warning: commands will be executed using /bin/sh
job 2933 at Tue Mar 11 11:33:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140310/YutaMouse20-140310/YutaMouse20-140310
ElecNo	5
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 4141529 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1380509 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 72363 members 
Mstep: Class 3 contains 72795 members 
Mstep: Class 4 contains 72476 members 
Mstep: Class 5 contains 73013 members 
Mstep: Class 6 contains 72512 members 
Mstep: Class 7 contains 73106 members 
Mstep: Class 8 contains 72459 members 
Mstep: Class 9 contains 72599 members 
Mstep: Class 10 contains 72485 members 
Mstep: Class 11 contains 72462 members 
Mstep: Class 12 contains 72475 members 
Mstep: Class 13 contains 73075 members 
Mstep: Class 14 contains 72549 members 
Mstep: Class 15 contains 72433 members 
Mstep: Class 16 contains 73230 members 
Mstep: Class 17 contains 72438 members 
Mstep: Class 18 contains 72705 members 
Mstep: Class 19 contains 72468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 510.297241 but Gain 3506.214844
Score: -174649104.000000 Penalty: 63111.863281
Iteration 0F: 19 clusters Score -1.746491e+08 nChanged 1304498
Entering Unmasked Mstep 
Mstep: Class 0 contains 2787 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 37093 members 
Mstep: Class 3 contains 41092 members 
Mstep: Class 5 contains 48129 members 
Mstep: Class 6 contains 27798 members 
Mstep: Class 7 contains 47788 members 
Mstep: Class 8 contains 16451 members 
Mstep: Class 9 contains 255310 members 
Mstep: Class 10 contains 86609 members 
Mstep: Class 11 contains 119396 members 
Mstep: Class 12 contains 89113 members 
Mstep: Class 13 contains 109569 members 
Mstep: Class 14 contains 114283 members 
Mstep: Class 15 contains 116065 members 
Mstep: Class 16 contains 24048 members 
Mstep: Class 17 contains 23868 members 
Mstep: Class 18 contains 172519 members 
Mstep: Class 19 contains 9343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178371328.000000 Penalty: 63111.863281
Iteration 1F: 19 clusters Score -1.783713e+08 nChanged 446741
Entering Unmasked Mstep 
Mstep: Class 0 contains 2664 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 24041 members 
Mstep: Class 3 contains 33213 members 
Mstep: Class 5 contains 52132 members 
Mstep: Class 6 contains 22812 members 
Mstep: Class 7 contains 40103 members 
Mstep: Class 8 contains 10926 members 
Mstep: Class 9 contains 284222 members 
Mstep: Class 10 contains 65874 members 
Mstep: Class 11 contains 149115 members 
Mstep: Class 12 contains 90806 members 
Mstep: Class 13 contains 132686 members 
Mstep: Class 14 contains 110646 members 
Mstep: Class 15 contains 105253 members 
Mstep: Class 16 contains 13229 members 
Mstep: Class 17 contains 14300 members 
Mstep: Class 18 contains 188784 members 
Mstep: Class 19 contains 4559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178836480.000000 Penalty: 63111.863281
Iteration 2F: 19 clusters Score -1.788365e+08 nChanged 315756
Entering Unmasked Mstep 
Mstep: Class 0 contains 2287 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 16274 members 
Mstep: Class 3 contains 26481 members 
Mstep: Class 5 contains 51641 members 
Mstep: Class 6 contains 20639 members 
Mstep: Class 7 contains 34473 members 
Mstep: Class 8 contains 7899 members 
Mstep: Class 9 contains 234278 members 
Mstep: Class 10 contains 52615 members 
Mstep: Class 11 contains 182558 members 
Mstep: Class 12 contains 99259 members 
Mstep: Class 13 contains 165135 members 
Mstep: Class 14 contains 120129 members 
Mstep: Class 15 contains 94923 members 
Mstep: Class 16 contains 7821 members 
Mstep: Class 17 contains 10264 members 
Mstep: Class 18 contains 215676 members 
Mstep: Class 19 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179183408.000000 Penalty: 63111.863281
Iteration 3F: 19 clusters Score -1.791834e+08 nChanged 256028
Entering Unmasked Mstep 
Mstep: Class 0 contains 1654 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 10050 members 
Mstep: Class 3 contains 19421 members 
Mstep: Class 5 contains 48411 members 
Mstep: Class 6 contains 17829 members 
Mstep: Class 7 contains 28317 members 
Mstep: Class 8 contains 5409 members 
Mstep: Class 9 contains 201770 members 
Mstep: Class 10 contains 42297 members 
Mstep: Class 11 contains 207679 members 
Mstep: Class 12 contains 112544 members 
Mstep: Class 13 contains 198974 members 
Mstep: Class 14 contains 136169 members 
Mstep: Class 15 contains 89804 members 
Mstep: Class 16 contains 4610 members 
Mstep: Class 17 contains 7386 members 
Mstep: Class 18 contains 209504 members 
Mstep: Class 19 contains 2003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2753.356689 but Gain 3506.214844
Score: -179364688.000000 Penalty: 59605.648438
Iteration 4F: 18 clusters Score -1.793647e+08 nChanged 234863
Entering Unmasked Mstep 
Mstep: Class 0 contains 952 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 5911 members 
Mstep: Class 3 contains 14147 members 
Mstep: Class 5 contains 46254 members 
Mstep: Class 6 contains 16114 members 
Mstep: Class 7 contains 23538 members 
Mstep: Class 8 contains 3699 members 
Mstep: Class 9 contains 189700 members 
Mstep: Class 10 contains 33308 members 
Mstep: Class 11 contains 202397 members 
Mstep: Class 12 contains 124445 members 
Mstep: Class 13 contains 226238 members 
Mstep: Class 14 contains 169004 members 
Mstep: Class 15 contains 90009 members 
Mstep: Class 17 contains 5432 members 
Mstep: Class 18 contains 189602 members 
Mstep: Class 19 contains 2559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2660.495117 but Gain 3506.214844
Score: -179586992.000000 Penalty: 56099.433594
Iteration 5F: 17 clusters Score -1.79587e+08 nChanged 203499
Entering Unmasked Mstep 
Mstep: Class 0 contains 379 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 4349 members 
Mstep: Class 3 contains 10440 members 
Mstep: Class 5 contains 44973 members 
Mstep: Class 6 contains 15209 members 
Mstep: Class 7 contains 19308 members 
Mstep: Class 9 contains 186932 members 
Mstep: Class 10 contains 25383 members 
Mstep: Class 11 contains 177949 members 
Mstep: Class 12 contains 131074 members 
Mstep: Class 13 contains 225169 members 
Mstep: Class 14 contains 222867 members 
Mstep: Class 15 contains 95147 members 
Mstep: Class 17 contains 4247 members 
Mstep: Class 18 contains 175926 members 
Mstep: Class 19 contains 3002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179705216.000000 Penalty: 56099.433594
Iteration 6F: 17 clusters Score -1.797052e+08 nChanged 188557
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 4410 members 
Mstep: Class 3 contains 7915 members 
Mstep: Class 5 contains 44808 members 
Mstep: Class 6 contains 14251 members 
Mstep: Class 7 contains 16516 members 
Mstep: Class 9 contains 186215 members 
Mstep: Class 10 contains 18700 members 
Mstep: Class 11 contains 156589 members 
Mstep: Class 12 contains 133784 members 
Mstep: Class 13 contains 209378 members 
Mstep: Class 14 contains 274184 members 
Mstep: Class 15 contains 103010 members 
Mstep: Class 17 contains 3336 members 
Mstep: Class 18 contains 165218 members 
Mstep: Class 19 contains 3168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3181.093750 but Gain 3506.214844
Score: -179786192.000000 Penalty: 52593.218750
Iteration 7F: 16 clusters Score -1.797862e+08 nChanged 172413
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 5338 members 
Mstep: Class 3 contains 6210 members 
Mstep: Class 5 contains 45803 members 
Mstep: Class 6 contains 14331 members 
Mstep: Class 7 contains 14974 members 
Mstep: Class 9 contains 189332 members 
Mstep: Class 10 contains 13521 members 
Mstep: Class 11 contains 157317 members 
Mstep: Class 12 contains 134133 members 
Mstep: Class 13 contains 202628 members 
Mstep: Class 14 contains 269698 members 
Mstep: Class 15 contains 113727 members 
Mstep: Class 18 contains 167885 members 
Mstep: Class 19 contains 3224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179883040.000000 Penalty: 52593.218750
Iteration 8F: 16 clusters Score -1.79883e+08 nChanged 134341
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 6486 members 
Mstep: Class 3 contains 5099 members 
Mstep: Class 5 contains 47234 members 
Mstep: Class 6 contains 14757 members 
Mstep: Class 7 contains 13605 members 
Mstep: Class 9 contains 194345 members 
Mstep: Class 10 contains 9982 members 
Mstep: Class 11 contains 162573 members 
Mstep: Class 12 contains 132638 members 
Mstep: Class 13 contains 196375 members 
Mstep: Class 14 contains 246923 members 
Mstep: Class 15 contains 126379 members 
Mstep: Class 18 contains 174322 members 
Mstep: Class 19 contains 3222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179966784.000000 Penalty: 52593.218750
Iteration 9F: 16 clusters Score -1.799668e+08 nChanged 114089
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 7515 members 
Mstep: Class 3 contains 4398 members 
Mstep: Class 5 contains 48835 members 
Mstep: Class 6 contains 15297 members 
Mstep: Class 7 contains 12366 members 
Mstep: Class 9 contains 193646 members 
Mstep: Class 10 contains 7572 members 
Mstep: Class 11 contains 169037 members 
Mstep: Class 12 contains 130781 members 
Mstep: Class 13 contains 188308 members 
Mstep: Class 14 contains 228195 members 
Mstep: Class 15 contains 140924 members 
Mstep: Class 18 contains 179781 members 
Mstep: Class 19 contains 3215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180031664.000000 Penalty: 52593.218750
Iteration 10F: 16 clusters Score -1.800317e+08 nChanged 99819
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 8398 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 5 contains 50613 members 
Mstep: Class 6 contains 16226 members 
Mstep: Class 7 contains 11244 members 
Mstep: Class 9 contains 189409 members 
Mstep: Class 10 contains 6019 members 
Mstep: Class 11 contains 173853 members 
Mstep: Class 12 contains 128887 members 
Mstep: Class 13 contains 180466 members 
Mstep: Class 14 contains 212962 members 
Mstep: Class 15 contains 157658 members 
Mstep: Class 18 contains 183179 members 
Mstep: Class 19 contains 3204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180078288.000000 Penalty: 52593.218750
Iteration 11F: 16 clusters Score -1.800783e+08 nChanged 86730
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 57620 members 
Mstep: Class 2 contains 9171 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 5 contains 52303 members 
Mstep: Class 6 contains 17444 members 
Mstep: Class 7 contains 10402 members 
Mstep: Class 9 contains 184369 members 
Mstep: Class 10 contains 4933 members 
Mstep: Class 11 contains 175720 members 
Mstep: Class 12 contains 127375 members 
Mstep: Class 13 contains 173595 members 
Mstep: Class 14 contains 198116 members 
Mstep: Class 15 contains 177675 members 
Mstep: Class 18 contains 184704 members 
Mstep: Class 19 contains 3194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180122384.000000 Penalty: 52593.218750
Iteration 12F: 16 clusters Score -1.801224e+08 nChanged 75973
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 60322 members 
Mstep: Class 2 contains 9781 members 
Mstep: Class 3 contains 3640 members 
Mstep: Class 5 contains 53529 members 
Mstep: Class 6 contains 18890 members 
Mstep: Class 7 contains 9647 members 
Mstep: Class 9 contains 178788 members 
Mstep: Class 10 contains 4202 members 
Mstep: Class 11 contains 174312 members 
Mstep: Class 12 contains 126348 members 
Mstep: Class 13 contains 167568 members 
Mstep: Class 14 contains 185516 members 
Mstep: Class 15 contains 201864 members 
Mstep: Class 18 contains 182795 members 
Mstep: Class 19 contains 3191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180162096.000000 Penalty: 52593.218750
Iteration 13F: 16 clusters Score -1.801621e+08 nChanged 71417
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 62195 members 
Mstep: Class 2 contains 10304 members 
Mstep: Class 3 contains 3665 members 
Mstep: Class 5 contains 54356 members 
Mstep: Class 6 contains 20436 members 
Mstep: Class 7 contains 8924 members 
Mstep: Class 9 contains 173150 members 
Mstep: Class 10 contains 3724 members 
Mstep: Class 11 contains 169671 members 
Mstep: Class 12 contains 125593 members 
Mstep: Class 13 contains 162624 members 
Mstep: Class 14 contains 175838 members 
Mstep: Class 15 contains 228147 members 
Mstep: Class 18 contains 178573 members 
Mstep: Class 19 contains 3193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180196816.000000 Penalty: 52593.218750
Iteration 14F: 16 clusters Score -1.801968e+08 nChanged 69630
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 63577 members 
Mstep: Class 2 contains 10764 members 
Mstep: Class 3 contains 3676 members 
Mstep: Class 5 contains 54748 members 
Mstep: Class 6 contains 22067 members 
Mstep: Class 7 contains 8122 members 
Mstep: Class 9 contains 167771 members 
Mstep: Class 10 contains 3467 members 
Mstep: Class 11 contains 164747 members 
Mstep: Class 12 contains 125168 members 
Mstep: Class 13 contains 159302 members 
Mstep: Class 14 contains 168668 members 
Mstep: Class 15 contains 250595 members 
Mstep: Class 18 contains 174525 members 
Mstep: Class 19 contains 3196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180221072.000000 Penalty: 52593.218750
Iteration 15F: 16 clusters Score -1.802211e+08 nChanged 69508
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 64977 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 3638 members 
Mstep: Class 5 contains 55607 members 
Mstep: Class 6 contains 23886 members 
Mstep: Class 7 contains 7243 members 
Mstep: Class 9 contains 164028 members 
Mstep: Class 10 contains 3285 members 
Mstep: Class 11 contains 162148 members 
Mstep: Class 12 contains 125679 members 
Mstep: Class 13 contains 158404 members 
Mstep: Class 14 contains 164177 members 
Mstep: Class 15 contains 259621 members 
Mstep: Class 18 contains 173269 members 
Mstep: Class 19 contains 3208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180238224.000000 Penalty: 52593.218750
Iteration 16F: 16 clusters Score -1.802382e+08 nChanged 61072
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 66561 members 
Mstep: Class 2 contains 11628 members 
Mstep: Class 3 contains 3612 members 
Mstep: Class 5 contains 56831 members 
Mstep: Class 6 contains 25956 members 
Mstep: Class 7 contains 6361 members 
Mstep: Class 9 contains 163673 members 
Mstep: Class 10 contains 3157 members 
Mstep: Class 11 contains 161521 members 
Mstep: Class 12 contains 126965 members 
Mstep: Class 13 contains 160174 members 
Mstep: Class 14 contains 162117 members 
Mstep: Class 15 contains 253730 members 
Mstep: Class 18 contains 174892 members 
Mstep: Class 19 contains 3215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180249888.000000 Penalty: 52593.218750
Iteration 17Q: 16 clusters Score -1.802499e+08 nChanged 49843
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 11975 members 
Mstep: Class 3 contains 3559 members 
Mstep: Class 5 contains 58287 members 
Mstep: Class 6 contains 28193 members 
Mstep: Class 7 contains 5560 members 
Mstep: Class 9 contains 165460 members 
Mstep: Class 10 contains 3102 members 
Mstep: Class 11 contains 161635 members 
Mstep: Class 12 contains 128217 members 
Mstep: Class 13 contains 163187 members 
Mstep: Class 14 contains 161471 members 
Mstep: Class 15 contains 241071 members 
Mstep: Class 18 contains 177124 members 
Mstep: Class 19 contains 3221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180260960.000000 Penalty: 52593.218750
Iteration 18Q: 16 clusters Score -1.80261e+08 nChanged 42581
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 70283 members 
Mstep: Class 2 contains 12253 members 
Mstep: Class 3 contains 3554 members 
Mstep: Class 5 contains 60034 members 
Mstep: Class 6 contains 30530 members 
Mstep: Class 7 contains 4885 members 
Mstep: Class 9 contains 167782 members 
Mstep: Class 10 contains 3072 members 
Mstep: Class 11 contains 161912 members 
Mstep: Class 12 contains 129489 members 
Mstep: Class 13 contains 165434 members 
Mstep: Class 14 contains 161387 members 
Mstep: Class 15 contains 227721 members 
Mstep: Class 18 contains 178831 members 
Mstep: Class 19 contains 3226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180272368.000000 Penalty: 52593.218750
Iteration 19Q: 16 clusters Score -1.802724e+08 nChanged 39089
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 72426 members 
Mstep: Class 2 contains 12497 members 
Mstep: Class 3 contains 3552 members 
Mstep: Class 5 contains 62013 members 
Mstep: Class 6 contains 32975 members 
Mstep: Class 7 contains 4317 members 
Mstep: Class 9 contains 169850 members 
Mstep: Class 10 contains 3067 members 
Mstep: Class 11 contains 162158 members 
Mstep: Class 12 contains 130716 members 
Mstep: Class 13 contains 166664 members 
Mstep: Class 14 contains 161457 members 
Mstep: Class 15 contains 215772 members 
Mstep: Class 18 contains 179702 members 
Mstep: Class 19 contains 3227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180277632.000000 Penalty: 52593.218750
Iteration 20F: 16 clusters Score -1.802776e+08 nChanged 36446
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 74686 members 
Mstep: Class 2 contains 12668 members 
Mstep: Class 3 contains 3566 members 
Mstep: Class 5 contains 64251 members 
Mstep: Class 6 contains 35504 members 
Mstep: Class 7 contains 3848 members 
Mstep: Class 9 contains 171473 members 
Mstep: Class 10 contains 3057 members 
Mstep: Class 11 contains 162548 members 
Mstep: Class 12 contains 132162 members 
Mstep: Class 13 contains 167385 members 
Mstep: Class 14 contains 161652 members 
Mstep: Class 15 contains 204377 members 
Mstep: Class 18 contains 179985 members 
Mstep: Class 19 contains 3231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180283632.000000 Penalty: 52593.218750
Iteration 21Q: 16 clusters Score -1.802836e+08 nChanged 34257
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 77079 members 
Mstep: Class 2 contains 12831 members 
Mstep: Class 3 contains 3580 members 
Mstep: Class 5 contains 66661 members 
Mstep: Class 6 contains 38006 members 
Mstep: Class 7 contains 3483 members 
Mstep: Class 9 contains 172471 members 
Mstep: Class 10 contains 3058 members 
Mstep: Class 11 contains 163097 members 
Mstep: Class 12 contains 133557 members 
Mstep: Class 13 contains 167997 members 
Mstep: Class 14 contains 162149 members 
Mstep: Class 15 contains 193277 members 
Mstep: Class 18 contains 179915 members 
Mstep: Class 19 contains 3232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180288656.000000 Penalty: 52593.218750
Iteration 22Q: 16 clusters Score -1.802887e+08 nChanged 32399
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 79507 members 
Mstep: Class 2 contains 12978 members 
Mstep: Class 3 contains 3569 members 
Mstep: Class 5 contains 69024 members 
Mstep: Class 6 contains 40495 members 
Mstep: Class 7 contains 3209 members 
Mstep: Class 9 contains 172706 members 
Mstep: Class 10 contains 3059 members 
Mstep: Class 11 contains 163567 members 
Mstep: Class 12 contains 134894 members 
Mstep: Class 13 contains 168510 members 
Mstep: Class 14 contains 162631 members 
Mstep: Class 15 contains 183325 members 
Mstep: Class 18 contains 179685 members 
Mstep: Class 19 contains 3234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180293456.000000 Penalty: 52593.218750
Iteration 23Q: 16 clusters Score -1.802935e+08 nChanged 30609
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 82027 members 
Mstep: Class 2 contains 13140 members 
Mstep: Class 3 contains 3540 members 
Mstep: Class 5 contains 71431 members 
Mstep: Class 6 contains 43014 members 
Mstep: Class 7 contains 2988 members 
Mstep: Class 9 contains 172423 members 
Mstep: Class 10 contains 3063 members 
Mstep: Class 11 contains 163731 members 
Mstep: Class 12 contains 135926 members 
Mstep: Class 13 contains 168532 members 
Mstep: Class 14 contains 162892 members 
Mstep: Class 15 contains 175252 members 
Mstep: Class 18 contains 179198 members 
Mstep: Class 19 contains 3236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180299376.000000 Penalty: 52593.218750
Iteration 24Q: 16 clusters Score -1.802994e+08 nChanged 28596
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 84298 members 
Mstep: Class 2 contains 13292 members 
Mstep: Class 3 contains 3500 members 
Mstep: Class 5 contains 73776 members 
Mstep: Class 6 contains 45506 members 
Mstep: Class 7 contains 2815 members 
Mstep: Class 9 contains 171952 members 
Mstep: Class 10 contains 3071 members 
Mstep: Class 11 contains 163508 members 
Mstep: Class 12 contains 136742 members 
Mstep: Class 13 contains 168173 members 
Mstep: Class 14 contains 163062 members 
Mstep: Class 15 contains 169126 members 
Mstep: Class 18 contains 178336 members 
Mstep: Class 19 contains 3236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180303872.000000 Penalty: 52593.218750
Iteration 25Q: 16 clusters Score -1.803039e+08 nChanged 26744
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 86370 members 
Mstep: Class 2 contains 13444 members 
Mstep: Class 3 contains 3482 members 
Mstep: Class 5 contains 75995 members 
Mstep: Class 6 contains 47916 members 
Mstep: Class 7 contains 2681 members 
Mstep: Class 9 contains 171290 members 
Mstep: Class 10 contains 3080 members 
Mstep: Class 11 contains 162825 members 
Mstep: Class 12 contains 137332 members 
Mstep: Class 13 contains 167527 members 
Mstep: Class 14 contains 163136 members 
Mstep: Class 15 contains 164820 members 
Mstep: Class 18 contains 177259 members 
Mstep: Class 19 contains 3236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180307808.000000 Penalty: 52593.218750
Iteration 26Q: 16 clusters Score -1.803078e+08 nChanged 25380
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 88215 members 
Mstep: Class 2 contains 13608 members 
Mstep: Class 3 contains 3467 members 
Mstep: Class 5 contains 78119 members 
Mstep: Class 6 contains 50226 members 
Mstep: Class 7 contains 2582 members 
Mstep: Class 9 contains 170438 members 
Mstep: Class 10 contains 3092 members 
Mstep: Class 11 contains 161871 members 
Mstep: Class 12 contains 137738 members 
Mstep: Class 13 contains 166796 members 
Mstep: Class 14 contains 162796 members 
Mstep: Class 15 contains 162082 members 
Mstep: Class 18 contains 176127 members 
Mstep: Class 19 contains 3236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180313280.000000 Penalty: 52593.218750
Iteration 27Q: 16 clusters Score -1.803133e+08 nChanged 23844
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 89718 members 
Mstep: Class 2 contains 13747 members 
Mstep: Class 3 contains 3455 members 
Mstep: Class 5 contains 79907 members 
Mstep: Class 6 contains 52426 members 
Mstep: Class 7 contains 2461 members 
Mstep: Class 9 contains 169723 members 
Mstep: Class 10 contains 3107 members 
Mstep: Class 11 contains 160751 members 
Mstep: Class 12 contains 138050 members 
Mstep: Class 13 contains 165997 members 
Mstep: Class 14 contains 162323 members 
Mstep: Class 15 contains 160491 members 
Mstep: Class 18 contains 174998 members 
Mstep: Class 19 contains 3239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180318608.000000 Penalty: 52593.218750
Iteration 28Q: 16 clusters Score -1.803186e+08 nChanged 22567
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 91075 members 
Mstep: Class 2 contains 13863 members 
Mstep: Class 3 contains 3425 members 
Mstep: Class 5 contains 81487 members 
Mstep: Class 6 contains 54472 members 
Mstep: Class 7 contains 2368 members 
Mstep: Class 9 contains 168951 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 159618 members 
Mstep: Class 12 contains 138257 members 
Mstep: Class 13 contains 165158 members 
Mstep: Class 14 contains 161683 members 
Mstep: Class 15 contains 159801 members 
Mstep: Class 18 contains 173883 members 
Mstep: Class 19 contains 3240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180323312.000000 Penalty: 52593.218750
Iteration 29Q: 16 clusters Score -1.803233e+08 nChanged 21225
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 92092 members 
Mstep: Class 2 contains 13971 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 5 contains 82906 members 
Mstep: Class 6 contains 56378 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 9 contains 168219 members 
Mstep: Class 10 contains 3114 members 
Mstep: Class 11 contains 158449 members 
Mstep: Class 12 contains 138356 members 
Mstep: Class 13 contains 164462 members 
Mstep: Class 14 contains 160894 members 
Mstep: Class 15 contains 159701 members 
Mstep: Class 18 contains 172923 members 
Mstep: Class 19 contains 3240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180327536.000000 Penalty: 52593.218750
Iteration 30Q: 16 clusters Score -1.803275e+08 nChanged 20187
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 92882 members 
Mstep: Class 2 contains 14078 members 
Mstep: Class 3 contains 3367 members 
Mstep: Class 5 contains 84189 members 
Mstep: Class 6 contains 58203 members 
Mstep: Class 7 contains 2210 members 
Mstep: Class 9 contains 167569 members 
Mstep: Class 10 contains 3120 members 
Mstep: Class 11 contains 157179 members 
Mstep: Class 12 contains 138416 members 
Mstep: Class 13 contains 163848 members 
Mstep: Class 14 contains 160138 members 
Mstep: Class 15 contains 160003 members 
Mstep: Class 18 contains 171951 members 
Mstep: Class 19 contains 3240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331440.000000 Penalty: 52593.218750
Iteration 31Q: 16 clusters Score -1.803314e+08 nChanged 18978
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 93449 members 
Mstep: Class 2 contains 14174 members 
Mstep: Class 3 contains 3314 members 
Mstep: Class 5 contains 85382 members 
Mstep: Class 6 contains 59926 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 9 contains 166970 members 
Mstep: Class 10 contains 3122 members 
Mstep: Class 11 contains 156048 members 
Mstep: Class 12 contains 138477 members 
Mstep: Class 13 contains 163498 members 
Mstep: Class 14 contains 159445 members 
Mstep: Class 15 contains 160221 members 
Mstep: Class 18 contains 170986 members 
Mstep: Class 19 contains 3240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180335968.000000 Penalty: 52593.218750
Iteration 32Q: 16 clusters Score -1.80336e+08 nChanged 18019
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 93866 members 
Mstep: Class 2 contains 14257 members 
Mstep: Class 3 contains 3248 members 
Mstep: Class 5 contains 86391 members 
Mstep: Class 6 contains 61496 members 
Mstep: Class 7 contains 2060 members 
Mstep: Class 9 contains 166381 members 
Mstep: Class 10 contains 3128 members 
Mstep: Class 11 contains 155006 members 
Mstep: Class 12 contains 138493 members 
Mstep: Class 13 contains 163279 members 
Mstep: Class 14 contains 158947 members 
Mstep: Class 15 contains 160401 members 
Mstep: Class 18 contains 170200 members 
Mstep: Class 19 contains 3240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180338640.000000 Penalty: 52593.218750
Iteration 33Q: 16 clusters Score -1.803386e+08 nChanged 17219
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 94134 members 
Mstep: Class 2 contains 14330 members 
Mstep: Class 3 contains 3182 members 
Mstep: Class 5 contains 87366 members 
Mstep: Class 6 contains 62952 members 
Mstep: Class 7 contains 1963 members 
Mstep: Class 9 contains 165801 members 
Mstep: Class 10 contains 3132 members 
Mstep: Class 11 contains 154026 members 
Mstep: Class 12 contains 138526 members 
Mstep: Class 13 contains 163065 members 
Mstep: Class 14 contains 158593 members 
Mstep: Class 15 contains 160591 members 
Mstep: Class 18 contains 169492 members 
Mstep: Class 19 contains 3240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180341760.000000 Penalty: 52593.218750
Iteration 34Q: 16 clusters Score -1.803418e+08 nChanged 16507
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 94348 members 
Mstep: Class 2 contains 14400 members 
Mstep: Class 3 contains 3120 members 
Mstep: Class 5 contains 88162 members 
Mstep: Class 6 contains 64302 members 
Mstep: Class 7 contains 1897 members 
Mstep: Class 9 contains 165424 members 
Mstep: Class 10 contains 3138 members 
Mstep: Class 11 contains 153158 members 
Mstep: Class 12 contains 138615 members 
Mstep: Class 13 contains 162876 members 
Mstep: Class 14 contains 158216 members 
Mstep: Class 15 contains 160595 members 
Mstep: Class 18 contains 168902 members 
Mstep: Class 19 contains 3240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345312.000000 Penalty: 52593.218750
Iteration 35Q: 16 clusters Score -1.803453e+08 nChanged 15720
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 94482 members 
Mstep: Class 2 contains 14472 members 
Mstep: Class 3 contains 3077 members 
Mstep: Class 5 contains 88907 members 
Mstep: Class 6 contains 65579 members 
Mstep: Class 7 contains 1844 members 
Mstep: Class 9 contains 165102 members 
Mstep: Class 10 contains 3142 members 
Mstep: Class 11 contains 152453 members 
Mstep: Class 12 contains 138654 members 
Mstep: Class 13 contains 162688 members 
Mstep: Class 14 contains 157834 members 
Mstep: Class 15 contains 160470 members 
Mstep: Class 18 contains 168449 members 
Mstep: Class 19 contains 3240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180347968.000000 Penalty: 52593.218750
Iteration 36Q: 16 clusters Score -1.80348e+08 nChanged 15017
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 94526 members 
Mstep: Class 2 contains 14536 members 
Mstep: Class 3 contains 3009 members 
Mstep: Class 5 contains 89513 members 
Mstep: Class 6 contains 66739 members 
Mstep: Class 7 contains 1791 members 
Mstep: Class 9 contains 164793 members 
Mstep: Class 10 contains 3143 members 
Mstep: Class 11 contains 151920 members 
Mstep: Class 12 contains 138642 members 
Mstep: Class 13 contains 162647 members 
Mstep: Class 14 contains 157535 members 
Mstep: Class 15 contains 160362 members 
Mstep: Class 18 contains 167996 members 
Mstep: Class 19 contains 3241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180350928.000000 Penalty: 52593.218750
Iteration 37Q: 16 clusters Score -1.803509e+08 nChanged 14278
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 94638 members 
Mstep: Class 2 contains 14594 members 
Mstep: Class 3 contains 2945 members 
Mstep: Class 5 contains 89920 members 
Mstep: Class 6 contains 67793 members 
Mstep: Class 7 contains 1746 members 
Mstep: Class 9 contains 164423 members 
Mstep: Class 10 contains 3145 members 
Mstep: Class 11 contains 151543 members 
Mstep: Class 12 contains 138608 members 
Mstep: Class 13 contains 162627 members 
Mstep: Class 14 contains 157305 members 
Mstep: Class 15 contains 160124 members 
Mstep: Class 18 contains 167741 members 
Mstep: Class 19 contains 3241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352720.000000 Penalty: 52593.218750
Iteration 38Q: 16 clusters Score -1.803527e+08 nChanged 13558
Entering ConstructFrom: 
Score: -180352720.000000 Penalty: 52593.218750
Entering ConstructFrom: 
Trying to split cluster 1 (94708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94708 members 
Entering Unmasked Estep 
Score: -12469671.000000 Penalty: 2841.721191
	Iteration 0F: 2 clusters Score -1.246967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47173 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -12406450.000000 Penalty: 5683.442383
	Iteration 0F: 3 clusters Score -1.240645e+07 nChanged 44833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -12432405.000000 Penalty: 5683.442383
	Iteration 1F: 3 clusters Score -1.24324e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 50780 members 
Entering Unmasked Estep 
Score: -12433547.000000 Penalty: 5683.442383
	Iteration 2Q: 3 clusters Score -1.243355e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
Score: -12435145.000000 Penalty: 5683.442383
	Iteration 3Q: 3 clusters Score -1.243514e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -12437195.000000 Penalty: 5683.442383
	Iteration 4Q: 3 clusters Score -1.24372e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 57544 members 
Entering Unmasked Estep 
Score: -12440115.000000 Penalty: 5683.442383
	Iteration 5F: 3 clusters Score -1.244012e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -12443888.000000 Penalty: 5683.442383
	Iteration 6F: 3 clusters Score -1.244389e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 65097 members 
Entering Unmasked Estep 
Score: -12447906.000000 Penalty: 5683.442383
	Iteration 7F: 3 clusters Score -1.244791e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 69142 members 
Entering Unmasked Estep 
Score: -12452337.000000 Penalty: 5683.442383
	Iteration 8F: 3 clusters Score -1.245234e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 72590 members 
Entering Unmasked Estep 
Score: -12455789.000000 Penalty: 5683.442383
	Iteration 9F: 3 clusters Score -1.245579e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 75370 members 
Entering Unmasked Estep 
Score: -12458037.000000 Penalty: 5683.442383
	Iteration 10Q: 3 clusters Score -1.245804e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 77721 members 
Entering Unmasked Estep 
Score: -12459509.000000 Penalty: 5683.442383
	Iteration 11Q: 3 clusters Score -1.245951e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 79716 members 
Entering Unmasked Estep 
Score: -12460545.000000 Penalty: 5683.442383
	Iteration 12Q: 3 clusters Score -1.246054e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 81506 members 
Entering Unmasked Estep 
Score: -12461457.000000 Penalty: 5683.442383
	Iteration 13Q: 3 clusters Score -1.246146e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 83108 members 
Entering Unmasked Estep 
Score: -12462373.000000 Penalty: 5683.442383
	Iteration 14Q: 3 clusters Score -1.246237e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 84602 members 
Entering Unmasked Estep 
Score: -12463285.000000 Penalty: 5683.442383
	Iteration 15Q: 3 clusters Score -1.246328e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 85923 members 
Entering Unmasked Estep 
Score: -12464025.000000 Penalty: 5683.442383
	Iteration 16Q: 3 clusters Score -1.246402e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 87059 members 
Entering Unmasked Estep 
Score: -12464612.000000 Penalty: 5683.442383
	Iteration 17Q: 3 clusters Score -1.246461e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -12465166.000000 Penalty: 5683.442383
	Iteration 18Q: 3 clusters Score -1.246517e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 88908 members 
Entering Unmasked Estep 
Score: -12465667.000000 Penalty: 5683.442383
	Iteration 19Q: 3 clusters Score -1.246567e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 89611 members 
Entering Unmasked Estep 
Score: -12466011.000000 Penalty: 5683.442383
	Iteration 20F: 3 clusters Score -1.246601e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 90171 members 
Entering Unmasked Estep 
Score: -12466302.000000 Penalty: 5683.442383
	Iteration 21Q: 3 clusters Score -1.24663e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 90637 members 
Entering Unmasked Estep 
Score: -12466527.000000 Penalty: 5683.442383
	Iteration 22Q: 3 clusters Score -1.246653e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 91024 members 
Entering Unmasked Estep 
Score: -12466735.000000 Penalty: 5683.442383
	Iteration 23Q: 3 clusters Score -1.246674e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 91357 members 
Entering Unmasked Estep 
Score: -12466864.000000 Penalty: 5683.442383
	Iteration 24Q: 3 clusters Score -1.246686e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 91596 members 
Entering Unmasked Estep 
Score: -12466941.000000 Penalty: 5683.442383
	Iteration 25Q: 3 clusters Score -1.246694e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 91797 members 
Entering Unmasked Estep 
Score: -12466997.000000 Penalty: 5683.442383
	Iteration 26Q: 3 clusters Score -1.2467e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 91957 members 
Entering Unmasked Estep 
Score: -12467048.000000 Penalty: 5683.442383
	Iteration 27Q: 3 clusters Score -1.246705e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 92098 members 
Entering Unmasked Estep 
Score: -12467141.000000 Penalty: 5683.442383
	Iteration 28Q: 3 clusters Score -1.246714e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 92215 members 
Entering Unmasked Estep 
Score: -12467162.000000 Penalty: 5683.442383
	Iteration 29Q: 3 clusters Score -1.246716e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 92320 members 
Entering Unmasked Estep 
Score: -12467191.000000 Penalty: 5683.442383
	Iteration 30Q: 3 clusters Score -1.246719e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 92410 members 
Entering Unmasked Estep 
Score: -12467218.000000 Penalty: 5683.442383
	Iteration 31Q: 3 clusters Score -1.246722e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 92485 members 
Entering Unmasked Estep 
Score: -12467258.000000 Penalty: 5683.442383
	Iteration 32Q: 3 clusters Score -1.246726e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 92544 members 
Entering Unmasked Estep 
Score: -12467261.000000 Penalty: 5683.442383
	Iteration 33Q: 3 clusters Score -1.246726e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 92606 members 
Entering Unmasked Estep 
Score: -12467301.000000 Penalty: 5683.442383
	Iteration 34Q: 3 clusters Score -1.24673e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 92663 members 
Entering Unmasked Estep 
Score: -12467326.000000 Penalty: 5683.442383
	Iteration 35Q: 3 clusters Score -1.246733e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 92707 members 
Entering Unmasked Estep 
Score: -12467337.000000 Penalty: 5683.442383
	Iteration 36Q: 3 clusters Score -1.246734e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 92740 members 
Entering Unmasked Estep 
Score: -12467348.000000 Penalty: 5683.442383
	Iteration 37Q: 3 clusters Score -1.246735e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 92774 members 
Entering Unmasked Estep 
Score: -12467371.000000 Penalty: 5683.442383
	Iteration 38Q: 3 clusters Score -1.246737e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 92817 members 
Entering Unmasked Estep 
Score: -12467376.000000 Penalty: 5683.442383
	Iteration 39Q: 3 clusters Score -1.246738e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 92854 members 
Entering Unmasked Estep 
Score: -12467392.000000 Penalty: 5683.442383
	Iteration 40F: 3 clusters Score -1.246739e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 92896 members 
Entering Unmasked Estep 
Score: -12467405.000000 Penalty: 5683.442383
	Iteration 41Q: 3 clusters Score -1.24674e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 92927 members 
Entering Unmasked Estep 
Score: -12467433.000000 Penalty: 5683.442383
	Iteration 42Q: 3 clusters Score -1.246743e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 92948 members 
Entering Unmasked Estep 
Score: -12467433.000000 Penalty: 5683.442383
	Iteration 43Q: 3 clusters Score -1.246743e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 92966 members 
Entering Unmasked Estep 
Score: -12467449.000000 Penalty: 5683.442383
	Iteration 44Q: 3 clusters Score -1.246745e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 92984 members 
Entering Unmasked Estep 
Score: -12467445.000000 Penalty: 5683.442383
	Iteration 45Q: 3 clusters Score -1.246744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 92989 members 
Entering Unmasked Estep 
Score: -12467454.000000 Penalty: 5683.442383
	Iteration 46Q: 3 clusters Score -1.246745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 92992 members 
Entering Unmasked Estep 
Score: -12467462.000000 Penalty: 5683.442383
	Iteration 47Q: 3 clusters Score -1.246746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 92995 members 
Entering Unmasked Estep 
Score: -12467456.000000 Penalty: 5683.442383
	Iteration 48Q: 3 clusters Score -1.246746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 93003 members 
Entering Unmasked Estep 
Score: -12467454.000000 Penalty: 5683.442383
	Iteration 49Q: 3 clusters Score -1.246745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 93010 members 
Entering Unmasked Estep 
Score: -12467471.000000 Penalty: 5683.442383
	Iteration 50Q: 3 clusters Score -1.246747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 93017 members 
Entering Unmasked Estep 
Score: -12467470.000000 Penalty: 5683.442383
	Iteration 51Q: 3 clusters Score -1.246747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 93023 members 
Entering Unmasked Estep 
Score: -12467472.000000 Penalty: 5683.442383
	Iteration 52Q: 3 clusters Score -1.246747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 93029 members 
Entering Unmasked Estep 
Score: -12467469.000000 Penalty: 5683.442383
	Iteration 53Q: 3 clusters Score -1.246747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 93032 members 
Entering Unmasked Estep 
Score: -12467468.000000 Penalty: 5683.442383
	Iteration 54Q: 3 clusters Score -1.246747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 93036 members 
Entering Unmasked Estep 
Score: -12467473.000000 Penalty: 5683.442383
	Iteration 55Q: 3 clusters Score -1.246747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 93038 members 
Entering Unmasked Estep 
Score: -12467466.000000 Penalty: 5683.442383
	Iteration 56Q: 3 clusters Score -1.246747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 93039 members 
Entering Unmasked Estep 
Score: -12467465.000000 Penalty: 5683.442383
	Iteration 57Q: 3 clusters Score -1.246746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 93040 members 
Entering Unmasked Estep 
Score: -12467464.000000 Penalty: 5683.442383
	Iteration 58Q: 3 clusters Score -1.246746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 93041 members 
Entering Unmasked Estep 
Score: -12467457.000000 Penalty: 5683.442383
	Iteration 59Q: 3 clusters Score -1.246746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 93043 members 
Entering Unmasked Estep 
Score: -12467454.000000 Penalty: 5683.442383
	Iteration 60F: 3 clusters Score -1.246745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 93044 members 
Entering Unmasked Estep 
Score: -12467457.000000 Penalty: 5683.442383
	Iteration 61Q: 3 clusters Score -1.246746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 93044 members 
Entering Unmasked Estep 
Score: -12467457.000000 Penalty: 5683.442383
	Iteration 62F: 3 clusters Score -1.246746e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Entering Unmasked Estep 
Score: -1869958.000000 Penalty: 2379.016846
	Iteration 0F: 2 clusters Score -1869958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1859399.500000 Penalty: 4758.033691
	Iteration 0F: 3 clusters Score -1859400 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1862783.375000 Penalty: 4758.033691
	Iteration 1F: 3 clusters Score -1862783 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1863461.500000 Penalty: 4758.033691
	Iteration 2F: 3 clusters Score -1863462 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1864216.000000 Penalty: 4758.033691
	Iteration 3F: 3 clusters Score -1864216 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1865052.375000 Penalty: 4758.033691
	Iteration 4F: 3 clusters Score -1865052 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1865989.750000 Penalty: 4758.033691
	Iteration 5F: 3 clusters Score -1865990 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1866930.625000 Penalty: 4758.033691
	Iteration 6F: 3 clusters Score -1866931 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1867695.875000 Penalty: 4758.033691
	Iteration 7F: 3 clusters Score -1867696 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1868179.000000 Penalty: 4758.033691
	Iteration 8F: 3 clusters Score -1868179 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1868479.625000 Penalty: 4758.033691
	Iteration 9Q: 3 clusters Score -1868480 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1868656.750000 Penalty: 4758.033691
	Iteration 10Q: 3 clusters Score -1868657 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1868783.625000 Penalty: 4758.033691
	Iteration 11Q: 3 clusters Score -1868784 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1868876.375000 Penalty: 4758.033691
	Iteration 12Q: 3 clusters Score -1868876 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1868943.750000 Penalty: 4758.033691
	Iteration 13Q: 3 clusters Score -1868944 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1869001.875000 Penalty: 4758.033691
	Iteration 14Q: 3 clusters Score -1869002 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1869051.625000 Penalty: 4758.033691
	Iteration 15Q: 3 clusters Score -1869052 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1869100.500000 Penalty: 4758.033691
	Iteration 16Q: 3 clusters Score -1869100 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1869136.250000 Penalty: 4758.033691
	Iteration 17Q: 3 clusters Score -1869136 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1869164.750000 Penalty: 4758.033691
	Iteration 18Q: 3 clusters Score -1869165 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1869191.375000 Penalty: 4758.033691
	Iteration 19Q: 3 clusters Score -1869191 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1869211.250000 Penalty: 4758.033691
	Iteration 20F: 3 clusters Score -1869211 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1869225.375000 Penalty: 4758.033691
	Iteration 21Q: 3 clusters Score -1869225 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1869227.000000 Penalty: 4758.033691
	Iteration 22Q: 3 clusters Score -1869227 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1869243.750000 Penalty: 4758.033691
	Iteration 23Q: 3 clusters Score -1869244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1869250.500000 Penalty: 4758.033691
	Iteration 24Q: 3 clusters Score -1869250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1869264.875000 Penalty: 4758.033691
	Iteration 25Q: 3 clusters Score -1869265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1869275.875000 Penalty: 4758.033691
	Iteration 26Q: 3 clusters Score -1869276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1869281.375000 Penalty: 4758.033691
	Iteration 27Q: 3 clusters Score -1869281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1869285.875000 Penalty: 4758.033691
	Iteration 28Q: 3 clusters Score -1869286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1869296.750000 Penalty: 4758.033691
	Iteration 29Q: 3 clusters Score -1869297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1869300.125000 Penalty: 4758.033691
	Iteration 30Q: 3 clusters Score -1869300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1869302.375000 Penalty: 4758.033691
	Iteration 31Q: 3 clusters Score -1869302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1869306.375000 Penalty: 4758.033691
	Iteration 32Q: 3 clusters Score -1869306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1869313.750000 Penalty: 4758.033691
	Iteration 33Q: 3 clusters Score -1869314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1869318.375000 Penalty: 4758.033691
	Iteration 34Q: 3 clusters Score -1869318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1869320.125000 Penalty: 4758.033691
	Iteration 35Q: 3 clusters Score -1869320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1869328.750000 Penalty: 4758.033691
	Iteration 36Q: 3 clusters Score -1869329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1869332.625000 Penalty: 4758.033691
	Iteration 37Q: 3 clusters Score -1869333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1869340.750000 Penalty: 4758.033691
	Iteration 38Q: 3 clusters Score -1869341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1869347.375000 Penalty: 4758.033691
	Iteration 39Q: 3 clusters Score -1869347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1869352.125000 Penalty: 4758.033691
	Iteration 40F: 3 clusters Score -1869352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1869359.000000 Penalty: 4758.033691
	Iteration 41Q: 3 clusters Score -1869359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1869361.625000 Penalty: 4758.033691
	Iteration 42Q: 3 clusters Score -1869362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1869365.375000 Penalty: 4758.033691
	Iteration 43Q: 3 clusters Score -1869365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1869363.875000 Penalty: 4758.033691
	Iteration 44Q: 3 clusters Score -1869364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1869369.125000 Penalty: 4758.033691
	Iteration 45Q: 3 clusters Score -1869369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1869370.000000 Penalty: 4758.033691
	Iteration 46Q: 3 clusters Score -1869370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1869370.625000 Penalty: 4758.033691
	Iteration 47Q: 3 clusters Score -1869371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1869368.000000 Penalty: 4758.033691
	Iteration 48Q: 3 clusters Score -1869368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1869368.250000 Penalty: 4758.033691
	Iteration 49Q: 3 clusters Score -1869368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1869374.000000 Penalty: 4758.033691
	Iteration 50Q: 3 clusters Score -1869374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1869373.875000 Penalty: 4758.033691
	Iteration 51Q: 3 clusters Score -1869374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1869377.125000 Penalty: 4758.033691
	Iteration 52Q: 3 clusters Score -1869377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1869382.125000 Penalty: 4758.033691
	Iteration 53Q: 3 clusters Score -1869382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1869381.750000 Penalty: 4758.033691
	Iteration 54Q: 3 clusters Score -1869382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1869379.875000 Penalty: 4758.033691
	Iteration 55Q: 3 clusters Score -1869380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1869382.000000 Penalty: 4758.033691
	Iteration 56Q: 3 clusters Score -1869382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1869385.750000 Penalty: 4758.033691
	Iteration 57Q: 3 clusters Score -1869386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1869387.000000 Penalty: 4758.033691
	Iteration 58Q: 3 clusters Score -1869387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1869389.500000 Penalty: 4758.033691
	Iteration 59Q: 3 clusters Score -1869390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1869389.250000 Penalty: 4758.033691
	Iteration 60F: 3 clusters Score -1869389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1869392.875000 Penalty: 4758.033691
	Iteration 61Q: 3 clusters Score -1869393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1869391.375000 Penalty: 4758.033691
	Iteration 62Q: 3 clusters Score -1869391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1869390.125000 Penalty: 4758.033691
	Iteration 63Q: 3 clusters Score -1869390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1869390.125000 Penalty: 4758.033691
	Iteration 64F: 3 clusters Score -1869390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Entering Unmasked Estep 
Score: -407645.500000 Penalty: 1977.086060
	Iteration 0F: 2 clusters Score -407645.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -404428.312500 Penalty: 3954.172119
	Iteration 0F: 3 clusters Score -404428.3 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -405032.093750 Penalty: 3954.172119
	Iteration 1F: 3 clusters Score -405032.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -405198.312500 Penalty: 3954.172119
	Iteration 2F: 3 clusters Score -405198.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -405270.687500 Penalty: 3954.172119
	Iteration 3Q: 3 clusters Score -405270.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -405312.500000 Penalty: 3954.172119
	Iteration 4Q: 3 clusters Score -405312.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -405335.750000 Penalty: 3954.172119
	Iteration 5Q: 3 clusters Score -405335.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -405358.906250 Penalty: 3954.172119
	Iteration 6Q: 3 clusters Score -405358.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -405374.656250 Penalty: 3954.172119
	Iteration 7Q: 3 clusters Score -405374.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -405390.843750 Penalty: 3954.172119
	Iteration 8Q: 3 clusters Score -405390.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -405401.375000 Penalty: 3954.172119
	Iteration 9Q: 3 clusters Score -405401.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -405411.937500 Penalty: 3954.172119
	Iteration 10Q: 3 clusters Score -405411.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -405417.500000 Penalty: 3954.172119
	Iteration 11Q: 3 clusters Score -405417.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -405423.500000 Penalty: 3954.172119
	Iteration 12Q: 3 clusters Score -405423.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -405427.343750 Penalty: 3954.172119
	Iteration 13Q: 3 clusters Score -405427.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -405434.656250 Penalty: 3954.172119
	Iteration 14Q: 3 clusters Score -405434.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -405438.875000 Penalty: 3954.172119
	Iteration 15Q: 3 clusters Score -405438.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -405444.437500 Penalty: 3954.172119
	Iteration 16Q: 3 clusters Score -405444.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -405448.531250 Penalty: 3954.172119
	Iteration 17Q: 3 clusters Score -405448.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -405456.625000 Penalty: 3954.172119
	Iteration 18Q: 3 clusters Score -405456.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -405463.656250 Penalty: 3954.172119
	Iteration 19Q: 3 clusters Score -405463.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -405468.031250 Penalty: 3954.172119
	Iteration 20F: 3 clusters Score -405468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -405473.406250 Penalty: 3954.172119
	Iteration 21Q: 3 clusters Score -405473.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -405476.687500 Penalty: 3954.172119
	Iteration 22Q: 3 clusters Score -405476.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -405478.093750 Penalty: 3954.172119
	Iteration 23Q: 3 clusters Score -405478.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -405479.031250 Penalty: 3954.172119
	Iteration 24Q: 3 clusters Score -405479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -405479.031250 Penalty: 3954.172119
	Iteration 25F: 3 clusters Score -405479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (90184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90184 members 
Entering Unmasked Estep 
Score: -12046964.000000 Penalty: 2829.582520
	Iteration 0F: 2 clusters Score -1.204696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -11986817.000000 Penalty: 5659.165039
	Iteration 0F: 3 clusters Score -1.198682e+07 nChanged 42479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -12010795.000000 Penalty: 5659.165039
	Iteration 1F: 3 clusters Score -1.20108e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -12011410.000000 Penalty: 5659.165039
	Iteration 2Q: 3 clusters Score -1.201141e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -12011928.000000 Penalty: 5659.165039
	Iteration 3Q: 3 clusters Score -1.201193e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -12012487.000000 Penalty: 5659.165039
	Iteration 4Q: 3 clusters Score -1.201249e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -12013191.000000 Penalty: 5659.165039
	Iteration 5Q: 3 clusters Score -1.201319e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -12014113.000000 Penalty: 5659.165039
	Iteration 6Q: 3 clusters Score -1.201411e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -12015355.000000 Penalty: 5659.165039
	Iteration 7Q: 3 clusters Score -1.201536e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -12017112.000000 Penalty: 5659.165039
	Iteration 8Q: 3 clusters Score -1.201711e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56104 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -12019538.000000 Penalty: 5659.165039
	Iteration 9Q: 3 clusters Score -1.201954e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59880 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -12023086.000000 Penalty: 5659.165039
	Iteration 10F: 3 clusters Score -1.202309e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63913 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -12027509.000000 Penalty: 5659.165039
	Iteration 11F: 3 clusters Score -1.202751e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67328 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -12031559.000000 Penalty: 5659.165039
	Iteration 12F: 3 clusters Score -1.203156e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69825 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -12034463.000000 Penalty: 5659.165039
	Iteration 13Q: 3 clusters Score -1.203446e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71659 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -12036107.000000 Penalty: 5659.165039
	Iteration 14Q: 3 clusters Score -1.203611e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73287 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -12037059.000000 Penalty: 5659.165039
	Iteration 15Q: 3 clusters Score -1.203706e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74813 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -12037876.000000 Penalty: 5659.165039
	Iteration 16Q: 3 clusters Score -1.203788e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76209 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -12038559.000000 Penalty: 5659.165039
	Iteration 17Q: 3 clusters Score -1.203856e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77534 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -12039102.000000 Penalty: 5659.165039
	Iteration 18Q: 3 clusters Score -1.20391e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78803 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -12039781.000000 Penalty: 5659.165039
	Iteration 19Q: 3 clusters Score -1.203978e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80016 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -12040356.000000 Penalty: 5659.165039
	Iteration 20F: 3 clusters Score -1.204036e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81183 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -12041003.000000 Penalty: 5659.165039
	Iteration 21Q: 3 clusters Score -1.2041e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82222 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -12041478.000000 Penalty: 5659.165039
	Iteration 22Q: 3 clusters Score -1.204148e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83199 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -12041986.000000 Penalty: 5659.165039
	Iteration 23Q: 3 clusters Score -1.204199e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84081 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -12042372.000000 Penalty: 5659.165039
	Iteration 24Q: 3 clusters Score -1.204237e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84869 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -12042765.000000 Penalty: 5659.165039
	Iteration 25Q: 3 clusters Score -1.204276e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85523 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -12043110.000000 Penalty: 5659.165039
	Iteration 26Q: 3 clusters Score -1.204311e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86082 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -12043378.000000 Penalty: 5659.165039
	Iteration 27Q: 3 clusters Score -1.204338e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86587 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -12043605.000000 Penalty: 5659.165039
	Iteration 28Q: 3 clusters Score -1.20436e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87036 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -12043864.000000 Penalty: 5659.165039
	Iteration 29Q: 3 clusters Score -1.204386e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87425 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -12043999.000000 Penalty: 5659.165039
	Iteration 30Q: 3 clusters Score -1.2044e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87738 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -12044164.000000 Penalty: 5659.165039
	Iteration 31Q: 3 clusters Score -1.204416e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88023 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -12044233.000000 Penalty: 5659.165039
	Iteration 32Q: 3 clusters Score -1.204423e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88253 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -12044351.000000 Penalty: 5659.165039
	Iteration 33Q: 3 clusters Score -1.204435e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88426 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -12044403.000000 Penalty: 5659.165039
	Iteration 34Q: 3 clusters Score -1.20444e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88564 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -12044479.000000 Penalty: 5659.165039
	Iteration 35Q: 3 clusters Score -1.204448e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88688 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -12044545.000000 Penalty: 5659.165039
	Iteration 36Q: 3 clusters Score -1.204454e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88782 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -12044578.000000 Penalty: 5659.165039
	Iteration 37Q: 3 clusters Score -1.204458e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88864 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -12044633.000000 Penalty: 5659.165039
	Iteration 38Q: 3 clusters Score -1.204463e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88939 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -12044658.000000 Penalty: 5659.165039
	Iteration 39Q: 3 clusters Score -1.204466e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88986 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -12044671.000000 Penalty: 5659.165039
	Iteration 40F: 3 clusters Score -1.204467e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89026 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -12044703.000000 Penalty: 5659.165039
	Iteration 41Q: 3 clusters Score -1.20447e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89064 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -12044718.000000 Penalty: 5659.165039
	Iteration 42Q: 3 clusters Score -1.204472e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89106 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -12044732.000000 Penalty: 5659.165039
	Iteration 43Q: 3 clusters Score -1.204473e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89139 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -12044737.000000 Penalty: 5659.165039
	Iteration 44Q: 3 clusters Score -1.204474e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89169 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -12044729.000000 Penalty: 5659.165039
	Iteration 45Q: 3 clusters Score -1.204473e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89192 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -12044734.000000 Penalty: 5659.165039
	Iteration 46Q: 3 clusters Score -1.204473e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89209 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -12044742.000000 Penalty: 5659.165039
	Iteration 47Q: 3 clusters Score -1.204474e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89224 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -12044736.000000 Penalty: 5659.165039
	Iteration 48Q: 3 clusters Score -1.204474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89229 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -12044737.000000 Penalty: 5659.165039
	Iteration 49Q: 3 clusters Score -1.204474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89233 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -12044749.000000 Penalty: 5659.165039
	Iteration 50Q: 3 clusters Score -1.204475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89243 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -12044746.000000 Penalty: 5659.165039
	Iteration 51Q: 3 clusters Score -1.204475e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89252 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -12044757.000000 Penalty: 5659.165039
	Iteration 52Q: 3 clusters Score -1.204476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89256 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -12044764.000000 Penalty: 5659.165039
	Iteration 53Q: 3 clusters Score -1.204476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89259 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -12044763.000000 Penalty: 5659.165039
	Iteration 54Q: 3 clusters Score -1.204476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89262 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -12044764.000000 Penalty: 5659.165039
	Iteration 55Q: 3 clusters Score -1.204476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89263 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -12044764.000000 Penalty: 5659.165039
	Iteration 56Q: 3 clusters Score -1.204476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89264 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -12044772.000000 Penalty: 5659.165039
	Iteration 57Q: 3 clusters Score -1.204477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89264 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -12044772.000000 Penalty: 5659.165039
	Iteration 58F: 3 clusters Score -1.204477e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (68766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68766 members 
Entering Unmasked Estep 
Score: -9262520.000000 Penalty: 2762.339355
	Iteration 0F: 2 clusters Score -9262520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -9216147.000000 Penalty: 5524.678711
	Iteration 0F: 3 clusters Score -9216147 nChanged 32193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -9234290.000000 Penalty: 5524.678711
	Iteration 1F: 3 clusters Score -9234290 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -9235116.000000 Penalty: 5524.678711
	Iteration 2Q: 3 clusters Score -9235116 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -9235972.000000 Penalty: 5524.678711
	Iteration 3Q: 3 clusters Score -9235972 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -9237246.000000 Penalty: 5524.678711
	Iteration 4Q: 3 clusters Score -9237246 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -9238990.000000 Penalty: 5524.678711
	Iteration 5Q: 3 clusters Score -9238990 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -9241321.000000 Penalty: 5524.678711
	Iteration 6F: 3 clusters Score -9241321 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -9244241.000000 Penalty: 5524.678711
	Iteration 7F: 3 clusters Score -9244241 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -9247303.000000 Penalty: 5524.678711
	Iteration 8F: 3 clusters Score -9247303 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -9250080.000000 Penalty: 5524.678711
	Iteration 9F: 3 clusters Score -9250080 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -9252345.000000 Penalty: 5524.678711
	Iteration 10F: 3 clusters Score -9252345 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -9253678.000000 Penalty: 5524.678711
	Iteration 11Q: 3 clusters Score -9253678 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -9254503.000000 Penalty: 5524.678711
	Iteration 12Q: 3 clusters Score -9254503 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -9255008.000000 Penalty: 5524.678711
	Iteration 13Q: 3 clusters Score -9255008 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -9255400.000000 Penalty: 5524.678711
	Iteration 14Q: 3 clusters Score -9255400 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -9255738.000000 Penalty: 5524.678711
	Iteration 15Q: 3 clusters Score -9255738 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -9255959.000000 Penalty: 5524.678711
	Iteration 16Q: 3 clusters Score -9255959 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -9256207.000000 Penalty: 5524.678711
	Iteration 17Q: 3 clusters Score -9256207 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -9256420.000000 Penalty: 5524.678711
	Iteration 18Q: 3 clusters Score -9256420 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -9256607.000000 Penalty: 5524.678711
	Iteration 19Q: 3 clusters Score -9256607 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -9256827.000000 Penalty: 5524.678711
	Iteration 20F: 3 clusters Score -9256827 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -9257022.000000 Penalty: 5524.678711
	Iteration 21Q: 3 clusters Score -9257022 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53798 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -9257277.000000 Penalty: 5524.678711
	Iteration 22Q: 3 clusters Score -9257277 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -9257493.000000 Penalty: 5524.678711
	Iteration 23Q: 3 clusters Score -9257493 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -9257735.000000 Penalty: 5524.678711
	Iteration 24Q: 3 clusters Score -9257735 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -9257922.000000 Penalty: 5524.678711
	Iteration 25Q: 3 clusters Score -9257922 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56859 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -9258165.000000 Penalty: 5524.678711
	Iteration 26Q: 3 clusters Score -9258165 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57651 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -9258396.000000 Penalty: 5524.678711
	Iteration 27Q: 3 clusters Score -9258396 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58446 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -9258673.000000 Penalty: 5524.678711
	Iteration 28Q: 3 clusters Score -9258673 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59196 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -9258905.000000 Penalty: 5524.678711
	Iteration 29Q: 3 clusters Score -9258905 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -9259175.000000 Penalty: 5524.678711
	Iteration 30Q: 3 clusters Score -9259175 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60612 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -9259364.000000 Penalty: 5524.678711
	Iteration 31Q: 3 clusters Score -9259364 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61267 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -9259556.000000 Penalty: 5524.678711
	Iteration 32Q: 3 clusters Score -9259556 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61853 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -9259748.000000 Penalty: 5524.678711
	Iteration 33Q: 3 clusters Score -9259748 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62353 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -9259873.000000 Penalty: 5524.678711
	Iteration 34Q: 3 clusters Score -9259873 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -9260074.000000 Penalty: 5524.678711
	Iteration 35Q: 3 clusters Score -9260074 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63264 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -9260192.000000 Penalty: 5524.678711
	Iteration 36Q: 3 clusters Score -9260192 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63668 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -9260332.000000 Penalty: 5524.678711
	Iteration 37Q: 3 clusters Score -9260332 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64037 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -9260483.000000 Penalty: 5524.678711
	Iteration 38Q: 3 clusters Score -9260483 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64376 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -9260590.000000 Penalty: 5524.678711
	Iteration 39Q: 3 clusters Score -9260590 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64676 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -9260665.000000 Penalty: 5524.678711
	Iteration 40F: 3 clusters Score -9260665 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64961 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -9260746.000000 Penalty: 5524.678711
	Iteration 41Q: 3 clusters Score -9260746 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65208 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -9260798.000000 Penalty: 5524.678711
	Iteration 42Q: 3 clusters Score -9260798 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65425 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -9260866.000000 Penalty: 5524.678711
	Iteration 43Q: 3 clusters Score -9260866 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65619 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -9260921.000000 Penalty: 5524.678711
	Iteration 44Q: 3 clusters Score -9260921 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65777 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -9260921.000000 Penalty: 5524.678711
	Iteration 45Q: 3 clusters Score -9260921 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65927 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -9261004.000000 Penalty: 5524.678711
	Iteration 46Q: 3 clusters Score -9261004 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66072 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -9261046.000000 Penalty: 5524.678711
	Iteration 47Q: 3 clusters Score -9261046 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66188 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -9261097.000000 Penalty: 5524.678711
	Iteration 48Q: 3 clusters Score -9261097 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66281 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -9261108.000000 Penalty: 5524.678711
	Iteration 49Q: 3 clusters Score -9261108 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66374 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -9261120.000000 Penalty: 5524.678711
	Iteration 50Q: 3 clusters Score -9261120 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66451 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -9261129.000000 Penalty: 5524.678711
	Iteration 51Q: 3 clusters Score -9261129 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66503 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -9261153.000000 Penalty: 5524.678711
	Iteration 52Q: 3 clusters Score -9261153 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66552 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -9261165.000000 Penalty: 5524.678711
	Iteration 53Q: 3 clusters Score -9261165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66585 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -9261171.000000 Penalty: 5524.678711
	Iteration 54Q: 3 clusters Score -9261171 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66609 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -9261186.000000 Penalty: 5524.678711
	Iteration 55Q: 3 clusters Score -9261186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66636 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -9261191.000000 Penalty: 5524.678711
	Iteration 56Q: 3 clusters Score -9261191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -9261197.000000 Penalty: 5524.678711
	Iteration 57Q: 3 clusters Score -9261197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66673 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -9261203.000000 Penalty: 5524.678711
	Iteration 58Q: 3 clusters Score -9261203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66696 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -9261207.000000 Penalty: 5524.678711
	Iteration 59Q: 3 clusters Score -9261207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66715 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -9261199.000000 Penalty: 5524.678711
	Iteration 60F: 3 clusters Score -9261199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66738 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -9261211.000000 Penalty: 5524.678711
	Iteration 61Q: 3 clusters Score -9261211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66760 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -9261217.000000 Penalty: 5524.678711
	Iteration 62Q: 3 clusters Score -9261217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66782 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -9261218.000000 Penalty: 5524.678711
	Iteration 63Q: 3 clusters Score -9261218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66795 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -9261220.000000 Penalty: 5524.678711
	Iteration 64Q: 3 clusters Score -9261220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66802 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -9261220.000000 Penalty: 5524.678711
	Iteration 65Q: 3 clusters Score -9261220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66811 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -9261215.000000 Penalty: 5524.678711
	Iteration 66Q: 3 clusters Score -9261215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66819 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9261223.000000 Penalty: 5524.678711
	Iteration 67Q: 3 clusters Score -9261223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66828 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -9261219.000000 Penalty: 5524.678711
	Iteration 68Q: 3 clusters Score -9261219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66841 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -9261222.000000 Penalty: 5524.678711
	Iteration 69Q: 3 clusters Score -9261222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66851 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -9261221.000000 Penalty: 5524.678711
	Iteration 70Q: 3 clusters Score -9261221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66857 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -9261224.000000 Penalty: 5524.678711
	Iteration 71Q: 3 clusters Score -9261224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66864 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -9261227.000000 Penalty: 5524.678711
	Iteration 72Q: 3 clusters Score -9261227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -9261214.000000 Penalty: 5524.678711
	Iteration 73Q: 3 clusters Score -9261214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66881 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -9261214.000000 Penalty: 5524.678711
	Iteration 74Q: 3 clusters Score -9261214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66890 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -9261225.000000 Penalty: 5524.678711
	Iteration 75Q: 3 clusters Score -9261225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66901 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -9261230.000000 Penalty: 5524.678711
	Iteration 76Q: 3 clusters Score -9261230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66910 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -9261227.000000 Penalty: 5524.678711
	Iteration 77Q: 3 clusters Score -9261227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66917 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -9261225.000000 Penalty: 5524.678711
	Iteration 78Q: 3 clusters Score -9261225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66922 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -9261222.000000 Penalty: 5524.678711
	Iteration 79Q: 3 clusters Score -9261222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66926 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -9261220.000000 Penalty: 5524.678711
	Iteration 80F: 3 clusters Score -9261220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -9261220.000000 Penalty: 5524.678711
	Iteration 81Q: 3 clusters Score -9261220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -9261220.000000 Penalty: 5524.678711
	Iteration 82F: 3 clusters Score -9261220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -234003.125000 Penalty: 1846.608398
	Iteration 0F: 2 clusters Score -234003.1 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 888 members 
Entering Unmasked Estep 
Score: -231565.234375 Penalty: 3693.216797
	Iteration 0F: 3 clusters Score -231565.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -231954.234375 Penalty: 3693.216797
	Iteration 1F: 3 clusters Score -231954.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -232078.953125 Penalty: 3693.216797
	Iteration 2F: 3 clusters Score -232079 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -232158.625000 Penalty: 3693.216797
	Iteration 3Q: 3 clusters Score -232158.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -232220.609375 Penalty: 3693.216797
	Iteration 4Q: 3 clusters Score -232220.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -232254.406250 Penalty: 3693.216797
	Iteration 5Q: 3 clusters Score -232254.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -232295.406250 Penalty: 3693.216797
	Iteration 6Q: 3 clusters Score -232295.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -232325.484375 Penalty: 3693.216797
	Iteration 7Q: 3 clusters Score -232325.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -232349.656250 Penalty: 3693.216797
	Iteration 8Q: 3 clusters Score -232349.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -232368.812500 Penalty: 3693.216797
	Iteration 9Q: 3 clusters Score -232368.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -232378.437500 Penalty: 3693.216797
	Iteration 10Q: 3 clusters Score -232378.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -232384.859375 Penalty: 3693.216797
	Iteration 11Q: 3 clusters Score -232384.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -232390.437500 Penalty: 3693.216797
	Iteration 12Q: 3 clusters Score -232390.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -232391.468750 Penalty: 3693.216797
	Iteration 13Q: 3 clusters Score -232391.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -232393.062500 Penalty: 3693.216797
	Iteration 14Q: 3 clusters Score -232393.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -232394.937500 Penalty: 3693.216797
	Iteration 15Q: 3 clusters Score -232394.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -232397.890625 Penalty: 3693.216797
	Iteration 16Q: 3 clusters Score -232397.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -232401.328125 Penalty: 3693.216797
	Iteration 17Q: 3 clusters Score -232401.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -232404.406250 Penalty: 3693.216797
	Iteration 18Q: 3 clusters Score -232404.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -232411.625000 Penalty: 3693.216797
	Iteration 19Q: 3 clusters Score -232411.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -232418.031250 Penalty: 3693.216797
	Iteration 20F: 3 clusters Score -232418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -232422.171875 Penalty: 3693.216797
	Iteration 21Q: 3 clusters Score -232422.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -232424.984375 Penalty: 3693.216797
	Iteration 22Q: 3 clusters Score -232425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -232428.093750 Penalty: 3693.216797
	Iteration 23Q: 3 clusters Score -232428.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -232430.546875 Penalty: 3693.216797
	Iteration 24Q: 3 clusters Score -232430.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -232432.781250 Penalty: 3693.216797
	Iteration 25Q: 3 clusters Score -232432.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -232433.156250 Penalty: 3693.216797
	Iteration 26Q: 3 clusters Score -232433.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -232433.156250 Penalty: 3693.216797
	Iteration 27F: 3 clusters Score -232433.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (164159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164159 members 
Entering Unmasked Estep 
Score: -21913874.000000 Penalty: 2978.130371
	Iteration 0F: 2 clusters Score -2.191387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81667 members 
Mstep: Class 2 contains 82492 members 
Entering Unmasked Estep 
Score: -21808334.000000 Penalty: 5956.260742
	Iteration 0F: 3 clusters Score -2.180833e+07 nChanged 78443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75476 members 
Mstep: Class 2 contains 88683 members 
Entering Unmasked Estep 
Score: -21853948.000000 Penalty: 5956.260742
	Iteration 1F: 3 clusters Score -2.185395e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70982 members 
Mstep: Class 2 contains 93177 members 
Entering Unmasked Estep 
Score: -21855858.000000 Penalty: 5956.260742
	Iteration 2Q: 3 clusters Score -2.185586e+07 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64067 members 
Mstep: Class 2 contains 100092 members 
Entering Unmasked Estep 
Score: -21858996.000000 Penalty: 5956.260742
	Iteration 3Q: 3 clusters Score -2.1859e+07 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 109959 members 
Entering Unmasked Estep 
Score: -21865314.000000 Penalty: 5956.260742
	Iteration 4F: 3 clusters Score -2.186531e+07 nChanged 13379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 123086 members 
Entering Unmasked Estep 
Score: -21875432.000000 Penalty: 5956.260742
	Iteration 5F: 3 clusters Score -2.187543e+07 nChanged 14790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 137766 members 
Entering Unmasked Estep 
Score: -21888678.000000 Penalty: 5956.260742
	Iteration 6F: 3 clusters Score -2.188868e+07 nChanged 12848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 150578 members 
Entering Unmasked Estep 
Score: -21901522.000000 Penalty: 5956.260742
	Iteration 7F: 3 clusters Score -2.190152e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 158835 members 
Entering Unmasked Estep 
Score: -21908726.000000 Penalty: 5956.260742
	Iteration 8F: 3 clusters Score -2.190873e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 162453 members 
Entering Unmasked Estep 
Score: -21910810.000000 Penalty: 5956.260742
	Iteration 9Q: 3 clusters Score -2.191081e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 163535 members 
Entering Unmasked Estep 
Score: -21911178.000000 Penalty: 5956.260742
	Iteration 10Q: 3 clusters Score -2.191118e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 163809 members 
Entering Unmasked Estep 
Score: -21911248.000000 Penalty: 5956.260742
	Iteration 11Q: 3 clusters Score -2.191125e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 163892 members 
Entering Unmasked Estep 
Score: -21911332.000000 Penalty: 5956.260742
	Iteration 12Q: 3 clusters Score -2.191133e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 163918 members 
Entering Unmasked Estep 
Score: -21911388.000000 Penalty: 5956.260742
	Iteration 13Q: 3 clusters Score -2.191139e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 163930 members 
Entering Unmasked Estep 
Score: -21911412.000000 Penalty: 5956.260742
	Iteration 14Q: 3 clusters Score -2.191141e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 163935 members 
Entering Unmasked Estep 
Score: -21911422.000000 Penalty: 5956.260742
	Iteration 15Q: 3 clusters Score -2.191142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 163941 members 
Entering Unmasked Estep 
Score: -21911428.000000 Penalty: 5956.260742
	Iteration 16Q: 3 clusters Score -2.191143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 163945 members 
Entering Unmasked Estep 
Score: -21911418.000000 Penalty: 5956.260742
	Iteration 17Q: 3 clusters Score -2.191142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 163947 members 
Entering Unmasked Estep 
Score: -21911426.000000 Penalty: 5956.260742
	Iteration 18Q: 3 clusters Score -2.191143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 163948 members 
Entering Unmasked Estep 
Score: -21911428.000000 Penalty: 5956.260742
	Iteration 19Q: 3 clusters Score -2.191143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 163949 members 
Entering Unmasked Estep 
Score: -21911436.000000 Penalty: 5956.260742
	Iteration 20F: 3 clusters Score -2.191144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 163947 members 
Entering Unmasked Estep 
Score: -21911436.000000 Penalty: 5956.260742
	Iteration 21Q: 3 clusters Score -2.191144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 163947 members 
Entering Unmasked Estep 
Score: -21911436.000000 Penalty: 5956.260742
	Iteration 22F: 3 clusters Score -2.191144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Entering Unmasked Estep 
Score: -416024.031250 Penalty: 1997.442871
	Iteration 0F: 2 clusters Score -416024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -412660.468750 Penalty: 3994.885742
	Iteration 0F: 3 clusters Score -412660.5 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -413330.437500 Penalty: 3994.885742
	Iteration 1F: 3 clusters Score -413330.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -413490.343750 Penalty: 3994.885742
	Iteration 2F: 3 clusters Score -413490.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -413610.687500 Penalty: 3994.885742
	Iteration 3Q: 3 clusters Score -413610.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -413749.093750 Penalty: 3994.885742
	Iteration 4Q: 3 clusters Score -413749.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -413933.375000 Penalty: 3994.885742
	Iteration 5Q: 3 clusters Score -413933.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -414189.093750 Penalty: 3994.885742
	Iteration 6F: 3 clusters Score -414189.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -414595.312500 Penalty: 3994.885742
	Iteration 7F: 3 clusters Score -414595.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -414973.500000 Penalty: 3994.885742
	Iteration 8F: 3 clusters Score -414973.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -415233.500000 Penalty: 3994.885742
	Iteration 9F: 3 clusters Score -415233.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -415418.281250 Penalty: 3994.885742
	Iteration 10Q: 3 clusters Score -415418.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -415570.812500 Penalty: 3994.885742
	Iteration 11Q: 3 clusters Score -415570.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -415650.562500 Penalty: 3994.885742
	Iteration 12Q: 3 clusters Score -415650.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -415688.062500 Penalty: 3994.885742
	Iteration 13Q: 3 clusters Score -415688.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -415708.562500 Penalty: 3994.885742
	Iteration 14Q: 3 clusters Score -415708.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -415725.593750 Penalty: 3994.885742
	Iteration 15Q: 3 clusters Score -415725.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -415748.750000 Penalty: 3994.885742
	Iteration 16Q: 3 clusters Score -415748.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -415770.000000 Penalty: 3994.885742
	Iteration 17Q: 3 clusters Score -415770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -415790.281250 Penalty: 3994.885742
	Iteration 18Q: 3 clusters Score -415790.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -415797.218750 Penalty: 3994.885742
	Iteration 19Q: 3 clusters Score -415797.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -415799.843750 Penalty: 3994.885742
	Iteration 20F: 3 clusters Score -415799.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -415805.281250 Penalty: 3994.885742
	Iteration 21Q: 3 clusters Score -415805.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -415806.093750 Penalty: 3994.885742
	Iteration 22Q: 3 clusters Score -415806.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -415807.156250 Penalty: 3994.885742
	Iteration 23Q: 3 clusters Score -415807.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -415807.156250 Penalty: 3994.885742
	Iteration 24F: 3 clusters Score -415807.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (151406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151406 members 
Entering Unmasked Estep 
Score: -20606366.000000 Penalty: 2958.074463
	Iteration 0F: 2 clusters Score -2.060637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76009 members 
Mstep: Class 2 contains 75397 members 
Entering Unmasked Estep 
Score: -20505850.000000 Penalty: 5916.148926
	Iteration 0F: 3 clusters Score -2.050585e+07 nChanged 72428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80001 members 
Mstep: Class 2 contains 71405 members 
Entering Unmasked Estep 
Score: -20548308.000000 Penalty: 5916.148926
	Iteration 1F: 3 clusters Score -2.054831e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82740 members 
Mstep: Class 2 contains 68666 members 
Entering Unmasked Estep 
Score: -20550032.000000 Penalty: 5916.148926
	Iteration 2Q: 3 clusters Score -2.055003e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86850 members 
Mstep: Class 2 contains 64556 members 
Entering Unmasked Estep 
Score: -20552738.000000 Penalty: 5916.148926
	Iteration 3Q: 3 clusters Score -2.055274e+07 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92789 members 
Mstep: Class 2 contains 58617 members 
Entering Unmasked Estep 
Score: -20557400.000000 Penalty: 5916.148926
	Iteration 4F: 3 clusters Score -2.05574e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100468 members 
Mstep: Class 2 contains 50938 members 
Entering Unmasked Estep 
Score: -20564620.000000 Penalty: 5916.148926
	Iteration 5F: 3 clusters Score -2.056462e+07 nChanged 11446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109042 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -20574946.000000 Penalty: 5916.148926
	Iteration 6F: 3 clusters Score -2.057495e+07 nChanged 10371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116061 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -20584350.000000 Penalty: 5916.148926
	Iteration 7F: 3 clusters Score -2.058435e+07 nChanged 7681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120196 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -20590200.000000 Penalty: 5916.148926
	Iteration 8F: 3 clusters Score -2.05902e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122605 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -20592754.000000 Penalty: 5916.148926
	Iteration 9Q: 3 clusters Score -2.059275e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124689 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -20594066.000000 Penalty: 5916.148926
	Iteration 10Q: 3 clusters Score -2.059407e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126610 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -20595002.000000 Penalty: 5916.148926
	Iteration 11Q: 3 clusters Score -2.0595e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128413 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -20595790.000000 Penalty: 5916.148926
	Iteration 12Q: 3 clusters Score -2.059579e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130090 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -20596628.000000 Penalty: 5916.148926
	Iteration 13Q: 3 clusters Score -2.059663e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131673 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -20597336.000000 Penalty: 5916.148926
	Iteration 14Q: 3 clusters Score -2.059734e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133128 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -20597930.000000 Penalty: 5916.148926
	Iteration 15Q: 3 clusters Score -2.059793e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134399 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -20598530.000000 Penalty: 5916.148926
	Iteration 16Q: 3 clusters Score -2.059853e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135598 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -20598944.000000 Penalty: 5916.148926
	Iteration 17Q: 3 clusters Score -2.059894e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136710 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -20599354.000000 Penalty: 5916.148926
	Iteration 18Q: 3 clusters Score -2.059935e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137800 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -20599772.000000 Penalty: 5916.148926
	Iteration 19Q: 3 clusters Score -2.059977e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138848 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -20600164.000000 Penalty: 5916.148926
	Iteration 20F: 3 clusters Score -2.060016e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139828 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -20600522.000000 Penalty: 5916.148926
	Iteration 21Q: 3 clusters Score -2.060052e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140759 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -20600852.000000 Penalty: 5916.148926
	Iteration 22Q: 3 clusters Score -2.060085e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141643 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -20601130.000000 Penalty: 5916.148926
	Iteration 23Q: 3 clusters Score -2.060113e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142444 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -20601430.000000 Penalty: 5916.148926
	Iteration 24Q: 3 clusters Score -2.060143e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143217 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -20601762.000000 Penalty: 5916.148926
	Iteration 25Q: 3 clusters Score -2.060176e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143932 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -20602024.000000 Penalty: 5916.148926
	Iteration 26Q: 3 clusters Score -2.060202e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144570 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -20602286.000000 Penalty: 5916.148926
	Iteration 27Q: 3 clusters Score -2.060229e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145169 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -20602520.000000 Penalty: 5916.148926
	Iteration 28Q: 3 clusters Score -2.060252e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145739 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -20602710.000000 Penalty: 5916.148926
	Iteration 29Q: 3 clusters Score -2.060271e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146262 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -20602972.000000 Penalty: 5916.148926
	Iteration 30Q: 3 clusters Score -2.060297e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146744 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -20603110.000000 Penalty: 5916.148926
	Iteration 31Q: 3 clusters Score -2.060311e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147178 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -20603304.000000 Penalty: 5916.148926
	Iteration 32Q: 3 clusters Score -2.06033e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147550 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -20603448.000000 Penalty: 5916.148926
	Iteration 33Q: 3 clusters Score -2.060345e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147916 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -20603584.000000 Penalty: 5916.148926
	Iteration 34Q: 3 clusters Score -2.060358e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148230 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -20603674.000000 Penalty: 5916.148926
	Iteration 35Q: 3 clusters Score -2.060367e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148503 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -20603786.000000 Penalty: 5916.148926
	Iteration 36Q: 3 clusters Score -2.060379e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148722 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -20603802.000000 Penalty: 5916.148926
	Iteration 37Q: 3 clusters Score -2.06038e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148925 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -20603848.000000 Penalty: 5916.148926
	Iteration 38Q: 3 clusters Score -2.060385e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149108 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -20603940.000000 Penalty: 5916.148926
	Iteration 39Q: 3 clusters Score -2.060394e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149255 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -20603926.000000 Penalty: 5916.148926
	Iteration 40F: 3 clusters Score -2.060393e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149378 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -20603918.000000 Penalty: 5916.148926
	Iteration 41Q: 3 clusters Score -2.060392e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149493 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -20603928.000000 Penalty: 5916.148926
	Iteration 42Q: 3 clusters Score -2.060393e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149597 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -20603926.000000 Penalty: 5916.148926
	Iteration 43Q: 3 clusters Score -2.060393e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149697 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -20603976.000000 Penalty: 5916.148926
	Iteration 44Q: 3 clusters Score -2.060398e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149782 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -20604012.000000 Penalty: 5916.148926
	Iteration 45Q: 3 clusters Score -2.060401e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149851 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -20604022.000000 Penalty: 5916.148926
	Iteration 46Q: 3 clusters Score -2.060402e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149923 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -20604032.000000 Penalty: 5916.148926
	Iteration 47Q: 3 clusters Score -2.060403e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149972 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -20604024.000000 Penalty: 5916.148926
	Iteration 48Q: 3 clusters Score -2.060402e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150024 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -20604062.000000 Penalty: 5916.148926
	Iteration 49Q: 3 clusters Score -2.060406e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150065 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -20604060.000000 Penalty: 5916.148926
	Iteration 50Q: 3 clusters Score -2.060406e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150101 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -20604056.000000 Penalty: 5916.148926
	Iteration 51Q: 3 clusters Score -2.060406e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150130 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -20604050.000000 Penalty: 5916.148926
	Iteration 52Q: 3 clusters Score -2.060405e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150151 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -20604058.000000 Penalty: 5916.148926
	Iteration 53Q: 3 clusters Score -2.060406e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150168 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -20604052.000000 Penalty: 5916.148926
	Iteration 54Q: 3 clusters Score -2.060405e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150188 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -20604066.000000 Penalty: 5916.148926
	Iteration 55Q: 3 clusters Score -2.060407e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150208 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -20604068.000000 Penalty: 5916.148926
	Iteration 56Q: 3 clusters Score -2.060407e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150232 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -20604074.000000 Penalty: 5916.148926
	Iteration 57Q: 3 clusters Score -2.060407e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150255 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -20604070.000000 Penalty: 5916.148926
	Iteration 58Q: 3 clusters Score -2.060407e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150272 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -20604060.000000 Penalty: 5916.148926
	Iteration 59Q: 3 clusters Score -2.060406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150286 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -20604070.000000 Penalty: 5916.148926
	Iteration 60F: 3 clusters Score -2.060407e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150304 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -20604070.000000 Penalty: 5916.148926
	Iteration 61Q: 3 clusters Score -2.060407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150319 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -20604092.000000 Penalty: 5916.148926
	Iteration 62Q: 3 clusters Score -2.060409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150331 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -20604076.000000 Penalty: 5916.148926
	Iteration 63Q: 3 clusters Score -2.060408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150336 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -20604076.000000 Penalty: 5916.148926
	Iteration 64Q: 3 clusters Score -2.060408e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150344 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -20604060.000000 Penalty: 5916.148926
	Iteration 65Q: 3 clusters Score -2.060406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150350 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -20604074.000000 Penalty: 5916.148926
	Iteration 66Q: 3 clusters Score -2.060407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150358 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -20604068.000000 Penalty: 5916.148926
	Iteration 67Q: 3 clusters Score -2.060407e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150361 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -20604086.000000 Penalty: 5916.148926
	Iteration 68Q: 3 clusters Score -2.060409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150364 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -20604084.000000 Penalty: 5916.148926
	Iteration 69Q: 3 clusters Score -2.060408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150367 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -20604072.000000 Penalty: 5916.148926
	Iteration 70Q: 3 clusters Score -2.060407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150370 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -20604092.000000 Penalty: 5916.148926
	Iteration 71Q: 3 clusters Score -2.060409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150373 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -20604094.000000 Penalty: 5916.148926
	Iteration 72Q: 3 clusters Score -2.060409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150377 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -20604096.000000 Penalty: 5916.148926
	Iteration 73Q: 3 clusters Score -2.06041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150381 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -20604102.000000 Penalty: 5916.148926
	Iteration 74Q: 3 clusters Score -2.06041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150384 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -20604086.000000 Penalty: 5916.148926
	Iteration 75Q: 3 clusters Score -2.060409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150384 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -20604086.000000 Penalty: 5916.148926
	Iteration 76F: 3 clusters Score -2.060409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (138633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138633 members 
Entering Unmasked Estep 
Score: -17986866.000000 Penalty: 2936.217041
	Iteration 0F: 2 clusters Score -1.798687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69448 members 
Mstep: Class 2 contains 69185 members 
Entering Unmasked Estep 
Score: -17894150.000000 Penalty: 5872.434082
	Iteration 0F: 3 clusters Score -1.789415e+07 nChanged 65886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70784 members 
Mstep: Class 2 contains 67849 members 
Entering Unmasked Estep 
Score: -17932652.000000 Penalty: 5872.434082
	Iteration 1F: 3 clusters Score -1.793265e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72181 members 
Mstep: Class 2 contains 66452 members 
Entering Unmasked Estep 
Score: -17933920.000000 Penalty: 5872.434082
	Iteration 2Q: 3 clusters Score -1.793392e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74246 members 
Mstep: Class 2 contains 64387 members 
Entering Unmasked Estep 
Score: -17935770.000000 Penalty: 5872.434082
	Iteration 3Q: 3 clusters Score -1.793577e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77468 members 
Mstep: Class 2 contains 61165 members 
Entering Unmasked Estep 
Score: -17938834.000000 Penalty: 5872.434082
	Iteration 4Q: 3 clusters Score -1.793883e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81797 members 
Mstep: Class 2 contains 56836 members 
Entering Unmasked Estep 
Score: -17943076.000000 Penalty: 5872.434082
	Iteration 5F: 3 clusters Score -1.794308e+07 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86966 members 
Mstep: Class 2 contains 51667 members 
Entering Unmasked Estep 
Score: -17947852.000000 Penalty: 5872.434082
	Iteration 6F: 3 clusters Score -1.794785e+07 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92847 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -17952752.000000 Penalty: 5872.434082
	Iteration 7F: 3 clusters Score -1.795275e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99069 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -17957228.000000 Penalty: 5872.434082
	Iteration 8F: 3 clusters Score -1.795723e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105673 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -17961524.000000 Penalty: 5872.434082
	Iteration 9F: 3 clusters Score -1.796152e+07 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112484 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -17966238.000000 Penalty: 5872.434082
	Iteration 10F: 3 clusters Score -1.796624e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119182 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -17970844.000000 Penalty: 5872.434082
	Iteration 11Q: 3 clusters Score -1.797084e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125256 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -17975132.000000 Penalty: 5872.434082
	Iteration 12Q: 3 clusters Score -1.797513e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130130 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -17978728.000000 Penalty: 5872.434082
	Iteration 13Q: 3 clusters Score -1.797873e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133517 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -17981166.000000 Penalty: 5872.434082
	Iteration 14Q: 3 clusters Score -1.798117e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135572 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -17982570.000000 Penalty: 5872.434082
	Iteration 15Q: 3 clusters Score -1.798257e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136720 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -17983430.000000 Penalty: 5872.434082
	Iteration 16Q: 3 clusters Score -1.798343e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137346 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -17983884.000000 Penalty: 5872.434082
	Iteration 17Q: 3 clusters Score -1.798388e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137669 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -17984116.000000 Penalty: 5872.434082
	Iteration 18Q: 3 clusters Score -1.798412e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137861 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -17984246.000000 Penalty: 5872.434082
	Iteration 19Q: 3 clusters Score -1.798425e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137980 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -17984346.000000 Penalty: 5872.434082
	Iteration 20F: 3 clusters Score -1.798435e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138041 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -17984378.000000 Penalty: 5872.434082
	Iteration 21Q: 3 clusters Score -1.798438e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138073 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -17984422.000000 Penalty: 5872.434082
	Iteration 22Q: 3 clusters Score -1.798442e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138098 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -17984436.000000 Penalty: 5872.434082
	Iteration 23Q: 3 clusters Score -1.798444e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138118 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -17984448.000000 Penalty: 5872.434082
	Iteration 24Q: 3 clusters Score -1.798445e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138141 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -17984468.000000 Penalty: 5872.434082
	Iteration 25Q: 3 clusters Score -1.798447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138155 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -17984484.000000 Penalty: 5872.434082
	Iteration 26Q: 3 clusters Score -1.798448e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138176 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -17984482.000000 Penalty: 5872.434082
	Iteration 27Q: 3 clusters Score -1.798448e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138188 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -17984498.000000 Penalty: 5872.434082
	Iteration 28Q: 3 clusters Score -1.79845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138194 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -17984510.000000 Penalty: 5872.434082
	Iteration 29Q: 3 clusters Score -1.798451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138204 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -17984522.000000 Penalty: 5872.434082
	Iteration 30Q: 3 clusters Score -1.798452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138208 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -17984542.000000 Penalty: 5872.434082
	Iteration 31Q: 3 clusters Score -1.798454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138211 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -17984536.000000 Penalty: 5872.434082
	Iteration 32Q: 3 clusters Score -1.798454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138216 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -17984544.000000 Penalty: 5872.434082
	Iteration 33Q: 3 clusters Score -1.798454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138222 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -17984540.000000 Penalty: 5872.434082
	Iteration 34Q: 3 clusters Score -1.798454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138226 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -17984540.000000 Penalty: 5872.434082
	Iteration 35Q: 3 clusters Score -1.798454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138228 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -17984548.000000 Penalty: 5872.434082
	Iteration 36Q: 3 clusters Score -1.798455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138231 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -17984552.000000 Penalty: 5872.434082
	Iteration 37Q: 3 clusters Score -1.798455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138231 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -17984560.000000 Penalty: 5872.434082
	Iteration 38Q: 3 clusters Score -1.798456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138233 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -17984560.000000 Penalty: 5872.434082
	Iteration 39Q: 3 clusters Score -1.798456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138236 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -17984562.000000 Penalty: 5872.434082
	Iteration 40F: 3 clusters Score -1.798456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138239 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -17984566.000000 Penalty: 5872.434082
	Iteration 41Q: 3 clusters Score -1.798457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138242 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -17984564.000000 Penalty: 5872.434082
	Iteration 42Q: 3 clusters Score -1.798456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138244 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -17984554.000000 Penalty: 5872.434082
	Iteration 43Q: 3 clusters Score -1.798455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138245 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -17984556.000000 Penalty: 5872.434082
	Iteration 44Q: 3 clusters Score -1.798456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138246 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -17984548.000000 Penalty: 5872.434082
	Iteration 45Q: 3 clusters Score -1.798455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138246 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -17984548.000000 Penalty: 5872.434082
	Iteration 46F: 3 clusters Score -1.798455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (162564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162564 members 
Entering Unmasked Estep 
Score: -21581170.000000 Penalty: 2975.708984
	Iteration 0F: 2 clusters Score -2.158117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81143 members 
Mstep: Class 2 contains 81421 members 
Entering Unmasked Estep 
Score: -21476460.000000 Penalty: 5951.417969
	Iteration 0F: 3 clusters Score -2.147646e+07 nChanged 77675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79484 members 
Mstep: Class 2 contains 83080 members 
Entering Unmasked Estep 
Score: -21521490.000000 Penalty: 5951.417969
	Iteration 1F: 3 clusters Score -2.152149e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78369 members 
Mstep: Class 2 contains 84195 members 
Entering Unmasked Estep 
Score: -21522278.000000 Penalty: 5951.417969
	Iteration 2Q: 3 clusters Score -2.152228e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76654 members 
Mstep: Class 2 contains 85910 members 
Entering Unmasked Estep 
Score: -21523252.000000 Penalty: 5951.417969
	Iteration 3Q: 3 clusters Score -2.152325e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73900 members 
Mstep: Class 2 contains 88664 members 
Entering Unmasked Estep 
Score: -21524670.000000 Penalty: 5951.417969
	Iteration 4Q: 3 clusters Score -2.152467e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69664 members 
Mstep: Class 2 contains 92900 members 
Entering Unmasked Estep 
Score: -21527374.000000 Penalty: 5951.417969
	Iteration 5Q: 3 clusters Score -2.152737e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63406 members 
Mstep: Class 2 contains 99158 members 
Entering Unmasked Estep 
Score: -21531668.000000 Penalty: 5951.417969
	Iteration 6F: 3 clusters Score -2.153167e+07 nChanged 11007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 107657 members 
Entering Unmasked Estep 
Score: -21538672.000000 Penalty: 5951.417969
	Iteration 7F: 3 clusters Score -2.153867e+07 nChanged 12384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 117815 members 
Entering Unmasked Estep 
Score: -21548070.000000 Penalty: 5951.417969
	Iteration 8F: 3 clusters Score -2.154807e+07 nChanged 11749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 127582 members 
Entering Unmasked Estep 
Score: -21558700.000000 Penalty: 5951.417969
	Iteration 9F: 3 clusters Score -2.15587e+07 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 134744 members 
Entering Unmasked Estep 
Score: -21567466.000000 Penalty: 5951.417969
	Iteration 10F: 3 clusters Score -2.156747e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 138678 members 
Entering Unmasked Estep 
Score: -21572528.000000 Penalty: 5951.417969
	Iteration 11Q: 3 clusters Score -2.157253e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 140997 members 
Entering Unmasked Estep 
Score: -21574820.000000 Penalty: 5951.417969
	Iteration 12Q: 3 clusters Score -2.157482e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 142852 members 
Entering Unmasked Estep 
Score: -21576176.000000 Penalty: 5951.417969
	Iteration 13Q: 3 clusters Score -2.157618e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 144632 members 
Entering Unmasked Estep 
Score: -21577300.000000 Penalty: 5951.417969
	Iteration 14Q: 3 clusters Score -2.15773e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 146268 members 
Entering Unmasked Estep 
Score: -21578224.000000 Penalty: 5951.417969
	Iteration 15Q: 3 clusters Score -2.157822e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 147829 members 
Entering Unmasked Estep 
Score: -21579186.000000 Penalty: 5951.417969
	Iteration 16Q: 3 clusters Score -2.157919e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 149354 members 
Entering Unmasked Estep 
Score: -21579884.000000 Penalty: 5951.417969
	Iteration 17Q: 3 clusters Score -2.157988e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 150789 members 
Entering Unmasked Estep 
Score: -21580292.000000 Penalty: 5951.417969
	Iteration 18Q: 3 clusters Score -2.158029e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 152152 members 
Entering Unmasked Estep 
Score: -21580660.000000 Penalty: 5951.417969
	Iteration 19Q: 3 clusters Score -2.158066e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 153398 members 
Entering Unmasked Estep 
Score: -21581160.000000 Penalty: 5951.417969
	Iteration 20F: 3 clusters Score -2.158116e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 154477 members 
Entering Unmasked Estep 
Score: -21581382.000000 Penalty: 5951.417969
	Iteration 21Q: 3 clusters Score -2.158138e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 155417 members 
Entering Unmasked Estep 
Score: -21581468.000000 Penalty: 5951.417969
	Iteration 22Q: 3 clusters Score -2.158147e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 156258 members 
Entering Unmasked Estep 
Score: -21581620.000000 Penalty: 5951.417969
	Iteration 23Q: 3 clusters Score -2.158162e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 156987 members 
Entering Unmasked Estep 
Score: -21581720.000000 Penalty: 5951.417969
	Iteration 24Q: 3 clusters Score -2.158172e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 157579 members 
Entering Unmasked Estep 
Score: -21581716.000000 Penalty: 5951.417969
	Iteration 25Q: 3 clusters Score -2.158172e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 158061 members 
Entering Unmasked Estep 
Score: -21581564.000000 Penalty: 5951.417969
	Iteration 26Q: 3 clusters Score -2.158156e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 158462 members 
Entering Unmasked Estep 
Score: -21581422.000000 Penalty: 5951.417969
	Iteration 27Q: 3 clusters Score -2.158142e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 158822 members 
Entering Unmasked Estep 
Score: -21581276.000000 Penalty: 5951.417969
	Iteration 28Q: 3 clusters Score -2.158128e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 159108 members 
Entering Unmasked Estep 
Score: -21581240.000000 Penalty: 5951.417969
	Iteration 29Q: 3 clusters Score -2.158124e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 159332 members 
Entering Unmasked Estep 
Score: -21581188.000000 Penalty: 5951.417969
	Iteration 30Q: 3 clusters Score -2.158119e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 159523 members 
Entering Unmasked Estep 
Score: -21581104.000000 Penalty: 5951.417969
	Iteration 31Q: 3 clusters Score -2.15811e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 159695 members 
Entering Unmasked Estep 
Score: -21581024.000000 Penalty: 5951.417969
	Iteration 32Q: 3 clusters Score -2.158102e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 159837 members 
Entering Unmasked Estep 
Score: -21580990.000000 Penalty: 5951.417969
	Iteration 33Q: 3 clusters Score -2.158099e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 159946 members 
Entering Unmasked Estep 
Score: -21580942.000000 Penalty: 5951.417969
	Iteration 34Q: 3 clusters Score -2.158094e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 160035 members 
Entering Unmasked Estep 
Score: -21580886.000000 Penalty: 5951.417969
	Iteration 35Q: 3 clusters Score -2.158089e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 160104 members 
Entering Unmasked Estep 
Score: -21580838.000000 Penalty: 5951.417969
	Iteration 36Q: 3 clusters Score -2.158084e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 160162 members 
Entering Unmasked Estep 
Score: -21580812.000000 Penalty: 5951.417969
	Iteration 37Q: 3 clusters Score -2.158081e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 160216 members 
Entering Unmasked Estep 
Score: -21580778.000000 Penalty: 5951.417969
	Iteration 38Q: 3 clusters Score -2.158078e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 160247 members 
Entering Unmasked Estep 
Score: -21580778.000000 Penalty: 5951.417969
	Iteration 39Q: 3 clusters Score -2.158078e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 160283 members 
Entering Unmasked Estep 
Score: -21580744.000000 Penalty: 5951.417969
	Iteration 40F: 3 clusters Score -2.158074e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 160313 members 
Entering Unmasked Estep 
Score: -21580728.000000 Penalty: 5951.417969
	Iteration 41Q: 3 clusters Score -2.158073e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 160350 members 
Entering Unmasked Estep 
Score: -21580662.000000 Penalty: 5951.417969
	Iteration 42Q: 3 clusters Score -2.158066e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 160390 members 
Entering Unmasked Estep 
Score: -21580654.000000 Penalty: 5951.417969
	Iteration 43Q: 3 clusters Score -2.158065e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 160417 members 
Entering Unmasked Estep 
Score: -21580664.000000 Penalty: 5951.417969
	Iteration 44Q: 3 clusters Score -2.158066e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 160433 members 
Entering Unmasked Estep 
Score: -21580640.000000 Penalty: 5951.417969
	Iteration 45Q: 3 clusters Score -2.158064e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 160446 members 
Entering Unmasked Estep 
Score: -21580640.000000 Penalty: 5951.417969
	Iteration 46Q: 3 clusters Score -2.158064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 160457 members 
Entering Unmasked Estep 
Score: -21580636.000000 Penalty: 5951.417969
	Iteration 47Q: 3 clusters Score -2.158064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 160467 members 
Entering Unmasked Estep 
Score: -21580618.000000 Penalty: 5951.417969
	Iteration 48Q: 3 clusters Score -2.158062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 160472 members 
Entering Unmasked Estep 
Score: -21580612.000000 Penalty: 5951.417969
	Iteration 49Q: 3 clusters Score -2.158061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 160477 members 
Entering Unmasked Estep 
Score: -21580602.000000 Penalty: 5951.417969
	Iteration 50Q: 3 clusters Score -2.15806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 160479 members 
Entering Unmasked Estep 
Score: -21580614.000000 Penalty: 5951.417969
	Iteration 51Q: 3 clusters Score -2.158061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 160480 members 
Entering Unmasked Estep 
Score: -21580604.000000 Penalty: 5951.417969
	Iteration 52Q: 3 clusters Score -2.15806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 160481 members 
Entering Unmasked Estep 
Score: -21580610.000000 Penalty: 5951.417969
	Iteration 53Q: 3 clusters Score -2.158061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 160481 members 
Entering Unmasked Estep 
Score: -21580610.000000 Penalty: 5951.417969
	Iteration 54F: 3 clusters Score -2.158061e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (157083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157083 members 
Entering Unmasked Estep 
Score: -20895708.000000 Penalty: 2967.203369
	Iteration 0F: 2 clusters Score -2.089571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78829 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -20792938.000000 Penalty: 5934.406738
	Iteration 0F: 3 clusters Score -2.079294e+07 nChanged 75015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82186 members 
Mstep: Class 2 contains 74897 members 
Entering Unmasked Estep 
Score: -20836774.000000 Penalty: 5934.406738
	Iteration 1F: 3 clusters Score -2.083677e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84382 members 
Mstep: Class 2 contains 72701 members 
Entering Unmasked Estep 
Score: -20838414.000000 Penalty: 5934.406738
	Iteration 2Q: 3 clusters Score -2.083841e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87817 members 
Mstep: Class 2 contains 69266 members 
Entering Unmasked Estep 
Score: -20840934.000000 Penalty: 5934.406738
	Iteration 3Q: 3 clusters Score -2.084093e+07 nChanged 7806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93135 members 
Mstep: Class 2 contains 63948 members 
Entering Unmasked Estep 
Score: -20844894.000000 Penalty: 5934.406738
	Iteration 4Q: 3 clusters Score -2.084489e+07 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101014 members 
Mstep: Class 2 contains 56069 members 
Entering Unmasked Estep 
Score: -20851220.000000 Penalty: 5934.406738
	Iteration 5F: 3 clusters Score -2.085122e+07 nChanged 12050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111512 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -20860246.000000 Penalty: 5934.406738
	Iteration 6F: 3 clusters Score -2.086025e+07 nChanged 12253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122779 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -20870566.000000 Penalty: 5934.406738
	Iteration 7F: 3 clusters Score -2.087057e+07 nChanged 10237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132478 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -20879728.000000 Penalty: 5934.406738
	Iteration 8F: 3 clusters Score -2.087973e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138833 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -20885810.000000 Penalty: 5934.406738
	Iteration 9Q: 3 clusters Score -2.088581e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142696 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -20889486.000000 Penalty: 5934.406738
	Iteration 10Q: 3 clusters Score -2.088949e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145167 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -20891438.000000 Penalty: 5934.406738
	Iteration 11Q: 3 clusters Score -2.089144e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146940 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -20892834.000000 Penalty: 5934.406738
	Iteration 12Q: 3 clusters Score -2.089283e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148326 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -20893622.000000 Penalty: 5934.406738
	Iteration 13Q: 3 clusters Score -2.089362e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149436 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -20894194.000000 Penalty: 5934.406738
	Iteration 14Q: 3 clusters Score -2.089419e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150282 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -20894522.000000 Penalty: 5934.406738
	Iteration 15Q: 3 clusters Score -2.089452e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151004 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -20894784.000000 Penalty: 5934.406738
	Iteration 16Q: 3 clusters Score -2.089478e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151610 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -20894930.000000 Penalty: 5934.406738
	Iteration 17Q: 3 clusters Score -2.089493e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152084 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -20895038.000000 Penalty: 5934.406738
	Iteration 18Q: 3 clusters Score -2.089504e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152475 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -20895122.000000 Penalty: 5934.406738
	Iteration 19Q: 3 clusters Score -2.089512e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152783 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -20895140.000000 Penalty: 5934.406738
	Iteration 20F: 3 clusters Score -2.089514e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153038 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -20895114.000000 Penalty: 5934.406738
	Iteration 21Q: 3 clusters Score -2.089511e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153262 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -20895174.000000 Penalty: 5934.406738
	Iteration 22Q: 3 clusters Score -2.089517e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153445 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -20895164.000000 Penalty: 5934.406738
	Iteration 23Q: 3 clusters Score -2.089516e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153601 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -20895172.000000 Penalty: 5934.406738
	Iteration 24Q: 3 clusters Score -2.089517e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153703 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -20895216.000000 Penalty: 5934.406738
	Iteration 25Q: 3 clusters Score -2.089522e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153780 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -20895234.000000 Penalty: 5934.406738
	Iteration 26Q: 3 clusters Score -2.089523e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153846 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -20895252.000000 Penalty: 5934.406738
	Iteration 27Q: 3 clusters Score -2.089525e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153899 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -20895214.000000 Penalty: 5934.406738
	Iteration 28Q: 3 clusters Score -2.089521e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153948 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -20895210.000000 Penalty: 5934.406738
	Iteration 29Q: 3 clusters Score -2.089521e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153980 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -20895198.000000 Penalty: 5934.406738
	Iteration 30Q: 3 clusters Score -2.08952e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154014 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -20895210.000000 Penalty: 5934.406738
	Iteration 31Q: 3 clusters Score -2.089521e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154045 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -20895192.000000 Penalty: 5934.406738
	Iteration 32Q: 3 clusters Score -2.089519e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154083 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -20895178.000000 Penalty: 5934.406738
	Iteration 33Q: 3 clusters Score -2.089518e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154120 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -20895176.000000 Penalty: 5934.406738
	Iteration 34Q: 3 clusters Score -2.089518e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154165 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -20895184.000000 Penalty: 5934.406738
	Iteration 35Q: 3 clusters Score -2.089518e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154206 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -20895178.000000 Penalty: 5934.406738
	Iteration 36Q: 3 clusters Score -2.089518e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154235 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -20895186.000000 Penalty: 5934.406738
	Iteration 37Q: 3 clusters Score -2.089519e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154255 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -20895164.000000 Penalty: 5934.406738
	Iteration 38Q: 3 clusters Score -2.089516e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154275 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -20895156.000000 Penalty: 5934.406738
	Iteration 39Q: 3 clusters Score -2.089516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154288 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -20895158.000000 Penalty: 5934.406738
	Iteration 40F: 3 clusters Score -2.089516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154298 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -20895162.000000 Penalty: 5934.406738
	Iteration 41Q: 3 clusters Score -2.089516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154305 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -20895166.000000 Penalty: 5934.406738
	Iteration 42Q: 3 clusters Score -2.089517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154316 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -20895158.000000 Penalty: 5934.406738
	Iteration 43Q: 3 clusters Score -2.089516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154320 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -20895148.000000 Penalty: 5934.406738
	Iteration 44Q: 3 clusters Score -2.089515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154326 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -20895146.000000 Penalty: 5934.406738
	Iteration 45Q: 3 clusters Score -2.089515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154328 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -20895152.000000 Penalty: 5934.406738
	Iteration 46Q: 3 clusters Score -2.089515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154333 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -20895148.000000 Penalty: 5934.406738
	Iteration 47Q: 3 clusters Score -2.089515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154338 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -20895142.000000 Penalty: 5934.406738
	Iteration 48Q: 3 clusters Score -2.089514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154340 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -20895136.000000 Penalty: 5934.406738
	Iteration 49Q: 3 clusters Score -2.089514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154342 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -20895128.000000 Penalty: 5934.406738
	Iteration 50Q: 3 clusters Score -2.089513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154344 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -20895130.000000 Penalty: 5934.406738
	Iteration 51Q: 3 clusters Score -2.089513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154345 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -20895134.000000 Penalty: 5934.406738
	Iteration 52Q: 3 clusters Score -2.089513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154346 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -20895140.000000 Penalty: 5934.406738
	Iteration 53Q: 3 clusters Score -2.089514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154347 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -20895134.000000 Penalty: 5934.406738
	Iteration 54Q: 3 clusters Score -2.089513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154347 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -20895134.000000 Penalty: 5934.406738
	Iteration 55F: 3 clusters Score -2.089513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (159816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159816 members 
Entering Unmasked Estep 
Score: -21046004.000000 Penalty: 2971.480957
	Iteration 0F: 2 clusters Score -2.1046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79990 members 
Mstep: Class 2 contains 79826 members 
Entering Unmasked Estep 
Score: -20940808.000000 Penalty: 5942.961914
	Iteration 0F: 3 clusters Score -2.094081e+07 nChanged 76585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80595 members 
Mstep: Class 2 contains 79221 members 
Entering Unmasked Estep 
Score: -20985440.000000 Penalty: 5942.961914
	Iteration 1F: 3 clusters Score -2.098544e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81029 members 
Mstep: Class 2 contains 78787 members 
Entering Unmasked Estep 
Score: -20986658.000000 Penalty: 5942.961914
	Iteration 2Q: 3 clusters Score -2.098666e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81538 members 
Mstep: Class 2 contains 78278 members 
Entering Unmasked Estep 
Score: -20988708.000000 Penalty: 5942.961914
	Iteration 3Q: 3 clusters Score -2.098871e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82062 members 
Mstep: Class 2 contains 77754 members 
Entering Unmasked Estep 
Score: -20991340.000000 Penalty: 5942.961914
	Iteration 4Q: 3 clusters Score -2.099134e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82575 members 
Mstep: Class 2 contains 77241 members 
Entering Unmasked Estep 
Score: -20995170.000000 Penalty: 5942.961914
	Iteration 5Q: 3 clusters Score -2.099517e+07 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82963 members 
Mstep: Class 2 contains 76853 members 
Entering Unmasked Estep 
Score: -21000778.000000 Penalty: 5942.961914
	Iteration 6F: 3 clusters Score -2.100078e+07 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83166 members 
Mstep: Class 2 contains 76650 members 
Entering Unmasked Estep 
Score: -21008512.000000 Penalty: 5942.961914
	Iteration 7F: 3 clusters Score -2.100851e+07 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83305 members 
Mstep: Class 2 contains 76511 members 
Entering Unmasked Estep 
Score: -21016532.000000 Penalty: 5942.961914
	Iteration 8F: 3 clusters Score -2.101653e+07 nChanged 9404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83443 members 
Mstep: Class 2 contains 76373 members 
Entering Unmasked Estep 
Score: -21021372.000000 Penalty: 5942.961914
	Iteration 9F: 3 clusters Score -2.102137e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83622 members 
Mstep: Class 2 contains 76194 members 
Entering Unmasked Estep 
Score: -21022886.000000 Penalty: 5942.961914
	Iteration 10Q: 3 clusters Score -2.102289e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83744 members 
Mstep: Class 2 contains 76072 members 
Entering Unmasked Estep 
Score: -21023228.000000 Penalty: 5942.961914
	Iteration 11Q: 3 clusters Score -2.102323e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83854 members 
Mstep: Class 2 contains 75962 members 
Entering Unmasked Estep 
Score: -21023362.000000 Penalty: 5942.961914
	Iteration 12Q: 3 clusters Score -2.102336e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84022 members 
Mstep: Class 2 contains 75794 members 
Entering Unmasked Estep 
Score: -21023458.000000 Penalty: 5942.961914
	Iteration 13Q: 3 clusters Score -2.102346e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84155 members 
Mstep: Class 2 contains 75661 members 
Entering Unmasked Estep 
Score: -21023510.000000 Penalty: 5942.961914
	Iteration 14Q: 3 clusters Score -2.102351e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84307 members 
Mstep: Class 2 contains 75509 members 
Entering Unmasked Estep 
Score: -21023640.000000 Penalty: 5942.961914
	Iteration 15Q: 3 clusters Score -2.102364e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84475 members 
Mstep: Class 2 contains 75341 members 
Entering Unmasked Estep 
Score: -21023736.000000 Penalty: 5942.961914
	Iteration 16Q: 3 clusters Score -2.102374e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84680 members 
Mstep: Class 2 contains 75136 members 
Entering Unmasked Estep 
Score: -21023920.000000 Penalty: 5942.961914
	Iteration 17Q: 3 clusters Score -2.102392e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84916 members 
Mstep: Class 2 contains 74900 members 
Entering Unmasked Estep 
Score: -21023878.000000 Penalty: 5942.961914
	Iteration 18Q: 3 clusters Score -2.102388e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85178 members 
Mstep: Class 2 contains 74638 members 
Entering Unmasked Estep 
Score: -21024004.000000 Penalty: 5942.961914
	Iteration 19Q: 3 clusters Score -2.1024e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85477 members 
Mstep: Class 2 contains 74339 members 
Entering Unmasked Estep 
Score: -21024002.000000 Penalty: 5942.961914
	Iteration 20F: 3 clusters Score -2.1024e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85793 members 
Mstep: Class 2 contains 74023 members 
Entering Unmasked Estep 
Score: -21024132.000000 Penalty: 5942.961914
	Iteration 21Q: 3 clusters Score -2.102413e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86175 members 
Mstep: Class 2 contains 73641 members 
Entering Unmasked Estep 
Score: -21024270.000000 Penalty: 5942.961914
	Iteration 22Q: 3 clusters Score -2.102427e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86621 members 
Mstep: Class 2 contains 73195 members 
Entering Unmasked Estep 
Score: -21024272.000000 Penalty: 5942.961914
	Iteration 23Q: 3 clusters Score -2.102427e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87107 members 
Mstep: Class 2 contains 72709 members 
Entering Unmasked Estep 
Score: -21024424.000000 Penalty: 5942.961914
	Iteration 24Q: 3 clusters Score -2.102442e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87588 members 
Mstep: Class 2 contains 72228 members 
Entering Unmasked Estep 
Score: -21024540.000000 Penalty: 5942.961914
	Iteration 25Q: 3 clusters Score -2.102454e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88130 members 
Mstep: Class 2 contains 71686 members 
Entering Unmasked Estep 
Score: -21024580.000000 Penalty: 5942.961914
	Iteration 26Q: 3 clusters Score -2.102458e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88659 members 
Mstep: Class 2 contains 71157 members 
Entering Unmasked Estep 
Score: -21024658.000000 Penalty: 5942.961914
	Iteration 27Q: 3 clusters Score -2.102466e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89240 members 
Mstep: Class 2 contains 70576 members 
Entering Unmasked Estep 
Score: -21024808.000000 Penalty: 5942.961914
	Iteration 28Q: 3 clusters Score -2.102481e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89919 members 
Mstep: Class 2 contains 69897 members 
Entering Unmasked Estep 
Score: -21024958.000000 Penalty: 5942.961914
	Iteration 29Q: 3 clusters Score -2.102496e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90707 members 
Mstep: Class 2 contains 69109 members 
Entering Unmasked Estep 
Score: -21025018.000000 Penalty: 5942.961914
	Iteration 30Q: 3 clusters Score -2.102502e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91598 members 
Mstep: Class 2 contains 68218 members 
Entering Unmasked Estep 
Score: -21025238.000000 Penalty: 5942.961914
	Iteration 31Q: 3 clusters Score -2.102524e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92647 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -21025374.000000 Penalty: 5942.961914
	Iteration 32Q: 3 clusters Score -2.102537e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93843 members 
Mstep: Class 2 contains 65973 members 
Entering Unmasked Estep 
Score: -21025680.000000 Penalty: 5942.961914
	Iteration 33Q: 3 clusters Score -2.102568e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95196 members 
Mstep: Class 2 contains 64620 members 
Entering Unmasked Estep 
Score: -21025942.000000 Penalty: 5942.961914
	Iteration 34Q: 3 clusters Score -2.102594e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96695 members 
Mstep: Class 2 contains 63121 members 
Entering Unmasked Estep 
Score: -21026272.000000 Penalty: 5942.961914
	Iteration 35Q: 3 clusters Score -2.102627e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98354 members 
Mstep: Class 2 contains 61462 members 
Entering Unmasked Estep 
Score: -21026576.000000 Penalty: 5942.961914
	Iteration 36Q: 3 clusters Score -2.102658e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100053 members 
Mstep: Class 2 contains 59763 members 
Entering Unmasked Estep 
Score: -21026874.000000 Penalty: 5942.961914
	Iteration 37Q: 3 clusters Score -2.102687e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101906 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -21027178.000000 Penalty: 5942.961914
	Iteration 38Q: 3 clusters Score -2.102718e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103771 members 
Mstep: Class 2 contains 56045 members 
Entering Unmasked Estep 
Score: -21027584.000000 Penalty: 5942.961914
	Iteration 39Q: 3 clusters Score -2.102758e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105804 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -21027996.000000 Penalty: 5942.961914
	Iteration 40F: 3 clusters Score -2.1028e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108002 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -21028524.000000 Penalty: 5942.961914
	Iteration 41Q: 3 clusters Score -2.102852e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110232 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -21029108.000000 Penalty: 5942.961914
	Iteration 42Q: 3 clusters Score -2.102911e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112515 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -21029646.000000 Penalty: 5942.961914
	Iteration 43Q: 3 clusters Score -2.102965e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114846 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -21030246.000000 Penalty: 5942.961914
	Iteration 44Q: 3 clusters Score -2.103025e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117189 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -21030820.000000 Penalty: 5942.961914
	Iteration 45Q: 3 clusters Score -2.103082e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119532 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -21031486.000000 Penalty: 5942.961914
	Iteration 46Q: 3 clusters Score -2.103149e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121940 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -21032270.000000 Penalty: 5942.961914
	Iteration 47Q: 3 clusters Score -2.103227e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124364 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -21033020.000000 Penalty: 5942.961914
	Iteration 48Q: 3 clusters Score -2.103302e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126789 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -21033838.000000 Penalty: 5942.961914
	Iteration 49Q: 3 clusters Score -2.103384e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129153 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -21034518.000000 Penalty: 5942.961914
	Iteration 50Q: 3 clusters Score -2.103452e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131500 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -21035240.000000 Penalty: 5942.961914
	Iteration 51Q: 3 clusters Score -2.103524e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133736 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -21035882.000000 Penalty: 5942.961914
	Iteration 52Q: 3 clusters Score -2.103588e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135934 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -21036584.000000 Penalty: 5942.961914
	Iteration 53Q: 3 clusters Score -2.103658e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138026 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -21037160.000000 Penalty: 5942.961914
	Iteration 54Q: 3 clusters Score -2.103716e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140023 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -21037866.000000 Penalty: 5942.961914
	Iteration 55Q: 3 clusters Score -2.103787e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141962 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -21038682.000000 Penalty: 5942.961914
	Iteration 56Q: 3 clusters Score -2.103868e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143741 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -21039402.000000 Penalty: 5942.961914
	Iteration 57Q: 3 clusters Score -2.10394e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145404 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -21039990.000000 Penalty: 5942.961914
	Iteration 58Q: 3 clusters Score -2.103999e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147002 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -21040522.000000 Penalty: 5942.961914
	Iteration 59Q: 3 clusters Score -2.104052e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148463 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -21041078.000000 Penalty: 5942.961914
	Iteration 60F: 3 clusters Score -2.104108e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149859 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -21041552.000000 Penalty: 5942.961914
	Iteration 61Q: 3 clusters Score -2.104155e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151124 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -21041974.000000 Penalty: 5942.961914
	Iteration 62Q: 3 clusters Score -2.104197e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152233 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -21042404.000000 Penalty: 5942.961914
	Iteration 63Q: 3 clusters Score -2.10424e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153239 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -21042812.000000 Penalty: 5942.961914
	Iteration 64Q: 3 clusters Score -2.104281e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154079 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -21042990.000000 Penalty: 5942.961914
	Iteration 65Q: 3 clusters Score -2.104299e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154832 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -21043102.000000 Penalty: 5942.961914
	Iteration 66Q: 3 clusters Score -2.10431e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155474 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -21043302.000000 Penalty: 5942.961914
	Iteration 67Q: 3 clusters Score -2.10433e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156017 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -21043442.000000 Penalty: 5942.961914
	Iteration 68Q: 3 clusters Score -2.104344e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156462 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -21043590.000000 Penalty: 5942.961914
	Iteration 69Q: 3 clusters Score -2.104359e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156829 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -21043662.000000 Penalty: 5942.961914
	Iteration 70Q: 3 clusters Score -2.104366e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157126 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -21043726.000000 Penalty: 5942.961914
	Iteration 71Q: 3 clusters Score -2.104373e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157388 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -21043814.000000 Penalty: 5942.961914
	Iteration 72Q: 3 clusters Score -2.104381e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157571 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -21043866.000000 Penalty: 5942.961914
	Iteration 73Q: 3 clusters Score -2.104387e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157713 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -21043826.000000 Penalty: 5942.961914
	Iteration 74Q: 3 clusters Score -2.104383e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157824 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -21043828.000000 Penalty: 5942.961914
	Iteration 75Q: 3 clusters Score -2.104383e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157905 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -21043852.000000 Penalty: 5942.961914
	Iteration 76Q: 3 clusters Score -2.104385e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157990 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -21043896.000000 Penalty: 5942.961914
	Iteration 77Q: 3 clusters Score -2.10439e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158058 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -21043928.000000 Penalty: 5942.961914
	Iteration 78Q: 3 clusters Score -2.104393e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158109 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -21043926.000000 Penalty: 5942.961914
	Iteration 79Q: 3 clusters Score -2.104393e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158155 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -21043928.000000 Penalty: 5942.961914
	Iteration 80F: 3 clusters Score -2.104393e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158196 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -21043936.000000 Penalty: 5942.961914
	Iteration 81Q: 3 clusters Score -2.104394e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158234 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -21043952.000000 Penalty: 5942.961914
	Iteration 82Q: 3 clusters Score -2.104395e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158260 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -21043938.000000 Penalty: 5942.961914
	Iteration 83Q: 3 clusters Score -2.104394e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158281 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -21043964.000000 Penalty: 5942.961914
	Iteration 84Q: 3 clusters Score -2.104396e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158302 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -21043964.000000 Penalty: 5942.961914
	Iteration 85Q: 3 clusters Score -2.104396e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158320 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -21043964.000000 Penalty: 5942.961914
	Iteration 86Q: 3 clusters Score -2.104396e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158338 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -21043982.000000 Penalty: 5942.961914
	Iteration 87Q: 3 clusters Score -2.104398e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158355 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -21043986.000000 Penalty: 5942.961914
	Iteration 88Q: 3 clusters Score -2.104399e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158364 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -21043970.000000 Penalty: 5942.961914
	Iteration 89Q: 3 clusters Score -2.104397e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158375 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -21043998.000000 Penalty: 5942.961914
	Iteration 90Q: 3 clusters Score -2.1044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158389 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -21044010.000000 Penalty: 5942.961914
	Iteration 91Q: 3 clusters Score -2.104401e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158400 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -21044020.000000 Penalty: 5942.961914
	Iteration 92Q: 3 clusters Score -2.104402e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158415 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -21044012.000000 Penalty: 5942.961914
	Iteration 93Q: 3 clusters Score -2.104401e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158431 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -21044018.000000 Penalty: 5942.961914
	Iteration 94Q: 3 clusters Score -2.104402e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158440 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -21044030.000000 Penalty: 5942.961914
	Iteration 95Q: 3 clusters Score -2.104403e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158449 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -21044024.000000 Penalty: 5942.961914
	Iteration 96Q: 3 clusters Score -2.104402e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158462 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -21044028.000000 Penalty: 5942.961914
	Iteration 97Q: 3 clusters Score -2.104403e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158482 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -21044002.000000 Penalty: 5942.961914
	Iteration 98Q: 3 clusters Score -2.1044e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158507 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -21043998.000000 Penalty: 5942.961914
	Iteration 99Q: 3 clusters Score -2.1044e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158531 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -21044000.000000 Penalty: 5942.961914
	Iteration 100F: 3 clusters Score -2.1044e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158549 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -21044004.000000 Penalty: 5942.961914
	Iteration 101Q: 3 clusters Score -2.1044e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158570 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -21044024.000000 Penalty: 5942.961914
	Iteration 102Q: 3 clusters Score -2.104402e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158591 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -21044036.000000 Penalty: 5942.961914
	Iteration 103Q: 3 clusters Score -2.104404e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158603 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -21044024.000000 Penalty: 5942.961914
	Iteration 104Q: 3 clusters Score -2.104402e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158608 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -21044044.000000 Penalty: 5942.961914
	Iteration 105Q: 3 clusters Score -2.104404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158617 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -21044050.000000 Penalty: 5942.961914
	Iteration 106Q: 3 clusters Score -2.104405e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158625 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -21044060.000000 Penalty: 5942.961914
	Iteration 107Q: 3 clusters Score -2.104406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158632 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -21044056.000000 Penalty: 5942.961914
	Iteration 108Q: 3 clusters Score -2.104406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158632 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -21044054.000000 Penalty: 5942.961914
	Iteration 109Q: 3 clusters Score -2.104405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158632 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -21044056.000000 Penalty: 5942.961914
	Iteration 110Q: 3 clusters Score -2.104406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158636 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -21044048.000000 Penalty: 5942.961914
	Iteration 111Q: 3 clusters Score -2.104405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158639 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -21044056.000000 Penalty: 5942.961914
	Iteration 112Q: 3 clusters Score -2.104406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158641 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -21044060.000000 Penalty: 5942.961914
	Iteration 113Q: 3 clusters Score -2.104406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158646 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -21044058.000000 Penalty: 5942.961914
	Iteration 114Q: 3 clusters Score -2.104406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158653 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -21044054.000000 Penalty: 5942.961914
	Iteration 115Q: 3 clusters Score -2.104405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158655 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -21044056.000000 Penalty: 5942.961914
	Iteration 116Q: 3 clusters Score -2.104406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158658 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -21044060.000000 Penalty: 5942.961914
	Iteration 117Q: 3 clusters Score -2.104406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158658 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -21044060.000000 Penalty: 5942.961914
	Iteration 118F: 3 clusters Score -2.104406e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (167415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167415 members 
Entering Unmasked Estep 
Score: -22845680.000000 Penalty: 2983.001221
	Iteration 0F: 2 clusters Score -2.284568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83676 members 
Mstep: Class 2 contains 83739 members 
Entering Unmasked Estep 
Score: -22736010.000000 Penalty: 5966.002441
	Iteration 0F: 3 clusters Score -2.273601e+07 nChanged 80350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81810 members 
Mstep: Class 2 contains 85605 members 
Entering Unmasked Estep 
Score: -22783126.000000 Penalty: 5966.002441
	Iteration 1F: 3 clusters Score -2.278313e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81069 members 
Mstep: Class 2 contains 86346 members 
Entering Unmasked Estep 
Score: -22783984.000000 Penalty: 5966.002441
	Iteration 2Q: 3 clusters Score -2.278398e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79994 members 
Mstep: Class 2 contains 87421 members 
Entering Unmasked Estep 
Score: -22784970.000000 Penalty: 5966.002441
	Iteration 3Q: 3 clusters Score -2.278497e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78251 members 
Mstep: Class 2 contains 89164 members 
Entering Unmasked Estep 
Score: -22786280.000000 Penalty: 5966.002441
	Iteration 4Q: 3 clusters Score -2.278628e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75655 members 
Mstep: Class 2 contains 91760 members 
Entering Unmasked Estep 
Score: -22788514.000000 Penalty: 5966.002441
	Iteration 5Q: 3 clusters Score -2.278851e+07 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72068 members 
Mstep: Class 2 contains 95347 members 
Entering Unmasked Estep 
Score: -22791894.000000 Penalty: 5966.002441
	Iteration 6Q: 3 clusters Score -2.279189e+07 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67741 members 
Mstep: Class 2 contains 99674 members 
Entering Unmasked Estep 
Score: -22797320.000000 Penalty: 5966.002441
	Iteration 7F: 3 clusters Score -2.279732e+07 nChanged 10160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62875 members 
Mstep: Class 2 contains 104540 members 
Entering Unmasked Estep 
Score: -22805486.000000 Penalty: 5966.002441
	Iteration 8F: 3 clusters Score -2.280549e+07 nChanged 10872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58905 members 
Mstep: Class 2 contains 108510 members 
Entering Unmasked Estep 
Score: -22814160.000000 Penalty: 5966.002441
	Iteration 9F: 3 clusters Score -2.281416e+07 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56246 members 
Mstep: Class 2 contains 111169 members 
Entering Unmasked Estep 
Score: -22820332.000000 Penalty: 5966.002441
	Iteration 10F: 3 clusters Score -2.282033e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 113217 members 
Entering Unmasked Estep 
Score: -22822822.000000 Penalty: 5966.002441
	Iteration 11Q: 3 clusters Score -2.282282e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Mstep: Class 2 contains 115205 members 
Entering Unmasked Estep 
Score: -22823828.000000 Penalty: 5966.002441
	Iteration 12Q: 3 clusters Score -2.282383e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 117263 members 
Entering Unmasked Estep 
Score: -22824682.000000 Penalty: 5966.002441
	Iteration 13Q: 3 clusters Score -2.282468e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 119422 members 
Entering Unmasked Estep 
Score: -22825452.000000 Penalty: 5966.002441
	Iteration 14Q: 3 clusters Score -2.282545e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 121620 members 
Entering Unmasked Estep 
Score: -22826188.000000 Penalty: 5966.002441
	Iteration 15Q: 3 clusters Score -2.282619e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 123842 members 
Entering Unmasked Estep 
Score: -22826868.000000 Penalty: 5966.002441
	Iteration 16Q: 3 clusters Score -2.282687e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 126127 members 
Entering Unmasked Estep 
Score: -22827604.000000 Penalty: 5966.002441
	Iteration 17Q: 3 clusters Score -2.28276e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 128359 members 
Entering Unmasked Estep 
Score: -22828282.000000 Penalty: 5966.002441
	Iteration 18Q: 3 clusters Score -2.282828e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 130650 members 
Entering Unmasked Estep 
Score: -22829104.000000 Penalty: 5966.002441
	Iteration 19Q: 3 clusters Score -2.28291e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 132967 members 
Entering Unmasked Estep 
Score: -22829844.000000 Penalty: 5966.002441
	Iteration 20F: 3 clusters Score -2.282984e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 135335 members 
Entering Unmasked Estep 
Score: -22830646.000000 Penalty: 5966.002441
	Iteration 21Q: 3 clusters Score -2.283065e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 137937 members 
Entering Unmasked Estep 
Score: -22831616.000000 Penalty: 5966.002441
	Iteration 22Q: 3 clusters Score -2.283162e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 140486 members 
Entering Unmasked Estep 
Score: -22832590.000000 Penalty: 5966.002441
	Iteration 23Q: 3 clusters Score -2.283259e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 143031 members 
Entering Unmasked Estep 
Score: -22833518.000000 Penalty: 5966.002441
	Iteration 24Q: 3 clusters Score -2.283352e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 145549 members 
Entering Unmasked Estep 
Score: -22834642.000000 Penalty: 5966.002441
	Iteration 25Q: 3 clusters Score -2.283464e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 148121 members 
Entering Unmasked Estep 
Score: -22835584.000000 Penalty: 5966.002441
	Iteration 26Q: 3 clusters Score -2.283558e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 150569 members 
Entering Unmasked Estep 
Score: -22836526.000000 Penalty: 5966.002441
	Iteration 27Q: 3 clusters Score -2.283653e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 152818 members 
Entering Unmasked Estep 
Score: -22837332.000000 Penalty: 5966.002441
	Iteration 28Q: 3 clusters Score -2.283733e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 154852 members 
Entering Unmasked Estep 
Score: -22838250.000000 Penalty: 5966.002441
	Iteration 29Q: 3 clusters Score -2.283825e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 156738 members 
Entering Unmasked Estep 
Score: -22839012.000000 Penalty: 5966.002441
	Iteration 30Q: 3 clusters Score -2.283901e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 158378 members 
Entering Unmasked Estep 
Score: -22839740.000000 Penalty: 5966.002441
	Iteration 31Q: 3 clusters Score -2.283974e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 159816 members 
Entering Unmasked Estep 
Score: -22840320.000000 Penalty: 5966.002441
	Iteration 32Q: 3 clusters Score -2.284032e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 161008 members 
Entering Unmasked Estep 
Score: -22840888.000000 Penalty: 5966.002441
	Iteration 33Q: 3 clusters Score -2.284089e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 162021 members 
Entering Unmasked Estep 
Score: -22841284.000000 Penalty: 5966.002441
	Iteration 34Q: 3 clusters Score -2.284128e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 162883 members 
Entering Unmasked Estep 
Score: -22841678.000000 Penalty: 5966.002441
	Iteration 35Q: 3 clusters Score -2.284168e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 163648 members 
Entering Unmasked Estep 
Score: -22841972.000000 Penalty: 5966.002441
	Iteration 36Q: 3 clusters Score -2.284197e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 164229 members 
Entering Unmasked Estep 
Score: -22842264.000000 Penalty: 5966.002441
	Iteration 37Q: 3 clusters Score -2.284226e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 164690 members 
Entering Unmasked Estep 
Score: -22842500.000000 Penalty: 5966.002441
	Iteration 38Q: 3 clusters Score -2.28425e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 165045 members 
Entering Unmasked Estep 
Score: -22842696.000000 Penalty: 5966.002441
	Iteration 39Q: 3 clusters Score -2.28427e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 165334 members 
Entering Unmasked Estep 
Score: -22842840.000000 Penalty: 5966.002441
	Iteration 40F: 3 clusters Score -2.284284e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 165545 members 
Entering Unmasked Estep 
Score: -22842926.000000 Penalty: 5966.002441
	Iteration 41Q: 3 clusters Score -2.284293e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 165715 members 
Entering Unmasked Estep 
Score: -22843006.000000 Penalty: 5966.002441
	Iteration 42Q: 3 clusters Score -2.284301e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 165847 members 
Entering Unmasked Estep 
Score: -22843046.000000 Penalty: 5966.002441
	Iteration 43Q: 3 clusters Score -2.284305e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 165942 members 
Entering Unmasked Estep 
Score: -22843066.000000 Penalty: 5966.002441
	Iteration 44Q: 3 clusters Score -2.284307e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 166019 members 
Entering Unmasked Estep 
Score: -22843092.000000 Penalty: 5966.002441
	Iteration 45Q: 3 clusters Score -2.284309e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 166069 members 
Entering Unmasked Estep 
Score: -22843164.000000 Penalty: 5966.002441
	Iteration 46Q: 3 clusters Score -2.284316e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 166112 members 
Entering Unmasked Estep 
Score: -22843168.000000 Penalty: 5966.002441
	Iteration 47Q: 3 clusters Score -2.284317e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 166144 members 
Entering Unmasked Estep 
Score: -22843166.000000 Penalty: 5966.002441
	Iteration 48Q: 3 clusters Score -2.284317e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 166183 members 
Entering Unmasked Estep 
Score: -22843184.000000 Penalty: 5966.002441
	Iteration 49Q: 3 clusters Score -2.284318e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 166207 members 
Entering Unmasked Estep 
Score: -22843180.000000 Penalty: 5966.002441
	Iteration 50Q: 3 clusters Score -2.284318e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 166230 members 
Entering Unmasked Estep 
Score: -22843210.000000 Penalty: 5966.002441
	Iteration 51Q: 3 clusters Score -2.284321e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 166248 members 
Entering Unmasked Estep 
Score: -22843232.000000 Penalty: 5966.002441
	Iteration 52Q: 3 clusters Score -2.284323e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 166272 members 
Entering Unmasked Estep 
Score: -22843246.000000 Penalty: 5966.002441
	Iteration 53Q: 3 clusters Score -2.284325e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 166293 members 
Entering Unmasked Estep 
Score: -22843262.000000 Penalty: 5966.002441
	Iteration 54Q: 3 clusters Score -2.284326e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 166310 members 
Entering Unmasked Estep 
Score: -22843248.000000 Penalty: 5966.002441
	Iteration 55Q: 3 clusters Score -2.284325e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 166320 members 
Entering Unmasked Estep 
Score: -22843272.000000 Penalty: 5966.002441
	Iteration 56Q: 3 clusters Score -2.284327e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 166334 members 
Entering Unmasked Estep 
Score: -22843290.000000 Penalty: 5966.002441
	Iteration 57Q: 3 clusters Score -2.284329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 166342 members 
Entering Unmasked Estep 
Score: -22843300.000000 Penalty: 5966.002441
	Iteration 58Q: 3 clusters Score -2.28433e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 166352 members 
Entering Unmasked Estep 
Score: -22843314.000000 Penalty: 5966.002441
	Iteration 59Q: 3 clusters Score -2.284331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 166354 members 
Entering Unmasked Estep 
Score: -22843324.000000 Penalty: 5966.002441
	Iteration 60F: 3 clusters Score -2.284332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 166356 members 
Entering Unmasked Estep 
Score: -22843312.000000 Penalty: 5966.002441
	Iteration 61Q: 3 clusters Score -2.284331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 166360 members 
Entering Unmasked Estep 
Score: -22843314.000000 Penalty: 5966.002441
	Iteration 62Q: 3 clusters Score -2.284331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 166362 members 
Entering Unmasked Estep 
Score: -22843308.000000 Penalty: 5966.002441
	Iteration 63Q: 3 clusters Score -2.284331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 166367 members 
Entering Unmasked Estep 
Score: -22843316.000000 Penalty: 5966.002441
	Iteration 64Q: 3 clusters Score -2.284332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 166372 members 
Entering Unmasked Estep 
Score: -22843306.000000 Penalty: 5966.002441
	Iteration 65Q: 3 clusters Score -2.284331e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 166378 members 
Entering Unmasked Estep 
Score: -22843334.000000 Penalty: 5966.002441
	Iteration 66Q: 3 clusters Score -2.284333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 166382 members 
Entering Unmasked Estep 
Score: -22843342.000000 Penalty: 5966.002441
	Iteration 67Q: 3 clusters Score -2.284334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 166388 members 
Entering Unmasked Estep 
Score: -22843332.000000 Penalty: 5966.002441
	Iteration 68Q: 3 clusters Score -2.284333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 166390 members 
Entering Unmasked Estep 
Score: -22843326.000000 Penalty: 5966.002441
	Iteration 69Q: 3 clusters Score -2.284333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 166392 members 
Entering Unmasked Estep 
Score: -22843332.000000 Penalty: 5966.002441
	Iteration 70Q: 3 clusters Score -2.284333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 166394 members 
Entering Unmasked Estep 
Score: -22843340.000000 Penalty: 5966.002441
	Iteration 71Q: 3 clusters Score -2.284334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 166398 members 
Entering Unmasked Estep 
Score: -22843332.000000 Penalty: 5966.002441
	Iteration 72Q: 3 clusters Score -2.284333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 166399 members 
Entering Unmasked Estep 
Score: -22843324.000000 Penalty: 5966.002441
	Iteration 73Q: 3 clusters Score -2.284332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 166400 members 
Entering Unmasked Estep 
Score: -22843318.000000 Penalty: 5966.002441
	Iteration 74Q: 3 clusters Score -2.284332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 166405 members 
Entering Unmasked Estep 
Score: -22843330.000000 Penalty: 5966.002441
	Iteration 75Q: 3 clusters Score -2.284333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 166408 members 
Entering Unmasked Estep 
Score: -22843296.000000 Penalty: 5966.002441
	Iteration 76Q: 3 clusters Score -2.28433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 166410 members 
Entering Unmasked Estep 
Score: -22843300.000000 Penalty: 5966.002441
	Iteration 77Q: 3 clusters Score -2.28433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 166412 members 
Entering Unmasked Estep 
Score: -22843294.000000 Penalty: 5966.002441
	Iteration 78Q: 3 clusters Score -2.284329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 166415 members 
Entering Unmasked Estep 
Score: -22843298.000000 Penalty: 5966.002441
	Iteration 79Q: 3 clusters Score -2.28433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 166416 members 
Entering Unmasked Estep 
Score: -22843302.000000 Penalty: 5966.002441
	Iteration 80F: 3 clusters Score -2.28433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 166417 members 
Entering Unmasked Estep 
Score: -22843298.000000 Penalty: 5966.002441
	Iteration 81Q: 3 clusters Score -2.28433e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 166418 members 
Entering Unmasked Estep 
Score: -22843310.000000 Penalty: 5966.002441
	Iteration 82Q: 3 clusters Score -2.284331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 166420 members 
Entering Unmasked Estep 
Score: -22843296.000000 Penalty: 5966.002441
	Iteration 83Q: 3 clusters Score -2.28433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 166420 members 
Entering Unmasked Estep 
Score: -22843296.000000 Penalty: 5966.002441
	Iteration 84F: 3 clusters Score -2.28433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Entering Unmasked Estep 
Score: -354165.937500 Penalty: 2004.742065
	Iteration 0F: 2 clusters Score -354165.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -351187.281250 Penalty: 4009.484131
	Iteration 0F: 3 clusters Score -351187.3 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -356072.593750 Penalty: 4009.484131
	Iteration 1F: 3 clusters Score -356072.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -361303.125000 Penalty: 4009.484131
	Iteration 2F: 3 clusters Score -361303.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -363429.968750 Penalty: 4009.484131
	Iteration 3F: 3 clusters Score -363430 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -364090.093750 Penalty: 4009.484131
	Iteration 4Q: 3 clusters Score -364090.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -364588.000000 Penalty: 4009.484131
	Iteration 5Q: 3 clusters Score -364588 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -364877.437500 Penalty: 4009.484131
	Iteration 6Q: 3 clusters Score -364877.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -365109.093750 Penalty: 4009.484131
	Iteration 7Q: 3 clusters Score -365109.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -365138.562500 Penalty: 4009.484131
	Iteration 8Q: 3 clusters Score -365138.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -365169.781250 Penalty: 4009.484131
	Iteration 9Q: 3 clusters Score -365169.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -365181.000000 Penalty: 4009.484131
	Iteration 10Q: 3 clusters Score -365181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -365183.406250 Penalty: 4009.484131
	Iteration 11Q: 3 clusters Score -365183.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -365188.437500 Penalty: 4009.484131
	Iteration 12Q: 3 clusters Score -365188.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -365189.875000 Penalty: 4009.484131
	Iteration 13Q: 3 clusters Score -365189.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -365193.406250 Penalty: 4009.484131
	Iteration 14Q: 3 clusters Score -365193.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -365198.968750 Penalty: 4009.484131
	Iteration 15Q: 3 clusters Score -365199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -365205.312500 Penalty: 4009.484131
	Iteration 16Q: 3 clusters Score -365205.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -365217.562500 Penalty: 4009.484131
	Iteration 17Q: 3 clusters Score -365217.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -365228.375000 Penalty: 4009.484131
	Iteration 18Q: 3 clusters Score -365228.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -365259.250000 Penalty: 4009.484131
	Iteration 19Q: 3 clusters Score -365259.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -365332.687500 Penalty: 4009.484131
	Iteration 20F: 3 clusters Score -365332.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -365731.875000 Penalty: 4009.484131
	Iteration 21Q: 3 clusters Score -365731.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -366581.593750 Penalty: 4009.484131
	Iteration 22Q: 3 clusters Score -366581.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -366627.968750 Penalty: 4009.484131
	Iteration 23Q: 3 clusters Score -366628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -366651.343750 Penalty: 4009.484131
	Iteration 24Q: 3 clusters Score -366651.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -366677.093750 Penalty: 4009.484131
	Iteration 25Q: 3 clusters Score -366677.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -366715.812500 Penalty: 4009.484131
	Iteration 26Q: 3 clusters Score -366715.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -366775.875000 Penalty: 4009.484131
	Iteration 27Q: 3 clusters Score -366775.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -366820.718750 Penalty: 4009.484131
	Iteration 28Q: 3 clusters Score -366820.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -366842.750000 Penalty: 4009.484131
	Iteration 29Q: 3 clusters Score -366842.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -366855.156250 Penalty: 4009.484131
	Iteration 30Q: 3 clusters Score -366855.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -366883.093750 Penalty: 4009.484131
	Iteration 31Q: 3 clusters Score -366883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -366886.843750 Penalty: 4009.484131
	Iteration 32Q: 3 clusters Score -366886.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -366985.000000 Penalty: 4009.484131
	Iteration 33F: 3 clusters Score -366985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -367165.875000 Penalty: 4009.484131
	Iteration 34Q: 3 clusters Score -367165.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -367242.843750 Penalty: 4009.484131
	Iteration 35Q: 3 clusters Score -367242.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -367251.875000 Penalty: 4009.484131
	Iteration 36Q: 3 clusters Score -367251.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -367251.875000 Penalty: 4009.484131
	Iteration 37F: 3 clusters Score -367251.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 94708 members 
Mstep: Class 2 contains 14659 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 4 contains 1261 members 
Mstep: Class 5 contains 90184 members 
Mstep: Class 6 contains 68766 members 
Mstep: Class 7 contains 1713 members 
Mstep: Class 9 contains 164159 members 
Mstep: Class 10 contains 3147 members 
Mstep: Class 11 contains 151406 members 
Mstep: Class 12 contains 138633 members 
Mstep: Class 13 contains 162564 members 
Mstep: Class 14 contains 157083 members 
Mstep: Class 15 contains 159816 members 
Mstep: Class 18 contains 167415 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
Score: -180366096.000000 Penalty: 56099.433594
Splitting cluster 19 changes total score from -180352720.000000 to -180366096.000000
So it's getting split into cluster 4.
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 94708 members 
Mstep: Class 2 contains 14659 members 
Mstep: Class 3 contains 2899 members 
Mstep: Class 5 contains 90184 members 
Mstep: Class 6 contains 68766 members 
Mstep: Class 7 contains 1713 members 
Mstep: Class 9 contains 164159 members 
Mstep: Class 10 contains 3147 members 
Mstep: Class 11 contains 151406 members 
Mstep: Class 12 contains 138633 members 
Mstep: Class 13 contains 162564 members 
Mstep: Class 14 contains 157083 members 
Mstep: Class 15 contains 159816 members 
Mstep: Class 18 contains 167415 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366832.000000 Penalty: 56099.433594
Iteration 39Q: 17 clusters Score -1.803668e+08 nChanged 12617
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 94761 members 
Mstep: Class 2 contains 14722 members 
Mstep: Class 3 contains 2844 members 
Mstep: Class 4 contains 1277 members 
Mstep: Class 5 contains 90308 members 
Mstep: Class 6 contains 69620 members 
Mstep: Class 7 contains 1691 members 
Mstep: Class 9 contains 163849 members 
Mstep: Class 10 contains 3140 members 
Mstep: Class 11 contains 151366 members 
Mstep: Class 12 contains 138599 members 
Mstep: Class 13 contains 162527 members 
Mstep: Class 14 contains 156909 members 
Mstep: Class 15 contains 159588 members 
Mstep: Class 18 contains 167212 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369232.000000 Penalty: 56099.433594
Iteration 40F: 17 clusters Score -1.803692e+08 nChanged 12214
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 94824 members 
Mstep: Class 2 contains 14771 members 
Mstep: Class 3 contains 2792 members 
Mstep: Class 4 contains 1292 members 
Mstep: Class 5 contains 90340 members 
Mstep: Class 6 contains 70429 members 
Mstep: Class 7 contains 1667 members 
Mstep: Class 9 contains 163540 members 
Mstep: Class 10 contains 3130 members 
Mstep: Class 11 contains 151503 members 
Mstep: Class 12 contains 138530 members 
Mstep: Class 13 contains 162353 members 
Mstep: Class 14 contains 156763 members 
Mstep: Class 15 contains 159392 members 
Mstep: Class 18 contains 167094 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180370928.000000 Penalty: 56099.433594
Iteration 41Q: 17 clusters Score -1.803709e+08 nChanged 11819
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 94914 members 
Mstep: Class 2 contains 14820 members 
Mstep: Class 3 contains 2746 members 
Mstep: Class 4 contains 1298 members 
Mstep: Class 5 contains 90207 members 
Mstep: Class 6 contains 71171 members 
Mstep: Class 7 contains 1656 members 
Mstep: Class 9 contains 163265 members 
Mstep: Class 10 contains 3126 members 
Mstep: Class 11 contains 151609 members 
Mstep: Class 12 contains 138499 members 
Mstep: Class 13 contains 162184 members 
Mstep: Class 14 contains 156576 members 
Mstep: Class 15 contains 159310 members 
Mstep: Class 18 contains 167041 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180373136.000000 Penalty: 56099.433594
Iteration 42Q: 17 clusters Score -1.803731e+08 nChanged 11127
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 94971 members 
Mstep: Class 2 contains 14870 members 
Mstep: Class 3 contains 2690 members 
Mstep: Class 4 contains 1299 members 
Mstep: Class 5 contains 89979 members 
Mstep: Class 6 contains 71835 members 
Mstep: Class 7 contains 1645 members 
Mstep: Class 9 contains 163095 members 
Mstep: Class 10 contains 3116 members 
Mstep: Class 11 contains 151651 members 
Mstep: Class 12 contains 138434 members 
Mstep: Class 13 contains 161975 members 
Mstep: Class 14 contains 156423 members 
Mstep: Class 15 contains 159364 members 
Mstep: Class 18 contains 167075 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180373680.000000 Penalty: 56099.433594
Iteration 43Q: 17 clusters Score -1.803737e+08 nChanged 10651
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 95008 members 
Mstep: Class 2 contains 14921 members 
Mstep: Class 3 contains 2642 members 
Mstep: Class 4 contains 1301 members 
Mstep: Class 5 contains 89687 members 
Mstep: Class 6 contains 72481 members 
Mstep: Class 7 contains 1631 members 
Mstep: Class 9 contains 162902 members 
Mstep: Class 10 contains 3105 members 
Mstep: Class 11 contains 151688 members 
Mstep: Class 12 contains 138382 members 
Mstep: Class 13 contains 161832 members 
Mstep: Class 14 contains 156349 members 
Mstep: Class 15 contains 159387 members 
Mstep: Class 18 contains 167106 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180374176.000000 Penalty: 56099.433594
Iteration 44Q: 17 clusters Score -1.803742e+08 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 95093 members 
Mstep: Class 2 contains 14965 members 
Mstep: Class 3 contains 2602 members 
Mstep: Class 4 contains 1303 members 
Mstep: Class 5 contains 89332 members 
Mstep: Class 6 contains 73091 members 
Mstep: Class 7 contains 1614 members 
Mstep: Class 9 contains 162698 members 
Mstep: Class 10 contains 3102 members 
Mstep: Class 11 contains 151794 members 
Mstep: Class 12 contains 138294 members 
Mstep: Class 13 contains 161639 members 
Mstep: Class 14 contains 156335 members 
Mstep: Class 15 contains 159405 members 
Mstep: Class 18 contains 167155 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180374688.000000 Penalty: 56099.433594
Iteration 45Q: 17 clusters Score -1.803747e+08 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 95155 members 
Mstep: Class 2 contains 15010 members 
Mstep: Class 3 contains 2562 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 88935 members 
Mstep: Class 6 contains 73647 members 
Mstep: Class 7 contains 1597 members 
Mstep: Class 9 contains 162576 members 
Mstep: Class 10 contains 3100 members 
Mstep: Class 11 contains 151931 members 
Mstep: Class 12 contains 138212 members 
Mstep: Class 13 contains 161453 members 
Mstep: Class 14 contains 156266 members 
Mstep: Class 15 contains 159418 members 
Mstep: Class 18 contains 167256 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180375680.000000 Penalty: 56099.433594
Iteration 46Q: 17 clusters Score -1.803757e+08 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 95207 members 
Mstep: Class 2 contains 15045 members 
Mstep: Class 3 contains 2512 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 88629 members 
Mstep: Class 6 contains 74182 members 
Mstep: Class 7 contains 1586 members 
Mstep: Class 9 contains 162424 members 
Mstep: Class 10 contains 3098 members 
Mstep: Class 11 contains 152092 members 
Mstep: Class 12 contains 138181 members 
Mstep: Class 13 contains 161152 members 
Mstep: Class 14 contains 156164 members 
Mstep: Class 15 contains 159405 members 
Mstep: Class 18 contains 167441 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180376384.000000 Penalty: 56099.433594
Iteration 47Q: 17 clusters Score -1.803764e+08 nChanged 9365
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 95217 members 
Mstep: Class 2 contains 15078 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 88356 members 
Mstep: Class 6 contains 74612 members 
Mstep: Class 7 contains 1582 members 
Mstep: Class 9 contains 162299 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 152388 members 
Mstep: Class 12 contains 138134 members 
Mstep: Class 13 contains 160876 members 
Mstep: Class 14 contains 156062 members 
Mstep: Class 15 contains 159313 members 
Mstep: Class 18 contains 167629 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180376848.000000 Penalty: 56099.433594
Iteration 48Q: 17 clusters Score -1.803768e+08 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 95314 members 
Mstep: Class 2 contains 15102 members 
Mstep: Class 3 contains 2440 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 88000 members 
Mstep: Class 6 contains 75071 members 
Mstep: Class 7 contains 1574 members 
Mstep: Class 9 contains 162241 members 
Mstep: Class 10 contains 3096 members 
Mstep: Class 11 contains 152605 members 
Mstep: Class 12 contains 138041 members 
Mstep: Class 13 contains 160659 members 
Mstep: Class 14 contains 155930 members 
Mstep: Class 15 contains 159283 members 
Mstep: Class 18 contains 167762 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180377872.000000 Penalty: 56099.433594
Iteration 49Q: 17 clusters Score -1.803779e+08 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 95360 members 
Mstep: Class 2 contains 15116 members 
Mstep: Class 3 contains 2416 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 87606 members 
Mstep: Class 6 contains 75485 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 9 contains 162189 members 
Mstep: Class 10 contains 3092 members 
Mstep: Class 11 contains 152792 members 
Mstep: Class 12 contains 137986 members 
Mstep: Class 13 contains 160537 members 
Mstep: Class 14 contains 155786 members 
Mstep: Class 15 contains 159192 members 
Mstep: Class 18 contains 168000 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180378384.000000 Penalty: 56099.433594
Iteration 50Q: 17 clusters Score -1.803784e+08 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 95347 members 
Mstep: Class 2 contains 15122 members 
Mstep: Class 3 contains 2410 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 87160 members 
Mstep: Class 6 contains 75837 members 
Mstep: Class 7 contains 1554 members 
Mstep: Class 9 contains 162134 members 
Mstep: Class 10 contains 3093 members 
Mstep: Class 11 contains 153062 members 
Mstep: Class 12 contains 137837 members 
Mstep: Class 13 contains 160390 members 
Mstep: Class 14 contains 155654 members 
Mstep: Class 15 contains 159277 members 
Mstep: Class 18 contains 168241 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180378496.000000 Penalty: 56099.433594
Iteration 51Q: 17 clusters Score -1.803785e+08 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 95364 members 
Mstep: Class 2 contains 15134 members 
Mstep: Class 3 contains 2402 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 86683 members 
Mstep: Class 6 contains 76209 members 
Mstep: Class 7 contains 1536 members 
Mstep: Class 9 contains 162018 members 
Mstep: Class 10 contains 3096 members 
Mstep: Class 11 contains 153432 members 
Mstep: Class 12 contains 137614 members 
Mstep: Class 13 contains 160179 members 
Mstep: Class 14 contains 155506 members 
Mstep: Class 15 contains 159337 members 
Mstep: Class 18 contains 168608 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180378240.000000 Penalty: 56099.433594
Iteration 52Q: 17 clusters Score -1.803782e+08 nChanged 8547
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 95399 members 
Mstep: Class 2 contains 15145 members 
Mstep: Class 3 contains 2389 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 86170 members 
Mstep: Class 6 contains 76538 members 
Mstep: Class 7 contains 1511 members 
Mstep: Class 9 contains 161944 members 
Mstep: Class 10 contains 3096 members 
Mstep: Class 11 contains 153825 members 
Mstep: Class 12 contains 137395 members 
Mstep: Class 13 contains 160007 members 
Mstep: Class 14 contains 155397 members 
Mstep: Class 15 contains 159384 members 
Mstep: Class 18 contains 168918 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180379152.000000 Penalty: 56099.433594
Iteration 53Q: 17 clusters Score -1.803792e+08 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 95442 members 
Mstep: Class 2 contains 15152 members 
Mstep: Class 3 contains 2379 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 85706 members 
Mstep: Class 6 contains 76879 members 
Mstep: Class 7 contains 1491 members 
Mstep: Class 9 contains 161861 members 
Mstep: Class 10 contains 3095 members 
Mstep: Class 11 contains 154140 members 
Mstep: Class 12 contains 137244 members 
Mstep: Class 13 contains 159853 members 
Mstep: Class 14 contains 155289 members 
Mstep: Class 15 contains 159324 members 
Mstep: Class 18 contains 169263 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180379360.000000 Penalty: 56099.433594
Iteration 54Q: 17 clusters Score -1.803794e+08 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 95493 members 
Mstep: Class 2 contains 15156 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 1303 members 
Mstep: Class 5 contains 85342 members 
Mstep: Class 6 contains 77186 members 
Mstep: Class 7 contains 1471 members 
Mstep: Class 9 contains 161811 members 
Mstep: Class 10 contains 3094 members 
Mstep: Class 11 contains 154355 members 
Mstep: Class 12 contains 137075 members 
Mstep: Class 13 contains 159746 members 
Mstep: Class 14 contains 155186 members 
Mstep: Class 15 contains 159290 members 
Mstep: Class 18 contains 169547 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180379312.000000 Penalty: 56099.433594
Iteration 55Q: 17 clusters Score -1.803793e+08 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 95570 members 
Mstep: Class 2 contains 15156 members 
Mstep: Class 3 contains 2352 members 
Mstep: Class 4 contains 1303 members 
Mstep: Class 5 contains 84955 members 
Mstep: Class 6 contains 77492 members 
Mstep: Class 7 contains 1449 members 
Mstep: Class 9 contains 161738 members 
Mstep: Class 10 contains 3094 members 
Mstep: Class 11 contains 154522 members 
Mstep: Class 12 contains 136888 members 
Mstep: Class 13 contains 159625 members 
Mstep: Class 14 contains 155098 members 
Mstep: Class 15 contains 159349 members 
Mstep: Class 18 contains 169831 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180379664.000000 Penalty: 56099.433594
Iteration 56Q: 17 clusters Score -1.803797e+08 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 95649 members 
Mstep: Class 2 contains 15152 members 
Mstep: Class 3 contains 2358 members 
Mstep: Class 4 contains 1303 members 
Mstep: Class 5 contains 84503 members 
Mstep: Class 6 contains 77763 members 
Mstep: Class 7 contains 1426 members 
Mstep: Class 9 contains 161675 members 
Mstep: Class 10 contains 3092 members 
Mstep: Class 11 contains 154649 members 
Mstep: Class 12 contains 136788 members 
Mstep: Class 13 contains 159626 members 
Mstep: Class 14 contains 155013 members 
Mstep: Class 15 contains 159395 members 
Mstep: Class 18 contains 170030 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180380432.000000 Penalty: 56099.433594
Iteration 57Q: 17 clusters Score -1.803804e+08 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 95730 members 
Mstep: Class 2 contains 15147 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 1303 members 
Mstep: Class 5 contains 84053 members 
Mstep: Class 6 contains 78014 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 9 contains 161689 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 154785 members 
Mstep: Class 12 contains 136686 members 
Mstep: Class 13 contains 159588 members 
Mstep: Class 14 contains 154934 members 
Mstep: Class 15 contains 159422 members 
Mstep: Class 18 contains 170202 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180380736.000000 Penalty: 56099.433594
Iteration 58Q: 17 clusters Score -1.803807e+08 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 95790 members 
Mstep: Class 2 contains 15144 members 
Mstep: Class 3 contains 2384 members 
Mstep: Class 4 contains 1305 members 
Mstep: Class 5 contains 83628 members 
Mstep: Class 6 contains 78274 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 9 contains 161701 members 
Mstep: Class 10 contains 3090 members 
Mstep: Class 11 contains 155010 members 
Mstep: Class 12 contains 136560 members 
Mstep: Class 13 contains 159539 members 
Mstep: Class 14 contains 154855 members 
Mstep: Class 15 contains 159393 members 
Mstep: Class 18 contains 170358 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180381552.000000 Penalty: 56099.433594
Iteration 59Q: 17 clusters Score -1.803816e+08 nChanged 7945
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 95886 members 
Mstep: Class 2 contains 15142 members 
Mstep: Class 3 contains 2390 members 
Mstep: Class 4 contains 1305 members 
Mstep: Class 5 contains 83213 members 
Mstep: Class 6 contains 78518 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 9 contains 161641 members 
Mstep: Class 10 contains 3092 members 
Mstep: Class 11 contains 155189 members 
Mstep: Class 12 contains 136452 members 
Mstep: Class 13 contains 159504 members 
Mstep: Class 14 contains 154882 members 
Mstep: Class 15 contains 159281 members 
Mstep: Class 18 contains 170560 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3505.405273 but Gain 3506.214844
Score: -180382112.000000 Penalty: 52593.218750
Iteration 60F: 16 clusters Score -1.803821e+08 nChanged 8922
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 96130 members 
Mstep: Class 2 contains 15138 members 
Mstep: Class 3 contains 2433 members 
Mstep: Class 4 contains 1318 members 
Mstep: Class 5 contains 82916 members 
Mstep: Class 6 contains 78951 members 
Mstep: Class 9 contains 161822 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 155410 members 
Mstep: Class 12 contains 136333 members 
Mstep: Class 13 contains 159665 members 
Mstep: Class 14 contains 155208 members 
Mstep: Class 15 contains 159218 members 
Mstep: Class 18 contains 170796 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180384496.000000 Penalty: 52593.218750
Iteration 61Q: 16 clusters Score -1.803845e+08 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 96301 members 
Mstep: Class 2 contains 15136 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1317 members 
Mstep: Class 5 contains 82436 members 
Mstep: Class 6 contains 79202 members 
Mstep: Class 9 contains 161754 members 
Mstep: Class 10 contains 3083 members 
Mstep: Class 11 contains 155443 members 
Mstep: Class 12 contains 136185 members 
Mstep: Class 13 contains 159584 members 
Mstep: Class 14 contains 155329 members 
Mstep: Class 15 contains 159230 members 
Mstep: Class 18 contains 170971 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180384816.000000 Penalty: 52593.218750
Iteration 62Q: 16 clusters Score -1.803848e+08 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 96485 members 
Mstep: Class 2 contains 15128 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 1316 members 
Mstep: Class 5 contains 81911 members 
Mstep: Class 6 contains 79438 members 
Mstep: Class 9 contains 161677 members 
Mstep: Class 10 contains 3080 members 
Mstep: Class 11 contains 155417 members 
Mstep: Class 12 contains 136011 members 
Mstep: Class 13 contains 159588 members 
Mstep: Class 14 contains 155475 members 
Mstep: Class 15 contains 159310 members 
Mstep: Class 18 contains 171104 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180384928.000000 Penalty: 52593.218750
Iteration 63Q: 16 clusters Score -1.803849e+08 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 96717 members 
Mstep: Class 2 contains 15120 members 
Mstep: Class 3 contains 2535 members 
Mstep: Class 4 contains 1316 members 
Mstep: Class 5 contains 81465 members 
Mstep: Class 6 contains 79656 members 
Mstep: Class 9 contains 161662 members 
Mstep: Class 10 contains 3081 members 
Mstep: Class 11 contains 155484 members 
Mstep: Class 12 contains 135822 members 
Mstep: Class 13 contains 159539 members 
Mstep: Class 14 contains 155530 members 
Mstep: Class 15 contains 159343 members 
Mstep: Class 18 contains 171159 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180385408.000000 Penalty: 52593.218750
Iteration 64Q: 16 clusters Score -1.803854e+08 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 96939 members 
Mstep: Class 2 contains 15110 members 
Mstep: Class 3 contains 2570 members 
Mstep: Class 4 contains 1316 members 
Mstep: Class 5 contains 81038 members 
Mstep: Class 6 contains 79859 members 
Mstep: Class 9 contains 161653 members 
Mstep: Class 10 contains 3079 members 
Mstep: Class 11 contains 155526 members 
Mstep: Class 12 contains 135607 members 
Mstep: Class 13 contains 159512 members 
Mstep: Class 14 contains 155601 members 
Mstep: Class 15 contains 159348 members 
Mstep: Class 18 contains 171271 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180385744.000000 Penalty: 52593.218750
Iteration 65Q: 16 clusters Score -1.803857e+08 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 97162 members 
Mstep: Class 2 contains 15100 members 
Mstep: Class 3 contains 2601 members 
Mstep: Class 4 contains 1316 members 
Mstep: Class 5 contains 80635 members 
Mstep: Class 6 contains 80030 members 
Mstep: Class 9 contains 161603 members 
Mstep: Class 10 contains 3078 members 
Mstep: Class 11 contains 155596 members 
Mstep: Class 12 contains 135349 members 
Mstep: Class 13 contains 159584 members 
Mstep: Class 14 contains 155712 members 
Mstep: Class 15 contains 159311 members 
Mstep: Class 18 contains 171352 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180386400.000000 Penalty: 52593.218750
Iteration 66Q: 16 clusters Score -1.803864e+08 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 97475 members 
Mstep: Class 2 contains 15096 members 
Mstep: Class 3 contains 2637 members 
Mstep: Class 4 contains 1316 members 
Mstep: Class 5 contains 80193 members 
Mstep: Class 6 contains 80184 members 
Mstep: Class 9 contains 161606 members 
Mstep: Class 10 contains 3080 members 
Mstep: Class 11 contains 155687 members 
Mstep: Class 12 contains 135064 members 
Mstep: Class 13 contains 159605 members 
Mstep: Class 14 contains 155793 members 
Mstep: Class 15 contains 159387 members 
Mstep: Class 18 contains 171306 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180387024.000000 Penalty: 52593.218750
Iteration 67Q: 16 clusters Score -1.80387e+08 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 97725 members 
Mstep: Class 2 contains 15091 members 
Mstep: Class 3 contains 2665 members 
Mstep: Class 4 contains 1316 members 
Mstep: Class 5 contains 79718 members 
Mstep: Class 6 contains 80329 members 
Mstep: Class 9 contains 161647 members 
Mstep: Class 10 contains 3080 members 
Mstep: Class 11 contains 155712 members 
Mstep: Class 12 contains 134848 members 
Mstep: Class 13 contains 159633 members 
Mstep: Class 14 contains 155898 members 
Mstep: Class 15 contains 159509 members 
Mstep: Class 18 contains 171258 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180387104.000000 Penalty: 52593.218750
Iteration 68Q: 16 clusters Score -1.803871e+08 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 97971 members 
Mstep: Class 2 contains 15080 members 
Mstep: Class 3 contains 2701 members 
Mstep: Class 4 contains 1316 members 
Mstep: Class 5 contains 79338 members 
Mstep: Class 6 contains 80475 members 
Mstep: Class 9 contains 161643 members 
Mstep: Class 10 contains 3075 members 
Mstep: Class 11 contains 155720 members 
Mstep: Class 12 contains 134613 members 
Mstep: Class 13 contains 159739 members 
Mstep: Class 14 contains 156028 members 
Mstep: Class 15 contains 159555 members 
Mstep: Class 18 contains 171175 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180387968.000000 Penalty: 52593.218750
Iteration 69Q: 16 clusters Score -1.80388e+08 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 98212 members 
Mstep: Class 2 contains 15059 members 
Mstep: Class 3 contains 2726 members 
Mstep: Class 4 contains 1316 members 
Mstep: Class 5 contains 79017 members 
Mstep: Class 6 contains 80623 members 
Mstep: Class 9 contains 161649 members 
Mstep: Class 10 contains 3074 members 
Mstep: Class 11 contains 155692 members 
Mstep: Class 12 contains 134343 members 
Mstep: Class 13 contains 159785 members 
Mstep: Class 14 contains 156178 members 
Mstep: Class 15 contains 159568 members 
Mstep: Class 18 contains 171187 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180389040.000000 Penalty: 52593.218750
Iteration 70Q: 16 clusters Score -1.80389e+08 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 98477 members 
Mstep: Class 2 contains 15042 members 
Mstep: Class 3 contains 2763 members 
Mstep: Class 4 contains 1315 members 
Mstep: Class 5 contains 78678 members 
Mstep: Class 6 contains 80760 members 
Mstep: Class 9 contains 161675 members 
Mstep: Class 10 contains 3074 members 
Mstep: Class 11 contains 155681 members 
Mstep: Class 12 contains 134062 members 
Mstep: Class 13 contains 159813 members 
Mstep: Class 14 contains 156312 members 
Mstep: Class 15 contains 159504 members 
Mstep: Class 18 contains 171273 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180389744.000000 Penalty: 52593.218750
Iteration 71Q: 16 clusters Score -1.803897e+08 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 98794 members 
Mstep: Class 2 contains 15016 members 
Mstep: Class 3 contains 2794 members 
Mstep: Class 4 contains 1315 members 
Mstep: Class 5 contains 78321 members 
Mstep: Class 6 contains 80879 members 
Mstep: Class 9 contains 161662 members 
Mstep: Class 10 contains 3074 members 
Mstep: Class 11 contains 155641 members 
Mstep: Class 12 contains 133763 members 
Mstep: Class 13 contains 159899 members 
Mstep: Class 14 contains 156415 members 
Mstep: Class 15 contains 159471 members 
Mstep: Class 18 contains 171385 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180390048.000000 Penalty: 52593.218750
Iteration 72Q: 16 clusters Score -1.8039e+08 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 99132 members 
Mstep: Class 2 contains 14992 members 
Mstep: Class 3 contains 2819 members 
Mstep: Class 4 contains 1315 members 
Mstep: Class 5 contains 77937 members 
Mstep: Class 6 contains 80984 members 
Mstep: Class 9 contains 161707 members 
Mstep: Class 10 contains 3072 members 
Mstep: Class 11 contains 155639 members 
Mstep: Class 12 contains 133454 members 
Mstep: Class 13 contains 159990 members 
Mstep: Class 14 contains 156427 members 
Mstep: Class 15 contains 159471 members 
Mstep: Class 18 contains 171490 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180389680.000000 Penalty: 52593.218750
Iteration 73Q: 16 clusters Score -1.803897e+08 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 99493 members 
Mstep: Class 2 contains 14958 members 
Mstep: Class 3 contains 2841 members 
Mstep: Class 4 contains 1315 members 
Mstep: Class 5 contains 77619 members 
Mstep: Class 6 contains 81076 members 
Mstep: Class 9 contains 161711 members 
Mstep: Class 10 contains 3070 members 
Mstep: Class 11 contains 155632 members 
Mstep: Class 12 contains 133175 members 
Mstep: Class 13 contains 160040 members 
Mstep: Class 14 contains 156475 members 
Mstep: Class 15 contains 159416 members 
Mstep: Class 18 contains 171608 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180389968.000000 Penalty: 52593.218750
Iteration 74Q: 16 clusters Score -1.8039e+08 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 99862 members 
Mstep: Class 2 contains 14925 members 
Mstep: Class 3 contains 2861 members 
Mstep: Class 4 contains 1315 members 
Mstep: Class 5 contains 77319 members 
Mstep: Class 6 contains 81189 members 
Mstep: Class 9 contains 161727 members 
Mstep: Class 10 contains 3069 members 
Mstep: Class 11 contains 155628 members 
Mstep: Class 12 contains 132873 members 
Mstep: Class 13 contains 160106 members 
Mstep: Class 14 contains 156528 members 
Mstep: Class 15 contains 159378 members 
Mstep: Class 18 contains 171649 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180390592.000000 Penalty: 52593.218750
Iteration 75Q: 16 clusters Score -1.803906e+08 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 100280 members 
Mstep: Class 2 contains 14891 members 
Mstep: Class 3 contains 2888 members 
Mstep: Class 4 contains 1315 members 
Mstep: Class 5 contains 76958 members 
Mstep: Class 6 contains 81289 members 
Mstep: Class 9 contains 161740 members 
Mstep: Class 10 contains 3071 members 
Mstep: Class 11 contains 155664 members 
Mstep: Class 12 contains 132576 members 
Mstep: Class 13 contains 160180 members 
Mstep: Class 14 contains 156484 members 
Mstep: Class 15 contains 159417 members 
Mstep: Class 18 contains 171676 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180390752.000000 Penalty: 52593.218750
Iteration 76Q: 16 clusters Score -1.803908e+08 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 100689 members 
Mstep: Class 2 contains 14854 members 
Mstep: Class 3 contains 2908 members 
Mstep: Class 4 contains 1315 members 
Mstep: Class 5 contains 76588 members 
Mstep: Class 6 contains 81403 members 
Mstep: Class 9 contains 161723 members 
Mstep: Class 10 contains 3072 members 
Mstep: Class 11 contains 155711 members 
Mstep: Class 12 contains 132276 members 
Mstep: Class 13 contains 160256 members 
Mstep: Class 14 contains 156441 members 
Mstep: Class 15 contains 159490 members 
Mstep: Class 18 contains 171703 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180390608.000000 Penalty: 52593.218750
Iteration 77Q: 16 clusters Score -1.803906e+08 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 101084 members 
Mstep: Class 2 contains 14823 members 
Mstep: Class 3 contains 2949 members 
Mstep: Class 4 contains 1315 members 
Mstep: Class 5 contains 76253 members 
Mstep: Class 6 contains 81538 members 
Mstep: Class 9 contains 161704 members 
Mstep: Class 10 contains 3071 members 
Mstep: Class 11 contains 155801 members 
Mstep: Class 12 contains 131999 members 
Mstep: Class 13 contains 160258 members 
Mstep: Class 14 contains 156374 members 
Mstep: Class 15 contains 159531 members 
Mstep: Class 18 contains 171729 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180391392.000000 Penalty: 52593.218750
Iteration 78Q: 16 clusters Score -1.803914e+08 nChanged 6606
Entering ConstructFrom: 
Score: -180391392.000000 Penalty: 52593.218750
Entering ConstructFrom: 
Trying to split cluster 1 (101490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101490 members 
Entering Unmasked Estep 
Score: -13347932.000000 Penalty: 2858.873535
	Iteration 0F: 2 clusters Score -1.334793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 50622 members 
Entering Unmasked Estep 
Score: -13280094.000000 Penalty: 5717.747070
	Iteration 0F: 3 clusters Score -1.328009e+07 nChanged 48156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 48474 members 
Entering Unmasked Estep 
Score: -13308490.000000 Penalty: 5717.747070
	Iteration 1F: 3 clusters Score -1.330849e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54789 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -13310192.000000 Penalty: 5717.747070
	Iteration 2Q: 3 clusters Score -1.331019e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -13312558.000000 Penalty: 5717.747070
	Iteration 3F: 3 clusters Score -1.331256e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61675 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -13316010.000000 Penalty: 5717.747070
	Iteration 4F: 3 clusters Score -1.331601e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67310 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -13320586.000000 Penalty: 5717.747070
	Iteration 5F: 3 clusters Score -1.332059e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74123 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -13326291.000000 Penalty: 5717.747070
	Iteration 6F: 3 clusters Score -1.332629e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81357 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -13332737.000000 Penalty: 5717.747070
	Iteration 7F: 3 clusters Score -1.333274e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87776 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -13338632.000000 Penalty: 5717.747070
	Iteration 8F: 3 clusters Score -1.333863e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92510 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -13343025.000000 Penalty: 5717.747070
	Iteration 9Q: 3 clusters Score -1.334302e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95340 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -13345680.000000 Penalty: 5717.747070
	Iteration 10Q: 3 clusters Score -1.334568e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96834 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -13346847.000000 Penalty: 5717.747070
	Iteration 11Q: 3 clusters Score -1.334685e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97649 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -13347411.000000 Penalty: 5717.747070
	Iteration 12Q: 3 clusters Score -1.334741e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98182 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -13347625.000000 Penalty: 5717.747070
	Iteration 13Q: 3 clusters Score -1.334762e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98524 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -13347696.000000 Penalty: 5717.747070
	Iteration 14Q: 3 clusters Score -1.33477e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98770 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -13347734.000000 Penalty: 5717.747070
	Iteration 15Q: 3 clusters Score -1.334773e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98950 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -13347781.000000 Penalty: 5717.747070
	Iteration 16Q: 3 clusters Score -1.334778e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99108 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -13347796.000000 Penalty: 5717.747070
	Iteration 17Q: 3 clusters Score -1.33478e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99242 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -13347831.000000 Penalty: 5717.747070
	Iteration 18Q: 3 clusters Score -1.334783e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99337 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -13347827.000000 Penalty: 5717.747070
	Iteration 19Q: 3 clusters Score -1.334783e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99421 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -13347846.000000 Penalty: 5717.747070
	Iteration 20F: 3 clusters Score -1.334785e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99493 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -13347871.000000 Penalty: 5717.747070
	Iteration 21Q: 3 clusters Score -1.334787e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99569 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -13347900.000000 Penalty: 5717.747070
	Iteration 22Q: 3 clusters Score -1.33479e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99628 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -13347898.000000 Penalty: 5717.747070
	Iteration 23Q: 3 clusters Score -1.33479e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99682 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -13347894.000000 Penalty: 5717.747070
	Iteration 24Q: 3 clusters Score -1.334789e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99732 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -13347889.000000 Penalty: 5717.747070
	Iteration 25Q: 3 clusters Score -1.334789e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99760 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -13347895.000000 Penalty: 5717.747070
	Iteration 26Q: 3 clusters Score -1.33479e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99781 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -13347906.000000 Penalty: 5717.747070
	Iteration 27Q: 3 clusters Score -1.334791e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99798 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -13347899.000000 Penalty: 5717.747070
	Iteration 28Q: 3 clusters Score -1.33479e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99817 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -13347897.000000 Penalty: 5717.747070
	Iteration 29Q: 3 clusters Score -1.33479e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99836 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -13347901.000000 Penalty: 5717.747070
	Iteration 30Q: 3 clusters Score -1.33479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99844 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -13347922.000000 Penalty: 5717.747070
	Iteration 31Q: 3 clusters Score -1.334792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99851 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -13347912.000000 Penalty: 5717.747070
	Iteration 32Q: 3 clusters Score -1.334791e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99861 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -13347927.000000 Penalty: 5717.747070
	Iteration 33Q: 3 clusters Score -1.334793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99869 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -13347921.000000 Penalty: 5717.747070
	Iteration 34Q: 3 clusters Score -1.334792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99876 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -13347938.000000 Penalty: 5717.747070
	Iteration 35Q: 3 clusters Score -1.334794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99882 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -13347947.000000 Penalty: 5717.747070
	Iteration 36Q: 3 clusters Score -1.334795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99888 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -13347932.000000 Penalty: 5717.747070
	Iteration 37Q: 3 clusters Score -1.334793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99894 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -13347922.000000 Penalty: 5717.747070
	Iteration 38Q: 3 clusters Score -1.334792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99903 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -13347929.000000 Penalty: 5717.747070
	Iteration 39Q: 3 clusters Score -1.334793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99907 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -13347917.000000 Penalty: 5717.747070
	Iteration 40F: 3 clusters Score -1.334792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99909 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -13347918.000000 Penalty: 5717.747070
	Iteration 41Q: 3 clusters Score -1.334792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99909 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -13347918.000000 Penalty: 5717.747070
	Iteration 42F: 3 clusters Score -1.334792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Entering Unmasked Estep 
Score: -1887209.000000 Penalty: 2381.206543
	Iteration 0F: 2 clusters Score -1887209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1876538.000000 Penalty: 4762.413086
	Iteration 0F: 3 clusters Score -1876538 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1880146.125000 Penalty: 4762.413086
	Iteration 1F: 3 clusters Score -1880146 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1881212.375000 Penalty: 4762.413086
	Iteration 2F: 3 clusters Score -1881212 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1882817.875000 Penalty: 4762.413086
	Iteration 3F: 3 clusters Score -1882818 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1884215.250000 Penalty: 4762.413086
	Iteration 4F: 3 clusters Score -1884215 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1885071.125000 Penalty: 4762.413086
	Iteration 5F: 3 clusters Score -1885071 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1885515.750000 Penalty: 4762.413086
	Iteration 6F: 3 clusters Score -1885516 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1885763.875000 Penalty: 4762.413086
	Iteration 7Q: 3 clusters Score -1885764 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1885912.875000 Penalty: 4762.413086
	Iteration 8Q: 3 clusters Score -1885913 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -1886020.000000 Penalty: 4762.413086
	Iteration 9Q: 3 clusters Score -1886020 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1886102.375000 Penalty: 4762.413086
	Iteration 10Q: 3 clusters Score -1886102 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1886165.500000 Penalty: 4762.413086
	Iteration 11Q: 3 clusters Score -1886166 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1886228.125000 Penalty: 4762.413086
	Iteration 12Q: 3 clusters Score -1886228 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1886269.500000 Penalty: 4762.413086
	Iteration 13Q: 3 clusters Score -1886270 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1886304.125000 Penalty: 4762.413086
	Iteration 14Q: 3 clusters Score -1886304 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1886332.375000 Penalty: 4762.413086
	Iteration 15Q: 3 clusters Score -1886332 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1886356.375000 Penalty: 4762.413086
	Iteration 16Q: 3 clusters Score -1886356 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1886373.750000 Penalty: 4762.413086
	Iteration 17Q: 3 clusters Score -1886374 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1886394.125000 Penalty: 4762.413086
	Iteration 18Q: 3 clusters Score -1886394 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1886407.250000 Penalty: 4762.413086
	Iteration 19Q: 3 clusters Score -1886407 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1886416.625000 Penalty: 4762.413086
	Iteration 20F: 3 clusters Score -1886417 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1886428.000000 Penalty: 4762.413086
	Iteration 21Q: 3 clusters Score -1886428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1886435.250000 Penalty: 4762.413086
	Iteration 22Q: 3 clusters Score -1886435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1886438.625000 Penalty: 4762.413086
	Iteration 23Q: 3 clusters Score -1886439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1886442.375000 Penalty: 4762.413086
	Iteration 24Q: 3 clusters Score -1886442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1886454.875000 Penalty: 4762.413086
	Iteration 25Q: 3 clusters Score -1886455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1886461.500000 Penalty: 4762.413086
	Iteration 26Q: 3 clusters Score -1886462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1886463.750000 Penalty: 4762.413086
	Iteration 27Q: 3 clusters Score -1886464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1886467.250000 Penalty: 4762.413086
	Iteration 28Q: 3 clusters Score -1886467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1886467.750000 Penalty: 4762.413086
	Iteration 29Q: 3 clusters Score -1886468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1886475.875000 Penalty: 4762.413086
	Iteration 30Q: 3 clusters Score -1886476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1886485.125000 Penalty: 4762.413086
	Iteration 31Q: 3 clusters Score -1886485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1886484.875000 Penalty: 4762.413086
	Iteration 32Q: 3 clusters Score -1886485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1886482.375000 Penalty: 4762.413086
	Iteration 33Q: 3 clusters Score -1886482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1886485.500000 Penalty: 4762.413086
	Iteration 34Q: 3 clusters Score -1886486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1886486.750000 Penalty: 4762.413086
	Iteration 35Q: 3 clusters Score -1886487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1886491.000000 Penalty: 4762.413086
	Iteration 36Q: 3 clusters Score -1886491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1886493.625000 Penalty: 4762.413086
	Iteration 37Q: 3 clusters Score -1886494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -1886495.875000 Penalty: 4762.413086
	Iteration 38Q: 3 clusters Score -1886496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1886502.500000 Penalty: 4762.413086
	Iteration 39Q: 3 clusters Score -1886502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1886508.625000 Penalty: 4762.413086
	Iteration 40F: 3 clusters Score -1886509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -1886516.375000 Penalty: 4762.413086
	Iteration 41Q: 3 clusters Score -1886516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1886519.500000 Penalty: 4762.413086
	Iteration 42Q: 3 clusters Score -1886520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1886524.375000 Penalty: 4762.413086
	Iteration 43Q: 3 clusters Score -1886524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1886524.500000 Penalty: 4762.413086
	Iteration 44Q: 3 clusters Score -1886524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1886532.375000 Penalty: 4762.413086
	Iteration 45Q: 3 clusters Score -1886532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1886535.625000 Penalty: 4762.413086
	Iteration 46Q: 3 clusters Score -1886536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1886538.375000 Penalty: 4762.413086
	Iteration 47Q: 3 clusters Score -1886538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1886538.250000 Penalty: 4762.413086
	Iteration 48Q: 3 clusters Score -1886538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1886542.875000 Penalty: 4762.413086
	Iteration 49Q: 3 clusters Score -1886543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1886545.000000 Penalty: 4762.413086
	Iteration 50Q: 3 clusters Score -1886545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1886545.125000 Penalty: 4762.413086
	Iteration 51Q: 3 clusters Score -1886545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1886544.250000 Penalty: 4762.413086
	Iteration 52Q: 3 clusters Score -1886544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1886550.625000 Penalty: 4762.413086
	Iteration 53Q: 3 clusters Score -1886551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -1886549.625000 Penalty: 4762.413086
	Iteration 54Q: 3 clusters Score -1886550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1886550.000000 Penalty: 4762.413086
	Iteration 55Q: 3 clusters Score -1886550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1886551.250000 Penalty: 4762.413086
	Iteration 56Q: 3 clusters Score -1886551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1886550.250000 Penalty: 4762.413086
	Iteration 57Q: 3 clusters Score -1886550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1886552.375000 Penalty: 4762.413086
	Iteration 58Q: 3 clusters Score -1886552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1886551.000000 Penalty: 4762.413086
	Iteration 59Q: 3 clusters Score -1886551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1886552.875000 Penalty: 4762.413086
	Iteration 60F: 3 clusters Score -1886553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1886555.875000 Penalty: 4762.413086
	Iteration 61Q: 3 clusters Score -1886556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1886555.875000 Penalty: 4762.413086
	Iteration 62F: 3 clusters Score -1886556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Entering Unmasked Estep 
Score: -424189.406250 Penalty: 1985.082764
	Iteration 0F: 2 clusters Score -424189.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -420970.031250 Penalty: 3970.165527
	Iteration 0F: 3 clusters Score -420970 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -421599.781250 Penalty: 3970.165527
	Iteration 1F: 3 clusters Score -421599.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -421719.187500 Penalty: 3970.165527
	Iteration 2F: 3 clusters Score -421719.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -421772.968750 Penalty: 3970.165527
	Iteration 3Q: 3 clusters Score -421773 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -421811.562500 Penalty: 3970.165527
	Iteration 4Q: 3 clusters Score -421811.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -421849.687500 Penalty: 3970.165527
	Iteration 5Q: 3 clusters Score -421849.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -421877.937500 Penalty: 3970.165527
	Iteration 6Q: 3 clusters Score -421877.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -421889.718750 Penalty: 3970.165527
	Iteration 7Q: 3 clusters Score -421889.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -421900.062500 Penalty: 3970.165527
	Iteration 8Q: 3 clusters Score -421900.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -421910.937500 Penalty: 3970.165527
	Iteration 9Q: 3 clusters Score -421910.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -421922.500000 Penalty: 3970.165527
	Iteration 10Q: 3 clusters Score -421922.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -421929.125000 Penalty: 3970.165527
	Iteration 11Q: 3 clusters Score -421929.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -421933.187500 Penalty: 3970.165527
	Iteration 12Q: 3 clusters Score -421933.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -421937.375000 Penalty: 3970.165527
	Iteration 13Q: 3 clusters Score -421937.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -421942.250000 Penalty: 3970.165527
	Iteration 14Q: 3 clusters Score -421942.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -421945.031250 Penalty: 3970.165527
	Iteration 15Q: 3 clusters Score -421945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -421946.843750 Penalty: 3970.165527
	Iteration 16Q: 3 clusters Score -421946.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -421950.062500 Penalty: 3970.165527
	Iteration 17Q: 3 clusters Score -421950.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -421951.906250 Penalty: 3970.165527
	Iteration 18Q: 3 clusters Score -421951.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -421954.312500 Penalty: 3970.165527
	Iteration 19Q: 3 clusters Score -421954.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -421955.218750 Penalty: 3970.165527
	Iteration 20F: 3 clusters Score -421955.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -421956.218750 Penalty: 3970.165527
	Iteration 21Q: 3 clusters Score -421956.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -421956.593750 Penalty: 3970.165527
	Iteration 22Q: 3 clusters Score -421956.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -421958.000000 Penalty: 3970.165527
	Iteration 23Q: 3 clusters Score -421958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -421958.968750 Penalty: 3970.165527
	Iteration 24Q: 3 clusters Score -421959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -421960.531250 Penalty: 3970.165527
	Iteration 25Q: 3 clusters Score -421960.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -421960.406250 Penalty: 3970.165527
	Iteration 26Q: 3 clusters Score -421960.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -421960.406250 Penalty: 3970.165527
	Iteration 27Q: 3 clusters Score -421960.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -421960.968750 Penalty: 3970.165527
	Iteration 28Q: 3 clusters Score -421961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -421960.968750 Penalty: 3970.165527
	Iteration 29F: 3 clusters Score -421961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -142962.968750 Penalty: 1781.223267
	Iteration 0F: 2 clusters Score -142963 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 632 members 
Entering Unmasked Estep 
Score: -141235.562500 Penalty: 3562.446533
	Iteration 0F: 3 clusters Score -141235.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -143983.453125 Penalty: 3562.446533
	Iteration 1F: 3 clusters Score -143983.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -146052.906250 Penalty: 3562.446533
	Iteration 2F: 3 clusters Score -146052.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -146604.968750 Penalty: 3562.446533
	Iteration 3F: 3 clusters Score -146605 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -146765.265625 Penalty: 3562.446533
	Iteration 4Q: 3 clusters Score -146765.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -146785.640625 Penalty: 3562.446533
	Iteration 5Q: 3 clusters Score -146785.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -146790.921875 Penalty: 3562.446533
	Iteration 6Q: 3 clusters Score -146790.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -146791.968750 Penalty: 3562.446533
	Iteration 7Q: 3 clusters Score -146792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -146791.968750 Penalty: 3562.446533
	Iteration 8F: 3 clusters Score -146792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 101490 members 
Mstep: Class 2 contains 14789 members 
Mstep: Class 3 contains 2994 members 
Mstep: Class 4 contains 937 members 
Mstep: Class 5 contains 75889 members 
Mstep: Class 6 contains 81662 members 
Mstep: Class 7 contains 379 members 
Mstep: Class 9 contains 161706 members 
Mstep: Class 10 contains 3075 members 
Mstep: Class 11 contains 155871 members 
Mstep: Class 12 contains 131703 members 
Mstep: Class 13 contains 160254 members 
Mstep: Class 14 contains 156300 members 
Mstep: Class 15 contains 159576 members 
Mstep: Class 18 contains 171804 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
Score: -180393120.000000 Penalty: 56099.433594
Splitting cluster 4 changes total score from -180391392.000000 to -180393120.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 5 (75889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75889 members 
Entering Unmasked Estep 
Score: -10179907.000000 Penalty: 2786.782715
	Iteration 0F: 2 clusters Score -1.017991e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -10129011.000000 Penalty: 5573.565430
	Iteration 0F: 3 clusters Score -1.012901e+07 nChanged 35695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -10148937.000000 Penalty: 5573.565430
	Iteration 1F: 3 clusters Score -1.014894e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -10149634.000000 Penalty: 5573.565430
	Iteration 2Q: 3 clusters Score -1.014963e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -10150439.000000 Penalty: 5573.565430
	Iteration 3Q: 3 clusters Score -1.015044e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -10151572.000000 Penalty: 5573.565430
	Iteration 4Q: 3 clusters Score -1.015157e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -10153541.000000 Penalty: 5573.565430
	Iteration 5Q: 3 clusters Score -1.015354e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53661 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -10156842.000000 Penalty: 5573.565430
	Iteration 6F: 3 clusters Score -1.015684e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59937 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -10162054.000000 Penalty: 5573.565430
	Iteration 7F: 3 clusters Score -1.016205e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66455 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -10168386.000000 Penalty: 5573.565430
	Iteration 8F: 3 clusters Score -1.016839e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71448 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -10173256.000000 Penalty: 5573.565430
	Iteration 9F: 3 clusters Score -1.017326e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74125 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -10175842.000000 Penalty: 5573.565430
	Iteration 10Q: 3 clusters Score -1.017584e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75180 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10176810.000000 Penalty: 5573.565430
	Iteration 11Q: 3 clusters Score -1.017681e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75516 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -10177190.000000 Penalty: 5573.565430
	Iteration 12Q: 3 clusters Score -1.017719e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75605 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -10177294.000000 Penalty: 5573.565430
	Iteration 13Q: 3 clusters Score -1.017729e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75635 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -10177348.000000 Penalty: 5573.565430
	Iteration 14Q: 3 clusters Score -1.017735e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75653 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10177368.000000 Penalty: 5573.565430
	Iteration 15Q: 3 clusters Score -1.017737e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75662 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10177399.000000 Penalty: 5573.565430
	Iteration 16Q: 3 clusters Score -1.01774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75667 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10177418.000000 Penalty: 5573.565430
	Iteration 17Q: 3 clusters Score -1.017742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75668 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -10177425.000000 Penalty: 5573.565430
	Iteration 18Q: 3 clusters Score -1.017742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75670 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10177432.000000 Penalty: 5573.565430
	Iteration 19Q: 3 clusters Score -1.017743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75669 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10177441.000000 Penalty: 5573.565430
	Iteration 20F: 3 clusters Score -1.017744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (81662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81662 members 
Entering Unmasked Estep 
Score: -10991281.000000 Penalty: 2804.965332
	Iteration 0F: 2 clusters Score -1.099128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -10936680.000000 Penalty: 5609.930664
	Iteration 0F: 3 clusters Score -1.093668e+07 nChanged 38490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -10958960.000000 Penalty: 5609.930664
	Iteration 1F: 3 clusters Score -1.095896e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -10960184.000000 Penalty: 5609.930664
	Iteration 2Q: 3 clusters Score -1.096018e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -10961589.000000 Penalty: 5609.930664
	Iteration 3Q: 3 clusters Score -1.096159e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -10963336.000000 Penalty: 5609.930664
	Iteration 4Q: 3 clusters Score -1.096334e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -10965827.000000 Penalty: 5609.930664
	Iteration 5F: 3 clusters Score -1.096583e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -10969232.000000 Penalty: 5609.930664
	Iteration 6F: 3 clusters Score -1.096923e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -10973131.000000 Penalty: 5609.930664
	Iteration 7F: 3 clusters Score -1.097313e+07 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -10977046.000000 Penalty: 5609.930664
	Iteration 8F: 3 clusters Score -1.097705e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -10980048.000000 Penalty: 5609.930664
	Iteration 9F: 3 clusters Score -1.098005e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -10981610.000000 Penalty: 5609.930664
	Iteration 10Q: 3 clusters Score -1.098161e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53440 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -10982427.000000 Penalty: 5609.930664
	Iteration 11Q: 3 clusters Score -1.098243e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -10982916.000000 Penalty: 5609.930664
	Iteration 12Q: 3 clusters Score -1.098292e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -10983232.000000 Penalty: 5609.930664
	Iteration 13Q: 3 clusters Score -1.098323e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56708 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -10983643.000000 Penalty: 5609.930664
	Iteration 14Q: 3 clusters Score -1.098364e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -10983929.000000 Penalty: 5609.930664
	Iteration 15Q: 3 clusters Score -1.098393e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -10984197.000000 Penalty: 5609.930664
	Iteration 16Q: 3 clusters Score -1.09842e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -10984403.000000 Penalty: 5609.930664
	Iteration 17Q: 3 clusters Score -1.09844e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60516 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -10984640.000000 Penalty: 5609.930664
	Iteration 18Q: 3 clusters Score -1.098464e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61441 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -10984891.000000 Penalty: 5609.930664
	Iteration 19Q: 3 clusters Score -1.098489e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -10985110.000000 Penalty: 5609.930664
	Iteration 20F: 3 clusters Score -1.098511e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63340 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -10985394.000000 Penalty: 5609.930664
	Iteration 21Q: 3 clusters Score -1.098539e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64283 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -10985650.000000 Penalty: 5609.930664
	Iteration 22Q: 3 clusters Score -1.098565e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -10985908.000000 Penalty: 5609.930664
	Iteration 23Q: 3 clusters Score -1.098591e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -10986100.000000 Penalty: 5609.930664
	Iteration 24Q: 3 clusters Score -1.09861e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67048 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -10986373.000000 Penalty: 5609.930664
	Iteration 25Q: 3 clusters Score -1.098637e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67946 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -10986627.000000 Penalty: 5609.930664
	Iteration 26Q: 3 clusters Score -1.098663e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68847 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -10986884.000000 Penalty: 5609.930664
	Iteration 27Q: 3 clusters Score -1.098688e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69725 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -10987094.000000 Penalty: 5609.930664
	Iteration 28Q: 3 clusters Score -1.098709e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70585 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -10987381.000000 Penalty: 5609.930664
	Iteration 29Q: 3 clusters Score -1.098738e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71435 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -10987617.000000 Penalty: 5609.930664
	Iteration 30Q: 3 clusters Score -1.098762e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72277 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -10987885.000000 Penalty: 5609.930664
	Iteration 31Q: 3 clusters Score -1.098788e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73023 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -10988051.000000 Penalty: 5609.930664
	Iteration 32Q: 3 clusters Score -1.098805e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73703 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -10988291.000000 Penalty: 5609.930664
	Iteration 33Q: 3 clusters Score -1.098829e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74376 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -10988549.000000 Penalty: 5609.930664
	Iteration 34Q: 3 clusters Score -1.098855e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74951 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -10988698.000000 Penalty: 5609.930664
	Iteration 35Q: 3 clusters Score -1.09887e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75470 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -10988919.000000 Penalty: 5609.930664
	Iteration 36Q: 3 clusters Score -1.098892e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75942 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -10989051.000000 Penalty: 5609.930664
	Iteration 37Q: 3 clusters Score -1.098905e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76404 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -10989173.000000 Penalty: 5609.930664
	Iteration 38Q: 3 clusters Score -1.098917e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76833 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -10989332.000000 Penalty: 5609.930664
	Iteration 39Q: 3 clusters Score -1.098933e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77209 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -10989451.000000 Penalty: 5609.930664
	Iteration 40F: 3 clusters Score -1.098945e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77527 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -10989514.000000 Penalty: 5609.930664
	Iteration 41Q: 3 clusters Score -1.098951e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77803 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -10989597.000000 Penalty: 5609.930664
	Iteration 42Q: 3 clusters Score -1.09896e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78061 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -10989661.000000 Penalty: 5609.930664
	Iteration 43Q: 3 clusters Score -1.098966e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78261 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -10989719.000000 Penalty: 5609.930664
	Iteration 44Q: 3 clusters Score -1.098972e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78434 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -10989757.000000 Penalty: 5609.930664
	Iteration 45Q: 3 clusters Score -1.098976e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78595 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -10989818.000000 Penalty: 5609.930664
	Iteration 46Q: 3 clusters Score -1.098982e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78746 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -10989862.000000 Penalty: 5609.930664
	Iteration 47Q: 3 clusters Score -1.098986e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78888 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -10989896.000000 Penalty: 5609.930664
	Iteration 48Q: 3 clusters Score -1.09899e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79011 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -10989912.000000 Penalty: 5609.930664
	Iteration 49Q: 3 clusters Score -1.098991e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79105 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -10989903.000000 Penalty: 5609.930664
	Iteration 50Q: 3 clusters Score -1.09899e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79182 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -10989946.000000 Penalty: 5609.930664
	Iteration 51Q: 3 clusters Score -1.098995e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79255 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -10989966.000000 Penalty: 5609.930664
	Iteration 52Q: 3 clusters Score -1.098997e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79322 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -10989958.000000 Penalty: 5609.930664
	Iteration 53Q: 3 clusters Score -1.098996e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79396 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -10989956.000000 Penalty: 5609.930664
	Iteration 54Q: 3 clusters Score -1.098996e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79460 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -10989967.000000 Penalty: 5609.930664
	Iteration 55Q: 3 clusters Score -1.098997e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79508 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -10989978.000000 Penalty: 5609.930664
	Iteration 56Q: 3 clusters Score -1.098998e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79546 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -10989982.000000 Penalty: 5609.930664
	Iteration 57Q: 3 clusters Score -1.098998e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79576 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -10989980.000000 Penalty: 5609.930664
	Iteration 58Q: 3 clusters Score -1.098998e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79600 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -10989980.000000 Penalty: 5609.930664
	Iteration 59Q: 3 clusters Score -1.098998e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79625 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -10989983.000000 Penalty: 5609.930664
	Iteration 60F: 3 clusters Score -1.098998e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79643 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -10989984.000000 Penalty: 5609.930664
	Iteration 61Q: 3 clusters Score -1.098998e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -10989995.000000 Penalty: 5609.930664
	Iteration 62Q: 3 clusters Score -1.099e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79677 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -10989994.000000 Penalty: 5609.930664
	Iteration 63Q: 3 clusters Score -1.098999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79693 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -10990004.000000 Penalty: 5609.930664
	Iteration 64Q: 3 clusters Score -1.099e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79712 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -10990009.000000 Penalty: 5609.930664
	Iteration 65Q: 3 clusters Score -1.099001e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79730 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -10990013.000000 Penalty: 5609.930664
	Iteration 66Q: 3 clusters Score -1.099001e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79751 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -10990009.000000 Penalty: 5609.930664
	Iteration 67Q: 3 clusters Score -1.099001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79765 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -10990015.000000 Penalty: 5609.930664
	Iteration 68Q: 3 clusters Score -1.099002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79776 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -10990024.000000 Penalty: 5609.930664
	Iteration 69Q: 3 clusters Score -1.099002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79782 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -10990013.000000 Penalty: 5609.930664
	Iteration 70Q: 3 clusters Score -1.099001e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79792 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -10990013.000000 Penalty: 5609.930664
	Iteration 71Q: 3 clusters Score -1.099001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79798 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -10990014.000000 Penalty: 5609.930664
	Iteration 72Q: 3 clusters Score -1.099001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79801 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -10990019.000000 Penalty: 5609.930664
	Iteration 73Q: 3 clusters Score -1.099002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79804 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -10990026.000000 Penalty: 5609.930664
	Iteration 74Q: 3 clusters Score -1.099003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79804 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -10990026.000000 Penalty: 5609.930664
	Iteration 75F: 3 clusters Score -1.099003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (161706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161706 members 
Entering Unmasked Estep 
Score: -21601350.000000 Penalty: 2974.396729
	Iteration 0F: 2 clusters Score -2.160135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80933 members 
Mstep: Class 2 contains 80773 members 
Entering Unmasked Estep 
Score: -21496460.000000 Penalty: 5948.793457
	Iteration 0F: 3 clusters Score -2.149646e+07 nChanged 77414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80673 members 
Mstep: Class 2 contains 81033 members 
Entering Unmasked Estep 
Score: -21541502.000000 Penalty: 5948.793457
	Iteration 1F: 3 clusters Score -2.15415e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80824 members 
Mstep: Class 2 contains 80882 members 
Entering Unmasked Estep 
Score: -21542502.000000 Penalty: 5948.793457
	Iteration 2Q: 3 clusters Score -2.15425e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80857 members 
Mstep: Class 2 contains 80849 members 
Entering Unmasked Estep 
Score: -21544032.000000 Penalty: 5948.793457
	Iteration 3Q: 3 clusters Score -2.154403e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80724 members 
Mstep: Class 2 contains 80982 members 
Entering Unmasked Estep 
Score: -21546016.000000 Penalty: 5948.793457
	Iteration 4Q: 3 clusters Score -2.154602e+07 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80326 members 
Mstep: Class 2 contains 81380 members 
Entering Unmasked Estep 
Score: -21549260.000000 Penalty: 5948.793457
	Iteration 5Q: 3 clusters Score -2.154926e+07 nChanged 8076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79410 members 
Mstep: Class 2 contains 82296 members 
Entering Unmasked Estep 
Score: -21553376.000000 Penalty: 5948.793457
	Iteration 6Q: 3 clusters Score -2.155338e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78002 members 
Mstep: Class 2 contains 83704 members 
Entering Unmasked Estep 
Score: -21558216.000000 Penalty: 5948.793457
	Iteration 7F: 3 clusters Score -2.155822e+07 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76205 members 
Mstep: Class 2 contains 85501 members 
Entering Unmasked Estep 
Score: -21563480.000000 Penalty: 5948.793457
	Iteration 8F: 3 clusters Score -2.156348e+07 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74094 members 
Mstep: Class 2 contains 87612 members 
Entering Unmasked Estep 
Score: -21569026.000000 Penalty: 5948.793457
	Iteration 9F: 3 clusters Score -2.156903e+07 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71752 members 
Mstep: Class 2 contains 89954 members 
Entering Unmasked Estep 
Score: -21574354.000000 Penalty: 5948.793457
	Iteration 10F: 3 clusters Score -2.157435e+07 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69569 members 
Mstep: Class 2 contains 92137 members 
Entering Unmasked Estep 
Score: -21578834.000000 Penalty: 5948.793457
	Iteration 11Q: 3 clusters Score -2.157883e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67473 members 
Mstep: Class 2 contains 94233 members 
Entering Unmasked Estep 
Score: -21581630.000000 Penalty: 5948.793457
	Iteration 12Q: 3 clusters Score -2.158163e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65678 members 
Mstep: Class 2 contains 96028 members 
Entering Unmasked Estep 
Score: -21582926.000000 Penalty: 5948.793457
	Iteration 13Q: 3 clusters Score -2.158293e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63996 members 
Mstep: Class 2 contains 97710 members 
Entering Unmasked Estep 
Score: -21583722.000000 Penalty: 5948.793457
	Iteration 14Q: 3 clusters Score -2.158372e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62504 members 
Mstep: Class 2 contains 99202 members 
Entering Unmasked Estep 
Score: -21584244.000000 Penalty: 5948.793457
	Iteration 15Q: 3 clusters Score -2.158424e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60973 members 
Mstep: Class 2 contains 100733 members 
Entering Unmasked Estep 
Score: -21584768.000000 Penalty: 5948.793457
	Iteration 16Q: 3 clusters Score -2.158477e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59470 members 
Mstep: Class 2 contains 102236 members 
Entering Unmasked Estep 
Score: -21585136.000000 Penalty: 5948.793457
	Iteration 17Q: 3 clusters Score -2.158514e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 103699 members 
Entering Unmasked Estep 
Score: -21585518.000000 Penalty: 5948.793457
	Iteration 18Q: 3 clusters Score -2.158552e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 105143 members 
Entering Unmasked Estep 
Score: -21585924.000000 Penalty: 5948.793457
	Iteration 19Q: 3 clusters Score -2.158592e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55087 members 
Mstep: Class 2 contains 106619 members 
Entering Unmasked Estep 
Score: -21586238.000000 Penalty: 5948.793457
	Iteration 20F: 3 clusters Score -2.158624e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53556 members 
Mstep: Class 2 contains 108150 members 
Entering Unmasked Estep 
Score: -21586584.000000 Penalty: 5948.793457
	Iteration 21Q: 3 clusters Score -2.158658e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 109637 members 
Entering Unmasked Estep 
Score: -21587048.000000 Penalty: 5948.793457
	Iteration 22Q: 3 clusters Score -2.158705e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 111176 members 
Entering Unmasked Estep 
Score: -21587506.000000 Penalty: 5948.793457
	Iteration 23Q: 3 clusters Score -2.158751e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 112717 members 
Entering Unmasked Estep 
Score: -21587938.000000 Penalty: 5948.793457
	Iteration 24Q: 3 clusters Score -2.158794e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 114279 members 
Entering Unmasked Estep 
Score: -21588374.000000 Penalty: 5948.793457
	Iteration 25Q: 3 clusters Score -2.158837e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 115882 members 
Entering Unmasked Estep 
Score: -21588950.000000 Penalty: 5948.793457
	Iteration 26Q: 3 clusters Score -2.158895e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 117564 members 
Entering Unmasked Estep 
Score: -21589528.000000 Penalty: 5948.793457
	Iteration 27Q: 3 clusters Score -2.158953e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 119318 members 
Entering Unmasked Estep 
Score: -21590138.000000 Penalty: 5948.793457
	Iteration 28Q: 3 clusters Score -2.159014e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 121079 members 
Entering Unmasked Estep 
Score: -21590568.000000 Penalty: 5948.793457
	Iteration 29Q: 3 clusters Score -2.159057e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 122854 members 
Entering Unmasked Estep 
Score: -21591114.000000 Penalty: 5948.793457
	Iteration 30Q: 3 clusters Score -2.159111e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 124673 members 
Entering Unmasked Estep 
Score: -21591790.000000 Penalty: 5948.793457
	Iteration 31Q: 3 clusters Score -2.159179e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 126451 members 
Entering Unmasked Estep 
Score: -21592344.000000 Penalty: 5948.793457
	Iteration 32Q: 3 clusters Score -2.159234e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 128316 members 
Entering Unmasked Estep 
Score: -21592928.000000 Penalty: 5948.793457
	Iteration 33Q: 3 clusters Score -2.159293e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 130182 members 
Entering Unmasked Estep 
Score: -21593306.000000 Penalty: 5948.793457
	Iteration 34Q: 3 clusters Score -2.159331e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 132001 members 
Entering Unmasked Estep 
Score: -21593816.000000 Penalty: 5948.793457
	Iteration 35Q: 3 clusters Score -2.159382e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 133756 members 
Entering Unmasked Estep 
Score: -21594300.000000 Penalty: 5948.793457
	Iteration 36Q: 3 clusters Score -2.15943e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 135481 members 
Entering Unmasked Estep 
Score: -21594876.000000 Penalty: 5948.793457
	Iteration 37Q: 3 clusters Score -2.159488e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 137127 members 
Entering Unmasked Estep 
Score: -21595470.000000 Penalty: 5948.793457
	Iteration 38Q: 3 clusters Score -2.159547e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 138691 members 
Entering Unmasked Estep 
Score: -21595948.000000 Penalty: 5948.793457
	Iteration 39Q: 3 clusters Score -2.159595e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 140143 members 
Entering Unmasked Estep 
Score: -21596304.000000 Penalty: 5948.793457
	Iteration 40F: 3 clusters Score -2.15963e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 141587 members 
Entering Unmasked Estep 
Score: -21596924.000000 Penalty: 5948.793457
	Iteration 41Q: 3 clusters Score -2.159692e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 143072 members 
Entering Unmasked Estep 
Score: -21597494.000000 Penalty: 5948.793457
	Iteration 42Q: 3 clusters Score -2.159749e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 144579 members 
Entering Unmasked Estep 
Score: -21598082.000000 Penalty: 5948.793457
	Iteration 43Q: 3 clusters Score -2.159808e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 146065 members 
Entering Unmasked Estep 
Score: -21598536.000000 Penalty: 5948.793457
	Iteration 44Q: 3 clusters Score -2.159854e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 147512 members 
Entering Unmasked Estep 
Score: -21599060.000000 Penalty: 5948.793457
	Iteration 45Q: 3 clusters Score -2.159906e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 148928 members 
Entering Unmasked Estep 
Score: -21599368.000000 Penalty: 5948.793457
	Iteration 46Q: 3 clusters Score -2.159937e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 150301 members 
Entering Unmasked Estep 
Score: -21599740.000000 Penalty: 5948.793457
	Iteration 47Q: 3 clusters Score -2.159974e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 151557 members 
Entering Unmasked Estep 
Score: -21600034.000000 Penalty: 5948.793457
	Iteration 48Q: 3 clusters Score -2.160003e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 152651 members 
Entering Unmasked Estep 
Score: -21600288.000000 Penalty: 5948.793457
	Iteration 49Q: 3 clusters Score -2.160029e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 153590 members 
Entering Unmasked Estep 
Score: -21600510.000000 Penalty: 5948.793457
	Iteration 50Q: 3 clusters Score -2.160051e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 154471 members 
Entering Unmasked Estep 
Score: -21600626.000000 Penalty: 5948.793457
	Iteration 51Q: 3 clusters Score -2.160063e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 155233 members 
Entering Unmasked Estep 
Score: -21600754.000000 Penalty: 5948.793457
	Iteration 52Q: 3 clusters Score -2.160075e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 155834 members 
Entering Unmasked Estep 
Score: -21600798.000000 Penalty: 5948.793457
	Iteration 53Q: 3 clusters Score -2.16008e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 156341 members 
Entering Unmasked Estep 
Score: -21600846.000000 Penalty: 5948.793457
	Iteration 54Q: 3 clusters Score -2.160085e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 156768 members 
Entering Unmasked Estep 
Score: -21600906.000000 Penalty: 5948.793457
	Iteration 55Q: 3 clusters Score -2.160091e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 157124 members 
Entering Unmasked Estep 
Score: -21600950.000000 Penalty: 5948.793457
	Iteration 56Q: 3 clusters Score -2.160095e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 157436 members 
Entering Unmasked Estep 
Score: -21600906.000000 Penalty: 5948.793457
	Iteration 57Q: 3 clusters Score -2.160091e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 157732 members 
Entering Unmasked Estep 
Score: -21600900.000000 Penalty: 5948.793457
	Iteration 58Q: 3 clusters Score -2.16009e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 157974 members 
Entering Unmasked Estep 
Score: -21600852.000000 Penalty: 5948.793457
	Iteration 59Q: 3 clusters Score -2.160085e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 158175 members 
Entering Unmasked Estep 
Score: -21600874.000000 Penalty: 5948.793457
	Iteration 60F: 3 clusters Score -2.160087e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 158334 members 
Entering Unmasked Estep 
Score: -21600884.000000 Penalty: 5948.793457
	Iteration 61Q: 3 clusters Score -2.160088e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 158459 members 
Entering Unmasked Estep 
Score: -21600850.000000 Penalty: 5948.793457
	Iteration 62Q: 3 clusters Score -2.160085e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 158581 members 
Entering Unmasked Estep 
Score: -21600856.000000 Penalty: 5948.793457
	Iteration 63Q: 3 clusters Score -2.160086e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 158678 members 
Entering Unmasked Estep 
Score: -21600812.000000 Penalty: 5948.793457
	Iteration 64Q: 3 clusters Score -2.160081e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 158785 members 
Entering Unmasked Estep 
Score: -21600790.000000 Penalty: 5948.793457
	Iteration 65Q: 3 clusters Score -2.160079e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 158879 members 
Entering Unmasked Estep 
Score: -21600798.000000 Penalty: 5948.793457
	Iteration 66Q: 3 clusters Score -2.16008e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 158967 members 
Entering Unmasked Estep 
Score: -21600810.000000 Penalty: 5948.793457
	Iteration 67Q: 3 clusters Score -2.160081e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 159030 members 
Entering Unmasked Estep 
Score: -21600800.000000 Penalty: 5948.793457
	Iteration 68Q: 3 clusters Score -2.16008e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 159098 members 
Entering Unmasked Estep 
Score: -21600740.000000 Penalty: 5948.793457
	Iteration 69Q: 3 clusters Score -2.160074e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 159162 members 
Entering Unmasked Estep 
Score: -21600770.000000 Penalty: 5948.793457
	Iteration 70Q: 3 clusters Score -2.160077e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 159208 members 
Entering Unmasked Estep 
Score: -21600760.000000 Penalty: 5948.793457
	Iteration 71Q: 3 clusters Score -2.160076e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 159257 members 
Entering Unmasked Estep 
Score: -21600734.000000 Penalty: 5948.793457
	Iteration 72Q: 3 clusters Score -2.160073e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 159299 members 
Entering Unmasked Estep 
Score: -21600724.000000 Penalty: 5948.793457
	Iteration 73Q: 3 clusters Score -2.160072e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 159333 members 
Entering Unmasked Estep 
Score: -21600710.000000 Penalty: 5948.793457
	Iteration 74Q: 3 clusters Score -2.160071e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 159354 members 
Entering Unmasked Estep 
Score: -21600724.000000 Penalty: 5948.793457
	Iteration 75Q: 3 clusters Score -2.160072e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 159371 members 
Entering Unmasked Estep 
Score: -21600716.000000 Penalty: 5948.793457
	Iteration 76Q: 3 clusters Score -2.160072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 159383 members 
Entering Unmasked Estep 
Score: -21600714.000000 Penalty: 5948.793457
	Iteration 77Q: 3 clusters Score -2.160071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 159396 members 
Entering Unmasked Estep 
Score: -21600712.000000 Penalty: 5948.793457
	Iteration 78Q: 3 clusters Score -2.160071e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 159407 members 
Entering Unmasked Estep 
Score: -21600708.000000 Penalty: 5948.793457
	Iteration 79Q: 3 clusters Score -2.160071e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 159419 members 
Entering Unmasked Estep 
Score: -21600702.000000 Penalty: 5948.793457
	Iteration 80F: 3 clusters Score -2.16007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 159427 members 
Entering Unmasked Estep 
Score: -21600704.000000 Penalty: 5948.793457
	Iteration 81Q: 3 clusters Score -2.16007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 159438 members 
Entering Unmasked Estep 
Score: -21600710.000000 Penalty: 5948.793457
	Iteration 82Q: 3 clusters Score -2.160071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 159447 members 
Entering Unmasked Estep 
Score: -21600718.000000 Penalty: 5948.793457
	Iteration 83Q: 3 clusters Score -2.160072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 159458 members 
Entering Unmasked Estep 
Score: -21600706.000000 Penalty: 5948.793457
	Iteration 84Q: 3 clusters Score -2.160071e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 159472 members 
Entering Unmasked Estep 
Score: -21600732.000000 Penalty: 5948.793457
	Iteration 85Q: 3 clusters Score -2.160073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 159483 members 
Entering Unmasked Estep 
Score: -21600718.000000 Penalty: 5948.793457
	Iteration 86Q: 3 clusters Score -2.160072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 159488 members 
Entering Unmasked Estep 
Score: -21600720.000000 Penalty: 5948.793457
	Iteration 87Q: 3 clusters Score -2.160072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 159495 members 
Entering Unmasked Estep 
Score: -21600724.000000 Penalty: 5948.793457
	Iteration 88Q: 3 clusters Score -2.160072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 159501 members 
Entering Unmasked Estep 
Score: -21600716.000000 Penalty: 5948.793457
	Iteration 89Q: 3 clusters Score -2.160072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 159506 members 
Entering Unmasked Estep 
Score: -21600704.000000 Penalty: 5948.793457
	Iteration 90Q: 3 clusters Score -2.16007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 159512 members 
Entering Unmasked Estep 
Score: -21600706.000000 Penalty: 5948.793457
	Iteration 91Q: 3 clusters Score -2.160071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 159517 members 
Entering Unmasked Estep 
Score: -21600704.000000 Penalty: 5948.793457
	Iteration 92Q: 3 clusters Score -2.16007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 159521 members 
Entering Unmasked Estep 
Score: -21600698.000000 Penalty: 5948.793457
	Iteration 93Q: 3 clusters Score -2.16007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 159522 members 
Entering Unmasked Estep 
Score: -21600684.000000 Penalty: 5948.793457
	Iteration 94Q: 3 clusters Score -2.160068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 159522 members 
Entering Unmasked Estep 
Score: -21600684.000000 Penalty: 5948.793457
	Iteration 95F: 3 clusters Score -2.160068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -407493.531250 Penalty: 1991.702881
	Iteration 0F: 2 clusters Score -407493.5 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 1467 members 
Entering Unmasked Estep 
Score: -404181.812500 Penalty: 3983.405762
	Iteration 0F: 3 clusters Score -404181.8 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -404912.906250 Penalty: 3983.405762
	Iteration 1F: 3 clusters Score -404912.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -405131.375000 Penalty: 3983.405762
	Iteration 2F: 3 clusters Score -405131.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -405358.000000 Penalty: 3983.405762
	Iteration 3F: 3 clusters Score -405358 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -405681.312500 Penalty: 3983.405762
	Iteration 4F: 3 clusters Score -405681.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -406046.125000 Penalty: 3983.405762
	Iteration 5F: 3 clusters Score -406046.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -406505.406250 Penalty: 3983.405762
	Iteration 6F: 3 clusters Score -406505.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -406931.531250 Penalty: 3983.405762
	Iteration 7F: 3 clusters Score -406931.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -407284.937500 Penalty: 3983.405762
	Iteration 8F: 3 clusters Score -407284.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -407508.218750 Penalty: 3983.405762
	Iteration 9Q: 3 clusters Score -407508.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -407588.937500 Penalty: 3983.405762
	Iteration 10Q: 3 clusters Score -407588.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -407614.531250 Penalty: 3983.405762
	Iteration 11Q: 3 clusters Score -407614.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -407626.937500 Penalty: 3983.405762
	Iteration 12Q: 3 clusters Score -407626.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -407634.500000 Penalty: 3983.405762
	Iteration 13Q: 3 clusters Score -407634.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -407635.312500 Penalty: 3983.405762
	Iteration 14Q: 3 clusters Score -407635.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -407638.218750 Penalty: 3983.405762
	Iteration 15Q: 3 clusters Score -407638.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -407639.343750 Penalty: 3983.405762
	Iteration 16Q: 3 clusters Score -407639.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -407639.781250 Penalty: 3983.405762
	Iteration 17Q: 3 clusters Score -407639.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -407640.406250 Penalty: 3983.405762
	Iteration 18Q: 3 clusters Score -407640.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -407640.406250 Penalty: 3983.405762
	Iteration 19F: 3 clusters Score -407640.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 101490 members 
Mstep: Class 2 contains 14789 members 
Mstep: Class 3 contains 2994 members 
Mstep: Class 4 contains 937 members 
Mstep: Class 5 contains 75889 members 
Mstep: Class 6 contains 81662 members 
Mstep: Class 7 contains 379 members 
Mstep: Class 8 contains 2085 members 
Mstep: Class 9 contains 161706 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 155871 members 
Mstep: Class 12 contains 131703 members 
Mstep: Class 13 contains 160254 members 
Mstep: Class 14 contains 156300 members 
Mstep: Class 15 contains 159576 members 
Mstep: Class 18 contains 171804 members 
Mstep: Class 19 contains 1980 members 
Entering Unmasked Estep 
Score: -180390560.000000 Penalty: 59605.648438
Splitting cluster 10 changes total score from -180391392.000000 to -180390560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (155871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155871 members 
Entering Unmasked Estep 
Score: -21202160.000000 Penalty: 2965.282471
	Iteration 0F: 2 clusters Score -2.120216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78131 members 
Mstep: Class 2 contains 77740 members 
Entering Unmasked Estep 
Score: -21099224.000000 Penalty: 5930.564941
	Iteration 0F: 3 clusters Score -2.109922e+07 nChanged 74755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80384 members 
Mstep: Class 2 contains 75487 members 
Entering Unmasked Estep 
Score: -21143306.000000 Penalty: 5930.564941
	Iteration 1F: 3 clusters Score -2.114331e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81978 members 
Mstep: Class 2 contains 73893 members 
Entering Unmasked Estep 
Score: -21144182.000000 Penalty: 5930.564941
	Iteration 2Q: 3 clusters Score -2.114418e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84433 members 
Mstep: Class 2 contains 71438 members 
Entering Unmasked Estep 
Score: -21145488.000000 Penalty: 5930.564941
	Iteration 3Q: 3 clusters Score -2.114549e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88052 members 
Mstep: Class 2 contains 67819 members 
Entering Unmasked Estep 
Score: -21147448.000000 Penalty: 5930.564941
	Iteration 4Q: 3 clusters Score -2.114745e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93371 members 
Mstep: Class 2 contains 62500 members 
Entering Unmasked Estep 
Score: -21150402.000000 Penalty: 5930.564941
	Iteration 5Q: 3 clusters Score -2.11504e+07 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100709 members 
Mstep: Class 2 contains 55162 members 
Entering Unmasked Estep 
Score: -21155084.000000 Penalty: 5930.564941
	Iteration 6F: 3 clusters Score -2.115508e+07 nChanged 9849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109934 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -21162564.000000 Penalty: 5930.564941
	Iteration 7F: 3 clusters Score -2.116256e+07 nChanged 10588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120084 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -21171726.000000 Penalty: 5930.564941
	Iteration 8F: 3 clusters Score -2.117173e+07 nChanged 9771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129503 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -21180632.000000 Penalty: 5930.564941
	Iteration 9F: 3 clusters Score -2.118063e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136653 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -21186944.000000 Penalty: 5930.564941
	Iteration 10Q: 3 clusters Score -2.118694e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141664 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -21191100.000000 Penalty: 5930.564941
	Iteration 11Q: 3 clusters Score -2.11911e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145313 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -21193890.000000 Penalty: 5930.564941
	Iteration 12Q: 3 clusters Score -2.119389e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147837 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -21195798.000000 Penalty: 5930.564941
	Iteration 13Q: 3 clusters Score -2.11958e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149663 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -21196904.000000 Penalty: 5930.564941
	Iteration 14Q: 3 clusters Score -2.11969e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151010 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -21197694.000000 Penalty: 5930.564941
	Iteration 15Q: 3 clusters Score -2.119769e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151979 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -21198208.000000 Penalty: 5930.564941
	Iteration 16Q: 3 clusters Score -2.119821e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152685 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -21198568.000000 Penalty: 5930.564941
	Iteration 17Q: 3 clusters Score -2.119857e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153234 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -21198880.000000 Penalty: 5930.564941
	Iteration 18Q: 3 clusters Score -2.119888e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153627 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -21199122.000000 Penalty: 5930.564941
	Iteration 19Q: 3 clusters Score -2.119912e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153928 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -21199336.000000 Penalty: 5930.564941
	Iteration 20F: 3 clusters Score -2.119934e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154146 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -21199448.000000 Penalty: 5930.564941
	Iteration 21Q: 3 clusters Score -2.119945e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154313 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -21199562.000000 Penalty: 5930.564941
	Iteration 22Q: 3 clusters Score -2.119956e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154446 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -21199612.000000 Penalty: 5930.564941
	Iteration 23Q: 3 clusters Score -2.119961e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154552 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -21199608.000000 Penalty: 5930.564941
	Iteration 24Q: 3 clusters Score -2.119961e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154639 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -21199658.000000 Penalty: 5930.564941
	Iteration 25Q: 3 clusters Score -2.119966e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154697 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -21199702.000000 Penalty: 5930.564941
	Iteration 26Q: 3 clusters Score -2.11997e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154743 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -21199684.000000 Penalty: 5930.564941
	Iteration 27Q: 3 clusters Score -2.119968e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154775 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -21199688.000000 Penalty: 5930.564941
	Iteration 28Q: 3 clusters Score -2.119969e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154798 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -21199704.000000 Penalty: 5930.564941
	Iteration 29Q: 3 clusters Score -2.11997e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154816 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -21199738.000000 Penalty: 5930.564941
	Iteration 30Q: 3 clusters Score -2.119974e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154833 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -21199734.000000 Penalty: 5930.564941
	Iteration 31Q: 3 clusters Score -2.119973e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154840 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -21199742.000000 Penalty: 5930.564941
	Iteration 32Q: 3 clusters Score -2.119974e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154855 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -21199740.000000 Penalty: 5930.564941
	Iteration 33Q: 3 clusters Score -2.119974e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154868 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -21199760.000000 Penalty: 5930.564941
	Iteration 34Q: 3 clusters Score -2.119976e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154882 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -21199772.000000 Penalty: 5930.564941
	Iteration 35Q: 3 clusters Score -2.119977e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154893 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -21199756.000000 Penalty: 5930.564941
	Iteration 36Q: 3 clusters Score -2.119976e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154902 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -21199770.000000 Penalty: 5930.564941
	Iteration 37Q: 3 clusters Score -2.119977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154907 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -21199788.000000 Penalty: 5930.564941
	Iteration 38Q: 3 clusters Score -2.119979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154916 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -21199780.000000 Penalty: 5930.564941
	Iteration 39Q: 3 clusters Score -2.119978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154922 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -21199782.000000 Penalty: 5930.564941
	Iteration 40F: 3 clusters Score -2.119978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154931 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -21199776.000000 Penalty: 5930.564941
	Iteration 41Q: 3 clusters Score -2.119978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154933 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -21199778.000000 Penalty: 5930.564941
	Iteration 42Q: 3 clusters Score -2.119978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154936 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -21199802.000000 Penalty: 5930.564941
	Iteration 43Q: 3 clusters Score -2.11998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154942 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -21199804.000000 Penalty: 5930.564941
	Iteration 44Q: 3 clusters Score -2.11998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154950 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -21199796.000000 Penalty: 5930.564941
	Iteration 45Q: 3 clusters Score -2.11998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154954 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -21199794.000000 Penalty: 5930.564941
	Iteration 46Q: 3 clusters Score -2.119979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154960 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -21199824.000000 Penalty: 5930.564941
	Iteration 47Q: 3 clusters Score -2.119982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154965 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -21199814.000000 Penalty: 5930.564941
	Iteration 48Q: 3 clusters Score -2.119981e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154968 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -21199816.000000 Penalty: 5930.564941
	Iteration 49Q: 3 clusters Score -2.119982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154969 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -21199832.000000 Penalty: 5930.564941
	Iteration 50Q: 3 clusters Score -2.119983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154969 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -21199828.000000 Penalty: 5930.564941
	Iteration 51Q: 3 clusters Score -2.119983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154971 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -21199832.000000 Penalty: 5930.564941
	Iteration 52Q: 3 clusters Score -2.119983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154971 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -21199830.000000 Penalty: 5930.564941
	Iteration 53Q: 3 clusters Score -2.119983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154971 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -21199826.000000 Penalty: 5930.564941
	Iteration 54Q: 3 clusters Score -2.119983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154969 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -21199824.000000 Penalty: 5930.564941
	Iteration 55Q: 3 clusters Score -2.119982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154969 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -21199816.000000 Penalty: 5930.564941
	Iteration 56Q: 3 clusters Score -2.119982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154970 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -21199816.000000 Penalty: 5930.564941
	Iteration 57Q: 3 clusters Score -2.119982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154970 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -21199804.000000 Penalty: 5930.564941
	Iteration 58Q: 3 clusters Score -2.11998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154969 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -21199806.000000 Penalty: 5930.564941
	Iteration 59Q: 3 clusters Score -2.119981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154968 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -21199818.000000 Penalty: 5930.564941
	Iteration 60F: 3 clusters Score -2.119982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154969 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -21199822.000000 Penalty: 5930.564941
	Iteration 61Q: 3 clusters Score -2.119982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154971 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -21199814.000000 Penalty: 5930.564941
	Iteration 62Q: 3 clusters Score -2.119981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154972 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -21199826.000000 Penalty: 5930.564941
	Iteration 63Q: 3 clusters Score -2.119983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154974 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -21199828.000000 Penalty: 5930.564941
	Iteration 64Q: 3 clusters Score -2.119983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154975 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -21199830.000000 Penalty: 5930.564941
	Iteration 65Q: 3 clusters Score -2.119983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154975 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -21199838.000000 Penalty: 5930.564941
	Iteration 66Q: 3 clusters Score -2.119984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154975 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -21199838.000000 Penalty: 5930.564941
	Iteration 67F: 3 clusters Score -2.119984e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (131703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131703 members 
Entering Unmasked Estep 
Score: -17079042.000000 Penalty: 2923.499512
	Iteration 0F: 2 clusters Score -1.707904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66078 members 
Mstep: Class 2 contains 65625 members 
Entering Unmasked Estep 
Score: -16991062.000000 Penalty: 5846.999023
	Iteration 0F: 3 clusters Score -1.699106e+07 nChanged 62393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70717 members 
Mstep: Class 2 contains 60986 members 
Entering Unmasked Estep 
Score: -17027340.000000 Penalty: 5846.999023
	Iteration 1F: 3 clusters Score -1.702734e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 57554 members 
Entering Unmasked Estep 
Score: -17029568.000000 Penalty: 5846.999023
	Iteration 2Q: 3 clusters Score -1.702957e+07 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79320 members 
Mstep: Class 2 contains 52383 members 
Entering Unmasked Estep 
Score: -17033644.000000 Penalty: 5846.999023
	Iteration 3F: 3 clusters Score -1.703364e+07 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86228 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -17039864.000000 Penalty: 5846.999023
	Iteration 4F: 3 clusters Score -1.703986e+07 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93844 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -17046930.000000 Penalty: 5846.999023
	Iteration 5F: 3 clusters Score -1.704693e+07 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101373 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -17053578.000000 Penalty: 5846.999023
	Iteration 6F: 3 clusters Score -1.705358e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108529 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -17059382.000000 Penalty: 5846.999023
	Iteration 7F: 3 clusters Score -1.705938e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115026 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -17064532.000000 Penalty: 5846.999023
	Iteration 8F: 3 clusters Score -1.706453e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120711 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -17068928.000000 Penalty: 5846.999023
	Iteration 9Q: 3 clusters Score -1.706893e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125136 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -17072278.000000 Penalty: 5846.999023
	Iteration 10Q: 3 clusters Score -1.707228e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128007 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -17074330.000000 Penalty: 5846.999023
	Iteration 11Q: 3 clusters Score -1.707433e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129622 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -17075594.000000 Penalty: 5846.999023
	Iteration 12Q: 3 clusters Score -1.707559e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130406 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -17076068.000000 Penalty: 5846.999023
	Iteration 13Q: 3 clusters Score -1.707607e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130819 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -17076402.000000 Penalty: 5846.999023
	Iteration 14Q: 3 clusters Score -1.70764e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131031 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -17076594.000000 Penalty: 5846.999023
	Iteration 15Q: 3 clusters Score -1.707659e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131143 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -17076698.000000 Penalty: 5846.999023
	Iteration 16Q: 3 clusters Score -1.70767e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131200 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -17076724.000000 Penalty: 5846.999023
	Iteration 17Q: 3 clusters Score -1.707672e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131234 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -17076734.000000 Penalty: 5846.999023
	Iteration 18Q: 3 clusters Score -1.707673e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131252 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -17076760.000000 Penalty: 5846.999023
	Iteration 19Q: 3 clusters Score -1.707676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131267 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -17076772.000000 Penalty: 5846.999023
	Iteration 20F: 3 clusters Score -1.707677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131272 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -17076790.000000 Penalty: 5846.999023
	Iteration 21Q: 3 clusters Score -1.707679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131279 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -17076808.000000 Penalty: 5846.999023
	Iteration 22Q: 3 clusters Score -1.707681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131286 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -17076802.000000 Penalty: 5846.999023
	Iteration 23Q: 3 clusters Score -1.70768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131292 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -17076814.000000 Penalty: 5846.999023
	Iteration 24Q: 3 clusters Score -1.707681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131300 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -17076832.000000 Penalty: 5846.999023
	Iteration 25Q: 3 clusters Score -1.707683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131306 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -17076824.000000 Penalty: 5846.999023
	Iteration 26Q: 3 clusters Score -1.707682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131313 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -17076826.000000 Penalty: 5846.999023
	Iteration 27Q: 3 clusters Score -1.707683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131316 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -17076828.000000 Penalty: 5846.999023
	Iteration 28Q: 3 clusters Score -1.707683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131316 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -17076828.000000 Penalty: 5846.999023
	Iteration 29Q: 3 clusters Score -1.707683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131317 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -17076828.000000 Penalty: 5846.999023
	Iteration 30Q: 3 clusters Score -1.707683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131320 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -17076828.000000 Penalty: 5846.999023
	Iteration 31Q: 3 clusters Score -1.707683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131323 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -17076844.000000 Penalty: 5846.999023
	Iteration 32Q: 3 clusters Score -1.707684e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131323 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -17076844.000000 Penalty: 5846.999023
	Iteration 33F: 3 clusters Score -1.707684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (160254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160254 members 
Entering Unmasked Estep 
Score: -21298818.000000 Penalty: 2972.159668
	Iteration 0F: 2 clusters Score -2.129882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79973 members 
Mstep: Class 2 contains 80281 members 
Entering Unmasked Estep 
Score: -21194636.000000 Penalty: 5944.319336
	Iteration 0F: 3 clusters Score -2.119464e+07 nChanged 76850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79049 members 
Mstep: Class 2 contains 81205 members 
Entering Unmasked Estep 
Score: -21239420.000000 Penalty: 5944.319336
	Iteration 1F: 3 clusters Score -2.123942e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 81345 members 
Entering Unmasked Estep 
Score: -21240910.000000 Penalty: 5944.319336
	Iteration 2Q: 3 clusters Score -2.124091e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78940 members 
Mstep: Class 2 contains 81314 members 
Entering Unmasked Estep 
Score: -21243216.000000 Penalty: 5944.319336
	Iteration 3Q: 3 clusters Score -2.124322e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79312 members 
Mstep: Class 2 contains 80942 members 
Entering Unmasked Estep 
Score: -21246494.000000 Penalty: 5944.319336
	Iteration 4Q: 3 clusters Score -2.124649e+07 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80032 members 
Mstep: Class 2 contains 80222 members 
Entering Unmasked Estep 
Score: -21250992.000000 Penalty: 5944.319336
	Iteration 5F: 3 clusters Score -2.125099e+07 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81235 members 
Mstep: Class 2 contains 79019 members 
Entering Unmasked Estep 
Score: -21256120.000000 Penalty: 5944.319336
	Iteration 6F: 3 clusters Score -2.125612e+07 nChanged 9537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82822 members 
Mstep: Class 2 contains 77432 members 
Entering Unmasked Estep 
Score: -21261110.000000 Penalty: 5944.319336
	Iteration 7F: 3 clusters Score -2.126111e+07 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84730 members 
Mstep: Class 2 contains 75524 members 
Entering Unmasked Estep 
Score: -21265966.000000 Penalty: 5944.319336
	Iteration 8F: 3 clusters Score -2.126597e+07 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86862 members 
Mstep: Class 2 contains 73392 members 
Entering Unmasked Estep 
Score: -21270660.000000 Penalty: 5944.319336
	Iteration 9F: 3 clusters Score -2.127066e+07 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88943 members 
Mstep: Class 2 contains 71311 members 
Entering Unmasked Estep 
Score: -21274508.000000 Penalty: 5944.319336
	Iteration 10Q: 3 clusters Score -2.127451e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90959 members 
Mstep: Class 2 contains 69295 members 
Entering Unmasked Estep 
Score: -21276856.000000 Penalty: 5944.319336
	Iteration 11Q: 3 clusters Score -2.127686e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92928 members 
Mstep: Class 2 contains 67326 members 
Entering Unmasked Estep 
Score: -21278068.000000 Penalty: 5944.319336
	Iteration 12Q: 3 clusters Score -2.127807e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94940 members 
Mstep: Class 2 contains 65314 members 
Entering Unmasked Estep 
Score: -21278850.000000 Penalty: 5944.319336
	Iteration 13Q: 3 clusters Score -2.127885e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96937 members 
Mstep: Class 2 contains 63317 members 
Entering Unmasked Estep 
Score: -21279494.000000 Penalty: 5944.319336
	Iteration 14Q: 3 clusters Score -2.127949e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98889 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -21280196.000000 Penalty: 5944.319336
	Iteration 15Q: 3 clusters Score -2.12802e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100926 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -21280952.000000 Penalty: 5944.319336
	Iteration 16Q: 3 clusters Score -2.128095e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103136 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -21281756.000000 Penalty: 5944.319336
	Iteration 17Q: 3 clusters Score -2.128176e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105433 members 
Mstep: Class 2 contains 54821 members 
Entering Unmasked Estep 
Score: -21282682.000000 Penalty: 5944.319336
	Iteration 18Q: 3 clusters Score -2.128268e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107712 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -21283524.000000 Penalty: 5944.319336
	Iteration 19Q: 3 clusters Score -2.128352e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109992 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -21284336.000000 Penalty: 5944.319336
	Iteration 20F: 3 clusters Score -2.128434e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112236 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -21285140.000000 Penalty: 5944.319336
	Iteration 21Q: 3 clusters Score -2.128514e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114486 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -21285984.000000 Penalty: 5944.319336
	Iteration 22Q: 3 clusters Score -2.128598e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116669 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -21286792.000000 Penalty: 5944.319336
	Iteration 23Q: 3 clusters Score -2.128679e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118839 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -21287630.000000 Penalty: 5944.319336
	Iteration 24Q: 3 clusters Score -2.128763e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120954 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -21288518.000000 Penalty: 5944.319336
	Iteration 25Q: 3 clusters Score -2.128852e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123100 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -21289192.000000 Penalty: 5944.319336
	Iteration 26Q: 3 clusters Score -2.128919e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125208 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -21289888.000000 Penalty: 5944.319336
	Iteration 27Q: 3 clusters Score -2.128989e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127305 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -21290600.000000 Penalty: 5944.319336
	Iteration 28Q: 3 clusters Score -2.12906e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129389 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -21291180.000000 Penalty: 5944.319336
	Iteration 29Q: 3 clusters Score -2.129118e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131477 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -21291704.000000 Penalty: 5944.319336
	Iteration 30Q: 3 clusters Score -2.12917e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133491 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -21292330.000000 Penalty: 5944.319336
	Iteration 31Q: 3 clusters Score -2.129233e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135470 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -21292976.000000 Penalty: 5944.319336
	Iteration 32Q: 3 clusters Score -2.129298e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137417 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -21293752.000000 Penalty: 5944.319336
	Iteration 33Q: 3 clusters Score -2.129375e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139270 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -21294388.000000 Penalty: 5944.319336
	Iteration 34Q: 3 clusters Score -2.129439e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141049 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -21294950.000000 Penalty: 5944.319336
	Iteration 35Q: 3 clusters Score -2.129495e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142712 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -21295646.000000 Penalty: 5944.319336
	Iteration 36Q: 3 clusters Score -2.129565e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144307 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -21296112.000000 Penalty: 5944.319336
	Iteration 37Q: 3 clusters Score -2.129611e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145744 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -21296510.000000 Penalty: 5944.319336
	Iteration 38Q: 3 clusters Score -2.129651e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147043 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -21297034.000000 Penalty: 5944.319336
	Iteration 39Q: 3 clusters Score -2.129703e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148257 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -21297388.000000 Penalty: 5944.319336
	Iteration 40F: 3 clusters Score -2.129739e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149495 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -21297860.000000 Penalty: 5944.319336
	Iteration 41Q: 3 clusters Score -2.129786e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150612 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -21298052.000000 Penalty: 5944.319336
	Iteration 42Q: 3 clusters Score -2.129805e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151615 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -21298228.000000 Penalty: 5944.319336
	Iteration 43Q: 3 clusters Score -2.129823e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152503 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -21298446.000000 Penalty: 5944.319336
	Iteration 44Q: 3 clusters Score -2.129845e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153323 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -21298562.000000 Penalty: 5944.319336
	Iteration 45Q: 3 clusters Score -2.129856e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154054 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -21298712.000000 Penalty: 5944.319336
	Iteration 46Q: 3 clusters Score -2.129871e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154661 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -21298772.000000 Penalty: 5944.319336
	Iteration 47Q: 3 clusters Score -2.129877e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155147 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -21298808.000000 Penalty: 5944.319336
	Iteration 48Q: 3 clusters Score -2.129881e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155585 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -21298844.000000 Penalty: 5944.319336
	Iteration 49Q: 3 clusters Score -2.129884e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155947 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -21298882.000000 Penalty: 5944.319336
	Iteration 50Q: 3 clusters Score -2.129888e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156225 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -21298852.000000 Penalty: 5944.319336
	Iteration 51Q: 3 clusters Score -2.129885e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156452 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -21298770.000000 Penalty: 5944.319336
	Iteration 52Q: 3 clusters Score -2.129877e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156645 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -21298782.000000 Penalty: 5944.319336
	Iteration 53Q: 3 clusters Score -2.129878e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156797 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -21298766.000000 Penalty: 5944.319336
	Iteration 54Q: 3 clusters Score -2.129877e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156941 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -21298690.000000 Penalty: 5944.319336
	Iteration 55Q: 3 clusters Score -2.129869e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157077 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -21298696.000000 Penalty: 5944.319336
	Iteration 56Q: 3 clusters Score -2.12987e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157182 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -21298696.000000 Penalty: 5944.319336
	Iteration 57Q: 3 clusters Score -2.12987e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157268 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -21298698.000000 Penalty: 5944.319336
	Iteration 58Q: 3 clusters Score -2.12987e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157329 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -21298686.000000 Penalty: 5944.319336
	Iteration 59Q: 3 clusters Score -2.129869e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157383 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -21298702.000000 Penalty: 5944.319336
	Iteration 60F: 3 clusters Score -2.12987e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157427 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -21298710.000000 Penalty: 5944.319336
	Iteration 61Q: 3 clusters Score -2.129871e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157471 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -21298682.000000 Penalty: 5944.319336
	Iteration 62Q: 3 clusters Score -2.129868e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157502 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -21298664.000000 Penalty: 5944.319336
	Iteration 63Q: 3 clusters Score -2.129866e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157526 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -21298670.000000 Penalty: 5944.319336
	Iteration 64Q: 3 clusters Score -2.129867e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157549 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -21298650.000000 Penalty: 5944.319336
	Iteration 65Q: 3 clusters Score -2.129865e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157576 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -21298658.000000 Penalty: 5944.319336
	Iteration 66Q: 3 clusters Score -2.129866e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157603 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -21298670.000000 Penalty: 5944.319336
	Iteration 67Q: 3 clusters Score -2.129867e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157625 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -21298672.000000 Penalty: 5944.319336
	Iteration 68Q: 3 clusters Score -2.129867e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157648 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -21298686.000000 Penalty: 5944.319336
	Iteration 69Q: 3 clusters Score -2.129869e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157674 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -21298644.000000 Penalty: 5944.319336
	Iteration 70Q: 3 clusters Score -2.129864e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157689 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -21298656.000000 Penalty: 5944.319336
	Iteration 71Q: 3 clusters Score -2.129866e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157699 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -21298650.000000 Penalty: 5944.319336
	Iteration 72Q: 3 clusters Score -2.129865e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157712 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -21298648.000000 Penalty: 5944.319336
	Iteration 73Q: 3 clusters Score -2.129865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157721 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -21298650.000000 Penalty: 5944.319336
	Iteration 74Q: 3 clusters Score -2.129865e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157734 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -21298634.000000 Penalty: 5944.319336
	Iteration 75Q: 3 clusters Score -2.129863e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157748 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -21298628.000000 Penalty: 5944.319336
	Iteration 76Q: 3 clusters Score -2.129863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157753 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -21298634.000000 Penalty: 5944.319336
	Iteration 77Q: 3 clusters Score -2.129863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157759 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -21298632.000000 Penalty: 5944.319336
	Iteration 78Q: 3 clusters Score -2.129863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157763 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -21298642.000000 Penalty: 5944.319336
	Iteration 79Q: 3 clusters Score -2.129864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157766 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -21298634.000000 Penalty: 5944.319336
	Iteration 80F: 3 clusters Score -2.129863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157768 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -21298630.000000 Penalty: 5944.319336
	Iteration 81Q: 3 clusters Score -2.129863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157771 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -21298638.000000 Penalty: 5944.319336
	Iteration 82Q: 3 clusters Score -2.129864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157773 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -21298636.000000 Penalty: 5944.319336
	Iteration 83Q: 3 clusters Score -2.129864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157776 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -21298626.000000 Penalty: 5944.319336
	Iteration 84Q: 3 clusters Score -2.129863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157781 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -21298616.000000 Penalty: 5944.319336
	Iteration 85Q: 3 clusters Score -2.129862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157786 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -21298618.000000 Penalty: 5944.319336
	Iteration 86Q: 3 clusters Score -2.129862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157788 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -21298622.000000 Penalty: 5944.319336
	Iteration 87Q: 3 clusters Score -2.129862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157791 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -21298610.000000 Penalty: 5944.319336
	Iteration 88Q: 3 clusters Score -2.129861e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157791 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -21298610.000000 Penalty: 5944.319336
	Iteration 89F: 3 clusters Score -2.129861e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (156300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156300 members 
Entering Unmasked Estep 
Score: -20821962.000000 Penalty: 2965.964111
	Iteration 0F: 2 clusters Score -2.082196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78112 members 
Mstep: Class 2 contains 78188 members 
Entering Unmasked Estep 
Score: -20718500.000000 Penalty: 5931.928223
	Iteration 0F: 3 clusters Score -2.07185e+07 nChanged 74873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76299 members 
Mstep: Class 2 contains 80001 members 
Entering Unmasked Estep 
Score: -20762034.000000 Penalty: 5931.928223
	Iteration 1F: 3 clusters Score -2.076203e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 81543 members 
Entering Unmasked Estep 
Score: -20763270.000000 Penalty: 5931.928223
	Iteration 2Q: 3 clusters Score -2.076327e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72350 members 
Mstep: Class 2 contains 83950 members 
Entering Unmasked Estep 
Score: -20764984.000000 Penalty: 5931.928223
	Iteration 3Q: 3 clusters Score -2.076498e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68750 members 
Mstep: Class 2 contains 87550 members 
Entering Unmasked Estep 
Score: -20767398.000000 Penalty: 5931.928223
	Iteration 4Q: 3 clusters Score -2.07674e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63843 members 
Mstep: Class 2 contains 92457 members 
Entering Unmasked Estep 
Score: -20770724.000000 Penalty: 5931.928223
	Iteration 5F: 3 clusters Score -2.077072e+07 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 98708 members 
Entering Unmasked Estep 
Score: -20774818.000000 Penalty: 5931.928223
	Iteration 6F: 3 clusters Score -2.077482e+07 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 106150 members 
Entering Unmasked Estep 
Score: -20780180.000000 Penalty: 5931.928223
	Iteration 7F: 3 clusters Score -2.078018e+07 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 114550 members 
Entering Unmasked Estep 
Score: -20786510.000000 Penalty: 5931.928223
	Iteration 8F: 3 clusters Score -2.078651e+07 nChanged 9739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 123563 members 
Entering Unmasked Estep 
Score: -20793380.000000 Penalty: 5931.928223
	Iteration 9F: 3 clusters Score -2.079338e+07 nChanged 9289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 132630 members 
Entering Unmasked Estep 
Score: -20800600.000000 Penalty: 5931.928223
	Iteration 10F: 3 clusters Score -2.08006e+07 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 140596 members 
Entering Unmasked Estep 
Score: -20807178.000000 Penalty: 5931.928223
	Iteration 11F: 3 clusters Score -2.080718e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 146818 members 
Entering Unmasked Estep 
Score: -20813028.000000 Penalty: 5931.928223
	Iteration 12Q: 3 clusters Score -2.081303e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 151131 members 
Entering Unmasked Estep 
Score: -20816440.000000 Penalty: 5931.928223
	Iteration 13Q: 3 clusters Score -2.081644e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 153697 members 
Entering Unmasked Estep 
Score: -20818034.000000 Penalty: 5931.928223
	Iteration 14Q: 3 clusters Score -2.081803e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 154951 members 
Entering Unmasked Estep 
Score: -20818824.000000 Penalty: 5931.928223
	Iteration 15Q: 3 clusters Score -2.081882e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 155469 members 
Entering Unmasked Estep 
Score: -20819204.000000 Penalty: 5931.928223
	Iteration 16Q: 3 clusters Score -2.08192e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 155675 members 
Entering Unmasked Estep 
Score: -20819326.000000 Penalty: 5931.928223
	Iteration 17Q: 3 clusters Score -2.081933e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 155755 members 
Entering Unmasked Estep 
Score: -20819432.000000 Penalty: 5931.928223
	Iteration 18Q: 3 clusters Score -2.081943e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 155805 members 
Entering Unmasked Estep 
Score: -20819474.000000 Penalty: 5931.928223
	Iteration 19Q: 3 clusters Score -2.081947e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 155840 members 
Entering Unmasked Estep 
Score: -20819502.000000 Penalty: 5931.928223
	Iteration 20F: 3 clusters Score -2.08195e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 155849 members 
Entering Unmasked Estep 
Score: -20819544.000000 Penalty: 5931.928223
	Iteration 21Q: 3 clusters Score -2.081954e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 155861 members 
Entering Unmasked Estep 
Score: -20819596.000000 Penalty: 5931.928223
	Iteration 22Q: 3 clusters Score -2.08196e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 155864 members 
Entering Unmasked Estep 
Score: -20819606.000000 Penalty: 5931.928223
	Iteration 23Q: 3 clusters Score -2.081961e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 155869 members 
Entering Unmasked Estep 
Score: -20819654.000000 Penalty: 5931.928223
	Iteration 24Q: 3 clusters Score -2.081965e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 155866 members 
Entering Unmasked Estep 
Score: -20819656.000000 Penalty: 5931.928223
	Iteration 25Q: 3 clusters Score -2.081966e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 155865 members 
Entering Unmasked Estep 
Score: -20819672.000000 Penalty: 5931.928223
	Iteration 26Q: 3 clusters Score -2.081967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 155866 members 
Entering Unmasked Estep 
Score: -20819678.000000 Penalty: 5931.928223
	Iteration 27Q: 3 clusters Score -2.081968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 155865 members 
Entering Unmasked Estep 
Score: -20819676.000000 Penalty: 5931.928223
	Iteration 28Q: 3 clusters Score -2.081968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 155868 members 
Entering Unmasked Estep 
Score: -20819684.000000 Penalty: 5931.928223
	Iteration 29Q: 3 clusters Score -2.081968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 155869 members 
Entering Unmasked Estep 
Score: -20819692.000000 Penalty: 5931.928223
	Iteration 30Q: 3 clusters Score -2.081969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 155868 members 
Entering Unmasked Estep 
Score: -20819688.000000 Penalty: 5931.928223
	Iteration 31Q: 3 clusters Score -2.081969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 155868 members 
Entering Unmasked Estep 
Score: -20819688.000000 Penalty: 5931.928223
	Iteration 32Q: 3 clusters Score -2.081969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 155869 members 
Entering Unmasked Estep 
Score: -20819682.000000 Penalty: 5931.928223
	Iteration 33Q: 3 clusters Score -2.081968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 155868 members 
Entering Unmasked Estep 
Score: -20819692.000000 Penalty: 5931.928223
	Iteration 34Q: 3 clusters Score -2.081969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 155867 members 
Entering Unmasked Estep 
Score: -20819708.000000 Penalty: 5931.928223
	Iteration 35Q: 3 clusters Score -2.081971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 155868 members 
Entering Unmasked Estep 
Score: -20819720.000000 Penalty: 5931.928223
	Iteration 36Q: 3 clusters Score -2.081972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 155870 members 
Entering Unmasked Estep 
Score: -20819726.000000 Penalty: 5931.928223
	Iteration 37Q: 3 clusters Score -2.081973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 155871 members 
Entering Unmasked Estep 
Score: -20819722.000000 Penalty: 5931.928223
	Iteration 38Q: 3 clusters Score -2.081972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 155872 members 
Entering Unmasked Estep 
Score: -20819728.000000 Penalty: 5931.928223
	Iteration 39Q: 3 clusters Score -2.081973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 155871 members 
Entering Unmasked Estep 
Score: -20819724.000000 Penalty: 5931.928223
	Iteration 40F: 3 clusters Score -2.081972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (159576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159576 members 
Entering Unmasked Estep 
Score: -21083416.000000 Penalty: 2971.108154
	Iteration 0F: 2 clusters Score -2.108342e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79645 members 
Mstep: Class 2 contains 79931 members 
Entering Unmasked Estep 
Score: -20978662.000000 Penalty: 5942.216309
	Iteration 0F: 3 clusters Score -2.097866e+07 nChanged 76323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75998 members 
Mstep: Class 2 contains 83578 members 
Entering Unmasked Estep 
Score: -21023086.000000 Penalty: 5942.216309
	Iteration 1F: 3 clusters Score -2.102309e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73321 members 
Mstep: Class 2 contains 86255 members 
Entering Unmasked Estep 
Score: -21024504.000000 Penalty: 5942.216309
	Iteration 2Q: 3 clusters Score -2.10245e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69453 members 
Mstep: Class 2 contains 90123 members 
Entering Unmasked Estep 
Score: -21026526.000000 Penalty: 5942.216309
	Iteration 3Q: 3 clusters Score -2.102653e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63872 members 
Mstep: Class 2 contains 95704 members 
Entering Unmasked Estep 
Score: -21029580.000000 Penalty: 5942.216309
	Iteration 4Q: 3 clusters Score -2.102958e+07 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56435 members 
Mstep: Class 2 contains 103141 members 
Entering Unmasked Estep 
Score: -21034616.000000 Penalty: 5942.216309
	Iteration 5F: 3 clusters Score -2.103462e+07 nChanged 10437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 112562 members 
Entering Unmasked Estep 
Score: -21041794.000000 Penalty: 5942.216309
	Iteration 6F: 3 clusters Score -2.104179e+07 nChanged 11330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 123224 members 
Entering Unmasked Estep 
Score: -21051000.000000 Penalty: 5942.216309
	Iteration 7F: 3 clusters Score -2.1051e+07 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 133681 members 
Entering Unmasked Estep 
Score: -21060522.000000 Penalty: 5942.216309
	Iteration 8F: 3 clusters Score -2.106052e+07 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 142408 members 
Entering Unmasked Estep 
Score: -21068258.000000 Penalty: 5942.216309
	Iteration 9F: 3 clusters Score -2.106826e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 148849 members 
Entering Unmasked Estep 
Score: -21074036.000000 Penalty: 5942.216309
	Iteration 10Q: 3 clusters Score -2.107404e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 153130 members 
Entering Unmasked Estep 
Score: -21077376.000000 Penalty: 5942.216309
	Iteration 11Q: 3 clusters Score -2.107738e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 155875 members 
Entering Unmasked Estep 
Score: -21079190.000000 Penalty: 5942.216309
	Iteration 12Q: 3 clusters Score -2.107919e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 157537 members 
Entering Unmasked Estep 
Score: -21080100.000000 Penalty: 5942.216309
	Iteration 13Q: 3 clusters Score -2.10801e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 158364 members 
Entering Unmasked Estep 
Score: -21080468.000000 Penalty: 5942.216309
	Iteration 14Q: 3 clusters Score -2.108047e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 158756 members 
Entering Unmasked Estep 
Score: -21080642.000000 Penalty: 5942.216309
	Iteration 15Q: 3 clusters Score -2.108064e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 158941 members 
Entering Unmasked Estep 
Score: -21080758.000000 Penalty: 5942.216309
	Iteration 16Q: 3 clusters Score -2.108076e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 159032 members 
Entering Unmasked Estep 
Score: -21080824.000000 Penalty: 5942.216309
	Iteration 17Q: 3 clusters Score -2.108082e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 159083 members 
Entering Unmasked Estep 
Score: -21080878.000000 Penalty: 5942.216309
	Iteration 18Q: 3 clusters Score -2.108088e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 159118 members 
Entering Unmasked Estep 
Score: -21080906.000000 Penalty: 5942.216309
	Iteration 19Q: 3 clusters Score -2.108091e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 159140 members 
Entering Unmasked Estep 
Score: -21080920.000000 Penalty: 5942.216309
	Iteration 20F: 3 clusters Score -2.108092e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 159166 members 
Entering Unmasked Estep 
Score: -21080944.000000 Penalty: 5942.216309
	Iteration 21Q: 3 clusters Score -2.108094e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 159181 members 
Entering Unmasked Estep 
Score: -21080968.000000 Penalty: 5942.216309
	Iteration 22Q: 3 clusters Score -2.108097e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 159191 members 
Entering Unmasked Estep 
Score: -21080976.000000 Penalty: 5942.216309
	Iteration 23Q: 3 clusters Score -2.108098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 159197 members 
Entering Unmasked Estep 
Score: -21080986.000000 Penalty: 5942.216309
	Iteration 24Q: 3 clusters Score -2.108099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 159202 members 
Entering Unmasked Estep 
Score: -21080978.000000 Penalty: 5942.216309
	Iteration 25Q: 3 clusters Score -2.108098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 159205 members 
Entering Unmasked Estep 
Score: -21080978.000000 Penalty: 5942.216309
	Iteration 26Q: 3 clusters Score -2.108098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 159205 members 
Entering Unmasked Estep 
Score: -21080972.000000 Penalty: 5942.216309
	Iteration 27Q: 3 clusters Score -2.108097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 159207 members 
Entering Unmasked Estep 
Score: -21080976.000000 Penalty: 5942.216309
	Iteration 28Q: 3 clusters Score -2.108098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 159210 members 
Entering Unmasked Estep 
Score: -21080990.000000 Penalty: 5942.216309
	Iteration 29Q: 3 clusters Score -2.108099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 159210 members 
Entering Unmasked Estep 
Score: -21080984.000000 Penalty: 5942.216309
	Iteration 30Q: 3 clusters Score -2.108098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 159211 members 
Entering Unmasked Estep 
Score: -21081002.000000 Penalty: 5942.216309
	Iteration 31Q: 3 clusters Score -2.1081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 159212 members 
Entering Unmasked Estep 
Score: -21081000.000000 Penalty: 5942.216309
	Iteration 32Q: 3 clusters Score -2.1081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 159213 members 
Entering Unmasked Estep 
Score: -21081014.000000 Penalty: 5942.216309
	Iteration 33Q: 3 clusters Score -2.108101e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 159213 members 
Entering Unmasked Estep 
Score: -21081014.000000 Penalty: 5942.216309
	Iteration 34F: 3 clusters Score -2.108101e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (171804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171804 members 
Entering Unmasked Estep 
Score: -23270164.000000 Penalty: 2989.419189
	Iteration 0F: 2 clusters Score -2.327016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85743 members 
Mstep: Class 2 contains 86061 members 
Entering Unmasked Estep 
Score: -23158534.000000 Penalty: 5978.838379
	Iteration 0F: 3 clusters Score -2.315853e+07 nChanged 82231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83050 members 
Mstep: Class 2 contains 88754 members 
Entering Unmasked Estep 
Score: -23206138.000000 Penalty: 5978.838379
	Iteration 1F: 3 clusters Score -2.320614e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81096 members 
Mstep: Class 2 contains 90708 members 
Entering Unmasked Estep 
Score: -23206756.000000 Penalty: 5978.838379
	Iteration 2Q: 3 clusters Score -2.320676e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78062 members 
Mstep: Class 2 contains 93742 members 
Entering Unmasked Estep 
Score: -23208032.000000 Penalty: 5978.838379
	Iteration 3Q: 3 clusters Score -2.320803e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73373 members 
Mstep: Class 2 contains 98431 members 
Entering Unmasked Estep 
Score: -23209758.000000 Penalty: 5978.838379
	Iteration 4Q: 3 clusters Score -2.320976e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66260 members 
Mstep: Class 2 contains 105544 members 
Entering Unmasked Estep 
Score: -23213216.000000 Penalty: 5978.838379
	Iteration 5Q: 3 clusters Score -2.321322e+07 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55983 members 
Mstep: Class 2 contains 115821 members 
Entering Unmasked Estep 
Score: -23219792.000000 Penalty: 5978.838379
	Iteration 6F: 3 clusters Score -2.321979e+07 nChanged 13791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 129542 members 
Entering Unmasked Estep 
Score: -23230350.000000 Penalty: 5978.838379
	Iteration 7F: 3 clusters Score -2.323035e+07 nChanged 15485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 145011 members 
Entering Unmasked Estep 
Score: -23244808.000000 Penalty: 5978.838379
	Iteration 8F: 3 clusters Score -2.324481e+07 nChanged 13299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 158306 members 
Entering Unmasked Estep 
Score: -23257440.000000 Penalty: 5978.838379
	Iteration 9F: 3 clusters Score -2.325744e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 166344 members 
Entering Unmasked Estep 
Score: -23263774.000000 Penalty: 5978.838379
	Iteration 10Q: 3 clusters Score -2.326377e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 169828 members 
Entering Unmasked Estep 
Score: -23266318.000000 Penalty: 5978.838379
	Iteration 11Q: 3 clusters Score -2.326632e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 170976 members 
Entering Unmasked Estep 
Score: -23267006.000000 Penalty: 5978.838379
	Iteration 12Q: 3 clusters Score -2.326701e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 171342 members 
Entering Unmasked Estep 
Score: -23267348.000000 Penalty: 5978.838379
	Iteration 13Q: 3 clusters Score -2.326735e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 171461 members 
Entering Unmasked Estep 
Score: -23267472.000000 Penalty: 5978.838379
	Iteration 14Q: 3 clusters Score -2.326747e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 171496 members 
Entering Unmasked Estep 
Score: -23267512.000000 Penalty: 5978.838379
	Iteration 15Q: 3 clusters Score -2.326751e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 171507 members 
Entering Unmasked Estep 
Score: -23267532.000000 Penalty: 5978.838379
	Iteration 16Q: 3 clusters Score -2.326753e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 171511 members 
Entering Unmasked Estep 
Score: -23267548.000000 Penalty: 5978.838379
	Iteration 17Q: 3 clusters Score -2.326755e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 171517 members 
Entering Unmasked Estep 
Score: -23267574.000000 Penalty: 5978.838379
	Iteration 18Q: 3 clusters Score -2.326757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 171520 members 
Entering Unmasked Estep 
Score: -23267582.000000 Penalty: 5978.838379
	Iteration 19Q: 3 clusters Score -2.326758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 171519 members 
Entering Unmasked Estep 
Score: -23267574.000000 Penalty: 5978.838379
	Iteration 20F: 3 clusters Score -2.326757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 171516 members 
Entering Unmasked Estep 
Score: -23267594.000000 Penalty: 5978.838379
	Iteration 21Q: 3 clusters Score -2.326759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 171520 members 
Entering Unmasked Estep 
Score: -23267588.000000 Penalty: 5978.838379
	Iteration 22Q: 3 clusters Score -2.326759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 171524 members 
Entering Unmasked Estep 
Score: -23267602.000000 Penalty: 5978.838379
	Iteration 23Q: 3 clusters Score -2.32676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 171529 members 
Entering Unmasked Estep 
Score: -23267618.000000 Penalty: 5978.838379
	Iteration 24Q: 3 clusters Score -2.326762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 171535 members 
Entering Unmasked Estep 
Score: -23267630.000000 Penalty: 5978.838379
	Iteration 25Q: 3 clusters Score -2.326763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 171536 members 
Entering Unmasked Estep 
Score: -23267626.000000 Penalty: 5978.838379
	Iteration 26Q: 3 clusters Score -2.326763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 171539 members 
Entering Unmasked Estep 
Score: -23267622.000000 Penalty: 5978.838379
	Iteration 27Q: 3 clusters Score -2.326762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 171540 members 
Entering Unmasked Estep 
Score: -23267634.000000 Penalty: 5978.838379
	Iteration 28Q: 3 clusters Score -2.326763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 171543 members 
Entering Unmasked Estep 
Score: -23267642.000000 Penalty: 5978.838379
	Iteration 29Q: 3 clusters Score -2.326764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 171544 members 
Entering Unmasked Estep 
Score: -23267640.000000 Penalty: 5978.838379
	Iteration 30Q: 3 clusters Score -2.326764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 171543 members 
Entering Unmasked Estep 
Score: -23267652.000000 Penalty: 5978.838379
	Iteration 31Q: 3 clusters Score -2.326765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 171540 members 
Entering Unmasked Estep 
Score: -23267664.000000 Penalty: 5978.838379
	Iteration 32Q: 3 clusters Score -2.326766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 171537 members 
Entering Unmasked Estep 
Score: -23267670.000000 Penalty: 5978.838379
	Iteration 33Q: 3 clusters Score -2.326767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 171536 members 
Entering Unmasked Estep 
Score: -23267676.000000 Penalty: 5978.838379
	Iteration 34Q: 3 clusters Score -2.326768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 171536 members 
Entering Unmasked Estep 
Score: -23267676.000000 Penalty: 5978.838379
	Iteration 35F: 3 clusters Score -2.326768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Entering Unmasked Estep 
Score: -231231.312500 Penalty: 1882.531372
	Iteration 0F: 2 clusters Score -231231.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -228845.140625 Penalty: 3765.062744
	Iteration 0F: 3 clusters Score -228845.1 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -231482.656250 Penalty: 3765.062744
	Iteration 1F: 3 clusters Score -231482.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -233209.953125 Penalty: 3765.062744
	Iteration 2F: 3 clusters Score -233210 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -234189.953125 Penalty: 3765.062744
	Iteration 3F: 3 clusters Score -234190 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -234587.531250 Penalty: 3765.062744
	Iteration 4Q: 3 clusters Score -234587.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -234641.468750 Penalty: 3765.062744
	Iteration 5Q: 3 clusters Score -234641.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -234653.593750 Penalty: 3765.062744
	Iteration 6Q: 3 clusters Score -234653.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -234664.296875 Penalty: 3765.062744
	Iteration 7Q: 3 clusters Score -234664.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -234679.734375 Penalty: 3765.062744
	Iteration 8Q: 3 clusters Score -234679.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -234726.140625 Penalty: 3765.062744
	Iteration 9Q: 3 clusters Score -234726.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -234786.125000 Penalty: 3765.062744
	Iteration 10Q: 3 clusters Score -234786.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -234801.000000 Penalty: 3765.062744
	Iteration 11Q: 3 clusters Score -234801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -234801.000000 Penalty: 3765.062744
	Iteration 12F: 3 clusters Score -234801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 101490 members 
Mstep: Class 2 contains 14789 members 
Mstep: Class 3 contains 2994 members 
Mstep: Class 4 contains 937 members 
Mstep: Class 5 contains 75889 members 
Mstep: Class 6 contains 81662 members 
Mstep: Class 7 contains 379 members 
Mstep: Class 8 contains 1507 members 
Mstep: Class 9 contains 161706 members 
Mstep: Class 10 contains 3075 members 
Mstep: Class 11 contains 155871 members 
Mstep: Class 12 contains 131703 members 
Mstep: Class 13 contains 160254 members 
Mstep: Class 14 contains 156300 members 
Mstep: Class 15 contains 159576 members 
Mstep: Class 18 contains 171804 members 
Mstep: Class 19 contains 473 members 
Entering Unmasked Estep 
Score: -180394544.000000 Penalty: 59605.648438
Splitting cluster 19 changes total score from -180391392.000000 to -180394544.000000
So it's getting split into cluster 8.
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 101490 members 
Mstep: Class 2 contains 14789 members 
Mstep: Class 3 contains 2994 members 
Mstep: Class 4 contains 937 members 
Mstep: Class 5 contains 75889 members 
Mstep: Class 6 contains 81662 members 
Mstep: Class 9 contains 161706 members 
Mstep: Class 10 contains 3075 members 
Mstep: Class 11 contains 155871 members 
Mstep: Class 12 contains 131703 members 
Mstep: Class 13 contains 160254 members 
Mstep: Class 14 contains 156300 members 
Mstep: Class 15 contains 159576 members 
Mstep: Class 18 contains 171804 members 
Mstep: Class 19 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180394784.000000 Penalty: 59605.648438
Iteration 79Q: 18 clusters Score -1.803948e+08 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 101889 members 
Mstep: Class 2 contains 14741 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 937 members 
Mstep: Class 5 contains 75538 members 
Mstep: Class 6 contains 81775 members 
Mstep: Class 7 contains 374 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161720 members 
Mstep: Class 10 contains 3075 members 
Mstep: Class 11 contains 155959 members 
Mstep: Class 12 contains 131435 members 
Mstep: Class 13 contains 160233 members 
Mstep: Class 14 contains 156210 members 
Mstep: Class 15 contains 159613 members 
Mstep: Class 18 contains 171913 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180396752.000000 Penalty: 59605.648438
Iteration 80F: 18 clusters Score -1.803968e+08 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 102308 members 
Mstep: Class 2 contains 14692 members 
Mstep: Class 3 contains 3044 members 
Mstep: Class 4 contains 936 members 
Mstep: Class 5 contains 75112 members 
Mstep: Class 6 contains 81872 members 
Mstep: Class 7 contains 414 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161754 members 
Mstep: Class 10 contains 3076 members 
Mstep: Class 11 contains 156081 members 
Mstep: Class 12 contains 131169 members 
Mstep: Class 13 contains 160267 members 
Mstep: Class 14 contains 156156 members 
Mstep: Class 15 contains 159625 members 
Mstep: Class 18 contains 171952 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180398096.000000 Penalty: 59605.648438
Iteration 81Q: 18 clusters Score -1.803981e+08 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 102799 members 
Mstep: Class 2 contains 14645 members 
Mstep: Class 3 contains 3081 members 
Mstep: Class 4 contains 936 members 
Mstep: Class 5 contains 74698 members 
Mstep: Class 6 contains 81950 members 
Mstep: Class 7 contains 414 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161774 members 
Mstep: Class 10 contains 3077 members 
Mstep: Class 11 contains 156224 members 
Mstep: Class 12 contains 130919 members 
Mstep: Class 13 contains 160219 members 
Mstep: Class 14 contains 156101 members 
Mstep: Class 15 contains 159689 members 
Mstep: Class 18 contains 171934 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180399200.000000 Penalty: 59605.648438
Iteration 82Q: 18 clusters Score -1.803992e+08 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 103318 members 
Mstep: Class 2 contains 14602 members 
Mstep: Class 3 contains 3112 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 74368 members 
Mstep: Class 6 contains 82000 members 
Mstep: Class 7 contains 412 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161791 members 
Mstep: Class 10 contains 3080 members 
Mstep: Class 11 contains 156396 members 
Mstep: Class 12 contains 130676 members 
Mstep: Class 13 contains 160135 members 
Mstep: Class 14 contains 156048 members 
Mstep: Class 15 contains 159640 members 
Mstep: Class 18 contains 171944 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180399968.000000 Penalty: 59605.648438
Iteration 83Q: 18 clusters Score -1.804e+08 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 103862 members 
Mstep: Class 2 contains 14559 members 
Mstep: Class 3 contains 3139 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 74038 members 
Mstep: Class 6 contains 82026 members 
Mstep: Class 7 contains 412 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161756 members 
Mstep: Class 10 contains 3080 members 
Mstep: Class 11 contains 156575 members 
Mstep: Class 12 contains 130425 members 
Mstep: Class 13 contains 160066 members 
Mstep: Class 14 contains 155987 members 
Mstep: Class 15 contains 159603 members 
Mstep: Class 18 contains 171994 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180400432.000000 Penalty: 59605.648438
Iteration 84Q: 18 clusters Score -1.804004e+08 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 104357 members 
Mstep: Class 2 contains 14503 members 
Mstep: Class 3 contains 3185 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 73710 members 
Mstep: Class 6 contains 82063 members 
Mstep: Class 7 contains 412 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161738 members 
Mstep: Class 10 contains 3082 members 
Mstep: Class 11 contains 156725 members 
Mstep: Class 12 contains 130155 members 
Mstep: Class 13 contains 160074 members 
Mstep: Class 14 contains 155883 members 
Mstep: Class 15 contains 159577 members 
Mstep: Class 18 contains 172058 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180400032.000000 Penalty: 59605.648438
Iteration 85Q: 18 clusters Score -1.804e+08 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 104862 members 
Mstep: Class 2 contains 14433 members 
Mstep: Class 3 contains 3226 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 73371 members 
Mstep: Class 6 contains 82093 members 
Mstep: Class 7 contains 412 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161717 members 
Mstep: Class 10 contains 3085 members 
Mstep: Class 11 contains 156897 members 
Mstep: Class 12 contains 129905 members 
Mstep: Class 13 contains 160105 members 
Mstep: Class 14 contains 155771 members 
Mstep: Class 15 contains 159538 members 
Mstep: Class 18 contains 172107 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180400592.000000 Penalty: 59605.648438
Iteration 86Q: 18 clusters Score -1.804006e+08 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 105369 members 
Mstep: Class 2 contains 14357 members 
Mstep: Class 3 contains 3263 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 73066 members 
Mstep: Class 6 contains 82139 members 
Mstep: Class 7 contains 412 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161708 members 
Mstep: Class 10 contains 3085 members 
Mstep: Class 11 contains 157042 members 
Mstep: Class 12 contains 129655 members 
Mstep: Class 13 contains 160098 members 
Mstep: Class 14 contains 155683 members 
Mstep: Class 15 contains 159476 members 
Mstep: Class 18 contains 172169 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180401632.000000 Penalty: 59605.648438
Iteration 87Q: 18 clusters Score -1.804016e+08 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 105853 members 
Mstep: Class 2 contains 14296 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 72775 members 
Mstep: Class 6 contains 82190 members 
Mstep: Class 7 contains 412 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161701 members 
Mstep: Class 10 contains 3084 members 
Mstep: Class 11 contains 157200 members 
Mstep: Class 12 contains 129393 members 
Mstep: Class 13 contains 160067 members 
Mstep: Class 14 contains 155532 members 
Mstep: Class 15 contains 159466 members 
Mstep: Class 18 contains 172246 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180401472.000000 Penalty: 59605.648438
Iteration 88Q: 18 clusters Score -1.804015e+08 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 106332 members 
Mstep: Class 2 contains 14231 members 
Mstep: Class 3 contains 3349 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 72469 members 
Mstep: Class 6 contains 82254 members 
Mstep: Class 7 contains 412 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161643 members 
Mstep: Class 10 contains 3086 members 
Mstep: Class 11 contains 157358 members 
Mstep: Class 12 contains 129107 members 
Mstep: Class 13 contains 160006 members 
Mstep: Class 14 contains 155414 members 
Mstep: Class 15 contains 159564 members 
Mstep: Class 18 contains 172297 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180402368.000000 Penalty: 59605.648438
Iteration 89Q: 18 clusters Score -1.804024e+08 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 106827 members 
Mstep: Class 2 contains 14175 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 72318 members 
Mstep: Class 6 contains 82293 members 
Mstep: Class 7 contains 412 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161613 members 
Mstep: Class 10 contains 3087 members 
Mstep: Class 11 contains 157523 members 
Mstep: Class 12 contains 128811 members 
Mstep: Class 13 contains 159866 members 
Mstep: Class 14 contains 155263 members 
Mstep: Class 15 contains 159629 members 
Mstep: Class 18 contains 172322 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180402768.000000 Penalty: 59605.648438
Iteration 90Q: 18 clusters Score -1.804028e+08 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 107266 members 
Mstep: Class 2 contains 14112 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 72246 members 
Mstep: Class 6 contains 82341 members 
Mstep: Class 7 contains 412 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161578 members 
Mstep: Class 10 contains 3086 members 
Mstep: Class 11 contains 157649 members 
Mstep: Class 12 contains 128554 members 
Mstep: Class 13 contains 159838 members 
Mstep: Class 14 contains 155066 members 
Mstep: Class 15 contains 159698 members 
Mstep: Class 18 contains 172254 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180403312.000000 Penalty: 59605.648438
Iteration 91Q: 18 clusters Score -1.804033e+08 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 107738 members 
Mstep: Class 2 contains 14045 members 
Mstep: Class 3 contains 3439 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 72218 members 
Mstep: Class 6 contains 82383 members 
Mstep: Class 7 contains 412 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161528 members 
Mstep: Class 10 contains 3084 members 
Mstep: Class 11 contains 157752 members 
Mstep: Class 12 contains 128251 members 
Mstep: Class 13 contains 159757 members 
Mstep: Class 14 contains 154907 members 
Mstep: Class 15 contains 159739 members 
Mstep: Class 18 contains 172269 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180403792.000000 Penalty: 59605.648438
Iteration 92Q: 18 clusters Score -1.804038e+08 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 108150 members 
Mstep: Class 2 contains 13967 members 
Mstep: Class 3 contains 3478 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 72205 members 
Mstep: Class 6 contains 82420 members 
Mstep: Class 7 contains 412 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161506 members 
Mstep: Class 10 contains 3080 members 
Mstep: Class 11 contains 157906 members 
Mstep: Class 12 contains 127941 members 
Mstep: Class 13 contains 159701 members 
Mstep: Class 14 contains 154757 members 
Mstep: Class 15 contains 159754 members 
Mstep: Class 18 contains 172245 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180403568.000000 Penalty: 59605.648438
Iteration 93Q: 18 clusters Score -1.804036e+08 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 108591 members 
Mstep: Class 2 contains 13889 members 
Mstep: Class 3 contains 3531 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 72148 members 
Mstep: Class 6 contains 82452 members 
Mstep: Class 7 contains 412 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161448 members 
Mstep: Class 10 contains 3079 members 
Mstep: Class 11 contains 158118 members 
Mstep: Class 12 contains 127631 members 
Mstep: Class 13 contains 159719 members 
Mstep: Class 14 contains 154593 members 
Mstep: Class 15 contains 159765 members 
Mstep: Class 18 contains 172146 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180404528.000000 Penalty: 59605.648438
Iteration 94Q: 18 clusters Score -1.804045e+08 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 109035 members 
Mstep: Class 2 contains 13816 members 
Mstep: Class 3 contains 3568 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 72100 members 
Mstep: Class 6 contains 82474 members 
Mstep: Class 7 contains 412 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161399 members 
Mstep: Class 10 contains 3078 members 
Mstep: Class 11 contains 158342 members 
Mstep: Class 12 contains 127301 members 
Mstep: Class 13 contains 159763 members 
Mstep: Class 14 contains 154394 members 
Mstep: Class 15 contains 159767 members 
Mstep: Class 18 contains 172073 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180404736.000000 Penalty: 59605.648438
Iteration 95Q: 18 clusters Score -1.804047e+08 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 109485 members 
Mstep: Class 2 contains 13736 members 
Mstep: Class 3 contains 3601 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 72062 members 
Mstep: Class 6 contains 82473 members 
Mstep: Class 7 contains 413 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161388 members 
Mstep: Class 10 contains 3077 members 
Mstep: Class 11 contains 158580 members 
Mstep: Class 12 contains 126993 members 
Mstep: Class 13 contains 159729 members 
Mstep: Class 14 contains 154259 members 
Mstep: Class 15 contains 159763 members 
Mstep: Class 18 contains 171963 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180404800.000000 Penalty: 59605.648438
Iteration 96Q: 18 clusters Score -1.804048e+08 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 109944 members 
Mstep: Class 2 contains 13665 members 
Mstep: Class 3 contains 3625 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 72009 members 
Mstep: Class 6 contains 82471 members 
Mstep: Class 7 contains 414 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161431 members 
Mstep: Class 10 contains 3075 members 
Mstep: Class 11 contains 158812 members 
Mstep: Class 12 contains 126658 members 
Mstep: Class 13 contains 159689 members 
Mstep: Class 14 contains 154117 members 
Mstep: Class 15 contains 159806 members 
Mstep: Class 18 contains 171806 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180404656.000000 Penalty: 59605.648438
Iteration 97Q: 18 clusters Score -1.804047e+08 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 110378 members 
Mstep: Class 2 contains 13599 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 71997 members 
Mstep: Class 6 contains 82479 members 
Mstep: Class 7 contains 414 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161483 members 
Mstep: Class 10 contains 3074 members 
Mstep: Class 11 contains 159026 members 
Mstep: Class 12 contains 126331 members 
Mstep: Class 13 contains 159584 members 
Mstep: Class 14 contains 154048 members 
Mstep: Class 15 contains 159810 members 
Mstep: Class 18 contains 171643 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180405024.000000 Penalty: 59605.648438
Iteration 98Q: 18 clusters Score -1.80405e+08 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 110793 members 
Mstep: Class 2 contains 13518 members 
Mstep: Class 3 contains 3685 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 71990 members 
Mstep: Class 6 contains 82507 members 
Mstep: Class 7 contains 414 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161542 members 
Mstep: Class 10 contains 3073 members 
Mstep: Class 11 contains 159204 members 
Mstep: Class 12 contains 126006 members 
Mstep: Class 13 contains 159486 members 
Mstep: Class 14 contains 154003 members 
Mstep: Class 15 contains 159828 members 
Mstep: Class 18 contains 171473 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180405792.000000 Penalty: 59605.648438
Iteration 99Q: 18 clusters Score -1.804058e+08 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 111244 members 
Mstep: Class 2 contains 13442 members 
Mstep: Class 3 contains 3693 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 71968 members 
Mstep: Class 6 contains 82495 members 
Mstep: Class 7 contains 414 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161582 members 
Mstep: Class 10 contains 3074 members 
Mstep: Class 11 contains 159464 members 
Mstep: Class 12 contains 125633 members 
Mstep: Class 13 contains 159396 members 
Mstep: Class 14 contains 153939 members 
Mstep: Class 15 contains 159853 members 
Mstep: Class 18 contains 171325 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180406576.000000 Penalty: 59605.648438
Iteration 100F: 18 clusters Score -1.804066e+08 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 111681 members 
Mstep: Class 2 contains 13354 members 
Mstep: Class 3 contains 3705 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 5 contains 71978 members 
Mstep: Class 6 contains 82503 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161592 members 
Mstep: Class 10 contains 3076 members 
Mstep: Class 11 contains 159671 members 
Mstep: Class 12 contains 125357 members 
Mstep: Class 13 contains 159264 members 
Mstep: Class 14 contains 153929 members 
Mstep: Class 15 contains 159864 members 
Mstep: Class 18 contains 171130 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407376.000000 Penalty: 59605.648438
Iteration 101Q: 18 clusters Score -1.804074e+08 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 112131 members 
Mstep: Class 2 contains 13265 members 
Mstep: Class 3 contains 3721 members 
Mstep: Class 4 contains 940 members 
Mstep: Class 5 contains 71935 members 
Mstep: Class 6 contains 82487 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161585 members 
Mstep: Class 10 contains 3074 members 
Mstep: Class 11 contains 159941 members 
Mstep: Class 12 contains 125075 members 
Mstep: Class 13 contains 159142 members 
Mstep: Class 14 contains 153928 members 
Mstep: Class 15 contains 159857 members 
Mstep: Class 18 contains 170965 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407840.000000 Penalty: 59605.648438
Iteration 102Q: 18 clusters Score -1.804078e+08 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 112582 members 
Mstep: Class 2 contains 13176 members 
Mstep: Class 3 contains 3744 members 
Mstep: Class 4 contains 943 members 
Mstep: Class 5 contains 71911 members 
Mstep: Class 6 contains 82481 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161516 members 
Mstep: Class 10 contains 3071 members 
Mstep: Class 11 contains 160201 members 
Mstep: Class 12 contains 124781 members 
Mstep: Class 13 contains 159016 members 
Mstep: Class 14 contains 153902 members 
Mstep: Class 15 contains 159864 members 
Mstep: Class 18 contains 170860 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408432.000000 Penalty: 59605.648438
Iteration 103Q: 18 clusters Score -1.804084e+08 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 113045 members 
Mstep: Class 2 contains 13076 members 
Mstep: Class 3 contains 3761 members 
Mstep: Class 4 contains 943 members 
Mstep: Class 5 contains 71815 members 
Mstep: Class 6 contains 82483 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161438 members 
Mstep: Class 10 contains 3071 members 
Mstep: Class 11 contains 160411 members 
Mstep: Class 12 contains 124531 members 
Mstep: Class 13 contains 158889 members 
Mstep: Class 14 contains 153910 members 
Mstep: Class 15 contains 159873 members 
Mstep: Class 18 contains 170802 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408160.000000 Penalty: 59605.648438
Iteration 104Q: 18 clusters Score -1.804082e+08 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 113483 members 
Mstep: Class 2 contains 12988 members 
Mstep: Class 3 contains 3796 members 
Mstep: Class 4 contains 943 members 
Mstep: Class 5 contains 71725 members 
Mstep: Class 6 contains 82476 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161413 members 
Mstep: Class 10 contains 3069 members 
Mstep: Class 11 contains 160643 members 
Mstep: Class 12 contains 124264 members 
Mstep: Class 13 contains 158713 members 
Mstep: Class 14 contains 153872 members 
Mstep: Class 15 contains 159908 members 
Mstep: Class 18 contains 170755 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408016.000000 Penalty: 59605.648438
Iteration 105Q: 18 clusters Score -1.80408e+08 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 113950 members 
Mstep: Class 2 contains 12888 members 
Mstep: Class 3 contains 3805 members 
Mstep: Class 4 contains 943 members 
Mstep: Class 5 contains 71683 members 
Mstep: Class 6 contains 82467 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161361 members 
Mstep: Class 10 contains 3068 members 
Mstep: Class 11 contains 160810 members 
Mstep: Class 12 contains 124028 members 
Mstep: Class 13 contains 158549 members 
Mstep: Class 14 contains 153835 members 
Mstep: Class 15 contains 159922 members 
Mstep: Class 18 contains 170739 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408224.000000 Penalty: 59605.648438
Iteration 106Q: 18 clusters Score -1.804082e+08 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 114405 members 
Mstep: Class 2 contains 12780 members 
Mstep: Class 3 contains 3828 members 
Mstep: Class 4 contains 943 members 
Mstep: Class 5 contains 71666 members 
Mstep: Class 6 contains 82460 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161306 members 
Mstep: Class 10 contains 3069 members 
Mstep: Class 11 contains 160959 members 
Mstep: Class 12 contains 123789 members 
Mstep: Class 13 contains 158395 members 
Mstep: Class 14 contains 153823 members 
Mstep: Class 15 contains 159916 members 
Mstep: Class 18 contains 170709 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408896.000000 Penalty: 59605.648438
Iteration 107Q: 18 clusters Score -1.804089e+08 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 114819 members 
Mstep: Class 2 contains 12654 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 943 members 
Mstep: Class 5 contains 71599 members 
Mstep: Class 6 contains 82470 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161208 members 
Mstep: Class 10 contains 3064 members 
Mstep: Class 11 contains 161048 members 
Mstep: Class 12 contains 123563 members 
Mstep: Class 13 contains 158276 members 
Mstep: Class 14 contains 153848 members 
Mstep: Class 15 contains 159955 members 
Mstep: Class 18 contains 170738 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409984.000000 Penalty: 59605.648438
Iteration 108Q: 18 clusters Score -1.8041e+08 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 115196 members 
Mstep: Class 2 contains 12539 members 
Mstep: Class 3 contains 3896 members 
Mstep: Class 4 contains 943 members 
Mstep: Class 5 contains 71512 members 
Mstep: Class 6 contains 82458 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161172 members 
Mstep: Class 10 contains 3064 members 
Mstep: Class 11 contains 161101 members 
Mstep: Class 12 contains 123317 members 
Mstep: Class 13 contains 158177 members 
Mstep: Class 14 contains 153864 members 
Mstep: Class 15 contains 159971 members 
Mstep: Class 18 contains 170837 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409904.000000 Penalty: 59605.648438
Iteration 109Q: 18 clusters Score -1.804099e+08 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 115545 members 
Mstep: Class 2 contains 12436 members 
Mstep: Class 3 contains 3919 members 
Mstep: Class 4 contains 943 members 
Mstep: Class 5 contains 71491 members 
Mstep: Class 6 contains 82463 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161149 members 
Mstep: Class 10 contains 3062 members 
Mstep: Class 11 contains 161203 members 
Mstep: Class 12 contains 123041 members 
Mstep: Class 13 contains 158044 members 
Mstep: Class 14 contains 153925 members 
Mstep: Class 15 contains 159923 members 
Mstep: Class 18 contains 170902 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410048.000000 Penalty: 59605.648438
Iteration 110Q: 18 clusters Score -1.8041e+08 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 115873 members 
Mstep: Class 2 contains 12336 members 
Mstep: Class 3 contains 3941 members 
Mstep: Class 4 contains 943 members 
Mstep: Class 5 contains 71408 members 
Mstep: Class 6 contains 82461 members 
Mstep: Class 7 contains 430 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161144 members 
Mstep: Class 10 contains 3062 members 
Mstep: Class 11 contains 161258 members 
Mstep: Class 12 contains 122718 members 
Mstep: Class 13 contains 157914 members 
Mstep: Class 14 contains 154008 members 
Mstep: Class 15 contains 159838 members 
Mstep: Class 18 contains 171140 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410624.000000 Penalty: 59605.648438
Iteration 111Q: 18 clusters Score -1.804106e+08 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 116216 members 
Mstep: Class 2 contains 12240 members 
Mstep: Class 3 contains 3961 members 
Mstep: Class 4 contains 943 members 
Mstep: Class 5 contains 71296 members 
Mstep: Class 6 contains 82421 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161162 members 
Mstep: Class 10 contains 3063 members 
Mstep: Class 11 contains 161401 members 
Mstep: Class 12 contains 122428 members 
Mstep: Class 13 contains 157783 members 
Mstep: Class 14 contains 154151 members 
Mstep: Class 15 contains 159765 members 
Mstep: Class 18 contains 171213 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412304.000000 Penalty: 59605.648438
Iteration 112Q: 18 clusters Score -1.804123e+08 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 116555 members 
Mstep: Class 2 contains 12161 members 
Mstep: Class 3 contains 3989 members 
Mstep: Class 4 contains 943 members 
Mstep: Class 5 contains 71227 members 
Mstep: Class 6 contains 82365 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161158 members 
Mstep: Class 10 contains 3062 members 
Mstep: Class 11 contains 161624 members 
Mstep: Class 12 contains 122070 members 
Mstep: Class 13 contains 157705 members 
Mstep: Class 14 contains 154263 members 
Mstep: Class 15 contains 159656 members 
Mstep: Class 18 contains 171265 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412832.000000 Penalty: 59605.648438
Iteration 113Q: 18 clusters Score -1.804128e+08 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 116834 members 
Mstep: Class 2 contains 12077 members 
Mstep: Class 3 contains 4001 members 
Mstep: Class 4 contains 943 members 
Mstep: Class 5 contains 71183 members 
Mstep: Class 6 contains 82329 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161178 members 
Mstep: Class 10 contains 3060 members 
Mstep: Class 11 contains 161831 members 
Mstep: Class 12 contains 121740 members 
Mstep: Class 13 contains 157678 members 
Mstep: Class 14 contains 154385 members 
Mstep: Class 15 contains 159477 members 
Mstep: Class 18 contains 171327 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413680.000000 Penalty: 59605.648438
Iteration 114Q: 18 clusters Score -1.804137e+08 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 117140 members 
Mstep: Class 2 contains 12002 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 943 members 
Mstep: Class 5 contains 71143 members 
Mstep: Class 6 contains 82265 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161140 members 
Mstep: Class 10 contains 3058 members 
Mstep: Class 11 contains 162213 members 
Mstep: Class 12 contains 121348 members 
Mstep: Class 13 contains 157582 members 
Mstep: Class 14 contains 154464 members 
Mstep: Class 15 contains 159373 members 
Mstep: Class 18 contains 171356 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414576.000000 Penalty: 59605.648438
Iteration 115Q: 18 clusters Score -1.804146e+08 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 117429 members 
Mstep: Class 2 contains 11911 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 943 members 
Mstep: Class 5 contains 71117 members 
Mstep: Class 6 contains 82183 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161142 members 
Mstep: Class 10 contains 3056 members 
Mstep: Class 11 contains 162632 members 
Mstep: Class 12 contains 120981 members 
Mstep: Class 13 contains 157418 members 
Mstep: Class 14 contains 154553 members 
Mstep: Class 15 contains 159302 members 
Mstep: Class 18 contains 171340 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415056.000000 Penalty: 59605.648438
Iteration 116Q: 18 clusters Score -1.804151e+08 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 117685 members 
Mstep: Class 2 contains 11828 members 
Mstep: Class 3 contains 4067 members 
Mstep: Class 4 contains 943 members 
Mstep: Class 5 contains 71063 members 
Mstep: Class 6 contains 82097 members 
Mstep: Class 7 contains 432 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161132 members 
Mstep: Class 10 contains 3054 members 
Mstep: Class 11 contains 163019 members 
Mstep: Class 12 contains 120605 members 
Mstep: Class 13 contains 157297 members 
Mstep: Class 14 contains 154685 members 
Mstep: Class 15 contains 159256 members 
Mstep: Class 18 contains 171311 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415616.000000 Penalty: 59605.648438
Iteration 117Q: 18 clusters Score -1.804156e+08 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 117876 members 
Mstep: Class 2 contains 11751 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 943 members 
Mstep: Class 5 contains 71054 members 
Mstep: Class 6 contains 82019 members 
Mstep: Class 7 contains 432 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161116 members 
Mstep: Class 10 contains 3052 members 
Mstep: Class 11 contains 163406 members 
Mstep: Class 12 contains 120254 members 
Mstep: Class 13 contains 157235 members 
Mstep: Class 14 contains 154735 members 
Mstep: Class 15 contains 159157 members 
Mstep: Class 18 contains 171350 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416992.000000 Penalty: 59605.648438
Iteration 118Q: 18 clusters Score -1.80417e+08 nChanged 8625
Entering ConstructFrom: 
Score: -180416992.000000 Penalty: 59605.648438
Entering ConstructFrom: 
Trying to split cluster 1 (118105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118105 members 
Entering Unmasked Estep 
Score: -15553187.000000 Penalty: 2896.473633
	Iteration 0F: 2 clusters Score -1.555319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59093 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -15474384.000000 Penalty: 5792.947266
	Iteration 0F: 3 clusters Score -1.547438e+07 nChanged 56134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60497 members 
Mstep: Class 2 contains 57608 members 
Entering Unmasked Estep 
Score: -15507773.000000 Penalty: 5792.947266
	Iteration 1F: 3 clusters Score -1.550777e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61958 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -15510228.000000 Penalty: 5792.947266
	Iteration 2Q: 3 clusters Score -1.551023e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -15514050.000000 Penalty: 5792.947266
	Iteration 3F: 3 clusters Score -1.551405e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68676 members 
Mstep: Class 2 contains 49429 members 
Entering Unmasked Estep 
Score: -15518699.000000 Penalty: 5792.947266
	Iteration 4F: 3 clusters Score -1.55187e+07 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74345 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -15524363.000000 Penalty: 5792.947266
	Iteration 5F: 3 clusters Score -1.552436e+07 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80967 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -15530941.000000 Penalty: 5792.947266
	Iteration 6F: 3 clusters Score -1.553094e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87599 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -15537785.000000 Penalty: 5792.947266
	Iteration 7F: 3 clusters Score -1.553778e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93048 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -15543304.000000 Penalty: 5792.947266
	Iteration 8F: 3 clusters Score -1.55433e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96903 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -15546659.000000 Penalty: 5792.947266
	Iteration 9Q: 3 clusters Score -1.554666e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99802 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -15548522.000000 Penalty: 5792.947266
	Iteration 10Q: 3 clusters Score -1.554852e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102164 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -15549566.000000 Penalty: 5792.947266
	Iteration 11Q: 3 clusters Score -1.554957e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104174 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -15550386.000000 Penalty: 5792.947266
	Iteration 12Q: 3 clusters Score -1.555039e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105913 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -15551089.000000 Penalty: 5792.947266
	Iteration 13Q: 3 clusters Score -1.555109e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107307 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -15551645.000000 Penalty: 5792.947266
	Iteration 14Q: 3 clusters Score -1.555164e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108567 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -15552131.000000 Penalty: 5792.947266
	Iteration 15Q: 3 clusters Score -1.555213e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109630 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -15552353.000000 Penalty: 5792.947266
	Iteration 16Q: 3 clusters Score -1.555235e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110532 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -15552562.000000 Penalty: 5792.947266
	Iteration 17Q: 3 clusters Score -1.555256e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111339 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -15552758.000000 Penalty: 5792.947266
	Iteration 18Q: 3 clusters Score -1.555276e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111975 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -15552919.000000 Penalty: 5792.947266
	Iteration 19Q: 3 clusters Score -1.555292e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112518 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -15553084.000000 Penalty: 5792.947266
	Iteration 20F: 3 clusters Score -1.555308e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112991 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -15553240.000000 Penalty: 5792.947266
	Iteration 21Q: 3 clusters Score -1.555324e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113406 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -15553279.000000 Penalty: 5792.947266
	Iteration 22Q: 3 clusters Score -1.555328e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113726 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -15553306.000000 Penalty: 5792.947266
	Iteration 23Q: 3 clusters Score -1.555331e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113988 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -15553333.000000 Penalty: 5792.947266
	Iteration 24Q: 3 clusters Score -1.555333e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114235 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -15553362.000000 Penalty: 5792.947266
	Iteration 25Q: 3 clusters Score -1.555336e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114454 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -15553377.000000 Penalty: 5792.947266
	Iteration 26Q: 3 clusters Score -1.555338e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114640 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -15553378.000000 Penalty: 5792.947266
	Iteration 27Q: 3 clusters Score -1.555338e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114787 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -15553412.000000 Penalty: 5792.947266
	Iteration 28Q: 3 clusters Score -1.555341e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114899 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -15553421.000000 Penalty: 5792.947266
	Iteration 29Q: 3 clusters Score -1.555342e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114985 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -15553452.000000 Penalty: 5792.947266
	Iteration 30Q: 3 clusters Score -1.555345e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115058 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -15553497.000000 Penalty: 5792.947266
	Iteration 31Q: 3 clusters Score -1.55535e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115112 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -15553495.000000 Penalty: 5792.947266
	Iteration 32Q: 3 clusters Score -1.55535e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115160 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -15553487.000000 Penalty: 5792.947266
	Iteration 33Q: 3 clusters Score -1.555349e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115196 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -15553485.000000 Penalty: 5792.947266
	Iteration 34Q: 3 clusters Score -1.555348e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115223 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -15553473.000000 Penalty: 5792.947266
	Iteration 35Q: 3 clusters Score -1.555347e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115239 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -15553460.000000 Penalty: 5792.947266
	Iteration 36Q: 3 clusters Score -1.555346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115259 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -15553465.000000 Penalty: 5792.947266
	Iteration 37Q: 3 clusters Score -1.555346e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115277 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -15553461.000000 Penalty: 5792.947266
	Iteration 38Q: 3 clusters Score -1.555346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115285 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -15553460.000000 Penalty: 5792.947266
	Iteration 39Q: 3 clusters Score -1.555346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115293 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -15553452.000000 Penalty: 5792.947266
	Iteration 40F: 3 clusters Score -1.555345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115296 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -15553448.000000 Penalty: 5792.947266
	Iteration 41Q: 3 clusters Score -1.555345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115299 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -15553444.000000 Penalty: 5792.947266
	Iteration 42Q: 3 clusters Score -1.555344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115302 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -15553462.000000 Penalty: 5792.947266
	Iteration 43Q: 3 clusters Score -1.555346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115305 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -15553443.000000 Penalty: 5792.947266
	Iteration 44Q: 3 clusters Score -1.555344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115306 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -15553440.000000 Penalty: 5792.947266
	Iteration 45Q: 3 clusters Score -1.555344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115307 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -15553442.000000 Penalty: 5792.947266
	Iteration 46Q: 3 clusters Score -1.555344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115307 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -15553442.000000 Penalty: 5792.947266
	Iteration 47F: 3 clusters Score -1.555344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 115307 members 
Mstep: Class 2 contains 11675 members 
Mstep: Class 3 contains 4109 members 
Mstep: Class 4 contains 943 members 
Mstep: Class 5 contains 71057 members 
Mstep: Class 6 contains 81933 members 
Mstep: Class 7 contains 432 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161093 members 
Mstep: Class 10 contains 3049 members 
Mstep: Class 11 contains 163855 members 
Mstep: Class 12 contains 119855 members 
Mstep: Class 13 contains 157153 members 
Mstep: Class 14 contains 154782 members 
Mstep: Class 15 contains 159115 members 
Mstep: Class 16 contains 2798 members 
Mstep: Class 18 contains 171318 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
Score: -180417472.000000 Penalty: 63111.863281
Splitting cluster 1 changes total score from -180416992.000000 to -180417472.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 2 (11675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Entering Unmasked Estep 
Score: -1487277.500000 Penalty: 2322.570801
	Iteration 0F: 2 clusters Score -1487278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1478515.500000 Penalty: 4645.141602
	Iteration 0F: 3 clusters Score -1478516 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1481666.250000 Penalty: 4645.141602
	Iteration 1F: 3 clusters Score -1481666 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1482624.000000 Penalty: 4645.141602
	Iteration 2F: 3 clusters Score -1482624 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1483585.750000 Penalty: 4645.141602
	Iteration 3F: 3 clusters Score -1483586 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1484403.125000 Penalty: 4645.141602
	Iteration 4F: 3 clusters Score -1484403 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1484984.375000 Penalty: 4645.141602
	Iteration 5F: 3 clusters Score -1484984 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1485337.875000 Penalty: 4645.141602
	Iteration 6F: 3 clusters Score -1485338 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1485520.000000 Penalty: 4645.141602
	Iteration 7Q: 3 clusters Score -1485520 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1485638.750000 Penalty: 4645.141602
	Iteration 8Q: 3 clusters Score -1485639 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1485721.375000 Penalty: 4645.141602
	Iteration 9Q: 3 clusters Score -1485721 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1485778.500000 Penalty: 4645.141602
	Iteration 10Q: 3 clusters Score -1485778 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1485834.750000 Penalty: 4645.141602
	Iteration 11Q: 3 clusters Score -1485835 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1485879.750000 Penalty: 4645.141602
	Iteration 12Q: 3 clusters Score -1485880 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1485926.375000 Penalty: 4645.141602
	Iteration 13Q: 3 clusters Score -1485926 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1485955.500000 Penalty: 4645.141602
	Iteration 14Q: 3 clusters Score -1485956 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1485972.750000 Penalty: 4645.141602
	Iteration 15Q: 3 clusters Score -1485973 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1486000.500000 Penalty: 4645.141602
	Iteration 16Q: 3 clusters Score -1486000 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1486021.375000 Penalty: 4645.141602
	Iteration 17Q: 3 clusters Score -1486021 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1486039.500000 Penalty: 4645.141602
	Iteration 18Q: 3 clusters Score -1486040 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1486058.875000 Penalty: 4645.141602
	Iteration 19Q: 3 clusters Score -1486059 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1486078.000000 Penalty: 4645.141602
	Iteration 20F: 3 clusters Score -1486078 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1486092.750000 Penalty: 4645.141602
	Iteration 21Q: 3 clusters Score -1486093 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1486107.750000 Penalty: 4645.141602
	Iteration 22Q: 3 clusters Score -1486108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1486115.875000 Penalty: 4645.141602
	Iteration 23Q: 3 clusters Score -1486116 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1486139.250000 Penalty: 4645.141602
	Iteration 24Q: 3 clusters Score -1486139 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1486166.000000 Penalty: 4645.141602
	Iteration 25Q: 3 clusters Score -1486166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1486174.250000 Penalty: 4645.141602
	Iteration 26Q: 3 clusters Score -1486174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1486185.125000 Penalty: 4645.141602
	Iteration 27Q: 3 clusters Score -1486185 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1486198.000000 Penalty: 4645.141602
	Iteration 28Q: 3 clusters Score -1486198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1486210.000000 Penalty: 4645.141602
	Iteration 29Q: 3 clusters Score -1486210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1486218.375000 Penalty: 4645.141602
	Iteration 30Q: 3 clusters Score -1486218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1486230.375000 Penalty: 4645.141602
	Iteration 31Q: 3 clusters Score -1486230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1486243.125000 Penalty: 4645.141602
	Iteration 32Q: 3 clusters Score -1486243 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1486254.750000 Penalty: 4645.141602
	Iteration 33Q: 3 clusters Score -1486255 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1486265.750000 Penalty: 4645.141602
	Iteration 34Q: 3 clusters Score -1486266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1486271.625000 Penalty: 4645.141602
	Iteration 35Q: 3 clusters Score -1486272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1486283.500000 Penalty: 4645.141602
	Iteration 36Q: 3 clusters Score -1486284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1486286.875000 Penalty: 4645.141602
	Iteration 37Q: 3 clusters Score -1486287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1486299.875000 Penalty: 4645.141602
	Iteration 38Q: 3 clusters Score -1486300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1486304.875000 Penalty: 4645.141602
	Iteration 39Q: 3 clusters Score -1486305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1486308.750000 Penalty: 4645.141602
	Iteration 40F: 3 clusters Score -1486309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1486315.625000 Penalty: 4645.141602
	Iteration 41Q: 3 clusters Score -1486316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1486322.375000 Penalty: 4645.141602
	Iteration 42Q: 3 clusters Score -1486322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1486321.750000 Penalty: 4645.141602
	Iteration 43Q: 3 clusters Score -1486322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1486327.500000 Penalty: 4645.141602
	Iteration 44Q: 3 clusters Score -1486328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1486332.125000 Penalty: 4645.141602
	Iteration 45Q: 3 clusters Score -1486332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1486333.500000 Penalty: 4645.141602
	Iteration 46Q: 3 clusters Score -1486334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1486336.500000 Penalty: 4645.141602
	Iteration 47Q: 3 clusters Score -1486336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1486345.750000 Penalty: 4645.141602
	Iteration 48Q: 3 clusters Score -1486346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1486347.750000 Penalty: 4645.141602
	Iteration 49Q: 3 clusters Score -1486348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1486356.875000 Penalty: 4645.141602
	Iteration 50Q: 3 clusters Score -1486357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1486359.125000 Penalty: 4645.141602
	Iteration 51Q: 3 clusters Score -1486359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1486360.500000 Penalty: 4645.141602
	Iteration 52Q: 3 clusters Score -1486360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1486362.500000 Penalty: 4645.141602
	Iteration 53Q: 3 clusters Score -1486362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1486364.875000 Penalty: 4645.141602
	Iteration 54Q: 3 clusters Score -1486365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1486364.000000 Penalty: 4645.141602
	Iteration 55Q: 3 clusters Score -1486364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1486365.625000 Penalty: 4645.141602
	Iteration 56Q: 3 clusters Score -1486366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1486365.375000 Penalty: 4645.141602
	Iteration 57Q: 3 clusters Score -1486365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1486369.250000 Penalty: 4645.141602
	Iteration 58Q: 3 clusters Score -1486369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1486370.000000 Penalty: 4645.141602
	Iteration 59Q: 3 clusters Score -1486370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1486368.625000 Penalty: 4645.141602
	Iteration 60F: 3 clusters Score -1486369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Entering Unmasked Estep 
Score: -584137.312500 Penalty: 2063.592041
	Iteration 0F: 2 clusters Score -584137.3 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 2111 members 
Entering Unmasked Estep 
Score: -580163.437500 Penalty: 4127.184082
	Iteration 0F: 3 clusters Score -580163.4 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -580996.187500 Penalty: 4127.184082
	Iteration 1F: 3 clusters Score -580996.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -581194.875000 Penalty: 4127.184082
	Iteration 2F: 3 clusters Score -581194.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -581288.500000 Penalty: 4127.184082
	Iteration 3Q: 3 clusters Score -581288.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -581375.437500 Penalty: 4127.184082
	Iteration 4Q: 3 clusters Score -581375.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -581437.187500 Penalty: 4127.184082
	Iteration 5Q: 3 clusters Score -581437.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -581480.250000 Penalty: 4127.184082
	Iteration 6Q: 3 clusters Score -581480.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -581514.125000 Penalty: 4127.184082
	Iteration 7Q: 3 clusters Score -581514.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -581546.937500 Penalty: 4127.184082
	Iteration 8Q: 3 clusters Score -581546.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -581572.437500 Penalty: 4127.184082
	Iteration 9Q: 3 clusters Score -581572.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -581593.937500 Penalty: 4127.184082
	Iteration 10Q: 3 clusters Score -581593.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -581610.875000 Penalty: 4127.184082
	Iteration 11Q: 3 clusters Score -581610.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -581631.312500 Penalty: 4127.184082
	Iteration 12Q: 3 clusters Score -581631.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -581652.562500 Penalty: 4127.184082
	Iteration 13Q: 3 clusters Score -581652.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -581668.812500 Penalty: 4127.184082
	Iteration 14Q: 3 clusters Score -581668.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -581682.562500 Penalty: 4127.184082
	Iteration 15Q: 3 clusters Score -581682.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -581693.062500 Penalty: 4127.184082
	Iteration 16Q: 3 clusters Score -581693.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -581705.000000 Penalty: 4127.184082
	Iteration 17Q: 3 clusters Score -581705 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -581715.375000 Penalty: 4127.184082
	Iteration 18Q: 3 clusters Score -581715.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -581725.000000 Penalty: 4127.184082
	Iteration 19Q: 3 clusters Score -581725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -581735.687500 Penalty: 4127.184082
	Iteration 20F: 3 clusters Score -581735.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -581747.750000 Penalty: 4127.184082
	Iteration 21Q: 3 clusters Score -581747.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -581760.312500 Penalty: 4127.184082
	Iteration 22Q: 3 clusters Score -581760.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -581777.437500 Penalty: 4127.184082
	Iteration 23Q: 3 clusters Score -581777.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -581795.875000 Penalty: 4127.184082
	Iteration 24Q: 3 clusters Score -581795.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -581815.625000 Penalty: 4127.184082
	Iteration 25Q: 3 clusters Score -581815.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -581835.812500 Penalty: 4127.184082
	Iteration 26Q: 3 clusters Score -581835.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -581851.000000 Penalty: 4127.184082
	Iteration 27Q: 3 clusters Score -581851 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -581864.312500 Penalty: 4127.184082
	Iteration 28Q: 3 clusters Score -581864.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -581877.250000 Penalty: 4127.184082
	Iteration 29Q: 3 clusters Score -581877.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -581886.250000 Penalty: 4127.184082
	Iteration 30Q: 3 clusters Score -581886.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -581898.875000 Penalty: 4127.184082
	Iteration 31Q: 3 clusters Score -581898.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -581910.937500 Penalty: 4127.184082
	Iteration 32Q: 3 clusters Score -581910.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -581917.937500 Penalty: 4127.184082
	Iteration 33Q: 3 clusters Score -581917.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -581933.437500 Penalty: 4127.184082
	Iteration 34Q: 3 clusters Score -581933.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -581945.750000 Penalty: 4127.184082
	Iteration 35Q: 3 clusters Score -581945.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -581955.500000 Penalty: 4127.184082
	Iteration 36Q: 3 clusters Score -581955.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -581960.250000 Penalty: 4127.184082
	Iteration 37Q: 3 clusters Score -581960.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -581966.437500 Penalty: 4127.184082
	Iteration 38Q: 3 clusters Score -581966.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -581973.125000 Penalty: 4127.184082
	Iteration 39Q: 3 clusters Score -581973.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -581976.500000 Penalty: 4127.184082
	Iteration 40F: 3 clusters Score -581976.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -581980.562500 Penalty: 4127.184082
	Iteration 41Q: 3 clusters Score -581980.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -581985.750000 Penalty: 4127.184082
	Iteration 42Q: 3 clusters Score -581985.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -581989.437500 Penalty: 4127.184082
	Iteration 43Q: 3 clusters Score -581989.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -581997.062500 Penalty: 4127.184082
	Iteration 44Q: 3 clusters Score -581997.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -582005.187500 Penalty: 4127.184082
	Iteration 45Q: 3 clusters Score -582005.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -582012.250000 Penalty: 4127.184082
	Iteration 46Q: 3 clusters Score -582012.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -582021.000000 Penalty: 4127.184082
	Iteration 47Q: 3 clusters Score -582021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -582028.062500 Penalty: 4127.184082
	Iteration 48Q: 3 clusters Score -582028.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -582035.812500 Penalty: 4127.184082
	Iteration 49Q: 3 clusters Score -582035.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -582047.312500 Penalty: 4127.184082
	Iteration 50Q: 3 clusters Score -582047.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -582061.062500 Penalty: 4127.184082
	Iteration 51Q: 3 clusters Score -582061.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -582069.875000 Penalty: 4127.184082
	Iteration 52Q: 3 clusters Score -582069.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -582083.375000 Penalty: 4127.184082
	Iteration 53Q: 3 clusters Score -582083.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -582089.312500 Penalty: 4127.184082
	Iteration 54Q: 3 clusters Score -582089.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -582092.937500 Penalty: 4127.184082
	Iteration 55Q: 3 clusters Score -582092.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -582096.250000 Penalty: 4127.184082
	Iteration 56Q: 3 clusters Score -582096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -582097.875000 Penalty: 4127.184082
	Iteration 57Q: 3 clusters Score -582097.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -582105.750000 Penalty: 4127.184082
	Iteration 58Q: 3 clusters Score -582105.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -582111.937500 Penalty: 4127.184082
	Iteration 59Q: 3 clusters Score -582111.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -582119.000000 Penalty: 4127.184082
	Iteration 60F: 3 clusters Score -582119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -582128.562500 Penalty: 4127.184082
	Iteration 61Q: 3 clusters Score -582128.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -582135.250000 Penalty: 4127.184082
	Iteration 62Q: 3 clusters Score -582135.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -582143.875000 Penalty: 4127.184082
	Iteration 63Q: 3 clusters Score -582143.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -582153.500000 Penalty: 4127.184082
	Iteration 64Q: 3 clusters Score -582153.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -582162.250000 Penalty: 4127.184082
	Iteration 65Q: 3 clusters Score -582162.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -582166.687500 Penalty: 4127.184082
	Iteration 66Q: 3 clusters Score -582166.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -582169.812500 Penalty: 4127.184082
	Iteration 67Q: 3 clusters Score -582169.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -582175.625000 Penalty: 4127.184082
	Iteration 68Q: 3 clusters Score -582175.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -582181.937500 Penalty: 4127.184082
	Iteration 69Q: 3 clusters Score -582181.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -582188.437500 Penalty: 4127.184082
	Iteration 70Q: 3 clusters Score -582188.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -582196.875000 Penalty: 4127.184082
	Iteration 71Q: 3 clusters Score -582196.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -582199.312500 Penalty: 4127.184082
	Iteration 72Q: 3 clusters Score -582199.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -582201.250000 Penalty: 4127.184082
	Iteration 73Q: 3 clusters Score -582201.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -582201.937500 Penalty: 4127.184082
	Iteration 74Q: 3 clusters Score -582201.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -582201.937500 Penalty: 4127.184082
	Iteration 75F: 3 clusters Score -582201.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Entering Unmasked Estep 
Score: -109722.671875 Penalty: 1698.568481
	Iteration 0F: 2 clusters Score -109722.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -107943.531250 Penalty: 3397.136963
	Iteration 0F: 3 clusters Score -107943.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -108719.898438 Penalty: 3397.136963
	Iteration 1F: 3 clusters Score -108719.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -108936.070312 Penalty: 3397.136963
	Iteration 2F: 3 clusters Score -108936.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -109064.445312 Penalty: 3397.136963
	Iteration 3F: 3 clusters Score -109064.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -109179.875000 Penalty: 3397.136963
	Iteration 4Q: 3 clusters Score -109179.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -109346.625000 Penalty: 3397.136963
	Iteration 5Q: 3 clusters Score -109346.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -109779.718750 Penalty: 3397.136963
	Iteration 6Q: 3 clusters Score -109779.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -110146.406250 Penalty: 3397.136963
	Iteration 7F: 3 clusters Score -110146.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110878.328125 Penalty: 3397.136963
	Iteration 8F: 3 clusters Score -110878.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -111354.890625 Penalty: 3397.136963
	Iteration 9F: 3 clusters Score -111354.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -111527.398438 Penalty: 3397.136963
	Iteration 10Q: 3 clusters Score -111527.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -111670.484375 Penalty: 3397.136963
	Iteration 11Q: 3 clusters Score -111670.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -111699.804688 Penalty: 3397.136963
	Iteration 12Q: 3 clusters Score -111699.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -111702.070312 Penalty: 3397.136963
	Iteration 13Q: 3 clusters Score -111702.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -111709.609375 Penalty: 3397.136963
	Iteration 14Q: 3 clusters Score -111709.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -111712.117188 Penalty: 3397.136963
	Iteration 15Q: 3 clusters Score -111712.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -111712.117188 Penalty: 3397.136963
	Iteration 16F: 3 clusters Score -111712.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 115307 members 
Mstep: Class 2 contains 11675 members 
Mstep: Class 3 contains 4109 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 71057 members 
Mstep: Class 6 contains 81933 members 
Mstep: Class 7 contains 432 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161093 members 
Mstep: Class 10 contains 3049 members 
Mstep: Class 11 contains 163855 members 
Mstep: Class 12 contains 119855 members 
Mstep: Class 13 contains 157153 members 
Mstep: Class 14 contains 154782 members 
Mstep: Class 15 contains 159115 members 
Mstep: Class 16 contains 2798 members 
Mstep: Class 17 contains 618 members 
Mstep: Class 18 contains 171318 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
Score: -180417248.000000 Penalty: 66618.078125
Splitting cluster 4 changes total score from -180416992.000000 to -180417248.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 5 (71057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71057 members 
Entering Unmasked Estep 
Score: -9570870.000000 Penalty: 2770.467041
	Iteration 0F: 2 clusters Score -9570870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -9523213.000000 Penalty: 5540.934082
	Iteration 0F: 3 clusters Score -9523213 nChanged 33207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -9541912.000000 Penalty: 5540.934082
	Iteration 1F: 3 clusters Score -9541912 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -9542595.000000 Penalty: 5540.934082
	Iteration 2Q: 3 clusters Score -9542595 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -9543368.000000 Penalty: 5540.934082
	Iteration 3Q: 3 clusters Score -9543368 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -9544050.000000 Penalty: 5540.934082
	Iteration 4Q: 3 clusters Score -9544050 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -9544873.000000 Penalty: 5540.934082
	Iteration 5Q: 3 clusters Score -9544873 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -9546138.000000 Penalty: 5540.934082
	Iteration 6Q: 3 clusters Score -9546138 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -9547710.000000 Penalty: 5540.934082
	Iteration 7Q: 3 clusters Score -9547710 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 47460 members 
Entering Unmasked Estep 
Score: -9550006.000000 Penalty: 5540.934082
	Iteration 8F: 3 clusters Score -9550006 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -9552782.000000 Penalty: 5540.934082
	Iteration 9F: 3 clusters Score -9552782 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -9555780.000000 Penalty: 5540.934082
	Iteration 10F: 3 clusters Score -9555780 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 56837 members 
Entering Unmasked Estep 
Score: -9558420.000000 Penalty: 5540.934082
	Iteration 11Q: 3 clusters Score -9558420 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -9560350.000000 Penalty: 5540.934082
	Iteration 12Q: 3 clusters Score -9560350 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 60950 members 
Entering Unmasked Estep 
Score: -9561747.000000 Penalty: 5540.934082
	Iteration 13Q: 3 clusters Score -9561747 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 62542 members 
Entering Unmasked Estep 
Score: -9562870.000000 Penalty: 5540.934082
	Iteration 14Q: 3 clusters Score -9562870 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
Score: -9563745.000000 Penalty: 5540.934082
	Iteration 15Q: 3 clusters Score -9563745 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -9564430.000000 Penalty: 5540.934082
	Iteration 16Q: 3 clusters Score -9564430 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 66205 members 
Entering Unmasked Estep 
Score: -9565113.000000 Penalty: 5540.934082
	Iteration 17Q: 3 clusters Score -9565113 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 67197 members 
Entering Unmasked Estep 
Score: -9565760.000000 Penalty: 5540.934082
	Iteration 18Q: 3 clusters Score -9565760 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 68039 members 
Entering Unmasked Estep 
Score: -9566415.000000 Penalty: 5540.934082
	Iteration 19Q: 3 clusters Score -9566415 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 68746 members 
Entering Unmasked Estep 
Score: -9566964.000000 Penalty: 5540.934082
	Iteration 20F: 3 clusters Score -9566964 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 69285 members 
Entering Unmasked Estep 
Score: -9567374.000000 Penalty: 5540.934082
	Iteration 21Q: 3 clusters Score -9567374 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 69691 members 
Entering Unmasked Estep 
Score: -9567661.000000 Penalty: 5540.934082
	Iteration 22Q: 3 clusters Score -9567661 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 69982 members 
Entering Unmasked Estep 
Score: -9567867.000000 Penalty: 5540.934082
	Iteration 23Q: 3 clusters Score -9567867 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 70208 members 
Entering Unmasked Estep 
Score: -9568051.000000 Penalty: 5540.934082
	Iteration 24Q: 3 clusters Score -9568051 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 70346 members 
Entering Unmasked Estep 
Score: -9568161.000000 Penalty: 5540.934082
	Iteration 25Q: 3 clusters Score -9568161 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -9568214.000000 Penalty: 5540.934082
	Iteration 26Q: 3 clusters Score -9568214 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 70486 members 
Entering Unmasked Estep 
Score: -9568240.000000 Penalty: 5540.934082
	Iteration 27Q: 3 clusters Score -9568240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 70526 members 
Entering Unmasked Estep 
Score: -9568278.000000 Penalty: 5540.934082
	Iteration 28Q: 3 clusters Score -9568278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 70556 members 
Entering Unmasked Estep 
Score: -9568301.000000 Penalty: 5540.934082
	Iteration 29Q: 3 clusters Score -9568301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 70573 members 
Entering Unmasked Estep 
Score: -9568311.000000 Penalty: 5540.934082
	Iteration 30Q: 3 clusters Score -9568311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 70596 members 
Entering Unmasked Estep 
Score: -9568320.000000 Penalty: 5540.934082
	Iteration 31Q: 3 clusters Score -9568320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 70615 members 
Entering Unmasked Estep 
Score: -9568352.000000 Penalty: 5540.934082
	Iteration 32Q: 3 clusters Score -9568352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 70631 members 
Entering Unmasked Estep 
Score: -9568359.000000 Penalty: 5540.934082
	Iteration 33Q: 3 clusters Score -9568359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 70652 members 
Entering Unmasked Estep 
Score: -9568383.000000 Penalty: 5540.934082
	Iteration 34Q: 3 clusters Score -9568383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 70667 members 
Entering Unmasked Estep 
Score: -9568404.000000 Penalty: 5540.934082
	Iteration 35Q: 3 clusters Score -9568404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 70677 members 
Entering Unmasked Estep 
Score: -9568412.000000 Penalty: 5540.934082
	Iteration 36Q: 3 clusters Score -9568412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 70683 members 
Entering Unmasked Estep 
Score: -9568418.000000 Penalty: 5540.934082
	Iteration 37Q: 3 clusters Score -9568418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 70685 members 
Entering Unmasked Estep 
Score: -9568411.000000 Penalty: 5540.934082
	Iteration 38Q: 3 clusters Score -9568411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 70687 members 
Entering Unmasked Estep 
Score: -9568420.000000 Penalty: 5540.934082
	Iteration 39Q: 3 clusters Score -9568420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 70690 members 
Entering Unmasked Estep 
Score: -9568422.000000 Penalty: 5540.934082
	Iteration 40F: 3 clusters Score -9568422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 70692 members 
Entering Unmasked Estep 
Score: -9568419.000000 Penalty: 5540.934082
	Iteration 41Q: 3 clusters Score -9568419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 70694 members 
Entering Unmasked Estep 
Score: -9568423.000000 Penalty: 5540.934082
	Iteration 42Q: 3 clusters Score -9568423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 70694 members 
Entering Unmasked Estep 
Score: -9568423.000000 Penalty: 5540.934082
	Iteration 43F: 3 clusters Score -9568423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (81933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81933 members 
Entering Unmasked Estep 
Score: -11028762.000000 Penalty: 2805.786865
	Iteration 0F: 2 clusters Score -1.102876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -10974047.000000 Penalty: 5611.573730
	Iteration 0F: 3 clusters Score -1.097405e+07 nChanged 38564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -10995989.000000 Penalty: 5611.573730
	Iteration 1F: 3 clusters Score -1.099599e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -10996946.000000 Penalty: 5611.573730
	Iteration 2Q: 3 clusters Score -1.099695e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -10998460.000000 Penalty: 5611.573730
	Iteration 3Q: 3 clusters Score -1.099846e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 47218 members 
Entering Unmasked Estep 
Score: -11000980.000000 Penalty: 5611.573730
	Iteration 4F: 3 clusters Score -1.100098e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -11004980.000000 Penalty: 5611.573730
	Iteration 5F: 3 clusters Score -1.100498e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 54962 members 
Entering Unmasked Estep 
Score: -11010283.000000 Penalty: 5611.573730
	Iteration 6F: 3 clusters Score -1.101028e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 59085 members 
Entering Unmasked Estep 
Score: -11015464.000000 Penalty: 5611.573730
	Iteration 7F: 3 clusters Score -1.101546e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 62446 members 
Entering Unmasked Estep 
Score: -11019385.000000 Penalty: 5611.573730
	Iteration 8F: 3 clusters Score -1.101938e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 64840 members 
Entering Unmasked Estep 
Score: -11021650.000000 Penalty: 5611.573730
	Iteration 9Q: 3 clusters Score -1.102165e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 66586 members 
Entering Unmasked Estep 
Score: -11022809.000000 Penalty: 5611.573730
	Iteration 10Q: 3 clusters Score -1.102281e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 67982 members 
Entering Unmasked Estep 
Score: -11023550.000000 Penalty: 5611.573730
	Iteration 11Q: 3 clusters Score -1.102355e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 69168 members 
Entering Unmasked Estep 
Score: -11023987.000000 Penalty: 5611.573730
	Iteration 12Q: 3 clusters Score -1.102399e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 70251 members 
Entering Unmasked Estep 
Score: -11024416.000000 Penalty: 5611.573730
	Iteration 13Q: 3 clusters Score -1.102442e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 71241 members 
Entering Unmasked Estep 
Score: -11024781.000000 Penalty: 5611.573730
	Iteration 14Q: 3 clusters Score -1.102478e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -11025172.000000 Penalty: 5611.573730
	Iteration 15Q: 3 clusters Score -1.102517e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 72968 members 
Entering Unmasked Estep 
Score: -11025491.000000 Penalty: 5611.573730
	Iteration 16Q: 3 clusters Score -1.102549e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 73721 members 
Entering Unmasked Estep 
Score: -11025725.000000 Penalty: 5611.573730
	Iteration 17Q: 3 clusters Score -1.102572e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 74413 members 
Entering Unmasked Estep 
Score: -11025982.000000 Penalty: 5611.573730
	Iteration 18Q: 3 clusters Score -1.102598e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 75061 members 
Entering Unmasked Estep 
Score: -11026219.000000 Penalty: 5611.573730
	Iteration 19Q: 3 clusters Score -1.102622e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 75642 members 
Entering Unmasked Estep 
Score: -11026389.000000 Penalty: 5611.573730
	Iteration 20F: 3 clusters Score -1.102639e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 76161 members 
Entering Unmasked Estep 
Score: -11026551.000000 Penalty: 5611.573730
	Iteration 21Q: 3 clusters Score -1.102655e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 76634 members 
Entering Unmasked Estep 
Score: -11026687.000000 Penalty: 5611.573730
	Iteration 22Q: 3 clusters Score -1.102669e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 77070 members 
Entering Unmasked Estep 
Score: -11026821.000000 Penalty: 5611.573730
	Iteration 23Q: 3 clusters Score -1.102682e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 77464 members 
Entering Unmasked Estep 
Score: -11026962.000000 Penalty: 5611.573730
	Iteration 24Q: 3 clusters Score -1.102696e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 77778 members 
Entering Unmasked Estep 
Score: -11027074.000000 Penalty: 5611.573730
	Iteration 25Q: 3 clusters Score -1.102707e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 78091 members 
Entering Unmasked Estep 
Score: -11027196.000000 Penalty: 5611.573730
	Iteration 26Q: 3 clusters Score -1.10272e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 78359 members 
Entering Unmasked Estep 
Score: -11027271.000000 Penalty: 5611.573730
	Iteration 27Q: 3 clusters Score -1.102727e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 78575 members 
Entering Unmasked Estep 
Score: -11027339.000000 Penalty: 5611.573730
	Iteration 28Q: 3 clusters Score -1.102734e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 78764 members 
Entering Unmasked Estep 
Score: -11027396.000000 Penalty: 5611.573730
	Iteration 29Q: 3 clusters Score -1.10274e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 78952 members 
Entering Unmasked Estep 
Score: -11027493.000000 Penalty: 5611.573730
	Iteration 30Q: 3 clusters Score -1.102749e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -11027507.000000 Penalty: 5611.573730
	Iteration 31Q: 3 clusters Score -1.102751e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 79296 members 
Entering Unmasked Estep 
Score: -11027574.000000 Penalty: 5611.573730
	Iteration 32Q: 3 clusters Score -1.102757e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 79444 members 
Entering Unmasked Estep 
Score: -11027652.000000 Penalty: 5611.573730
	Iteration 33Q: 3 clusters Score -1.102765e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -11027680.000000 Penalty: 5611.573730
	Iteration 34Q: 3 clusters Score -1.102768e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -11027725.000000 Penalty: 5611.573730
	Iteration 35Q: 3 clusters Score -1.102772e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 79805 members 
Entering Unmasked Estep 
Score: -11027744.000000 Penalty: 5611.573730
	Iteration 36Q: 3 clusters Score -1.102774e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 79865 members 
Entering Unmasked Estep 
Score: -11027762.000000 Penalty: 5611.573730
	Iteration 37Q: 3 clusters Score -1.102776e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 79926 members 
Entering Unmasked Estep 
Score: -11027780.000000 Penalty: 5611.573730
	Iteration 38Q: 3 clusters Score -1.102778e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 79990 members 
Entering Unmasked Estep 
Score: -11027787.000000 Penalty: 5611.573730
	Iteration 39Q: 3 clusters Score -1.102779e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 80047 members 
Entering Unmasked Estep 
Score: -11027824.000000 Penalty: 5611.573730
	Iteration 40F: 3 clusters Score -1.102782e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 80095 members 
Entering Unmasked Estep 
Score: -11027844.000000 Penalty: 5611.573730
	Iteration 41Q: 3 clusters Score -1.102784e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 80136 members 
Entering Unmasked Estep 
Score: -11027859.000000 Penalty: 5611.573730
	Iteration 42Q: 3 clusters Score -1.102786e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 80171 members 
Entering Unmasked Estep 
Score: -11027882.000000 Penalty: 5611.573730
	Iteration 43Q: 3 clusters Score -1.102788e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 80204 members 
Entering Unmasked Estep 
Score: -11027897.000000 Penalty: 5611.573730
	Iteration 44Q: 3 clusters Score -1.10279e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 80236 members 
Entering Unmasked Estep 
Score: -11027910.000000 Penalty: 5611.573730
	Iteration 45Q: 3 clusters Score -1.102791e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 80265 members 
Entering Unmasked Estep 
Score: -11027918.000000 Penalty: 5611.573730
	Iteration 46Q: 3 clusters Score -1.102792e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 80284 members 
Entering Unmasked Estep 
Score: -11027928.000000 Penalty: 5611.573730
	Iteration 47Q: 3 clusters Score -1.102793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -11027923.000000 Penalty: 5611.573730
	Iteration 48Q: 3 clusters Score -1.102792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 80303 members 
Entering Unmasked Estep 
Score: -11027923.000000 Penalty: 5611.573730
	Iteration 49Q: 3 clusters Score -1.102792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 80313 members 
Entering Unmasked Estep 
Score: -11027917.000000 Penalty: 5611.573730
	Iteration 50Q: 3 clusters Score -1.102792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 80320 members 
Entering Unmasked Estep 
Score: -11027928.000000 Penalty: 5611.573730
	Iteration 51Q: 3 clusters Score -1.102793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
Score: -11027925.000000 Penalty: 5611.573730
	Iteration 52Q: 3 clusters Score -1.102792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 80337 members 
Entering Unmasked Estep 
Score: -11027923.000000 Penalty: 5611.573730
	Iteration 53Q: 3 clusters Score -1.102792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 80348 members 
Entering Unmasked Estep 
Score: -11027920.000000 Penalty: 5611.573730
	Iteration 54Q: 3 clusters Score -1.102792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 80357 members 
Entering Unmasked Estep 
Score: -11027919.000000 Penalty: 5611.573730
	Iteration 55Q: 3 clusters Score -1.102792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 80370 members 
Entering Unmasked Estep 
Score: -11027920.000000 Penalty: 5611.573730
	Iteration 56Q: 3 clusters Score -1.102792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 80379 members 
Entering Unmasked Estep 
Score: -11027918.000000 Penalty: 5611.573730
	Iteration 57Q: 3 clusters Score -1.102792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 80382 members 
Entering Unmasked Estep 
Score: -11027920.000000 Penalty: 5611.573730
	Iteration 58Q: 3 clusters Score -1.102792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 80387 members 
Entering Unmasked Estep 
Score: -11027919.000000 Penalty: 5611.573730
	Iteration 59Q: 3 clusters Score -1.102792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 80390 members 
Entering Unmasked Estep 
Score: -11027930.000000 Penalty: 5611.573730
	Iteration 60F: 3 clusters Score -1.102793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -11027928.000000 Penalty: 5611.573730
	Iteration 61Q: 3 clusters Score -1.102793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 80396 members 
Entering Unmasked Estep 
Score: -11027930.000000 Penalty: 5611.573730
	Iteration 62Q: 3 clusters Score -1.102793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 80399 members 
Entering Unmasked Estep 
Score: -11027929.000000 Penalty: 5611.573730
	Iteration 63Q: 3 clusters Score -1.102793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 80404 members 
Entering Unmasked Estep 
Score: -11027934.000000 Penalty: 5611.573730
	Iteration 64Q: 3 clusters Score -1.102793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 80408 members 
Entering Unmasked Estep 
Score: -11027924.000000 Penalty: 5611.573730
	Iteration 65Q: 3 clusters Score -1.102792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 80410 members 
Entering Unmasked Estep 
Score: -11027925.000000 Penalty: 5611.573730
	Iteration 66Q: 3 clusters Score -1.102792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 80413 members 
Entering Unmasked Estep 
Score: -11027926.000000 Penalty: 5611.573730
	Iteration 67Q: 3 clusters Score -1.102793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 80420 members 
Entering Unmasked Estep 
Score: -11027933.000000 Penalty: 5611.573730
	Iteration 68Q: 3 clusters Score -1.102793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 80424 members 
Entering Unmasked Estep 
Score: -11027930.000000 Penalty: 5611.573730
	Iteration 69Q: 3 clusters Score -1.102793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 80428 members 
Entering Unmasked Estep 
Score: -11027933.000000 Penalty: 5611.573730
	Iteration 70Q: 3 clusters Score -1.102793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 80433 members 
Entering Unmasked Estep 
Score: -11027939.000000 Penalty: 5611.573730
	Iteration 71Q: 3 clusters Score -1.102794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 80436 members 
Entering Unmasked Estep 
Score: -11027948.000000 Penalty: 5611.573730
	Iteration 72Q: 3 clusters Score -1.102795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 80437 members 
Entering Unmasked Estep 
Score: -11027944.000000 Penalty: 5611.573730
	Iteration 73Q: 3 clusters Score -1.102794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 80437 members 
Entering Unmasked Estep 
Score: -11027944.000000 Penalty: 5611.573730
	Iteration 74F: 3 clusters Score -1.102794e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -42925.367188 Penalty: 1504.969604
	Iteration 0F: 2 clusters Score -42925.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41688.277344 Penalty: 3009.939209
	Iteration 0F: 3 clusters Score -41688.28 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -42300.507812 Penalty: 3009.939209
	Iteration 1F: 3 clusters Score -42300.51 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42924.449219 Penalty: 3009.939209
	Iteration 2F: 3 clusters Score -42924.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -43380.164062 Penalty: 3009.939209
	Iteration 3F: 3 clusters Score -43380.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -43496.546875 Penalty: 3009.939209
	Iteration 4Q: 3 clusters Score -43496.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -43575.226562 Penalty: 3009.939209
	Iteration 5Q: 3 clusters Score -43575.23 nChanged 3
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: -43599.089844 Penalty: 3009.939209
	Iteration 6Q: 3 clusters Score -43599.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -43603.632812 Penalty: 3009.939209
	Iteration 7Q: 3 clusters Score -43603.63 nChanged 3
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: -43611.148438 Penalty: 3009.939209
	Iteration 8Q: 3 clusters Score -43611.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43614.882812 Penalty: 3009.939209
	Iteration 9Q: 3 clusters Score -43614.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43614.882812 Penalty: 3009.939209
	Iteration 10F: 3 clusters Score -43614.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 115307 members 
Mstep: Class 2 contains 11675 members 
Mstep: Class 3 contains 4109 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 71057 members 
Mstep: Class 6 contains 81933 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 161093 members 
Mstep: Class 10 contains 3049 members 
Mstep: Class 11 contains 163855 members 
Mstep: Class 12 contains 119855 members 
Mstep: Class 13 contains 157153 members 
Mstep: Class 14 contains 154782 members 
Mstep: Class 15 contains 159115 members 
Mstep: Class 16 contains 2798 members 
Mstep: Class 17 contains 618 members 
Mstep: Class 18 contains 171318 members 
Mstep: Class 19 contains 472 members 
Mstep: Class 20 contains 151 members 
Entering Unmasked Estep 
Score: -180416176.000000 Penalty: 70124.296875
Splitting cluster 7 changes total score from -180416992.000000 to -180416176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Entering Unmasked Estep 
Score: -180228.375000 Penalty: 1815.326416
	Iteration 0F: 2 clusters Score -180228.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -177932.796875 Penalty: 3630.652832
	Iteration 0F: 3 clusters Score -177932.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -178647.031250 Penalty: 3630.652832
	Iteration 1F: 3 clusters Score -178647 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -179168.875000 Penalty: 3630.652832
	Iteration 2F: 3 clusters Score -179168.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -179729.812500 Penalty: 3630.652832
	Iteration 3F: 3 clusters Score -179729.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -180406.187500 Penalty: 3630.652832
	Iteration 4F: 3 clusters Score -180406.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -180834.828125 Penalty: 3630.652832
	Iteration 5F: 3 clusters Score -180834.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -181093.640625 Penalty: 3630.652832
	Iteration 6Q: 3 clusters Score -181093.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -181421.468750 Penalty: 3630.652832
	Iteration 7Q: 3 clusters Score -181421.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -181941.562500 Penalty: 3630.652832
	Iteration 8Q: 3 clusters Score -181941.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -182678.671875 Penalty: 3630.652832
	Iteration 9Q: 3 clusters Score -182678.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -182797.500000 Penalty: 3630.652832
	Iteration 10Q: 3 clusters Score -182797.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -182900.046875 Penalty: 3630.652832
	Iteration 11Q: 3 clusters Score -182900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -183015.968750 Penalty: 3630.652832
	Iteration 12Q: 3 clusters Score -183016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -183164.953125 Penalty: 3630.652832
	Iteration 13Q: 3 clusters Score -183165 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -183433.671875 Penalty: 3630.652832
	Iteration 14Q: 3 clusters Score -183433.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -183677.609375 Penalty: 3630.652832
	Iteration 15Q: 3 clusters Score -183677.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -183986.328125 Penalty: 3630.652832
	Iteration 16Q: 3 clusters Score -183986.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -184781.468750 Penalty: 3630.652832
	Iteration 17Q: 3 clusters Score -184781.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -184781.468750 Penalty: 3630.652832
	Iteration 18F: 3 clusters Score -184781.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 115307 members 
Mstep: Class 2 contains 11675 members 
Mstep: Class 3 contains 4109 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 71057 members 
Mstep: Class 6 contains 81933 members 
Mstep: Class 7 contains 432 members 
Mstep: Class 8 contains 500 members 
Mstep: Class 9 contains 161093 members 
Mstep: Class 10 contains 3049 members 
Mstep: Class 11 contains 163855 members 
Mstep: Class 12 contains 119855 members 
Mstep: Class 13 contains 157153 members 
Mstep: Class 14 contains 154782 members 
Mstep: Class 15 contains 159115 members 
Mstep: Class 16 contains 2798 members 
Mstep: Class 17 contains 618 members 
Mstep: Class 18 contains 171318 members 
Mstep: Class 19 contains 472 members 
Mstep: Class 20 contains 1010 members 
Entering Unmasked Estep 
Score: -180420032.000000 Penalty: 70124.296875
Splitting cluster 8 changes total score from -180416992.000000 to -180420032.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 9 (161093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161093 members 
Entering Unmasked Estep 
Score: -21526448.000000 Penalty: 2973.454834
	Iteration 0F: 2 clusters Score -2.152645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80351 members 
Mstep: Class 2 contains 80742 members 
Entering Unmasked Estep 
Score: -21421224.000000 Penalty: 5946.909668
	Iteration 0F: 3 clusters Score -2.142122e+07 nChanged 77237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76494 members 
Mstep: Class 2 contains 84599 members 
Entering Unmasked Estep 
Score: -21466424.000000 Penalty: 5946.909668
	Iteration 1F: 3 clusters Score -2.146642e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73450 members 
Mstep: Class 2 contains 87643 members 
Entering Unmasked Estep 
Score: -21468128.000000 Penalty: 5946.909668
	Iteration 2Q: 3 clusters Score -2.146813e+07 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68632 members 
Mstep: Class 2 contains 92461 members 
Entering Unmasked Estep 
Score: -21471476.000000 Penalty: 5946.909668
	Iteration 3Q: 3 clusters Score -2.147148e+07 nChanged 10274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 99561 members 
Entering Unmasked Estep 
Score: -21477936.000000 Penalty: 5946.909668
	Iteration 4F: 3 clusters Score -2.147794e+07 nChanged 12764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 108869 members 
Entering Unmasked Estep 
Score: -21486562.000000 Penalty: 5946.909668
	Iteration 5F: 3 clusters Score -2.148656e+07 nChanged 13288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 118845 members 
Entering Unmasked Estep 
Score: -21496972.000000 Penalty: 5946.909668
	Iteration 6F: 3 clusters Score -2.149697e+07 nChanged 11451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 127630 members 
Entering Unmasked Estep 
Score: -21506238.000000 Penalty: 5946.909668
	Iteration 7F: 3 clusters Score -2.150624e+07 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 133960 members 
Entering Unmasked Estep 
Score: -21513204.000000 Penalty: 5946.909668
	Iteration 8F: 3 clusters Score -2.15132e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 137821 members 
Entering Unmasked Estep 
Score: -21517494.000000 Penalty: 5946.909668
	Iteration 9Q: 3 clusters Score -2.151749e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 140221 members 
Entering Unmasked Estep 
Score: -21519690.000000 Penalty: 5946.909668
	Iteration 10Q: 3 clusters Score -2.151969e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 142053 members 
Entering Unmasked Estep 
Score: -21521022.000000 Penalty: 5946.909668
	Iteration 11Q: 3 clusters Score -2.152102e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 143787 members 
Entering Unmasked Estep 
Score: -21521942.000000 Penalty: 5946.909668
	Iteration 12Q: 3 clusters Score -2.152194e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 145430 members 
Entering Unmasked Estep 
Score: -21522786.000000 Penalty: 5946.909668
	Iteration 13Q: 3 clusters Score -2.152279e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 146976 members 
Entering Unmasked Estep 
Score: -21523510.000000 Penalty: 5946.909668
	Iteration 14Q: 3 clusters Score -2.152351e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 148385 members 
Entering Unmasked Estep 
Score: -21524106.000000 Penalty: 5946.909668
	Iteration 15Q: 3 clusters Score -2.152411e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 149726 members 
Entering Unmasked Estep 
Score: -21524438.000000 Penalty: 5946.909668
	Iteration 16Q: 3 clusters Score -2.152444e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 150984 members 
Entering Unmasked Estep 
Score: -21524860.000000 Penalty: 5946.909668
	Iteration 17Q: 3 clusters Score -2.152486e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 152105 members 
Entering Unmasked Estep 
Score: -21525172.000000 Penalty: 5946.909668
	Iteration 18Q: 3 clusters Score -2.152517e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 153077 members 
Entering Unmasked Estep 
Score: -21525530.000000 Penalty: 5946.909668
	Iteration 19Q: 3 clusters Score -2.152553e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 153932 members 
Entering Unmasked Estep 
Score: -21525700.000000 Penalty: 5946.909668
	Iteration 20F: 3 clusters Score -2.15257e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 154651 members 
Entering Unmasked Estep 
Score: -21525764.000000 Penalty: 5946.909668
	Iteration 21Q: 3 clusters Score -2.152576e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 155257 members 
Entering Unmasked Estep 
Score: -21525796.000000 Penalty: 5946.909668
	Iteration 22Q: 3 clusters Score -2.15258e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 155791 members 
Entering Unmasked Estep 
Score: -21525868.000000 Penalty: 5946.909668
	Iteration 23Q: 3 clusters Score -2.152587e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 156235 members 
Entering Unmasked Estep 
Score: -21525922.000000 Penalty: 5946.909668
	Iteration 24Q: 3 clusters Score -2.152592e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 156617 members 
Entering Unmasked Estep 
Score: -21526004.000000 Penalty: 5946.909668
	Iteration 25Q: 3 clusters Score -2.1526e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 156937 members 
Entering Unmasked Estep 
Score: -21525986.000000 Penalty: 5946.909668
	Iteration 26Q: 3 clusters Score -2.152599e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 157201 members 
Entering Unmasked Estep 
Score: -21526010.000000 Penalty: 5946.909668
	Iteration 27Q: 3 clusters Score -2.152601e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 157414 members 
Entering Unmasked Estep 
Score: -21526000.000000 Penalty: 5946.909668
	Iteration 28Q: 3 clusters Score -2.1526e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 157589 members 
Entering Unmasked Estep 
Score: -21526042.000000 Penalty: 5946.909668
	Iteration 29Q: 3 clusters Score -2.152604e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 157720 members 
Entering Unmasked Estep 
Score: -21525998.000000 Penalty: 5946.909668
	Iteration 30Q: 3 clusters Score -2.1526e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 157832 members 
Entering Unmasked Estep 
Score: -21525976.000000 Penalty: 5946.909668
	Iteration 31Q: 3 clusters Score -2.152598e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 157943 members 
Entering Unmasked Estep 
Score: -21525932.000000 Penalty: 5946.909668
	Iteration 32Q: 3 clusters Score -2.152593e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 158048 members 
Entering Unmasked Estep 
Score: -21525902.000000 Penalty: 5946.909668
	Iteration 33Q: 3 clusters Score -2.15259e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 158142 members 
Entering Unmasked Estep 
Score: -21525888.000000 Penalty: 5946.909668
	Iteration 34Q: 3 clusters Score -2.152589e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 158221 members 
Entering Unmasked Estep 
Score: -21525890.000000 Penalty: 5946.909668
	Iteration 35Q: 3 clusters Score -2.152589e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 158287 members 
Entering Unmasked Estep 
Score: -21525904.000000 Penalty: 5946.909668
	Iteration 36Q: 3 clusters Score -2.15259e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 158340 members 
Entering Unmasked Estep 
Score: -21525890.000000 Penalty: 5946.909668
	Iteration 37Q: 3 clusters Score -2.152589e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 158375 members 
Entering Unmasked Estep 
Score: -21525864.000000 Penalty: 5946.909668
	Iteration 38Q: 3 clusters Score -2.152586e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 158407 members 
Entering Unmasked Estep 
Score: -21525826.000000 Penalty: 5946.909668
	Iteration 39Q: 3 clusters Score -2.152583e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 158443 members 
Entering Unmasked Estep 
Score: -21525808.000000 Penalty: 5946.909668
	Iteration 40F: 3 clusters Score -2.152581e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 158477 members 
Entering Unmasked Estep 
Score: -21525812.000000 Penalty: 5946.909668
	Iteration 41Q: 3 clusters Score -2.152581e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 158512 members 
Entering Unmasked Estep 
Score: -21525796.000000 Penalty: 5946.909668
	Iteration 42Q: 3 clusters Score -2.15258e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 158539 members 
Entering Unmasked Estep 
Score: -21525780.000000 Penalty: 5946.909668
	Iteration 43Q: 3 clusters Score -2.152578e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 158559 members 
Entering Unmasked Estep 
Score: -21525758.000000 Penalty: 5946.909668
	Iteration 44Q: 3 clusters Score -2.152576e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 158573 members 
Entering Unmasked Estep 
Score: -21525752.000000 Penalty: 5946.909668
	Iteration 45Q: 3 clusters Score -2.152575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 158584 members 
Entering Unmasked Estep 
Score: -21525766.000000 Penalty: 5946.909668
	Iteration 46Q: 3 clusters Score -2.152577e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 158592 members 
Entering Unmasked Estep 
Score: -21525766.000000 Penalty: 5946.909668
	Iteration 47Q: 3 clusters Score -2.152577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 158604 members 
Entering Unmasked Estep 
Score: -21525774.000000 Penalty: 5946.909668
	Iteration 48Q: 3 clusters Score -2.152577e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 158612 members 
Entering Unmasked Estep 
Score: -21525772.000000 Penalty: 5946.909668
	Iteration 49Q: 3 clusters Score -2.152577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 158616 members 
Entering Unmasked Estep 
Score: -21525752.000000 Penalty: 5946.909668
	Iteration 50Q: 3 clusters Score -2.152575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 158619 members 
Entering Unmasked Estep 
Score: -21525762.000000 Penalty: 5946.909668
	Iteration 51Q: 3 clusters Score -2.152576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 158627 members 
Entering Unmasked Estep 
Score: -21525754.000000 Penalty: 5946.909668
	Iteration 52Q: 3 clusters Score -2.152575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 158633 members 
Entering Unmasked Estep 
Score: -21525758.000000 Penalty: 5946.909668
	Iteration 53Q: 3 clusters Score -2.152576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 158638 members 
Entering Unmasked Estep 
Score: -21525762.000000 Penalty: 5946.909668
	Iteration 54Q: 3 clusters Score -2.152576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 158640 members 
Entering Unmasked Estep 
Score: -21525762.000000 Penalty: 5946.909668
	Iteration 55Q: 3 clusters Score -2.152576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 158642 members 
Entering Unmasked Estep 
Score: -21525760.000000 Penalty: 5946.909668
	Iteration 56Q: 3 clusters Score -2.152576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 158646 members 
Entering Unmasked Estep 
Score: -21525756.000000 Penalty: 5946.909668
	Iteration 57Q: 3 clusters Score -2.152576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 158650 members 
Entering Unmasked Estep 
Score: -21525744.000000 Penalty: 5946.909668
	Iteration 58Q: 3 clusters Score -2.152574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 158655 members 
Entering Unmasked Estep 
Score: -21525758.000000 Penalty: 5946.909668
	Iteration 59Q: 3 clusters Score -2.152576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 158660 members 
Entering Unmasked Estep 
Score: -21525732.000000 Penalty: 5946.909668
	Iteration 60F: 3 clusters Score -2.152573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 158667 members 
Entering Unmasked Estep 
Score: -21525738.000000 Penalty: 5946.909668
	Iteration 61Q: 3 clusters Score -2.152574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 158669 members 
Entering Unmasked Estep 
Score: -21525736.000000 Penalty: 5946.909668
	Iteration 62Q: 3 clusters Score -2.152574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 158674 members 
Entering Unmasked Estep 
Score: -21525736.000000 Penalty: 5946.909668
	Iteration 63Q: 3 clusters Score -2.152574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 158678 members 
Entering Unmasked Estep 
Score: -21525740.000000 Penalty: 5946.909668
	Iteration 64Q: 3 clusters Score -2.152574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 158683 members 
Entering Unmasked Estep 
Score: -21525742.000000 Penalty: 5946.909668
	Iteration 65Q: 3 clusters Score -2.152574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 158688 members 
Entering Unmasked Estep 
Score: -21525730.000000 Penalty: 5946.909668
	Iteration 66Q: 3 clusters Score -2.152573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 158697 members 
Entering Unmasked Estep 
Score: -21525736.000000 Penalty: 5946.909668
	Iteration 67Q: 3 clusters Score -2.152574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 158704 members 
Entering Unmasked Estep 
Score: -21525724.000000 Penalty: 5946.909668
	Iteration 68Q: 3 clusters Score -2.152572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 158708 members 
Entering Unmasked Estep 
Score: -21525720.000000 Penalty: 5946.909668
	Iteration 69Q: 3 clusters Score -2.152572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 158712 members 
Entering Unmasked Estep 
Score: -21525710.000000 Penalty: 5946.909668
	Iteration 70Q: 3 clusters Score -2.152571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 158713 members 
Entering Unmasked Estep 
Score: -21525714.000000 Penalty: 5946.909668
	Iteration 71Q: 3 clusters Score -2.152571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 158714 members 
Entering Unmasked Estep 
Score: -21525716.000000 Penalty: 5946.909668
	Iteration 72Q: 3 clusters Score -2.152572e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 158714 members 
Entering Unmasked Estep 
Score: -21525716.000000 Penalty: 5946.909668
	Iteration 73F: 3 clusters Score -2.152572e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Entering Unmasked Estep 
Score: -404025.000000 Penalty: 1989.597046
	Iteration 0F: 2 clusters Score -404025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -400686.625000 Penalty: 3979.194092
	Iteration 0F: 3 clusters Score -400686.6 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -401363.562500 Penalty: 3979.194092
	Iteration 1F: 3 clusters Score -401363.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -401721.375000 Penalty: 3979.194092
	Iteration 2F: 3 clusters Score -401721.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -402016.875000 Penalty: 3979.194092
	Iteration 3F: 3 clusters Score -402016.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -402222.281250 Penalty: 3979.194092
	Iteration 4F: 3 clusters Score -402222.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -402394.375000 Penalty: 3979.194092
	Iteration 5F: 3 clusters Score -402394.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -402552.218750 Penalty: 3979.194092
	Iteration 6Q: 3 clusters Score -402552.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -402676.906250 Penalty: 3979.194092
	Iteration 7Q: 3 clusters Score -402676.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -402831.687500 Penalty: 3979.194092
	Iteration 8Q: 3 clusters Score -402831.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -402993.656250 Penalty: 3979.194092
	Iteration 9Q: 3 clusters Score -402993.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -403154.218750 Penalty: 3979.194092
	Iteration 10Q: 3 clusters Score -403154.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -403306.812500 Penalty: 3979.194092
	Iteration 11Q: 3 clusters Score -403306.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -403415.156250 Penalty: 3979.194092
	Iteration 12Q: 3 clusters Score -403415.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -403504.468750 Penalty: 3979.194092
	Iteration 13Q: 3 clusters Score -403504.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -403541.343750 Penalty: 3979.194092
	Iteration 14Q: 3 clusters Score -403541.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -403561.718750 Penalty: 3979.194092
	Iteration 15Q: 3 clusters Score -403561.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -403570.187500 Penalty: 3979.194092
	Iteration 16Q: 3 clusters Score -403570.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -403573.906250 Penalty: 3979.194092
	Iteration 17Q: 3 clusters Score -403573.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -403577.375000 Penalty: 3979.194092
	Iteration 18Q: 3 clusters Score -403577.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -403580.125000 Penalty: 3979.194092
	Iteration 19Q: 3 clusters Score -403580.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -403581.312500 Penalty: 3979.194092
	Iteration 20F: 3 clusters Score -403581.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -403584.781250 Penalty: 3979.194092
	Iteration 21Q: 3 clusters Score -403584.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -403585.593750 Penalty: 3979.194092
	Iteration 22Q: 3 clusters Score -403585.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -403585.750000 Penalty: 3979.194092
	Iteration 23Q: 3 clusters Score -403585.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -403585.750000 Penalty: 3979.194092
	Iteration 24F: 3 clusters Score -403585.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (163855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163855 members 
Entering Unmasked Estep 
Score: -22285022.000000 Penalty: 2977.670654
	Iteration 0F: 2 clusters Score -2.228502e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82030 members 
Mstep: Class 2 contains 81825 members 
Entering Unmasked Estep 
Score: -22177618.000000 Penalty: 5955.341309
	Iteration 0F: 3 clusters Score -2.217762e+07 nChanged 78497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82423 members 
Mstep: Class 2 contains 81432 members 
Entering Unmasked Estep 
Score: -22223068.000000 Penalty: 5955.341309
	Iteration 1F: 3 clusters Score -2.222307e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82681 members 
Mstep: Class 2 contains 81174 members 
Entering Unmasked Estep 
Score: -22223838.000000 Penalty: 5955.341309
	Iteration 2Q: 3 clusters Score -2.222384e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83015 members 
Mstep: Class 2 contains 80840 members 
Entering Unmasked Estep 
Score: -22224608.000000 Penalty: 5955.341309
	Iteration 3Q: 3 clusters Score -2.222461e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83529 members 
Mstep: Class 2 contains 80326 members 
Entering Unmasked Estep 
Score: -22225484.000000 Penalty: 5955.341309
	Iteration 4Q: 3 clusters Score -2.222548e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84298 members 
Mstep: Class 2 contains 79557 members 
Entering Unmasked Estep 
Score: -22226604.000000 Penalty: 5955.341309
	Iteration 5Q: 3 clusters Score -2.22266e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85512 members 
Mstep: Class 2 contains 78343 members 
Entering Unmasked Estep 
Score: -22228020.000000 Penalty: 5955.341309
	Iteration 6Q: 3 clusters Score -2.222802e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87316 members 
Mstep: Class 2 contains 76539 members 
Entering Unmasked Estep 
Score: -22230274.000000 Penalty: 5955.341309
	Iteration 7Q: 3 clusters Score -2.223027e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89967 members 
Mstep: Class 2 contains 73888 members 
Entering Unmasked Estep 
Score: -22233310.000000 Penalty: 5955.341309
	Iteration 8Q: 3 clusters Score -2.223331e+07 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93626 members 
Mstep: Class 2 contains 70229 members 
Entering Unmasked Estep 
Score: -22238178.000000 Penalty: 5955.341309
	Iteration 9Q: 3 clusters Score -2.223818e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97977 members 
Mstep: Class 2 contains 65878 members 
Entering Unmasked Estep 
Score: -22244496.000000 Penalty: 5955.341309
	Iteration 10F: 3 clusters Score -2.22445e+07 nChanged 10040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102479 members 
Mstep: Class 2 contains 61376 members 
Entering Unmasked Estep 
Score: -22251736.000000 Penalty: 5955.341309
	Iteration 11F: 3 clusters Score -2.225174e+07 nChanged 9463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106104 members 
Mstep: Class 2 contains 57751 members 
Entering Unmasked Estep 
Score: -22257582.000000 Penalty: 5955.341309
	Iteration 12F: 3 clusters Score -2.225758e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108719 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -22261148.000000 Penalty: 5955.341309
	Iteration 13Q: 3 clusters Score -2.226115e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111031 members 
Mstep: Class 2 contains 52824 members 
Entering Unmasked Estep 
Score: -22262882.000000 Penalty: 5955.341309
	Iteration 14Q: 3 clusters Score -2.226288e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113269 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -22263844.000000 Penalty: 5955.341309
	Iteration 15Q: 3 clusters Score -2.226384e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115617 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -22264444.000000 Penalty: 5955.341309
	Iteration 16Q: 3 clusters Score -2.226444e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117956 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -22265130.000000 Penalty: 5955.341309
	Iteration 17Q: 3 clusters Score -2.226513e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120400 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -22265750.000000 Penalty: 5955.341309
	Iteration 18Q: 3 clusters Score -2.226575e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122957 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -22266462.000000 Penalty: 5955.341309
	Iteration 19Q: 3 clusters Score -2.226646e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125582 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -22267446.000000 Penalty: 5955.341309
	Iteration 20F: 3 clusters Score -2.226745e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128429 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -22268472.000000 Penalty: 5955.341309
	Iteration 21Q: 3 clusters Score -2.226847e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131267 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -22269390.000000 Penalty: 5955.341309
	Iteration 22Q: 3 clusters Score -2.226939e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134184 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -22270428.000000 Penalty: 5955.341309
	Iteration 23Q: 3 clusters Score -2.227043e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137174 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -22271496.000000 Penalty: 5955.341309
	Iteration 24Q: 3 clusters Score -2.22715e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140215 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -22272820.000000 Penalty: 5955.341309
	Iteration 25Q: 3 clusters Score -2.227282e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143234 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -22274170.000000 Penalty: 5955.341309
	Iteration 26Q: 3 clusters Score -2.227417e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146028 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -22275414.000000 Penalty: 5955.341309
	Iteration 27Q: 3 clusters Score -2.227541e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148684 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -22276482.000000 Penalty: 5955.341309
	Iteration 28Q: 3 clusters Score -2.227648e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151080 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -22277434.000000 Penalty: 5955.341309
	Iteration 29Q: 3 clusters Score -2.227743e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153237 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -22278320.000000 Penalty: 5955.341309
	Iteration 30Q: 3 clusters Score -2.227832e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155170 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -22279200.000000 Penalty: 5955.341309
	Iteration 31Q: 3 clusters Score -2.22792e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156829 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -22279818.000000 Penalty: 5955.341309
	Iteration 32Q: 3 clusters Score -2.227982e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158308 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -22280476.000000 Penalty: 5955.341309
	Iteration 33Q: 3 clusters Score -2.228048e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159477 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -22280992.000000 Penalty: 5955.341309
	Iteration 34Q: 3 clusters Score -2.228099e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160385 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -22281376.000000 Penalty: 5955.341309
	Iteration 35Q: 3 clusters Score -2.228138e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161080 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -22281638.000000 Penalty: 5955.341309
	Iteration 36Q: 3 clusters Score -2.228164e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161545 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -22281894.000000 Penalty: 5955.341309
	Iteration 37Q: 3 clusters Score -2.228189e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161880 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -22282120.000000 Penalty: 5955.341309
	Iteration 38Q: 3 clusters Score -2.228212e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162113 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -22282208.000000 Penalty: 5955.341309
	Iteration 39Q: 3 clusters Score -2.228221e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162292 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -22282298.000000 Penalty: 5955.341309
	Iteration 40F: 3 clusters Score -2.22823e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162420 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -22282390.000000 Penalty: 5955.341309
	Iteration 41Q: 3 clusters Score -2.228239e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162515 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -22282416.000000 Penalty: 5955.341309
	Iteration 42Q: 3 clusters Score -2.228242e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162580 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -22282432.000000 Penalty: 5955.341309
	Iteration 43Q: 3 clusters Score -2.228243e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162625 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -22282432.000000 Penalty: 5955.341309
	Iteration 44Q: 3 clusters Score -2.228243e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162666 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -22282448.000000 Penalty: 5955.341309
	Iteration 45Q: 3 clusters Score -2.228245e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162687 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -22282442.000000 Penalty: 5955.341309
	Iteration 46Q: 3 clusters Score -2.228244e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162710 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -22282432.000000 Penalty: 5955.341309
	Iteration 47Q: 3 clusters Score -2.228243e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162740 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -22282430.000000 Penalty: 5955.341309
	Iteration 48Q: 3 clusters Score -2.228243e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162757 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -22282452.000000 Penalty: 5955.341309
	Iteration 49Q: 3 clusters Score -2.228245e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162763 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -22282466.000000 Penalty: 5955.341309
	Iteration 50Q: 3 clusters Score -2.228247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162767 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -22282464.000000 Penalty: 5955.341309
	Iteration 51Q: 3 clusters Score -2.228246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162775 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -22282470.000000 Penalty: 5955.341309
	Iteration 52Q: 3 clusters Score -2.228247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162784 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -22282462.000000 Penalty: 5955.341309
	Iteration 53Q: 3 clusters Score -2.228246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162796 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -22282456.000000 Penalty: 5955.341309
	Iteration 54Q: 3 clusters Score -2.228246e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162807 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -22282454.000000 Penalty: 5955.341309
	Iteration 55Q: 3 clusters Score -2.228245e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162820 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -22282480.000000 Penalty: 5955.341309
	Iteration 56Q: 3 clusters Score -2.228248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162821 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -22282478.000000 Penalty: 5955.341309
	Iteration 57Q: 3 clusters Score -2.228248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162824 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -22282494.000000 Penalty: 5955.341309
	Iteration 58Q: 3 clusters Score -2.228249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162831 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -22282500.000000 Penalty: 5955.341309
	Iteration 59Q: 3 clusters Score -2.22825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162837 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -22282506.000000 Penalty: 5955.341309
	Iteration 60F: 3 clusters Score -2.228251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162845 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -22282514.000000 Penalty: 5955.341309
	Iteration 61Q: 3 clusters Score -2.228251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162855 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -22282508.000000 Penalty: 5955.341309
	Iteration 62Q: 3 clusters Score -2.228251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162861 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -22282512.000000 Penalty: 5955.341309
	Iteration 63Q: 3 clusters Score -2.228251e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162868 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -22282516.000000 Penalty: 5955.341309
	Iteration 64Q: 3 clusters Score -2.228252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162870 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -22282526.000000 Penalty: 5955.341309
	Iteration 65Q: 3 clusters Score -2.228253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162873 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -22282508.000000 Penalty: 5955.341309
	Iteration 66Q: 3 clusters Score -2.228251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162880 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -22282506.000000 Penalty: 5955.341309
	Iteration 67Q: 3 clusters Score -2.228251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162884 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -22282514.000000 Penalty: 5955.341309
	Iteration 68Q: 3 clusters Score -2.228251e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162887 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -22282522.000000 Penalty: 5955.341309
	Iteration 69Q: 3 clusters Score -2.228252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162897 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -22282520.000000 Penalty: 5955.341309
	Iteration 70Q: 3 clusters Score -2.228252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162903 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -22282498.000000 Penalty: 5955.341309
	Iteration 71Q: 3 clusters Score -2.22825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162906 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -22282518.000000 Penalty: 5955.341309
	Iteration 72Q: 3 clusters Score -2.228252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162911 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -22282520.000000 Penalty: 5955.341309
	Iteration 73Q: 3 clusters Score -2.228252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162917 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -22282536.000000 Penalty: 5955.341309
	Iteration 74Q: 3 clusters Score -2.228254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162922 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -22282538.000000 Penalty: 5955.341309
	Iteration 75Q: 3 clusters Score -2.228254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162931 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -22282546.000000 Penalty: 5955.341309
	Iteration 76Q: 3 clusters Score -2.228255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162936 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -22282538.000000 Penalty: 5955.341309
	Iteration 77Q: 3 clusters Score -2.228254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162943 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -22282546.000000 Penalty: 5955.341309
	Iteration 78Q: 3 clusters Score -2.228255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162944 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -22282568.000000 Penalty: 5955.341309
	Iteration 79Q: 3 clusters Score -2.228257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162944 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -22282560.000000 Penalty: 5955.341309
	Iteration 80F: 3 clusters Score -2.228256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162944 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -22282552.000000 Penalty: 5955.341309
	Iteration 81Q: 3 clusters Score -2.228255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162943 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -22282552.000000 Penalty: 5955.341309
	Iteration 82Q: 3 clusters Score -2.228255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162942 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -22282556.000000 Penalty: 5955.341309
	Iteration 83Q: 3 clusters Score -2.228256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162940 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -22282552.000000 Penalty: 5955.341309
	Iteration 84Q: 3 clusters Score -2.228255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162939 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -22282548.000000 Penalty: 5955.341309
	Iteration 85Q: 3 clusters Score -2.228255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162941 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -22282566.000000 Penalty: 5955.341309
	Iteration 86Q: 3 clusters Score -2.228257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162943 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -22282562.000000 Penalty: 5955.341309
	Iteration 87Q: 3 clusters Score -2.228256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162944 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -22282574.000000 Penalty: 5955.341309
	Iteration 88Q: 3 clusters Score -2.228257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162946 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -22282572.000000 Penalty: 5955.341309
	Iteration 89Q: 3 clusters Score -2.228257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162948 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -22282578.000000 Penalty: 5955.341309
	Iteration 90Q: 3 clusters Score -2.228258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162951 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -22282588.000000 Penalty: 5955.341309
	Iteration 91Q: 3 clusters Score -2.228259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162953 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -22282578.000000 Penalty: 5955.341309
	Iteration 92Q: 3 clusters Score -2.228258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162955 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -22282576.000000 Penalty: 5955.341309
	Iteration 93Q: 3 clusters Score -2.228258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162957 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -22282566.000000 Penalty: 5955.341309
	Iteration 94Q: 3 clusters Score -2.228257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162959 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -22282566.000000 Penalty: 5955.341309
	Iteration 95Q: 3 clusters Score -2.228257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162959 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -22282568.000000 Penalty: 5955.341309
	Iteration 96Q: 3 clusters Score -2.228257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162960 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -22282564.000000 Penalty: 5955.341309
	Iteration 97Q: 3 clusters Score -2.228256e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162960 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -22282564.000000 Penalty: 5955.341309
	Iteration 98F: 3 clusters Score -2.228256e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (119855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119855 members 
Entering Unmasked Estep 
Score: -15525132.000000 Penalty: 2900.121582
	Iteration 0F: 2 clusters Score -1.552513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60117 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -15445022.000000 Penalty: 5800.243164
	Iteration 0F: 3 clusters Score -1.544502e+07 nChanged 56916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63967 members 
Mstep: Class 2 contains 55888 members 
Entering Unmasked Estep 
Score: -15478142.000000 Penalty: 5800.243164
	Iteration 1F: 3 clusters Score -1.547814e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66805 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -15480076.000000 Penalty: 5800.243164
	Iteration 2Q: 3 clusters Score -1.548008e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71002 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -15483230.000000 Penalty: 5800.243164
	Iteration 3F: 3 clusters Score -1.548323e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76849 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -15488745.000000 Penalty: 5800.243164
	Iteration 4F: 3 clusters Score -1.548874e+07 nChanged 9317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83684 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -15495407.000000 Penalty: 5800.243164
	Iteration 5F: 3 clusters Score -1.549541e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90404 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -15501617.000000 Penalty: 5800.243164
	Iteration 6F: 3 clusters Score -1.550162e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96527 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -15506796.000000 Penalty: 5800.243164
	Iteration 7F: 3 clusters Score -1.55068e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102188 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -15511058.000000 Penalty: 5800.243164
	Iteration 8F: 3 clusters Score -1.551106e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107107 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -15514494.000000 Penalty: 5800.243164
	Iteration 9Q: 3 clusters Score -1.551449e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111204 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -15517432.000000 Penalty: 5800.243164
	Iteration 10Q: 3 clusters Score -1.551743e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114299 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -15519523.000000 Penalty: 5800.243164
	Iteration 11Q: 3 clusters Score -1.551952e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116424 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -15520907.000000 Penalty: 5800.243164
	Iteration 12Q: 3 clusters Score -1.552091e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117740 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -15521784.000000 Penalty: 5800.243164
	Iteration 13Q: 3 clusters Score -1.552178e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118442 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -15522334.000000 Penalty: 5800.243164
	Iteration 14Q: 3 clusters Score -1.552233e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118823 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -15522583.000000 Penalty: 5800.243164
	Iteration 15Q: 3 clusters Score -1.552258e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119031 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -15522704.000000 Penalty: 5800.243164
	Iteration 16Q: 3 clusters Score -1.55227e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119145 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -15522815.000000 Penalty: 5800.243164
	Iteration 17Q: 3 clusters Score -1.552282e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119218 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -15522875.000000 Penalty: 5800.243164
	Iteration 18Q: 3 clusters Score -1.552288e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119262 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -15522892.000000 Penalty: 5800.243164
	Iteration 19Q: 3 clusters Score -1.552289e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119295 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -15522913.000000 Penalty: 5800.243164
	Iteration 20F: 3 clusters Score -1.552291e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119321 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -15522941.000000 Penalty: 5800.243164
	Iteration 21Q: 3 clusters Score -1.552294e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119340 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -15522935.000000 Penalty: 5800.243164
	Iteration 22Q: 3 clusters Score -1.552294e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119350 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -15522956.000000 Penalty: 5800.243164
	Iteration 23Q: 3 clusters Score -1.552296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119353 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -15522962.000000 Penalty: 5800.243164
	Iteration 24Q: 3 clusters Score -1.552296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119359 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -15522953.000000 Penalty: 5800.243164
	Iteration 25Q: 3 clusters Score -1.552295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119362 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -15522961.000000 Penalty: 5800.243164
	Iteration 26Q: 3 clusters Score -1.552296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119367 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -15522954.000000 Penalty: 5800.243164
	Iteration 27Q: 3 clusters Score -1.552295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119372 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -15522950.000000 Penalty: 5800.243164
	Iteration 28Q: 3 clusters Score -1.552295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119377 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -15522952.000000 Penalty: 5800.243164
	Iteration 29Q: 3 clusters Score -1.552295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119382 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -15522961.000000 Penalty: 5800.243164
	Iteration 30Q: 3 clusters Score -1.552296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119388 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -15522956.000000 Penalty: 5800.243164
	Iteration 31Q: 3 clusters Score -1.552296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119392 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -15522966.000000 Penalty: 5800.243164
	Iteration 32Q: 3 clusters Score -1.552297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119394 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -15522956.000000 Penalty: 5800.243164
	Iteration 33Q: 3 clusters Score -1.552296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119396 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -15522965.000000 Penalty: 5800.243164
	Iteration 34Q: 3 clusters Score -1.552296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119399 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -15522960.000000 Penalty: 5800.243164
	Iteration 35Q: 3 clusters Score -1.552296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119399 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -15522963.000000 Penalty: 5800.243164
	Iteration 36Q: 3 clusters Score -1.552296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119400 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -15522967.000000 Penalty: 5800.243164
	Iteration 37Q: 3 clusters Score -1.552297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119403 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -15522974.000000 Penalty: 5800.243164
	Iteration 38Q: 3 clusters Score -1.552297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119404 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -15522970.000000 Penalty: 5800.243164
	Iteration 39Q: 3 clusters Score -1.552297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119405 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -15522966.000000 Penalty: 5800.243164
	Iteration 40F: 3 clusters Score -1.552297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (157153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157153 members 
Entering Unmasked Estep 
Score: -20914182.000000 Penalty: 2967.313965
	Iteration 0F: 2 clusters Score -2.091418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78446 members 
Mstep: Class 2 contains 78707 members 
Entering Unmasked Estep 
Score: -20810628.000000 Penalty: 5934.627930
	Iteration 0F: 3 clusters Score -2.081063e+07 nChanged 75236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76224 members 
Mstep: Class 2 contains 80929 members 
Entering Unmasked Estep 
Score: -20854074.000000 Penalty: 5934.627930
	Iteration 1F: 3 clusters Score -2.085407e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74272 members 
Mstep: Class 2 contains 82881 members 
Entering Unmasked Estep 
Score: -20855720.000000 Penalty: 5934.627930
	Iteration 2Q: 3 clusters Score -2.085572e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71105 members 
Mstep: Class 2 contains 86048 members 
Entering Unmasked Estep 
Score: -20858376.000000 Penalty: 5934.627930
	Iteration 3Q: 3 clusters Score -2.085838e+07 nChanged 8664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66109 members 
Mstep: Class 2 contains 91044 members 
Entering Unmasked Estep 
Score: -20863296.000000 Penalty: 5934.627930
	Iteration 4F: 3 clusters Score -2.08633e+07 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58702 members 
Mstep: Class 2 contains 98451 members 
Entering Unmasked Estep 
Score: -20870914.000000 Penalty: 5934.627930
	Iteration 5F: 3 clusters Score -2.087091e+07 nChanged 12860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 107561 members 
Entering Unmasked Estep 
Score: -20881198.000000 Penalty: 5934.627930
	Iteration 6F: 3 clusters Score -2.08812e+07 nChanged 12250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 116497 members 
Entering Unmasked Estep 
Score: -20892292.000000 Penalty: 5934.627930
	Iteration 7F: 3 clusters Score -2.089229e+07 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 122879 members 
Entering Unmasked Estep 
Score: -20900526.000000 Penalty: 5934.627930
	Iteration 8F: 3 clusters Score -2.090053e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 126644 members 
Entering Unmasked Estep 
Score: -20904350.000000 Penalty: 5934.627930
	Iteration 9Q: 3 clusters Score -2.090435e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 129503 members 
Entering Unmasked Estep 
Score: -20906118.000000 Penalty: 5934.627930
	Iteration 10Q: 3 clusters Score -2.090612e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 131893 members 
Entering Unmasked Estep 
Score: -20907318.000000 Penalty: 5934.627930
	Iteration 11Q: 3 clusters Score -2.090732e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 134083 members 
Entering Unmasked Estep 
Score: -20908290.000000 Penalty: 5934.627930
	Iteration 12Q: 3 clusters Score -2.090829e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 136084 members 
Entering Unmasked Estep 
Score: -20909168.000000 Penalty: 5934.627930
	Iteration 13Q: 3 clusters Score -2.090917e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 137943 members 
Entering Unmasked Estep 
Score: -20909916.000000 Penalty: 5934.627930
	Iteration 14Q: 3 clusters Score -2.090992e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 139617 members 
Entering Unmasked Estep 
Score: -20910406.000000 Penalty: 5934.627930
	Iteration 15Q: 3 clusters Score -2.091041e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 141151 members 
Entering Unmasked Estep 
Score: -20911060.000000 Penalty: 5934.627930
	Iteration 16Q: 3 clusters Score -2.091106e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 142462 members 
Entering Unmasked Estep 
Score: -20911582.000000 Penalty: 5934.627930
	Iteration 17Q: 3 clusters Score -2.091158e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 143645 members 
Entering Unmasked Estep 
Score: -20911868.000000 Penalty: 5934.627930
	Iteration 18Q: 3 clusters Score -2.091187e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 144774 members 
Entering Unmasked Estep 
Score: -20912304.000000 Penalty: 5934.627930
	Iteration 19Q: 3 clusters Score -2.09123e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 145806 members 
Entering Unmasked Estep 
Score: -20912654.000000 Penalty: 5934.627930
	Iteration 20F: 3 clusters Score -2.091265e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 146752 members 
Entering Unmasked Estep 
Score: -20912952.000000 Penalty: 5934.627930
	Iteration 21Q: 3 clusters Score -2.091295e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 147599 members 
Entering Unmasked Estep 
Score: -20913198.000000 Penalty: 5934.627930
	Iteration 22Q: 3 clusters Score -2.09132e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 148383 members 
Entering Unmasked Estep 
Score: -20913306.000000 Penalty: 5934.627930
	Iteration 23Q: 3 clusters Score -2.091331e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 149060 members 
Entering Unmasked Estep 
Score: -20913430.000000 Penalty: 5934.627930
	Iteration 24Q: 3 clusters Score -2.091343e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 149669 members 
Entering Unmasked Estep 
Score: -20913694.000000 Penalty: 5934.627930
	Iteration 25Q: 3 clusters Score -2.091369e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 150223 members 
Entering Unmasked Estep 
Score: -20913692.000000 Penalty: 5934.627930
	Iteration 26Q: 3 clusters Score -2.091369e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 150706 members 
Entering Unmasked Estep 
Score: -20913720.000000 Penalty: 5934.627930
	Iteration 27Q: 3 clusters Score -2.091372e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 151105 members 
Entering Unmasked Estep 
Score: -20913722.000000 Penalty: 5934.627930
	Iteration 28Q: 3 clusters Score -2.091372e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 151501 members 
Entering Unmasked Estep 
Score: -20913788.000000 Penalty: 5934.627930
	Iteration 29Q: 3 clusters Score -2.091379e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 151842 members 
Entering Unmasked Estep 
Score: -20913754.000000 Penalty: 5934.627930
	Iteration 30Q: 3 clusters Score -2.091375e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 152128 members 
Entering Unmasked Estep 
Score: -20913782.000000 Penalty: 5934.627930
	Iteration 31Q: 3 clusters Score -2.091378e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 152383 members 
Entering Unmasked Estep 
Score: -20913786.000000 Penalty: 5934.627930
	Iteration 32Q: 3 clusters Score -2.091379e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 152609 members 
Entering Unmasked Estep 
Score: -20913816.000000 Penalty: 5934.627930
	Iteration 33Q: 3 clusters Score -2.091382e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 152815 members 
Entering Unmasked Estep 
Score: -20913806.000000 Penalty: 5934.627930
	Iteration 34Q: 3 clusters Score -2.091381e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 152981 members 
Entering Unmasked Estep 
Score: -20913776.000000 Penalty: 5934.627930
	Iteration 35Q: 3 clusters Score -2.091378e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 153111 members 
Entering Unmasked Estep 
Score: -20913764.000000 Penalty: 5934.627930
	Iteration 36Q: 3 clusters Score -2.091376e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 153214 members 
Entering Unmasked Estep 
Score: -20913766.000000 Penalty: 5934.627930
	Iteration 37Q: 3 clusters Score -2.091377e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 153294 members 
Entering Unmasked Estep 
Score: -20913770.000000 Penalty: 5934.627930
	Iteration 38Q: 3 clusters Score -2.091377e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 153363 members 
Entering Unmasked Estep 
Score: -20913772.000000 Penalty: 5934.627930
	Iteration 39Q: 3 clusters Score -2.091377e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 153435 members 
Entering Unmasked Estep 
Score: -20913772.000000 Penalty: 5934.627930
	Iteration 40F: 3 clusters Score -2.091377e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 153495 members 
Entering Unmasked Estep 
Score: -20913780.000000 Penalty: 5934.627930
	Iteration 41Q: 3 clusters Score -2.091378e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 153553 members 
Entering Unmasked Estep 
Score: -20913764.000000 Penalty: 5934.627930
	Iteration 42Q: 3 clusters Score -2.091376e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 153600 members 
Entering Unmasked Estep 
Score: -20913752.000000 Penalty: 5934.627930
	Iteration 43Q: 3 clusters Score -2.091375e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 153645 members 
Entering Unmasked Estep 
Score: -20913764.000000 Penalty: 5934.627930
	Iteration 44Q: 3 clusters Score -2.091376e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 153676 members 
Entering Unmasked Estep 
Score: -20913786.000000 Penalty: 5934.627930
	Iteration 45Q: 3 clusters Score -2.091379e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 153703 members 
Entering Unmasked Estep 
Score: -20913768.000000 Penalty: 5934.627930
	Iteration 46Q: 3 clusters Score -2.091377e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 153725 members 
Entering Unmasked Estep 
Score: -20913790.000000 Penalty: 5934.627930
	Iteration 47Q: 3 clusters Score -2.091379e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 153745 members 
Entering Unmasked Estep 
Score: -20913790.000000 Penalty: 5934.627930
	Iteration 48Q: 3 clusters Score -2.091379e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 153770 members 
Entering Unmasked Estep 
Score: -20913818.000000 Penalty: 5934.627930
	Iteration 49Q: 3 clusters Score -2.091382e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 153791 members 
Entering Unmasked Estep 
Score: -20913832.000000 Penalty: 5934.627930
	Iteration 50Q: 3 clusters Score -2.091383e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 153816 members 
Entering Unmasked Estep 
Score: -20913844.000000 Penalty: 5934.627930
	Iteration 51Q: 3 clusters Score -2.091384e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 153834 members 
Entering Unmasked Estep 
Score: -20913858.000000 Penalty: 5934.627930
	Iteration 52Q: 3 clusters Score -2.091386e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 153846 members 
Entering Unmasked Estep 
Score: -20913854.000000 Penalty: 5934.627930
	Iteration 53Q: 3 clusters Score -2.091385e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 153861 members 
Entering Unmasked Estep 
Score: -20913848.000000 Penalty: 5934.627930
	Iteration 54Q: 3 clusters Score -2.091385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 153869 members 
Entering Unmasked Estep 
Score: -20913848.000000 Penalty: 5934.627930
	Iteration 55Q: 3 clusters Score -2.091385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 153872 members 
Entering Unmasked Estep 
Score: -20913842.000000 Penalty: 5934.627930
	Iteration 56Q: 3 clusters Score -2.091384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 153878 members 
Entering Unmasked Estep 
Score: -20913836.000000 Penalty: 5934.627930
	Iteration 57Q: 3 clusters Score -2.091384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 153887 members 
Entering Unmasked Estep 
Score: -20913850.000000 Penalty: 5934.627930
	Iteration 58Q: 3 clusters Score -2.091385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 153896 members 
Entering Unmasked Estep 
Score: -20913846.000000 Penalty: 5934.627930
	Iteration 59Q: 3 clusters Score -2.091385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 153902 members 
Entering Unmasked Estep 
Score: -20913848.000000 Penalty: 5934.627930
	Iteration 60F: 3 clusters Score -2.091385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 153905 members 
Entering Unmasked Estep 
Score: -20913850.000000 Penalty: 5934.627930
	Iteration 61Q: 3 clusters Score -2.091385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 153907 members 
Entering Unmasked Estep 
Score: -20913852.000000 Penalty: 5934.627930
	Iteration 62Q: 3 clusters Score -2.091385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 153909 members 
Entering Unmasked Estep 
Score: -20913856.000000 Penalty: 5934.627930
	Iteration 63Q: 3 clusters Score -2.091386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 153911 members 
Entering Unmasked Estep 
Score: -20913848.000000 Penalty: 5934.627930
	Iteration 64Q: 3 clusters Score -2.091385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 153913 members 
Entering Unmasked Estep 
Score: -20913850.000000 Penalty: 5934.627930
	Iteration 65Q: 3 clusters Score -2.091385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 153916 members 
Entering Unmasked Estep 
Score: -20913862.000000 Penalty: 5934.627930
	Iteration 66Q: 3 clusters Score -2.091386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 153918 members 
Entering Unmasked Estep 
Score: -20913856.000000 Penalty: 5934.627930
	Iteration 67Q: 3 clusters Score -2.091386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 153919 members 
Entering Unmasked Estep 
Score: -20913846.000000 Penalty: 5934.627930
	Iteration 68Q: 3 clusters Score -2.091385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 153919 members 
Entering Unmasked Estep 
Score: -20913846.000000 Penalty: 5934.627930
	Iteration 69F: 3 clusters Score -2.091385e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (154782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154782 members 
Entering Unmasked Estep 
Score: -20604474.000000 Penalty: 2963.543701
	Iteration 0F: 2 clusters Score -2.060447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77426 members 
Mstep: Class 2 contains 77356 members 
Entering Unmasked Estep 
Score: -20501766.000000 Penalty: 5927.087402
	Iteration 0F: 3 clusters Score -2.050177e+07 nChanged 74000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80432 members 
Mstep: Class 2 contains 74350 members 
Entering Unmasked Estep 
Score: -20546062.000000 Penalty: 5927.087402
	Iteration 1F: 3 clusters Score -2.054606e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82623 members 
Mstep: Class 2 contains 72159 members 
Entering Unmasked Estep 
Score: -20548848.000000 Penalty: 5927.087402
	Iteration 2Q: 3 clusters Score -2.054885e+07 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86005 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -20553080.000000 Penalty: 5927.087402
	Iteration 3F: 3 clusters Score -2.055308e+07 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90495 members 
Mstep: Class 2 contains 64287 members 
Entering Unmasked Estep 
Score: -20558546.000000 Penalty: 5927.087402
	Iteration 4F: 3 clusters Score -2.055855e+07 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95871 members 
Mstep: Class 2 contains 58911 members 
Entering Unmasked Estep 
Score: -20564916.000000 Penalty: 5927.087402
	Iteration 5F: 3 clusters Score -2.056492e+07 nChanged 10697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101832 members 
Mstep: Class 2 contains 52950 members 
Entering Unmasked Estep 
Score: -20571166.000000 Penalty: 5927.087402
	Iteration 6F: 3 clusters Score -2.057117e+07 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107823 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -20577192.000000 Penalty: 5927.087402
	Iteration 7F: 3 clusters Score -2.057719e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113384 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -20583094.000000 Penalty: 5927.087402
	Iteration 8F: 3 clusters Score -2.058309e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118171 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -20588476.000000 Penalty: 5927.087402
	Iteration 9Q: 3 clusters Score -2.058848e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121733 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -20592126.000000 Penalty: 5927.087402
	Iteration 10Q: 3 clusters Score -2.059213e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124409 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -20594078.000000 Penalty: 5927.087402
	Iteration 11Q: 3 clusters Score -2.059408e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126669 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -20595254.000000 Penalty: 5927.087402
	Iteration 12Q: 3 clusters Score -2.059525e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128693 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -20596044.000000 Penalty: 5927.087402
	Iteration 13Q: 3 clusters Score -2.059604e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130681 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -20596696.000000 Penalty: 5927.087402
	Iteration 14Q: 3 clusters Score -2.05967e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132550 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -20597358.000000 Penalty: 5927.087402
	Iteration 15Q: 3 clusters Score -2.059736e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134297 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -20597968.000000 Penalty: 5927.087402
	Iteration 16Q: 3 clusters Score -2.059797e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136024 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -20598598.000000 Penalty: 5927.087402
	Iteration 17Q: 3 clusters Score -2.05986e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137668 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -20599264.000000 Penalty: 5927.087402
	Iteration 18Q: 3 clusters Score -2.059926e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139188 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -20599816.000000 Penalty: 5927.087402
	Iteration 19Q: 3 clusters Score -2.059982e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140519 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -20600284.000000 Penalty: 5927.087402
	Iteration 20F: 3 clusters Score -2.060028e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141734 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -20600936.000000 Penalty: 5927.087402
	Iteration 21Q: 3 clusters Score -2.060094e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142884 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -20601456.000000 Penalty: 5927.087402
	Iteration 22Q: 3 clusters Score -2.060146e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143968 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -20601812.000000 Penalty: 5927.087402
	Iteration 23Q: 3 clusters Score -2.060181e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144940 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -20602098.000000 Penalty: 5927.087402
	Iteration 24Q: 3 clusters Score -2.06021e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145769 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -20602482.000000 Penalty: 5927.087402
	Iteration 25Q: 3 clusters Score -2.060248e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146519 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -20602804.000000 Penalty: 5927.087402
	Iteration 26Q: 3 clusters Score -2.06028e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147165 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -20602994.000000 Penalty: 5927.087402
	Iteration 27Q: 3 clusters Score -2.060299e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147759 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -20603136.000000 Penalty: 5927.087402
	Iteration 28Q: 3 clusters Score -2.060314e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148309 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -20603376.000000 Penalty: 5927.087402
	Iteration 29Q: 3 clusters Score -2.060338e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148777 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -20603524.000000 Penalty: 5927.087402
	Iteration 30Q: 3 clusters Score -2.060352e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149196 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -20603566.000000 Penalty: 5927.087402
	Iteration 31Q: 3 clusters Score -2.060357e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149541 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -20603694.000000 Penalty: 5927.087402
	Iteration 32Q: 3 clusters Score -2.060369e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149837 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -20603746.000000 Penalty: 5927.087402
	Iteration 33Q: 3 clusters Score -2.060375e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150080 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -20603756.000000 Penalty: 5927.087402
	Iteration 34Q: 3 clusters Score -2.060376e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150269 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -20603752.000000 Penalty: 5927.087402
	Iteration 35Q: 3 clusters Score -2.060375e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150453 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -20603772.000000 Penalty: 5927.087402
	Iteration 36Q: 3 clusters Score -2.060377e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150601 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -20603784.000000 Penalty: 5927.087402
	Iteration 37Q: 3 clusters Score -2.060378e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150749 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -20603846.000000 Penalty: 5927.087402
	Iteration 38Q: 3 clusters Score -2.060385e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150856 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -20603858.000000 Penalty: 5927.087402
	Iteration 39Q: 3 clusters Score -2.060386e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150946 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -20603854.000000 Penalty: 5927.087402
	Iteration 40F: 3 clusters Score -2.060385e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151041 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -20603854.000000 Penalty: 5927.087402
	Iteration 41Q: 3 clusters Score -2.060385e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151118 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -20603872.000000 Penalty: 5927.087402
	Iteration 42Q: 3 clusters Score -2.060387e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151179 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -20603834.000000 Penalty: 5927.087402
	Iteration 43Q: 3 clusters Score -2.060383e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151235 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -20603822.000000 Penalty: 5927.087402
	Iteration 44Q: 3 clusters Score -2.060382e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151271 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -20603828.000000 Penalty: 5927.087402
	Iteration 45Q: 3 clusters Score -2.060383e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151292 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -20603832.000000 Penalty: 5927.087402
	Iteration 46Q: 3 clusters Score -2.060383e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151316 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -20603826.000000 Penalty: 5927.087402
	Iteration 47Q: 3 clusters Score -2.060383e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151334 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -20603816.000000 Penalty: 5927.087402
	Iteration 48Q: 3 clusters Score -2.060382e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151345 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -20603812.000000 Penalty: 5927.087402
	Iteration 49Q: 3 clusters Score -2.060381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151352 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -20603828.000000 Penalty: 5927.087402
	Iteration 50Q: 3 clusters Score -2.060383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151357 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -20603814.000000 Penalty: 5927.087402
	Iteration 51Q: 3 clusters Score -2.060381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151360 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -20603814.000000 Penalty: 5927.087402
	Iteration 52Q: 3 clusters Score -2.060381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151362 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -20603820.000000 Penalty: 5927.087402
	Iteration 53Q: 3 clusters Score -2.060382e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151362 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -20603820.000000 Penalty: 5927.087402
	Iteration 54F: 3 clusters Score -2.060382e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (159115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159115 members 
Entering Unmasked Estep 
Score: -21032780.000000 Penalty: 2970.390869
	Iteration 0F: 2 clusters Score -2.103278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79294 members 
Mstep: Class 2 contains 79821 members 
Entering Unmasked Estep 
Score: -20927792.000000 Penalty: 5940.781738
	Iteration 0F: 3 clusters Score -2.092779e+07 nChanged 76158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76758 members 
Mstep: Class 2 contains 82357 members 
Entering Unmasked Estep 
Score: -20972532.000000 Penalty: 5940.781738
	Iteration 1F: 3 clusters Score -2.097253e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75162 members 
Mstep: Class 2 contains 83953 members 
Entering Unmasked Estep 
Score: -20973408.000000 Penalty: 5940.781738
	Iteration 2Q: 3 clusters Score -2.097341e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72707 members 
Mstep: Class 2 contains 86408 members 
Entering Unmasked Estep 
Score: -20974584.000000 Penalty: 5940.781738
	Iteration 3Q: 3 clusters Score -2.097458e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68953 members 
Mstep: Class 2 contains 90162 members 
Entering Unmasked Estep 
Score: -20976600.000000 Penalty: 5940.781738
	Iteration 4Q: 3 clusters Score -2.09766e+07 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63305 members 
Mstep: Class 2 contains 95810 members 
Entering Unmasked Estep 
Score: -20980092.000000 Penalty: 5940.781738
	Iteration 5Q: 3 clusters Score -2.098009e+07 nChanged 10156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 104150 members 
Entering Unmasked Estep 
Score: -20986740.000000 Penalty: 5940.781738
	Iteration 6F: 3 clusters Score -2.098674e+07 nChanged 12901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 115299 members 
Entering Unmasked Estep 
Score: -20997398.000000 Penalty: 5940.781738
	Iteration 7F: 3 clusters Score -2.09974e+07 nChanged 13718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 127563 members 
Entering Unmasked Estep 
Score: -21009590.000000 Penalty: 5940.781738
	Iteration 8F: 3 clusters Score -2.100959e+07 nChanged 10836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 137253 members 
Entering Unmasked Estep 
Score: -21020178.000000 Penalty: 5940.781738
	Iteration 9F: 3 clusters Score -2.102018e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 142952 members 
Entering Unmasked Estep 
Score: -21027328.000000 Penalty: 5940.781738
	Iteration 10Q: 3 clusters Score -2.102733e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 145563 members 
Entering Unmasked Estep 
Score: -21030624.000000 Penalty: 5940.781738
	Iteration 11Q: 3 clusters Score -2.103062e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 146932 members 
Entering Unmasked Estep 
Score: -21031880.000000 Penalty: 5940.781738
	Iteration 12Q: 3 clusters Score -2.103188e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 147902 members 
Entering Unmasked Estep 
Score: -21032534.000000 Penalty: 5940.781738
	Iteration 13Q: 3 clusters Score -2.103253e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 148659 members 
Entering Unmasked Estep 
Score: -21032888.000000 Penalty: 5940.781738
	Iteration 14Q: 3 clusters Score -2.103289e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 149359 members 
Entering Unmasked Estep 
Score: -21033204.000000 Penalty: 5940.781738
	Iteration 15Q: 3 clusters Score -2.10332e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 149941 members 
Entering Unmasked Estep 
Score: -21033378.000000 Penalty: 5940.781738
	Iteration 16Q: 3 clusters Score -2.103338e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 150472 members 
Entering Unmasked Estep 
Score: -21033490.000000 Penalty: 5940.781738
	Iteration 17Q: 3 clusters Score -2.103349e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 150912 members 
Entering Unmasked Estep 
Score: -21033592.000000 Penalty: 5940.781738
	Iteration 18Q: 3 clusters Score -2.103359e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 151284 members 
Entering Unmasked Estep 
Score: -21033682.000000 Penalty: 5940.781738
	Iteration 19Q: 3 clusters Score -2.103368e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 151624 members 
Entering Unmasked Estep 
Score: -21033636.000000 Penalty: 5940.781738
	Iteration 20F: 3 clusters Score -2.103364e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 151927 members 
Entering Unmasked Estep 
Score: -21033572.000000 Penalty: 5940.781738
	Iteration 21Q: 3 clusters Score -2.103357e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 152211 members 
Entering Unmasked Estep 
Score: -21033710.000000 Penalty: 5940.781738
	Iteration 22Q: 3 clusters Score -2.103371e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 152468 members 
Entering Unmasked Estep 
Score: -21033742.000000 Penalty: 5940.781738
	Iteration 23Q: 3 clusters Score -2.103374e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 152712 members 
Entering Unmasked Estep 
Score: -21033712.000000 Penalty: 5940.781738
	Iteration 24Q: 3 clusters Score -2.103371e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 152926 members 
Entering Unmasked Estep 
Score: -21033712.000000 Penalty: 5940.781738
	Iteration 25Q: 3 clusters Score -2.103371e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 153100 members 
Entering Unmasked Estep 
Score: -21033684.000000 Penalty: 5940.781738
	Iteration 26Q: 3 clusters Score -2.103368e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 153261 members 
Entering Unmasked Estep 
Score: -21033712.000000 Penalty: 5940.781738
	Iteration 27Q: 3 clusters Score -2.103371e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 153406 members 
Entering Unmasked Estep 
Score: -21033754.000000 Penalty: 5940.781738
	Iteration 28Q: 3 clusters Score -2.103375e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 153542 members 
Entering Unmasked Estep 
Score: -21033764.000000 Penalty: 5940.781738
	Iteration 29Q: 3 clusters Score -2.103376e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 153650 members 
Entering Unmasked Estep 
Score: -21033750.000000 Penalty: 5940.781738
	Iteration 30Q: 3 clusters Score -2.103375e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 153748 members 
Entering Unmasked Estep 
Score: -21033750.000000 Penalty: 5940.781738
	Iteration 31Q: 3 clusters Score -2.103375e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 153840 members 
Entering Unmasked Estep 
Score: -21033758.000000 Penalty: 5940.781738
	Iteration 32Q: 3 clusters Score -2.103376e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 153931 members 
Entering Unmasked Estep 
Score: -21033770.000000 Penalty: 5940.781738
	Iteration 33Q: 3 clusters Score -2.103377e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 154013 members 
Entering Unmasked Estep 
Score: -21033786.000000 Penalty: 5940.781738
	Iteration 34Q: 3 clusters Score -2.103379e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 154087 members 
Entering Unmasked Estep 
Score: -21033794.000000 Penalty: 5940.781738
	Iteration 35Q: 3 clusters Score -2.103379e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 154143 members 
Entering Unmasked Estep 
Score: -21033780.000000 Penalty: 5940.781738
	Iteration 36Q: 3 clusters Score -2.103378e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 154194 members 
Entering Unmasked Estep 
Score: -21033754.000000 Penalty: 5940.781738
	Iteration 37Q: 3 clusters Score -2.103375e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 154239 members 
Entering Unmasked Estep 
Score: -21033744.000000 Penalty: 5940.781738
	Iteration 38Q: 3 clusters Score -2.103374e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 154284 members 
Entering Unmasked Estep 
Score: -21033742.000000 Penalty: 5940.781738
	Iteration 39Q: 3 clusters Score -2.103374e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 154317 members 
Entering Unmasked Estep 
Score: -21033736.000000 Penalty: 5940.781738
	Iteration 40F: 3 clusters Score -2.103374e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 154353 members 
Entering Unmasked Estep 
Score: -21033736.000000 Penalty: 5940.781738
	Iteration 41Q: 3 clusters Score -2.103374e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 154390 members 
Entering Unmasked Estep 
Score: -21033730.000000 Penalty: 5940.781738
	Iteration 42Q: 3 clusters Score -2.103373e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 154426 members 
Entering Unmasked Estep 
Score: -21033724.000000 Penalty: 5940.781738
	Iteration 43Q: 3 clusters Score -2.103372e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 154462 members 
Entering Unmasked Estep 
Score: -21033720.000000 Penalty: 5940.781738
	Iteration 44Q: 3 clusters Score -2.103372e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 154504 members 
Entering Unmasked Estep 
Score: -21033726.000000 Penalty: 5940.781738
	Iteration 45Q: 3 clusters Score -2.103373e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 154554 members 
Entering Unmasked Estep 
Score: -21033726.000000 Penalty: 5940.781738
	Iteration 46Q: 3 clusters Score -2.103373e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 154583 members 
Entering Unmasked Estep 
Score: -21033748.000000 Penalty: 5940.781738
	Iteration 47Q: 3 clusters Score -2.103375e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 154617 members 
Entering Unmasked Estep 
Score: -21033746.000000 Penalty: 5940.781738
	Iteration 48Q: 3 clusters Score -2.103375e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 154641 members 
Entering Unmasked Estep 
Score: -21033762.000000 Penalty: 5940.781738
	Iteration 49Q: 3 clusters Score -2.103376e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 154659 members 
Entering Unmasked Estep 
Score: -21033776.000000 Penalty: 5940.781738
	Iteration 50Q: 3 clusters Score -2.103378e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 154680 members 
Entering Unmasked Estep 
Score: -21033738.000000 Penalty: 5940.781738
	Iteration 51Q: 3 clusters Score -2.103374e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 154706 members 
Entering Unmasked Estep 
Score: -21033722.000000 Penalty: 5940.781738
	Iteration 52Q: 3 clusters Score -2.103372e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 154725 members 
Entering Unmasked Estep 
Score: -21033732.000000 Penalty: 5940.781738
	Iteration 53Q: 3 clusters Score -2.103373e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 154741 members 
Entering Unmasked Estep 
Score: -21033740.000000 Penalty: 5940.781738
	Iteration 54Q: 3 clusters Score -2.103374e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 154761 members 
Entering Unmasked Estep 
Score: -21033704.000000 Penalty: 5940.781738
	Iteration 55Q: 3 clusters Score -2.10337e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 154775 members 
Entering Unmasked Estep 
Score: -21033718.000000 Penalty: 5940.781738
	Iteration 56Q: 3 clusters Score -2.103372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 154787 members 
Entering Unmasked Estep 
Score: -21033722.000000 Penalty: 5940.781738
	Iteration 57Q: 3 clusters Score -2.103372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 154799 members 
Entering Unmasked Estep 
Score: -21033722.000000 Penalty: 5940.781738
	Iteration 58Q: 3 clusters Score -2.103372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 154810 members 
Entering Unmasked Estep 
Score: -21033722.000000 Penalty: 5940.781738
	Iteration 59Q: 3 clusters Score -2.103372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 154821 members 
Entering Unmasked Estep 
Score: -21033720.000000 Penalty: 5940.781738
	Iteration 60F: 3 clusters Score -2.103372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 154828 members 
Entering Unmasked Estep 
Score: -21033734.000000 Penalty: 5940.781738
	Iteration 61Q: 3 clusters Score -2.103373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 154832 members 
Entering Unmasked Estep 
Score: -21033748.000000 Penalty: 5940.781738
	Iteration 62Q: 3 clusters Score -2.103375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 154835 members 
Entering Unmasked Estep 
Score: -21033754.000000 Penalty: 5940.781738
	Iteration 63Q: 3 clusters Score -2.103375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 154839 members 
Entering Unmasked Estep 
Score: -21033746.000000 Penalty: 5940.781738
	Iteration 64Q: 3 clusters Score -2.103375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 154847 members 
Entering Unmasked Estep 
Score: -21033736.000000 Penalty: 5940.781738
	Iteration 65Q: 3 clusters Score -2.103374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 154855 members 
Entering Unmasked Estep 
Score: -21033772.000000 Penalty: 5940.781738
	Iteration 66Q: 3 clusters Score -2.103377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 154861 members 
Entering Unmasked Estep 
Score: -21033768.000000 Penalty: 5940.781738
	Iteration 67Q: 3 clusters Score -2.103377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 154868 members 
Entering Unmasked Estep 
Score: -21033780.000000 Penalty: 5940.781738
	Iteration 68Q: 3 clusters Score -2.103378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 154872 members 
Entering Unmasked Estep 
Score: -21033768.000000 Penalty: 5940.781738
	Iteration 69Q: 3 clusters Score -2.103377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 154874 members 
Entering Unmasked Estep 
Score: -21033760.000000 Penalty: 5940.781738
	Iteration 70Q: 3 clusters Score -2.103376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 154877 members 
Entering Unmasked Estep 
Score: -21033762.000000 Penalty: 5940.781738
	Iteration 71Q: 3 clusters Score -2.103376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 154879 members 
Entering Unmasked Estep 
Score: -21033752.000000 Penalty: 5940.781738
	Iteration 72Q: 3 clusters Score -2.103375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 154883 members 
Entering Unmasked Estep 
Score: -21033758.000000 Penalty: 5940.781738
	Iteration 73Q: 3 clusters Score -2.103376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 154886 members 
Entering Unmasked Estep 
Score: -21033748.000000 Penalty: 5940.781738
	Iteration 74Q: 3 clusters Score -2.103375e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 154891 members 
Entering Unmasked Estep 
Score: -21033742.000000 Penalty: 5940.781738
	Iteration 75Q: 3 clusters Score -2.103374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 154895 members 
Entering Unmasked Estep 
Score: -21033736.000000 Penalty: 5940.781738
	Iteration 76Q: 3 clusters Score -2.103374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 154897 members 
Entering Unmasked Estep 
Score: -21033734.000000 Penalty: 5940.781738
	Iteration 77Q: 3 clusters Score -2.103373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 154904 members 
Entering Unmasked Estep 
Score: -21033738.000000 Penalty: 5940.781738
	Iteration 78Q: 3 clusters Score -2.103374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 154906 members 
Entering Unmasked Estep 
Score: -21033744.000000 Penalty: 5940.781738
	Iteration 79Q: 3 clusters Score -2.103374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 154907 members 
Entering Unmasked Estep 
Score: -21033742.000000 Penalty: 5940.781738
	Iteration 80F: 3 clusters Score -2.103374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 115307 members 
Mstep: Class 2 contains 11675 members 
Mstep: Class 3 contains 4109 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 71057 members 
Mstep: Class 6 contains 81933 members 
Mstep: Class 7 contains 432 members 
Mstep: Class 8 contains 500 members 
Mstep: Class 9 contains 161093 members 
Mstep: Class 10 contains 3049 members 
Mstep: Class 11 contains 163855 members 
Mstep: Class 12 contains 119855 members 
Mstep: Class 13 contains 157153 members 
Mstep: Class 14 contains 154782 members 
Mstep: Class 15 contains 4208 members 
Mstep: Class 16 contains 2798 members 
Mstep: Class 17 contains 618 members 
Mstep: Class 18 contains 171318 members 
Mstep: Class 19 contains 472 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 154907 members 
Entering Unmasked Estep 
Score: -180421360.000000 Penalty: 73630.507812
Splitting cluster 15 changes total score from -180416992.000000 to -180421360.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 18 (171318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171318 members 
Entering Unmasked Estep 
Score: -23091260.000000 Penalty: 2988.716797
	Iteration 0F: 2 clusters Score -2.309126e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85794 members 
Mstep: Class 2 contains 85524 members 
Entering Unmasked Estep 
Score: -22979672.000000 Penalty: 5977.433594
	Iteration 0F: 3 clusters Score -2.297967e+07 nChanged 82222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87684 members 
Mstep: Class 2 contains 83634 members 
Entering Unmasked Estep 
Score: -23027338.000000 Penalty: 5977.433594
	Iteration 1F: 3 clusters Score -2.302734e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89287 members 
Mstep: Class 2 contains 82031 members 
Entering Unmasked Estep 
Score: -23028220.000000 Penalty: 5977.433594
	Iteration 2Q: 3 clusters Score -2.302822e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91806 members 
Mstep: Class 2 contains 79512 members 
Entering Unmasked Estep 
Score: -23029650.000000 Penalty: 5977.433594
	Iteration 3Q: 3 clusters Score -2.302965e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95563 members 
Mstep: Class 2 contains 75755 members 
Entering Unmasked Estep 
Score: -23031808.000000 Penalty: 5977.433594
	Iteration 4Q: 3 clusters Score -2.303181e+07 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101196 members 
Mstep: Class 2 contains 70122 members 
Entering Unmasked Estep 
Score: -23035528.000000 Penalty: 5977.433594
	Iteration 5Q: 3 clusters Score -2.303553e+07 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109122 members 
Mstep: Class 2 contains 62196 members 
Entering Unmasked Estep 
Score: -23041714.000000 Penalty: 5977.433594
	Iteration 6F: 3 clusters Score -2.304171e+07 nChanged 12692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119200 members 
Mstep: Class 2 contains 52118 members 
Entering Unmasked Estep 
Score: -23051768.000000 Penalty: 5977.433594
	Iteration 7F: 3 clusters Score -2.305177e+07 nChanged 12834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129154 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -23063812.000000 Penalty: 5977.433594
	Iteration 8F: 3 clusters Score -2.306381e+07 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136108 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -23074102.000000 Penalty: 5977.433594
	Iteration 9F: 3 clusters Score -2.30741e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139766 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -23079850.000000 Penalty: 5977.433594
	Iteration 10Q: 3 clusters Score -2.307985e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141910 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -23082584.000000 Penalty: 5977.433594
	Iteration 11Q: 3 clusters Score -2.308258e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143622 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -23084242.000000 Penalty: 5977.433594
	Iteration 12Q: 3 clusters Score -2.308424e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145101 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -23085376.000000 Penalty: 5977.433594
	Iteration 13Q: 3 clusters Score -2.308538e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146413 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -23086266.000000 Penalty: 5977.433594
	Iteration 14Q: 3 clusters Score -2.308627e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147574 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -23086814.000000 Penalty: 5977.433594
	Iteration 15Q: 3 clusters Score -2.308681e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148591 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -23087414.000000 Penalty: 5977.433594
	Iteration 16Q: 3 clusters Score -2.308741e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149481 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -23087724.000000 Penalty: 5977.433594
	Iteration 17Q: 3 clusters Score -2.308772e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150314 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -23088052.000000 Penalty: 5977.433594
	Iteration 18Q: 3 clusters Score -2.308805e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151069 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -23088224.000000 Penalty: 5977.433594
	Iteration 19Q: 3 clusters Score -2.308822e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151813 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -23088436.000000 Penalty: 5977.433594
	Iteration 20F: 3 clusters Score -2.308844e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152532 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -23088608.000000 Penalty: 5977.433594
	Iteration 21Q: 3 clusters Score -2.308861e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153224 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -23088776.000000 Penalty: 5977.433594
	Iteration 22Q: 3 clusters Score -2.308878e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153859 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -23088938.000000 Penalty: 5977.433594
	Iteration 23Q: 3 clusters Score -2.308894e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154491 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -23088970.000000 Penalty: 5977.433594
	Iteration 24Q: 3 clusters Score -2.308897e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155096 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -23089044.000000 Penalty: 5977.433594
	Iteration 25Q: 3 clusters Score -2.308904e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155706 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -23089194.000000 Penalty: 5977.433594
	Iteration 26Q: 3 clusters Score -2.308919e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156294 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -23089328.000000 Penalty: 5977.433594
	Iteration 27Q: 3 clusters Score -2.308933e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156888 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -23089364.000000 Penalty: 5977.433594
	Iteration 28Q: 3 clusters Score -2.308936e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157504 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -23089450.000000 Penalty: 5977.433594
	Iteration 29Q: 3 clusters Score -2.308945e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158158 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -23089458.000000 Penalty: 5977.433594
	Iteration 30Q: 3 clusters Score -2.308946e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158863 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -23089598.000000 Penalty: 5977.433594
	Iteration 31Q: 3 clusters Score -2.30896e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159498 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -23089676.000000 Penalty: 5977.433594
	Iteration 32Q: 3 clusters Score -2.308968e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160091 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -23089664.000000 Penalty: 5977.433594
	Iteration 33Q: 3 clusters Score -2.308966e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160668 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -23089638.000000 Penalty: 5977.433594
	Iteration 34Q: 3 clusters Score -2.308964e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161239 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -23089600.000000 Penalty: 5977.433594
	Iteration 35Q: 3 clusters Score -2.30896e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161803 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -23089640.000000 Penalty: 5977.433594
	Iteration 36Q: 3 clusters Score -2.308964e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162341 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -23089578.000000 Penalty: 5977.433594
	Iteration 37Q: 3 clusters Score -2.308958e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162853 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -23089710.000000 Penalty: 5977.433594
	Iteration 38Q: 3 clusters Score -2.308971e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163299 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -23089744.000000 Penalty: 5977.433594
	Iteration 39Q: 3 clusters Score -2.308974e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163726 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -23089672.000000 Penalty: 5977.433594
	Iteration 40F: 3 clusters Score -2.308967e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164125 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -23089626.000000 Penalty: 5977.433594
	Iteration 41Q: 3 clusters Score -2.308963e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164519 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -23089590.000000 Penalty: 5977.433594
	Iteration 42Q: 3 clusters Score -2.308959e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164892 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -23089612.000000 Penalty: 5977.433594
	Iteration 43Q: 3 clusters Score -2.308961e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165246 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -23089584.000000 Penalty: 5977.433594
	Iteration 44Q: 3 clusters Score -2.308958e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165571 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -23089666.000000 Penalty: 5977.433594
	Iteration 45Q: 3 clusters Score -2.308967e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165881 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -23089670.000000 Penalty: 5977.433594
	Iteration 46Q: 3 clusters Score -2.308967e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166186 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -23089664.000000 Penalty: 5977.433594
	Iteration 47Q: 3 clusters Score -2.308966e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166435 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -23089720.000000 Penalty: 5977.433594
	Iteration 48Q: 3 clusters Score -2.308972e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166679 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -23089732.000000 Penalty: 5977.433594
	Iteration 49Q: 3 clusters Score -2.308973e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166869 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -23089676.000000 Penalty: 5977.433594
	Iteration 50Q: 3 clusters Score -2.308968e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167037 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -23089676.000000 Penalty: 5977.433594
	Iteration 51Q: 3 clusters Score -2.308968e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167195 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -23089634.000000 Penalty: 5977.433594
	Iteration 52Q: 3 clusters Score -2.308963e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167358 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -23089632.000000 Penalty: 5977.433594
	Iteration 53Q: 3 clusters Score -2.308963e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167535 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -23089630.000000 Penalty: 5977.433594
	Iteration 54Q: 3 clusters Score -2.308963e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167678 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -23089618.000000 Penalty: 5977.433594
	Iteration 55Q: 3 clusters Score -2.308962e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167810 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -23089614.000000 Penalty: 5977.433594
	Iteration 56Q: 3 clusters Score -2.308961e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167944 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -23089668.000000 Penalty: 5977.433594
	Iteration 57Q: 3 clusters Score -2.308967e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168057 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -23089644.000000 Penalty: 5977.433594
	Iteration 58Q: 3 clusters Score -2.308964e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168183 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -23089620.000000 Penalty: 5977.433594
	Iteration 59Q: 3 clusters Score -2.308962e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168290 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -23089608.000000 Penalty: 5977.433594
	Iteration 60F: 3 clusters Score -2.308961e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168389 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -23089596.000000 Penalty: 5977.433594
	Iteration 61Q: 3 clusters Score -2.30896e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168474 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -23089590.000000 Penalty: 5977.433594
	Iteration 62Q: 3 clusters Score -2.308959e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168548 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -23089604.000000 Penalty: 5977.433594
	Iteration 63Q: 3 clusters Score -2.30896e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168607 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -23089618.000000 Penalty: 5977.433594
	Iteration 64Q: 3 clusters Score -2.308962e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168671 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -23089580.000000 Penalty: 5977.433594
	Iteration 65Q: 3 clusters Score -2.308958e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168720 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -23089548.000000 Penalty: 5977.433594
	Iteration 66Q: 3 clusters Score -2.308955e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168769 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -23089550.000000 Penalty: 5977.433594
	Iteration 67Q: 3 clusters Score -2.308955e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168811 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -23089568.000000 Penalty: 5977.433594
	Iteration 68Q: 3 clusters Score -2.308957e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168850 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -23089584.000000 Penalty: 5977.433594
	Iteration 69Q: 3 clusters Score -2.308958e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168885 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -23089592.000000 Penalty: 5977.433594
	Iteration 70Q: 3 clusters Score -2.308959e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168912 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -23089606.000000 Penalty: 5977.433594
	Iteration 71Q: 3 clusters Score -2.308961e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168934 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -23089586.000000 Penalty: 5977.433594
	Iteration 72Q: 3 clusters Score -2.308959e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168951 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -23089592.000000 Penalty: 5977.433594
	Iteration 73Q: 3 clusters Score -2.308959e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168975 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -23089588.000000 Penalty: 5977.433594
	Iteration 74Q: 3 clusters Score -2.308959e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168997 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -23089576.000000 Penalty: 5977.433594
	Iteration 75Q: 3 clusters Score -2.308958e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169025 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -23089550.000000 Penalty: 5977.433594
	Iteration 76Q: 3 clusters Score -2.308955e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169047 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -23089548.000000 Penalty: 5977.433594
	Iteration 77Q: 3 clusters Score -2.308955e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169062 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -23089538.000000 Penalty: 5977.433594
	Iteration 78Q: 3 clusters Score -2.308954e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169079 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -23089548.000000 Penalty: 5977.433594
	Iteration 79Q: 3 clusters Score -2.308955e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169096 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -23089552.000000 Penalty: 5977.433594
	Iteration 80F: 3 clusters Score -2.308955e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169114 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -23089546.000000 Penalty: 5977.433594
	Iteration 81Q: 3 clusters Score -2.308955e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169132 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -23089516.000000 Penalty: 5977.433594
	Iteration 82Q: 3 clusters Score -2.308952e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169148 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -23089532.000000 Penalty: 5977.433594
	Iteration 83Q: 3 clusters Score -2.308953e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169164 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -23089512.000000 Penalty: 5977.433594
	Iteration 84Q: 3 clusters Score -2.308951e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169178 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -23089502.000000 Penalty: 5977.433594
	Iteration 85Q: 3 clusters Score -2.30895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169183 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -23089492.000000 Penalty: 5977.433594
	Iteration 86Q: 3 clusters Score -2.308949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169190 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -23089466.000000 Penalty: 5977.433594
	Iteration 87Q: 3 clusters Score -2.308947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169194 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -23089472.000000 Penalty: 5977.433594
	Iteration 88Q: 3 clusters Score -2.308947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169199 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -23089476.000000 Penalty: 5977.433594
	Iteration 89Q: 3 clusters Score -2.308948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169206 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -23089502.000000 Penalty: 5977.433594
	Iteration 90Q: 3 clusters Score -2.30895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169214 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -23089488.000000 Penalty: 5977.433594
	Iteration 91Q: 3 clusters Score -2.308949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169220 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -23089480.000000 Penalty: 5977.433594
	Iteration 92Q: 3 clusters Score -2.308948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169225 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -23089480.000000 Penalty: 5977.433594
	Iteration 93Q: 3 clusters Score -2.308948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169230 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -23089476.000000 Penalty: 5977.433594
	Iteration 94Q: 3 clusters Score -2.308948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169239 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -23089486.000000 Penalty: 5977.433594
	Iteration 95Q: 3 clusters Score -2.308949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169245 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -23089496.000000 Penalty: 5977.433594
	Iteration 96Q: 3 clusters Score -2.30895e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169252 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -23089506.000000 Penalty: 5977.433594
	Iteration 97Q: 3 clusters Score -2.308951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169259 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -23089494.000000 Penalty: 5977.433594
	Iteration 98Q: 3 clusters Score -2.308949e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169273 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -23089502.000000 Penalty: 5977.433594
	Iteration 99Q: 3 clusters Score -2.30895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169280 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -23089494.000000 Penalty: 5977.433594
	Iteration 100F: 3 clusters Score -2.308949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169291 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -23089496.000000 Penalty: 5977.433594
	Iteration 101Q: 3 clusters Score -2.30895e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169302 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -23089512.000000 Penalty: 5977.433594
	Iteration 102Q: 3 clusters Score -2.308951e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169315 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -23089494.000000 Penalty: 5977.433594
	Iteration 103Q: 3 clusters Score -2.308949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169320 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -23089500.000000 Penalty: 5977.433594
	Iteration 104Q: 3 clusters Score -2.30895e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169327 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -23089500.000000 Penalty: 5977.433594
	Iteration 105Q: 3 clusters Score -2.30895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169331 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -23089514.000000 Penalty: 5977.433594
	Iteration 106Q: 3 clusters Score -2.308951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169336 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -23089516.000000 Penalty: 5977.433594
	Iteration 107Q: 3 clusters Score -2.308952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169346 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -23089522.000000 Penalty: 5977.433594
	Iteration 108Q: 3 clusters Score -2.308952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169355 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -23089522.000000 Penalty: 5977.433594
	Iteration 109Q: 3 clusters Score -2.308952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169364 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -23089528.000000 Penalty: 5977.433594
	Iteration 110Q: 3 clusters Score -2.308953e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169375 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -23089522.000000 Penalty: 5977.433594
	Iteration 111Q: 3 clusters Score -2.308952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169385 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -23089520.000000 Penalty: 5977.433594
	Iteration 112Q: 3 clusters Score -2.308952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169395 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -23089520.000000 Penalty: 5977.433594
	Iteration 113Q: 3 clusters Score -2.308952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169408 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -23089522.000000 Penalty: 5977.433594
	Iteration 114Q: 3 clusters Score -2.308952e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169425 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -23089502.000000 Penalty: 5977.433594
	Iteration 115Q: 3 clusters Score -2.30895e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169441 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -23089514.000000 Penalty: 5977.433594
	Iteration 116Q: 3 clusters Score -2.308951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169455 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -23089504.000000 Penalty: 5977.433594
	Iteration 117Q: 3 clusters Score -2.30895e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169472 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -23089500.000000 Penalty: 5977.433594
	Iteration 118Q: 3 clusters Score -2.30895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169479 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -23089480.000000 Penalty: 5977.433594
	Iteration 119Q: 3 clusters Score -2.308948e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169489 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -23089496.000000 Penalty: 5977.433594
	Iteration 120F: 3 clusters Score -2.30895e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169503 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -23089502.000000 Penalty: 5977.433594
	Iteration 121Q: 3 clusters Score -2.30895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169513 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -23089482.000000 Penalty: 5977.433594
	Iteration 122Q: 3 clusters Score -2.308948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169523 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -23089472.000000 Penalty: 5977.433594
	Iteration 123Q: 3 clusters Score -2.308947e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169532 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -23089478.000000 Penalty: 5977.433594
	Iteration 124Q: 3 clusters Score -2.308948e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169541 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -23089476.000000 Penalty: 5977.433594
	Iteration 125Q: 3 clusters Score -2.308948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169547 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -23089500.000000 Penalty: 5977.433594
	Iteration 126Q: 3 clusters Score -2.30895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169551 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -23089502.000000 Penalty: 5977.433594
	Iteration 127Q: 3 clusters Score -2.30895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169554 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -23089502.000000 Penalty: 5977.433594
	Iteration 128Q: 3 clusters Score -2.30895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169558 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -23089496.000000 Penalty: 5977.433594
	Iteration 129Q: 3 clusters Score -2.30895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169562 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -23089504.000000 Penalty: 5977.433594
	Iteration 130Q: 3 clusters Score -2.30895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169562 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -23089510.000000 Penalty: 5977.433594
	Iteration 131Q: 3 clusters Score -2.308951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169562 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -23089504.000000 Penalty: 5977.433594
	Iteration 132Q: 3 clusters Score -2.30895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169567 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -23089524.000000 Penalty: 5977.433594
	Iteration 133Q: 3 clusters Score -2.308952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169570 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -23089526.000000 Penalty: 5977.433594
	Iteration 134Q: 3 clusters Score -2.308953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169573 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -23089522.000000 Penalty: 5977.433594
	Iteration 135Q: 3 clusters Score -2.308952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169579 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -23089512.000000 Penalty: 5977.433594
	Iteration 136Q: 3 clusters Score -2.308951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169583 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -23089520.000000 Penalty: 5977.433594
	Iteration 137Q: 3 clusters Score -2.308952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169582 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -23089520.000000 Penalty: 5977.433594
	Iteration 138Q: 3 clusters Score -2.308952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169584 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -23089528.000000 Penalty: 5977.433594
	Iteration 139Q: 3 clusters Score -2.308953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169587 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -23089520.000000 Penalty: 5977.433594
	Iteration 140F: 3 clusters Score -2.308952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169589 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -23089514.000000 Penalty: 5977.433594
	Iteration 141Q: 3 clusters Score -2.308951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169591 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -23089516.000000 Penalty: 5977.433594
	Iteration 142Q: 3 clusters Score -2.308952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169593 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -23089526.000000 Penalty: 5977.433594
	Iteration 143Q: 3 clusters Score -2.308953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169595 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -23089538.000000 Penalty: 5977.433594
	Iteration 144Q: 3 clusters Score -2.308954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169598 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -23089532.000000 Penalty: 5977.433594
	Iteration 145Q: 3 clusters Score -2.308953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169599 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -23089530.000000 Penalty: 5977.433594
	Iteration 146Q: 3 clusters Score -2.308953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169599 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -23089530.000000 Penalty: 5977.433594
	Iteration 147F: 3 clusters Score -2.308953e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -56282.515625 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -56282.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -54760.421875 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -54760.42 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -54936.730469 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -54936.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -55039.007812 Penalty: 3053.861572
	Iteration 2F: 3 clusters Score -55039.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -55074.515625 Penalty: 3053.861572
	Iteration 3Q: 3 clusters Score -55074.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -55090.656250 Penalty: 3053.861572
	Iteration 4Q: 3 clusters Score -55090.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55117.347656 Penalty: 3053.861572
	Iteration 5Q: 3 clusters Score -55117.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -55132.375000 Penalty: 3053.861572
	Iteration 6Q: 3 clusters Score -55132.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -55159.074219 Penalty: 3053.861572
	Iteration 7Q: 3 clusters Score -55159.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -55196.796875 Penalty: 3053.861572
	Iteration 8Q: 3 clusters Score -55196.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55309.585938 Penalty: 3053.861572
	Iteration 9Q: 3 clusters Score -55309.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -55546.078125 Penalty: 3053.861572
	Iteration 10Q: 3 clusters Score -55546.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -55652.089844 Penalty: 3053.861572
	Iteration 11F: 3 clusters Score -55652.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55740.816406 Penalty: 3053.861572
	Iteration 12Q: 3 clusters Score -55740.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -55812.765625 Penalty: 3053.861572
	Iteration 13Q: 3 clusters Score -55812.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55850.121094 Penalty: 3053.861572
	Iteration 14Q: 3 clusters Score -55850.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -55887.957031 Penalty: 3053.861572
	Iteration 15Q: 3 clusters Score -55887.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -55919.062500 Penalty: 3053.861572
	Iteration 16Q: 3 clusters Score -55919.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -55943.246094 Penalty: 3053.861572
	Iteration 17Q: 3 clusters Score -55943.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -55965.078125 Penalty: 3053.861572
	Iteration 18Q: 3 clusters Score -55965.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -55968.355469 Penalty: 3053.861572
	Iteration 19Q: 3 clusters Score -55968.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -55984.136719 Penalty: 3053.861572
	Iteration 20F: 3 clusters Score -55984.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -55989.175781 Penalty: 3053.861572
	Iteration 21Q: 3 clusters Score -55989.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -55989.175781 Penalty: 3053.861572
	Iteration 22F: 3 clusters Score -55989.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 115307 members 
Mstep: Class 2 contains 11675 members 
Mstep: Class 3 contains 4109 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 71057 members 
Mstep: Class 6 contains 81933 members 
Mstep: Class 7 contains 432 members 
Mstep: Class 8 contains 500 members 
Mstep: Class 9 contains 161093 members 
Mstep: Class 10 contains 3049 members 
Mstep: Class 11 contains 163855 members 
Mstep: Class 12 contains 119855 members 
Mstep: Class 13 contains 157153 members 
Mstep: Class 14 contains 154782 members 
Mstep: Class 15 contains 4208 members 
Mstep: Class 18 contains 171318 members 
Mstep: Class 19 contains 472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180422368.000000 Penalty: 73630.507812
Iteration 119Q: 22 clusters Score -1.804224e+08 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 116134 members 
Mstep: Class 2 contains 11610 members 
Mstep: Class 3 contains 4134 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 71488 members 
Mstep: Class 6 contains 81881 members 
Mstep: Class 7 contains 435 members 
Mstep: Class 8 contains 555 members 
Mstep: Class 9 contains 161022 members 
Mstep: Class 10 contains 3051 members 
Mstep: Class 11 contains 164236 members 
Mstep: Class 12 contains 119558 members 
Mstep: Class 13 contains 157122 members 
Mstep: Class 14 contains 154969 members 
Mstep: Class 15 contains 4217 members 
Mstep: Class 16 contains 2789 members 
Mstep: Class 17 contains 612 members 
Mstep: Class 18 contains 171023 members 
Mstep: Class 19 contains 417 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 153868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180422512.000000 Penalty: 73630.507812
Iteration 120F: 22 clusters Score -1.804225e+08 nChanged 12128
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 116426 members 
Mstep: Class 2 contains 11549 members 
Mstep: Class 3 contains 4143 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 71364 members 
Mstep: Class 6 contains 81558 members 
Mstep: Class 7 contains 431 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 160721 members 
Mstep: Class 10 contains 3049 members 
Mstep: Class 11 contains 164465 members 
Mstep: Class 12 contains 119087 members 
Mstep: Class 13 contains 156756 members 
Mstep: Class 14 contains 154736 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2915 members 
Mstep: Class 17 contains 615 members 
Mstep: Class 18 contains 170387 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 155734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180423696.000000 Penalty: 73630.507812
Iteration 121Q: 22 clusters Score -1.804237e+08 nChanged 10765
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 116497 members 
Mstep: Class 2 contains 11473 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 71420 members 
Mstep: Class 6 contains 81311 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 160521 members 
Mstep: Class 10 contains 3050 members 
Mstep: Class 11 contains 164802 members 
Mstep: Class 12 contains 118631 members 
Mstep: Class 13 contains 156495 members 
Mstep: Class 14 contains 154645 members 
Mstep: Class 15 contains 4247 members 
Mstep: Class 16 contains 2950 members 
Mstep: Class 17 contains 615 members 
Mstep: Class 18 contains 169875 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 157045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180424112.000000 Penalty: 73630.507812
Iteration 122Q: 22 clusters Score -1.804241e+08 nChanged 10408
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 116448 members 
Mstep: Class 2 contains 11399 members 
Mstep: Class 3 contains 4174 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 71528 members 
Mstep: Class 6 contains 81046 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 160367 members 
Mstep: Class 10 contains 3045 members 
Mstep: Class 11 contains 165122 members 
Mstep: Class 12 contains 118223 members 
Mstep: Class 13 contains 156273 members 
Mstep: Class 14 contains 154687 members 
Mstep: Class 15 contains 4266 members 
Mstep: Class 16 contains 2967 members 
Mstep: Class 17 contains 615 members 
Mstep: Class 18 contains 169464 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 158107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180425632.000000 Penalty: 73630.507812
Iteration 123Q: 22 clusters Score -1.804256e+08 nChanged 10362
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 116296 members 
Mstep: Class 2 contains 11334 members 
Mstep: Class 3 contains 4185 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 71804 members 
Mstep: Class 6 contains 80811 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 160256 members 
Mstep: Class 10 contains 3041 members 
Mstep: Class 11 contains 165360 members 
Mstep: Class 12 contains 117827 members 
Mstep: Class 13 contains 156103 members 
Mstep: Class 14 contains 154829 members 
Mstep: Class 15 contains 4273 members 
Mstep: Class 16 contains 2995 members 
Mstep: Class 17 contains 615 members 
Mstep: Class 18 contains 169161 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 158841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180427328.000000 Penalty: 73630.507812
Iteration 124Q: 22 clusters Score -1.804273e+08 nChanged 10299
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 116062 members 
Mstep: Class 2 contains 11270 members 
Mstep: Class 3 contains 4184 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 72140 members 
Mstep: Class 6 contains 80634 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 160198 members 
Mstep: Class 10 contains 3042 members 
Mstep: Class 11 contains 165703 members 
Mstep: Class 12 contains 117501 members 
Mstep: Class 13 contains 155998 members 
Mstep: Class 14 contains 154933 members 
Mstep: Class 15 contains 4273 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 615 members 
Mstep: Class 18 contains 168933 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180427024.000000 Penalty: 73630.507812
Iteration 125Q: 22 clusters Score -1.80427e+08 nChanged 10280
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 115841 members 
Mstep: Class 2 contains 11201 members 
Mstep: Class 3 contains 4204 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 72445 members 
Mstep: Class 6 contains 80456 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 160175 members 
Mstep: Class 10 contains 3042 members 
Mstep: Class 11 contains 165960 members 
Mstep: Class 12 contains 117183 members 
Mstep: Class 13 contains 155876 members 
Mstep: Class 14 contains 155075 members 
Mstep: Class 15 contains 4287 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 615 members 
Mstep: Class 18 contains 168875 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159476 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 22 clusters Score -1.804287e+08 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 115676 members 
Mstep: Class 2 contains 11140 members 
Mstep: Class 3 contains 4213 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 72771 members 
Mstep: Class 6 contains 80253 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 160136 members 
Mstep: Class 10 contains 3045 members 
Mstep: Class 11 contains 166261 members 
Mstep: Class 12 contains 116915 members 
Mstep: Class 13 contains 155752 members 
Mstep: Class 14 contains 155194 members 
Mstep: Class 15 contains 4304 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 615 members 
Mstep: Class 18 contains 168947 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159483 members 
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Iteration 127Q: 22 clusters Score -1.804291e+08 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 115477 members 
Mstep: Class 2 contains 11073 members 
Mstep: Class 3 contains 4240 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 73076 members 
Mstep: Class 6 contains 80048 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 160081 members 
Mstep: Class 10 contains 3045 members 
Mstep: Class 11 contains 166546 members 
Mstep: Class 12 contains 116669 members 
Mstep: Class 13 contains 155573 members 
Mstep: Class 14 contains 155357 members 
Mstep: Class 15 contains 4312 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 615 members 
Mstep: Class 18 contains 169126 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159470 members 
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Iteration 128Q: 22 clusters Score -1.804304e+08 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 115220 members 
Mstep: Class 2 contains 11019 members 
Mstep: Class 3 contains 4280 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 73416 members 
Mstep: Class 6 contains 79863 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 160021 members 
Mstep: Class 10 contains 3044 members 
Mstep: Class 11 contains 166834 members 
Mstep: Class 12 contains 116438 members 
Mstep: Class 13 contains 155404 members 
Mstep: Class 14 contains 155445 members 
Mstep: Class 15 contains 4315 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 615 members 
Mstep: Class 18 contains 169290 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159519 members 
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Iteration 129Q: 22 clusters Score -1.804307e+08 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 115043 members 
Mstep: Class 2 contains 10970 members 
Mstep: Class 3 contains 4307 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 73682 members 
Mstep: Class 6 contains 79698 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 160016 members 
Mstep: Class 10 contains 3044 members 
Mstep: Class 11 contains 167020 members 
Mstep: Class 12 contains 116243 members 
Mstep: Class 13 contains 155269 members 
Mstep: Class 14 contains 155492 members 
Mstep: Class 15 contains 4315 members 
Mstep: Class 16 contains 2994 members 
Mstep: Class 17 contains 615 members 
Mstep: Class 18 contains 169485 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159538 members 
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Iteration 130Q: 22 clusters Score -1.804304e+08 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 114946 members 
Mstep: Class 2 contains 10927 members 
Mstep: Class 3 contains 4350 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 73893 members 
Mstep: Class 6 contains 79558 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 159957 members 
Mstep: Class 10 contains 3045 members 
Mstep: Class 11 contains 167250 members 
Mstep: Class 12 contains 116092 members 
Mstep: Class 13 contains 155171 members 
Mstep: Class 14 contains 155476 members 
Mstep: Class 15 contains 4329 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 616 members 
Mstep: Class 18 contains 169648 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159491 members 
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Iteration 131Q: 22 clusters Score -1.804306e+08 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 114864 members 
Mstep: Class 2 contains 10897 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 74058 members 
Mstep: Class 6 contains 79405 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 159919 members 
Mstep: Class 10 contains 3046 members 
Mstep: Class 11 contains 167402 members 
Mstep: Class 12 contains 115942 members 
Mstep: Class 13 contains 155114 members 
Mstep: Class 14 contains 155519 members 
Mstep: Class 15 contains 4348 members 
Mstep: Class 16 contains 2957 members 
Mstep: Class 17 contains 616 members 
Mstep: Class 18 contains 169799 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159463 members 
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Iteration 132Q: 22 clusters Score -1.804313e+08 nChanged 8555
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 114866 members 
Mstep: Class 2 contains 10865 members 
Mstep: Class 3 contains 4400 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 74238 members 
Mstep: Class 6 contains 79211 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 159933 members 
Mstep: Class 10 contains 3044 members 
Mstep: Class 11 contains 167533 members 
Mstep: Class 12 contains 115780 members 
Mstep: Class 13 contains 154969 members 
Mstep: Class 14 contains 155511 members 
Mstep: Class 15 contains 4347 members 
Mstep: Class 16 contains 2929 members 
Mstep: Class 17 contains 616 members 
Mstep: Class 18 contains 170023 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159466 members 
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Iteration 133Q: 22 clusters Score -1.804316e+08 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 114816 members 
Mstep: Class 2 contains 10841 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 74416 members 
Mstep: Class 6 contains 79029 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 159889 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 167686 members 
Mstep: Class 12 contains 115635 members 
Mstep: Class 13 contains 154886 members 
Mstep: Class 14 contains 155527 members 
Mstep: Class 15 contains 4348 members 
Mstep: Class 16 contains 2929 members 
Mstep: Class 17 contains 615 members 
Mstep: Class 18 contains 170203 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159443 members 
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Iteration 134Q: 22 clusters Score -1.804315e+08 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 114746 members 
Mstep: Class 2 contains 10822 members 
Mstep: Class 3 contains 4486 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 74617 members 
Mstep: Class 6 contains 78858 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 159930 members 
Mstep: Class 10 contains 3036 members 
Mstep: Class 11 contains 167805 members 
Mstep: Class 12 contains 115539 members 
Mstep: Class 13 contains 154785 members 
Mstep: Class 14 contains 155520 members 
Mstep: Class 15 contains 4359 members 
Mstep: Class 16 contains 2911 members 
Mstep: Class 17 contains 615 members 
Mstep: Class 18 contains 170298 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159404 members 
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Iteration 135Q: 22 clusters Score -1.804318e+08 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 114691 members 
Mstep: Class 2 contains 10800 members 
Mstep: Class 3 contains 4534 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 74744 members 
Mstep: Class 6 contains 78689 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 159990 members 
Mstep: Class 10 contains 3037 members 
Mstep: Class 11 contains 168043 members 
Mstep: Class 12 contains 115426 members 
Mstep: Class 13 contains 154663 members 
Mstep: Class 14 contains 155498 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 2901 members 
Mstep: Class 17 contains 615 members 
Mstep: Class 18 contains 170372 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159355 members 
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Iteration 136Q: 22 clusters Score -1.804321e+08 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 114625 members 
Mstep: Class 2 contains 10779 members 
Mstep: Class 3 contains 4590 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 74852 members 
Mstep: Class 6 contains 78525 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 160012 members 
Mstep: Class 10 contains 3037 members 
Mstep: Class 11 contains 168318 members 
Mstep: Class 12 contains 115325 members 
Mstep: Class 13 contains 154455 members 
Mstep: Class 14 contains 155611 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 2884 members 
Mstep: Class 17 contains 615 members 
Mstep: Class 18 contains 170474 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159244 members 
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Iteration 137Q: 22 clusters Score -1.80432e+08 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 114589 members 
Mstep: Class 2 contains 10759 members 
Mstep: Class 3 contains 4656 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 74994 members 
Mstep: Class 6 contains 78363 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 160030 members 
Mstep: Class 10 contains 3035 members 
Mstep: Class 11 contains 168471 members 
Mstep: Class 12 contains 115220 members 
Mstep: Class 13 contains 154237 members 
Mstep: Class 14 contains 155709 members 
Mstep: Class 15 contains 4403 members 
Mstep: Class 16 contains 2866 members 
Mstep: Class 17 contains 615 members 
Mstep: Class 18 contains 170621 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159163 members 
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Iteration 138Q: 22 clusters Score -1.804326e+08 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 114580 members 
Mstep: Class 2 contains 10750 members 
Mstep: Class 3 contains 4753 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 75174 members 
Mstep: Class 6 contains 78222 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 160024 members 
Mstep: Class 10 contains 3035 members 
Mstep: Class 11 contains 168539 members 
Mstep: Class 12 contains 115054 members 
Mstep: Class 13 contains 153927 members 
Mstep: Class 14 contains 155842 members 
Mstep: Class 15 contains 4420 members 
Mstep: Class 16 contains 2839 members 
Mstep: Class 17 contains 615 members 
Mstep: Class 18 contains 170859 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159098 members 
Entering Unmasked Estep 
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Iteration 139Q: 22 clusters Score -1.80432e+08 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 114483 members 
Mstep: Class 2 contains 10733 members 
Mstep: Class 3 contains 4823 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 75388 members 
Mstep: Class 6 contains 78106 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 160114 members 
Mstep: Class 10 contains 3035 members 
Mstep: Class 11 contains 168465 members 
Mstep: Class 12 contains 114909 members 
Mstep: Class 13 contains 153616 members 
Mstep: Class 14 contains 156007 members 
Mstep: Class 15 contains 4444 members 
Mstep: Class 16 contains 2817 members 
Mstep: Class 17 contains 615 members 
Mstep: Class 18 contains 171084 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159092 members 
Entering Unmasked Estep 
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Iteration 140F: 22 clusters Score -1.804331e+08 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 114342 members 
Mstep: Class 2 contains 10711 members 
Mstep: Class 3 contains 4895 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 75601 members 
Mstep: Class 6 contains 78017 members 
Mstep: Class 7 contains 441 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 160211 members 
Mstep: Class 10 contains 3033 members 
Mstep: Class 11 contains 168426 members 
Mstep: Class 12 contains 114761 members 
Mstep: Class 13 contains 153298 members 
Mstep: Class 14 contains 156124 members 
Mstep: Class 15 contains 4460 members 
Mstep: Class 16 contains 2801 members 
Mstep: Class 17 contains 615 members 
Mstep: Class 18 contains 171344 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159092 members 
Entering Unmasked Estep 
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Iteration 141Q: 22 clusters Score -1.804338e+08 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 114215 members 
Mstep: Class 2 contains 10671 members 
Mstep: Class 3 contains 4993 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 75764 members 
Mstep: Class 6 contains 77903 members 
Mstep: Class 7 contains 434 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 160365 members 
Mstep: Class 10 contains 3036 members 
Mstep: Class 11 contains 168302 members 
Mstep: Class 12 contains 114610 members 
Mstep: Class 13 contains 152945 members 
Mstep: Class 14 contains 156178 members 
Mstep: Class 15 contains 4476 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 617 members 
Mstep: Class 18 contains 171743 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159127 members 
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Iteration 142Q: 22 clusters Score -1.804334e+08 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 114076 members 
Mstep: Class 2 contains 10635 members 
Mstep: Class 3 contains 5100 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 75931 members 
Mstep: Class 6 contains 77792 members 
Mstep: Class 7 contains 429 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 160442 members 
Mstep: Class 10 contains 3037 members 
Mstep: Class 11 contains 168182 members 
Mstep: Class 12 contains 114378 members 
Mstep: Class 13 contains 152639 members 
Mstep: Class 14 contains 156177 members 
Mstep: Class 15 contains 4497 members 
Mstep: Class 16 contains 2784 members 
Mstep: Class 17 contains 621 members 
Mstep: Class 18 contains 172227 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159226 members 
Entering Unmasked Estep 
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Iteration 143Q: 22 clusters Score -1.804337e+08 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 113926 members 
Mstep: Class 2 contains 10601 members 
Mstep: Class 3 contains 5221 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 76170 members 
Mstep: Class 6 contains 77666 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 160568 members 
Mstep: Class 10 contains 3037 members 
Mstep: Class 11 contains 168048 members 
Mstep: Class 12 contains 114144 members 
Mstep: Class 13 contains 152301 members 
Mstep: Class 14 contains 156134 members 
Mstep: Class 15 contains 4517 members 
Mstep: Class 16 contains 2790 members 
Mstep: Class 17 contains 626 members 
Mstep: Class 18 contains 172683 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159313 members 
Entering Unmasked Estep 
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Iteration 144Q: 22 clusters Score -1.804331e+08 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 113743 members 
Mstep: Class 2 contains 10574 members 
Mstep: Class 3 contains 5326 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 76403 members 
Mstep: Class 6 contains 77536 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 160727 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 168031 members 
Mstep: Class 12 contains 113937 members 
Mstep: Class 13 contains 151914 members 
Mstep: Class 14 contains 156083 members 
Mstep: Class 15 contains 4527 members 
Mstep: Class 16 contains 2766 members 
Mstep: Class 17 contains 628 members 
Mstep: Class 18 contains 173152 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159359 members 
Entering Unmasked Estep 
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Iteration 145Q: 22 clusters Score -1.804334e+08 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 113610 members 
Mstep: Class 2 contains 10540 members 
Mstep: Class 3 contains 5429 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 76660 members 
Mstep: Class 6 contains 77429 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 160832 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 168072 members 
Mstep: Class 12 contains 113733 members 
Mstep: Class 13 contains 151553 members 
Mstep: Class 14 contains 155999 members 
Mstep: Class 15 contains 4531 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 628 members 
Mstep: Class 18 contains 173540 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159395 members 
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Iteration 146Q: 22 clusters Score -1.804338e+08 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 113402 members 
Mstep: Class 2 contains 10509 members 
Mstep: Class 3 contains 5534 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 76948 members 
Mstep: Class 6 contains 77317 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 161011 members 
Mstep: Class 10 contains 3041 members 
Mstep: Class 11 contains 168107 members 
Mstep: Class 12 contains 113532 members 
Mstep: Class 13 contains 151218 members 
Mstep: Class 14 contains 155973 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 2749 members 
Mstep: Class 17 contains 628 members 
Mstep: Class 18 contains 173846 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159386 members 
Entering Unmasked Estep 
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Iteration 147Q: 22 clusters Score -1.804333e+08 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 113180 members 
Mstep: Class 2 contains 10475 members 
Mstep: Class 3 contains 5645 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 77231 members 
Mstep: Class 6 contains 77276 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 161213 members 
Mstep: Class 10 contains 3042 members 
Mstep: Class 11 contains 168126 members 
Mstep: Class 12 contains 113308 members 
Mstep: Class 13 contains 150873 members 
Mstep: Class 14 contains 155912 members 
Mstep: Class 15 contains 4556 members 
Mstep: Class 16 contains 2734 members 
Mstep: Class 17 contains 628 members 
Mstep: Class 18 contains 174204 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159344 members 
Entering Unmasked Estep 
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Iteration 148Q: 22 clusters Score -1.804328e+08 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 112947 members 
Mstep: Class 2 contains 10428 members 
Mstep: Class 3 contains 5772 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 77481 members 
Mstep: Class 6 contains 77263 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 161393 members 
Mstep: Class 10 contains 3039 members 
Mstep: Class 11 contains 168035 members 
Mstep: Class 12 contains 113124 members 
Mstep: Class 13 contains 150605 members 
Mstep: Class 14 contains 155822 members 
Mstep: Class 15 contains 4571 members 
Mstep: Class 16 contains 2724 members 
Mstep: Class 17 contains 628 members 
Mstep: Class 18 contains 174560 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159355 members 
Entering Unmasked Estep 
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Iteration 149Q: 22 clusters Score -1.804331e+08 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 112709 members 
Mstep: Class 2 contains 10385 members 
Mstep: Class 3 contains 5910 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 77718 members 
Mstep: Class 6 contains 77222 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 161620 members 
Mstep: Class 10 contains 3037 members 
Mstep: Class 11 contains 167874 members 
Mstep: Class 12 contains 112925 members 
Mstep: Class 13 contains 150343 members 
Mstep: Class 14 contains 155774 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 174984 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159312 members 
Entering Unmasked Estep 
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Iteration 150Q: 22 clusters Score -1.804333e+08 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 112436 members 
Mstep: Class 2 contains 10346 members 
Mstep: Class 3 contains 6050 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 77952 members 
Mstep: Class 6 contains 77172 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 161885 members 
Mstep: Class 10 contains 3035 members 
Mstep: Class 11 contains 167725 members 
Mstep: Class 12 contains 112744 members 
Mstep: Class 13 contains 150159 members 
Mstep: Class 14 contains 155726 members 
Mstep: Class 15 contains 4605 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 175299 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159280 members 
Entering Unmasked Estep 
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Iteration 151Q: 22 clusters Score -1.804326e+08 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 112111 members 
Mstep: Class 2 contains 10297 members 
Mstep: Class 3 contains 6191 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 78184 members 
Mstep: Class 6 contains 77153 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 162122 members 
Mstep: Class 10 contains 3035 members 
Mstep: Class 11 contains 167594 members 
Mstep: Class 12 contains 112601 members 
Mstep: Class 13 contains 149966 members 
Mstep: Class 14 contains 155716 members 
Mstep: Class 15 contains 4622 members 
Mstep: Class 16 contains 2695 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 175582 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159250 members 
Entering Unmasked Estep 
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Iteration 152Q: 22 clusters Score -1.804324e+08 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 111754 members 
Mstep: Class 2 contains 10255 members 
Mstep: Class 3 contains 6346 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 78408 members 
Mstep: Class 6 contains 77135 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 162356 members 
Mstep: Class 10 contains 3034 members 
Mstep: Class 11 contains 167515 members 
Mstep: Class 12 contains 112403 members 
Mstep: Class 13 contains 149803 members 
Mstep: Class 14 contains 155756 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 2696 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 175865 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180432000.000000 Penalty: 73630.507812
Iteration 153Q: 22 clusters Score -1.80432e+08 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 111449 members 
Mstep: Class 2 contains 10211 members 
Mstep: Class 3 contains 6480 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 78624 members 
Mstep: Class 6 contains 77138 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 162507 members 
Mstep: Class 10 contains 3034 members 
Mstep: Class 11 contains 167495 members 
Mstep: Class 12 contains 112219 members 
Mstep: Class 13 contains 149677 members 
Mstep: Class 14 contains 155758 members 
Mstep: Class 15 contains 4647 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 176063 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180431888.000000 Penalty: 73630.507812
Iteration 154Q: 22 clusters Score -1.804319e+08 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 111114 members 
Mstep: Class 2 contains 10167 members 
Mstep: Class 3 contains 6653 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 78897 members 
Mstep: Class 6 contains 77139 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 162576 members 
Mstep: Class 10 contains 3034 members 
Mstep: Class 11 contains 167488 members 
Mstep: Class 12 contains 111995 members 
Mstep: Class 13 contains 149631 members 
Mstep: Class 14 contains 155791 members 
Mstep: Class 15 contains 4660 members 
Mstep: Class 16 contains 2720 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 176146 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180431440.000000 Penalty: 73630.507812
Iteration 155Q: 22 clusters Score -1.804314e+08 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 110729 members 
Mstep: Class 2 contains 10129 members 
Mstep: Class 3 contains 6805 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 79174 members 
Mstep: Class 6 contains 77092 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 162651 members 
Mstep: Class 10 contains 3034 members 
Mstep: Class 11 contains 167521 members 
Mstep: Class 12 contains 111775 members 
Mstep: Class 13 contains 149615 members 
Mstep: Class 14 contains 155806 members 
Mstep: Class 15 contains 4675 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 176236 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180431648.000000 Penalty: 73630.507812
Iteration 156Q: 22 clusters Score -1.804316e+08 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 110381 members 
Mstep: Class 2 contains 10096 members 
Mstep: Class 3 contains 6950 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 79406 members 
Mstep: Class 6 contains 77083 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 162741 members 
Mstep: Class 10 contains 3032 members 
Mstep: Class 11 contains 167443 members 
Mstep: Class 12 contains 111533 members 
Mstep: Class 13 contains 149613 members 
Mstep: Class 14 contains 155859 members 
Mstep: Class 15 contains 4699 members 
Mstep: Class 16 contains 2761 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 176362 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180431808.000000 Penalty: 73630.507812
Iteration 157Q: 22 clusters Score -1.804318e+08 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 110014 members 
Mstep: Class 2 contains 10062 members 
Mstep: Class 3 contains 7110 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 79717 members 
Mstep: Class 6 contains 77096 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 162844 members 
Mstep: Class 10 contains 3027 members 
Mstep: Class 11 contains 167334 members 
Mstep: Class 12 contains 111301 members 
Mstep: Class 13 contains 149581 members 
Mstep: Class 14 contains 155869 members 
Mstep: Class 15 contains 4726 members 
Mstep: Class 16 contains 2767 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 176460 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180432064.000000 Penalty: 73630.507812
Iteration 158Q: 22 clusters Score -1.804321e+08 nChanged 4901
Entering ConstructFrom: 
Score: -180432064.000000 Penalty: 73630.507812
Entering ConstructFrom: 
Trying to split cluster 1 (109655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109655 members 
Entering Unmasked Estep 
Score: -14517877.000000 Penalty: 2878.063232
	Iteration 0F: 2 clusters Score -1.451788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54884 members 
Mstep: Class 2 contains 54771 members 
Entering Unmasked Estep 
Score: -14444713.000000 Penalty: 5756.126465
	Iteration 0F: 3 clusters Score -1.444471e+07 nChanged 52149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 54000 members 
Entering Unmasked Estep 
Score: -14474300.000000 Penalty: 5756.126465
	Iteration 1F: 3 clusters Score -1.44743e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -14474954.000000 Penalty: 5756.126465
	Iteration 2Q: 3 clusters Score -1.447495e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57137 members 
Mstep: Class 2 contains 52518 members 
Entering Unmasked Estep 
Score: -14475676.000000 Penalty: 5756.126465
	Iteration 3Q: 3 clusters Score -1.447568e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58437 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -14476613.000000 Penalty: 5756.126465
	Iteration 4Q: 3 clusters Score -1.447661e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -14478006.000000 Penalty: 5756.126465
	Iteration 5Q: 3 clusters Score -1.447801e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -14480420.000000 Penalty: 5756.126465
	Iteration 6Q: 3 clusters Score -1.448042e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66505 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -14483821.000000 Penalty: 5756.126465
	Iteration 7Q: 3 clusters Score -1.448382e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70289 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -14488680.000000 Penalty: 5756.126465
	Iteration 8F: 3 clusters Score -1.448868e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73858 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -14494205.000000 Penalty: 5756.126465
	Iteration 9F: 3 clusters Score -1.44942e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76458 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -14498777.000000 Penalty: 5756.126465
	Iteration 10F: 3 clusters Score -1.449878e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78110 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -14501733.000000 Penalty: 5756.126465
	Iteration 11Q: 3 clusters Score -1.450173e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79230 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -14503230.000000 Penalty: 5756.126465
	Iteration 12Q: 3 clusters Score -1.450323e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80208 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -14503911.000000 Penalty: 5756.126465
	Iteration 13Q: 3 clusters Score -1.450391e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81164 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -14504304.000000 Penalty: 5756.126465
	Iteration 14Q: 3 clusters Score -1.45043e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82155 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -14504671.000000 Penalty: 5756.126465
	Iteration 15Q: 3 clusters Score -1.450467e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83154 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -14504955.000000 Penalty: 5756.126465
	Iteration 16Q: 3 clusters Score -1.450496e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84170 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -14505277.000000 Penalty: 5756.126465
	Iteration 17Q: 3 clusters Score -1.450528e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85127 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -14505600.000000 Penalty: 5756.126465
	Iteration 18Q: 3 clusters Score -1.45056e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86120 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -14505909.000000 Penalty: 5756.126465
	Iteration 19Q: 3 clusters Score -1.450591e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87125 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -14506236.000000 Penalty: 5756.126465
	Iteration 20F: 3 clusters Score -1.450624e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88168 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -14506521.000000 Penalty: 5756.126465
	Iteration 21Q: 3 clusters Score -1.450652e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89277 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -14506864.000000 Penalty: 5756.126465
	Iteration 22Q: 3 clusters Score -1.450686e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90420 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -14507207.000000 Penalty: 5756.126465
	Iteration 23Q: 3 clusters Score -1.450721e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91569 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -14507547.000000 Penalty: 5756.126465
	Iteration 24Q: 3 clusters Score -1.450755e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92781 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -14507920.000000 Penalty: 5756.126465
	Iteration 25Q: 3 clusters Score -1.450792e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94011 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -14508312.000000 Penalty: 5756.126465
	Iteration 26Q: 3 clusters Score -1.450831e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95264 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -14508738.000000 Penalty: 5756.126465
	Iteration 27Q: 3 clusters Score -1.450874e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96545 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -14509265.000000 Penalty: 5756.126465
	Iteration 28Q: 3 clusters Score -1.450926e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97835 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -14509727.000000 Penalty: 5756.126465
	Iteration 29Q: 3 clusters Score -1.450973e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99152 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -14510291.000000 Penalty: 5756.126465
	Iteration 30Q: 3 clusters Score -1.451029e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100415 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -14510851.000000 Penalty: 5756.126465
	Iteration 31Q: 3 clusters Score -1.451085e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101594 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -14511342.000000 Penalty: 5756.126465
	Iteration 32Q: 3 clusters Score -1.451134e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102732 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -14511906.000000 Penalty: 5756.126465
	Iteration 33Q: 3 clusters Score -1.451191e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103812 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -14512492.000000 Penalty: 5756.126465
	Iteration 34Q: 3 clusters Score -1.451249e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104750 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -14512983.000000 Penalty: 5756.126465
	Iteration 35Q: 3 clusters Score -1.451298e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105567 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -14513441.000000 Penalty: 5756.126465
	Iteration 36Q: 3 clusters Score -1.451344e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106266 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -14513822.000000 Penalty: 5756.126465
	Iteration 37Q: 3 clusters Score -1.451382e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106845 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -14514164.000000 Penalty: 5756.126465
	Iteration 38Q: 3 clusters Score -1.451416e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107266 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -14514419.000000 Penalty: 5756.126465
	Iteration 39Q: 3 clusters Score -1.451442e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107610 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -14514606.000000 Penalty: 5756.126465
	Iteration 40F: 3 clusters Score -1.451461e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107870 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -14514734.000000 Penalty: 5756.126465
	Iteration 41Q: 3 clusters Score -1.451473e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108078 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -14514868.000000 Penalty: 5756.126465
	Iteration 42Q: 3 clusters Score -1.451487e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108249 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -14514945.000000 Penalty: 5756.126465
	Iteration 43Q: 3 clusters Score -1.451494e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108384 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -14515015.000000 Penalty: 5756.126465
	Iteration 44Q: 3 clusters Score -1.451502e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108466 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -14515053.000000 Penalty: 5756.126465
	Iteration 45Q: 3 clusters Score -1.451505e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108549 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -14515111.000000 Penalty: 5756.126465
	Iteration 46Q: 3 clusters Score -1.451511e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108623 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -14515155.000000 Penalty: 5756.126465
	Iteration 47Q: 3 clusters Score -1.451516e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108681 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -14515209.000000 Penalty: 5756.126465
	Iteration 48Q: 3 clusters Score -1.451521e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108726 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -14515233.000000 Penalty: 5756.126465
	Iteration 49Q: 3 clusters Score -1.451523e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108761 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -14515258.000000 Penalty: 5756.126465
	Iteration 50Q: 3 clusters Score -1.451526e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108786 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -14515271.000000 Penalty: 5756.126465
	Iteration 51Q: 3 clusters Score -1.451527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108798 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -14515284.000000 Penalty: 5756.126465
	Iteration 52Q: 3 clusters Score -1.451528e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108810 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -14515300.000000 Penalty: 5756.126465
	Iteration 53Q: 3 clusters Score -1.45153e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108822 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -14515307.000000 Penalty: 5756.126465
	Iteration 54Q: 3 clusters Score -1.451531e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108831 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -14515308.000000 Penalty: 5756.126465
	Iteration 55Q: 3 clusters Score -1.451531e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108841 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -14515301.000000 Penalty: 5756.126465
	Iteration 56Q: 3 clusters Score -1.45153e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108855 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -14515306.000000 Penalty: 5756.126465
	Iteration 57Q: 3 clusters Score -1.451531e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108865 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -14515326.000000 Penalty: 5756.126465
	Iteration 58Q: 3 clusters Score -1.451533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108873 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -14515330.000000 Penalty: 5756.126465
	Iteration 59Q: 3 clusters Score -1.451533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108875 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -14515331.000000 Penalty: 5756.126465
	Iteration 60F: 3 clusters Score -1.451533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108879 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -14515339.000000 Penalty: 5756.126465
	Iteration 61Q: 3 clusters Score -1.451534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108884 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -14515334.000000 Penalty: 5756.126465
	Iteration 62Q: 3 clusters Score -1.451533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108892 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -14515326.000000 Penalty: 5756.126465
	Iteration 63Q: 3 clusters Score -1.451533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108897 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -14515331.000000 Penalty: 5756.126465
	Iteration 64Q: 3 clusters Score -1.451533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108902 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -14515328.000000 Penalty: 5756.126465
	Iteration 65Q: 3 clusters Score -1.451533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -14515314.000000 Penalty: 5756.126465
	Iteration 66Q: 3 clusters Score -1.451531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108909 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -14515311.000000 Penalty: 5756.126465
	Iteration 67Q: 3 clusters Score -1.451531e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108917 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -14515316.000000 Penalty: 5756.126465
	Iteration 68Q: 3 clusters Score -1.451532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108919 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -14515323.000000 Penalty: 5756.126465
	Iteration 69Q: 3 clusters Score -1.451532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108923 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -14515325.000000 Penalty: 5756.126465
	Iteration 70Q: 3 clusters Score -1.451532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108926 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -14515325.000000 Penalty: 5756.126465
	Iteration 71Q: 3 clusters Score -1.451532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108926 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -14515325.000000 Penalty: 5756.126465
	Iteration 72F: 3 clusters Score -1.451532e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Entering Unmasked Estep 
Score: -1276440.500000 Penalty: 2285.055664
	Iteration 0F: 2 clusters Score -1276440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1268836.625000 Penalty: 4570.111328
	Iteration 0F: 3 clusters Score -1268837 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1271100.625000 Penalty: 4570.111328
	Iteration 1F: 3 clusters Score -1271101 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1271550.250000 Penalty: 4570.111328
	Iteration 2F: 3 clusters Score -1271550 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1272115.375000 Penalty: 4570.111328
	Iteration 3F: 3 clusters Score -1272115 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1272697.375000 Penalty: 4570.111328
	Iteration 4F: 3 clusters Score -1272697 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1273256.250000 Penalty: 4570.111328
	Iteration 5F: 3 clusters Score -1273256 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1273729.000000 Penalty: 4570.111328
	Iteration 6F: 3 clusters Score -1273729 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1274097.625000 Penalty: 4570.111328
	Iteration 7F: 3 clusters Score -1274098 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1274341.625000 Penalty: 4570.111328
	Iteration 8Q: 3 clusters Score -1274342 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1274499.250000 Penalty: 4570.111328
	Iteration 9Q: 3 clusters Score -1274499 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1274600.125000 Penalty: 4570.111328
	Iteration 10Q: 3 clusters Score -1274600 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1274689.625000 Penalty: 4570.111328
	Iteration 11Q: 3 clusters Score -1274690 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1274757.250000 Penalty: 4570.111328
	Iteration 12Q: 3 clusters Score -1274757 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1274812.375000 Penalty: 4570.111328
	Iteration 13Q: 3 clusters Score -1274812 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1274861.000000 Penalty: 4570.111328
	Iteration 14Q: 3 clusters Score -1274861 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1274901.750000 Penalty: 4570.111328
	Iteration 15Q: 3 clusters Score -1274902 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1274947.750000 Penalty: 4570.111328
	Iteration 16Q: 3 clusters Score -1274948 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1274980.250000 Penalty: 4570.111328
	Iteration 17Q: 3 clusters Score -1274980 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1275005.125000 Penalty: 4570.111328
	Iteration 18Q: 3 clusters Score -1275005 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1275029.875000 Penalty: 4570.111328
	Iteration 19Q: 3 clusters Score -1275030 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1275056.125000 Penalty: 4570.111328
	Iteration 20F: 3 clusters Score -1275056 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1275083.375000 Penalty: 4570.111328
	Iteration 21Q: 3 clusters Score -1275083 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1275105.625000 Penalty: 4570.111328
	Iteration 22Q: 3 clusters Score -1275106 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1275124.500000 Penalty: 4570.111328
	Iteration 23Q: 3 clusters Score -1275124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1275143.875000 Penalty: 4570.111328
	Iteration 24Q: 3 clusters Score -1275144 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1275152.000000 Penalty: 4570.111328
	Iteration 25Q: 3 clusters Score -1275152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1275165.875000 Penalty: 4570.111328
	Iteration 26Q: 3 clusters Score -1275166 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1275178.875000 Penalty: 4570.111328
	Iteration 27Q: 3 clusters Score -1275179 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1275192.500000 Penalty: 4570.111328
	Iteration 28Q: 3 clusters Score -1275192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1275207.000000 Penalty: 4570.111328
	Iteration 29Q: 3 clusters Score -1275207 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1275217.375000 Penalty: 4570.111328
	Iteration 30Q: 3 clusters Score -1275217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1275224.375000 Penalty: 4570.111328
	Iteration 31Q: 3 clusters Score -1275224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1275239.875000 Penalty: 4570.111328
	Iteration 32Q: 3 clusters Score -1275240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1275248.875000 Penalty: 4570.111328
	Iteration 33Q: 3 clusters Score -1275249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1275256.875000 Penalty: 4570.111328
	Iteration 34Q: 3 clusters Score -1275257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1275262.125000 Penalty: 4570.111328
	Iteration 35Q: 3 clusters Score -1275262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1275263.625000 Penalty: 4570.111328
	Iteration 36Q: 3 clusters Score -1275264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1275265.250000 Penalty: 4570.111328
	Iteration 37Q: 3 clusters Score -1275265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1275265.375000 Penalty: 4570.111328
	Iteration 38Q: 3 clusters Score -1275265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1275265.875000 Penalty: 4570.111328
	Iteration 39Q: 3 clusters Score -1275266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1275265.250000 Penalty: 4570.111328
	Iteration 40F: 3 clusters Score -1275265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Entering Unmasked Estep 
Score: -1035651.375000 Penalty: 2204.890137
	Iteration 0F: 2 clusters Score -1035651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1029686.312500 Penalty: 4409.780273
	Iteration 0F: 3 clusters Score -1029686 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1031161.437500 Penalty: 4409.780273
	Iteration 1F: 3 clusters Score -1031161 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1031410.625000 Penalty: 4409.780273
	Iteration 2F: 3 clusters Score -1031411 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1031571.250000 Penalty: 4409.780273
	Iteration 3F: 3 clusters Score -1031571 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1031690.625000 Penalty: 4409.780273
	Iteration 4Q: 3 clusters Score -1031691 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1031762.437500 Penalty: 4409.780273
	Iteration 5Q: 3 clusters Score -1031762 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1031821.500000 Penalty: 4409.780273
	Iteration 6Q: 3 clusters Score -1031822 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1031876.500000 Penalty: 4409.780273
	Iteration 7Q: 3 clusters Score -1031876 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1031924.750000 Penalty: 4409.780273
	Iteration 8Q: 3 clusters Score -1031925 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1031956.062500 Penalty: 4409.780273
	Iteration 9Q: 3 clusters Score -1031956 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1031978.937500 Penalty: 4409.780273
	Iteration 10Q: 3 clusters Score -1031979 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1031997.000000 Penalty: 4409.780273
	Iteration 11Q: 3 clusters Score -1031997 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1032011.875000 Penalty: 4409.780273
	Iteration 12Q: 3 clusters Score -1032012 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1032029.062500 Penalty: 4409.780273
	Iteration 13Q: 3 clusters Score -1032029 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1032038.125000 Penalty: 4409.780273
	Iteration 14Q: 3 clusters Score -1032038 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1032051.187500 Penalty: 4409.780273
	Iteration 15Q: 3 clusters Score -1032051 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1032062.687500 Penalty: 4409.780273
	Iteration 16Q: 3 clusters Score -1032063 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1032078.312500 Penalty: 4409.780273
	Iteration 17Q: 3 clusters Score -1032078 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1032094.562500 Penalty: 4409.780273
	Iteration 18Q: 3 clusters Score -1032095 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1032108.437500 Penalty: 4409.780273
	Iteration 19Q: 3 clusters Score -1032108 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1032119.062500 Penalty: 4409.780273
	Iteration 20F: 3 clusters Score -1032119 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1032133.187500 Penalty: 4409.780273
	Iteration 21Q: 3 clusters Score -1032133 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1032148.812500 Penalty: 4409.780273
	Iteration 22Q: 3 clusters Score -1032149 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1032159.812500 Penalty: 4409.780273
	Iteration 23Q: 3 clusters Score -1032160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1032172.500000 Penalty: 4409.780273
	Iteration 24Q: 3 clusters Score -1032172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1032182.250000 Penalty: 4409.780273
	Iteration 25Q: 3 clusters Score -1032182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1032190.500000 Penalty: 4409.780273
	Iteration 26Q: 3 clusters Score -1032190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1032205.812500 Penalty: 4409.780273
	Iteration 27Q: 3 clusters Score -1032206 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1032219.000000 Penalty: 4409.780273
	Iteration 28Q: 3 clusters Score -1032219 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1032236.375000 Penalty: 4409.780273
	Iteration 29Q: 3 clusters Score -1032236 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1032265.812500 Penalty: 4409.780273
	Iteration 30Q: 3 clusters Score -1032266 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1032300.812500 Penalty: 4409.780273
	Iteration 31Q: 3 clusters Score -1032301 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1032331.812500 Penalty: 4409.780273
	Iteration 32Q: 3 clusters Score -1032332 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1032383.312500 Penalty: 4409.780273
	Iteration 33Q: 3 clusters Score -1032383 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1032452.562500 Penalty: 4409.780273
	Iteration 34Q: 3 clusters Score -1032453 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1032527.750000 Penalty: 4409.780273
	Iteration 35Q: 3 clusters Score -1032528 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1032611.375000 Penalty: 4409.780273
	Iteration 36Q: 3 clusters Score -1032611 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1032716.375000 Penalty: 4409.780273
	Iteration 37Q: 3 clusters Score -1032716 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1032825.125000 Penalty: 4409.780273
	Iteration 38Q: 3 clusters Score -1032825 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1032922.187500 Penalty: 4409.780273
	Iteration 39Q: 3 clusters Score -1032922 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1033023.625000 Penalty: 4409.780273
	Iteration 40F: 3 clusters Score -1033024 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1033129.187500 Penalty: 4409.780273
	Iteration 41Q: 3 clusters Score -1033129 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1033221.125000 Penalty: 4409.780273
	Iteration 42Q: 3 clusters Score -1033221 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1033285.562500 Penalty: 4409.780273
	Iteration 43Q: 3 clusters Score -1033286 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1033353.062500 Penalty: 4409.780273
	Iteration 44Q: 3 clusters Score -1033353 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1033407.062500 Penalty: 4409.780273
	Iteration 45Q: 3 clusters Score -1033407 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1033458.812500 Penalty: 4409.780273
	Iteration 46Q: 3 clusters Score -1033459 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1033499.187500 Penalty: 4409.780273
	Iteration 47Q: 3 clusters Score -1033499 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1033536.750000 Penalty: 4409.780273
	Iteration 48Q: 3 clusters Score -1033537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1033569.062500 Penalty: 4409.780273
	Iteration 49Q: 3 clusters Score -1033569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1033586.062500 Penalty: 4409.780273
	Iteration 50Q: 3 clusters Score -1033586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1033601.000000 Penalty: 4409.780273
	Iteration 51Q: 3 clusters Score -1033601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1033622.875000 Penalty: 4409.780273
	Iteration 52Q: 3 clusters Score -1033623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1033642.562500 Penalty: 4409.780273
	Iteration 53Q: 3 clusters Score -1033643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1033662.312500 Penalty: 4409.780273
	Iteration 54Q: 3 clusters Score -1033662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1033677.500000 Penalty: 4409.780273
	Iteration 55Q: 3 clusters Score -1033678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1033691.187500 Penalty: 4409.780273
	Iteration 56Q: 3 clusters Score -1033691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1033702.500000 Penalty: 4409.780273
	Iteration 57Q: 3 clusters Score -1033702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1033707.125000 Penalty: 4409.780273
	Iteration 58Q: 3 clusters Score -1033707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1033706.937500 Penalty: 4409.780273
	Iteration 59Q: 3 clusters Score -1033707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1033709.625000 Penalty: 4409.780273
	Iteration 60F: 3 clusters Score -1033710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1033711.875000 Penalty: 4409.780273
	Iteration 61Q: 3 clusters Score -1033712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1033718.312500 Penalty: 4409.780273
	Iteration 62Q: 3 clusters Score -1033718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1033724.625000 Penalty: 4409.780273
	Iteration 63Q: 3 clusters Score -1033725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1033727.562500 Penalty: 4409.780273
	Iteration 64Q: 3 clusters Score -1033728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1033730.000000 Penalty: 4409.780273
	Iteration 65Q: 3 clusters Score -1033730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1033731.812500 Penalty: 4409.780273
	Iteration 66Q: 3 clusters Score -1033732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1033731.500000 Penalty: 4409.780273
	Iteration 67Q: 3 clusters Score -1033732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1033732.812500 Penalty: 4409.780273
	Iteration 68Q: 3 clusters Score -1033733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1033735.062500 Penalty: 4409.780273
	Iteration 69Q: 3 clusters Score -1033735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1033735.125000 Penalty: 4409.780273
	Iteration 70Q: 3 clusters Score -1033735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1033736.312500 Penalty: 4409.780273
	Iteration 71Q: 3 clusters Score -1033736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1033736.562500 Penalty: 4409.780273
	Iteration 72Q: 3 clusters Score -1033737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1033736.562500 Penalty: 4409.780273
	Iteration 73F: 3 clusters Score -1033737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -38128.039062 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -38128.04 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 161 members 
Entering Unmasked Estep 
Score: -36832.476562 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -36832.48 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -37077.972656 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -37077.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37156.617188 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -37156.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -37269.257812 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -37269.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -37309.437500 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -37309.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -37341.011719 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -37341.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -37374.140625 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -37374.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -37408.515625 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -37408.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -37436.546875 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -37436.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -37476.226562 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -37476.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -37476.226562 Penalty: 2868.777344
	Iteration 10F: 3 clusters Score -37476.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (79987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Entering Unmasked Estep 
Score: -10792534.000000 Penalty: 2799.825684
	Iteration 0F: 2 clusters Score -1.079253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -10738982.000000 Penalty: 5599.651367
	Iteration 0F: 3 clusters Score -1.073898e+07 nChanged 37464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -10760109.000000 Penalty: 5599.651367
	Iteration 1F: 3 clusters Score -1.076011e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -10760936.000000 Penalty: 5599.651367
	Iteration 2Q: 3 clusters Score -1.076094e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -10761655.000000 Penalty: 5599.651367
	Iteration 3Q: 3 clusters Score -1.076166e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -10762632.000000 Penalty: 5599.651367
	Iteration 4Q: 3 clusters Score -1.076263e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -10764060.000000 Penalty: 5599.651367
	Iteration 5Q: 3 clusters Score -1.076406e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51430 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -10766125.000000 Penalty: 5599.651367
	Iteration 6F: 3 clusters Score -1.076612e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -10769090.000000 Penalty: 5599.651367
	Iteration 7F: 3 clusters Score -1.076909e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60681 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -10772978.000000 Penalty: 5599.651367
	Iteration 8F: 3 clusters Score -1.077298e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65825 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -10777495.000000 Penalty: 5599.651367
	Iteration 9F: 3 clusters Score -1.07775e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70353 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -10781804.000000 Penalty: 5599.651367
	Iteration 10F: 3 clusters Score -1.07818e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73750 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -10784916.000000 Penalty: 5599.651367
	Iteration 11Q: 3 clusters Score -1.078492e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76016 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -10786954.000000 Penalty: 5599.651367
	Iteration 12Q: 3 clusters Score -1.078695e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77451 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -10788224.000000 Penalty: 5599.651367
	Iteration 13Q: 3 clusters Score -1.078822e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78375 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -10788963.000000 Penalty: 5599.651367
	Iteration 14Q: 3 clusters Score -1.078896e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78937 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -10789425.000000 Penalty: 5599.651367
	Iteration 15Q: 3 clusters Score -1.078942e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79251 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -10789681.000000 Penalty: 5599.651367
	Iteration 16Q: 3 clusters Score -1.078968e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79417 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -10789819.000000 Penalty: 5599.651367
	Iteration 17Q: 3 clusters Score -1.078982e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79516 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -10789909.000000 Penalty: 5599.651367
	Iteration 18Q: 3 clusters Score -1.078991e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79573 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -10789962.000000 Penalty: 5599.651367
	Iteration 19Q: 3 clusters Score -1.078996e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79610 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -10790014.000000 Penalty: 5599.651367
	Iteration 20F: 3 clusters Score -1.079001e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79636 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10790040.000000 Penalty: 5599.651367
	Iteration 21Q: 3 clusters Score -1.079004e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79652 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10790058.000000 Penalty: 5599.651367
	Iteration 22Q: 3 clusters Score -1.079006e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79664 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10790050.000000 Penalty: 5599.651367
	Iteration 23Q: 3 clusters Score -1.079005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79670 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10790069.000000 Penalty: 5599.651367
	Iteration 24Q: 3 clusters Score -1.079007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79675 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10790067.000000 Penalty: 5599.651367
	Iteration 25Q: 3 clusters Score -1.079007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79679 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10790069.000000 Penalty: 5599.651367
	Iteration 26Q: 3 clusters Score -1.079007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79681 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -10790072.000000 Penalty: 5599.651367
	Iteration 27Q: 3 clusters Score -1.079007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79683 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10790076.000000 Penalty: 5599.651367
	Iteration 28Q: 3 clusters Score -1.079008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79683 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10790076.000000 Penalty: 5599.651367
	Iteration 29F: 3 clusters Score -1.079008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (77083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77083 members 
Entering Unmasked Estep 
Score: -10390502.000000 Penalty: 2790.654297
	Iteration 0F: 2 clusters Score -1.03905e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -10338846.000000 Penalty: 5581.308594
	Iteration 0F: 3 clusters Score -1.033885e+07 nChanged 36199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -10359379.000000 Penalty: 5581.308594
	Iteration 1F: 3 clusters Score -1.035938e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -10360120.000000 Penalty: 5581.308594
	Iteration 2Q: 3 clusters Score -1.036012e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -10360908.000000 Penalty: 5581.308594
	Iteration 3Q: 3 clusters Score -1.036091e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -10361978.000000 Penalty: 5581.308594
	Iteration 4Q: 3 clusters Score -1.036198e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -10363763.000000 Penalty: 5581.308594
	Iteration 5Q: 3 clusters Score -1.036376e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -10366727.000000 Penalty: 5581.308594
	Iteration 6F: 3 clusters Score -1.036673e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -10371153.000000 Penalty: 5581.308594
	Iteration 7F: 3 clusters Score -1.037115e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -10376735.000000 Penalty: 5581.308594
	Iteration 8F: 3 clusters Score -1.037674e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63969 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -10381771.000000 Penalty: 5581.308594
	Iteration 9F: 3 clusters Score -1.038177e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67037 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -10385155.000000 Penalty: 5581.308594
	Iteration 10Q: 3 clusters Score -1.038516e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68851 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -10386897.000000 Penalty: 5581.308594
	Iteration 11Q: 3 clusters Score -1.03869e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69917 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -10387614.000000 Penalty: 5581.308594
	Iteration 12Q: 3 clusters Score -1.038761e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70627 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -10387889.000000 Penalty: 5581.308594
	Iteration 13Q: 3 clusters Score -1.038789e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71178 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -10388096.000000 Penalty: 5581.308594
	Iteration 14Q: 3 clusters Score -1.03881e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71666 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -10388293.000000 Penalty: 5581.308594
	Iteration 15Q: 3 clusters Score -1.038829e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72105 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -10388459.000000 Penalty: 5581.308594
	Iteration 16Q: 3 clusters Score -1.038846e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72494 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -10388587.000000 Penalty: 5581.308594
	Iteration 17Q: 3 clusters Score -1.038859e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72834 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -10388638.000000 Penalty: 5581.308594
	Iteration 18Q: 3 clusters Score -1.038864e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73142 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -10388752.000000 Penalty: 5581.308594
	Iteration 19Q: 3 clusters Score -1.038875e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73402 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -10388837.000000 Penalty: 5581.308594
	Iteration 20F: 3 clusters Score -1.038884e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73619 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -10388893.000000 Penalty: 5581.308594
	Iteration 21Q: 3 clusters Score -1.038889e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73777 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -10388938.000000 Penalty: 5581.308594
	Iteration 22Q: 3 clusters Score -1.038894e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73915 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -10388952.000000 Penalty: 5581.308594
	Iteration 23Q: 3 clusters Score -1.038895e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74061 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -10389015.000000 Penalty: 5581.308594
	Iteration 24Q: 3 clusters Score -1.038902e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74196 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -10389077.000000 Penalty: 5581.308594
	Iteration 25Q: 3 clusters Score -1.038908e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74327 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -10389102.000000 Penalty: 5581.308594
	Iteration 26Q: 3 clusters Score -1.03891e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74454 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -10389152.000000 Penalty: 5581.308594
	Iteration 27Q: 3 clusters Score -1.038915e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74565 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -10389180.000000 Penalty: 5581.308594
	Iteration 28Q: 3 clusters Score -1.038918e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74649 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -10389202.000000 Penalty: 5581.308594
	Iteration 29Q: 3 clusters Score -1.03892e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74708 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -10389207.000000 Penalty: 5581.308594
	Iteration 30Q: 3 clusters Score -1.038921e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74760 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -10389219.000000 Penalty: 5581.308594
	Iteration 31Q: 3 clusters Score -1.038922e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74815 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -10389232.000000 Penalty: 5581.308594
	Iteration 32Q: 3 clusters Score -1.038923e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74861 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -10389237.000000 Penalty: 5581.308594
	Iteration 33Q: 3 clusters Score -1.038924e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74892 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -10389230.000000 Penalty: 5581.308594
	Iteration 34Q: 3 clusters Score -1.038923e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74929 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -10389238.000000 Penalty: 5581.308594
	Iteration 35Q: 3 clusters Score -1.038924e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74968 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -10389249.000000 Penalty: 5581.308594
	Iteration 36Q: 3 clusters Score -1.038925e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74995 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -10389271.000000 Penalty: 5581.308594
	Iteration 37Q: 3 clusters Score -1.038927e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75026 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -10389282.000000 Penalty: 5581.308594
	Iteration 38Q: 3 clusters Score -1.038928e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75054 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -10389273.000000 Penalty: 5581.308594
	Iteration 39Q: 3 clusters Score -1.038927e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75078 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -10389272.000000 Penalty: 5581.308594
	Iteration 40F: 3 clusters Score -1.038927e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75103 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -10389267.000000 Penalty: 5581.308594
	Iteration 41Q: 3 clusters Score -1.038927e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75123 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -10389269.000000 Penalty: 5581.308594
	Iteration 42Q: 3 clusters Score -1.038927e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75144 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -10389276.000000 Penalty: 5581.308594
	Iteration 43Q: 3 clusters Score -1.038928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75157 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -10389276.000000 Penalty: 5581.308594
	Iteration 44Q: 3 clusters Score -1.038928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75169 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -10389276.000000 Penalty: 5581.308594
	Iteration 45Q: 3 clusters Score -1.038928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75179 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -10389278.000000 Penalty: 5581.308594
	Iteration 46Q: 3 clusters Score -1.038928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75192 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -10389258.000000 Penalty: 5581.308594
	Iteration 47Q: 3 clusters Score -1.038926e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75199 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -10389257.000000 Penalty: 5581.308594
	Iteration 48Q: 3 clusters Score -1.038926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75208 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -10389262.000000 Penalty: 5581.308594
	Iteration 49Q: 3 clusters Score -1.038926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75215 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -10389264.000000 Penalty: 5581.308594
	Iteration 50Q: 3 clusters Score -1.038926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75227 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -10389253.000000 Penalty: 5581.308594
	Iteration 51Q: 3 clusters Score -1.038925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75232 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -10389267.000000 Penalty: 5581.308594
	Iteration 52Q: 3 clusters Score -1.038927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75236 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -10389260.000000 Penalty: 5581.308594
	Iteration 53Q: 3 clusters Score -1.038926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75240 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -10389259.000000 Penalty: 5581.308594
	Iteration 54Q: 3 clusters Score -1.038926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75246 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -10389262.000000 Penalty: 5581.308594
	Iteration 55Q: 3 clusters Score -1.038926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75250 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -10389259.000000 Penalty: 5581.308594
	Iteration 56Q: 3 clusters Score -1.038926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75257 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -10389267.000000 Penalty: 5581.308594
	Iteration 57Q: 3 clusters Score -1.038927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75263 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -10389270.000000 Penalty: 5581.308594
	Iteration 58Q: 3 clusters Score -1.038927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75270 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -10389273.000000 Penalty: 5581.308594
	Iteration 59Q: 3 clusters Score -1.038927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75275 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -10389276.000000 Penalty: 5581.308594
	Iteration 60F: 3 clusters Score -1.038928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75277 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -10389275.000000 Penalty: 5581.308594
	Iteration 61Q: 3 clusters Score -1.038928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75279 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -10389286.000000 Penalty: 5581.308594
	Iteration 62Q: 3 clusters Score -1.038929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75280 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -10389283.000000 Penalty: 5581.308594
	Iteration 63Q: 3 clusters Score -1.038928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75281 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -10389286.000000 Penalty: 5581.308594
	Iteration 64Q: 3 clusters Score -1.038929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75283 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -10389286.000000 Penalty: 5581.308594
	Iteration 65Q: 3 clusters Score -1.038929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75284 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -10389290.000000 Penalty: 5581.308594
	Iteration 66Q: 3 clusters Score -1.038929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75285 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -10389280.000000 Penalty: 5581.308594
	Iteration 67Q: 3 clusters Score -1.038928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75284 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -10389288.000000 Penalty: 5581.308594
	Iteration 68Q: 3 clusters Score -1.038929e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75283 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -10389288.000000 Penalty: 5581.308594
	Iteration 69Q: 3 clusters Score -1.038929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75284 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -10389288.000000 Penalty: 5581.308594
	Iteration 70Q: 3 clusters Score -1.038929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75285 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -10389287.000000 Penalty: 5581.308594
	Iteration 71Q: 3 clusters Score -1.038929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75286 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -10389289.000000 Penalty: 5581.308594
	Iteration 72Q: 3 clusters Score -1.038929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75286 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -10389289.000000 Penalty: 5581.308594
	Iteration 73F: 3 clusters Score -1.038929e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -41403.699219 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -41403.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40202.156250 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -40202.16 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -41063.312500 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -41063.31 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41871.800781 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -41871.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42163.402344 Penalty: 3001.836182
	Iteration 3F: 3 clusters Score -42163.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42272.472656 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -42272.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42367.343750 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -42367.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42426.265625 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -42426.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42434.046875 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -42434.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42434.046875 Penalty: 3001.836182
	Iteration 8F: 3 clusters Score -42434.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 109655 members 
Mstep: Class 2 contains 10036 members 
Mstep: Class 3 contains 7264 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 79987 members 
Mstep: Class 6 contains 77083 members 
Mstep: Class 7 contains 208 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 162943 members 
Mstep: Class 10 contains 3024 members 
Mstep: Class 11 contains 167237 members 
Mstep: Class 12 contains 111065 members 
Mstep: Class 13 contains 149544 members 
Mstep: Class 14 contains 155879 members 
Mstep: Class 15 contains 4757 members 
Mstep: Class 16 contains 2789 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 176602 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159254 members 
Mstep: Class 22 contains 217 members 
Entering Unmasked Estep 
Score: -180430896.000000 Penalty: 77136.718750
Splitting cluster 7 changes total score from -180432064.000000 to -180430896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -71767.906250 Penalty: 1573.717773
	Iteration 0F: 2 clusters Score -71767.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70200.820312 Penalty: 3147.435547
	Iteration 0F: 3 clusters Score -70200.82 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -70374.226562 Penalty: 3147.435547
	Iteration 1F: 3 clusters Score -70374.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70461.375000 Penalty: 3147.435547
	Iteration 2F: 3 clusters Score -70461.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70506.289062 Penalty: 3147.435547
	Iteration 3Q: 3 clusters Score -70506.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -70539.281250 Penalty: 3147.435547
	Iteration 4Q: 3 clusters Score -70539.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -70563.429688 Penalty: 3147.435547
	Iteration 5Q: 3 clusters Score -70563.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70582.960938 Penalty: 3147.435547
	Iteration 6Q: 3 clusters Score -70582.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -70598.281250 Penalty: 3147.435547
	Iteration 7Q: 3 clusters Score -70598.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70616.765625 Penalty: 3147.435547
	Iteration 8Q: 3 clusters Score -70616.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -70632.554688 Penalty: 3147.435547
	Iteration 9Q: 3 clusters Score -70632.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70637.570312 Penalty: 3147.435547
	Iteration 10Q: 3 clusters Score -70637.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -70642.320312 Penalty: 3147.435547
	Iteration 11Q: 3 clusters Score -70642.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -70645.585938 Penalty: 3147.435547
	Iteration 12Q: 3 clusters Score -70645.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70649.664062 Penalty: 3147.435547
	Iteration 13Q: 3 clusters Score -70649.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -70651.445312 Penalty: 3147.435547
	Iteration 14Q: 3 clusters Score -70651.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -70651.445312 Penalty: 3147.435547
	Iteration 15F: 3 clusters Score -70651.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (162943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162943 members 
Entering Unmasked Estep 
Score: -21792512.000000 Penalty: 2976.286621
	Iteration 0F: 2 clusters Score -2.179251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81537 members 
Mstep: Class 2 contains 81406 members 
Entering Unmasked Estep 
Score: -21686232.000000 Penalty: 5952.573242
	Iteration 0F: 3 clusters Score -2.168623e+07 nChanged 78247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82040 members 
Mstep: Class 2 contains 80903 members 
Entering Unmasked Estep 
Score: -21732260.000000 Penalty: 5952.573242
	Iteration 1F: 3 clusters Score -2.173226e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82392 members 
Mstep: Class 2 contains 80551 members 
Entering Unmasked Estep 
Score: -21733048.000000 Penalty: 5952.573242
	Iteration 2Q: 3 clusters Score -2.173305e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 80051 members 
Entering Unmasked Estep 
Score: -21734060.000000 Penalty: 5952.573242
	Iteration 3Q: 3 clusters Score -2.173406e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83643 members 
Mstep: Class 2 contains 79300 members 
Entering Unmasked Estep 
Score: -21735578.000000 Penalty: 5952.573242
	Iteration 4Q: 3 clusters Score -2.173558e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84868 members 
Mstep: Class 2 contains 78075 members 
Entering Unmasked Estep 
Score: -21737500.000000 Penalty: 5952.573242
	Iteration 5Q: 3 clusters Score -2.17375e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86837 members 
Mstep: Class 2 contains 76106 members 
Entering Unmasked Estep 
Score: -21740348.000000 Penalty: 5952.573242
	Iteration 6Q: 3 clusters Score -2.174035e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 73018 members 
Entering Unmasked Estep 
Score: -21744610.000000 Penalty: 5952.573242
	Iteration 7Q: 3 clusters Score -2.174461e+07 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94498 members 
Mstep: Class 2 contains 68445 members 
Entering Unmasked Estep 
Score: -21751148.000000 Penalty: 5952.573242
	Iteration 8F: 3 clusters Score -2.175115e+07 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100264 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -21759608.000000 Penalty: 5952.573242
	Iteration 9F: 3 clusters Score -2.175961e+07 nChanged 11018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105792 members 
Mstep: Class 2 contains 57151 members 
Entering Unmasked Estep 
Score: -21767392.000000 Penalty: 5952.573242
	Iteration 10F: 3 clusters Score -2.176739e+07 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109971 members 
Mstep: Class 2 contains 52972 members 
Entering Unmasked Estep 
Score: -21772714.000000 Penalty: 5952.573242
	Iteration 11F: 3 clusters Score -2.177271e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113100 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -21775468.000000 Penalty: 5952.573242
	Iteration 12Q: 3 clusters Score -2.177547e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115702 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -21777160.000000 Penalty: 5952.573242
	Iteration 13Q: 3 clusters Score -2.177716e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118176 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -21778292.000000 Penalty: 5952.573242
	Iteration 14Q: 3 clusters Score -2.177829e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120606 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -21779406.000000 Penalty: 5952.573242
	Iteration 15Q: 3 clusters Score -2.177941e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123120 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -21780624.000000 Penalty: 5952.573242
	Iteration 16Q: 3 clusters Score -2.178062e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125610 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -21781848.000000 Penalty: 5952.573242
	Iteration 17Q: 3 clusters Score -2.178185e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127983 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -21783286.000000 Penalty: 5952.573242
	Iteration 18Q: 3 clusters Score -2.178329e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130320 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -21784576.000000 Penalty: 5952.573242
	Iteration 19Q: 3 clusters Score -2.178458e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132491 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -21785896.000000 Penalty: 5952.573242
	Iteration 20F: 3 clusters Score -2.17859e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134484 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -21786750.000000 Penalty: 5952.573242
	Iteration 21Q: 3 clusters Score -2.178675e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136254 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -21787652.000000 Penalty: 5952.573242
	Iteration 22Q: 3 clusters Score -2.178765e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137941 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -21788418.000000 Penalty: 5952.573242
	Iteration 23Q: 3 clusters Score -2.178842e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139464 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -21788944.000000 Penalty: 5952.573242
	Iteration 24Q: 3 clusters Score -2.178894e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140852 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -21789506.000000 Penalty: 5952.573242
	Iteration 25Q: 3 clusters Score -2.178951e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142206 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -21790196.000000 Penalty: 5952.573242
	Iteration 26Q: 3 clusters Score -2.17902e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143508 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -21790544.000000 Penalty: 5952.573242
	Iteration 27Q: 3 clusters Score -2.179054e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144743 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -21790908.000000 Penalty: 5952.573242
	Iteration 28Q: 3 clusters Score -2.179091e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145947 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -21791260.000000 Penalty: 5952.573242
	Iteration 29Q: 3 clusters Score -2.179126e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147073 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -21791646.000000 Penalty: 5952.573242
	Iteration 30Q: 3 clusters Score -2.179165e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148155 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -21791952.000000 Penalty: 5952.573242
	Iteration 31Q: 3 clusters Score -2.179195e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149247 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -21792280.000000 Penalty: 5952.573242
	Iteration 32Q: 3 clusters Score -2.179228e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150352 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -21792470.000000 Penalty: 5952.573242
	Iteration 33Q: 3 clusters Score -2.179247e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151356 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -21792556.000000 Penalty: 5952.573242
	Iteration 34Q: 3 clusters Score -2.179256e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152331 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -21792734.000000 Penalty: 5952.573242
	Iteration 35Q: 3 clusters Score -2.179273e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153196 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -21792882.000000 Penalty: 5952.573242
	Iteration 36Q: 3 clusters Score -2.179288e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153963 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -21792838.000000 Penalty: 5952.573242
	Iteration 37Q: 3 clusters Score -2.179284e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154637 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -21792934.000000 Penalty: 5952.573242
	Iteration 38Q: 3 clusters Score -2.179293e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155259 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -21793042.000000 Penalty: 5952.573242
	Iteration 39Q: 3 clusters Score -2.179304e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155809 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -21793024.000000 Penalty: 5952.573242
	Iteration 40F: 3 clusters Score -2.179302e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156283 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -21793002.000000 Penalty: 5952.573242
	Iteration 41Q: 3 clusters Score -2.1793e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156687 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -21792992.000000 Penalty: 5952.573242
	Iteration 42Q: 3 clusters Score -2.179299e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157056 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -21792996.000000 Penalty: 5952.573242
	Iteration 43Q: 3 clusters Score -2.1793e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157405 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -21793024.000000 Penalty: 5952.573242
	Iteration 44Q: 3 clusters Score -2.179302e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157711 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -21792980.000000 Penalty: 5952.573242
	Iteration 45Q: 3 clusters Score -2.179298e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158006 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -21792980.000000 Penalty: 5952.573242
	Iteration 46Q: 3 clusters Score -2.179298e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158278 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -21792938.000000 Penalty: 5952.573242
	Iteration 47Q: 3 clusters Score -2.179294e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158509 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -21792900.000000 Penalty: 5952.573242
	Iteration 48Q: 3 clusters Score -2.17929e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158694 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -21792786.000000 Penalty: 5952.573242
	Iteration 49Q: 3 clusters Score -2.179279e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158854 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -21792772.000000 Penalty: 5952.573242
	Iteration 50Q: 3 clusters Score -2.179277e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158991 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -21792790.000000 Penalty: 5952.573242
	Iteration 51Q: 3 clusters Score -2.179279e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159122 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -21792754.000000 Penalty: 5952.573242
	Iteration 52Q: 3 clusters Score -2.179275e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159225 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -21792766.000000 Penalty: 5952.573242
	Iteration 53Q: 3 clusters Score -2.179277e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159294 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -21792750.000000 Penalty: 5952.573242
	Iteration 54Q: 3 clusters Score -2.179275e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159356 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -21792724.000000 Penalty: 5952.573242
	Iteration 55Q: 3 clusters Score -2.179272e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159419 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -21792664.000000 Penalty: 5952.573242
	Iteration 56Q: 3 clusters Score -2.179266e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159477 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -21792668.000000 Penalty: 5952.573242
	Iteration 57Q: 3 clusters Score -2.179267e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159519 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -21792628.000000 Penalty: 5952.573242
	Iteration 58Q: 3 clusters Score -2.179263e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159552 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -21792650.000000 Penalty: 5952.573242
	Iteration 59Q: 3 clusters Score -2.179265e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159573 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -21792636.000000 Penalty: 5952.573242
	Iteration 60F: 3 clusters Score -2.179264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159585 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -21792636.000000 Penalty: 5952.573242
	Iteration 61Q: 3 clusters Score -2.179264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159595 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -21792622.000000 Penalty: 5952.573242
	Iteration 62Q: 3 clusters Score -2.179262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159602 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -21792622.000000 Penalty: 5952.573242
	Iteration 63Q: 3 clusters Score -2.179262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159610 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -21792610.000000 Penalty: 5952.573242
	Iteration 64Q: 3 clusters Score -2.179261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159620 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -21792602.000000 Penalty: 5952.573242
	Iteration 65Q: 3 clusters Score -2.17926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159625 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -21792586.000000 Penalty: 5952.573242
	Iteration 66Q: 3 clusters Score -2.179259e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159629 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -21792580.000000 Penalty: 5952.573242
	Iteration 67Q: 3 clusters Score -2.179258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159636 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -21792586.000000 Penalty: 5952.573242
	Iteration 68Q: 3 clusters Score -2.179259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159640 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -21792574.000000 Penalty: 5952.573242
	Iteration 69Q: 3 clusters Score -2.179257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159643 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -21792570.000000 Penalty: 5952.573242
	Iteration 70Q: 3 clusters Score -2.179257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159645 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -21792588.000000 Penalty: 5952.573242
	Iteration 71Q: 3 clusters Score -2.179259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159645 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -21792588.000000 Penalty: 5952.573242
	Iteration 72F: 3 clusters Score -2.179259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 109655 members 
Mstep: Class 2 contains 10036 members 
Mstep: Class 3 contains 7264 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 79987 members 
Mstep: Class 6 contains 77083 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 159645 members 
Mstep: Class 10 contains 3024 members 
Mstep: Class 11 contains 167237 members 
Mstep: Class 12 contains 111065 members 
Mstep: Class 13 contains 149544 members 
Mstep: Class 14 contains 155879 members 
Mstep: Class 15 contains 4757 members 
Mstep: Class 16 contains 2789 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 176602 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159254 members 
Mstep: Class 22 contains 3298 members 
Entering Unmasked Estep 
Score: -180432592.000000 Penalty: 77136.718750
Splitting cluster 9 changes total score from -180432064.000000 to -180432592.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (3024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Entering Unmasked Estep 
Score: -400509.656250 Penalty: 1987.555176
	Iteration 0F: 2 clusters Score -400509.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -397269.093750 Penalty: 3975.110352
	Iteration 0F: 3 clusters Score -397269.1 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -398081.562500 Penalty: 3975.110352
	Iteration 1F: 3 clusters Score -398081.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -398385.562500 Penalty: 3975.110352
	Iteration 2F: 3 clusters Score -398385.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -398651.781250 Penalty: 3975.110352
	Iteration 3F: 3 clusters Score -398651.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -398840.500000 Penalty: 3975.110352
	Iteration 4F: 3 clusters Score -398840.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -398991.687500 Penalty: 3975.110352
	Iteration 5Q: 3 clusters Score -398991.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -399147.843750 Penalty: 3975.110352
	Iteration 6Q: 3 clusters Score -399147.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -399282.250000 Penalty: 3975.110352
	Iteration 7Q: 3 clusters Score -399282.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -399391.812500 Penalty: 3975.110352
	Iteration 8Q: 3 clusters Score -399391.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -399467.218750 Penalty: 3975.110352
	Iteration 9Q: 3 clusters Score -399467.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -399528.875000 Penalty: 3975.110352
	Iteration 10Q: 3 clusters Score -399528.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -399584.000000 Penalty: 3975.110352
	Iteration 11Q: 3 clusters Score -399584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -399614.593750 Penalty: 3975.110352
	Iteration 12Q: 3 clusters Score -399614.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -399647.625000 Penalty: 3975.110352
	Iteration 13Q: 3 clusters Score -399647.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -399665.500000 Penalty: 3975.110352
	Iteration 14Q: 3 clusters Score -399665.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -399682.218750 Penalty: 3975.110352
	Iteration 15Q: 3 clusters Score -399682.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -399694.437500 Penalty: 3975.110352
	Iteration 16Q: 3 clusters Score -399694.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -399701.375000 Penalty: 3975.110352
	Iteration 17Q: 3 clusters Score -399701.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -399704.031250 Penalty: 3975.110352
	Iteration 18Q: 3 clusters Score -399704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -399706.625000 Penalty: 3975.110352
	Iteration 19Q: 3 clusters Score -399706.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -399707.937500 Penalty: 3975.110352
	Iteration 20F: 3 clusters Score -399707.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -399710.187500 Penalty: 3975.110352
	Iteration 21Q: 3 clusters Score -399710.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -399711.468750 Penalty: 3975.110352
	Iteration 22Q: 3 clusters Score -399711.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -399713.812500 Penalty: 3975.110352
	Iteration 23Q: 3 clusters Score -399713.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -399713.812500 Penalty: 3975.110352
	Iteration 24F: 3 clusters Score -399713.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (167237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167237 members 
Entering Unmasked Estep 
Score: -22629724.000000 Penalty: 2982.737549
	Iteration 0F: 2 clusters Score -2.262972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83720 members 
Mstep: Class 2 contains 83517 members 
Entering Unmasked Estep 
Score: -22520764.000000 Penalty: 5965.475098
	Iteration 0F: 3 clusters Score -2.252076e+07 nChanged 80536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83758 members 
Mstep: Class 2 contains 83479 members 
Entering Unmasked Estep 
Score: -22567660.000000 Penalty: 5965.475098
	Iteration 1F: 3 clusters Score -2.256766e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83961 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
Score: -22568428.000000 Penalty: 5965.475098
	Iteration 2Q: 3 clusters Score -2.256843e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84165 members 
Mstep: Class 2 contains 83072 members 
Entering Unmasked Estep 
Score: -22569226.000000 Penalty: 5965.475098
	Iteration 3Q: 3 clusters Score -2.256923e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84437 members 
Mstep: Class 2 contains 82800 members 
Entering Unmasked Estep 
Score: -22570290.000000 Penalty: 5965.475098
	Iteration 4Q: 3 clusters Score -2.257029e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84725 members 
Mstep: Class 2 contains 82512 members 
Entering Unmasked Estep 
Score: -22571518.000000 Penalty: 5965.475098
	Iteration 5Q: 3 clusters Score -2.257152e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85161 members 
Mstep: Class 2 contains 82076 members 
Entering Unmasked Estep 
Score: -22572854.000000 Penalty: 5965.475098
	Iteration 6Q: 3 clusters Score -2.257285e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85913 members 
Mstep: Class 2 contains 81324 members 
Entering Unmasked Estep 
Score: -22574566.000000 Penalty: 5965.475098
	Iteration 7Q: 3 clusters Score -2.257457e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87174 members 
Mstep: Class 2 contains 80063 members 
Entering Unmasked Estep 
Score: -22576604.000000 Penalty: 5965.475098
	Iteration 8Q: 3 clusters Score -2.25766e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89148 members 
Mstep: Class 2 contains 78089 members 
Entering Unmasked Estep 
Score: -22579132.000000 Penalty: 5965.475098
	Iteration 9Q: 3 clusters Score -2.257913e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92082 members 
Mstep: Class 2 contains 75155 members 
Entering Unmasked Estep 
Score: -22581862.000000 Penalty: 5965.475098
	Iteration 10Q: 3 clusters Score -2.258186e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96141 members 
Mstep: Class 2 contains 71096 members 
Entering Unmasked Estep 
Score: -22584774.000000 Penalty: 5965.475098
	Iteration 11Q: 3 clusters Score -2.258477e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101467 members 
Mstep: Class 2 contains 65770 members 
Entering Unmasked Estep 
Score: -22588086.000000 Penalty: 5965.475098
	Iteration 12Q: 3 clusters Score -2.258809e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108221 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
Score: -22591998.000000 Penalty: 5965.475098
	Iteration 13Q: 3 clusters Score -2.2592e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116285 members 
Mstep: Class 2 contains 50952 members 
Entering Unmasked Estep 
Score: -22596724.000000 Penalty: 5965.475098
	Iteration 14F: 3 clusters Score -2.259672e+07 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125258 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -22602090.000000 Penalty: 5965.475098
	Iteration 15F: 3 clusters Score -2.260209e+07 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134632 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -22608570.000000 Penalty: 5965.475098
	Iteration 16F: 3 clusters Score -2.260857e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143455 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -22614802.000000 Penalty: 5965.475098
	Iteration 17F: 3 clusters Score -2.26148e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150960 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -22619706.000000 Penalty: 5965.475098
	Iteration 18Q: 3 clusters Score -2.261971e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156487 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -22622906.000000 Penalty: 5965.475098
	Iteration 19Q: 3 clusters Score -2.262291e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160191 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -22624738.000000 Penalty: 5965.475098
	Iteration 20F: 3 clusters Score -2.262474e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162494 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -22625744.000000 Penalty: 5965.475098
	Iteration 21Q: 3 clusters Score -2.262574e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163908 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -22626356.000000 Penalty: 5965.475098
	Iteration 22Q: 3 clusters Score -2.262636e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164750 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -22626744.000000 Penalty: 5965.475098
	Iteration 23Q: 3 clusters Score -2.262674e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165255 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -22626926.000000 Penalty: 5965.475098
	Iteration 24Q: 3 clusters Score -2.262693e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165600 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -22627074.000000 Penalty: 5965.475098
	Iteration 25Q: 3 clusters Score -2.262707e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165799 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -22627200.000000 Penalty: 5965.475098
	Iteration 26Q: 3 clusters Score -2.26272e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165942 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -22627264.000000 Penalty: 5965.475098
	Iteration 27Q: 3 clusters Score -2.262726e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166048 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -22627312.000000 Penalty: 5965.475098
	Iteration 28Q: 3 clusters Score -2.262731e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166117 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -22627336.000000 Penalty: 5965.475098
	Iteration 29Q: 3 clusters Score -2.262734e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166168 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -22627340.000000 Penalty: 5965.475098
	Iteration 30Q: 3 clusters Score -2.262734e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166218 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -22627348.000000 Penalty: 5965.475098
	Iteration 31Q: 3 clusters Score -2.262735e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166244 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -22627360.000000 Penalty: 5965.475098
	Iteration 32Q: 3 clusters Score -2.262736e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166258 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -22627406.000000 Penalty: 5965.475098
	Iteration 33Q: 3 clusters Score -2.262741e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166279 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -22627406.000000 Penalty: 5965.475098
	Iteration 34Q: 3 clusters Score -2.262741e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166295 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -22627436.000000 Penalty: 5965.475098
	Iteration 35Q: 3 clusters Score -2.262744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166302 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -22627454.000000 Penalty: 5965.475098
	Iteration 36Q: 3 clusters Score -2.262745e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166313 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -22627458.000000 Penalty: 5965.475098
	Iteration 37Q: 3 clusters Score -2.262746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166322 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -22627454.000000 Penalty: 5965.475098
	Iteration 38Q: 3 clusters Score -2.262745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166334 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -22627450.000000 Penalty: 5965.475098
	Iteration 39Q: 3 clusters Score -2.262745e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166340 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -22627448.000000 Penalty: 5965.475098
	Iteration 40F: 3 clusters Score -2.262745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166349 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -22627462.000000 Penalty: 5965.475098
	Iteration 41Q: 3 clusters Score -2.262746e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166352 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -22627468.000000 Penalty: 5965.475098
	Iteration 42Q: 3 clusters Score -2.262747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166354 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -22627448.000000 Penalty: 5965.475098
	Iteration 43Q: 3 clusters Score -2.262745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166355 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -22627442.000000 Penalty: 5965.475098
	Iteration 44Q: 3 clusters Score -2.262744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166358 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -22627440.000000 Penalty: 5965.475098
	Iteration 45Q: 3 clusters Score -2.262744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166359 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -22627432.000000 Penalty: 5965.475098
	Iteration 46Q: 3 clusters Score -2.262743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166360 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -22627444.000000 Penalty: 5965.475098
	Iteration 47Q: 3 clusters Score -2.262744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166359 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -22627438.000000 Penalty: 5965.475098
	Iteration 48Q: 3 clusters Score -2.262744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166359 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -22627438.000000 Penalty: 5965.475098
	Iteration 49F: 3 clusters Score -2.262744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (111065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111065 members 
Entering Unmasked Estep 
Score: -14390120.000000 Penalty: 2881.232178
	Iteration 0F: 2 clusters Score -1.439012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -14315988.000000 Penalty: 5762.464355
	Iteration 0F: 3 clusters Score -1.431599e+07 nChanged 52569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58454 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -14345881.000000 Penalty: 5762.464355
	Iteration 1F: 3 clusters Score -1.434588e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60372 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -14346998.000000 Penalty: 5762.464355
	Iteration 2Q: 3 clusters Score -1.4347e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63482 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -14348822.000000 Penalty: 5762.464355
	Iteration 3Q: 3 clusters Score -1.434882e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68186 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -14352014.000000 Penalty: 5762.464355
	Iteration 4F: 3 clusters Score -1.435201e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74554 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -14357061.000000 Penalty: 5762.464355
	Iteration 5F: 3 clusters Score -1.435706e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82206 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -14363898.000000 Penalty: 5762.464355
	Iteration 6F: 3 clusters Score -1.43639e+07 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90013 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -14371479.000000 Penalty: 5762.464355
	Iteration 7F: 3 clusters Score -1.437148e+07 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96626 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -14377587.000000 Penalty: 5762.464355
	Iteration 8F: 3 clusters Score -1.437759e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101496 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -14381692.000000 Penalty: 5762.464355
	Iteration 9Q: 3 clusters Score -1.438169e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104871 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -14384369.000000 Penalty: 5762.464355
	Iteration 10Q: 3 clusters Score -1.438437e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107126 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -14386043.000000 Penalty: 5762.464355
	Iteration 11Q: 3 clusters Score -1.438604e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108501 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -14386950.000000 Penalty: 5762.464355
	Iteration 12Q: 3 clusters Score -1.438695e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109272 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -14387434.000000 Penalty: 5762.464355
	Iteration 13Q: 3 clusters Score -1.438743e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109726 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -14387674.000000 Penalty: 5762.464355
	Iteration 14Q: 3 clusters Score -1.438767e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109982 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -14387848.000000 Penalty: 5762.464355
	Iteration 15Q: 3 clusters Score -1.438785e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110132 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -14387963.000000 Penalty: 5762.464355
	Iteration 16Q: 3 clusters Score -1.438796e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110215 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -14388012.000000 Penalty: 5762.464355
	Iteration 17Q: 3 clusters Score -1.438801e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110276 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -14388026.000000 Penalty: 5762.464355
	Iteration 18Q: 3 clusters Score -1.438803e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110319 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -14388057.000000 Penalty: 5762.464355
	Iteration 19Q: 3 clusters Score -1.438806e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110345 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -14388065.000000 Penalty: 5762.464355
	Iteration 20F: 3 clusters Score -1.438806e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110368 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -14388072.000000 Penalty: 5762.464355
	Iteration 21Q: 3 clusters Score -1.438807e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110386 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -14388079.000000 Penalty: 5762.464355
	Iteration 22Q: 3 clusters Score -1.438808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110392 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -14388107.000000 Penalty: 5762.464355
	Iteration 23Q: 3 clusters Score -1.438811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110397 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -14388102.000000 Penalty: 5762.464355
	Iteration 24Q: 3 clusters Score -1.43881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110405 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -14388124.000000 Penalty: 5762.464355
	Iteration 25Q: 3 clusters Score -1.438812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110411 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -14388116.000000 Penalty: 5762.464355
	Iteration 26Q: 3 clusters Score -1.438812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110412 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -14388108.000000 Penalty: 5762.464355
	Iteration 27Q: 3 clusters Score -1.438811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110411 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -14388122.000000 Penalty: 5762.464355
	Iteration 28Q: 3 clusters Score -1.438812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110411 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -14388124.000000 Penalty: 5762.464355
	Iteration 29Q: 3 clusters Score -1.438812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110411 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -14388124.000000 Penalty: 5762.464355
	Iteration 30F: 3 clusters Score -1.438812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (149544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149544 members 
Entering Unmasked Estep 
Score: -19942792.000000 Penalty: 2955.005859
	Iteration 0F: 2 clusters Score -1.994279e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75062 members 
Mstep: Class 2 contains 74482 members 
Entering Unmasked Estep 
Score: -19843668.000000 Penalty: 5910.011719
	Iteration 0F: 3 clusters Score -1.984367e+07 nChanged 71236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79552 members 
Mstep: Class 2 contains 69992 members 
Entering Unmasked Estep 
Score: -19885152.000000 Penalty: 5910.011719
	Iteration 1F: 3 clusters Score -1.988515e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82090 members 
Mstep: Class 2 contains 67454 members 
Entering Unmasked Estep 
Score: -19886434.000000 Penalty: 5910.011719
	Iteration 2Q: 3 clusters Score -1.988643e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85800 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -19888508.000000 Penalty: 5910.011719
	Iteration 3Q: 3 clusters Score -1.988851e+07 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91124 members 
Mstep: Class 2 contains 58420 members 
Entering Unmasked Estep 
Score: -19892128.000000 Penalty: 5910.011719
	Iteration 4Q: 3 clusters Score -1.989213e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98133 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -19897444.000000 Penalty: 5910.011719
	Iteration 5F: 3 clusters Score -1.989744e+07 nChanged 9381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106782 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -19904596.000000 Penalty: 5910.011719
	Iteration 6F: 3 clusters Score -1.99046e+07 nChanged 9938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116086 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -19912822.000000 Penalty: 5910.011719
	Iteration 7F: 3 clusters Score -1.991282e+07 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125032 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -19920674.000000 Penalty: 5910.011719
	Iteration 8F: 3 clusters Score -1.992067e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132226 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -19926836.000000 Penalty: 5910.011719
	Iteration 9F: 3 clusters Score -1.992684e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137667 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -19931288.000000 Penalty: 5910.011719
	Iteration 10Q: 3 clusters Score -1.993129e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141549 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -19934438.000000 Penalty: 5910.011719
	Iteration 11Q: 3 clusters Score -1.993444e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144248 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -19936746.000000 Penalty: 5910.011719
	Iteration 12Q: 3 clusters Score -1.993675e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146016 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -19938140.000000 Penalty: 5910.011719
	Iteration 13Q: 3 clusters Score -1.993814e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147163 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -19939044.000000 Penalty: 5910.011719
	Iteration 14Q: 3 clusters Score -1.993904e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147844 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -19939516.000000 Penalty: 5910.011719
	Iteration 15Q: 3 clusters Score -1.993952e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148278 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -19939780.000000 Penalty: 5910.011719
	Iteration 16Q: 3 clusters Score -1.993978e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148534 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -19940004.000000 Penalty: 5910.011719
	Iteration 17Q: 3 clusters Score -1.994e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148701 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -19940098.000000 Penalty: 5910.011719
	Iteration 18Q: 3 clusters Score -1.99401e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148788 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -19940164.000000 Penalty: 5910.011719
	Iteration 19Q: 3 clusters Score -1.994016e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148857 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -19940238.000000 Penalty: 5910.011719
	Iteration 20F: 3 clusters Score -1.994024e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148903 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -19940250.000000 Penalty: 5910.011719
	Iteration 21Q: 3 clusters Score -1.994025e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148935 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -19940250.000000 Penalty: 5910.011719
	Iteration 22Q: 3 clusters Score -1.994025e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148950 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -19940254.000000 Penalty: 5910.011719
	Iteration 23Q: 3 clusters Score -1.994025e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148962 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -19940254.000000 Penalty: 5910.011719
	Iteration 24Q: 3 clusters Score -1.994025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148970 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -19940278.000000 Penalty: 5910.011719
	Iteration 25Q: 3 clusters Score -1.994028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148976 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -19940282.000000 Penalty: 5910.011719
	Iteration 26Q: 3 clusters Score -1.994028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148978 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -19940278.000000 Penalty: 5910.011719
	Iteration 27Q: 3 clusters Score -1.994028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148979 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -19940290.000000 Penalty: 5910.011719
	Iteration 28Q: 3 clusters Score -1.994029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148982 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -19940282.000000 Penalty: 5910.011719
	Iteration 29Q: 3 clusters Score -1.994028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148982 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -19940282.000000 Penalty: 5910.011719
	Iteration 30F: 3 clusters Score -1.994028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (155879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155879 members 
Entering Unmasked Estep 
Score: -20686358.000000 Penalty: 2965.295166
	Iteration 0F: 2 clusters Score -2.068636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77828 members 
Mstep: Class 2 contains 78051 members 
Entering Unmasked Estep 
Score: -20583444.000000 Penalty: 5930.590332
	Iteration 0F: 3 clusters Score -2.058344e+07 nChanged 74478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77948 members 
Mstep: Class 2 contains 77931 members 
Entering Unmasked Estep 
Score: -20627136.000000 Penalty: 5930.590332
	Iteration 1F: 3 clusters Score -2.062714e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77891 members 
Mstep: Class 2 contains 77988 members 
Entering Unmasked Estep 
Score: -20628222.000000 Penalty: 5930.590332
	Iteration 2Q: 3 clusters Score -2.062822e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77859 members 
Mstep: Class 2 contains 78020 members 
Entering Unmasked Estep 
Score: -20629372.000000 Penalty: 5930.590332
	Iteration 3Q: 3 clusters Score -2.062937e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77853 members 
Mstep: Class 2 contains 78026 members 
Entering Unmasked Estep 
Score: -20630498.000000 Penalty: 5930.590332
	Iteration 4Q: 3 clusters Score -2.06305e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77841 members 
Mstep: Class 2 contains 78038 members 
Entering Unmasked Estep 
Score: -20631942.000000 Penalty: 5930.590332
	Iteration 5Q: 3 clusters Score -2.063194e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77639 members 
Mstep: Class 2 contains 78240 members 
Entering Unmasked Estep 
Score: -20633462.000000 Penalty: 5930.590332
	Iteration 6Q: 3 clusters Score -2.063346e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77130 members 
Mstep: Class 2 contains 78749 members 
Entering Unmasked Estep 
Score: -20635350.000000 Penalty: 5930.590332
	Iteration 7Q: 3 clusters Score -2.063535e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 79944 members 
Entering Unmasked Estep 
Score: -20637784.000000 Penalty: 5930.590332
	Iteration 8Q: 3 clusters Score -2.063778e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73846 members 
Mstep: Class 2 contains 82033 members 
Entering Unmasked Estep 
Score: -20640828.000000 Penalty: 5930.590332
	Iteration 9Q: 3 clusters Score -2.064083e+07 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70497 members 
Mstep: Class 2 contains 85382 members 
Entering Unmasked Estep 
Score: -20645478.000000 Penalty: 5930.590332
	Iteration 10F: 3 clusters Score -2.064548e+07 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66005 members 
Mstep: Class 2 contains 89874 members 
Entering Unmasked Estep 
Score: -20651678.000000 Penalty: 5930.590332
	Iteration 11F: 3 clusters Score -2.065168e+07 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60859 members 
Mstep: Class 2 contains 95020 members 
Entering Unmasked Estep 
Score: -20659100.000000 Penalty: 5930.590332
	Iteration 12F: 3 clusters Score -2.06591e+07 nChanged 9169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 99683 members 
Entering Unmasked Estep 
Score: -20664950.000000 Penalty: 5930.590332
	Iteration 13F: 3 clusters Score -2.066495e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52440 members 
Mstep: Class 2 contains 103439 members 
Entering Unmasked Estep 
Score: -20668420.000000 Penalty: 5930.590332
	Iteration 14Q: 3 clusters Score -2.066842e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 106772 members 
Entering Unmasked Estep 
Score: -20670238.000000 Penalty: 5930.590332
	Iteration 15Q: 3 clusters Score -2.067024e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 109946 members 
Entering Unmasked Estep 
Score: -20671744.000000 Penalty: 5930.590332
	Iteration 16Q: 3 clusters Score -2.067174e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 113001 members 
Entering Unmasked Estep 
Score: -20673044.000000 Penalty: 5930.590332
	Iteration 17Q: 3 clusters Score -2.067304e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 116007 members 
Entering Unmasked Estep 
Score: -20674170.000000 Penalty: 5930.590332
	Iteration 18Q: 3 clusters Score -2.067417e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 118874 members 
Entering Unmasked Estep 
Score: -20675116.000000 Penalty: 5930.590332
	Iteration 19Q: 3 clusters Score -2.067512e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 121566 members 
Entering Unmasked Estep 
Score: -20676100.000000 Penalty: 5930.590332
	Iteration 20F: 3 clusters Score -2.06761e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 124120 members 
Entering Unmasked Estep 
Score: -20676950.000000 Penalty: 5930.590332
	Iteration 21Q: 3 clusters Score -2.067695e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 126555 members 
Entering Unmasked Estep 
Score: -20677872.000000 Penalty: 5930.590332
	Iteration 22Q: 3 clusters Score -2.067787e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 128887 members 
Entering Unmasked Estep 
Score: -20678748.000000 Penalty: 5930.590332
	Iteration 23Q: 3 clusters Score -2.067875e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 131078 members 
Entering Unmasked Estep 
Score: -20679526.000000 Penalty: 5930.590332
	Iteration 24Q: 3 clusters Score -2.067953e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 133149 members 
Entering Unmasked Estep 
Score: -20680304.000000 Penalty: 5930.590332
	Iteration 25Q: 3 clusters Score -2.06803e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 134994 members 
Entering Unmasked Estep 
Score: -20681040.000000 Penalty: 5930.590332
	Iteration 26Q: 3 clusters Score -2.068104e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 136640 members 
Entering Unmasked Estep 
Score: -20681576.000000 Penalty: 5930.590332
	Iteration 27Q: 3 clusters Score -2.068158e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 138117 members 
Entering Unmasked Estep 
Score: -20681976.000000 Penalty: 5930.590332
	Iteration 28Q: 3 clusters Score -2.068198e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 139497 members 
Entering Unmasked Estep 
Score: -20682324.000000 Penalty: 5930.590332
	Iteration 29Q: 3 clusters Score -2.068232e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 140825 members 
Entering Unmasked Estep 
Score: -20682732.000000 Penalty: 5930.590332
	Iteration 30Q: 3 clusters Score -2.068273e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 142028 members 
Entering Unmasked Estep 
Score: -20683186.000000 Penalty: 5930.590332
	Iteration 31Q: 3 clusters Score -2.068319e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 143107 members 
Entering Unmasked Estep 
Score: -20683568.000000 Penalty: 5930.590332
	Iteration 32Q: 3 clusters Score -2.068357e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 144099 members 
Entering Unmasked Estep 
Score: -20683918.000000 Penalty: 5930.590332
	Iteration 33Q: 3 clusters Score -2.068392e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 144991 members 
Entering Unmasked Estep 
Score: -20684178.000000 Penalty: 5930.590332
	Iteration 34Q: 3 clusters Score -2.068418e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 145781 members 
Entering Unmasked Estep 
Score: -20684382.000000 Penalty: 5930.590332
	Iteration 35Q: 3 clusters Score -2.068438e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 146539 members 
Entering Unmasked Estep 
Score: -20684634.000000 Penalty: 5930.590332
	Iteration 36Q: 3 clusters Score -2.068463e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 147227 members 
Entering Unmasked Estep 
Score: -20684900.000000 Penalty: 5930.590332
	Iteration 37Q: 3 clusters Score -2.06849e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 147846 members 
Entering Unmasked Estep 
Score: -20685114.000000 Penalty: 5930.590332
	Iteration 38Q: 3 clusters Score -2.068511e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 148412 members 
Entering Unmasked Estep 
Score: -20685304.000000 Penalty: 5930.590332
	Iteration 39Q: 3 clusters Score -2.06853e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 148965 members 
Entering Unmasked Estep 
Score: -20685338.000000 Penalty: 5930.590332
	Iteration 40F: 3 clusters Score -2.068534e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 149429 members 
Entering Unmasked Estep 
Score: -20685422.000000 Penalty: 5930.590332
	Iteration 41Q: 3 clusters Score -2.068542e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 149851 members 
Entering Unmasked Estep 
Score: -20685582.000000 Penalty: 5930.590332
	Iteration 42Q: 3 clusters Score -2.068558e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 150205 members 
Entering Unmasked Estep 
Score: -20685634.000000 Penalty: 5930.590332
	Iteration 43Q: 3 clusters Score -2.068563e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 150508 members 
Entering Unmasked Estep 
Score: -20685678.000000 Penalty: 5930.590332
	Iteration 44Q: 3 clusters Score -2.068568e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 150765 members 
Entering Unmasked Estep 
Score: -20685790.000000 Penalty: 5930.590332
	Iteration 45Q: 3 clusters Score -2.068579e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 151004 members 
Entering Unmasked Estep 
Score: -20685926.000000 Penalty: 5930.590332
	Iteration 46Q: 3 clusters Score -2.068593e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 151209 members 
Entering Unmasked Estep 
Score: -20686028.000000 Penalty: 5930.590332
	Iteration 47Q: 3 clusters Score -2.068603e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 151398 members 
Entering Unmasked Estep 
Score: -20686050.000000 Penalty: 5930.590332
	Iteration 48Q: 3 clusters Score -2.068605e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 151573 members 
Entering Unmasked Estep 
Score: -20686116.000000 Penalty: 5930.590332
	Iteration 49Q: 3 clusters Score -2.068612e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 151716 members 
Entering Unmasked Estep 
Score: -20686160.000000 Penalty: 5930.590332
	Iteration 50Q: 3 clusters Score -2.068616e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 151818 members 
Entering Unmasked Estep 
Score: -20686248.000000 Penalty: 5930.590332
	Iteration 51Q: 3 clusters Score -2.068625e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 151916 members 
Entering Unmasked Estep 
Score: -20686282.000000 Penalty: 5930.590332
	Iteration 52Q: 3 clusters Score -2.068628e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 152009 members 
Entering Unmasked Estep 
Score: -20686290.000000 Penalty: 5930.590332
	Iteration 53Q: 3 clusters Score -2.068629e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 152101 members 
Entering Unmasked Estep 
Score: -20686306.000000 Penalty: 5930.590332
	Iteration 54Q: 3 clusters Score -2.068631e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 152180 members 
Entering Unmasked Estep 
Score: -20686350.000000 Penalty: 5930.590332
	Iteration 55Q: 3 clusters Score -2.068635e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 152245 members 
Entering Unmasked Estep 
Score: -20686328.000000 Penalty: 5930.590332
	Iteration 56Q: 3 clusters Score -2.068633e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 152301 members 
Entering Unmasked Estep 
Score: -20686322.000000 Penalty: 5930.590332
	Iteration 57Q: 3 clusters Score -2.068632e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 152339 members 
Entering Unmasked Estep 
Score: -20686366.000000 Penalty: 5930.590332
	Iteration 58Q: 3 clusters Score -2.068637e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 152373 members 
Entering Unmasked Estep 
Score: -20686386.000000 Penalty: 5930.590332
	Iteration 59Q: 3 clusters Score -2.068639e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 152406 members 
Entering Unmasked Estep 
Score: -20686396.000000 Penalty: 5930.590332
	Iteration 60F: 3 clusters Score -2.06864e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 152428 members 
Entering Unmasked Estep 
Score: -20686382.000000 Penalty: 5930.590332
	Iteration 61Q: 3 clusters Score -2.068638e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 152436 members 
Entering Unmasked Estep 
Score: -20686390.000000 Penalty: 5930.590332
	Iteration 62Q: 3 clusters Score -2.068639e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 152451 members 
Entering Unmasked Estep 
Score: -20686384.000000 Penalty: 5930.590332
	Iteration 63Q: 3 clusters Score -2.068638e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 152460 members 
Entering Unmasked Estep 
Score: -20686376.000000 Penalty: 5930.590332
	Iteration 64Q: 3 clusters Score -2.068638e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 152461 members 
Entering Unmasked Estep 
Score: -20686400.000000 Penalty: 5930.590332
	Iteration 65Q: 3 clusters Score -2.06864e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 152467 members 
Entering Unmasked Estep 
Score: -20686408.000000 Penalty: 5930.590332
	Iteration 66Q: 3 clusters Score -2.068641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 152473 members 
Entering Unmasked Estep 
Score: -20686394.000000 Penalty: 5930.590332
	Iteration 67Q: 3 clusters Score -2.068639e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 152478 members 
Entering Unmasked Estep 
Score: -20686404.000000 Penalty: 5930.590332
	Iteration 68Q: 3 clusters Score -2.06864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 152481 members 
Entering Unmasked Estep 
Score: -20686404.000000 Penalty: 5930.590332
	Iteration 69Q: 3 clusters Score -2.06864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 152487 members 
Entering Unmasked Estep 
Score: -20686416.000000 Penalty: 5930.590332
	Iteration 70Q: 3 clusters Score -2.068642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 152491 members 
Entering Unmasked Estep 
Score: -20686400.000000 Penalty: 5930.590332
	Iteration 71Q: 3 clusters Score -2.06864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 152494 members 
Entering Unmasked Estep 
Score: -20686392.000000 Penalty: 5930.590332
	Iteration 72Q: 3 clusters Score -2.068639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 152495 members 
Entering Unmasked Estep 
Score: -20686402.000000 Penalty: 5930.590332
	Iteration 73Q: 3 clusters Score -2.06864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 152496 members 
Entering Unmasked Estep 
Score: -20686400.000000 Penalty: 5930.590332
	Iteration 74Q: 3 clusters Score -2.06864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 152497 members 
Entering Unmasked Estep 
Score: -20686406.000000 Penalty: 5930.590332
	Iteration 75Q: 3 clusters Score -2.068641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 152497 members 
Entering Unmasked Estep 
Score: -20686406.000000 Penalty: 5930.590332
	Iteration 76F: 3 clusters Score -2.068641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 109655 members 
Mstep: Class 2 contains 10036 members 
Mstep: Class 3 contains 7264 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 79987 members 
Mstep: Class 6 contains 77083 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 159645 members 
Mstep: Class 10 contains 3024 members 
Mstep: Class 11 contains 167237 members 
Mstep: Class 12 contains 111065 members 
Mstep: Class 13 contains 149544 members 
Mstep: Class 14 contains 3382 members 
Mstep: Class 15 contains 4757 members 
Mstep: Class 16 contains 2789 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 176602 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 1010 members 
Mstep: Class 21 contains 159254 members 
Mstep: Class 22 contains 3298 members 
Mstep: Class 23 contains 152497 members 
Entering Unmasked Estep 
Score: -180433728.000000 Penalty: 80642.937500
Splitting cluster 14 changes total score from -180432064.000000 to -180433728.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 15 (4757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Entering Unmasked Estep 
Score: -628065.937500 Penalty: 2099.908447
	Iteration 0F: 2 clusters Score -628065.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -623728.687500 Penalty: 4199.816895
	Iteration 0F: 3 clusters Score -623728.7 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -624682.312500 Penalty: 4199.816895
	Iteration 1F: 3 clusters Score -624682.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -624921.812500 Penalty: 4199.816895
	Iteration 2F: 3 clusters Score -624921.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -625134.375000 Penalty: 4199.816895
	Iteration 3F: 3 clusters Score -625134.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -625268.312500 Penalty: 4199.816895
	Iteration 4Q: 3 clusters Score -625268.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -625373.125000 Penalty: 4199.816895
	Iteration 5Q: 3 clusters Score -625373.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -625470.437500 Penalty: 4199.816895
	Iteration 6Q: 3 clusters Score -625470.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -625557.687500 Penalty: 4199.816895
	Iteration 7Q: 3 clusters Score -625557.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -625627.875000 Penalty: 4199.816895
	Iteration 8Q: 3 clusters Score -625627.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -625680.937500 Penalty: 4199.816895
	Iteration 9Q: 3 clusters Score -625680.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -625731.312500 Penalty: 4199.816895
	Iteration 10Q: 3 clusters Score -625731.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -625770.500000 Penalty: 4199.816895
	Iteration 11Q: 3 clusters Score -625770.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -625806.625000 Penalty: 4199.816895
	Iteration 12Q: 3 clusters Score -625806.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -625838.250000 Penalty: 4199.816895
	Iteration 13Q: 3 clusters Score -625838.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -625871.000000 Penalty: 4199.816895
	Iteration 14Q: 3 clusters Score -625871 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -625903.562500 Penalty: 4199.816895
	Iteration 15Q: 3 clusters Score -625903.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -625924.062500 Penalty: 4199.816895
	Iteration 16Q: 3 clusters Score -625924.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -625948.937500 Penalty: 4199.816895
	Iteration 17Q: 3 clusters Score -625948.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -625978.125000 Penalty: 4199.816895
	Iteration 18Q: 3 clusters Score -625978.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -626004.937500 Penalty: 4199.816895
	Iteration 19Q: 3 clusters Score -626004.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -626030.875000 Penalty: 4199.816895
	Iteration 20F: 3 clusters Score -626030.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -626044.437500 Penalty: 4199.816895
	Iteration 21Q: 3 clusters Score -626044.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -626062.250000 Penalty: 4199.816895
	Iteration 22Q: 3 clusters Score -626062.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -626083.625000 Penalty: 4199.816895
	Iteration 23Q: 3 clusters Score -626083.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -626102.562500 Penalty: 4199.816895
	Iteration 24Q: 3 clusters Score -626102.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -626114.312500 Penalty: 4199.816895
	Iteration 25Q: 3 clusters Score -626114.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -626124.562500 Penalty: 4199.816895
	Iteration 26Q: 3 clusters Score -626124.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -626135.625000 Penalty: 4199.816895
	Iteration 27Q: 3 clusters Score -626135.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -626149.437500 Penalty: 4199.816895
	Iteration 28Q: 3 clusters Score -626149.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -626160.437500 Penalty: 4199.816895
	Iteration 29Q: 3 clusters Score -626160.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -626173.625000 Penalty: 4199.816895
	Iteration 30Q: 3 clusters Score -626173.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -626186.687500 Penalty: 4199.816895
	Iteration 31Q: 3 clusters Score -626186.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -626198.875000 Penalty: 4199.816895
	Iteration 32Q: 3 clusters Score -626198.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -626209.187500 Penalty: 4199.816895
	Iteration 33Q: 3 clusters Score -626209.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -626218.375000 Penalty: 4199.816895
	Iteration 34Q: 3 clusters Score -626218.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -626232.312500 Penalty: 4199.816895
	Iteration 35Q: 3 clusters Score -626232.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -626246.875000 Penalty: 4199.816895
	Iteration 36Q: 3 clusters Score -626246.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -626261.250000 Penalty: 4199.816895
	Iteration 37Q: 3 clusters Score -626261.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -626268.562500 Penalty: 4199.816895
	Iteration 38Q: 3 clusters Score -626268.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -626275.250000 Penalty: 4199.816895
	Iteration 39Q: 3 clusters Score -626275.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -626280.125000 Penalty: 4199.816895
	Iteration 40F: 3 clusters Score -626280.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -626286.875000 Penalty: 4199.816895
	Iteration 41Q: 3 clusters Score -626286.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -626296.500000 Penalty: 4199.816895
	Iteration 42Q: 3 clusters Score -626296.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -626304.250000 Penalty: 4199.816895
	Iteration 43Q: 3 clusters Score -626304.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -626314.187500 Penalty: 4199.816895
	Iteration 44Q: 3 clusters Score -626314.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -626320.937500 Penalty: 4199.816895
	Iteration 45Q: 3 clusters Score -626320.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -626329.937500 Penalty: 4199.816895
	Iteration 46Q: 3 clusters Score -626329.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -626335.812500 Penalty: 4199.816895
	Iteration 47Q: 3 clusters Score -626335.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -626345.000000 Penalty: 4199.816895
	Iteration 48Q: 3 clusters Score -626345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -626356.375000 Penalty: 4199.816895
	Iteration 49Q: 3 clusters Score -626356.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -626361.312500 Penalty: 4199.816895
	Iteration 50Q: 3 clusters Score -626361.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -626367.625000 Penalty: 4199.816895
	Iteration 51Q: 3 clusters Score -626367.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -626374.937500 Penalty: 4199.816895
	Iteration 52Q: 3 clusters Score -626374.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -626380.687500 Penalty: 4199.816895
	Iteration 53Q: 3 clusters Score -626380.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -626386.125000 Penalty: 4199.816895
	Iteration 54Q: 3 clusters Score -626386.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -626391.812500 Penalty: 4199.816895
	Iteration 55Q: 3 clusters Score -626391.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -626396.000000 Penalty: 4199.816895
	Iteration 56Q: 3 clusters Score -626396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -626400.812500 Penalty: 4199.816895
	Iteration 57Q: 3 clusters Score -626400.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -626406.750000 Penalty: 4199.816895
	Iteration 58Q: 3 clusters Score -626406.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -626409.500000 Penalty: 4199.816895
	Iteration 59Q: 3 clusters Score -626409.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -626410.187500 Penalty: 4199.816895
	Iteration 60F: 3 clusters Score -626410.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -626413.562500 Penalty: 4199.816895
	Iteration 61Q: 3 clusters Score -626413.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -626415.062500 Penalty: 4199.816895
	Iteration 62Q: 3 clusters Score -626415.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -626415.875000 Penalty: 4199.816895
	Iteration 63Q: 3 clusters Score -626415.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -626416.562500 Penalty: 4199.816895
	Iteration 64Q: 3 clusters Score -626416.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -626417.375000 Penalty: 4199.816895
	Iteration 65Q: 3 clusters Score -626417.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -626419.875000 Penalty: 4199.816895
	Iteration 66Q: 3 clusters Score -626419.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -626420.375000 Penalty: 4199.816895
	Iteration 67Q: 3 clusters Score -626420.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -626421.875000 Penalty: 4199.816895
	Iteration 68Q: 3 clusters Score -626421.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -626423.187500 Penalty: 4199.816895
	Iteration 69Q: 3 clusters Score -626423.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -626425.187500 Penalty: 4199.816895
	Iteration 70Q: 3 clusters Score -626425.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -626427.312500 Penalty: 4199.816895
	Iteration 71Q: 3 clusters Score -626427.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -626429.375000 Penalty: 4199.816895
	Iteration 72Q: 3 clusters Score -626429.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -626430.812500 Penalty: 4199.816895
	Iteration 73Q: 3 clusters Score -626430.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -626433.312500 Penalty: 4199.816895
	Iteration 74Q: 3 clusters Score -626433.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -626432.812500 Penalty: 4199.816895
	Iteration 75Q: 3 clusters Score -626432.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -626432.312500 Penalty: 4199.816895
	Iteration 76Q: 3 clusters Score -626432.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -626432.625000 Penalty: 4199.816895
	Iteration 77Q: 3 clusters Score -626432.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -626433.125000 Penalty: 4199.816895
	Iteration 78Q: 3 clusters Score -626433.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -626433.812500 Penalty: 4199.816895
	Iteration 79Q: 3 clusters Score -626433.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -626434.250000 Penalty: 4199.816895
	Iteration 80F: 3 clusters Score -626434.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -626434.375000 Penalty: 4199.816895
	Iteration 81Q: 3 clusters Score -626434.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -626435.437500 Penalty: 4199.816895
	Iteration 82Q: 3 clusters Score -626435.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -626436.437500 Penalty: 4199.816895
	Iteration 83Q: 3 clusters Score -626436.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -626438.375000 Penalty: 4199.816895
	Iteration 84Q: 3 clusters Score -626438.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -626438.187500 Penalty: 4199.816895
	Iteration 85Q: 3 clusters Score -626438.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -626439.250000 Penalty: 4199.816895
	Iteration 86Q: 3 clusters Score -626439.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -626440.062500 Penalty: 4199.816895
	Iteration 87Q: 3 clusters Score -626440.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -626440.500000 Penalty: 4199.816895
	Iteration 88Q: 3 clusters Score -626440.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -626439.000000 Penalty: 4199.816895
	Iteration 89Q: 3 clusters Score -626439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -626439.000000 Penalty: 4199.816895
	Iteration 90F: 3 clusters Score -626439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Entering Unmasked Estep 
Score: -366455.500000 Penalty: 1967.492676
	Iteration 0F: 2 clusters Score -366455.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -363402.468750 Penalty: 3934.985352
	Iteration 0F: 3 clusters Score -363402.5 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -364515.593750 Penalty: 3934.985352
	Iteration 1F: 3 clusters Score -364515.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -365073.093750 Penalty: 3934.985352
	Iteration 2F: 3 clusters Score -365073.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -365382.781250 Penalty: 3934.985352
	Iteration 3F: 3 clusters Score -365382.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -365544.000000 Penalty: 3934.985352
	Iteration 4F: 3 clusters Score -365544 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -365665.875000 Penalty: 3934.985352
	Iteration 5Q: 3 clusters Score -365665.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -365736.437500 Penalty: 3934.985352
	Iteration 6Q: 3 clusters Score -365736.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -365779.375000 Penalty: 3934.985352
	Iteration 7Q: 3 clusters Score -365779.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -365804.031250 Penalty: 3934.985352
	Iteration 8Q: 3 clusters Score -365804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -365816.812500 Penalty: 3934.985352
	Iteration 9Q: 3 clusters Score -365816.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -365830.406250 Penalty: 3934.985352
	Iteration 10Q: 3 clusters Score -365830.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -365841.250000 Penalty: 3934.985352
	Iteration 11Q: 3 clusters Score -365841.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -365855.937500 Penalty: 3934.985352
	Iteration 12Q: 3 clusters Score -365855.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -365862.312500 Penalty: 3934.985352
	Iteration 13Q: 3 clusters Score -365862.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -365863.687500 Penalty: 3934.985352
	Iteration 14Q: 3 clusters Score -365863.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -365868.812500 Penalty: 3934.985352
	Iteration 15Q: 3 clusters Score -365868.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -365868.812500 Penalty: 3934.985352
	Iteration 16F: 3 clusters Score -365868.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -75874.390625 Penalty: 1598.144531
	Iteration 0F: 2 clusters Score -75874.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -74235.757812 Penalty: 3196.289062
	Iteration 0F: 3 clusters Score -74235.76 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -74485.703125 Penalty: 3196.289062
	Iteration 1F: 3 clusters Score -74485.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -74653.101562 Penalty: 3196.289062
	Iteration 2F: 3 clusters Score -74653.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -74944.125000 Penalty: 3196.289062
	Iteration 3F: 3 clusters Score -74944.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -75275.828125 Penalty: 3196.289062
	Iteration 4Q: 3 clusters Score -75275.83 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -75414.132812 Penalty: 3196.289062
	Iteration 5F: 3 clusters Score -75414.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -75525.648438 Penalty: 3196.289062
	Iteration 6Q: 3 clusters Score -75525.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -75624.523438 Penalty: 3196.289062
	Iteration 7Q: 3 clusters Score -75624.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -75664.281250 Penalty: 3196.289062
	Iteration 8Q: 3 clusters Score -75664.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -75670.523438 Penalty: 3196.289062
	Iteration 9Q: 3 clusters Score -75670.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -75670.523438 Penalty: 3196.289062
	Iteration 10F: 3 clusters Score -75670.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (176602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176602 members 
Entering Unmasked Estep 
Score: -23721392.000000 Penalty: 2996.250000
	Iteration 0F: 2 clusters Score -2.372139e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87913 members 
Mstep: Class 2 contains 88689 members 
Entering Unmasked Estep 
Score: -23607926.000000 Penalty: 5992.500000
	Iteration 0F: 3 clusters Score -2.360793e+07 nChanged 84706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81111 members 
Mstep: Class 2 contains 95491 members 
Entering Unmasked Estep 
Score: -23658250.000000 Penalty: 5992.500000
	Iteration 1F: 3 clusters Score -2.365825e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76670 members 
Mstep: Class 2 contains 99932 members 
Entering Unmasked Estep 
Score: -23660106.000000 Penalty: 5992.500000
	Iteration 2Q: 3 clusters Score -2.366011e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69752 members 
Mstep: Class 2 contains 106850 members 
Entering Unmasked Estep 
Score: -23663452.000000 Penalty: 5992.500000
	Iteration 3Q: 3 clusters Score -2.366345e+07 nChanged 10788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 117040 members 
Entering Unmasked Estep 
Score: -23669868.000000 Penalty: 5992.500000
	Iteration 4F: 3 clusters Score -2.366987e+07 nChanged 13940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 130578 members 
Entering Unmasked Estep 
Score: -23680580.000000 Penalty: 5992.500000
	Iteration 5F: 3 clusters Score -2.368058e+07 nChanged 15565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 145915 members 
Entering Unmasked Estep 
Score: -23694916.000000 Penalty: 5992.500000
	Iteration 6F: 3 clusters Score -2.369492e+07 nChanged 13505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 159278 members 
Entering Unmasked Estep 
Score: -23708022.000000 Penalty: 5992.500000
	Iteration 7F: 3 clusters Score -2.370802e+07 nChanged 9091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 168303 members 
Entering Unmasked Estep 
Score: -23714876.000000 Penalty: 5992.500000
	Iteration 8F: 3 clusters Score -2.371488e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 172902 members 
Entering Unmasked Estep 
Score: -23717664.000000 Penalty: 5992.500000
	Iteration 9Q: 3 clusters Score -2.371766e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 174864 members 
Entering Unmasked Estep 
Score: -23718422.000000 Penalty: 5992.500000
	Iteration 10Q: 3 clusters Score -2.371842e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 175645 members 
Entering Unmasked Estep 
Score: -23718648.000000 Penalty: 5992.500000
	Iteration 11Q: 3 clusters Score -2.371865e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 175941 members 
Entering Unmasked Estep 
Score: -23718760.000000 Penalty: 5992.500000
	Iteration 12Q: 3 clusters Score -2.371876e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 176070 members 
Entering Unmasked Estep 
Score: -23718790.000000 Penalty: 5992.500000
	Iteration 13Q: 3 clusters Score -2.371879e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 176134 members 
Entering Unmasked Estep 
Score: -23718864.000000 Penalty: 5992.500000
	Iteration 14Q: 3 clusters Score -2.371886e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 176171 members 
Entering Unmasked Estep 
Score: -23718876.000000 Penalty: 5992.500000
	Iteration 15Q: 3 clusters Score -2.371888e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 176189 members 
Entering Unmasked Estep 
Score: -23718898.000000 Penalty: 5992.500000
	Iteration 16Q: 3 clusters Score -2.37189e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 176200 members 
Entering Unmasked Estep 
Score: -23718892.000000 Penalty: 5992.500000
	Iteration 17Q: 3 clusters Score -2.371889e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 176207 members 
Entering Unmasked Estep 
Score: -23718896.000000 Penalty: 5992.500000
	Iteration 18Q: 3 clusters Score -2.37189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 176215 members 
Entering Unmasked Estep 
Score: -23718898.000000 Penalty: 5992.500000
	Iteration 19Q: 3 clusters Score -2.37189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 176218 members 
Entering Unmasked Estep 
Score: -23718896.000000 Penalty: 5992.500000
	Iteration 20F: 3 clusters Score -2.37189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 176219 members 
Entering Unmasked Estep 
Score: -23718904.000000 Penalty: 5992.500000
	Iteration 21Q: 3 clusters Score -2.37189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 176226 members 
Entering Unmasked Estep 
Score: -23718896.000000 Penalty: 5992.500000
	Iteration 22Q: 3 clusters Score -2.37189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 176232 members 
Entering Unmasked Estep 
Score: -23718916.000000 Penalty: 5992.500000
	Iteration 23Q: 3 clusters Score -2.371892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 176237 members 
Entering Unmasked Estep 
Score: -23718926.000000 Penalty: 5992.500000
	Iteration 24Q: 3 clusters Score -2.371893e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 176242 members 
Entering Unmasked Estep 
Score: -23718928.000000 Penalty: 5992.500000
	Iteration 25Q: 3 clusters Score -2.371893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 176243 members 
Entering Unmasked Estep 
Score: -23718928.000000 Penalty: 5992.500000
	Iteration 26Q: 3 clusters Score -2.371893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 176246 members 
Entering Unmasked Estep 
Score: -23718920.000000 Penalty: 5992.500000
	Iteration 27Q: 3 clusters Score -2.371892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 176247 members 
Entering Unmasked Estep 
Score: -23718932.000000 Penalty: 5992.500000
	Iteration 28Q: 3 clusters Score -2.371893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 176246 members 
Entering Unmasked Estep 
Score: -23718934.000000 Penalty: 5992.500000
	Iteration 29Q: 3 clusters Score -2.371893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 176246 members 
Entering Unmasked Estep 
Score: -23718934.000000 Penalty: 5992.500000
	Iteration 30F: 3 clusters Score -2.371893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -48214.523438 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -48214.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46785.820312 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -46785.82 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46947.218750 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -46947.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47125.511719 Penalty: 2974.240234
	Iteration 2Q: 3 clusters Score -47125.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47233.199219 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -47233.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47273.441406 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -47273.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -47287.316406 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -47287.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47295.851562 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -47295.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47301.121094 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -47301.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47303.585938 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -47303.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47303.585938 Penalty: 2974.240234
	Iteration 9F: 3 clusters Score -47303.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -123459.718750 Penalty: 1715.590942
	Iteration 0F: 2 clusters Score -123459.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -121584.726562 Penalty: 3431.181885
	Iteration 0F: 3 clusters Score -121584.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -122173.843750 Penalty: 3431.181885
	Iteration 1F: 3 clusters Score -122173.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -122881.539062 Penalty: 3431.181885
	Iteration 2F: 3 clusters Score -122881.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -123213.812500 Penalty: 3431.181885
	Iteration 3F: 3 clusters Score -123213.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -123365.601562 Penalty: 3431.181885
	Iteration 4F: 3 clusters Score -123365.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -123448.570312 Penalty: 3431.181885
	Iteration 5Q: 3 clusters Score -123448.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -123498.101562 Penalty: 3431.181885
	Iteration 6Q: 3 clusters Score -123498.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -123520.945312 Penalty: 3431.181885
	Iteration 7Q: 3 clusters Score -123520.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -123549.109375 Penalty: 3431.181885
	Iteration 8Q: 3 clusters Score -123549.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -123556.781250 Penalty: 3431.181885
	Iteration 9Q: 3 clusters Score -123556.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -123560.609375 Penalty: 3431.181885
	Iteration 10Q: 3 clusters Score -123560.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -123565.625000 Penalty: 3431.181885
	Iteration 11Q: 3 clusters Score -123565.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -123569.992188 Penalty: 3431.181885
	Iteration 12Q: 3 clusters Score -123570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -123577.445312 Penalty: 3431.181885
	Iteration 13Q: 3 clusters Score -123577.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -123580.625000 Penalty: 3431.181885
	Iteration 14Q: 3 clusters Score -123580.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -123583.039062 Penalty: 3431.181885
	Iteration 15Q: 3 clusters Score -123583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -123588.593750 Penalty: 3431.181885
	Iteration 16Q: 3 clusters Score -123588.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -123598.531250 Penalty: 3431.181885
	Iteration 17Q: 3 clusters Score -123598.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -123607.828125 Penalty: 3431.181885
	Iteration 18Q: 3 clusters Score -123607.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -123627.023438 Penalty: 3431.181885
	Iteration 19Q: 3 clusters Score -123627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -123639.617188 Penalty: 3431.181885
	Iteration 20F: 3 clusters Score -123639.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -123649.609375 Penalty: 3431.181885
	Iteration 21Q: 3 clusters Score -123649.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -123660.062500 Penalty: 3431.181885
	Iteration 22Q: 3 clusters Score -123660.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -123668.531250 Penalty: 3431.181885
	Iteration 23Q: 3 clusters Score -123668.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -123682.593750 Penalty: 3431.181885
	Iteration 24Q: 3 clusters Score -123682.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -123707.929688 Penalty: 3431.181885
	Iteration 25Q: 3 clusters Score -123707.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -123736.554688 Penalty: 3431.181885
	Iteration 26Q: 3 clusters Score -123736.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -123795.750000 Penalty: 3431.181885
	Iteration 27Q: 3 clusters Score -123795.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -123848.906250 Penalty: 3431.181885
	Iteration 28Q: 3 clusters Score -123848.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -123881.171875 Penalty: 3431.181885
	Iteration 29Q: 3 clusters Score -123881.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -123893.351562 Penalty: 3431.181885
	Iteration 30Q: 3 clusters Score -123893.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -123896.320312 Penalty: 3431.181885
	Iteration 31Q: 3 clusters Score -123896.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -123897.078125 Penalty: 3431.181885
	Iteration 32Q: 3 clusters Score -123897.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -123897.078125 Penalty: 3431.181885
	Iteration 33F: 3 clusters Score -123897.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 109655 members 
Mstep: Class 2 contains 10036 members 
Mstep: Class 3 contains 7264 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 79987 members 
Mstep: Class 6 contains 77083 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 159645 members 
Mstep: Class 10 contains 3024 members 
Mstep: Class 11 contains 167237 members 
Mstep: Class 12 contains 111065 members 
Mstep: Class 13 contains 149544 members 
Mstep: Class 14 contains 3382 members 
Mstep: Class 15 contains 4757 members 
Mstep: Class 16 contains 2789 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 176602 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 159254 members 
Mstep: Class 22 contains 3298 members 
Mstep: Class 23 contains 152497 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
Score: -180432304.000000 Penalty: 84149.148438
Splitting cluster 20 changes total score from -180432064.000000 to -180432304.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 21 (159254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159254 members 
Entering Unmasked Estep 
Score: -21098868.000000 Penalty: 2970.607422
	Iteration 0F: 2 clusters Score -2.109887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79863 members 
Mstep: Class 2 contains 79391 members 
Entering Unmasked Estep 
Score: -20993614.000000 Penalty: 5941.214844
	Iteration 0F: 3 clusters Score -2.099361e+07 nChanged 76094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83931 members 
Mstep: Class 2 contains 75323 members 
Entering Unmasked Estep 
Score: -21038170.000000 Penalty: 5941.214844
	Iteration 1F: 3 clusters Score -2.103817e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86677 members 
Mstep: Class 2 contains 72577 members 
Entering Unmasked Estep 
Score: -21039314.000000 Penalty: 5941.214844
	Iteration 2Q: 3 clusters Score -2.103931e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90974 members 
Mstep: Class 2 contains 68280 members 
Entering Unmasked Estep 
Score: -21041064.000000 Penalty: 5941.214844
	Iteration 3Q: 3 clusters Score -2.104106e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97362 members 
Mstep: Class 2 contains 61892 members 
Entering Unmasked Estep 
Score: -21044016.000000 Penalty: 5941.214844
	Iteration 4Q: 3 clusters Score -2.104402e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106328 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -21049308.000000 Penalty: 5941.214844
	Iteration 5F: 3 clusters Score -2.104931e+07 nChanged 12240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118256 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -21058236.000000 Penalty: 5941.214844
	Iteration 6F: 3 clusters Score -2.105824e+07 nChanged 13566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131672 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -21070268.000000 Penalty: 5941.214844
	Iteration 7F: 3 clusters Score -2.107027e+07 nChanged 12235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143845 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -21082282.000000 Penalty: 5941.214844
	Iteration 8F: 3 clusters Score -2.108228e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152266 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -21090902.000000 Penalty: 5941.214844
	Iteration 9F: 3 clusters Score -2.10909e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156672 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -21094962.000000 Penalty: 5941.214844
	Iteration 10Q: 3 clusters Score -2.109496e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158308 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -21096140.000000 Penalty: 5941.214844
	Iteration 11Q: 3 clusters Score -2.109614e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158751 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -21096314.000000 Penalty: 5941.214844
	Iteration 12Q: 3 clusters Score -2.109631e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158884 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -21096382.000000 Penalty: 5941.214844
	Iteration 13Q: 3 clusters Score -2.109638e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158933 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -21096400.000000 Penalty: 5941.214844
	Iteration 14Q: 3 clusters Score -2.10964e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158954 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -21096440.000000 Penalty: 5941.214844
	Iteration 15Q: 3 clusters Score -2.109644e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158965 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -21096448.000000 Penalty: 5941.214844
	Iteration 16Q: 3 clusters Score -2.109645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158971 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -21096470.000000 Penalty: 5941.214844
	Iteration 17Q: 3 clusters Score -2.109647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158972 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -21096476.000000 Penalty: 5941.214844
	Iteration 18Q: 3 clusters Score -2.109648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158976 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21096486.000000 Penalty: 5941.214844
	Iteration 19Q: 3 clusters Score -2.109649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158979 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21096476.000000 Penalty: 5941.214844
	Iteration 20F: 3 clusters Score -2.109648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158981 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -21096472.000000 Penalty: 5941.214844
	Iteration 21Q: 3 clusters Score -2.109647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158984 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21096486.000000 Penalty: 5941.214844
	Iteration 22Q: 3 clusters Score -2.109649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158985 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21096482.000000 Penalty: 5941.214844
	Iteration 23Q: 3 clusters Score -2.109648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158985 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21096482.000000 Penalty: 5941.214844
	Iteration 24F: 3 clusters Score -2.109648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 109655 members 
Mstep: Class 2 contains 10036 members 
Mstep: Class 3 contains 7264 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 79987 members 
Mstep: Class 6 contains 77083 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 159645 members 
Mstep: Class 10 contains 3024 members 
Mstep: Class 11 contains 167237 members 
Mstep: Class 12 contains 111065 members 
Mstep: Class 13 contains 149544 members 
Mstep: Class 14 contains 3382 members 
Mstep: Class 15 contains 4757 members 
Mstep: Class 16 contains 2789 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 176602 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 159254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180432848.000000 Penalty: 84149.148438
Iteration 159Q: 25 clusters Score -1.804328e+08 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 109304 members 
Mstep: Class 2 contains 10012 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 80243 members 
Mstep: Class 6 contains 77118 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 160339 members 
Mstep: Class 10 contains 3020 members 
Mstep: Class 11 contains 167506 members 
Mstep: Class 12 contains 110807 members 
Mstep: Class 13 contains 149518 members 
Mstep: Class 14 contains 3402 members 
Mstep: Class 15 contains 4783 members 
Mstep: Class 16 contains 2802 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 176865 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 159522 members 
Mstep: Class 22 contains 3371 members 
Mstep: Class 23 contains 151099 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180432608.000000 Penalty: 84149.148438
Iteration 160F: 25 clusters Score -1.804326e+08 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 108426 members 
Mstep: Class 2 contains 9979 members 
Mstep: Class 3 contains 7573 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 80310 members 
Mstep: Class 6 contains 76845 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 160567 members 
Mstep: Class 10 contains 3015 members 
Mstep: Class 11 contains 167450 members 
Mstep: Class 12 contains 110496 members 
Mstep: Class 13 contains 149258 members 
Mstep: Class 14 contains 3413 members 
Mstep: Class 15 contains 4801 members 
Mstep: Class 16 contains 2807 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 176884 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 159581 members 
Mstep: Class 22 contains 3525 members 
Mstep: Class 23 contains 152191 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180432976.000000 Penalty: 84149.148438
Iteration 161Q: 25 clusters Score -1.80433e+08 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 107580 members 
Mstep: Class 2 contains 9939 members 
Mstep: Class 3 contains 7764 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 80442 members 
Mstep: Class 6 contains 76626 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 160821 members 
Mstep: Class 10 contains 3017 members 
Mstep: Class 11 contains 167389 members 
Mstep: Class 12 contains 110233 members 
Mstep: Class 13 contains 149066 members 
Mstep: Class 14 contains 3442 members 
Mstep: Class 15 contains 4810 members 
Mstep: Class 16 contains 2826 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 176890 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 159606 members 
Mstep: Class 22 contains 3578 members 
Mstep: Class 23 contains 153092 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180432736.000000 Penalty: 84149.148438
Iteration 162Q: 25 clusters Score -1.804327e+08 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 106848 members 
Mstep: Class 2 contains 9886 members 
Mstep: Class 3 contains 7957 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 80582 members 
Mstep: Class 6 contains 76446 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 161044 members 
Mstep: Class 10 contains 3017 members 
Mstep: Class 11 contains 167299 members 
Mstep: Class 12 contains 109991 members 
Mstep: Class 13 contains 148913 members 
Mstep: Class 14 contains 3485 members 
Mstep: Class 15 contains 4818 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 176821 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 159601 members 
Mstep: Class 22 contains 3625 members 
Mstep: Class 23 contains 153950 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180433088.000000 Penalty: 84149.148438
Iteration 163Q: 25 clusters Score -1.804331e+08 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 106265 members 
Mstep: Class 2 contains 9843 members 
Mstep: Class 3 contains 8144 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 80638 members 
Mstep: Class 6 contains 76293 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 161221 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 167169 members 
Mstep: Class 12 contains 109765 members 
Mstep: Class 13 contains 148767 members 
Mstep: Class 14 contains 3533 members 
Mstep: Class 15 contains 4829 members 
Mstep: Class 16 contains 2848 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 176760 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 159563 members 
Mstep: Class 22 contains 3670 members 
Mstep: Class 23 contains 154795 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180433248.000000 Penalty: 84149.148438
Iteration 164Q: 25 clusters Score -1.804332e+08 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 105738 members 
Mstep: Class 2 contains 9797 members 
Mstep: Class 3 contains 8331 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 80715 members 
Mstep: Class 6 contains 76137 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 161395 members 
Mstep: Class 10 contains 3019 members 
Mstep: Class 11 contains 166890 members 
Mstep: Class 12 contains 109542 members 
Mstep: Class 13 contains 148680 members 
Mstep: Class 14 contains 3590 members 
Mstep: Class 15 contains 4835 members 
Mstep: Class 16 contains 2855 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 176755 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 159554 members 
Mstep: Class 22 contains 3709 members 
Mstep: Class 23 contains 155579 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180432880.000000 Penalty: 84149.148438
Iteration 165Q: 25 clusters Score -1.804329e+08 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 105206 members 
Mstep: Class 2 contains 9755 members 
Mstep: Class 3 contains 8521 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 80801 members 
Mstep: Class 6 contains 76024 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 161608 members 
Mstep: Class 10 contains 3020 members 
Mstep: Class 11 contains 166625 members 
Mstep: Class 12 contains 109315 members 
Mstep: Class 13 contains 148596 members 
Mstep: Class 14 contains 3654 members 
Mstep: Class 15 contains 4845 members 
Mstep: Class 16 contains 2868 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 176719 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 159525 members 
Mstep: Class 22 contains 3731 members 
Mstep: Class 23 contains 156309 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180433152.000000 Penalty: 84149.148438
Iteration 166Q: 25 clusters Score -1.804332e+08 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 104691 members 
Mstep: Class 2 contains 9711 members 
Mstep: Class 3 contains 8718 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 80964 members 
Mstep: Class 6 contains 75914 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 161850 members 
Mstep: Class 10 contains 3021 members 
Mstep: Class 11 contains 166369 members 
Mstep: Class 12 contains 109092 members 
Mstep: Class 13 contains 148466 members 
Mstep: Class 14 contains 3729 members 
Mstep: Class 15 contains 4861 members 
Mstep: Class 16 contains 2886 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 176645 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 159521 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 156939 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180433344.000000 Penalty: 84149.148438
Iteration 167Q: 25 clusters Score -1.804333e+08 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 104229 members 
Mstep: Class 2 contains 9668 members 
Mstep: Class 3 contains 8928 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 81106 members 
Mstep: Class 6 contains 75830 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 162069 members 
Mstep: Class 10 contains 3020 members 
Mstep: Class 11 contains 166232 members 
Mstep: Class 12 contains 108842 members 
Mstep: Class 13 contains 148336 members 
Mstep: Class 14 contains 3806 members 
Mstep: Class 15 contains 4877 members 
Mstep: Class 16 contains 2888 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 176574 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 159520 members 
Mstep: Class 22 contains 3756 members 
Mstep: Class 23 contains 157441 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180433776.000000 Penalty: 84149.148438
Iteration 168Q: 25 clusters Score -1.804338e+08 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 103805 members 
Mstep: Class 2 contains 9628 members 
Mstep: Class 3 contains 9157 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 81244 members 
Mstep: Class 6 contains 75733 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 162270 members 
Mstep: Class 10 contains 3022 members 
Mstep: Class 11 contains 166129 members 
Mstep: Class 12 contains 108596 members 
Mstep: Class 13 contains 148235 members 
Mstep: Class 14 contains 3875 members 
Mstep: Class 15 contains 4899 members 
Mstep: Class 16 contains 2890 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 176486 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 159535 members 
Mstep: Class 22 contains 3768 members 
Mstep: Class 23 contains 157850 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180434512.000000 Penalty: 84149.148438
Iteration 169Q: 25 clusters Score -1.804345e+08 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 103432 members 
Mstep: Class 2 contains 9587 members 
Mstep: Class 3 contains 9390 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 81404 members 
Mstep: Class 6 contains 75590 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 162473 members 
Mstep: Class 10 contains 3022 members 
Mstep: Class 11 contains 166025 members 
Mstep: Class 12 contains 108325 members 
Mstep: Class 13 contains 148163 members 
Mstep: Class 14 contains 3934 members 
Mstep: Class 15 contains 4925 members 
Mstep: Class 16 contains 2888 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 176452 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 159570 members 
Mstep: Class 22 contains 3778 members 
Mstep: Class 23 contains 158164 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180434800.000000 Penalty: 84149.148438
Iteration 170Q: 25 clusters Score -1.804348e+08 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 103082 members 
Mstep: Class 2 contains 9540 members 
Mstep: Class 3 contains 9621 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 81559 members 
Mstep: Class 6 contains 75474 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 162711 members 
Mstep: Class 10 contains 3021 members 
Mstep: Class 11 contains 165911 members 
Mstep: Class 12 contains 108093 members 
Mstep: Class 13 contains 148159 members 
Mstep: Class 14 contains 3999 members 
Mstep: Class 15 contains 4940 members 
Mstep: Class 16 contains 2885 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 176347 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 159611 members 
Mstep: Class 22 contains 3789 members 
Mstep: Class 23 contains 158380 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435632.000000 Penalty: 84149.148438
Iteration 171Q: 25 clusters Score -1.804356e+08 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 102693 members 
Mstep: Class 2 contains 9517 members 
Mstep: Class 3 contains 9839 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 81700 members 
Mstep: Class 6 contains 75386 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 162917 members 
Mstep: Class 10 contains 3024 members 
Mstep: Class 11 contains 165842 members 
Mstep: Class 12 contains 107841 members 
Mstep: Class 13 contains 148181 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 15 contains 4950 members 
Mstep: Class 16 contains 2884 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 176265 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 159693 members 
Mstep: Class 22 contains 3797 members 
Mstep: Class 23 contains 158526 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180434560.000000 Penalty: 84149.148438
Iteration 172Q: 25 clusters Score -1.804346e+08 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 102312 members 
Mstep: Class 2 contains 9492 members 
Mstep: Class 3 contains 10064 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 81882 members 
Mstep: Class 6 contains 75295 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163134 members 
Mstep: Class 10 contains 3024 members 
Mstep: Class 11 contains 165752 members 
Mstep: Class 12 contains 107631 members 
Mstep: Class 13 contains 148216 members 
Mstep: Class 14 contains 4128 members 
Mstep: Class 15 contains 4961 members 
Mstep: Class 16 contains 2881 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 18 contains 176162 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 159760 members 
Mstep: Class 22 contains 3803 members 
Mstep: Class 23 contains 158625 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435504.000000 Penalty: 84149.148438
Iteration 173Q: 25 clusters Score -1.804355e+08 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 101958 members 
Mstep: Class 2 contains 9468 members 
Mstep: Class 3 contains 10328 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 82129 members 
Mstep: Class 6 contains 75213 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163309 members 
Mstep: Class 10 contains 3023 members 
Mstep: Class 11 contains 165629 members 
Mstep: Class 12 contains 107421 members 
Mstep: Class 13 contains 148228 members 
Mstep: Class 14 contains 4182 members 
Mstep: Class 15 contains 4969 members 
Mstep: Class 16 contains 2877 members 
Mstep: Class 17 contains 630 members 
Mstep: Class 18 contains 176055 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 159825 members 
Mstep: Class 22 contains 3808 members 
Mstep: Class 23 contains 158699 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435296.000000 Penalty: 84149.148438
Iteration 174Q: 25 clusters Score -1.804353e+08 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 101641 members 
Mstep: Class 2 contains 9440 members 
Mstep: Class 3 contains 10551 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 82345 members 
Mstep: Class 6 contains 75129 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163502 members 
Mstep: Class 10 contains 3020 members 
Mstep: Class 11 contains 165531 members 
Mstep: Class 12 contains 107214 members 
Mstep: Class 13 contains 148318 members 
Mstep: Class 14 contains 4231 members 
Mstep: Class 15 contains 4983 members 
Mstep: Class 16 contains 2876 members 
Mstep: Class 17 contains 630 members 
Mstep: Class 18 contains 175933 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 159891 members 
Mstep: Class 22 contains 3814 members 
Mstep: Class 23 contains 158702 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435488.000000 Penalty: 84149.148438
Iteration 175Q: 25 clusters Score -1.804355e+08 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 101315 members 
Mstep: Class 2 contains 9397 members 
Mstep: Class 3 contains 10769 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 82567 members 
Mstep: Class 6 contains 75068 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163650 members 
Mstep: Class 10 contains 3019 members 
Mstep: Class 11 contains 165456 members 
Mstep: Class 12 contains 107028 members 
Mstep: Class 13 contains 148419 members 
Mstep: Class 14 contains 4271 members 
Mstep: Class 15 contains 4993 members 
Mstep: Class 16 contains 2876 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175818 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 159971 members 
Mstep: Class 22 contains 3821 members 
Mstep: Class 23 contains 158682 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435936.000000 Penalty: 84149.148438
Iteration 176Q: 25 clusters Score -1.804359e+08 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 100984 members 
Mstep: Class 2 contains 9361 members 
Mstep: Class 3 contains 11003 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 82785 members 
Mstep: Class 6 contains 74993 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163836 members 
Mstep: Class 10 contains 3020 members 
Mstep: Class 11 contains 165406 members 
Mstep: Class 12 contains 106822 members 
Mstep: Class 13 contains 148523 members 
Mstep: Class 14 contains 4305 members 
Mstep: Class 15 contains 5003 members 
Mstep: Class 16 contains 2863 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175709 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160024 members 
Mstep: Class 22 contains 3826 members 
Mstep: Class 23 contains 158657 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435360.000000 Penalty: 84149.148438
Iteration 177Q: 25 clusters Score -1.804354e+08 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 100703 members 
Mstep: Class 2 contains 9320 members 
Mstep: Class 3 contains 11243 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 82980 members 
Mstep: Class 6 contains 74920 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163984 members 
Mstep: Class 10 contains 3019 members 
Mstep: Class 11 contains 165320 members 
Mstep: Class 12 contains 106622 members 
Mstep: Class 13 contains 148676 members 
Mstep: Class 14 contains 4333 members 
Mstep: Class 15 contains 5015 members 
Mstep: Class 16 contains 2856 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175603 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160077 members 
Mstep: Class 22 contains 3826 members 
Mstep: Class 23 contains 158623 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435504.000000 Penalty: 84149.148438
Iteration 178Q: 25 clusters Score -1.804355e+08 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 100427 members 
Mstep: Class 2 contains 9273 members 
Mstep: Class 3 contains 11484 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 83218 members 
Mstep: Class 6 contains 74841 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164126 members 
Mstep: Class 10 contains 3017 members 
Mstep: Class 11 contains 165184 members 
Mstep: Class 12 contains 106385 members 
Mstep: Class 13 contains 148845 members 
Mstep: Class 14 contains 4357 members 
Mstep: Class 15 contains 5024 members 
Mstep: Class 16 contains 2853 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175536 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160142 members 
Mstep: Class 22 contains 3827 members 
Mstep: Class 23 contains 158581 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180434960.000000 Penalty: 84149.148438
Iteration 179Q: 25 clusters Score -1.80435e+08 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 100128 members 
Mstep: Class 2 contains 9232 members 
Mstep: Class 3 contains 11726 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 83446 members 
Mstep: Class 6 contains 74775 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164237 members 
Mstep: Class 10 contains 3017 members 
Mstep: Class 11 contains 165040 members 
Mstep: Class 12 contains 106187 members 
Mstep: Class 13 contains 149057 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 5034 members 
Mstep: Class 16 contains 2852 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175468 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160187 members 
Mstep: Class 22 contains 3826 members 
Mstep: Class 23 contains 158529 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180434880.000000 Penalty: 84149.148438
Iteration 180F: 25 clusters Score -1.804349e+08 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 99845 members 
Mstep: Class 2 contains 9188 members 
Mstep: Class 3 contains 11977 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 83702 members 
Mstep: Class 6 contains 74721 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164273 members 
Mstep: Class 10 contains 3016 members 
Mstep: Class 11 contains 164896 members 
Mstep: Class 12 contains 106014 members 
Mstep: Class 13 contains 149264 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 5043 members 
Mstep: Class 16 contains 2854 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175374 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160263 members 
Mstep: Class 22 contains 3830 members 
Mstep: Class 23 contains 158455 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 181Q: 25 clusters Score -1.804352e+08 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 99557 members 
Mstep: Class 2 contains 9147 members 
Mstep: Class 3 contains 12217 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 83948 members 
Mstep: Class 6 contains 74681 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164256 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 164784 members 
Mstep: Class 12 contains 105853 members 
Mstep: Class 13 contains 149471 members 
Mstep: Class 14 contains 4426 members 
Mstep: Class 15 contains 5052 members 
Mstep: Class 16 contains 2858 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175293 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160347 members 
Mstep: Class 22 contains 3834 members 
Mstep: Class 23 contains 158384 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 182Q: 25 clusters Score -1.804349e+08 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 99271 members 
Mstep: Class 2 contains 9108 members 
Mstep: Class 3 contains 12462 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 84164 members 
Mstep: Class 6 contains 74617 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164266 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 164676 members 
Mstep: Class 12 contains 105673 members 
Mstep: Class 13 contains 149647 members 
Mstep: Class 14 contains 4444 members 
Mstep: Class 15 contains 5066 members 
Mstep: Class 16 contains 2857 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175309 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160396 members 
Mstep: Class 22 contains 3837 members 
Mstep: Class 23 contains 158317 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180434736.000000 Penalty: 84149.148438
Iteration 183Q: 25 clusters Score -1.804347e+08 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 99013 members 
Mstep: Class 2 contains 9073 members 
Mstep: Class 3 contains 12723 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 84389 members 
Mstep: Class 6 contains 74550 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164313 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 164545 members 
Mstep: Class 12 contains 105473 members 
Mstep: Class 13 contains 149826 members 
Mstep: Class 14 contains 4459 members 
Mstep: Class 15 contains 5080 members 
Mstep: Class 16 contains 2850 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175285 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160398 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 158293 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180434704.000000 Penalty: 84149.148438
Iteration 184Q: 25 clusters Score -1.804347e+08 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 98741 members 
Mstep: Class 2 contains 9038 members 
Mstep: Class 3 contains 12949 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 84638 members 
Mstep: Class 6 contains 74498 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164324 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 164405 members 
Mstep: Class 12 contains 105268 members 
Mstep: Class 13 contains 149991 members 
Mstep: Class 14 contains 4474 members 
Mstep: Class 15 contains 5094 members 
Mstep: Class 16 contains 2844 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175285 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160461 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 158260 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435072.000000 Penalty: 84149.148438
Iteration 185Q: 25 clusters Score -1.804351e+08 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 98473 members 
Mstep: Class 2 contains 9001 members 
Mstep: Class 3 contains 13222 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 84865 members 
Mstep: Class 6 contains 74431 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164341 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 164239 members 
Mstep: Class 12 contains 105068 members 
Mstep: Class 13 contains 150138 members 
Mstep: Class 14 contains 4487 members 
Mstep: Class 15 contains 5111 members 
Mstep: Class 16 contains 2835 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175280 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160553 members 
Mstep: Class 22 contains 3845 members 
Mstep: Class 23 contains 158222 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435344.000000 Penalty: 84149.148438
Iteration 186Q: 25 clusters Score -1.804353e+08 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 98218 members 
Mstep: Class 2 contains 8963 members 
Mstep: Class 3 contains 13495 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 85098 members 
Mstep: Class 6 contains 74352 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164315 members 
Mstep: Class 10 contains 3011 members 
Mstep: Class 11 contains 164105 members 
Mstep: Class 12 contains 104890 members 
Mstep: Class 13 contains 150321 members 
Mstep: Class 14 contains 4505 members 
Mstep: Class 15 contains 5127 members 
Mstep: Class 16 contains 2831 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175248 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160601 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 158192 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435184.000000 Penalty: 84149.148438
Iteration 187Q: 25 clusters Score -1.804352e+08 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 97956 members 
Mstep: Class 2 contains 8919 members 
Mstep: Class 3 contains 13775 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 85291 members 
Mstep: Class 6 contains 74281 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164313 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 164008 members 
Mstep: Class 12 contains 104719 members 
Mstep: Class 13 contains 150451 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 15 contains 5135 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175267 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160622 members 
Mstep: Class 22 contains 3857 members 
Mstep: Class 23 contains 158168 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435488.000000 Penalty: 84149.148438
Iteration 188Q: 25 clusters Score -1.804355e+08 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 97689 members 
Mstep: Class 2 contains 8885 members 
Mstep: Class 3 contains 14074 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 85513 members 
Mstep: Class 6 contains 74212 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164311 members 
Mstep: Class 10 contains 3013 members 
Mstep: Class 11 contains 163947 members 
Mstep: Class 12 contains 104536 members 
Mstep: Class 13 contains 150555 members 
Mstep: Class 14 contains 4530 members 
Mstep: Class 15 contains 5146 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175298 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160608 members 
Mstep: Class 22 contains 3862 members 
Mstep: Class 23 contains 158112 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435472.000000 Penalty: 84149.148438
Iteration 189Q: 25 clusters Score -1.804355e+08 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 97429 members 
Mstep: Class 2 contains 8864 members 
Mstep: Class 3 contains 14335 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 85718 members 
Mstep: Class 6 contains 74140 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164334 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 163923 members 
Mstep: Class 12 contains 104323 members 
Mstep: Class 13 contains 150685 members 
Mstep: Class 14 contains 4544 members 
Mstep: Class 15 contains 5161 members 
Mstep: Class 16 contains 2827 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175320 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160577 members 
Mstep: Class 22 contains 3866 members 
Mstep: Class 23 contains 158063 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435584.000000 Penalty: 84149.148438
Iteration 190Q: 25 clusters Score -1.804356e+08 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 97193 members 
Mstep: Class 2 contains 8836 members 
Mstep: Class 3 contains 14600 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 85897 members 
Mstep: Class 6 contains 74040 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164364 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 163828 members 
Mstep: Class 12 contains 104111 members 
Mstep: Class 13 contains 150816 members 
Mstep: Class 14 contains 4554 members 
Mstep: Class 15 contains 5171 members 
Mstep: Class 16 contains 2824 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175365 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160579 members 
Mstep: Class 22 contains 3872 members 
Mstep: Class 23 contains 158059 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435632.000000 Penalty: 84149.148438
Iteration 191Q: 25 clusters Score -1.804356e+08 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 96942 members 
Mstep: Class 2 contains 8816 members 
Mstep: Class 3 contains 14828 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 86084 members 
Mstep: Class 6 contains 73952 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164433 members 
Mstep: Class 10 contains 3011 members 
Mstep: Class 11 contains 163712 members 
Mstep: Class 12 contains 103905 members 
Mstep: Class 13 contains 150968 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 5190 members 
Mstep: Class 16 contains 2824 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175370 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160574 members 
Mstep: Class 22 contains 3877 members 
Mstep: Class 23 contains 158068 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435728.000000 Penalty: 84149.148438
Iteration 192Q: 25 clusters Score -1.804357e+08 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 96718 members 
Mstep: Class 2 contains 8787 members 
Mstep: Class 3 contains 15059 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 86232 members 
Mstep: Class 6 contains 73895 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164473 members 
Mstep: Class 10 contains 3011 members 
Mstep: Class 11 contains 163556 members 
Mstep: Class 12 contains 103725 members 
Mstep: Class 13 contains 151130 members 
Mstep: Class 14 contains 4579 members 
Mstep: Class 15 contains 5206 members 
Mstep: Class 16 contains 2823 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175420 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160548 members 
Mstep: Class 22 contains 3888 members 
Mstep: Class 23 contains 158071 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436160.000000 Penalty: 84149.148438
Iteration 193Q: 25 clusters Score -1.804362e+08 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 96474 members 
Mstep: Class 2 contains 8747 members 
Mstep: Class 3 contains 15274 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 86383 members 
Mstep: Class 6 contains 73853 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164521 members 
Mstep: Class 10 contains 3011 members 
Mstep: Class 11 contains 163435 members 
Mstep: Class 12 contains 103552 members 
Mstep: Class 13 contains 151292 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 5221 members 
Mstep: Class 16 contains 2819 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175436 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160529 members 
Mstep: Class 22 contains 3896 members 
Mstep: Class 23 contains 158087 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436272.000000 Penalty: 84149.148438
Iteration 194Q: 25 clusters Score -1.804363e+08 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 96234 members 
Mstep: Class 2 contains 8718 members 
Mstep: Class 3 contains 15501 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 86517 members 
Mstep: Class 6 contains 73832 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164579 members 
Mstep: Class 10 contains 3011 members 
Mstep: Class 11 contains 163255 members 
Mstep: Class 12 contains 103365 members 
Mstep: Class 13 contains 151466 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 5230 members 
Mstep: Class 16 contains 2816 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175466 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160525 members 
Mstep: Class 22 contains 3900 members 
Mstep: Class 23 contains 158106 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436176.000000 Penalty: 84149.148438
Iteration 195Q: 25 clusters Score -1.804362e+08 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 95968 members 
Mstep: Class 2 contains 8685 members 
Mstep: Class 3 contains 15726 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 86681 members 
Mstep: Class 6 contains 73783 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164615 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 163074 members 
Mstep: Class 12 contains 103214 members 
Mstep: Class 13 contains 151653 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 2817 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175473 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160528 members 
Mstep: Class 22 contains 3904 members 
Mstep: Class 23 contains 158144 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436208.000000 Penalty: 84149.148438
Iteration 196Q: 25 clusters Score -1.804362e+08 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 95748 members 
Mstep: Class 2 contains 8650 members 
Mstep: Class 3 contains 15918 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 86790 members 
Mstep: Class 6 contains 73712 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164638 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 162991 members 
Mstep: Class 12 contains 103059 members 
Mstep: Class 13 contains 151856 members 
Mstep: Class 14 contains 4612 members 
Mstep: Class 15 contains 5241 members 
Mstep: Class 16 contains 2819 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175418 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160577 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 158174 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435568.000000 Penalty: 84149.148438
Iteration 197Q: 25 clusters Score -1.804356e+08 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 95506 members 
Mstep: Class 2 contains 8615 members 
Mstep: Class 3 contains 16113 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 86890 members 
Mstep: Class 6 contains 73662 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164686 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 162825 members 
Mstep: Class 12 contains 102898 members 
Mstep: Class 13 contains 152043 members 
Mstep: Class 14 contains 4617 members 
Mstep: Class 15 contains 5248 members 
Mstep: Class 16 contains 2819 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175435 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160612 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 158229 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435920.000000 Penalty: 84149.148438
Iteration 198Q: 25 clusters Score -1.804359e+08 nChanged 2796
Entering ConstructFrom: 
Score: -180435920.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (95237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95237 members 
Entering Unmasked Estep 
Score: -12617100.000000 Penalty: 2843.102783
	Iteration 0F: 2 clusters Score -1.26171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -12553701.000000 Penalty: 5686.205566
	Iteration 0F: 3 clusters Score -1.25537e+07 nChanged 44836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -12579492.000000 Penalty: 5686.205566
	Iteration 1F: 3 clusters Score -1.257949e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -12580705.000000 Penalty: 5686.205566
	Iteration 2Q: 3 clusters Score -1.25807e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -12582484.000000 Penalty: 5686.205566
	Iteration 3Q: 3 clusters Score -1.258248e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -12585137.000000 Penalty: 5686.205566
	Iteration 4Q: 3 clusters Score -1.258514e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -12588982.000000 Penalty: 5686.205566
	Iteration 5F: 3 clusters Score -1.258898e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -12593294.000000 Penalty: 5686.205566
	Iteration 6F: 3 clusters Score -1.259329e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -12598126.000000 Penalty: 5686.205566
	Iteration 7F: 3 clusters Score -1.259813e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -12602756.000000 Penalty: 5686.205566
	Iteration 8F: 3 clusters Score -1.260276e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -12605988.000000 Penalty: 5686.205566
	Iteration 9F: 3 clusters Score -1.260599e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51165 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -12607524.000000 Penalty: 5686.205566
	Iteration 10Q: 3 clusters Score -1.260752e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -12608393.000000 Penalty: 5686.205566
	Iteration 11Q: 3 clusters Score -1.260839e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -12609000.000000 Penalty: 5686.205566
	Iteration 12Q: 3 clusters Score -1.2609e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55232 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -12609522.000000 Penalty: 5686.205566
	Iteration 13Q: 3 clusters Score -1.260952e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56413 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -12609954.000000 Penalty: 5686.205566
	Iteration 14Q: 3 clusters Score -1.260995e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57430 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -12610218.000000 Penalty: 5686.205566
	Iteration 15Q: 3 clusters Score -1.261022e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58440 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -12610465.000000 Penalty: 5686.205566
	Iteration 16Q: 3 clusters Score -1.261046e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59462 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -12610751.000000 Penalty: 5686.205566
	Iteration 17Q: 3 clusters Score -1.261075e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60481 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -12611002.000000 Penalty: 5686.205566
	Iteration 18Q: 3 clusters Score -1.2611e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61423 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -12611204.000000 Penalty: 5686.205566
	Iteration 19Q: 3 clusters Score -1.26112e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62341 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -12611300.000000 Penalty: 5686.205566
	Iteration 20F: 3 clusters Score -1.26113e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63255 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -12611400.000000 Penalty: 5686.205566
	Iteration 21Q: 3 clusters Score -1.26114e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64128 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -12611565.000000 Penalty: 5686.205566
	Iteration 22Q: 3 clusters Score -1.261156e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65030 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -12611705.000000 Penalty: 5686.205566
	Iteration 23Q: 3 clusters Score -1.26117e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65872 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -12611913.000000 Penalty: 5686.205566
	Iteration 24Q: 3 clusters Score -1.261191e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -12612082.000000 Penalty: 5686.205566
	Iteration 25Q: 3 clusters Score -1.261208e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67524 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -12612248.000000 Penalty: 5686.205566
	Iteration 26Q: 3 clusters Score -1.261225e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -12612408.000000 Penalty: 5686.205566
	Iteration 27Q: 3 clusters Score -1.261241e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69076 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -12612569.000000 Penalty: 5686.205566
	Iteration 28Q: 3 clusters Score -1.261257e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -12612682.000000 Penalty: 5686.205566
	Iteration 29Q: 3 clusters Score -1.261268e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -12612807.000000 Penalty: 5686.205566
	Iteration 30Q: 3 clusters Score -1.261281e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71280 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -12612950.000000 Penalty: 5686.205566
	Iteration 31Q: 3 clusters Score -1.261295e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71974 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -12613066.000000 Penalty: 5686.205566
	Iteration 32Q: 3 clusters Score -1.261307e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72622 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -12613151.000000 Penalty: 5686.205566
	Iteration 33Q: 3 clusters Score -1.261315e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73273 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -12613267.000000 Penalty: 5686.205566
	Iteration 34Q: 3 clusters Score -1.261327e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73917 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -12613395.000000 Penalty: 5686.205566
	Iteration 35Q: 3 clusters Score -1.26134e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74540 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -12613407.000000 Penalty: 5686.205566
	Iteration 36Q: 3 clusters Score -1.261341e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75165 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -12613528.000000 Penalty: 5686.205566
	Iteration 37Q: 3 clusters Score -1.261353e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -12613674.000000 Penalty: 5686.205566
	Iteration 38Q: 3 clusters Score -1.261367e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76400 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -12613707.000000 Penalty: 5686.205566
	Iteration 39Q: 3 clusters Score -1.261371e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -12613789.000000 Penalty: 5686.205566
	Iteration 40F: 3 clusters Score -1.261379e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77623 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -12613917.000000 Penalty: 5686.205566
	Iteration 41Q: 3 clusters Score -1.261392e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78221 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -12614020.000000 Penalty: 5686.205566
	Iteration 42Q: 3 clusters Score -1.261402e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78753 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -12614063.000000 Penalty: 5686.205566
	Iteration 43Q: 3 clusters Score -1.261406e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79254 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -12614142.000000 Penalty: 5686.205566
	Iteration 44Q: 3 clusters Score -1.261414e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79724 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -12614189.000000 Penalty: 5686.205566
	Iteration 45Q: 3 clusters Score -1.261419e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80231 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -12614311.000000 Penalty: 5686.205566
	Iteration 46Q: 3 clusters Score -1.261431e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80749 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -12614347.000000 Penalty: 5686.205566
	Iteration 47Q: 3 clusters Score -1.261435e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81252 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -12614431.000000 Penalty: 5686.205566
	Iteration 48Q: 3 clusters Score -1.261443e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81724 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -12614441.000000 Penalty: 5686.205566
	Iteration 49Q: 3 clusters Score -1.261444e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82209 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -12614505.000000 Penalty: 5686.205566
	Iteration 50Q: 3 clusters Score -1.26145e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82671 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -12614579.000000 Penalty: 5686.205566
	Iteration 51Q: 3 clusters Score -1.261458e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83098 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -12614636.000000 Penalty: 5686.205566
	Iteration 52Q: 3 clusters Score -1.261464e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83514 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -12614698.000000 Penalty: 5686.205566
	Iteration 53Q: 3 clusters Score -1.26147e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83937 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -12614770.000000 Penalty: 5686.205566
	Iteration 54Q: 3 clusters Score -1.261477e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84334 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -12614764.000000 Penalty: 5686.205566
	Iteration 55Q: 3 clusters Score -1.261476e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84715 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -12614827.000000 Penalty: 5686.205566
	Iteration 56Q: 3 clusters Score -1.261483e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85081 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -12614890.000000 Penalty: 5686.205566
	Iteration 57Q: 3 clusters Score -1.261489e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85414 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -12614941.000000 Penalty: 5686.205566
	Iteration 58Q: 3 clusters Score -1.261494e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85716 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -12614963.000000 Penalty: 5686.205566
	Iteration 59Q: 3 clusters Score -1.261496e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86033 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -12614963.000000 Penalty: 5686.205566
	Iteration 60F: 3 clusters Score -1.261496e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86321 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -12615024.000000 Penalty: 5686.205566
	Iteration 61Q: 3 clusters Score -1.261502e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -12615038.000000 Penalty: 5686.205566
	Iteration 62Q: 3 clusters Score -1.261504e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86865 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -12615105.000000 Penalty: 5686.205566
	Iteration 63Q: 3 clusters Score -1.26151e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87105 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -12615128.000000 Penalty: 5686.205566
	Iteration 64Q: 3 clusters Score -1.261513e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87339 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -12615150.000000 Penalty: 5686.205566
	Iteration 65Q: 3 clusters Score -1.261515e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87552 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -12615197.000000 Penalty: 5686.205566
	Iteration 66Q: 3 clusters Score -1.26152e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87771 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -12615256.000000 Penalty: 5686.205566
	Iteration 67Q: 3 clusters Score -1.261526e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87961 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -12615246.000000 Penalty: 5686.205566
	Iteration 68Q: 3 clusters Score -1.261525e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88142 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -12615273.000000 Penalty: 5686.205566
	Iteration 69Q: 3 clusters Score -1.261527e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88320 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -12615262.000000 Penalty: 5686.205566
	Iteration 70Q: 3 clusters Score -1.261526e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88482 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -12615243.000000 Penalty: 5686.205566
	Iteration 71Q: 3 clusters Score -1.261524e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88621 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -12615245.000000 Penalty: 5686.205566
	Iteration 72Q: 3 clusters Score -1.261524e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88760 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -12615253.000000 Penalty: 5686.205566
	Iteration 73Q: 3 clusters Score -1.261525e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88876 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -12615241.000000 Penalty: 5686.205566
	Iteration 74Q: 3 clusters Score -1.261524e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88977 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -12615243.000000 Penalty: 5686.205566
	Iteration 75Q: 3 clusters Score -1.261524e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89087 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -12615284.000000 Penalty: 5686.205566
	Iteration 76Q: 3 clusters Score -1.261528e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89169 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -12615300.000000 Penalty: 5686.205566
	Iteration 77Q: 3 clusters Score -1.26153e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89242 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -12615292.000000 Penalty: 5686.205566
	Iteration 78Q: 3 clusters Score -1.261529e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89303 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -12615286.000000 Penalty: 5686.205566
	Iteration 79Q: 3 clusters Score -1.261529e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89378 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -12615286.000000 Penalty: 5686.205566
	Iteration 80F: 3 clusters Score -1.261529e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89457 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -12615321.000000 Penalty: 5686.205566
	Iteration 81Q: 3 clusters Score -1.261532e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89522 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -12615299.000000 Penalty: 5686.205566
	Iteration 82Q: 3 clusters Score -1.26153e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89576 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -12615290.000000 Penalty: 5686.205566
	Iteration 83Q: 3 clusters Score -1.261529e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89634 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -12615302.000000 Penalty: 5686.205566
	Iteration 84Q: 3 clusters Score -1.26153e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89699 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -12615324.000000 Penalty: 5686.205566
	Iteration 85Q: 3 clusters Score -1.261532e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89750 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -12615318.000000 Penalty: 5686.205566
	Iteration 86Q: 3 clusters Score -1.261532e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89788 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -12615342.000000 Penalty: 5686.205566
	Iteration 87Q: 3 clusters Score -1.261534e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89832 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -12615340.000000 Penalty: 5686.205566
	Iteration 88Q: 3 clusters Score -1.261534e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89866 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -12615331.000000 Penalty: 5686.205566
	Iteration 89Q: 3 clusters Score -1.261533e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89903 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -12615336.000000 Penalty: 5686.205566
	Iteration 90Q: 3 clusters Score -1.261534e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89933 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -12615329.000000 Penalty: 5686.205566
	Iteration 91Q: 3 clusters Score -1.261533e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89963 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -12615326.000000 Penalty: 5686.205566
	Iteration 92Q: 3 clusters Score -1.261533e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89981 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -12615324.000000 Penalty: 5686.205566
	Iteration 93Q: 3 clusters Score -1.261532e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90005 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -12615318.000000 Penalty: 5686.205566
	Iteration 94Q: 3 clusters Score -1.261532e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90029 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -12615319.000000 Penalty: 5686.205566
	Iteration 95Q: 3 clusters Score -1.261532e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90050 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -12615327.000000 Penalty: 5686.205566
	Iteration 96Q: 3 clusters Score -1.261533e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90069 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -12615340.000000 Penalty: 5686.205566
	Iteration 97Q: 3 clusters Score -1.261534e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90084 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -12615325.000000 Penalty: 5686.205566
	Iteration 98Q: 3 clusters Score -1.261532e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90098 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -12615328.000000 Penalty: 5686.205566
	Iteration 99Q: 3 clusters Score -1.261533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90106 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -12615322.000000 Penalty: 5686.205566
	Iteration 100F: 3 clusters Score -1.261532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90111 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -12615324.000000 Penalty: 5686.205566
	Iteration 101Q: 3 clusters Score -1.261532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90115 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -12615320.000000 Penalty: 5686.205566
	Iteration 102Q: 3 clusters Score -1.261532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90118 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -12615305.000000 Penalty: 5686.205566
	Iteration 103Q: 3 clusters Score -1.26153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90123 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -12615311.000000 Penalty: 5686.205566
	Iteration 104Q: 3 clusters Score -1.261531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90128 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -12615324.000000 Penalty: 5686.205566
	Iteration 105Q: 3 clusters Score -1.261532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90133 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -12615330.000000 Penalty: 5686.205566
	Iteration 106Q: 3 clusters Score -1.261533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90136 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -12615336.000000 Penalty: 5686.205566
	Iteration 107Q: 3 clusters Score -1.261534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90139 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -12615334.000000 Penalty: 5686.205566
	Iteration 108Q: 3 clusters Score -1.261533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90140 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -12615342.000000 Penalty: 5686.205566
	Iteration 109Q: 3 clusters Score -1.261534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90140 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -12615342.000000 Penalty: 5686.205566
	Iteration 110F: 3 clusters Score -1.261534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Entering Unmasked Estep 
Score: -1089433.500000 Penalty: 2246.154053
	Iteration 0F: 2 clusters Score -1089434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1082639.250000 Penalty: 4492.308105
	Iteration 0F: 3 clusters Score -1082639 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1084667.125000 Penalty: 4492.308105
	Iteration 1F: 3 clusters Score -1084667 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1085152.250000 Penalty: 4492.308105
	Iteration 2F: 3 clusters Score -1085152 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1085564.500000 Penalty: 4492.308105
	Iteration 3F: 3 clusters Score -1085564 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1085885.125000 Penalty: 4492.308105
	Iteration 4F: 3 clusters Score -1085885 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1086203.875000 Penalty: 4492.308105
	Iteration 5F: 3 clusters Score -1086204 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1086525.125000 Penalty: 4492.308105
	Iteration 6F: 3 clusters Score -1086525 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1086827.625000 Penalty: 4492.308105
	Iteration 7F: 3 clusters Score -1086828 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1087076.000000 Penalty: 4492.308105
	Iteration 8Q: 3 clusters Score -1087076 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1087270.375000 Penalty: 4492.308105
	Iteration 9Q: 3 clusters Score -1087270 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1087413.125000 Penalty: 4492.308105
	Iteration 10Q: 3 clusters Score -1087413 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1087525.625000 Penalty: 4492.308105
	Iteration 11Q: 3 clusters Score -1087526 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1087599.375000 Penalty: 4492.308105
	Iteration 12Q: 3 clusters Score -1087599 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1087666.875000 Penalty: 4492.308105
	Iteration 13Q: 3 clusters Score -1087667 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1087718.875000 Penalty: 4492.308105
	Iteration 14Q: 3 clusters Score -1087719 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1087764.250000 Penalty: 4492.308105
	Iteration 15Q: 3 clusters Score -1087764 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1087805.875000 Penalty: 4492.308105
	Iteration 16Q: 3 clusters Score -1087806 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1087844.500000 Penalty: 4492.308105
	Iteration 17Q: 3 clusters Score -1087844 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1087883.250000 Penalty: 4492.308105
	Iteration 18Q: 3 clusters Score -1087883 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1087918.500000 Penalty: 4492.308105
	Iteration 19Q: 3 clusters Score -1087918 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1087949.750000 Penalty: 4492.308105
	Iteration 20F: 3 clusters Score -1087950 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1087984.750000 Penalty: 4492.308105
	Iteration 21Q: 3 clusters Score -1087985 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1088009.375000 Penalty: 4492.308105
	Iteration 22Q: 3 clusters Score -1088009 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1088027.125000 Penalty: 4492.308105
	Iteration 23Q: 3 clusters Score -1088027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1088048.250000 Penalty: 4492.308105
	Iteration 24Q: 3 clusters Score -1088048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1088064.250000 Penalty: 4492.308105
	Iteration 25Q: 3 clusters Score -1088064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1088083.000000 Penalty: 4492.308105
	Iteration 26Q: 3 clusters Score -1088083 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1088100.875000 Penalty: 4492.308105
	Iteration 27Q: 3 clusters Score -1088101 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1088120.125000 Penalty: 4492.308105
	Iteration 28Q: 3 clusters Score -1088120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1088135.875000 Penalty: 4492.308105
	Iteration 29Q: 3 clusters Score -1088136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1088147.750000 Penalty: 4492.308105
	Iteration 30Q: 3 clusters Score -1088148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1088158.500000 Penalty: 4492.308105
	Iteration 31Q: 3 clusters Score -1088158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1088171.250000 Penalty: 4492.308105
	Iteration 32Q: 3 clusters Score -1088171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1088181.250000 Penalty: 4492.308105
	Iteration 33Q: 3 clusters Score -1088181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1088192.625000 Penalty: 4492.308105
	Iteration 34Q: 3 clusters Score -1088193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1088201.500000 Penalty: 4492.308105
	Iteration 35Q: 3 clusters Score -1088202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1088208.625000 Penalty: 4492.308105
	Iteration 36Q: 3 clusters Score -1088209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1088214.125000 Penalty: 4492.308105
	Iteration 37Q: 3 clusters Score -1088214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1088221.750000 Penalty: 4492.308105
	Iteration 38Q: 3 clusters Score -1088222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1088222.875000 Penalty: 4492.308105
	Iteration 39Q: 3 clusters Score -1088223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1088223.750000 Penalty: 4492.308105
	Iteration 40F: 3 clusters Score -1088224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1088225.375000 Penalty: 4492.308105
	Iteration 41Q: 3 clusters Score -1088225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1088225.000000 Penalty: 4492.308105
	Iteration 42Q: 3 clusters Score -1088225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1088227.500000 Penalty: 4492.308105
	Iteration 43Q: 3 clusters Score -1088228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1088228.125000 Penalty: 4492.308105
	Iteration 44Q: 3 clusters Score -1088228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1088230.500000 Penalty: 4492.308105
	Iteration 45Q: 3 clusters Score -1088230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1088230.500000 Penalty: 4492.308105
	Iteration 46Q: 3 clusters Score -1088230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1088233.250000 Penalty: 4492.308105
	Iteration 47Q: 3 clusters Score -1088233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1088236.625000 Penalty: 4492.308105
	Iteration 48Q: 3 clusters Score -1088237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1088236.250000 Penalty: 4492.308105
	Iteration 49Q: 3 clusters Score -1088236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1088236.250000 Penalty: 4492.308105
	Iteration 50F: 3 clusters Score -1088236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Entering Unmasked Estep 
Score: -2304886.250000 Penalty: 2405.317139
	Iteration 0F: 2 clusters Score -2304886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2293065.250000 Penalty: 4810.634277
	Iteration 0F: 3 clusters Score -2293065 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -2296821.250000 Penalty: 4810.634277
	Iteration 1F: 3 clusters Score -2296821 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2297139.250000 Penalty: 4810.634277
	Iteration 2F: 3 clusters Score -2297139 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2297391.500000 Penalty: 4810.634277
	Iteration 3Q: 3 clusters Score -2297392 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2297604.250000 Penalty: 4810.634277
	Iteration 4Q: 3 clusters Score -2297604 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2297770.250000 Penalty: 4810.634277
	Iteration 5Q: 3 clusters Score -2297770 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2297898.500000 Penalty: 4810.634277
	Iteration 6Q: 3 clusters Score -2297898 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2298026.250000 Penalty: 4810.634277
	Iteration 7Q: 3 clusters Score -2298026 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2298168.750000 Penalty: 4810.634277
	Iteration 8Q: 3 clusters Score -2298169 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2298353.000000 Penalty: 4810.634277
	Iteration 9Q: 3 clusters Score -2298353 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2298578.750000 Penalty: 4810.634277
	Iteration 10Q: 3 clusters Score -2298579 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2298877.500000 Penalty: 4810.634277
	Iteration 11Q: 3 clusters Score -2298878 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2299294.250000 Penalty: 4810.634277
	Iteration 12Q: 3 clusters Score -2299294 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2299816.000000 Penalty: 4810.634277
	Iteration 13Q: 3 clusters Score -2299816 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2300417.250000 Penalty: 4810.634277
	Iteration 14F: 3 clusters Score -2300417 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2301052.000000 Penalty: 4810.634277
	Iteration 15Q: 3 clusters Score -2301052 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2301624.750000 Penalty: 4810.634277
	Iteration 16Q: 3 clusters Score -2301625 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2302063.500000 Penalty: 4810.634277
	Iteration 17Q: 3 clusters Score -2302064 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2302330.500000 Penalty: 4810.634277
	Iteration 18Q: 3 clusters Score -2302330 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2302460.000000 Penalty: 4810.634277
	Iteration 19Q: 3 clusters Score -2302460 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2302560.000000 Penalty: 4810.634277
	Iteration 20F: 3 clusters Score -2302560 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2302638.750000 Penalty: 4810.634277
	Iteration 21Q: 3 clusters Score -2302639 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2302696.250000 Penalty: 4810.634277
	Iteration 22Q: 3 clusters Score -2302696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2302716.000000 Penalty: 4810.634277
	Iteration 23Q: 3 clusters Score -2302716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2302735.500000 Penalty: 4810.634277
	Iteration 24Q: 3 clusters Score -2302736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -2302743.000000 Penalty: 4810.634277
	Iteration 25Q: 3 clusters Score -2302743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2302750.750000 Penalty: 4810.634277
	Iteration 26Q: 3 clusters Score -2302751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2302759.500000 Penalty: 4810.634277
	Iteration 27Q: 3 clusters Score -2302760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2302763.000000 Penalty: 4810.634277
	Iteration 28Q: 3 clusters Score -2302763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2302771.000000 Penalty: 4810.634277
	Iteration 29Q: 3 clusters Score -2302771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2302776.000000 Penalty: 4810.634277
	Iteration 30Q: 3 clusters Score -2302776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2302786.750000 Penalty: 4810.634277
	Iteration 31Q: 3 clusters Score -2302787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2302798.500000 Penalty: 4810.634277
	Iteration 32Q: 3 clusters Score -2302798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2302800.000000 Penalty: 4810.634277
	Iteration 33Q: 3 clusters Score -2302800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2302800.000000 Penalty: 4810.634277
	Iteration 34F: 3 clusters Score -2302800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -38128.039062 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -38128.04 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: -36816.703125 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -36816.7 nChanged 42
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: -36981.941406 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -36981.94 nChanged 10
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: -37015.687500 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -37015.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37037.386719 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -37037.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -37054.042969 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -37054.04 nChanged 4
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: -37100.289062 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -37100.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37122.667969 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -37122.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -37147.140625 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -37147.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -37190.679688 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -37190.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -37208.347656 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -37208.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -37225.351562 Penalty: 2868.777344
	Iteration 10Q: 3 clusters Score -37225.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -37234.949219 Penalty: 2868.777344
	Iteration 11Q: 3 clusters Score -37234.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -37258.523438 Penalty: 2868.777344
	Iteration 12Q: 3 clusters Score -37258.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -37268.757812 Penalty: 2868.777344
	Iteration 13Q: 3 clusters Score -37268.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -37274.906250 Penalty: 2868.777344
	Iteration 14F: 3 clusters Score -37274.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -37318.687500 Penalty: 2868.777344
	Iteration 15Q: 3 clusters Score -37318.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -37470.570312 Penalty: 2868.777344
	Iteration 16Q: 3 clusters Score -37470.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -37525.890625 Penalty: 2868.777344
	Iteration 17Q: 3 clusters Score -37525.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -37571.625000 Penalty: 2868.777344
	Iteration 18Q: 3 clusters Score -37571.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -37613.265625 Penalty: 2868.777344
	Iteration 19Q: 3 clusters Score -37613.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -37624.136719 Penalty: 2868.777344
	Iteration 20F: 3 clusters Score -37624.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -37627.414062 Penalty: 2868.777344
	Iteration 21Q: 3 clusters Score -37627.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -37627.414062 Penalty: 2868.777344
	Iteration 22F: 3 clusters Score -37627.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (86985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86985 members 
Entering Unmasked Estep 
Score: -11748585.000000 Penalty: 2820.625732
	Iteration 0F: 2 clusters Score -1.174858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -11690229.000000 Penalty: 5641.251465
	Iteration 0F: 3 clusters Score -1.169023e+07 nChanged 41118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -11713760.000000 Penalty: 5641.251465
	Iteration 1F: 3 clusters Score -1.171376e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -11714563.000000 Penalty: 5641.251465
	Iteration 2Q: 3 clusters Score -1.171456e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -11715549.000000 Penalty: 5641.251465
	Iteration 3Q: 3 clusters Score -1.171555e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -11717203.000000 Penalty: 5641.251465
	Iteration 4Q: 3 clusters Score -1.17172e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 58862 members 
Entering Unmasked Estep 
Score: -11720218.000000 Penalty: 5641.251465
	Iteration 5F: 3 clusters Score -1.172022e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 65522 members 
Entering Unmasked Estep 
Score: -11725292.000000 Penalty: 5641.251465
	Iteration 6F: 3 clusters Score -1.172529e+07 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 73312 members 
Entering Unmasked Estep 
Score: -11732393.000000 Penalty: 5641.251465
	Iteration 7F: 3 clusters Score -1.173239e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 80301 members 
Entering Unmasked Estep 
Score: -11739564.000000 Penalty: 5641.251465
	Iteration 8F: 3 clusters Score -1.173956e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 84554 members 
Entering Unmasked Estep 
Score: -11743818.000000 Penalty: 5641.251465
	Iteration 9Q: 3 clusters Score -1.174382e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 86160 members 
Entering Unmasked Estep 
Score: -11745348.000000 Penalty: 5641.251465
	Iteration 10Q: 3 clusters Score -1.174535e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 86612 members 
Entering Unmasked Estep 
Score: -11745783.000000 Penalty: 5641.251465
	Iteration 11Q: 3 clusters Score -1.174578e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 86712 members 
Entering Unmasked Estep 
Score: -11745920.000000 Penalty: 5641.251465
	Iteration 12Q: 3 clusters Score -1.174592e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 86750 members 
Entering Unmasked Estep 
Score: -11745994.000000 Penalty: 5641.251465
	Iteration 13Q: 3 clusters Score -1.174599e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 86770 members 
Entering Unmasked Estep 
Score: -11746037.000000 Penalty: 5641.251465
	Iteration 14Q: 3 clusters Score -1.174604e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 86783 members 
Entering Unmasked Estep 
Score: -11746053.000000 Penalty: 5641.251465
	Iteration 15Q: 3 clusters Score -1.174605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 86785 members 
Entering Unmasked Estep 
Score: -11746055.000000 Penalty: 5641.251465
	Iteration 16Q: 3 clusters Score -1.174606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 86787 members 
Entering Unmasked Estep 
Score: -11746066.000000 Penalty: 5641.251465
	Iteration 17Q: 3 clusters Score -1.174607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 86788 members 
Entering Unmasked Estep 
Score: -11746062.000000 Penalty: 5641.251465
	Iteration 18Q: 3 clusters Score -1.174606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 86787 members 
Entering Unmasked Estep 
Score: -11746062.000000 Penalty: 5641.251465
	Iteration 19Q: 3 clusters Score -1.174606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 86789 members 
Entering Unmasked Estep 
Score: -11746063.000000 Penalty: 5641.251465
	Iteration 20F: 3 clusters Score -1.174606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (73645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73645 members 
Entering Unmasked Estep 
Score: -9927619.000000 Penalty: 2779.338867
	Iteration 0F: 2 clusters Score -9927619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -9878359.000000 Penalty: 5558.677734
	Iteration 0F: 3 clusters Score -9878359 nChanged 34493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -9897703.000000 Penalty: 5558.677734
	Iteration 1F: 3 clusters Score -9897703 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -9898345.000000 Penalty: 5558.677734
	Iteration 2Q: 3 clusters Score -9898345 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -9899132.000000 Penalty: 5558.677734
	Iteration 3Q: 3 clusters Score -9899132 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -9900205.000000 Penalty: 5558.677734
	Iteration 4Q: 3 clusters Score -9900205 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -9901902.000000 Penalty: 5558.677734
	Iteration 5Q: 3 clusters Score -9901902 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -9904424.000000 Penalty: 5558.677734
	Iteration 6F: 3 clusters Score -9904424 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -9908034.000000 Penalty: 5558.677734
	Iteration 7F: 3 clusters Score -9908034 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -9912420.000000 Penalty: 5558.677734
	Iteration 8F: 3 clusters Score -9912420 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 62005 members 
Entering Unmasked Estep 
Score: -9917082.000000 Penalty: 5558.677734
	Iteration 9F: 3 clusters Score -9917082 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 66163 members 
Entering Unmasked Estep 
Score: -9921174.000000 Penalty: 5558.677734
	Iteration 10F: 3 clusters Score -9921174 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 69012 members 
Entering Unmasked Estep 
Score: -9923873.000000 Penalty: 5558.677734
	Iteration 11Q: 3 clusters Score -9923873 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 70650 members 
Entering Unmasked Estep 
Score: -9925291.000000 Penalty: 5558.677734
	Iteration 12Q: 3 clusters Score -9925291 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 71509 members 
Entering Unmasked Estep 
Score: -9925980.000000 Penalty: 5558.677734
	Iteration 13Q: 3 clusters Score -9925980 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 71928 members 
Entering Unmasked Estep 
Score: -9926282.000000 Penalty: 5558.677734
	Iteration 14Q: 3 clusters Score -9926282 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 72172 members 
Entering Unmasked Estep 
Score: -9926472.000000 Penalty: 5558.677734
	Iteration 15Q: 3 clusters Score -9926472 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 72310 members 
Entering Unmasked Estep 
Score: -9926576.000000 Penalty: 5558.677734
	Iteration 16Q: 3 clusters Score -9926576 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 72392 members 
Entering Unmasked Estep 
Score: -9926663.000000 Penalty: 5558.677734
	Iteration 17Q: 3 clusters Score -9926663 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 72459 members 
Entering Unmasked Estep 
Score: -9926694.000000 Penalty: 5558.677734
	Iteration 18Q: 3 clusters Score -9926694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 72493 members 
Entering Unmasked Estep 
Score: -9926712.000000 Penalty: 5558.677734
	Iteration 19Q: 3 clusters Score -9926712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 72517 members 
Entering Unmasked Estep 
Score: -9926739.000000 Penalty: 5558.677734
	Iteration 20F: 3 clusters Score -9926739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 72537 members 
Entering Unmasked Estep 
Score: -9926758.000000 Penalty: 5558.677734
	Iteration 21Q: 3 clusters Score -9926758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 72556 members 
Entering Unmasked Estep 
Score: -9926772.000000 Penalty: 5558.677734
	Iteration 22Q: 3 clusters Score -9926772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 72568 members 
Entering Unmasked Estep 
Score: -9926772.000000 Penalty: 5558.677734
	Iteration 23Q: 3 clusters Score -9926772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 72578 members 
Entering Unmasked Estep 
Score: -9926782.000000 Penalty: 5558.677734
	Iteration 24Q: 3 clusters Score -9926782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 72583 members 
Entering Unmasked Estep 
Score: -9926772.000000 Penalty: 5558.677734
	Iteration 25Q: 3 clusters Score -9926772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 72586 members 
Entering Unmasked Estep 
Score: -9926784.000000 Penalty: 5558.677734
	Iteration 26Q: 3 clusters Score -9926784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 72590 members 
Entering Unmasked Estep 
Score: -9926787.000000 Penalty: 5558.677734
	Iteration 27Q: 3 clusters Score -9926787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 72591 members 
Entering Unmasked Estep 
Score: -9926792.000000 Penalty: 5558.677734
	Iteration 28Q: 3 clusters Score -9926792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 72596 members 
Entering Unmasked Estep 
Score: -9926791.000000 Penalty: 5558.677734
	Iteration 29Q: 3 clusters Score -9926791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 72596 members 
Entering Unmasked Estep 
Score: -9926791.000000 Penalty: 5558.677734
	Iteration 30F: 3 clusters Score -9926791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -41368.832031 Penalty: 1501.500977
	Iteration 0F: 2 clusters Score -41368.83 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 208 members 
Entering Unmasked Estep 
Score: -40180.371094 Penalty: 3003.001953
	Iteration 0F: 3 clusters Score -40180.37 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40902.250000 Penalty: 3003.001953
	Iteration 1F: 3 clusters Score -40902.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -41325.941406 Penalty: 3003.001953
	Iteration 2F: 3 clusters Score -41325.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41655.582031 Penalty: 3003.001953
	Iteration 3F: 3 clusters Score -41655.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -41742.289062 Penalty: 3003.001953
	Iteration 4Q: 3 clusters Score -41742.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41792.683594 Penalty: 3003.001953
	Iteration 5Q: 3 clusters Score -41792.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41812.082031 Penalty: 3003.001953
	Iteration 6Q: 3 clusters Score -41812.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41864.136719 Penalty: 3003.001953
	Iteration 7Q: 3 clusters Score -41864.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41898.863281 Penalty: 3003.001953
	Iteration 8Q: 3 clusters Score -41898.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41931.746094 Penalty: 3003.001953
	Iteration 9Q: 3 clusters Score -41931.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41992.664062 Penalty: 3003.001953
	Iteration 10Q: 3 clusters Score -41992.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42026.394531 Penalty: 3003.001953
	Iteration 11Q: 3 clusters Score -42026.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42077.363281 Penalty: 3003.001953
	Iteration 12Q: 3 clusters Score -42077.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42119.941406 Penalty: 3003.001953
	Iteration 13Q: 3 clusters Score -42119.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42127.308594 Penalty: 3003.001953
	Iteration 14Q: 3 clusters Score -42127.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42129.703125 Penalty: 3003.001953
	Iteration 15F: 3 clusters Score -42129.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42189.894531 Penalty: 3003.001953
	Iteration 16Q: 3 clusters Score -42189.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -42399.183594 Penalty: 3003.001953
	Iteration 17Q: 3 clusters Score -42399.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -42402.996094 Penalty: 3003.001953
	Iteration 18Q: 3 clusters Score -42403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -42409.617188 Penalty: 3003.001953
	Iteration 19Q: 3 clusters Score -42409.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42421.683594 Penalty: 3003.001953
	Iteration 20F: 3 clusters Score -42421.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42437.343750 Penalty: 3003.001953
	Iteration 21Q: 3 clusters Score -42437.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42440.683594 Penalty: 3003.001953
	Iteration 22Q: 3 clusters Score -42440.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42440.683594 Penalty: 3003.001953
	Iteration 23F: 3 clusters Score -42440.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 95237 members 
Mstep: Class 2 contains 8579 members 
Mstep: Class 3 contains 16299 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 86985 members 
Mstep: Class 6 contains 73645 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164747 members 
Mstep: Class 10 contains 3011 members 
Mstep: Class 11 contains 162615 members 
Mstep: Class 12 contains 102728 members 
Mstep: Class 13 contains 152285 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 5256 members 
Mstep: Class 16 contains 2817 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175466 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160633 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 158286 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 225 members 
Entering Unmasked Estep 
Score: -180435296.000000 Penalty: 87655.367188
Splitting cluster 7 changes total score from -180435920.000000 to -180435296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -71767.906250 Penalty: 1573.717773
	Iteration 0F: 2 clusters Score -71767.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -70148.523438 Penalty: 3147.435547
	Iteration 0F: 3 clusters Score -70148.52 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70350.750000 Penalty: 3147.435547
	Iteration 1F: 3 clusters Score -70350.75 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -70434.648438 Penalty: 3147.435547
	Iteration 2F: 3 clusters Score -70434.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -70465.578125 Penalty: 3147.435547
	Iteration 3Q: 3 clusters Score -70465.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -70471.812500 Penalty: 3147.435547
	Iteration 4Q: 3 clusters Score -70471.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -70480.671875 Penalty: 3147.435547
	Iteration 5Q: 3 clusters Score -70480.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70481.453125 Penalty: 3147.435547
	Iteration 6Q: 3 clusters Score -70481.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70481.453125 Penalty: 3147.435547
	Iteration 7F: 3 clusters Score -70481.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (164747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164747 members 
Entering Unmasked Estep 
Score: -22044312.000000 Penalty: 2979.017090
	Iteration 0F: 2 clusters Score -2.204431e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82436 members 
Mstep: Class 2 contains 82311 members 
Entering Unmasked Estep 
Score: -21938052.000000 Penalty: 5958.034180
	Iteration 0F: 3 clusters Score -2.193805e+07 nChanged 78900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85536 members 
Mstep: Class 2 contains 79211 members 
Entering Unmasked Estep 
Score: -21984418.000000 Penalty: 5958.034180
	Iteration 1F: 3 clusters Score -2.198442e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87770 members 
Mstep: Class 2 contains 76977 members 
Entering Unmasked Estep 
Score: -21985670.000000 Penalty: 5958.034180
	Iteration 2Q: 3 clusters Score -2.198567e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91208 members 
Mstep: Class 2 contains 73539 members 
Entering Unmasked Estep 
Score: -21987382.000000 Penalty: 5958.034180
	Iteration 3Q: 3 clusters Score -2.198738e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96196 members 
Mstep: Class 2 contains 68551 members 
Entering Unmasked Estep 
Score: -21990284.000000 Penalty: 5958.034180
	Iteration 4Q: 3 clusters Score -2.199028e+07 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103061 members 
Mstep: Class 2 contains 61686 members 
Entering Unmasked Estep 
Score: -21994634.000000 Penalty: 5958.034180
	Iteration 5F: 3 clusters Score -2.199463e+07 nChanged 10480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111665 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
Score: -22000460.000000 Penalty: 5958.034180
	Iteration 6F: 3 clusters Score -2.200046e+07 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121605 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -22007548.000000 Penalty: 5958.034180
	Iteration 7F: 3 clusters Score -2.200755e+07 nChanged 11137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131990 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -22015862.000000 Penalty: 5958.034180
	Iteration 8F: 3 clusters Score -2.201586e+07 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142062 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -22024786.000000 Penalty: 5958.034180
	Iteration 9F: 3 clusters Score -2.202479e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150734 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -22033010.000000 Penalty: 5958.034180
	Iteration 10F: 3 clusters Score -2.203301e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157306 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -22038436.000000 Penalty: 5958.034180
	Iteration 11Q: 3 clusters Score -2.203844e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161350 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -22040748.000000 Penalty: 5958.034180
	Iteration 12Q: 3 clusters Score -2.204075e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163219 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -22041390.000000 Penalty: 5958.034180
	Iteration 13Q: 3 clusters Score -2.204139e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163942 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -22041680.000000 Penalty: 5958.034180
	Iteration 14Q: 3 clusters Score -2.204168e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164208 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -22041822.000000 Penalty: 5958.034180
	Iteration 15Q: 3 clusters Score -2.204182e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164313 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -22041844.000000 Penalty: 5958.034180
	Iteration 16Q: 3 clusters Score -2.204184e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164364 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -22041874.000000 Penalty: 5958.034180
	Iteration 17Q: 3 clusters Score -2.204187e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164388 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -22041912.000000 Penalty: 5958.034180
	Iteration 18Q: 3 clusters Score -2.204191e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164405 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -22041928.000000 Penalty: 5958.034180
	Iteration 19Q: 3 clusters Score -2.204193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164418 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -22041924.000000 Penalty: 5958.034180
	Iteration 20F: 3 clusters Score -2.204192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164423 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -22041930.000000 Penalty: 5958.034180
	Iteration 21Q: 3 clusters Score -2.204193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164428 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -22041950.000000 Penalty: 5958.034180
	Iteration 22Q: 3 clusters Score -2.204195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164430 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -22041944.000000 Penalty: 5958.034180
	Iteration 23Q: 3 clusters Score -2.204194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164431 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -22041936.000000 Penalty: 5958.034180
	Iteration 24Q: 3 clusters Score -2.204194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164434 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -22041934.000000 Penalty: 5958.034180
	Iteration 25Q: 3 clusters Score -2.204193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164434 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -22041950.000000 Penalty: 5958.034180
	Iteration 26Q: 3 clusters Score -2.204195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164437 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -22041952.000000 Penalty: 5958.034180
	Iteration 27Q: 3 clusters Score -2.204195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164438 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -22041968.000000 Penalty: 5958.034180
	Iteration 28Q: 3 clusters Score -2.204197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164441 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -22041968.000000 Penalty: 5958.034180
	Iteration 29Q: 3 clusters Score -2.204197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164441 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -22041970.000000 Penalty: 5958.034180
	Iteration 30Q: 3 clusters Score -2.204197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164440 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -22041984.000000 Penalty: 5958.034180
	Iteration 31Q: 3 clusters Score -2.204198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164440 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -22041984.000000 Penalty: 5958.034180
	Iteration 32F: 3 clusters Score -2.204198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Entering Unmasked Estep 
Score: -398780.625000 Penalty: 1986.486938
	Iteration 0F: 2 clusters Score -398780.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -395516.968750 Penalty: 3972.973877
	Iteration 0F: 3 clusters Score -395517 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -396220.875000 Penalty: 3972.973877
	Iteration 1F: 3 clusters Score -396220.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -396499.281250 Penalty: 3972.973877
	Iteration 2F: 3 clusters Score -396499.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -396762.218750 Penalty: 3972.973877
	Iteration 3F: 3 clusters Score -396762.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -397138.406250 Penalty: 3972.973877
	Iteration 4F: 3 clusters Score -397138.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -397483.500000 Penalty: 3972.973877
	Iteration 5F: 3 clusters Score -397483.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -397759.468750 Penalty: 3972.973877
	Iteration 6F: 3 clusters Score -397759.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -398039.718750 Penalty: 3972.973877
	Iteration 7F: 3 clusters Score -398039.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -398341.000000 Penalty: 3972.973877
	Iteration 8Q: 3 clusters Score -398341 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -398613.593750 Penalty: 3972.973877
	Iteration 9Q: 3 clusters Score -398613.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -398749.468750 Penalty: 3972.973877
	Iteration 10Q: 3 clusters Score -398749.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -398820.968750 Penalty: 3972.973877
	Iteration 11Q: 3 clusters Score -398821 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -398868.562500 Penalty: 3972.973877
	Iteration 12Q: 3 clusters Score -398868.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -398892.375000 Penalty: 3972.973877
	Iteration 13Q: 3 clusters Score -398892.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -398903.812500 Penalty: 3972.973877
	Iteration 14Q: 3 clusters Score -398903.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -398919.875000 Penalty: 3972.973877
	Iteration 15Q: 3 clusters Score -398919.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -398923.875000 Penalty: 3972.973877
	Iteration 16Q: 3 clusters Score -398923.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -398925.343750 Penalty: 3972.973877
	Iteration 17Q: 3 clusters Score -398925.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -398925.343750 Penalty: 3972.973877
	Iteration 18F: 3 clusters Score -398925.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 95237 members 
Mstep: Class 2 contains 8579 members 
Mstep: Class 3 contains 16299 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 86985 members 
Mstep: Class 6 contains 73645 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164747 members 
Mstep: Class 10 contains 919 members 
Mstep: Class 11 contains 162615 members 
Mstep: Class 12 contains 102728 members 
Mstep: Class 13 contains 152285 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 5256 members 
Mstep: Class 16 contains 2817 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175466 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160633 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 158286 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 2092 members 
Entering Unmasked Estep 
Score: -180433344.000000 Penalty: 87655.367188
Splitting cluster 10 changes total score from -180435920.000000 to -180433344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (162615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162615 members 
Entering Unmasked Estep 
Score: -21967930.000000 Penalty: 2975.786865
	Iteration 0F: 2 clusters Score -2.196793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81173 members 
Mstep: Class 2 contains 81442 members 
Entering Unmasked Estep 
Score: -21861916.000000 Penalty: 5951.573730
	Iteration 0F: 3 clusters Score -2.186192e+07 nChanged 77735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78822 members 
Mstep: Class 2 contains 83793 members 
Entering Unmasked Estep 
Score: -21906580.000000 Penalty: 5951.573730
	Iteration 1F: 3 clusters Score -2.190658e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77087 members 
Mstep: Class 2 contains 85528 members 
Entering Unmasked Estep 
Score: -21907480.000000 Penalty: 5951.573730
	Iteration 2Q: 3 clusters Score -2.190748e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74426 members 
Mstep: Class 2 contains 88189 members 
Entering Unmasked Estep 
Score: -21908638.000000 Penalty: 5951.573730
	Iteration 3Q: 3 clusters Score -2.190864e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70356 members 
Mstep: Class 2 contains 92259 members 
Entering Unmasked Estep 
Score: -21910380.000000 Penalty: 5951.573730
	Iteration 4Q: 3 clusters Score -2.191038e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64157 members 
Mstep: Class 2 contains 98458 members 
Entering Unmasked Estep 
Score: -21913368.000000 Penalty: 5951.573730
	Iteration 5Q: 3 clusters Score -2.191337e+07 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 107436 members 
Entering Unmasked Estep 
Score: -21919048.000000 Penalty: 5951.573730
	Iteration 6F: 3 clusters Score -2.191905e+07 nChanged 12415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 119177 members 
Entering Unmasked Estep 
Score: -21928332.000000 Penalty: 5951.573730
	Iteration 7F: 3 clusters Score -2.192833e+07 nChanged 13550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 132285 members 
Entering Unmasked Estep 
Score: -21940324.000000 Penalty: 5951.573730
	Iteration 8F: 3 clusters Score -2.194032e+07 nChanged 12023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 144018 members 
Entering Unmasked Estep 
Score: -21951976.000000 Penalty: 5951.573730
	Iteration 9F: 3 clusters Score -2.195198e+07 nChanged 8328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 152180 members 
Entering Unmasked Estep 
Score: -21959466.000000 Penalty: 5951.573730
	Iteration 10F: 3 clusters Score -2.195947e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 157115 members 
Entering Unmasked Estep 
Score: -21963220.000000 Penalty: 5951.573730
	Iteration 11Q: 3 clusters Score -2.196322e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 159761 members 
Entering Unmasked Estep 
Score: -21964492.000000 Penalty: 5951.573730
	Iteration 12Q: 3 clusters Score -2.196449e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 161088 members 
Entering Unmasked Estep 
Score: -21965010.000000 Penalty: 5951.573730
	Iteration 13Q: 3 clusters Score -2.196501e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 161686 members 
Entering Unmasked Estep 
Score: -21965174.000000 Penalty: 5951.573730
	Iteration 14Q: 3 clusters Score -2.196517e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 161951 members 
Entering Unmasked Estep 
Score: -21965248.000000 Penalty: 5951.573730
	Iteration 15Q: 3 clusters Score -2.196525e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 162072 members 
Entering Unmasked Estep 
Score: -21965280.000000 Penalty: 5951.573730
	Iteration 16Q: 3 clusters Score -2.196528e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 162136 members 
Entering Unmasked Estep 
Score: -21965334.000000 Penalty: 5951.573730
	Iteration 17Q: 3 clusters Score -2.196533e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 162171 members 
Entering Unmasked Estep 
Score: -21965366.000000 Penalty: 5951.573730
	Iteration 18Q: 3 clusters Score -2.196537e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 162194 members 
Entering Unmasked Estep 
Score: -21965394.000000 Penalty: 5951.573730
	Iteration 19Q: 3 clusters Score -2.196539e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 162220 members 
Entering Unmasked Estep 
Score: -21965418.000000 Penalty: 5951.573730
	Iteration 20F: 3 clusters Score -2.196542e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 162232 members 
Entering Unmasked Estep 
Score: -21965424.000000 Penalty: 5951.573730
	Iteration 21Q: 3 clusters Score -2.196542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 162238 members 
Entering Unmasked Estep 
Score: -21965414.000000 Penalty: 5951.573730
	Iteration 22Q: 3 clusters Score -2.196541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 162249 members 
Entering Unmasked Estep 
Score: -21965444.000000 Penalty: 5951.573730
	Iteration 23Q: 3 clusters Score -2.196544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 162254 members 
Entering Unmasked Estep 
Score: -21965434.000000 Penalty: 5951.573730
	Iteration 24Q: 3 clusters Score -2.196543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 162255 members 
Entering Unmasked Estep 
Score: -21965442.000000 Penalty: 5951.573730
	Iteration 25Q: 3 clusters Score -2.196544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 162259 members 
Entering Unmasked Estep 
Score: -21965440.000000 Penalty: 5951.573730
	Iteration 26Q: 3 clusters Score -2.196544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 162260 members 
Entering Unmasked Estep 
Score: -21965436.000000 Penalty: 5951.573730
	Iteration 27Q: 3 clusters Score -2.196544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 162262 members 
Entering Unmasked Estep 
Score: -21965454.000000 Penalty: 5951.573730
	Iteration 28Q: 3 clusters Score -2.196545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 162261 members 
Entering Unmasked Estep 
Score: -21965448.000000 Penalty: 5951.573730
	Iteration 29Q: 3 clusters Score -2.196545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 162261 members 
Entering Unmasked Estep 
Score: -21965448.000000 Penalty: 5951.573730
	Iteration 30F: 3 clusters Score -2.196545e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (102728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102728 members 
Entering Unmasked Estep 
Score: -13302693.000000 Penalty: 2861.880371
	Iteration 0F: 2 clusters Score -1.330269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 51339 members 
Entering Unmasked Estep 
Score: -13234535.000000 Penalty: 5723.760742
	Iteration 0F: 3 clusters Score -1.323454e+07 nChanged 48362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -13261908.000000 Penalty: 5723.760742
	Iteration 1F: 3 clusters Score -1.326191e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -13263530.000000 Penalty: 5723.760742
	Iteration 2Q: 3 clusters Score -1.326353e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57966 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -13266448.000000 Penalty: 5723.760742
	Iteration 3F: 3 clusters Score -1.326645e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62120 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -13271354.000000 Penalty: 5723.760742
	Iteration 4F: 3 clusters Score -1.327135e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66617 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -13277335.000000 Penalty: 5723.760742
	Iteration 5F: 3 clusters Score -1.327734e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70775 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -13282367.000000 Penalty: 5723.760742
	Iteration 6F: 3 clusters Score -1.328237e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74362 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -13285700.000000 Penalty: 5723.760742
	Iteration 7F: 3 clusters Score -1.32857e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77707 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -13287856.000000 Penalty: 5723.760742
	Iteration 8Q: 3 clusters Score -1.328786e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80988 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -13289423.000000 Penalty: 5723.760742
	Iteration 9Q: 3 clusters Score -1.328942e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84338 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -13291062.000000 Penalty: 5723.760742
	Iteration 10Q: 3 clusters Score -1.329106e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87681 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -13292759.000000 Penalty: 5723.760742
	Iteration 11Q: 3 clusters Score -1.329276e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90948 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -13294488.000000 Penalty: 5723.760742
	Iteration 12Q: 3 clusters Score -1.329449e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93842 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -13296128.000000 Penalty: 5723.760742
	Iteration 13Q: 3 clusters Score -1.329613e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96274 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -13297541.000000 Penalty: 5723.760742
	Iteration 14Q: 3 clusters Score -1.329754e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98188 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -13298635.000000 Penalty: 5723.760742
	Iteration 15Q: 3 clusters Score -1.329864e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99584 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -13299430.000000 Penalty: 5723.760742
	Iteration 16Q: 3 clusters Score -1.329943e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100495 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -13299966.000000 Penalty: 5723.760742
	Iteration 17Q: 3 clusters Score -1.329997e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101058 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -13300279.000000 Penalty: 5723.760742
	Iteration 18Q: 3 clusters Score -1.330028e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101386 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -13300442.000000 Penalty: 5723.760742
	Iteration 19Q: 3 clusters Score -1.330044e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101583 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -13300552.000000 Penalty: 5723.760742
	Iteration 20F: 3 clusters Score -1.330055e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101711 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -13300618.000000 Penalty: 5723.760742
	Iteration 21Q: 3 clusters Score -1.330062e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101789 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -13300687.000000 Penalty: 5723.760742
	Iteration 22Q: 3 clusters Score -1.330069e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101846 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -13300697.000000 Penalty: 5723.760742
	Iteration 23Q: 3 clusters Score -1.33007e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101886 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -13300717.000000 Penalty: 5723.760742
	Iteration 24Q: 3 clusters Score -1.330072e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101922 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -13300752.000000 Penalty: 5723.760742
	Iteration 25Q: 3 clusters Score -1.330075e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101959 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -13300774.000000 Penalty: 5723.760742
	Iteration 26Q: 3 clusters Score -1.330077e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101985 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -13300778.000000 Penalty: 5723.760742
	Iteration 27Q: 3 clusters Score -1.330078e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102005 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -13300789.000000 Penalty: 5723.760742
	Iteration 28Q: 3 clusters Score -1.330079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102016 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -13300809.000000 Penalty: 5723.760742
	Iteration 29Q: 3 clusters Score -1.330081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102023 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -13300809.000000 Penalty: 5723.760742
	Iteration 30Q: 3 clusters Score -1.330081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102031 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -13300823.000000 Penalty: 5723.760742
	Iteration 31Q: 3 clusters Score -1.330082e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102035 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -13300824.000000 Penalty: 5723.760742
	Iteration 32Q: 3 clusters Score -1.330082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102036 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -13300830.000000 Penalty: 5723.760742
	Iteration 33Q: 3 clusters Score -1.330083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102038 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -13300823.000000 Penalty: 5723.760742
	Iteration 34Q: 3 clusters Score -1.330082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102039 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -13300826.000000 Penalty: 5723.760742
	Iteration 35Q: 3 clusters Score -1.330083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102040 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -13300823.000000 Penalty: 5723.760742
	Iteration 36Q: 3 clusters Score -1.330082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102041 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -13300832.000000 Penalty: 5723.760742
	Iteration 37Q: 3 clusters Score -1.330083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102042 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -13300831.000000 Penalty: 5723.760742
	Iteration 38Q: 3 clusters Score -1.330083e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102042 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -13300831.000000 Penalty: 5723.760742
	Iteration 39F: 3 clusters Score -1.330083e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (152285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152285 members 
Entering Unmasked Estep 
Score: -20320624.000000 Penalty: 2959.510254
	Iteration 0F: 2 clusters Score -2.032062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76240 members 
Mstep: Class 2 contains 76045 members 
Entering Unmasked Estep 
Score: -20220134.000000 Penalty: 5919.020508
	Iteration 0F: 3 clusters Score -2.022013e+07 nChanged 72694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77678 members 
Mstep: Class 2 contains 74607 members 
Entering Unmasked Estep 
Score: -20261898.000000 Penalty: 5919.020508
	Iteration 1F: 3 clusters Score -2.02619e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78328 members 
Mstep: Class 2 contains 73957 members 
Entering Unmasked Estep 
Score: -20262940.000000 Penalty: 5919.020508
	Iteration 2Q: 3 clusters Score -2.026294e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79184 members 
Mstep: Class 2 contains 73101 members 
Entering Unmasked Estep 
Score: -20264440.000000 Penalty: 5919.020508
	Iteration 3Q: 3 clusters Score -2.026444e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80380 members 
Mstep: Class 2 contains 71905 members 
Entering Unmasked Estep 
Score: -20266338.000000 Penalty: 5919.020508
	Iteration 4Q: 3 clusters Score -2.026634e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81874 members 
Mstep: Class 2 contains 70411 members 
Entering Unmasked Estep 
Score: -20269098.000000 Penalty: 5919.020508
	Iteration 5Q: 3 clusters Score -2.02691e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83494 members 
Mstep: Class 2 contains 68791 members 
Entering Unmasked Estep 
Score: -20273138.000000 Penalty: 5919.020508
	Iteration 6Q: 3 clusters Score -2.027314e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84910 members 
Mstep: Class 2 contains 67375 members 
Entering Unmasked Estep 
Score: -20278516.000000 Penalty: 5919.020508
	Iteration 7F: 3 clusters Score -2.027852e+07 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85751 members 
Mstep: Class 2 contains 66534 members 
Entering Unmasked Estep 
Score: -20284454.000000 Penalty: 5919.020508
	Iteration 8F: 3 clusters Score -2.028445e+07 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85934 members 
Mstep: Class 2 contains 66351 members 
Entering Unmasked Estep 
Score: -20290428.000000 Penalty: 5919.020508
	Iteration 9F: 3 clusters Score -2.029043e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85775 members 
Mstep: Class 2 contains 66510 members 
Entering Unmasked Estep 
Score: -20294880.000000 Penalty: 5919.020508
	Iteration 10F: 3 clusters Score -2.029488e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85586 members 
Mstep: Class 2 contains 66699 members 
Entering Unmasked Estep 
Score: -20296974.000000 Penalty: 5919.020508
	Iteration 11Q: 3 clusters Score -2.029697e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85458 members 
Mstep: Class 2 contains 66827 members 
Entering Unmasked Estep 
Score: -20297672.000000 Penalty: 5919.020508
	Iteration 12Q: 3 clusters Score -2.029767e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85385 members 
Mstep: Class 2 contains 66900 members 
Entering Unmasked Estep 
Score: -20297918.000000 Penalty: 5919.020508
	Iteration 13Q: 3 clusters Score -2.029792e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85297 members 
Mstep: Class 2 contains 66988 members 
Entering Unmasked Estep 
Score: -20298076.000000 Penalty: 5919.020508
	Iteration 14Q: 3 clusters Score -2.029808e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85137 members 
Mstep: Class 2 contains 67148 members 
Entering Unmasked Estep 
Score: -20298154.000000 Penalty: 5919.020508
	Iteration 15Q: 3 clusters Score -2.029815e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84963 members 
Mstep: Class 2 contains 67322 members 
Entering Unmasked Estep 
Score: -20298252.000000 Penalty: 5919.020508
	Iteration 16Q: 3 clusters Score -2.029825e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84751 members 
Mstep: Class 2 contains 67534 members 
Entering Unmasked Estep 
Score: -20298358.000000 Penalty: 5919.020508
	Iteration 17Q: 3 clusters Score -2.029836e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84530 members 
Mstep: Class 2 contains 67755 members 
Entering Unmasked Estep 
Score: -20298452.000000 Penalty: 5919.020508
	Iteration 18Q: 3 clusters Score -2.029845e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84302 members 
Mstep: Class 2 contains 67983 members 
Entering Unmasked Estep 
Score: -20298486.000000 Penalty: 5919.020508
	Iteration 19Q: 3 clusters Score -2.029849e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84033 members 
Mstep: Class 2 contains 68252 members 
Entering Unmasked Estep 
Score: -20298628.000000 Penalty: 5919.020508
	Iteration 20F: 3 clusters Score -2.029863e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83733 members 
Mstep: Class 2 contains 68552 members 
Entering Unmasked Estep 
Score: -20298708.000000 Penalty: 5919.020508
	Iteration 21Q: 3 clusters Score -2.029871e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83392 members 
Mstep: Class 2 contains 68893 members 
Entering Unmasked Estep 
Score: -20298812.000000 Penalty: 5919.020508
	Iteration 22Q: 3 clusters Score -2.029881e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83004 members 
Mstep: Class 2 contains 69281 members 
Entering Unmasked Estep 
Score: -20298866.000000 Penalty: 5919.020508
	Iteration 23Q: 3 clusters Score -2.029887e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82607 members 
Mstep: Class 2 contains 69678 members 
Entering Unmasked Estep 
Score: -20298956.000000 Penalty: 5919.020508
	Iteration 24Q: 3 clusters Score -2.029896e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82138 members 
Mstep: Class 2 contains 70147 members 
Entering Unmasked Estep 
Score: -20299042.000000 Penalty: 5919.020508
	Iteration 25Q: 3 clusters Score -2.029904e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 70704 members 
Entering Unmasked Estep 
Score: -20299098.000000 Penalty: 5919.020508
	Iteration 26Q: 3 clusters Score -2.02991e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80959 members 
Mstep: Class 2 contains 71326 members 
Entering Unmasked Estep 
Score: -20299308.000000 Penalty: 5919.020508
	Iteration 27Q: 3 clusters Score -2.029931e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80293 members 
Mstep: Class 2 contains 71992 members 
Entering Unmasked Estep 
Score: -20299460.000000 Penalty: 5919.020508
	Iteration 28Q: 3 clusters Score -2.029946e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79507 members 
Mstep: Class 2 contains 72778 members 
Entering Unmasked Estep 
Score: -20299550.000000 Penalty: 5919.020508
	Iteration 29Q: 3 clusters Score -2.029955e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78649 members 
Mstep: Class 2 contains 73636 members 
Entering Unmasked Estep 
Score: -20299738.000000 Penalty: 5919.020508
	Iteration 30Q: 3 clusters Score -2.029974e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77666 members 
Mstep: Class 2 contains 74619 members 
Entering Unmasked Estep 
Score: -20299894.000000 Penalty: 5919.020508
	Iteration 31Q: 3 clusters Score -2.029989e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76580 members 
Mstep: Class 2 contains 75705 members 
Entering Unmasked Estep 
Score: -20300090.000000 Penalty: 5919.020508
	Iteration 32Q: 3 clusters Score -2.030009e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75409 members 
Mstep: Class 2 contains 76876 members 
Entering Unmasked Estep 
Score: -20300384.000000 Penalty: 5919.020508
	Iteration 33Q: 3 clusters Score -2.030038e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74059 members 
Mstep: Class 2 contains 78226 members 
Entering Unmasked Estep 
Score: -20300670.000000 Penalty: 5919.020508
	Iteration 34Q: 3 clusters Score -2.030067e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72534 members 
Mstep: Class 2 contains 79751 members 
Entering Unmasked Estep 
Score: -20301008.000000 Penalty: 5919.020508
	Iteration 35Q: 3 clusters Score -2.030101e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70855 members 
Mstep: Class 2 contains 81430 members 
Entering Unmasked Estep 
Score: -20301402.000000 Penalty: 5919.020508
	Iteration 36Q: 3 clusters Score -2.03014e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68905 members 
Mstep: Class 2 contains 83380 members 
Entering Unmasked Estep 
Score: -20302050.000000 Penalty: 5919.020508
	Iteration 37Q: 3 clusters Score -2.030205e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66782 members 
Mstep: Class 2 contains 85503 members 
Entering Unmasked Estep 
Score: -20302596.000000 Penalty: 5919.020508
	Iteration 38Q: 3 clusters Score -2.03026e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64458 members 
Mstep: Class 2 contains 87827 members 
Entering Unmasked Estep 
Score: -20303342.000000 Penalty: 5919.020508
	Iteration 39Q: 3 clusters Score -2.030334e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62069 members 
Mstep: Class 2 contains 90216 members 
Entering Unmasked Estep 
Score: -20304160.000000 Penalty: 5919.020508
	Iteration 40F: 3 clusters Score -2.030416e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 92656 members 
Entering Unmasked Estep 
Score: -20304930.000000 Penalty: 5919.020508
	Iteration 41Q: 3 clusters Score -2.030493e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57175 members 
Mstep: Class 2 contains 95110 members 
Entering Unmasked Estep 
Score: -20305640.000000 Penalty: 5919.020508
	Iteration 42Q: 3 clusters Score -2.030564e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54724 members 
Mstep: Class 2 contains 97561 members 
Entering Unmasked Estep 
Score: -20306312.000000 Penalty: 5919.020508
	Iteration 43Q: 3 clusters Score -2.030631e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 100052 members 
Entering Unmasked Estep 
Score: -20307082.000000 Penalty: 5919.020508
	Iteration 44Q: 3 clusters Score -2.030708e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 102571 members 
Entering Unmasked Estep 
Score: -20307744.000000 Penalty: 5919.020508
	Iteration 45Q: 3 clusters Score -2.030774e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 105133 members 
Entering Unmasked Estep 
Score: -20308416.000000 Penalty: 5919.020508
	Iteration 46Q: 3 clusters Score -2.030842e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 107708 members 
Entering Unmasked Estep 
Score: -20309074.000000 Penalty: 5919.020508
	Iteration 47Q: 3 clusters Score -2.030907e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 110271 members 
Entering Unmasked Estep 
Score: -20309860.000000 Penalty: 5919.020508
	Iteration 48Q: 3 clusters Score -2.030986e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 112800 members 
Entering Unmasked Estep 
Score: -20310570.000000 Penalty: 5919.020508
	Iteration 49Q: 3 clusters Score -2.031057e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 115248 members 
Entering Unmasked Estep 
Score: -20311090.000000 Penalty: 5919.020508
	Iteration 50Q: 3 clusters Score -2.031109e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 117670 members 
Entering Unmasked Estep 
Score: -20311792.000000 Penalty: 5919.020508
	Iteration 51Q: 3 clusters Score -2.031179e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 120085 members 
Entering Unmasked Estep 
Score: -20312466.000000 Penalty: 5919.020508
	Iteration 52Q: 3 clusters Score -2.031247e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 122453 members 
Entering Unmasked Estep 
Score: -20313102.000000 Penalty: 5919.020508
	Iteration 53Q: 3 clusters Score -2.03131e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 124766 members 
Entering Unmasked Estep 
Score: -20313724.000000 Penalty: 5919.020508
	Iteration 54Q: 3 clusters Score -2.031372e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 126937 members 
Entering Unmasked Estep 
Score: -20314414.000000 Penalty: 5919.020508
	Iteration 55Q: 3 clusters Score -2.031441e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 128989 members 
Entering Unmasked Estep 
Score: -20315018.000000 Penalty: 5919.020508
	Iteration 56Q: 3 clusters Score -2.031502e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 130945 members 
Entering Unmasked Estep 
Score: -20315500.000000 Penalty: 5919.020508
	Iteration 57Q: 3 clusters Score -2.03155e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 132771 members 
Entering Unmasked Estep 
Score: -20315960.000000 Penalty: 5919.020508
	Iteration 58Q: 3 clusters Score -2.031596e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 134459 members 
Entering Unmasked Estep 
Score: -20316508.000000 Penalty: 5919.020508
	Iteration 59Q: 3 clusters Score -2.031651e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 135899 members 
Entering Unmasked Estep 
Score: -20316922.000000 Penalty: 5919.020508
	Iteration 60F: 3 clusters Score -2.031692e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 137311 members 
Entering Unmasked Estep 
Score: -20317318.000000 Penalty: 5919.020508
	Iteration 61Q: 3 clusters Score -2.031732e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 138646 members 
Entering Unmasked Estep 
Score: -20317598.000000 Penalty: 5919.020508
	Iteration 62Q: 3 clusters Score -2.03176e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 139869 members 
Entering Unmasked Estep 
Score: -20317872.000000 Penalty: 5919.020508
	Iteration 63Q: 3 clusters Score -2.031787e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 140959 members 
Entering Unmasked Estep 
Score: -20318114.000000 Penalty: 5919.020508
	Iteration 64Q: 3 clusters Score -2.031811e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 141932 members 
Entering Unmasked Estep 
Score: -20318470.000000 Penalty: 5919.020508
	Iteration 65Q: 3 clusters Score -2.031847e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 142808 members 
Entering Unmasked Estep 
Score: -20318702.000000 Penalty: 5919.020508
	Iteration 66Q: 3 clusters Score -2.03187e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 143577 members 
Entering Unmasked Estep 
Score: -20318846.000000 Penalty: 5919.020508
	Iteration 67Q: 3 clusters Score -2.031885e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 144233 members 
Entering Unmasked Estep 
Score: -20318990.000000 Penalty: 5919.020508
	Iteration 68Q: 3 clusters Score -2.031899e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 144846 members 
Entering Unmasked Estep 
Score: -20319154.000000 Penalty: 5919.020508
	Iteration 69Q: 3 clusters Score -2.031915e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 145362 members 
Entering Unmasked Estep 
Score: -20319360.000000 Penalty: 5919.020508
	Iteration 70Q: 3 clusters Score -2.031936e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 145825 members 
Entering Unmasked Estep 
Score: -20319390.000000 Penalty: 5919.020508
	Iteration 71Q: 3 clusters Score -2.031939e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 146238 members 
Entering Unmasked Estep 
Score: -20319470.000000 Penalty: 5919.020508
	Iteration 72Q: 3 clusters Score -2.031947e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 146610 members 
Entering Unmasked Estep 
Score: -20319544.000000 Penalty: 5919.020508
	Iteration 73Q: 3 clusters Score -2.031954e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 146953 members 
Entering Unmasked Estep 
Score: -20319702.000000 Penalty: 5919.020508
	Iteration 74Q: 3 clusters Score -2.03197e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 147202 members 
Entering Unmasked Estep 
Score: -20319806.000000 Penalty: 5919.020508
	Iteration 75Q: 3 clusters Score -2.031981e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 147387 members 
Entering Unmasked Estep 
Score: -20319790.000000 Penalty: 5919.020508
	Iteration 76Q: 3 clusters Score -2.031979e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 147569 members 
Entering Unmasked Estep 
Score: -20319808.000000 Penalty: 5919.020508
	Iteration 77Q: 3 clusters Score -2.031981e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 147730 members 
Entering Unmasked Estep 
Score: -20319862.000000 Penalty: 5919.020508
	Iteration 78Q: 3 clusters Score -2.031986e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 147862 members 
Entering Unmasked Estep 
Score: -20319856.000000 Penalty: 5919.020508
	Iteration 79Q: 3 clusters Score -2.031986e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 147980 members 
Entering Unmasked Estep 
Score: -20319786.000000 Penalty: 5919.020508
	Iteration 80F: 3 clusters Score -2.031979e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 148096 members 
Entering Unmasked Estep 
Score: -20319772.000000 Penalty: 5919.020508
	Iteration 81Q: 3 clusters Score -2.031977e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 148216 members 
Entering Unmasked Estep 
Score: -20319820.000000 Penalty: 5919.020508
	Iteration 82Q: 3 clusters Score -2.031982e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 148312 members 
Entering Unmasked Estep 
Score: -20319818.000000 Penalty: 5919.020508
	Iteration 83Q: 3 clusters Score -2.031982e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 148388 members 
Entering Unmasked Estep 
Score: -20319816.000000 Penalty: 5919.020508
	Iteration 84Q: 3 clusters Score -2.031982e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 148450 members 
Entering Unmasked Estep 
Score: -20319786.000000 Penalty: 5919.020508
	Iteration 85Q: 3 clusters Score -2.031979e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 148503 members 
Entering Unmasked Estep 
Score: -20319774.000000 Penalty: 5919.020508
	Iteration 86Q: 3 clusters Score -2.031977e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 148566 members 
Entering Unmasked Estep 
Score: -20319782.000000 Penalty: 5919.020508
	Iteration 87Q: 3 clusters Score -2.031978e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 148622 members 
Entering Unmasked Estep 
Score: -20319806.000000 Penalty: 5919.020508
	Iteration 88Q: 3 clusters Score -2.031981e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 148668 members 
Entering Unmasked Estep 
Score: -20319814.000000 Penalty: 5919.020508
	Iteration 89Q: 3 clusters Score -2.031981e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 148701 members 
Entering Unmasked Estep 
Score: -20319816.000000 Penalty: 5919.020508
	Iteration 90Q: 3 clusters Score -2.031982e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 148729 members 
Entering Unmasked Estep 
Score: -20319840.000000 Penalty: 5919.020508
	Iteration 91Q: 3 clusters Score -2.031984e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 148755 members 
Entering Unmasked Estep 
Score: -20319814.000000 Penalty: 5919.020508
	Iteration 92Q: 3 clusters Score -2.031981e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 148780 members 
Entering Unmasked Estep 
Score: -20319806.000000 Penalty: 5919.020508
	Iteration 93Q: 3 clusters Score -2.031981e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 148796 members 
Entering Unmasked Estep 
Score: -20319812.000000 Penalty: 5919.020508
	Iteration 94Q: 3 clusters Score -2.031981e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 148810 members 
Entering Unmasked Estep 
Score: -20319810.000000 Penalty: 5919.020508
	Iteration 95Q: 3 clusters Score -2.031981e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 148827 members 
Entering Unmasked Estep 
Score: -20319820.000000 Penalty: 5919.020508
	Iteration 96Q: 3 clusters Score -2.031982e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 148848 members 
Entering Unmasked Estep 
Score: -20319836.000000 Penalty: 5919.020508
	Iteration 97Q: 3 clusters Score -2.031984e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 148868 members 
Entering Unmasked Estep 
Score: -20319828.000000 Penalty: 5919.020508
	Iteration 98Q: 3 clusters Score -2.031983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 148877 members 
Entering Unmasked Estep 
Score: -20319840.000000 Penalty: 5919.020508
	Iteration 99Q: 3 clusters Score -2.031984e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 148888 members 
Entering Unmasked Estep 
Score: -20319824.000000 Penalty: 5919.020508
	Iteration 100F: 3 clusters Score -2.031982e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 148899 members 
Entering Unmasked Estep 
Score: -20319830.000000 Penalty: 5919.020508
	Iteration 101Q: 3 clusters Score -2.031983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 148906 members 
Entering Unmasked Estep 
Score: -20319832.000000 Penalty: 5919.020508
	Iteration 102Q: 3 clusters Score -2.031983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 148907 members 
Entering Unmasked Estep 
Score: -20319834.000000 Penalty: 5919.020508
	Iteration 103Q: 3 clusters Score -2.031983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 148909 members 
Entering Unmasked Estep 
Score: -20319832.000000 Penalty: 5919.020508
	Iteration 104Q: 3 clusters Score -2.031983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 148912 members 
Entering Unmasked Estep 
Score: -20319838.000000 Penalty: 5919.020508
	Iteration 105Q: 3 clusters Score -2.031984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 148917 members 
Entering Unmasked Estep 
Score: -20319824.000000 Penalty: 5919.020508
	Iteration 106Q: 3 clusters Score -2.031982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 148920 members 
Entering Unmasked Estep 
Score: -20319820.000000 Penalty: 5919.020508
	Iteration 107Q: 3 clusters Score -2.031982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 148923 members 
Entering Unmasked Estep 
Score: -20319824.000000 Penalty: 5919.020508
	Iteration 108Q: 3 clusters Score -2.031982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 148927 members 
Entering Unmasked Estep 
Score: -20319830.000000 Penalty: 5919.020508
	Iteration 109Q: 3 clusters Score -2.031983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 148928 members 
Entering Unmasked Estep 
Score: -20319826.000000 Penalty: 5919.020508
	Iteration 110Q: 3 clusters Score -2.031983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 148928 members 
Entering Unmasked Estep 
Score: -20319826.000000 Penalty: 5919.020508
	Iteration 111F: 3 clusters Score -2.031983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Entering Unmasked Estep 
Score: -609742.312500 Penalty: 2092.714844
	Iteration 0F: 2 clusters Score -609742.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -605435.375000 Penalty: 4185.429688
	Iteration 0F: 3 clusters Score -605435.4 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -606633.375000 Penalty: 4185.429688
	Iteration 1F: 3 clusters Score -606633.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -606984.375000 Penalty: 4185.429688
	Iteration 2F: 3 clusters Score -606984.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -607236.625000 Penalty: 4185.429688
	Iteration 3F: 3 clusters Score -607236.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -607426.937500 Penalty: 4185.429688
	Iteration 4F: 3 clusters Score -607426.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -607573.437500 Penalty: 4185.429688
	Iteration 5Q: 3 clusters Score -607573.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -607689.750000 Penalty: 4185.429688
	Iteration 6Q: 3 clusters Score -607689.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -607787.062500 Penalty: 4185.429688
	Iteration 7Q: 3 clusters Score -607787.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -607860.625000 Penalty: 4185.429688
	Iteration 8Q: 3 clusters Score -607860.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -607916.437500 Penalty: 4185.429688
	Iteration 9Q: 3 clusters Score -607916.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -607957.812500 Penalty: 4185.429688
	Iteration 10Q: 3 clusters Score -607957.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -607996.250000 Penalty: 4185.429688
	Iteration 11Q: 3 clusters Score -607996.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -608022.812500 Penalty: 4185.429688
	Iteration 12Q: 3 clusters Score -608022.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -608044.500000 Penalty: 4185.429688
	Iteration 13Q: 3 clusters Score -608044.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -608061.875000 Penalty: 4185.429688
	Iteration 14Q: 3 clusters Score -608061.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -608074.187500 Penalty: 4185.429688
	Iteration 15Q: 3 clusters Score -608074.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -608080.000000 Penalty: 4185.429688
	Iteration 16Q: 3 clusters Score -608080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -608087.500000 Penalty: 4185.429688
	Iteration 17Q: 3 clusters Score -608087.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -608097.000000 Penalty: 4185.429688
	Iteration 18Q: 3 clusters Score -608097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -608103.625000 Penalty: 4185.429688
	Iteration 19Q: 3 clusters Score -608103.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -608110.250000 Penalty: 4185.429688
	Iteration 20F: 3 clusters Score -608110.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -608117.062500 Penalty: 4185.429688
	Iteration 21Q: 3 clusters Score -608117.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -608123.000000 Penalty: 4185.429688
	Iteration 22Q: 3 clusters Score -608123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -608127.812500 Penalty: 4185.429688
	Iteration 23Q: 3 clusters Score -608127.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -608130.250000 Penalty: 4185.429688
	Iteration 24Q: 3 clusters Score -608130.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -608131.937500 Penalty: 4185.429688
	Iteration 25Q: 3 clusters Score -608131.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -608136.000000 Penalty: 4185.429688
	Iteration 26Q: 3 clusters Score -608136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -608138.250000 Penalty: 4185.429688
	Iteration 27Q: 3 clusters Score -608138.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -608142.375000 Penalty: 4185.429688
	Iteration 28Q: 3 clusters Score -608142.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -608147.125000 Penalty: 4185.429688
	Iteration 29Q: 3 clusters Score -608147.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -608150.187500 Penalty: 4185.429688
	Iteration 30Q: 3 clusters Score -608150.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -608156.500000 Penalty: 4185.429688
	Iteration 31Q: 3 clusters Score -608156.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -608162.562500 Penalty: 4185.429688
	Iteration 32Q: 3 clusters Score -608162.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -608169.562500 Penalty: 4185.429688
	Iteration 33Q: 3 clusters Score -608169.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -608177.250000 Penalty: 4185.429688
	Iteration 34Q: 3 clusters Score -608177.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -608184.000000 Penalty: 4185.429688
	Iteration 35Q: 3 clusters Score -608184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -608190.312500 Penalty: 4185.429688
	Iteration 36Q: 3 clusters Score -608190.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -608195.625000 Penalty: 4185.429688
	Iteration 37Q: 3 clusters Score -608195.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -608197.375000 Penalty: 4185.429688
	Iteration 38Q: 3 clusters Score -608197.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -608199.625000 Penalty: 4185.429688
	Iteration 39Q: 3 clusters Score -608199.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -608203.625000 Penalty: 4185.429688
	Iteration 40F: 3 clusters Score -608203.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -608206.875000 Penalty: 4185.429688
	Iteration 41Q: 3 clusters Score -608206.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -608210.187500 Penalty: 4185.429688
	Iteration 42Q: 3 clusters Score -608210.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -608213.750000 Penalty: 4185.429688
	Iteration 43Q: 3 clusters Score -608213.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -608217.750000 Penalty: 4185.429688
	Iteration 44Q: 3 clusters Score -608217.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -608220.500000 Penalty: 4185.429688
	Iteration 45Q: 3 clusters Score -608220.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -608226.875000 Penalty: 4185.429688
	Iteration 46Q: 3 clusters Score -608226.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -608234.812500 Penalty: 4185.429688
	Iteration 47Q: 3 clusters Score -608234.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -608240.812500 Penalty: 4185.429688
	Iteration 48Q: 3 clusters Score -608240.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -608248.750000 Penalty: 4185.429688
	Iteration 49Q: 3 clusters Score -608248.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -608254.750000 Penalty: 4185.429688
	Iteration 50Q: 3 clusters Score -608254.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -608261.875000 Penalty: 4185.429688
	Iteration 51Q: 3 clusters Score -608261.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -608268.250000 Penalty: 4185.429688
	Iteration 52Q: 3 clusters Score -608268.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -608275.625000 Penalty: 4185.429688
	Iteration 53Q: 3 clusters Score -608275.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -608279.312500 Penalty: 4185.429688
	Iteration 54Q: 3 clusters Score -608279.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -608282.000000 Penalty: 4185.429688
	Iteration 55Q: 3 clusters Score -608282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -608285.500000 Penalty: 4185.429688
	Iteration 56Q: 3 clusters Score -608285.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -608288.687500 Penalty: 4185.429688
	Iteration 57Q: 3 clusters Score -608288.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -608288.562500 Penalty: 4185.429688
	Iteration 58Q: 3 clusters Score -608288.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -608292.937500 Penalty: 4185.429688
	Iteration 59Q: 3 clusters Score -608292.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -608298.187500 Penalty: 4185.429688
	Iteration 60F: 3 clusters Score -608298.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -608300.125000 Penalty: 4185.429688
	Iteration 61Q: 3 clusters Score -608300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -608301.562500 Penalty: 4185.429688
	Iteration 62Q: 3 clusters Score -608301.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -608304.125000 Penalty: 4185.429688
	Iteration 63Q: 3 clusters Score -608304.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -608305.812500 Penalty: 4185.429688
	Iteration 64Q: 3 clusters Score -608305.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -608305.812500 Penalty: 4185.429688
	Iteration 65F: 3 clusters Score -608305.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Entering Unmasked Estep 
Score: -693667.500000 Penalty: 2124.646973
	Iteration 0F: 2 clusters Score -693667.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -689036.375000 Penalty: 4249.293945
	Iteration 0F: 3 clusters Score -689036.4 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -690200.437500 Penalty: 4249.293945
	Iteration 1F: 3 clusters Score -690200.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -690483.875000 Penalty: 4249.293945
	Iteration 2F: 3 clusters Score -690483.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -690722.250000 Penalty: 4249.293945
	Iteration 3F: 3 clusters Score -690722.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -690898.875000 Penalty: 4249.293945
	Iteration 4F: 3 clusters Score -690898.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -691032.562500 Penalty: 4249.293945
	Iteration 5Q: 3 clusters Score -691032.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -691160.062500 Penalty: 4249.293945
	Iteration 6Q: 3 clusters Score -691160.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -691263.187500 Penalty: 4249.293945
	Iteration 7Q: 3 clusters Score -691263.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -691367.500000 Penalty: 4249.293945
	Iteration 8Q: 3 clusters Score -691367.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -691453.000000 Penalty: 4249.293945
	Iteration 9Q: 3 clusters Score -691453 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -691521.062500 Penalty: 4249.293945
	Iteration 10Q: 3 clusters Score -691521.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -691583.562500 Penalty: 4249.293945
	Iteration 11Q: 3 clusters Score -691583.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -691648.937500 Penalty: 4249.293945
	Iteration 12Q: 3 clusters Score -691648.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -691704.937500 Penalty: 4249.293945
	Iteration 13Q: 3 clusters Score -691704.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -691761.187500 Penalty: 4249.293945
	Iteration 14Q: 3 clusters Score -691761.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -691828.625000 Penalty: 4249.293945
	Iteration 15Q: 3 clusters Score -691828.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -691888.750000 Penalty: 4249.293945
	Iteration 16Q: 3 clusters Score -691888.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -691941.187500 Penalty: 4249.293945
	Iteration 17Q: 3 clusters Score -691941.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -691981.562500 Penalty: 4249.293945
	Iteration 18Q: 3 clusters Score -691981.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -692008.000000 Penalty: 4249.293945
	Iteration 19Q: 3 clusters Score -692008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -692030.750000 Penalty: 4249.293945
	Iteration 20F: 3 clusters Score -692030.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -692054.000000 Penalty: 4249.293945
	Iteration 21Q: 3 clusters Score -692054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -692072.812500 Penalty: 4249.293945
	Iteration 22Q: 3 clusters Score -692072.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -692081.187500 Penalty: 4249.293945
	Iteration 23Q: 3 clusters Score -692081.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -692089.312500 Penalty: 4249.293945
	Iteration 24Q: 3 clusters Score -692089.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -692094.750000 Penalty: 4249.293945
	Iteration 25Q: 3 clusters Score -692094.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -692100.875000 Penalty: 4249.293945
	Iteration 26Q: 3 clusters Score -692100.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -692103.687500 Penalty: 4249.293945
	Iteration 27Q: 3 clusters Score -692103.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -692109.500000 Penalty: 4249.293945
	Iteration 28Q: 3 clusters Score -692109.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -692113.937500 Penalty: 4249.293945
	Iteration 29Q: 3 clusters Score -692113.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -692117.312500 Penalty: 4249.293945
	Iteration 30Q: 3 clusters Score -692117.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -692122.000000 Penalty: 4249.293945
	Iteration 31Q: 3 clusters Score -692122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -692125.750000 Penalty: 4249.293945
	Iteration 32Q: 3 clusters Score -692125.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -692132.812500 Penalty: 4249.293945
	Iteration 33Q: 3 clusters Score -692132.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -692141.750000 Penalty: 4249.293945
	Iteration 34Q: 3 clusters Score -692141.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -692150.937500 Penalty: 4249.293945
	Iteration 35Q: 3 clusters Score -692150.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -692155.687500 Penalty: 4249.293945
	Iteration 36Q: 3 clusters Score -692155.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -692156.437500 Penalty: 4249.293945
	Iteration 37Q: 3 clusters Score -692156.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -692157.562500 Penalty: 4249.293945
	Iteration 38Q: 3 clusters Score -692157.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -692159.750000 Penalty: 4249.293945
	Iteration 39Q: 3 clusters Score -692159.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -692159.875000 Penalty: 4249.293945
	Iteration 40F: 3 clusters Score -692159.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -692164.312500 Penalty: 4249.293945
	Iteration 41Q: 3 clusters Score -692164.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -692165.937500 Penalty: 4249.293945
	Iteration 42Q: 3 clusters Score -692165.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -692169.562500 Penalty: 4249.293945
	Iteration 43Q: 3 clusters Score -692169.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -692171.562500 Penalty: 4249.293945
	Iteration 44Q: 3 clusters Score -692171.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -692173.750000 Penalty: 4249.293945
	Iteration 45Q: 3 clusters Score -692173.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -692174.312500 Penalty: 4249.293945
	Iteration 46Q: 3 clusters Score -692174.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -692176.062500 Penalty: 4249.293945
	Iteration 47Q: 3 clusters Score -692176.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -692176.500000 Penalty: 4249.293945
	Iteration 48Q: 3 clusters Score -692176.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -692176.875000 Penalty: 4249.293945
	Iteration 49Q: 3 clusters Score -692176.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -692177.812500 Penalty: 4249.293945
	Iteration 50Q: 3 clusters Score -692177.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -692178.312500 Penalty: 4249.293945
	Iteration 51Q: 3 clusters Score -692178.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -692178.250000 Penalty: 4249.293945
	Iteration 52Q: 3 clusters Score -692178.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -692177.937500 Penalty: 4249.293945
	Iteration 53Q: 3 clusters Score -692177.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -692182.312500 Penalty: 4249.293945
	Iteration 54Q: 3 clusters Score -692182.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -692184.500000 Penalty: 4249.293945
	Iteration 55Q: 3 clusters Score -692184.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -692188.125000 Penalty: 4249.293945
	Iteration 56Q: 3 clusters Score -692188.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -692188.500000 Penalty: 4249.293945
	Iteration 57Q: 3 clusters Score -692188.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -692190.687500 Penalty: 4249.293945
	Iteration 58Q: 3 clusters Score -692190.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -692192.125000 Penalty: 4249.293945
	Iteration 59Q: 3 clusters Score -692192.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -692194.000000 Penalty: 4249.293945
	Iteration 60F: 3 clusters Score -692194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -692195.937500 Penalty: 4249.293945
	Iteration 61Q: 3 clusters Score -692195.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -692196.562500 Penalty: 4249.293945
	Iteration 62Q: 3 clusters Score -692196.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -692198.562500 Penalty: 4249.293945
	Iteration 63Q: 3 clusters Score -692198.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -692200.812500 Penalty: 4249.293945
	Iteration 64Q: 3 clusters Score -692200.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -692204.437500 Penalty: 4249.293945
	Iteration 65Q: 3 clusters Score -692204.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -692205.812500 Penalty: 4249.293945
	Iteration 66Q: 3 clusters Score -692205.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -692208.187500 Penalty: 4249.293945
	Iteration 67Q: 3 clusters Score -692208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -692209.375000 Penalty: 4249.293945
	Iteration 68Q: 3 clusters Score -692209.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -692211.625000 Penalty: 4249.293945
	Iteration 69Q: 3 clusters Score -692211.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -692211.625000 Penalty: 4249.293945
	Iteration 70Q: 3 clusters Score -692211.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -692215.187500 Penalty: 4249.293945
	Iteration 71Q: 3 clusters Score -692215.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -692218.562500 Penalty: 4249.293945
	Iteration 72Q: 3 clusters Score -692218.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -692219.312500 Penalty: 4249.293945
	Iteration 73Q: 3 clusters Score -692219.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -692219.562500 Penalty: 4249.293945
	Iteration 74Q: 3 clusters Score -692219.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -692222.250000 Penalty: 4249.293945
	Iteration 75Q: 3 clusters Score -692222.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -692224.625000 Penalty: 4249.293945
	Iteration 76Q: 3 clusters Score -692224.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -692224.500000 Penalty: 4249.293945
	Iteration 77Q: 3 clusters Score -692224.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -692225.937500 Penalty: 4249.293945
	Iteration 78Q: 3 clusters Score -692225.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -692225.937500 Penalty: 4249.293945
	Iteration 79F: 3 clusters Score -692225.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Entering Unmasked Estep 
Score: -370973.625000 Penalty: 1969.970093
	Iteration 0F: 2 clusters Score -370973.6 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 1413 members 
Entering Unmasked Estep 
Score: -367813.968750 Penalty: 3939.940186
	Iteration 0F: 3 clusters Score -367814 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -368431.000000 Penalty: 3939.940186
	Iteration 1F: 3 clusters Score -368431 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -368687.781250 Penalty: 3939.940186
	Iteration 2F: 3 clusters Score -368687.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -369024.593750 Penalty: 3939.940186
	Iteration 3F: 3 clusters Score -369024.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -369366.000000 Penalty: 3939.940186
	Iteration 4F: 3 clusters Score -369366 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -369702.093750 Penalty: 3939.940186
	Iteration 5F: 3 clusters Score -369702.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -369958.343750 Penalty: 3939.940186
	Iteration 6F: 3 clusters Score -369958.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -370152.875000 Penalty: 3939.940186
	Iteration 7F: 3 clusters Score -370152.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -370279.187500 Penalty: 3939.940186
	Iteration 8Q: 3 clusters Score -370279.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -370367.343750 Penalty: 3939.940186
	Iteration 9Q: 3 clusters Score -370367.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -370412.906250 Penalty: 3939.940186
	Iteration 10Q: 3 clusters Score -370412.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -370434.937500 Penalty: 3939.940186
	Iteration 11Q: 3 clusters Score -370434.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -370443.187500 Penalty: 3939.940186
	Iteration 12Q: 3 clusters Score -370443.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -370449.781250 Penalty: 3939.940186
	Iteration 13Q: 3 clusters Score -370449.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -370455.562500 Penalty: 3939.940186
	Iteration 14Q: 3 clusters Score -370455.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -370460.812500 Penalty: 3939.940186
	Iteration 15Q: 3 clusters Score -370460.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -370465.656250 Penalty: 3939.940186
	Iteration 16Q: 3 clusters Score -370465.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -370470.093750 Penalty: 3939.940186
	Iteration 17Q: 3 clusters Score -370470.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -370470.781250 Penalty: 3939.940186
	Iteration 18Q: 3 clusters Score -370470.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -370470.781250 Penalty: 3939.940186
	Iteration 19F: 3 clusters Score -370470.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -76112.257812 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -76112.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74566.101562 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -74566.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -75029.843750 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -75029.84 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -75501.296875 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -75501.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -75659.781250 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -75659.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -75763.140625 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -75763.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -75796.554688 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -75796.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -75808.125000 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -75808.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -75818.632812 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -75818.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -75825.148438 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -75825.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -75833.109375 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -75833.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -75844.867188 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -75844.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -75850.046875 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -75850.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -75858.398438 Penalty: 3197.863525
	Iteration 12Q: 3 clusters Score -75858.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -75862.250000 Penalty: 3197.863525
	Iteration 13Q: 3 clusters Score -75862.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -75866.031250 Penalty: 3197.863525
	Iteration 14Q: 3 clusters Score -75866.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -75873.515625 Penalty: 3197.863525
	Iteration 15Q: 3 clusters Score -75873.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -75887.281250 Penalty: 3197.863525
	Iteration 16Q: 3 clusters Score -75887.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -75913.210938 Penalty: 3197.863525
	Iteration 17Q: 3 clusters Score -75913.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -75981.890625 Penalty: 3197.863525
	Iteration 18Q: 3 clusters Score -75981.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -76062.890625 Penalty: 3197.863525
	Iteration 19Q: 3 clusters Score -76062.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -76088.476562 Penalty: 3197.863525
	Iteration 20F: 3 clusters Score -76088.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76093.921875 Penalty: 3197.863525
	Iteration 21Q: 3 clusters Score -76093.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -76101.656250 Penalty: 3197.863525
	Iteration 22Q: 3 clusters Score -76101.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -76102.843750 Penalty: 3197.863525
	Iteration 23Q: 3 clusters Score -76102.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76106.734375 Penalty: 3197.863525
	Iteration 24Q: 3 clusters Score -76106.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -76106.734375 Penalty: 3197.863525
	Iteration 25F: 3 clusters Score -76106.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (175466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175466 members 
Entering Unmasked Estep 
Score: -23498786.000000 Penalty: 2994.649902
	Iteration 0F: 2 clusters Score -2.349879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87776 members 
Mstep: Class 2 contains 87690 members 
Entering Unmasked Estep 
Score: -23384824.000000 Penalty: 5989.299805
	Iteration 0F: 3 clusters Score -2.338482e+07 nChanged 84258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88526 members 
Mstep: Class 2 contains 86940 members 
Entering Unmasked Estep 
Score: -23433430.000000 Penalty: 5989.299805
	Iteration 1F: 3 clusters Score -2.343343e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88957 members 
Mstep: Class 2 contains 86509 members 
Entering Unmasked Estep 
Score: -23434136.000000 Penalty: 5989.299805
	Iteration 2Q: 3 clusters Score -2.343414e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89831 members 
Mstep: Class 2 contains 85635 members 
Entering Unmasked Estep 
Score: -23435144.000000 Penalty: 5989.299805
	Iteration 3Q: 3 clusters Score -2.343514e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91116 members 
Mstep: Class 2 contains 84350 members 
Entering Unmasked Estep 
Score: -23436436.000000 Penalty: 5989.299805
	Iteration 4Q: 3 clusters Score -2.343644e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92989 members 
Mstep: Class 2 contains 82477 members 
Entering Unmasked Estep 
Score: -23438178.000000 Penalty: 5989.299805
	Iteration 5Q: 3 clusters Score -2.343818e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95697 members 
Mstep: Class 2 contains 79769 members 
Entering Unmasked Estep 
Score: -23440728.000000 Penalty: 5989.299805
	Iteration 6Q: 3 clusters Score -2.344073e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99314 members 
Mstep: Class 2 contains 76152 members 
Entering Unmasked Estep 
Score: -23445224.000000 Penalty: 5989.299805
	Iteration 7Q: 3 clusters Score -2.344522e+07 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103356 members 
Mstep: Class 2 contains 72110 members 
Entering Unmasked Estep 
Score: -23451592.000000 Penalty: 5989.299805
	Iteration 8F: 3 clusters Score -2.345159e+07 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107237 members 
Mstep: Class 2 contains 68229 members 
Entering Unmasked Estep 
Score: -23460790.000000 Penalty: 5989.299805
	Iteration 9F: 3 clusters Score -2.346079e+07 nChanged 11745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109702 members 
Mstep: Class 2 contains 65764 members 
Entering Unmasked Estep 
Score: -23470512.000000 Penalty: 5989.299805
	Iteration 10F: 3 clusters Score -2.347051e+07 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110662 members 
Mstep: Class 2 contains 64804 members 
Entering Unmasked Estep 
Score: -23477048.000000 Penalty: 5989.299805
	Iteration 11F: 3 clusters Score -2.347705e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110913 members 
Mstep: Class 2 contains 64553 members 
Entering Unmasked Estep 
Score: -23480246.000000 Penalty: 5989.299805
	Iteration 12Q: 3 clusters Score -2.348025e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111029 members 
Mstep: Class 2 contains 64437 members 
Entering Unmasked Estep 
Score: -23481498.000000 Penalty: 5989.299805
	Iteration 13Q: 3 clusters Score -2.34815e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111019 members 
Mstep: Class 2 contains 64447 members 
Entering Unmasked Estep 
Score: -23482080.000000 Penalty: 5989.299805
	Iteration 14Q: 3 clusters Score -2.348208e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110889 members 
Mstep: Class 2 contains 64577 members 
Entering Unmasked Estep 
Score: -23482560.000000 Penalty: 5989.299805
	Iteration 15Q: 3 clusters Score -2.348256e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110744 members 
Mstep: Class 2 contains 64722 members 
Entering Unmasked Estep 
Score: -23482932.000000 Penalty: 5989.299805
	Iteration 16Q: 3 clusters Score -2.348293e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110610 members 
Mstep: Class 2 contains 64856 members 
Entering Unmasked Estep 
Score: -23483216.000000 Penalty: 5989.299805
	Iteration 17Q: 3 clusters Score -2.348322e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110370 members 
Mstep: Class 2 contains 65096 members 
Entering Unmasked Estep 
Score: -23483520.000000 Penalty: 5989.299805
	Iteration 18Q: 3 clusters Score -2.348352e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110093 members 
Mstep: Class 2 contains 65373 members 
Entering Unmasked Estep 
Score: -23483936.000000 Penalty: 5989.299805
	Iteration 19Q: 3 clusters Score -2.348394e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109735 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -23484248.000000 Penalty: 5989.299805
	Iteration 20F: 3 clusters Score -2.348425e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109320 members 
Mstep: Class 2 contains 66146 members 
Entering Unmasked Estep 
Score: -23484536.000000 Penalty: 5989.299805
	Iteration 21Q: 3 clusters Score -2.348454e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108876 members 
Mstep: Class 2 contains 66590 members 
Entering Unmasked Estep 
Score: -23484798.000000 Penalty: 5989.299805
	Iteration 22Q: 3 clusters Score -2.34848e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108325 members 
Mstep: Class 2 contains 67141 members 
Entering Unmasked Estep 
Score: -23484986.000000 Penalty: 5989.299805
	Iteration 23Q: 3 clusters Score -2.348499e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107673 members 
Mstep: Class 2 contains 67793 members 
Entering Unmasked Estep 
Score: -23485220.000000 Penalty: 5989.299805
	Iteration 24Q: 3 clusters Score -2.348522e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106890 members 
Mstep: Class 2 contains 68576 members 
Entering Unmasked Estep 
Score: -23485426.000000 Penalty: 5989.299805
	Iteration 25Q: 3 clusters Score -2.348543e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105991 members 
Mstep: Class 2 contains 69475 members 
Entering Unmasked Estep 
Score: -23485808.000000 Penalty: 5989.299805
	Iteration 26Q: 3 clusters Score -2.348581e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105026 members 
Mstep: Class 2 contains 70440 members 
Entering Unmasked Estep 
Score: -23486232.000000 Penalty: 5989.299805
	Iteration 27Q: 3 clusters Score -2.348623e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103898 members 
Mstep: Class 2 contains 71568 members 
Entering Unmasked Estep 
Score: -23486648.000000 Penalty: 5989.299805
	Iteration 28Q: 3 clusters Score -2.348665e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102667 members 
Mstep: Class 2 contains 72799 members 
Entering Unmasked Estep 
Score: -23487070.000000 Penalty: 5989.299805
	Iteration 29Q: 3 clusters Score -2.348707e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101384 members 
Mstep: Class 2 contains 74082 members 
Entering Unmasked Estep 
Score: -23487636.000000 Penalty: 5989.299805
	Iteration 30Q: 3 clusters Score -2.348764e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100123 members 
Mstep: Class 2 contains 75343 members 
Entering Unmasked Estep 
Score: -23487922.000000 Penalty: 5989.299805
	Iteration 31Q: 3 clusters Score -2.348792e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98771 members 
Mstep: Class 2 contains 76695 members 
Entering Unmasked Estep 
Score: -23488270.000000 Penalty: 5989.299805
	Iteration 32Q: 3 clusters Score -2.348827e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97445 members 
Mstep: Class 2 contains 78021 members 
Entering Unmasked Estep 
Score: -23488486.000000 Penalty: 5989.299805
	Iteration 33Q: 3 clusters Score -2.348849e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96133 members 
Mstep: Class 2 contains 79333 members 
Entering Unmasked Estep 
Score: -23488818.000000 Penalty: 5989.299805
	Iteration 34Q: 3 clusters Score -2.348882e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94877 members 
Mstep: Class 2 contains 80589 members 
Entering Unmasked Estep 
Score: -23489096.000000 Penalty: 5989.299805
	Iteration 35Q: 3 clusters Score -2.34891e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93717 members 
Mstep: Class 2 contains 81749 members 
Entering Unmasked Estep 
Score: -23489210.000000 Penalty: 5989.299805
	Iteration 36Q: 3 clusters Score -2.348921e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 82811 members 
Entering Unmasked Estep 
Score: -23489414.000000 Penalty: 5989.299805
	Iteration 37Q: 3 clusters Score -2.348941e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91636 members 
Mstep: Class 2 contains 83830 members 
Entering Unmasked Estep 
Score: -23489456.000000 Penalty: 5989.299805
	Iteration 38Q: 3 clusters Score -2.348946e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90649 members 
Mstep: Class 2 contains 84817 members 
Entering Unmasked Estep 
Score: -23489552.000000 Penalty: 5989.299805
	Iteration 39Q: 3 clusters Score -2.348955e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89645 members 
Mstep: Class 2 contains 85821 members 
Entering Unmasked Estep 
Score: -23489700.000000 Penalty: 5989.299805
	Iteration 40F: 3 clusters Score -2.34897e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88591 members 
Mstep: Class 2 contains 86875 members 
Entering Unmasked Estep 
Score: -23489806.000000 Penalty: 5989.299805
	Iteration 41Q: 3 clusters Score -2.348981e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87523 members 
Mstep: Class 2 contains 87943 members 
Entering Unmasked Estep 
Score: -23489956.000000 Penalty: 5989.299805
	Iteration 42Q: 3 clusters Score -2.348996e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86347 members 
Mstep: Class 2 contains 89119 members 
Entering Unmasked Estep 
Score: -23490068.000000 Penalty: 5989.299805
	Iteration 43Q: 3 clusters Score -2.349007e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85180 members 
Mstep: Class 2 contains 90286 members 
Entering Unmasked Estep 
Score: -23490186.000000 Penalty: 5989.299805
	Iteration 44Q: 3 clusters Score -2.349019e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84054 members 
Mstep: Class 2 contains 91412 members 
Entering Unmasked Estep 
Score: -23490354.000000 Penalty: 5989.299805
	Iteration 45Q: 3 clusters Score -2.349035e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82914 members 
Mstep: Class 2 contains 92552 members 
Entering Unmasked Estep 
Score: -23490588.000000 Penalty: 5989.299805
	Iteration 46Q: 3 clusters Score -2.349059e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81697 members 
Mstep: Class 2 contains 93769 members 
Entering Unmasked Estep 
Score: -23490724.000000 Penalty: 5989.299805
	Iteration 47Q: 3 clusters Score -2.349072e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80507 members 
Mstep: Class 2 contains 94959 members 
Entering Unmasked Estep 
Score: -23490838.000000 Penalty: 5989.299805
	Iteration 48Q: 3 clusters Score -2.349084e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79334 members 
Mstep: Class 2 contains 96132 members 
Entering Unmasked Estep 
Score: -23491054.000000 Penalty: 5989.299805
	Iteration 49Q: 3 clusters Score -2.349105e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78144 members 
Mstep: Class 2 contains 97322 members 
Entering Unmasked Estep 
Score: -23491272.000000 Penalty: 5989.299805
	Iteration 50Q: 3 clusters Score -2.349127e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76960 members 
Mstep: Class 2 contains 98506 members 
Entering Unmasked Estep 
Score: -23491388.000000 Penalty: 5989.299805
	Iteration 51Q: 3 clusters Score -2.349139e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75841 members 
Mstep: Class 2 contains 99625 members 
Entering Unmasked Estep 
Score: -23491508.000000 Penalty: 5989.299805
	Iteration 52Q: 3 clusters Score -2.349151e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74805 members 
Mstep: Class 2 contains 100661 members 
Entering Unmasked Estep 
Score: -23491618.000000 Penalty: 5989.299805
	Iteration 53Q: 3 clusters Score -2.349162e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73718 members 
Mstep: Class 2 contains 101748 members 
Entering Unmasked Estep 
Score: -23491798.000000 Penalty: 5989.299805
	Iteration 54Q: 3 clusters Score -2.34918e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72612 members 
Mstep: Class 2 contains 102854 members 
Entering Unmasked Estep 
Score: -23491956.000000 Penalty: 5989.299805
	Iteration 55Q: 3 clusters Score -2.349196e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71500 members 
Mstep: Class 2 contains 103966 members 
Entering Unmasked Estep 
Score: -23492094.000000 Penalty: 5989.299805
	Iteration 56Q: 3 clusters Score -2.349209e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70390 members 
Mstep: Class 2 contains 105076 members 
Entering Unmasked Estep 
Score: -23492188.000000 Penalty: 5989.299805
	Iteration 57Q: 3 clusters Score -2.349219e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69307 members 
Mstep: Class 2 contains 106159 members 
Entering Unmasked Estep 
Score: -23492302.000000 Penalty: 5989.299805
	Iteration 58Q: 3 clusters Score -2.34923e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 107221 members 
Entering Unmasked Estep 
Score: -23492376.000000 Penalty: 5989.299805
	Iteration 59Q: 3 clusters Score -2.349238e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67212 members 
Mstep: Class 2 contains 108254 members 
Entering Unmasked Estep 
Score: -23492568.000000 Penalty: 5989.299805
	Iteration 60F: 3 clusters Score -2.349257e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66176 members 
Mstep: Class 2 contains 109290 members 
Entering Unmasked Estep 
Score: -23492704.000000 Penalty: 5989.299805
	Iteration 61Q: 3 clusters Score -2.34927e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65110 members 
Mstep: Class 2 contains 110356 members 
Entering Unmasked Estep 
Score: -23492824.000000 Penalty: 5989.299805
	Iteration 62Q: 3 clusters Score -2.349282e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64006 members 
Mstep: Class 2 contains 111460 members 
Entering Unmasked Estep 
Score: -23492954.000000 Penalty: 5989.299805
	Iteration 63Q: 3 clusters Score -2.349295e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62896 members 
Mstep: Class 2 contains 112570 members 
Entering Unmasked Estep 
Score: -23493098.000000 Penalty: 5989.299805
	Iteration 64Q: 3 clusters Score -2.34931e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61795 members 
Mstep: Class 2 contains 113671 members 
Entering Unmasked Estep 
Score: -23493296.000000 Penalty: 5989.299805
	Iteration 65Q: 3 clusters Score -2.34933e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60739 members 
Mstep: Class 2 contains 114727 members 
Entering Unmasked Estep 
Score: -23493476.000000 Penalty: 5989.299805
	Iteration 66Q: 3 clusters Score -2.349348e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59722 members 
Mstep: Class 2 contains 115744 members 
Entering Unmasked Estep 
Score: -23493634.000000 Penalty: 5989.299805
	Iteration 67Q: 3 clusters Score -2.349363e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 116722 members 
Entering Unmasked Estep 
Score: -23493772.000000 Penalty: 5989.299805
	Iteration 68Q: 3 clusters Score -2.349377e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 117794 members 
Entering Unmasked Estep 
Score: -23493948.000000 Penalty: 5989.299805
	Iteration 69Q: 3 clusters Score -2.349395e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56601 members 
Mstep: Class 2 contains 118865 members 
Entering Unmasked Estep 
Score: -23494096.000000 Penalty: 5989.299805
	Iteration 70Q: 3 clusters Score -2.34941e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55541 members 
Mstep: Class 2 contains 119925 members 
Entering Unmasked Estep 
Score: -23494132.000000 Penalty: 5989.299805
	Iteration 71Q: 3 clusters Score -2.349413e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 120971 members 
Entering Unmasked Estep 
Score: -23494198.000000 Penalty: 5989.299805
	Iteration 72Q: 3 clusters Score -2.34942e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53375 members 
Mstep: Class 2 contains 122091 members 
Entering Unmasked Estep 
Score: -23494402.000000 Penalty: 5989.299805
	Iteration 73Q: 3 clusters Score -2.34944e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 123271 members 
Entering Unmasked Estep 
Score: -23494518.000000 Penalty: 5989.299805
	Iteration 74Q: 3 clusters Score -2.349452e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 124391 members 
Entering Unmasked Estep 
Score: -23494636.000000 Penalty: 5989.299805
	Iteration 75Q: 3 clusters Score -2.349464e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 125537 members 
Entering Unmasked Estep 
Score: -23494730.000000 Penalty: 5989.299805
	Iteration 76Q: 3 clusters Score -2.349473e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48860 members 
Mstep: Class 2 contains 126606 members 
Entering Unmasked Estep 
Score: -23494914.000000 Penalty: 5989.299805
	Iteration 77Q: 3 clusters Score -2.349491e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 127603 members 
Entering Unmasked Estep 
Score: -23495060.000000 Penalty: 5989.299805
	Iteration 78Q: 3 clusters Score -2.349506e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 128606 members 
Entering Unmasked Estep 
Score: -23495218.000000 Penalty: 5989.299805
	Iteration 79Q: 3 clusters Score -2.349522e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 129589 members 
Entering Unmasked Estep 
Score: -23495288.000000 Penalty: 5989.299805
	Iteration 80F: 3 clusters Score -2.349529e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 130583 members 
Entering Unmasked Estep 
Score: -23495516.000000 Penalty: 5989.299805
	Iteration 81Q: 3 clusters Score -2.349552e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 131547 members 
Entering Unmasked Estep 
Score: -23495656.000000 Penalty: 5989.299805
	Iteration 82Q: 3 clusters Score -2.349566e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 132458 members 
Entering Unmasked Estep 
Score: -23495684.000000 Penalty: 5989.299805
	Iteration 83Q: 3 clusters Score -2.349568e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 133323 members 
Entering Unmasked Estep 
Score: -23495834.000000 Penalty: 5989.299805
	Iteration 84Q: 3 clusters Score -2.349583e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 134152 members 
Entering Unmasked Estep 
Score: -23495938.000000 Penalty: 5989.299805
	Iteration 85Q: 3 clusters Score -2.349594e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 134906 members 
Entering Unmasked Estep 
Score: -23496066.000000 Penalty: 5989.299805
	Iteration 86Q: 3 clusters Score -2.349607e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 135646 members 
Entering Unmasked Estep 
Score: -23496118.000000 Penalty: 5989.299805
	Iteration 87Q: 3 clusters Score -2.349612e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 136330 members 
Entering Unmasked Estep 
Score: -23496296.000000 Penalty: 5989.299805
	Iteration 88Q: 3 clusters Score -2.34963e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 136996 members 
Entering Unmasked Estep 
Score: -23496314.000000 Penalty: 5989.299805
	Iteration 89Q: 3 clusters Score -2.349631e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 137654 members 
Entering Unmasked Estep 
Score: -23496322.000000 Penalty: 5989.299805
	Iteration 90Q: 3 clusters Score -2.349632e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 138330 members 
Entering Unmasked Estep 
Score: -23496494.000000 Penalty: 5989.299805
	Iteration 91Q: 3 clusters Score -2.349649e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 139000 members 
Entering Unmasked Estep 
Score: -23496600.000000 Penalty: 5989.299805
	Iteration 92Q: 3 clusters Score -2.34966e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 139627 members 
Entering Unmasked Estep 
Score: -23496730.000000 Penalty: 5989.299805
	Iteration 93Q: 3 clusters Score -2.349673e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 140231 members 
Entering Unmasked Estep 
Score: -23496796.000000 Penalty: 5989.299805
	Iteration 94Q: 3 clusters Score -2.34968e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 140777 members 
Entering Unmasked Estep 
Score: -23496806.000000 Penalty: 5989.299805
	Iteration 95Q: 3 clusters Score -2.349681e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 141318 members 
Entering Unmasked Estep 
Score: -23496822.000000 Penalty: 5989.299805
	Iteration 96Q: 3 clusters Score -2.349682e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 141912 members 
Entering Unmasked Estep 
Score: -23496952.000000 Penalty: 5989.299805
	Iteration 97Q: 3 clusters Score -2.349695e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 142462 members 
Entering Unmasked Estep 
Score: -23496990.000000 Penalty: 5989.299805
	Iteration 98Q: 3 clusters Score -2.349699e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 143038 members 
Entering Unmasked Estep 
Score: -23497038.000000 Penalty: 5989.299805
	Iteration 99Q: 3 clusters Score -2.349704e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 143645 members 
Entering Unmasked Estep 
Score: -23497154.000000 Penalty: 5989.299805
	Iteration 100F: 3 clusters Score -2.349715e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 144268 members 
Entering Unmasked Estep 
Score: -23497336.000000 Penalty: 5989.299805
	Iteration 101Q: 3 clusters Score -2.349734e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 144900 members 
Entering Unmasked Estep 
Score: -23497400.000000 Penalty: 5989.299805
	Iteration 102Q: 3 clusters Score -2.34974e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 145507 members 
Entering Unmasked Estep 
Score: -23497500.000000 Penalty: 5989.299805
	Iteration 103Q: 3 clusters Score -2.34975e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 146099 members 
Entering Unmasked Estep 
Score: -23497500.000000 Penalty: 5989.299805
	Iteration 104Q: 3 clusters Score -2.34975e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 146693 members 
Entering Unmasked Estep 
Score: -23497526.000000 Penalty: 5989.299805
	Iteration 105Q: 3 clusters Score -2.349753e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 147280 members 
Entering Unmasked Estep 
Score: -23497656.000000 Penalty: 5989.299805
	Iteration 106Q: 3 clusters Score -2.349766e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 147853 members 
Entering Unmasked Estep 
Score: -23497642.000000 Penalty: 5989.299805
	Iteration 107Q: 3 clusters Score -2.349764e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 148403 members 
Entering Unmasked Estep 
Score: -23497670.000000 Penalty: 5989.299805
	Iteration 108Q: 3 clusters Score -2.349767e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 148902 members 
Entering Unmasked Estep 
Score: -23497640.000000 Penalty: 5989.299805
	Iteration 109Q: 3 clusters Score -2.349764e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 149391 members 
Entering Unmasked Estep 
Score: -23497622.000000 Penalty: 5989.299805
	Iteration 110Q: 3 clusters Score -2.349762e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 149838 members 
Entering Unmasked Estep 
Score: -23497712.000000 Penalty: 5989.299805
	Iteration 111Q: 3 clusters Score -2.349771e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 150319 members 
Entering Unmasked Estep 
Score: -23497774.000000 Penalty: 5989.299805
	Iteration 112Q: 3 clusters Score -2.349777e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 150764 members 
Entering Unmasked Estep 
Score: -23497854.000000 Penalty: 5989.299805
	Iteration 113Q: 3 clusters Score -2.349785e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 151230 members 
Entering Unmasked Estep 
Score: -23497950.000000 Penalty: 5989.299805
	Iteration 114Q: 3 clusters Score -2.349795e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 151666 members 
Entering Unmasked Estep 
Score: -23497982.000000 Penalty: 5989.299805
	Iteration 115Q: 3 clusters Score -2.349798e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 152074 members 
Entering Unmasked Estep 
Score: -23498028.000000 Penalty: 5989.299805
	Iteration 116Q: 3 clusters Score -2.349803e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 152505 members 
Entering Unmasked Estep 
Score: -23498078.000000 Penalty: 5989.299805
	Iteration 117Q: 3 clusters Score -2.349808e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 152920 members 
Entering Unmasked Estep 
Score: -23498144.000000 Penalty: 5989.299805
	Iteration 118Q: 3 clusters Score -2.349814e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 153342 members 
Entering Unmasked Estep 
Score: -23498216.000000 Penalty: 5989.299805
	Iteration 119Q: 3 clusters Score -2.349822e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 153805 members 
Entering Unmasked Estep 
Score: -23498264.000000 Penalty: 5989.299805
	Iteration 120F: 3 clusters Score -2.349826e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 154257 members 
Entering Unmasked Estep 
Score: -23498232.000000 Penalty: 5989.299805
	Iteration 121Q: 3 clusters Score -2.349823e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 154746 members 
Entering Unmasked Estep 
Score: -23498310.000000 Penalty: 5989.299805
	Iteration 122Q: 3 clusters Score -2.349831e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 155238 members 
Entering Unmasked Estep 
Score: -23498412.000000 Penalty: 5989.299805
	Iteration 123Q: 3 clusters Score -2.349841e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 155696 members 
Entering Unmasked Estep 
Score: -23498450.000000 Penalty: 5989.299805
	Iteration 124Q: 3 clusters Score -2.349845e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 156180 members 
Entering Unmasked Estep 
Score: -23498474.000000 Penalty: 5989.299805
	Iteration 125Q: 3 clusters Score -2.349847e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 156668 members 
Entering Unmasked Estep 
Score: -23498472.000000 Penalty: 5989.299805
	Iteration 126Q: 3 clusters Score -2.349847e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 157170 members 
Entering Unmasked Estep 
Score: -23498494.000000 Penalty: 5989.299805
	Iteration 127Q: 3 clusters Score -2.349849e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 157679 members 
Entering Unmasked Estep 
Score: -23498530.000000 Penalty: 5989.299805
	Iteration 128Q: 3 clusters Score -2.349853e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 158160 members 
Entering Unmasked Estep 
Score: -23498564.000000 Penalty: 5989.299805
	Iteration 129Q: 3 clusters Score -2.349856e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 158636 members 
Entering Unmasked Estep 
Score: -23498700.000000 Penalty: 5989.299805
	Iteration 130Q: 3 clusters Score -2.34987e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 159072 members 
Entering Unmasked Estep 
Score: -23498742.000000 Penalty: 5989.299805
	Iteration 131Q: 3 clusters Score -2.349874e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 159502 members 
Entering Unmasked Estep 
Score: -23498672.000000 Penalty: 5989.299805
	Iteration 132Q: 3 clusters Score -2.349867e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 159894 members 
Entering Unmasked Estep 
Score: -23498660.000000 Penalty: 5989.299805
	Iteration 133Q: 3 clusters Score -2.349866e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 160290 members 
Entering Unmasked Estep 
Score: -23498658.000000 Penalty: 5989.299805
	Iteration 134Q: 3 clusters Score -2.349866e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 160664 members 
Entering Unmasked Estep 
Score: -23498650.000000 Penalty: 5989.299805
	Iteration 135Q: 3 clusters Score -2.349865e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 161047 members 
Entering Unmasked Estep 
Score: -23498616.000000 Penalty: 5989.299805
	Iteration 136Q: 3 clusters Score -2.349862e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 161420 members 
Entering Unmasked Estep 
Score: -23498604.000000 Penalty: 5989.299805
	Iteration 137Q: 3 clusters Score -2.34986e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 161787 members 
Entering Unmasked Estep 
Score: -23498590.000000 Penalty: 5989.299805
	Iteration 138Q: 3 clusters Score -2.349859e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 162142 members 
Entering Unmasked Estep 
Score: -23498558.000000 Penalty: 5989.299805
	Iteration 139Q: 3 clusters Score -2.349856e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 162509 members 
Entering Unmasked Estep 
Score: -23498572.000000 Penalty: 5989.299805
	Iteration 140F: 3 clusters Score -2.349857e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 162837 members 
Entering Unmasked Estep 
Score: -23498612.000000 Penalty: 5989.299805
	Iteration 141Q: 3 clusters Score -2.349861e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 163121 members 
Entering Unmasked Estep 
Score: -23498590.000000 Penalty: 5989.299805
	Iteration 142Q: 3 clusters Score -2.349859e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 163400 members 
Entering Unmasked Estep 
Score: -23498646.000000 Penalty: 5989.299805
	Iteration 143Q: 3 clusters Score -2.349865e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 163674 members 
Entering Unmasked Estep 
Score: -23498580.000000 Penalty: 5989.299805
	Iteration 144Q: 3 clusters Score -2.349858e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 163970 members 
Entering Unmasked Estep 
Score: -23498568.000000 Penalty: 5989.299805
	Iteration 145Q: 3 clusters Score -2.349857e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 164249 members 
Entering Unmasked Estep 
Score: -23498558.000000 Penalty: 5989.299805
	Iteration 146Q: 3 clusters Score -2.349856e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 164540 members 
Entering Unmasked Estep 
Score: -23498508.000000 Penalty: 5989.299805
	Iteration 147Q: 3 clusters Score -2.349851e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 164811 members 
Entering Unmasked Estep 
Score: -23498422.000000 Penalty: 5989.299805
	Iteration 148Q: 3 clusters Score -2.349842e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 165079 members 
Entering Unmasked Estep 
Score: -23498442.000000 Penalty: 5989.299805
	Iteration 149Q: 3 clusters Score -2.349844e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 165328 members 
Entering Unmasked Estep 
Score: -23498440.000000 Penalty: 5989.299805
	Iteration 150Q: 3 clusters Score -2.349844e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 165568 members 
Entering Unmasked Estep 
Score: -23498418.000000 Penalty: 5989.299805
	Iteration 151Q: 3 clusters Score -2.349842e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 165815 members 
Entering Unmasked Estep 
Score: -23498422.000000 Penalty: 5989.299805
	Iteration 152Q: 3 clusters Score -2.349842e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 166056 members 
Entering Unmasked Estep 
Score: -23498458.000000 Penalty: 5989.299805
	Iteration 153Q: 3 clusters Score -2.349846e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 166294 members 
Entering Unmasked Estep 
Score: -23498452.000000 Penalty: 5989.299805
	Iteration 154Q: 3 clusters Score -2.349845e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 166501 members 
Entering Unmasked Estep 
Score: -23498492.000000 Penalty: 5989.299805
	Iteration 155Q: 3 clusters Score -2.349849e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 166721 members 
Entering Unmasked Estep 
Score: -23498398.000000 Penalty: 5989.299805
	Iteration 156Q: 3 clusters Score -2.34984e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 166918 members 
Entering Unmasked Estep 
Score: -23498386.000000 Penalty: 5989.299805
	Iteration 157Q: 3 clusters Score -2.349839e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 167091 members 
Entering Unmasked Estep 
Score: -23498364.000000 Penalty: 5989.299805
	Iteration 158Q: 3 clusters Score -2.349836e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 167268 members 
Entering Unmasked Estep 
Score: -23498392.000000 Penalty: 5989.299805
	Iteration 159Q: 3 clusters Score -2.349839e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 167428 members 
Entering Unmasked Estep 
Score: -23498376.000000 Penalty: 5989.299805
	Iteration 160F: 3 clusters Score -2.349838e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 167576 members 
Entering Unmasked Estep 
Score: -23498374.000000 Penalty: 5989.299805
	Iteration 161Q: 3 clusters Score -2.349837e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 167715 members 
Entering Unmasked Estep 
Score: -23498320.000000 Penalty: 5989.299805
	Iteration 162Q: 3 clusters Score -2.349832e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 167853 members 
Entering Unmasked Estep 
Score: -23498324.000000 Penalty: 5989.299805
	Iteration 163Q: 3 clusters Score -2.349832e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 167987 members 
Entering Unmasked Estep 
Score: -23498286.000000 Penalty: 5989.299805
	Iteration 164Q: 3 clusters Score -2.349829e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 168114 members 
Entering Unmasked Estep 
Score: -23498294.000000 Penalty: 5989.299805
	Iteration 165Q: 3 clusters Score -2.349829e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 168263 members 
Entering Unmasked Estep 
Score: -23498250.000000 Penalty: 5989.299805
	Iteration 166Q: 3 clusters Score -2.349825e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 168403 members 
Entering Unmasked Estep 
Score: -23498286.000000 Penalty: 5989.299805
	Iteration 167Q: 3 clusters Score -2.349829e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 168556 members 
Entering Unmasked Estep 
Score: -23498292.000000 Penalty: 5989.299805
	Iteration 168Q: 3 clusters Score -2.349829e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 168682 members 
Entering Unmasked Estep 
Score: -23498274.000000 Penalty: 5989.299805
	Iteration 169Q: 3 clusters Score -2.349827e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 168803 members 
Entering Unmasked Estep 
Score: -23498254.000000 Penalty: 5989.299805
	Iteration 170Q: 3 clusters Score -2.349825e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 168923 members 
Entering Unmasked Estep 
Score: -23498212.000000 Penalty: 5989.299805
	Iteration 171Q: 3 clusters Score -2.349821e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 169048 members 
Entering Unmasked Estep 
Score: -23498176.000000 Penalty: 5989.299805
	Iteration 172Q: 3 clusters Score -2.349818e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 169153 members 
Entering Unmasked Estep 
Score: -23498140.000000 Penalty: 5989.299805
	Iteration 173Q: 3 clusters Score -2.349814e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 169252 members 
Entering Unmasked Estep 
Score: -23498144.000000 Penalty: 5989.299805
	Iteration 174Q: 3 clusters Score -2.349814e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 169337 members 
Entering Unmasked Estep 
Score: -23498102.000000 Penalty: 5989.299805
	Iteration 175Q: 3 clusters Score -2.34981e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 169422 members 
Entering Unmasked Estep 
Score: -23498090.000000 Penalty: 5989.299805
	Iteration 176Q: 3 clusters Score -2.349809e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 169505 members 
Entering Unmasked Estep 
Score: -23498096.000000 Penalty: 5989.299805
	Iteration 177Q: 3 clusters Score -2.34981e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 169584 members 
Entering Unmasked Estep 
Score: -23498082.000000 Penalty: 5989.299805
	Iteration 178Q: 3 clusters Score -2.349808e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 169674 members 
Entering Unmasked Estep 
Score: -23498058.000000 Penalty: 5989.299805
	Iteration 179Q: 3 clusters Score -2.349806e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 169752 members 
Entering Unmasked Estep 
Score: -23498092.000000 Penalty: 5989.299805
	Iteration 180F: 3 clusters Score -2.349809e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 169843 members 
Entering Unmasked Estep 
Score: -23498048.000000 Penalty: 5989.299805
	Iteration 181Q: 3 clusters Score -2.349805e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 169951 members 
Entering Unmasked Estep 
Score: -23498044.000000 Penalty: 5989.299805
	Iteration 182Q: 3 clusters Score -2.349804e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 170048 members 
Entering Unmasked Estep 
Score: -23498008.000000 Penalty: 5989.299805
	Iteration 183Q: 3 clusters Score -2.349801e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 170139 members 
Entering Unmasked Estep 
Score: -23497966.000000 Penalty: 5989.299805
	Iteration 184Q: 3 clusters Score -2.349797e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 170236 members 
Entering Unmasked Estep 
Score: -23497954.000000 Penalty: 5989.299805
	Iteration 185Q: 3 clusters Score -2.349795e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 170322 members 
Entering Unmasked Estep 
Score: -23497948.000000 Penalty: 5989.299805
	Iteration 186Q: 3 clusters Score -2.349795e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 170406 members 
Entering Unmasked Estep 
Score: -23497924.000000 Penalty: 5989.299805
	Iteration 187Q: 3 clusters Score -2.349792e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 170487 members 
Entering Unmasked Estep 
Score: -23497884.000000 Penalty: 5989.299805
	Iteration 188Q: 3 clusters Score -2.349788e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 170572 members 
Entering Unmasked Estep 
Score: -23497864.000000 Penalty: 5989.299805
	Iteration 189Q: 3 clusters Score -2.349786e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 170653 members 
Entering Unmasked Estep 
Score: -23497842.000000 Penalty: 5989.299805
	Iteration 190Q: 3 clusters Score -2.349784e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 170721 members 
Entering Unmasked Estep 
Score: -23497802.000000 Penalty: 5989.299805
	Iteration 191Q: 3 clusters Score -2.34978e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 170784 members 
Entering Unmasked Estep 
Score: -23497846.000000 Penalty: 5989.299805
	Iteration 192Q: 3 clusters Score -2.349785e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 170845 members 
Entering Unmasked Estep 
Score: -23497782.000000 Penalty: 5989.299805
	Iteration 193Q: 3 clusters Score -2.349778e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 170913 members 
Entering Unmasked Estep 
Score: -23497788.000000 Penalty: 5989.299805
	Iteration 194Q: 3 clusters Score -2.349779e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 170969 members 
Entering Unmasked Estep 
Score: -23497800.000000 Penalty: 5989.299805
	Iteration 195Q: 3 clusters Score -2.34978e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 171027 members 
Entering Unmasked Estep 
Score: -23497782.000000 Penalty: 5989.299805
	Iteration 196Q: 3 clusters Score -2.349778e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 171082 members 
Entering Unmasked Estep 
Score: -23497780.000000 Penalty: 5989.299805
	Iteration 197Q: 3 clusters Score -2.349778e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 171124 members 
Entering Unmasked Estep 
Score: -23497814.000000 Penalty: 5989.299805
	Iteration 198Q: 3 clusters Score -2.349781e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 171173 members 
Entering Unmasked Estep 
Score: -23497770.000000 Penalty: 5989.299805
	Iteration 199Q: 3 clusters Score -2.349777e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 171214 members 
Entering Unmasked Estep 
Score: -23497786.000000 Penalty: 5989.299805
	Iteration 200F: 3 clusters Score -2.349779e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 171243 members 
Entering Unmasked Estep 
Score: -23497766.000000 Penalty: 5989.299805
	Iteration 201Q: 3 clusters Score -2.349777e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 171271 members 
Entering Unmasked Estep 
Score: -23497740.000000 Penalty: 5989.299805
	Iteration 202Q: 3 clusters Score -2.349774e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 171300 members 
Entering Unmasked Estep 
Score: -23497778.000000 Penalty: 5989.299805
	Iteration 203Q: 3 clusters Score -2.349778e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 171330 members 
Entering Unmasked Estep 
Score: -23497766.000000 Penalty: 5989.299805
	Iteration 204Q: 3 clusters Score -2.349777e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 171361 members 
Entering Unmasked Estep 
Score: -23497772.000000 Penalty: 5989.299805
	Iteration 205Q: 3 clusters Score -2.349777e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 171390 members 
Entering Unmasked Estep 
Score: -23497758.000000 Penalty: 5989.299805
	Iteration 206Q: 3 clusters Score -2.349776e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 171415 members 
Entering Unmasked Estep 
Score: -23497754.000000 Penalty: 5989.299805
	Iteration 207Q: 3 clusters Score -2.349775e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 171453 members 
Entering Unmasked Estep 
Score: -23497728.000000 Penalty: 5989.299805
	Iteration 208Q: 3 clusters Score -2.349773e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 171491 members 
Entering Unmasked Estep 
Score: -23497714.000000 Penalty: 5989.299805
	Iteration 209Q: 3 clusters Score -2.349771e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 171520 members 
Entering Unmasked Estep 
Score: -23497730.000000 Penalty: 5989.299805
	Iteration 210Q: 3 clusters Score -2.349773e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 171550 members 
Entering Unmasked Estep 
Score: -23497728.000000 Penalty: 5989.299805
	Iteration 211Q: 3 clusters Score -2.349773e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 171582 members 
Entering Unmasked Estep 
Score: -23497726.000000 Penalty: 5989.299805
	Iteration 212Q: 3 clusters Score -2.349773e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 171617 members 
Entering Unmasked Estep 
Score: -23497710.000000 Penalty: 5989.299805
	Iteration 213Q: 3 clusters Score -2.349771e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 171645 members 
Entering Unmasked Estep 
Score: -23497690.000000 Penalty: 5989.299805
	Iteration 214Q: 3 clusters Score -2.349769e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 171671 members 
Entering Unmasked Estep 
Score: -23497676.000000 Penalty: 5989.299805
	Iteration 215Q: 3 clusters Score -2.349768e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 171694 members 
Entering Unmasked Estep 
Score: -23497688.000000 Penalty: 5989.299805
	Iteration 216Q: 3 clusters Score -2.349769e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 171720 members 
Entering Unmasked Estep 
Score: -23497708.000000 Penalty: 5989.299805
	Iteration 217Q: 3 clusters Score -2.349771e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 171749 members 
Entering Unmasked Estep 
Score: -23497694.000000 Penalty: 5989.299805
	Iteration 218Q: 3 clusters Score -2.349769e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 171783 members 
Entering Unmasked Estep 
Score: -23497654.000000 Penalty: 5989.299805
	Iteration 219Q: 3 clusters Score -2.349765e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 171812 members 
Entering Unmasked Estep 
Score: -23497656.000000 Penalty: 5989.299805
	Iteration 220F: 3 clusters Score -2.349766e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 171838 members 
Entering Unmasked Estep 
Score: -23497670.000000 Penalty: 5989.299805
	Iteration 221Q: 3 clusters Score -2.349767e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 171861 members 
Entering Unmasked Estep 
Score: -23497650.000000 Penalty: 5989.299805
	Iteration 222Q: 3 clusters Score -2.349765e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 171880 members 
Entering Unmasked Estep 
Score: -23497648.000000 Penalty: 5989.299805
	Iteration 223Q: 3 clusters Score -2.349765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 171888 members 
Entering Unmasked Estep 
Score: -23497642.000000 Penalty: 5989.299805
	Iteration 224Q: 3 clusters Score -2.349764e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 171901 members 
Entering Unmasked Estep 
Score: -23497638.000000 Penalty: 5989.299805
	Iteration 225Q: 3 clusters Score -2.349764e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 171917 members 
Entering Unmasked Estep 
Score: -23497638.000000 Penalty: 5989.299805
	Iteration 226Q: 3 clusters Score -2.349764e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 171931 members 
Entering Unmasked Estep 
Score: -23497622.000000 Penalty: 5989.299805
	Iteration 227Q: 3 clusters Score -2.349762e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 171946 members 
Entering Unmasked Estep 
Score: -23497610.000000 Penalty: 5989.299805
	Iteration 228Q: 3 clusters Score -2.349761e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 171959 members 
Entering Unmasked Estep 
Score: -23497626.000000 Penalty: 5989.299805
	Iteration 229Q: 3 clusters Score -2.349763e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 171975 members 
Entering Unmasked Estep 
Score: -23497610.000000 Penalty: 5989.299805
	Iteration 230Q: 3 clusters Score -2.349761e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 171996 members 
Entering Unmasked Estep 
Score: -23497606.000000 Penalty: 5989.299805
	Iteration 231Q: 3 clusters Score -2.349761e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 172020 members 
Entering Unmasked Estep 
Score: -23497580.000000 Penalty: 5989.299805
	Iteration 232Q: 3 clusters Score -2.349758e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 172044 members 
Entering Unmasked Estep 
Score: -23497554.000000 Penalty: 5989.299805
	Iteration 233Q: 3 clusters Score -2.349755e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 172071 members 
Entering Unmasked Estep 
Score: -23497570.000000 Penalty: 5989.299805
	Iteration 234Q: 3 clusters Score -2.349757e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 172088 members 
Entering Unmasked Estep 
Score: -23497562.000000 Penalty: 5989.299805
	Iteration 235Q: 3 clusters Score -2.349756e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 172102 members 
Entering Unmasked Estep 
Score: -23497592.000000 Penalty: 5989.299805
	Iteration 236Q: 3 clusters Score -2.349759e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 172123 members 
Entering Unmasked Estep 
Score: -23497572.000000 Penalty: 5989.299805
	Iteration 237Q: 3 clusters Score -2.349757e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 172137 members 
Entering Unmasked Estep 
Score: -23497566.000000 Penalty: 5989.299805
	Iteration 238Q: 3 clusters Score -2.349757e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 172153 members 
Entering Unmasked Estep 
Score: -23497566.000000 Penalty: 5989.299805
	Iteration 239Q: 3 clusters Score -2.349757e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 172168 members 
Entering Unmasked Estep 
Score: -23497576.000000 Penalty: 5989.299805
	Iteration 240F: 3 clusters Score -2.349758e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 172184 members 
Entering Unmasked Estep 
Score: -23497584.000000 Penalty: 5989.299805
	Iteration 241Q: 3 clusters Score -2.349758e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 172206 members 
Entering Unmasked Estep 
Score: -23497570.000000 Penalty: 5989.299805
	Iteration 242Q: 3 clusters Score -2.349757e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 172233 members 
Entering Unmasked Estep 
Score: -23497572.000000 Penalty: 5989.299805
	Iteration 243Q: 3 clusters Score -2.349757e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 172255 members 
Entering Unmasked Estep 
Score: -23497580.000000 Penalty: 5989.299805
	Iteration 244Q: 3 clusters Score -2.349758e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 172277 members 
Entering Unmasked Estep 
Score: -23497556.000000 Penalty: 5989.299805
	Iteration 245Q: 3 clusters Score -2.349756e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 172291 members 
Entering Unmasked Estep 
Score: -23497556.000000 Penalty: 5989.299805
	Iteration 246Q: 3 clusters Score -2.349756e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 172305 members 
Entering Unmasked Estep 
Score: -23497572.000000 Penalty: 5989.299805
	Iteration 247Q: 3 clusters Score -2.349757e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 172322 members 
Entering Unmasked Estep 
Score: -23497572.000000 Penalty: 5989.299805
	Iteration 248Q: 3 clusters Score -2.349757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 172335 members 
Entering Unmasked Estep 
Score: -23497540.000000 Penalty: 5989.299805
	Iteration 249Q: 3 clusters Score -2.349754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 172345 members 
Entering Unmasked Estep 
Score: -23497548.000000 Penalty: 5989.299805
	Iteration 250Q: 3 clusters Score -2.349755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 172352 members 
Entering Unmasked Estep 
Score: -23497542.000000 Penalty: 5989.299805
	Iteration 251Q: 3 clusters Score -2.349754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 172358 members 
Entering Unmasked Estep 
Score: -23497536.000000 Penalty: 5989.299805
	Iteration 252Q: 3 clusters Score -2.349754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 172365 members 
Entering Unmasked Estep 
Score: -23497544.000000 Penalty: 5989.299805
	Iteration 253Q: 3 clusters Score -2.349754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 172374 members 
Entering Unmasked Estep 
Score: -23497544.000000 Penalty: 5989.299805
	Iteration 254Q: 3 clusters Score -2.349754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 172382 members 
Entering Unmasked Estep 
Score: -23497552.000000 Penalty: 5989.299805
	Iteration 255Q: 3 clusters Score -2.349755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 172391 members 
Entering Unmasked Estep 
Score: -23497542.000000 Penalty: 5989.299805
	Iteration 256Q: 3 clusters Score -2.349754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 172403 members 
Entering Unmasked Estep 
Score: -23497522.000000 Penalty: 5989.299805
	Iteration 257Q: 3 clusters Score -2.349752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 172411 members 
Entering Unmasked Estep 
Score: -23497508.000000 Penalty: 5989.299805
	Iteration 258Q: 3 clusters Score -2.349751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 172414 members 
Entering Unmasked Estep 
Score: -23497514.000000 Penalty: 5989.299805
	Iteration 259Q: 3 clusters Score -2.349751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 172423 members 
Entering Unmasked Estep 
Score: -23497522.000000 Penalty: 5989.299805
	Iteration 260F: 3 clusters Score -2.349752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 172431 members 
Entering Unmasked Estep 
Score: -23497508.000000 Penalty: 5989.299805
	Iteration 261Q: 3 clusters Score -2.349751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 172439 members 
Entering Unmasked Estep 
Score: -23497516.000000 Penalty: 5989.299805
	Iteration 262Q: 3 clusters Score -2.349752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 172445 members 
Entering Unmasked Estep 
Score: -23497538.000000 Penalty: 5989.299805
	Iteration 263Q: 3 clusters Score -2.349754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 172450 members 
Entering Unmasked Estep 
Score: -23497536.000000 Penalty: 5989.299805
	Iteration 264Q: 3 clusters Score -2.349754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 172456 members 
Entering Unmasked Estep 
Score: -23497538.000000 Penalty: 5989.299805
	Iteration 265Q: 3 clusters Score -2.349754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 172462 members 
Entering Unmasked Estep 
Score: -23497532.000000 Penalty: 5989.299805
	Iteration 266Q: 3 clusters Score -2.349753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 172466 members 
Entering Unmasked Estep 
Score: -23497560.000000 Penalty: 5989.299805
	Iteration 267Q: 3 clusters Score -2.349756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 172472 members 
Entering Unmasked Estep 
Score: -23497544.000000 Penalty: 5989.299805
	Iteration 268Q: 3 clusters Score -2.349754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 172476 members 
Entering Unmasked Estep 
Score: -23497554.000000 Penalty: 5989.299805
	Iteration 269Q: 3 clusters Score -2.349755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 172481 members 
Entering Unmasked Estep 
Score: -23497554.000000 Penalty: 5989.299805
	Iteration 270Q: 3 clusters Score -2.349755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 172484 members 
Entering Unmasked Estep 
Score: -23497542.000000 Penalty: 5989.299805
	Iteration 271Q: 3 clusters Score -2.349754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 172491 members 
Entering Unmasked Estep 
Score: -23497544.000000 Penalty: 5989.299805
	Iteration 272Q: 3 clusters Score -2.349754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 172494 members 
Entering Unmasked Estep 
Score: -23497556.000000 Penalty: 5989.299805
	Iteration 273Q: 3 clusters Score -2.349756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 172496 members 
Entering Unmasked Estep 
Score: -23497544.000000 Penalty: 5989.299805
	Iteration 274Q: 3 clusters Score -2.349754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 172498 members 
Entering Unmasked Estep 
Score: -23497546.000000 Penalty: 5989.299805
	Iteration 275Q: 3 clusters Score -2.349755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 172500 members 
Entering Unmasked Estep 
Score: -23497548.000000 Penalty: 5989.299805
	Iteration 276Q: 3 clusters Score -2.349755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 172501 members 
Entering Unmasked Estep 
Score: -23497548.000000 Penalty: 5989.299805
	Iteration 277Q: 3 clusters Score -2.349755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 172502 members 
Entering Unmasked Estep 
Score: -23497552.000000 Penalty: 5989.299805
	Iteration 278Q: 3 clusters Score -2.349755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 172502 members 
Entering Unmasked Estep 
Score: -23497552.000000 Penalty: 5989.299805
	Iteration 279F: 3 clusters Score -2.349755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -48214.523438 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -48214.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -46821.515625 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -46821.52 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -47013.074219 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -47013.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -47128.316406 Penalty: 2974.240234
	Iteration 2Q: 3 clusters Score -47128.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -47247.187500 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -47247.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47264.671875 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -47264.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47280.183594 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -47280.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47283.347656 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -47283.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47286.429688 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -47286.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47294.601562 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -47294.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47302.746094 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -47302.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47302.746094 Penalty: 2974.240234
	Iteration 10F: 3 clusters Score -47302.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -77982.890625 Penalty: 1598.144531
	Iteration 0F: 2 clusters Score -77982.89 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: -76325.125000 Penalty: 3196.289062
	Iteration 0F: 3 clusters Score -76325.12 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -76579.867188 Penalty: 3196.289062
	Iteration 1F: 3 clusters Score -76579.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -76647.359375 Penalty: 3196.289062
	Iteration 2Q: 3 clusters Score -76647.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76678.757812 Penalty: 3196.289062
	Iteration 3Q: 3 clusters Score -76678.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76708.390625 Penalty: 3196.289062
	Iteration 4Q: 3 clusters Score -76708.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -76735.359375 Penalty: 3196.289062
	Iteration 5Q: 3 clusters Score -76735.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76748.203125 Penalty: 3196.289062
	Iteration 6Q: 3 clusters Score -76748.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -76756.078125 Penalty: 3196.289062
	Iteration 7Q: 3 clusters Score -76756.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -76761.453125 Penalty: 3196.289062
	Iteration 8Q: 3 clusters Score -76761.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -76770.312500 Penalty: 3196.289062
	Iteration 9Q: 3 clusters Score -76770.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -76770.312500 Penalty: 3196.289062
	Iteration 10F: 3 clusters Score -76770.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (160633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160633 members 
Entering Unmasked Estep 
Score: -21298138.000000 Penalty: 2972.745605
	Iteration 0F: 2 clusters Score -2.129814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80247 members 
Mstep: Class 2 contains 80386 members 
Entering Unmasked Estep 
Score: -21192586.000000 Penalty: 5945.491211
	Iteration 0F: 3 clusters Score -2.119259e+07 nChanged 76499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78816 members 
Mstep: Class 2 contains 81817 members 
Entering Unmasked Estep 
Score: -21236812.000000 Penalty: 5945.491211
	Iteration 1F: 3 clusters Score -2.123681e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78079 members 
Mstep: Class 2 contains 82554 members 
Entering Unmasked Estep 
Score: -21237520.000000 Penalty: 5945.491211
	Iteration 2Q: 3 clusters Score -2.123752e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76948 members 
Mstep: Class 2 contains 83685 members 
Entering Unmasked Estep 
Score: -21238268.000000 Penalty: 5945.491211
	Iteration 3Q: 3 clusters Score -2.123827e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75151 members 
Mstep: Class 2 contains 85482 members 
Entering Unmasked Estep 
Score: -21238948.000000 Penalty: 5945.491211
	Iteration 4Q: 3 clusters Score -2.123895e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72418 members 
Mstep: Class 2 contains 88215 members 
Entering Unmasked Estep 
Score: -21240042.000000 Penalty: 5945.491211
	Iteration 5Q: 3 clusters Score -2.124004e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68150 members 
Mstep: Class 2 contains 92483 members 
Entering Unmasked Estep 
Score: -21241820.000000 Penalty: 5945.491211
	Iteration 6Q: 3 clusters Score -2.124182e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61986 members 
Mstep: Class 2 contains 98647 members 
Entering Unmasked Estep 
Score: -21244766.000000 Penalty: 5945.491211
	Iteration 7Q: 3 clusters Score -2.124477e+07 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 107227 members 
Entering Unmasked Estep 
Score: -21250238.000000 Penalty: 5945.491211
	Iteration 8F: 3 clusters Score -2.125024e+07 nChanged 11822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 118153 members 
Entering Unmasked Estep 
Score: -21259096.000000 Penalty: 5945.491211
	Iteration 9F: 3 clusters Score -2.12591e+07 nChanged 12498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 129711 members 
Entering Unmasked Estep 
Score: -21269860.000000 Penalty: 5945.491211
	Iteration 10F: 3 clusters Score -2.126986e+07 nChanged 10124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 138931 members 
Entering Unmasked Estep 
Score: -21279580.000000 Penalty: 5945.491211
	Iteration 11F: 3 clusters Score -2.127958e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 144167 members 
Entering Unmasked Estep 
Score: -21286906.000000 Penalty: 5945.491211
	Iteration 12Q: 3 clusters Score -2.128691e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 146410 members 
Entering Unmasked Estep 
Score: -21291180.000000 Penalty: 5945.491211
	Iteration 13Q: 3 clusters Score -2.129118e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 147150 members 
Entering Unmasked Estep 
Score: -21293220.000000 Penalty: 5945.491211
	Iteration 14Q: 3 clusters Score -2.129322e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 147544 members 
Entering Unmasked Estep 
Score: -21294280.000000 Penalty: 5945.491211
	Iteration 15Q: 3 clusters Score -2.129428e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 147806 members 
Entering Unmasked Estep 
Score: -21295042.000000 Penalty: 5945.491211
	Iteration 16Q: 3 clusters Score -2.129504e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 148044 members 
Entering Unmasked Estep 
Score: -21295402.000000 Penalty: 5945.491211
	Iteration 17Q: 3 clusters Score -2.12954e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 148288 members 
Entering Unmasked Estep 
Score: -21295634.000000 Penalty: 5945.491211
	Iteration 18Q: 3 clusters Score -2.129563e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 148517 members 
Entering Unmasked Estep 
Score: -21295844.000000 Penalty: 5945.491211
	Iteration 19Q: 3 clusters Score -2.129584e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 148706 members 
Entering Unmasked Estep 
Score: -21296028.000000 Penalty: 5945.491211
	Iteration 20F: 3 clusters Score -2.129603e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 148850 members 
Entering Unmasked Estep 
Score: -21296126.000000 Penalty: 5945.491211
	Iteration 21Q: 3 clusters Score -2.129613e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 149004 members 
Entering Unmasked Estep 
Score: -21296166.000000 Penalty: 5945.491211
	Iteration 22Q: 3 clusters Score -2.129617e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 149154 members 
Entering Unmasked Estep 
Score: -21296188.000000 Penalty: 5945.491211
	Iteration 23Q: 3 clusters Score -2.129619e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 149277 members 
Entering Unmasked Estep 
Score: -21296248.000000 Penalty: 5945.491211
	Iteration 24Q: 3 clusters Score -2.129625e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 149404 members 
Entering Unmasked Estep 
Score: -21296246.000000 Penalty: 5945.491211
	Iteration 25Q: 3 clusters Score -2.129625e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 149522 members 
Entering Unmasked Estep 
Score: -21296270.000000 Penalty: 5945.491211
	Iteration 26Q: 3 clusters Score -2.129627e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 149631 members 
Entering Unmasked Estep 
Score: -21296280.000000 Penalty: 5945.491211
	Iteration 27Q: 3 clusters Score -2.129628e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 149747 members 
Entering Unmasked Estep 
Score: -21296320.000000 Penalty: 5945.491211
	Iteration 28Q: 3 clusters Score -2.129632e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 149849 members 
Entering Unmasked Estep 
Score: -21296414.000000 Penalty: 5945.491211
	Iteration 29Q: 3 clusters Score -2.129641e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 149930 members 
Entering Unmasked Estep 
Score: -21296402.000000 Penalty: 5945.491211
	Iteration 30Q: 3 clusters Score -2.12964e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 149993 members 
Entering Unmasked Estep 
Score: -21296412.000000 Penalty: 5945.491211
	Iteration 31Q: 3 clusters Score -2.129641e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 150061 members 
Entering Unmasked Estep 
Score: -21296388.000000 Penalty: 5945.491211
	Iteration 32Q: 3 clusters Score -2.129639e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 150129 members 
Entering Unmasked Estep 
Score: -21296358.000000 Penalty: 5945.491211
	Iteration 33Q: 3 clusters Score -2.129636e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 150197 members 
Entering Unmasked Estep 
Score: -21296332.000000 Penalty: 5945.491211
	Iteration 34Q: 3 clusters Score -2.129633e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 150252 members 
Entering Unmasked Estep 
Score: -21296296.000000 Penalty: 5945.491211
	Iteration 35Q: 3 clusters Score -2.12963e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 150309 members 
Entering Unmasked Estep 
Score: -21296266.000000 Penalty: 5945.491211
	Iteration 36Q: 3 clusters Score -2.129627e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 150371 members 
Entering Unmasked Estep 
Score: -21296296.000000 Penalty: 5945.491211
	Iteration 37Q: 3 clusters Score -2.12963e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 150426 members 
Entering Unmasked Estep 
Score: -21296308.000000 Penalty: 5945.491211
	Iteration 38Q: 3 clusters Score -2.129631e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 150486 members 
Entering Unmasked Estep 
Score: -21296274.000000 Penalty: 5945.491211
	Iteration 39Q: 3 clusters Score -2.129627e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 150545 members 
Entering Unmasked Estep 
Score: -21296284.000000 Penalty: 5945.491211
	Iteration 40F: 3 clusters Score -2.129628e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 150600 members 
Entering Unmasked Estep 
Score: -21296284.000000 Penalty: 5945.491211
	Iteration 41Q: 3 clusters Score -2.129628e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 150658 members 
Entering Unmasked Estep 
Score: -21296280.000000 Penalty: 5945.491211
	Iteration 42Q: 3 clusters Score -2.129628e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 150715 members 
Entering Unmasked Estep 
Score: -21296288.000000 Penalty: 5945.491211
	Iteration 43Q: 3 clusters Score -2.129629e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 150780 members 
Entering Unmasked Estep 
Score: -21296308.000000 Penalty: 5945.491211
	Iteration 44Q: 3 clusters Score -2.129631e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 150842 members 
Entering Unmasked Estep 
Score: -21296304.000000 Penalty: 5945.491211
	Iteration 45Q: 3 clusters Score -2.12963e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 150912 members 
Entering Unmasked Estep 
Score: -21296324.000000 Penalty: 5945.491211
	Iteration 46Q: 3 clusters Score -2.129632e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 150971 members 
Entering Unmasked Estep 
Score: -21296322.000000 Penalty: 5945.491211
	Iteration 47Q: 3 clusters Score -2.129632e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 151019 members 
Entering Unmasked Estep 
Score: -21296308.000000 Penalty: 5945.491211
	Iteration 48Q: 3 clusters Score -2.129631e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 151072 members 
Entering Unmasked Estep 
Score: -21296336.000000 Penalty: 5945.491211
	Iteration 49Q: 3 clusters Score -2.129634e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 151122 members 
Entering Unmasked Estep 
Score: -21296336.000000 Penalty: 5945.491211
	Iteration 50Q: 3 clusters Score -2.129634e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 151164 members 
Entering Unmasked Estep 
Score: -21296326.000000 Penalty: 5945.491211
	Iteration 51Q: 3 clusters Score -2.129633e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 151204 members 
Entering Unmasked Estep 
Score: -21296346.000000 Penalty: 5945.491211
	Iteration 52Q: 3 clusters Score -2.129635e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 151234 members 
Entering Unmasked Estep 
Score: -21296358.000000 Penalty: 5945.491211
	Iteration 53Q: 3 clusters Score -2.129636e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 151282 members 
Entering Unmasked Estep 
Score: -21296374.000000 Penalty: 5945.491211
	Iteration 54Q: 3 clusters Score -2.129637e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 151330 members 
Entering Unmasked Estep 
Score: -21296376.000000 Penalty: 5945.491211
	Iteration 55Q: 3 clusters Score -2.129638e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 151385 members 
Entering Unmasked Estep 
Score: -21296390.000000 Penalty: 5945.491211
	Iteration 56Q: 3 clusters Score -2.129639e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 151445 members 
Entering Unmasked Estep 
Score: -21296388.000000 Penalty: 5945.491211
	Iteration 57Q: 3 clusters Score -2.129639e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 151499 members 
Entering Unmasked Estep 
Score: -21296408.000000 Penalty: 5945.491211
	Iteration 58Q: 3 clusters Score -2.129641e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 151543 members 
Entering Unmasked Estep 
Score: -21296386.000000 Penalty: 5945.491211
	Iteration 59Q: 3 clusters Score -2.129639e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 151592 members 
Entering Unmasked Estep 
Score: -21296380.000000 Penalty: 5945.491211
	Iteration 60F: 3 clusters Score -2.129638e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 151642 members 
Entering Unmasked Estep 
Score: -21296402.000000 Penalty: 5945.491211
	Iteration 61Q: 3 clusters Score -2.12964e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 151697 members 
Entering Unmasked Estep 
Score: -21296386.000000 Penalty: 5945.491211
	Iteration 62Q: 3 clusters Score -2.129639e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 151747 members 
Entering Unmasked Estep 
Score: -21296340.000000 Penalty: 5945.491211
	Iteration 63Q: 3 clusters Score -2.129634e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 151806 members 
Entering Unmasked Estep 
Score: -21296356.000000 Penalty: 5945.491211
	Iteration 64Q: 3 clusters Score -2.129636e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 151871 members 
Entering Unmasked Estep 
Score: -21296380.000000 Penalty: 5945.491211
	Iteration 65Q: 3 clusters Score -2.129638e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 151939 members 
Entering Unmasked Estep 
Score: -21296386.000000 Penalty: 5945.491211
	Iteration 66Q: 3 clusters Score -2.129639e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 152003 members 
Entering Unmasked Estep 
Score: -21296378.000000 Penalty: 5945.491211
	Iteration 67Q: 3 clusters Score -2.129638e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 152081 members 
Entering Unmasked Estep 
Score: -21296360.000000 Penalty: 5945.491211
	Iteration 68Q: 3 clusters Score -2.129636e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 152169 members 
Entering Unmasked Estep 
Score: -21296356.000000 Penalty: 5945.491211
	Iteration 69Q: 3 clusters Score -2.129636e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 152260 members 
Entering Unmasked Estep 
Score: -21296362.000000 Penalty: 5945.491211
	Iteration 70Q: 3 clusters Score -2.129636e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 152340 members 
Entering Unmasked Estep 
Score: -21296406.000000 Penalty: 5945.491211
	Iteration 71Q: 3 clusters Score -2.129641e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 152426 members 
Entering Unmasked Estep 
Score: -21296392.000000 Penalty: 5945.491211
	Iteration 72Q: 3 clusters Score -2.129639e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 152507 members 
Entering Unmasked Estep 
Score: -21296422.000000 Penalty: 5945.491211
	Iteration 73Q: 3 clusters Score -2.129642e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 152578 members 
Entering Unmasked Estep 
Score: -21296434.000000 Penalty: 5945.491211
	Iteration 74Q: 3 clusters Score -2.129643e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 152664 members 
Entering Unmasked Estep 
Score: -21296398.000000 Penalty: 5945.491211
	Iteration 75Q: 3 clusters Score -2.12964e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 152750 members 
Entering Unmasked Estep 
Score: -21296406.000000 Penalty: 5945.491211
	Iteration 76Q: 3 clusters Score -2.129641e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 152827 members 
Entering Unmasked Estep 
Score: -21296420.000000 Penalty: 5945.491211
	Iteration 77Q: 3 clusters Score -2.129642e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 152914 members 
Entering Unmasked Estep 
Score: -21296430.000000 Penalty: 5945.491211
	Iteration 78Q: 3 clusters Score -2.129643e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 152987 members 
Entering Unmasked Estep 
Score: -21296430.000000 Penalty: 5945.491211
	Iteration 79Q: 3 clusters Score -2.129643e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 153051 members 
Entering Unmasked Estep 
Score: -21296464.000000 Penalty: 5945.491211
	Iteration 80F: 3 clusters Score -2.129646e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 153125 members 
Entering Unmasked Estep 
Score: -21296434.000000 Penalty: 5945.491211
	Iteration 81Q: 3 clusters Score -2.129643e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 153194 members 
Entering Unmasked Estep 
Score: -21296430.000000 Penalty: 5945.491211
	Iteration 82Q: 3 clusters Score -2.129643e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 153253 members 
Entering Unmasked Estep 
Score: -21296480.000000 Penalty: 5945.491211
	Iteration 83Q: 3 clusters Score -2.129648e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 153310 members 
Entering Unmasked Estep 
Score: -21296456.000000 Penalty: 5945.491211
	Iteration 84Q: 3 clusters Score -2.129646e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 153363 members 
Entering Unmasked Estep 
Score: -21296446.000000 Penalty: 5945.491211
	Iteration 85Q: 3 clusters Score -2.129645e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 153421 members 
Entering Unmasked Estep 
Score: -21296482.000000 Penalty: 5945.491211
	Iteration 86Q: 3 clusters Score -2.129648e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 153483 members 
Entering Unmasked Estep 
Score: -21296492.000000 Penalty: 5945.491211
	Iteration 87Q: 3 clusters Score -2.129649e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 153547 members 
Entering Unmasked Estep 
Score: -21296470.000000 Penalty: 5945.491211
	Iteration 88Q: 3 clusters Score -2.129647e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 153606 members 
Entering Unmasked Estep 
Score: -21296436.000000 Penalty: 5945.491211
	Iteration 89Q: 3 clusters Score -2.129644e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 153660 members 
Entering Unmasked Estep 
Score: -21296430.000000 Penalty: 5945.491211
	Iteration 90Q: 3 clusters Score -2.129643e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 153709 members 
Entering Unmasked Estep 
Score: -21296444.000000 Penalty: 5945.491211
	Iteration 91Q: 3 clusters Score -2.129644e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 153755 members 
Entering Unmasked Estep 
Score: -21296494.000000 Penalty: 5945.491211
	Iteration 92Q: 3 clusters Score -2.129649e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 153795 members 
Entering Unmasked Estep 
Score: -21296460.000000 Penalty: 5945.491211
	Iteration 93Q: 3 clusters Score -2.129646e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 153837 members 
Entering Unmasked Estep 
Score: -21296472.000000 Penalty: 5945.491211
	Iteration 94Q: 3 clusters Score -2.129647e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 153891 members 
Entering Unmasked Estep 
Score: -21296534.000000 Penalty: 5945.491211
	Iteration 95Q: 3 clusters Score -2.129653e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 153934 members 
Entering Unmasked Estep 
Score: -21296542.000000 Penalty: 5945.491211
	Iteration 96Q: 3 clusters Score -2.129654e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 153980 members 
Entering Unmasked Estep 
Score: -21296526.000000 Penalty: 5945.491211
	Iteration 97Q: 3 clusters Score -2.129653e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 154014 members 
Entering Unmasked Estep 
Score: -21296530.000000 Penalty: 5945.491211
	Iteration 98Q: 3 clusters Score -2.129653e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 154051 members 
Entering Unmasked Estep 
Score: -21296482.000000 Penalty: 5945.491211
	Iteration 99Q: 3 clusters Score -2.129648e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 154079 members 
Entering Unmasked Estep 
Score: -21296492.000000 Penalty: 5945.491211
	Iteration 100F: 3 clusters Score -2.129649e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 154108 members 
Entering Unmasked Estep 
Score: -21296508.000000 Penalty: 5945.491211
	Iteration 101Q: 3 clusters Score -2.129651e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 154125 members 
Entering Unmasked Estep 
Score: -21296508.000000 Penalty: 5945.491211
	Iteration 102Q: 3 clusters Score -2.129651e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 154143 members 
Entering Unmasked Estep 
Score: -21296516.000000 Penalty: 5945.491211
	Iteration 103Q: 3 clusters Score -2.129652e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 154163 members 
Entering Unmasked Estep 
Score: -21296508.000000 Penalty: 5945.491211
	Iteration 104Q: 3 clusters Score -2.129651e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 154179 members 
Entering Unmasked Estep 
Score: -21296514.000000 Penalty: 5945.491211
	Iteration 105Q: 3 clusters Score -2.129651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 154194 members 
Entering Unmasked Estep 
Score: -21296506.000000 Penalty: 5945.491211
	Iteration 106Q: 3 clusters Score -2.129651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 154206 members 
Entering Unmasked Estep 
Score: -21296494.000000 Penalty: 5945.491211
	Iteration 107Q: 3 clusters Score -2.129649e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 154222 members 
Entering Unmasked Estep 
Score: -21296482.000000 Penalty: 5945.491211
	Iteration 108Q: 3 clusters Score -2.129648e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 154235 members 
Entering Unmasked Estep 
Score: -21296502.000000 Penalty: 5945.491211
	Iteration 109Q: 3 clusters Score -2.12965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 154246 members 
Entering Unmasked Estep 
Score: -21296500.000000 Penalty: 5945.491211
	Iteration 110Q: 3 clusters Score -2.12965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 154252 members 
Entering Unmasked Estep 
Score: -21296502.000000 Penalty: 5945.491211
	Iteration 111Q: 3 clusters Score -2.12965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 154259 members 
Entering Unmasked Estep 
Score: -21296506.000000 Penalty: 5945.491211
	Iteration 112Q: 3 clusters Score -2.129651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 154266 members 
Entering Unmasked Estep 
Score: -21296492.000000 Penalty: 5945.491211
	Iteration 113Q: 3 clusters Score -2.129649e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 154278 members 
Entering Unmasked Estep 
Score: -21296482.000000 Penalty: 5945.491211
	Iteration 114Q: 3 clusters Score -2.129648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 154286 members 
Entering Unmasked Estep 
Score: -21296494.000000 Penalty: 5945.491211
	Iteration 115Q: 3 clusters Score -2.129649e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 154298 members 
Entering Unmasked Estep 
Score: -21296500.000000 Penalty: 5945.491211
	Iteration 116Q: 3 clusters Score -2.12965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 154305 members 
Entering Unmasked Estep 
Score: -21296518.000000 Penalty: 5945.491211
	Iteration 117Q: 3 clusters Score -2.129652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 154315 members 
Entering Unmasked Estep 
Score: -21296494.000000 Penalty: 5945.491211
	Iteration 118Q: 3 clusters Score -2.129649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 154324 members 
Entering Unmasked Estep 
Score: -21296498.000000 Penalty: 5945.491211
	Iteration 119Q: 3 clusters Score -2.12965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 154332 members 
Entering Unmasked Estep 
Score: -21296486.000000 Penalty: 5945.491211
	Iteration 120F: 3 clusters Score -2.129649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 154340 members 
Entering Unmasked Estep 
Score: -21296504.000000 Penalty: 5945.491211
	Iteration 121Q: 3 clusters Score -2.12965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 154347 members 
Entering Unmasked Estep 
Score: -21296520.000000 Penalty: 5945.491211
	Iteration 122Q: 3 clusters Score -2.129652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 154357 members 
Entering Unmasked Estep 
Score: -21296502.000000 Penalty: 5945.491211
	Iteration 123Q: 3 clusters Score -2.12965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 154363 members 
Entering Unmasked Estep 
Score: -21296522.000000 Penalty: 5945.491211
	Iteration 124Q: 3 clusters Score -2.129652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 154369 members 
Entering Unmasked Estep 
Score: -21296528.000000 Penalty: 5945.491211
	Iteration 125Q: 3 clusters Score -2.129653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 154377 members 
Entering Unmasked Estep 
Score: -21296526.000000 Penalty: 5945.491211
	Iteration 126Q: 3 clusters Score -2.129653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 154381 members 
Entering Unmasked Estep 
Score: -21296522.000000 Penalty: 5945.491211
	Iteration 127Q: 3 clusters Score -2.129652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 154385 members 
Entering Unmasked Estep 
Score: -21296518.000000 Penalty: 5945.491211
	Iteration 128Q: 3 clusters Score -2.129652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 154386 members 
Entering Unmasked Estep 
Score: -21296514.000000 Penalty: 5945.491211
	Iteration 129Q: 3 clusters Score -2.129651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 154388 members 
Entering Unmasked Estep 
Score: -21296516.000000 Penalty: 5945.491211
	Iteration 130Q: 3 clusters Score -2.129652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 154392 members 
Entering Unmasked Estep 
Score: -21296520.000000 Penalty: 5945.491211
	Iteration 131Q: 3 clusters Score -2.129652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 154393 members 
Entering Unmasked Estep 
Score: -21296528.000000 Penalty: 5945.491211
	Iteration 132Q: 3 clusters Score -2.129653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 154393 members 
Entering Unmasked Estep 
Score: -21296528.000000 Penalty: 5945.491211
	Iteration 133F: 3 clusters Score -2.129653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Entering Unmasked Estep 
Score: -516463.625000 Penalty: 2051.343994
	Iteration 0F: 2 clusters Score -516463.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -512628.218750 Penalty: 4102.687988
	Iteration 0F: 3 clusters Score -512628.2 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -513410.000000 Penalty: 4102.687988
	Iteration 1F: 3 clusters Score -513410 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -513586.406250 Penalty: 4102.687988
	Iteration 2F: 3 clusters Score -513586.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -513685.312500 Penalty: 4102.687988
	Iteration 3Q: 3 clusters Score -513685.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -513762.000000 Penalty: 4102.687988
	Iteration 4Q: 3 clusters Score -513762 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -513829.593750 Penalty: 4102.687988
	Iteration 5Q: 3 clusters Score -513829.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -513897.937500 Penalty: 4102.687988
	Iteration 6Q: 3 clusters Score -513897.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -513955.093750 Penalty: 4102.687988
	Iteration 7Q: 3 clusters Score -513955.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -514005.031250 Penalty: 4102.687988
	Iteration 8Q: 3 clusters Score -514005 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -514043.187500 Penalty: 4102.687988
	Iteration 9Q: 3 clusters Score -514043.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -514071.718750 Penalty: 4102.687988
	Iteration 10Q: 3 clusters Score -514071.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -514099.406250 Penalty: 4102.687988
	Iteration 11Q: 3 clusters Score -514099.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -514129.593750 Penalty: 4102.687988
	Iteration 12Q: 3 clusters Score -514129.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -514147.875000 Penalty: 4102.687988
	Iteration 13Q: 3 clusters Score -514147.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -514168.000000 Penalty: 4102.687988
	Iteration 14Q: 3 clusters Score -514168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -514183.843750 Penalty: 4102.687988
	Iteration 15Q: 3 clusters Score -514183.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -514201.375000 Penalty: 4102.687988
	Iteration 16Q: 3 clusters Score -514201.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -514220.218750 Penalty: 4102.687988
	Iteration 17Q: 3 clusters Score -514220.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -514238.531250 Penalty: 4102.687988
	Iteration 18Q: 3 clusters Score -514238.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -514253.812500 Penalty: 4102.687988
	Iteration 19Q: 3 clusters Score -514253.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -514268.343750 Penalty: 4102.687988
	Iteration 20F: 3 clusters Score -514268.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -514283.687500 Penalty: 4102.687988
	Iteration 21Q: 3 clusters Score -514283.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -514295.875000 Penalty: 4102.687988
	Iteration 22Q: 3 clusters Score -514295.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -514310.125000 Penalty: 4102.687988
	Iteration 23Q: 3 clusters Score -514310.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -514323.156250 Penalty: 4102.687988
	Iteration 24Q: 3 clusters Score -514323.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -514336.625000 Penalty: 4102.687988
	Iteration 25Q: 3 clusters Score -514336.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -514346.656250 Penalty: 4102.687988
	Iteration 26Q: 3 clusters Score -514346.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -514354.718750 Penalty: 4102.687988
	Iteration 27Q: 3 clusters Score -514354.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -514363.312500 Penalty: 4102.687988
	Iteration 28Q: 3 clusters Score -514363.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -514370.218750 Penalty: 4102.687988
	Iteration 29Q: 3 clusters Score -514370.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -514378.281250 Penalty: 4102.687988
	Iteration 30Q: 3 clusters Score -514378.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -514386.875000 Penalty: 4102.687988
	Iteration 31Q: 3 clusters Score -514386.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -514394.187500 Penalty: 4102.687988
	Iteration 32Q: 3 clusters Score -514394.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -514401.343750 Penalty: 4102.687988
	Iteration 33Q: 3 clusters Score -514401.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -514411.843750 Penalty: 4102.687988
	Iteration 34Q: 3 clusters Score -514411.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -514419.593750 Penalty: 4102.687988
	Iteration 35Q: 3 clusters Score -514419.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -514428.875000 Penalty: 4102.687988
	Iteration 36Q: 3 clusters Score -514428.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -514435.906250 Penalty: 4102.687988
	Iteration 37Q: 3 clusters Score -514435.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -514441.531250 Penalty: 4102.687988
	Iteration 38Q: 3 clusters Score -514441.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -514446.875000 Penalty: 4102.687988
	Iteration 39Q: 3 clusters Score -514446.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -514453.375000 Penalty: 4102.687988
	Iteration 40F: 3 clusters Score -514453.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -514462.093750 Penalty: 4102.687988
	Iteration 41Q: 3 clusters Score -514462.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -514472.718750 Penalty: 4102.687988
	Iteration 42Q: 3 clusters Score -514472.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -514483.281250 Penalty: 4102.687988
	Iteration 43Q: 3 clusters Score -514483.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -514497.687500 Penalty: 4102.687988
	Iteration 44Q: 3 clusters Score -514497.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -514513.250000 Penalty: 4102.687988
	Iteration 45Q: 3 clusters Score -514513.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -514523.343750 Penalty: 4102.687988
	Iteration 46Q: 3 clusters Score -514523.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -514535.718750 Penalty: 4102.687988
	Iteration 47Q: 3 clusters Score -514535.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -514547.875000 Penalty: 4102.687988
	Iteration 48Q: 3 clusters Score -514547.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -514559.875000 Penalty: 4102.687988
	Iteration 49Q: 3 clusters Score -514559.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -514566.312500 Penalty: 4102.687988
	Iteration 50Q: 3 clusters Score -514566.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -514574.937500 Penalty: 4102.687988
	Iteration 51Q: 3 clusters Score -514574.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -514585.000000 Penalty: 4102.687988
	Iteration 52Q: 3 clusters Score -514585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -514600.843750 Penalty: 4102.687988
	Iteration 53Q: 3 clusters Score -514600.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -514613.687500 Penalty: 4102.687988
	Iteration 54Q: 3 clusters Score -514613.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -514623.031250 Penalty: 4102.687988
	Iteration 55Q: 3 clusters Score -514623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -514635.656250 Penalty: 4102.687988
	Iteration 56Q: 3 clusters Score -514635.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -514644.031250 Penalty: 4102.687988
	Iteration 57Q: 3 clusters Score -514644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -514649.656250 Penalty: 4102.687988
	Iteration 58Q: 3 clusters Score -514649.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -514656.343750 Penalty: 4102.687988
	Iteration 59Q: 3 clusters Score -514656.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -514666.531250 Penalty: 4102.687988
	Iteration 60F: 3 clusters Score -514666.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -514672.343750 Penalty: 4102.687988
	Iteration 61Q: 3 clusters Score -514672.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -514676.937500 Penalty: 4102.687988
	Iteration 62Q: 3 clusters Score -514676.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -514677.750000 Penalty: 4102.687988
	Iteration 63Q: 3 clusters Score -514677.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -514680.593750 Penalty: 4102.687988
	Iteration 64Q: 3 clusters Score -514680.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -514682.593750 Penalty: 4102.687988
	Iteration 65Q: 3 clusters Score -514682.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -514687.843750 Penalty: 4102.687988
	Iteration 66Q: 3 clusters Score -514687.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -514690.531250 Penalty: 4102.687988
	Iteration 67Q: 3 clusters Score -514690.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -514694.437500 Penalty: 4102.687988
	Iteration 68Q: 3 clusters Score -514694.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -514698.156250 Penalty: 4102.687988
	Iteration 69Q: 3 clusters Score -514698.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -514701.312500 Penalty: 4102.687988
	Iteration 70Q: 3 clusters Score -514701.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -514705.312500 Penalty: 4102.687988
	Iteration 71Q: 3 clusters Score -514705.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -514707.812500 Penalty: 4102.687988
	Iteration 72Q: 3 clusters Score -514707.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -514709.562500 Penalty: 4102.687988
	Iteration 73Q: 3 clusters Score -514709.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -514710.687500 Penalty: 4102.687988
	Iteration 74Q: 3 clusters Score -514710.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -514710.687500 Penalty: 4102.687988
	Iteration 75F: 3 clusters Score -514710.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (158286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158286 members 
Entering Unmasked Estep 
Score: -21023792.000000 Penalty: 2969.095215
	Iteration 0F: 2 clusters Score -2.102379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79359 members 
Mstep: Class 2 contains 78927 members 
Entering Unmasked Estep 
Score: -20919446.000000 Penalty: 5938.190430
	Iteration 0F: 3 clusters Score -2.091945e+07 nChanged 75931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83034 members 
Mstep: Class 2 contains 75252 members 
Entering Unmasked Estep 
Score: -20963208.000000 Penalty: 5938.190430
	Iteration 1F: 3 clusters Score -2.096321e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85498 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
Score: -20964280.000000 Penalty: 5938.190430
	Iteration 2Q: 3 clusters Score -2.096428e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89334 members 
Mstep: Class 2 contains 68952 members 
Entering Unmasked Estep 
Score: -20965856.000000 Penalty: 5938.190430
	Iteration 3Q: 3 clusters Score -2.096586e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95252 members 
Mstep: Class 2 contains 63034 members 
Entering Unmasked Estep 
Score: -20968522.000000 Penalty: 5938.190430
	Iteration 4Q: 3 clusters Score -2.096852e+07 nChanged 9239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104011 members 
Mstep: Class 2 contains 54275 members 
Entering Unmasked Estep 
Score: -20973544.000000 Penalty: 5938.190430
	Iteration 5F: 3 clusters Score -2.097354e+07 nChanged 12113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115924 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -20982222.000000 Penalty: 5938.190430
	Iteration 6F: 3 clusters Score -2.098222e+07 nChanged 14064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129902 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -20994694.000000 Penalty: 5938.190430
	Iteration 7F: 3 clusters Score -2.099469e+07 nChanged 12812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142674 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -21007442.000000 Penalty: 5938.190430
	Iteration 8F: 3 clusters Score -2.100744e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151187 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -21015856.000000 Penalty: 5938.190430
	Iteration 9F: 3 clusters Score -2.101586e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155412 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -21019538.000000 Penalty: 5938.190430
	Iteration 10Q: 3 clusters Score -2.101954e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157083 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -21020716.000000 Penalty: 5938.190430
	Iteration 11Q: 3 clusters Score -2.102072e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157627 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -21021084.000000 Penalty: 5938.190430
	Iteration 12Q: 3 clusters Score -2.102108e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157815 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -21021210.000000 Penalty: 5938.190430
	Iteration 13Q: 3 clusters Score -2.102121e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157893 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -21021310.000000 Penalty: 5938.190430
	Iteration 14Q: 3 clusters Score -2.102131e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157927 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -21021320.000000 Penalty: 5938.190430
	Iteration 15Q: 3 clusters Score -2.102132e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157943 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -21021362.000000 Penalty: 5938.190430
	Iteration 16Q: 3 clusters Score -2.102136e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157956 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -21021398.000000 Penalty: 5938.190430
	Iteration 17Q: 3 clusters Score -2.10214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157965 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -21021384.000000 Penalty: 5938.190430
	Iteration 18Q: 3 clusters Score -2.102138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157968 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -21021386.000000 Penalty: 5938.190430
	Iteration 19Q: 3 clusters Score -2.102139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157971 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -21021402.000000 Penalty: 5938.190430
	Iteration 20F: 3 clusters Score -2.10214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157975 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -21021406.000000 Penalty: 5938.190430
	Iteration 21Q: 3 clusters Score -2.102141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157977 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -21021414.000000 Penalty: 5938.190430
	Iteration 22Q: 3 clusters Score -2.102141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157981 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -21021406.000000 Penalty: 5938.190430
	Iteration 23Q: 3 clusters Score -2.102141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157981 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -21021406.000000 Penalty: 5938.190430
	Iteration 24F: 3 clusters Score -2.102141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -46941.703125 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -46941.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -45550.921875 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -45550.92 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45635.851562 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -45635.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45670.917969 Penalty: 2947.628662
	Iteration 2Q: 3 clusters Score -45670.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45688.125000 Penalty: 2947.628662
	Iteration 3Q: 3 clusters Score -45688.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45701.261719 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -45701.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45705.312500 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -45705.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45706.605469 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -45706.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45706.605469 Penalty: 2947.628662
	Iteration 7F: 3 clusters Score -45706.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 95237 members 
Mstep: Class 2 contains 8579 members 
Mstep: Class 3 contains 16299 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 86985 members 
Mstep: Class 6 contains 73645 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164747 members 
Mstep: Class 10 contains 3011 members 
Mstep: Class 11 contains 162615 members 
Mstep: Class 12 contains 102728 members 
Mstep: Class 13 contains 152285 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 5256 members 
Mstep: Class 16 contains 2817 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175466 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160633 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 158286 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436032.000000 Penalty: 84149.148438
Iteration 199Q: 25 clusters Score -1.80436e+08 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 94941 members 
Mstep: Class 2 contains 8530 members 
Mstep: Class 3 contains 16507 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 87062 members 
Mstep: Class 6 contains 73613 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164769 members 
Mstep: Class 10 contains 3013 members 
Mstep: Class 11 contains 162474 members 
Mstep: Class 12 contains 102578 members 
Mstep: Class 13 contains 152569 members 
Mstep: Class 14 contains 4632 members 
Mstep: Class 15 contains 5261 members 
Mstep: Class 16 contains 2816 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175458 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160654 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 158330 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436560.000000 Penalty: 84149.148438
Iteration 200F: 25 clusters Score -1.804366e+08 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 94682 members 
Mstep: Class 2 contains 8493 members 
Mstep: Class 3 contains 16703 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 87112 members 
Mstep: Class 6 contains 73571 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164789 members 
Mstep: Class 10 contains 3013 members 
Mstep: Class 11 contains 162310 members 
Mstep: Class 12 contains 102426 members 
Mstep: Class 13 contains 152908 members 
Mstep: Class 14 contains 4642 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 2819 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175452 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160660 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 158353 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436560.000000 Penalty: 84149.148438
Iteration 201Q: 25 clusters Score -1.804366e+08 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 94431 members 
Mstep: Class 2 contains 8457 members 
Mstep: Class 3 contains 16880 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 87124 members 
Mstep: Class 6 contains 73532 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164787 members 
Mstep: Class 10 contains 3013 members 
Mstep: Class 11 contains 162132 members 
Mstep: Class 12 contains 102276 members 
Mstep: Class 13 contains 153323 members 
Mstep: Class 14 contains 4650 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 2827 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175436 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160683 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 158375 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436608.000000 Penalty: 84149.148438
Iteration 202Q: 25 clusters Score -1.804366e+08 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 94166 members 
Mstep: Class 2 contains 8429 members 
Mstep: Class 3 contains 17035 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 87194 members 
Mstep: Class 6 contains 73485 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164800 members 
Mstep: Class 10 contains 3013 members 
Mstep: Class 11 contains 161932 members 
Mstep: Class 12 contains 102108 members 
Mstep: Class 13 contains 153757 members 
Mstep: Class 14 contains 4659 members 
Mstep: Class 15 contains 5275 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175430 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160667 members 
Mstep: Class 22 contains 3925 members 
Mstep: Class 23 contains 158408 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436880.000000 Penalty: 84149.148438
Iteration 203Q: 25 clusters Score -1.804369e+08 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 93938 members 
Mstep: Class 2 contains 8399 members 
Mstep: Class 3 contains 17166 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 87254 members 
Mstep: Class 6 contains 73444 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164807 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 161694 members 
Mstep: Class 12 contains 101937 members 
Mstep: Class 13 contains 154269 members 
Mstep: Class 14 contains 4665 members 
Mstep: Class 15 contains 5282 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175376 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160662 members 
Mstep: Class 22 contains 3925 members 
Mstep: Class 23 contains 158453 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436880.000000 Penalty: 84149.148438
Iteration 204Q: 25 clusters Score -1.804369e+08 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 93739 members 
Mstep: Class 2 contains 8373 members 
Mstep: Class 3 contains 17288 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 87330 members 
Mstep: Class 6 contains 73410 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164801 members 
Mstep: Class 10 contains 3011 members 
Mstep: Class 11 contains 161424 members 
Mstep: Class 12 contains 101773 members 
Mstep: Class 13 contains 154798 members 
Mstep: Class 14 contains 4673 members 
Mstep: Class 15 contains 5285 members 
Mstep: Class 16 contains 2835 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175317 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160643 members 
Mstep: Class 22 contains 3924 members 
Mstep: Class 23 contains 158497 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437200.000000 Penalty: 84149.148438
Iteration 205Q: 25 clusters Score -1.804372e+08 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 93552 members 
Mstep: Class 2 contains 8350 members 
Mstep: Class 3 contains 17409 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 87425 members 
Mstep: Class 6 contains 73373 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164784 members 
Mstep: Class 10 contains 3011 members 
Mstep: Class 11 contains 161116 members 
Mstep: Class 12 contains 101613 members 
Mstep: Class 13 contains 155298 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 5286 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175240 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160682 members 
Mstep: Class 22 contains 3935 members 
Mstep: Class 23 contains 158535 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437152.000000 Penalty: 84149.148438
Iteration 206Q: 25 clusters Score -1.804372e+08 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 93395 members 
Mstep: Class 2 contains 8319 members 
Mstep: Class 3 contains 17556 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 87499 members 
Mstep: Class 6 contains 73328 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164744 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 160828 members 
Mstep: Class 12 contains 101439 members 
Mstep: Class 13 contains 155770 members 
Mstep: Class 14 contains 4690 members 
Mstep: Class 15 contains 5290 members 
Mstep: Class 16 contains 2824 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175186 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160687 members 
Mstep: Class 22 contains 3946 members 
Mstep: Class 23 contains 158608 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437664.000000 Penalty: 84149.148438
Iteration 207Q: 25 clusters Score -1.804377e+08 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 93237 members 
Mstep: Class 2 contains 8295 members 
Mstep: Class 3 contains 17699 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 87571 members 
Mstep: Class 6 contains 73287 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164690 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 160623 members 
Mstep: Class 12 contains 101248 members 
Mstep: Class 13 contains 156253 members 
Mstep: Class 14 contains 4697 members 
Mstep: Class 15 contains 5297 members 
Mstep: Class 16 contains 2819 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175115 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160661 members 
Mstep: Class 22 contains 3949 members 
Mstep: Class 23 contains 158668 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437728.000000 Penalty: 84149.148438
Iteration 208Q: 25 clusters Score -1.804377e+08 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 93059 members 
Mstep: Class 2 contains 8268 members 
Mstep: Class 3 contains 17837 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 87636 members 
Mstep: Class 6 contains 73256 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164638 members 
Mstep: Class 10 contains 3011 members 
Mstep: Class 11 contains 160427 members 
Mstep: Class 12 contains 101049 members 
Mstep: Class 13 contains 156778 members 
Mstep: Class 14 contains 4701 members 
Mstep: Class 15 contains 5307 members 
Mstep: Class 16 contains 2814 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175078 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160641 members 
Mstep: Class 22 contains 3951 members 
Mstep: Class 23 contains 158670 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438112.000000 Penalty: 84149.148438
Iteration 209Q: 25 clusters Score -1.804381e+08 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 92885 members 
Mstep: Class 2 contains 8242 members 
Mstep: Class 3 contains 17959 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 87713 members 
Mstep: Class 6 contains 73238 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164617 members 
Mstep: Class 10 contains 3011 members 
Mstep: Class 11 contains 160280 members 
Mstep: Class 12 contains 100840 members 
Mstep: Class 13 contains 157274 members 
Mstep: Class 14 contains 4704 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 2813 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175023 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160612 members 
Mstep: Class 22 contains 3953 members 
Mstep: Class 23 contains 158645 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438032.000000 Penalty: 84149.148438
Iteration 210Q: 25 clusters Score -1.80438e+08 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 92718 members 
Mstep: Class 2 contains 8215 members 
Mstep: Class 3 contains 18094 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 87832 members 
Mstep: Class 6 contains 73204 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164623 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 160170 members 
Mstep: Class 12 contains 100640 members 
Mstep: Class 13 contains 157624 members 
Mstep: Class 14 contains 4709 members 
Mstep: Class 15 contains 5315 members 
Mstep: Class 16 contains 2815 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174987 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160594 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 158614 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437904.000000 Penalty: 84149.148438
Iteration 211Q: 25 clusters Score -1.804379e+08 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 92563 members 
Mstep: Class 2 contains 8194 members 
Mstep: Class 3 contains 18210 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 87973 members 
Mstep: Class 6 contains 73153 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164630 members 
Mstep: Class 10 contains 3007 members 
Mstep: Class 11 contains 160072 members 
Mstep: Class 12 contains 100420 members 
Mstep: Class 13 contains 157898 members 
Mstep: Class 14 contains 4718 members 
Mstep: Class 15 contains 5320 members 
Mstep: Class 16 contains 2817 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174968 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160592 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 158629 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437888.000000 Penalty: 84149.148438
Iteration 212Q: 25 clusters Score -1.804379e+08 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 92432 members 
Mstep: Class 2 contains 8167 members 
Mstep: Class 3 contains 18326 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 88100 members 
Mstep: Class 6 contains 73114 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164639 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 159951 members 
Mstep: Class 12 contains 100210 members 
Mstep: Class 13 contains 158152 members 
Mstep: Class 14 contains 4724 members 
Mstep: Class 15 contains 5323 members 
Mstep: Class 16 contains 2815 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174948 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160622 members 
Mstep: Class 22 contains 3955 members 
Mstep: Class 23 contains 158635 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437920.000000 Penalty: 84149.148438
Iteration 213Q: 25 clusters Score -1.804379e+08 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 92295 members 
Mstep: Class 2 contains 8137 members 
Mstep: Class 3 contains 18437 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 88227 members 
Mstep: Class 6 contains 73064 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164654 members 
Mstep: Class 10 contains 3007 members 
Mstep: Class 11 contains 159910 members 
Mstep: Class 12 contains 99994 members 
Mstep: Class 13 contains 158334 members 
Mstep: Class 14 contains 4730 members 
Mstep: Class 15 contains 5329 members 
Mstep: Class 16 contains 2819 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174930 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160653 members 
Mstep: Class 22 contains 3955 members 
Mstep: Class 23 contains 158646 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437984.000000 Penalty: 84149.148438
Iteration 214Q: 25 clusters Score -1.80438e+08 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 92209 members 
Mstep: Class 2 contains 8110 members 
Mstep: Class 3 contains 18577 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 88310 members 
Mstep: Class 6 contains 73003 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164700 members 
Mstep: Class 10 contains 3006 members 
Mstep: Class 11 contains 159877 members 
Mstep: Class 12 contains 99802 members 
Mstep: Class 13 contains 158433 members 
Mstep: Class 14 contains 4738 members 
Mstep: Class 15 contains 5331 members 
Mstep: Class 16 contains 2822 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174872 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160693 members 
Mstep: Class 22 contains 3950 members 
Mstep: Class 23 contains 158688 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438624.000000 Penalty: 84149.148438
Iteration 215Q: 25 clusters Score -1.804386e+08 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 92120 members 
Mstep: Class 2 contains 8091 members 
Mstep: Class 3 contains 18720 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 88415 members 
Mstep: Class 6 contains 72949 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164698 members 
Mstep: Class 10 contains 3005 members 
Mstep: Class 11 contains 159867 members 
Mstep: Class 12 contains 99628 members 
Mstep: Class 13 contains 158544 members 
Mstep: Class 14 contains 4743 members 
Mstep: Class 15 contains 5337 members 
Mstep: Class 16 contains 2824 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174806 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160741 members 
Mstep: Class 22 contains 3943 members 
Mstep: Class 23 contains 158690 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439072.000000 Penalty: 84149.148438
Iteration 216Q: 25 clusters Score -1.804391e+08 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 92016 members 
Mstep: Class 2 contains 8075 members 
Mstep: Class 3 contains 18903 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 88532 members 
Mstep: Class 6 contains 72892 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164690 members 
Mstep: Class 10 contains 3003 members 
Mstep: Class 11 contains 159888 members 
Mstep: Class 12 contains 99466 members 
Mstep: Class 13 contains 158564 members 
Mstep: Class 14 contains 4747 members 
Mstep: Class 15 contains 5342 members 
Mstep: Class 16 contains 2825 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174764 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160786 members 
Mstep: Class 22 contains 3947 members 
Mstep: Class 23 contains 158681 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439184.000000 Penalty: 84149.148438
Iteration 217Q: 25 clusters Score -1.804392e+08 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 91881 members 
Mstep: Class 2 contains 8061 members 
Mstep: Class 3 contains 19087 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 88674 members 
Mstep: Class 6 contains 72848 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164650 members 
Mstep: Class 10 contains 3002 members 
Mstep: Class 11 contains 159890 members 
Mstep: Class 12 contains 99335 members 
Mstep: Class 13 contains 158593 members 
Mstep: Class 14 contains 4749 members 
Mstep: Class 15 contains 5345 members 
Mstep: Class 16 contains 2827 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174740 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160808 members 
Mstep: Class 22 contains 3940 members 
Mstep: Class 23 contains 158691 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439568.000000 Penalty: 84149.148438
Iteration 218Q: 25 clusters Score -1.804396e+08 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 91773 members 
Mstep: Class 2 contains 8047 members 
Mstep: Class 3 contains 19246 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 88747 members 
Mstep: Class 6 contains 72807 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164620 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159927 members 
Mstep: Class 12 contains 99197 members 
Mstep: Class 13 contains 158648 members 
Mstep: Class 14 contains 4749 members 
Mstep: Class 15 contains 5347 members 
Mstep: Class 16 contains 2827 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174734 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160840 members 
Mstep: Class 22 contains 3931 members 
Mstep: Class 23 contains 158680 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439520.000000 Penalty: 84149.148438
Iteration 219Q: 25 clusters Score -1.804395e+08 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 91653 members 
Mstep: Class 2 contains 8027 members 
Mstep: Class 3 contains 19417 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 88865 members 
Mstep: Class 6 contains 72754 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164621 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159945 members 
Mstep: Class 12 contains 99057 members 
Mstep: Class 13 contains 158659 members 
Mstep: Class 14 contains 4749 members 
Mstep: Class 15 contains 5348 members 
Mstep: Class 16 contains 2825 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174738 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160865 members 
Mstep: Class 22 contains 3927 members 
Mstep: Class 23 contains 158670 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439520.000000 Penalty: 84149.148438
Iteration 220F: 25 clusters Score -1.804395e+08 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 91551 members 
Mstep: Class 2 contains 8003 members 
Mstep: Class 3 contains 19589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 88987 members 
Mstep: Class 6 contains 72692 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164608 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159945 members 
Mstep: Class 12 contains 98944 members 
Mstep: Class 13 contains 158644 members 
Mstep: Class 14 contains 4749 members 
Mstep: Class 15 contains 5348 members 
Mstep: Class 16 contains 2825 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174767 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160907 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 158640 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439488.000000 Penalty: 84149.148438
Iteration 221Q: 25 clusters Score -1.804395e+08 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 91460 members 
Mstep: Class 2 contains 7985 members 
Mstep: Class 3 contains 19727 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89101 members 
Mstep: Class 6 contains 72637 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164599 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 159938 members 
Mstep: Class 12 contains 98816 members 
Mstep: Class 13 contains 158646 members 
Mstep: Class 14 contains 4749 members 
Mstep: Class 15 contains 5349 members 
Mstep: Class 16 contains 2831 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174811 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160936 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 158615 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439664.000000 Penalty: 84149.148438
Iteration 222Q: 25 clusters Score -1.804397e+08 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 91395 members 
Mstep: Class 2 contains 7972 members 
Mstep: Class 3 contains 19861 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89244 members 
Mstep: Class 6 contains 72589 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164564 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159954 members 
Mstep: Class 12 contains 98681 members 
Mstep: Class 13 contains 158606 members 
Mstep: Class 14 contains 4748 members 
Mstep: Class 15 contains 5351 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174830 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160952 members 
Mstep: Class 22 contains 3919 members 
Mstep: Class 23 contains 158619 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439232.000000 Penalty: 84149.148438
Iteration 223Q: 25 clusters Score -1.804392e+08 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 91332 members 
Mstep: Class 2 contains 7956 members 
Mstep: Class 3 contains 20026 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89324 members 
Mstep: Class 6 contains 72542 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164540 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 160006 members 
Mstep: Class 12 contains 98552 members 
Mstep: Class 13 contains 158573 members 
Mstep: Class 14 contains 4751 members 
Mstep: Class 15 contains 5352 members 
Mstep: Class 16 contains 2844 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174819 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160958 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 158631 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438768.000000 Penalty: 84149.148438
Iteration 224Q: 25 clusters Score -1.804388e+08 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 91271 members 
Mstep: Class 2 contains 7934 members 
Mstep: Class 3 contains 20182 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89370 members 
Mstep: Class 6 contains 72502 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164535 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 160086 members 
Mstep: Class 12 contains 98456 members 
Mstep: Class 13 contains 158514 members 
Mstep: Class 14 contains 4755 members 
Mstep: Class 15 contains 5352 members 
Mstep: Class 16 contains 2844 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174784 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160985 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 158641 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438624.000000 Penalty: 84149.148438
Iteration 225Q: 25 clusters Score -1.804386e+08 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 91225 members 
Mstep: Class 2 contains 7915 members 
Mstep: Class 3 contains 20351 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89441 members 
Mstep: Class 6 contains 72468 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164497 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 160152 members 
Mstep: Class 12 contains 98342 members 
Mstep: Class 13 contains 158413 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5353 members 
Mstep: Class 16 contains 2842 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174797 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 160999 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 158657 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438576.000000 Penalty: 84149.148438
Iteration 226Q: 25 clusters Score -1.804386e+08 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 91187 members 
Mstep: Class 2 contains 7901 members 
Mstep: Class 3 contains 20510 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89520 members 
Mstep: Class 6 contains 72442 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164458 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 160233 members 
Mstep: Class 12 contains 98209 members 
Mstep: Class 13 contains 158309 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5354 members 
Mstep: Class 16 contains 2838 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174826 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161035 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 158626 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438784.000000 Penalty: 84149.148438
Iteration 227Q: 25 clusters Score -1.804388e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 91133 members 
Mstep: Class 2 contains 7882 members 
Mstep: Class 3 contains 20652 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89622 members 
Mstep: Class 6 contains 72410 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164438 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 160291 members 
Mstep: Class 12 contains 98096 members 
Mstep: Class 13 contains 158242 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5353 members 
Mstep: Class 16 contains 2841 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174824 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161073 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 158595 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438576.000000 Penalty: 84149.148438
Iteration 228Q: 25 clusters Score -1.804386e+08 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 91074 members 
Mstep: Class 2 contains 7865 members 
Mstep: Class 3 contains 20756 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89703 members 
Mstep: Class 6 contains 72373 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164449 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 160309 members 
Mstep: Class 12 contains 97990 members 
Mstep: Class 13 contains 158191 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5351 members 
Mstep: Class 16 contains 2841 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174860 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161113 members 
Mstep: Class 22 contains 3909 members 
Mstep: Class 23 contains 158582 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438528.000000 Penalty: 84149.148438
Iteration 229Q: 25 clusters Score -1.804385e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 91013 members 
Mstep: Class 2 contains 7848 members 
Mstep: Class 3 contains 20872 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89782 members 
Mstep: Class 6 contains 72342 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164468 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 160284 members 
Mstep: Class 12 contains 97904 members 
Mstep: Class 13 contains 158144 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5351 members 
Mstep: Class 16 contains 2844 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174910 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161140 members 
Mstep: Class 22 contains 3904 members 
Mstep: Class 23 contains 158560 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438560.000000 Penalty: 84149.148438
Iteration 230Q: 25 clusters Score -1.804386e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90955 members 
Mstep: Class 2 contains 7830 members 
Mstep: Class 3 contains 21001 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89851 members 
Mstep: Class 6 contains 72319 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164471 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 160240 members 
Mstep: Class 12 contains 97841 members 
Mstep: Class 13 contains 158073 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5351 members 
Mstep: Class 16 contains 2849 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174969 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161162 members 
Mstep: Class 22 contains 3899 members 
Mstep: Class 23 contains 158555 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438672.000000 Penalty: 84149.148438
Iteration 231Q: 25 clusters Score -1.804387e+08 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90880 members 
Mstep: Class 2 contains 7816 members 
Mstep: Class 3 contains 21099 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89909 members 
Mstep: Class 6 contains 72311 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164493 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 160193 members 
Mstep: Class 12 contains 97790 members 
Mstep: Class 13 contains 158048 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5351 members 
Mstep: Class 16 contains 2848 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175016 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161194 members 
Mstep: Class 22 contains 3897 members 
Mstep: Class 23 contains 158521 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438688.000000 Penalty: 84149.148438
Iteration 232Q: 25 clusters Score -1.804387e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90813 members 
Mstep: Class 2 contains 7800 members 
Mstep: Class 3 contains 21202 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89971 members 
Mstep: Class 6 contains 72301 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164491 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 160145 members 
Mstep: Class 12 contains 97738 members 
Mstep: Class 13 contains 158036 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5351 members 
Mstep: Class 16 contains 2850 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175062 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161215 members 
Mstep: Class 22 contains 3896 members 
Mstep: Class 23 contains 158495 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439136.000000 Penalty: 84149.148438
Iteration 233Q: 25 clusters Score -1.804391e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90762 members 
Mstep: Class 2 contains 7786 members 
Mstep: Class 3 contains 21290 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90009 members 
Mstep: Class 6 contains 72296 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164493 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 160137 members 
Mstep: Class 12 contains 97681 members 
Mstep: Class 13 contains 158047 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5351 members 
Mstep: Class 16 contains 2850 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175075 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161226 members 
Mstep: Class 22 contains 3894 members 
Mstep: Class 23 contains 158469 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439136.000000 Penalty: 84149.148438
Iteration 234Q: 25 clusters Score -1.804391e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90732 members 
Mstep: Class 2 contains 7768 members 
Mstep: Class 3 contains 21360 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90067 members 
Mstep: Class 6 contains 72287 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164494 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 160132 members 
Mstep: Class 12 contains 97632 members 
Mstep: Class 13 contains 158058 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5351 members 
Mstep: Class 16 contains 2850 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175071 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161238 members 
Mstep: Class 22 contains 3887 members 
Mstep: Class 23 contains 158439 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439296.000000 Penalty: 84149.148438
Iteration 235Q: 25 clusters Score -1.804393e+08 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90690 members 
Mstep: Class 2 contains 7749 members 
Mstep: Class 3 contains 21436 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90142 members 
Mstep: Class 6 contains 72255 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164468 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 160154 members 
Mstep: Class 12 contains 97581 members 
Mstep: Class 13 contains 158072 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5351 members 
Mstep: Class 16 contains 2850 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175056 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161259 members 
Mstep: Class 22 contains 3887 members 
Mstep: Class 23 contains 158415 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439424.000000 Penalty: 84149.148438
Iteration 236Q: 25 clusters Score -1.804394e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90642 members 
Mstep: Class 2 contains 7729 members 
Mstep: Class 3 contains 21508 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90191 members 
Mstep: Class 6 contains 72230 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164477 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 160141 members 
Mstep: Class 12 contains 97525 members 
Mstep: Class 13 contains 158092 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5351 members 
Mstep: Class 16 contains 2850 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175056 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161288 members 
Mstep: Class 22 contains 3887 members 
Mstep: Class 23 contains 158398 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439584.000000 Penalty: 84149.148438
Iteration 237Q: 25 clusters Score -1.804396e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90613 members 
Mstep: Class 2 contains 7721 members 
Mstep: Class 3 contains 21583 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90260 members 
Mstep: Class 6 contains 72209 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164485 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 160125 members 
Mstep: Class 12 contains 97459 members 
Mstep: Class 13 contains 158106 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5350 members 
Mstep: Class 16 contains 2848 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175034 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161304 members 
Mstep: Class 22 contains 3879 members 
Mstep: Class 23 contains 158390 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439680.000000 Penalty: 84149.148438
Iteration 238Q: 25 clusters Score -1.804397e+08 nChanged 1048
Entering ConstructFrom: 
Score: -180439680.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (90597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90597 members 
Entering Unmasked Estep 
Score: -12005248.000000 Penalty: 2830.715576
	Iteration 0F: 2 clusters Score -1.200525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -11944576.000000 Penalty: 5661.431152
	Iteration 0F: 3 clusters Score -1.194458e+07 nChanged 42868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -11969237.000000 Penalty: 5661.431152
	Iteration 1F: 3 clusters Score -1.196924e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -11970069.000000 Penalty: 5661.431152
	Iteration 2Q: 3 clusters Score -1.197007e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -11971037.000000 Penalty: 5661.431152
	Iteration 3Q: 3 clusters Score -1.197104e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -11972245.000000 Penalty: 5661.431152
	Iteration 4Q: 3 clusters Score -1.197224e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -11973841.000000 Penalty: 5661.431152
	Iteration 5Q: 3 clusters Score -1.197384e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 47073 members 
Entering Unmasked Estep 
Score: -11975543.000000 Penalty: 5661.431152
	Iteration 6Q: 3 clusters Score -1.197554e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -11977981.000000 Penalty: 5661.431152
	Iteration 7Q: 3 clusters Score -1.197798e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -11981444.000000 Penalty: 5661.431152
	Iteration 8F: 3 clusters Score -1.198144e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -11986158.000000 Penalty: 5661.431152
	Iteration 9F: 3 clusters Score -1.198616e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -11991002.000000 Penalty: 5661.431152
	Iteration 10F: 3 clusters Score -1.1991e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -11993932.000000 Penalty: 5661.431152
	Iteration 11F: 3 clusters Score -1.199393e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -11995382.000000 Penalty: 5661.431152
	Iteration 12Q: 3 clusters Score -1.199538e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53446 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -11996390.000000 Penalty: 5661.431152
	Iteration 13Q: 3 clusters Score -1.199639e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54818 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -11997331.000000 Penalty: 5661.431152
	Iteration 14Q: 3 clusters Score -1.199733e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -11998070.000000 Penalty: 5661.431152
	Iteration 15Q: 3 clusters Score -1.199807e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57157 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -11998608.000000 Penalty: 5661.431152
	Iteration 16Q: 3 clusters Score -1.199861e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58195 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -11999009.000000 Penalty: 5661.431152
	Iteration 17Q: 3 clusters Score -1.199901e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -11999263.000000 Penalty: 5661.431152
	Iteration 18Q: 3 clusters Score -1.199926e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60037 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -11999487.000000 Penalty: 5661.431152
	Iteration 19Q: 3 clusters Score -1.199949e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60889 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -11999657.000000 Penalty: 5661.431152
	Iteration 20F: 3 clusters Score -1.199966e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -11999816.000000 Penalty: 5661.431152
	Iteration 21Q: 3 clusters Score -1.199982e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62565 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -11999976.000000 Penalty: 5661.431152
	Iteration 22Q: 3 clusters Score -1.199998e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63437 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -12000247.000000 Penalty: 5661.431152
	Iteration 23Q: 3 clusters Score -1.200025e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64280 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -12000360.000000 Penalty: 5661.431152
	Iteration 24Q: 3 clusters Score -1.200036e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65093 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -12000565.000000 Penalty: 5661.431152
	Iteration 25Q: 3 clusters Score -1.200056e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65871 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -12000736.000000 Penalty: 5661.431152
	Iteration 26Q: 3 clusters Score -1.200074e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66620 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -12000866.000000 Penalty: 5661.431152
	Iteration 27Q: 3 clusters Score -1.200087e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67284 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -12000996.000000 Penalty: 5661.431152
	Iteration 28Q: 3 clusters Score -1.2001e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67933 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -12001086.000000 Penalty: 5661.431152
	Iteration 29Q: 3 clusters Score -1.200109e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -12001169.000000 Penalty: 5661.431152
	Iteration 30Q: 3 clusters Score -1.200117e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69195 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -12001303.000000 Penalty: 5661.431152
	Iteration 31Q: 3 clusters Score -1.20013e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69837 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -12001394.000000 Penalty: 5661.431152
	Iteration 32Q: 3 clusters Score -1.200139e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70454 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -12001469.000000 Penalty: 5661.431152
	Iteration 33Q: 3 clusters Score -1.200147e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71031 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -12001587.000000 Penalty: 5661.431152
	Iteration 34Q: 3 clusters Score -1.200159e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71586 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -12001732.000000 Penalty: 5661.431152
	Iteration 35Q: 3 clusters Score -1.200173e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72102 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -12001806.000000 Penalty: 5661.431152
	Iteration 36Q: 3 clusters Score -1.200181e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72615 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -12001939.000000 Penalty: 5661.431152
	Iteration 37Q: 3 clusters Score -1.200194e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73090 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -12002017.000000 Penalty: 5661.431152
	Iteration 38Q: 3 clusters Score -1.200202e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73560 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -12002123.000000 Penalty: 5661.431152
	Iteration 39Q: 3 clusters Score -1.200212e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -12002183.000000 Penalty: 5661.431152
	Iteration 40F: 3 clusters Score -1.200218e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74471 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -12002231.000000 Penalty: 5661.431152
	Iteration 41Q: 3 clusters Score -1.200223e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74928 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -12002273.000000 Penalty: 5661.431152
	Iteration 42Q: 3 clusters Score -1.200227e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75372 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -12002281.000000 Penalty: 5661.431152
	Iteration 43Q: 3 clusters Score -1.200228e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75802 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -12002290.000000 Penalty: 5661.431152
	Iteration 44Q: 3 clusters Score -1.200229e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76239 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -12002342.000000 Penalty: 5661.431152
	Iteration 45Q: 3 clusters Score -1.200234e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76673 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -12002409.000000 Penalty: 5661.431152
	Iteration 46Q: 3 clusters Score -1.200241e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77078 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -12002503.000000 Penalty: 5661.431152
	Iteration 47Q: 3 clusters Score -1.20025e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77478 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -12002606.000000 Penalty: 5661.431152
	Iteration 48Q: 3 clusters Score -1.200261e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77888 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -12002678.000000 Penalty: 5661.431152
	Iteration 49Q: 3 clusters Score -1.200268e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78312 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -12002733.000000 Penalty: 5661.431152
	Iteration 50Q: 3 clusters Score -1.200273e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78737 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -12002873.000000 Penalty: 5661.431152
	Iteration 51Q: 3 clusters Score -1.200287e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79140 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -12002870.000000 Penalty: 5661.431152
	Iteration 52Q: 3 clusters Score -1.200287e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79525 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -12002887.000000 Penalty: 5661.431152
	Iteration 53Q: 3 clusters Score -1.200289e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79889 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -12002932.000000 Penalty: 5661.431152
	Iteration 54Q: 3 clusters Score -1.200293e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80262 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -12003000.000000 Penalty: 5661.431152
	Iteration 55Q: 3 clusters Score -1.2003e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80586 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -12003052.000000 Penalty: 5661.431152
	Iteration 56Q: 3 clusters Score -1.200305e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80886 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -12003087.000000 Penalty: 5661.431152
	Iteration 57Q: 3 clusters Score -1.200309e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81184 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -12003100.000000 Penalty: 5661.431152
	Iteration 58Q: 3 clusters Score -1.20031e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81463 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -12003146.000000 Penalty: 5661.431152
	Iteration 59Q: 3 clusters Score -1.200315e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81731 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -12003160.000000 Penalty: 5661.431152
	Iteration 60F: 3 clusters Score -1.200316e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81990 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -12003211.000000 Penalty: 5661.431152
	Iteration 61Q: 3 clusters Score -1.200321e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82240 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -12003212.000000 Penalty: 5661.431152
	Iteration 62Q: 3 clusters Score -1.200321e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82477 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -12003239.000000 Penalty: 5661.431152
	Iteration 63Q: 3 clusters Score -1.200324e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82711 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -12003237.000000 Penalty: 5661.431152
	Iteration 64Q: 3 clusters Score -1.200324e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82928 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -12003308.000000 Penalty: 5661.431152
	Iteration 65Q: 3 clusters Score -1.200331e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83133 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -12003324.000000 Penalty: 5661.431152
	Iteration 66Q: 3 clusters Score -1.200332e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83304 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -12003331.000000 Penalty: 5661.431152
	Iteration 67Q: 3 clusters Score -1.200333e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83455 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -12003343.000000 Penalty: 5661.431152
	Iteration 68Q: 3 clusters Score -1.200334e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83588 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -12003344.000000 Penalty: 5661.431152
	Iteration 69Q: 3 clusters Score -1.200334e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83725 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -12003363.000000 Penalty: 5661.431152
	Iteration 70Q: 3 clusters Score -1.200336e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83849 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -12003356.000000 Penalty: 5661.431152
	Iteration 71Q: 3 clusters Score -1.200336e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83961 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -12003373.000000 Penalty: 5661.431152
	Iteration 72Q: 3 clusters Score -1.200337e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84067 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -12003348.000000 Penalty: 5661.431152
	Iteration 73Q: 3 clusters Score -1.200335e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84159 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -12003348.000000 Penalty: 5661.431152
	Iteration 74Q: 3 clusters Score -1.200335e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84243 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -12003363.000000 Penalty: 5661.431152
	Iteration 75Q: 3 clusters Score -1.200336e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84325 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -12003375.000000 Penalty: 5661.431152
	Iteration 76Q: 3 clusters Score -1.200338e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84396 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -12003369.000000 Penalty: 5661.431152
	Iteration 77Q: 3 clusters Score -1.200337e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84453 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -12003369.000000 Penalty: 5661.431152
	Iteration 78Q: 3 clusters Score -1.200337e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84499 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -12003383.000000 Penalty: 5661.431152
	Iteration 79Q: 3 clusters Score -1.200338e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84544 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -12003364.000000 Penalty: 5661.431152
	Iteration 80F: 3 clusters Score -1.200336e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84595 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -12003362.000000 Penalty: 5661.431152
	Iteration 81Q: 3 clusters Score -1.200336e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84635 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -12003364.000000 Penalty: 5661.431152
	Iteration 82Q: 3 clusters Score -1.200336e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84681 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -12003371.000000 Penalty: 5661.431152
	Iteration 83Q: 3 clusters Score -1.200337e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84723 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -12003380.000000 Penalty: 5661.431152
	Iteration 84Q: 3 clusters Score -1.200338e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84757 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -12003370.000000 Penalty: 5661.431152
	Iteration 85Q: 3 clusters Score -1.200337e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84791 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -12003374.000000 Penalty: 5661.431152
	Iteration 86Q: 3 clusters Score -1.200337e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84821 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -12003385.000000 Penalty: 5661.431152
	Iteration 87Q: 3 clusters Score -1.200338e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84850 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -12003374.000000 Penalty: 5661.431152
	Iteration 88Q: 3 clusters Score -1.200337e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84876 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -12003392.000000 Penalty: 5661.431152
	Iteration 89Q: 3 clusters Score -1.200339e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84909 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -12003390.000000 Penalty: 5661.431152
	Iteration 90Q: 3 clusters Score -1.200339e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84935 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -12003398.000000 Penalty: 5661.431152
	Iteration 91Q: 3 clusters Score -1.20034e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84964 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -12003387.000000 Penalty: 5661.431152
	Iteration 92Q: 3 clusters Score -1.200339e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84988 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -12003377.000000 Penalty: 5661.431152
	Iteration 93Q: 3 clusters Score -1.200338e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85014 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -12003371.000000 Penalty: 5661.431152
	Iteration 94Q: 3 clusters Score -1.200337e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85038 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -12003372.000000 Penalty: 5661.431152
	Iteration 95Q: 3 clusters Score -1.200337e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85064 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -12003390.000000 Penalty: 5661.431152
	Iteration 96Q: 3 clusters Score -1.200339e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85091 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -12003383.000000 Penalty: 5661.431152
	Iteration 97Q: 3 clusters Score -1.200338e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85117 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -12003385.000000 Penalty: 5661.431152
	Iteration 98Q: 3 clusters Score -1.200338e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85140 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -12003389.000000 Penalty: 5661.431152
	Iteration 99Q: 3 clusters Score -1.200339e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85167 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -12003394.000000 Penalty: 5661.431152
	Iteration 100F: 3 clusters Score -1.200339e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85202 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -12003383.000000 Penalty: 5661.431152
	Iteration 101Q: 3 clusters Score -1.200338e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85230 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -12003387.000000 Penalty: 5661.431152
	Iteration 102Q: 3 clusters Score -1.200339e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85249 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -12003376.000000 Penalty: 5661.431152
	Iteration 103Q: 3 clusters Score -1.200338e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85267 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -12003366.000000 Penalty: 5661.431152
	Iteration 104Q: 3 clusters Score -1.200337e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85288 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -12003378.000000 Penalty: 5661.431152
	Iteration 105Q: 3 clusters Score -1.200338e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85314 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -12003375.000000 Penalty: 5661.431152
	Iteration 106Q: 3 clusters Score -1.200338e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85334 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -12003360.000000 Penalty: 5661.431152
	Iteration 107Q: 3 clusters Score -1.200336e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85353 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -12003365.000000 Penalty: 5661.431152
	Iteration 108Q: 3 clusters Score -1.200336e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85371 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -12003373.000000 Penalty: 5661.431152
	Iteration 109Q: 3 clusters Score -1.200337e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85388 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -12003370.000000 Penalty: 5661.431152
	Iteration 110Q: 3 clusters Score -1.200337e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85407 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -12003375.000000 Penalty: 5661.431152
	Iteration 111Q: 3 clusters Score -1.200338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85421 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -12003382.000000 Penalty: 5661.431152
	Iteration 112Q: 3 clusters Score -1.200338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85435 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -12003367.000000 Penalty: 5661.431152
	Iteration 113Q: 3 clusters Score -1.200337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85448 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -12003379.000000 Penalty: 5661.431152
	Iteration 114Q: 3 clusters Score -1.200338e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85467 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -12003385.000000 Penalty: 5661.431152
	Iteration 115Q: 3 clusters Score -1.200338e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85485 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -12003379.000000 Penalty: 5661.431152
	Iteration 116Q: 3 clusters Score -1.200338e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85500 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -12003390.000000 Penalty: 5661.431152
	Iteration 117Q: 3 clusters Score -1.200339e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85512 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -12003384.000000 Penalty: 5661.431152
	Iteration 118Q: 3 clusters Score -1.200338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85521 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -12003371.000000 Penalty: 5661.431152
	Iteration 119Q: 3 clusters Score -1.200337e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85531 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -12003366.000000 Penalty: 5661.431152
	Iteration 120F: 3 clusters Score -1.200337e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85542 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -12003376.000000 Penalty: 5661.431152
	Iteration 121Q: 3 clusters Score -1.200338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85546 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -12003366.000000 Penalty: 5661.431152
	Iteration 122Q: 3 clusters Score -1.200337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85551 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -12003380.000000 Penalty: 5661.431152
	Iteration 123Q: 3 clusters Score -1.200338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85559 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -12003377.000000 Penalty: 5661.431152
	Iteration 124Q: 3 clusters Score -1.200338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85562 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -12003374.000000 Penalty: 5661.431152
	Iteration 125Q: 3 clusters Score -1.200337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85570 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -12003367.000000 Penalty: 5661.431152
	Iteration 126Q: 3 clusters Score -1.200337e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85581 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -12003380.000000 Penalty: 5661.431152
	Iteration 127Q: 3 clusters Score -1.200338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85595 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -12003376.000000 Penalty: 5661.431152
	Iteration 128Q: 3 clusters Score -1.200338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85607 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -12003377.000000 Penalty: 5661.431152
	Iteration 129Q: 3 clusters Score -1.200338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -12003379.000000 Penalty: 5661.431152
	Iteration 130Q: 3 clusters Score -1.200338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85621 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -12003378.000000 Penalty: 5661.431152
	Iteration 131Q: 3 clusters Score -1.200338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85630 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -12003365.000000 Penalty: 5661.431152
	Iteration 132Q: 3 clusters Score -1.200336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85637 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -12003371.000000 Penalty: 5661.431152
	Iteration 133Q: 3 clusters Score -1.200337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85641 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -12003374.000000 Penalty: 5661.431152
	Iteration 134Q: 3 clusters Score -1.200337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85646 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -12003380.000000 Penalty: 5661.431152
	Iteration 135Q: 3 clusters Score -1.200338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85648 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -12003368.000000 Penalty: 5661.431152
	Iteration 136Q: 3 clusters Score -1.200337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85652 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -12003371.000000 Penalty: 5661.431152
	Iteration 137Q: 3 clusters Score -1.200337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85654 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -12003378.000000 Penalty: 5661.431152
	Iteration 138Q: 3 clusters Score -1.200338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85657 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -12003374.000000 Penalty: 5661.431152
	Iteration 139Q: 3 clusters Score -1.200337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85664 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -12003384.000000 Penalty: 5661.431152
	Iteration 140F: 3 clusters Score -1.200338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85671 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -12003377.000000 Penalty: 5661.431152
	Iteration 141Q: 3 clusters Score -1.200338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85675 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -12003378.000000 Penalty: 5661.431152
	Iteration 142Q: 3 clusters Score -1.200338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85679 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -12003367.000000 Penalty: 5661.431152
	Iteration 143Q: 3 clusters Score -1.200337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85684 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -12003380.000000 Penalty: 5661.431152
	Iteration 144Q: 3 clusters Score -1.200338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85686 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -12003370.000000 Penalty: 5661.431152
	Iteration 145Q: 3 clusters Score -1.200337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85687 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -12003368.000000 Penalty: 5661.431152
	Iteration 146Q: 3 clusters Score -1.200337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85687 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -12003368.000000 Penalty: 5661.431152
	Iteration 147F: 3 clusters Score -1.200337e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Entering Unmasked Estep 
Score: -978161.875000 Penalty: 2219.667725
	Iteration 0F: 2 clusters Score -978161.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -971946.937500 Penalty: 4439.335449
	Iteration 0F: 3 clusters Score -971946.9 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -973546.625000 Penalty: 4439.335449
	Iteration 1F: 3 clusters Score -973546.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -973903.625000 Penalty: 4439.335449
	Iteration 2F: 3 clusters Score -973903.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -974208.437500 Penalty: 4439.335449
	Iteration 3F: 3 clusters Score -974208.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -974513.562500 Penalty: 4439.335449
	Iteration 4F: 3 clusters Score -974513.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -974821.187500 Penalty: 4439.335449
	Iteration 5F: 3 clusters Score -974821.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -975156.375000 Penalty: 4439.335449
	Iteration 6F: 3 clusters Score -975156.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -975494.187500 Penalty: 4439.335449
	Iteration 7F: 3 clusters Score -975494.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -975752.125000 Penalty: 4439.335449
	Iteration 8F: 3 clusters Score -975752.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -975939.875000 Penalty: 4439.335449
	Iteration 9Q: 3 clusters Score -975939.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -976087.375000 Penalty: 4439.335449
	Iteration 10Q: 3 clusters Score -976087.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -976191.250000 Penalty: 4439.335449
	Iteration 11Q: 3 clusters Score -976191.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -976274.437500 Penalty: 4439.335449
	Iteration 12Q: 3 clusters Score -976274.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -976339.250000 Penalty: 4439.335449
	Iteration 13Q: 3 clusters Score -976339.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -976390.062500 Penalty: 4439.335449
	Iteration 14Q: 3 clusters Score -976390.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -976432.375000 Penalty: 4439.335449
	Iteration 15Q: 3 clusters Score -976432.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -976467.625000 Penalty: 4439.335449
	Iteration 16Q: 3 clusters Score -976467.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -976488.562500 Penalty: 4439.335449
	Iteration 17Q: 3 clusters Score -976488.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -976510.812500 Penalty: 4439.335449
	Iteration 18Q: 3 clusters Score -976510.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -976529.000000 Penalty: 4439.335449
	Iteration 19Q: 3 clusters Score -976529 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -976542.000000 Penalty: 4439.335449
	Iteration 20F: 3 clusters Score -976542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -976547.875000 Penalty: 4439.335449
	Iteration 21Q: 3 clusters Score -976547.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -976558.875000 Penalty: 4439.335449
	Iteration 22Q: 3 clusters Score -976558.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -976569.937500 Penalty: 4439.335449
	Iteration 23Q: 3 clusters Score -976569.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -976577.875000 Penalty: 4439.335449
	Iteration 24Q: 3 clusters Score -976577.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -976588.000000 Penalty: 4439.335449
	Iteration 25Q: 3 clusters Score -976588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -976605.250000 Penalty: 4439.335449
	Iteration 26Q: 3 clusters Score -976605.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -976613.812500 Penalty: 4439.335449
	Iteration 27Q: 3 clusters Score -976613.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -976622.875000 Penalty: 4439.335449
	Iteration 28Q: 3 clusters Score -976622.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -976630.500000 Penalty: 4439.335449
	Iteration 29Q: 3 clusters Score -976630.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -976637.062500 Penalty: 4439.335449
	Iteration 30Q: 3 clusters Score -976637.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -976645.000000 Penalty: 4439.335449
	Iteration 31Q: 3 clusters Score -976645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -976655.625000 Penalty: 4439.335449
	Iteration 32Q: 3 clusters Score -976655.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -976665.875000 Penalty: 4439.335449
	Iteration 33Q: 3 clusters Score -976665.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -976674.875000 Penalty: 4439.335449
	Iteration 34Q: 3 clusters Score -976674.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -976684.875000 Penalty: 4439.335449
	Iteration 35Q: 3 clusters Score -976684.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -976687.250000 Penalty: 4439.335449
	Iteration 36Q: 3 clusters Score -976687.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -976689.500000 Penalty: 4439.335449
	Iteration 37Q: 3 clusters Score -976689.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -976695.375000 Penalty: 4439.335449
	Iteration 38Q: 3 clusters Score -976695.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -976698.812500 Penalty: 4439.335449
	Iteration 39Q: 3 clusters Score -976698.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -976699.062500 Penalty: 4439.335449
	Iteration 40F: 3 clusters Score -976699.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -976702.625000 Penalty: 4439.335449
	Iteration 41Q: 3 clusters Score -976702.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -976703.625000 Penalty: 4439.335449
	Iteration 42Q: 3 clusters Score -976703.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -976705.500000 Penalty: 4439.335449
	Iteration 43Q: 3 clusters Score -976705.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -976707.312500 Penalty: 4439.335449
	Iteration 44Q: 3 clusters Score -976707.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -976709.250000 Penalty: 4439.335449
	Iteration 45Q: 3 clusters Score -976709.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -976712.312500 Penalty: 4439.335449
	Iteration 46Q: 3 clusters Score -976712.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -976714.500000 Penalty: 4439.335449
	Iteration 47Q: 3 clusters Score -976714.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -976716.062500 Penalty: 4439.335449
	Iteration 48Q: 3 clusters Score -976716.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -976719.125000 Penalty: 4439.335449
	Iteration 49Q: 3 clusters Score -976719.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -976722.812500 Penalty: 4439.335449
	Iteration 50Q: 3 clusters Score -976722.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -976729.187500 Penalty: 4439.335449
	Iteration 51Q: 3 clusters Score -976729.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -976733.000000 Penalty: 4439.335449
	Iteration 52Q: 3 clusters Score -976733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -976734.812500 Penalty: 4439.335449
	Iteration 53Q: 3 clusters Score -976734.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -976738.500000 Penalty: 4439.335449
	Iteration 54Q: 3 clusters Score -976738.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -976744.125000 Penalty: 4439.335449
	Iteration 55Q: 3 clusters Score -976744.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -976751.000000 Penalty: 4439.335449
	Iteration 56Q: 3 clusters Score -976751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -976761.312500 Penalty: 4439.335449
	Iteration 57Q: 3 clusters Score -976761.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -976767.187500 Penalty: 4439.335449
	Iteration 58Q: 3 clusters Score -976767.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -976773.125000 Penalty: 4439.335449
	Iteration 59Q: 3 clusters Score -976773.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -976774.375000 Penalty: 4439.335449
	Iteration 60F: 3 clusters Score -976774.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -976778.375000 Penalty: 4439.335449
	Iteration 61Q: 3 clusters Score -976778.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -976781.000000 Penalty: 4439.335449
	Iteration 62Q: 3 clusters Score -976781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -976783.750000 Penalty: 4439.335449
	Iteration 63Q: 3 clusters Score -976783.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -976787.312500 Penalty: 4439.335449
	Iteration 64Q: 3 clusters Score -976787.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -976788.937500 Penalty: 4439.335449
	Iteration 65Q: 3 clusters Score -976788.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -976793.187500 Penalty: 4439.335449
	Iteration 66Q: 3 clusters Score -976793.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -976797.187500 Penalty: 4439.335449
	Iteration 67Q: 3 clusters Score -976797.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -976801.625000 Penalty: 4439.335449
	Iteration 68Q: 3 clusters Score -976801.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -976805.187500 Penalty: 4439.335449
	Iteration 69Q: 3 clusters Score -976805.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -976807.187500 Penalty: 4439.335449
	Iteration 70Q: 3 clusters Score -976807.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -976807.937500 Penalty: 4439.335449
	Iteration 71Q: 3 clusters Score -976807.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -976811.500000 Penalty: 4439.335449
	Iteration 72Q: 3 clusters Score -976811.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -976815.312500 Penalty: 4439.335449
	Iteration 73Q: 3 clusters Score -976815.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -976817.687500 Penalty: 4439.335449
	Iteration 74Q: 3 clusters Score -976817.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -976818.812500 Penalty: 4439.335449
	Iteration 75Q: 3 clusters Score -976818.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -976818.937500 Penalty: 4439.335449
	Iteration 76Q: 3 clusters Score -976818.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -976820.500000 Penalty: 4439.335449
	Iteration 77Q: 3 clusters Score -976820.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -976821.812500 Penalty: 4439.335449
	Iteration 78Q: 3 clusters Score -976821.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -976821.812500 Penalty: 4439.335449
	Iteration 79F: 3 clusters Score -976821.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Entering Unmasked Estep 
Score: -3051414.250000 Penalty: 2475.873535
	Iteration 0F: 2 clusters Score -3051414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -3036321.250000 Penalty: 4951.747070
	Iteration 0F: 3 clusters Score -3036321 nChanged 9479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -3041435.000000 Penalty: 4951.747070
	Iteration 1F: 3 clusters Score -3041435 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -3041852.750000 Penalty: 4951.747070
	Iteration 2F: 3 clusters Score -3041853 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -3042237.500000 Penalty: 4951.747070
	Iteration 3Q: 3 clusters Score -3042238 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -3042652.000000 Penalty: 4951.747070
	Iteration 4Q: 3 clusters Score -3042652 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -3043245.750000 Penalty: 4951.747070
	Iteration 5F: 3 clusters Score -3043246 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -3044087.000000 Penalty: 4951.747070
	Iteration 6F: 3 clusters Score -3044087 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3045255.750000 Penalty: 4951.747070
	Iteration 7F: 3 clusters Score -3045256 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -3046529.750000 Penalty: 4951.747070
	Iteration 8F: 3 clusters Score -3046530 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -3047668.250000 Penalty: 4951.747070
	Iteration 9F: 3 clusters Score -3047668 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -3048406.500000 Penalty: 4951.747070
	Iteration 10Q: 3 clusters Score -3048406 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -3048812.000000 Penalty: 4951.747070
	Iteration 11Q: 3 clusters Score -3048812 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -3049000.000000 Penalty: 4951.747070
	Iteration 12Q: 3 clusters Score -3049000 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -3049093.500000 Penalty: 4951.747070
	Iteration 13Q: 3 clusters Score -3049094 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -3049145.750000 Penalty: 4951.747070
	Iteration 14Q: 3 clusters Score -3049146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -3049189.500000 Penalty: 4951.747070
	Iteration 15Q: 3 clusters Score -3049190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -3049210.000000 Penalty: 4951.747070
	Iteration 16Q: 3 clusters Score -3049210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -3049219.250000 Penalty: 4951.747070
	Iteration 17Q: 3 clusters Score -3049219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -3049235.750000 Penalty: 4951.747070
	Iteration 18Q: 3 clusters Score -3049236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -3049243.500000 Penalty: 4951.747070
	Iteration 19Q: 3 clusters Score -3049244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -3049249.750000 Penalty: 4951.747070
	Iteration 20F: 3 clusters Score -3049250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -3049252.500000 Penalty: 4951.747070
	Iteration 21Q: 3 clusters Score -3049252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -3049251.250000 Penalty: 4951.747070
	Iteration 22Q: 3 clusters Score -3049251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -3049251.250000 Penalty: 4951.747070
	Iteration 23F: 3 clusters Score -3049251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -38128.039062 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -38128.04 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: -36792.156250 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -36792.16 nChanged 36
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: -36897.296875 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -36897.3 nChanged 6
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: -36915.167969 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -36915.17 nChanged 3
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: -36921.890625 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -36921.89 nChanged 3
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: -36939.207031 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -36939.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -36952.726562 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -36952.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -36965.738281 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -36965.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36971.753906 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -36971.75 nChanged 1
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: -36975.554688 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -36975.55 nChanged 0
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: -36975.554688 Penalty: 2868.777344
	Iteration 9F: 3 clusters Score -36975.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (90324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90324 members 
Entering Unmasked Estep 
Score: -12196725.000000 Penalty: 2829.967285
	Iteration 0F: 2 clusters Score -1.219672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -12136074.000000 Penalty: 5659.934570
	Iteration 0F: 3 clusters Score -1.213607e+07 nChanged 42619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49008 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -12160553.000000 Penalty: 5659.934570
	Iteration 1F: 3 clusters Score -1.216055e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -12161557.000000 Penalty: 5659.934570
	Iteration 2Q: 3 clusters Score -1.216156e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -12162958.000000 Penalty: 5659.934570
	Iteration 3Q: 3 clusters Score -1.216296e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58843 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -12165448.000000 Penalty: 5659.934570
	Iteration 4F: 3 clusters Score -1.216545e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65250 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -12170024.000000 Penalty: 5659.934570
	Iteration 5F: 3 clusters Score -1.217002e+07 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -12177122.000000 Penalty: 5659.934570
	Iteration 6F: 3 clusters Score -1.217712e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81195 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -12185070.000000 Penalty: 5659.934570
	Iteration 7F: 3 clusters Score -1.218507e+07 nChanged 5566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86761 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -12190736.000000 Penalty: 5659.934570
	Iteration 8F: 3 clusters Score -1.219074e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89187 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -12193079.000000 Penalty: 5659.934570
	Iteration 9Q: 3 clusters Score -1.219308e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89892 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -12193813.000000 Penalty: 5659.934570
	Iteration 10Q: 3 clusters Score -1.219381e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90049 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -12194044.000000 Penalty: 5659.934570
	Iteration 11Q: 3 clusters Score -1.219404e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90097 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -12194135.000000 Penalty: 5659.934570
	Iteration 12Q: 3 clusters Score -1.219414e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90119 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -12194194.000000 Penalty: 5659.934570
	Iteration 13Q: 3 clusters Score -1.219419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90126 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12194204.000000 Penalty: 5659.934570
	Iteration 14Q: 3 clusters Score -1.21942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90129 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -12194218.000000 Penalty: 5659.934570
	Iteration 15Q: 3 clusters Score -1.219422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90130 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12194224.000000 Penalty: 5659.934570
	Iteration 16Q: 3 clusters Score -1.219422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90130 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12194224.000000 Penalty: 5659.934570
	Iteration 17F: 3 clusters Score -1.219422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (72201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72201 members 
Entering Unmasked Estep 
Score: -9730611.000000 Penalty: 2774.427979
	Iteration 0F: 2 clusters Score -9730611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -9682230.000000 Penalty: 5548.855957
	Iteration 0F: 3 clusters Score -9682230 nChanged 33803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -9701134.000000 Penalty: 5548.855957
	Iteration 1F: 3 clusters Score -9701134 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -9701826.000000 Penalty: 5548.855957
	Iteration 2Q: 3 clusters Score -9701826 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -9702919.000000 Penalty: 5548.855957
	Iteration 3Q: 3 clusters Score -9702919 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -9704430.000000 Penalty: 5548.855957
	Iteration 4Q: 3 clusters Score -9704430 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -9707180.000000 Penalty: 5548.855957
	Iteration 5F: 3 clusters Score -9707180 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51838 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -9711742.000000 Penalty: 5548.855957
	Iteration 6F: 3 clusters Score -9711742 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57268 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -9717368.000000 Penalty: 5548.855957
	Iteration 7F: 3 clusters Score -9717368 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61888 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -9722267.000000 Penalty: 5548.855957
	Iteration 8F: 3 clusters Score -9722267 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65154 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -9725460.000000 Penalty: 5548.855957
	Iteration 9F: 3 clusters Score -9725460 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67120 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -9727321.000000 Penalty: 5548.855957
	Iteration 10Q: 3 clusters Score -9727321 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68260 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -9728217.000000 Penalty: 5548.855957
	Iteration 11Q: 3 clusters Score -9728217 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68905 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -9728623.000000 Penalty: 5548.855957
	Iteration 12Q: 3 clusters Score -9728623 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69295 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -9728855.000000 Penalty: 5548.855957
	Iteration 13Q: 3 clusters Score -9728855 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -9729034.000000 Penalty: 5548.855957
	Iteration 14Q: 3 clusters Score -9729034 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69771 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -9729134.000000 Penalty: 5548.855957
	Iteration 15Q: 3 clusters Score -9729134 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69923 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -9729200.000000 Penalty: 5548.855957
	Iteration 16Q: 3 clusters Score -9729200 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70032 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -9729262.000000 Penalty: 5548.855957
	Iteration 17Q: 3 clusters Score -9729262 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70119 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -9729297.000000 Penalty: 5548.855957
	Iteration 18Q: 3 clusters Score -9729297 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70181 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -9729329.000000 Penalty: 5548.855957
	Iteration 19Q: 3 clusters Score -9729329 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70228 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -9729341.000000 Penalty: 5548.855957
	Iteration 20F: 3 clusters Score -9729341 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70265 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -9729334.000000 Penalty: 5548.855957
	Iteration 21Q: 3 clusters Score -9729334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70298 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -9729353.000000 Penalty: 5548.855957
	Iteration 22Q: 3 clusters Score -9729353 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70334 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -9729351.000000 Penalty: 5548.855957
	Iteration 23Q: 3 clusters Score -9729351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70354 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -9729353.000000 Penalty: 5548.855957
	Iteration 24Q: 3 clusters Score -9729353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70374 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -9729344.000000 Penalty: 5548.855957
	Iteration 25Q: 3 clusters Score -9729344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70389 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -9729350.000000 Penalty: 5548.855957
	Iteration 26Q: 3 clusters Score -9729350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70405 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -9729346.000000 Penalty: 5548.855957
	Iteration 27Q: 3 clusters Score -9729346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70416 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -9729345.000000 Penalty: 5548.855957
	Iteration 28Q: 3 clusters Score -9729345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70422 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -9729354.000000 Penalty: 5548.855957
	Iteration 29Q: 3 clusters Score -9729354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70432 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -9729358.000000 Penalty: 5548.855957
	Iteration 30Q: 3 clusters Score -9729358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70436 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -9729357.000000 Penalty: 5548.855957
	Iteration 31Q: 3 clusters Score -9729357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70441 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -9729357.000000 Penalty: 5548.855957
	Iteration 32Q: 3 clusters Score -9729357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70446 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -9729366.000000 Penalty: 5548.855957
	Iteration 33Q: 3 clusters Score -9729366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70451 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -9729356.000000 Penalty: 5548.855957
	Iteration 34Q: 3 clusters Score -9729356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70452 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -9729358.000000 Penalty: 5548.855957
	Iteration 35Q: 3 clusters Score -9729358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70454 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -9729357.000000 Penalty: 5548.855957
	Iteration 36Q: 3 clusters Score -9729357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70456 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -9729360.000000 Penalty: 5548.855957
	Iteration 37Q: 3 clusters Score -9729360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70459 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -9729357.000000 Penalty: 5548.855957
	Iteration 38Q: 3 clusters Score -9729357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70462 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -9729357.000000 Penalty: 5548.855957
	Iteration 39Q: 3 clusters Score -9729357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70466 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -9729358.000000 Penalty: 5548.855957
	Iteration 40F: 3 clusters Score -9729358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70468 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -9729359.000000 Penalty: 5548.855957
	Iteration 41Q: 3 clusters Score -9729359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70468 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -9729359.000000 Penalty: 5548.855957
	Iteration 42F: 3 clusters Score -9729359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -41368.832031 Penalty: 1501.500977
	Iteration 0F: 2 clusters Score -41368.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40040.320312 Penalty: 3003.001953
	Iteration 0F: 3 clusters Score -40040.32 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40947.875000 Penalty: 3003.001953
	Iteration 1F: 3 clusters Score -40947.88 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41416.460938 Penalty: 3003.001953
	Iteration 2F: 3 clusters Score -41416.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41577.648438 Penalty: 3003.001953
	Iteration 3Q: 3 clusters Score -41577.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41682.238281 Penalty: 3003.001953
	Iteration 4Q: 3 clusters Score -41682.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41744.179688 Penalty: 3003.001953
	Iteration 5Q: 3 clusters Score -41744.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41772.957031 Penalty: 3003.001953
	Iteration 6Q: 3 clusters Score -41772.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41777.386719 Penalty: 3003.001953
	Iteration 7Q: 3 clusters Score -41777.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41777.386719 Penalty: 3003.001953
	Iteration 8F: 3 clusters Score -41777.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90597 members 
Mstep: Class 2 contains 7710 members 
Mstep: Class 3 contains 21663 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90324 members 
Mstep: Class 6 contains 72201 members 
Mstep: Class 7 contains 213 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164479 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 160094 members 
Mstep: Class 12 contains 97411 members 
Mstep: Class 13 contains 158117 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5350 members 
Mstep: Class 16 contains 2849 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174990 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161332 members 
Mstep: Class 22 contains 3877 members 
Mstep: Class 23 contains 158372 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 213 members 
Entering Unmasked Estep 
Score: -180438384.000000 Penalty: 87655.367188
Splitting cluster 7 changes total score from -180439680.000000 to -180438384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -71767.906250 Penalty: 1573.717773
	Iteration 0F: 2 clusters Score -71767.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70177.578125 Penalty: 3147.435547
	Iteration 0F: 3 clusters Score -70177.58 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -70367.515625 Penalty: 3147.435547
	Iteration 1F: 3 clusters Score -70367.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70419.007812 Penalty: 3147.435547
	Iteration 2Q: 3 clusters Score -70419.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70427.820312 Penalty: 3147.435547
	Iteration 3Q: 3 clusters Score -70427.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -70444.046875 Penalty: 3147.435547
	Iteration 4Q: 3 clusters Score -70444.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -70462.976562 Penalty: 3147.435547
	Iteration 5Q: 3 clusters Score -70462.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70480.992188 Penalty: 3147.435547
	Iteration 6Q: 3 clusters Score -70480.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70491.984375 Penalty: 3147.435547
	Iteration 7Q: 3 clusters Score -70491.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70506.125000 Penalty: 3147.435547
	Iteration 8Q: 3 clusters Score -70506.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70513.593750 Penalty: 3147.435547
	Iteration 9Q: 3 clusters Score -70513.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70518.554688 Penalty: 3147.435547
	Iteration 10Q: 3 clusters Score -70518.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70521.976562 Penalty: 3147.435547
	Iteration 11Q: 3 clusters Score -70521.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70527.476562 Penalty: 3147.435547
	Iteration 12Q: 3 clusters Score -70527.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -70531.062500 Penalty: 3147.435547
	Iteration 13Q: 3 clusters Score -70531.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70537.585938 Penalty: 3147.435547
	Iteration 14Q: 3 clusters Score -70537.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70541.296875 Penalty: 3147.435547
	Iteration 15Q: 3 clusters Score -70541.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70541.296875 Penalty: 3147.435547
	Iteration 16F: 3 clusters Score -70541.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (164479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164479 members 
Entering Unmasked Estep 
Score: -22005854.000000 Penalty: 2978.613525
	Iteration 0F: 2 clusters Score -2.200585e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82117 members 
Mstep: Class 2 contains 82362 members 
Entering Unmasked Estep 
Score: -21899592.000000 Penalty: 5957.227051
	Iteration 0F: 3 clusters Score -2.189959e+07 nChanged 78623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80586 members 
Mstep: Class 2 contains 83893 members 
Entering Unmasked Estep 
Score: -21945072.000000 Penalty: 5957.227051
	Iteration 1F: 3 clusters Score -2.194507e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79256 members 
Mstep: Class 2 contains 85223 members 
Entering Unmasked Estep 
Score: -21945916.000000 Penalty: 5957.227051
	Iteration 2Q: 3 clusters Score -2.194592e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77054 members 
Mstep: Class 2 contains 87425 members 
Entering Unmasked Estep 
Score: -21946946.000000 Penalty: 5957.227051
	Iteration 3Q: 3 clusters Score -2.194695e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73745 members 
Mstep: Class 2 contains 90734 members 
Entering Unmasked Estep 
Score: -21948490.000000 Penalty: 5957.227051
	Iteration 4Q: 3 clusters Score -2.194849e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68822 members 
Mstep: Class 2 contains 95657 members 
Entering Unmasked Estep 
Score: -21950644.000000 Penalty: 5957.227051
	Iteration 5Q: 3 clusters Score -2.195064e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61965 members 
Mstep: Class 2 contains 102514 members 
Entering Unmasked Estep 
Score: -21954414.000000 Penalty: 5957.227051
	Iteration 6F: 3 clusters Score -2.195441e+07 nChanged 10095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 111227 members 
Entering Unmasked Estep 
Score: -21959890.000000 Penalty: 5957.227051
	Iteration 7F: 3 clusters Score -2.195989e+07 nChanged 11376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 121635 members 
Entering Unmasked Estep 
Score: -21967586.000000 Penalty: 5957.227051
	Iteration 8F: 3 clusters Score -2.196759e+07 nChanged 11783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 132768 members 
Entering Unmasked Estep 
Score: -21976648.000000 Penalty: 5957.227051
	Iteration 9F: 3 clusters Score -2.197665e+07 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 143198 members 
Entering Unmasked Estep 
Score: -21986294.000000 Penalty: 5957.227051
	Iteration 10F: 3 clusters Score -2.198629e+07 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 151948 members 
Entering Unmasked Estep 
Score: -21995078.000000 Penalty: 5957.227051
	Iteration 11F: 3 clusters Score -2.199508e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 158293 members 
Entering Unmasked Estep 
Score: -22000522.000000 Penalty: 5957.227051
	Iteration 12Q: 3 clusters Score -2.200052e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 161860 members 
Entering Unmasked Estep 
Score: -22002510.000000 Penalty: 5957.227051
	Iteration 13Q: 3 clusters Score -2.200251e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 163306 members 
Entering Unmasked Estep 
Score: -22003062.000000 Penalty: 5957.227051
	Iteration 14Q: 3 clusters Score -2.200306e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 163831 members 
Entering Unmasked Estep 
Score: -22003190.000000 Penalty: 5957.227051
	Iteration 15Q: 3 clusters Score -2.200319e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 164014 members 
Entering Unmasked Estep 
Score: -22003256.000000 Penalty: 5957.227051
	Iteration 16Q: 3 clusters Score -2.200326e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 164092 members 
Entering Unmasked Estep 
Score: -22003278.000000 Penalty: 5957.227051
	Iteration 17Q: 3 clusters Score -2.200328e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 164123 members 
Entering Unmasked Estep 
Score: -22003312.000000 Penalty: 5957.227051
	Iteration 18Q: 3 clusters Score -2.200331e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 164147 members 
Entering Unmasked Estep 
Score: -22003368.000000 Penalty: 5957.227051
	Iteration 19Q: 3 clusters Score -2.200337e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 164166 members 
Entering Unmasked Estep 
Score: -22003382.000000 Penalty: 5957.227051
	Iteration 20F: 3 clusters Score -2.200338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 164170 members 
Entering Unmasked Estep 
Score: -22003384.000000 Penalty: 5957.227051
	Iteration 21Q: 3 clusters Score -2.200338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 164174 members 
Entering Unmasked Estep 
Score: -22003386.000000 Penalty: 5957.227051
	Iteration 22Q: 3 clusters Score -2.200339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 164174 members 
Entering Unmasked Estep 
Score: -22003390.000000 Penalty: 5957.227051
	Iteration 23Q: 3 clusters Score -2.200339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 164176 members 
Entering Unmasked Estep 
Score: -22003406.000000 Penalty: 5957.227051
	Iteration 24Q: 3 clusters Score -2.200341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 164176 members 
Entering Unmasked Estep 
Score: -22003406.000000 Penalty: 5957.227051
	Iteration 25F: 3 clusters Score -2.200341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Entering Unmasked Estep 
Score: -397059.437500 Penalty: 1985.413818
	Iteration 0F: 2 clusters Score -397059.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -393808.375000 Penalty: 3970.827637
	Iteration 0F: 3 clusters Score -393808.4 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -394492.187500 Penalty: 3970.827637
	Iteration 1F: 3 clusters Score -394492.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -394714.593750 Penalty: 3970.827637
	Iteration 2F: 3 clusters Score -394714.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -394976.062500 Penalty: 3970.827637
	Iteration 3F: 3 clusters Score -394976.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -395230.750000 Penalty: 3970.827637
	Iteration 4F: 3 clusters Score -395230.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -395423.062500 Penalty: 3970.827637
	Iteration 5F: 3 clusters Score -395423.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -395609.562500 Penalty: 3970.827637
	Iteration 6F: 3 clusters Score -395609.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -395792.093750 Penalty: 3970.827637
	Iteration 7F: 3 clusters Score -395792.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -395970.093750 Penalty: 3970.827637
	Iteration 8Q: 3 clusters Score -395970.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -396182.687500 Penalty: 3970.827637
	Iteration 9Q: 3 clusters Score -396182.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -396438.187500 Penalty: 3970.827637
	Iteration 10Q: 3 clusters Score -396438.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -396729.750000 Penalty: 3970.827637
	Iteration 11Q: 3 clusters Score -396729.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -397002.500000 Penalty: 3970.827637
	Iteration 12Q: 3 clusters Score -397002.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -397109.750000 Penalty: 3970.827637
	Iteration 13Q: 3 clusters Score -397109.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -397152.187500 Penalty: 3970.827637
	Iteration 14Q: 3 clusters Score -397152.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -397182.093750 Penalty: 3970.827637
	Iteration 15Q: 3 clusters Score -397182.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -397197.343750 Penalty: 3970.827637
	Iteration 16Q: 3 clusters Score -397197.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -397205.218750 Penalty: 3970.827637
	Iteration 17Q: 3 clusters Score -397205.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -397207.156250 Penalty: 3970.827637
	Iteration 18Q: 3 clusters Score -397207.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -397208.718750 Penalty: 3970.827637
	Iteration 19Q: 3 clusters Score -397208.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -397208.718750 Penalty: 3970.827637
	Iteration 20F: 3 clusters Score -397208.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90597 members 
Mstep: Class 2 contains 7710 members 
Mstep: Class 3 contains 21663 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90324 members 
Mstep: Class 6 contains 72201 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164479 members 
Mstep: Class 10 contains 929 members 
Mstep: Class 11 contains 160094 members 
Mstep: Class 12 contains 97411 members 
Mstep: Class 13 contains 158117 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5350 members 
Mstep: Class 16 contains 2849 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174990 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161332 members 
Mstep: Class 22 contains 3877 members 
Mstep: Class 23 contains 158372 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 2069 members 
Entering Unmasked Estep 
Score: -180437184.000000 Penalty: 87655.367188
Splitting cluster 10 changes total score from -180439680.000000 to -180437184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (160094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160094 members 
Entering Unmasked Estep 
Score: -21634512.000000 Penalty: 2971.912109
	Iteration 0F: 2 clusters Score -2.163451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79866 members 
Mstep: Class 2 contains 80228 members 
Entering Unmasked Estep 
Score: -21529302.000000 Penalty: 5943.824219
	Iteration 0F: 3 clusters Score -2.15293e+07 nChanged 76869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75769 members 
Mstep: Class 2 contains 84325 members 
Entering Unmasked Estep 
Score: -21573346.000000 Penalty: 5943.824219
	Iteration 1F: 3 clusters Score -2.157335e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73165 members 
Mstep: Class 2 contains 86929 members 
Entering Unmasked Estep 
Score: -21574558.000000 Penalty: 5943.824219
	Iteration 2Q: 3 clusters Score -2.157456e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69083 members 
Mstep: Class 2 contains 91011 members 
Entering Unmasked Estep 
Score: -21576478.000000 Penalty: 5943.824219
	Iteration 3Q: 3 clusters Score -2.157648e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62802 members 
Mstep: Class 2 contains 97292 members 
Entering Unmasked Estep 
Score: -21579720.000000 Penalty: 5943.824219
	Iteration 4Q: 3 clusters Score -2.157972e+07 nChanged 10027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 106339 members 
Entering Unmasked Estep 
Score: -21585648.000000 Penalty: 5943.824219
	Iteration 5F: 3 clusters Score -2.158565e+07 nChanged 12385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 118032 members 
Entering Unmasked Estep 
Score: -21594908.000000 Penalty: 5943.824219
	Iteration 6F: 3 clusters Score -2.159491e+07 nChanged 13490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 131100 members 
Entering Unmasked Estep 
Score: -21606758.000000 Penalty: 5943.824219
	Iteration 7F: 3 clusters Score -2.160676e+07 nChanged 12071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 142957 members 
Entering Unmasked Estep 
Score: -21618554.000000 Penalty: 5943.824219
	Iteration 8F: 3 clusters Score -2.161855e+07 nChanged 8448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 151299 members 
Entering Unmasked Estep 
Score: -21626456.000000 Penalty: 5943.824219
	Iteration 9F: 3 clusters Score -2.162646e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 156001 members 
Entering Unmasked Estep 
Score: -21629972.000000 Penalty: 5943.824219
	Iteration 10Q: 3 clusters Score -2.162997e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 158212 members 
Entering Unmasked Estep 
Score: -21631240.000000 Penalty: 5943.824219
	Iteration 11Q: 3 clusters Score -2.163124e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 159091 members 
Entering Unmasked Estep 
Score: -21631646.000000 Penalty: 5943.824219
	Iteration 12Q: 3 clusters Score -2.163165e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 159413 members 
Entering Unmasked Estep 
Score: -21631782.000000 Penalty: 5943.824219
	Iteration 13Q: 3 clusters Score -2.163178e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 159553 members 
Entering Unmasked Estep 
Score: -21631894.000000 Penalty: 5943.824219
	Iteration 14Q: 3 clusters Score -2.163189e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 159621 members 
Entering Unmasked Estep 
Score: -21631928.000000 Penalty: 5943.824219
	Iteration 15Q: 3 clusters Score -2.163193e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 159654 members 
Entering Unmasked Estep 
Score: -21631950.000000 Penalty: 5943.824219
	Iteration 16Q: 3 clusters Score -2.163195e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 159673 members 
Entering Unmasked Estep 
Score: -21631974.000000 Penalty: 5943.824219
	Iteration 17Q: 3 clusters Score -2.163197e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 159685 members 
Entering Unmasked Estep 
Score: -21631984.000000 Penalty: 5943.824219
	Iteration 18Q: 3 clusters Score -2.163198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 159694 members 
Entering Unmasked Estep 
Score: -21631984.000000 Penalty: 5943.824219
	Iteration 19Q: 3 clusters Score -2.163198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 159701 members 
Entering Unmasked Estep 
Score: -21631990.000000 Penalty: 5943.824219
	Iteration 20F: 3 clusters Score -2.163199e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 159702 members 
Entering Unmasked Estep 
Score: -21631988.000000 Penalty: 5943.824219
	Iteration 21Q: 3 clusters Score -2.163199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 159706 members 
Entering Unmasked Estep 
Score: -21632000.000000 Penalty: 5943.824219
	Iteration 22Q: 3 clusters Score -2.1632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 159709 members 
Entering Unmasked Estep 
Score: -21632002.000000 Penalty: 5943.824219
	Iteration 23Q: 3 clusters Score -2.1632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 159708 members 
Entering Unmasked Estep 
Score: -21632012.000000 Penalty: 5943.824219
	Iteration 24Q: 3 clusters Score -2.163201e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 159709 members 
Entering Unmasked Estep 
Score: -21632006.000000 Penalty: 5943.824219
	Iteration 25Q: 3 clusters Score -2.163201e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 159711 members 
Entering Unmasked Estep 
Score: -21632024.000000 Penalty: 5943.824219
	Iteration 26Q: 3 clusters Score -2.163202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 159713 members 
Entering Unmasked Estep 
Score: -21632022.000000 Penalty: 5943.824219
	Iteration 27Q: 3 clusters Score -2.163202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 159713 members 
Entering Unmasked Estep 
Score: -21632022.000000 Penalty: 5943.824219
	Iteration 28Q: 3 clusters Score -2.163202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 159714 members 
Entering Unmasked Estep 
Score: -21632016.000000 Penalty: 5943.824219
	Iteration 29Q: 3 clusters Score -2.163202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 159715 members 
Entering Unmasked Estep 
Score: -21632026.000000 Penalty: 5943.824219
	Iteration 30Q: 3 clusters Score -2.163203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 159715 members 
Entering Unmasked Estep 
Score: -21632026.000000 Penalty: 5943.824219
	Iteration 31F: 3 clusters Score -2.163203e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (97411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97411 members 
Entering Unmasked Estep 
Score: -12613764.000000 Penalty: 2848.700195
	Iteration 0F: 2 clusters Score -1.261376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48645 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -12549070.000000 Penalty: 5697.400391
	Iteration 0F: 3 clusters Score -1.254907e+07 nChanged 45872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -12574852.000000 Penalty: 5697.400391
	Iteration 1F: 3 clusters Score -1.257485e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -12575480.000000 Penalty: 5697.400391
	Iteration 2Q: 3 clusters Score -1.257548e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -12576276.000000 Penalty: 5697.400391
	Iteration 3Q: 3 clusters Score -1.257628e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -12577306.000000 Penalty: 5697.400391
	Iteration 4Q: 3 clusters Score -1.257731e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -12578812.000000 Penalty: 5697.400391
	Iteration 5Q: 3 clusters Score -1.257881e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 56861 members 
Entering Unmasked Estep 
Score: -12581088.000000 Penalty: 5697.400391
	Iteration 6F: 3 clusters Score -1.258109e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 60761 members 
Entering Unmasked Estep 
Score: -12584090.000000 Penalty: 5697.400391
	Iteration 7F: 3 clusters Score -1.258409e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 65264 members 
Entering Unmasked Estep 
Score: -12587549.000000 Penalty: 5697.400391
	Iteration 8F: 3 clusters Score -1.258755e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 69512 members 
Entering Unmasked Estep 
Score: -12590645.000000 Penalty: 5697.400391
	Iteration 9F: 3 clusters Score -1.259064e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 73192 members 
Entering Unmasked Estep 
Score: -12593025.000000 Penalty: 5697.400391
	Iteration 10F: 3 clusters Score -1.259302e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 76635 members 
Entering Unmasked Estep 
Score: -12595488.000000 Penalty: 5697.400391
	Iteration 11Q: 3 clusters Score -1.259549e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 80099 members 
Entering Unmasked Estep 
Score: -12598242.000000 Penalty: 5697.400391
	Iteration 12Q: 3 clusters Score -1.259824e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 83812 members 
Entering Unmasked Estep 
Score: -12601752.000000 Penalty: 5697.400391
	Iteration 13Q: 3 clusters Score -1.260175e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 87563 members 
Entering Unmasked Estep 
Score: -12605439.000000 Penalty: 5697.400391
	Iteration 14Q: 3 clusters Score -1.260544e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 90716 members 
Entering Unmasked Estep 
Score: -12608205.000000 Penalty: 5697.400391
	Iteration 15Q: 3 clusters Score -1.26082e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 92929 members 
Entering Unmasked Estep 
Score: -12609730.000000 Penalty: 5697.400391
	Iteration 16Q: 3 clusters Score -1.260973e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 94360 members 
Entering Unmasked Estep 
Score: -12610609.000000 Penalty: 5697.400391
	Iteration 17Q: 3 clusters Score -1.261061e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 95200 members 
Entering Unmasked Estep 
Score: -12611104.000000 Penalty: 5697.400391
	Iteration 18Q: 3 clusters Score -1.26111e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 95716 members 
Entering Unmasked Estep 
Score: -12611339.000000 Penalty: 5697.400391
	Iteration 19Q: 3 clusters Score -1.261134e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 96028 members 
Entering Unmasked Estep 
Score: -12611485.000000 Penalty: 5697.400391
	Iteration 20F: 3 clusters Score -1.261148e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 96233 members 
Entering Unmasked Estep 
Score: -12611626.000000 Penalty: 5697.400391
	Iteration 21Q: 3 clusters Score -1.261163e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 96370 members 
Entering Unmasked Estep 
Score: -12611690.000000 Penalty: 5697.400391
	Iteration 22Q: 3 clusters Score -1.261169e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 96479 members 
Entering Unmasked Estep 
Score: -12611736.000000 Penalty: 5697.400391
	Iteration 23Q: 3 clusters Score -1.261174e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 96543 members 
Entering Unmasked Estep 
Score: -12611767.000000 Penalty: 5697.400391
	Iteration 24Q: 3 clusters Score -1.261177e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 96599 members 
Entering Unmasked Estep 
Score: -12611794.000000 Penalty: 5697.400391
	Iteration 25Q: 3 clusters Score -1.261179e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 96632 members 
Entering Unmasked Estep 
Score: -12611827.000000 Penalty: 5697.400391
	Iteration 26Q: 3 clusters Score -1.261183e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 96658 members 
Entering Unmasked Estep 
Score: -12611835.000000 Penalty: 5697.400391
	Iteration 27Q: 3 clusters Score -1.261184e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 96677 members 
Entering Unmasked Estep 
Score: -12611850.000000 Penalty: 5697.400391
	Iteration 28Q: 3 clusters Score -1.261185e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 96694 members 
Entering Unmasked Estep 
Score: -12611851.000000 Penalty: 5697.400391
	Iteration 29Q: 3 clusters Score -1.261185e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 96708 members 
Entering Unmasked Estep 
Score: -12611889.000000 Penalty: 5697.400391
	Iteration 30Q: 3 clusters Score -1.261189e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 96718 members 
Entering Unmasked Estep 
Score: -12611894.000000 Penalty: 5697.400391
	Iteration 31Q: 3 clusters Score -1.261189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 96729 members 
Entering Unmasked Estep 
Score: -12611891.000000 Penalty: 5697.400391
	Iteration 32Q: 3 clusters Score -1.261189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 96740 members 
Entering Unmasked Estep 
Score: -12611888.000000 Penalty: 5697.400391
	Iteration 33Q: 3 clusters Score -1.261189e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 96750 members 
Entering Unmasked Estep 
Score: -12611899.000000 Penalty: 5697.400391
	Iteration 34Q: 3 clusters Score -1.26119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 96757 members 
Entering Unmasked Estep 
Score: -12611888.000000 Penalty: 5697.400391
	Iteration 35Q: 3 clusters Score -1.261189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 96766 members 
Entering Unmasked Estep 
Score: -12611900.000000 Penalty: 5697.400391
	Iteration 36Q: 3 clusters Score -1.26119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 96771 members 
Entering Unmasked Estep 
Score: -12611913.000000 Penalty: 5697.400391
	Iteration 37Q: 3 clusters Score -1.261191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 96775 members 
Entering Unmasked Estep 
Score: -12611917.000000 Penalty: 5697.400391
	Iteration 38Q: 3 clusters Score -1.261192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 96779 members 
Entering Unmasked Estep 
Score: -12611916.000000 Penalty: 5697.400391
	Iteration 39Q: 3 clusters Score -1.261192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 96782 members 
Entering Unmasked Estep 
Score: -12611919.000000 Penalty: 5697.400391
	Iteration 40F: 3 clusters Score -1.261192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 96786 members 
Entering Unmasked Estep 
Score: -12611921.000000 Penalty: 5697.400391
	Iteration 41Q: 3 clusters Score -1.261192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 96787 members 
Entering Unmasked Estep 
Score: -12611921.000000 Penalty: 5697.400391
	Iteration 42Q: 3 clusters Score -1.261192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 96791 members 
Entering Unmasked Estep 
Score: -12611935.000000 Penalty: 5697.400391
	Iteration 43Q: 3 clusters Score -1.261194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 96795 members 
Entering Unmasked Estep 
Score: -12611932.000000 Penalty: 5697.400391
	Iteration 44Q: 3 clusters Score -1.261193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 96800 members 
Entering Unmasked Estep 
Score: -12611938.000000 Penalty: 5697.400391
	Iteration 45Q: 3 clusters Score -1.261194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 96804 members 
Entering Unmasked Estep 
Score: -12611939.000000 Penalty: 5697.400391
	Iteration 46Q: 3 clusters Score -1.261194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 96806 members 
Entering Unmasked Estep 
Score: -12611938.000000 Penalty: 5697.400391
	Iteration 47Q: 3 clusters Score -1.261194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 96808 members 
Entering Unmasked Estep 
Score: -12611939.000000 Penalty: 5697.400391
	Iteration 48Q: 3 clusters Score -1.261194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 96812 members 
Entering Unmasked Estep 
Score: -12611940.000000 Penalty: 5697.400391
	Iteration 49Q: 3 clusters Score -1.261194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 96815 members 
Entering Unmasked Estep 
Score: -12611938.000000 Penalty: 5697.400391
	Iteration 50Q: 3 clusters Score -1.261194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 96815 members 
Entering Unmasked Estep 
Score: -12611938.000000 Penalty: 5697.400391
	Iteration 51F: 3 clusters Score -1.261194e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (158117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158117 members 
Entering Unmasked Estep 
Score: -21097960.000000 Penalty: 2968.830322
	Iteration 0F: 2 clusters Score -2.109796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79222 members 
Mstep: Class 2 contains 78895 members 
Entering Unmasked Estep 
Score: -20993362.000000 Penalty: 5937.660645
	Iteration 0F: 3 clusters Score -2.099336e+07 nChanged 75839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83811 members 
Mstep: Class 2 contains 74306 members 
Entering Unmasked Estep 
Score: -21037762.000000 Penalty: 5937.660645
	Iteration 1F: 3 clusters Score -2.103776e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86804 members 
Mstep: Class 2 contains 71313 members 
Entering Unmasked Estep 
Score: -21039078.000000 Penalty: 5937.660645
	Iteration 2Q: 3 clusters Score -2.103908e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91461 members 
Mstep: Class 2 contains 66656 members 
Entering Unmasked Estep 
Score: -21041242.000000 Penalty: 5937.660645
	Iteration 3Q: 3 clusters Score -2.104124e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98459 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -21045260.000000 Penalty: 5937.660645
	Iteration 4F: 3 clusters Score -2.104526e+07 nChanged 10606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108147 members 
Mstep: Class 2 contains 49970 members 
Entering Unmasked Estep 
Score: -21051884.000000 Penalty: 5937.660645
	Iteration 5F: 3 clusters Score -2.105188e+07 nChanged 12480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119971 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -21061490.000000 Penalty: 5937.660645
	Iteration 6F: 3 clusters Score -2.106149e+07 nChanged 13086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132637 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -21073454.000000 Penalty: 5937.660645
	Iteration 7F: 3 clusters Score -2.107345e+07 nChanged 11155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143472 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -21084396.000000 Penalty: 5937.660645
	Iteration 8F: 3 clusters Score -2.10844e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150565 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -21090922.000000 Penalty: 5937.660645
	Iteration 9Q: 3 clusters Score -2.109092e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154199 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -21094030.000000 Penalty: 5937.660645
	Iteration 10Q: 3 clusters Score -2.109403e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155797 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -21095208.000000 Penalty: 5937.660645
	Iteration 11Q: 3 clusters Score -2.109521e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156449 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -21095670.000000 Penalty: 5937.660645
	Iteration 12Q: 3 clusters Score -2.109567e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156700 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -21095924.000000 Penalty: 5937.660645
	Iteration 13Q: 3 clusters Score -2.109592e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156802 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -21096148.000000 Penalty: 5937.660645
	Iteration 14Q: 3 clusters Score -2.109615e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156803 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -21096282.000000 Penalty: 5937.660645
	Iteration 15Q: 3 clusters Score -2.109628e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156779 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -21096440.000000 Penalty: 5937.660645
	Iteration 16Q: 3 clusters Score -2.109644e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156727 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -21096532.000000 Penalty: 5937.660645
	Iteration 17Q: 3 clusters Score -2.109653e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156668 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -21096622.000000 Penalty: 5937.660645
	Iteration 18Q: 3 clusters Score -2.109662e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156613 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -21096660.000000 Penalty: 5937.660645
	Iteration 19Q: 3 clusters Score -2.109666e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156572 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -21096740.000000 Penalty: 5937.660645
	Iteration 20F: 3 clusters Score -2.109674e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156521 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -21096740.000000 Penalty: 5937.660645
	Iteration 21Q: 3 clusters Score -2.109674e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156468 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -21096762.000000 Penalty: 5937.660645
	Iteration 22Q: 3 clusters Score -2.109676e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156419 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -21096790.000000 Penalty: 5937.660645
	Iteration 23Q: 3 clusters Score -2.109679e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156378 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -21096798.000000 Penalty: 5937.660645
	Iteration 24Q: 3 clusters Score -2.10968e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156349 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -21096818.000000 Penalty: 5937.660645
	Iteration 25Q: 3 clusters Score -2.109682e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156333 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -21096804.000000 Penalty: 5937.660645
	Iteration 26Q: 3 clusters Score -2.10968e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156326 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -21096832.000000 Penalty: 5937.660645
	Iteration 27Q: 3 clusters Score -2.109683e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156315 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -21096812.000000 Penalty: 5937.660645
	Iteration 28Q: 3 clusters Score -2.109681e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156303 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -21096836.000000 Penalty: 5937.660645
	Iteration 29Q: 3 clusters Score -2.109684e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156292 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -21096838.000000 Penalty: 5937.660645
	Iteration 30Q: 3 clusters Score -2.109684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156281 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -21096836.000000 Penalty: 5937.660645
	Iteration 31Q: 3 clusters Score -2.109684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156270 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -21096842.000000 Penalty: 5937.660645
	Iteration 32Q: 3 clusters Score -2.109684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156261 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -21096840.000000 Penalty: 5937.660645
	Iteration 33Q: 3 clusters Score -2.109684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156252 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -21096848.000000 Penalty: 5937.660645
	Iteration 34Q: 3 clusters Score -2.109685e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156244 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -21096830.000000 Penalty: 5937.660645
	Iteration 35Q: 3 clusters Score -2.109683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156231 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -21096828.000000 Penalty: 5937.660645
	Iteration 36Q: 3 clusters Score -2.109683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156222 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -21096850.000000 Penalty: 5937.660645
	Iteration 37Q: 3 clusters Score -2.109685e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156210 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -21096824.000000 Penalty: 5937.660645
	Iteration 38Q: 3 clusters Score -2.109682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156198 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -21096846.000000 Penalty: 5937.660645
	Iteration 39Q: 3 clusters Score -2.109685e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156185 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -21096840.000000 Penalty: 5937.660645
	Iteration 40F: 3 clusters Score -2.109684e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156176 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -21096844.000000 Penalty: 5937.660645
	Iteration 41Q: 3 clusters Score -2.109684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156164 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -21096860.000000 Penalty: 5937.660645
	Iteration 42Q: 3 clusters Score -2.109686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156158 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -21096852.000000 Penalty: 5937.660645
	Iteration 43Q: 3 clusters Score -2.109685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156151 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -21096858.000000 Penalty: 5937.660645
	Iteration 44Q: 3 clusters Score -2.109686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156142 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -21096868.000000 Penalty: 5937.660645
	Iteration 45Q: 3 clusters Score -2.109687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156135 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -21096880.000000 Penalty: 5937.660645
	Iteration 46Q: 3 clusters Score -2.109688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156135 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -21096876.000000 Penalty: 5937.660645
	Iteration 47Q: 3 clusters Score -2.109688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156133 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -21096892.000000 Penalty: 5937.660645
	Iteration 48Q: 3 clusters Score -2.109689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156133 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -21096892.000000 Penalty: 5937.660645
	Iteration 49F: 3 clusters Score -2.109689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Entering Unmasked Estep 
Score: -627780.062500 Penalty: 2099.908447
	Iteration 0F: 2 clusters Score -627780.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -623393.125000 Penalty: 4199.816895
	Iteration 0F: 3 clusters Score -623393.1 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -624395.812500 Penalty: 4199.816895
	Iteration 1F: 3 clusters Score -624395.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -624580.500000 Penalty: 4199.816895
	Iteration 2F: 3 clusters Score -624580.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -624694.812500 Penalty: 4199.816895
	Iteration 3Q: 3 clusters Score -624694.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -624777.937500 Penalty: 4199.816895
	Iteration 4Q: 3 clusters Score -624777.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -624839.875000 Penalty: 4199.816895
	Iteration 5Q: 3 clusters Score -624839.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -624908.625000 Penalty: 4199.816895
	Iteration 6Q: 3 clusters Score -624908.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -624990.125000 Penalty: 4199.816895
	Iteration 7Q: 3 clusters Score -624990.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -625066.375000 Penalty: 4199.816895
	Iteration 8Q: 3 clusters Score -625066.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -625155.062500 Penalty: 4199.816895
	Iteration 9Q: 3 clusters Score -625155.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -625246.000000 Penalty: 4199.816895
	Iteration 10Q: 3 clusters Score -625246 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -625339.312500 Penalty: 4199.816895
	Iteration 11Q: 3 clusters Score -625339.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -625429.625000 Penalty: 4199.816895
	Iteration 12Q: 3 clusters Score -625429.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -625495.375000 Penalty: 4199.816895
	Iteration 13Q: 3 clusters Score -625495.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -625547.187500 Penalty: 4199.816895
	Iteration 14Q: 3 clusters Score -625547.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -625593.500000 Penalty: 4199.816895
	Iteration 15Q: 3 clusters Score -625593.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -625632.000000 Penalty: 4199.816895
	Iteration 16Q: 3 clusters Score -625632 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -625662.562500 Penalty: 4199.816895
	Iteration 17Q: 3 clusters Score -625662.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -625686.625000 Penalty: 4199.816895
	Iteration 18Q: 3 clusters Score -625686.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -625706.562500 Penalty: 4199.816895
	Iteration 19Q: 3 clusters Score -625706.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -625723.375000 Penalty: 4199.816895
	Iteration 20F: 3 clusters Score -625723.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -625735.875000 Penalty: 4199.816895
	Iteration 21Q: 3 clusters Score -625735.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -625748.937500 Penalty: 4199.816895
	Iteration 22Q: 3 clusters Score -625748.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -625757.437500 Penalty: 4199.816895
	Iteration 23Q: 3 clusters Score -625757.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -625763.812500 Penalty: 4199.816895
	Iteration 24Q: 3 clusters Score -625763.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -625770.562500 Penalty: 4199.816895
	Iteration 25Q: 3 clusters Score -625770.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -625778.500000 Penalty: 4199.816895
	Iteration 26Q: 3 clusters Score -625778.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -625786.937500 Penalty: 4199.816895
	Iteration 27Q: 3 clusters Score -625786.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -625797.375000 Penalty: 4199.816895
	Iteration 28Q: 3 clusters Score -625797.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -625803.687500 Penalty: 4199.816895
	Iteration 29Q: 3 clusters Score -625803.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -625809.562500 Penalty: 4199.816895
	Iteration 30Q: 3 clusters Score -625809.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -625816.062500 Penalty: 4199.816895
	Iteration 31Q: 3 clusters Score -625816.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -625823.812500 Penalty: 4199.816895
	Iteration 32Q: 3 clusters Score -625823.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -625830.625000 Penalty: 4199.816895
	Iteration 33Q: 3 clusters Score -625830.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -625837.812500 Penalty: 4199.816895
	Iteration 34Q: 3 clusters Score -625837.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -625845.125000 Penalty: 4199.816895
	Iteration 35Q: 3 clusters Score -625845.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -625853.375000 Penalty: 4199.816895
	Iteration 36Q: 3 clusters Score -625853.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -625857.312500 Penalty: 4199.816895
	Iteration 37Q: 3 clusters Score -625857.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -625864.750000 Penalty: 4199.816895
	Iteration 38Q: 3 clusters Score -625864.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -625866.625000 Penalty: 4199.816895
	Iteration 39Q: 3 clusters Score -625866.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -625870.937500 Penalty: 4199.816895
	Iteration 40F: 3 clusters Score -625870.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -625875.000000 Penalty: 4199.816895
	Iteration 41Q: 3 clusters Score -625875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -625880.625000 Penalty: 4199.816895
	Iteration 42Q: 3 clusters Score -625880.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -625885.250000 Penalty: 4199.816895
	Iteration 43Q: 3 clusters Score -625885.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -625887.687500 Penalty: 4199.816895
	Iteration 44Q: 3 clusters Score -625887.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -625888.500000 Penalty: 4199.816895
	Iteration 45Q: 3 clusters Score -625888.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -625890.562500 Penalty: 4199.816895
	Iteration 46Q: 3 clusters Score -625890.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -625892.062500 Penalty: 4199.816895
	Iteration 47Q: 3 clusters Score -625892.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -625893.437500 Penalty: 4199.816895
	Iteration 48Q: 3 clusters Score -625893.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -625893.062500 Penalty: 4199.816895
	Iteration 49Q: 3 clusters Score -625893.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -625893.875000 Penalty: 4199.816895
	Iteration 50Q: 3 clusters Score -625893.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -625894.000000 Penalty: 4199.816895
	Iteration 51Q: 3 clusters Score -625894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -625896.062500 Penalty: 4199.816895
	Iteration 52Q: 3 clusters Score -625896.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -625895.312500 Penalty: 4199.816895
	Iteration 53Q: 3 clusters Score -625895.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -625895.312500 Penalty: 4199.816895
	Iteration 54F: 3 clusters Score -625895.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Entering Unmasked Estep 
Score: -705990.125000 Penalty: 2129.043457
	Iteration 0F: 2 clusters Score -705990.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -701189.875000 Penalty: 4258.086914
	Iteration 0F: 3 clusters Score -701189.9 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -702479.812500 Penalty: 4258.086914
	Iteration 1F: 3 clusters Score -702479.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -702791.062500 Penalty: 4258.086914
	Iteration 2F: 3 clusters Score -702791.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -703024.062500 Penalty: 4258.086914
	Iteration 3F: 3 clusters Score -703024.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -703214.312500 Penalty: 4258.086914
	Iteration 4Q: 3 clusters Score -703214.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -703376.875000 Penalty: 4258.086914
	Iteration 5Q: 3 clusters Score -703376.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -703512.875000 Penalty: 4258.086914
	Iteration 6Q: 3 clusters Score -703512.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -703655.437500 Penalty: 4258.086914
	Iteration 7Q: 3 clusters Score -703655.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -703785.750000 Penalty: 4258.086914
	Iteration 8Q: 3 clusters Score -703785.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -703904.937500 Penalty: 4258.086914
	Iteration 9Q: 3 clusters Score -703904.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -704006.125000 Penalty: 4258.086914
	Iteration 10Q: 3 clusters Score -704006.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -704105.125000 Penalty: 4258.086914
	Iteration 11Q: 3 clusters Score -704105.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -704186.750000 Penalty: 4258.086914
	Iteration 12Q: 3 clusters Score -704186.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -704249.750000 Penalty: 4258.086914
	Iteration 13Q: 3 clusters Score -704249.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -704305.375000 Penalty: 4258.086914
	Iteration 14Q: 3 clusters Score -704305.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -704345.937500 Penalty: 4258.086914
	Iteration 15Q: 3 clusters Score -704345.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -704382.375000 Penalty: 4258.086914
	Iteration 16Q: 3 clusters Score -704382.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -704414.250000 Penalty: 4258.086914
	Iteration 17Q: 3 clusters Score -704414.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -704439.500000 Penalty: 4258.086914
	Iteration 18Q: 3 clusters Score -704439.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -704471.375000 Penalty: 4258.086914
	Iteration 19Q: 3 clusters Score -704471.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -704493.250000 Penalty: 4258.086914
	Iteration 20F: 3 clusters Score -704493.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -704506.812500 Penalty: 4258.086914
	Iteration 21Q: 3 clusters Score -704506.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -704518.000000 Penalty: 4258.086914
	Iteration 22Q: 3 clusters Score -704518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -704526.937500 Penalty: 4258.086914
	Iteration 23Q: 3 clusters Score -704526.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -704537.437500 Penalty: 4258.086914
	Iteration 24Q: 3 clusters Score -704537.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -704545.500000 Penalty: 4258.086914
	Iteration 25Q: 3 clusters Score -704545.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -704549.250000 Penalty: 4258.086914
	Iteration 26Q: 3 clusters Score -704549.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -704550.437500 Penalty: 4258.086914
	Iteration 27Q: 3 clusters Score -704550.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -704549.687500 Penalty: 4258.086914
	Iteration 28Q: 3 clusters Score -704549.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -704554.062500 Penalty: 4258.086914
	Iteration 29Q: 3 clusters Score -704554.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -704554.250000 Penalty: 4258.086914
	Iteration 30Q: 3 clusters Score -704554.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -704555.500000 Penalty: 4258.086914
	Iteration 31Q: 3 clusters Score -704555.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -704556.750000 Penalty: 4258.086914
	Iteration 32Q: 3 clusters Score -704556.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -704556.687500 Penalty: 4258.086914
	Iteration 33Q: 3 clusters Score -704556.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -704556.062500 Penalty: 4258.086914
	Iteration 34Q: 3 clusters Score -704556.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -704558.312500 Penalty: 4258.086914
	Iteration 35Q: 3 clusters Score -704558.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -704558.562500 Penalty: 4258.086914
	Iteration 36Q: 3 clusters Score -704558.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -704558.000000 Penalty: 4258.086914
	Iteration 37Q: 3 clusters Score -704558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -704557.500000 Penalty: 4258.086914
	Iteration 38Q: 3 clusters Score -704557.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -704557.500000 Penalty: 4258.086914
	Iteration 39F: 3 clusters Score -704557.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Entering Unmasked Estep 
Score: -375353.562500 Penalty: 1972.771362
	Iteration 0F: 2 clusters Score -375353.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -372223.718750 Penalty: 3945.542725
	Iteration 0F: 3 clusters Score -372223.7 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -372889.250000 Penalty: 3945.542725
	Iteration 1F: 3 clusters Score -372889.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -373049.562500 Penalty: 3945.542725
	Iteration 2F: 3 clusters Score -373049.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -373175.656250 Penalty: 3945.542725
	Iteration 3Q: 3 clusters Score -373175.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -373315.843750 Penalty: 3945.542725
	Iteration 4Q: 3 clusters Score -373315.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -373520.875000 Penalty: 3945.542725
	Iteration 5Q: 3 clusters Score -373520.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -373681.000000 Penalty: 3945.542725
	Iteration 6F: 3 clusters Score -373681 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -373874.156250 Penalty: 3945.542725
	Iteration 7F: 3 clusters Score -373874.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -374038.031250 Penalty: 3945.542725
	Iteration 8F: 3 clusters Score -374038 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -374219.437500 Penalty: 3945.542725
	Iteration 9Q: 3 clusters Score -374219.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -374425.125000 Penalty: 3945.542725
	Iteration 10Q: 3 clusters Score -374425.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -374589.718750 Penalty: 3945.542725
	Iteration 11Q: 3 clusters Score -374589.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -374672.843750 Penalty: 3945.542725
	Iteration 12Q: 3 clusters Score -374672.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -374718.125000 Penalty: 3945.542725
	Iteration 13Q: 3 clusters Score -374718.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -374754.187500 Penalty: 3945.542725
	Iteration 14Q: 3 clusters Score -374754.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -374779.437500 Penalty: 3945.542725
	Iteration 15Q: 3 clusters Score -374779.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -374809.218750 Penalty: 3945.542725
	Iteration 16Q: 3 clusters Score -374809.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -374833.406250 Penalty: 3945.542725
	Iteration 17Q: 3 clusters Score -374833.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -374849.718750 Penalty: 3945.542725
	Iteration 18Q: 3 clusters Score -374849.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -374867.593750 Penalty: 3945.542725
	Iteration 19Q: 3 clusters Score -374867.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -374877.718750 Penalty: 3945.542725
	Iteration 20F: 3 clusters Score -374877.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -374880.312500 Penalty: 3945.542725
	Iteration 21Q: 3 clusters Score -374880.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -374881.000000 Penalty: 3945.542725
	Iteration 22Q: 3 clusters Score -374881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -374881.000000 Penalty: 3945.542725
	Iteration 23F: 3 clusters Score -374881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -76112.257812 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -76112.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74487.312500 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -74487.31 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -74714.078125 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -74714.08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -74817.289062 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -74817.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74851.843750 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -74851.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74894.531250 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -74894.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74967.484375 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -74967.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -75118.726562 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -75118.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -75380.820312 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -75380.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -75474.554688 Penalty: 3197.863525
	Iteration 8F: 3 clusters Score -75474.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -75566.757812 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -75566.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -75657.328125 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -75657.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -75702.859375 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -75702.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -75727.953125 Penalty: 3197.863525
	Iteration 12Q: 3 clusters Score -75727.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -75740.687500 Penalty: 3197.863525
	Iteration 13Q: 3 clusters Score -75740.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -75742.648438 Penalty: 3197.863525
	Iteration 14Q: 3 clusters Score -75742.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -75747.351562 Penalty: 3197.863525
	Iteration 15Q: 3 clusters Score -75747.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -75750.929688 Penalty: 3197.863525
	Iteration 16Q: 3 clusters Score -75750.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -75750.929688 Penalty: 3197.863525
	Iteration 17F: 3 clusters Score -75750.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (174990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174990 members 
Entering Unmasked Estep 
Score: -23384376.000000 Penalty: 2993.976074
	Iteration 0F: 2 clusters Score -2.338438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87705 members 
Mstep: Class 2 contains 87285 members 
Entering Unmasked Estep 
Score: -23270750.000000 Penalty: 5987.952148
	Iteration 0F: 3 clusters Score -2.327075e+07 nChanged 83891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90976 members 
Mstep: Class 2 contains 84014 members 
Entering Unmasked Estep 
Score: -23319920.000000 Penalty: 5987.952148
	Iteration 1F: 3 clusters Score -2.331992e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93210 members 
Mstep: Class 2 contains 81780 members 
Entering Unmasked Estep 
Score: -23321242.000000 Penalty: 5987.952148
	Iteration 2Q: 3 clusters Score -2.332124e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96500 members 
Mstep: Class 2 contains 78490 members 
Entering Unmasked Estep 
Score: -23323202.000000 Penalty: 5987.952148
	Iteration 3Q: 3 clusters Score -2.33232e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101323 members 
Mstep: Class 2 contains 73667 members 
Entering Unmasked Estep 
Score: -23326276.000000 Penalty: 5987.952148
	Iteration 4Q: 3 clusters Score -2.332628e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108090 members 
Mstep: Class 2 contains 66900 members 
Entering Unmasked Estep 
Score: -23330938.000000 Penalty: 5987.952148
	Iteration 5Q: 3 clusters Score -2.333094e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116719 members 
Mstep: Class 2 contains 58271 members 
Entering Unmasked Estep 
Score: -23337624.000000 Penalty: 5987.952148
	Iteration 6F: 3 clusters Score -2.333762e+07 nChanged 11113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126966 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -23345840.000000 Penalty: 5987.952148
	Iteration 7F: 3 clusters Score -2.334584e+07 nChanged 11749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138191 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -23355276.000000 Penalty: 5987.952148
	Iteration 8F: 3 clusters Score -2.335528e+07 nChanged 10994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148879 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -23364344.000000 Penalty: 5987.952148
	Iteration 9F: 3 clusters Score -2.336434e+07 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158045 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -23371580.000000 Penalty: 5987.952148
	Iteration 10F: 3 clusters Score -2.337158e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165099 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -23376726.000000 Penalty: 5987.952148
	Iteration 11Q: 3 clusters Score -2.337673e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169817 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -23379568.000000 Penalty: 5987.952148
	Iteration 12Q: 3 clusters Score -2.337957e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172467 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -23380834.000000 Penalty: 5987.952148
	Iteration 13Q: 3 clusters Score -2.338083e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173717 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -23381466.000000 Penalty: 5987.952148
	Iteration 14Q: 3 clusters Score -2.338147e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174227 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -23381658.000000 Penalty: 5987.952148
	Iteration 15Q: 3 clusters Score -2.338166e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174430 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -23381764.000000 Penalty: 5987.952148
	Iteration 16Q: 3 clusters Score -2.338176e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174532 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -23381846.000000 Penalty: 5987.952148
	Iteration 17Q: 3 clusters Score -2.338185e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174588 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -23381834.000000 Penalty: 5987.952148
	Iteration 18Q: 3 clusters Score -2.338183e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174614 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -23381846.000000 Penalty: 5987.952148
	Iteration 19Q: 3 clusters Score -2.338185e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174628 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -23381860.000000 Penalty: 5987.952148
	Iteration 20F: 3 clusters Score -2.338186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174638 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -23381860.000000 Penalty: 5987.952148
	Iteration 21Q: 3 clusters Score -2.338186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174644 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -23381876.000000 Penalty: 5987.952148
	Iteration 22Q: 3 clusters Score -2.338188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174649 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -23381902.000000 Penalty: 5987.952148
	Iteration 23Q: 3 clusters Score -2.33819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174655 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -23381914.000000 Penalty: 5987.952148
	Iteration 24Q: 3 clusters Score -2.338191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174661 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -23381894.000000 Penalty: 5987.952148
	Iteration 25Q: 3 clusters Score -2.338189e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174665 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -23381904.000000 Penalty: 5987.952148
	Iteration 26Q: 3 clusters Score -2.33819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174670 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -23381910.000000 Penalty: 5987.952148
	Iteration 27Q: 3 clusters Score -2.338191e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174676 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -23381910.000000 Penalty: 5987.952148
	Iteration 28Q: 3 clusters Score -2.338191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174680 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -23381934.000000 Penalty: 5987.952148
	Iteration 29Q: 3 clusters Score -2.338193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174684 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -23381942.000000 Penalty: 5987.952148
	Iteration 30Q: 3 clusters Score -2.338194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174681 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23381930.000000 Penalty: 5987.952148
	Iteration 31Q: 3 clusters Score -2.338193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174682 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -23381946.000000 Penalty: 5987.952148
	Iteration 32Q: 3 clusters Score -2.338195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174679 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -23381948.000000 Penalty: 5987.952148
	Iteration 33Q: 3 clusters Score -2.338195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174680 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -23381954.000000 Penalty: 5987.952148
	Iteration 34Q: 3 clusters Score -2.338195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174680 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -23381954.000000 Penalty: 5987.952148
	Iteration 35F: 3 clusters Score -2.338195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -48214.523438 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -48214.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46757.636719 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -46757.64 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46956.640625 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -46956.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47070.382812 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -47070.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47147.347656 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -47147.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -47181.425781 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -47181.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47196.531250 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -47196.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47202.191406 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -47202.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47212.234375 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -47212.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47221.332031 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -47221.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47229.425781 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -47229.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47235.480469 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -47235.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47246.421875 Penalty: 2974.240234
	Iteration 11Q: 3 clusters Score -47246.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47278.699219 Penalty: 2974.240234
	Iteration 12Q: 3 clusters Score -47278.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47325.960938 Penalty: 2974.240234
	Iteration 13Q: 3 clusters Score -47325.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47492.300781 Penalty: 2974.240234
	Iteration 14Q: 3 clusters Score -47492.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47531.449219 Penalty: 2974.240234
	Iteration 15Q: 3 clusters Score -47531.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -47564.730469 Penalty: 2974.240234
	Iteration 16Q: 3 clusters Score -47564.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47585.671875 Penalty: 2974.240234
	Iteration 17Q: 3 clusters Score -47585.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47593.308594 Penalty: 2974.240234
	Iteration 18Q: 3 clusters Score -47593.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47599.531250 Penalty: 2974.240234
	Iteration 19Q: 3 clusters Score -47599.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47612.765625 Penalty: 2974.240234
	Iteration 20F: 3 clusters Score -47612.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47649.167969 Penalty: 2974.240234
	Iteration 21Q: 3 clusters Score -47649.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47659.937500 Penalty: 2974.240234
	Iteration 22Q: 3 clusters Score -47659.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47674.660156 Penalty: 2974.240234
	Iteration 23Q: 3 clusters Score -47674.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47684.902344 Penalty: 2974.240234
	Iteration 24Q: 3 clusters Score -47684.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47688.589844 Penalty: 2974.240234
	Iteration 25Q: 3 clusters Score -47688.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47700.660156 Penalty: 2974.240234
	Iteration 26Q: 3 clusters Score -47700.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47710.070312 Penalty: 2974.240234
	Iteration 27Q: 3 clusters Score -47710.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47715.191406 Penalty: 2974.240234
	Iteration 28Q: 3 clusters Score -47715.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47721.253906 Penalty: 2974.240234
	Iteration 29Q: 3 clusters Score -47721.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47729.320312 Penalty: 2974.240234
	Iteration 30Q: 3 clusters Score -47729.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47729.320312 Penalty: 2974.240234
	Iteration 31F: 3 clusters Score -47729.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -77982.890625 Penalty: 1598.144531
	Iteration 0F: 2 clusters Score -77982.89 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: -76336.429688 Penalty: 3196.289062
	Iteration 0F: 3 clusters Score -76336.43 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76504.539062 Penalty: 3196.289062
	Iteration 1F: 3 clusters Score -76504.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -76565.648438 Penalty: 3196.289062
	Iteration 2Q: 3 clusters Score -76565.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76603.078125 Penalty: 3196.289062
	Iteration 3Q: 3 clusters Score -76603.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -76615.578125 Penalty: 3196.289062
	Iteration 4Q: 3 clusters Score -76615.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -76619.265625 Penalty: 3196.289062
	Iteration 5Q: 3 clusters Score -76619.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -76622.718750 Penalty: 3196.289062
	Iteration 6Q: 3 clusters Score -76622.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -76626.835938 Penalty: 3196.289062
	Iteration 7Q: 3 clusters Score -76626.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76631.562500 Penalty: 3196.289062
	Iteration 8Q: 3 clusters Score -76631.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76631.562500 Penalty: 3196.289062
	Iteration 9F: 3 clusters Score -76631.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (161332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161332 members 
Entering Unmasked Estep 
Score: -21395978.000000 Penalty: 2973.822510
	Iteration 0F: 2 clusters Score -2.139598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80747 members 
Mstep: Class 2 contains 80585 members 
Entering Unmasked Estep 
Score: -21289880.000000 Penalty: 5947.645020
	Iteration 0F: 3 clusters Score -2.128988e+07 nChanged 77367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82936 members 
Mstep: Class 2 contains 78396 members 
Entering Unmasked Estep 
Score: -21334390.000000 Penalty: 5947.645020
	Iteration 1F: 3 clusters Score -2.133439e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84502 members 
Mstep: Class 2 contains 76830 members 
Entering Unmasked Estep 
Score: -21335234.000000 Penalty: 5947.645020
	Iteration 2Q: 3 clusters Score -2.133523e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86966 members 
Mstep: Class 2 contains 74366 members 
Entering Unmasked Estep 
Score: -21336446.000000 Penalty: 5947.645020
	Iteration 3Q: 3 clusters Score -2.133645e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90697 members 
Mstep: Class 2 contains 70635 members 
Entering Unmasked Estep 
Score: -21338138.000000 Penalty: 5947.645020
	Iteration 4Q: 3 clusters Score -2.133814e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96134 members 
Mstep: Class 2 contains 65198 members 
Entering Unmasked Estep 
Score: -21340626.000000 Penalty: 5947.645020
	Iteration 5Q: 3 clusters Score -2.134063e+07 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103789 members 
Mstep: Class 2 contains 57543 members 
Entering Unmasked Estep 
Score: -21344832.000000 Penalty: 5947.645020
	Iteration 6F: 3 clusters Score -2.134483e+07 nChanged 10743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113922 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -21351534.000000 Penalty: 5947.645020
	Iteration 7F: 3 clusters Score -2.135153e+07 nChanged 12648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126276 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -21361462.000000 Penalty: 5947.645020
	Iteration 8F: 3 clusters Score -2.136146e+07 nChanged 13300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139510 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -21373628.000000 Penalty: 5947.645020
	Iteration 9F: 3 clusters Score -2.137363e+07 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150314 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -21384908.000000 Penalty: 5947.645020
	Iteration 10F: 3 clusters Score -2.138491e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156923 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -21390984.000000 Penalty: 5947.645020
	Iteration 11Q: 3 clusters Score -2.139098e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159735 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -21393000.000000 Penalty: 5947.645020
	Iteration 12Q: 3 clusters Score -2.1393e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160580 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -21393374.000000 Penalty: 5947.645020
	Iteration 13Q: 3 clusters Score -2.139337e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160865 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -21393496.000000 Penalty: 5947.645020
	Iteration 14Q: 3 clusters Score -2.13935e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160955 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -21393556.000000 Penalty: 5947.645020
	Iteration 15Q: 3 clusters Score -2.139356e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160987 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -21393620.000000 Penalty: 5947.645020
	Iteration 16Q: 3 clusters Score -2.139362e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161004 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -21393616.000000 Penalty: 5947.645020
	Iteration 17Q: 3 clusters Score -2.139362e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161008 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -21393612.000000 Penalty: 5947.645020
	Iteration 18Q: 3 clusters Score -2.139361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161010 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -21393616.000000 Penalty: 5947.645020
	Iteration 19Q: 3 clusters Score -2.139362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161017 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -21393626.000000 Penalty: 5947.645020
	Iteration 20F: 3 clusters Score -2.139363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161023 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -21393616.000000 Penalty: 5947.645020
	Iteration 21Q: 3 clusters Score -2.139362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161027 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -21393636.000000 Penalty: 5947.645020
	Iteration 22Q: 3 clusters Score -2.139364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161030 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -21393636.000000 Penalty: 5947.645020
	Iteration 23Q: 3 clusters Score -2.139364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161031 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -21393646.000000 Penalty: 5947.645020
	Iteration 24Q: 3 clusters Score -2.139365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161031 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -21393646.000000 Penalty: 5947.645020
	Iteration 25F: 3 clusters Score -2.139365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Entering Unmasked Estep 
Score: -511701.093750 Penalty: 2049.178711
	Iteration 0F: 2 clusters Score -511701.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -507844.562500 Penalty: 4098.357422
	Iteration 0F: 3 clusters Score -507844.6 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -508685.093750 Penalty: 4098.357422
	Iteration 1F: 3 clusters Score -508685.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -508911.843750 Penalty: 4098.357422
	Iteration 2F: 3 clusters Score -508911.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -509062.250000 Penalty: 4098.357422
	Iteration 3F: 3 clusters Score -509062.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -509153.656250 Penalty: 4098.357422
	Iteration 4Q: 3 clusters Score -509153.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -509217.687500 Penalty: 4098.357422
	Iteration 5Q: 3 clusters Score -509217.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -509270.625000 Penalty: 4098.357422
	Iteration 6Q: 3 clusters Score -509270.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -509321.093750 Penalty: 4098.357422
	Iteration 7Q: 3 clusters Score -509321.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -509359.125000 Penalty: 4098.357422
	Iteration 8Q: 3 clusters Score -509359.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -509387.906250 Penalty: 4098.357422
	Iteration 9Q: 3 clusters Score -509387.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -509419.531250 Penalty: 4098.357422
	Iteration 10Q: 3 clusters Score -509419.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -509447.312500 Penalty: 4098.357422
	Iteration 11Q: 3 clusters Score -509447.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -509468.593750 Penalty: 4098.357422
	Iteration 12Q: 3 clusters Score -509468.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -509494.593750 Penalty: 4098.357422
	Iteration 13Q: 3 clusters Score -509494.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -509515.437500 Penalty: 4098.357422
	Iteration 14Q: 3 clusters Score -509515.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -509541.468750 Penalty: 4098.357422
	Iteration 15Q: 3 clusters Score -509541.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -509568.625000 Penalty: 4098.357422
	Iteration 16Q: 3 clusters Score -509568.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -509595.062500 Penalty: 4098.357422
	Iteration 17Q: 3 clusters Score -509595.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -509618.625000 Penalty: 4098.357422
	Iteration 18Q: 3 clusters Score -509618.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -509634.312500 Penalty: 4098.357422
	Iteration 19Q: 3 clusters Score -509634.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -509651.750000 Penalty: 4098.357422
	Iteration 20F: 3 clusters Score -509651.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -509668.687500 Penalty: 4098.357422
	Iteration 21Q: 3 clusters Score -509668.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -509688.250000 Penalty: 4098.357422
	Iteration 22Q: 3 clusters Score -509688.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -509709.468750 Penalty: 4098.357422
	Iteration 23Q: 3 clusters Score -509709.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -509730.156250 Penalty: 4098.357422
	Iteration 24Q: 3 clusters Score -509730.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -509751.218750 Penalty: 4098.357422
	Iteration 25Q: 3 clusters Score -509751.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -509774.031250 Penalty: 4098.357422
	Iteration 26Q: 3 clusters Score -509774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -509795.687500 Penalty: 4098.357422
	Iteration 27Q: 3 clusters Score -509795.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -509815.875000 Penalty: 4098.357422
	Iteration 28Q: 3 clusters Score -509815.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -509835.968750 Penalty: 4098.357422
	Iteration 29Q: 3 clusters Score -509836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -509852.750000 Penalty: 4098.357422
	Iteration 30Q: 3 clusters Score -509852.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -509863.437500 Penalty: 4098.357422
	Iteration 31Q: 3 clusters Score -509863.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -509873.500000 Penalty: 4098.357422
	Iteration 32Q: 3 clusters Score -509873.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -509883.375000 Penalty: 4098.357422
	Iteration 33Q: 3 clusters Score -509883.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -509892.281250 Penalty: 4098.357422
	Iteration 34Q: 3 clusters Score -509892.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -509903.437500 Penalty: 4098.357422
	Iteration 35Q: 3 clusters Score -509903.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -509917.625000 Penalty: 4098.357422
	Iteration 36Q: 3 clusters Score -509917.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -509932.031250 Penalty: 4098.357422
	Iteration 37Q: 3 clusters Score -509932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -509941.937500 Penalty: 4098.357422
	Iteration 38Q: 3 clusters Score -509941.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -509952.125000 Penalty: 4098.357422
	Iteration 39Q: 3 clusters Score -509952.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -509966.781250 Penalty: 4098.357422
	Iteration 40F: 3 clusters Score -509966.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -509977.156250 Penalty: 4098.357422
	Iteration 41Q: 3 clusters Score -509977.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -509987.531250 Penalty: 4098.357422
	Iteration 42Q: 3 clusters Score -509987.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -509993.093750 Penalty: 4098.357422
	Iteration 43Q: 3 clusters Score -509993.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -510001.218750 Penalty: 4098.357422
	Iteration 44Q: 3 clusters Score -510001.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -510008.250000 Penalty: 4098.357422
	Iteration 45Q: 3 clusters Score -510008.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -510012.375000 Penalty: 4098.357422
	Iteration 46Q: 3 clusters Score -510012.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -510021.156250 Penalty: 4098.357422
	Iteration 47Q: 3 clusters Score -510021.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -510037.593750 Penalty: 4098.357422
	Iteration 48Q: 3 clusters Score -510037.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -510054.093750 Penalty: 4098.357422
	Iteration 49Q: 3 clusters Score -510054.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -510064.937500 Penalty: 4098.357422
	Iteration 50Q: 3 clusters Score -510064.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -510070.500000 Penalty: 4098.357422
	Iteration 51Q: 3 clusters Score -510070.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -510072.593750 Penalty: 4098.357422
	Iteration 52Q: 3 clusters Score -510072.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -510072.750000 Penalty: 4098.357422
	Iteration 53Q: 3 clusters Score -510072.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -510072.750000 Penalty: 4098.357422
	Iteration 54F: 3 clusters Score -510072.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (158372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158372 members 
Entering Unmasked Estep 
Score: -21030846.000000 Penalty: 2969.229980
	Iteration 0F: 2 clusters Score -2.103085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79178 members 
Mstep: Class 2 contains 79194 members 
Entering Unmasked Estep 
Score: -20927226.000000 Penalty: 5938.459961
	Iteration 0F: 3 clusters Score -2.092723e+07 nChanged 75714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79374 members 
Mstep: Class 2 contains 78998 members 
Entering Unmasked Estep 
Score: -20971014.000000 Penalty: 5938.459961
	Iteration 1F: 3 clusters Score -2.097101e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79402 members 
Mstep: Class 2 contains 78970 members 
Entering Unmasked Estep 
Score: -20972084.000000 Penalty: 5938.459961
	Iteration 2Q: 3 clusters Score -2.097208e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79393 members 
Mstep: Class 2 contains 78979 members 
Entering Unmasked Estep 
Score: -20973356.000000 Penalty: 5938.459961
	Iteration 3Q: 3 clusters Score -2.097336e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79363 members 
Mstep: Class 2 contains 79009 members 
Entering Unmasked Estep 
Score: -20974904.000000 Penalty: 5938.459961
	Iteration 4Q: 3 clusters Score -2.09749e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79455 members 
Mstep: Class 2 contains 78917 members 
Entering Unmasked Estep 
Score: -20976994.000000 Penalty: 5938.459961
	Iteration 5Q: 3 clusters Score -2.097699e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79663 members 
Mstep: Class 2 contains 78709 members 
Entering Unmasked Estep 
Score: -20980486.000000 Penalty: 5938.459961
	Iteration 6Q: 3 clusters Score -2.098049e+07 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80076 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -20984964.000000 Penalty: 5938.459961
	Iteration 7F: 3 clusters Score -2.098496e+07 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80564 members 
Mstep: Class 2 contains 77808 members 
Entering Unmasked Estep 
Score: -20990930.000000 Penalty: 5938.459961
	Iteration 8F: 3 clusters Score -2.099093e+07 nChanged 9771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81089 members 
Mstep: Class 2 contains 77283 members 
Entering Unmasked Estep 
Score: -20997654.000000 Penalty: 5938.459961
	Iteration 9F: 3 clusters Score -2.099765e+07 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81388 members 
Mstep: Class 2 contains 76984 members 
Entering Unmasked Estep 
Score: -21003376.000000 Penalty: 5938.459961
	Iteration 10F: 3 clusters Score -2.100338e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81615 members 
Mstep: Class 2 contains 76757 members 
Entering Unmasked Estep 
Score: -21006754.000000 Penalty: 5938.459961
	Iteration 11Q: 3 clusters Score -2.100675e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81782 members 
Mstep: Class 2 contains 76590 members 
Entering Unmasked Estep 
Score: -21008136.000000 Penalty: 5938.459961
	Iteration 12Q: 3 clusters Score -2.100814e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81728 members 
Mstep: Class 2 contains 76644 members 
Entering Unmasked Estep 
Score: -21008828.000000 Penalty: 5938.459961
	Iteration 13Q: 3 clusters Score -2.100883e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81635 members 
Mstep: Class 2 contains 76737 members 
Entering Unmasked Estep 
Score: -21009652.000000 Penalty: 5938.459961
	Iteration 14Q: 3 clusters Score -2.100965e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81463 members 
Mstep: Class 2 contains 76909 members 
Entering Unmasked Estep 
Score: -21010460.000000 Penalty: 5938.459961
	Iteration 15Q: 3 clusters Score -2.101046e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81072 members 
Mstep: Class 2 contains 77300 members 
Entering Unmasked Estep 
Score: -21011308.000000 Penalty: 5938.459961
	Iteration 16Q: 3 clusters Score -2.101131e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80554 members 
Mstep: Class 2 contains 77818 members 
Entering Unmasked Estep 
Score: -21012126.000000 Penalty: 5938.459961
	Iteration 17Q: 3 clusters Score -2.101213e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79917 members 
Mstep: Class 2 contains 78455 members 
Entering Unmasked Estep 
Score: -21012822.000000 Penalty: 5938.459961
	Iteration 18Q: 3 clusters Score -2.101282e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79045 members 
Mstep: Class 2 contains 79327 members 
Entering Unmasked Estep 
Score: -21013574.000000 Penalty: 5938.459961
	Iteration 19Q: 3 clusters Score -2.101357e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78029 members 
Mstep: Class 2 contains 80343 members 
Entering Unmasked Estep 
Score: -21014414.000000 Penalty: 5938.459961
	Iteration 20F: 3 clusters Score -2.101441e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76878 members 
Mstep: Class 2 contains 81494 members 
Entering Unmasked Estep 
Score: -21015080.000000 Penalty: 5938.459961
	Iteration 21Q: 3 clusters Score -2.101508e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75705 members 
Mstep: Class 2 contains 82667 members 
Entering Unmasked Estep 
Score: -21015628.000000 Penalty: 5938.459961
	Iteration 22Q: 3 clusters Score -2.101563e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74545 members 
Mstep: Class 2 contains 83827 members 
Entering Unmasked Estep 
Score: -21016182.000000 Penalty: 5938.459961
	Iteration 23Q: 3 clusters Score -2.101618e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73341 members 
Mstep: Class 2 contains 85031 members 
Entering Unmasked Estep 
Score: -21016612.000000 Penalty: 5938.459961
	Iteration 24Q: 3 clusters Score -2.101661e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72188 members 
Mstep: Class 2 contains 86184 members 
Entering Unmasked Estep 
Score: -21016944.000000 Penalty: 5938.459961
	Iteration 25Q: 3 clusters Score -2.101694e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71116 members 
Mstep: Class 2 contains 87256 members 
Entering Unmasked Estep 
Score: -21017174.000000 Penalty: 5938.459961
	Iteration 26Q: 3 clusters Score -2.101717e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70169 members 
Mstep: Class 2 contains 88203 members 
Entering Unmasked Estep 
Score: -21017280.000000 Penalty: 5938.459961
	Iteration 27Q: 3 clusters Score -2.101728e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69187 members 
Mstep: Class 2 contains 89185 members 
Entering Unmasked Estep 
Score: -21017382.000000 Penalty: 5938.459961
	Iteration 28Q: 3 clusters Score -2.101738e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68250 members 
Mstep: Class 2 contains 90122 members 
Entering Unmasked Estep 
Score: -21017602.000000 Penalty: 5938.459961
	Iteration 29Q: 3 clusters Score -2.10176e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67321 members 
Mstep: Class 2 contains 91051 members 
Entering Unmasked Estep 
Score: -21017640.000000 Penalty: 5938.459961
	Iteration 30Q: 3 clusters Score -2.101764e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66361 members 
Mstep: Class 2 contains 92011 members 
Entering Unmasked Estep 
Score: -21017728.000000 Penalty: 5938.459961
	Iteration 31Q: 3 clusters Score -2.101773e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 92946 members 
Entering Unmasked Estep 
Score: -21017916.000000 Penalty: 5938.459961
	Iteration 32Q: 3 clusters Score -2.101792e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64546 members 
Mstep: Class 2 contains 93826 members 
Entering Unmasked Estep 
Score: -21017970.000000 Penalty: 5938.459961
	Iteration 33Q: 3 clusters Score -2.101797e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63697 members 
Mstep: Class 2 contains 94675 members 
Entering Unmasked Estep 
Score: -21018132.000000 Penalty: 5938.459961
	Iteration 34Q: 3 clusters Score -2.101813e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62865 members 
Mstep: Class 2 contains 95507 members 
Entering Unmasked Estep 
Score: -21018262.000000 Penalty: 5938.459961
	Iteration 35Q: 3 clusters Score -2.101826e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62035 members 
Mstep: Class 2 contains 96337 members 
Entering Unmasked Estep 
Score: -21018374.000000 Penalty: 5938.459961
	Iteration 36Q: 3 clusters Score -2.101837e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61284 members 
Mstep: Class 2 contains 97088 members 
Entering Unmasked Estep 
Score: -21018404.000000 Penalty: 5938.459961
	Iteration 37Q: 3 clusters Score -2.10184e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60517 members 
Mstep: Class 2 contains 97855 members 
Entering Unmasked Estep 
Score: -21018456.000000 Penalty: 5938.459961
	Iteration 38Q: 3 clusters Score -2.101846e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59794 members 
Mstep: Class 2 contains 98578 members 
Entering Unmasked Estep 
Score: -21018530.000000 Penalty: 5938.459961
	Iteration 39Q: 3 clusters Score -2.101853e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 99222 members 
Entering Unmasked Estep 
Score: -21018586.000000 Penalty: 5938.459961
	Iteration 40F: 3 clusters Score -2.101859e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 99828 members 
Entering Unmasked Estep 
Score: -21018578.000000 Penalty: 5938.459961
	Iteration 41Q: 3 clusters Score -2.101858e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 100426 members 
Entering Unmasked Estep 
Score: -21018634.000000 Penalty: 5938.459961
	Iteration 42Q: 3 clusters Score -2.101863e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57322 members 
Mstep: Class 2 contains 101050 members 
Entering Unmasked Estep 
Score: -21018686.000000 Penalty: 5938.459961
	Iteration 43Q: 3 clusters Score -2.101869e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 101685 members 
Entering Unmasked Estep 
Score: -21018744.000000 Penalty: 5938.459961
	Iteration 44Q: 3 clusters Score -2.101874e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 102282 members 
Entering Unmasked Estep 
Score: -21018822.000000 Penalty: 5938.459961
	Iteration 45Q: 3 clusters Score -2.101882e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 102869 members 
Entering Unmasked Estep 
Score: -21018840.000000 Penalty: 5938.459961
	Iteration 46Q: 3 clusters Score -2.101884e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 103434 members 
Entering Unmasked Estep 
Score: -21018818.000000 Penalty: 5938.459961
	Iteration 47Q: 3 clusters Score -2.101882e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 104004 members 
Entering Unmasked Estep 
Score: -21018902.000000 Penalty: 5938.459961
	Iteration 48Q: 3 clusters Score -2.10189e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 104544 members 
Entering Unmasked Estep 
Score: -21018912.000000 Penalty: 5938.459961
	Iteration 49Q: 3 clusters Score -2.101891e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53310 members 
Mstep: Class 2 contains 105062 members 
Entering Unmasked Estep 
Score: -21018924.000000 Penalty: 5938.459961
	Iteration 50Q: 3 clusters Score -2.101892e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 105546 members 
Entering Unmasked Estep 
Score: -21018902.000000 Penalty: 5938.459961
	Iteration 51Q: 3 clusters Score -2.10189e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52350 members 
Mstep: Class 2 contains 106022 members 
Entering Unmasked Estep 
Score: -21018926.000000 Penalty: 5938.459961
	Iteration 52Q: 3 clusters Score -2.101893e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 106509 members 
Entering Unmasked Estep 
Score: -21018934.000000 Penalty: 5938.459961
	Iteration 53Q: 3 clusters Score -2.101893e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51418 members 
Mstep: Class 2 contains 106954 members 
Entering Unmasked Estep 
Score: -21018970.000000 Penalty: 5938.459961
	Iteration 54Q: 3 clusters Score -2.101897e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 107371 members 
Entering Unmasked Estep 
Score: -21019012.000000 Penalty: 5938.459961
	Iteration 55Q: 3 clusters Score -2.101901e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 107746 members 
Entering Unmasked Estep 
Score: -21019050.000000 Penalty: 5938.459961
	Iteration 56Q: 3 clusters Score -2.101905e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 108091 members 
Entering Unmasked Estep 
Score: -21019052.000000 Penalty: 5938.459961
	Iteration 57Q: 3 clusters Score -2.101905e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 108498 members 
Entering Unmasked Estep 
Score: -21019034.000000 Penalty: 5938.459961
	Iteration 58Q: 3 clusters Score -2.101903e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 108907 members 
Entering Unmasked Estep 
Score: -21019048.000000 Penalty: 5938.459961
	Iteration 59Q: 3 clusters Score -2.101905e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49039 members 
Mstep: Class 2 contains 109333 members 
Entering Unmasked Estep 
Score: -21019068.000000 Penalty: 5938.459961
	Iteration 60F: 3 clusters Score -2.101907e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 109757 members 
Entering Unmasked Estep 
Score: -21019062.000000 Penalty: 5938.459961
	Iteration 61Q: 3 clusters Score -2.101906e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 110204 members 
Entering Unmasked Estep 
Score: -21019124.000000 Penalty: 5938.459961
	Iteration 62Q: 3 clusters Score -2.101912e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 110625 members 
Entering Unmasked Estep 
Score: -21019180.000000 Penalty: 5938.459961
	Iteration 63Q: 3 clusters Score -2.101918e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 111037 members 
Entering Unmasked Estep 
Score: -21019152.000000 Penalty: 5938.459961
	Iteration 64Q: 3 clusters Score -2.101915e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 111458 members 
Entering Unmasked Estep 
Score: -21019162.000000 Penalty: 5938.459961
	Iteration 65Q: 3 clusters Score -2.101916e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 111921 members 
Entering Unmasked Estep 
Score: -21019200.000000 Penalty: 5938.459961
	Iteration 66Q: 3 clusters Score -2.10192e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 112379 members 
Entering Unmasked Estep 
Score: -21019220.000000 Penalty: 5938.459961
	Iteration 67Q: 3 clusters Score -2.101922e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 112819 members 
Entering Unmasked Estep 
Score: -21019230.000000 Penalty: 5938.459961
	Iteration 68Q: 3 clusters Score -2.101923e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 113263 members 
Entering Unmasked Estep 
Score: -21019252.000000 Penalty: 5938.459961
	Iteration 69Q: 3 clusters Score -2.101925e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 113724 members 
Entering Unmasked Estep 
Score: -21019338.000000 Penalty: 5938.459961
	Iteration 70Q: 3 clusters Score -2.101934e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 114150 members 
Entering Unmasked Estep 
Score: -21019418.000000 Penalty: 5938.459961
	Iteration 71Q: 3 clusters Score -2.101942e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 114575 members 
Entering Unmasked Estep 
Score: -21019452.000000 Penalty: 5938.459961
	Iteration 72Q: 3 clusters Score -2.101945e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 114997 members 
Entering Unmasked Estep 
Score: -21019456.000000 Penalty: 5938.459961
	Iteration 73Q: 3 clusters Score -2.101946e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 115417 members 
Entering Unmasked Estep 
Score: -21019542.000000 Penalty: 5938.459961
	Iteration 74Q: 3 clusters Score -2.101954e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 115849 members 
Entering Unmasked Estep 
Score: -21019550.000000 Penalty: 5938.459961
	Iteration 75Q: 3 clusters Score -2.101955e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 116283 members 
Entering Unmasked Estep 
Score: -21019560.000000 Penalty: 5938.459961
	Iteration 76Q: 3 clusters Score -2.101956e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 116694 members 
Entering Unmasked Estep 
Score: -21019538.000000 Penalty: 5938.459961
	Iteration 77Q: 3 clusters Score -2.101954e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 117106 members 
Entering Unmasked Estep 
Score: -21019584.000000 Penalty: 5938.459961
	Iteration 78Q: 3 clusters Score -2.101958e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 117522 members 
Entering Unmasked Estep 
Score: -21019678.000000 Penalty: 5938.459961
	Iteration 79Q: 3 clusters Score -2.101968e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 117966 members 
Entering Unmasked Estep 
Score: -21019722.000000 Penalty: 5938.459961
	Iteration 80F: 3 clusters Score -2.101972e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 118451 members 
Entering Unmasked Estep 
Score: -21019760.000000 Penalty: 5938.459961
	Iteration 81Q: 3 clusters Score -2.101976e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 118953 members 
Entering Unmasked Estep 
Score: -21019792.000000 Penalty: 5938.459961
	Iteration 82Q: 3 clusters Score -2.101979e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 119519 members 
Entering Unmasked Estep 
Score: -21019782.000000 Penalty: 5938.459961
	Iteration 83Q: 3 clusters Score -2.101978e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 120106 members 
Entering Unmasked Estep 
Score: -21019828.000000 Penalty: 5938.459961
	Iteration 84Q: 3 clusters Score -2.101983e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 120732 members 
Entering Unmasked Estep 
Score: -21019886.000000 Penalty: 5938.459961
	Iteration 85Q: 3 clusters Score -2.101989e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 121311 members 
Entering Unmasked Estep 
Score: -21019962.000000 Penalty: 5938.459961
	Iteration 86Q: 3 clusters Score -2.101996e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 121883 members 
Entering Unmasked Estep 
Score: -21020054.000000 Penalty: 5938.459961
	Iteration 87Q: 3 clusters Score -2.102005e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 122420 members 
Entering Unmasked Estep 
Score: -21020084.000000 Penalty: 5938.459961
	Iteration 88Q: 3 clusters Score -2.102008e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 122987 members 
Entering Unmasked Estep 
Score: -21020116.000000 Penalty: 5938.459961
	Iteration 89Q: 3 clusters Score -2.102012e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 123544 members 
Entering Unmasked Estep 
Score: -21020188.000000 Penalty: 5938.459961
	Iteration 90Q: 3 clusters Score -2.102019e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 124120 members 
Entering Unmasked Estep 
Score: -21020232.000000 Penalty: 5938.459961
	Iteration 91Q: 3 clusters Score -2.102023e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 124696 members 
Entering Unmasked Estep 
Score: -21020256.000000 Penalty: 5938.459961
	Iteration 92Q: 3 clusters Score -2.102026e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 125303 members 
Entering Unmasked Estep 
Score: -21020290.000000 Penalty: 5938.459961
	Iteration 93Q: 3 clusters Score -2.102029e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 125926 members 
Entering Unmasked Estep 
Score: -21020372.000000 Penalty: 5938.459961
	Iteration 94Q: 3 clusters Score -2.102037e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 126523 members 
Entering Unmasked Estep 
Score: -21020438.000000 Penalty: 5938.459961
	Iteration 95Q: 3 clusters Score -2.102044e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 127145 members 
Entering Unmasked Estep 
Score: -21020510.000000 Penalty: 5938.459961
	Iteration 96Q: 3 clusters Score -2.102051e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 127823 members 
Entering Unmasked Estep 
Score: -21020632.000000 Penalty: 5938.459961
	Iteration 97Q: 3 clusters Score -2.102063e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 128518 members 
Entering Unmasked Estep 
Score: -21020758.000000 Penalty: 5938.459961
	Iteration 98Q: 3 clusters Score -2.102076e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 129260 members 
Entering Unmasked Estep 
Score: -21020864.000000 Penalty: 5938.459961
	Iteration 99Q: 3 clusters Score -2.102086e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 130006 members 
Entering Unmasked Estep 
Score: -21020908.000000 Penalty: 5938.459961
	Iteration 100F: 3 clusters Score -2.102091e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 130757 members 
Entering Unmasked Estep 
Score: -21020948.000000 Penalty: 5938.459961
	Iteration 101Q: 3 clusters Score -2.102095e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 131558 members 
Entering Unmasked Estep 
Score: -21021066.000000 Penalty: 5938.459961
	Iteration 102Q: 3 clusters Score -2.102107e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 132470 members 
Entering Unmasked Estep 
Score: -21021288.000000 Penalty: 5938.459961
	Iteration 103Q: 3 clusters Score -2.102129e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 133426 members 
Entering Unmasked Estep 
Score: -21021404.000000 Penalty: 5938.459961
	Iteration 104Q: 3 clusters Score -2.10214e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 134380 members 
Entering Unmasked Estep 
Score: -21021568.000000 Penalty: 5938.459961
	Iteration 105Q: 3 clusters Score -2.102157e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 135381 members 
Entering Unmasked Estep 
Score: -21021720.000000 Penalty: 5938.459961
	Iteration 106Q: 3 clusters Score -2.102172e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 136456 members 
Entering Unmasked Estep 
Score: -21021954.000000 Penalty: 5938.459961
	Iteration 107Q: 3 clusters Score -2.102195e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 137552 members 
Entering Unmasked Estep 
Score: -21022196.000000 Penalty: 5938.459961
	Iteration 108Q: 3 clusters Score -2.10222e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 138662 members 
Entering Unmasked Estep 
Score: -21022392.000000 Penalty: 5938.459961
	Iteration 109Q: 3 clusters Score -2.102239e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 139799 members 
Entering Unmasked Estep 
Score: -21022654.000000 Penalty: 5938.459961
	Iteration 110Q: 3 clusters Score -2.102265e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 140931 members 
Entering Unmasked Estep 
Score: -21023038.000000 Penalty: 5938.459961
	Iteration 111Q: 3 clusters Score -2.102304e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 142157 members 
Entering Unmasked Estep 
Score: -21023492.000000 Penalty: 5938.459961
	Iteration 112Q: 3 clusters Score -2.102349e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 143392 members 
Entering Unmasked Estep 
Score: -21023916.000000 Penalty: 5938.459961
	Iteration 113Q: 3 clusters Score -2.102392e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 144643 members 
Entering Unmasked Estep 
Score: -21024242.000000 Penalty: 5938.459961
	Iteration 114Q: 3 clusters Score -2.102424e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 145928 members 
Entering Unmasked Estep 
Score: -21024592.000000 Penalty: 5938.459961
	Iteration 115Q: 3 clusters Score -2.102459e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 147210 members 
Entering Unmasked Estep 
Score: -21025158.000000 Penalty: 5938.459961
	Iteration 116Q: 3 clusters Score -2.102516e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 148458 members 
Entering Unmasked Estep 
Score: -21025732.000000 Penalty: 5938.459961
	Iteration 117Q: 3 clusters Score -2.102573e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 149663 members 
Entering Unmasked Estep 
Score: -21026124.000000 Penalty: 5938.459961
	Iteration 118Q: 3 clusters Score -2.102612e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 150801 members 
Entering Unmasked Estep 
Score: -21026626.000000 Penalty: 5938.459961
	Iteration 119Q: 3 clusters Score -2.102663e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 151860 members 
Entering Unmasked Estep 
Score: -21027002.000000 Penalty: 5938.459961
	Iteration 120F: 3 clusters Score -2.1027e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 152790 members 
Entering Unmasked Estep 
Score: -21027310.000000 Penalty: 5938.459961
	Iteration 121Q: 3 clusters Score -2.102731e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 153573 members 
Entering Unmasked Estep 
Score: -21027592.000000 Penalty: 5938.459961
	Iteration 122Q: 3 clusters Score -2.102759e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 154215 members 
Entering Unmasked Estep 
Score: -21027862.000000 Penalty: 5938.459961
	Iteration 123Q: 3 clusters Score -2.102786e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 154712 members 
Entering Unmasked Estep 
Score: -21028038.000000 Penalty: 5938.459961
	Iteration 124Q: 3 clusters Score -2.102804e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 155102 members 
Entering Unmasked Estep 
Score: -21028216.000000 Penalty: 5938.459961
	Iteration 125Q: 3 clusters Score -2.102822e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 155400 members 
Entering Unmasked Estep 
Score: -21028262.000000 Penalty: 5938.459961
	Iteration 126Q: 3 clusters Score -2.102826e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 155643 members 
Entering Unmasked Estep 
Score: -21028314.000000 Penalty: 5938.459961
	Iteration 127Q: 3 clusters Score -2.102831e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 155834 members 
Entering Unmasked Estep 
Score: -21028388.000000 Penalty: 5938.459961
	Iteration 128Q: 3 clusters Score -2.102839e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 155991 members 
Entering Unmasked Estep 
Score: -21028416.000000 Penalty: 5938.459961
	Iteration 129Q: 3 clusters Score -2.102842e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 156127 members 
Entering Unmasked Estep 
Score: -21028440.000000 Penalty: 5938.459961
	Iteration 130Q: 3 clusters Score -2.102844e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 156244 members 
Entering Unmasked Estep 
Score: -21028456.000000 Penalty: 5938.459961
	Iteration 131Q: 3 clusters Score -2.102846e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 156337 members 
Entering Unmasked Estep 
Score: -21028462.000000 Penalty: 5938.459961
	Iteration 132Q: 3 clusters Score -2.102846e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 156415 members 
Entering Unmasked Estep 
Score: -21028474.000000 Penalty: 5938.459961
	Iteration 133Q: 3 clusters Score -2.102847e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 156485 members 
Entering Unmasked Estep 
Score: -21028492.000000 Penalty: 5938.459961
	Iteration 134Q: 3 clusters Score -2.102849e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 156541 members 
Entering Unmasked Estep 
Score: -21028520.000000 Penalty: 5938.459961
	Iteration 135Q: 3 clusters Score -2.102852e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 156605 members 
Entering Unmasked Estep 
Score: -21028528.000000 Penalty: 5938.459961
	Iteration 136Q: 3 clusters Score -2.102853e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 156656 members 
Entering Unmasked Estep 
Score: -21028560.000000 Penalty: 5938.459961
	Iteration 137Q: 3 clusters Score -2.102856e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 156706 members 
Entering Unmasked Estep 
Score: -21028528.000000 Penalty: 5938.459961
	Iteration 138Q: 3 clusters Score -2.102853e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 156747 members 
Entering Unmasked Estep 
Score: -21028524.000000 Penalty: 5938.459961
	Iteration 139Q: 3 clusters Score -2.102852e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 156767 members 
Entering Unmasked Estep 
Score: -21028542.000000 Penalty: 5938.459961
	Iteration 140F: 3 clusters Score -2.102854e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 156794 members 
Entering Unmasked Estep 
Score: -21028522.000000 Penalty: 5938.459961
	Iteration 141Q: 3 clusters Score -2.102852e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 156817 members 
Entering Unmasked Estep 
Score: -21028548.000000 Penalty: 5938.459961
	Iteration 142Q: 3 clusters Score -2.102855e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 156841 members 
Entering Unmasked Estep 
Score: -21028540.000000 Penalty: 5938.459961
	Iteration 143Q: 3 clusters Score -2.102854e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 156865 members 
Entering Unmasked Estep 
Score: -21028534.000000 Penalty: 5938.459961
	Iteration 144Q: 3 clusters Score -2.102853e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 156884 members 
Entering Unmasked Estep 
Score: -21028546.000000 Penalty: 5938.459961
	Iteration 145Q: 3 clusters Score -2.102855e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 156900 members 
Entering Unmasked Estep 
Score: -21028568.000000 Penalty: 5938.459961
	Iteration 146Q: 3 clusters Score -2.102857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 156913 members 
Entering Unmasked Estep 
Score: -21028580.000000 Penalty: 5938.459961
	Iteration 147Q: 3 clusters Score -2.102858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 156923 members 
Entering Unmasked Estep 
Score: -21028578.000000 Penalty: 5938.459961
	Iteration 148Q: 3 clusters Score -2.102858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 156934 members 
Entering Unmasked Estep 
Score: -21028588.000000 Penalty: 5938.459961
	Iteration 149Q: 3 clusters Score -2.102859e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 156945 members 
Entering Unmasked Estep 
Score: -21028578.000000 Penalty: 5938.459961
	Iteration 150Q: 3 clusters Score -2.102858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 156957 members 
Entering Unmasked Estep 
Score: -21028596.000000 Penalty: 5938.459961
	Iteration 151Q: 3 clusters Score -2.10286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 156962 members 
Entering Unmasked Estep 
Score: -21028582.000000 Penalty: 5938.459961
	Iteration 152Q: 3 clusters Score -2.102858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 156970 members 
Entering Unmasked Estep 
Score: -21028580.000000 Penalty: 5938.459961
	Iteration 153Q: 3 clusters Score -2.102858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 156977 members 
Entering Unmasked Estep 
Score: -21028564.000000 Penalty: 5938.459961
	Iteration 154Q: 3 clusters Score -2.102856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 156984 members 
Entering Unmasked Estep 
Score: -21028578.000000 Penalty: 5938.459961
	Iteration 155Q: 3 clusters Score -2.102858e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 156990 members 
Entering Unmasked Estep 
Score: -21028578.000000 Penalty: 5938.459961
	Iteration 156Q: 3 clusters Score -2.102858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 156997 members 
Entering Unmasked Estep 
Score: -21028580.000000 Penalty: 5938.459961
	Iteration 157Q: 3 clusters Score -2.102858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 157001 members 
Entering Unmasked Estep 
Score: -21028572.000000 Penalty: 5938.459961
	Iteration 158Q: 3 clusters Score -2.102857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 157007 members 
Entering Unmasked Estep 
Score: -21028562.000000 Penalty: 5938.459961
	Iteration 159Q: 3 clusters Score -2.102856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 157012 members 
Entering Unmasked Estep 
Score: -21028564.000000 Penalty: 5938.459961
	Iteration 160F: 3 clusters Score -2.102856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 157017 members 
Entering Unmasked Estep 
Score: -21028550.000000 Penalty: 5938.459961
	Iteration 161Q: 3 clusters Score -2.102855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 157021 members 
Entering Unmasked Estep 
Score: -21028570.000000 Penalty: 5938.459961
	Iteration 162Q: 3 clusters Score -2.102857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 157025 members 
Entering Unmasked Estep 
Score: -21028572.000000 Penalty: 5938.459961
	Iteration 163Q: 3 clusters Score -2.102857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 157029 members 
Entering Unmasked Estep 
Score: -21028584.000000 Penalty: 5938.459961
	Iteration 164Q: 3 clusters Score -2.102858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 157033 members 
Entering Unmasked Estep 
Score: -21028580.000000 Penalty: 5938.459961
	Iteration 165Q: 3 clusters Score -2.102858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 157033 members 
Entering Unmasked Estep 
Score: -21028580.000000 Penalty: 5938.459961
	Iteration 166F: 3 clusters Score -2.102858e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -46941.703125 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -46941.7 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 178 members 
Entering Unmasked Estep 
Score: -45562.855469 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -45562.86 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45681.269531 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -45681.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45721.082031 Penalty: 2947.628662
	Iteration 2Q: 3 clusters Score -45721.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45737.296875 Penalty: 2947.628662
	Iteration 3Q: 3 clusters Score -45737.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45744.335938 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -45744.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -45748.062500 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -45748.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45753.058594 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -45753.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -45753.058594 Penalty: 2947.628662
	Iteration 7F: 3 clusters Score -45753.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90597 members 
Mstep: Class 2 contains 7710 members 
Mstep: Class 3 contains 21663 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90324 members 
Mstep: Class 6 contains 72201 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164479 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 160094 members 
Mstep: Class 12 contains 97411 members 
Mstep: Class 13 contains 158117 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5350 members 
Mstep: Class 16 contains 2849 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174990 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161332 members 
Mstep: Class 22 contains 3877 members 
Mstep: Class 23 contains 158372 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439792.000000 Penalty: 84149.148438
Iteration 239Q: 25 clusters Score -1.804398e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90567 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 21770 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90399 members 
Mstep: Class 6 contains 72193 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164480 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 160055 members 
Mstep: Class 12 contains 97350 members 
Mstep: Class 13 contains 158115 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5349 members 
Mstep: Class 16 contains 2853 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174977 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161356 members 
Mstep: Class 22 contains 3867 members 
Mstep: Class 23 contains 158339 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439632.000000 Penalty: 84149.148438
Iteration 240F: 25 clusters Score -1.804396e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90530 members 
Mstep: Class 2 contains 7677 members 
Mstep: Class 3 contains 21904 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90442 members 
Mstep: Class 6 contains 72168 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164478 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 160010 members 
Mstep: Class 12 contains 97277 members 
Mstep: Class 13 contains 158125 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5348 members 
Mstep: Class 16 contains 2853 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174989 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161389 members 
Mstep: Class 22 contains 3866 members 
Mstep: Class 23 contains 158310 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439872.000000 Penalty: 84149.148438
Iteration 241Q: 25 clusters Score -1.804399e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90496 members 
Mstep: Class 2 contains 7650 members 
Mstep: Class 3 contains 22014 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90483 members 
Mstep: Class 6 contains 72144 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164482 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159966 members 
Mstep: Class 12 contains 97223 members 
Mstep: Class 13 contains 158133 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5348 members 
Mstep: Class 16 contains 2855 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175010 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161402 members 
Mstep: Class 22 contains 3864 members 
Mstep: Class 23 contains 158296 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439760.000000 Penalty: 84149.148438
Iteration 242Q: 25 clusters Score -1.804398e+08 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90466 members 
Mstep: Class 2 contains 7625 members 
Mstep: Class 3 contains 22130 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90501 members 
Mstep: Class 6 contains 72127 members 
Mstep: Class 7 contains 426 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164482 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159977 members 
Mstep: Class 12 contains 97161 members 
Mstep: Class 13 contains 158125 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5348 members 
Mstep: Class 16 contains 2858 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175008 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161411 members 
Mstep: Class 22 contains 3860 members 
Mstep: Class 23 contains 158289 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439744.000000 Penalty: 84149.148438
Iteration 243Q: 25 clusters Score -1.804397e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90429 members 
Mstep: Class 2 contains 7603 members 
Mstep: Class 3 contains 22232 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90532 members 
Mstep: Class 6 contains 72108 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164481 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159975 members 
Mstep: Class 12 contains 97116 members 
Mstep: Class 13 contains 158118 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5348 members 
Mstep: Class 16 contains 2862 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174994 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161438 members 
Mstep: Class 22 contains 3861 members 
Mstep: Class 23 contains 158271 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439648.000000 Penalty: 84149.148438
Iteration 244Q: 25 clusters Score -1.804396e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90394 members 
Mstep: Class 2 contains 7578 members 
Mstep: Class 3 contains 22355 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90567 members 
Mstep: Class 6 contains 72097 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164472 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 159961 members 
Mstep: Class 12 contains 97081 members 
Mstep: Class 13 contains 158100 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5348 members 
Mstep: Class 16 contains 2867 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174975 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161440 members 
Mstep: Class 22 contains 3860 members 
Mstep: Class 23 contains 158272 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439312.000000 Penalty: 84149.148438
Iteration 245Q: 25 clusters Score -1.804393e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90341 members 
Mstep: Class 2 contains 7559 members 
Mstep: Class 3 contains 22465 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90617 members 
Mstep: Class 6 contains 72076 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164469 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 159944 members 
Mstep: Class 12 contains 97019 members 
Mstep: Class 13 contains 158079 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5349 members 
Mstep: Class 16 contains 2877 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174987 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161444 members 
Mstep: Class 22 contains 3861 members 
Mstep: Class 23 contains 158280 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439168.000000 Penalty: 84149.148438
Iteration 246Q: 25 clusters Score -1.804392e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90288 members 
Mstep: Class 2 contains 7546 members 
Mstep: Class 3 contains 22586 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90665 members 
Mstep: Class 6 contains 72067 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164454 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 159924 members 
Mstep: Class 12 contains 96949 members 
Mstep: Class 13 contains 158033 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5351 members 
Mstep: Class 16 contains 2883 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175036 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161441 members 
Mstep: Class 22 contains 3861 members 
Mstep: Class 23 contains 158283 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439328.000000 Penalty: 84149.148438
Iteration 247Q: 25 clusters Score -1.804393e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90256 members 
Mstep: Class 2 contains 7533 members 
Mstep: Class 3 contains 22694 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90722 members 
Mstep: Class 6 contains 72052 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164462 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 159912 members 
Mstep: Class 12 contains 96894 members 
Mstep: Class 13 contains 157986 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5352 members 
Mstep: Class 16 contains 2883 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175055 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161424 members 
Mstep: Class 22 contains 3859 members 
Mstep: Class 23 contains 158283 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439312.000000 Penalty: 84149.148438
Iteration 248Q: 25 clusters Score -1.804393e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90240 members 
Mstep: Class 2 contains 7519 members 
Mstep: Class 3 contains 22786 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90791 members 
Mstep: Class 6 contains 72036 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164479 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 159888 members 
Mstep: Class 12 contains 96868 members 
Mstep: Class 13 contains 157933 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5353 members 
Mstep: Class 16 contains 2882 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175031 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161416 members 
Mstep: Class 22 contains 3857 members 
Mstep: Class 23 contains 158288 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439184.000000 Penalty: 84149.148438
Iteration 249Q: 25 clusters Score -1.804392e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90229 members 
Mstep: Class 2 contains 7509 members 
Mstep: Class 3 contains 22884 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90823 members 
Mstep: Class 6 contains 72009 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164500 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 159877 members 
Mstep: Class 12 contains 96830 members 
Mstep: Class 13 contains 157865 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5355 members 
Mstep: Class 16 contains 2881 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175029 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161424 members 
Mstep: Class 22 contains 3856 members 
Mstep: Class 23 contains 158296 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438960.000000 Penalty: 84149.148438
Iteration 250Q: 25 clusters Score -1.80439e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90206 members 
Mstep: Class 2 contains 7501 members 
Mstep: Class 3 contains 22975 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90854 members 
Mstep: Class 6 contains 71986 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164490 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159883 members 
Mstep: Class 12 contains 96792 members 
Mstep: Class 13 contains 157842 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5355 members 
Mstep: Class 16 contains 2882 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175033 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161420 members 
Mstep: Class 22 contains 3854 members 
Mstep: Class 23 contains 158293 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438864.000000 Penalty: 84149.148438
Iteration 251Q: 25 clusters Score -1.804389e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90176 members 
Mstep: Class 2 contains 7495 members 
Mstep: Class 3 contains 23076 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90899 members 
Mstep: Class 6 contains 71971 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164486 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159863 members 
Mstep: Class 12 contains 96757 members 
Mstep: Class 13 contains 157791 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5355 members 
Mstep: Class 16 contains 2882 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175033 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161450 members 
Mstep: Class 22 contains 3852 members 
Mstep: Class 23 contains 158280 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438768.000000 Penalty: 84149.148438
Iteration 252Q: 25 clusters Score -1.804388e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90147 members 
Mstep: Class 2 contains 7492 members 
Mstep: Class 3 contains 23176 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90944 members 
Mstep: Class 6 contains 71954 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164486 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159868 members 
Mstep: Class 12 contains 96712 members 
Mstep: Class 13 contains 157742 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5356 members 
Mstep: Class 16 contains 2882 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175047 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161458 members 
Mstep: Class 22 contains 3850 members 
Mstep: Class 23 contains 158252 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438736.000000 Penalty: 84149.148438
Iteration 253Q: 25 clusters Score -1.804387e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90110 members 
Mstep: Class 2 contains 7489 members 
Mstep: Class 3 contains 23289 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90994 members 
Mstep: Class 6 contains 71938 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164495 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159879 members 
Mstep: Class 12 contains 96680 members 
Mstep: Class 13 contains 157686 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5356 members 
Mstep: Class 16 contains 2883 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175027 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161452 members 
Mstep: Class 22 contains 3848 members 
Mstep: Class 23 contains 158240 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438992.000000 Penalty: 84149.148438
Iteration 254Q: 25 clusters Score -1.80439e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90058 members 
Mstep: Class 2 contains 7487 members 
Mstep: Class 3 contains 23373 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91034 members 
Mstep: Class 6 contains 71907 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164518 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159917 members 
Mstep: Class 12 contains 96647 members 
Mstep: Class 13 contains 157655 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5357 members 
Mstep: Class 16 contains 2887 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 175007 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161462 members 
Mstep: Class 22 contains 3845 members 
Mstep: Class 23 contains 158212 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439056.000000 Penalty: 84149.148438
Iteration 255Q: 25 clusters Score -1.804391e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 90011 members 
Mstep: Class 2 contains 7484 members 
Mstep: Class 3 contains 23482 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91098 members 
Mstep: Class 6 contains 71879 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164535 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159961 members 
Mstep: Class 12 contains 96617 members 
Mstep: Class 13 contains 157607 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 16 contains 2892 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174942 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161462 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 158197 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438960.000000 Penalty: 84149.148438
Iteration 256Q: 25 clusters Score -1.80439e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89972 members 
Mstep: Class 2 contains 7480 members 
Mstep: Class 3 contains 23594 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91125 members 
Mstep: Class 6 contains 71849 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164549 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159969 members 
Mstep: Class 12 contains 96576 members 
Mstep: Class 13 contains 157561 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 2892 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174924 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161488 members 
Mstep: Class 22 contains 3839 members 
Mstep: Class 23 contains 158189 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438736.000000 Penalty: 84149.148438
Iteration 257Q: 25 clusters Score -1.804387e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89960 members 
Mstep: Class 2 contains 7475 members 
Mstep: Class 3 contains 23715 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91159 members 
Mstep: Class 6 contains 71831 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164531 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159957 members 
Mstep: Class 12 contains 96530 members 
Mstep: Class 13 contains 157513 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 2893 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174908 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161515 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 158179 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438576.000000 Penalty: 84149.148438
Iteration 258Q: 25 clusters Score -1.804386e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89942 members 
Mstep: Class 2 contains 7469 members 
Mstep: Class 3 contains 23825 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91191 members 
Mstep: Class 6 contains 71822 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164506 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159954 members 
Mstep: Class 12 contains 96492 members 
Mstep: Class 13 contains 157471 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 2894 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174894 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161526 members 
Mstep: Class 22 contains 3840 members 
Mstep: Class 23 contains 158181 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438448.000000 Penalty: 84149.148438
Iteration 259Q: 25 clusters Score -1.804384e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89931 members 
Mstep: Class 2 contains 7462 members 
Mstep: Class 3 contains 23927 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91226 members 
Mstep: Class 6 contains 71809 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164483 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159961 members 
Mstep: Class 12 contains 96460 members 
Mstep: Class 13 contains 157432 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 2897 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174884 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161519 members 
Mstep: Class 22 contains 3839 members 
Mstep: Class 23 contains 158176 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438608.000000 Penalty: 84149.148438
Iteration 260F: 25 clusters Score -1.804386e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89923 members 
Mstep: Class 2 contains 7458 members 
Mstep: Class 3 contains 24034 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91273 members 
Mstep: Class 6 contains 71794 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164454 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159962 members 
Mstep: Class 12 contains 96428 members 
Mstep: Class 13 contains 157405 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 2898 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174857 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161527 members 
Mstep: Class 22 contains 3835 members 
Mstep: Class 23 contains 158157 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438480.000000 Penalty: 84149.148438
Iteration 261Q: 25 clusters Score -1.804385e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89910 members 
Mstep: Class 2 contains 7452 members 
Mstep: Class 3 contains 24150 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91314 members 
Mstep: Class 6 contains 71780 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164430 members 
Mstep: Class 10 contains 3002 members 
Mstep: Class 11 contains 159944 members 
Mstep: Class 12 contains 96398 members 
Mstep: Class 13 contains 157394 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 2904 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174808 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161527 members 
Mstep: Class 22 contains 3832 members 
Mstep: Class 23 contains 158161 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438368.000000 Penalty: 84149.148438
Iteration 262Q: 25 clusters Score -1.804384e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89902 members 
Mstep: Class 2 contains 7445 members 
Mstep: Class 3 contains 24253 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91358 members 
Mstep: Class 6 contains 71765 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164406 members 
Mstep: Class 10 contains 3002 members 
Mstep: Class 11 contains 159916 members 
Mstep: Class 12 contains 96362 members 
Mstep: Class 13 contains 157374 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 2903 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174800 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161537 members 
Mstep: Class 22 contains 3832 members 
Mstep: Class 23 contains 158151 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438176.000000 Penalty: 84149.148438
Iteration 263Q: 25 clusters Score -1.804382e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89885 members 
Mstep: Class 2 contains 7438 members 
Mstep: Class 3 contains 24343 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91376 members 
Mstep: Class 6 contains 71746 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164402 members 
Mstep: Class 10 contains 3002 members 
Mstep: Class 11 contains 159887 members 
Mstep: Class 12 contains 96330 members 
Mstep: Class 13 contains 157366 members 
Mstep: Class 14 contains 4754 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 2904 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174779 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161552 members 
Mstep: Class 22 contains 3830 members 
Mstep: Class 23 contains 158168 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437920.000000 Penalty: 84149.148438
Iteration 264Q: 25 clusters Score -1.804379e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89863 members 
Mstep: Class 2 contains 7431 members 
Mstep: Class 3 contains 24450 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91399 members 
Mstep: Class 6 contains 71731 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164377 members 
Mstep: Class 10 contains 3002 members 
Mstep: Class 11 contains 159874 members 
Mstep: Class 12 contains 96292 members 
Mstep: Class 13 contains 157370 members 
Mstep: Class 14 contains 4754 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 2905 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174747 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161564 members 
Mstep: Class 22 contains 3828 members 
Mstep: Class 23 contains 158175 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438080.000000 Penalty: 84149.148438
Iteration 265Q: 25 clusters Score -1.804381e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89854 members 
Mstep: Class 2 contains 7423 members 
Mstep: Class 3 contains 24547 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91428 members 
Mstep: Class 6 contains 71723 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164354 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159834 members 
Mstep: Class 12 contains 96261 members 
Mstep: Class 13 contains 157362 members 
Mstep: Class 14 contains 4754 members 
Mstep: Class 15 contains 5360 members 
Mstep: Class 16 contains 2905 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174745 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161553 members 
Mstep: Class 22 contains 3825 members 
Mstep: Class 23 contains 158193 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437968.000000 Penalty: 84149.148438
Iteration 266Q: 25 clusters Score -1.80438e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89851 members 
Mstep: Class 2 contains 7414 members 
Mstep: Class 3 contains 24658 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91463 members 
Mstep: Class 6 contains 71708 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164336 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159791 members 
Mstep: Class 12 contains 96236 members 
Mstep: Class 13 contains 157347 members 
Mstep: Class 14 contains 4755 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 2905 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174728 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161541 members 
Mstep: Class 22 contains 3821 members 
Mstep: Class 23 contains 158208 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438032.000000 Penalty: 84149.148438
Iteration 267Q: 25 clusters Score -1.80438e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89827 members 
Mstep: Class 2 contains 7406 members 
Mstep: Class 3 contains 24753 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91489 members 
Mstep: Class 6 contains 71692 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164318 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159754 members 
Mstep: Class 12 contains 96216 members 
Mstep: Class 13 contains 157347 members 
Mstep: Class 14 contains 4755 members 
Mstep: Class 15 contains 5361 members 
Mstep: Class 16 contains 2905 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174726 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161534 members 
Mstep: Class 22 contains 3819 members 
Mstep: Class 23 contains 158219 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438000.000000 Penalty: 84149.148438
Iteration 268Q: 25 clusters Score -1.80438e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89808 members 
Mstep: Class 2 contains 7391 members 
Mstep: Class 3 contains 24841 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91523 members 
Mstep: Class 6 contains 71673 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164301 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159759 members 
Mstep: Class 12 contains 96185 members 
Mstep: Class 13 contains 157332 members 
Mstep: Class 14 contains 4755 members 
Mstep: Class 15 contains 5364 members 
Mstep: Class 16 contains 2904 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174725 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161528 members 
Mstep: Class 22 contains 3819 members 
Mstep: Class 23 contains 158213 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438224.000000 Penalty: 84149.148438
Iteration 269Q: 25 clusters Score -1.804382e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89790 members 
Mstep: Class 2 contains 7377 members 
Mstep: Class 3 contains 24948 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91570 members 
Mstep: Class 6 contains 71665 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164279 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159736 members 
Mstep: Class 12 contains 96163 members 
Mstep: Class 13 contains 157302 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5366 members 
Mstep: Class 16 contains 2904 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174728 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161518 members 
Mstep: Class 22 contains 3817 members 
Mstep: Class 23 contains 158202 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438096.000000 Penalty: 84149.148438
Iteration 270Q: 25 clusters Score -1.804381e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89777 members 
Mstep: Class 2 contains 7365 members 
Mstep: Class 3 contains 25045 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91600 members 
Mstep: Class 6 contains 71655 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164246 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159696 members 
Mstep: Class 12 contains 96157 members 
Mstep: Class 13 contains 157284 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5369 members 
Mstep: Class 16 contains 2904 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174717 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161540 members 
Mstep: Class 22 contains 3816 members 
Mstep: Class 23 contains 158193 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438464.000000 Penalty: 84149.148438
Iteration 271Q: 25 clusters Score -1.804385e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89756 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 25145 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91609 members 
Mstep: Class 6 contains 71635 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164223 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159673 members 
Mstep: Class 12 contains 96156 members 
Mstep: Class 13 contains 157265 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 5372 members 
Mstep: Class 16 contains 2904 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174710 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161558 members 
Mstep: Class 22 contains 3816 members 
Mstep: Class 23 contains 158195 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438560.000000 Penalty: 84149.148438
Iteration 272Q: 25 clusters Score -1.804386e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89736 members 
Mstep: Class 2 contains 7332 members 
Mstep: Class 3 contains 25232 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91594 members 
Mstep: Class 6 contains 71624 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164210 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159674 members 
Mstep: Class 12 contains 96155 members 
Mstep: Class 13 contains 157253 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5371 members 
Mstep: Class 16 contains 2904 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174717 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161568 members 
Mstep: Class 22 contains 3817 members 
Mstep: Class 23 contains 158177 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438528.000000 Penalty: 84149.148438
Iteration 273Q: 25 clusters Score -1.804385e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89717 members 
Mstep: Class 2 contains 7323 members 
Mstep: Class 3 contains 25310 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91603 members 
Mstep: Class 6 contains 71608 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164196 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159677 members 
Mstep: Class 12 contains 96154 members 
Mstep: Class 13 contains 157249 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 2903 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174707 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161561 members 
Mstep: Class 22 contains 3818 members 
Mstep: Class 23 contains 158165 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438448.000000 Penalty: 84149.148438
Iteration 274Q: 25 clusters Score -1.804384e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89698 members 
Mstep: Class 2 contains 7312 members 
Mstep: Class 3 contains 25387 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91613 members 
Mstep: Class 6 contains 71599 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164170 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159676 members 
Mstep: Class 12 contains 96151 members 
Mstep: Class 13 contains 157245 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5376 members 
Mstep: Class 16 contains 2904 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174709 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161545 members 
Mstep: Class 22 contains 3819 members 
Mstep: Class 23 contains 158160 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438448.000000 Penalty: 84149.148438
Iteration 275Q: 25 clusters Score -1.804384e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89684 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 25471 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91616 members 
Mstep: Class 6 contains 71586 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164169 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159669 members 
Mstep: Class 12 contains 96138 members 
Mstep: Class 13 contains 157221 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5380 members 
Mstep: Class 16 contains 2905 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174724 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161524 members 
Mstep: Class 22 contains 3820 members 
Mstep: Class 23 contains 158153 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438784.000000 Penalty: 84149.148438
Iteration 276Q: 25 clusters Score -1.804388e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89674 members 
Mstep: Class 2 contains 7289 members 
Mstep: Class 3 contains 25539 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91618 members 
Mstep: Class 6 contains 71578 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164159 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159670 members 
Mstep: Class 12 contains 96139 members 
Mstep: Class 13 contains 157210 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5385 members 
Mstep: Class 16 contains 2905 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174695 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161524 members 
Mstep: Class 22 contains 3821 members 
Mstep: Class 23 contains 158158 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438816.000000 Penalty: 84149.148438
Iteration 277Q: 25 clusters Score -1.804388e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89664 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 25612 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91612 members 
Mstep: Class 6 contains 71566 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164151 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159687 members 
Mstep: Class 12 contains 96125 members 
Mstep: Class 13 contains 157197 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5386 members 
Mstep: Class 16 contains 2906 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174677 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161521 members 
Mstep: Class 22 contains 3821 members 
Mstep: Class 23 contains 158159 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438944.000000 Penalty: 84149.148438
Iteration 278Q: 25 clusters Score -1.804389e+08 nChanged 396
Entering ConstructFrom: 
Score: -180438944.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (89657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89657 members 
Entering Unmasked Estep 
Score: -11882841.000000 Penalty: 2828.129150
	Iteration 0F: 2 clusters Score -1.188284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -11822638.000000 Penalty: 5656.258301
	Iteration 0F: 3 clusters Score -1.182264e+07 nChanged 42482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -11846855.000000 Penalty: 5656.258301
	Iteration 1F: 3 clusters Score -1.184686e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -11847601.000000 Penalty: 5656.258301
	Iteration 2Q: 3 clusters Score -1.18476e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -11848442.000000 Penalty: 5656.258301
	Iteration 3Q: 3 clusters Score -1.184844e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -11849687.000000 Penalty: 5656.258301
	Iteration 4Q: 3 clusters Score -1.184969e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57943 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -11851992.000000 Penalty: 5656.258301
	Iteration 5F: 3 clusters Score -1.185199e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64224 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -11856375.000000 Penalty: 5656.258301
	Iteration 6F: 3 clusters Score -1.185638e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72217 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -11863317.000000 Penalty: 5656.258301
	Iteration 7F: 3 clusters Score -1.186332e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80113 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -11870951.000000 Penalty: 5656.258301
	Iteration 8F: 3 clusters Score -1.187095e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85660 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -11876421.000000 Penalty: 5656.258301
	Iteration 9F: 3 clusters Score -1.187642e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88269 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -11878954.000000 Penalty: 5656.258301
	Iteration 10Q: 3 clusters Score -1.187895e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89097 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -11879771.000000 Penalty: 5656.258301
	Iteration 11Q: 3 clusters Score -1.187977e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89328 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -11880052.000000 Penalty: 5656.258301
	Iteration 12Q: 3 clusters Score -1.188005e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89408 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11880188.000000 Penalty: 5656.258301
	Iteration 13Q: 3 clusters Score -1.188019e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89437 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -11880247.000000 Penalty: 5656.258301
	Iteration 14Q: 3 clusters Score -1.188025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89449 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -11880260.000000 Penalty: 5656.258301
	Iteration 15Q: 3 clusters Score -1.188026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89460 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -11880295.000000 Penalty: 5656.258301
	Iteration 16Q: 3 clusters Score -1.18803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89466 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11880312.000000 Penalty: 5656.258301
	Iteration 17Q: 3 clusters Score -1.188031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89472 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -11880326.000000 Penalty: 5656.258301
	Iteration 18Q: 3 clusters Score -1.188033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89473 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11880344.000000 Penalty: 5656.258301
	Iteration 19Q: 3 clusters Score -1.188034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89473 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11880354.000000 Penalty: 5656.258301
	Iteration 20F: 3 clusters Score -1.188035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89474 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -11880352.000000 Penalty: 5656.258301
	Iteration 21Q: 3 clusters Score -1.188035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89474 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -11880352.000000 Penalty: 5656.258301
	Iteration 22F: 3 clusters Score -1.188035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Entering Unmasked Estep 
Score: -922267.437500 Penalty: 2205.265381
	Iteration 0F: 2 clusters Score -922267.4 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 3724 members 
Entering Unmasked Estep 
Score: -916367.500000 Penalty: 4410.530762
	Iteration 0F: 3 clusters Score -916367.5 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -917859.937500 Penalty: 4410.530762
	Iteration 1F: 3 clusters Score -917859.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -918178.312500 Penalty: 4410.530762
	Iteration 2F: 3 clusters Score -918178.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -918453.687500 Penalty: 4410.530762
	Iteration 3F: 3 clusters Score -918453.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -918739.437500 Penalty: 4410.530762
	Iteration 4F: 3 clusters Score -918739.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -919024.500000 Penalty: 4410.530762
	Iteration 5F: 3 clusters Score -919024.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -919288.250000 Penalty: 4410.530762
	Iteration 6Q: 3 clusters Score -919288.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -919534.062500 Penalty: 4410.530762
	Iteration 7Q: 3 clusters Score -919534.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -919796.812500 Penalty: 4410.530762
	Iteration 8Q: 3 clusters Score -919796.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -920034.000000 Penalty: 4410.530762
	Iteration 9Q: 3 clusters Score -920034 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -920187.187500 Penalty: 4410.530762
	Iteration 10Q: 3 clusters Score -920187.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -920289.875000 Penalty: 4410.530762
	Iteration 11Q: 3 clusters Score -920289.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -920355.062500 Penalty: 4410.530762
	Iteration 12Q: 3 clusters Score -920355.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -920401.812500 Penalty: 4410.530762
	Iteration 13Q: 3 clusters Score -920401.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -920433.812500 Penalty: 4410.530762
	Iteration 14Q: 3 clusters Score -920433.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -920453.437500 Penalty: 4410.530762
	Iteration 15Q: 3 clusters Score -920453.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -920467.187500 Penalty: 4410.530762
	Iteration 16Q: 3 clusters Score -920467.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -920485.562500 Penalty: 4410.530762
	Iteration 17Q: 3 clusters Score -920485.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -920493.000000 Penalty: 4410.530762
	Iteration 18Q: 3 clusters Score -920493 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -920497.562500 Penalty: 4410.530762
	Iteration 19Q: 3 clusters Score -920497.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -920503.062500 Penalty: 4410.530762
	Iteration 20F: 3 clusters Score -920503.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -920506.250000 Penalty: 4410.530762
	Iteration 21Q: 3 clusters Score -920506.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -920510.000000 Penalty: 4410.530762
	Iteration 22Q: 3 clusters Score -920510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -920514.937500 Penalty: 4410.530762
	Iteration 23Q: 3 clusters Score -920514.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -920518.562500 Penalty: 4410.530762
	Iteration 24Q: 3 clusters Score -920518.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -920518.125000 Penalty: 4410.530762
	Iteration 25Q: 3 clusters Score -920518.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -920519.625000 Penalty: 4410.530762
	Iteration 26Q: 3 clusters Score -920519.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -920521.250000 Penalty: 4410.530762
	Iteration 27Q: 3 clusters Score -920521.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -920525.125000 Penalty: 4410.530762
	Iteration 28Q: 3 clusters Score -920525.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -920524.687500 Penalty: 4410.530762
	Iteration 29Q: 3 clusters Score -920524.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -920525.312500 Penalty: 4410.530762
	Iteration 30Q: 3 clusters Score -920525.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -920526.375000 Penalty: 4410.530762
	Iteration 31Q: 3 clusters Score -920526.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -920529.062500 Penalty: 4410.530762
	Iteration 32Q: 3 clusters Score -920529.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -920528.437500 Penalty: 4410.530762
	Iteration 33Q: 3 clusters Score -920528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -920528.187500 Penalty: 4410.530762
	Iteration 34Q: 3 clusters Score -920528.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -920528.437500 Penalty: 4410.530762
	Iteration 35Q: 3 clusters Score -920528.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -920528.437500 Penalty: 4410.530762
	Iteration 36F: 3 clusters Score -920528.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Entering Unmasked Estep 
Score: -3609848.000000 Penalty: 2518.088867
	Iteration 0F: 2 clusters Score -3609848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -3591969.250000 Penalty: 5036.177734
	Iteration 0F: 3 clusters Score -3591969 nChanged 11406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -3598069.250000 Penalty: 5036.177734
	Iteration 1F: 3 clusters Score -3598069 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -3598487.750000 Penalty: 5036.177734
	Iteration 2Q: 3 clusters Score -3598488 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -3598807.250000 Penalty: 5036.177734
	Iteration 3Q: 3 clusters Score -3598807 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -3599082.750000 Penalty: 5036.177734
	Iteration 4Q: 3 clusters Score -3599083 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -3599280.250000 Penalty: 5036.177734
	Iteration 5Q: 3 clusters Score -3599280 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -3599462.250000 Penalty: 5036.177734
	Iteration 6Q: 3 clusters Score -3599462 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -3599666.250000 Penalty: 5036.177734
	Iteration 7Q: 3 clusters Score -3599666 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3599858.750000 Penalty: 5036.177734
	Iteration 8Q: 3 clusters Score -3599859 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -3600092.000000 Penalty: 5036.177734
	Iteration 9Q: 3 clusters Score -3600092 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -3600420.500000 Penalty: 5036.177734
	Iteration 10Q: 3 clusters Score -3600420 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -3600883.500000 Penalty: 5036.177734
	Iteration 11Q: 3 clusters Score -3600884 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -3601551.250000 Penalty: 5036.177734
	Iteration 12Q: 3 clusters Score -3601551 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -3602314.000000 Penalty: 5036.177734
	Iteration 13Q: 3 clusters Score -3602314 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -3602959.000000 Penalty: 5036.177734
	Iteration 14Q: 3 clusters Score -3602959 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -3603321.500000 Penalty: 5036.177734
	Iteration 15Q: 3 clusters Score -3603322 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -3603474.500000 Penalty: 5036.177734
	Iteration 16Q: 3 clusters Score -3603474 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -3603580.500000 Penalty: 5036.177734
	Iteration 17Q: 3 clusters Score -3603580 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -3603637.250000 Penalty: 5036.177734
	Iteration 18Q: 3 clusters Score -3603637 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -3603682.750000 Penalty: 5036.177734
	Iteration 19Q: 3 clusters Score -3603683 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -3603740.250000 Penalty: 5036.177734
	Iteration 20F: 3 clusters Score -3603740 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -3603805.000000 Penalty: 5036.177734
	Iteration 21Q: 3 clusters Score -3603805 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -3603882.000000 Penalty: 5036.177734
	Iteration 22Q: 3 clusters Score -3603882 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -3603949.000000 Penalty: 5036.177734
	Iteration 23Q: 3 clusters Score -3603949 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -3604047.500000 Penalty: 5036.177734
	Iteration 24Q: 3 clusters Score -3604048 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -3604157.250000 Penalty: 5036.177734
	Iteration 25Q: 3 clusters Score -3604157 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -3604232.000000 Penalty: 5036.177734
	Iteration 26Q: 3 clusters Score -3604232 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -3604352.000000 Penalty: 5036.177734
	Iteration 27Q: 3 clusters Score -3604352 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -3604462.750000 Penalty: 5036.177734
	Iteration 28Q: 3 clusters Score -3604463 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -3604586.250000 Penalty: 5036.177734
	Iteration 29Q: 3 clusters Score -3604586 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -3604699.500000 Penalty: 5036.177734
	Iteration 30Q: 3 clusters Score -3604700 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -3604839.500000 Penalty: 5036.177734
	Iteration 31Q: 3 clusters Score -3604840 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -3604987.000000 Penalty: 5036.177734
	Iteration 32Q: 3 clusters Score -3604987 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -3605156.250000 Penalty: 5036.177734
	Iteration 33Q: 3 clusters Score -3605156 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -3605317.750000 Penalty: 5036.177734
	Iteration 34Q: 3 clusters Score -3605318 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -3605500.000000 Penalty: 5036.177734
	Iteration 35Q: 3 clusters Score -3605500 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -3605645.000000 Penalty: 5036.177734
	Iteration 36Q: 3 clusters Score -3605645 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -3605792.000000 Penalty: 5036.177734
	Iteration 37Q: 3 clusters Score -3605792 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -3605929.500000 Penalty: 5036.177734
	Iteration 38Q: 3 clusters Score -3605930 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -3606050.250000 Penalty: 5036.177734
	Iteration 39Q: 3 clusters Score -3606050 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -3606159.500000 Penalty: 5036.177734
	Iteration 40F: 3 clusters Score -3606160 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -3606287.500000 Penalty: 5036.177734
	Iteration 41Q: 3 clusters Score -3606288 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -3606399.750000 Penalty: 5036.177734
	Iteration 42Q: 3 clusters Score -3606400 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -3606504.000000 Penalty: 5036.177734
	Iteration 43Q: 3 clusters Score -3606504 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -3606596.750000 Penalty: 5036.177734
	Iteration 44Q: 3 clusters Score -3606597 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -3606721.750000 Penalty: 5036.177734
	Iteration 45Q: 3 clusters Score -3606722 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -3606825.750000 Penalty: 5036.177734
	Iteration 46Q: 3 clusters Score -3606826 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -3606958.750000 Penalty: 5036.177734
	Iteration 47Q: 3 clusters Score -3606959 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -3607071.000000 Penalty: 5036.177734
	Iteration 48Q: 3 clusters Score -3607071 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -3607175.250000 Penalty: 5036.177734
	Iteration 49Q: 3 clusters Score -3607175 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -3607263.250000 Penalty: 5036.177734
	Iteration 50Q: 3 clusters Score -3607263 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -3607341.750000 Penalty: 5036.177734
	Iteration 51Q: 3 clusters Score -3607342 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -3607415.000000 Penalty: 5036.177734
	Iteration 52Q: 3 clusters Score -3607415 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3607477.250000 Penalty: 5036.177734
	Iteration 53Q: 3 clusters Score -3607477 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -3607524.750000 Penalty: 5036.177734
	Iteration 54Q: 3 clusters Score -3607525 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -3607563.250000 Penalty: 5036.177734
	Iteration 55Q: 3 clusters Score -3607563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -3607598.750000 Penalty: 5036.177734
	Iteration 56Q: 3 clusters Score -3607599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -3607625.000000 Penalty: 5036.177734
	Iteration 57Q: 3 clusters Score -3607625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -3607637.500000 Penalty: 5036.177734
	Iteration 58Q: 3 clusters Score -3607638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -3607648.750000 Penalty: 5036.177734
	Iteration 59Q: 3 clusters Score -3607649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -3607654.000000 Penalty: 5036.177734
	Iteration 60F: 3 clusters Score -3607654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -3607661.000000 Penalty: 5036.177734
	Iteration 61Q: 3 clusters Score -3607661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -3607668.000000 Penalty: 5036.177734
	Iteration 62Q: 3 clusters Score -3607668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -3607675.250000 Penalty: 5036.177734
	Iteration 63Q: 3 clusters Score -3607675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -3607689.750000 Penalty: 5036.177734
	Iteration 64Q: 3 clusters Score -3607690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -3607689.750000 Penalty: 5036.177734
	Iteration 65Q: 3 clusters Score -3607690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -3607691.000000 Penalty: 5036.177734
	Iteration 66Q: 3 clusters Score -3607691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3607693.750000 Penalty: 5036.177734
	Iteration 67Q: 3 clusters Score -3607694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -3607695.250000 Penalty: 5036.177734
	Iteration 68Q: 3 clusters Score -3607695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -3607698.750000 Penalty: 5036.177734
	Iteration 69Q: 3 clusters Score -3607699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -3607698.750000 Penalty: 5036.177734
	Iteration 70F: 3 clusters Score -3607699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -38128.039062 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -38128.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36777.265625 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -36777.27 nChanged 43
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: -36904.484375 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -36904.48 nChanged 17
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: -36976.339844 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -36976.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37037.332031 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -37037.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37076.433594 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -37076.43 nChanged 5
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: -37133.121094 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -37133.12 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: -37186.164062 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -37186.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -37195.308594 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -37195.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -37195.308594 Penalty: 2868.777344
	Iteration 8F: 3 clusters Score -37195.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (91609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91609 members 
Entering Unmasked Estep 
Score: -12362892.000000 Penalty: 2833.470459
	Iteration 0F: 2 clusters Score -1.236289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -12301531.000000 Penalty: 5666.940918
	Iteration 0F: 3 clusters Score -1.230153e+07 nChanged 43226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 43827 members 
Entering Unmasked Estep 
Score: -12326149.000000 Penalty: 5666.940918
	Iteration 1F: 3 clusters Score -1.232615e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -12326957.000000 Penalty: 5666.940918
	Iteration 2Q: 3 clusters Score -1.232696e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -12327689.000000 Penalty: 5666.940918
	Iteration 3Q: 3 clusters Score -1.232769e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -12328640.000000 Penalty: 5666.940918
	Iteration 4Q: 3 clusters Score -1.232864e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56281 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -12330328.000000 Penalty: 5666.940918
	Iteration 5Q: 3 clusters Score -1.233033e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61306 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -12333255.000000 Penalty: 5666.940918
	Iteration 6F: 3 clusters Score -1.233326e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68023 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -12338124.000000 Penalty: 5666.940918
	Iteration 7F: 3 clusters Score -1.233812e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76116 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -12345420.000000 Penalty: 5666.940918
	Iteration 8F: 3 clusters Score -1.234542e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83786 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -12352895.000000 Penalty: 5666.940918
	Iteration 9F: 3 clusters Score -1.23529e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88739 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -12357655.000000 Penalty: 5666.940918
	Iteration 10F: 3 clusters Score -1.235766e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90724 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -12359488.000000 Penalty: 5666.940918
	Iteration 11Q: 3 clusters Score -1.235949e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91224 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -12360024.000000 Penalty: 5666.940918
	Iteration 12Q: 3 clusters Score -1.236002e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91347 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -12360179.000000 Penalty: 5666.940918
	Iteration 13Q: 3 clusters Score -1.236018e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91378 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -12360227.000000 Penalty: 5666.940918
	Iteration 14Q: 3 clusters Score -1.236023e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91393 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -12360280.000000 Penalty: 5666.940918
	Iteration 15Q: 3 clusters Score -1.236028e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91402 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -12360291.000000 Penalty: 5666.940918
	Iteration 16Q: 3 clusters Score -1.236029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91406 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -12360305.000000 Penalty: 5666.940918
	Iteration 17Q: 3 clusters Score -1.23603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91407 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -12360317.000000 Penalty: 5666.940918
	Iteration 18Q: 3 clusters Score -1.236032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91408 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -12360311.000000 Penalty: 5666.940918
	Iteration 19Q: 3 clusters Score -1.236031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91410 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -12360314.000000 Penalty: 5666.940918
	Iteration 20F: 3 clusters Score -1.236031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91412 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -12360315.000000 Penalty: 5666.940918
	Iteration 21Q: 3 clusters Score -1.236032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91415 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12360316.000000 Penalty: 5666.940918
	Iteration 22Q: 3 clusters Score -1.236032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91417 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -12360320.000000 Penalty: 5666.940918
	Iteration 23Q: 3 clusters Score -1.236032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91419 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12360327.000000 Penalty: 5666.940918
	Iteration 24Q: 3 clusters Score -1.236033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91418 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -12360334.000000 Penalty: 5666.940918
	Iteration 25Q: 3 clusters Score -1.236033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91417 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -12360330.000000 Penalty: 5666.940918
	Iteration 26Q: 3 clusters Score -1.236033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91417 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -12360330.000000 Penalty: 5666.940918
	Iteration 27F: 3 clusters Score -1.236033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71561 members 
Entering Unmasked Estep 
Score: -9644098.000000 Penalty: 2772.219727
	Iteration 0F: 2 clusters Score -9644098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -9596153.000000 Penalty: 5544.439453
	Iteration 0F: 3 clusters Score -9596153 nChanged 33537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -9615036.000000 Penalty: 5544.439453
	Iteration 1F: 3 clusters Score -9615036 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -9615612.000000 Penalty: 5544.439453
	Iteration 2Q: 3 clusters Score -9615612 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -9616258.000000 Penalty: 5544.439453
	Iteration 3Q: 3 clusters Score -9616258 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -9616847.000000 Penalty: 5544.439453
	Iteration 4Q: 3 clusters Score -9616847 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -9617662.000000 Penalty: 5544.439453
	Iteration 5Q: 3 clusters Score -9617662 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -9618679.000000 Penalty: 5544.439453
	Iteration 6Q: 3 clusters Score -9618679 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -9620089.000000 Penalty: 5544.439453
	Iteration 7Q: 3 clusters Score -9620089 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -9622472.000000 Penalty: 5544.439453
	Iteration 8F: 3 clusters Score -9622472 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -9626358.000000 Penalty: 5544.439453
	Iteration 9F: 3 clusters Score -9626358 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -9631373.000000 Penalty: 5544.439453
	Iteration 10F: 3 clusters Score -9631373 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -9635829.000000 Penalty: 5544.439453
	Iteration 11F: 3 clusters Score -9635829 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 59708 members 
Entering Unmasked Estep 
Score: -9638564.000000 Penalty: 5544.439453
	Iteration 12Q: 3 clusters Score -9638564 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
Score: -9639761.000000 Penalty: 5544.439453
	Iteration 13Q: 3 clusters Score -9639761 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 62090 members 
Entering Unmasked Estep 
Score: -9640278.000000 Penalty: 5544.439453
	Iteration 14Q: 3 clusters Score -9640278 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 62935 members 
Entering Unmasked Estep 
Score: -9640686.000000 Penalty: 5544.439453
	Iteration 15Q: 3 clusters Score -9640686 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 63639 members 
Entering Unmasked Estep 
Score: -9640968.000000 Penalty: 5544.439453
	Iteration 16Q: 3 clusters Score -9640968 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 64278 members 
Entering Unmasked Estep 
Score: -9641226.000000 Penalty: 5544.439453
	Iteration 17Q: 3 clusters Score -9641226 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -9641438.000000 Penalty: 5544.439453
	Iteration 18Q: 3 clusters Score -9641438 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 65448 members 
Entering Unmasked Estep 
Score: -9641634.000000 Penalty: 5544.439453
	Iteration 19Q: 3 clusters Score -9641634 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 65943 members 
Entering Unmasked Estep 
Score: -9641820.000000 Penalty: 5544.439453
	Iteration 20F: 3 clusters Score -9641820 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 66411 members 
Entering Unmasked Estep 
Score: -9642012.000000 Penalty: 5544.439453
	Iteration 21Q: 3 clusters Score -9642012 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -9642115.000000 Penalty: 5544.439453
	Iteration 22Q: 3 clusters Score -9642115 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 67171 members 
Entering Unmasked Estep 
Score: -9642205.000000 Penalty: 5544.439453
	Iteration 23Q: 3 clusters Score -9642205 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 67494 members 
Entering Unmasked Estep 
Score: -9642278.000000 Penalty: 5544.439453
	Iteration 24Q: 3 clusters Score -9642278 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 67761 members 
Entering Unmasked Estep 
Score: -9642342.000000 Penalty: 5544.439453
	Iteration 25Q: 3 clusters Score -9642342 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 67985 members 
Entering Unmasked Estep 
Score: -9642403.000000 Penalty: 5544.439453
	Iteration 26Q: 3 clusters Score -9642403 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 68178 members 
Entering Unmasked Estep 
Score: -9642458.000000 Penalty: 5544.439453
	Iteration 27Q: 3 clusters Score -9642458 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 68355 members 
Entering Unmasked Estep 
Score: -9642493.000000 Penalty: 5544.439453
	Iteration 28Q: 3 clusters Score -9642493 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 68520 members 
Entering Unmasked Estep 
Score: -9642546.000000 Penalty: 5544.439453
	Iteration 29Q: 3 clusters Score -9642546 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 68682 members 
Entering Unmasked Estep 
Score: -9642591.000000 Penalty: 5544.439453
	Iteration 30Q: 3 clusters Score -9642591 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 68818 members 
Entering Unmasked Estep 
Score: -9642634.000000 Penalty: 5544.439453
	Iteration 31Q: 3 clusters Score -9642634 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -9642654.000000 Penalty: 5544.439453
	Iteration 32Q: 3 clusters Score -9642654 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 69054 members 
Entering Unmasked Estep 
Score: -9642696.000000 Penalty: 5544.439453
	Iteration 33Q: 3 clusters Score -9642696 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 69143 members 
Entering Unmasked Estep 
Score: -9642695.000000 Penalty: 5544.439453
	Iteration 34Q: 3 clusters Score -9642695 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 69214 members 
Entering Unmasked Estep 
Score: -9642735.000000 Penalty: 5544.439453
	Iteration 35Q: 3 clusters Score -9642735 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 69276 members 
Entering Unmasked Estep 
Score: -9642737.000000 Penalty: 5544.439453
	Iteration 36Q: 3 clusters Score -9642737 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 69340 members 
Entering Unmasked Estep 
Score: -9642756.000000 Penalty: 5544.439453
	Iteration 37Q: 3 clusters Score -9642756 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 69403 members 
Entering Unmasked Estep 
Score: -9642775.000000 Penalty: 5544.439453
	Iteration 38Q: 3 clusters Score -9642775 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 69470 members 
Entering Unmasked Estep 
Score: -9642799.000000 Penalty: 5544.439453
	Iteration 39Q: 3 clusters Score -9642799 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 69523 members 
Entering Unmasked Estep 
Score: -9642802.000000 Penalty: 5544.439453
	Iteration 40F: 3 clusters Score -9642802 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 69567 members 
Entering Unmasked Estep 
Score: -9642817.000000 Penalty: 5544.439453
	Iteration 41Q: 3 clusters Score -9642817 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 69602 members 
Entering Unmasked Estep 
Score: -9642823.000000 Penalty: 5544.439453
	Iteration 42Q: 3 clusters Score -9642823 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 69638 members 
Entering Unmasked Estep 
Score: -9642831.000000 Penalty: 5544.439453
	Iteration 43Q: 3 clusters Score -9642831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 69662 members 
Entering Unmasked Estep 
Score: -9642833.000000 Penalty: 5544.439453
	Iteration 44Q: 3 clusters Score -9642833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 69686 members 
Entering Unmasked Estep 
Score: -9642844.000000 Penalty: 5544.439453
	Iteration 45Q: 3 clusters Score -9642844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 69704 members 
Entering Unmasked Estep 
Score: -9642836.000000 Penalty: 5544.439453
	Iteration 46Q: 3 clusters Score -9642836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 69719 members 
Entering Unmasked Estep 
Score: -9642834.000000 Penalty: 5544.439453
	Iteration 47Q: 3 clusters Score -9642834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 69730 members 
Entering Unmasked Estep 
Score: -9642847.000000 Penalty: 5544.439453
	Iteration 48Q: 3 clusters Score -9642847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 69738 members 
Entering Unmasked Estep 
Score: -9642847.000000 Penalty: 5544.439453
	Iteration 49Q: 3 clusters Score -9642847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 69745 members 
Entering Unmasked Estep 
Score: -9642854.000000 Penalty: 5544.439453
	Iteration 50Q: 3 clusters Score -9642854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -9642844.000000 Penalty: 5544.439453
	Iteration 51Q: 3 clusters Score -9642844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 69761 members 
Entering Unmasked Estep 
Score: -9642847.000000 Penalty: 5544.439453
	Iteration 52Q: 3 clusters Score -9642847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 69761 members 
Entering Unmasked Estep 
Score: -9642846.000000 Penalty: 5544.439453
	Iteration 53Q: 3 clusters Score -9642846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 69763 members 
Entering Unmasked Estep 
Score: -9642846.000000 Penalty: 5544.439453
	Iteration 54Q: 3 clusters Score -9642846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 69765 members 
Entering Unmasked Estep 
Score: -9642849.000000 Penalty: 5544.439453
	Iteration 55Q: 3 clusters Score -9642849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 69765 members 
Entering Unmasked Estep 
Score: -9642849.000000 Penalty: 5544.439453
	Iteration 56F: 3 clusters Score -9642849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -41274.535156 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -41274.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40075.566406 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -40075.57 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -41100.046875 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -41100.05 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -41760.328125 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -41760.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -42143.945312 Penalty: 3001.836182
	Iteration 3F: 3 clusters Score -42143.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -42267.542969 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -42267.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42430.164062 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -42430.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -42533.324219 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -42533.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42570.566406 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -42570.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -42586.484375 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -42586.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -42600.894531 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -42600.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42626.707031 Penalty: 3001.836182
	Iteration 10Q: 3 clusters Score -42626.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42646.921875 Penalty: 3001.836182
	Iteration 11F: 3 clusters Score -42646.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42700.582031 Penalty: 3001.836182
	Iteration 12Q: 3 clusters Score -42700.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42702.476562 Penalty: 3001.836182
	Iteration 13F: 3 clusters Score -42702.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42714.316406 Penalty: 3001.836182
	Iteration 14Q: 3 clusters Score -42714.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42723.769531 Penalty: 3001.836182
	Iteration 15Q: 3 clusters Score -42723.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42723.769531 Penalty: 3001.836182
	Iteration 16F: 3 clusters Score -42723.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89657 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 25683 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91609 members 
Mstep: Class 6 contains 71561 members 
Mstep: Class 7 contains 201 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164141 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159672 members 
Mstep: Class 12 contains 96113 members 
Mstep: Class 13 contains 157183 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5388 members 
Mstep: Class 16 contains 2908 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174670 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161533 members 
Mstep: Class 22 contains 3821 members 
Mstep: Class 23 contains 158151 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 224 members 
Entering Unmasked Estep 
Score: -180438560.000000 Penalty: 87655.367188
Splitting cluster 7 changes total score from -180438944.000000 to -180438560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -71767.906250 Penalty: 1573.717773
	Iteration 0F: 2 clusters Score -71767.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -70193.414062 Penalty: 3147.435547
	Iteration 0F: 3 clusters Score -70193.41 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70410.656250 Penalty: 3147.435547
	Iteration 1F: 3 clusters Score -70410.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -70486.601562 Penalty: 3147.435547
	Iteration 2Q: 3 clusters Score -70486.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -70533.015625 Penalty: 3147.435547
	Iteration 3Q: 3 clusters Score -70533.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70558.601562 Penalty: 3147.435547
	Iteration 4Q: 3 clusters Score -70558.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -70577.406250 Penalty: 3147.435547
	Iteration 5Q: 3 clusters Score -70577.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -70582.687500 Penalty: 3147.435547
	Iteration 6Q: 3 clusters Score -70582.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -70587.531250 Penalty: 3147.435547
	Iteration 7Q: 3 clusters Score -70587.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -70593.250000 Penalty: 3147.435547
	Iteration 8Q: 3 clusters Score -70593.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -70605.617188 Penalty: 3147.435547
	Iteration 9Q: 3 clusters Score -70605.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -70617.539062 Penalty: 3147.435547
	Iteration 10Q: 3 clusters Score -70617.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70636.554688 Penalty: 3147.435547
	Iteration 11Q: 3 clusters Score -70636.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -70651.781250 Penalty: 3147.435547
	Iteration 12Q: 3 clusters Score -70651.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -70651.781250 Penalty: 3147.435547
	Iteration 13F: 3 clusters Score -70651.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (164141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164141 members 
Entering Unmasked Estep 
Score: -21959310.000000 Penalty: 2978.103271
	Iteration 0F: 2 clusters Score -2.195931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82350 members 
Mstep: Class 2 contains 81791 members 
Entering Unmasked Estep 
Score: -21853058.000000 Penalty: 5956.206543
	Iteration 0F: 3 clusters Score -2.185306e+07 nChanged 78647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84659 members 
Mstep: Class 2 contains 79482 members 
Entering Unmasked Estep 
Score: -21899858.000000 Penalty: 5956.206543
	Iteration 1F: 3 clusters Score -2.189986e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85477 members 
Mstep: Class 2 contains 78664 members 
Entering Unmasked Estep 
Score: -21901586.000000 Penalty: 5956.206543
	Iteration 2Q: 3 clusters Score -2.190159e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86769 members 
Mstep: Class 2 contains 77372 members 
Entering Unmasked Estep 
Score: -21904208.000000 Penalty: 5956.206543
	Iteration 3Q: 3 clusters Score -2.190421e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88721 members 
Mstep: Class 2 contains 75420 members 
Entering Unmasked Estep 
Score: -21907920.000000 Penalty: 5956.206543
	Iteration 4Q: 3 clusters Score -2.190792e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91537 members 
Mstep: Class 2 contains 72604 members 
Entering Unmasked Estep 
Score: -21912890.000000 Penalty: 5956.206543
	Iteration 5F: 3 clusters Score -2.191289e+07 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95389 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -21918806.000000 Penalty: 5956.206543
	Iteration 6F: 3 clusters Score -2.191881e+07 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99974 members 
Mstep: Class 2 contains 64167 members 
Entering Unmasked Estep 
Score: -21924680.000000 Penalty: 5956.206543
	Iteration 7F: 3 clusters Score -2.192468e+07 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104714 members 
Mstep: Class 2 contains 59427 members 
Entering Unmasked Estep 
Score: -21929692.000000 Penalty: 5956.206543
	Iteration 8F: 3 clusters Score -2.192969e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109239 members 
Mstep: Class 2 contains 54902 members 
Entering Unmasked Estep 
Score: -21933834.000000 Penalty: 5956.206543
	Iteration 9Q: 3 clusters Score -2.193383e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113381 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -21937006.000000 Penalty: 5956.206543
	Iteration 10Q: 3 clusters Score -2.193701e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117112 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -21939262.000000 Penalty: 5956.206543
	Iteration 11Q: 3 clusters Score -2.193926e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120399 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -21941246.000000 Penalty: 5956.206543
	Iteration 12Q: 3 clusters Score -2.194125e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123483 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -21943028.000000 Penalty: 5956.206543
	Iteration 13Q: 3 clusters Score -2.194303e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126438 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -21944356.000000 Penalty: 5956.206543
	Iteration 14Q: 3 clusters Score -2.194436e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129169 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -21945598.000000 Penalty: 5956.206543
	Iteration 15Q: 3 clusters Score -2.19456e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131715 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -21946758.000000 Penalty: 5956.206543
	Iteration 16Q: 3 clusters Score -2.194676e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134161 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -21947746.000000 Penalty: 5956.206543
	Iteration 17Q: 3 clusters Score -2.194775e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136533 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -21948830.000000 Penalty: 5956.206543
	Iteration 18Q: 3 clusters Score -2.194883e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138983 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -21949902.000000 Penalty: 5956.206543
	Iteration 19Q: 3 clusters Score -2.19499e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141364 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -21950822.000000 Penalty: 5956.206543
	Iteration 20F: 3 clusters Score -2.195082e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143632 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -21951814.000000 Penalty: 5956.206543
	Iteration 21Q: 3 clusters Score -2.195181e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145733 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -21952600.000000 Penalty: 5956.206543
	Iteration 22Q: 3 clusters Score -2.19526e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147701 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -21953508.000000 Penalty: 5956.206543
	Iteration 23Q: 3 clusters Score -2.195351e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149475 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -21954096.000000 Penalty: 5956.206543
	Iteration 24Q: 3 clusters Score -2.19541e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151084 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -21954586.000000 Penalty: 5956.206543
	Iteration 25Q: 3 clusters Score -2.195459e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152524 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -21955126.000000 Penalty: 5956.206543
	Iteration 26Q: 3 clusters Score -2.195513e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153780 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -21955608.000000 Penalty: 5956.206543
	Iteration 27Q: 3 clusters Score -2.195561e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154894 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -21955938.000000 Penalty: 5956.206543
	Iteration 28Q: 3 clusters Score -2.195594e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155866 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -21956250.000000 Penalty: 5956.206543
	Iteration 29Q: 3 clusters Score -2.195625e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156707 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -21956470.000000 Penalty: 5956.206543
	Iteration 30Q: 3 clusters Score -2.195647e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157439 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -21956650.000000 Penalty: 5956.206543
	Iteration 31Q: 3 clusters Score -2.195665e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158069 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -21956778.000000 Penalty: 5956.206543
	Iteration 32Q: 3 clusters Score -2.195678e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158614 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -21956916.000000 Penalty: 5956.206543
	Iteration 33Q: 3 clusters Score -2.195692e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159083 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -21956968.000000 Penalty: 5956.206543
	Iteration 34Q: 3 clusters Score -2.195697e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159475 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -21957080.000000 Penalty: 5956.206543
	Iteration 35Q: 3 clusters Score -2.195708e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159812 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -21957112.000000 Penalty: 5956.206543
	Iteration 36Q: 3 clusters Score -2.195711e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160110 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -21957154.000000 Penalty: 5956.206543
	Iteration 37Q: 3 clusters Score -2.195715e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160348 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -21957146.000000 Penalty: 5956.206543
	Iteration 38Q: 3 clusters Score -2.195715e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160565 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -21957140.000000 Penalty: 5956.206543
	Iteration 39Q: 3 clusters Score -2.195714e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160738 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -21957144.000000 Penalty: 5956.206543
	Iteration 40F: 3 clusters Score -2.195714e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160908 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -21957234.000000 Penalty: 5956.206543
	Iteration 41Q: 3 clusters Score -2.195723e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161071 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -21957252.000000 Penalty: 5956.206543
	Iteration 42Q: 3 clusters Score -2.195725e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161208 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -21957292.000000 Penalty: 5956.206543
	Iteration 43Q: 3 clusters Score -2.195729e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161337 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -21957326.000000 Penalty: 5956.206543
	Iteration 44Q: 3 clusters Score -2.195733e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161435 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -21957328.000000 Penalty: 5956.206543
	Iteration 45Q: 3 clusters Score -2.195733e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161541 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -21957370.000000 Penalty: 5956.206543
	Iteration 46Q: 3 clusters Score -2.195737e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161635 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -21957390.000000 Penalty: 5956.206543
	Iteration 47Q: 3 clusters Score -2.195739e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161735 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -21957384.000000 Penalty: 5956.206543
	Iteration 48Q: 3 clusters Score -2.195738e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161811 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -21957378.000000 Penalty: 5956.206543
	Iteration 49Q: 3 clusters Score -2.195738e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161870 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -21957408.000000 Penalty: 5956.206543
	Iteration 50Q: 3 clusters Score -2.195741e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161918 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -21957444.000000 Penalty: 5956.206543
	Iteration 51Q: 3 clusters Score -2.195744e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161960 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -21957412.000000 Penalty: 5956.206543
	Iteration 52Q: 3 clusters Score -2.195741e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161994 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -21957440.000000 Penalty: 5956.206543
	Iteration 53Q: 3 clusters Score -2.195744e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162019 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -21957458.000000 Penalty: 5956.206543
	Iteration 54Q: 3 clusters Score -2.195746e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162054 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -21957454.000000 Penalty: 5956.206543
	Iteration 55Q: 3 clusters Score -2.195745e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162076 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -21957464.000000 Penalty: 5956.206543
	Iteration 56Q: 3 clusters Score -2.195746e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162092 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -21957460.000000 Penalty: 5956.206543
	Iteration 57Q: 3 clusters Score -2.195746e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162105 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -21957448.000000 Penalty: 5956.206543
	Iteration 58Q: 3 clusters Score -2.195745e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162114 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -21957454.000000 Penalty: 5956.206543
	Iteration 59Q: 3 clusters Score -2.195745e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162122 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -21957442.000000 Penalty: 5956.206543
	Iteration 60F: 3 clusters Score -2.195744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162124 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -21957450.000000 Penalty: 5956.206543
	Iteration 61Q: 3 clusters Score -2.195745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162125 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -21957456.000000 Penalty: 5956.206543
	Iteration 62Q: 3 clusters Score -2.195746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162127 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -21957448.000000 Penalty: 5956.206543
	Iteration 63Q: 3 clusters Score -2.195745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162131 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -21957442.000000 Penalty: 5956.206543
	Iteration 64Q: 3 clusters Score -2.195744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162137 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -21957456.000000 Penalty: 5956.206543
	Iteration 65Q: 3 clusters Score -2.195746e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162148 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -21957448.000000 Penalty: 5956.206543
	Iteration 66Q: 3 clusters Score -2.195745e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162164 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -21957472.000000 Penalty: 5956.206543
	Iteration 67Q: 3 clusters Score -2.195747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162172 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -21957476.000000 Penalty: 5956.206543
	Iteration 68Q: 3 clusters Score -2.195748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162178 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -21957450.000000 Penalty: 5956.206543
	Iteration 69Q: 3 clusters Score -2.195745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162182 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -21957460.000000 Penalty: 5956.206543
	Iteration 70Q: 3 clusters Score -2.195746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162186 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -21957466.000000 Penalty: 5956.206543
	Iteration 71Q: 3 clusters Score -2.195747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162193 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -21957474.000000 Penalty: 5956.206543
	Iteration 72Q: 3 clusters Score -2.195747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162200 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -21957478.000000 Penalty: 5956.206543
	Iteration 73Q: 3 clusters Score -2.195748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162208 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -21957484.000000 Penalty: 5956.206543
	Iteration 74Q: 3 clusters Score -2.195748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162216 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -21957482.000000 Penalty: 5956.206543
	Iteration 75Q: 3 clusters Score -2.195748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162223 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -21957472.000000 Penalty: 5956.206543
	Iteration 76Q: 3 clusters Score -2.195747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162229 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -21957476.000000 Penalty: 5956.206543
	Iteration 77Q: 3 clusters Score -2.195748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162235 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -21957474.000000 Penalty: 5956.206543
	Iteration 78Q: 3 clusters Score -2.195747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162243 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -21957484.000000 Penalty: 5956.206543
	Iteration 79Q: 3 clusters Score -2.195748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162249 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -21957472.000000 Penalty: 5956.206543
	Iteration 80F: 3 clusters Score -2.195747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162254 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -21957474.000000 Penalty: 5956.206543
	Iteration 81Q: 3 clusters Score -2.195747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162255 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -21957468.000000 Penalty: 5956.206543
	Iteration 82Q: 3 clusters Score -2.195747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162259 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -21957460.000000 Penalty: 5956.206543
	Iteration 83Q: 3 clusters Score -2.195746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162263 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -21957480.000000 Penalty: 5956.206543
	Iteration 84Q: 3 clusters Score -2.195748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162265 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -21957476.000000 Penalty: 5956.206543
	Iteration 85Q: 3 clusters Score -2.195748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162267 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -21957466.000000 Penalty: 5956.206543
	Iteration 86Q: 3 clusters Score -2.195747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162268 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -21957468.000000 Penalty: 5956.206543
	Iteration 87Q: 3 clusters Score -2.195747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162270 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -21957482.000000 Penalty: 5956.206543
	Iteration 88Q: 3 clusters Score -2.195748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162273 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -21957466.000000 Penalty: 5956.206543
	Iteration 89Q: 3 clusters Score -2.195747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162275 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -21957472.000000 Penalty: 5956.206543
	Iteration 90Q: 3 clusters Score -2.195747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162276 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -21957460.000000 Penalty: 5956.206543
	Iteration 91Q: 3 clusters Score -2.195746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162276 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -21957460.000000 Penalty: 5956.206543
	Iteration 92F: 3 clusters Score -2.195746e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Entering Unmasked Estep 
Score: -397331.218750 Penalty: 1985.579224
	Iteration 0F: 2 clusters Score -397331.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -394094.406250 Penalty: 3971.158447
	Iteration 0F: 3 clusters Score -394094.4 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -394917.062500 Penalty: 3971.158447
	Iteration 1F: 3 clusters Score -394917.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -395199.250000 Penalty: 3971.158447
	Iteration 2F: 3 clusters Score -395199.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -395351.375000 Penalty: 3971.158447
	Iteration 3F: 3 clusters Score -395351.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -395453.906250 Penalty: 3971.158447
	Iteration 4Q: 3 clusters Score -395453.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -395549.343750 Penalty: 3971.158447
	Iteration 5Q: 3 clusters Score -395549.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -395639.250000 Penalty: 3971.158447
	Iteration 6Q: 3 clusters Score -395639.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -395758.343750 Penalty: 3971.158447
	Iteration 7Q: 3 clusters Score -395758.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -395906.031250 Penalty: 3971.158447
	Iteration 8Q: 3 clusters Score -395906 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -396071.437500 Penalty: 3971.158447
	Iteration 9Q: 3 clusters Score -396071.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -396242.843750 Penalty: 3971.158447
	Iteration 10Q: 3 clusters Score -396242.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -396398.406250 Penalty: 3971.158447
	Iteration 11Q: 3 clusters Score -396398.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -396551.125000 Penalty: 3971.158447
	Iteration 12Q: 3 clusters Score -396551.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -396701.500000 Penalty: 3971.158447
	Iteration 13Q: 3 clusters Score -396701.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -396800.625000 Penalty: 3971.158447
	Iteration 14Q: 3 clusters Score -396800.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -396893.187500 Penalty: 3971.158447
	Iteration 15Q: 3 clusters Score -396893.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -396975.906250 Penalty: 3971.158447
	Iteration 16Q: 3 clusters Score -396975.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -397032.437500 Penalty: 3971.158447
	Iteration 17Q: 3 clusters Score -397032.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -397061.281250 Penalty: 3971.158447
	Iteration 18Q: 3 clusters Score -397061.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -397097.750000 Penalty: 3971.158447
	Iteration 19Q: 3 clusters Score -397097.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -397131.125000 Penalty: 3971.158447
	Iteration 20F: 3 clusters Score -397131.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -397160.468750 Penalty: 3971.158447
	Iteration 21Q: 3 clusters Score -397160.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -397190.187500 Penalty: 3971.158447
	Iteration 22Q: 3 clusters Score -397190.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -397234.437500 Penalty: 3971.158447
	Iteration 23Q: 3 clusters Score -397234.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -397266.843750 Penalty: 3971.158447
	Iteration 24Q: 3 clusters Score -397266.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -397301.281250 Penalty: 3971.158447
	Iteration 25Q: 3 clusters Score -397301.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -397345.781250 Penalty: 3971.158447
	Iteration 26Q: 3 clusters Score -397345.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -397365.875000 Penalty: 3971.158447
	Iteration 27Q: 3 clusters Score -397365.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -397385.875000 Penalty: 3971.158447
	Iteration 28Q: 3 clusters Score -397385.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -397396.343750 Penalty: 3971.158447
	Iteration 29Q: 3 clusters Score -397396.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -397401.687500 Penalty: 3971.158447
	Iteration 30Q: 3 clusters Score -397401.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -397405.781250 Penalty: 3971.158447
	Iteration 31Q: 3 clusters Score -397405.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -397407.750000 Penalty: 3971.158447
	Iteration 32Q: 3 clusters Score -397407.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -397411.125000 Penalty: 3971.158447
	Iteration 33Q: 3 clusters Score -397411.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -397411.718750 Penalty: 3971.158447
	Iteration 34F: 3 clusters Score -397411.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -397414.375000 Penalty: 3971.158447
	Iteration 35Q: 3 clusters Score -397414.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -397424.062500 Penalty: 3971.158447
	Iteration 36Q: 3 clusters Score -397424.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -397440.250000 Penalty: 3971.158447
	Iteration 37Q: 3 clusters Score -397440.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -397450.000000 Penalty: 3971.158447
	Iteration 38Q: 3 clusters Score -397450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -397454.906250 Penalty: 3971.158447
	Iteration 39Q: 3 clusters Score -397454.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -397458.812500 Penalty: 3971.158447
	Iteration 40F: 3 clusters Score -397458.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -397465.093750 Penalty: 3971.158447
	Iteration 41Q: 3 clusters Score -397465.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -397468.937500 Penalty: 3971.158447
	Iteration 42Q: 3 clusters Score -397468.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -397470.187500 Penalty: 3971.158447
	Iteration 43Q: 3 clusters Score -397470.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -397470.781250 Penalty: 3971.158447
	Iteration 44Q: 3 clusters Score -397470.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -397470.781250 Penalty: 3971.158447
	Iteration 45F: 3 clusters Score -397470.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89657 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 25683 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91609 members 
Mstep: Class 6 contains 71561 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164141 members 
Mstep: Class 10 contains 913 members 
Mstep: Class 11 contains 159672 members 
Mstep: Class 12 contains 96113 members 
Mstep: Class 13 contains 157183 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5388 members 
Mstep: Class 16 contains 2908 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174670 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161533 members 
Mstep: Class 22 contains 3821 members 
Mstep: Class 23 contains 158151 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 2087 members 
Entering Unmasked Estep 
Score: -180436384.000000 Penalty: 87655.367188
Splitting cluster 10 changes total score from -180438944.000000 to -180436384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (159672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159672 members 
Entering Unmasked Estep 
Score: -21575298.000000 Penalty: 2971.257568
	Iteration 0F: 2 clusters Score -2.15753e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79739 members 
Mstep: Class 2 contains 79933 members 
Entering Unmasked Estep 
Score: -21470428.000000 Penalty: 5942.515137
	Iteration 0F: 3 clusters Score -2.147043e+07 nChanged 76406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78901 members 
Mstep: Class 2 contains 80771 members 
Entering Unmasked Estep 
Score: -21514704.000000 Penalty: 5942.515137
	Iteration 1F: 3 clusters Score -2.15147e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78644 members 
Mstep: Class 2 contains 81028 members 
Entering Unmasked Estep 
Score: -21515404.000000 Penalty: 5942.515137
	Iteration 2Q: 3 clusters Score -2.15154e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78358 members 
Mstep: Class 2 contains 81314 members 
Entering Unmasked Estep 
Score: -21516246.000000 Penalty: 5942.515137
	Iteration 3Q: 3 clusters Score -2.151625e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77991 members 
Mstep: Class 2 contains 81681 members 
Entering Unmasked Estep 
Score: -21517348.000000 Penalty: 5942.515137
	Iteration 4Q: 3 clusters Score -2.151735e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77548 members 
Mstep: Class 2 contains 82124 members 
Entering Unmasked Estep 
Score: -21518668.000000 Penalty: 5942.515137
	Iteration 5Q: 3 clusters Score -2.151867e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76977 members 
Mstep: Class 2 contains 82695 members 
Entering Unmasked Estep 
Score: -21520400.000000 Penalty: 5942.515137
	Iteration 6Q: 3 clusters Score -2.15204e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76182 members 
Mstep: Class 2 contains 83490 members 
Entering Unmasked Estep 
Score: -21522984.000000 Penalty: 5942.515137
	Iteration 7Q: 3 clusters Score -2.152298e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74986 members 
Mstep: Class 2 contains 84686 members 
Entering Unmasked Estep 
Score: -21526144.000000 Penalty: 5942.515137
	Iteration 8Q: 3 clusters Score -2.152614e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73219 members 
Mstep: Class 2 contains 86453 members 
Entering Unmasked Estep 
Score: -21529944.000000 Penalty: 5942.515137
	Iteration 9Q: 3 clusters Score -2.152994e+07 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70896 members 
Mstep: Class 2 contains 88776 members 
Entering Unmasked Estep 
Score: -21534094.000000 Penalty: 5942.515137
	Iteration 10F: 3 clusters Score -2.153409e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68341 members 
Mstep: Class 2 contains 91331 members 
Entering Unmasked Estep 
Score: -21538210.000000 Penalty: 5942.515137
	Iteration 11Q: 3 clusters Score -2.153821e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65797 members 
Mstep: Class 2 contains 93875 members 
Entering Unmasked Estep 
Score: -21542066.000000 Penalty: 5942.515137
	Iteration 12Q: 3 clusters Score -2.154207e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63556 members 
Mstep: Class 2 contains 96116 members 
Entering Unmasked Estep 
Score: -21545622.000000 Penalty: 5942.515137
	Iteration 13Q: 3 clusters Score -2.154562e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61905 members 
Mstep: Class 2 contains 97767 members 
Entering Unmasked Estep 
Score: -21548524.000000 Penalty: 5942.515137
	Iteration 14Q: 3 clusters Score -2.154852e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60619 members 
Mstep: Class 2 contains 99053 members 
Entering Unmasked Estep 
Score: -21550640.000000 Penalty: 5942.515137
	Iteration 15Q: 3 clusters Score -2.155064e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59618 members 
Mstep: Class 2 contains 100054 members 
Entering Unmasked Estep 
Score: -21551938.000000 Penalty: 5942.515137
	Iteration 16Q: 3 clusters Score -2.155194e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58660 members 
Mstep: Class 2 contains 101012 members 
Entering Unmasked Estep 
Score: -21552696.000000 Penalty: 5942.515137
	Iteration 17Q: 3 clusters Score -2.15527e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57626 members 
Mstep: Class 2 contains 102046 members 
Entering Unmasked Estep 
Score: -21553218.000000 Penalty: 5942.515137
	Iteration 18Q: 3 clusters Score -2.155322e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56520 members 
Mstep: Class 2 contains 103152 members 
Entering Unmasked Estep 
Score: -21553632.000000 Penalty: 5942.515137
	Iteration 19Q: 3 clusters Score -2.155363e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 104300 members 
Entering Unmasked Estep 
Score: -21553890.000000 Penalty: 5942.515137
	Iteration 20F: 3 clusters Score -2.155389e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 105513 members 
Entering Unmasked Estep 
Score: -21554300.000000 Penalty: 5942.515137
	Iteration 21Q: 3 clusters Score -2.15543e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 106780 members 
Entering Unmasked Estep 
Score: -21554692.000000 Penalty: 5942.515137
	Iteration 22Q: 3 clusters Score -2.155469e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 108141 members 
Entering Unmasked Estep 
Score: -21554992.000000 Penalty: 5942.515137
	Iteration 23Q: 3 clusters Score -2.155499e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50134 members 
Mstep: Class 2 contains 109538 members 
Entering Unmasked Estep 
Score: -21555336.000000 Penalty: 5942.515137
	Iteration 24Q: 3 clusters Score -2.155534e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 110986 members 
Entering Unmasked Estep 
Score: -21555594.000000 Penalty: 5942.515137
	Iteration 25Q: 3 clusters Score -2.155559e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 112539 members 
Entering Unmasked Estep 
Score: -21556084.000000 Penalty: 5942.515137
	Iteration 26Q: 3 clusters Score -2.155608e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 114203 members 
Entering Unmasked Estep 
Score: -21556458.000000 Penalty: 5942.515137
	Iteration 27Q: 3 clusters Score -2.155646e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 115959 members 
Entering Unmasked Estep 
Score: -21556926.000000 Penalty: 5942.515137
	Iteration 28Q: 3 clusters Score -2.155693e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 117759 members 
Entering Unmasked Estep 
Score: -21557310.000000 Penalty: 5942.515137
	Iteration 29Q: 3 clusters Score -2.155731e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 119670 members 
Entering Unmasked Estep 
Score: -21557728.000000 Penalty: 5942.515137
	Iteration 30Q: 3 clusters Score -2.155773e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 121704 members 
Entering Unmasked Estep 
Score: -21558346.000000 Penalty: 5942.515137
	Iteration 31Q: 3 clusters Score -2.155835e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 123801 members 
Entering Unmasked Estep 
Score: -21558894.000000 Penalty: 5942.515137
	Iteration 32Q: 3 clusters Score -2.155889e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 125975 members 
Entering Unmasked Estep 
Score: -21559538.000000 Penalty: 5942.515137
	Iteration 33Q: 3 clusters Score -2.155954e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 128271 members 
Entering Unmasked Estep 
Score: -21560236.000000 Penalty: 5942.515137
	Iteration 34Q: 3 clusters Score -2.156024e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 130621 members 
Entering Unmasked Estep 
Score: -21560856.000000 Penalty: 5942.515137
	Iteration 35Q: 3 clusters Score -2.156086e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 133068 members 
Entering Unmasked Estep 
Score: -21561740.000000 Penalty: 5942.515137
	Iteration 36Q: 3 clusters Score -2.156174e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 135657 members 
Entering Unmasked Estep 
Score: -21562706.000000 Penalty: 5942.515137
	Iteration 37Q: 3 clusters Score -2.156271e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 138395 members 
Entering Unmasked Estep 
Score: -21563758.000000 Penalty: 5942.515137
	Iteration 38Q: 3 clusters Score -2.156376e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 141021 members 
Entering Unmasked Estep 
Score: -21564814.000000 Penalty: 5942.515137
	Iteration 39Q: 3 clusters Score -2.156481e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 143545 members 
Entering Unmasked Estep 
Score: -21565944.000000 Penalty: 5942.515137
	Iteration 40F: 3 clusters Score -2.156594e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 145845 members 
Entering Unmasked Estep 
Score: -21567106.000000 Penalty: 5942.515137
	Iteration 41Q: 3 clusters Score -2.156711e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 147916 members 
Entering Unmasked Estep 
Score: -21568046.000000 Penalty: 5942.515137
	Iteration 42Q: 3 clusters Score -2.156805e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 149849 members 
Entering Unmasked Estep 
Score: -21568864.000000 Penalty: 5942.515137
	Iteration 43Q: 3 clusters Score -2.156886e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 151494 members 
Entering Unmasked Estep 
Score: -21569584.000000 Penalty: 5942.515137
	Iteration 44Q: 3 clusters Score -2.156958e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 152957 members 
Entering Unmasked Estep 
Score: -21570354.000000 Penalty: 5942.515137
	Iteration 45Q: 3 clusters Score -2.157035e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 154188 members 
Entering Unmasked Estep 
Score: -21570890.000000 Penalty: 5942.515137
	Iteration 46Q: 3 clusters Score -2.157089e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 155202 members 
Entering Unmasked Estep 
Score: -21571384.000000 Penalty: 5942.515137
	Iteration 47Q: 3 clusters Score -2.157138e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 156000 members 
Entering Unmasked Estep 
Score: -21571804.000000 Penalty: 5942.515137
	Iteration 48Q: 3 clusters Score -2.15718e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 156606 members 
Entering Unmasked Estep 
Score: -21572066.000000 Penalty: 5942.515137
	Iteration 49Q: 3 clusters Score -2.157207e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 157113 members 
Entering Unmasked Estep 
Score: -21572246.000000 Penalty: 5942.515137
	Iteration 50Q: 3 clusters Score -2.157225e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 157483 members 
Entering Unmasked Estep 
Score: -21572420.000000 Penalty: 5942.515137
	Iteration 51Q: 3 clusters Score -2.157242e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 157779 members 
Entering Unmasked Estep 
Score: -21572514.000000 Penalty: 5942.515137
	Iteration 52Q: 3 clusters Score -2.157251e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 158011 members 
Entering Unmasked Estep 
Score: -21572594.000000 Penalty: 5942.515137
	Iteration 53Q: 3 clusters Score -2.157259e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 158176 members 
Entering Unmasked Estep 
Score: -21572654.000000 Penalty: 5942.515137
	Iteration 54Q: 3 clusters Score -2.157265e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 158299 members 
Entering Unmasked Estep 
Score: -21572742.000000 Penalty: 5942.515137
	Iteration 55Q: 3 clusters Score -2.157274e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 158391 members 
Entering Unmasked Estep 
Score: -21572786.000000 Penalty: 5942.515137
	Iteration 56Q: 3 clusters Score -2.157279e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 158456 members 
Entering Unmasked Estep 
Score: -21572788.000000 Penalty: 5942.515137
	Iteration 57Q: 3 clusters Score -2.157279e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 158513 members 
Entering Unmasked Estep 
Score: -21572832.000000 Penalty: 5942.515137
	Iteration 58Q: 3 clusters Score -2.157283e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 158577 members 
Entering Unmasked Estep 
Score: -21572850.000000 Penalty: 5942.515137
	Iteration 59Q: 3 clusters Score -2.157285e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 158616 members 
Entering Unmasked Estep 
Score: -21572854.000000 Penalty: 5942.515137
	Iteration 60F: 3 clusters Score -2.157285e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 158653 members 
Entering Unmasked Estep 
Score: -21572890.000000 Penalty: 5942.515137
	Iteration 61Q: 3 clusters Score -2.157289e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 158675 members 
Entering Unmasked Estep 
Score: -21572916.000000 Penalty: 5942.515137
	Iteration 62Q: 3 clusters Score -2.157292e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 158690 members 
Entering Unmasked Estep 
Score: -21572920.000000 Penalty: 5942.515137
	Iteration 63Q: 3 clusters Score -2.157292e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 158702 members 
Entering Unmasked Estep 
Score: -21572904.000000 Penalty: 5942.515137
	Iteration 64Q: 3 clusters Score -2.15729e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 158711 members 
Entering Unmasked Estep 
Score: -21572920.000000 Penalty: 5942.515137
	Iteration 65Q: 3 clusters Score -2.157292e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 158719 members 
Entering Unmasked Estep 
Score: -21572914.000000 Penalty: 5942.515137
	Iteration 66Q: 3 clusters Score -2.157291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 158725 members 
Entering Unmasked Estep 
Score: -21572906.000000 Penalty: 5942.515137
	Iteration 67Q: 3 clusters Score -2.157291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 158731 members 
Entering Unmasked Estep 
Score: -21572928.000000 Penalty: 5942.515137
	Iteration 68Q: 3 clusters Score -2.157293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 158743 members 
Entering Unmasked Estep 
Score: -21572922.000000 Penalty: 5942.515137
	Iteration 69Q: 3 clusters Score -2.157292e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 158758 members 
Entering Unmasked Estep 
Score: -21572916.000000 Penalty: 5942.515137
	Iteration 70Q: 3 clusters Score -2.157292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 158767 members 
Entering Unmasked Estep 
Score: -21572924.000000 Penalty: 5942.515137
	Iteration 71Q: 3 clusters Score -2.157292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 158777 members 
Entering Unmasked Estep 
Score: -21572928.000000 Penalty: 5942.515137
	Iteration 72Q: 3 clusters Score -2.157293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 158787 members 
Entering Unmasked Estep 
Score: -21572918.000000 Penalty: 5942.515137
	Iteration 73Q: 3 clusters Score -2.157292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 158793 members 
Entering Unmasked Estep 
Score: -21572928.000000 Penalty: 5942.515137
	Iteration 74Q: 3 clusters Score -2.157293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 158801 members 
Entering Unmasked Estep 
Score: -21572942.000000 Penalty: 5942.515137
	Iteration 75Q: 3 clusters Score -2.157294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 158804 members 
Entering Unmasked Estep 
Score: -21572926.000000 Penalty: 5942.515137
	Iteration 76Q: 3 clusters Score -2.157293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 158813 members 
Entering Unmasked Estep 
Score: -21572922.000000 Penalty: 5942.515137
	Iteration 77Q: 3 clusters Score -2.157292e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 158819 members 
Entering Unmasked Estep 
Score: -21572934.000000 Penalty: 5942.515137
	Iteration 78Q: 3 clusters Score -2.157293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 158824 members 
Entering Unmasked Estep 
Score: -21572936.000000 Penalty: 5942.515137
	Iteration 79Q: 3 clusters Score -2.157294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 158829 members 
Entering Unmasked Estep 
Score: -21572932.000000 Penalty: 5942.515137
	Iteration 80F: 3 clusters Score -2.157293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 158830 members 
Entering Unmasked Estep 
Score: -21572934.000000 Penalty: 5942.515137
	Iteration 81Q: 3 clusters Score -2.157293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 158831 members 
Entering Unmasked Estep 
Score: -21572942.000000 Penalty: 5942.515137
	Iteration 82Q: 3 clusters Score -2.157294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 158831 members 
Entering Unmasked Estep 
Score: -21572942.000000 Penalty: 5942.515137
	Iteration 83F: 3 clusters Score -2.157294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (96113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96113 members 
Entering Unmasked Estep 
Score: -12445436.000000 Penalty: 2845.373535
	Iteration 0F: 2 clusters Score -1.244544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -12381201.000000 Penalty: 5690.747070
	Iteration 0F: 3 clusters Score -1.23812e+07 nChanged 45507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 49079 members 
Entering Unmasked Estep 
Score: -12407417.000000 Penalty: 5690.747070
	Iteration 1F: 3 clusters Score -1.240742e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -12408702.000000 Penalty: 5690.747070
	Iteration 2Q: 3 clusters Score -1.24087e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 51557 members 
Entering Unmasked Estep 
Score: -12410657.000000 Penalty: 5690.747070
	Iteration 3Q: 3 clusters Score -1.241066e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 54016 members 
Entering Unmasked Estep 
Score: -12413985.000000 Penalty: 5690.747070
	Iteration 4F: 3 clusters Score -1.241398e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 57270 members 
Entering Unmasked Estep 
Score: -12418328.000000 Penalty: 5690.747070
	Iteration 5F: 3 clusters Score -1.241833e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 60956 members 
Entering Unmasked Estep 
Score: -12422763.000000 Penalty: 5690.747070
	Iteration 6F: 3 clusters Score -1.242276e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 64602 members 
Entering Unmasked Estep 
Score: -12426449.000000 Penalty: 5690.747070
	Iteration 7F: 3 clusters Score -1.242645e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 68081 members 
Entering Unmasked Estep 
Score: -12429096.000000 Penalty: 5690.747070
	Iteration 8F: 3 clusters Score -1.24291e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 71375 members 
Entering Unmasked Estep 
Score: -12430950.000000 Penalty: 5690.747070
	Iteration 9Q: 3 clusters Score -1.243095e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 74563 members 
Entering Unmasked Estep 
Score: -12432526.000000 Penalty: 5690.747070
	Iteration 10Q: 3 clusters Score -1.243253e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 77829 members 
Entering Unmasked Estep 
Score: -12434056.000000 Penalty: 5690.747070
	Iteration 11Q: 3 clusters Score -1.243406e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 81037 members 
Entering Unmasked Estep 
Score: -12435671.000000 Penalty: 5690.747070
	Iteration 12Q: 3 clusters Score -1.243567e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 84156 members 
Entering Unmasked Estep 
Score: -12437306.000000 Penalty: 5690.747070
	Iteration 13Q: 3 clusters Score -1.243731e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 87038 members 
Entering Unmasked Estep 
Score: -12438931.000000 Penalty: 5690.747070
	Iteration 14Q: 3 clusters Score -1.243893e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 89388 members 
Entering Unmasked Estep 
Score: -12440276.000000 Penalty: 5690.747070
	Iteration 15Q: 3 clusters Score -1.244028e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 91275 members 
Entering Unmasked Estep 
Score: -12441342.000000 Penalty: 5690.747070
	Iteration 16Q: 3 clusters Score -1.244134e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 92697 members 
Entering Unmasked Estep 
Score: -12442109.000000 Penalty: 5690.747070
	Iteration 17Q: 3 clusters Score -1.244211e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 93690 members 
Entering Unmasked Estep 
Score: -12442628.000000 Penalty: 5690.747070
	Iteration 18Q: 3 clusters Score -1.244263e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 94300 members 
Entering Unmasked Estep 
Score: -12442973.000000 Penalty: 5690.747070
	Iteration 19Q: 3 clusters Score -1.244297e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 94682 members 
Entering Unmasked Estep 
Score: -12443202.000000 Penalty: 5690.747070
	Iteration 20F: 3 clusters Score -1.24432e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 94922 members 
Entering Unmasked Estep 
Score: -12443334.000000 Penalty: 5690.747070
	Iteration 21Q: 3 clusters Score -1.244333e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 95079 members 
Entering Unmasked Estep 
Score: -12443399.000000 Penalty: 5690.747070
	Iteration 22Q: 3 clusters Score -1.24434e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 95184 members 
Entering Unmasked Estep 
Score: -12443433.000000 Penalty: 5690.747070
	Iteration 23Q: 3 clusters Score -1.244343e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 95265 members 
Entering Unmasked Estep 
Score: -12443485.000000 Penalty: 5690.747070
	Iteration 24Q: 3 clusters Score -1.244348e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 95312 members 
Entering Unmasked Estep 
Score: -12443497.000000 Penalty: 5690.747070
	Iteration 25Q: 3 clusters Score -1.24435e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 95346 members 
Entering Unmasked Estep 
Score: -12443516.000000 Penalty: 5690.747070
	Iteration 26Q: 3 clusters Score -1.244352e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 95372 members 
Entering Unmasked Estep 
Score: -12443511.000000 Penalty: 5690.747070
	Iteration 27Q: 3 clusters Score -1.244351e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 95392 members 
Entering Unmasked Estep 
Score: -12443514.000000 Penalty: 5690.747070
	Iteration 28Q: 3 clusters Score -1.244351e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 95413 members 
Entering Unmasked Estep 
Score: -12443539.000000 Penalty: 5690.747070
	Iteration 29Q: 3 clusters Score -1.244354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 95424 members 
Entering Unmasked Estep 
Score: -12443551.000000 Penalty: 5690.747070
	Iteration 30Q: 3 clusters Score -1.244355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 95430 members 
Entering Unmasked Estep 
Score: -12443563.000000 Penalty: 5690.747070
	Iteration 31Q: 3 clusters Score -1.244356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 95438 members 
Entering Unmasked Estep 
Score: -12443558.000000 Penalty: 5690.747070
	Iteration 32Q: 3 clusters Score -1.244356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 95440 members 
Entering Unmasked Estep 
Score: -12443562.000000 Penalty: 5690.747070
	Iteration 33Q: 3 clusters Score -1.244356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 95443 members 
Entering Unmasked Estep 
Score: -12443572.000000 Penalty: 5690.747070
	Iteration 34Q: 3 clusters Score -1.244357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 95448 members 
Entering Unmasked Estep 
Score: -12443567.000000 Penalty: 5690.747070
	Iteration 35Q: 3 clusters Score -1.244357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 95451 members 
Entering Unmasked Estep 
Score: -12443575.000000 Penalty: 5690.747070
	Iteration 36Q: 3 clusters Score -1.244358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 95456 members 
Entering Unmasked Estep 
Score: -12443564.000000 Penalty: 5690.747070
	Iteration 37Q: 3 clusters Score -1.244356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 95458 members 
Entering Unmasked Estep 
Score: -12443567.000000 Penalty: 5690.747070
	Iteration 38Q: 3 clusters Score -1.244357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 95462 members 
Entering Unmasked Estep 
Score: -12443556.000000 Penalty: 5690.747070
	Iteration 39Q: 3 clusters Score -1.244356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 95464 members 
Entering Unmasked Estep 
Score: -12443567.000000 Penalty: 5690.747070
	Iteration 40F: 3 clusters Score -1.244357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (157183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157183 members 
Entering Unmasked Estep 
Score: -20973852.000000 Penalty: 2967.361084
	Iteration 0F: 2 clusters Score -2.097385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78858 members 
Mstep: Class 2 contains 78325 members 
Entering Unmasked Estep 
Score: -20869928.000000 Penalty: 5934.722168
	Iteration 0F: 3 clusters Score -2.086993e+07 nChanged 75304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82020 members 
Mstep: Class 2 contains 75163 members 
Entering Unmasked Estep 
Score: -20914108.000000 Penalty: 5934.722168
	Iteration 1F: 3 clusters Score -2.091411e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83842 members 
Mstep: Class 2 contains 73341 members 
Entering Unmasked Estep 
Score: -20915084.000000 Penalty: 5934.722168
	Iteration 2Q: 3 clusters Score -2.091508e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86619 members 
Mstep: Class 2 contains 70564 members 
Entering Unmasked Estep 
Score: -20916422.000000 Penalty: 5934.722168
	Iteration 3Q: 3 clusters Score -2.091642e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90934 members 
Mstep: Class 2 contains 66249 members 
Entering Unmasked Estep 
Score: -20918544.000000 Penalty: 5934.722168
	Iteration 4Q: 3 clusters Score -2.091854e+07 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97456 members 
Mstep: Class 2 contains 59727 members 
Entering Unmasked Estep 
Score: -20922230.000000 Penalty: 5934.722168
	Iteration 5Q: 3 clusters Score -2.092223e+07 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106853 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -20928884.000000 Penalty: 5934.722168
	Iteration 6F: 3 clusters Score -2.092888e+07 nChanged 12695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118762 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -20938990.000000 Penalty: 5934.722168
	Iteration 7F: 3 clusters Score -2.093899e+07 nChanged 13296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131422 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -20951036.000000 Penalty: 5934.722168
	Iteration 8F: 3 clusters Score -2.095104e+07 nChanged 10548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141354 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -20961340.000000 Penalty: 5934.722168
	Iteration 9F: 3 clusters Score -2.096134e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147145 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -20967664.000000 Penalty: 5934.722168
	Iteration 10Q: 3 clusters Score -2.096766e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149892 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -20970724.000000 Penalty: 5934.722168
	Iteration 11Q: 3 clusters Score -2.097072e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151124 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -20971816.000000 Penalty: 5934.722168
	Iteration 12Q: 3 clusters Score -2.097182e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151868 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -20972438.000000 Penalty: 5934.722168
	Iteration 13Q: 3 clusters Score -2.097244e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152374 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -20972650.000000 Penalty: 5934.722168
	Iteration 14Q: 3 clusters Score -2.097265e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152736 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -20972810.000000 Penalty: 5934.722168
	Iteration 15Q: 3 clusters Score -2.097281e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152978 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -20972908.000000 Penalty: 5934.722168
	Iteration 16Q: 3 clusters Score -2.097291e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153154 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -20972954.000000 Penalty: 5934.722168
	Iteration 17Q: 3 clusters Score -2.097295e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153294 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -20973002.000000 Penalty: 5934.722168
	Iteration 18Q: 3 clusters Score -2.0973e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153405 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -20972956.000000 Penalty: 5934.722168
	Iteration 19Q: 3 clusters Score -2.097296e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153492 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -20973002.000000 Penalty: 5934.722168
	Iteration 20F: 3 clusters Score -2.0973e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153556 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -20972998.000000 Penalty: 5934.722168
	Iteration 21Q: 3 clusters Score -2.0973e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153626 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -20973034.000000 Penalty: 5934.722168
	Iteration 22Q: 3 clusters Score -2.097303e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153685 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -20973032.000000 Penalty: 5934.722168
	Iteration 23Q: 3 clusters Score -2.097303e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153724 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -20973042.000000 Penalty: 5934.722168
	Iteration 24Q: 3 clusters Score -2.097304e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153754 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -20973062.000000 Penalty: 5934.722168
	Iteration 25Q: 3 clusters Score -2.097306e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153785 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -20973066.000000 Penalty: 5934.722168
	Iteration 26Q: 3 clusters Score -2.097307e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153803 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -20973052.000000 Penalty: 5934.722168
	Iteration 27Q: 3 clusters Score -2.097305e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153819 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -20973038.000000 Penalty: 5934.722168
	Iteration 28Q: 3 clusters Score -2.097304e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153834 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -20973042.000000 Penalty: 5934.722168
	Iteration 29Q: 3 clusters Score -2.097304e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153846 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -20973036.000000 Penalty: 5934.722168
	Iteration 30Q: 3 clusters Score -2.097304e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153861 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -20973030.000000 Penalty: 5934.722168
	Iteration 31Q: 3 clusters Score -2.097303e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153875 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -20973016.000000 Penalty: 5934.722168
	Iteration 32Q: 3 clusters Score -2.097302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153882 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -20973032.000000 Penalty: 5934.722168
	Iteration 33Q: 3 clusters Score -2.097303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153887 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -20973032.000000 Penalty: 5934.722168
	Iteration 34Q: 3 clusters Score -2.097303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153892 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -20973030.000000 Penalty: 5934.722168
	Iteration 35Q: 3 clusters Score -2.097303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153895 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -20973020.000000 Penalty: 5934.722168
	Iteration 36Q: 3 clusters Score -2.097302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153899 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -20973026.000000 Penalty: 5934.722168
	Iteration 37Q: 3 clusters Score -2.097303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153902 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -20973024.000000 Penalty: 5934.722168
	Iteration 38Q: 3 clusters Score -2.097302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153902 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -20973026.000000 Penalty: 5934.722168
	Iteration 39Q: 3 clusters Score -2.097303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153904 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -20973016.000000 Penalty: 5934.722168
	Iteration 40F: 3 clusters Score -2.097302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153908 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -20973014.000000 Penalty: 5934.722168
	Iteration 41Q: 3 clusters Score -2.097301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153908 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -20973014.000000 Penalty: 5934.722168
	Iteration 42F: 3 clusters Score -2.097301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Entering Unmasked Estep 
Score: -627789.125000 Penalty: 2099.908447
	Iteration 0F: 2 clusters Score -627789.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -623391.812500 Penalty: 4199.816895
	Iteration 0F: 3 clusters Score -623391.8 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -624439.312500 Penalty: 4199.816895
	Iteration 1F: 3 clusters Score -624439.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -624675.750000 Penalty: 4199.816895
	Iteration 2F: 3 clusters Score -624675.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -624840.250000 Penalty: 4199.816895
	Iteration 3F: 3 clusters Score -624840.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -624939.625000 Penalty: 4199.816895
	Iteration 4Q: 3 clusters Score -624939.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -625021.500000 Penalty: 4199.816895
	Iteration 5Q: 3 clusters Score -625021.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -625083.312500 Penalty: 4199.816895
	Iteration 6Q: 3 clusters Score -625083.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -625131.562500 Penalty: 4199.816895
	Iteration 7Q: 3 clusters Score -625131.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -625177.250000 Penalty: 4199.816895
	Iteration 8Q: 3 clusters Score -625177.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -625212.375000 Penalty: 4199.816895
	Iteration 9Q: 3 clusters Score -625212.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -625240.750000 Penalty: 4199.816895
	Iteration 10Q: 3 clusters Score -625240.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -625270.812500 Penalty: 4199.816895
	Iteration 11Q: 3 clusters Score -625270.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -625292.750000 Penalty: 4199.816895
	Iteration 12Q: 3 clusters Score -625292.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -625313.437500 Penalty: 4199.816895
	Iteration 13Q: 3 clusters Score -625313.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -625336.312500 Penalty: 4199.816895
	Iteration 14Q: 3 clusters Score -625336.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -625357.750000 Penalty: 4199.816895
	Iteration 15Q: 3 clusters Score -625357.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -625373.562500 Penalty: 4199.816895
	Iteration 16Q: 3 clusters Score -625373.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -625389.687500 Penalty: 4199.816895
	Iteration 17Q: 3 clusters Score -625389.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -625397.375000 Penalty: 4199.816895
	Iteration 18Q: 3 clusters Score -625397.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -625411.875000 Penalty: 4199.816895
	Iteration 19Q: 3 clusters Score -625411.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -625430.937500 Penalty: 4199.816895
	Iteration 20F: 3 clusters Score -625430.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -625445.125000 Penalty: 4199.816895
	Iteration 21Q: 3 clusters Score -625445.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -625461.500000 Penalty: 4199.816895
	Iteration 22Q: 3 clusters Score -625461.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -625477.375000 Penalty: 4199.816895
	Iteration 23Q: 3 clusters Score -625477.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -625494.937500 Penalty: 4199.816895
	Iteration 24Q: 3 clusters Score -625494.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -625507.312500 Penalty: 4199.816895
	Iteration 25Q: 3 clusters Score -625507.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -625517.750000 Penalty: 4199.816895
	Iteration 26Q: 3 clusters Score -625517.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -625526.437500 Penalty: 4199.816895
	Iteration 27Q: 3 clusters Score -625526.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -625531.812500 Penalty: 4199.816895
	Iteration 28Q: 3 clusters Score -625531.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -625540.125000 Penalty: 4199.816895
	Iteration 29Q: 3 clusters Score -625540.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -625549.187500 Penalty: 4199.816895
	Iteration 30Q: 3 clusters Score -625549.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -625559.812500 Penalty: 4199.816895
	Iteration 31Q: 3 clusters Score -625559.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -625574.875000 Penalty: 4199.816895
	Iteration 32Q: 3 clusters Score -625574.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -625586.375000 Penalty: 4199.816895
	Iteration 33Q: 3 clusters Score -625586.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -625603.625000 Penalty: 4199.816895
	Iteration 34Q: 3 clusters Score -625603.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -625618.125000 Penalty: 4199.816895
	Iteration 35Q: 3 clusters Score -625618.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -625628.875000 Penalty: 4199.816895
	Iteration 36Q: 3 clusters Score -625628.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -625636.437500 Penalty: 4199.816895
	Iteration 37Q: 3 clusters Score -625636.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -625640.062500 Penalty: 4199.816895
	Iteration 38Q: 3 clusters Score -625640.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -625645.937500 Penalty: 4199.816895
	Iteration 39Q: 3 clusters Score -625645.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -625651.312500 Penalty: 4199.816895
	Iteration 40F: 3 clusters Score -625651.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -625655.062500 Penalty: 4199.816895
	Iteration 41Q: 3 clusters Score -625655.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -625661.000000 Penalty: 4199.816895
	Iteration 42Q: 3 clusters Score -625661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -625670.125000 Penalty: 4199.816895
	Iteration 43Q: 3 clusters Score -625670.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -625682.187500 Penalty: 4199.816895
	Iteration 44Q: 3 clusters Score -625682.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -625696.750000 Penalty: 4199.816895
	Iteration 45Q: 3 clusters Score -625696.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -625715.687500 Penalty: 4199.816895
	Iteration 46Q: 3 clusters Score -625715.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -625727.062500 Penalty: 4199.816895
	Iteration 47Q: 3 clusters Score -625727.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -625742.500000 Penalty: 4199.816895
	Iteration 48Q: 3 clusters Score -625742.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -625755.875000 Penalty: 4199.816895
	Iteration 49Q: 3 clusters Score -625755.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -625762.687500 Penalty: 4199.816895
	Iteration 50Q: 3 clusters Score -625762.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -625773.750000 Penalty: 4199.816895
	Iteration 51Q: 3 clusters Score -625773.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -625782.437500 Penalty: 4199.816895
	Iteration 52Q: 3 clusters Score -625782.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -625788.937500 Penalty: 4199.816895
	Iteration 53Q: 3 clusters Score -625788.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -625797.250000 Penalty: 4199.816895
	Iteration 54Q: 3 clusters Score -625797.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -625803.187500 Penalty: 4199.816895
	Iteration 55Q: 3 clusters Score -625803.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -625809.562500 Penalty: 4199.816895
	Iteration 56Q: 3 clusters Score -625809.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -625813.750000 Penalty: 4199.816895
	Iteration 57Q: 3 clusters Score -625813.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -625821.937500 Penalty: 4199.816895
	Iteration 58Q: 3 clusters Score -625821.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -625829.500000 Penalty: 4199.816895
	Iteration 59Q: 3 clusters Score -625829.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -625836.250000 Penalty: 4199.816895
	Iteration 60F: 3 clusters Score -625836.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -625838.125000 Penalty: 4199.816895
	Iteration 61Q: 3 clusters Score -625838.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -625842.125000 Penalty: 4199.816895
	Iteration 62Q: 3 clusters Score -625842.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -625844.687500 Penalty: 4199.816895
	Iteration 63Q: 3 clusters Score -625844.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -625846.250000 Penalty: 4199.816895
	Iteration 64Q: 3 clusters Score -625846.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -625848.062500 Penalty: 4199.816895
	Iteration 65Q: 3 clusters Score -625848.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -625848.375000 Penalty: 4199.816895
	Iteration 66Q: 3 clusters Score -625848.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -625849.375000 Penalty: 4199.816895
	Iteration 67Q: 3 clusters Score -625849.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -625849.375000 Penalty: 4199.816895
	Iteration 68F: 3 clusters Score -625849.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Entering Unmasked Estep 
Score: -711046.437500 Penalty: 2130.798584
	Iteration 0F: 2 clusters Score -711046.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -706309.312500 Penalty: 4261.597168
	Iteration 0F: 3 clusters Score -706309.3 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -707391.875000 Penalty: 4261.597168
	Iteration 1F: 3 clusters Score -707391.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -707659.625000 Penalty: 4261.597168
	Iteration 2F: 3 clusters Score -707659.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -707865.062500 Penalty: 4261.597168
	Iteration 3F: 3 clusters Score -707865.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -708027.250000 Penalty: 4261.597168
	Iteration 4Q: 3 clusters Score -708027.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -708196.062500 Penalty: 4261.597168
	Iteration 5Q: 3 clusters Score -708196.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -708357.125000 Penalty: 4261.597168
	Iteration 6Q: 3 clusters Score -708357.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -708509.375000 Penalty: 4261.597168
	Iteration 7Q: 3 clusters Score -708509.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -708662.062500 Penalty: 4261.597168
	Iteration 8Q: 3 clusters Score -708662.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -708802.937500 Penalty: 4261.597168
	Iteration 9Q: 3 clusters Score -708802.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -708931.187500 Penalty: 4261.597168
	Iteration 10Q: 3 clusters Score -708931.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -709039.875000 Penalty: 4261.597168
	Iteration 11Q: 3 clusters Score -709039.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -709138.750000 Penalty: 4261.597168
	Iteration 12Q: 3 clusters Score -709138.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -709239.125000 Penalty: 4261.597168
	Iteration 13Q: 3 clusters Score -709239.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -709322.875000 Penalty: 4261.597168
	Iteration 14Q: 3 clusters Score -709322.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -709382.687500 Penalty: 4261.597168
	Iteration 15Q: 3 clusters Score -709382.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -709428.937500 Penalty: 4261.597168
	Iteration 16Q: 3 clusters Score -709428.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -709456.062500 Penalty: 4261.597168
	Iteration 17Q: 3 clusters Score -709456.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -709480.812500 Penalty: 4261.597168
	Iteration 18Q: 3 clusters Score -709480.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -709513.187500 Penalty: 4261.597168
	Iteration 19Q: 3 clusters Score -709513.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -709531.000000 Penalty: 4261.597168
	Iteration 20F: 3 clusters Score -709531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -709542.625000 Penalty: 4261.597168
	Iteration 21Q: 3 clusters Score -709542.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -709554.500000 Penalty: 4261.597168
	Iteration 22Q: 3 clusters Score -709554.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -709559.500000 Penalty: 4261.597168
	Iteration 23Q: 3 clusters Score -709559.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -709562.562500 Penalty: 4261.597168
	Iteration 24Q: 3 clusters Score -709562.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -709565.562500 Penalty: 4261.597168
	Iteration 25Q: 3 clusters Score -709565.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -709567.125000 Penalty: 4261.597168
	Iteration 26Q: 3 clusters Score -709567.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -709568.687500 Penalty: 4261.597168
	Iteration 27Q: 3 clusters Score -709568.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -709570.000000 Penalty: 4261.597168
	Iteration 28Q: 3 clusters Score -709570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -709572.375000 Penalty: 4261.597168
	Iteration 29Q: 3 clusters Score -709572.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -709574.250000 Penalty: 4261.597168
	Iteration 30Q: 3 clusters Score -709574.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -709575.812500 Penalty: 4261.597168
	Iteration 31Q: 3 clusters Score -709575.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -709575.812500 Penalty: 4261.597168
	Iteration 32F: 3 clusters Score -709575.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Entering Unmasked Estep 
Score: -383212.250000 Penalty: 1977.854736
	Iteration 0F: 2 clusters Score -383212.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -380086.531250 Penalty: 3955.709473
	Iteration 0F: 3 clusters Score -380086.5 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -380992.218750 Penalty: 3955.709473
	Iteration 1F: 3 clusters Score -380992.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -381611.781250 Penalty: 3955.709473
	Iteration 2F: 3 clusters Score -381611.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -382011.031250 Penalty: 3955.709473
	Iteration 3F: 3 clusters Score -382011 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -382256.281250 Penalty: 3955.709473
	Iteration 4F: 3 clusters Score -382256.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -382413.656250 Penalty: 3955.709473
	Iteration 5F: 3 clusters Score -382413.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -382501.531250 Penalty: 3955.709473
	Iteration 6Q: 3 clusters Score -382501.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -382565.437500 Penalty: 3955.709473
	Iteration 7Q: 3 clusters Score -382565.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -382617.312500 Penalty: 3955.709473
	Iteration 8Q: 3 clusters Score -382617.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -382653.687500 Penalty: 3955.709473
	Iteration 9Q: 3 clusters Score -382653.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -382671.531250 Penalty: 3955.709473
	Iteration 10Q: 3 clusters Score -382671.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -382685.906250 Penalty: 3955.709473
	Iteration 11Q: 3 clusters Score -382685.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -382699.343750 Penalty: 3955.709473
	Iteration 12Q: 3 clusters Score -382699.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -382709.812500 Penalty: 3955.709473
	Iteration 13Q: 3 clusters Score -382709.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -382717.437500 Penalty: 3955.709473
	Iteration 14Q: 3 clusters Score -382717.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -382721.781250 Penalty: 3955.709473
	Iteration 15Q: 3 clusters Score -382721.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -382724.187500 Penalty: 3955.709473
	Iteration 16Q: 3 clusters Score -382724.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -382724.937500 Penalty: 3955.709473
	Iteration 17Q: 3 clusters Score -382724.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -382726.437500 Penalty: 3955.709473
	Iteration 18Q: 3 clusters Score -382726.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -382728.312500 Penalty: 3955.709473
	Iteration 19Q: 3 clusters Score -382728.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -382729.062500 Penalty: 3955.709473
	Iteration 20F: 3 clusters Score -382729.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -382730.968750 Penalty: 3955.709473
	Iteration 21Q: 3 clusters Score -382731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -382731.000000 Penalty: 3955.709473
	Iteration 22Q: 3 clusters Score -382731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -382731.000000 Penalty: 3955.709473
	Iteration 23F: 3 clusters Score -382731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -76112.257812 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -76112.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74505.515625 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -74505.52 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -74811.734375 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -74811.73 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75092.671875 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -75092.67 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -75597.062500 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -75597.06 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -75815.203125 Penalty: 3197.863525
	Iteration 4F: 3 clusters Score -75815.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -76056.851562 Penalty: 3197.863525
	Iteration 5F: 3 clusters Score -76056.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -76167.429688 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -76167.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -76191.671875 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -76191.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -76203.734375 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -76203.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -76206.445312 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -76206.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -76206.445312 Penalty: 3197.863525
	Iteration 10F: 3 clusters Score -76206.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89657 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 25683 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91609 members 
Mstep: Class 6 contains 71561 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164141 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159672 members 
Mstep: Class 12 contains 96113 members 
Mstep: Class 13 contains 157183 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5388 members 
Mstep: Class 16 contains 2908 members 
Mstep: Class 17 contains 159 members 
Mstep: Class 18 contains 174670 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161533 members 
Mstep: Class 22 contains 3821 members 
Mstep: Class 23 contains 158151 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 472 members 
Entering Unmasked Estep 
Score: -180437120.000000 Penalty: 87655.367188
Splitting cluster 17 changes total score from -180438944.000000 to -180437120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (174670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174670 members 
Entering Unmasked Estep 
Score: -23326922.000000 Penalty: 2993.522217
	Iteration 0F: 2 clusters Score -2.332692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87316 members 
Mstep: Class 2 contains 87354 members 
Entering Unmasked Estep 
Score: -23213360.000000 Penalty: 5987.044434
	Iteration 0F: 3 clusters Score -2.321336e+07 nChanged 83680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88772 members 
Mstep: Class 2 contains 85898 members 
Entering Unmasked Estep 
Score: -23261776.000000 Penalty: 5987.044434
	Iteration 1F: 3 clusters Score -2.326178e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90106 members 
Mstep: Class 2 contains 84564 members 
Entering Unmasked Estep 
Score: -23262984.000000 Penalty: 5987.044434
	Iteration 2Q: 3 clusters Score -2.326298e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92245 members 
Mstep: Class 2 contains 82425 members 
Entering Unmasked Estep 
Score: -23264816.000000 Penalty: 5987.044434
	Iteration 3Q: 3 clusters Score -2.326482e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95536 members 
Mstep: Class 2 contains 79134 members 
Entering Unmasked Estep 
Score: -23267278.000000 Penalty: 5987.044434
	Iteration 4Q: 3 clusters Score -2.326728e+07 nChanged 8433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100237 members 
Mstep: Class 2 contains 74433 members 
Entering Unmasked Estep 
Score: -23271002.000000 Penalty: 5987.044434
	Iteration 5Q: 3 clusters Score -2.3271e+07 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106336 members 
Mstep: Class 2 contains 68334 members 
Entering Unmasked Estep 
Score: -23275868.000000 Penalty: 5987.044434
	Iteration 6F: 3 clusters Score -2.327587e+07 nChanged 10835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113795 members 
Mstep: Class 2 contains 60875 members 
Entering Unmasked Estep 
Score: -23281970.000000 Penalty: 5987.044434
	Iteration 7F: 3 clusters Score -2.328197e+07 nChanged 11324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122413 members 
Mstep: Class 2 contains 52257 members 
Entering Unmasked Estep 
Score: -23288514.000000 Penalty: 5987.044434
	Iteration 8F: 3 clusters Score -2.328851e+07 nChanged 11188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132033 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -23296030.000000 Penalty: 5987.044434
	Iteration 9F: 3 clusters Score -2.329603e+07 nChanged 10543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141928 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -23303358.000000 Penalty: 5987.044434
	Iteration 10F: 3 clusters Score -2.330336e+07 nChanged 9604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151396 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -23310578.000000 Penalty: 5987.044434
	Iteration 11F: 3 clusters Score -2.331058e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159644 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -23316518.000000 Penalty: 5987.044434
	Iteration 12Q: 3 clusters Score -2.331652e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165911 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -23320624.000000 Penalty: 5987.044434
	Iteration 13Q: 3 clusters Score -2.332062e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169928 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -23322724.000000 Penalty: 5987.044434
	Iteration 14Q: 3 clusters Score -2.332272e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172062 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -23323614.000000 Penalty: 5987.044434
	Iteration 15Q: 3 clusters Score -2.332361e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173064 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -23323926.000000 Penalty: 5987.044434
	Iteration 16Q: 3 clusters Score -2.332393e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173547 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -23324192.000000 Penalty: 5987.044434
	Iteration 17Q: 3 clusters Score -2.332419e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173801 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -23324274.000000 Penalty: 5987.044434
	Iteration 18Q: 3 clusters Score -2.332427e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173931 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -23324302.000000 Penalty: 5987.044434
	Iteration 19Q: 3 clusters Score -2.33243e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173999 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -23324362.000000 Penalty: 5987.044434
	Iteration 20F: 3 clusters Score -2.332436e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174046 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -23324390.000000 Penalty: 5987.044434
	Iteration 21Q: 3 clusters Score -2.332439e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174076 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -23324444.000000 Penalty: 5987.044434
	Iteration 22Q: 3 clusters Score -2.332444e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174098 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -23324466.000000 Penalty: 5987.044434
	Iteration 23Q: 3 clusters Score -2.332447e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174112 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -23324456.000000 Penalty: 5987.044434
	Iteration 24Q: 3 clusters Score -2.332446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174122 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -23324468.000000 Penalty: 5987.044434
	Iteration 25Q: 3 clusters Score -2.332447e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174131 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -23324454.000000 Penalty: 5987.044434
	Iteration 26Q: 3 clusters Score -2.332445e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174137 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -23324452.000000 Penalty: 5987.044434
	Iteration 27Q: 3 clusters Score -2.332445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174143 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -23324470.000000 Penalty: 5987.044434
	Iteration 28Q: 3 clusters Score -2.332447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174148 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -23324454.000000 Penalty: 5987.044434
	Iteration 29Q: 3 clusters Score -2.332445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174153 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -23324486.000000 Penalty: 5987.044434
	Iteration 30Q: 3 clusters Score -2.332449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174158 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -23324496.000000 Penalty: 5987.044434
	Iteration 31Q: 3 clusters Score -2.33245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174162 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -23324474.000000 Penalty: 5987.044434
	Iteration 32Q: 3 clusters Score -2.332447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174165 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -23324484.000000 Penalty: 5987.044434
	Iteration 33Q: 3 clusters Score -2.332448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174166 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -23324492.000000 Penalty: 5987.044434
	Iteration 34Q: 3 clusters Score -2.332449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174166 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -23324492.000000 Penalty: 5987.044434
	Iteration 35F: 3 clusters Score -2.332449e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -48214.523438 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -48214.52 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 197 members 
Entering Unmasked Estep 
Score: -46768.757812 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -46768.76 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -46972.746094 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -46972.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -47189.296875 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -47189.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47241.968750 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -47241.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47271.609375 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -47271.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -47290.929688 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -47290.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -47320.289062 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -47320.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -47369.437500 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -47369.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47513.359375 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -47513.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -47603.265625 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -47603.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47636.675781 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -47636.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -47675.925781 Penalty: 2974.240234
	Iteration 11Q: 3 clusters Score -47675.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47694.976562 Penalty: 2974.240234
	Iteration 12Q: 3 clusters Score -47694.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47722.906250 Penalty: 2974.240234
	Iteration 13Q: 3 clusters Score -47722.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47748.332031 Penalty: 2974.240234
	Iteration 14Q: 3 clusters Score -47748.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47763.570312 Penalty: 2974.240234
	Iteration 15Q: 3 clusters Score -47763.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -47773.156250 Penalty: 2974.240234
	Iteration 16Q: 3 clusters Score -47773.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47781.308594 Penalty: 2974.240234
	Iteration 17Q: 3 clusters Score -47781.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -47791.734375 Penalty: 2974.240234
	Iteration 18Q: 3 clusters Score -47791.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47803.324219 Penalty: 2974.240234
	Iteration 19Q: 3 clusters Score -47803.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47816.625000 Penalty: 2974.240234
	Iteration 20F: 3 clusters Score -47816.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -77982.890625 Penalty: 1598.144531
	Iteration 0F: 2 clusters Score -77982.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76346.140625 Penalty: 3196.289062
	Iteration 0F: 3 clusters Score -76346.14 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76530.242188 Penalty: 3196.289062
	Iteration 1F: 3 clusters Score -76530.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76584.187500 Penalty: 3196.289062
	Iteration 2Q: 3 clusters Score -76584.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76626.718750 Penalty: 3196.289062
	Iteration 3Q: 3 clusters Score -76626.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76667.375000 Penalty: 3196.289062
	Iteration 4Q: 3 clusters Score -76667.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76683.062500 Penalty: 3196.289062
	Iteration 5Q: 3 clusters Score -76683.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76692.031250 Penalty: 3196.289062
	Iteration 6Q: 3 clusters Score -76692.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -76695.625000 Penalty: 3196.289062
	Iteration 7Q: 3 clusters Score -76695.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -76705.000000 Penalty: 3196.289062
	Iteration 8Q: 3 clusters Score -76705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -76709.664062 Penalty: 3196.289062
	Iteration 9Q: 3 clusters Score -76709.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -76714.632812 Penalty: 3196.289062
	Iteration 10Q: 3 clusters Score -76714.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -76722.250000 Penalty: 3196.289062
	Iteration 11Q: 3 clusters Score -76722.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76729.492188 Penalty: 3196.289062
	Iteration 12Q: 3 clusters Score -76729.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -76730.773438 Penalty: 3196.289062
	Iteration 13Q: 3 clusters Score -76730.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76733.734375 Penalty: 3196.289062
	Iteration 14Q: 3 clusters Score -76733.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76734.890625 Penalty: 3196.289062
	Iteration 15Q: 3 clusters Score -76734.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76734.890625 Penalty: 3196.289062
	Iteration 16F: 3 clusters Score -76734.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (161533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161533 members 
Entering Unmasked Estep 
Score: -21423430.000000 Penalty: 2974.131348
	Iteration 0F: 2 clusters Score -2.142343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81046 members 
Mstep: Class 2 contains 80487 members 
Entering Unmasked Estep 
Score: -21317094.000000 Penalty: 5948.262695
	Iteration 0F: 3 clusters Score -2.131709e+07 nChanged 77382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85172 members 
Mstep: Class 2 contains 76361 members 
Entering Unmasked Estep 
Score: -21362180.000000 Penalty: 5948.262695
	Iteration 1F: 3 clusters Score -2.136218e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87730 members 
Mstep: Class 2 contains 73803 members 
Entering Unmasked Estep 
Score: -21363260.000000 Penalty: 5948.262695
	Iteration 2Q: 3 clusters Score -2.136326e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91593 members 
Mstep: Class 2 contains 69940 members 
Entering Unmasked Estep 
Score: -21364972.000000 Penalty: 5948.262695
	Iteration 3Q: 3 clusters Score -2.136497e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97366 members 
Mstep: Class 2 contains 64167 members 
Entering Unmasked Estep 
Score: -21367774.000000 Penalty: 5948.262695
	Iteration 4Q: 3 clusters Score -2.136777e+07 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105759 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -21372842.000000 Penalty: 5948.262695
	Iteration 5F: 3 clusters Score -2.137284e+07 nChanged 11573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117120 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -21381072.000000 Penalty: 5948.262695
	Iteration 6F: 3 clusters Score -2.138107e+07 nChanged 13495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130555 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -21393000.000000 Penalty: 5948.262695
	Iteration 7F: 3 clusters Score -2.1393e+07 nChanged 12788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143329 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -21405330.000000 Penalty: 5948.262695
	Iteration 8F: 3 clusters Score -2.140533e+07 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152184 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -21413982.000000 Penalty: 5948.262695
	Iteration 9F: 3 clusters Score -2.141398e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157109 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -21418116.000000 Penalty: 5948.262695
	Iteration 10Q: 3 clusters Score -2.141812e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159413 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -21419814.000000 Penalty: 5948.262695
	Iteration 11Q: 3 clusters Score -2.141981e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160378 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -21420414.000000 Penalty: 5948.262695
	Iteration 12Q: 3 clusters Score -2.142041e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160767 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -21420556.000000 Penalty: 5948.262695
	Iteration 13Q: 3 clusters Score -2.142056e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160940 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -21420644.000000 Penalty: 5948.262695
	Iteration 14Q: 3 clusters Score -2.142064e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161026 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -21420702.000000 Penalty: 5948.262695
	Iteration 15Q: 3 clusters Score -2.14207e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161079 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -21420762.000000 Penalty: 5948.262695
	Iteration 16Q: 3 clusters Score -2.142076e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161123 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -21420806.000000 Penalty: 5948.262695
	Iteration 17Q: 3 clusters Score -2.142081e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161146 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -21420840.000000 Penalty: 5948.262695
	Iteration 18Q: 3 clusters Score -2.142084e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161150 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -21420858.000000 Penalty: 5948.262695
	Iteration 19Q: 3 clusters Score -2.142086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161154 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -21420858.000000 Penalty: 5948.262695
	Iteration 20F: 3 clusters Score -2.142086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161156 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -21420870.000000 Penalty: 5948.262695
	Iteration 21Q: 3 clusters Score -2.142087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161158 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -21420870.000000 Penalty: 5948.262695
	Iteration 22Q: 3 clusters Score -2.142087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161158 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -21420866.000000 Penalty: 5948.262695
	Iteration 23Q: 3 clusters Score -2.142087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161158 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -21420874.000000 Penalty: 5948.262695
	Iteration 24Q: 3 clusters Score -2.142087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161161 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -21420884.000000 Penalty: 5948.262695
	Iteration 25Q: 3 clusters Score -2.142088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161164 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -21420878.000000 Penalty: 5948.262695
	Iteration 26Q: 3 clusters Score -2.142088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161162 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -21420870.000000 Penalty: 5948.262695
	Iteration 27Q: 3 clusters Score -2.142087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161162 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -21420870.000000 Penalty: 5948.262695
	Iteration 28F: 3 clusters Score -2.142087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -504156.187500 Penalty: 2045.570312
	Iteration 0F: 2 clusters Score -504156.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -500390.375000 Penalty: 4091.140625
	Iteration 0F: 3 clusters Score -500390.4 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -501216.250000 Penalty: 4091.140625
	Iteration 1F: 3 clusters Score -501216.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -501447.000000 Penalty: 4091.140625
	Iteration 2F: 3 clusters Score -501447 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -501591.968750 Penalty: 4091.140625
	Iteration 3Q: 3 clusters Score -501592 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -501693.531250 Penalty: 4091.140625
	Iteration 4Q: 3 clusters Score -501693.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -501768.031250 Penalty: 4091.140625
	Iteration 5Q: 3 clusters Score -501768 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -501836.000000 Penalty: 4091.140625
	Iteration 6Q: 3 clusters Score -501836 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -501901.156250 Penalty: 4091.140625
	Iteration 7Q: 3 clusters Score -501901.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -501961.906250 Penalty: 4091.140625
	Iteration 8Q: 3 clusters Score -501961.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -502013.531250 Penalty: 4091.140625
	Iteration 9Q: 3 clusters Score -502013.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -502059.906250 Penalty: 4091.140625
	Iteration 10Q: 3 clusters Score -502059.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -502092.312500 Penalty: 4091.140625
	Iteration 11Q: 3 clusters Score -502092.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -502111.125000 Penalty: 4091.140625
	Iteration 12Q: 3 clusters Score -502111.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -502130.625000 Penalty: 4091.140625
	Iteration 13Q: 3 clusters Score -502130.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -502150.250000 Penalty: 4091.140625
	Iteration 14Q: 3 clusters Score -502150.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -502172.843750 Penalty: 4091.140625
	Iteration 15Q: 3 clusters Score -502172.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -502192.156250 Penalty: 4091.140625
	Iteration 16Q: 3 clusters Score -502192.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -502208.437500 Penalty: 4091.140625
	Iteration 17Q: 3 clusters Score -502208.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -502221.187500 Penalty: 4091.140625
	Iteration 18Q: 3 clusters Score -502221.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -502229.281250 Penalty: 4091.140625
	Iteration 19Q: 3 clusters Score -502229.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -502239.000000 Penalty: 4091.140625
	Iteration 20F: 3 clusters Score -502239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -502250.718750 Penalty: 4091.140625
	Iteration 21Q: 3 clusters Score -502250.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -502266.843750 Penalty: 4091.140625
	Iteration 22Q: 3 clusters Score -502266.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -502278.125000 Penalty: 4091.140625
	Iteration 23Q: 3 clusters Score -502278.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -502284.750000 Penalty: 4091.140625
	Iteration 24Q: 3 clusters Score -502284.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -502293.125000 Penalty: 4091.140625
	Iteration 25Q: 3 clusters Score -502293.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -502302.000000 Penalty: 4091.140625
	Iteration 26Q: 3 clusters Score -502302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -502310.406250 Penalty: 4091.140625
	Iteration 27Q: 3 clusters Score -502310.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -502319.312500 Penalty: 4091.140625
	Iteration 28Q: 3 clusters Score -502319.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -502328.625000 Penalty: 4091.140625
	Iteration 29Q: 3 clusters Score -502328.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -502337.531250 Penalty: 4091.140625
	Iteration 30Q: 3 clusters Score -502337.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -502343.437500 Penalty: 4091.140625
	Iteration 31Q: 3 clusters Score -502343.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -502348.062500 Penalty: 4091.140625
	Iteration 32Q: 3 clusters Score -502348.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -502353.718750 Penalty: 4091.140625
	Iteration 33Q: 3 clusters Score -502353.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -502356.250000 Penalty: 4091.140625
	Iteration 34Q: 3 clusters Score -502356.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -502359.031250 Penalty: 4091.140625
	Iteration 35Q: 3 clusters Score -502359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -502361.750000 Penalty: 4091.140625
	Iteration 36Q: 3 clusters Score -502361.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -502368.750000 Penalty: 4091.140625
	Iteration 37Q: 3 clusters Score -502368.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -502373.781250 Penalty: 4091.140625
	Iteration 38Q: 3 clusters Score -502373.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -502380.093750 Penalty: 4091.140625
	Iteration 39Q: 3 clusters Score -502380.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -502387.656250 Penalty: 4091.140625
	Iteration 40F: 3 clusters Score -502387.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -502400.531250 Penalty: 4091.140625
	Iteration 41Q: 3 clusters Score -502400.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -502405.437500 Penalty: 4091.140625
	Iteration 42Q: 3 clusters Score -502405.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -502412.343750 Penalty: 4091.140625
	Iteration 43Q: 3 clusters Score -502412.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -502418.093750 Penalty: 4091.140625
	Iteration 44Q: 3 clusters Score -502418.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -502426.343750 Penalty: 4091.140625
	Iteration 45Q: 3 clusters Score -502426.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -502435.312500 Penalty: 4091.140625
	Iteration 46Q: 3 clusters Score -502435.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -502440.906250 Penalty: 4091.140625
	Iteration 47Q: 3 clusters Score -502440.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -502443.906250 Penalty: 4091.140625
	Iteration 48Q: 3 clusters Score -502443.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -502444.968750 Penalty: 4091.140625
	Iteration 49Q: 3 clusters Score -502445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -502446.093750 Penalty: 4091.140625
	Iteration 50Q: 3 clusters Score -502446.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -502446.875000 Penalty: 4091.140625
	Iteration 51Q: 3 clusters Score -502446.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -502450.406250 Penalty: 4091.140625
	Iteration 52Q: 3 clusters Score -502450.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -502450.937500 Penalty: 4091.140625
	Iteration 53Q: 3 clusters Score -502450.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -502453.406250 Penalty: 4091.140625
	Iteration 54Q: 3 clusters Score -502453.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -502456.187500 Penalty: 4091.140625
	Iteration 55Q: 3 clusters Score -502456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -502458.093750 Penalty: 4091.140625
	Iteration 56Q: 3 clusters Score -502458.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -502458.625000 Penalty: 4091.140625
	Iteration 57Q: 3 clusters Score -502458.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -502458.625000 Penalty: 4091.140625
	Iteration 58F: 3 clusters Score -502458.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (158151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158151 members 
Entering Unmasked Estep 
Score: -21000352.000000 Penalty: 2968.883789
	Iteration 0F: 2 clusters Score -2.100035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78944 members 
Mstep: Class 2 contains 79207 members 
Entering Unmasked Estep 
Score: -20896262.000000 Penalty: 5937.767578
	Iteration 0F: 3 clusters Score -2.089626e+07 nChanged 75707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77823 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
Score: -20939832.000000 Penalty: 5937.767578
	Iteration 1F: 3 clusters Score -2.093983e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77614 members 
Mstep: Class 2 contains 80537 members 
Entering Unmasked Estep 
Score: -20940568.000000 Penalty: 5937.767578
	Iteration 2Q: 3 clusters Score -2.094057e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77320 members 
Mstep: Class 2 contains 80831 members 
Entering Unmasked Estep 
Score: -20941502.000000 Penalty: 5937.767578
	Iteration 3Q: 3 clusters Score -2.09415e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76870 members 
Mstep: Class 2 contains 81281 members 
Entering Unmasked Estep 
Score: -20942704.000000 Penalty: 5937.767578
	Iteration 4Q: 3 clusters Score -2.09427e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76244 members 
Mstep: Class 2 contains 81907 members 
Entering Unmasked Estep 
Score: -20944058.000000 Penalty: 5937.767578
	Iteration 5Q: 3 clusters Score -2.094406e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75210 members 
Mstep: Class 2 contains 82941 members 
Entering Unmasked Estep 
Score: -20945938.000000 Penalty: 5937.767578
	Iteration 6Q: 3 clusters Score -2.094594e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73827 members 
Mstep: Class 2 contains 84324 members 
Entering Unmasked Estep 
Score: -20948668.000000 Penalty: 5937.767578
	Iteration 7Q: 3 clusters Score -2.094867e+07 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71737 members 
Mstep: Class 2 contains 86414 members 
Entering Unmasked Estep 
Score: -20952558.000000 Penalty: 5937.767578
	Iteration 8Q: 3 clusters Score -2.095256e+07 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69010 members 
Mstep: Class 2 contains 89141 members 
Entering Unmasked Estep 
Score: -20957634.000000 Penalty: 5937.767578
	Iteration 9F: 3 clusters Score -2.095763e+07 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66004 members 
Mstep: Class 2 contains 92147 members 
Entering Unmasked Estep 
Score: -20963470.000000 Penalty: 5937.767578
	Iteration 10F: 3 clusters Score -2.096347e+07 nChanged 9023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 94648 members 
Entering Unmasked Estep 
Score: -20969140.000000 Penalty: 5937.767578
	Iteration 11F: 3 clusters Score -2.096914e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61711 members 
Mstep: Class 2 contains 96440 members 
Entering Unmasked Estep 
Score: -20973296.000000 Penalty: 5937.767578
	Iteration 12F: 3 clusters Score -2.09733e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 97681 members 
Entering Unmasked Estep 
Score: -20975726.000000 Penalty: 5937.767578
	Iteration 13Q: 3 clusters Score -2.097573e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59540 members 
Mstep: Class 2 contains 98611 members 
Entering Unmasked Estep 
Score: -20976988.000000 Penalty: 5937.767578
	Iteration 14Q: 3 clusters Score -2.097699e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 99420 members 
Entering Unmasked Estep 
Score: -20977656.000000 Penalty: 5937.767578
	Iteration 15Q: 3 clusters Score -2.097766e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 100252 members 
Entering Unmasked Estep 
Score: -20977934.000000 Penalty: 5937.767578
	Iteration 16Q: 3 clusters Score -2.097793e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57132 members 
Mstep: Class 2 contains 101019 members 
Entering Unmasked Estep 
Score: -20978188.000000 Penalty: 5937.767578
	Iteration 17Q: 3 clusters Score -2.097819e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56374 members 
Mstep: Class 2 contains 101777 members 
Entering Unmasked Estep 
Score: -20978472.000000 Penalty: 5937.767578
	Iteration 18Q: 3 clusters Score -2.097847e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 102503 members 
Entering Unmasked Estep 
Score: -20978562.000000 Penalty: 5937.767578
	Iteration 19Q: 3 clusters Score -2.097856e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 103270 members 
Entering Unmasked Estep 
Score: -20978730.000000 Penalty: 5937.767578
	Iteration 20F: 3 clusters Score -2.097873e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 104029 members 
Entering Unmasked Estep 
Score: -20978946.000000 Penalty: 5937.767578
	Iteration 21Q: 3 clusters Score -2.097895e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 104820 members 
Entering Unmasked Estep 
Score: -20979140.000000 Penalty: 5937.767578
	Iteration 22Q: 3 clusters Score -2.097914e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 105680 members 
Entering Unmasked Estep 
Score: -20979374.000000 Penalty: 5937.767578
	Iteration 23Q: 3 clusters Score -2.097937e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51607 members 
Mstep: Class 2 contains 106544 members 
Entering Unmasked Estep 
Score: -20979500.000000 Penalty: 5937.767578
	Iteration 24Q: 3 clusters Score -2.09795e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 107464 members 
Entering Unmasked Estep 
Score: -20979720.000000 Penalty: 5937.767578
	Iteration 25Q: 3 clusters Score -2.097972e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 108507 members 
Entering Unmasked Estep 
Score: -20979910.000000 Penalty: 5937.767578
	Iteration 26Q: 3 clusters Score -2.097991e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 109583 members 
Entering Unmasked Estep 
Score: -20980176.000000 Penalty: 5937.767578
	Iteration 27Q: 3 clusters Score -2.098018e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 110750 members 
Entering Unmasked Estep 
Score: -20980328.000000 Penalty: 5937.767578
	Iteration 28Q: 3 clusters Score -2.098033e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 112036 members 
Entering Unmasked Estep 
Score: -20980570.000000 Penalty: 5937.767578
	Iteration 29Q: 3 clusters Score -2.098057e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 113367 members 
Entering Unmasked Estep 
Score: -20980852.000000 Penalty: 5937.767578
	Iteration 30Q: 3 clusters Score -2.098085e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 114779 members 
Entering Unmasked Estep 
Score: -20981186.000000 Penalty: 5937.767578
	Iteration 31Q: 3 clusters Score -2.098119e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 116264 members 
Entering Unmasked Estep 
Score: -20981596.000000 Penalty: 5937.767578
	Iteration 32Q: 3 clusters Score -2.09816e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 117923 members 
Entering Unmasked Estep 
Score: -20981966.000000 Penalty: 5937.767578
	Iteration 33Q: 3 clusters Score -2.098197e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 119668 members 
Entering Unmasked Estep 
Score: -20982390.000000 Penalty: 5937.767578
	Iteration 34Q: 3 clusters Score -2.098239e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 121607 members 
Entering Unmasked Estep 
Score: -20982940.000000 Penalty: 5937.767578
	Iteration 35Q: 3 clusters Score -2.098294e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 123622 members 
Entering Unmasked Estep 
Score: -20983390.000000 Penalty: 5937.767578
	Iteration 36Q: 3 clusters Score -2.098339e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 125766 members 
Entering Unmasked Estep 
Score: -20984002.000000 Penalty: 5937.767578
	Iteration 37Q: 3 clusters Score -2.0984e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 128070 members 
Entering Unmasked Estep 
Score: -20984690.000000 Penalty: 5937.767578
	Iteration 38Q: 3 clusters Score -2.098469e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 130480 members 
Entering Unmasked Estep 
Score: -20985472.000000 Penalty: 5937.767578
	Iteration 39Q: 3 clusters Score -2.098547e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 133008 members 
Entering Unmasked Estep 
Score: -20986392.000000 Penalty: 5937.767578
	Iteration 40F: 3 clusters Score -2.098639e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 135702 members 
Entering Unmasked Estep 
Score: -20987452.000000 Penalty: 5937.767578
	Iteration 41Q: 3 clusters Score -2.098745e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 138416 members 
Entering Unmasked Estep 
Score: -20988730.000000 Penalty: 5937.767578
	Iteration 42Q: 3 clusters Score -2.098873e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 141111 members 
Entering Unmasked Estep 
Score: -20989976.000000 Penalty: 5937.767578
	Iteration 43Q: 3 clusters Score -2.098998e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 143799 members 
Entering Unmasked Estep 
Score: -20991320.000000 Penalty: 5937.767578
	Iteration 44Q: 3 clusters Score -2.099132e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 146403 members 
Entering Unmasked Estep 
Score: -20992724.000000 Penalty: 5937.767578
	Iteration 45Q: 3 clusters Score -2.099272e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 148754 members 
Entering Unmasked Estep 
Score: -20994072.000000 Penalty: 5937.767578
	Iteration 46Q: 3 clusters Score -2.099407e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 150862 members 
Entering Unmasked Estep 
Score: -20995140.000000 Penalty: 5937.767578
	Iteration 47Q: 3 clusters Score -2.099514e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 152635 members 
Entering Unmasked Estep 
Score: -20995940.000000 Penalty: 5937.767578
	Iteration 48Q: 3 clusters Score -2.099594e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 153971 members 
Entering Unmasked Estep 
Score: -20996504.000000 Penalty: 5937.767578
	Iteration 49Q: 3 clusters Score -2.09965e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 154969 members 
Entering Unmasked Estep 
Score: -20996936.000000 Penalty: 5937.767578
	Iteration 50Q: 3 clusters Score -2.099694e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 155723 members 
Entering Unmasked Estep 
Score: -20997276.000000 Penalty: 5937.767578
	Iteration 51Q: 3 clusters Score -2.099728e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 156228 members 
Entering Unmasked Estep 
Score: -20997402.000000 Penalty: 5937.767578
	Iteration 52Q: 3 clusters Score -2.09974e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 156562 members 
Entering Unmasked Estep 
Score: -20997550.000000 Penalty: 5937.767578
	Iteration 53Q: 3 clusters Score -2.099755e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 156805 members 
Entering Unmasked Estep 
Score: -20997708.000000 Penalty: 5937.767578
	Iteration 54Q: 3 clusters Score -2.099771e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 156966 members 
Entering Unmasked Estep 
Score: -20997744.000000 Penalty: 5937.767578
	Iteration 55Q: 3 clusters Score -2.099774e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 157073 members 
Entering Unmasked Estep 
Score: -20997770.000000 Penalty: 5937.767578
	Iteration 56Q: 3 clusters Score -2.099777e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 157154 members 
Entering Unmasked Estep 
Score: -20997820.000000 Penalty: 5937.767578
	Iteration 57Q: 3 clusters Score -2.099782e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 157207 members 
Entering Unmasked Estep 
Score: -20997850.000000 Penalty: 5937.767578
	Iteration 58Q: 3 clusters Score -2.099785e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 157254 members 
Entering Unmasked Estep 
Score: -20997840.000000 Penalty: 5937.767578
	Iteration 59Q: 3 clusters Score -2.099784e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 157289 members 
Entering Unmasked Estep 
Score: -20997860.000000 Penalty: 5937.767578
	Iteration 60F: 3 clusters Score -2.099786e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 157314 members 
Entering Unmasked Estep 
Score: -20997850.000000 Penalty: 5937.767578
	Iteration 61Q: 3 clusters Score -2.099785e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 157332 members 
Entering Unmasked Estep 
Score: -20997888.000000 Penalty: 5937.767578
	Iteration 62Q: 3 clusters Score -2.099789e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 157353 members 
Entering Unmasked Estep 
Score: -20997890.000000 Penalty: 5937.767578
	Iteration 63Q: 3 clusters Score -2.099789e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 157369 members 
Entering Unmasked Estep 
Score: -20997892.000000 Penalty: 5937.767578
	Iteration 64Q: 3 clusters Score -2.099789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 157378 members 
Entering Unmasked Estep 
Score: -20997912.000000 Penalty: 5937.767578
	Iteration 65Q: 3 clusters Score -2.099791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 157384 members 
Entering Unmasked Estep 
Score: -20997906.000000 Penalty: 5937.767578
	Iteration 66Q: 3 clusters Score -2.099791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 157389 members 
Entering Unmasked Estep 
Score: -20997918.000000 Penalty: 5937.767578
	Iteration 67Q: 3 clusters Score -2.099792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 157392 members 
Entering Unmasked Estep 
Score: -20997920.000000 Penalty: 5937.767578
	Iteration 68Q: 3 clusters Score -2.099792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 157396 members 
Entering Unmasked Estep 
Score: -20997920.000000 Penalty: 5937.767578
	Iteration 69Q: 3 clusters Score -2.099792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 157398 members 
Entering Unmasked Estep 
Score: -20997908.000000 Penalty: 5937.767578
	Iteration 70Q: 3 clusters Score -2.099791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 157405 members 
Entering Unmasked Estep 
Score: -20997906.000000 Penalty: 5937.767578
	Iteration 71Q: 3 clusters Score -2.099791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 157406 members 
Entering Unmasked Estep 
Score: -20997922.000000 Penalty: 5937.767578
	Iteration 72Q: 3 clusters Score -2.099792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 157411 members 
Entering Unmasked Estep 
Score: -20997928.000000 Penalty: 5937.767578
	Iteration 73Q: 3 clusters Score -2.099793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 157413 members 
Entering Unmasked Estep 
Score: -20997912.000000 Penalty: 5937.767578
	Iteration 74Q: 3 clusters Score -2.099791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 157414 members 
Entering Unmasked Estep 
Score: -20997922.000000 Penalty: 5937.767578
	Iteration 75Q: 3 clusters Score -2.099792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 157414 members 
Entering Unmasked Estep 
Score: -20997922.000000 Penalty: 5937.767578
	Iteration 76F: 3 clusters Score -2.099792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -46941.703125 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -46941.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45519.625000 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -45519.62 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -45658.953125 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -45658.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45711.582031 Penalty: 2947.628662
	Iteration 2Q: 3 clusters Score -45711.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45722.003906 Penalty: 2947.628662
	Iteration 3Q: 3 clusters Score -45722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45722.003906 Penalty: 2947.628662
	Iteration 4F: 3 clusters Score -45722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89657 members 
Mstep: Class 2 contains 7275 members 
Mstep: Class 3 contains 25683 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91609 members 
Mstep: Class 6 contains 71561 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164141 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159672 members 
Mstep: Class 12 contains 96113 members 
Mstep: Class 13 contains 157183 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5388 members 
Mstep: Class 16 contains 2908 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174670 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161533 members 
Mstep: Class 22 contains 3821 members 
Mstep: Class 23 contains 158151 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439008.000000 Penalty: 84149.148438
Iteration 279Q: 25 clusters Score -1.80439e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89649 members 
Mstep: Class 2 contains 7269 members 
Mstep: Class 3 contains 25760 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91611 members 
Mstep: Class 6 contains 71540 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164127 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159685 members 
Mstep: Class 12 contains 96096 members 
Mstep: Class 13 contains 157164 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5388 members 
Mstep: Class 16 contains 2907 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174657 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161535 members 
Mstep: Class 22 contains 3821 members 
Mstep: Class 23 contains 158156 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439088.000000 Penalty: 84149.148438
Iteration 280F: 25 clusters Score -1.804391e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89644 members 
Mstep: Class 2 contains 7268 members 
Mstep: Class 3 contains 25824 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91606 members 
Mstep: Class 6 contains 71530 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164106 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159710 members 
Mstep: Class 12 contains 96082 members 
Mstep: Class 13 contains 157158 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5389 members 
Mstep: Class 16 contains 2906 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174632 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161533 members 
Mstep: Class 22 contains 3821 members 
Mstep: Class 23 contains 158156 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438976.000000 Penalty: 84149.148438
Iteration 281Q: 25 clusters Score -1.80439e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89625 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 25895 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91597 members 
Mstep: Class 6 contains 71520 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164093 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159736 members 
Mstep: Class 12 contains 96061 members 
Mstep: Class 13 contains 157156 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5391 members 
Mstep: Class 16 contains 2906 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174617 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161539 members 
Mstep: Class 22 contains 3821 members 
Mstep: Class 23 contains 158141 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438960.000000 Penalty: 84149.148438
Iteration 282Q: 25 clusters Score -1.80439e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89609 members 
Mstep: Class 2 contains 7266 members 
Mstep: Class 3 contains 25959 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91604 members 
Mstep: Class 6 contains 71509 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164083 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159735 members 
Mstep: Class 12 contains 96042 members 
Mstep: Class 13 contains 157146 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5392 members 
Mstep: Class 16 contains 2906 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174621 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161533 members 
Mstep: Class 22 contains 3820 members 
Mstep: Class 23 contains 158140 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439040.000000 Penalty: 84149.148438
Iteration 283Q: 25 clusters Score -1.80439e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89595 members 
Mstep: Class 2 contains 7265 members 
Mstep: Class 3 contains 26019 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91613 members 
Mstep: Class 6 contains 71506 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164064 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159748 members 
Mstep: Class 12 contains 96023 members 
Mstep: Class 13 contains 157134 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5405 members 
Mstep: Class 16 contains 2907 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174615 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161527 members 
Mstep: Class 22 contains 3820 members 
Mstep: Class 23 contains 158124 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439136.000000 Penalty: 84149.148438
Iteration 284Q: 25 clusters Score -1.804391e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89568 members 
Mstep: Class 2 contains 7265 members 
Mstep: Class 3 contains 26067 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91614 members 
Mstep: Class 6 contains 71494 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164057 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159779 members 
Mstep: Class 12 contains 96015 members 
Mstep: Class 13 contains 157129 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5411 members 
Mstep: Class 16 contains 2907 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174614 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161514 members 
Mstep: Class 22 contains 3819 members 
Mstep: Class 23 contains 158112 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439584.000000 Penalty: 84149.148438
Iteration 285Q: 25 clusters Score -1.804396e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89541 members 
Mstep: Class 2 contains 7265 members 
Mstep: Class 3 contains 26104 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91626 members 
Mstep: Class 6 contains 71474 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164074 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159778 members 
Mstep: Class 12 contains 96004 members 
Mstep: Class 13 contains 157136 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5414 members 
Mstep: Class 16 contains 2909 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174609 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161520 members 
Mstep: Class 22 contains 3818 members 
Mstep: Class 23 contains 158093 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439696.000000 Penalty: 84149.148438
Iteration 286Q: 25 clusters Score -1.804397e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89516 members 
Mstep: Class 2 contains 7265 members 
Mstep: Class 3 contains 26148 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91651 members 
Mstep: Class 6 contains 71446 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164084 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159778 members 
Mstep: Class 12 contains 95992 members 
Mstep: Class 13 contains 157130 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 5425 members 
Mstep: Class 16 contains 2911 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174597 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161516 members 
Mstep: Class 22 contains 3817 members 
Mstep: Class 23 contains 158088 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439760.000000 Penalty: 84149.148438
Iteration 287Q: 25 clusters Score -1.804398e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89482 members 
Mstep: Class 2 contains 7264 members 
Mstep: Class 3 contains 26174 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91689 members 
Mstep: Class 6 contains 71427 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164090 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159805 members 
Mstep: Class 12 contains 95977 members 
Mstep: Class 13 contains 157129 members 
Mstep: Class 14 contains 4758 members 
Mstep: Class 15 contains 5430 members 
Mstep: Class 16 contains 2914 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174587 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161512 members 
Mstep: Class 22 contains 3817 members 
Mstep: Class 23 contains 158066 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439584.000000 Penalty: 84149.148438
Iteration 288Q: 25 clusters Score -1.804396e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89443 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 26210 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91702 members 
Mstep: Class 6 contains 71409 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164099 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159831 members 
Mstep: Class 12 contains 95966 members 
Mstep: Class 13 contains 157124 members 
Mstep: Class 14 contains 4760 members 
Mstep: Class 15 contains 5436 members 
Mstep: Class 16 contains 2915 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174575 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161518 members 
Mstep: Class 22 contains 3816 members 
Mstep: Class 23 contains 158056 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439552.000000 Penalty: 84149.148438
Iteration 289Q: 25 clusters Score -1.804396e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89423 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 26251 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91682 members 
Mstep: Class 6 contains 71392 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164098 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159873 members 
Mstep: Class 12 contains 95956 members 
Mstep: Class 13 contains 157130 members 
Mstep: Class 14 contains 4760 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 2916 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174547 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161542 members 
Mstep: Class 22 contains 3815 members 
Mstep: Class 23 contains 158036 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439680.000000 Penalty: 84149.148438
Iteration 290Q: 25 clusters Score -1.804397e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89409 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 26294 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91663 members 
Mstep: Class 6 contains 71373 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164086 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159907 members 
Mstep: Class 12 contains 95938 members 
Mstep: Class 13 contains 157131 members 
Mstep: Class 14 contains 4760 members 
Mstep: Class 15 contains 5442 members 
Mstep: Class 16 contains 2917 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174537 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161558 members 
Mstep: Class 22 contains 3814 members 
Mstep: Class 23 contains 158031 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439808.000000 Penalty: 84149.148438
Iteration 291Q: 25 clusters Score -1.804398e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89389 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 26335 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91653 members 
Mstep: Class 6 contains 71362 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164084 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159947 members 
Mstep: Class 12 contains 95927 members 
Mstep: Class 13 contains 157129 members 
Mstep: Class 14 contains 4760 members 
Mstep: Class 15 contains 5445 members 
Mstep: Class 16 contains 2918 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174522 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161561 members 
Mstep: Class 22 contains 3814 members 
Mstep: Class 23 contains 158014 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439792.000000 Penalty: 84149.148438
Iteration 292Q: 25 clusters Score -1.804398e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89367 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 26364 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91649 members 
Mstep: Class 6 contains 71357 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164080 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159973 members 
Mstep: Class 12 contains 95923 members 
Mstep: Class 13 contains 157139 members 
Mstep: Class 14 contains 4760 members 
Mstep: Class 15 contains 5449 members 
Mstep: Class 16 contains 2920 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174504 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161567 members 
Mstep: Class 22 contains 3813 members 
Mstep: Class 23 contains 157995 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439808.000000 Penalty: 84149.148438
Iteration 293Q: 25 clusters Score -1.804398e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89353 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 26422 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91650 members 
Mstep: Class 6 contains 71345 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164074 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159978 members 
Mstep: Class 12 contains 95913 members 
Mstep: Class 13 contains 157140 members 
Mstep: Class 14 contains 4761 members 
Mstep: Class 15 contains 5451 members 
Mstep: Class 16 contains 2922 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174495 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161562 members 
Mstep: Class 22 contains 3813 members 
Mstep: Class 23 contains 157981 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439872.000000 Penalty: 84149.148438
Iteration 294Q: 25 clusters Score -1.804399e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89341 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 26469 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91648 members 
Mstep: Class 6 contains 71332 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164074 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159988 members 
Mstep: Class 12 contains 95904 members 
Mstep: Class 13 contains 157136 members 
Mstep: Class 14 contains 4761 members 
Mstep: Class 15 contains 5451 members 
Mstep: Class 16 contains 2921 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174475 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161582 members 
Mstep: Class 22 contains 3813 members 
Mstep: Class 23 contains 157965 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439872.000000 Penalty: 84149.148438
Iteration 295Q: 25 clusters Score -1.804399e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89328 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 26515 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91639 members 
Mstep: Class 6 contains 71323 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164051 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 160014 members 
Mstep: Class 12 contains 95882 members 
Mstep: Class 13 contains 157148 members 
Mstep: Class 14 contains 4761 members 
Mstep: Class 15 contains 5451 members 
Mstep: Class 16 contains 2922 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174464 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161592 members 
Mstep: Class 22 contains 3813 members 
Mstep: Class 23 contains 157957 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440016.000000 Penalty: 84149.148438
Iteration 296Q: 25 clusters Score -1.8044e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89324 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 26557 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91622 members 
Mstep: Class 6 contains 71316 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164045 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 160040 members 
Mstep: Class 12 contains 95866 members 
Mstep: Class 13 contains 157154 members 
Mstep: Class 14 contains 4761 members 
Mstep: Class 15 contains 5451 members 
Mstep: Class 16 contains 2922 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174436 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161607 members 
Mstep: Class 22 contains 3813 members 
Mstep: Class 23 contains 157946 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440048.000000 Penalty: 84149.148438
Iteration 297Q: 25 clusters Score -1.8044e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89310 members 
Mstep: Class 2 contains 7262 members 
Mstep: Class 3 contains 26594 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91607 members 
Mstep: Class 6 contains 71313 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164036 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 160068 members 
Mstep: Class 12 contains 95852 members 
Mstep: Class 13 contains 157161 members 
Mstep: Class 14 contains 4761 members 
Mstep: Class 15 contains 5450 members 
Mstep: Class 16 contains 2919 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174425 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161621 members 
Mstep: Class 22 contains 3813 members 
Mstep: Class 23 contains 157930 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440032.000000 Penalty: 84149.148438
Iteration 298Q: 25 clusters Score -1.8044e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89301 members 
Mstep: Class 2 contains 7261 members 
Mstep: Class 3 contains 26624 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91584 members 
Mstep: Class 6 contains 71309 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164039 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 160075 members 
Mstep: Class 12 contains 95835 members 
Mstep: Class 13 contains 157175 members 
Mstep: Class 14 contains 4761 members 
Mstep: Class 15 contains 5451 members 
Mstep: Class 16 contains 2916 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174432 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161626 members 
Mstep: Class 22 contains 3813 members 
Mstep: Class 23 contains 157920 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440000.000000 Penalty: 84149.148438
Iteration 299Q: 25 clusters Score -1.8044e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89287 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 26654 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91558 members 
Mstep: Class 6 contains 71310 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164041 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 160089 members 
Mstep: Class 12 contains 95822 members 
Mstep: Class 13 contains 157193 members 
Mstep: Class 14 contains 4761 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2916 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174419 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161644 members 
Mstep: Class 22 contains 3813 members 
Mstep: Class 23 contains 157903 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440144.000000 Penalty: 84149.148438
Iteration 300F: 25 clusters Score -1.804401e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89288 members 
Mstep: Class 2 contains 7258 members 
Mstep: Class 3 contains 26679 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91544 members 
Mstep: Class 6 contains 71304 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164034 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 160117 members 
Mstep: Class 12 contains 95813 members 
Mstep: Class 13 contains 157198 members 
Mstep: Class 14 contains 4761 members 
Mstep: Class 15 contains 5453 members 
Mstep: Class 16 contains 2914 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174398 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161656 members 
Mstep: Class 22 contains 3813 members 
Mstep: Class 23 contains 157892 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440144.000000 Penalty: 84149.148438
Iteration 301Q: 25 clusters Score -1.804401e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89291 members 
Mstep: Class 2 contains 7256 members 
Mstep: Class 3 contains 26711 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91542 members 
Mstep: Class 6 contains 71299 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164038 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 160133 members 
Mstep: Class 12 contains 95802 members 
Mstep: Class 13 contains 157188 members 
Mstep: Class 14 contains 4762 members 
Mstep: Class 15 contains 5453 members 
Mstep: Class 16 contains 2913 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174373 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161661 members 
Mstep: Class 22 contains 3813 members 
Mstep: Class 23 contains 157887 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440160.000000 Penalty: 84149.148438
Iteration 302Q: 25 clusters Score -1.804402e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89284 members 
Mstep: Class 2 contains 7254 members 
Mstep: Class 3 contains 26744 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91539 members 
Mstep: Class 6 contains 71290 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164040 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 160144 members 
Mstep: Class 12 contains 95790 members 
Mstep: Class 13 contains 157180 members 
Mstep: Class 14 contains 4764 members 
Mstep: Class 15 contains 5453 members 
Mstep: Class 16 contains 2914 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174362 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161676 members 
Mstep: Class 22 contains 3813 members 
Mstep: Class 23 contains 157875 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440160.000000 Penalty: 84149.148438
Iteration 303Q: 25 clusters Score -1.804402e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89273 members 
Mstep: Class 2 contains 7250 members 
Mstep: Class 3 contains 26774 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91541 members 
Mstep: Class 6 contains 71279 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164046 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 160147 members 
Mstep: Class 12 contains 95777 members 
Mstep: Class 13 contains 157190 members 
Mstep: Class 14 contains 4766 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2914 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174346 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161689 members 
Mstep: Class 22 contains 3812 members 
Mstep: Class 23 contains 157866 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440096.000000 Penalty: 84149.148438
Iteration 304Q: 25 clusters Score -1.804401e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89257 members 
Mstep: Class 2 contains 7245 members 
Mstep: Class 3 contains 26802 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91535 members 
Mstep: Class 6 contains 71271 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164057 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160170 members 
Mstep: Class 12 contains 95761 members 
Mstep: Class 13 contains 157186 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2914 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174338 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161690 members 
Mstep: Class 22 contains 3811 members 
Mstep: Class 23 contains 157864 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440112.000000 Penalty: 84149.148438
Iteration 305Q: 25 clusters Score -1.804401e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89243 members 
Mstep: Class 2 contains 7242 members 
Mstep: Class 3 contains 26835 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91523 members 
Mstep: Class 6 contains 71260 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164066 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160187 members 
Mstep: Class 12 contains 95749 members 
Mstep: Class 13 contains 157188 members 
Mstep: Class 14 contains 4769 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2914 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174320 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161699 members 
Mstep: Class 22 contains 3809 members 
Mstep: Class 23 contains 157865 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440144.000000 Penalty: 84149.148438
Iteration 306Q: 25 clusters Score -1.804401e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89221 members 
Mstep: Class 2 contains 7240 members 
Mstep: Class 3 contains 26868 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91513 members 
Mstep: Class 6 contains 71256 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164073 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160212 members 
Mstep: Class 12 contains 95730 members 
Mstep: Class 13 contains 157195 members 
Mstep: Class 14 contains 4770 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2914 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174311 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161701 members 
Mstep: Class 22 contains 3807 members 
Mstep: Class 23 contains 157858 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440128.000000 Penalty: 84149.148438
Iteration 307Q: 25 clusters Score -1.804401e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89216 members 
Mstep: Class 2 contains 7238 members 
Mstep: Class 3 contains 26890 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91507 members 
Mstep: Class 6 contains 71244 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164072 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160222 members 
Mstep: Class 12 contains 95719 members 
Mstep: Class 13 contains 157205 members 
Mstep: Class 14 contains 4772 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2914 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174304 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161718 members 
Mstep: Class 22 contains 3807 members 
Mstep: Class 23 contains 157841 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440032.000000 Penalty: 84149.148438
Iteration 308Q: 25 clusters Score -1.8044e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89208 members 
Mstep: Class 2 contains 7236 members 
Mstep: Class 3 contains 26926 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91501 members 
Mstep: Class 6 contains 71229 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164082 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160232 members 
Mstep: Class 12 contains 95705 members 
Mstep: Class 13 contains 157209 members 
Mstep: Class 14 contains 4774 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2914 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174284 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161725 members 
Mstep: Class 22 contains 3807 members 
Mstep: Class 23 contains 157837 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440080.000000 Penalty: 84149.148438
Iteration 309Q: 25 clusters Score -1.804401e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89196 members 
Mstep: Class 2 contains 7234 members 
Mstep: Class 3 contains 26960 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91495 members 
Mstep: Class 6 contains 71213 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164108 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160218 members 
Mstep: Class 12 contains 95690 members 
Mstep: Class 13 contains 157225 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2916 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174281 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161726 members 
Mstep: Class 22 contains 3808 members 
Mstep: Class 23 contains 157822 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439920.000000 Penalty: 84149.148438
Iteration 310Q: 25 clusters Score -1.804399e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89191 members 
Mstep: Class 2 contains 7232 members 
Mstep: Class 3 contains 26992 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91498 members 
Mstep: Class 6 contains 71202 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164101 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160212 members 
Mstep: Class 12 contains 95680 members 
Mstep: Class 13 contains 157238 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2916 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174279 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161722 members 
Mstep: Class 22 contains 3808 members 
Mstep: Class 23 contains 157820 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440096.000000 Penalty: 84149.148438
Iteration 311Q: 25 clusters Score -1.804401e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89185 members 
Mstep: Class 2 contains 7229 members 
Mstep: Class 3 contains 27020 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91487 members 
Mstep: Class 6 contains 71191 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164094 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160214 members 
Mstep: Class 12 contains 95671 members 
Mstep: Class 13 contains 157242 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2916 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174285 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161725 members 
Mstep: Class 22 contains 3808 members 
Mstep: Class 23 contains 157822 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440096.000000 Penalty: 84149.148438
Iteration 312Q: 25 clusters Score -1.804401e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89173 members 
Mstep: Class 2 contains 7229 members 
Mstep: Class 3 contains 27065 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91478 members 
Mstep: Class 6 contains 71177 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164092 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160210 members 
Mstep: Class 12 contains 95655 members 
Mstep: Class 13 contains 157245 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2916 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174292 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161714 members 
Mstep: Class 22 contains 3808 members 
Mstep: Class 23 contains 157834 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439952.000000 Penalty: 84149.148438
Iteration 313Q: 25 clusters Score -1.8044e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89162 members 
Mstep: Class 2 contains 7229 members 
Mstep: Class 3 contains 27099 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91466 members 
Mstep: Class 6 contains 71166 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164086 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160215 members 
Mstep: Class 12 contains 95641 members 
Mstep: Class 13 contains 157247 members 
Mstep: Class 14 contains 4784 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2916 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174302 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161712 members 
Mstep: Class 22 contains 3808 members 
Mstep: Class 23 contains 157836 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439952.000000 Penalty: 84149.148438
Iteration 314Q: 25 clusters Score -1.8044e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89150 members 
Mstep: Class 2 contains 7228 members 
Mstep: Class 3 contains 27132 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91448 members 
Mstep: Class 6 contains 71165 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164086 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160210 members 
Mstep: Class 12 contains 95633 members 
Mstep: Class 13 contains 157263 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2916 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174299 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161711 members 
Mstep: Class 22 contains 3808 members 
Mstep: Class 23 contains 157837 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439760.000000 Penalty: 84149.148438
Iteration 315Q: 25 clusters Score -1.804398e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89147 members 
Mstep: Class 2 contains 7226 members 
Mstep: Class 3 contains 27167 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91428 members 
Mstep: Class 6 contains 71165 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164083 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160201 members 
Mstep: Class 12 contains 95615 members 
Mstep: Class 13 contains 157274 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2917 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174299 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161717 members 
Mstep: Class 22 contains 3808 members 
Mstep: Class 23 contains 157839 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439680.000000 Penalty: 84149.148438
Iteration 316Q: 25 clusters Score -1.804397e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89147 members 
Mstep: Class 2 contains 7225 members 
Mstep: Class 3 contains 27213 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91415 members 
Mstep: Class 6 contains 71156 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164068 members 
Mstep: Class 10 contains 3002 members 
Mstep: Class 11 contains 160199 members 
Mstep: Class 12 contains 95598 members 
Mstep: Class 13 contains 157284 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2918 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174302 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161713 members 
Mstep: Class 22 contains 3809 members 
Mstep: Class 23 contains 157838 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439728.000000 Penalty: 84149.148438
Iteration 317Q: 25 clusters Score -1.804397e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89148 members 
Mstep: Class 2 contains 7224 members 
Mstep: Class 3 contains 27238 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91403 members 
Mstep: Class 6 contains 71156 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164063 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160188 members 
Mstep: Class 12 contains 95581 members 
Mstep: Class 13 contains 157306 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2918 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174309 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161706 members 
Mstep: Class 22 contains 3808 members 
Mstep: Class 23 contains 157839 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439744.000000 Penalty: 84149.148438
Iteration 318Q: 25 clusters Score -1.804397e+08 nChanged 286
Entering ConstructFrom: 
Score: -180439744.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (89139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89139 members 
Entering Unmasked Estep 
Score: -11814917.000000 Penalty: 2826.692139
	Iteration 0F: 2 clusters Score -1.181492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -11755316.000000 Penalty: 5653.384277
	Iteration 0F: 3 clusters Score -1.175532e+07 nChanged 42012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -11779214.000000 Penalty: 5653.384277
	Iteration 1F: 3 clusters Score -1.177921e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -11779812.000000 Penalty: 5653.384277
	Iteration 2Q: 3 clusters Score -1.177981e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -11780496.000000 Penalty: 5653.384277
	Iteration 3Q: 3 clusters Score -1.17805e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -11781393.000000 Penalty: 5653.384277
	Iteration 4Q: 3 clusters Score -1.178139e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52637 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -11782640.000000 Penalty: 5653.384277
	Iteration 5Q: 3 clusters Score -1.178264e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56568 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -11784814.000000 Penalty: 5653.384277
	Iteration 6Q: 3 clusters Score -1.178481e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -11788323.000000 Penalty: 5653.384277
	Iteration 7F: 3 clusters Score -1.178832e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68467 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -11793542.000000 Penalty: 5653.384277
	Iteration 8F: 3 clusters Score -1.179354e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75484 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -11799660.000000 Penalty: 5653.384277
	Iteration 9F: 3 clusters Score -1.179966e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81521 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -11805428.000000 Penalty: 5653.384277
	Iteration 10F: 3 clusters Score -1.180543e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85558 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -11809186.000000 Penalty: 5653.384277
	Iteration 11Q: 3 clusters Score -1.180919e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87568 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -11811023.000000 Penalty: 5653.384277
	Iteration 12Q: 3 clusters Score -1.181102e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88391 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -11811792.000000 Penalty: 5653.384277
	Iteration 13Q: 3 clusters Score -1.181179e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88687 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -11812105.000000 Penalty: 5653.384277
	Iteration 14Q: 3 clusters Score -1.18121e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88797 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -11812233.000000 Penalty: 5653.384277
	Iteration 15Q: 3 clusters Score -1.181223e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88840 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -11812259.000000 Penalty: 5653.384277
	Iteration 16Q: 3 clusters Score -1.181226e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88864 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -11812306.000000 Penalty: 5653.384277
	Iteration 17Q: 3 clusters Score -1.181231e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88873 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -11812313.000000 Penalty: 5653.384277
	Iteration 18Q: 3 clusters Score -1.181231e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88882 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -11812333.000000 Penalty: 5653.384277
	Iteration 19Q: 3 clusters Score -1.181233e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88883 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -11812348.000000 Penalty: 5653.384277
	Iteration 20F: 3 clusters Score -1.181235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88888 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -11812355.000000 Penalty: 5653.384277
	Iteration 21Q: 3 clusters Score -1.181236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88890 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11812355.000000 Penalty: 5653.384277
	Iteration 22Q: 3 clusters Score -1.181236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88891 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -11812360.000000 Penalty: 5653.384277
	Iteration 23Q: 3 clusters Score -1.181236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88892 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -11812360.000000 Penalty: 5653.384277
	Iteration 24Q: 3 clusters Score -1.181236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88893 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -11812359.000000 Penalty: 5653.384277
	Iteration 25Q: 3 clusters Score -1.181236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88896 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -11812360.000000 Penalty: 5653.384277
	Iteration 26Q: 3 clusters Score -1.181236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88897 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -11812360.000000 Penalty: 5653.384277
	Iteration 27Q: 3 clusters Score -1.181236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88897 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -11812360.000000 Penalty: 5653.384277
	Iteration 28F: 3 clusters Score -1.181236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Entering Unmasked Estep 
Score: -915594.250000 Penalty: 2203.486328
	Iteration 0F: 2 clusters Score -915594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -909741.250000 Penalty: 4406.972656
	Iteration 0F: 3 clusters Score -909741.2 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -911212.375000 Penalty: 4406.972656
	Iteration 1F: 3 clusters Score -911212.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -911459.000000 Penalty: 4406.972656
	Iteration 2F: 3 clusters Score -911459 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -911605.125000 Penalty: 4406.972656
	Iteration 3Q: 3 clusters Score -911605.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -911708.812500 Penalty: 4406.972656
	Iteration 4Q: 3 clusters Score -911708.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -911786.062500 Penalty: 4406.972656
	Iteration 5Q: 3 clusters Score -911786.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -911876.250000 Penalty: 4406.972656
	Iteration 6Q: 3 clusters Score -911876.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -911980.750000 Penalty: 4406.972656
	Iteration 7Q: 3 clusters Score -911980.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -912126.687500 Penalty: 4406.972656
	Iteration 8Q: 3 clusters Score -912126.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -912306.875000 Penalty: 4406.972656
	Iteration 9Q: 3 clusters Score -912306.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -912556.812500 Penalty: 4406.972656
	Iteration 10Q: 3 clusters Score -912556.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -912885.375000 Penalty: 4406.972656
	Iteration 11Q: 3 clusters Score -912885.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -913242.062500 Penalty: 4406.972656
	Iteration 12F: 3 clusters Score -913242.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -913487.500000 Penalty: 4406.972656
	Iteration 13Q: 3 clusters Score -913487.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -913664.875000 Penalty: 4406.972656
	Iteration 14Q: 3 clusters Score -913664.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -913768.312500 Penalty: 4406.972656
	Iteration 15Q: 3 clusters Score -913768.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -913840.812500 Penalty: 4406.972656
	Iteration 16Q: 3 clusters Score -913840.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -913909.625000 Penalty: 4406.972656
	Iteration 17Q: 3 clusters Score -913909.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -913956.187500 Penalty: 4406.972656
	Iteration 18Q: 3 clusters Score -913956.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -913995.562500 Penalty: 4406.972656
	Iteration 19Q: 3 clusters Score -913995.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -914026.937500 Penalty: 4406.972656
	Iteration 20F: 3 clusters Score -914026.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -914046.125000 Penalty: 4406.972656
	Iteration 21Q: 3 clusters Score -914046.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -914063.437500 Penalty: 4406.972656
	Iteration 22Q: 3 clusters Score -914063.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -914079.312500 Penalty: 4406.972656
	Iteration 23Q: 3 clusters Score -914079.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -914096.437500 Penalty: 4406.972656
	Iteration 24Q: 3 clusters Score -914096.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -914112.125000 Penalty: 4406.972656
	Iteration 25Q: 3 clusters Score -914112.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -914130.125000 Penalty: 4406.972656
	Iteration 26Q: 3 clusters Score -914130.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -914148.000000 Penalty: 4406.972656
	Iteration 27Q: 3 clusters Score -914148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -914159.125000 Penalty: 4406.972656
	Iteration 28Q: 3 clusters Score -914159.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -914172.687500 Penalty: 4406.972656
	Iteration 29Q: 3 clusters Score -914172.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -914185.812500 Penalty: 4406.972656
	Iteration 30Q: 3 clusters Score -914185.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -914196.125000 Penalty: 4406.972656
	Iteration 31Q: 3 clusters Score -914196.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -914201.062500 Penalty: 4406.972656
	Iteration 32Q: 3 clusters Score -914201.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -914205.750000 Penalty: 4406.972656
	Iteration 33Q: 3 clusters Score -914205.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -914211.062500 Penalty: 4406.972656
	Iteration 34Q: 3 clusters Score -914211.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -914218.250000 Penalty: 4406.972656
	Iteration 35Q: 3 clusters Score -914218.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -914221.250000 Penalty: 4406.972656
	Iteration 36Q: 3 clusters Score -914221.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -914223.500000 Penalty: 4406.972656
	Iteration 37Q: 3 clusters Score -914223.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -914225.625000 Penalty: 4406.972656
	Iteration 38Q: 3 clusters Score -914225.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -914225.937500 Penalty: 4406.972656
	Iteration 39Q: 3 clusters Score -914225.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -914224.250000 Penalty: 4406.972656
	Iteration 40F: 3 clusters Score -914224.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Entering Unmasked Estep 
Score: -3829519.750000 Penalty: 2532.931152
	Iteration 0F: 2 clusters Score -3829520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3810786.750000 Penalty: 5065.862305
	Iteration 0F: 3 clusters Score -3810787 nChanged 12100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -3817381.500000 Penalty: 5065.862305
	Iteration 1F: 3 clusters Score -3817382 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3817818.500000 Penalty: 5065.862305
	Iteration 2Q: 3 clusters Score -3817818 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3818132.750000 Penalty: 5065.862305
	Iteration 3Q: 3 clusters Score -3818133 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -3818436.000000 Penalty: 5065.862305
	Iteration 4Q: 3 clusters Score -3818436 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3818701.500000 Penalty: 5065.862305
	Iteration 5Q: 3 clusters Score -3818702 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -3818970.750000 Penalty: 5065.862305
	Iteration 6Q: 3 clusters Score -3818971 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -3819302.000000 Penalty: 5065.862305
	Iteration 7Q: 3 clusters Score -3819302 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -3819753.250000 Penalty: 5065.862305
	Iteration 8Q: 3 clusters Score -3819753 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3820382.750000 Penalty: 5065.862305
	Iteration 9Q: 3 clusters Score -3820383 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -3821234.250000 Penalty: 5065.862305
	Iteration 10Q: 3 clusters Score -3821234 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -3822245.000000 Penalty: 5065.862305
	Iteration 11Q: 3 clusters Score -3822245 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -3823236.500000 Penalty: 5065.862305
	Iteration 12Q: 3 clusters Score -3823236 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -3824015.750000 Penalty: 5065.862305
	Iteration 13Q: 3 clusters Score -3824016 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -3824633.500000 Penalty: 5065.862305
	Iteration 14Q: 3 clusters Score -3824634 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -3825078.500000 Penalty: 5065.862305
	Iteration 15Q: 3 clusters Score -3825078 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -3825436.750000 Penalty: 5065.862305
	Iteration 16Q: 3 clusters Score -3825437 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -3825761.500000 Penalty: 5065.862305
	Iteration 17Q: 3 clusters Score -3825762 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -3826016.250000 Penalty: 5065.862305
	Iteration 18Q: 3 clusters Score -3826016 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -3826238.250000 Penalty: 5065.862305
	Iteration 19Q: 3 clusters Score -3826238 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -3826409.500000 Penalty: 5065.862305
	Iteration 20F: 3 clusters Score -3826410 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -3826562.750000 Penalty: 5065.862305
	Iteration 21Q: 3 clusters Score -3826563 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -3826695.250000 Penalty: 5065.862305
	Iteration 22Q: 3 clusters Score -3826695 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -3826801.750000 Penalty: 5065.862305
	Iteration 23Q: 3 clusters Score -3826802 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -3826890.500000 Penalty: 5065.862305
	Iteration 24Q: 3 clusters Score -3826890 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -3826946.500000 Penalty: 5065.862305
	Iteration 25Q: 3 clusters Score -3826946 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -3827005.750000 Penalty: 5065.862305
	Iteration 26Q: 3 clusters Score -3827006 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -3827058.500000 Penalty: 5065.862305
	Iteration 27Q: 3 clusters Score -3827058 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -3827098.000000 Penalty: 5065.862305
	Iteration 28Q: 3 clusters Score -3827098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -3827127.500000 Penalty: 5065.862305
	Iteration 29Q: 3 clusters Score -3827128 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -3827153.000000 Penalty: 5065.862305
	Iteration 30Q: 3 clusters Score -3827153 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -3827187.750000 Penalty: 5065.862305
	Iteration 31Q: 3 clusters Score -3827188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -3827218.750000 Penalty: 5065.862305
	Iteration 32Q: 3 clusters Score -3827219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -3827238.500000 Penalty: 5065.862305
	Iteration 33Q: 3 clusters Score -3827238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -3827254.000000 Penalty: 5065.862305
	Iteration 34Q: 3 clusters Score -3827254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -3827264.500000 Penalty: 5065.862305
	Iteration 35Q: 3 clusters Score -3827264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -3827264.750000 Penalty: 5065.862305
	Iteration 36Q: 3 clusters Score -3827265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -3827268.250000 Penalty: 5065.862305
	Iteration 37Q: 3 clusters Score -3827268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -3827269.750000 Penalty: 5065.862305
	Iteration 38Q: 3 clusters Score -3827270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -3827268.000000 Penalty: 5065.862305
	Iteration 39Q: 3 clusters Score -3827268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -3827267.000000 Penalty: 5065.862305
	Iteration 40F: 3 clusters Score -3827267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -3827268.000000 Penalty: 5065.862305
	Iteration 41Q: 3 clusters Score -3827268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -3827276.000000 Penalty: 5065.862305
	Iteration 42Q: 3 clusters Score -3827276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -3827281.250000 Penalty: 5065.862305
	Iteration 43Q: 3 clusters Score -3827281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -3827283.250000 Penalty: 5065.862305
	Iteration 44Q: 3 clusters Score -3827283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -3827284.250000 Penalty: 5065.862305
	Iteration 45Q: 3 clusters Score -3827284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -3827284.750000 Penalty: 5065.862305
	Iteration 46Q: 3 clusters Score -3827285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -3827284.750000 Penalty: 5065.862305
	Iteration 47F: 3 clusters Score -3827285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -38128.039062 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -38128.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -36838.324219 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -36838.32 nChanged 31
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: -36931.574219 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -36931.57 nChanged 11
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: -36974.414062 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -36974.41 nChanged 9
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: -37006.593750 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -37006.59 nChanged 2
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: -37013.066406 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -37013.07 nChanged 5
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: -37031.832031 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -37031.83 nChanged 5
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: -37054.585938 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -37054.59 nChanged 2
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: -37063.460938 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -37063.46 nChanged 3
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: -37084.386719 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -37084.39 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: -37153.847656 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -37153.85 nChanged 9
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: -37327.792969 Penalty: 2868.777344
	Iteration 10Q: 3 clusters Score -37327.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37398.796875 Penalty: 2868.777344
	Iteration 11Q: 3 clusters Score -37398.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37437.230469 Penalty: 2868.777344
	Iteration 12Q: 3 clusters Score -37437.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37462.496094 Penalty: 2868.777344
	Iteration 13Q: 3 clusters Score -37462.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37484.660156 Penalty: 2868.777344
	Iteration 14Q: 3 clusters Score -37484.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37503.210938 Penalty: 2868.777344
	Iteration 15Q: 3 clusters Score -37503.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37571.742188 Penalty: 2868.777344
	Iteration 16Q: 3 clusters Score -37571.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37663.863281 Penalty: 2868.777344
	Iteration 17Q: 3 clusters Score -37663.86 nChanged 7
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: -37783.105469 Penalty: 2868.777344
	Iteration 18Q: 3 clusters Score -37783.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38130.691406 Penalty: 2868.777344
	Iteration 19Q: 3 clusters Score -38130.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38177.855469 Penalty: 2868.777344
	Iteration 20F: 3 clusters Score -38177.86 nChanged 7
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: -38246.382812 Penalty: 2868.777344
	Iteration 21Q: 3 clusters Score -38246.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38259.773438 Penalty: 2868.777344
	Iteration 22Q: 3 clusters Score -38259.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38259.773438 Penalty: 2868.777344
	Iteration 23F: 3 clusters Score -38259.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89139 members 
Mstep: Class 2 contains 7223 members 
Mstep: Class 3 contains 27267 members 
Mstep: Class 4 contains 113 members 
Mstep: Class 5 contains 91383 members 
Mstep: Class 6 contains 71154 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164065 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160186 members 
Mstep: Class 12 contains 95568 members 
Mstep: Class 13 contains 157319 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2920 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174317 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161700 members 
Mstep: Class 22 contains 3807 members 
Mstep: Class 23 contains 157839 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 212 members 
Entering Unmasked Estep 
Score: -180438576.000000 Penalty: 87655.367188
Splitting cluster 4 changes total score from -180439744.000000 to -180438576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (91383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91383 members 
Entering Unmasked Estep 
Score: -12330441.000000 Penalty: 2832.857910
	Iteration 0F: 2 clusters Score -1.233044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -12269249.000000 Penalty: 5665.715820
	Iteration 0F: 3 clusters Score -1.226925e+07 nChanged 43345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -12293474.000000 Penalty: 5665.715820
	Iteration 1F: 3 clusters Score -1.229347e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -12294125.000000 Penalty: 5665.715820
	Iteration 2Q: 3 clusters Score -1.229412e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -12294707.000000 Penalty: 5665.715820
	Iteration 3Q: 3 clusters Score -1.229471e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -12295330.000000 Penalty: 5665.715820
	Iteration 4Q: 3 clusters Score -1.229533e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -12295953.000000 Penalty: 5665.715820
	Iteration 5Q: 3 clusters Score -1.229595e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -12296736.000000 Penalty: 5665.715820
	Iteration 6Q: 3 clusters Score -1.229674e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -12297671.000000 Penalty: 5665.715820
	Iteration 7Q: 3 clusters Score -1.229767e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -12298952.000000 Penalty: 5665.715820
	Iteration 8Q: 3 clusters Score -1.229895e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -12300425.000000 Penalty: 5665.715820
	Iteration 9Q: 3 clusters Score -1.230042e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -12302494.000000 Penalty: 5665.715820
	Iteration 10Q: 3 clusters Score -1.230249e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 52657 members 
Entering Unmasked Estep 
Score: -12305419.000000 Penalty: 5665.715820
	Iteration 11F: 3 clusters Score -1.230542e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -12308698.000000 Penalty: 5665.715820
	Iteration 12F: 3 clusters Score -1.23087e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -12311200.000000 Penalty: 5665.715820
	Iteration 13Q: 3 clusters Score -1.23112e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 55578 members 
Entering Unmasked Estep 
Score: -12312522.000000 Penalty: 5665.715820
	Iteration 14Q: 3 clusters Score -1.231252e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 56264 members 
Entering Unmasked Estep 
Score: -12312953.000000 Penalty: 5665.715820
	Iteration 15Q: 3 clusters Score -1.231295e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -12313195.000000 Penalty: 5665.715820
	Iteration 16Q: 3 clusters Score -1.23132e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 57805 members 
Entering Unmasked Estep 
Score: -12313373.000000 Penalty: 5665.715820
	Iteration 17Q: 3 clusters Score -1.231337e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -12313565.000000 Penalty: 5665.715820
	Iteration 18Q: 3 clusters Score -1.231356e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -12313713.000000 Penalty: 5665.715820
	Iteration 19Q: 3 clusters Score -1.231371e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 60433 members 
Entering Unmasked Estep 
Score: -12313966.000000 Penalty: 5665.715820
	Iteration 20F: 3 clusters Score -1.231397e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 61407 members 
Entering Unmasked Estep 
Score: -12314229.000000 Penalty: 5665.715820
	Iteration 21Q: 3 clusters Score -1.231423e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 62454 members 
Entering Unmasked Estep 
Score: -12314466.000000 Penalty: 5665.715820
	Iteration 22Q: 3 clusters Score -1.231447e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 63550 members 
Entering Unmasked Estep 
Score: -12314685.000000 Penalty: 5665.715820
	Iteration 23Q: 3 clusters Score -1.231468e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 64704 members 
Entering Unmasked Estep 
Score: -12315006.000000 Penalty: 5665.715820
	Iteration 24Q: 3 clusters Score -1.231501e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 65932 members 
Entering Unmasked Estep 
Score: -12315344.000000 Penalty: 5665.715820
	Iteration 25Q: 3 clusters Score -1.231534e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 67254 members 
Entering Unmasked Estep 
Score: -12315767.000000 Penalty: 5665.715820
	Iteration 26Q: 3 clusters Score -1.231577e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 68670 members 
Entering Unmasked Estep 
Score: -12316313.000000 Penalty: 5665.715820
	Iteration 27Q: 3 clusters Score -1.231631e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 70180 members 
Entering Unmasked Estep 
Score: -12316841.000000 Penalty: 5665.715820
	Iteration 28Q: 3 clusters Score -1.231684e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 71805 members 
Entering Unmasked Estep 
Score: -12317477.000000 Penalty: 5665.715820
	Iteration 29Q: 3 clusters Score -1.231748e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 73474 members 
Entering Unmasked Estep 
Score: -12318169.000000 Penalty: 5665.715820
	Iteration 30Q: 3 clusters Score -1.231817e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 75189 members 
Entering Unmasked Estep 
Score: -12318958.000000 Penalty: 5665.715820
	Iteration 31Q: 3 clusters Score -1.231896e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 76865 members 
Entering Unmasked Estep 
Score: -12319777.000000 Penalty: 5665.715820
	Iteration 32Q: 3 clusters Score -1.231978e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 78559 members 
Entering Unmasked Estep 
Score: -12320671.000000 Penalty: 5665.715820
	Iteration 33Q: 3 clusters Score -1.232067e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 80294 members 
Entering Unmasked Estep 
Score: -12321588.000000 Penalty: 5665.715820
	Iteration 34Q: 3 clusters Score -1.232159e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 81899 members 
Entering Unmasked Estep 
Score: -12322430.000000 Penalty: 5665.715820
	Iteration 35Q: 3 clusters Score -1.232243e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 83400 members 
Entering Unmasked Estep 
Score: -12323218.000000 Penalty: 5665.715820
	Iteration 36Q: 3 clusters Score -1.232322e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 84790 members 
Entering Unmasked Estep 
Score: -12324104.000000 Penalty: 5665.715820
	Iteration 37Q: 3 clusters Score -1.23241e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 85996 members 
Entering Unmasked Estep 
Score: -12324890.000000 Penalty: 5665.715820
	Iteration 38Q: 3 clusters Score -1.232489e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 87121 members 
Entering Unmasked Estep 
Score: -12325570.000000 Penalty: 5665.715820
	Iteration 39Q: 3 clusters Score -1.232557e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 88107 members 
Entering Unmasked Estep 
Score: -12326215.000000 Penalty: 5665.715820
	Iteration 40F: 3 clusters Score -1.232622e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 88913 members 
Entering Unmasked Estep 
Score: -12326789.000000 Penalty: 5665.715820
	Iteration 41Q: 3 clusters Score -1.232679e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 89507 members 
Entering Unmasked Estep 
Score: -12327163.000000 Penalty: 5665.715820
	Iteration 42Q: 3 clusters Score -1.232716e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 89912 members 
Entering Unmasked Estep 
Score: -12327429.000000 Penalty: 5665.715820
	Iteration 43Q: 3 clusters Score -1.232743e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 90184 members 
Entering Unmasked Estep 
Score: -12327559.000000 Penalty: 5665.715820
	Iteration 44Q: 3 clusters Score -1.232756e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 90369 members 
Entering Unmasked Estep 
Score: -12327673.000000 Penalty: 5665.715820
	Iteration 45Q: 3 clusters Score -1.232767e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 90505 members 
Entering Unmasked Estep 
Score: -12327768.000000 Penalty: 5665.715820
	Iteration 46Q: 3 clusters Score -1.232777e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 90591 members 
Entering Unmasked Estep 
Score: -12327816.000000 Penalty: 5665.715820
	Iteration 47Q: 3 clusters Score -1.232782e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 90643 members 
Entering Unmasked Estep 
Score: -12327865.000000 Penalty: 5665.715820
	Iteration 48Q: 3 clusters Score -1.232786e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 90689 members 
Entering Unmasked Estep 
Score: -12327899.000000 Penalty: 5665.715820
	Iteration 49Q: 3 clusters Score -1.23279e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 90722 members 
Entering Unmasked Estep 
Score: -12327900.000000 Penalty: 5665.715820
	Iteration 50Q: 3 clusters Score -1.23279e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 90740 members 
Entering Unmasked Estep 
Score: -12327909.000000 Penalty: 5665.715820
	Iteration 51Q: 3 clusters Score -1.232791e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 90756 members 
Entering Unmasked Estep 
Score: -12327926.000000 Penalty: 5665.715820
	Iteration 52Q: 3 clusters Score -1.232793e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 90765 members 
Entering Unmasked Estep 
Score: -12327940.000000 Penalty: 5665.715820
	Iteration 53Q: 3 clusters Score -1.232794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 90768 members 
Entering Unmasked Estep 
Score: -12327943.000000 Penalty: 5665.715820
	Iteration 54Q: 3 clusters Score -1.232794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 90772 members 
Entering Unmasked Estep 
Score: -12327951.000000 Penalty: 5665.715820
	Iteration 55Q: 3 clusters Score -1.232795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 90776 members 
Entering Unmasked Estep 
Score: -12327945.000000 Penalty: 5665.715820
	Iteration 56Q: 3 clusters Score -1.232794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 90778 members 
Entering Unmasked Estep 
Score: -12327943.000000 Penalty: 5665.715820
	Iteration 57Q: 3 clusters Score -1.232794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 90779 members 
Entering Unmasked Estep 
Score: -12327951.000000 Penalty: 5665.715820
	Iteration 58Q: 3 clusters Score -1.232795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 90780 members 
Entering Unmasked Estep 
Score: -12327953.000000 Penalty: 5665.715820
	Iteration 59Q: 3 clusters Score -1.232795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 90781 members 
Entering Unmasked Estep 
Score: -12327947.000000 Penalty: 5665.715820
	Iteration 60F: 3 clusters Score -1.232795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71154 members 
Entering Unmasked Estep 
Score: -9589415.000000 Penalty: 2770.805176
	Iteration 0F: 2 clusters Score -9589415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -9541884.000000 Penalty: 5541.610352
	Iteration 0F: 3 clusters Score -9541884 nChanged 33346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -9560536.000000 Penalty: 5541.610352
	Iteration 1F: 3 clusters Score -9560536 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -9561371.000000 Penalty: 5541.610352
	Iteration 2Q: 3 clusters Score -9561371 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -9562511.000000 Penalty: 5541.610352
	Iteration 3Q: 3 clusters Score -9562511 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -9564235.000000 Penalty: 5541.610352
	Iteration 4Q: 3 clusters Score -9564235 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -9566936.000000 Penalty: 5541.610352
	Iteration 5F: 3 clusters Score -9566936 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -9570439.000000 Penalty: 5541.610352
	Iteration 6F: 3 clusters Score -9570439 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -9574393.000000 Penalty: 5541.610352
	Iteration 7F: 3 clusters Score -9574393 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -9577886.000000 Penalty: 5541.610352
	Iteration 8F: 3 clusters Score -9577886 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -9580653.000000 Penalty: 5541.610352
	Iteration 9F: 3 clusters Score -9580653 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 54025 members 
Entering Unmasked Estep 
Score: -9582456.000000 Penalty: 5541.610352
	Iteration 10Q: 3 clusters Score -9582456 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -9583359.000000 Penalty: 5541.610352
	Iteration 11Q: 3 clusters Score -9583359 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -9583944.000000 Penalty: 5541.610352
	Iteration 12Q: 3 clusters Score -9583944 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 57800 members 
Entering Unmasked Estep 
Score: -9584398.000000 Penalty: 5541.610352
	Iteration 13Q: 3 clusters Score -9584398 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -9584742.000000 Penalty: 5541.610352
	Iteration 14Q: 3 clusters Score -9584742 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 59641 members 
Entering Unmasked Estep 
Score: -9585043.000000 Penalty: 5541.610352
	Iteration 15Q: 3 clusters Score -9585043 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
Score: -9585337.000000 Penalty: 5541.610352
	Iteration 16Q: 3 clusters Score -9585337 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -9585660.000000 Penalty: 5541.610352
	Iteration 17Q: 3 clusters Score -9585660 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 62116 members 
Entering Unmasked Estep 
Score: -9585978.000000 Penalty: 5541.610352
	Iteration 18Q: 3 clusters Score -9585978 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 62806 members 
Entering Unmasked Estep 
Score: -9586258.000000 Penalty: 5541.610352
	Iteration 19Q: 3 clusters Score -9586258 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 63440 members 
Entering Unmasked Estep 
Score: -9586481.000000 Penalty: 5541.610352
	Iteration 20F: 3 clusters Score -9586481 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 64056 members 
Entering Unmasked Estep 
Score: -9586664.000000 Penalty: 5541.610352
	Iteration 21Q: 3 clusters Score -9586664 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -9586873.000000 Penalty: 5541.610352
	Iteration 22Q: 3 clusters Score -9586873 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 65131 members 
Entering Unmasked Estep 
Score: -9587030.000000 Penalty: 5541.610352
	Iteration 23Q: 3 clusters Score -9587030 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 65595 members 
Entering Unmasked Estep 
Score: -9587172.000000 Penalty: 5541.610352
	Iteration 24Q: 3 clusters Score -9587172 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 66038 members 
Entering Unmasked Estep 
Score: -9587302.000000 Penalty: 5541.610352
	Iteration 25Q: 3 clusters Score -9587302 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 66433 members 
Entering Unmasked Estep 
Score: -9587423.000000 Penalty: 5541.610352
	Iteration 26Q: 3 clusters Score -9587423 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -9587565.000000 Penalty: 5541.610352
	Iteration 27Q: 3 clusters Score -9587565 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 67101 members 
Entering Unmasked Estep 
Score: -9587667.000000 Penalty: 5541.610352
	Iteration 28Q: 3 clusters Score -9587667 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 67361 members 
Entering Unmasked Estep 
Score: -9587727.000000 Penalty: 5541.610352
	Iteration 29Q: 3 clusters Score -9587727 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 67584 members 
Entering Unmasked Estep 
Score: -9587782.000000 Penalty: 5541.610352
	Iteration 30Q: 3 clusters Score -9587782 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 67769 members 
Entering Unmasked Estep 
Score: -9587833.000000 Penalty: 5541.610352
	Iteration 31Q: 3 clusters Score -9587833 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 67962 members 
Entering Unmasked Estep 
Score: -9587889.000000 Penalty: 5541.610352
	Iteration 32Q: 3 clusters Score -9587889 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 68110 members 
Entering Unmasked Estep 
Score: -9587944.000000 Penalty: 5541.610352
	Iteration 33Q: 3 clusters Score -9587944 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 68278 members 
Entering Unmasked Estep 
Score: -9588010.000000 Penalty: 5541.610352
	Iteration 34Q: 3 clusters Score -9588010 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 68437 members 
Entering Unmasked Estep 
Score: -9588061.000000 Penalty: 5541.610352
	Iteration 35Q: 3 clusters Score -9588061 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 68594 members 
Entering Unmasked Estep 
Score: -9588108.000000 Penalty: 5541.610352
	Iteration 36Q: 3 clusters Score -9588108 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 68740 members 
Entering Unmasked Estep 
Score: -9588161.000000 Penalty: 5541.610352
	Iteration 37Q: 3 clusters Score -9588161 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 68857 members 
Entering Unmasked Estep 
Score: -9588199.000000 Penalty: 5541.610352
	Iteration 38Q: 3 clusters Score -9588199 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 68956 members 
Entering Unmasked Estep 
Score: -9588258.000000 Penalty: 5541.610352
	Iteration 39Q: 3 clusters Score -9588258 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 69051 members 
Entering Unmasked Estep 
Score: -9588269.000000 Penalty: 5541.610352
	Iteration 40F: 3 clusters Score -9588269 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 69136 members 
Entering Unmasked Estep 
Score: -9588287.000000 Penalty: 5541.610352
	Iteration 41Q: 3 clusters Score -9588287 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 69207 members 
Entering Unmasked Estep 
Score: -9588301.000000 Penalty: 5541.610352
	Iteration 42Q: 3 clusters Score -9588301 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 69269 members 
Entering Unmasked Estep 
Score: -9588323.000000 Penalty: 5541.610352
	Iteration 43Q: 3 clusters Score -9588323 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 69327 members 
Entering Unmasked Estep 
Score: -9588325.000000 Penalty: 5541.610352
	Iteration 44Q: 3 clusters Score -9588325 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 69382 members 
Entering Unmasked Estep 
Score: -9588344.000000 Penalty: 5541.610352
	Iteration 45Q: 3 clusters Score -9588344 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 69438 members 
Entering Unmasked Estep 
Score: -9588347.000000 Penalty: 5541.610352
	Iteration 46Q: 3 clusters Score -9588347 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 69485 members 
Entering Unmasked Estep 
Score: -9588369.000000 Penalty: 5541.610352
	Iteration 47Q: 3 clusters Score -9588369 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 69525 members 
Entering Unmasked Estep 
Score: -9588383.000000 Penalty: 5541.610352
	Iteration 48Q: 3 clusters Score -9588383 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 69570 members 
Entering Unmasked Estep 
Score: -9588405.000000 Penalty: 5541.610352
	Iteration 49Q: 3 clusters Score -9588405 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 69599 members 
Entering Unmasked Estep 
Score: -9588430.000000 Penalty: 5541.610352
	Iteration 50Q: 3 clusters Score -9588430 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 69635 members 
Entering Unmasked Estep 
Score: -9588445.000000 Penalty: 5541.610352
	Iteration 51Q: 3 clusters Score -9588445 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 69669 members 
Entering Unmasked Estep 
Score: -9588471.000000 Penalty: 5541.610352
	Iteration 52Q: 3 clusters Score -9588471 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 69696 members 
Entering Unmasked Estep 
Score: -9588474.000000 Penalty: 5541.610352
	Iteration 53Q: 3 clusters Score -9588474 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
Score: -9588476.000000 Penalty: 5541.610352
	Iteration 54Q: 3 clusters Score -9588476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -9588473.000000 Penalty: 5541.610352
	Iteration 55Q: 3 clusters Score -9588473 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 69781 members 
Entering Unmasked Estep 
Score: -9588478.000000 Penalty: 5541.610352
	Iteration 56Q: 3 clusters Score -9588478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 69806 members 
Entering Unmasked Estep 
Score: -9588494.000000 Penalty: 5541.610352
	Iteration 57Q: 3 clusters Score -9588494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 69828 members 
Entering Unmasked Estep 
Score: -9588503.000000 Penalty: 5541.610352
	Iteration 58Q: 3 clusters Score -9588503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 69846 members 
Entering Unmasked Estep 
Score: -9588503.000000 Penalty: 5541.610352
	Iteration 59Q: 3 clusters Score -9588503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 69859 members 
Entering Unmasked Estep 
Score: -9588501.000000 Penalty: 5541.610352
	Iteration 60F: 3 clusters Score -9588501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 69875 members 
Entering Unmasked Estep 
Score: -9588507.000000 Penalty: 5541.610352
	Iteration 61Q: 3 clusters Score -9588507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 69886 members 
Entering Unmasked Estep 
Score: -9588504.000000 Penalty: 5541.610352
	Iteration 62Q: 3 clusters Score -9588504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 69892 members 
Entering Unmasked Estep 
Score: -9588496.000000 Penalty: 5541.610352
	Iteration 63Q: 3 clusters Score -9588496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 69899 members 
Entering Unmasked Estep 
Score: -9588505.000000 Penalty: 5541.610352
	Iteration 64Q: 3 clusters Score -9588505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 69907 members 
Entering Unmasked Estep 
Score: -9588506.000000 Penalty: 5541.610352
	Iteration 65Q: 3 clusters Score -9588506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 69912 members 
Entering Unmasked Estep 
Score: -9588504.000000 Penalty: 5541.610352
	Iteration 66Q: 3 clusters Score -9588504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 69916 members 
Entering Unmasked Estep 
Score: -9588513.000000 Penalty: 5541.610352
	Iteration 67Q: 3 clusters Score -9588513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 69919 members 
Entering Unmasked Estep 
Score: -9588501.000000 Penalty: 5541.610352
	Iteration 68Q: 3 clusters Score -9588501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 69922 members 
Entering Unmasked Estep 
Score: -9588505.000000 Penalty: 5541.610352
	Iteration 69Q: 3 clusters Score -9588505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 69924 members 
Entering Unmasked Estep 
Score: -9588497.000000 Penalty: 5541.610352
	Iteration 70Q: 3 clusters Score -9588497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 69924 members 
Entering Unmasked Estep 
Score: -9588497.000000 Penalty: 5541.610352
	Iteration 71F: 3 clusters Score -9588497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -41274.535156 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -41274.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40070.351562 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -40070.35 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40833.015625 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -40833.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41261.476562 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -41261.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41513.238281 Penalty: 3001.836182
	Iteration 3F: 3 clusters Score -41513.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41710.019531 Penalty: 3001.836182
	Iteration 4F: 3 clusters Score -41710.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -41974.855469 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -41974.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -42158.824219 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -42158.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -42311.714844 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -42311.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -42426.035156 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -42426.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -42433.847656 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -42433.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -42434.757812 Penalty: 3001.836182
	Iteration 10F: 3 clusters Score -42434.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -42456.292969 Penalty: 3001.836182
	Iteration 11Q: 3 clusters Score -42456.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -42456.292969 Penalty: 3001.836182
	Iteration 12F: 3 clusters Score -42456.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89139 members 
Mstep: Class 2 contains 7223 members 
Mstep: Class 3 contains 27267 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91383 members 
Mstep: Class 6 contains 71154 members 
Mstep: Class 7 contains 149 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164065 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160186 members 
Mstep: Class 12 contains 95568 members 
Mstep: Class 13 contains 157319 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2920 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174317 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161700 members 
Mstep: Class 22 contains 3807 members 
Mstep: Class 23 contains 157839 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 276 members 
Entering Unmasked Estep 
Score: -180439216.000000 Penalty: 87655.367188
Splitting cluster 7 changes total score from -180439744.000000 to -180439216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -71767.906250 Penalty: 1573.717773
	Iteration 0F: 2 clusters Score -71767.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70140.148438 Penalty: 3147.435547
	Iteration 0F: 3 clusters Score -70140.15 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70321.937500 Penalty: 3147.435547
	Iteration 1F: 3 clusters Score -70321.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -70391.062500 Penalty: 3147.435547
	Iteration 2F: 3 clusters Score -70391.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70424.554688 Penalty: 3147.435547
	Iteration 3Q: 3 clusters Score -70424.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -70443.359375 Penalty: 3147.435547
	Iteration 4Q: 3 clusters Score -70443.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70449.539062 Penalty: 3147.435547
	Iteration 5Q: 3 clusters Score -70449.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70449.539062 Penalty: 3147.435547
	Iteration 6F: 3 clusters Score -70449.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (164065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164065 members 
Entering Unmasked Estep 
Score: -21949210.000000 Penalty: 2977.988281
	Iteration 0F: 2 clusters Score -2.194921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81824 members 
Mstep: Class 2 contains 82241 members 
Entering Unmasked Estep 
Score: -21842946.000000 Penalty: 5955.976562
	Iteration 0F: 3 clusters Score -2.184295e+07 nChanged 78639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79703 members 
Mstep: Class 2 contains 84362 members 
Entering Unmasked Estep 
Score: -21889464.000000 Penalty: 5955.976562
	Iteration 1F: 3 clusters Score -2.188946e+07 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78491 members 
Mstep: Class 2 contains 85574 members 
Entering Unmasked Estep 
Score: -21890756.000000 Penalty: 5955.976562
	Iteration 2Q: 3 clusters Score -2.189076e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76601 members 
Mstep: Class 2 contains 87464 members 
Entering Unmasked Estep 
Score: -21892030.000000 Penalty: 5955.976562
	Iteration 3Q: 3 clusters Score -2.189203e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73730 members 
Mstep: Class 2 contains 90335 members 
Entering Unmasked Estep 
Score: -21893716.000000 Penalty: 5955.976562
	Iteration 4Q: 3 clusters Score -2.189372e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 94385 members 
Entering Unmasked Estep 
Score: -21896184.000000 Penalty: 5955.976562
	Iteration 5Q: 3 clusters Score -2.189618e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63980 members 
Mstep: Class 2 contains 100085 members 
Entering Unmasked Estep 
Score: -21899976.000000 Penalty: 5955.976562
	Iteration 6Q: 3 clusters Score -2.189998e+07 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56570 members 
Mstep: Class 2 contains 107495 members 
Entering Unmasked Estep 
Score: -21905644.000000 Penalty: 5955.976562
	Iteration 7F: 3 clusters Score -2.190564e+07 nChanged 10091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 116342 members 
Entering Unmasked Estep 
Score: -21913362.000000 Penalty: 5955.976562
	Iteration 8F: 3 clusters Score -2.191336e+07 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 125048 members 
Entering Unmasked Estep 
Score: -21921868.000000 Penalty: 5955.976562
	Iteration 9F: 3 clusters Score -2.192187e+07 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 132176 members 
Entering Unmasked Estep 
Score: -21928722.000000 Penalty: 5955.976562
	Iteration 10F: 3 clusters Score -2.192872e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 137475 members 
Entering Unmasked Estep 
Score: -21933742.000000 Penalty: 5955.976562
	Iteration 11Q: 3 clusters Score -2.193374e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 141552 members 
Entering Unmasked Estep 
Score: -21937068.000000 Penalty: 5955.976562
	Iteration 12Q: 3 clusters Score -2.193707e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 144853 members 
Entering Unmasked Estep 
Score: -21939698.000000 Penalty: 5955.976562
	Iteration 13Q: 3 clusters Score -2.19397e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 147648 members 
Entering Unmasked Estep 
Score: -21941562.000000 Penalty: 5955.976562
	Iteration 14Q: 3 clusters Score -2.194156e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 149970 members 
Entering Unmasked Estep 
Score: -21942860.000000 Penalty: 5955.976562
	Iteration 15Q: 3 clusters Score -2.194286e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 151931 members 
Entering Unmasked Estep 
Score: -21943776.000000 Penalty: 5955.976562
	Iteration 16Q: 3 clusters Score -2.194378e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 153504 members 
Entering Unmasked Estep 
Score: -21944712.000000 Penalty: 5955.976562
	Iteration 17Q: 3 clusters Score -2.194471e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 154836 members 
Entering Unmasked Estep 
Score: -21945368.000000 Penalty: 5955.976562
	Iteration 18Q: 3 clusters Score -2.194537e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 155963 members 
Entering Unmasked Estep 
Score: -21945956.000000 Penalty: 5955.976562
	Iteration 19Q: 3 clusters Score -2.194596e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 156947 members 
Entering Unmasked Estep 
Score: -21946276.000000 Penalty: 5955.976562
	Iteration 20F: 3 clusters Score -2.194628e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 157731 members 
Entering Unmasked Estep 
Score: -21946558.000000 Penalty: 5955.976562
	Iteration 21Q: 3 clusters Score -2.194656e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 158414 members 
Entering Unmasked Estep 
Score: -21946740.000000 Penalty: 5955.976562
	Iteration 22Q: 3 clusters Score -2.194674e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 158946 members 
Entering Unmasked Estep 
Score: -21946858.000000 Penalty: 5955.976562
	Iteration 23Q: 3 clusters Score -2.194686e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 159374 members 
Entering Unmasked Estep 
Score: -21946906.000000 Penalty: 5955.976562
	Iteration 24Q: 3 clusters Score -2.194691e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 159730 members 
Entering Unmasked Estep 
Score: -21946944.000000 Penalty: 5955.976562
	Iteration 25Q: 3 clusters Score -2.194694e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 160037 members 
Entering Unmasked Estep 
Score: -21946928.000000 Penalty: 5955.976562
	Iteration 26Q: 3 clusters Score -2.194693e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 160300 members 
Entering Unmasked Estep 
Score: -21946976.000000 Penalty: 5955.976562
	Iteration 27Q: 3 clusters Score -2.194698e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 160536 members 
Entering Unmasked Estep 
Score: -21946948.000000 Penalty: 5955.976562
	Iteration 28Q: 3 clusters Score -2.194695e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 160699 members 
Entering Unmasked Estep 
Score: -21946980.000000 Penalty: 5955.976562
	Iteration 29Q: 3 clusters Score -2.194698e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 160851 members 
Entering Unmasked Estep 
Score: -21947024.000000 Penalty: 5955.976562
	Iteration 30Q: 3 clusters Score -2.194702e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 160971 members 
Entering Unmasked Estep 
Score: -21947000.000000 Penalty: 5955.976562
	Iteration 31Q: 3 clusters Score -2.1947e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 161077 members 
Entering Unmasked Estep 
Score: -21947010.000000 Penalty: 5955.976562
	Iteration 32Q: 3 clusters Score -2.194701e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 161177 members 
Entering Unmasked Estep 
Score: -21947010.000000 Penalty: 5955.976562
	Iteration 33Q: 3 clusters Score -2.194701e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 161259 members 
Entering Unmasked Estep 
Score: -21947032.000000 Penalty: 5955.976562
	Iteration 34Q: 3 clusters Score -2.194703e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 161331 members 
Entering Unmasked Estep 
Score: -21947046.000000 Penalty: 5955.976562
	Iteration 35Q: 3 clusters Score -2.194705e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 161390 members 
Entering Unmasked Estep 
Score: -21947058.000000 Penalty: 5955.976562
	Iteration 36Q: 3 clusters Score -2.194706e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 161444 members 
Entering Unmasked Estep 
Score: -21947068.000000 Penalty: 5955.976562
	Iteration 37Q: 3 clusters Score -2.194707e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 161490 members 
Entering Unmasked Estep 
Score: -21947088.000000 Penalty: 5955.976562
	Iteration 38Q: 3 clusters Score -2.194709e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 161542 members 
Entering Unmasked Estep 
Score: -21947116.000000 Penalty: 5955.976562
	Iteration 39Q: 3 clusters Score -2.194712e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 161591 members 
Entering Unmasked Estep 
Score: -21947116.000000 Penalty: 5955.976562
	Iteration 40F: 3 clusters Score -2.194712e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 161642 members 
Entering Unmasked Estep 
Score: -21947128.000000 Penalty: 5955.976562
	Iteration 41Q: 3 clusters Score -2.194713e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 161670 members 
Entering Unmasked Estep 
Score: -21947118.000000 Penalty: 5955.976562
	Iteration 42Q: 3 clusters Score -2.194712e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 161697 members 
Entering Unmasked Estep 
Score: -21947136.000000 Penalty: 5955.976562
	Iteration 43Q: 3 clusters Score -2.194714e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 161715 members 
Entering Unmasked Estep 
Score: -21947140.000000 Penalty: 5955.976562
	Iteration 44Q: 3 clusters Score -2.194714e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 161744 members 
Entering Unmasked Estep 
Score: -21947126.000000 Penalty: 5955.976562
	Iteration 45Q: 3 clusters Score -2.194713e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 161769 members 
Entering Unmasked Estep 
Score: -21947126.000000 Penalty: 5955.976562
	Iteration 46Q: 3 clusters Score -2.194713e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 161787 members 
Entering Unmasked Estep 
Score: -21947112.000000 Penalty: 5955.976562
	Iteration 47Q: 3 clusters Score -2.194711e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 161806 members 
Entering Unmasked Estep 
Score: -21947114.000000 Penalty: 5955.976562
	Iteration 48Q: 3 clusters Score -2.194711e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 161823 members 
Entering Unmasked Estep 
Score: -21947098.000000 Penalty: 5955.976562
	Iteration 49Q: 3 clusters Score -2.19471e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 161841 members 
Entering Unmasked Estep 
Score: -21947110.000000 Penalty: 5955.976562
	Iteration 50Q: 3 clusters Score -2.194711e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 161856 members 
Entering Unmasked Estep 
Score: -21947120.000000 Penalty: 5955.976562
	Iteration 51Q: 3 clusters Score -2.194712e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 161868 members 
Entering Unmasked Estep 
Score: -21947122.000000 Penalty: 5955.976562
	Iteration 52Q: 3 clusters Score -2.194712e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 161880 members 
Entering Unmasked Estep 
Score: -21947106.000000 Penalty: 5955.976562
	Iteration 53Q: 3 clusters Score -2.194711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 161887 members 
Entering Unmasked Estep 
Score: -21947118.000000 Penalty: 5955.976562
	Iteration 54Q: 3 clusters Score -2.194712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 161896 members 
Entering Unmasked Estep 
Score: -21947106.000000 Penalty: 5955.976562
	Iteration 55Q: 3 clusters Score -2.194711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 161901 members 
Entering Unmasked Estep 
Score: -21947106.000000 Penalty: 5955.976562
	Iteration 56Q: 3 clusters Score -2.194711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 161911 members 
Entering Unmasked Estep 
Score: -21947090.000000 Penalty: 5955.976562
	Iteration 57Q: 3 clusters Score -2.194709e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 161918 members 
Entering Unmasked Estep 
Score: -21947102.000000 Penalty: 5955.976562
	Iteration 58Q: 3 clusters Score -2.19471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 161921 members 
Entering Unmasked Estep 
Score: -21947100.000000 Penalty: 5955.976562
	Iteration 59Q: 3 clusters Score -2.19471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 161922 members 
Entering Unmasked Estep 
Score: -21947092.000000 Penalty: 5955.976562
	Iteration 60F: 3 clusters Score -2.194709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Entering Unmasked Estep 
Score: -397466.750000 Penalty: 1985.661743
	Iteration 0F: 2 clusters Score -397466.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -394220.937500 Penalty: 3971.323486
	Iteration 0F: 3 clusters Score -394220.9 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -394967.062500 Penalty: 3971.323486
	Iteration 1F: 3 clusters Score -394967.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -395259.343750 Penalty: 3971.323486
	Iteration 2F: 3 clusters Score -395259.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -395551.218750 Penalty: 3971.323486
	Iteration 3F: 3 clusters Score -395551.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -395892.343750 Penalty: 3971.323486
	Iteration 4F: 3 clusters Score -395892.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -396370.343750 Penalty: 3971.323486
	Iteration 5F: 3 clusters Score -396370.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -396814.031250 Penalty: 3971.323486
	Iteration 6F: 3 clusters Score -396814 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -397089.843750 Penalty: 3971.323486
	Iteration 7F: 3 clusters Score -397089.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -397330.343750 Penalty: 3971.323486
	Iteration 8Q: 3 clusters Score -397330.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -397483.343750 Penalty: 3971.323486
	Iteration 9Q: 3 clusters Score -397483.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -397564.843750 Penalty: 3971.323486
	Iteration 10Q: 3 clusters Score -397564.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -397589.781250 Penalty: 3971.323486
	Iteration 11Q: 3 clusters Score -397589.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -397599.875000 Penalty: 3971.323486
	Iteration 12Q: 3 clusters Score -397599.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -397604.187500 Penalty: 3971.323486
	Iteration 13Q: 3 clusters Score -397604.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -397604.062500 Penalty: 3971.323486
	Iteration 14Q: 3 clusters Score -397604.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -397604.062500 Penalty: 3971.323486
	Iteration 15F: 3 clusters Score -397604.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89139 members 
Mstep: Class 2 contains 7223 members 
Mstep: Class 3 contains 27267 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91383 members 
Mstep: Class 6 contains 71154 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164065 members 
Mstep: Class 10 contains 953 members 
Mstep: Class 11 contains 160186 members 
Mstep: Class 12 contains 95568 members 
Mstep: Class 13 contains 157319 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2920 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174317 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161700 members 
Mstep: Class 22 contains 3807 members 
Mstep: Class 23 contains 157839 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 2048 members 
Entering Unmasked Estep 
Score: -180437184.000000 Penalty: 87655.367188
Splitting cluster 10 changes total score from -180439744.000000 to -180437184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (160186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160186 members 
Entering Unmasked Estep 
Score: -21640642.000000 Penalty: 2972.054443
	Iteration 0F: 2 clusters Score -2.164064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80272 members 
Mstep: Class 2 contains 79914 members 
Entering Unmasked Estep 
Score: -21535532.000000 Penalty: 5944.108887
	Iteration 0F: 3 clusters Score -2.153553e+07 nChanged 76702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82214 members 
Mstep: Class 2 contains 77972 members 
Entering Unmasked Estep 
Score: -21579668.000000 Penalty: 5944.108887
	Iteration 1F: 3 clusters Score -2.157967e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83651 members 
Mstep: Class 2 contains 76535 members 
Entering Unmasked Estep 
Score: -21580610.000000 Penalty: 5944.108887
	Iteration 2Q: 3 clusters Score -2.158061e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85952 members 
Mstep: Class 2 contains 74234 members 
Entering Unmasked Estep 
Score: -21582092.000000 Penalty: 5944.108887
	Iteration 3Q: 3 clusters Score -2.158209e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89381 members 
Mstep: Class 2 contains 70805 members 
Entering Unmasked Estep 
Score: -21584336.000000 Penalty: 5944.108887
	Iteration 4Q: 3 clusters Score -2.158434e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94401 members 
Mstep: Class 2 contains 65785 members 
Entering Unmasked Estep 
Score: -21587708.000000 Penalty: 5944.108887
	Iteration 5Q: 3 clusters Score -2.158771e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101044 members 
Mstep: Class 2 contains 59142 members 
Entering Unmasked Estep 
Score: -21592840.000000 Penalty: 5944.108887
	Iteration 6F: 3 clusters Score -2.159284e+07 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109228 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -21599838.000000 Penalty: 5944.108887
	Iteration 7F: 3 clusters Score -2.159984e+07 nChanged 10430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118024 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -21608086.000000 Penalty: 5944.108887
	Iteration 8F: 3 clusters Score -2.160809e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126111 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -21615738.000000 Penalty: 5944.108887
	Iteration 9F: 3 clusters Score -2.161574e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132776 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -21621384.000000 Penalty: 5944.108887
	Iteration 10Q: 3 clusters Score -2.162138e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138022 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -21625266.000000 Penalty: 5944.108887
	Iteration 11Q: 3 clusters Score -2.162527e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142488 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -21628216.000000 Penalty: 5944.108887
	Iteration 12Q: 3 clusters Score -2.162822e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146314 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -21630580.000000 Penalty: 5944.108887
	Iteration 13Q: 3 clusters Score -2.163058e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149557 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -21632448.000000 Penalty: 5944.108887
	Iteration 14Q: 3 clusters Score -2.163245e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152364 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -21634050.000000 Penalty: 5944.108887
	Iteration 15Q: 3 clusters Score -2.163405e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154565 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -21635172.000000 Penalty: 5944.108887
	Iteration 16Q: 3 clusters Score -2.163517e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156249 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -21636230.000000 Penalty: 5944.108887
	Iteration 17Q: 3 clusters Score -2.163623e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157439 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -21636920.000000 Penalty: 5944.108887
	Iteration 18Q: 3 clusters Score -2.163692e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158223 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -21637308.000000 Penalty: 5944.108887
	Iteration 19Q: 3 clusters Score -2.163731e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158734 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -21637592.000000 Penalty: 5944.108887
	Iteration 20F: 3 clusters Score -2.163759e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159087 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -21637742.000000 Penalty: 5944.108887
	Iteration 21Q: 3 clusters Score -2.163774e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159282 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -21637870.000000 Penalty: 5944.108887
	Iteration 22Q: 3 clusters Score -2.163787e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -21637892.000000 Penalty: 5944.108887
	Iteration 23Q: 3 clusters Score -2.163789e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159469 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -21637938.000000 Penalty: 5944.108887
	Iteration 24Q: 3 clusters Score -2.163794e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159526 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -21637988.000000 Penalty: 5944.108887
	Iteration 25Q: 3 clusters Score -2.163799e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159561 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -21638008.000000 Penalty: 5944.108887
	Iteration 26Q: 3 clusters Score -2.163801e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159585 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -21638008.000000 Penalty: 5944.108887
	Iteration 27Q: 3 clusters Score -2.163801e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159605 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -21638020.000000 Penalty: 5944.108887
	Iteration 28Q: 3 clusters Score -2.163802e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159619 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -21638044.000000 Penalty: 5944.108887
	Iteration 29Q: 3 clusters Score -2.163804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159631 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -21638062.000000 Penalty: 5944.108887
	Iteration 30Q: 3 clusters Score -2.163806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159638 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -21638052.000000 Penalty: 5944.108887
	Iteration 31Q: 3 clusters Score -2.163805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159641 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -21638060.000000 Penalty: 5944.108887
	Iteration 32Q: 3 clusters Score -2.163806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159644 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -21638066.000000 Penalty: 5944.108887
	Iteration 33Q: 3 clusters Score -2.163807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159646 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -21638074.000000 Penalty: 5944.108887
	Iteration 34Q: 3 clusters Score -2.163807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159647 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -21638072.000000 Penalty: 5944.108887
	Iteration 35Q: 3 clusters Score -2.163807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159651 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -21638072.000000 Penalty: 5944.108887
	Iteration 36Q: 3 clusters Score -2.163807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159654 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -21638078.000000 Penalty: 5944.108887
	Iteration 37Q: 3 clusters Score -2.163808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159656 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -21638086.000000 Penalty: 5944.108887
	Iteration 38Q: 3 clusters Score -2.163809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159658 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -21638090.000000 Penalty: 5944.108887
	Iteration 39Q: 3 clusters Score -2.163809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159663 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -21638088.000000 Penalty: 5944.108887
	Iteration 40F: 3 clusters Score -2.163809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159666 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -21638104.000000 Penalty: 5944.108887
	Iteration 41Q: 3 clusters Score -2.16381e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159667 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -21638086.000000 Penalty: 5944.108887
	Iteration 42Q: 3 clusters Score -2.163809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159667 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -21638086.000000 Penalty: 5944.108887
	Iteration 43F: 3 clusters Score -2.163809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (95568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95568 members 
Entering Unmasked Estep 
Score: -12374880.000000 Penalty: 2843.963135
	Iteration 0F: 2 clusters Score -1.237488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -12311153.000000 Penalty: 5687.926270
	Iteration 0F: 3 clusters Score -1.231115e+07 nChanged 45068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -12336681.000000 Penalty: 5687.926270
	Iteration 1F: 3 clusters Score -1.233668e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -12337310.000000 Penalty: 5687.926270
	Iteration 2Q: 3 clusters Score -1.233731e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50369 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -12337968.000000 Penalty: 5687.926270
	Iteration 3Q: 3 clusters Score -1.233797e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -12338755.000000 Penalty: 5687.926270
	Iteration 4Q: 3 clusters Score -1.233876e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -12339903.000000 Penalty: 5687.926270
	Iteration 5Q: 3 clusters Score -1.23399e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57236 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -12341699.000000 Penalty: 5687.926270
	Iteration 6Q: 3 clusters Score -1.23417e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61756 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -12344313.000000 Penalty: 5687.926270
	Iteration 7F: 3 clusters Score -1.234431e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67364 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -12348170.000000 Penalty: 5687.926270
	Iteration 8F: 3 clusters Score -1.234817e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73587 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -12352788.000000 Penalty: 5687.926270
	Iteration 9F: 3 clusters Score -1.235279e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79803 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -12357868.000000 Penalty: 5687.926270
	Iteration 10F: 3 clusters Score -1.235787e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85353 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -12363501.000000 Penalty: 5687.926270
	Iteration 11F: 3 clusters Score -1.23635e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89836 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -12368392.000000 Penalty: 5687.926270
	Iteration 12Q: 3 clusters Score -1.236839e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92462 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -12370927.000000 Penalty: 5687.926270
	Iteration 13Q: 3 clusters Score -1.237093e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93683 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -12371961.000000 Penalty: 5687.926270
	Iteration 14Q: 3 clusters Score -1.237196e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94278 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -12372395.000000 Penalty: 5687.926270
	Iteration 15Q: 3 clusters Score -1.23724e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94572 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -12372631.000000 Penalty: 5687.926270
	Iteration 16Q: 3 clusters Score -1.237263e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94728 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -12372772.000000 Penalty: 5687.926270
	Iteration 17Q: 3 clusters Score -1.237277e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94811 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -12372855.000000 Penalty: 5687.926270
	Iteration 18Q: 3 clusters Score -1.237286e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94857 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -12372914.000000 Penalty: 5687.926270
	Iteration 19Q: 3 clusters Score -1.237291e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94895 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -12372932.000000 Penalty: 5687.926270
	Iteration 20F: 3 clusters Score -1.237293e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94920 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -12372967.000000 Penalty: 5687.926270
	Iteration 21Q: 3 clusters Score -1.237297e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94932 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -12372968.000000 Penalty: 5687.926270
	Iteration 22Q: 3 clusters Score -1.237297e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94940 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -12372977.000000 Penalty: 5687.926270
	Iteration 23Q: 3 clusters Score -1.237298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94947 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -12372965.000000 Penalty: 5687.926270
	Iteration 24Q: 3 clusters Score -1.237296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94951 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -12372977.000000 Penalty: 5687.926270
	Iteration 25Q: 3 clusters Score -1.237298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94959 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -12372977.000000 Penalty: 5687.926270
	Iteration 26Q: 3 clusters Score -1.237298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94963 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -12372990.000000 Penalty: 5687.926270
	Iteration 27Q: 3 clusters Score -1.237299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94964 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -12372989.000000 Penalty: 5687.926270
	Iteration 28Q: 3 clusters Score -1.237299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94964 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -12372991.000000 Penalty: 5687.926270
	Iteration 29Q: 3 clusters Score -1.237299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94964 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -12372991.000000 Penalty: 5687.926270
	Iteration 30F: 3 clusters Score -1.237299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (157319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157319 members 
Entering Unmasked Estep 
Score: -20992644.000000 Penalty: 2967.575684
	Iteration 0F: 2 clusters Score -2.099264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78518 members 
Mstep: Class 2 contains 78801 members 
Entering Unmasked Estep 
Score: -20888608.000000 Penalty: 5935.151367
	Iteration 0F: 3 clusters Score -2.088861e+07 nChanged 75416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76358 members 
Mstep: Class 2 contains 80961 members 
Entering Unmasked Estep 
Score: -20933566.000000 Penalty: 5935.151367
	Iteration 1F: 3 clusters Score -2.093357e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75478 members 
Mstep: Class 2 contains 81841 members 
Entering Unmasked Estep 
Score: -20935512.000000 Penalty: 5935.151367
	Iteration 2Q: 3 clusters Score -2.093551e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74487 members 
Mstep: Class 2 contains 82832 members 
Entering Unmasked Estep 
Score: -20938660.000000 Penalty: 5935.151367
	Iteration 3Q: 3 clusters Score -2.093866e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73587 members 
Mstep: Class 2 contains 83732 members 
Entering Unmasked Estep 
Score: -20942234.000000 Penalty: 5935.151367
	Iteration 4Q: 3 clusters Score -2.094223e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73128 members 
Mstep: Class 2 contains 84191 members 
Entering Unmasked Estep 
Score: -20946886.000000 Penalty: 5935.151367
	Iteration 5F: 3 clusters Score -2.094689e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73304 members 
Mstep: Class 2 contains 84015 members 
Entering Unmasked Estep 
Score: -20952740.000000 Penalty: 5935.151367
	Iteration 6F: 3 clusters Score -2.095274e+07 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74367 members 
Mstep: Class 2 contains 82952 members 
Entering Unmasked Estep 
Score: -20959802.000000 Penalty: 5935.151367
	Iteration 7F: 3 clusters Score -2.09598e+07 nChanged 10073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76046 members 
Mstep: Class 2 contains 81273 members 
Entering Unmasked Estep 
Score: -20966226.000000 Penalty: 5935.151367
	Iteration 8F: 3 clusters Score -2.096623e+07 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77846 members 
Mstep: Class 2 contains 79473 members 
Entering Unmasked Estep 
Score: -20970104.000000 Penalty: 5935.151367
	Iteration 9F: 3 clusters Score -2.09701e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79567 members 
Mstep: Class 2 contains 77752 members 
Entering Unmasked Estep 
Score: -20971694.000000 Penalty: 5935.151367
	Iteration 10Q: 3 clusters Score -2.097169e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81173 members 
Mstep: Class 2 contains 76146 members 
Entering Unmasked Estep 
Score: -20972354.000000 Penalty: 5935.151367
	Iteration 11Q: 3 clusters Score -2.097235e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82777 members 
Mstep: Class 2 contains 74542 members 
Entering Unmasked Estep 
Score: -20972792.000000 Penalty: 5935.151367
	Iteration 12Q: 3 clusters Score -2.097279e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84430 members 
Mstep: Class 2 contains 72889 members 
Entering Unmasked Estep 
Score: -20973206.000000 Penalty: 5935.151367
	Iteration 13Q: 3 clusters Score -2.097321e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86270 members 
Mstep: Class 2 contains 71049 members 
Entering Unmasked Estep 
Score: -20973796.000000 Penalty: 5935.151367
	Iteration 14Q: 3 clusters Score -2.09738e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88247 members 
Mstep: Class 2 contains 69072 members 
Entering Unmasked Estep 
Score: -20974378.000000 Penalty: 5935.151367
	Iteration 15Q: 3 clusters Score -2.097438e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90271 members 
Mstep: Class 2 contains 67048 members 
Entering Unmasked Estep 
Score: -20974878.000000 Penalty: 5935.151367
	Iteration 16Q: 3 clusters Score -2.097488e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92300 members 
Mstep: Class 2 contains 65019 members 
Entering Unmasked Estep 
Score: -20975352.000000 Penalty: 5935.151367
	Iteration 17Q: 3 clusters Score -2.097535e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94455 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -20975938.000000 Penalty: 5935.151367
	Iteration 18Q: 3 clusters Score -2.097594e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96599 members 
Mstep: Class 2 contains 60720 members 
Entering Unmasked Estep 
Score: -20976594.000000 Penalty: 5935.151367
	Iteration 19Q: 3 clusters Score -2.097659e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98838 members 
Mstep: Class 2 contains 58481 members 
Entering Unmasked Estep 
Score: -20977264.000000 Penalty: 5935.151367
	Iteration 20F: 3 clusters Score -2.097726e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101090 members 
Mstep: Class 2 contains 56229 members 
Entering Unmasked Estep 
Score: -20977856.000000 Penalty: 5935.151367
	Iteration 21Q: 3 clusters Score -2.097786e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103421 members 
Mstep: Class 2 contains 53898 members 
Entering Unmasked Estep 
Score: -20978382.000000 Penalty: 5935.151367
	Iteration 22Q: 3 clusters Score -2.097838e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105811 members 
Mstep: Class 2 contains 51508 members 
Entering Unmasked Estep 
Score: -20978994.000000 Penalty: 5935.151367
	Iteration 23Q: 3 clusters Score -2.097899e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108144 members 
Mstep: Class 2 contains 49175 members 
Entering Unmasked Estep 
Score: -20979718.000000 Penalty: 5935.151367
	Iteration 24Q: 3 clusters Score -2.097972e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110501 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -20980530.000000 Penalty: 5935.151367
	Iteration 25Q: 3 clusters Score -2.098053e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112876 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -20981104.000000 Penalty: 5935.151367
	Iteration 26Q: 3 clusters Score -2.09811e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115244 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -20981672.000000 Penalty: 5935.151367
	Iteration 27Q: 3 clusters Score -2.098167e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117596 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -20982324.000000 Penalty: 5935.151367
	Iteration 28Q: 3 clusters Score -2.098232e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119936 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -20982994.000000 Penalty: 5935.151367
	Iteration 29Q: 3 clusters Score -2.098299e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122288 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -20983652.000000 Penalty: 5935.151367
	Iteration 30Q: 3 clusters Score -2.098365e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124524 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -20984398.000000 Penalty: 5935.151367
	Iteration 31Q: 3 clusters Score -2.09844e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126716 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -20985036.000000 Penalty: 5935.151367
	Iteration 32Q: 3 clusters Score -2.098504e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128790 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -20985610.000000 Penalty: 5935.151367
	Iteration 33Q: 3 clusters Score -2.098561e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130788 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -20986230.000000 Penalty: 5935.151367
	Iteration 34Q: 3 clusters Score -2.098623e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132653 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -20986694.000000 Penalty: 5935.151367
	Iteration 35Q: 3 clusters Score -2.098669e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134465 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -20987114.000000 Penalty: 5935.151367
	Iteration 36Q: 3 clusters Score -2.098711e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136168 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -20987616.000000 Penalty: 5935.151367
	Iteration 37Q: 3 clusters Score -2.098762e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137816 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -20988122.000000 Penalty: 5935.151367
	Iteration 38Q: 3 clusters Score -2.098812e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139291 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -20988544.000000 Penalty: 5935.151367
	Iteration 39Q: 3 clusters Score -2.098854e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140667 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -20988936.000000 Penalty: 5935.151367
	Iteration 40F: 3 clusters Score -2.098894e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141929 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -20989396.000000 Penalty: 5935.151367
	Iteration 41Q: 3 clusters Score -2.09894e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143115 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -20989710.000000 Penalty: 5935.151367
	Iteration 42Q: 3 clusters Score -2.098971e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144180 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -20989930.000000 Penalty: 5935.151367
	Iteration 43Q: 3 clusters Score -2.098993e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145139 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -20990084.000000 Penalty: 5935.151367
	Iteration 44Q: 3 clusters Score -2.099008e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146022 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -20990318.000000 Penalty: 5935.151367
	Iteration 45Q: 3 clusters Score -2.099032e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146866 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -20990604.000000 Penalty: 5935.151367
	Iteration 46Q: 3 clusters Score -2.09906e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147666 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -20990676.000000 Penalty: 5935.151367
	Iteration 47Q: 3 clusters Score -2.099068e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148427 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -20990816.000000 Penalty: 5935.151367
	Iteration 48Q: 3 clusters Score -2.099082e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149141 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -20991042.000000 Penalty: 5935.151367
	Iteration 49Q: 3 clusters Score -2.099104e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149748 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -20991194.000000 Penalty: 5935.151367
	Iteration 50Q: 3 clusters Score -2.099119e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150283 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -20991276.000000 Penalty: 5935.151367
	Iteration 51Q: 3 clusters Score -2.099128e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150746 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -20991456.000000 Penalty: 5935.151367
	Iteration 52Q: 3 clusters Score -2.099146e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151158 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -20991478.000000 Penalty: 5935.151367
	Iteration 53Q: 3 clusters Score -2.099148e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151522 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -20991496.000000 Penalty: 5935.151367
	Iteration 54Q: 3 clusters Score -2.09915e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151833 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -20991498.000000 Penalty: 5935.151367
	Iteration 55Q: 3 clusters Score -2.09915e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152093 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -20991568.000000 Penalty: 5935.151367
	Iteration 56Q: 3 clusters Score -2.099157e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152308 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -20991624.000000 Penalty: 5935.151367
	Iteration 57Q: 3 clusters Score -2.099162e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152496 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -20991660.000000 Penalty: 5935.151367
	Iteration 58Q: 3 clusters Score -2.099166e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152659 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -20991694.000000 Penalty: 5935.151367
	Iteration 59Q: 3 clusters Score -2.099169e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152800 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -20991722.000000 Penalty: 5935.151367
	Iteration 60F: 3 clusters Score -2.099172e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152949 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -20991726.000000 Penalty: 5935.151367
	Iteration 61Q: 3 clusters Score -2.099173e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153073 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -20991764.000000 Penalty: 5935.151367
	Iteration 62Q: 3 clusters Score -2.099176e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153179 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -20991750.000000 Penalty: 5935.151367
	Iteration 63Q: 3 clusters Score -2.099175e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153275 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -20991732.000000 Penalty: 5935.151367
	Iteration 64Q: 3 clusters Score -2.099173e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153351 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -20991732.000000 Penalty: 5935.151367
	Iteration 65Q: 3 clusters Score -2.099173e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153416 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -20991698.000000 Penalty: 5935.151367
	Iteration 66Q: 3 clusters Score -2.09917e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153473 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -20991702.000000 Penalty: 5935.151367
	Iteration 67Q: 3 clusters Score -2.09917e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153517 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -20991712.000000 Penalty: 5935.151367
	Iteration 68Q: 3 clusters Score -2.099171e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153560 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -20991726.000000 Penalty: 5935.151367
	Iteration 69Q: 3 clusters Score -2.099173e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153590 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -20991722.000000 Penalty: 5935.151367
	Iteration 70Q: 3 clusters Score -2.099172e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153606 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -20991734.000000 Penalty: 5935.151367
	Iteration 71Q: 3 clusters Score -2.099173e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153624 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -20991712.000000 Penalty: 5935.151367
	Iteration 72Q: 3 clusters Score -2.099171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153633 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -20991724.000000 Penalty: 5935.151367
	Iteration 73Q: 3 clusters Score -2.099172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153641 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -20991738.000000 Penalty: 5935.151367
	Iteration 74Q: 3 clusters Score -2.099174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153647 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -20991758.000000 Penalty: 5935.151367
	Iteration 75Q: 3 clusters Score -2.099176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153650 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -20991756.000000 Penalty: 5935.151367
	Iteration 76Q: 3 clusters Score -2.099176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153654 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -20991754.000000 Penalty: 5935.151367
	Iteration 77Q: 3 clusters Score -2.099175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153659 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -20991762.000000 Penalty: 5935.151367
	Iteration 78Q: 3 clusters Score -2.099176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153665 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -20991762.000000 Penalty: 5935.151367
	Iteration 79Q: 3 clusters Score -2.099176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153669 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -20991764.000000 Penalty: 5935.151367
	Iteration 80F: 3 clusters Score -2.099176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153673 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -20991756.000000 Penalty: 5935.151367
	Iteration 81Q: 3 clusters Score -2.099176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153679 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -20991752.000000 Penalty: 5935.151367
	Iteration 82Q: 3 clusters Score -2.099175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153686 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -20991714.000000 Penalty: 5935.151367
	Iteration 83Q: 3 clusters Score -2.099171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153690 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -20991712.000000 Penalty: 5935.151367
	Iteration 84Q: 3 clusters Score -2.099171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153692 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -20991714.000000 Penalty: 5935.151367
	Iteration 85Q: 3 clusters Score -2.099171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153693 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -20991718.000000 Penalty: 5935.151367
	Iteration 86Q: 3 clusters Score -2.099172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153694 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -20991716.000000 Penalty: 5935.151367
	Iteration 87Q: 3 clusters Score -2.099172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153697 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -20991728.000000 Penalty: 5935.151367
	Iteration 88Q: 3 clusters Score -2.099173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153700 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -20991738.000000 Penalty: 5935.151367
	Iteration 89Q: 3 clusters Score -2.099174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153700 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -20991740.000000 Penalty: 5935.151367
	Iteration 90Q: 3 clusters Score -2.099174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153702 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -20991742.000000 Penalty: 5935.151367
	Iteration 91Q: 3 clusters Score -2.099174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153705 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -20991744.000000 Penalty: 5935.151367
	Iteration 92Q: 3 clusters Score -2.099174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153706 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -20991742.000000 Penalty: 5935.151367
	Iteration 93Q: 3 clusters Score -2.099174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153706 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -20991742.000000 Penalty: 5935.151367
	Iteration 94F: 3 clusters Score -2.099174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Entering Unmasked Estep 
Score: -631082.187500 Penalty: 2101.208252
	Iteration 0F: 2 clusters Score -631082.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -626693.500000 Penalty: 4202.416504
	Iteration 0F: 3 clusters Score -626693.5 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -627712.937500 Penalty: 4202.416504
	Iteration 1F: 3 clusters Score -627712.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -627980.312500 Penalty: 4202.416504
	Iteration 2F: 3 clusters Score -627980.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -628178.500000 Penalty: 4202.416504
	Iteration 3F: 3 clusters Score -628178.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -628371.250000 Penalty: 4202.416504
	Iteration 4F: 3 clusters Score -628371.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -628612.000000 Penalty: 4202.416504
	Iteration 5Q: 3 clusters Score -628612 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -628828.500000 Penalty: 4202.416504
	Iteration 6F: 3 clusters Score -628828.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -629002.062500 Penalty: 4202.416504
	Iteration 7Q: 3 clusters Score -629002.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -629155.062500 Penalty: 4202.416504
	Iteration 8Q: 3 clusters Score -629155.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -629268.750000 Penalty: 4202.416504
	Iteration 9Q: 3 clusters Score -629268.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -629358.750000 Penalty: 4202.416504
	Iteration 10Q: 3 clusters Score -629358.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -629428.750000 Penalty: 4202.416504
	Iteration 11Q: 3 clusters Score -629428.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -629470.562500 Penalty: 4202.416504
	Iteration 12Q: 3 clusters Score -629470.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -629500.250000 Penalty: 4202.416504
	Iteration 13Q: 3 clusters Score -629500.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -629528.500000 Penalty: 4202.416504
	Iteration 14Q: 3 clusters Score -629528.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -629549.062500 Penalty: 4202.416504
	Iteration 15Q: 3 clusters Score -629549.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -629566.562500 Penalty: 4202.416504
	Iteration 16Q: 3 clusters Score -629566.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -629575.312500 Penalty: 4202.416504
	Iteration 17Q: 3 clusters Score -629575.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -629587.687500 Penalty: 4202.416504
	Iteration 18Q: 3 clusters Score -629587.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -629596.000000 Penalty: 4202.416504
	Iteration 19Q: 3 clusters Score -629596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -629613.375000 Penalty: 4202.416504
	Iteration 20F: 3 clusters Score -629613.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -629623.687500 Penalty: 4202.416504
	Iteration 21Q: 3 clusters Score -629623.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -629629.812500 Penalty: 4202.416504
	Iteration 22Q: 3 clusters Score -629629.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -629633.250000 Penalty: 4202.416504
	Iteration 23Q: 3 clusters Score -629633.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -629636.375000 Penalty: 4202.416504
	Iteration 24Q: 3 clusters Score -629636.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -629636.000000 Penalty: 4202.416504
	Iteration 25Q: 3 clusters Score -629636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -629636.000000 Penalty: 4202.416504
	Iteration 26Q: 3 clusters Score -629636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -629636.812500 Penalty: 4202.416504
	Iteration 27Q: 3 clusters Score -629636.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -629636.625000 Penalty: 4202.416504
	Iteration 28Q: 3 clusters Score -629636.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -629636.625000 Penalty: 4202.416504
	Iteration 29F: 3 clusters Score -629636.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Entering Unmasked Estep 
Score: -719513.937500 Penalty: 2133.727051
	Iteration 0F: 2 clusters Score -719513.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -714683.937500 Penalty: 4267.454102
	Iteration 0F: 3 clusters Score -714683.9 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -715908.750000 Penalty: 4267.454102
	Iteration 1F: 3 clusters Score -715908.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -716325.062500 Penalty: 4267.454102
	Iteration 2F: 3 clusters Score -716325.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -716653.125000 Penalty: 4267.454102
	Iteration 3F: 3 clusters Score -716653.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -716939.937500 Penalty: 4267.454102
	Iteration 4F: 3 clusters Score -716939.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -717199.812500 Penalty: 4267.454102
	Iteration 5F: 3 clusters Score -717199.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -717414.125000 Penalty: 4267.454102
	Iteration 6Q: 3 clusters Score -717414.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -717591.687500 Penalty: 4267.454102
	Iteration 7Q: 3 clusters Score -717591.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -717724.062500 Penalty: 4267.454102
	Iteration 8Q: 3 clusters Score -717724.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -717829.437500 Penalty: 4267.454102
	Iteration 9Q: 3 clusters Score -717829.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -717910.125000 Penalty: 4267.454102
	Iteration 10Q: 3 clusters Score -717910.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -717955.500000 Penalty: 4267.454102
	Iteration 11Q: 3 clusters Score -717955.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -717995.625000 Penalty: 4267.454102
	Iteration 12Q: 3 clusters Score -717995.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -718016.062500 Penalty: 4267.454102
	Iteration 13Q: 3 clusters Score -718016.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -718035.875000 Penalty: 4267.454102
	Iteration 14Q: 3 clusters Score -718035.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -718040.625000 Penalty: 4267.454102
	Iteration 15Q: 3 clusters Score -718040.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -718045.875000 Penalty: 4267.454102
	Iteration 16Q: 3 clusters Score -718045.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -718047.937500 Penalty: 4267.454102
	Iteration 17Q: 3 clusters Score -718047.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -718051.250000 Penalty: 4267.454102
	Iteration 18Q: 3 clusters Score -718051.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -718052.250000 Penalty: 4267.454102
	Iteration 19Q: 3 clusters Score -718052.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -718055.125000 Penalty: 4267.454102
	Iteration 20F: 3 clusters Score -718055.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -718059.687500 Penalty: 4267.454102
	Iteration 21Q: 3 clusters Score -718059.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -718060.625000 Penalty: 4267.454102
	Iteration 22Q: 3 clusters Score -718060.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -718062.875000 Penalty: 4267.454102
	Iteration 23Q: 3 clusters Score -718062.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -718066.812500 Penalty: 4267.454102
	Iteration 24Q: 3 clusters Score -718066.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -718070.437500 Penalty: 4267.454102
	Iteration 25Q: 3 clusters Score -718070.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -718072.875000 Penalty: 4267.454102
	Iteration 26Q: 3 clusters Score -718072.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -718076.500000 Penalty: 4267.454102
	Iteration 27Q: 3 clusters Score -718076.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -718077.625000 Penalty: 4267.454102
	Iteration 28Q: 3 clusters Score -718077.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -718078.625000 Penalty: 4267.454102
	Iteration 29Q: 3 clusters Score -718078.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -718082.812500 Penalty: 4267.454102
	Iteration 30Q: 3 clusters Score -718082.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -718085.125000 Penalty: 4267.454102
	Iteration 31Q: 3 clusters Score -718085.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -718090.000000 Penalty: 4267.454102
	Iteration 32Q: 3 clusters Score -718090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -718089.625000 Penalty: 4267.454102
	Iteration 33Q: 3 clusters Score -718089.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -718090.937500 Penalty: 4267.454102
	Iteration 34Q: 3 clusters Score -718090.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -718090.750000 Penalty: 4267.454102
	Iteration 35Q: 3 clusters Score -718090.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -718090.750000 Penalty: 4267.454102
	Iteration 36F: 3 clusters Score -718090.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Entering Unmasked Estep 
Score: -384775.625000 Penalty: 1978.875977
	Iteration 0F: 2 clusters Score -384775.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -381585.843750 Penalty: 3957.751953
	Iteration 0F: 3 clusters Score -381585.8 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -382250.125000 Penalty: 3957.751953
	Iteration 1F: 3 clusters Score -382250.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -382591.843750 Penalty: 3957.751953
	Iteration 2F: 3 clusters Score -382591.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -383019.875000 Penalty: 3957.751953
	Iteration 3F: 3 clusters Score -383019.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -383408.718750 Penalty: 3957.751953
	Iteration 4F: 3 clusters Score -383408.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -383695.093750 Penalty: 3957.751953
	Iteration 5F: 3 clusters Score -383695.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -383932.343750 Penalty: 3957.751953
	Iteration 6F: 3 clusters Score -383932.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -384069.250000 Penalty: 3957.751953
	Iteration 7Q: 3 clusters Score -384069.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -384159.375000 Penalty: 3957.751953
	Iteration 8Q: 3 clusters Score -384159.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -384210.593750 Penalty: 3957.751953
	Iteration 9Q: 3 clusters Score -384210.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -384243.875000 Penalty: 3957.751953
	Iteration 10Q: 3 clusters Score -384243.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -384263.437500 Penalty: 3957.751953
	Iteration 11Q: 3 clusters Score -384263.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -384274.718750 Penalty: 3957.751953
	Iteration 12Q: 3 clusters Score -384274.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -384283.156250 Penalty: 3957.751953
	Iteration 13Q: 3 clusters Score -384283.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -384286.468750 Penalty: 3957.751953
	Iteration 14Q: 3 clusters Score -384286.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -384286.500000 Penalty: 3957.751953
	Iteration 15Q: 3 clusters Score -384286.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -384288.031250 Penalty: 3957.751953
	Iteration 16Q: 3 clusters Score -384288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -384288.031250 Penalty: 3957.751953
	Iteration 17F: 3 clusters Score -384288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -76112.257812 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -76112.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74458.226562 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -74458.23 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74669.015625 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -74669.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -74819.914062 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -74819.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -75025.718750 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -75025.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -75376.929688 Penalty: 3197.863525
	Iteration 4F: 3 clusters Score -75376.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -75532.226562 Penalty: 3197.863525
	Iteration 5F: 3 clusters Score -75532.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -75680.859375 Penalty: 3197.863525
	Iteration 6F: 3 clusters Score -75680.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -75727.031250 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -75727.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -75760.085938 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -75760.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -75796.406250 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -75796.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -75829.210938 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -75829.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -75852.109375 Penalty: 3197.863525
	Iteration 11Q: 3 clusters Score -75852.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -75860.296875 Penalty: 3197.863525
	Iteration 12Q: 3 clusters Score -75860.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -75862.328125 Penalty: 3197.863525
	Iteration 13Q: 3 clusters Score -75862.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -75862.328125 Penalty: 3197.863525
	Iteration 14F: 3 clusters Score -75862.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (174317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174317 members 
Entering Unmasked Estep 
Score: -23275916.000000 Penalty: 2993.020508
	Iteration 0F: 2 clusters Score -2.327592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87118 members 
Mstep: Class 2 contains 87199 members 
Entering Unmasked Estep 
Score: -23162820.000000 Penalty: 5986.041016
	Iteration 0F: 3 clusters Score -2.316282e+07 nChanged 83420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87610 members 
Mstep: Class 2 contains 86707 members 
Entering Unmasked Estep 
Score: -23210724.000000 Penalty: 5986.041016
	Iteration 1F: 3 clusters Score -2.321072e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88255 members 
Mstep: Class 2 contains 86062 members 
Entering Unmasked Estep 
Score: -23211858.000000 Penalty: 5986.041016
	Iteration 2Q: 3 clusters Score -2.321186e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89503 members 
Mstep: Class 2 contains 84814 members 
Entering Unmasked Estep 
Score: -23213570.000000 Penalty: 5986.041016
	Iteration 3Q: 3 clusters Score -2.321357e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91511 members 
Mstep: Class 2 contains 82806 members 
Entering Unmasked Estep 
Score: -23216164.000000 Penalty: 5986.041016
	Iteration 4Q: 3 clusters Score -2.321616e+07 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94334 members 
Mstep: Class 2 contains 79983 members 
Entering Unmasked Estep 
Score: -23220026.000000 Penalty: 5986.041016
	Iteration 5Q: 3 clusters Score -2.322003e+07 nChanged 10293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97905 members 
Mstep: Class 2 contains 76412 members 
Entering Unmasked Estep 
Score: -23225508.000000 Penalty: 5986.041016
	Iteration 6F: 3 clusters Score -2.322551e+07 nChanged 11372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101891 members 
Mstep: Class 2 contains 72426 members 
Entering Unmasked Estep 
Score: -23232048.000000 Penalty: 5986.041016
	Iteration 7F: 3 clusters Score -2.323205e+07 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105871 members 
Mstep: Class 2 contains 68446 members 
Entering Unmasked Estep 
Score: -23238460.000000 Penalty: 5986.041016
	Iteration 8F: 3 clusters Score -2.323846e+07 nChanged 10158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109557 members 
Mstep: Class 2 contains 64760 members 
Entering Unmasked Estep 
Score: -23244260.000000 Penalty: 5986.041016
	Iteration 9F: 3 clusters Score -2.324426e+07 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112997 members 
Mstep: Class 2 contains 61320 members 
Entering Unmasked Estep 
Score: -23250440.000000 Penalty: 5986.041016
	Iteration 10F: 3 clusters Score -2.325044e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115976 members 
Mstep: Class 2 contains 58341 members 
Entering Unmasked Estep 
Score: -23257566.000000 Penalty: 5986.041016
	Iteration 11Q: 3 clusters Score -2.325757e+07 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118455 members 
Mstep: Class 2 contains 55862 members 
Entering Unmasked Estep 
Score: -23263516.000000 Penalty: 5986.041016
	Iteration 12Q: 3 clusters Score -2.326352e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120404 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -23267300.000000 Penalty: 5986.041016
	Iteration 13Q: 3 clusters Score -2.32673e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122152 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -23269470.000000 Penalty: 5986.041016
	Iteration 14Q: 3 clusters Score -2.326947e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123737 members 
Mstep: Class 2 contains 50580 members 
Entering Unmasked Estep 
Score: -23270934.000000 Penalty: 5986.041016
	Iteration 15Q: 3 clusters Score -2.327093e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125097 members 
Mstep: Class 2 contains 49220 members 
Entering Unmasked Estep 
Score: -23271766.000000 Penalty: 5986.041016
	Iteration 16Q: 3 clusters Score -2.327177e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126258 members 
Mstep: Class 2 contains 48059 members 
Entering Unmasked Estep 
Score: -23272434.000000 Penalty: 5986.041016
	Iteration 17Q: 3 clusters Score -2.327243e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127370 members 
Mstep: Class 2 contains 46947 members 
Entering Unmasked Estep 
Score: -23272956.000000 Penalty: 5986.041016
	Iteration 18Q: 3 clusters Score -2.327296e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128432 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -23273206.000000 Penalty: 5986.041016
	Iteration 19Q: 3 clusters Score -2.327321e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129430 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -23273482.000000 Penalty: 5986.041016
	Iteration 20F: 3 clusters Score -2.327348e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130443 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -23273746.000000 Penalty: 5986.041016
	Iteration 21Q: 3 clusters Score -2.327375e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131408 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -23273942.000000 Penalty: 5986.041016
	Iteration 22Q: 3 clusters Score -2.327394e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132315 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -23274008.000000 Penalty: 5986.041016
	Iteration 23Q: 3 clusters Score -2.327401e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133126 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -23274130.000000 Penalty: 5986.041016
	Iteration 24Q: 3 clusters Score -2.327413e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133860 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -23274232.000000 Penalty: 5986.041016
	Iteration 25Q: 3 clusters Score -2.327423e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134545 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -23274242.000000 Penalty: 5986.041016
	Iteration 26Q: 3 clusters Score -2.327424e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135183 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -23274352.000000 Penalty: 5986.041016
	Iteration 27Q: 3 clusters Score -2.327435e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135808 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -23274390.000000 Penalty: 5986.041016
	Iteration 28Q: 3 clusters Score -2.327439e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136432 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -23274452.000000 Penalty: 5986.041016
	Iteration 29Q: 3 clusters Score -2.327445e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137035 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -23274552.000000 Penalty: 5986.041016
	Iteration 30Q: 3 clusters Score -2.327455e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137589 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -23274580.000000 Penalty: 5986.041016
	Iteration 31Q: 3 clusters Score -2.327458e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138100 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -23274590.000000 Penalty: 5986.041016
	Iteration 32Q: 3 clusters Score -2.327459e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138594 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -23274540.000000 Penalty: 5986.041016
	Iteration 33Q: 3 clusters Score -2.327454e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139082 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -23274646.000000 Penalty: 5986.041016
	Iteration 34Q: 3 clusters Score -2.327465e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139588 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -23274660.000000 Penalty: 5986.041016
	Iteration 35Q: 3 clusters Score -2.327466e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140036 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -23274676.000000 Penalty: 5986.041016
	Iteration 36Q: 3 clusters Score -2.327468e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140453 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -23274718.000000 Penalty: 5986.041016
	Iteration 37Q: 3 clusters Score -2.327472e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140891 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -23274790.000000 Penalty: 5986.041016
	Iteration 38Q: 3 clusters Score -2.327479e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141301 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -23274796.000000 Penalty: 5986.041016
	Iteration 39Q: 3 clusters Score -2.32748e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141694 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -23274880.000000 Penalty: 5986.041016
	Iteration 40F: 3 clusters Score -2.327488e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142088 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -23274930.000000 Penalty: 5986.041016
	Iteration 41Q: 3 clusters Score -2.327493e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142460 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -23274958.000000 Penalty: 5986.041016
	Iteration 42Q: 3 clusters Score -2.327496e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142794 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -23274968.000000 Penalty: 5986.041016
	Iteration 43Q: 3 clusters Score -2.327497e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143110 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -23275022.000000 Penalty: 5986.041016
	Iteration 44Q: 3 clusters Score -2.327502e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143412 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -23275150.000000 Penalty: 5986.041016
	Iteration 45Q: 3 clusters Score -2.327515e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143686 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -23275184.000000 Penalty: 5986.041016
	Iteration 46Q: 3 clusters Score -2.327518e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143982 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -23275156.000000 Penalty: 5986.041016
	Iteration 47Q: 3 clusters Score -2.327516e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144284 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -23275202.000000 Penalty: 5986.041016
	Iteration 48Q: 3 clusters Score -2.32752e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144607 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -23275228.000000 Penalty: 5986.041016
	Iteration 49Q: 3 clusters Score -2.327523e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144916 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -23275214.000000 Penalty: 5986.041016
	Iteration 50Q: 3 clusters Score -2.327521e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145243 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -23275272.000000 Penalty: 5986.041016
	Iteration 51Q: 3 clusters Score -2.327527e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145574 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -23275288.000000 Penalty: 5986.041016
	Iteration 52Q: 3 clusters Score -2.327529e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145910 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -23275300.000000 Penalty: 5986.041016
	Iteration 53Q: 3 clusters Score -2.32753e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146248 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -23275372.000000 Penalty: 5986.041016
	Iteration 54Q: 3 clusters Score -2.327537e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146593 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -23275434.000000 Penalty: 5986.041016
	Iteration 55Q: 3 clusters Score -2.327543e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146937 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -23275514.000000 Penalty: 5986.041016
	Iteration 56Q: 3 clusters Score -2.327551e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147288 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -23275550.000000 Penalty: 5986.041016
	Iteration 57Q: 3 clusters Score -2.327555e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147615 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -23275542.000000 Penalty: 5986.041016
	Iteration 58Q: 3 clusters Score -2.327554e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147941 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -23275594.000000 Penalty: 5986.041016
	Iteration 59Q: 3 clusters Score -2.327559e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148294 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -23275620.000000 Penalty: 5986.041016
	Iteration 60F: 3 clusters Score -2.327562e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148636 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -23275634.000000 Penalty: 5986.041016
	Iteration 61Q: 3 clusters Score -2.327563e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148939 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -23275646.000000 Penalty: 5986.041016
	Iteration 62Q: 3 clusters Score -2.327565e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149229 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -23275650.000000 Penalty: 5986.041016
	Iteration 63Q: 3 clusters Score -2.327565e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149505 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -23275658.000000 Penalty: 5986.041016
	Iteration 64Q: 3 clusters Score -2.327566e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149781 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -23275672.000000 Penalty: 5986.041016
	Iteration 65Q: 3 clusters Score -2.327567e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150051 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -23275690.000000 Penalty: 5986.041016
	Iteration 66Q: 3 clusters Score -2.327569e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150295 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -23275706.000000 Penalty: 5986.041016
	Iteration 67Q: 3 clusters Score -2.327571e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150556 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -23275670.000000 Penalty: 5986.041016
	Iteration 68Q: 3 clusters Score -2.327567e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150828 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -23275744.000000 Penalty: 5986.041016
	Iteration 69Q: 3 clusters Score -2.327574e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151107 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -23275740.000000 Penalty: 5986.041016
	Iteration 70Q: 3 clusters Score -2.327574e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151396 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -23275716.000000 Penalty: 5986.041016
	Iteration 71Q: 3 clusters Score -2.327572e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151686 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -23275778.000000 Penalty: 5986.041016
	Iteration 72Q: 3 clusters Score -2.327578e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151942 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -23275794.000000 Penalty: 5986.041016
	Iteration 73Q: 3 clusters Score -2.327579e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152198 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -23275730.000000 Penalty: 5986.041016
	Iteration 74Q: 3 clusters Score -2.327573e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152453 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -23275730.000000 Penalty: 5986.041016
	Iteration 75Q: 3 clusters Score -2.327573e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152698 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -23275770.000000 Penalty: 5986.041016
	Iteration 76Q: 3 clusters Score -2.327577e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152941 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -23275804.000000 Penalty: 5986.041016
	Iteration 77Q: 3 clusters Score -2.32758e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153187 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -23275816.000000 Penalty: 5986.041016
	Iteration 78Q: 3 clusters Score -2.327582e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153431 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -23275792.000000 Penalty: 5986.041016
	Iteration 79Q: 3 clusters Score -2.327579e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153645 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -23275814.000000 Penalty: 5986.041016
	Iteration 80F: 3 clusters Score -2.327581e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153861 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -23275866.000000 Penalty: 5986.041016
	Iteration 81Q: 3 clusters Score -2.327587e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154069 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -23275836.000000 Penalty: 5986.041016
	Iteration 82Q: 3 clusters Score -2.327584e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154266 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -23275826.000000 Penalty: 5986.041016
	Iteration 83Q: 3 clusters Score -2.327583e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154459 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -23275774.000000 Penalty: 5986.041016
	Iteration 84Q: 3 clusters Score -2.327577e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154649 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -23275734.000000 Penalty: 5986.041016
	Iteration 85Q: 3 clusters Score -2.327573e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154847 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -23275782.000000 Penalty: 5986.041016
	Iteration 86Q: 3 clusters Score -2.327578e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155027 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -23275708.000000 Penalty: 5986.041016
	Iteration 87Q: 3 clusters Score -2.327571e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155167 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -23275736.000000 Penalty: 5986.041016
	Iteration 88Q: 3 clusters Score -2.327574e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155304 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -23275740.000000 Penalty: 5986.041016
	Iteration 89Q: 3 clusters Score -2.327574e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155417 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -23275760.000000 Penalty: 5986.041016
	Iteration 90Q: 3 clusters Score -2.327576e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155540 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -23275730.000000 Penalty: 5986.041016
	Iteration 91Q: 3 clusters Score -2.327573e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155648 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -23275706.000000 Penalty: 5986.041016
	Iteration 92Q: 3 clusters Score -2.327571e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155754 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -23275726.000000 Penalty: 5986.041016
	Iteration 93Q: 3 clusters Score -2.327573e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155876 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -23275754.000000 Penalty: 5986.041016
	Iteration 94Q: 3 clusters Score -2.327575e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156000 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -23275730.000000 Penalty: 5986.041016
	Iteration 95Q: 3 clusters Score -2.327573e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156154 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -23275764.000000 Penalty: 5986.041016
	Iteration 96Q: 3 clusters Score -2.327576e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156317 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -23275766.000000 Penalty: 5986.041016
	Iteration 97Q: 3 clusters Score -2.327577e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156481 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -23275796.000000 Penalty: 5986.041016
	Iteration 98Q: 3 clusters Score -2.32758e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156668 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -23275770.000000 Penalty: 5986.041016
	Iteration 99Q: 3 clusters Score -2.327577e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156845 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -23275766.000000 Penalty: 5986.041016
	Iteration 100F: 3 clusters Score -2.327577e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157022 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -23275730.000000 Penalty: 5986.041016
	Iteration 101Q: 3 clusters Score -2.327573e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157202 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -23275712.000000 Penalty: 5986.041016
	Iteration 102Q: 3 clusters Score -2.327571e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157373 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -23275720.000000 Penalty: 5986.041016
	Iteration 103Q: 3 clusters Score -2.327572e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157523 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -23275688.000000 Penalty: 5986.041016
	Iteration 104Q: 3 clusters Score -2.327569e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157664 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -23275724.000000 Penalty: 5986.041016
	Iteration 105Q: 3 clusters Score -2.327572e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157808 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -23275746.000000 Penalty: 5986.041016
	Iteration 106Q: 3 clusters Score -2.327575e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157936 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -23275718.000000 Penalty: 5986.041016
	Iteration 107Q: 3 clusters Score -2.327572e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158056 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -23275728.000000 Penalty: 5986.041016
	Iteration 108Q: 3 clusters Score -2.327573e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158192 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -23275736.000000 Penalty: 5986.041016
	Iteration 109Q: 3 clusters Score -2.327574e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158325 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -23275712.000000 Penalty: 5986.041016
	Iteration 110Q: 3 clusters Score -2.327571e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158466 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -23275684.000000 Penalty: 5986.041016
	Iteration 111Q: 3 clusters Score -2.327568e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158608 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -23275716.000000 Penalty: 5986.041016
	Iteration 112Q: 3 clusters Score -2.327572e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158749 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -23275710.000000 Penalty: 5986.041016
	Iteration 113Q: 3 clusters Score -2.327571e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158873 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -23275752.000000 Penalty: 5986.041016
	Iteration 114Q: 3 clusters Score -2.327575e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158992 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -23275734.000000 Penalty: 5986.041016
	Iteration 115Q: 3 clusters Score -2.327573e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159090 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -23275730.000000 Penalty: 5986.041016
	Iteration 116Q: 3 clusters Score -2.327573e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159180 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -23275720.000000 Penalty: 5986.041016
	Iteration 117Q: 3 clusters Score -2.327572e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159270 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -23275716.000000 Penalty: 5986.041016
	Iteration 118Q: 3 clusters Score -2.327572e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159366 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -23275696.000000 Penalty: 5986.041016
	Iteration 119Q: 3 clusters Score -2.32757e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159469 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -23275642.000000 Penalty: 5986.041016
	Iteration 120F: 3 clusters Score -2.327564e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159586 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -23275652.000000 Penalty: 5986.041016
	Iteration 121Q: 3 clusters Score -2.327565e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159716 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -23275658.000000 Penalty: 5986.041016
	Iteration 122Q: 3 clusters Score -2.327566e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159820 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -23275652.000000 Penalty: 5986.041016
	Iteration 123Q: 3 clusters Score -2.327565e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159904 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -23275628.000000 Penalty: 5986.041016
	Iteration 124Q: 3 clusters Score -2.327563e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159992 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -23275640.000000 Penalty: 5986.041016
	Iteration 125Q: 3 clusters Score -2.327564e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160079 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -23275638.000000 Penalty: 5986.041016
	Iteration 126Q: 3 clusters Score -2.327564e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160168 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -23275648.000000 Penalty: 5986.041016
	Iteration 127Q: 3 clusters Score -2.327565e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160258 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -23275622.000000 Penalty: 5986.041016
	Iteration 128Q: 3 clusters Score -2.327562e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160357 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -23275616.000000 Penalty: 5986.041016
	Iteration 129Q: 3 clusters Score -2.327562e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160469 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -23275630.000000 Penalty: 5986.041016
	Iteration 130Q: 3 clusters Score -2.327563e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160582 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -23275678.000000 Penalty: 5986.041016
	Iteration 131Q: 3 clusters Score -2.327568e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160683 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -23275666.000000 Penalty: 5986.041016
	Iteration 132Q: 3 clusters Score -2.327567e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160783 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -23275688.000000 Penalty: 5986.041016
	Iteration 133Q: 3 clusters Score -2.327569e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160883 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -23275672.000000 Penalty: 5986.041016
	Iteration 134Q: 3 clusters Score -2.327567e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160984 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -23275684.000000 Penalty: 5986.041016
	Iteration 135Q: 3 clusters Score -2.327568e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161072 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -23275692.000000 Penalty: 5986.041016
	Iteration 136Q: 3 clusters Score -2.327569e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161178 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -23275664.000000 Penalty: 5986.041016
	Iteration 137Q: 3 clusters Score -2.327566e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161284 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -23275702.000000 Penalty: 5986.041016
	Iteration 138Q: 3 clusters Score -2.32757e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161398 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -23275674.000000 Penalty: 5986.041016
	Iteration 139Q: 3 clusters Score -2.327567e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161499 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -23275672.000000 Penalty: 5986.041016
	Iteration 140F: 3 clusters Score -2.327567e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161577 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -23275668.000000 Penalty: 5986.041016
	Iteration 141Q: 3 clusters Score -2.327567e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161663 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -23275670.000000 Penalty: 5986.041016
	Iteration 142Q: 3 clusters Score -2.327567e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161764 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -23275650.000000 Penalty: 5986.041016
	Iteration 143Q: 3 clusters Score -2.327565e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161875 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -23275620.000000 Penalty: 5986.041016
	Iteration 144Q: 3 clusters Score -2.327562e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161975 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -23275562.000000 Penalty: 5986.041016
	Iteration 145Q: 3 clusters Score -2.327556e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162091 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -23275556.000000 Penalty: 5986.041016
	Iteration 146Q: 3 clusters Score -2.327556e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162208 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -23275552.000000 Penalty: 5986.041016
	Iteration 147Q: 3 clusters Score -2.327555e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162307 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -23275560.000000 Penalty: 5986.041016
	Iteration 148Q: 3 clusters Score -2.327556e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162401 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -23275542.000000 Penalty: 5986.041016
	Iteration 149Q: 3 clusters Score -2.327554e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162489 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -23275550.000000 Penalty: 5986.041016
	Iteration 150Q: 3 clusters Score -2.327555e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162574 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -23275562.000000 Penalty: 5986.041016
	Iteration 151Q: 3 clusters Score -2.327556e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162659 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -23275530.000000 Penalty: 5986.041016
	Iteration 152Q: 3 clusters Score -2.327553e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162744 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -23275556.000000 Penalty: 5986.041016
	Iteration 153Q: 3 clusters Score -2.327556e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162832 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -23275550.000000 Penalty: 5986.041016
	Iteration 154Q: 3 clusters Score -2.327555e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162919 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -23275570.000000 Penalty: 5986.041016
	Iteration 155Q: 3 clusters Score -2.327557e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162981 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -23275560.000000 Penalty: 5986.041016
	Iteration 156Q: 3 clusters Score -2.327556e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163030 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -23275578.000000 Penalty: 5986.041016
	Iteration 157Q: 3 clusters Score -2.327558e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163079 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -23275558.000000 Penalty: 5986.041016
	Iteration 158Q: 3 clusters Score -2.327556e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163132 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -23275562.000000 Penalty: 5986.041016
	Iteration 159Q: 3 clusters Score -2.327556e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163195 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -23275544.000000 Penalty: 5986.041016
	Iteration 160F: 3 clusters Score -2.327554e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163246 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -23275538.000000 Penalty: 5986.041016
	Iteration 161Q: 3 clusters Score -2.327554e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163288 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -23275500.000000 Penalty: 5986.041016
	Iteration 162Q: 3 clusters Score -2.32755e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163324 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -23275510.000000 Penalty: 5986.041016
	Iteration 163Q: 3 clusters Score -2.327551e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163361 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -23275528.000000 Penalty: 5986.041016
	Iteration 164Q: 3 clusters Score -2.327553e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163410 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -23275494.000000 Penalty: 5986.041016
	Iteration 165Q: 3 clusters Score -2.327549e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163460 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -23275524.000000 Penalty: 5986.041016
	Iteration 166Q: 3 clusters Score -2.327552e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163513 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -23275518.000000 Penalty: 5986.041016
	Iteration 167Q: 3 clusters Score -2.327552e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163567 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -23275462.000000 Penalty: 5986.041016
	Iteration 168Q: 3 clusters Score -2.327546e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163631 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -23275426.000000 Penalty: 5986.041016
	Iteration 169Q: 3 clusters Score -2.327543e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163688 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -23275410.000000 Penalty: 5986.041016
	Iteration 170Q: 3 clusters Score -2.327541e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163752 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -23275402.000000 Penalty: 5986.041016
	Iteration 171Q: 3 clusters Score -2.32754e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163807 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -23275372.000000 Penalty: 5986.041016
	Iteration 172Q: 3 clusters Score -2.327537e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163863 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -23275354.000000 Penalty: 5986.041016
	Iteration 173Q: 3 clusters Score -2.327535e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163920 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -23275346.000000 Penalty: 5986.041016
	Iteration 174Q: 3 clusters Score -2.327535e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163976 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -23275336.000000 Penalty: 5986.041016
	Iteration 175Q: 3 clusters Score -2.327534e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164036 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -23275322.000000 Penalty: 5986.041016
	Iteration 176Q: 3 clusters Score -2.327532e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164088 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -23275324.000000 Penalty: 5986.041016
	Iteration 177Q: 3 clusters Score -2.327532e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164147 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -23275344.000000 Penalty: 5986.041016
	Iteration 178Q: 3 clusters Score -2.327534e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164200 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -23275340.000000 Penalty: 5986.041016
	Iteration 179Q: 3 clusters Score -2.327534e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164250 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -23275322.000000 Penalty: 5986.041016
	Iteration 180F: 3 clusters Score -2.327532e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164295 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -23275306.000000 Penalty: 5986.041016
	Iteration 181Q: 3 clusters Score -2.327531e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164342 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -23275296.000000 Penalty: 5986.041016
	Iteration 182Q: 3 clusters Score -2.32753e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164398 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -23275310.000000 Penalty: 5986.041016
	Iteration 183Q: 3 clusters Score -2.327531e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164459 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -23275304.000000 Penalty: 5986.041016
	Iteration 184Q: 3 clusters Score -2.32753e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164506 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -23275290.000000 Penalty: 5986.041016
	Iteration 185Q: 3 clusters Score -2.327529e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164557 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -23275282.000000 Penalty: 5986.041016
	Iteration 186Q: 3 clusters Score -2.327528e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164600 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -23275282.000000 Penalty: 5986.041016
	Iteration 187Q: 3 clusters Score -2.327528e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164646 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -23275262.000000 Penalty: 5986.041016
	Iteration 188Q: 3 clusters Score -2.327526e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164698 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -23275272.000000 Penalty: 5986.041016
	Iteration 189Q: 3 clusters Score -2.327527e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164748 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -23275278.000000 Penalty: 5986.041016
	Iteration 190Q: 3 clusters Score -2.327528e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164801 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -23275266.000000 Penalty: 5986.041016
	Iteration 191Q: 3 clusters Score -2.327527e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164849 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -23275252.000000 Penalty: 5986.041016
	Iteration 192Q: 3 clusters Score -2.327525e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164893 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -23275250.000000 Penalty: 5986.041016
	Iteration 193Q: 3 clusters Score -2.327525e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164944 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -23275240.000000 Penalty: 5986.041016
	Iteration 194Q: 3 clusters Score -2.327524e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164993 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -23275218.000000 Penalty: 5986.041016
	Iteration 195Q: 3 clusters Score -2.327522e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165049 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -23275214.000000 Penalty: 5986.041016
	Iteration 196Q: 3 clusters Score -2.327521e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165098 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -23275208.000000 Penalty: 5986.041016
	Iteration 197Q: 3 clusters Score -2.327521e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165143 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -23275192.000000 Penalty: 5986.041016
	Iteration 198Q: 3 clusters Score -2.327519e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165193 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -23275206.000000 Penalty: 5986.041016
	Iteration 199Q: 3 clusters Score -2.327521e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165244 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -23275232.000000 Penalty: 5986.041016
	Iteration 200F: 3 clusters Score -2.327523e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165299 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -23275226.000000 Penalty: 5986.041016
	Iteration 201Q: 3 clusters Score -2.327523e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165354 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -23275186.000000 Penalty: 5986.041016
	Iteration 202Q: 3 clusters Score -2.327519e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165419 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -23275208.000000 Penalty: 5986.041016
	Iteration 203Q: 3 clusters Score -2.327521e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165486 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -23275168.000000 Penalty: 5986.041016
	Iteration 204Q: 3 clusters Score -2.327517e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165567 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -23275212.000000 Penalty: 5986.041016
	Iteration 205Q: 3 clusters Score -2.327521e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165656 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -23275144.000000 Penalty: 5986.041016
	Iteration 206Q: 3 clusters Score -2.327514e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165752 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -23275144.000000 Penalty: 5986.041016
	Iteration 207Q: 3 clusters Score -2.327514e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165837 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -23275136.000000 Penalty: 5986.041016
	Iteration 208Q: 3 clusters Score -2.327514e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165927 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -23275134.000000 Penalty: 5986.041016
	Iteration 209Q: 3 clusters Score -2.327513e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166013 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -23275106.000000 Penalty: 5986.041016
	Iteration 210Q: 3 clusters Score -2.327511e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166100 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -23275070.000000 Penalty: 5986.041016
	Iteration 211Q: 3 clusters Score -2.327507e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166191 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -23275076.000000 Penalty: 5986.041016
	Iteration 212Q: 3 clusters Score -2.327508e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166275 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -23275092.000000 Penalty: 5986.041016
	Iteration 213Q: 3 clusters Score -2.327509e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166359 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -23275108.000000 Penalty: 5986.041016
	Iteration 214Q: 3 clusters Score -2.327511e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166450 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -23275094.000000 Penalty: 5986.041016
	Iteration 215Q: 3 clusters Score -2.327509e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166527 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -23275074.000000 Penalty: 5986.041016
	Iteration 216Q: 3 clusters Score -2.327507e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166601 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -23275074.000000 Penalty: 5986.041016
	Iteration 217Q: 3 clusters Score -2.327507e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166675 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -23275062.000000 Penalty: 5986.041016
	Iteration 218Q: 3 clusters Score -2.327506e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166744 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -23275062.000000 Penalty: 5986.041016
	Iteration 219Q: 3 clusters Score -2.327506e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166825 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -23275000.000000 Penalty: 5986.041016
	Iteration 220F: 3 clusters Score -2.3275e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166907 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -23274988.000000 Penalty: 5986.041016
	Iteration 221Q: 3 clusters Score -2.327499e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166988 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -23274984.000000 Penalty: 5986.041016
	Iteration 222Q: 3 clusters Score -2.327498e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167087 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -23275042.000000 Penalty: 5986.041016
	Iteration 223Q: 3 clusters Score -2.327504e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167181 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -23275028.000000 Penalty: 5986.041016
	Iteration 224Q: 3 clusters Score -2.327503e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167272 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -23275006.000000 Penalty: 5986.041016
	Iteration 225Q: 3 clusters Score -2.327501e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167366 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -2.327497e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167462 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -23274950.000000 Penalty: 5986.041016
	Iteration 227Q: 3 clusters Score -2.327495e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167548 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -23274948.000000 Penalty: 5986.041016
	Iteration 228Q: 3 clusters Score -2.327495e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167625 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -23274958.000000 Penalty: 5986.041016
	Iteration 229Q: 3 clusters Score -2.327496e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167696 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -23274922.000000 Penalty: 5986.041016
	Iteration 230Q: 3 clusters Score -2.327492e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167748 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -23274972.000000 Penalty: 5986.041016
	Iteration 231Q: 3 clusters Score -2.327497e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167799 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -23274952.000000 Penalty: 5986.041016
	Iteration 232Q: 3 clusters Score -2.327495e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167857 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -23274960.000000 Penalty: 5986.041016
	Iteration 233Q: 3 clusters Score -2.327496e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167921 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -23274940.000000 Penalty: 5986.041016
	Iteration 234Q: 3 clusters Score -2.327494e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167989 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -23274942.000000 Penalty: 5986.041016
	Iteration 235Q: 3 clusters Score -2.327494e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168053 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -23274930.000000 Penalty: 5986.041016
	Iteration 236Q: 3 clusters Score -2.327493e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168108 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -23274954.000000 Penalty: 5986.041016
	Iteration 237Q: 3 clusters Score -2.327495e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168163 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -23274912.000000 Penalty: 5986.041016
	Iteration 238Q: 3 clusters Score -2.327491e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168207 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -23274892.000000 Penalty: 5986.041016
	Iteration 239Q: 3 clusters Score -2.327489e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168250 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -23274868.000000 Penalty: 5986.041016
	Iteration 240F: 3 clusters Score -2.327487e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168298 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -23274854.000000 Penalty: 5986.041016
	Iteration 241Q: 3 clusters Score -2.327485e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168341 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -23274860.000000 Penalty: 5986.041016
	Iteration 242Q: 3 clusters Score -2.327486e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168391 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -23274876.000000 Penalty: 5986.041016
	Iteration 243Q: 3 clusters Score -2.327488e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168434 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -23274872.000000 Penalty: 5986.041016
	Iteration 244Q: 3 clusters Score -2.327487e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168473 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -23274862.000000 Penalty: 5986.041016
	Iteration 245Q: 3 clusters Score -2.327486e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168518 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -23274854.000000 Penalty: 5986.041016
	Iteration 246Q: 3 clusters Score -2.327485e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168566 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -23274852.000000 Penalty: 5986.041016
	Iteration 247Q: 3 clusters Score -2.327485e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168604 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -23274880.000000 Penalty: 5986.041016
	Iteration 248Q: 3 clusters Score -2.327488e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168638 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -23274848.000000 Penalty: 5986.041016
	Iteration 249Q: 3 clusters Score -2.327485e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168662 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -23274884.000000 Penalty: 5986.041016
	Iteration 250Q: 3 clusters Score -2.327488e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168688 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -23274838.000000 Penalty: 5986.041016
	Iteration 251Q: 3 clusters Score -2.327484e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168718 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -23274846.000000 Penalty: 5986.041016
	Iteration 252Q: 3 clusters Score -2.327485e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168753 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -23274862.000000 Penalty: 5986.041016
	Iteration 253Q: 3 clusters Score -2.327486e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168775 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -23274804.000000 Penalty: 5986.041016
	Iteration 254Q: 3 clusters Score -2.32748e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168796 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -23274832.000000 Penalty: 5986.041016
	Iteration 255Q: 3 clusters Score -2.327483e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168820 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -23274844.000000 Penalty: 5986.041016
	Iteration 256Q: 3 clusters Score -2.327484e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168846 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -23274838.000000 Penalty: 5986.041016
	Iteration 257Q: 3 clusters Score -2.327484e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168868 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -23274846.000000 Penalty: 5986.041016
	Iteration 258Q: 3 clusters Score -2.327485e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168881 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -23274848.000000 Penalty: 5986.041016
	Iteration 259Q: 3 clusters Score -2.327485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168889 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -23274842.000000 Penalty: 5986.041016
	Iteration 260F: 3 clusters Score -2.327484e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168902 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -23274844.000000 Penalty: 5986.041016
	Iteration 261Q: 3 clusters Score -2.327484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168912 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -23274848.000000 Penalty: 5986.041016
	Iteration 262Q: 3 clusters Score -2.327485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168919 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -23274842.000000 Penalty: 5986.041016
	Iteration 263Q: 3 clusters Score -2.327484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168927 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -23274840.000000 Penalty: 5986.041016
	Iteration 264Q: 3 clusters Score -2.327484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168935 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -23274830.000000 Penalty: 5986.041016
	Iteration 265Q: 3 clusters Score -2.327483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168947 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -23274842.000000 Penalty: 5986.041016
	Iteration 266Q: 3 clusters Score -2.327484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168957 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -23274834.000000 Penalty: 5986.041016
	Iteration 267Q: 3 clusters Score -2.327483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168965 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -23274824.000000 Penalty: 5986.041016
	Iteration 268Q: 3 clusters Score -2.327482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168973 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -23274806.000000 Penalty: 5986.041016
	Iteration 269Q: 3 clusters Score -2.327481e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168986 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -23274810.000000 Penalty: 5986.041016
	Iteration 270Q: 3 clusters Score -2.327481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168996 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -23274832.000000 Penalty: 5986.041016
	Iteration 271Q: 3 clusters Score -2.327483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169004 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -23274822.000000 Penalty: 5986.041016
	Iteration 272Q: 3 clusters Score -2.327482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169012 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -23274836.000000 Penalty: 5986.041016
	Iteration 273Q: 3 clusters Score -2.327484e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169020 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -23274820.000000 Penalty: 5986.041016
	Iteration 274Q: 3 clusters Score -2.327482e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169031 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -23274820.000000 Penalty: 5986.041016
	Iteration 275Q: 3 clusters Score -2.327482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169039 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -23274808.000000 Penalty: 5986.041016
	Iteration 276Q: 3 clusters Score -2.327481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169049 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -23274828.000000 Penalty: 5986.041016
	Iteration 277Q: 3 clusters Score -2.327483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169055 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -23274812.000000 Penalty: 5986.041016
	Iteration 278Q: 3 clusters Score -2.327481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169059 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -23274806.000000 Penalty: 5986.041016
	Iteration 279Q: 3 clusters Score -2.327481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169061 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -23274818.000000 Penalty: 5986.041016
	Iteration 280F: 3 clusters Score -2.327482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169067 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -23274822.000000 Penalty: 5986.041016
	Iteration 281Q: 3 clusters Score -2.327482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169075 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -23274850.000000 Penalty: 5986.041016
	Iteration 282Q: 3 clusters Score -2.327485e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169086 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -23274824.000000 Penalty: 5986.041016
	Iteration 283Q: 3 clusters Score -2.327482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169093 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -23274846.000000 Penalty: 5986.041016
	Iteration 284Q: 3 clusters Score -2.327485e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169105 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -23274832.000000 Penalty: 5986.041016
	Iteration 285Q: 3 clusters Score -2.327483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169118 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -23274840.000000 Penalty: 5986.041016
	Iteration 286Q: 3 clusters Score -2.327484e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169136 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -23274846.000000 Penalty: 5986.041016
	Iteration 287Q: 3 clusters Score -2.327485e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169152 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -23274834.000000 Penalty: 5986.041016
	Iteration 288Q: 3 clusters Score -2.327483e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169173 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -23274834.000000 Penalty: 5986.041016
	Iteration 289Q: 3 clusters Score -2.327483e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169191 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -23274838.000000 Penalty: 5986.041016
	Iteration 290Q: 3 clusters Score -2.327484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169207 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -23274844.000000 Penalty: 5986.041016
	Iteration 291Q: 3 clusters Score -2.327484e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169224 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -23274834.000000 Penalty: 5986.041016
	Iteration 292Q: 3 clusters Score -2.327483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169235 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -23274840.000000 Penalty: 5986.041016
	Iteration 293Q: 3 clusters Score -2.327484e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169253 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -23274840.000000 Penalty: 5986.041016
	Iteration 294Q: 3 clusters Score -2.327484e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169272 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -23274830.000000 Penalty: 5986.041016
	Iteration 295Q: 3 clusters Score -2.327483e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169287 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -23274848.000000 Penalty: 5986.041016
	Iteration 296Q: 3 clusters Score -2.327485e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169297 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -23274844.000000 Penalty: 5986.041016
	Iteration 297Q: 3 clusters Score -2.327484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169308 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -23274826.000000 Penalty: 5986.041016
	Iteration 298Q: 3 clusters Score -2.327483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169320 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -23274834.000000 Penalty: 5986.041016
	Iteration 299Q: 3 clusters Score -2.327483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169327 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -23274846.000000 Penalty: 5986.041016
	Iteration 300F: 3 clusters Score -2.327485e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169342 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -23274836.000000 Penalty: 5986.041016
	Iteration 301Q: 3 clusters Score -2.327484e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169365 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -23274828.000000 Penalty: 5986.041016
	Iteration 302Q: 3 clusters Score -2.327483e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169386 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -23274838.000000 Penalty: 5986.041016
	Iteration 303Q: 3 clusters Score -2.327484e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169400 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -23274832.000000 Penalty: 5986.041016
	Iteration 304Q: 3 clusters Score -2.327483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169414 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -23274842.000000 Penalty: 5986.041016
	Iteration 305Q: 3 clusters Score -2.327484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169426 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -2.327484e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169445 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -23274824.000000 Penalty: 5986.041016
	Iteration 307Q: 3 clusters Score -2.327482e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169468 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -2.327482e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169486 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -23274820.000000 Penalty: 5986.041016
	Iteration 309Q: 3 clusters Score -2.327482e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169505 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -23274814.000000 Penalty: 5986.041016
	Iteration 310Q: 3 clusters Score -2.327481e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169514 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -23274846.000000 Penalty: 5986.041016
	Iteration 311Q: 3 clusters Score -2.327485e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169528 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -2.327483e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169547 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -23274830.000000 Penalty: 5986.041016
	Iteration 313Q: 3 clusters Score -2.327483e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169565 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -23274828.000000 Penalty: 5986.041016
	Iteration 314Q: 3 clusters Score -2.327483e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169584 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -23274832.000000 Penalty: 5986.041016
	Iteration 315Q: 3 clusters Score -2.327483e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169604 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -23274838.000000 Penalty: 5986.041016
	Iteration 316Q: 3 clusters Score -2.327484e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169623 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -23274828.000000 Penalty: 5986.041016
	Iteration 317Q: 3 clusters Score -2.327483e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169636 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -2.327483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169649 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -23274856.000000 Penalty: 5986.041016
	Iteration 319Q: 3 clusters Score -2.327486e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169666 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -23274832.000000 Penalty: 5986.041016
	Iteration 320F: 3 clusters Score -2.327483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169678 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -23274836.000000 Penalty: 5986.041016
	Iteration 321Q: 3 clusters Score -2.327484e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169692 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -2.327483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169702 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -23274822.000000 Penalty: 5986.041016
	Iteration 323Q: 3 clusters Score -2.327482e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169713 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -23274826.000000 Penalty: 5986.041016
	Iteration 324Q: 3 clusters Score -2.327483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169723 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -23274838.000000 Penalty: 5986.041016
	Iteration 325Q: 3 clusters Score -2.327484e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169736 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -2.327483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169747 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -23274834.000000 Penalty: 5986.041016
	Iteration 327Q: 3 clusters Score -2.327483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169760 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -23274806.000000 Penalty: 5986.041016
	Iteration 328Q: 3 clusters Score -2.327481e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169776 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -23274818.000000 Penalty: 5986.041016
	Iteration 329Q: 3 clusters Score -2.327482e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169798 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -23274812.000000 Penalty: 5986.041016
	Iteration 330Q: 3 clusters Score -2.327481e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169815 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -23274814.000000 Penalty: 5986.041016
	Iteration 331Q: 3 clusters Score -2.327481e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169833 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -23274798.000000 Penalty: 5986.041016
	Iteration 332Q: 3 clusters Score -2.32748e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169854 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -23274828.000000 Penalty: 5986.041016
	Iteration 333Q: 3 clusters Score -2.327483e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169874 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -23274820.000000 Penalty: 5986.041016
	Iteration 334Q: 3 clusters Score -2.327482e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169898 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -23274810.000000 Penalty: 5986.041016
	Iteration 335Q: 3 clusters Score -2.327481e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169919 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -23274798.000000 Penalty: 5986.041016
	Iteration 336Q: 3 clusters Score -2.32748e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169938 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -23274822.000000 Penalty: 5986.041016
	Iteration 337Q: 3 clusters Score -2.327482e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169966 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -23274802.000000 Penalty: 5986.041016
	Iteration 338Q: 3 clusters Score -2.32748e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169991 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -23274778.000000 Penalty: 5986.041016
	Iteration 339Q: 3 clusters Score -2.327478e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170007 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -23274796.000000 Penalty: 5986.041016
	Iteration 340F: 3 clusters Score -2.32748e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170022 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -23274782.000000 Penalty: 5986.041016
	Iteration 341Q: 3 clusters Score -2.327478e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170040 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -23274774.000000 Penalty: 5986.041016
	Iteration 342Q: 3 clusters Score -2.327477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170048 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -23274788.000000 Penalty: 5986.041016
	Iteration 343Q: 3 clusters Score -2.327479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170055 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -23274778.000000 Penalty: 5986.041016
	Iteration 344Q: 3 clusters Score -2.327478e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170067 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -23274780.000000 Penalty: 5986.041016
	Iteration 345Q: 3 clusters Score -2.327478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170072 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -23274776.000000 Penalty: 5986.041016
	Iteration 346Q: 3 clusters Score -2.327478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170078 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -23274786.000000 Penalty: 5986.041016
	Iteration 347Q: 3 clusters Score -2.327479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170085 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -23274768.000000 Penalty: 5986.041016
	Iteration 348Q: 3 clusters Score -2.327477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170096 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -23274774.000000 Penalty: 5986.041016
	Iteration 349Q: 3 clusters Score -2.327477e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170115 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -23274766.000000 Penalty: 5986.041016
	Iteration 350Q: 3 clusters Score -2.327477e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170132 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -23274778.000000 Penalty: 5986.041016
	Iteration 351Q: 3 clusters Score -2.327478e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170151 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -23274786.000000 Penalty: 5986.041016
	Iteration 352Q: 3 clusters Score -2.327479e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170162 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -23274784.000000 Penalty: 5986.041016
	Iteration 353Q: 3 clusters Score -2.327478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170171 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -23274776.000000 Penalty: 5986.041016
	Iteration 354Q: 3 clusters Score -2.327478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170180 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -23274758.000000 Penalty: 5986.041016
	Iteration 355Q: 3 clusters Score -2.327476e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170198 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -23274764.000000 Penalty: 5986.041016
	Iteration 356Q: 3 clusters Score -2.327476e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170213 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -23274764.000000 Penalty: 5986.041016
	Iteration 357Q: 3 clusters Score -2.327476e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170228 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -23274760.000000 Penalty: 5986.041016
	Iteration 358Q: 3 clusters Score -2.327476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170238 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -23274740.000000 Penalty: 5986.041016
	Iteration 359Q: 3 clusters Score -2.327474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170249 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -23274736.000000 Penalty: 5986.041016
	Iteration 360F: 3 clusters Score -2.327474e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170259 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -23274746.000000 Penalty: 5986.041016
	Iteration 361Q: 3 clusters Score -2.327475e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170267 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -23274740.000000 Penalty: 5986.041016
	Iteration 362Q: 3 clusters Score -2.327474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170277 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -23274758.000000 Penalty: 5986.041016
	Iteration 363Q: 3 clusters Score -2.327476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170287 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -23274738.000000 Penalty: 5986.041016
	Iteration 364Q: 3 clusters Score -2.327474e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170298 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -23274756.000000 Penalty: 5986.041016
	Iteration 365Q: 3 clusters Score -2.327476e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170310 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -23274756.000000 Penalty: 5986.041016
	Iteration 366Q: 3 clusters Score -2.327476e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170321 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -23274762.000000 Penalty: 5986.041016
	Iteration 367Q: 3 clusters Score -2.327476e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170332 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -23274730.000000 Penalty: 5986.041016
	Iteration 368Q: 3 clusters Score -2.327473e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170341 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -23274750.000000 Penalty: 5986.041016
	Iteration 369Q: 3 clusters Score -2.327475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170345 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -23274746.000000 Penalty: 5986.041016
	Iteration 370Q: 3 clusters Score -2.327475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170350 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -23274740.000000 Penalty: 5986.041016
	Iteration 371Q: 3 clusters Score -2.327474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170360 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -23274722.000000 Penalty: 5986.041016
	Iteration 372Q: 3 clusters Score -2.327472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170366 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -23274726.000000 Penalty: 5986.041016
	Iteration 373Q: 3 clusters Score -2.327473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170372 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -23274722.000000 Penalty: 5986.041016
	Iteration 374Q: 3 clusters Score -2.327472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170382 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -23274722.000000 Penalty: 5986.041016
	Iteration 375Q: 3 clusters Score -2.327472e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170394 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -23274722.000000 Penalty: 5986.041016
	Iteration 376Q: 3 clusters Score -2.327472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170403 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -23274728.000000 Penalty: 5986.041016
	Iteration 377Q: 3 clusters Score -2.327473e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170415 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -23274740.000000 Penalty: 5986.041016
	Iteration 378Q: 3 clusters Score -2.327474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170426 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -23274718.000000 Penalty: 5986.041016
	Iteration 379Q: 3 clusters Score -2.327472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170434 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -23274736.000000 Penalty: 5986.041016
	Iteration 380F: 3 clusters Score -2.327474e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170446 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -23274726.000000 Penalty: 5986.041016
	Iteration 381Q: 3 clusters Score -2.327473e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170466 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -23274720.000000 Penalty: 5986.041016
	Iteration 382Q: 3 clusters Score -2.327472e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170478 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -23274738.000000 Penalty: 5986.041016
	Iteration 383Q: 3 clusters Score -2.327474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170489 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -23274728.000000 Penalty: 5986.041016
	Iteration 384Q: 3 clusters Score -2.327473e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170498 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -23274728.000000 Penalty: 5986.041016
	Iteration 385Q: 3 clusters Score -2.327473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170511 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -23274726.000000 Penalty: 5986.041016
	Iteration 386Q: 3 clusters Score -2.327473e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170523 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -23274722.000000 Penalty: 5986.041016
	Iteration 387Q: 3 clusters Score -2.327472e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170537 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -23274712.000000 Penalty: 5986.041016
	Iteration 388Q: 3 clusters Score -2.327471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170544 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -23274688.000000 Penalty: 5986.041016
	Iteration 389Q: 3 clusters Score -2.327469e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170552 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -23274710.000000 Penalty: 5986.041016
	Iteration 390Q: 3 clusters Score -2.327471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170559 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -23274682.000000 Penalty: 5986.041016
	Iteration 391Q: 3 clusters Score -2.327468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170567 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -23274708.000000 Penalty: 5986.041016
	Iteration 392Q: 3 clusters Score -2.327471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170572 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -23274700.000000 Penalty: 5986.041016
	Iteration 393Q: 3 clusters Score -2.32747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170576 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -23274702.000000 Penalty: 5986.041016
	Iteration 394Q: 3 clusters Score -2.32747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170582 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -23274702.000000 Penalty: 5986.041016
	Iteration 395Q: 3 clusters Score -2.32747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170588 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -23274700.000000 Penalty: 5986.041016
	Iteration 396Q: 3 clusters Score -2.32747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170592 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -23274688.000000 Penalty: 5986.041016
	Iteration 397Q: 3 clusters Score -2.327469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170598 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -23274686.000000 Penalty: 5986.041016
	Iteration 398Q: 3 clusters Score -2.327469e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170604 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -23274672.000000 Penalty: 5986.041016
	Iteration 399Q: 3 clusters Score -2.327467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170609 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -23274676.000000 Penalty: 5986.041016
	Iteration 400F: 3 clusters Score -2.327468e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170614 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -23274682.000000 Penalty: 5986.041016
	Iteration 401Q: 3 clusters Score -2.327468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170623 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -23274668.000000 Penalty: 5986.041016
	Iteration 402Q: 3 clusters Score -2.327467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170630 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -23274670.000000 Penalty: 5986.041016
	Iteration 403Q: 3 clusters Score -2.327467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170636 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -23274664.000000 Penalty: 5986.041016
	Iteration 404Q: 3 clusters Score -2.327466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170644 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -23274678.000000 Penalty: 5986.041016
	Iteration 405Q: 3 clusters Score -2.327468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170650 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -23274688.000000 Penalty: 5986.041016
	Iteration 406Q: 3 clusters Score -2.327469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170655 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -23274700.000000 Penalty: 5986.041016
	Iteration 407Q: 3 clusters Score -2.32747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170663 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -23274668.000000 Penalty: 5986.041016
	Iteration 408Q: 3 clusters Score -2.327467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170668 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -23274686.000000 Penalty: 5986.041016
	Iteration 409Q: 3 clusters Score -2.327469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170675 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -23274682.000000 Penalty: 5986.041016
	Iteration 410Q: 3 clusters Score -2.327468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170683 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -23274664.000000 Penalty: 5986.041016
	Iteration 411Q: 3 clusters Score -2.327466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170688 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -23274668.000000 Penalty: 5986.041016
	Iteration 412Q: 3 clusters Score -2.327467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170693 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
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	Iteration 413Q: 3 clusters Score -2.327467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170696 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -23274668.000000 Penalty: 5986.041016
	Iteration 414Q: 3 clusters Score -2.327467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170700 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -23274666.000000 Penalty: 5986.041016
	Iteration 415Q: 3 clusters Score -2.327467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170706 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -23274666.000000 Penalty: 5986.041016
	Iteration 416Q: 3 clusters Score -2.327467e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170720 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -23274668.000000 Penalty: 5986.041016
	Iteration 417Q: 3 clusters Score -2.327467e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170735 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -23274656.000000 Penalty: 5986.041016
	Iteration 418Q: 3 clusters Score -2.327466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170745 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -23274632.000000 Penalty: 5986.041016
	Iteration 419Q: 3 clusters Score -2.327463e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170756 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -23274628.000000 Penalty: 5986.041016
	Iteration 420F: 3 clusters Score -2.327463e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170766 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -23274628.000000 Penalty: 5986.041016
	Iteration 421Q: 3 clusters Score -2.327463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170774 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -23274662.000000 Penalty: 5986.041016
	Iteration 422Q: 3 clusters Score -2.327466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170778 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -23274650.000000 Penalty: 5986.041016
	Iteration 423Q: 3 clusters Score -2.327465e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170784 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -23274658.000000 Penalty: 5986.041016
	Iteration 424Q: 3 clusters Score -2.327466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170787 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -23274676.000000 Penalty: 5986.041016
	Iteration 425Q: 3 clusters Score -2.327468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170788 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -23274668.000000 Penalty: 5986.041016
	Iteration 426Q: 3 clusters Score -2.327467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170787 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -23274660.000000 Penalty: 5986.041016
	Iteration 427Q: 3 clusters Score -2.327466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170787 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -23274660.000000 Penalty: 5986.041016
	Iteration 428F: 3 clusters Score -2.327466e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -48214.523438 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -48214.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46774.324219 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -46774.32 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46899.972656 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -46899.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46962.105469 Penalty: 2974.240234
	Iteration 2Q: 3 clusters Score -46962.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47006.800781 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -47006.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47029.152344 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -47029.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47064.222656 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -47064.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47169.550781 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -47169.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47358.828125 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -47358.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47390.980469 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -47390.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47402.582031 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -47402.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47407.113281 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -47407.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47408.656250 Penalty: 2974.240234
	Iteration 11Q: 3 clusters Score -47408.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47413.347656 Penalty: 2974.240234
	Iteration 12Q: 3 clusters Score -47413.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47413.347656 Penalty: 2974.240234
	Iteration 13F: 3 clusters Score -47413.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -77982.890625 Penalty: 1598.144531
	Iteration 0F: 2 clusters Score -77982.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76320.835938 Penalty: 3196.289062
	Iteration 0F: 3 clusters Score -76320.84 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76537.578125 Penalty: 3196.289062
	Iteration 1F: 3 clusters Score -76537.58 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -76639.789062 Penalty: 3196.289062
	Iteration 2F: 3 clusters Score -76639.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76689.429688 Penalty: 3196.289062
	Iteration 3Q: 3 clusters Score -76689.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -76723.281250 Penalty: 3196.289062
	Iteration 4Q: 3 clusters Score -76723.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -76731.226562 Penalty: 3196.289062
	Iteration 5Q: 3 clusters Score -76731.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -76732.531250 Penalty: 3196.289062
	Iteration 6Q: 3 clusters Score -76732.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -76734.515625 Penalty: 3196.289062
	Iteration 7Q: 3 clusters Score -76734.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -76738.578125 Penalty: 3196.289062
	Iteration 8Q: 3 clusters Score -76738.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -76739.882812 Penalty: 3196.289062
	Iteration 9Q: 3 clusters Score -76739.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -76739.882812 Penalty: 3196.289062
	Iteration 10F: 3 clusters Score -76739.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (161700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161700 members 
Entering Unmasked Estep 
Score: -21445684.000000 Penalty: 2974.387451
	Iteration 0F: 2 clusters Score -2.144568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81037 members 
Mstep: Class 2 contains 80663 members 
Entering Unmasked Estep 
Score: -21339656.000000 Penalty: 5948.774902
	Iteration 0F: 3 clusters Score -2.133966e+07 nChanged 77174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83559 members 
Mstep: Class 2 contains 78141 members 
Entering Unmasked Estep 
Score: -21384410.000000 Penalty: 5948.774902
	Iteration 1F: 3 clusters Score -2.138441e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85154 members 
Mstep: Class 2 contains 76546 members 
Entering Unmasked Estep 
Score: -21385566.000000 Penalty: 5948.774902
	Iteration 2Q: 3 clusters Score -2.138557e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87391 members 
Mstep: Class 2 contains 74309 members 
Entering Unmasked Estep 
Score: -21386998.000000 Penalty: 5948.774902
	Iteration 3Q: 3 clusters Score -2.1387e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90651 members 
Mstep: Class 2 contains 71049 members 
Entering Unmasked Estep 
Score: -21388770.000000 Penalty: 5948.774902
	Iteration 4Q: 3 clusters Score -2.138877e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95222 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -21391930.000000 Penalty: 5948.774902
	Iteration 5Q: 3 clusters Score -2.139193e+07 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101747 members 
Mstep: Class 2 contains 59953 members 
Entering Unmasked Estep 
Score: -21397124.000000 Penalty: 5948.774902
	Iteration 6Q: 3 clusters Score -2.139712e+07 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109787 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -21404578.000000 Penalty: 5948.774902
	Iteration 7F: 3 clusters Score -2.140458e+07 nChanged 10158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118671 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -21413388.000000 Penalty: 5948.774902
	Iteration 8F: 3 clusters Score -2.141339e+07 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127031 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -21421172.000000 Penalty: 5948.774902
	Iteration 9F: 3 clusters Score -2.142117e+07 nChanged 7967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134062 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -21426902.000000 Penalty: 5948.774902
	Iteration 10Q: 3 clusters Score -2.14269e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139746 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -21430938.000000 Penalty: 5948.774902
	Iteration 11Q: 3 clusters Score -2.143094e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144465 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -21434262.000000 Penalty: 5948.774902
	Iteration 12Q: 3 clusters Score -2.143426e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148444 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -21437052.000000 Penalty: 5948.774902
	Iteration 13Q: 3 clusters Score -2.143705e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151737 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -21438998.000000 Penalty: 5948.774902
	Iteration 14Q: 3 clusters Score -2.1439e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154356 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -21440546.000000 Penalty: 5948.774902
	Iteration 15Q: 3 clusters Score -2.144055e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156399 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -21441556.000000 Penalty: 5948.774902
	Iteration 16Q: 3 clusters Score -2.144156e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157853 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -21442278.000000 Penalty: 5948.774902
	Iteration 17Q: 3 clusters Score -2.144228e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158896 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -21442808.000000 Penalty: 5948.774902
	Iteration 18Q: 3 clusters Score -2.144281e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159579 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -21442958.000000 Penalty: 5948.774902
	Iteration 19Q: 3 clusters Score -2.144296e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159999 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -21443070.000000 Penalty: 5948.774902
	Iteration 20F: 3 clusters Score -2.144307e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160284 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -21443152.000000 Penalty: 5948.774902
	Iteration 21Q: 3 clusters Score -2.144315e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160482 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -21443252.000000 Penalty: 5948.774902
	Iteration 22Q: 3 clusters Score -2.144325e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160631 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -21443284.000000 Penalty: 5948.774902
	Iteration 23Q: 3 clusters Score -2.144328e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160735 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -21443320.000000 Penalty: 5948.774902
	Iteration 24Q: 3 clusters Score -2.144332e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160804 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -21443348.000000 Penalty: 5948.774902
	Iteration 25Q: 3 clusters Score -2.144335e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160846 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -21443348.000000 Penalty: 5948.774902
	Iteration 26Q: 3 clusters Score -2.144335e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160891 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -21443382.000000 Penalty: 5948.774902
	Iteration 27Q: 3 clusters Score -2.144338e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160924 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -21443402.000000 Penalty: 5948.774902
	Iteration 28Q: 3 clusters Score -2.14434e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160956 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -21443388.000000 Penalty: 5948.774902
	Iteration 29Q: 3 clusters Score -2.144339e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160978 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -21443414.000000 Penalty: 5948.774902
	Iteration 30Q: 3 clusters Score -2.144341e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160994 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -21443416.000000 Penalty: 5948.774902
	Iteration 31Q: 3 clusters Score -2.144342e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161011 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -21443408.000000 Penalty: 5948.774902
	Iteration 32Q: 3 clusters Score -2.144341e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161023 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -21443404.000000 Penalty: 5948.774902
	Iteration 33Q: 3 clusters Score -2.14434e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161034 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -21443410.000000 Penalty: 5948.774902
	Iteration 34Q: 3 clusters Score -2.144341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161040 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -21443408.000000 Penalty: 5948.774902
	Iteration 35Q: 3 clusters Score -2.144341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161050 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -21443430.000000 Penalty: 5948.774902
	Iteration 36Q: 3 clusters Score -2.144343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161056 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -21443442.000000 Penalty: 5948.774902
	Iteration 37Q: 3 clusters Score -2.144344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161061 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -21443446.000000 Penalty: 5948.774902
	Iteration 38Q: 3 clusters Score -2.144345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161065 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -21443440.000000 Penalty: 5948.774902
	Iteration 39Q: 3 clusters Score -2.144344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161067 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -21443442.000000 Penalty: 5948.774902
	Iteration 40F: 3 clusters Score -2.144344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161069 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -21443446.000000 Penalty: 5948.774902
	Iteration 41Q: 3 clusters Score -2.144345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161073 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -21443442.000000 Penalty: 5948.774902
	Iteration 42Q: 3 clusters Score -2.144344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161078 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -21443466.000000 Penalty: 5948.774902
	Iteration 43Q: 3 clusters Score -2.144347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161085 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -21443458.000000 Penalty: 5948.774902
	Iteration 44Q: 3 clusters Score -2.144346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161091 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -21443462.000000 Penalty: 5948.774902
	Iteration 45Q: 3 clusters Score -2.144346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161094 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -21443452.000000 Penalty: 5948.774902
	Iteration 46Q: 3 clusters Score -2.144345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161094 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -21443452.000000 Penalty: 5948.774902
	Iteration 47F: 3 clusters Score -2.144345e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Entering Unmasked Estep 
Score: -502322.375000 Penalty: 2044.659912
	Iteration 0F: 2 clusters Score -502322.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -498530.812500 Penalty: 4089.319824
	Iteration 0F: 3 clusters Score -498530.8 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -499427.562500 Penalty: 4089.319824
	Iteration 1F: 3 clusters Score -499427.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -499678.500000 Penalty: 4089.319824
	Iteration 2F: 3 clusters Score -499678.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -499840.156250 Penalty: 4089.319824
	Iteration 3F: 3 clusters Score -499840.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -499950.031250 Penalty: 4089.319824
	Iteration 4Q: 3 clusters Score -499950 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -500039.843750 Penalty: 4089.319824
	Iteration 5Q: 3 clusters Score -500039.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -500101.281250 Penalty: 4089.319824
	Iteration 6Q: 3 clusters Score -500101.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -500148.531250 Penalty: 4089.319824
	Iteration 7Q: 3 clusters Score -500148.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -500186.562500 Penalty: 4089.319824
	Iteration 8Q: 3 clusters Score -500186.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -500221.437500 Penalty: 4089.319824
	Iteration 9Q: 3 clusters Score -500221.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -500246.218750 Penalty: 4089.319824
	Iteration 10Q: 3 clusters Score -500246.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -500267.093750 Penalty: 4089.319824
	Iteration 11Q: 3 clusters Score -500267.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -500295.281250 Penalty: 4089.319824
	Iteration 12Q: 3 clusters Score -500295.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -500317.187500 Penalty: 4089.319824
	Iteration 13Q: 3 clusters Score -500317.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -500343.187500 Penalty: 4089.319824
	Iteration 14Q: 3 clusters Score -500343.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -500361.093750 Penalty: 4089.319824
	Iteration 15Q: 3 clusters Score -500361.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -500373.812500 Penalty: 4089.319824
	Iteration 16Q: 3 clusters Score -500373.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -500386.687500 Penalty: 4089.319824
	Iteration 17Q: 3 clusters Score -500386.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -500396.906250 Penalty: 4089.319824
	Iteration 18Q: 3 clusters Score -500396.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -500408.343750 Penalty: 4089.319824
	Iteration 19Q: 3 clusters Score -500408.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -500416.656250 Penalty: 4089.319824
	Iteration 20F: 3 clusters Score -500416.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -500423.343750 Penalty: 4089.319824
	Iteration 21Q: 3 clusters Score -500423.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -500426.312500 Penalty: 4089.319824
	Iteration 22Q: 3 clusters Score -500426.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -500428.812500 Penalty: 4089.319824
	Iteration 23Q: 3 clusters Score -500428.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -500432.125000 Penalty: 4089.319824
	Iteration 24Q: 3 clusters Score -500432.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -500433.781250 Penalty: 4089.319824
	Iteration 25Q: 3 clusters Score -500433.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -500437.843750 Penalty: 4089.319824
	Iteration 26Q: 3 clusters Score -500437.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -500441.562500 Penalty: 4089.319824
	Iteration 27Q: 3 clusters Score -500441.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -500444.531250 Penalty: 4089.319824
	Iteration 28Q: 3 clusters Score -500444.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -500446.718750 Penalty: 4089.319824
	Iteration 29Q: 3 clusters Score -500446.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -500447.500000 Penalty: 4089.319824
	Iteration 30Q: 3 clusters Score -500447.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -500448.750000 Penalty: 4089.319824
	Iteration 31Q: 3 clusters Score -500448.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -500449.781250 Penalty: 4089.319824
	Iteration 32Q: 3 clusters Score -500449.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -500449.562500 Penalty: 4089.319824
	Iteration 33Q: 3 clusters Score -500449.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -500449.968750 Penalty: 4089.319824
	Iteration 34Q: 3 clusters Score -500450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -500450.218750 Penalty: 4089.319824
	Iteration 35Q: 3 clusters Score -500450.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -500450.906250 Penalty: 4089.319824
	Iteration 36Q: 3 clusters Score -500450.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -500451.500000 Penalty: 4089.319824
	Iteration 37Q: 3 clusters Score -500451.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -500452.718750 Penalty: 4089.319824
	Iteration 38Q: 3 clusters Score -500452.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -500452.718750 Penalty: 4089.319824
	Iteration 39F: 3 clusters Score -500452.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (157839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157839 members 
Entering Unmasked Estep 
Score: -20958792.000000 Penalty: 2968.394043
	Iteration 0F: 2 clusters Score -2.095879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78807 members 
Mstep: Class 2 contains 79032 members 
Entering Unmasked Estep 
Score: -20855120.000000 Penalty: 5936.788086
	Iteration 0F: 3 clusters Score -2.085512e+07 nChanged 75354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77693 members 
Mstep: Class 2 contains 80146 members 
Entering Unmasked Estep 
Score: -20898722.000000 Penalty: 5936.788086
	Iteration 1F: 3 clusters Score -2.089872e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77180 members 
Mstep: Class 2 contains 80659 members 
Entering Unmasked Estep 
Score: -20899680.000000 Penalty: 5936.788086
	Iteration 2Q: 3 clusters Score -2.089968e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76339 members 
Mstep: Class 2 contains 81500 members 
Entering Unmasked Estep 
Score: -20900914.000000 Penalty: 5936.788086
	Iteration 3Q: 3 clusters Score -2.090091e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75160 members 
Mstep: Class 2 contains 82679 members 
Entering Unmasked Estep 
Score: -20902392.000000 Penalty: 5936.788086
	Iteration 4Q: 3 clusters Score -2.090239e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73373 members 
Mstep: Class 2 contains 84466 members 
Entering Unmasked Estep 
Score: -20904160.000000 Penalty: 5936.788086
	Iteration 5Q: 3 clusters Score -2.090416e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70849 members 
Mstep: Class 2 contains 86990 members 
Entering Unmasked Estep 
Score: -20906338.000000 Penalty: 5936.788086
	Iteration 6Q: 3 clusters Score -2.090634e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67359 members 
Mstep: Class 2 contains 90480 members 
Entering Unmasked Estep 
Score: -20909316.000000 Penalty: 5936.788086
	Iteration 7Q: 3 clusters Score -2.090932e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62814 members 
Mstep: Class 2 contains 95025 members 
Entering Unmasked Estep 
Score: -20913204.000000 Penalty: 5936.788086
	Iteration 8Q: 3 clusters Score -2.09132e+07 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57187 members 
Mstep: Class 2 contains 100652 members 
Entering Unmasked Estep 
Score: -20918442.000000 Penalty: 5936.788086
	Iteration 9F: 3 clusters Score -2.091844e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 106918 members 
Entering Unmasked Estep 
Score: -20924450.000000 Penalty: 5936.788086
	Iteration 10F: 3 clusters Score -2.092445e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 113184 members 
Entering Unmasked Estep 
Score: -20930440.000000 Penalty: 5936.788086
	Iteration 11F: 3 clusters Score -2.093044e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 118683 members 
Entering Unmasked Estep 
Score: -20935776.000000 Penalty: 5936.788086
	Iteration 12Q: 3 clusters Score -2.093578e+07 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 123410 members 
Entering Unmasked Estep 
Score: -20940000.000000 Penalty: 5936.788086
	Iteration 13Q: 3 clusters Score -2.094e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 127328 members 
Entering Unmasked Estep 
Score: -20942922.000000 Penalty: 5936.788086
	Iteration 14Q: 3 clusters Score -2.094292e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 130734 members 
Entering Unmasked Estep 
Score: -20945110.000000 Penalty: 5936.788086
	Iteration 15Q: 3 clusters Score -2.094511e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 133720 members 
Entering Unmasked Estep 
Score: -20946790.000000 Penalty: 5936.788086
	Iteration 16Q: 3 clusters Score -2.094679e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 136419 members 
Entering Unmasked Estep 
Score: -20948254.000000 Penalty: 5936.788086
	Iteration 17Q: 3 clusters Score -2.094825e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 138831 members 
Entering Unmasked Estep 
Score: -20949498.000000 Penalty: 5936.788086
	Iteration 18Q: 3 clusters Score -2.09495e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 140909 members 
Entering Unmasked Estep 
Score: -20950478.000000 Penalty: 5936.788086
	Iteration 19Q: 3 clusters Score -2.095048e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 142848 members 
Entering Unmasked Estep 
Score: -20951482.000000 Penalty: 5936.788086
	Iteration 20F: 3 clusters Score -2.095148e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 144574 members 
Entering Unmasked Estep 
Score: -20952388.000000 Penalty: 5936.788086
	Iteration 21Q: 3 clusters Score -2.095239e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 146149 members 
Entering Unmasked Estep 
Score: -20953134.000000 Penalty: 5936.788086
	Iteration 22Q: 3 clusters Score -2.095313e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 147547 members 
Entering Unmasked Estep 
Score: -20953826.000000 Penalty: 5936.788086
	Iteration 23Q: 3 clusters Score -2.095383e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 148806 members 
Entering Unmasked Estep 
Score: -20954354.000000 Penalty: 5936.788086
	Iteration 24Q: 3 clusters Score -2.095435e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 149882 members 
Entering Unmasked Estep 
Score: -20954690.000000 Penalty: 5936.788086
	Iteration 25Q: 3 clusters Score -2.095469e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 150768 members 
Entering Unmasked Estep 
Score: -20954962.000000 Penalty: 5936.788086
	Iteration 26Q: 3 clusters Score -2.095496e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 151591 members 
Entering Unmasked Estep 
Score: -20955210.000000 Penalty: 5936.788086
	Iteration 27Q: 3 clusters Score -2.095521e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 152271 members 
Entering Unmasked Estep 
Score: -20955412.000000 Penalty: 5936.788086
	Iteration 28Q: 3 clusters Score -2.095541e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 152857 members 
Entering Unmasked Estep 
Score: -20955626.000000 Penalty: 5936.788086
	Iteration 29Q: 3 clusters Score -2.095563e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 153374 members 
Entering Unmasked Estep 
Score: -20955740.000000 Penalty: 5936.788086
	Iteration 30Q: 3 clusters Score -2.095574e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 153830 members 
Entering Unmasked Estep 
Score: -20955892.000000 Penalty: 5936.788086
	Iteration 31Q: 3 clusters Score -2.095589e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 154197 members 
Entering Unmasked Estep 
Score: -20955980.000000 Penalty: 5936.788086
	Iteration 32Q: 3 clusters Score -2.095598e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 154516 members 
Entering Unmasked Estep 
Score: -20956040.000000 Penalty: 5936.788086
	Iteration 33Q: 3 clusters Score -2.095604e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 154785 members 
Entering Unmasked Estep 
Score: -20956108.000000 Penalty: 5936.788086
	Iteration 34Q: 3 clusters Score -2.095611e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 155003 members 
Entering Unmasked Estep 
Score: -20956152.000000 Penalty: 5936.788086
	Iteration 35Q: 3 clusters Score -2.095615e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 155189 members 
Entering Unmasked Estep 
Score: -20956192.000000 Penalty: 5936.788086
	Iteration 36Q: 3 clusters Score -2.095619e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 155360 members 
Entering Unmasked Estep 
Score: -20956236.000000 Penalty: 5936.788086
	Iteration 37Q: 3 clusters Score -2.095624e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 155504 members 
Entering Unmasked Estep 
Score: -20956288.000000 Penalty: 5936.788086
	Iteration 38Q: 3 clusters Score -2.095629e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 155625 members 
Entering Unmasked Estep 
Score: -20956340.000000 Penalty: 5936.788086
	Iteration 39Q: 3 clusters Score -2.095634e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 155707 members 
Entering Unmasked Estep 
Score: -20956322.000000 Penalty: 5936.788086
	Iteration 40F: 3 clusters Score -2.095632e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 155768 members 
Entering Unmasked Estep 
Score: -20956340.000000 Penalty: 5936.788086
	Iteration 41Q: 3 clusters Score -2.095634e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 155821 members 
Entering Unmasked Estep 
Score: -20956342.000000 Penalty: 5936.788086
	Iteration 42Q: 3 clusters Score -2.095634e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 155881 members 
Entering Unmasked Estep 
Score: -20956394.000000 Penalty: 5936.788086
	Iteration 43Q: 3 clusters Score -2.095639e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 155936 members 
Entering Unmasked Estep 
Score: -20956374.000000 Penalty: 5936.788086
	Iteration 44Q: 3 clusters Score -2.095637e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 155977 members 
Entering Unmasked Estep 
Score: -20956386.000000 Penalty: 5936.788086
	Iteration 45Q: 3 clusters Score -2.095639e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 156015 members 
Entering Unmasked Estep 
Score: -20956392.000000 Penalty: 5936.788086
	Iteration 46Q: 3 clusters Score -2.095639e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 156052 members 
Entering Unmasked Estep 
Score: -20956406.000000 Penalty: 5936.788086
	Iteration 47Q: 3 clusters Score -2.095641e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 156092 members 
Entering Unmasked Estep 
Score: -20956420.000000 Penalty: 5936.788086
	Iteration 48Q: 3 clusters Score -2.095642e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 156117 members 
Entering Unmasked Estep 
Score: -20956448.000000 Penalty: 5936.788086
	Iteration 49Q: 3 clusters Score -2.095645e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 156140 members 
Entering Unmasked Estep 
Score: -20956450.000000 Penalty: 5936.788086
	Iteration 50Q: 3 clusters Score -2.095645e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 156156 members 
Entering Unmasked Estep 
Score: -20956446.000000 Penalty: 5936.788086
	Iteration 51Q: 3 clusters Score -2.095645e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 156178 members 
Entering Unmasked Estep 
Score: -20956456.000000 Penalty: 5936.788086
	Iteration 52Q: 3 clusters Score -2.095646e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 156193 members 
Entering Unmasked Estep 
Score: -20956444.000000 Penalty: 5936.788086
	Iteration 53Q: 3 clusters Score -2.095644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 156205 members 
Entering Unmasked Estep 
Score: -20956444.000000 Penalty: 5936.788086
	Iteration 54Q: 3 clusters Score -2.095644e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 156222 members 
Entering Unmasked Estep 
Score: -20956470.000000 Penalty: 5936.788086
	Iteration 55Q: 3 clusters Score -2.095647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 156233 members 
Entering Unmasked Estep 
Score: -20956472.000000 Penalty: 5936.788086
	Iteration 56Q: 3 clusters Score -2.095647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 156245 members 
Entering Unmasked Estep 
Score: -20956454.000000 Penalty: 5936.788086
	Iteration 57Q: 3 clusters Score -2.095645e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 156259 members 
Entering Unmasked Estep 
Score: -20956456.000000 Penalty: 5936.788086
	Iteration 58Q: 3 clusters Score -2.095646e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 156271 members 
Entering Unmasked Estep 
Score: -20956460.000000 Penalty: 5936.788086
	Iteration 59Q: 3 clusters Score -2.095646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 156281 members 
Entering Unmasked Estep 
Score: -20956462.000000 Penalty: 5936.788086
	Iteration 60F: 3 clusters Score -2.095646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 156289 members 
Entering Unmasked Estep 
Score: -20956460.000000 Penalty: 5936.788086
	Iteration 61Q: 3 clusters Score -2.095646e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 156301 members 
Entering Unmasked Estep 
Score: -20956468.000000 Penalty: 5936.788086
	Iteration 62Q: 3 clusters Score -2.095647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 156311 members 
Entering Unmasked Estep 
Score: -20956454.000000 Penalty: 5936.788086
	Iteration 63Q: 3 clusters Score -2.095645e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 156326 members 
Entering Unmasked Estep 
Score: -20956484.000000 Penalty: 5936.788086
	Iteration 64Q: 3 clusters Score -2.095648e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 156344 members 
Entering Unmasked Estep 
Score: -20956454.000000 Penalty: 5936.788086
	Iteration 65Q: 3 clusters Score -2.095645e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 156364 members 
Entering Unmasked Estep 
Score: -20956448.000000 Penalty: 5936.788086
	Iteration 66Q: 3 clusters Score -2.095645e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 156380 members 
Entering Unmasked Estep 
Score: -20956466.000000 Penalty: 5936.788086
	Iteration 67Q: 3 clusters Score -2.095647e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 156392 members 
Entering Unmasked Estep 
Score: -20956448.000000 Penalty: 5936.788086
	Iteration 68Q: 3 clusters Score -2.095645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 156407 members 
Entering Unmasked Estep 
Score: -20956450.000000 Penalty: 5936.788086
	Iteration 69Q: 3 clusters Score -2.095645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 156419 members 
Entering Unmasked Estep 
Score: -20956448.000000 Penalty: 5936.788086
	Iteration 70Q: 3 clusters Score -2.095645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 156432 members 
Entering Unmasked Estep 
Score: -20956454.000000 Penalty: 5936.788086
	Iteration 71Q: 3 clusters Score -2.095645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 156443 members 
Entering Unmasked Estep 
Score: -20956462.000000 Penalty: 5936.788086
	Iteration 72Q: 3 clusters Score -2.095646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 156452 members 
Entering Unmasked Estep 
Score: -20956454.000000 Penalty: 5936.788086
	Iteration 73Q: 3 clusters Score -2.095645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 156463 members 
Entering Unmasked Estep 
Score: -20956456.000000 Penalty: 5936.788086
	Iteration 74Q: 3 clusters Score -2.095646e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 156471 members 
Entering Unmasked Estep 
Score: -20956462.000000 Penalty: 5936.788086
	Iteration 75Q: 3 clusters Score -2.095646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 156474 members 
Entering Unmasked Estep 
Score: -20956456.000000 Penalty: 5936.788086
	Iteration 76Q: 3 clusters Score -2.095646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 156475 members 
Entering Unmasked Estep 
Score: -20956468.000000 Penalty: 5936.788086
	Iteration 77Q: 3 clusters Score -2.095647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 156481 members 
Entering Unmasked Estep 
Score: -20956466.000000 Penalty: 5936.788086
	Iteration 78Q: 3 clusters Score -2.095647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 156487 members 
Entering Unmasked Estep 
Score: -20956474.000000 Penalty: 5936.788086
	Iteration 79Q: 3 clusters Score -2.095647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 156491 members 
Entering Unmasked Estep 
Score: -20956464.000000 Penalty: 5936.788086
	Iteration 80F: 3 clusters Score -2.095646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 156493 members 
Entering Unmasked Estep 
Score: -20956474.000000 Penalty: 5936.788086
	Iteration 81Q: 3 clusters Score -2.095647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 156495 members 
Entering Unmasked Estep 
Score: -20956474.000000 Penalty: 5936.788086
	Iteration 82Q: 3 clusters Score -2.095647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 156497 members 
Entering Unmasked Estep 
Score: -20956478.000000 Penalty: 5936.788086
	Iteration 83Q: 3 clusters Score -2.095648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 156499 members 
Entering Unmasked Estep 
Score: -20956486.000000 Penalty: 5936.788086
	Iteration 84Q: 3 clusters Score -2.095649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 156500 members 
Entering Unmasked Estep 
Score: -20956494.000000 Penalty: 5936.788086
	Iteration 85Q: 3 clusters Score -2.095649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 156500 members 
Entering Unmasked Estep 
Score: -20956494.000000 Penalty: 5936.788086
	Iteration 86F: 3 clusters Score -2.095649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -46941.703125 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -46941.7 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 196 members 
Entering Unmasked Estep 
Score: -45530.304688 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -45530.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45678.226562 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -45678.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45712.726562 Penalty: 2947.628662
	Iteration 2Q: 3 clusters Score -45712.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -45730.746094 Penalty: 2947.628662
	Iteration 3Q: 3 clusters Score -45730.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45738.703125 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -45738.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45740.371094 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -45740.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45745.214844 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -45745.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45748.878906 Penalty: 2947.628662
	Iteration 7Q: 3 clusters Score -45748.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45748.878906 Penalty: 2947.628662
	Iteration 8F: 3 clusters Score -45748.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89139 members 
Mstep: Class 2 contains 7223 members 
Mstep: Class 3 contains 27267 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91383 members 
Mstep: Class 6 contains 71154 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164065 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160186 members 
Mstep: Class 12 contains 95568 members 
Mstep: Class 13 contains 157319 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2920 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174317 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161700 members 
Mstep: Class 22 contains 3807 members 
Mstep: Class 23 contains 157839 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439792.000000 Penalty: 84149.148438
Iteration 319Q: 25 clusters Score -1.804398e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89137 members 
Mstep: Class 2 contains 7223 members 
Mstep: Class 3 contains 27286 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91366 members 
Mstep: Class 6 contains 71147 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164054 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160183 members 
Mstep: Class 12 contains 95553 members 
Mstep: Class 13 contains 157340 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2922 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174322 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161704 members 
Mstep: Class 22 contains 3807 members 
Mstep: Class 23 contains 157843 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439824.000000 Penalty: 84149.148438
Iteration 320F: 25 clusters Score -1.804398e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89129 members 
Mstep: Class 2 contains 7222 members 
Mstep: Class 3 contains 27320 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91341 members 
Mstep: Class 6 contains 71144 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164049 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160168 members 
Mstep: Class 12 contains 95545 members 
Mstep: Class 13 contains 157349 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2922 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174341 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161702 members 
Mstep: Class 22 contains 3806 members 
Mstep: Class 23 contains 157849 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439616.000000 Penalty: 84149.148438
Iteration 321Q: 25 clusters Score -1.804396e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89127 members 
Mstep: Class 2 contains 7223 members 
Mstep: Class 3 contains 27359 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91321 members 
Mstep: Class 6 contains 71145 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164030 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160177 members 
Mstep: Class 12 contains 95529 members 
Mstep: Class 13 contains 157343 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2922 members 
Mstep: Class 17 contains 631 members 
Mstep: Class 18 contains 174362 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161697 members 
Mstep: Class 22 contains 3806 members 
Mstep: Class 23 contains 157845 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439632.000000 Penalty: 84149.148438
Iteration 322Q: 25 clusters Score -1.804396e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89117 members 
Mstep: Class 2 contains 7222 members 
Mstep: Class 3 contains 27386 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91302 members 
Mstep: Class 6 contains 71149 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 164010 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160180 members 
Mstep: Class 12 contains 95512 members 
Mstep: Class 13 contains 157344 members 
Mstep: Class 14 contains 4784 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2921 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174386 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161698 members 
Mstep: Class 22 contains 3806 members 
Mstep: Class 23 contains 157851 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439776.000000 Penalty: 84149.148438
Iteration 323Q: 25 clusters Score -1.804398e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89108 members 
Mstep: Class 2 contains 7222 members 
Mstep: Class 3 contains 27411 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91287 members 
Mstep: Class 6 contains 71147 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163989 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160179 members 
Mstep: Class 12 contains 95500 members 
Mstep: Class 13 contains 157357 members 
Mstep: Class 14 contains 4784 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2921 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174389 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161702 members 
Mstep: Class 22 contains 3806 members 
Mstep: Class 23 contains 157866 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439440.000000 Penalty: 84149.148438
Iteration 324Q: 25 clusters Score -1.804394e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89092 members 
Mstep: Class 2 contains 7222 members 
Mstep: Class 3 contains 27431 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91282 members 
Mstep: Class 6 contains 71140 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163961 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160187 members 
Mstep: Class 12 contains 95496 members 
Mstep: Class 13 contains 157383 members 
Mstep: Class 14 contains 4784 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2921 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174385 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161705 members 
Mstep: Class 22 contains 3806 members 
Mstep: Class 23 contains 157873 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439568.000000 Penalty: 84149.148438
Iteration 325Q: 25 clusters Score -1.804396e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89078 members 
Mstep: Class 2 contains 7221 members 
Mstep: Class 3 contains 27460 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91275 members 
Mstep: Class 6 contains 71136 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163942 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160186 members 
Mstep: Class 12 contains 95493 members 
Mstep: Class 13 contains 157404 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2921 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174389 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161704 members 
Mstep: Class 22 contains 3806 members 
Mstep: Class 23 contains 157868 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439376.000000 Penalty: 84149.148438
Iteration 326Q: 25 clusters Score -1.804394e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89063 members 
Mstep: Class 2 contains 7220 members 
Mstep: Class 3 contains 27503 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91281 members 
Mstep: Class 6 contains 71125 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163922 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160188 members 
Mstep: Class 12 contains 95479 members 
Mstep: Class 13 contains 157424 members 
Mstep: Class 14 contains 4786 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2921 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174401 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161692 members 
Mstep: Class 22 contains 3806 members 
Mstep: Class 23 contains 157857 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439744.000000 Penalty: 84149.148438
Iteration 327Q: 25 clusters Score -1.804397e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89054 members 
Mstep: Class 2 contains 7219 members 
Mstep: Class 3 contains 27545 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91273 members 
Mstep: Class 6 contains 71119 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163914 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160188 members 
Mstep: Class 12 contains 95470 members 
Mstep: Class 13 contains 157435 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2921 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174406 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161682 members 
Mstep: Class 22 contains 3806 members 
Mstep: Class 23 contains 157847 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439920.000000 Penalty: 84149.148438
Iteration 328Q: 25 clusters Score -1.804399e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89050 members 
Mstep: Class 2 contains 7216 members 
Mstep: Class 3 contains 27570 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91266 members 
Mstep: Class 6 contains 71114 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163903 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160186 members 
Mstep: Class 12 contains 95457 members 
Mstep: Class 13 contains 157447 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 2921 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174416 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161686 members 
Mstep: Class 22 contains 3806 members 
Mstep: Class 23 contains 157838 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439984.000000 Penalty: 84149.148438
Iteration 329Q: 25 clusters Score -1.8044e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89038 members 
Mstep: Class 2 contains 7214 members 
Mstep: Class 3 contains 27594 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91266 members 
Mstep: Class 6 contains 71111 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163904 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160165 members 
Mstep: Class 12 contains 95444 members 
Mstep: Class 13 contains 157471 members 
Mstep: Class 14 contains 4794 members 
Mstep: Class 15 contains 5453 members 
Mstep: Class 16 contains 2921 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174439 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161675 members 
Mstep: Class 22 contains 3806 members 
Mstep: Class 23 contains 157825 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439872.000000 Penalty: 84149.148438
Iteration 330Q: 25 clusters Score -1.804399e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89037 members 
Mstep: Class 2 contains 7209 members 
Mstep: Class 3 contains 27619 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91259 members 
Mstep: Class 6 contains 71102 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163885 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160165 members 
Mstep: Class 12 contains 95437 members 
Mstep: Class 13 contains 157501 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5453 members 
Mstep: Class 16 contains 2921 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174444 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161665 members 
Mstep: Class 22 contains 3806 members 
Mstep: Class 23 contains 157822 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440080.000000 Penalty: 84149.148438
Iteration 331Q: 25 clusters Score -1.804401e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89044 members 
Mstep: Class 2 contains 7206 members 
Mstep: Class 3 contains 27646 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91250 members 
Mstep: Class 6 contains 71090 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163875 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160170 members 
Mstep: Class 12 contains 95430 members 
Mstep: Class 13 contains 157514 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5453 members 
Mstep: Class 16 contains 2921 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174449 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161655 members 
Mstep: Class 22 contains 3806 members 
Mstep: Class 23 contains 157816 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440064.000000 Penalty: 84149.148438
Iteration 332Q: 25 clusters Score -1.804401e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89047 members 
Mstep: Class 2 contains 7203 members 
Mstep: Class 3 contains 27666 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91235 members 
Mstep: Class 6 contains 71082 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163864 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160159 members 
Mstep: Class 12 contains 95420 members 
Mstep: Class 13 contains 157531 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5453 members 
Mstep: Class 16 contains 2922 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174461 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161650 members 
Mstep: Class 22 contains 3806 members 
Mstep: Class 23 contains 157826 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440016.000000 Penalty: 84149.148438
Iteration 333Q: 25 clusters Score -1.8044e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89056 members 
Mstep: Class 2 contains 7200 members 
Mstep: Class 3 contains 27678 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91215 members 
Mstep: Class 6 contains 71081 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163850 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160172 members 
Mstep: Class 12 contains 95413 members 
Mstep: Class 13 contains 157551 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5453 members 
Mstep: Class 16 contains 2921 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174457 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161649 members 
Mstep: Class 22 contains 3806 members 
Mstep: Class 23 contains 157823 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440112.000000 Penalty: 84149.148438
Iteration 334Q: 25 clusters Score -1.804401e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89062 members 
Mstep: Class 2 contains 7196 members 
Mstep: Class 3 contains 27687 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91200 members 
Mstep: Class 6 contains 71076 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163845 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160178 members 
Mstep: Class 12 contains 95409 members 
Mstep: Class 13 contains 157560 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5453 members 
Mstep: Class 16 contains 2921 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174450 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161654 members 
Mstep: Class 22 contains 3806 members 
Mstep: Class 23 contains 157828 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440176.000000 Penalty: 84149.148438
Iteration 335Q: 25 clusters Score -1.804402e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89069 members 
Mstep: Class 2 contains 7194 members 
Mstep: Class 3 contains 27705 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91175 members 
Mstep: Class 6 contains 71074 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163849 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160180 members 
Mstep: Class 12 contains 95407 members 
Mstep: Class 13 contains 157571 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 2922 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174437 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161653 members 
Mstep: Class 22 contains 3806 members 
Mstep: Class 23 contains 157829 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440160.000000 Penalty: 84149.148438
Iteration 336Q: 25 clusters Score -1.804402e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89076 members 
Mstep: Class 2 contains 7191 members 
Mstep: Class 3 contains 27724 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91156 members 
Mstep: Class 6 contains 71071 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163844 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160181 members 
Mstep: Class 12 contains 95400 members 
Mstep: Class 13 contains 157583 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 2925 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174436 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161641 members 
Mstep: Class 22 contains 3806 members 
Mstep: Class 23 contains 157837 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440208.000000 Penalty: 84149.148438
Iteration 337Q: 25 clusters Score -1.804402e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89074 members 
Mstep: Class 2 contains 7189 members 
Mstep: Class 3 contains 27753 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91155 members 
Mstep: Class 6 contains 71071 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163827 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160172 members 
Mstep: Class 12 contains 95394 members 
Mstep: Class 13 contains 157601 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5455 members 
Mstep: Class 16 contains 2929 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174435 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161630 members 
Mstep: Class 22 contains 3806 members 
Mstep: Class 23 contains 157834 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440560.000000 Penalty: 84149.148438
Iteration 338Q: 25 clusters Score -1.804406e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89072 members 
Mstep: Class 2 contains 7188 members 
Mstep: Class 3 contains 27792 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91123 members 
Mstep: Class 6 contains 71075 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163821 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160160 members 
Mstep: Class 12 contains 95385 members 
Mstep: Class 13 contains 157620 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5458 members 
Mstep: Class 16 contains 2927 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174447 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161616 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157836 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440224.000000 Penalty: 84149.148438
Iteration 339Q: 25 clusters Score -1.804402e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89063 members 
Mstep: Class 2 contains 7186 members 
Mstep: Class 3 contains 27815 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91114 members 
Mstep: Class 6 contains 71068 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163826 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160142 members 
Mstep: Class 12 contains 95385 members 
Mstep: Class 13 contains 157628 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 2927 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174462 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161614 members 
Mstep: Class 22 contains 3802 members 
Mstep: Class 23 contains 157834 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440496.000000 Penalty: 84149.148438
Iteration 340F: 25 clusters Score -1.804405e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89054 members 
Mstep: Class 2 contains 7185 members 
Mstep: Class 3 contains 27838 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91122 members 
Mstep: Class 6 contains 71057 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163832 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160120 members 
Mstep: Class 12 contains 95381 members 
Mstep: Class 13 contains 157643 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 2928 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174462 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161606 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 157837 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440464.000000 Penalty: 84149.148438
Iteration 341Q: 25 clusters Score -1.804405e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89046 members 
Mstep: Class 2 contains 7183 members 
Mstep: Class 3 contains 27855 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91115 members 
Mstep: Class 6 contains 71057 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163844 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160098 members 
Mstep: Class 12 contains 95374 members 
Mstep: Class 13 contains 157653 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 2928 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174480 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161596 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157837 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440320.000000 Penalty: 84149.148438
Iteration 342Q: 25 clusters Score -1.804403e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89039 members 
Mstep: Class 2 contains 7181 members 
Mstep: Class 3 contains 27880 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91115 members 
Mstep: Class 6 contains 71052 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163845 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160095 members 
Mstep: Class 12 contains 95368 members 
Mstep: Class 13 contains 157670 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 2928 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174489 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161575 members 
Mstep: Class 22 contains 3798 members 
Mstep: Class 23 contains 157831 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440320.000000 Penalty: 84149.148438
Iteration 343Q: 25 clusters Score -1.804403e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89030 members 
Mstep: Class 2 contains 7181 members 
Mstep: Class 3 contains 27912 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91106 members 
Mstep: Class 6 contains 71043 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163837 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160089 members 
Mstep: Class 12 contains 95355 members 
Mstep: Class 13 contains 157688 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 2928 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174494 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161566 members 
Mstep: Class 22 contains 3797 members 
Mstep: Class 23 contains 157840 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440320.000000 Penalty: 84149.148438
Iteration 344Q: 25 clusters Score -1.804403e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89023 members 
Mstep: Class 2 contains 7181 members 
Mstep: Class 3 contains 27937 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91089 members 
Mstep: Class 6 contains 71037 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163842 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160076 members 
Mstep: Class 12 contains 95347 members 
Mstep: Class 13 contains 157707 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 2928 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174496 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161568 members 
Mstep: Class 22 contains 3797 members 
Mstep: Class 23 contains 157838 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440224.000000 Penalty: 84149.148438
Iteration 345Q: 25 clusters Score -1.804402e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89019 members 
Mstep: Class 2 contains 7180 members 
Mstep: Class 3 contains 27952 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91069 members 
Mstep: Class 6 contains 71029 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163845 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160076 members 
Mstep: Class 12 contains 95341 members 
Mstep: Class 13 contains 157732 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 2928 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174491 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161558 members 
Mstep: Class 22 contains 3797 members 
Mstep: Class 23 contains 157849 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440176.000000 Penalty: 84149.148438
Iteration 346Q: 25 clusters Score -1.804402e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89021 members 
Mstep: Class 2 contains 7179 members 
Mstep: Class 3 contains 27963 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91054 members 
Mstep: Class 6 contains 71020 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163837 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160079 members 
Mstep: Class 12 contains 95342 members 
Mstep: Class 13 contains 157761 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 2928 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174481 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161545 members 
Mstep: Class 22 contains 3797 members 
Mstep: Class 23 contains 157859 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440320.000000 Penalty: 84149.148438
Iteration 347Q: 25 clusters Score -1.804403e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89021 members 
Mstep: Class 2 contains 7179 members 
Mstep: Class 3 contains 27970 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91037 members 
Mstep: Class 6 contains 71018 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163842 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160062 members 
Mstep: Class 12 contains 95339 members 
Mstep: Class 13 contains 157782 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 2928 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174487 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161535 members 
Mstep: Class 22 contains 3797 members 
Mstep: Class 23 contains 157869 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440208.000000 Penalty: 84149.148438
Iteration 348Q: 25 clusters Score -1.804402e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89024 members 
Mstep: Class 2 contains 7179 members 
Mstep: Class 3 contains 27978 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91026 members 
Mstep: Class 6 contains 71011 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163853 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160047 members 
Mstep: Class 12 contains 95335 members 
Mstep: Class 13 contains 157799 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 2928 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174492 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161521 members 
Mstep: Class 22 contains 3797 members 
Mstep: Class 23 contains 157876 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440336.000000 Penalty: 84149.148438
Iteration 349Q: 25 clusters Score -1.804403e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89021 members 
Mstep: Class 2 contains 7178 members 
Mstep: Class 3 contains 27984 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91021 members 
Mstep: Class 6 contains 71002 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163856 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160033 members 
Mstep: Class 12 contains 95335 members 
Mstep: Class 13 contains 157810 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 2928 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174510 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161510 members 
Mstep: Class 22 contains 3797 members 
Mstep: Class 23 contains 157881 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440288.000000 Penalty: 84149.148438
Iteration 350Q: 25 clusters Score -1.804403e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89019 members 
Mstep: Class 2 contains 7177 members 
Mstep: Class 3 contains 28004 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 91017 members 
Mstep: Class 6 contains 70995 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163858 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160028 members 
Mstep: Class 12 contains 95332 members 
Mstep: Class 13 contains 157814 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 2929 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174519 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161495 members 
Mstep: Class 22 contains 3797 members 
Mstep: Class 23 contains 157881 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440304.000000 Penalty: 84149.148438
Iteration 351Q: 25 clusters Score -1.804403e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89020 members 
Mstep: Class 2 contains 7175 members 
Mstep: Class 3 contains 28016 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90998 members 
Mstep: Class 6 contains 70991 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163851 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160013 members 
Mstep: Class 12 contains 95330 members 
Mstep: Class 13 contains 157819 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 2928 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174542 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161497 members 
Mstep: Class 22 contains 3797 members 
Mstep: Class 23 contains 157887 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440112.000000 Penalty: 84149.148438
Iteration 352Q: 25 clusters Score -1.804401e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89024 members 
Mstep: Class 2 contains 7173 members 
Mstep: Class 3 contains 28039 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90981 members 
Mstep: Class 6 contains 70982 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163852 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 160002 members 
Mstep: Class 12 contains 95329 members 
Mstep: Class 13 contains 157803 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5462 members 
Mstep: Class 16 contains 2929 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174560 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161497 members 
Mstep: Class 22 contains 3797 members 
Mstep: Class 23 contains 157895 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439904.000000 Penalty: 84149.148438
Iteration 353Q: 25 clusters Score -1.804399e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89021 members 
Mstep: Class 2 contains 7172 members 
Mstep: Class 3 contains 28069 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90964 members 
Mstep: Class 6 contains 70976 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163859 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159978 members 
Mstep: Class 12 contains 95323 members 
Mstep: Class 13 contains 157802 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 2928 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174584 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161496 members 
Mstep: Class 22 contains 3798 members 
Mstep: Class 23 contains 157892 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440064.000000 Penalty: 84149.148438
Iteration 354Q: 25 clusters Score -1.804401e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89020 members 
Mstep: Class 2 contains 7171 members 
Mstep: Class 3 contains 28093 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90941 members 
Mstep: Class 6 contains 70977 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163856 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159960 members 
Mstep: Class 12 contains 95316 members 
Mstep: Class 13 contains 157808 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5464 members 
Mstep: Class 16 contains 2928 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174603 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161489 members 
Mstep: Class 22 contains 3799 members 
Mstep: Class 23 contains 157900 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440112.000000 Penalty: 84149.148438
Iteration 355Q: 25 clusters Score -1.804401e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89018 members 
Mstep: Class 2 contains 7171 members 
Mstep: Class 3 contains 28119 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90925 members 
Mstep: Class 6 contains 70976 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163861 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159926 members 
Mstep: Class 12 contains 95314 members 
Mstep: Class 13 contains 157806 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 5464 members 
Mstep: Class 16 contains 2928 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174623 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161486 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157908 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440032.000000 Penalty: 84149.148438
Iteration 356Q: 25 clusters Score -1.8044e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89008 members 
Mstep: Class 2 contains 7171 members 
Mstep: Class 3 contains 28129 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90915 members 
Mstep: Class 6 contains 70968 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163869 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159909 members 
Mstep: Class 12 contains 95313 members 
Mstep: Class 13 contains 157813 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 5464 members 
Mstep: Class 16 contains 2928 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174645 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161483 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157908 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439968.000000 Penalty: 84149.148438
Iteration 357Q: 25 clusters Score -1.8044e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89006 members 
Mstep: Class 2 contains 7171 members 
Mstep: Class 3 contains 28160 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90899 members 
Mstep: Class 6 contains 70963 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163867 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159889 members 
Mstep: Class 12 contains 95310 members 
Mstep: Class 13 contains 157821 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 5464 members 
Mstep: Class 16 contains 2928 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174660 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161478 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 157907 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439808.000000 Penalty: 84149.148438
Iteration 358Q: 25 clusters Score -1.804398e+08 nChanged 222
Entering ConstructFrom: 
Score: -180439808.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (89006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89006 members 
Entering Unmasked Estep 
Score: -11797635.000000 Penalty: 2826.321777
	Iteration 0F: 2 clusters Score -1.179764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -11738298.000000 Penalty: 5652.643555
	Iteration 0F: 3 clusters Score -1.17383e+07 nChanged 41714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -11761773.000000 Penalty: 5652.643555
	Iteration 1F: 3 clusters Score -1.176177e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -11762662.000000 Penalty: 5652.643555
	Iteration 2Q: 3 clusters Score -1.176266e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -11763891.000000 Penalty: 5652.643555
	Iteration 3Q: 3 clusters Score -1.176389e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -11765773.000000 Penalty: 5652.643555
	Iteration 4Q: 3 clusters Score -1.176577e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53635 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -11768730.000000 Penalty: 5652.643555
	Iteration 5F: 3 clusters Score -1.176873e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57796 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -11773400.000000 Penalty: 5652.643555
	Iteration 6F: 3 clusters Score -1.17734e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62514 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -11779769.000000 Penalty: 5652.643555
	Iteration 7F: 3 clusters Score -1.177977e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66480 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -11787004.000000 Penalty: 5652.643555
	Iteration 8F: 3 clusters Score -1.1787e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68542 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -11791746.000000 Penalty: 5652.643555
	Iteration 9F: 3 clusters Score -1.179175e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69583 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -11793156.000000 Penalty: 5652.643555
	Iteration 10Q: 3 clusters Score -1.179316e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70390 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -11793673.000000 Penalty: 5652.643555
	Iteration 11Q: 3 clusters Score -1.179367e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71084 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -11793957.000000 Penalty: 5652.643555
	Iteration 12Q: 3 clusters Score -1.179396e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -11794121.000000 Penalty: 5652.643555
	Iteration 13Q: 3 clusters Score -1.179412e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72213 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -11794279.000000 Penalty: 5652.643555
	Iteration 14Q: 3 clusters Score -1.179428e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72698 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -11794420.000000 Penalty: 5652.643555
	Iteration 15Q: 3 clusters Score -1.179442e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73184 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -11794495.000000 Penalty: 5652.643555
	Iteration 16Q: 3 clusters Score -1.17945e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73629 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -11794580.000000 Penalty: 5652.643555
	Iteration 17Q: 3 clusters Score -1.179458e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74049 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -11794627.000000 Penalty: 5652.643555
	Iteration 18Q: 3 clusters Score -1.179463e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74437 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -11794685.000000 Penalty: 5652.643555
	Iteration 19Q: 3 clusters Score -1.179468e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74833 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -11794719.000000 Penalty: 5652.643555
	Iteration 20F: 3 clusters Score -1.179472e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75231 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -11794796.000000 Penalty: 5652.643555
	Iteration 21Q: 3 clusters Score -1.17948e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75652 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -11794864.000000 Penalty: 5652.643555
	Iteration 22Q: 3 clusters Score -1.179486e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76065 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -11794937.000000 Penalty: 5652.643555
	Iteration 23Q: 3 clusters Score -1.179494e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76483 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -11795010.000000 Penalty: 5652.643555
	Iteration 24Q: 3 clusters Score -1.179501e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76890 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -11795017.000000 Penalty: 5652.643555
	Iteration 25Q: 3 clusters Score -1.179502e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77268 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -11795047.000000 Penalty: 5652.643555
	Iteration 26Q: 3 clusters Score -1.179505e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77627 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -11795128.000000 Penalty: 5652.643555
	Iteration 27Q: 3 clusters Score -1.179513e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77992 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -11795176.000000 Penalty: 5652.643555
	Iteration 28Q: 3 clusters Score -1.179518e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78347 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -11795249.000000 Penalty: 5652.643555
	Iteration 29Q: 3 clusters Score -1.179525e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78681 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -11795304.000000 Penalty: 5652.643555
	Iteration 30Q: 3 clusters Score -1.17953e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78995 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -11795331.000000 Penalty: 5652.643555
	Iteration 31Q: 3 clusters Score -1.179533e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79297 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -11795343.000000 Penalty: 5652.643555
	Iteration 32Q: 3 clusters Score -1.179534e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79580 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -11795388.000000 Penalty: 5652.643555
	Iteration 33Q: 3 clusters Score -1.179539e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79846 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -11795430.000000 Penalty: 5652.643555
	Iteration 34Q: 3 clusters Score -1.179543e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80101 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -11795493.000000 Penalty: 5652.643555
	Iteration 35Q: 3 clusters Score -1.179549e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80331 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -11795517.000000 Penalty: 5652.643555
	Iteration 36Q: 3 clusters Score -1.179552e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80565 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -11795564.000000 Penalty: 5652.643555
	Iteration 37Q: 3 clusters Score -1.179556e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80793 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -11795565.000000 Penalty: 5652.643555
	Iteration 38Q: 3 clusters Score -1.179556e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81023 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -11795595.000000 Penalty: 5652.643555
	Iteration 39Q: 3 clusters Score -1.17956e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81262 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -11795628.000000 Penalty: 5652.643555
	Iteration 40F: 3 clusters Score -1.179563e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81468 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -11795632.000000 Penalty: 5652.643555
	Iteration 41Q: 3 clusters Score -1.179563e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81663 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -11795653.000000 Penalty: 5652.643555
	Iteration 42Q: 3 clusters Score -1.179565e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81818 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -11795653.000000 Penalty: 5652.643555
	Iteration 43Q: 3 clusters Score -1.179565e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81956 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -11795645.000000 Penalty: 5652.643555
	Iteration 44Q: 3 clusters Score -1.179564e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82072 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -11795663.000000 Penalty: 5652.643555
	Iteration 45Q: 3 clusters Score -1.179566e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82191 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -11795662.000000 Penalty: 5652.643555
	Iteration 46Q: 3 clusters Score -1.179566e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82301 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -11795676.000000 Penalty: 5652.643555
	Iteration 47Q: 3 clusters Score -1.179568e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82397 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -11795679.000000 Penalty: 5652.643555
	Iteration 48Q: 3 clusters Score -1.179568e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82478 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -11795685.000000 Penalty: 5652.643555
	Iteration 49Q: 3 clusters Score -1.179568e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82554 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -11795699.000000 Penalty: 5652.643555
	Iteration 50Q: 3 clusters Score -1.17957e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82626 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -11795682.000000 Penalty: 5652.643555
	Iteration 51Q: 3 clusters Score -1.179568e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82688 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -11795688.000000 Penalty: 5652.643555
	Iteration 52Q: 3 clusters Score -1.179569e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82735 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -11795666.000000 Penalty: 5652.643555
	Iteration 53Q: 3 clusters Score -1.179567e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82772 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -11795688.000000 Penalty: 5652.643555
	Iteration 54Q: 3 clusters Score -1.179569e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82803 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -11795693.000000 Penalty: 5652.643555
	Iteration 55Q: 3 clusters Score -1.179569e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82833 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -11795698.000000 Penalty: 5652.643555
	Iteration 56Q: 3 clusters Score -1.17957e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82873 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -11795679.000000 Penalty: 5652.643555
	Iteration 57Q: 3 clusters Score -1.179568e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82919 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -11795697.000000 Penalty: 5652.643555
	Iteration 58Q: 3 clusters Score -1.17957e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82956 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -11795700.000000 Penalty: 5652.643555
	Iteration 59Q: 3 clusters Score -1.17957e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82987 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -11795703.000000 Penalty: 5652.643555
	Iteration 60F: 3 clusters Score -1.17957e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83019 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -11795663.000000 Penalty: 5652.643555
	Iteration 61Q: 3 clusters Score -1.179566e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83042 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -11795675.000000 Penalty: 5652.643555
	Iteration 62Q: 3 clusters Score -1.179568e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83072 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -11795655.000000 Penalty: 5652.643555
	Iteration 63Q: 3 clusters Score -1.179566e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83103 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -11795676.000000 Penalty: 5652.643555
	Iteration 64Q: 3 clusters Score -1.179568e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83141 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -11795656.000000 Penalty: 5652.643555
	Iteration 65Q: 3 clusters Score -1.179566e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83179 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -11795663.000000 Penalty: 5652.643555
	Iteration 66Q: 3 clusters Score -1.179566e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83218 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -11795682.000000 Penalty: 5652.643555
	Iteration 67Q: 3 clusters Score -1.179568e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83264 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -11795663.000000 Penalty: 5652.643555
	Iteration 68Q: 3 clusters Score -1.179566e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83293 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -11795646.000000 Penalty: 5652.643555
	Iteration 69Q: 3 clusters Score -1.179565e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83325 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -11795646.000000 Penalty: 5652.643555
	Iteration 70Q: 3 clusters Score -1.179565e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83357 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -11795655.000000 Penalty: 5652.643555
	Iteration 71Q: 3 clusters Score -1.179566e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83379 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -11795653.000000 Penalty: 5652.643555
	Iteration 72Q: 3 clusters Score -1.179565e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83403 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -11795674.000000 Penalty: 5652.643555
	Iteration 73Q: 3 clusters Score -1.179567e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83424 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -11795678.000000 Penalty: 5652.643555
	Iteration 74Q: 3 clusters Score -1.179568e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83445 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -11795687.000000 Penalty: 5652.643555
	Iteration 75Q: 3 clusters Score -1.179569e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83458 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -11795686.000000 Penalty: 5652.643555
	Iteration 76Q: 3 clusters Score -1.179569e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83466 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -11795678.000000 Penalty: 5652.643555
	Iteration 77Q: 3 clusters Score -1.179568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83471 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -11795671.000000 Penalty: 5652.643555
	Iteration 78Q: 3 clusters Score -1.179567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83476 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -11795682.000000 Penalty: 5652.643555
	Iteration 79Q: 3 clusters Score -1.179568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83482 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -11795680.000000 Penalty: 5652.643555
	Iteration 80F: 3 clusters Score -1.179568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83488 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -11795676.000000 Penalty: 5652.643555
	Iteration 81Q: 3 clusters Score -1.179568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83493 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -11795674.000000 Penalty: 5652.643555
	Iteration 82Q: 3 clusters Score -1.179567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83497 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -11795689.000000 Penalty: 5652.643555
	Iteration 83Q: 3 clusters Score -1.179569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83503 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -11795678.000000 Penalty: 5652.643555
	Iteration 84Q: 3 clusters Score -1.179568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83509 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -11795686.000000 Penalty: 5652.643555
	Iteration 85Q: 3 clusters Score -1.179569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83513 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -11795681.000000 Penalty: 5652.643555
	Iteration 86Q: 3 clusters Score -1.179568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83517 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -11795675.000000 Penalty: 5652.643555
	Iteration 87Q: 3 clusters Score -1.179568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83521 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -11795670.000000 Penalty: 5652.643555
	Iteration 88Q: 3 clusters Score -1.179567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83525 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -11795678.000000 Penalty: 5652.643555
	Iteration 89Q: 3 clusters Score -1.179568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83530 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -11795676.000000 Penalty: 5652.643555
	Iteration 90Q: 3 clusters Score -1.179568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83533 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -11795663.000000 Penalty: 5652.643555
	Iteration 91Q: 3 clusters Score -1.179566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83534 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -11795664.000000 Penalty: 5652.643555
	Iteration 92Q: 3 clusters Score -1.179566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83534 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -11795664.000000 Penalty: 5652.643555
	Iteration 93F: 3 clusters Score -1.179566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Entering Unmasked Estep 
Score: -908842.500000 Penalty: 2201.659912
	Iteration 0F: 2 clusters Score -908842.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -903058.687500 Penalty: 4403.319824
	Iteration 0F: 3 clusters Score -903058.7 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -904857.187500 Penalty: 4403.319824
	Iteration 1F: 3 clusters Score -904857.2 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -905428.125000 Penalty: 4403.319824
	Iteration 2F: 3 clusters Score -905428.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -905919.125000 Penalty: 4403.319824
	Iteration 3F: 3 clusters Score -905919.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -906273.062500 Penalty: 4403.319824
	Iteration 4F: 3 clusters Score -906273.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -906566.062500 Penalty: 4403.319824
	Iteration 5F: 3 clusters Score -906566.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -906768.062500 Penalty: 4403.319824
	Iteration 6Q: 3 clusters Score -906768.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -906894.125000 Penalty: 4403.319824
	Iteration 7Q: 3 clusters Score -906894.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -906975.125000 Penalty: 4403.319824
	Iteration 8Q: 3 clusters Score -906975.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -907025.562500 Penalty: 4403.319824
	Iteration 9Q: 3 clusters Score -907025.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -907068.625000 Penalty: 4403.319824
	Iteration 10Q: 3 clusters Score -907068.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -907102.000000 Penalty: 4403.319824
	Iteration 11Q: 3 clusters Score -907102 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -907124.187500 Penalty: 4403.319824
	Iteration 12Q: 3 clusters Score -907124.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -907143.437500 Penalty: 4403.319824
	Iteration 13Q: 3 clusters Score -907143.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -907164.000000 Penalty: 4403.319824
	Iteration 14Q: 3 clusters Score -907164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -907178.187500 Penalty: 4403.319824
	Iteration 15Q: 3 clusters Score -907178.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -907195.750000 Penalty: 4403.319824
	Iteration 16Q: 3 clusters Score -907195.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -907205.312500 Penalty: 4403.319824
	Iteration 17Q: 3 clusters Score -907205.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -907213.125000 Penalty: 4403.319824
	Iteration 18Q: 3 clusters Score -907213.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -907223.812500 Penalty: 4403.319824
	Iteration 19Q: 3 clusters Score -907223.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -907237.125000 Penalty: 4403.319824
	Iteration 20F: 3 clusters Score -907237.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -907250.812500 Penalty: 4403.319824
	Iteration 21Q: 3 clusters Score -907250.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -907263.500000 Penalty: 4403.319824
	Iteration 22Q: 3 clusters Score -907263.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -907277.687500 Penalty: 4403.319824
	Iteration 23Q: 3 clusters Score -907277.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -907283.562500 Penalty: 4403.319824
	Iteration 24Q: 3 clusters Score -907283.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -907296.000000 Penalty: 4403.319824
	Iteration 25Q: 3 clusters Score -907296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -907305.625000 Penalty: 4403.319824
	Iteration 26Q: 3 clusters Score -907305.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -907315.687500 Penalty: 4403.319824
	Iteration 27Q: 3 clusters Score -907315.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -907324.125000 Penalty: 4403.319824
	Iteration 28Q: 3 clusters Score -907324.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -907330.000000 Penalty: 4403.319824
	Iteration 29Q: 3 clusters Score -907330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -907340.250000 Penalty: 4403.319824
	Iteration 30Q: 3 clusters Score -907340.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -907346.562500 Penalty: 4403.319824
	Iteration 31Q: 3 clusters Score -907346.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -907350.562500 Penalty: 4403.319824
	Iteration 32Q: 3 clusters Score -907350.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -907356.000000 Penalty: 4403.319824
	Iteration 33Q: 3 clusters Score -907356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -907360.062500 Penalty: 4403.319824
	Iteration 34Q: 3 clusters Score -907360.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -907363.687500 Penalty: 4403.319824
	Iteration 35Q: 3 clusters Score -907363.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -907365.875000 Penalty: 4403.319824
	Iteration 36Q: 3 clusters Score -907365.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -907368.375000 Penalty: 4403.319824
	Iteration 37Q: 3 clusters Score -907368.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -907369.437500 Penalty: 4403.319824
	Iteration 38Q: 3 clusters Score -907369.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -907370.562500 Penalty: 4403.319824
	Iteration 39Q: 3 clusters Score -907370.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -907372.562500 Penalty: 4403.319824
	Iteration 40F: 3 clusters Score -907372.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -907372.062500 Penalty: 4403.319824
	Iteration 41Q: 3 clusters Score -907372.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -907372.625000 Penalty: 4403.319824
	Iteration 42Q: 3 clusters Score -907372.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -907372.625000 Penalty: 4403.319824
	Iteration 43F: 3 clusters Score -907372.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Entering Unmasked Estep 
Score: -3957115.750000 Penalty: 2541.169678
	Iteration 0F: 2 clusters Score -3957116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -3937674.750000 Penalty: 5082.339355
	Iteration 0F: 3 clusters Score -3937675 nChanged 12614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -3944364.000000 Penalty: 5082.339355
	Iteration 1F: 3 clusters Score -3944364 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -3944793.000000 Penalty: 5082.339355
	Iteration 2Q: 3 clusters Score -3944793 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -3945184.750000 Penalty: 5082.339355
	Iteration 3Q: 3 clusters Score -3945185 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -3945598.250000 Penalty: 5082.339355
	Iteration 4Q: 3 clusters Score -3945598 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -3946068.000000 Penalty: 5082.339355
	Iteration 5Q: 3 clusters Score -3946068 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -3946681.250000 Penalty: 5082.339355
	Iteration 6Q: 3 clusters Score -3946681 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -3947576.750000 Penalty: 5082.339355
	Iteration 7F: 3 clusters Score -3947577 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3948715.750000 Penalty: 5082.339355
	Iteration 8F: 3 clusters Score -3948716 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -3950139.000000 Penalty: 5082.339355
	Iteration 9F: 3 clusters Score -3950139 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3951661.250000 Penalty: 5082.339355
	Iteration 10F: 3 clusters Score -3951661 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3953002.000000 Penalty: 5082.339355
	Iteration 11F: 3 clusters Score -3953002 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3953827.500000 Penalty: 5082.339355
	Iteration 12Q: 3 clusters Score -3953828 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3954324.750000 Penalty: 5082.339355
	Iteration 13Q: 3 clusters Score -3954325 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3954550.500000 Penalty: 5082.339355
	Iteration 14Q: 3 clusters Score -3954550 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3954662.750000 Penalty: 5082.339355
	Iteration 15Q: 3 clusters Score -3954663 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3954745.750000 Penalty: 5082.339355
	Iteration 16Q: 3 clusters Score -3954746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3954787.750000 Penalty: 5082.339355
	Iteration 17Q: 3 clusters Score -3954788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3954830.500000 Penalty: 5082.339355
	Iteration 18Q: 3 clusters Score -3954830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3954836.250000 Penalty: 5082.339355
	Iteration 19Q: 3 clusters Score -3954836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3954842.750000 Penalty: 5082.339355
	Iteration 20F: 3 clusters Score -3954843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3954853.750000 Penalty: 5082.339355
	Iteration 21Q: 3 clusters Score -3954854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3954868.000000 Penalty: 5082.339355
	Iteration 22Q: 3 clusters Score -3954868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3954878.250000 Penalty: 5082.339355
	Iteration 23Q: 3 clusters Score -3954878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3954885.500000 Penalty: 5082.339355
	Iteration 24Q: 3 clusters Score -3954886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3954898.750000 Penalty: 5082.339355
	Iteration 25Q: 3 clusters Score -3954899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3954904.750000 Penalty: 5082.339355
	Iteration 26Q: 3 clusters Score -3954905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3954906.250000 Penalty: 5082.339355
	Iteration 27Q: 3 clusters Score -3954906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3954906.500000 Penalty: 5082.339355
	Iteration 28Q: 3 clusters Score -3954906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3954906.500000 Penalty: 5082.339355
	Iteration 29F: 3 clusters Score -3954906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -38128.039062 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -38128.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -36810.820312 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -36810.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36934.335938 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -36934.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36972.773438 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -36972.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36989.339844 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -36989.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37006.304688 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -37006.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37021.488281 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -37021.49 nChanged 2
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: -37030.019531 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -37030.02 nChanged 0
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: -37030.019531 Penalty: 2868.777344
	Iteration 7F: 3 clusters Score -37030.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (90877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90877 members 
Entering Unmasked Estep 
Score: -12262136.000000 Penalty: 2831.480957
	Iteration 0F: 2 clusters Score -1.226214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -12201468.000000 Penalty: 5662.961914
	Iteration 0F: 3 clusters Score -1.220147e+07 nChanged 42850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -12225827.000000 Penalty: 5662.961914
	Iteration 1F: 3 clusters Score -1.222583e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -12226646.000000 Penalty: 5662.961914
	Iteration 2Q: 3 clusters Score -1.222665e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -12227724.000000 Penalty: 5662.961914
	Iteration 3Q: 3 clusters Score -1.222772e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -12229177.000000 Penalty: 5662.961914
	Iteration 4Q: 3 clusters Score -1.222918e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -12231778.000000 Penalty: 5662.961914
	Iteration 5F: 3 clusters Score -1.223178e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65570 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -12236248.000000 Penalty: 5662.961914
	Iteration 6F: 3 clusters Score -1.223625e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73201 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -12242843.000000 Penalty: 5662.961914
	Iteration 7F: 3 clusters Score -1.224284e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80738 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -12250189.000000 Penalty: 5662.961914
	Iteration 8F: 3 clusters Score -1.225019e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86217 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -12255414.000000 Penalty: 5662.961914
	Iteration 9F: 3 clusters Score -1.225541e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88955 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -12257847.000000 Penalty: 5662.961914
	Iteration 10Q: 3 clusters Score -1.225785e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90006 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -12258900.000000 Penalty: 5662.961914
	Iteration 11Q: 3 clusters Score -1.22589e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90374 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -12259282.000000 Penalty: 5662.961914
	Iteration 12Q: 3 clusters Score -1.225928e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90493 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -12259428.000000 Penalty: 5662.961914
	Iteration 13Q: 3 clusters Score -1.225943e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90556 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -12259528.000000 Penalty: 5662.961914
	Iteration 14Q: 3 clusters Score -1.225953e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90577 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -12259561.000000 Penalty: 5662.961914
	Iteration 15Q: 3 clusters Score -1.225956e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90594 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -12259593.000000 Penalty: 5662.961914
	Iteration 16Q: 3 clusters Score -1.225959e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90607 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -12259626.000000 Penalty: 5662.961914
	Iteration 17Q: 3 clusters Score -1.225963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90614 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -12259633.000000 Penalty: 5662.961914
	Iteration 18Q: 3 clusters Score -1.225963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90616 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -12259639.000000 Penalty: 5662.961914
	Iteration 19Q: 3 clusters Score -1.225964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90620 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -12259639.000000 Penalty: 5662.961914
	Iteration 20F: 3 clusters Score -1.225964e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70960 members 
Entering Unmasked Estep 
Score: -9563042.000000 Penalty: 2770.128174
	Iteration 0F: 2 clusters Score -9563042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -9515483.000000 Penalty: 5540.256348
	Iteration 0F: 3 clusters Score -9515483 nChanged 33113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -9533887.000000 Penalty: 5540.256348
	Iteration 1F: 3 clusters Score -9533887 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -9534444.000000 Penalty: 5540.256348
	Iteration 2Q: 3 clusters Score -9534444 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -9534992.000000 Penalty: 5540.256348
	Iteration 3Q: 3 clusters Score -9534992 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -9535909.000000 Penalty: 5540.256348
	Iteration 4Q: 3 clusters Score -9535909 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -9537399.000000 Penalty: 5540.256348
	Iteration 5Q: 3 clusters Score -9537399 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -9540128.000000 Penalty: 5540.256348
	Iteration 6F: 3 clusters Score -9540128 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -9544325.000000 Penalty: 5540.256348
	Iteration 7F: 3 clusters Score -9544325 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -9549347.000000 Penalty: 5540.256348
	Iteration 8F: 3 clusters Score -9549347 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -9553774.000000 Penalty: 5540.256348
	Iteration 9F: 3 clusters Score -9553774 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60056 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -9556687.000000 Penalty: 5540.256348
	Iteration 10F: 3 clusters Score -9556687 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -9558521.000000 Penalty: 5540.256348
	Iteration 11Q: 3 clusters Score -9558521 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63299 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -9559522.000000 Penalty: 5540.256348
	Iteration 12Q: 3 clusters Score -9559522 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64256 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -9560159.000000 Penalty: 5540.256348
	Iteration 13Q: 3 clusters Score -9560159 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65005 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -9560493.000000 Penalty: 5540.256348
	Iteration 14Q: 3 clusters Score -9560493 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -9560773.000000 Penalty: 5540.256348
	Iteration 15Q: 3 clusters Score -9560773 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66080 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -9560928.000000 Penalty: 5540.256348
	Iteration 16Q: 3 clusters Score -9560928 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66476 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -9561051.000000 Penalty: 5540.256348
	Iteration 17Q: 3 clusters Score -9561051 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66837 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -9561189.000000 Penalty: 5540.256348
	Iteration 18Q: 3 clusters Score -9561189 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67147 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -9561296.000000 Penalty: 5540.256348
	Iteration 19Q: 3 clusters Score -9561296 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -9561314.000000 Penalty: 5540.256348
	Iteration 20F: 3 clusters Score -9561314 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67596 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -9561401.000000 Penalty: 5540.256348
	Iteration 21Q: 3 clusters Score -9561401 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67799 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -9561428.000000 Penalty: 5540.256348
	Iteration 22Q: 3 clusters Score -9561428 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67954 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -9561462.000000 Penalty: 5540.256348
	Iteration 23Q: 3 clusters Score -9561462 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68103 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -9561487.000000 Penalty: 5540.256348
	Iteration 24Q: 3 clusters Score -9561487 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68215 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -9561504.000000 Penalty: 5540.256348
	Iteration 25Q: 3 clusters Score -9561504 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68319 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -9561546.000000 Penalty: 5540.256348
	Iteration 26Q: 3 clusters Score -9561546 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68413 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -9561583.000000 Penalty: 5540.256348
	Iteration 27Q: 3 clusters Score -9561583 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68491 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -9561618.000000 Penalty: 5540.256348
	Iteration 28Q: 3 clusters Score -9561618 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68578 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -9561627.000000 Penalty: 5540.256348
	Iteration 29Q: 3 clusters Score -9561627 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68668 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -9561660.000000 Penalty: 5540.256348
	Iteration 30Q: 3 clusters Score -9561660 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68752 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -9561693.000000 Penalty: 5540.256348
	Iteration 31Q: 3 clusters Score -9561693 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68812 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -9561704.000000 Penalty: 5540.256348
	Iteration 32Q: 3 clusters Score -9561704 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68868 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -9561724.000000 Penalty: 5540.256348
	Iteration 33Q: 3 clusters Score -9561724 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68924 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -9561757.000000 Penalty: 5540.256348
	Iteration 34Q: 3 clusters Score -9561757 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68973 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -9561759.000000 Penalty: 5540.256348
	Iteration 35Q: 3 clusters Score -9561759 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69008 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -9561772.000000 Penalty: 5540.256348
	Iteration 36Q: 3 clusters Score -9561772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69041 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -9561773.000000 Penalty: 5540.256348
	Iteration 37Q: 3 clusters Score -9561773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69070 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -9561781.000000 Penalty: 5540.256348
	Iteration 38Q: 3 clusters Score -9561781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -9561766.000000 Penalty: 5540.256348
	Iteration 39Q: 3 clusters Score -9561766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69115 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -9561766.000000 Penalty: 5540.256348
	Iteration 40F: 3 clusters Score -9561766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69137 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -9561777.000000 Penalty: 5540.256348
	Iteration 41Q: 3 clusters Score -9561777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69156 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -9561795.000000 Penalty: 5540.256348
	Iteration 42Q: 3 clusters Score -9561795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69170 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -9561805.000000 Penalty: 5540.256348
	Iteration 43Q: 3 clusters Score -9561805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69183 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -9561805.000000 Penalty: 5540.256348
	Iteration 44Q: 3 clusters Score -9561805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -9561811.000000 Penalty: 5540.256348
	Iteration 45Q: 3 clusters Score -9561811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69199 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -9561822.000000 Penalty: 5540.256348
	Iteration 46Q: 3 clusters Score -9561822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69202 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -9561814.000000 Penalty: 5540.256348
	Iteration 47Q: 3 clusters Score -9561814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69207 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -9561809.000000 Penalty: 5540.256348
	Iteration 48Q: 3 clusters Score -9561809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69212 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -9561806.000000 Penalty: 5540.256348
	Iteration 49Q: 3 clusters Score -9561806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -9561801.000000 Penalty: 5540.256348
	Iteration 50Q: 3 clusters Score -9561801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69224 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -9561810.000000 Penalty: 5540.256348
	Iteration 51Q: 3 clusters Score -9561810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69229 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -9561806.000000 Penalty: 5540.256348
	Iteration 52Q: 3 clusters Score -9561806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69232 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -9561809.000000 Penalty: 5540.256348
	Iteration 53Q: 3 clusters Score -9561809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -9561802.000000 Penalty: 5540.256348
	Iteration 54Q: 3 clusters Score -9561802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69239 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -9561805.000000 Penalty: 5540.256348
	Iteration 55Q: 3 clusters Score -9561805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69240 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -9561804.000000 Penalty: 5540.256348
	Iteration 56Q: 3 clusters Score -9561804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69241 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -9561799.000000 Penalty: 5540.256348
	Iteration 57Q: 3 clusters Score -9561799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -9561794.000000 Penalty: 5540.256348
	Iteration 58Q: 3 clusters Score -9561794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69242 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -9561794.000000 Penalty: 5540.256348
	Iteration 59F: 3 clusters Score -9561794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -41274.535156 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -41274.54 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 207 members 
Entering Unmasked Estep 
Score: -40073.230469 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -40073.23 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40692.761719 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -40692.76 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41295.746094 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -41295.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -41449.164062 Penalty: 3001.836182
	Iteration 3Q: 3 clusters Score -41449.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41482.203125 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -41482.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -41555.464844 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -41555.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -41629.773438 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -41629.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41757.484375 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -41757.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41791.109375 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -41791.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41796.007812 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -41796.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41796.007812 Penalty: 3001.836182
	Iteration 10F: 3 clusters Score -41796.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89006 members 
Mstep: Class 2 contains 7170 members 
Mstep: Class 3 contains 28188 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90877 members 
Mstep: Class 6 contains 70960 members 
Mstep: Class 7 contains 197 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163874 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159855 members 
Mstep: Class 12 contains 95309 members 
Mstep: Class 13 contains 157834 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 5464 members 
Mstep: Class 16 contains 2926 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174668 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161481 members 
Mstep: Class 22 contains 3802 members 
Mstep: Class 23 contains 157910 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 228 members 
Entering Unmasked Estep 
Score: -180438752.000000 Penalty: 87655.367188
Splitting cluster 7 changes total score from -180439808.000000 to -180438752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -71767.906250 Penalty: 1573.717773
	Iteration 0F: 2 clusters Score -71767.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -70183.726562 Penalty: 3147.435547
	Iteration 0F: 3 clusters Score -70183.73 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -70350.968750 Penalty: 3147.435547
	Iteration 1F: 3 clusters Score -70350.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -70396.054688 Penalty: 3147.435547
	Iteration 2Q: 3 clusters Score -70396.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -70410.976562 Penalty: 3147.435547
	Iteration 3Q: 3 clusters Score -70410.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -70429.625000 Penalty: 3147.435547
	Iteration 4Q: 3 clusters Score -70429.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -70451.960938 Penalty: 3147.435547
	Iteration 5Q: 3 clusters Score -70451.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70480.250000 Penalty: 3147.435547
	Iteration 6Q: 3 clusters Score -70480.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70492.359375 Penalty: 3147.435547
	Iteration 7Q: 3 clusters Score -70492.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -70497.664062 Penalty: 3147.435547
	Iteration 8Q: 3 clusters Score -70497.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -70497.664062 Penalty: 3147.435547
	Iteration 9F: 3 clusters Score -70497.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (163874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163874 members 
Entering Unmasked Estep 
Score: -21924358.000000 Penalty: 2977.699463
	Iteration 0F: 2 clusters Score -2.192436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81762 members 
Mstep: Class 2 contains 82112 members 
Entering Unmasked Estep 
Score: -21818078.000000 Penalty: 5955.398926
	Iteration 0F: 3 clusters Score -2.181808e+07 nChanged 78264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77436 members 
Mstep: Class 2 contains 86438 members 
Entering Unmasked Estep 
Score: -21864122.000000 Penalty: 5955.398926
	Iteration 1F: 3 clusters Score -2.186412e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74682 members 
Mstep: Class 2 contains 89192 members 
Entering Unmasked Estep 
Score: -21865760.000000 Penalty: 5955.398926
	Iteration 2Q: 3 clusters Score -2.186576e+07 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70400 members 
Mstep: Class 2 contains 93474 members 
Entering Unmasked Estep 
Score: -21868524.000000 Penalty: 5955.398926
	Iteration 3Q: 3 clusters Score -2.186852e+07 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64114 members 
Mstep: Class 2 contains 99760 members 
Entering Unmasked Estep 
Score: -21872974.000000 Penalty: 5955.398926
	Iteration 4F: 3 clusters Score -2.187297e+07 nChanged 11294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 108022 members 
Entering Unmasked Estep 
Score: -21880084.000000 Penalty: 5955.398926
	Iteration 5F: 3 clusters Score -2.188008e+07 nChanged 12361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 117471 members 
Entering Unmasked Estep 
Score: -21889348.000000 Penalty: 5955.398926
	Iteration 6F: 3 clusters Score -2.188935e+07 nChanged 11530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 126293 members 
Entering Unmasked Estep 
Score: -21898956.000000 Penalty: 5955.398926
	Iteration 7F: 3 clusters Score -2.189896e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 132463 members 
Entering Unmasked Estep 
Score: -21906988.000000 Penalty: 5955.398926
	Iteration 8F: 3 clusters Score -2.190699e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 135869 members 
Entering Unmasked Estep 
Score: -21912100.000000 Penalty: 5955.398926
	Iteration 9Q: 3 clusters Score -2.19121e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 137757 members 
Entering Unmasked Estep 
Score: -21914500.000000 Penalty: 5955.398926
	Iteration 10Q: 3 clusters Score -2.19145e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 139091 members 
Entering Unmasked Estep 
Score: -21915836.000000 Penalty: 5955.398926
	Iteration 11Q: 3 clusters Score -2.191584e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 140294 members 
Entering Unmasked Estep 
Score: -21916862.000000 Penalty: 5955.398926
	Iteration 12Q: 3 clusters Score -2.191686e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 141332 members 
Entering Unmasked Estep 
Score: -21917836.000000 Penalty: 5955.398926
	Iteration 13Q: 3 clusters Score -2.191784e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 142300 members 
Entering Unmasked Estep 
Score: -21918742.000000 Penalty: 5955.398926
	Iteration 14Q: 3 clusters Score -2.191874e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 143248 members 
Entering Unmasked Estep 
Score: -21919472.000000 Penalty: 5955.398926
	Iteration 15Q: 3 clusters Score -2.191947e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 144138 members 
Entering Unmasked Estep 
Score: -21919910.000000 Penalty: 5955.398926
	Iteration 16Q: 3 clusters Score -2.191991e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 144967 members 
Entering Unmasked Estep 
Score: -21920392.000000 Penalty: 5955.398926
	Iteration 17Q: 3 clusters Score -2.192039e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 145786 members 
Entering Unmasked Estep 
Score: -21920718.000000 Penalty: 5955.398926
	Iteration 18Q: 3 clusters Score -2.192072e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 146524 members 
Entering Unmasked Estep 
Score: -21921002.000000 Penalty: 5955.398926
	Iteration 19Q: 3 clusters Score -2.1921e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 147239 members 
Entering Unmasked Estep 
Score: -21921328.000000 Penalty: 5955.398926
	Iteration 20F: 3 clusters Score -2.192133e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 147990 members 
Entering Unmasked Estep 
Score: -21921588.000000 Penalty: 5955.398926
	Iteration 21Q: 3 clusters Score -2.192159e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 148689 members 
Entering Unmasked Estep 
Score: -21921802.000000 Penalty: 5955.398926
	Iteration 22Q: 3 clusters Score -2.19218e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 149411 members 
Entering Unmasked Estep 
Score: -21921894.000000 Penalty: 5955.398926
	Iteration 23Q: 3 clusters Score -2.192189e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 150115 members 
Entering Unmasked Estep 
Score: -21922040.000000 Penalty: 5955.398926
	Iteration 24Q: 3 clusters Score -2.192204e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 150767 members 
Entering Unmasked Estep 
Score: -21922176.000000 Penalty: 5955.398926
	Iteration 25Q: 3 clusters Score -2.192218e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 151355 members 
Entering Unmasked Estep 
Score: -21922372.000000 Penalty: 5955.398926
	Iteration 26Q: 3 clusters Score -2.192237e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 151917 members 
Entering Unmasked Estep 
Score: -21922452.000000 Penalty: 5955.398926
	Iteration 27Q: 3 clusters Score -2.192245e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 152435 members 
Entering Unmasked Estep 
Score: -21922518.000000 Penalty: 5955.398926
	Iteration 28Q: 3 clusters Score -2.192252e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 152928 members 
Entering Unmasked Estep 
Score: -21922600.000000 Penalty: 5955.398926
	Iteration 29Q: 3 clusters Score -2.19226e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 153393 members 
Entering Unmasked Estep 
Score: -21922668.000000 Penalty: 5955.398926
	Iteration 30Q: 3 clusters Score -2.192267e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 153842 members 
Entering Unmasked Estep 
Score: -21922760.000000 Penalty: 5955.398926
	Iteration 31Q: 3 clusters Score -2.192276e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 154254 members 
Entering Unmasked Estep 
Score: -21922790.000000 Penalty: 5955.398926
	Iteration 32Q: 3 clusters Score -2.192279e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 154635 members 
Entering Unmasked Estep 
Score: -21922810.000000 Penalty: 5955.398926
	Iteration 33Q: 3 clusters Score -2.192281e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 154982 members 
Entering Unmasked Estep 
Score: -21922884.000000 Penalty: 5955.398926
	Iteration 34Q: 3 clusters Score -2.192288e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 155295 members 
Entering Unmasked Estep 
Score: -21922874.000000 Penalty: 5955.398926
	Iteration 35Q: 3 clusters Score -2.192287e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 155570 members 
Entering Unmasked Estep 
Score: -21922892.000000 Penalty: 5955.398926
	Iteration 36Q: 3 clusters Score -2.192289e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 155797 members 
Entering Unmasked Estep 
Score: -21922918.000000 Penalty: 5955.398926
	Iteration 37Q: 3 clusters Score -2.192292e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 155991 members 
Entering Unmasked Estep 
Score: -21922828.000000 Penalty: 5955.398926
	Iteration 38Q: 3 clusters Score -2.192283e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 156197 members 
Entering Unmasked Estep 
Score: -21922874.000000 Penalty: 5955.398926
	Iteration 39Q: 3 clusters Score -2.192287e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 156407 members 
Entering Unmasked Estep 
Score: -21922828.000000 Penalty: 5955.398926
	Iteration 40F: 3 clusters Score -2.192283e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 156583 members 
Entering Unmasked Estep 
Score: -21922776.000000 Penalty: 5955.398926
	Iteration 41Q: 3 clusters Score -2.192278e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 156739 members 
Entering Unmasked Estep 
Score: -21922748.000000 Penalty: 5955.398926
	Iteration 42Q: 3 clusters Score -2.192275e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 156903 members 
Entering Unmasked Estep 
Score: -21922762.000000 Penalty: 5955.398926
	Iteration 43Q: 3 clusters Score -2.192276e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 157066 members 
Entering Unmasked Estep 
Score: -21922736.000000 Penalty: 5955.398926
	Iteration 44Q: 3 clusters Score -2.192274e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 157225 members 
Entering Unmasked Estep 
Score: -21922696.000000 Penalty: 5955.398926
	Iteration 45Q: 3 clusters Score -2.19227e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 157373 members 
Entering Unmasked Estep 
Score: -21922668.000000 Penalty: 5955.398926
	Iteration 46Q: 3 clusters Score -2.192267e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 157524 members 
Entering Unmasked Estep 
Score: -21922628.000000 Penalty: 5955.398926
	Iteration 47Q: 3 clusters Score -2.192263e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 157684 members 
Entering Unmasked Estep 
Score: -21922602.000000 Penalty: 5955.398926
	Iteration 48Q: 3 clusters Score -2.19226e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 157848 members 
Entering Unmasked Estep 
Score: -21922646.000000 Penalty: 5955.398926
	Iteration 49Q: 3 clusters Score -2.192265e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 158009 members 
Entering Unmasked Estep 
Score: -21922636.000000 Penalty: 5955.398926
	Iteration 50Q: 3 clusters Score -2.192264e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 158164 members 
Entering Unmasked Estep 
Score: -21922658.000000 Penalty: 5955.398926
	Iteration 51Q: 3 clusters Score -2.192266e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 158319 members 
Entering Unmasked Estep 
Score: -21922694.000000 Penalty: 5955.398926
	Iteration 52Q: 3 clusters Score -2.192269e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 158480 members 
Entering Unmasked Estep 
Score: -21922696.000000 Penalty: 5955.398926
	Iteration 53Q: 3 clusters Score -2.19227e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 158645 members 
Entering Unmasked Estep 
Score: -21922702.000000 Penalty: 5955.398926
	Iteration 54Q: 3 clusters Score -2.19227e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 158795 members 
Entering Unmasked Estep 
Score: -21922652.000000 Penalty: 5955.398926
	Iteration 55Q: 3 clusters Score -2.192265e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 158941 members 
Entering Unmasked Estep 
Score: -21922650.000000 Penalty: 5955.398926
	Iteration 56Q: 3 clusters Score -2.192265e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 159104 members 
Entering Unmasked Estep 
Score: -21922700.000000 Penalty: 5955.398926
	Iteration 57Q: 3 clusters Score -2.19227e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 159255 members 
Entering Unmasked Estep 
Score: -21922608.000000 Penalty: 5955.398926
	Iteration 58Q: 3 clusters Score -2.192261e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 159399 members 
Entering Unmasked Estep 
Score: -21922610.000000 Penalty: 5955.398926
	Iteration 59Q: 3 clusters Score -2.192261e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 159531 members 
Entering Unmasked Estep 
Score: -21922506.000000 Penalty: 5955.398926
	Iteration 60F: 3 clusters Score -2.192251e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 159652 members 
Entering Unmasked Estep 
Score: -21922480.000000 Penalty: 5955.398926
	Iteration 61Q: 3 clusters Score -2.192248e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 159756 members 
Entering Unmasked Estep 
Score: -21922454.000000 Penalty: 5955.398926
	Iteration 62Q: 3 clusters Score -2.192245e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 159874 members 
Entering Unmasked Estep 
Score: -21922420.000000 Penalty: 5955.398926
	Iteration 63Q: 3 clusters Score -2.192242e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 159978 members 
Entering Unmasked Estep 
Score: -21922400.000000 Penalty: 5955.398926
	Iteration 64Q: 3 clusters Score -2.19224e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 160061 members 
Entering Unmasked Estep 
Score: -21922400.000000 Penalty: 5955.398926
	Iteration 65Q: 3 clusters Score -2.19224e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 160130 members 
Entering Unmasked Estep 
Score: -21922374.000000 Penalty: 5955.398926
	Iteration 66Q: 3 clusters Score -2.192237e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 160212 members 
Entering Unmasked Estep 
Score: -21922336.000000 Penalty: 5955.398926
	Iteration 67Q: 3 clusters Score -2.192234e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 160310 members 
Entering Unmasked Estep 
Score: -21922358.000000 Penalty: 5955.398926
	Iteration 68Q: 3 clusters Score -2.192236e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 160394 members 
Entering Unmasked Estep 
Score: -21922324.000000 Penalty: 5955.398926
	Iteration 69Q: 3 clusters Score -2.192232e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 160493 members 
Entering Unmasked Estep 
Score: -21922350.000000 Penalty: 5955.398926
	Iteration 70Q: 3 clusters Score -2.192235e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 160592 members 
Entering Unmasked Estep 
Score: -21922338.000000 Penalty: 5955.398926
	Iteration 71Q: 3 clusters Score -2.192234e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 160695 members 
Entering Unmasked Estep 
Score: -21922310.000000 Penalty: 5955.398926
	Iteration 72Q: 3 clusters Score -2.192231e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 160786 members 
Entering Unmasked Estep 
Score: -21922294.000000 Penalty: 5955.398926
	Iteration 73Q: 3 clusters Score -2.192229e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 160880 members 
Entering Unmasked Estep 
Score: -21922286.000000 Penalty: 5955.398926
	Iteration 74Q: 3 clusters Score -2.192229e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 160969 members 
Entering Unmasked Estep 
Score: -21922248.000000 Penalty: 5955.398926
	Iteration 75Q: 3 clusters Score -2.192225e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 161077 members 
Entering Unmasked Estep 
Score: -21922252.000000 Penalty: 5955.398926
	Iteration 76Q: 3 clusters Score -2.192225e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 161174 members 
Entering Unmasked Estep 
Score: -21922232.000000 Penalty: 5955.398926
	Iteration 77Q: 3 clusters Score -2.192223e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 161261 members 
Entering Unmasked Estep 
Score: -21922250.000000 Penalty: 5955.398926
	Iteration 78Q: 3 clusters Score -2.192225e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 161345 members 
Entering Unmasked Estep 
Score: -21922224.000000 Penalty: 5955.398926
	Iteration 79Q: 3 clusters Score -2.192222e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 161411 members 
Entering Unmasked Estep 
Score: -21922250.000000 Penalty: 5955.398926
	Iteration 80F: 3 clusters Score -2.192225e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 161477 members 
Entering Unmasked Estep 
Score: -21922262.000000 Penalty: 5955.398926
	Iteration 81Q: 3 clusters Score -2.192226e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 161527 members 
Entering Unmasked Estep 
Score: -21922274.000000 Penalty: 5955.398926
	Iteration 82Q: 3 clusters Score -2.192227e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 161575 members 
Entering Unmasked Estep 
Score: -21922282.000000 Penalty: 5955.398926
	Iteration 83Q: 3 clusters Score -2.192228e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 161630 members 
Entering Unmasked Estep 
Score: -21922302.000000 Penalty: 5955.398926
	Iteration 84Q: 3 clusters Score -2.19223e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 161686 members 
Entering Unmasked Estep 
Score: -21922294.000000 Penalty: 5955.398926
	Iteration 85Q: 3 clusters Score -2.192229e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 161757 members 
Entering Unmasked Estep 
Score: -21922306.000000 Penalty: 5955.398926
	Iteration 86Q: 3 clusters Score -2.192231e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 161838 members 
Entering Unmasked Estep 
Score: -21922264.000000 Penalty: 5955.398926
	Iteration 87Q: 3 clusters Score -2.192226e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 161911 members 
Entering Unmasked Estep 
Score: -21922242.000000 Penalty: 5955.398926
	Iteration 88Q: 3 clusters Score -2.192224e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 161980 members 
Entering Unmasked Estep 
Score: -21922226.000000 Penalty: 5955.398926
	Iteration 89Q: 3 clusters Score -2.192223e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 162050 members 
Entering Unmasked Estep 
Score: -21922186.000000 Penalty: 5955.398926
	Iteration 90Q: 3 clusters Score -2.192219e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 162120 members 
Entering Unmasked Estep 
Score: -21922166.000000 Penalty: 5955.398926
	Iteration 91Q: 3 clusters Score -2.192217e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 162189 members 
Entering Unmasked Estep 
Score: -21922190.000000 Penalty: 5955.398926
	Iteration 92Q: 3 clusters Score -2.192219e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 162258 members 
Entering Unmasked Estep 
Score: -21922188.000000 Penalty: 5955.398926
	Iteration 93Q: 3 clusters Score -2.192219e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 162318 members 
Entering Unmasked Estep 
Score: -21922190.000000 Penalty: 5955.398926
	Iteration 94Q: 3 clusters Score -2.192219e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 162376 members 
Entering Unmasked Estep 
Score: -21922230.000000 Penalty: 5955.398926
	Iteration 95Q: 3 clusters Score -2.192223e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 162428 members 
Entering Unmasked Estep 
Score: -21922248.000000 Penalty: 5955.398926
	Iteration 96Q: 3 clusters Score -2.192225e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 162478 members 
Entering Unmasked Estep 
Score: -21922266.000000 Penalty: 5955.398926
	Iteration 97Q: 3 clusters Score -2.192227e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 162519 members 
Entering Unmasked Estep 
Score: -21922272.000000 Penalty: 5955.398926
	Iteration 98Q: 3 clusters Score -2.192227e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 162559 members 
Entering Unmasked Estep 
Score: -21922276.000000 Penalty: 5955.398926
	Iteration 99Q: 3 clusters Score -2.192228e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 162593 members 
Entering Unmasked Estep 
Score: -21922290.000000 Penalty: 5955.398926
	Iteration 100F: 3 clusters Score -2.192229e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 162633 members 
Entering Unmasked Estep 
Score: -21922278.000000 Penalty: 5955.398926
	Iteration 101Q: 3 clusters Score -2.192228e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 162664 members 
Entering Unmasked Estep 
Score: -21922268.000000 Penalty: 5955.398926
	Iteration 102Q: 3 clusters Score -2.192227e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 162687 members 
Entering Unmasked Estep 
Score: -21922274.000000 Penalty: 5955.398926
	Iteration 103Q: 3 clusters Score -2.192227e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 162710 members 
Entering Unmasked Estep 
Score: -21922268.000000 Penalty: 5955.398926
	Iteration 104Q: 3 clusters Score -2.192227e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 162731 members 
Entering Unmasked Estep 
Score: -21922264.000000 Penalty: 5955.398926
	Iteration 105Q: 3 clusters Score -2.192226e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 162751 members 
Entering Unmasked Estep 
Score: -21922290.000000 Penalty: 5955.398926
	Iteration 106Q: 3 clusters Score -2.192229e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 162768 members 
Entering Unmasked Estep 
Score: -21922288.000000 Penalty: 5955.398926
	Iteration 107Q: 3 clusters Score -2.192229e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 162776 members 
Entering Unmasked Estep 
Score: -21922294.000000 Penalty: 5955.398926
	Iteration 108Q: 3 clusters Score -2.192229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 162790 members 
Entering Unmasked Estep 
Score: -21922308.000000 Penalty: 5955.398926
	Iteration 109Q: 3 clusters Score -2.192231e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 162801 members 
Entering Unmasked Estep 
Score: -21922318.000000 Penalty: 5955.398926
	Iteration 110Q: 3 clusters Score -2.192232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 162810 members 
Entering Unmasked Estep 
Score: -21922316.000000 Penalty: 5955.398926
	Iteration 111Q: 3 clusters Score -2.192232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 162824 members 
Entering Unmasked Estep 
Score: -21922318.000000 Penalty: 5955.398926
	Iteration 112Q: 3 clusters Score -2.192232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 162827 members 
Entering Unmasked Estep 
Score: -21922312.000000 Penalty: 5955.398926
	Iteration 113Q: 3 clusters Score -2.192231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 162831 members 
Entering Unmasked Estep 
Score: -21922320.000000 Penalty: 5955.398926
	Iteration 114Q: 3 clusters Score -2.192232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 162839 members 
Entering Unmasked Estep 
Score: -21922296.000000 Penalty: 5955.398926
	Iteration 115Q: 3 clusters Score -2.19223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 162847 members 
Entering Unmasked Estep 
Score: -21922310.000000 Penalty: 5955.398926
	Iteration 116Q: 3 clusters Score -2.192231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 162854 members 
Entering Unmasked Estep 
Score: -21922322.000000 Penalty: 5955.398926
	Iteration 117Q: 3 clusters Score -2.192232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 162859 members 
Entering Unmasked Estep 
Score: -21922312.000000 Penalty: 5955.398926
	Iteration 118Q: 3 clusters Score -2.192231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 162867 members 
Entering Unmasked Estep 
Score: -21922314.000000 Penalty: 5955.398926
	Iteration 119Q: 3 clusters Score -2.192231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 162876 members 
Entering Unmasked Estep 
Score: -21922324.000000 Penalty: 5955.398926
	Iteration 120F: 3 clusters Score -2.192232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 162881 members 
Entering Unmasked Estep 
Score: -21922312.000000 Penalty: 5955.398926
	Iteration 121Q: 3 clusters Score -2.192231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 162886 members 
Entering Unmasked Estep 
Score: -21922320.000000 Penalty: 5955.398926
	Iteration 122Q: 3 clusters Score -2.192232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 162892 members 
Entering Unmasked Estep 
Score: -21922320.000000 Penalty: 5955.398926
	Iteration 123Q: 3 clusters Score -2.192232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 162894 members 
Entering Unmasked Estep 
Score: -21922304.000000 Penalty: 5955.398926
	Iteration 124Q: 3 clusters Score -2.19223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 162897 members 
Entering Unmasked Estep 
Score: -21922314.000000 Penalty: 5955.398926
	Iteration 125Q: 3 clusters Score -2.192231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 162901 members 
Entering Unmasked Estep 
Score: -21922320.000000 Penalty: 5955.398926
	Iteration 126Q: 3 clusters Score -2.192232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 162905 members 
Entering Unmasked Estep 
Score: -21922322.000000 Penalty: 5955.398926
	Iteration 127Q: 3 clusters Score -2.192232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 162908 members 
Entering Unmasked Estep 
Score: -21922324.000000 Penalty: 5955.398926
	Iteration 128Q: 3 clusters Score -2.192232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 162911 members 
Entering Unmasked Estep 
Score: -21922346.000000 Penalty: 5955.398926
	Iteration 129Q: 3 clusters Score -2.192235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 162912 members 
Entering Unmasked Estep 
Score: -21922320.000000 Penalty: 5955.398926
	Iteration 130Q: 3 clusters Score -2.192232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 162913 members 
Entering Unmasked Estep 
Score: -21922326.000000 Penalty: 5955.398926
	Iteration 131Q: 3 clusters Score -2.192233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 162913 members 
Entering Unmasked Estep 
Score: -21922326.000000 Penalty: 5955.398926
	Iteration 132F: 3 clusters Score -2.192233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Entering Unmasked Estep 
Score: -397337.218750 Penalty: 1985.579224
	Iteration 0F: 2 clusters Score -397337.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -394128.000000 Penalty: 3971.158447
	Iteration 0F: 3 clusters Score -394128 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -394991.531250 Penalty: 3971.158447
	Iteration 1F: 3 clusters Score -394991.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -395346.125000 Penalty: 3971.158447
	Iteration 2F: 3 clusters Score -395346.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -395598.687500 Penalty: 3971.158447
	Iteration 3F: 3 clusters Score -395598.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -395789.531250 Penalty: 3971.158447
	Iteration 4F: 3 clusters Score -395789.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -395919.156250 Penalty: 3971.158447
	Iteration 5Q: 3 clusters Score -395919.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -396041.781250 Penalty: 3971.158447
	Iteration 6Q: 3 clusters Score -396041.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -396135.593750 Penalty: 3971.158447
	Iteration 7Q: 3 clusters Score -396135.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -396195.718750 Penalty: 3971.158447
	Iteration 8Q: 3 clusters Score -396195.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -396241.031250 Penalty: 3971.158447
	Iteration 9Q: 3 clusters Score -396241 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -396280.718750 Penalty: 3971.158447
	Iteration 10Q: 3 clusters Score -396280.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -396323.656250 Penalty: 3971.158447
	Iteration 11Q: 3 clusters Score -396323.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -396366.093750 Penalty: 3971.158447
	Iteration 12Q: 3 clusters Score -396366.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -396402.156250 Penalty: 3971.158447
	Iteration 13Q: 3 clusters Score -396402.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -396435.625000 Penalty: 3971.158447
	Iteration 14Q: 3 clusters Score -396435.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -396460.437500 Penalty: 3971.158447
	Iteration 15Q: 3 clusters Score -396460.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -396490.093750 Penalty: 3971.158447
	Iteration 16Q: 3 clusters Score -396490.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -396508.312500 Penalty: 3971.158447
	Iteration 17Q: 3 clusters Score -396508.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -396527.406250 Penalty: 3971.158447
	Iteration 18Q: 3 clusters Score -396527.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -396544.218750 Penalty: 3971.158447
	Iteration 19Q: 3 clusters Score -396544.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -396557.437500 Penalty: 3971.158447
	Iteration 20F: 3 clusters Score -396557.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -396568.843750 Penalty: 3971.158447
	Iteration 21Q: 3 clusters Score -396568.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -396584.062500 Penalty: 3971.158447
	Iteration 22Q: 3 clusters Score -396584.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -396591.656250 Penalty: 3971.158447
	Iteration 23Q: 3 clusters Score -396591.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -396601.625000 Penalty: 3971.158447
	Iteration 24Q: 3 clusters Score -396601.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -396610.250000 Penalty: 3971.158447
	Iteration 25Q: 3 clusters Score -396610.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -396613.906250 Penalty: 3971.158447
	Iteration 26Q: 3 clusters Score -396613.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -396616.156250 Penalty: 3971.158447
	Iteration 27Q: 3 clusters Score -396616.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -396619.343750 Penalty: 3971.158447
	Iteration 28Q: 3 clusters Score -396619.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -396620.000000 Penalty: 3971.158447
	Iteration 29Q: 3 clusters Score -396620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -396620.000000 Penalty: 3971.158447
	Iteration 30F: 3 clusters Score -396620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (159855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159855 members 
Entering Unmasked Estep 
Score: -21594670.000000 Penalty: 2971.541504
	Iteration 0F: 2 clusters Score -2.159467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79805 members 
Mstep: Class 2 contains 80050 members 
Entering Unmasked Estep 
Score: -21489606.000000 Penalty: 5943.083008
	Iteration 0F: 3 clusters Score -2.148961e+07 nChanged 76413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76010 members 
Mstep: Class 2 contains 83845 members 
Entering Unmasked Estep 
Score: -21534228.000000 Penalty: 5943.083008
	Iteration 1F: 3 clusters Score -2.153423e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73635 members 
Mstep: Class 2 contains 86220 members 
Entering Unmasked Estep 
Score: -21535774.000000 Penalty: 5943.083008
	Iteration 2Q: 3 clusters Score -2.153577e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69930 members 
Mstep: Class 2 contains 89925 members 
Entering Unmasked Estep 
Score: -21538010.000000 Penalty: 5943.083008
	Iteration 3Q: 3 clusters Score -2.153801e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64395 members 
Mstep: Class 2 contains 95460 members 
Entering Unmasked Estep 
Score: -21541512.000000 Penalty: 5943.083008
	Iteration 4F: 3 clusters Score -2.154151e+07 nChanged 9711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56766 members 
Mstep: Class 2 contains 103089 members 
Entering Unmasked Estep 
Score: -21547008.000000 Penalty: 5943.083008
	Iteration 5F: 3 clusters Score -2.154701e+07 nChanged 11133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 112606 members 
Entering Unmasked Estep 
Score: -21554254.000000 Penalty: 5943.083008
	Iteration 6F: 3 clusters Score -2.155425e+07 nChanged 11975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 123497 members 
Entering Unmasked Estep 
Score: -21563160.000000 Penalty: 5943.083008
	Iteration 7F: 3 clusters Score -2.156316e+07 nChanged 11399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 134442 members 
Entering Unmasked Estep 
Score: -21572756.000000 Penalty: 5943.083008
	Iteration 8F: 3 clusters Score -2.157276e+07 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 143926 members 
Entering Unmasked Estep 
Score: -21581168.000000 Penalty: 5943.083008
	Iteration 9F: 3 clusters Score -2.158117e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 150893 members 
Entering Unmasked Estep 
Score: -21586850.000000 Penalty: 5943.083008
	Iteration 10Q: 3 clusters Score -2.158685e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 155351 members 
Entering Unmasked Estep 
Score: -21590076.000000 Penalty: 5943.083008
	Iteration 11Q: 3 clusters Score -2.159008e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 157624 members 
Entering Unmasked Estep 
Score: -21591300.000000 Penalty: 5943.083008
	Iteration 12Q: 3 clusters Score -2.15913e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 158663 members 
Entering Unmasked Estep 
Score: -21591748.000000 Penalty: 5943.083008
	Iteration 13Q: 3 clusters Score -2.159175e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 159091 members 
Entering Unmasked Estep 
Score: -21591870.000000 Penalty: 5943.083008
	Iteration 14Q: 3 clusters Score -2.159187e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 159281 members 
Entering Unmasked Estep 
Score: -21591986.000000 Penalty: 5943.083008
	Iteration 15Q: 3 clusters Score -2.159199e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 159368 members 
Entering Unmasked Estep 
Score: -21592042.000000 Penalty: 5943.083008
	Iteration 16Q: 3 clusters Score -2.159204e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 159403 members 
Entering Unmasked Estep 
Score: -21592044.000000 Penalty: 5943.083008
	Iteration 17Q: 3 clusters Score -2.159204e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 159429 members 
Entering Unmasked Estep 
Score: -21592072.000000 Penalty: 5943.083008
	Iteration 18Q: 3 clusters Score -2.159207e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 159438 members 
Entering Unmasked Estep 
Score: -21592096.000000 Penalty: 5943.083008
	Iteration 19Q: 3 clusters Score -2.15921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 159447 members 
Entering Unmasked Estep 
Score: -21592106.000000 Penalty: 5943.083008
	Iteration 20F: 3 clusters Score -2.159211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 159453 members 
Entering Unmasked Estep 
Score: -21592104.000000 Penalty: 5943.083008
	Iteration 21Q: 3 clusters Score -2.15921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 159457 members 
Entering Unmasked Estep 
Score: -21592114.000000 Penalty: 5943.083008
	Iteration 22Q: 3 clusters Score -2.159211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 159463 members 
Entering Unmasked Estep 
Score: -21592112.000000 Penalty: 5943.083008
	Iteration 23Q: 3 clusters Score -2.159211e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 159467 members 
Entering Unmasked Estep 
Score: -21592128.000000 Penalty: 5943.083008
	Iteration 24Q: 3 clusters Score -2.159213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 159469 members 
Entering Unmasked Estep 
Score: -21592118.000000 Penalty: 5943.083008
	Iteration 25Q: 3 clusters Score -2.159212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 159478 members 
Entering Unmasked Estep 
Score: -21592124.000000 Penalty: 5943.083008
	Iteration 26Q: 3 clusters Score -2.159212e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 159483 members 
Entering Unmasked Estep 
Score: -21592122.000000 Penalty: 5943.083008
	Iteration 27Q: 3 clusters Score -2.159212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 159487 members 
Entering Unmasked Estep 
Score: -21592134.000000 Penalty: 5943.083008
	Iteration 28Q: 3 clusters Score -2.159213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 159489 members 
Entering Unmasked Estep 
Score: -21592130.000000 Penalty: 5943.083008
	Iteration 29Q: 3 clusters Score -2.159213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 159489 members 
Entering Unmasked Estep 
Score: -21592130.000000 Penalty: 5943.083008
	Iteration 30F: 3 clusters Score -2.159213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (95309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95309 members 
Entering Unmasked Estep 
Score: -12341285.000000 Penalty: 2843.290283
	Iteration 0F: 2 clusters Score -1.234128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -12277664.000000 Penalty: 5686.580566
	Iteration 0F: 3 clusters Score -1.227766e+07 nChanged 45189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -12303313.000000 Penalty: 5686.580566
	Iteration 1F: 3 clusters Score -1.230331e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 52040 members 
Entering Unmasked Estep 
Score: -12304267.000000 Penalty: 5686.580566
	Iteration 2Q: 3 clusters Score -1.230427e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 54969 members 
Entering Unmasked Estep 
Score: -12306063.000000 Penalty: 5686.580566
	Iteration 3Q: 3 clusters Score -1.230606e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 59221 members 
Entering Unmasked Estep 
Score: -12309326.000000 Penalty: 5686.580566
	Iteration 4F: 3 clusters Score -1.230933e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 64786 members 
Entering Unmasked Estep 
Score: -12314398.000000 Penalty: 5686.580566
	Iteration 5F: 3 clusters Score -1.23144e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 70959 members 
Entering Unmasked Estep 
Score: -12320413.000000 Penalty: 5686.580566
	Iteration 6F: 3 clusters Score -1.232041e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 76669 members 
Entering Unmasked Estep 
Score: -12326012.000000 Penalty: 5686.580566
	Iteration 7F: 3 clusters Score -1.232601e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 81460 members 
Entering Unmasked Estep 
Score: -12330359.000000 Penalty: 5686.580566
	Iteration 8F: 3 clusters Score -1.233036e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 85248 members 
Entering Unmasked Estep 
Score: -12333413.000000 Penalty: 5686.580566
	Iteration 9Q: 3 clusters Score -1.233341e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 88228 members 
Entering Unmasked Estep 
Score: -12335585.000000 Penalty: 5686.580566
	Iteration 10Q: 3 clusters Score -1.233558e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 90369 members 
Entering Unmasked Estep 
Score: -12337046.000000 Penalty: 5686.580566
	Iteration 11Q: 3 clusters Score -1.233705e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 91832 members 
Entering Unmasked Estep 
Score: -12337857.000000 Penalty: 5686.580566
	Iteration 12Q: 3 clusters Score -1.233786e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 92862 members 
Entering Unmasked Estep 
Score: -12338443.000000 Penalty: 5686.580566
	Iteration 13Q: 3 clusters Score -1.233844e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 93487 members 
Entering Unmasked Estep 
Score: -12338800.000000 Penalty: 5686.580566
	Iteration 14Q: 3 clusters Score -1.23388e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 93868 members 
Entering Unmasked Estep 
Score: -12338989.000000 Penalty: 5686.580566
	Iteration 15Q: 3 clusters Score -1.233899e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 94095 members 
Entering Unmasked Estep 
Score: -12339104.000000 Penalty: 5686.580566
	Iteration 16Q: 3 clusters Score -1.23391e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 94240 members 
Entering Unmasked Estep 
Score: -12339196.000000 Penalty: 5686.580566
	Iteration 17Q: 3 clusters Score -1.23392e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 94354 members 
Entering Unmasked Estep 
Score: -12339286.000000 Penalty: 5686.580566
	Iteration 18Q: 3 clusters Score -1.233929e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 94432 members 
Entering Unmasked Estep 
Score: -12339328.000000 Penalty: 5686.580566
	Iteration 19Q: 3 clusters Score -1.233933e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 94491 members 
Entering Unmasked Estep 
Score: -12339357.000000 Penalty: 5686.580566
	Iteration 20F: 3 clusters Score -1.233936e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 94537 members 
Entering Unmasked Estep 
Score: -12339356.000000 Penalty: 5686.580566
	Iteration 21Q: 3 clusters Score -1.233936e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 94566 members 
Entering Unmasked Estep 
Score: -12339360.000000 Penalty: 5686.580566
	Iteration 22Q: 3 clusters Score -1.233936e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 94582 members 
Entering Unmasked Estep 
Score: -12339374.000000 Penalty: 5686.580566
	Iteration 23Q: 3 clusters Score -1.233937e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 94600 members 
Entering Unmasked Estep 
Score: -12339371.000000 Penalty: 5686.580566
	Iteration 24Q: 3 clusters Score -1.233937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 94610 members 
Entering Unmasked Estep 
Score: -12339381.000000 Penalty: 5686.580566
	Iteration 25Q: 3 clusters Score -1.233938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 94618 members 
Entering Unmasked Estep 
Score: -12339381.000000 Penalty: 5686.580566
	Iteration 26Q: 3 clusters Score -1.233938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 94626 members 
Entering Unmasked Estep 
Score: -12339372.000000 Penalty: 5686.580566
	Iteration 27Q: 3 clusters Score -1.233937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 94634 members 
Entering Unmasked Estep 
Score: -12339378.000000 Penalty: 5686.580566
	Iteration 28Q: 3 clusters Score -1.233938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 94641 members 
Entering Unmasked Estep 
Score: -12339388.000000 Penalty: 5686.580566
	Iteration 29Q: 3 clusters Score -1.233939e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 94655 members 
Entering Unmasked Estep 
Score: -12339397.000000 Penalty: 5686.580566
	Iteration 30Q: 3 clusters Score -1.23394e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 94669 members 
Entering Unmasked Estep 
Score: -12339414.000000 Penalty: 5686.580566
	Iteration 31Q: 3 clusters Score -1.233941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 94676 members 
Entering Unmasked Estep 
Score: -12339409.000000 Penalty: 5686.580566
	Iteration 32Q: 3 clusters Score -1.233941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 94678 members 
Entering Unmasked Estep 
Score: -12339407.000000 Penalty: 5686.580566
	Iteration 33Q: 3 clusters Score -1.233941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 94679 members 
Entering Unmasked Estep 
Score: -12339409.000000 Penalty: 5686.580566
	Iteration 34Q: 3 clusters Score -1.233941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 94682 members 
Entering Unmasked Estep 
Score: -12339413.000000 Penalty: 5686.580566
	Iteration 35Q: 3 clusters Score -1.233941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 94684 members 
Entering Unmasked Estep 
Score: -12339421.000000 Penalty: 5686.580566
	Iteration 36Q: 3 clusters Score -1.233942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 94686 members 
Entering Unmasked Estep 
Score: -12339415.000000 Penalty: 5686.580566
	Iteration 37Q: 3 clusters Score -1.233942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 94689 members 
Entering Unmasked Estep 
Score: -12339421.000000 Penalty: 5686.580566
	Iteration 38Q: 3 clusters Score -1.233942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 94692 members 
Entering Unmasked Estep 
Score: -12339423.000000 Penalty: 5686.580566
	Iteration 39Q: 3 clusters Score -1.233942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 94694 members 
Entering Unmasked Estep 
Score: -12339420.000000 Penalty: 5686.580566
	Iteration 40F: 3 clusters Score -1.233942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 94695 members 
Entering Unmasked Estep 
Score: -12339421.000000 Penalty: 5686.580566
	Iteration 41Q: 3 clusters Score -1.233942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 94696 members 
Entering Unmasked Estep 
Score: -12339423.000000 Penalty: 5686.580566
	Iteration 42Q: 3 clusters Score -1.233942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 94696 members 
Entering Unmasked Estep 
Score: -12339423.000000 Penalty: 5686.580566
	Iteration 43F: 3 clusters Score -1.233942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (157834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157834 members 
Entering Unmasked Estep 
Score: -21060566.000000 Penalty: 2968.386230
	Iteration 0F: 2 clusters Score -2.106057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78866 members 
Mstep: Class 2 contains 78968 members 
Entering Unmasked Estep 
Score: -20956274.000000 Penalty: 5936.772461
	Iteration 0F: 3 clusters Score -2.095627e+07 nChanged 75492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78610 members 
Mstep: Class 2 contains 79224 members 
Entering Unmasked Estep 
Score: -20999816.000000 Penalty: 5936.772461
	Iteration 1F: 3 clusters Score -2.099982e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78102 members 
Mstep: Class 2 contains 79732 members 
Entering Unmasked Estep 
Score: -21000744.000000 Penalty: 5936.772461
	Iteration 2Q: 3 clusters Score -2.100074e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77380 members 
Mstep: Class 2 contains 80454 members 
Entering Unmasked Estep 
Score: -21001704.000000 Penalty: 5936.772461
	Iteration 3Q: 3 clusters Score -2.10017e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76474 members 
Mstep: Class 2 contains 81360 members 
Entering Unmasked Estep 
Score: -21002774.000000 Penalty: 5936.772461
	Iteration 4Q: 3 clusters Score -2.100277e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75173 members 
Mstep: Class 2 contains 82661 members 
Entering Unmasked Estep 
Score: -21004262.000000 Penalty: 5936.772461
	Iteration 5Q: 3 clusters Score -2.100426e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73283 members 
Mstep: Class 2 contains 84551 members 
Entering Unmasked Estep 
Score: -21006012.000000 Penalty: 5936.772461
	Iteration 6Q: 3 clusters Score -2.100601e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70686 members 
Mstep: Class 2 contains 87148 members 
Entering Unmasked Estep 
Score: -21008592.000000 Penalty: 5936.772461
	Iteration 7Q: 3 clusters Score -2.100859e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67376 members 
Mstep: Class 2 contains 90458 members 
Entering Unmasked Estep 
Score: -21011986.000000 Penalty: 5936.772461
	Iteration 8Q: 3 clusters Score -2.101199e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63562 members 
Mstep: Class 2 contains 94272 members 
Entering Unmasked Estep 
Score: -21016776.000000 Penalty: 5936.772461
	Iteration 9F: 3 clusters Score -2.101678e+07 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59742 members 
Mstep: Class 2 contains 98092 members 
Entering Unmasked Estep 
Score: -21022584.000000 Penalty: 5936.772461
	Iteration 10F: 3 clusters Score -2.102258e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56623 members 
Mstep: Class 2 contains 101211 members 
Entering Unmasked Estep 
Score: -21028812.000000 Penalty: 5936.772461
	Iteration 11F: 3 clusters Score -2.102881e+07 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 103567 members 
Entering Unmasked Estep 
Score: -21033364.000000 Penalty: 5936.772461
	Iteration 12F: 3 clusters Score -2.103336e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52433 members 
Mstep: Class 2 contains 105401 members 
Entering Unmasked Estep 
Score: -21035464.000000 Penalty: 5936.772461
	Iteration 13Q: 3 clusters Score -2.103546e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 107035 members 
Entering Unmasked Estep 
Score: -21036474.000000 Penalty: 5936.772461
	Iteration 14Q: 3 clusters Score -2.103647e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 108761 members 
Entering Unmasked Estep 
Score: -21037076.000000 Penalty: 5936.772461
	Iteration 15Q: 3 clusters Score -2.103708e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 110478 members 
Entering Unmasked Estep 
Score: -21037594.000000 Penalty: 5936.772461
	Iteration 16Q: 3 clusters Score -2.103759e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 112218 members 
Entering Unmasked Estep 
Score: -21038144.000000 Penalty: 5936.772461
	Iteration 17Q: 3 clusters Score -2.103814e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 114015 members 
Entering Unmasked Estep 
Score: -21038626.000000 Penalty: 5936.772461
	Iteration 18Q: 3 clusters Score -2.103863e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 115883 members 
Entering Unmasked Estep 
Score: -21039060.000000 Penalty: 5936.772461
	Iteration 19Q: 3 clusters Score -2.103906e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 117781 members 
Entering Unmasked Estep 
Score: -21039620.000000 Penalty: 5936.772461
	Iteration 20F: 3 clusters Score -2.103962e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 119826 members 
Entering Unmasked Estep 
Score: -21040278.000000 Penalty: 5936.772461
	Iteration 21Q: 3 clusters Score -2.104028e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 121928 members 
Entering Unmasked Estep 
Score: -21040908.000000 Penalty: 5936.772461
	Iteration 22Q: 3 clusters Score -2.104091e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 124144 members 
Entering Unmasked Estep 
Score: -21041448.000000 Penalty: 5936.772461
	Iteration 23Q: 3 clusters Score -2.104145e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 126474 members 
Entering Unmasked Estep 
Score: -21042178.000000 Penalty: 5936.772461
	Iteration 24Q: 3 clusters Score -2.104218e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 128891 members 
Entering Unmasked Estep 
Score: -21043022.000000 Penalty: 5936.772461
	Iteration 25Q: 3 clusters Score -2.104302e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 131432 members 
Entering Unmasked Estep 
Score: -21043932.000000 Penalty: 5936.772461
	Iteration 26Q: 3 clusters Score -2.104393e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 134065 members 
Entering Unmasked Estep 
Score: -21044828.000000 Penalty: 5936.772461
	Iteration 27Q: 3 clusters Score -2.104483e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 136771 members 
Entering Unmasked Estep 
Score: -21045986.000000 Penalty: 5936.772461
	Iteration 28Q: 3 clusters Score -2.104599e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 139554 members 
Entering Unmasked Estep 
Score: -21047244.000000 Penalty: 5936.772461
	Iteration 29Q: 3 clusters Score -2.104724e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 142367 members 
Entering Unmasked Estep 
Score: -21048696.000000 Penalty: 5936.772461
	Iteration 30Q: 3 clusters Score -2.10487e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 145176 members 
Entering Unmasked Estep 
Score: -21050364.000000 Penalty: 5936.772461
	Iteration 31Q: 3 clusters Score -2.105036e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 147882 members 
Entering Unmasked Estep 
Score: -21051958.000000 Penalty: 5936.772461
	Iteration 32Q: 3 clusters Score -2.105196e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 150303 members 
Entering Unmasked Estep 
Score: -21053508.000000 Penalty: 5936.772461
	Iteration 33Q: 3 clusters Score -2.105351e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 152340 members 
Entering Unmasked Estep 
Score: -21054792.000000 Penalty: 5936.772461
	Iteration 34Q: 3 clusters Score -2.105479e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 153909 members 
Entering Unmasked Estep 
Score: -21055838.000000 Penalty: 5936.772461
	Iteration 35Q: 3 clusters Score -2.105584e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 155101 members 
Entering Unmasked Estep 
Score: -21056514.000000 Penalty: 5936.772461
	Iteration 36Q: 3 clusters Score -2.105651e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 155909 members 
Entering Unmasked Estep 
Score: -21056990.000000 Penalty: 5936.772461
	Iteration 37Q: 3 clusters Score -2.105699e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 156398 members 
Entering Unmasked Estep 
Score: -21057348.000000 Penalty: 5936.772461
	Iteration 38Q: 3 clusters Score -2.105735e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 156708 members 
Entering Unmasked Estep 
Score: -21057516.000000 Penalty: 5936.772461
	Iteration 39Q: 3 clusters Score -2.105752e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 156912 members 
Entering Unmasked Estep 
Score: -21057614.000000 Penalty: 5936.772461
	Iteration 40F: 3 clusters Score -2.105761e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 157039 members 
Entering Unmasked Estep 
Score: -21057708.000000 Penalty: 5936.772461
	Iteration 41Q: 3 clusters Score -2.105771e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 157132 members 
Entering Unmasked Estep 
Score: -21057782.000000 Penalty: 5936.772461
	Iteration 42Q: 3 clusters Score -2.105778e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 157181 members 
Entering Unmasked Estep 
Score: -21057814.000000 Penalty: 5936.772461
	Iteration 43Q: 3 clusters Score -2.105781e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 157206 members 
Entering Unmasked Estep 
Score: -21057832.000000 Penalty: 5936.772461
	Iteration 44Q: 3 clusters Score -2.105783e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 157229 members 
Entering Unmasked Estep 
Score: -21057868.000000 Penalty: 5936.772461
	Iteration 45Q: 3 clusters Score -2.105787e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 157248 members 
Entering Unmasked Estep 
Score: -21057894.000000 Penalty: 5936.772461
	Iteration 46Q: 3 clusters Score -2.105789e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 157267 members 
Entering Unmasked Estep 
Score: -21057882.000000 Penalty: 5936.772461
	Iteration 47Q: 3 clusters Score -2.105788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 157277 members 
Entering Unmasked Estep 
Score: -21057888.000000 Penalty: 5936.772461
	Iteration 48Q: 3 clusters Score -2.105789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 157285 members 
Entering Unmasked Estep 
Score: -21057904.000000 Penalty: 5936.772461
	Iteration 49Q: 3 clusters Score -2.10579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 157291 members 
Entering Unmasked Estep 
Score: -21057890.000000 Penalty: 5936.772461
	Iteration 50Q: 3 clusters Score -2.105789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 157298 members 
Entering Unmasked Estep 
Score: -21057900.000000 Penalty: 5936.772461
	Iteration 51Q: 3 clusters Score -2.10579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 157304 members 
Entering Unmasked Estep 
Score: -21057914.000000 Penalty: 5936.772461
	Iteration 52Q: 3 clusters Score -2.105791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 157311 members 
Entering Unmasked Estep 
Score: -21057906.000000 Penalty: 5936.772461
	Iteration 53Q: 3 clusters Score -2.105791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 157316 members 
Entering Unmasked Estep 
Score: -21057912.000000 Penalty: 5936.772461
	Iteration 54Q: 3 clusters Score -2.105791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 157320 members 
Entering Unmasked Estep 
Score: -21057904.000000 Penalty: 5936.772461
	Iteration 55Q: 3 clusters Score -2.10579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 157327 members 
Entering Unmasked Estep 
Score: -21057904.000000 Penalty: 5936.772461
	Iteration 56Q: 3 clusters Score -2.10579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 157333 members 
Entering Unmasked Estep 
Score: -21057922.000000 Penalty: 5936.772461
	Iteration 57Q: 3 clusters Score -2.105792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 157338 members 
Entering Unmasked Estep 
Score: -21057910.000000 Penalty: 5936.772461
	Iteration 58Q: 3 clusters Score -2.105791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 157343 members 
Entering Unmasked Estep 
Score: -21057922.000000 Penalty: 5936.772461
	Iteration 59Q: 3 clusters Score -2.105792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 157346 members 
Entering Unmasked Estep 
Score: -21057922.000000 Penalty: 5936.772461
	Iteration 60F: 3 clusters Score -2.105792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 157347 members 
Entering Unmasked Estep 
Score: -21057914.000000 Penalty: 5936.772461
	Iteration 61Q: 3 clusters Score -2.105791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 157348 members 
Entering Unmasked Estep 
Score: -21057922.000000 Penalty: 5936.772461
	Iteration 62Q: 3 clusters Score -2.105792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 157349 members 
Entering Unmasked Estep 
Score: -21057926.000000 Penalty: 5936.772461
	Iteration 63Q: 3 clusters Score -2.105793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 157350 members 
Entering Unmasked Estep 
Score: -21057928.000000 Penalty: 5936.772461
	Iteration 64Q: 3 clusters Score -2.105793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 157351 members 
Entering Unmasked Estep 
Score: -21057928.000000 Penalty: 5936.772461
	Iteration 65Q: 3 clusters Score -2.105793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 157352 members 
Entering Unmasked Estep 
Score: -21057930.000000 Penalty: 5936.772461
	Iteration 66Q: 3 clusters Score -2.105793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 157351 members 
Entering Unmasked Estep 
Score: -21057924.000000 Penalty: 5936.772461
	Iteration 67Q: 3 clusters Score -2.105792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 157351 members 
Entering Unmasked Estep 
Score: -21057924.000000 Penalty: 5936.772461
	Iteration 68F: 3 clusters Score -2.105792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Entering Unmasked Estep 
Score: -633104.875000 Penalty: 2101.985107
	Iteration 0F: 2 clusters Score -633104.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -628756.562500 Penalty: 4203.970215
	Iteration 0F: 3 clusters Score -628756.6 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -629819.250000 Penalty: 4203.970215
	Iteration 1F: 3 clusters Score -629819.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -630077.375000 Penalty: 4203.970215
	Iteration 2F: 3 clusters Score -630077.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -630305.250000 Penalty: 4203.970215
	Iteration 3F: 3 clusters Score -630305.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -630584.000000 Penalty: 4203.970215
	Iteration 4F: 3 clusters Score -630584 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -630826.250000 Penalty: 4203.970215
	Iteration 5F: 3 clusters Score -630826.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -630988.687500 Penalty: 4203.970215
	Iteration 6F: 3 clusters Score -630988.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -631102.812500 Penalty: 4203.970215
	Iteration 7Q: 3 clusters Score -631102.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -631200.937500 Penalty: 4203.970215
	Iteration 8Q: 3 clusters Score -631200.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -631293.562500 Penalty: 4203.970215
	Iteration 9Q: 3 clusters Score -631293.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -631363.750000 Penalty: 4203.970215
	Iteration 10Q: 3 clusters Score -631363.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -631422.062500 Penalty: 4203.970215
	Iteration 11Q: 3 clusters Score -631422.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -631461.437500 Penalty: 4203.970215
	Iteration 12Q: 3 clusters Score -631461.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -631498.812500 Penalty: 4203.970215
	Iteration 13Q: 3 clusters Score -631498.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -631520.187500 Penalty: 4203.970215
	Iteration 14Q: 3 clusters Score -631520.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -631534.750000 Penalty: 4203.970215
	Iteration 15Q: 3 clusters Score -631534.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -631548.250000 Penalty: 4203.970215
	Iteration 16Q: 3 clusters Score -631548.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -631567.875000 Penalty: 4203.970215
	Iteration 17Q: 3 clusters Score -631567.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -631575.937500 Penalty: 4203.970215
	Iteration 18Q: 3 clusters Score -631575.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -631580.562500 Penalty: 4203.970215
	Iteration 19Q: 3 clusters Score -631580.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -631584.562500 Penalty: 4203.970215
	Iteration 20F: 3 clusters Score -631584.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -631585.562500 Penalty: 4203.970215
	Iteration 21Q: 3 clusters Score -631585.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -631587.500000 Penalty: 4203.970215
	Iteration 22Q: 3 clusters Score -631587.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -631589.687500 Penalty: 4203.970215
	Iteration 23Q: 3 clusters Score -631589.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -631595.812500 Penalty: 4203.970215
	Iteration 24Q: 3 clusters Score -631595.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -631604.062500 Penalty: 4203.970215
	Iteration 25Q: 3 clusters Score -631604.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -631609.625000 Penalty: 4203.970215
	Iteration 26Q: 3 clusters Score -631609.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -631616.125000 Penalty: 4203.970215
	Iteration 27Q: 3 clusters Score -631616.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -631619.312500 Penalty: 4203.970215
	Iteration 28Q: 3 clusters Score -631619.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -631620.500000 Penalty: 4203.970215
	Iteration 29Q: 3 clusters Score -631620.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -631621.375000 Penalty: 4203.970215
	Iteration 30Q: 3 clusters Score -631621.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -631622.625000 Penalty: 4203.970215
	Iteration 31Q: 3 clusters Score -631622.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -631623.437500 Penalty: 4203.970215
	Iteration 32Q: 3 clusters Score -631623.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -631623.875000 Penalty: 4203.970215
	Iteration 33Q: 3 clusters Score -631623.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -631624.125000 Penalty: 4203.970215
	Iteration 34Q: 3 clusters Score -631624.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -631624.937500 Penalty: 4203.970215
	Iteration 35Q: 3 clusters Score -631624.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -631624.687500 Penalty: 4203.970215
	Iteration 36Q: 3 clusters Score -631624.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -631625.312500 Penalty: 4203.970215
	Iteration 37Q: 3 clusters Score -631625.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -631625.312500 Penalty: 4203.970215
	Iteration 38F: 3 clusters Score -631625.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Entering Unmasked Estep 
Score: -721058.250000 Penalty: 2134.272217
	Iteration 0F: 2 clusters Score -721058.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -716243.437500 Penalty: 4268.544434
	Iteration 0F: 3 clusters Score -716243.4 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -717411.375000 Penalty: 4268.544434
	Iteration 1F: 3 clusters Score -717411.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -717640.312500 Penalty: 4268.544434
	Iteration 2F: 3 clusters Score -717640.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -717757.750000 Penalty: 4268.544434
	Iteration 3Q: 3 clusters Score -717757.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -717841.562500 Penalty: 4268.544434
	Iteration 4Q: 3 clusters Score -717841.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -717913.812500 Penalty: 4268.544434
	Iteration 5Q: 3 clusters Score -717913.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -717968.812500 Penalty: 4268.544434
	Iteration 6Q: 3 clusters Score -717968.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -718011.312500 Penalty: 4268.544434
	Iteration 7Q: 3 clusters Score -718011.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -718041.000000 Penalty: 4268.544434
	Iteration 8Q: 3 clusters Score -718041 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -718081.125000 Penalty: 4268.544434
	Iteration 9Q: 3 clusters Score -718081.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -718121.187500 Penalty: 4268.544434
	Iteration 10Q: 3 clusters Score -718121.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -718161.437500 Penalty: 4268.544434
	Iteration 11Q: 3 clusters Score -718161.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -718199.687500 Penalty: 4268.544434
	Iteration 12Q: 3 clusters Score -718199.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -718252.000000 Penalty: 4268.544434
	Iteration 13Q: 3 clusters Score -718252 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -718315.562500 Penalty: 4268.544434
	Iteration 14Q: 3 clusters Score -718315.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -718377.500000 Penalty: 4268.544434
	Iteration 15Q: 3 clusters Score -718377.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -718436.000000 Penalty: 4268.544434
	Iteration 16Q: 3 clusters Score -718436 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -718494.000000 Penalty: 4268.544434
	Iteration 17Q: 3 clusters Score -718494 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -718556.562500 Penalty: 4268.544434
	Iteration 18Q: 3 clusters Score -718556.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -718617.687500 Penalty: 4268.544434
	Iteration 19Q: 3 clusters Score -718617.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -718668.500000 Penalty: 4268.544434
	Iteration 20F: 3 clusters Score -718668.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -718710.812500 Penalty: 4268.544434
	Iteration 21Q: 3 clusters Score -718710.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -718742.625000 Penalty: 4268.544434
	Iteration 22Q: 3 clusters Score -718742.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -718776.000000 Penalty: 4268.544434
	Iteration 23Q: 3 clusters Score -718776 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -718817.500000 Penalty: 4268.544434
	Iteration 24Q: 3 clusters Score -718817.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -718863.750000 Penalty: 4268.544434
	Iteration 25Q: 3 clusters Score -718863.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -718907.625000 Penalty: 4268.544434
	Iteration 26Q: 3 clusters Score -718907.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -718953.250000 Penalty: 4268.544434
	Iteration 27Q: 3 clusters Score -718953.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -718994.250000 Penalty: 4268.544434
	Iteration 28Q: 3 clusters Score -718994.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -719039.000000 Penalty: 4268.544434
	Iteration 29Q: 3 clusters Score -719039 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -719082.250000 Penalty: 4268.544434
	Iteration 30Q: 3 clusters Score -719082.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -719114.312500 Penalty: 4268.544434
	Iteration 31Q: 3 clusters Score -719114.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -719149.500000 Penalty: 4268.544434
	Iteration 32Q: 3 clusters Score -719149.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -719179.937500 Penalty: 4268.544434
	Iteration 33Q: 3 clusters Score -719179.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -719209.312500 Penalty: 4268.544434
	Iteration 34Q: 3 clusters Score -719209.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -719223.500000 Penalty: 4268.544434
	Iteration 35Q: 3 clusters Score -719223.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -719235.562500 Penalty: 4268.544434
	Iteration 36Q: 3 clusters Score -719235.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -719246.812500 Penalty: 4268.544434
	Iteration 37Q: 3 clusters Score -719246.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -719258.937500 Penalty: 4268.544434
	Iteration 38Q: 3 clusters Score -719258.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -719274.375000 Penalty: 4268.544434
	Iteration 39Q: 3 clusters Score -719274.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -719290.375000 Penalty: 4268.544434
	Iteration 40F: 3 clusters Score -719290.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -719303.875000 Penalty: 4268.544434
	Iteration 41Q: 3 clusters Score -719303.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -719311.875000 Penalty: 4268.544434
	Iteration 42Q: 3 clusters Score -719311.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -719326.500000 Penalty: 4268.544434
	Iteration 43Q: 3 clusters Score -719326.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -719340.250000 Penalty: 4268.544434
	Iteration 44Q: 3 clusters Score -719340.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -719353.187500 Penalty: 4268.544434
	Iteration 45Q: 3 clusters Score -719353.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -719366.250000 Penalty: 4268.544434
	Iteration 46Q: 3 clusters Score -719366.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -719380.562500 Penalty: 4268.544434
	Iteration 47Q: 3 clusters Score -719380.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -719386.562500 Penalty: 4268.544434
	Iteration 48Q: 3 clusters Score -719386.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -719392.125000 Penalty: 4268.544434
	Iteration 49Q: 3 clusters Score -719392.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -719397.250000 Penalty: 4268.544434
	Iteration 50Q: 3 clusters Score -719397.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -719407.625000 Penalty: 4268.544434
	Iteration 51Q: 3 clusters Score -719407.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -719414.312500 Penalty: 4268.544434
	Iteration 52Q: 3 clusters Score -719414.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -719423.625000 Penalty: 4268.544434
	Iteration 53Q: 3 clusters Score -719423.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -719430.500000 Penalty: 4268.544434
	Iteration 54Q: 3 clusters Score -719430.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -719438.375000 Penalty: 4268.544434
	Iteration 55Q: 3 clusters Score -719438.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -719447.812500 Penalty: 4268.544434
	Iteration 56Q: 3 clusters Score -719447.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -719457.625000 Penalty: 4268.544434
	Iteration 57Q: 3 clusters Score -719457.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -719470.500000 Penalty: 4268.544434
	Iteration 58Q: 3 clusters Score -719470.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -719481.812500 Penalty: 4268.544434
	Iteration 59Q: 3 clusters Score -719481.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -719490.937500 Penalty: 4268.544434
	Iteration 60F: 3 clusters Score -719490.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -719498.062500 Penalty: 4268.544434
	Iteration 61Q: 3 clusters Score -719498.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -719513.437500 Penalty: 4268.544434
	Iteration 62Q: 3 clusters Score -719513.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -719525.187500 Penalty: 4268.544434
	Iteration 63Q: 3 clusters Score -719525.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -719539.562500 Penalty: 4268.544434
	Iteration 64Q: 3 clusters Score -719539.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -719545.562500 Penalty: 4268.544434
	Iteration 65Q: 3 clusters Score -719545.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -719548.875000 Penalty: 4268.544434
	Iteration 66Q: 3 clusters Score -719548.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -719558.625000 Penalty: 4268.544434
	Iteration 67Q: 3 clusters Score -719558.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -719565.437500 Penalty: 4268.544434
	Iteration 68Q: 3 clusters Score -719565.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -719571.250000 Penalty: 4268.544434
	Iteration 69Q: 3 clusters Score -719571.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -719579.937500 Penalty: 4268.544434
	Iteration 70Q: 3 clusters Score -719579.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -719583.687500 Penalty: 4268.544434
	Iteration 71Q: 3 clusters Score -719583.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -719586.375000 Penalty: 4268.544434
	Iteration 72Q: 3 clusters Score -719586.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -719589.812500 Penalty: 4268.544434
	Iteration 73Q: 3 clusters Score -719589.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -719591.000000 Penalty: 4268.544434
	Iteration 74Q: 3 clusters Score -719591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -719591.187500 Penalty: 4268.544434
	Iteration 75Q: 3 clusters Score -719591.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -719590.812500 Penalty: 4268.544434
	Iteration 76Q: 3 clusters Score -719590.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -719592.625000 Penalty: 4268.544434
	Iteration 77Q: 3 clusters Score -719592.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -719593.000000 Penalty: 4268.544434
	Iteration 78Q: 3 clusters Score -719593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -719595.937500 Penalty: 4268.544434
	Iteration 79Q: 3 clusters Score -719595.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -719596.125000 Penalty: 4268.544434
	Iteration 80F: 3 clusters Score -719596.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -719596.625000 Penalty: 4268.544434
	Iteration 81Q: 3 clusters Score -719596.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -719596.625000 Penalty: 4268.544434
	Iteration 82F: 3 clusters Score -719596.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Entering Unmasked Estep 
Score: -385524.937500 Penalty: 1979.385132
	Iteration 0F: 2 clusters Score -385524.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -382296.562500 Penalty: 3958.770264
	Iteration 0F: 3 clusters Score -382296.6 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -382959.687500 Penalty: 3958.770264
	Iteration 1F: 3 clusters Score -382959.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -383315.906250 Penalty: 3958.770264
	Iteration 2F: 3 clusters Score -383315.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -383704.437500 Penalty: 3958.770264
	Iteration 3F: 3 clusters Score -383704.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -384059.906250 Penalty: 3958.770264
	Iteration 4F: 3 clusters Score -384059.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -384328.781250 Penalty: 3958.770264
	Iteration 5F: 3 clusters Score -384328.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -384540.062500 Penalty: 3958.770264
	Iteration 6F: 3 clusters Score -384540.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -384695.875000 Penalty: 3958.770264
	Iteration 7Q: 3 clusters Score -384695.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -384824.343750 Penalty: 3958.770264
	Iteration 8Q: 3 clusters Score -384824.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -384903.156250 Penalty: 3958.770264
	Iteration 9Q: 3 clusters Score -384903.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -384956.375000 Penalty: 3958.770264
	Iteration 10Q: 3 clusters Score -384956.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -384983.062500 Penalty: 3958.770264
	Iteration 11Q: 3 clusters Score -384983.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -384993.875000 Penalty: 3958.770264
	Iteration 12Q: 3 clusters Score -384993.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -385000.312500 Penalty: 3958.770264
	Iteration 13Q: 3 clusters Score -385000.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -385003.531250 Penalty: 3958.770264
	Iteration 14Q: 3 clusters Score -385003.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -385006.625000 Penalty: 3958.770264
	Iteration 15Q: 3 clusters Score -385006.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -385009.968750 Penalty: 3958.770264
	Iteration 16Q: 3 clusters Score -385010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -385011.031250 Penalty: 3958.770264
	Iteration 17Q: 3 clusters Score -385011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -385011.031250 Penalty: 3958.770264
	Iteration 18F: 3 clusters Score -385011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -76231.914062 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -76231.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -74651.039062 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -74651.04 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75531.992188 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -75531.99 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -75784.335938 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -75784.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -75956.765625 Penalty: 3198.649170
	Iteration 3F: 3 clusters Score -75956.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -76017.617188 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -76017.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -76051.632812 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -76051.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -76066.867188 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -76066.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -76080.921875 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -76080.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -76091.109375 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -76091.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -76098.273438 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -76098.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -76103.179688 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -76103.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -76104.390625 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -76104.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -76104.390625 Penalty: 3198.649170
	Iteration 12F: 3 clusters Score -76104.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (174668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174668 members 
Entering Unmasked Estep 
Score: -23320660.000000 Penalty: 2993.519287
	Iteration 0F: 2 clusters Score -2.332066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86814 members 
Mstep: Class 2 contains 87854 members 
Entering Unmasked Estep 
Score: -23206968.000000 Penalty: 5987.038574
	Iteration 0F: 3 clusters Score -2.320697e+07 nChanged 83777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78001 members 
Mstep: Class 2 contains 96667 members 
Entering Unmasked Estep 
Score: -23256508.000000 Penalty: 5987.038574
	Iteration 1F: 3 clusters Score -2.325651e+07 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71805 members 
Mstep: Class 2 contains 102863 members 
Entering Unmasked Estep 
Score: -23259276.000000 Penalty: 5987.038574
	Iteration 2Q: 3 clusters Score -2.325928e+07 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62431 members 
Mstep: Class 2 contains 112237 members 
Entering Unmasked Estep 
Score: -23264908.000000 Penalty: 5987.038574
	Iteration 3F: 3 clusters Score -2.326491e+07 nChanged 13714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49317 members 
Mstep: Class 2 contains 125351 members 
Entering Unmasked Estep 
Score: -23275260.000000 Penalty: 5987.038574
	Iteration 4F: 3 clusters Score -2.327526e+07 nChanged 15681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 140542 members 
Entering Unmasked Estep 
Score: -23289282.000000 Penalty: 5987.038574
	Iteration 5F: 3 clusters Score -2.328928e+07 nChanged 14296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 154482 members 
Entering Unmasked Estep 
Score: -23302962.000000 Penalty: 5987.038574
	Iteration 6F: 3 clusters Score -2.330296e+07 nChanged 10091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 164353 members 
Entering Unmasked Estep 
Score: -23311750.000000 Penalty: 5987.038574
	Iteration 7F: 3 clusters Score -2.331175e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 169776 members 
Entering Unmasked Estep 
Score: -23315688.000000 Penalty: 5987.038574
	Iteration 8Q: 3 clusters Score -2.331569e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 172256 members 
Entering Unmasked Estep 
Score: -23317228.000000 Penalty: 5987.038574
	Iteration 9Q: 3 clusters Score -2.331723e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 173299 members 
Entering Unmasked Estep 
Score: -23317700.000000 Penalty: 5987.038574
	Iteration 10Q: 3 clusters Score -2.33177e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 173730 members 
Entering Unmasked Estep 
Score: -23317892.000000 Penalty: 5987.038574
	Iteration 11Q: 3 clusters Score -2.331789e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 173905 members 
Entering Unmasked Estep 
Score: -23317968.000000 Penalty: 5987.038574
	Iteration 12Q: 3 clusters Score -2.331797e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 174002 members 
Entering Unmasked Estep 
Score: -23318028.000000 Penalty: 5987.038574
	Iteration 13Q: 3 clusters Score -2.331803e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 174057 members 
Entering Unmasked Estep 
Score: -23318056.000000 Penalty: 5987.038574
	Iteration 14Q: 3 clusters Score -2.331806e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 174083 members 
Entering Unmasked Estep 
Score: -23318088.000000 Penalty: 5987.038574
	Iteration 15Q: 3 clusters Score -2.331809e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 174107 members 
Entering Unmasked Estep 
Score: -23318100.000000 Penalty: 5987.038574
	Iteration 16Q: 3 clusters Score -2.33181e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 174126 members 
Entering Unmasked Estep 
Score: -23318098.000000 Penalty: 5987.038574
	Iteration 17Q: 3 clusters Score -2.33181e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 174145 members 
Entering Unmasked Estep 
Score: -23318108.000000 Penalty: 5987.038574
	Iteration 18Q: 3 clusters Score -2.331811e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 174161 members 
Entering Unmasked Estep 
Score: -23318134.000000 Penalty: 5987.038574
	Iteration 19Q: 3 clusters Score -2.331813e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 174173 members 
Entering Unmasked Estep 
Score: -23318158.000000 Penalty: 5987.038574
	Iteration 20F: 3 clusters Score -2.331816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 174179 members 
Entering Unmasked Estep 
Score: -23318138.000000 Penalty: 5987.038574
	Iteration 21Q: 3 clusters Score -2.331814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 174183 members 
Entering Unmasked Estep 
Score: -23318146.000000 Penalty: 5987.038574
	Iteration 22Q: 3 clusters Score -2.331815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 174189 members 
Entering Unmasked Estep 
Score: -23318148.000000 Penalty: 5987.038574
	Iteration 23Q: 3 clusters Score -2.331815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 174195 members 
Entering Unmasked Estep 
Score: -23318172.000000 Penalty: 5987.038574
	Iteration 24Q: 3 clusters Score -2.331817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 174196 members 
Entering Unmasked Estep 
Score: -23318154.000000 Penalty: 5987.038574
	Iteration 25Q: 3 clusters Score -2.331815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 174199 members 
Entering Unmasked Estep 
Score: -23318150.000000 Penalty: 5987.038574
	Iteration 26Q: 3 clusters Score -2.331815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 174201 members 
Entering Unmasked Estep 
Score: -23318160.000000 Penalty: 5987.038574
	Iteration 27Q: 3 clusters Score -2.331816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 174202 members 
Entering Unmasked Estep 
Score: -23318164.000000 Penalty: 5987.038574
	Iteration 28Q: 3 clusters Score -2.331816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 174203 members 
Entering Unmasked Estep 
Score: -23318158.000000 Penalty: 5987.038574
	Iteration 29Q: 3 clusters Score -2.331816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 174203 members 
Entering Unmasked Estep 
Score: -23318158.000000 Penalty: 5987.038574
	Iteration 30F: 3 clusters Score -2.331816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -48214.523438 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -48214.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46839.648438 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -46839.65 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47077.417969 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -47077.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47255.597656 Penalty: 2974.240234
	Iteration 2Q: 3 clusters Score -47255.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47311.804688 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -47311.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47362.128906 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -47362.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47419.406250 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -47419.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -47505.304688 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -47505.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -47559.035156 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -47559.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47574.539062 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -47574.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47588.765625 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -47588.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47599.917969 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -47599.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47604.863281 Penalty: 2974.240234
	Iteration 11Q: 3 clusters Score -47604.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47607.640625 Penalty: 2974.240234
	Iteration 12Q: 3 clusters Score -47607.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47612.843750 Penalty: 2974.240234
	Iteration 13Q: 3 clusters Score -47612.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47618.558594 Penalty: 2974.240234
	Iteration 14Q: 3 clusters Score -47618.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47620.398438 Penalty: 2974.240234
	Iteration 15Q: 3 clusters Score -47620.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47620.398438 Penalty: 2974.240234
	Iteration 16F: 3 clusters Score -47620.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -77982.890625 Penalty: 1598.144531
	Iteration 0F: 2 clusters Score -77982.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76317.718750 Penalty: 3196.289062
	Iteration 0F: 3 clusters Score -76317.72 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -76555.117188 Penalty: 3196.289062
	Iteration 1F: 3 clusters Score -76555.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -76615.179688 Penalty: 3196.289062
	Iteration 2F: 3 clusters Score -76615.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -76631.468750 Penalty: 3196.289062
	Iteration 3Q: 3 clusters Score -76631.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -76641.632812 Penalty: 3196.289062
	Iteration 4Q: 3 clusters Score -76641.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -76654.976562 Penalty: 3196.289062
	Iteration 5Q: 3 clusters Score -76654.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -76657.679688 Penalty: 3196.289062
	Iteration 6Q: 3 clusters Score -76657.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -76662.039062 Penalty: 3196.289062
	Iteration 7Q: 3 clusters Score -76662.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -76662.039062 Penalty: 3196.289062
	Iteration 8F: 3 clusters Score -76662.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (161481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161481 members 
Entering Unmasked Estep 
Score: -21416998.000000 Penalty: 2974.051270
	Iteration 0F: 2 clusters Score -2.1417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80823 members 
Mstep: Class 2 contains 80658 members 
Entering Unmasked Estep 
Score: -21310748.000000 Penalty: 5948.102539
	Iteration 0F: 3 clusters Score -2.131075e+07 nChanged 77520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82565 members 
Mstep: Class 2 contains 78916 members 
Entering Unmasked Estep 
Score: -21355512.000000 Penalty: 5948.102539
	Iteration 1F: 3 clusters Score -2.135551e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83493 members 
Mstep: Class 2 contains 77988 members 
Entering Unmasked Estep 
Score: -21356344.000000 Penalty: 5948.102539
	Iteration 2Q: 3 clusters Score -2.135634e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85010 members 
Mstep: Class 2 contains 76471 members 
Entering Unmasked Estep 
Score: -21357472.000000 Penalty: 5948.102539
	Iteration 3Q: 3 clusters Score -2.135747e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87233 members 
Mstep: Class 2 contains 74248 members 
Entering Unmasked Estep 
Score: -21358562.000000 Penalty: 5948.102539
	Iteration 4Q: 3 clusters Score -2.135856e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90575 members 
Mstep: Class 2 contains 70906 members 
Entering Unmasked Estep 
Score: -21360046.000000 Penalty: 5948.102539
	Iteration 5Q: 3 clusters Score -2.136005e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95549 members 
Mstep: Class 2 contains 65932 members 
Entering Unmasked Estep 
Score: -21362454.000000 Penalty: 5948.102539
	Iteration 6Q: 3 clusters Score -2.136245e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102331 members 
Mstep: Class 2 contains 59150 members 
Entering Unmasked Estep 
Score: -21366484.000000 Penalty: 5948.102539
	Iteration 7F: 3 clusters Score -2.136648e+07 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110852 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -21372176.000000 Penalty: 5948.102539
	Iteration 8F: 3 clusters Score -2.137218e+07 nChanged 10945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120943 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -21379966.000000 Penalty: 5948.102539
	Iteration 9F: 3 clusters Score -2.137997e+07 nChanged 11071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131442 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -21389080.000000 Penalty: 5948.102539
	Iteration 10F: 3 clusters Score -2.138908e+07 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140721 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -21397654.000000 Penalty: 5948.102539
	Iteration 11F: 3 clusters Score -2.139765e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147605 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -21404468.000000 Penalty: 5948.102539
	Iteration 12Q: 3 clusters Score -2.140447e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152465 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -21408936.000000 Penalty: 5948.102539
	Iteration 13Q: 3 clusters Score -2.140894e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155641 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -21411492.000000 Penalty: 5948.102539
	Iteration 14Q: 3 clusters Score -2.141149e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157794 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -21412994.000000 Penalty: 5948.102539
	Iteration 15Q: 3 clusters Score -2.141299e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159191 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -21413824.000000 Penalty: 5948.102539
	Iteration 16Q: 3 clusters Score -2.141382e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159972 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -21414074.000000 Penalty: 5948.102539
	Iteration 17Q: 3 clusters Score -2.141407e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160423 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -21414262.000000 Penalty: 5948.102539
	Iteration 18Q: 3 clusters Score -2.141426e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160697 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -21414374.000000 Penalty: 5948.102539
	Iteration 19Q: 3 clusters Score -2.141437e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160846 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -21414440.000000 Penalty: 5948.102539
	Iteration 20F: 3 clusters Score -2.141444e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160926 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -21414476.000000 Penalty: 5948.102539
	Iteration 21Q: 3 clusters Score -2.141448e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160983 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -21414506.000000 Penalty: 5948.102539
	Iteration 22Q: 3 clusters Score -2.141451e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161018 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -21414534.000000 Penalty: 5948.102539
	Iteration 23Q: 3 clusters Score -2.141453e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161043 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -21414522.000000 Penalty: 5948.102539
	Iteration 24Q: 3 clusters Score -2.141452e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161064 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -21414532.000000 Penalty: 5948.102539
	Iteration 25Q: 3 clusters Score -2.141453e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161079 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -21414548.000000 Penalty: 5948.102539
	Iteration 26Q: 3 clusters Score -2.141455e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161088 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -21414536.000000 Penalty: 5948.102539
	Iteration 27Q: 3 clusters Score -2.141454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161092 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -21414534.000000 Penalty: 5948.102539
	Iteration 28Q: 3 clusters Score -2.141453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161095 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -21414544.000000 Penalty: 5948.102539
	Iteration 29Q: 3 clusters Score -2.141454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161097 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -21414552.000000 Penalty: 5948.102539
	Iteration 30Q: 3 clusters Score -2.141455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161097 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -21414552.000000 Penalty: 5948.102539
	Iteration 31F: 3 clusters Score -2.141455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Entering Unmasked Estep 
Score: -501651.250000 Penalty: 2044.333984
	Iteration 0F: 2 clusters Score -501651.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -497843.437500 Penalty: 4088.667969
	Iteration 0F: 3 clusters Score -497843.4 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -498648.281250 Penalty: 4088.667969
	Iteration 1F: 3 clusters Score -498648.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -498824.000000 Penalty: 4088.667969
	Iteration 2F: 3 clusters Score -498824 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -498951.968750 Penalty: 4088.667969
	Iteration 3Q: 3 clusters Score -498952 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -499056.593750 Penalty: 4088.667969
	Iteration 4Q: 3 clusters Score -499056.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -499155.781250 Penalty: 4088.667969
	Iteration 5Q: 3 clusters Score -499155.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -499249.968750 Penalty: 4088.667969
	Iteration 6Q: 3 clusters Score -499250 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -499315.218750 Penalty: 4088.667969
	Iteration 7Q: 3 clusters Score -499315.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -499378.218750 Penalty: 4088.667969
	Iteration 8Q: 3 clusters Score -499378.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -499441.156250 Penalty: 4088.667969
	Iteration 9Q: 3 clusters Score -499441.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -499484.906250 Penalty: 4088.667969
	Iteration 10Q: 3 clusters Score -499484.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -499526.312500 Penalty: 4088.667969
	Iteration 11Q: 3 clusters Score -499526.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -499564.062500 Penalty: 4088.667969
	Iteration 12Q: 3 clusters Score -499564.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -499587.093750 Penalty: 4088.667969
	Iteration 13Q: 3 clusters Score -499587.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -499607.187500 Penalty: 4088.667969
	Iteration 14Q: 3 clusters Score -499607.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -499623.000000 Penalty: 4088.667969
	Iteration 15Q: 3 clusters Score -499623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -499638.250000 Penalty: 4088.667969
	Iteration 16Q: 3 clusters Score -499638.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -499649.593750 Penalty: 4088.667969
	Iteration 17Q: 3 clusters Score -499649.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -499662.562500 Penalty: 4088.667969
	Iteration 18Q: 3 clusters Score -499662.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -499671.375000 Penalty: 4088.667969
	Iteration 19Q: 3 clusters Score -499671.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -499678.281250 Penalty: 4088.667969
	Iteration 20F: 3 clusters Score -499678.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -499685.906250 Penalty: 4088.667969
	Iteration 21Q: 3 clusters Score -499685.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -499691.875000 Penalty: 4088.667969
	Iteration 22Q: 3 clusters Score -499691.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -499697.187500 Penalty: 4088.667969
	Iteration 23Q: 3 clusters Score -499697.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -499701.312500 Penalty: 4088.667969
	Iteration 24Q: 3 clusters Score -499701.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -499707.468750 Penalty: 4088.667969
	Iteration 25Q: 3 clusters Score -499707.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -499713.656250 Penalty: 4088.667969
	Iteration 26Q: 3 clusters Score -499713.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -499718.156250 Penalty: 4088.667969
	Iteration 27Q: 3 clusters Score -499718.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -499721.625000 Penalty: 4088.667969
	Iteration 28Q: 3 clusters Score -499721.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -499727.843750 Penalty: 4088.667969
	Iteration 29Q: 3 clusters Score -499727.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -499733.625000 Penalty: 4088.667969
	Iteration 30Q: 3 clusters Score -499733.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -499739.937500 Penalty: 4088.667969
	Iteration 31Q: 3 clusters Score -499739.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -499747.593750 Penalty: 4088.667969
	Iteration 32Q: 3 clusters Score -499747.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -499751.906250 Penalty: 4088.667969
	Iteration 33Q: 3 clusters Score -499751.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -499758.250000 Penalty: 4088.667969
	Iteration 34Q: 3 clusters Score -499758.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -499763.343750 Penalty: 4088.667969
	Iteration 35Q: 3 clusters Score -499763.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -499771.281250 Penalty: 4088.667969
	Iteration 36Q: 3 clusters Score -499771.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -499777.156250 Penalty: 4088.667969
	Iteration 37Q: 3 clusters Score -499777.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -499782.218750 Penalty: 4088.667969
	Iteration 38Q: 3 clusters Score -499782.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -499788.187500 Penalty: 4088.667969
	Iteration 39Q: 3 clusters Score -499788.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -499794.187500 Penalty: 4088.667969
	Iteration 40F: 3 clusters Score -499794.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -499797.531250 Penalty: 4088.667969
	Iteration 41Q: 3 clusters Score -499797.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -499800.000000 Penalty: 4088.667969
	Iteration 42Q: 3 clusters Score -499800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -499804.093750 Penalty: 4088.667969
	Iteration 43Q: 3 clusters Score -499804.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -499810.281250 Penalty: 4088.667969
	Iteration 44Q: 3 clusters Score -499810.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -499813.781250 Penalty: 4088.667969
	Iteration 45Q: 3 clusters Score -499813.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -499816.250000 Penalty: 4088.667969
	Iteration 46Q: 3 clusters Score -499816.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -499818.875000 Penalty: 4088.667969
	Iteration 47Q: 3 clusters Score -499818.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -499821.187500 Penalty: 4088.667969
	Iteration 48Q: 3 clusters Score -499821.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -499824.125000 Penalty: 4088.667969
	Iteration 49Q: 3 clusters Score -499824.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -499827.656250 Penalty: 4088.667969
	Iteration 50Q: 3 clusters Score -499827.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -499827.937500 Penalty: 4088.667969
	Iteration 51Q: 3 clusters Score -499827.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -499827.937500 Penalty: 4088.667969
	Iteration 52F: 3 clusters Score -499827.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (157910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157910 members 
Entering Unmasked Estep 
Score: -20967896.000000 Penalty: 2968.505615
	Iteration 0F: 2 clusters Score -2.09679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78664 members 
Mstep: Class 2 contains 79246 members 
Entering Unmasked Estep 
Score: -20863878.000000 Penalty: 5937.011230
	Iteration 0F: 3 clusters Score -2.086388e+07 nChanged 75633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73061 members 
Mstep: Class 2 contains 84849 members 
Entering Unmasked Estep 
Score: -20908984.000000 Penalty: 5937.011230
	Iteration 1F: 3 clusters Score -2.090898e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68693 members 
Mstep: Class 2 contains 89217 members 
Entering Unmasked Estep 
Score: -20911546.000000 Penalty: 5937.011230
	Iteration 2Q: 3 clusters Score -2.091155e+07 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62212 members 
Mstep: Class 2 contains 95698 members 
Entering Unmasked Estep 
Score: -20916056.000000 Penalty: 5937.011230
	Iteration 3F: 3 clusters Score -2.091606e+07 nChanged 10937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53593 members 
Mstep: Class 2 contains 104317 members 
Entering Unmasked Estep 
Score: -20922720.000000 Penalty: 5937.011230
	Iteration 4F: 3 clusters Score -2.092272e+07 nChanged 11921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 114120 members 
Entering Unmasked Estep 
Score: -20931398.000000 Penalty: 5937.011230
	Iteration 5F: 3 clusters Score -2.09314e+07 nChanged 11132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 123756 members 
Entering Unmasked Estep 
Score: -20940586.000000 Penalty: 5937.011230
	Iteration 6F: 3 clusters Score -2.094059e+07 nChanged 9062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 131900 members 
Entering Unmasked Estep 
Score: -20948838.000000 Penalty: 5937.011230
	Iteration 7F: 3 clusters Score -2.094884e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 137521 members 
Entering Unmasked Estep 
Score: -20954636.000000 Penalty: 5937.011230
	Iteration 8Q: 3 clusters Score -2.095464e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 140896 members 
Entering Unmasked Estep 
Score: -20957948.000000 Penalty: 5937.011230
	Iteration 9Q: 3 clusters Score -2.095795e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 143045 members 
Entering Unmasked Estep 
Score: -20959988.000000 Penalty: 5937.011230
	Iteration 10Q: 3 clusters Score -2.095999e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 144720 members 
Entering Unmasked Estep 
Score: -20961222.000000 Penalty: 5937.011230
	Iteration 11Q: 3 clusters Score -2.096122e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 146107 members 
Entering Unmasked Estep 
Score: -20961958.000000 Penalty: 5937.011230
	Iteration 12Q: 3 clusters Score -2.096196e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 147286 members 
Entering Unmasked Estep 
Score: -20962700.000000 Penalty: 5937.011230
	Iteration 13Q: 3 clusters Score -2.09627e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 148316 members 
Entering Unmasked Estep 
Score: -20963192.000000 Penalty: 5937.011230
	Iteration 14Q: 3 clusters Score -2.096319e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 149248 members 
Entering Unmasked Estep 
Score: -20963546.000000 Penalty: 5937.011230
	Iteration 15Q: 3 clusters Score -2.096355e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 150060 members 
Entering Unmasked Estep 
Score: -20963808.000000 Penalty: 5937.011230
	Iteration 16Q: 3 clusters Score -2.096381e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 150840 members 
Entering Unmasked Estep 
Score: -20964190.000000 Penalty: 5937.011230
	Iteration 17Q: 3 clusters Score -2.096419e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 151467 members 
Entering Unmasked Estep 
Score: -20964374.000000 Penalty: 5937.011230
	Iteration 18Q: 3 clusters Score -2.096437e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 152026 members 
Entering Unmasked Estep 
Score: -20964624.000000 Penalty: 5937.011230
	Iteration 19Q: 3 clusters Score -2.096462e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 152512 members 
Entering Unmasked Estep 
Score: -20964680.000000 Penalty: 5937.011230
	Iteration 20F: 3 clusters Score -2.096468e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 152951 members 
Entering Unmasked Estep 
Score: -20964868.000000 Penalty: 5937.011230
	Iteration 21Q: 3 clusters Score -2.096487e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 153353 members 
Entering Unmasked Estep 
Score: -20964996.000000 Penalty: 5937.011230
	Iteration 22Q: 3 clusters Score -2.0965e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 153727 members 
Entering Unmasked Estep 
Score: -20965104.000000 Penalty: 5937.011230
	Iteration 23Q: 3 clusters Score -2.09651e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 154038 members 
Entering Unmasked Estep 
Score: -20965168.000000 Penalty: 5937.011230
	Iteration 24Q: 3 clusters Score -2.096517e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 154301 members 
Entering Unmasked Estep 
Score: -20965214.000000 Penalty: 5937.011230
	Iteration 25Q: 3 clusters Score -2.096521e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 154516 members 
Entering Unmasked Estep 
Score: -20965270.000000 Penalty: 5937.011230
	Iteration 26Q: 3 clusters Score -2.096527e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 154708 members 
Entering Unmasked Estep 
Score: -20965328.000000 Penalty: 5937.011230
	Iteration 27Q: 3 clusters Score -2.096533e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 154880 members 
Entering Unmasked Estep 
Score: -20965338.000000 Penalty: 5937.011230
	Iteration 28Q: 3 clusters Score -2.096534e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 155043 members 
Entering Unmasked Estep 
Score: -20965358.000000 Penalty: 5937.011230
	Iteration 29Q: 3 clusters Score -2.096536e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 155196 members 
Entering Unmasked Estep 
Score: -20965362.000000 Penalty: 5937.011230
	Iteration 30Q: 3 clusters Score -2.096536e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 155328 members 
Entering Unmasked Estep 
Score: -20965418.000000 Penalty: 5937.011230
	Iteration 31Q: 3 clusters Score -2.096542e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 155430 members 
Entering Unmasked Estep 
Score: -20965418.000000 Penalty: 5937.011230
	Iteration 32Q: 3 clusters Score -2.096542e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 155527 members 
Entering Unmasked Estep 
Score: -20965444.000000 Penalty: 5937.011230
	Iteration 33Q: 3 clusters Score -2.096544e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 155633 members 
Entering Unmasked Estep 
Score: -20965446.000000 Penalty: 5937.011230
	Iteration 34Q: 3 clusters Score -2.096545e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 155718 members 
Entering Unmasked Estep 
Score: -20965430.000000 Penalty: 5937.011230
	Iteration 35Q: 3 clusters Score -2.096543e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 155793 members 
Entering Unmasked Estep 
Score: -20965458.000000 Penalty: 5937.011230
	Iteration 36Q: 3 clusters Score -2.096546e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 155860 members 
Entering Unmasked Estep 
Score: -20965452.000000 Penalty: 5937.011230
	Iteration 37Q: 3 clusters Score -2.096545e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 155938 members 
Entering Unmasked Estep 
Score: -20965474.000000 Penalty: 5937.011230
	Iteration 38Q: 3 clusters Score -2.096547e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 156018 members 
Entering Unmasked Estep 
Score: -20965472.000000 Penalty: 5937.011230
	Iteration 39Q: 3 clusters Score -2.096547e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 156090 members 
Entering Unmasked Estep 
Score: -20965470.000000 Penalty: 5937.011230
	Iteration 40F: 3 clusters Score -2.096547e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 156159 members 
Entering Unmasked Estep 
Score: -20965556.000000 Penalty: 5937.011230
	Iteration 41Q: 3 clusters Score -2.096556e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 156208 members 
Entering Unmasked Estep 
Score: -20965548.000000 Penalty: 5937.011230
	Iteration 42Q: 3 clusters Score -2.096555e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 156247 members 
Entering Unmasked Estep 
Score: -20965536.000000 Penalty: 5937.011230
	Iteration 43Q: 3 clusters Score -2.096554e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 156282 members 
Entering Unmasked Estep 
Score: -20965524.000000 Penalty: 5937.011230
	Iteration 44Q: 3 clusters Score -2.096552e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 156322 members 
Entering Unmasked Estep 
Score: -20965526.000000 Penalty: 5937.011230
	Iteration 45Q: 3 clusters Score -2.096553e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 156359 members 
Entering Unmasked Estep 
Score: -20965550.000000 Penalty: 5937.011230
	Iteration 46Q: 3 clusters Score -2.096555e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 156397 members 
Entering Unmasked Estep 
Score: -20965542.000000 Penalty: 5937.011230
	Iteration 47Q: 3 clusters Score -2.096554e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 156425 members 
Entering Unmasked Estep 
Score: -20965566.000000 Penalty: 5937.011230
	Iteration 48Q: 3 clusters Score -2.096557e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 156446 members 
Entering Unmasked Estep 
Score: -20965568.000000 Penalty: 5937.011230
	Iteration 49Q: 3 clusters Score -2.096557e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 156458 members 
Entering Unmasked Estep 
Score: -20965550.000000 Penalty: 5937.011230
	Iteration 50Q: 3 clusters Score -2.096555e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 156478 members 
Entering Unmasked Estep 
Score: -20965582.000000 Penalty: 5937.011230
	Iteration 51Q: 3 clusters Score -2.096558e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 156493 members 
Entering Unmasked Estep 
Score: -20965578.000000 Penalty: 5937.011230
	Iteration 52Q: 3 clusters Score -2.096558e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 156504 members 
Entering Unmasked Estep 
Score: -20965590.000000 Penalty: 5937.011230
	Iteration 53Q: 3 clusters Score -2.096559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 156513 members 
Entering Unmasked Estep 
Score: -20965568.000000 Penalty: 5937.011230
	Iteration 54Q: 3 clusters Score -2.096557e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 156524 members 
Entering Unmasked Estep 
Score: -20965568.000000 Penalty: 5937.011230
	Iteration 55Q: 3 clusters Score -2.096557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 156533 members 
Entering Unmasked Estep 
Score: -20965562.000000 Penalty: 5937.011230
	Iteration 56Q: 3 clusters Score -2.096556e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 156544 members 
Entering Unmasked Estep 
Score: -20965568.000000 Penalty: 5937.011230
	Iteration 57Q: 3 clusters Score -2.096557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 156550 members 
Entering Unmasked Estep 
Score: -20965564.000000 Penalty: 5937.011230
	Iteration 58Q: 3 clusters Score -2.096556e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 156562 members 
Entering Unmasked Estep 
Score: -20965548.000000 Penalty: 5937.011230
	Iteration 59Q: 3 clusters Score -2.096555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 156575 members 
Entering Unmasked Estep 
Score: -20965566.000000 Penalty: 5937.011230
	Iteration 60F: 3 clusters Score -2.096557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 156580 members 
Entering Unmasked Estep 
Score: -20965574.000000 Penalty: 5937.011230
	Iteration 61Q: 3 clusters Score -2.096557e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 156589 members 
Entering Unmasked Estep 
Score: -20965578.000000 Penalty: 5937.011230
	Iteration 62Q: 3 clusters Score -2.096558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 156597 members 
Entering Unmasked Estep 
Score: -20965576.000000 Penalty: 5937.011230
	Iteration 63Q: 3 clusters Score -2.096558e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 156608 members 
Entering Unmasked Estep 
Score: -20965608.000000 Penalty: 5937.011230
	Iteration 64Q: 3 clusters Score -2.096561e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 156622 members 
Entering Unmasked Estep 
Score: -20965608.000000 Penalty: 5937.011230
	Iteration 65Q: 3 clusters Score -2.096561e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 156635 members 
Entering Unmasked Estep 
Score: -20965598.000000 Penalty: 5937.011230
	Iteration 66Q: 3 clusters Score -2.09656e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 156648 members 
Entering Unmasked Estep 
Score: -20965616.000000 Penalty: 5937.011230
	Iteration 67Q: 3 clusters Score -2.096562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 156661 members 
Entering Unmasked Estep 
Score: -20965592.000000 Penalty: 5937.011230
	Iteration 68Q: 3 clusters Score -2.096559e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 156671 members 
Entering Unmasked Estep 
Score: -20965586.000000 Penalty: 5937.011230
	Iteration 69Q: 3 clusters Score -2.096559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 156674 members 
Entering Unmasked Estep 
Score: -20965596.000000 Penalty: 5937.011230
	Iteration 70Q: 3 clusters Score -2.09656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 156674 members 
Entering Unmasked Estep 
Score: -20965596.000000 Penalty: 5937.011230
	Iteration 71F: 3 clusters Score -2.09656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -46941.703125 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -46941.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -45552.699219 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -45552.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45667.410156 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -45667.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45701.046875 Penalty: 2947.628662
	Iteration 2Q: 3 clusters Score -45701.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45712.195312 Penalty: 2947.628662
	Iteration 3Q: 3 clusters Score -45712.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45719.347656 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -45719.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45723.714844 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -45723.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45731.472656 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -45731.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45731.472656 Penalty: 2947.628662
	Iteration 7F: 3 clusters Score -45731.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89006 members 
Mstep: Class 2 contains 7170 members 
Mstep: Class 3 contains 28188 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90877 members 
Mstep: Class 6 contains 70960 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163874 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159855 members 
Mstep: Class 12 contains 95309 members 
Mstep: Class 13 contains 157834 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 5464 members 
Mstep: Class 16 contains 2926 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174668 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161481 members 
Mstep: Class 22 contains 3802 members 
Mstep: Class 23 contains 157910 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439968.000000 Penalty: 84149.148438
Iteration 359Q: 25 clusters Score -1.8044e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89009 members 
Mstep: Class 2 contains 7170 members 
Mstep: Class 3 contains 28205 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90859 members 
Mstep: Class 6 contains 70959 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163869 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159856 members 
Mstep: Class 12 contains 95308 members 
Mstep: Class 13 contains 157831 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 5464 members 
Mstep: Class 16 contains 2928 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174664 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161483 members 
Mstep: Class 22 contains 3802 members 
Mstep: Class 23 contains 157917 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439920.000000 Penalty: 84149.148438
Iteration 360F: 25 clusters Score -1.804399e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89002 members 
Mstep: Class 2 contains 7170 members 
Mstep: Class 3 contains 28215 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90849 members 
Mstep: Class 6 contains 70958 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163868 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159862 members 
Mstep: Class 12 contains 95301 members 
Mstep: Class 13 contains 157823 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 5464 members 
Mstep: Class 16 contains 2933 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174672 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161486 members 
Mstep: Class 22 contains 3802 members 
Mstep: Class 23 contains 157919 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439888.000000 Penalty: 84149.148438
Iteration 361Q: 25 clusters Score -1.804399e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89005 members 
Mstep: Class 2 contains 7170 members 
Mstep: Class 3 contains 28228 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90827 members 
Mstep: Class 6 contains 70951 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163864 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159879 members 
Mstep: Class 12 contains 95304 members 
Mstep: Class 13 contains 157826 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 5464 members 
Mstep: Class 16 contains 2933 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174666 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161483 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157924 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439936.000000 Penalty: 84149.148438
Iteration 362Q: 25 clusters Score -1.804399e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 89004 members 
Mstep: Class 2 contains 7170 members 
Mstep: Class 3 contains 28244 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90812 members 
Mstep: Class 6 contains 70949 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163860 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159893 members 
Mstep: Class 12 contains 95306 members 
Mstep: Class 13 contains 157828 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 5464 members 
Mstep: Class 16 contains 2933 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174659 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161477 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157924 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439808.000000 Penalty: 84149.148438
Iteration 363Q: 25 clusters Score -1.804398e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88994 members 
Mstep: Class 2 contains 7170 members 
Mstep: Class 3 contains 28252 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90812 members 
Mstep: Class 6 contains 70947 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163853 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159885 members 
Mstep: Class 12 contains 95305 members 
Mstep: Class 13 contains 157837 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 5465 members 
Mstep: Class 16 contains 2933 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174663 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161477 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 157929 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439728.000000 Penalty: 84149.148438
Iteration 364Q: 25 clusters Score -1.804397e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88988 members 
Mstep: Class 2 contains 7170 members 
Mstep: Class 3 contains 28264 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90818 members 
Mstep: Class 6 contains 70946 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163853 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159887 members 
Mstep: Class 12 contains 95307 members 
Mstep: Class 13 contains 157838 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 5465 members 
Mstep: Class 16 contains 2933 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174653 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161468 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 157932 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439680.000000 Penalty: 84149.148438
Iteration 365Q: 25 clusters Score -1.804397e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88986 members 
Mstep: Class 2 contains 7170 members 
Mstep: Class 3 contains 28280 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90809 members 
Mstep: Class 6 contains 70947 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163849 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159881 members 
Mstep: Class 12 contains 95310 members 
Mstep: Class 13 contains 157853 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 5465 members 
Mstep: Class 16 contains 2933 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174652 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161462 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 157925 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439680.000000 Penalty: 84149.148438
Iteration 366Q: 25 clusters Score -1.804397e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88981 members 
Mstep: Class 2 contains 7170 members 
Mstep: Class 3 contains 28299 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90778 members 
Mstep: Class 6 contains 70944 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163842 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159885 members 
Mstep: Class 12 contains 95311 members 
Mstep: Class 13 contains 157868 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 5465 members 
Mstep: Class 16 contains 2933 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174662 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161452 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 157932 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439664.000000 Penalty: 84149.148438
Iteration 367Q: 25 clusters Score -1.804397e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 7170 members 
Mstep: Class 3 contains 28321 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90750 members 
Mstep: Class 6 contains 70947 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163851 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159892 members 
Mstep: Class 12 contains 95309 members 
Mstep: Class 13 contains 157866 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 5465 members 
Mstep: Class 16 contains 2933 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174660 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161439 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 157940 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439728.000000 Penalty: 84149.148438
Iteration 368Q: 25 clusters Score -1.804397e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88980 members 
Mstep: Class 2 contains 7170 members 
Mstep: Class 3 contains 28338 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90743 members 
Mstep: Class 6 contains 70945 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163859 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159899 members 
Mstep: Class 12 contains 95310 members 
Mstep: Class 13 contains 157868 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 5465 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174653 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161411 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 157947 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439728.000000 Penalty: 84149.148438
Iteration 369Q: 25 clusters Score -1.804397e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88981 members 
Mstep: Class 2 contains 7170 members 
Mstep: Class 3 contains 28351 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90729 members 
Mstep: Class 6 contains 70941 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163874 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159908 members 
Mstep: Class 12 contains 95304 members 
Mstep: Class 13 contains 157868 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 5466 members 
Mstep: Class 16 contains 2933 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174650 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161391 members 
Mstep: Class 22 contains 3799 members 
Mstep: Class 23 contains 157958 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439472.000000 Penalty: 84149.148438
Iteration 370Q: 25 clusters Score -1.804395e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88981 members 
Mstep: Class 2 contains 7170 members 
Mstep: Class 3 contains 28383 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90715 members 
Mstep: Class 6 contains 70937 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163877 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159914 members 
Mstep: Class 12 contains 95302 members 
Mstep: Class 13 contains 157868 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 5467 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174637 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161369 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157969 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439392.000000 Penalty: 84149.148438
Iteration 371Q: 25 clusters Score -1.804394e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88973 members 
Mstep: Class 2 contains 7170 members 
Mstep: Class 3 contains 28405 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90706 members 
Mstep: Class 6 contains 70935 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163871 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159928 members 
Mstep: Class 12 contains 95305 members 
Mstep: Class 13 contains 157874 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 5467 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174633 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161350 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157970 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439312.000000 Penalty: 84149.148438
Iteration 372Q: 25 clusters Score -1.804393e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88965 members 
Mstep: Class 2 contains 7168 members 
Mstep: Class 3 contains 28425 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90692 members 
Mstep: Class 6 contains 70935 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163871 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159924 members 
Mstep: Class 12 contains 95301 members 
Mstep: Class 13 contains 157877 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 5467 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174647 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161340 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157975 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439312.000000 Penalty: 84149.148438
Iteration 373Q: 25 clusters Score -1.804393e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88967 members 
Mstep: Class 2 contains 7168 members 
Mstep: Class 3 contains 28437 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90677 members 
Mstep: Class 6 contains 70935 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163870 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159915 members 
Mstep: Class 12 contains 95299 members 
Mstep: Class 13 contains 157888 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 5467 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174661 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161331 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157973 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439328.000000 Penalty: 84149.148438
Iteration 374Q: 25 clusters Score -1.804393e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88966 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 28447 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90663 members 
Mstep: Class 6 contains 70936 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163879 members 
Mstep: Class 10 contains 3001 members 
Mstep: Class 11 contains 159905 members 
Mstep: Class 12 contains 95298 members 
Mstep: Class 13 contains 157893 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5467 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174670 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161325 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157971 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439344.000000 Penalty: 84149.148438
Iteration 375Q: 25 clusters Score -1.804393e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88959 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 28461 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90655 members 
Mstep: Class 6 contains 70935 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163889 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 159898 members 
Mstep: Class 12 contains 95290 members 
Mstep: Class 13 contains 157894 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5467 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174674 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161327 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157973 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439344.000000 Penalty: 84149.148438
Iteration 376Q: 25 clusters Score -1.804393e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88958 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 28472 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90651 members 
Mstep: Class 6 contains 70933 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163894 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 159901 members 
Mstep: Class 12 contains 95288 members 
Mstep: Class 13 contains 157886 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5467 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174676 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161324 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157973 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439408.000000 Penalty: 84149.148438
Iteration 377Q: 25 clusters Score -1.804394e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88955 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 28485 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90636 members 
Mstep: Class 6 contains 70932 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163900 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 159903 members 
Mstep: Class 12 contains 95287 members 
Mstep: Class 13 contains 157891 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5467 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174676 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161320 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157971 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439520.000000 Penalty: 84149.148438
Iteration 378Q: 25 clusters Score -1.804395e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88949 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 28502 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90622 members 
Mstep: Class 6 contains 70934 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163898 members 
Mstep: Class 10 contains 2999 members 
Mstep: Class 11 contains 159908 members 
Mstep: Class 12 contains 95282 members 
Mstep: Class 13 contains 157898 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5467 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174681 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161311 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157971 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439744.000000 Penalty: 84149.148438
Iteration 379Q: 25 clusters Score -1.804397e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88945 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 28525 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90613 members 
Mstep: Class 6 contains 70938 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163888 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159894 members 
Mstep: Class 12 contains 95280 members 
Mstep: Class 13 contains 157899 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5467 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174695 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161304 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157976 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439536.000000 Penalty: 84149.148438
Iteration 380F: 25 clusters Score -1.804395e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88944 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 28556 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90608 members 
Mstep: Class 6 contains 70938 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163885 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159881 members 
Mstep: Class 12 contains 95274 members 
Mstep: Class 13 contains 157894 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5467 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174702 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161302 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157974 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439584.000000 Penalty: 84149.148438
Iteration 381Q: 25 clusters Score -1.804396e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88941 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 28585 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90601 members 
Mstep: Class 6 contains 70942 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163885 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159884 members 
Mstep: Class 12 contains 95265 members 
Mstep: Class 13 contains 157892 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174701 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161290 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157971 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439424.000000 Penalty: 84149.148438
Iteration 382Q: 25 clusters Score -1.804394e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88940 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 28613 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90581 members 
Mstep: Class 6 contains 70945 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163887 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159873 members 
Mstep: Class 12 contains 95260 members 
Mstep: Class 13 contains 157896 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174706 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161275 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157982 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439296.000000 Penalty: 84149.148438
Iteration 383Q: 25 clusters Score -1.804393e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88933 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 28638 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90564 members 
Mstep: Class 6 contains 70950 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163899 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159839 members 
Mstep: Class 12 contains 95258 members 
Mstep: Class 13 contains 157909 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174716 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161264 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157988 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439248.000000 Penalty: 84149.148438
Iteration 384Q: 25 clusters Score -1.804392e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88926 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 28678 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90555 members 
Mstep: Class 6 contains 70954 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163904 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159811 members 
Mstep: Class 12 contains 95256 members 
Mstep: Class 13 contains 157911 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174717 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161257 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157989 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439312.000000 Penalty: 84149.148438
Iteration 385Q: 25 clusters Score -1.804393e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88920 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 28726 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90550 members 
Mstep: Class 6 contains 70963 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163897 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159779 members 
Mstep: Class 12 contains 95255 members 
Mstep: Class 13 contains 157910 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174712 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161245 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 157999 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439344.000000 Penalty: 84149.148438
Iteration 386Q: 25 clusters Score -1.804393e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88918 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 28776 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90541 members 
Mstep: Class 6 contains 70961 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163895 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159734 members 
Mstep: Class 12 contains 95249 members 
Mstep: Class 13 contains 157909 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174730 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161246 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157999 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439616.000000 Penalty: 84149.148438
Iteration 387Q: 25 clusters Score -1.804396e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88913 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 28825 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90543 members 
Mstep: Class 6 contains 70963 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163884 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159712 members 
Mstep: Class 12 contains 95244 members 
Mstep: Class 13 contains 157907 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174734 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161239 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157995 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439808.000000 Penalty: 84149.148438
Iteration 388Q: 25 clusters Score -1.804398e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88914 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 28892 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90521 members 
Mstep: Class 6 contains 70959 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163870 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159691 members 
Mstep: Class 12 contains 95239 members 
Mstep: Class 13 contains 157909 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 2932 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174734 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161241 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157991 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439872.000000 Penalty: 84149.148438
Iteration 389Q: 25 clusters Score -1.804399e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88916 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 28948 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90495 members 
Mstep: Class 6 contains 70954 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163862 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159680 members 
Mstep: Class 12 contains 95236 members 
Mstep: Class 13 contains 157929 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 2932 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174725 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161239 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157977 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440160.000000 Penalty: 84149.148438
Iteration 390Q: 25 clusters Score -1.804402e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88918 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 29012 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90470 members 
Mstep: Class 6 contains 70951 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163850 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159664 members 
Mstep: Class 12 contains 95232 members 
Mstep: Class 13 contains 157937 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174730 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161232 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157963 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440032.000000 Penalty: 84149.148438
Iteration 391Q: 25 clusters Score -1.8044e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88912 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 29058 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90452 members 
Mstep: Class 6 contains 70951 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163851 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159620 members 
Mstep: Class 12 contains 95222 members 
Mstep: Class 13 contains 157949 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 2937 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174740 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161238 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157963 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439888.000000 Penalty: 84149.148438
Iteration 392Q: 25 clusters Score -1.804399e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88902 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 29106 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90428 members 
Mstep: Class 6 contains 70951 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163840 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159592 members 
Mstep: Class 12 contains 95215 members 
Mstep: Class 13 contains 157967 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174755 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161241 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157960 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439840.000000 Penalty: 84149.148438
Iteration 393Q: 25 clusters Score -1.804398e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88907 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 29165 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90402 members 
Mstep: Class 6 contains 70945 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163835 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159552 members 
Mstep: Class 12 contains 95211 members 
Mstep: Class 13 contains 157970 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174777 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161233 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157959 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439840.000000 Penalty: 84149.148438
Iteration 394Q: 25 clusters Score -1.804398e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88916 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 29220 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90388 members 
Mstep: Class 6 contains 70950 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163823 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159503 members 
Mstep: Class 12 contains 95206 members 
Mstep: Class 13 contains 157977 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174798 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161218 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 157953 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440096.000000 Penalty: 84149.148438
Iteration 395Q: 25 clusters Score -1.804401e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88923 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 29258 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90380 members 
Mstep: Class 6 contains 70940 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163810 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159459 members 
Mstep: Class 12 contains 95200 members 
Mstep: Class 13 contains 157994 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174809 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161211 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 157967 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440176.000000 Penalty: 84149.148438
Iteration 396Q: 25 clusters Score -1.804402e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88924 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 29282 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90367 members 
Mstep: Class 6 contains 70933 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163809 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159425 members 
Mstep: Class 12 contains 95198 members 
Mstep: Class 13 contains 158013 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174820 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161200 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 157981 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439984.000000 Penalty: 84149.148438
Iteration 397Q: 25 clusters Score -1.8044e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88915 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 29322 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90340 members 
Mstep: Class 6 contains 70933 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163805 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159392 members 
Mstep: Class 12 contains 95192 members 
Mstep: Class 13 contains 158027 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174840 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161200 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 157986 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440016.000000 Penalty: 84149.148438
Iteration 398Q: 25 clusters Score -1.8044e+08 nChanged 356
Entering ConstructFrom: 
Score: -180440016.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (88906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88906 members 
Entering Unmasked Estep 
Score: -11784915.000000 Penalty: 2826.043213
	Iteration 0F: 2 clusters Score -1.178492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -11725586.000000 Penalty: 5652.086426
	Iteration 0F: 3 clusters Score -1.172559e+07 nChanged 41942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -11749175.000000 Penalty: 5652.086426
	Iteration 1F: 3 clusters Score -1.174918e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -11749737.000000 Penalty: 5652.086426
	Iteration 2Q: 3 clusters Score -1.174974e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -11750537.000000 Penalty: 5652.086426
	Iteration 3Q: 3 clusters Score -1.175054e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -11751435.000000 Penalty: 5652.086426
	Iteration 4Q: 3 clusters Score -1.175144e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49185 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -11752675.000000 Penalty: 5652.086426
	Iteration 5Q: 3 clusters Score -1.175268e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51422 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -11754555.000000 Penalty: 5652.086426
	Iteration 6Q: 3 clusters Score -1.175456e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -11757091.000000 Penalty: 5652.086426
	Iteration 7Q: 3 clusters Score -1.175709e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57267 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -11760217.000000 Penalty: 5652.086426
	Iteration 8F: 3 clusters Score -1.176022e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60263 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -11763707.000000 Penalty: 5652.086426
	Iteration 9F: 3 clusters Score -1.176371e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62833 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -11767049.000000 Penalty: 5652.086426
	Iteration 10F: 3 clusters Score -1.176705e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64742 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -11770025.000000 Penalty: 5652.086426
	Iteration 11Q: 3 clusters Score -1.177002e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66043 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -11772008.000000 Penalty: 5652.086426
	Iteration 12Q: 3 clusters Score -1.177201e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67191 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -11772998.000000 Penalty: 5652.086426
	Iteration 13Q: 3 clusters Score -1.1773e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -11773555.000000 Penalty: 5652.086426
	Iteration 14Q: 3 clusters Score -1.177356e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69480 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -11773998.000000 Penalty: 5652.086426
	Iteration 15Q: 3 clusters Score -1.1774e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70630 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -11774307.000000 Penalty: 5652.086426
	Iteration 16Q: 3 clusters Score -1.177431e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71842 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -11774674.000000 Penalty: 5652.086426
	Iteration 17Q: 3 clusters Score -1.177467e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73078 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -11775099.000000 Penalty: 5652.086426
	Iteration 18Q: 3 clusters Score -1.17751e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74401 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -11775522.000000 Penalty: 5652.086426
	Iteration 19Q: 3 clusters Score -1.177552e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75780 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -11776000.000000 Penalty: 5652.086426
	Iteration 20F: 3 clusters Score -1.1776e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77156 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -11776519.000000 Penalty: 5652.086426
	Iteration 21Q: 3 clusters Score -1.177652e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78561 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -11777095.000000 Penalty: 5652.086426
	Iteration 22Q: 3 clusters Score -1.17771e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79909 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -11777686.000000 Penalty: 5652.086426
	Iteration 23Q: 3 clusters Score -1.177769e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81194 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -11778255.000000 Penalty: 5652.086426
	Iteration 24Q: 3 clusters Score -1.177826e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82458 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -11778895.000000 Penalty: 5652.086426
	Iteration 25Q: 3 clusters Score -1.17789e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83648 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -11779513.000000 Penalty: 5652.086426
	Iteration 26Q: 3 clusters Score -1.177951e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84721 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -11780149.000000 Penalty: 5652.086426
	Iteration 27Q: 3 clusters Score -1.178015e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85653 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -11780722.000000 Penalty: 5652.086426
	Iteration 28Q: 3 clusters Score -1.178072e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86398 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -11781162.000000 Penalty: 5652.086426
	Iteration 29Q: 3 clusters Score -1.178116e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86959 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -11781527.000000 Penalty: 5652.086426
	Iteration 30Q: 3 clusters Score -1.178153e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87355 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -11781794.000000 Penalty: 5652.086426
	Iteration 31Q: 3 clusters Score -1.178179e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87641 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -11781950.000000 Penalty: 5652.086426
	Iteration 32Q: 3 clusters Score -1.178195e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87834 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -11782064.000000 Penalty: 5652.086426
	Iteration 33Q: 3 clusters Score -1.178206e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87959 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -11782161.000000 Penalty: 5652.086426
	Iteration 34Q: 3 clusters Score -1.178216e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88072 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -11782260.000000 Penalty: 5652.086426
	Iteration 35Q: 3 clusters Score -1.178226e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88153 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -11782321.000000 Penalty: 5652.086426
	Iteration 36Q: 3 clusters Score -1.178232e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88205 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -11782373.000000 Penalty: 5652.086426
	Iteration 37Q: 3 clusters Score -1.178237e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88253 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -11782397.000000 Penalty: 5652.086426
	Iteration 38Q: 3 clusters Score -1.17824e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88275 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -11782448.000000 Penalty: 5652.086426
	Iteration 39Q: 3 clusters Score -1.178245e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88299 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -11782471.000000 Penalty: 5652.086426
	Iteration 40F: 3 clusters Score -1.178247e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88318 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -11782482.000000 Penalty: 5652.086426
	Iteration 41Q: 3 clusters Score -1.178248e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88331 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -11782490.000000 Penalty: 5652.086426
	Iteration 42Q: 3 clusters Score -1.178249e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88344 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -11782497.000000 Penalty: 5652.086426
	Iteration 43Q: 3 clusters Score -1.17825e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88355 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -11782505.000000 Penalty: 5652.086426
	Iteration 44Q: 3 clusters Score -1.17825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88365 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -11782522.000000 Penalty: 5652.086426
	Iteration 45Q: 3 clusters Score -1.178252e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88368 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -11782529.000000 Penalty: 5652.086426
	Iteration 46Q: 3 clusters Score -1.178253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88369 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11782523.000000 Penalty: 5652.086426
	Iteration 47Q: 3 clusters Score -1.178252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88373 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -11782528.000000 Penalty: 5652.086426
	Iteration 48Q: 3 clusters Score -1.178253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88376 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -11782528.000000 Penalty: 5652.086426
	Iteration 49Q: 3 clusters Score -1.178253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88379 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -11782541.000000 Penalty: 5652.086426
	Iteration 50Q: 3 clusters Score -1.178254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88381 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -11782541.000000 Penalty: 5652.086426
	Iteration 51Q: 3 clusters Score -1.178254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88381 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -11782541.000000 Penalty: 5652.086426
	Iteration 52F: 3 clusters Score -1.178254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Entering Unmasked Estep 
Score: -908196.312500 Penalty: 2201.487061
	Iteration 0F: 2 clusters Score -908196.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -902435.625000 Penalty: 4402.974121
	Iteration 0F: 3 clusters Score -902435.6 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -904046.437500 Penalty: 4402.974121
	Iteration 1F: 3 clusters Score -904046.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -904482.187500 Penalty: 4402.974121
	Iteration 2F: 3 clusters Score -904482.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -904798.375000 Penalty: 4402.974121
	Iteration 3F: 3 clusters Score -904798.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -905081.125000 Penalty: 4402.974121
	Iteration 4F: 3 clusters Score -905081.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -905342.875000 Penalty: 4402.974121
	Iteration 5F: 3 clusters Score -905342.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -905569.000000 Penalty: 4402.974121
	Iteration 6F: 3 clusters Score -905569 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -905783.687500 Penalty: 4402.974121
	Iteration 7Q: 3 clusters Score -905783.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -905986.687500 Penalty: 4402.974121
	Iteration 8Q: 3 clusters Score -905986.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -906153.250000 Penalty: 4402.974121
	Iteration 9Q: 3 clusters Score -906153.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -906267.125000 Penalty: 4402.974121
	Iteration 10Q: 3 clusters Score -906267.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -906354.125000 Penalty: 4402.974121
	Iteration 11Q: 3 clusters Score -906354.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -906432.312500 Penalty: 4402.974121
	Iteration 12Q: 3 clusters Score -906432.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -906496.000000 Penalty: 4402.974121
	Iteration 13Q: 3 clusters Score -906496 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -906531.625000 Penalty: 4402.974121
	Iteration 14Q: 3 clusters Score -906531.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -906556.937500 Penalty: 4402.974121
	Iteration 15Q: 3 clusters Score -906556.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -906577.375000 Penalty: 4402.974121
	Iteration 16Q: 3 clusters Score -906577.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -906598.562500 Penalty: 4402.974121
	Iteration 17Q: 3 clusters Score -906598.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -906615.750000 Penalty: 4402.974121
	Iteration 18Q: 3 clusters Score -906615.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -906629.125000 Penalty: 4402.974121
	Iteration 19Q: 3 clusters Score -906629.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -906646.812500 Penalty: 4402.974121
	Iteration 20F: 3 clusters Score -906646.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -906660.187500 Penalty: 4402.974121
	Iteration 21Q: 3 clusters Score -906660.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -906670.937500 Penalty: 4402.974121
	Iteration 22Q: 3 clusters Score -906670.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -906679.812500 Penalty: 4402.974121
	Iteration 23Q: 3 clusters Score -906679.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -906685.375000 Penalty: 4402.974121
	Iteration 24Q: 3 clusters Score -906685.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -906692.750000 Penalty: 4402.974121
	Iteration 25Q: 3 clusters Score -906692.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -906703.250000 Penalty: 4402.974121
	Iteration 26Q: 3 clusters Score -906703.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -906717.250000 Penalty: 4402.974121
	Iteration 27Q: 3 clusters Score -906717.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -906724.750000 Penalty: 4402.974121
	Iteration 28Q: 3 clusters Score -906724.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -906732.937500 Penalty: 4402.974121
	Iteration 29Q: 3 clusters Score -906732.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -906736.312500 Penalty: 4402.974121
	Iteration 30Q: 3 clusters Score -906736.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -906741.375000 Penalty: 4402.974121
	Iteration 31Q: 3 clusters Score -906741.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -906744.250000 Penalty: 4402.974121
	Iteration 32Q: 3 clusters Score -906744.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -906748.875000 Penalty: 4402.974121
	Iteration 33Q: 3 clusters Score -906748.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -906751.250000 Penalty: 4402.974121
	Iteration 34Q: 3 clusters Score -906751.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -906751.687500 Penalty: 4402.974121
	Iteration 35Q: 3 clusters Score -906751.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -906754.062500 Penalty: 4402.974121
	Iteration 36Q: 3 clusters Score -906754.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -906756.500000 Penalty: 4402.974121
	Iteration 37Q: 3 clusters Score -906756.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -906757.625000 Penalty: 4402.974121
	Iteration 38Q: 3 clusters Score -906757.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -906759.687500 Penalty: 4402.974121
	Iteration 39Q: 3 clusters Score -906759.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -906760.687500 Penalty: 4402.974121
	Iteration 40F: 3 clusters Score -906760.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -906760.687500 Penalty: 4402.974121
	Iteration 41Q: 3 clusters Score -906760.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -906763.375000 Penalty: 4402.974121
	Iteration 42Q: 3 clusters Score -906763.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -906765.125000 Penalty: 4402.974121
	Iteration 43Q: 3 clusters Score -906765.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -906766.500000 Penalty: 4402.974121
	Iteration 44Q: 3 clusters Score -906766.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -906770.375000 Penalty: 4402.974121
	Iteration 45Q: 3 clusters Score -906770.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -906776.187500 Penalty: 4402.974121
	Iteration 46Q: 3 clusters Score -906776.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -906778.750000 Penalty: 4402.974121
	Iteration 47Q: 3 clusters Score -906778.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -906785.437500 Penalty: 4402.974121
	Iteration 48Q: 3 clusters Score -906785.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -906791.187500 Penalty: 4402.974121
	Iteration 49Q: 3 clusters Score -906791.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -906795.937500 Penalty: 4402.974121
	Iteration 50Q: 3 clusters Score -906795.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -906799.875000 Penalty: 4402.974121
	Iteration 51Q: 3 clusters Score -906799.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -906802.062500 Penalty: 4402.974121
	Iteration 52Q: 3 clusters Score -906802.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -906806.125000 Penalty: 4402.974121
	Iteration 53Q: 3 clusters Score -906806.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -906807.937500 Penalty: 4402.974121
	Iteration 54Q: 3 clusters Score -906807.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -906809.500000 Penalty: 4402.974121
	Iteration 55Q: 3 clusters Score -906809.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -906809.562500 Penalty: 4402.974121
	Iteration 56Q: 3 clusters Score -906809.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -906812.125000 Penalty: 4402.974121
	Iteration 57Q: 3 clusters Score -906812.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -906812.500000 Penalty: 4402.974121
	Iteration 58Q: 3 clusters Score -906812.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -906817.062500 Penalty: 4402.974121
	Iteration 59Q: 3 clusters Score -906817.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -906819.562500 Penalty: 4402.974121
	Iteration 60F: 3 clusters Score -906819.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -906821.500000 Penalty: 4402.974121
	Iteration 61Q: 3 clusters Score -906821.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -906827.875000 Penalty: 4402.974121
	Iteration 62Q: 3 clusters Score -906827.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -906831.625000 Penalty: 4402.974121
	Iteration 63Q: 3 clusters Score -906831.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -906837.000000 Penalty: 4402.974121
	Iteration 64Q: 3 clusters Score -906837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -906843.250000 Penalty: 4402.974121
	Iteration 65Q: 3 clusters Score -906843.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -906845.937500 Penalty: 4402.974121
	Iteration 66Q: 3 clusters Score -906845.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -906849.125000 Penalty: 4402.974121
	Iteration 67Q: 3 clusters Score -906849.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -906848.187500 Penalty: 4402.974121
	Iteration 68Q: 3 clusters Score -906848.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -906852.187500 Penalty: 4402.974121
	Iteration 69Q: 3 clusters Score -906852.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -906849.500000 Penalty: 4402.974121
	Iteration 70Q: 3 clusters Score -906849.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -906850.375000 Penalty: 4402.974121
	Iteration 71Q: 3 clusters Score -906850.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -906851.375000 Penalty: 4402.974121
	Iteration 72Q: 3 clusters Score -906851.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -906854.312500 Penalty: 4402.974121
	Iteration 73Q: 3 clusters Score -906854.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -906854.187500 Penalty: 4402.974121
	Iteration 74Q: 3 clusters Score -906854.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -906857.312500 Penalty: 4402.974121
	Iteration 75Q: 3 clusters Score -906857.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -906860.250000 Penalty: 4402.974121
	Iteration 76Q: 3 clusters Score -906860.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -906860.250000 Penalty: 4402.974121
	Iteration 77F: 3 clusters Score -906860.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Entering Unmasked Estep 
Score: -4119052.250000 Penalty: 2551.289307
	Iteration 0F: 2 clusters Score -4119052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -4098879.000000 Penalty: 5102.578613
	Iteration 0F: 3 clusters Score -4098879 nChanged 13203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -4106011.750000 Penalty: 5102.578613
	Iteration 1F: 3 clusters Score -4106012 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -4106381.250000 Penalty: 5102.578613
	Iteration 2Q: 3 clusters Score -4106381 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -4106666.250000 Penalty: 5102.578613
	Iteration 3Q: 3 clusters Score -4106666 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -4106865.000000 Penalty: 5102.578613
	Iteration 4Q: 3 clusters Score -4106865 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -4107091.500000 Penalty: 5102.578613
	Iteration 5Q: 3 clusters Score -4107092 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -4107358.750000 Penalty: 5102.578613
	Iteration 6Q: 3 clusters Score -4107359 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -4107709.000000 Penalty: 5102.578613
	Iteration 7Q: 3 clusters Score -4107709 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -4108263.000000 Penalty: 5102.578613
	Iteration 8Q: 3 clusters Score -4108263 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -4109077.250000 Penalty: 5102.578613
	Iteration 9F: 3 clusters Score -4109077 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -4110352.750000 Penalty: 5102.578613
	Iteration 10F: 3 clusters Score -4110353 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -4112185.000000 Penalty: 5102.578613
	Iteration 11F: 3 clusters Score -4112185 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -4114014.250000 Penalty: 5102.578613
	Iteration 12F: 3 clusters Score -4114014 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4115398.250000 Penalty: 5102.578613
	Iteration 13Q: 3 clusters Score -4115398 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4116193.500000 Penalty: 5102.578613
	Iteration 14Q: 3 clusters Score -4116194 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4116529.250000 Penalty: 5102.578613
	Iteration 15Q: 3 clusters Score -4116529 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4116673.000000 Penalty: 5102.578613
	Iteration 16Q: 3 clusters Score -4116673 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4116741.500000 Penalty: 5102.578613
	Iteration 17Q: 3 clusters Score -4116742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4116779.750000 Penalty: 5102.578613
	Iteration 18Q: 3 clusters Score -4116780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4116800.500000 Penalty: 5102.578613
	Iteration 19Q: 3 clusters Score -4116800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4116809.750000 Penalty: 5102.578613
	Iteration 20F: 3 clusters Score -4116810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4116811.750000 Penalty: 5102.578613
	Iteration 21Q: 3 clusters Score -4116812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4116812.250000 Penalty: 5102.578613
	Iteration 22Q: 3 clusters Score -4116812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4116814.500000 Penalty: 5102.578613
	Iteration 23Q: 3 clusters Score -4116814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4116814.500000 Penalty: 5102.578613
	Iteration 24F: 3 clusters Score -4116814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -38128.039062 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -38128.04 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: -36795.207031 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -36795.21 nChanged 50
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: -36932.789062 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -36932.79 nChanged 9
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: -36963.140625 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -36963.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36979.921875 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -36979.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37001.679688 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -37001.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37020.277344 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -37020.28 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: -37036.285156 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -37036.29 nChanged 3
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: -37050.070312 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -37050.07 nChanged 2
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: -37059.949219 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -37059.95 nChanged 2
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: -37077.382812 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -37077.38 nChanged 4
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: -37091.449219 Penalty: 2868.777344
	Iteration 10Q: 3 clusters Score -37091.45 nChanged 2
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: -37101.050781 Penalty: 2868.777344
	Iteration 11Q: 3 clusters Score -37101.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37109.148438 Penalty: 2868.777344
	Iteration 12Q: 3 clusters Score -37109.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37115.085938 Penalty: 2868.777344
	Iteration 13Q: 3 clusters Score -37115.09 nChanged 1
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: -37127.839844 Penalty: 2868.777344
	Iteration 14Q: 3 clusters Score -37127.84 nChanged 3
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: -37177.359375 Penalty: 2868.777344
	Iteration 15Q: 3 clusters Score -37177.36 nChanged 10
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: -37330.910156 Penalty: 2868.777344
	Iteration 16Q: 3 clusters Score -37330.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37365.753906 Penalty: 2868.777344
	Iteration 17Q: 3 clusters Score -37365.75 nChanged 3
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: -37384.285156 Penalty: 2868.777344
	Iteration 18Q: 3 clusters Score -37384.29 nChanged 3
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: -37397.074219 Penalty: 2868.777344
	Iteration 19Q: 3 clusters Score -37397.07 nChanged 1
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: -37405.140625 Penalty: 2868.777344
	Iteration 20F: 3 clusters Score -37405.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -37415.136719 Penalty: 2868.777344
	Iteration 21Q: 3 clusters Score -37415.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37437.750000 Penalty: 2868.777344
	Iteration 22Q: 3 clusters Score -37437.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37458.328125 Penalty: 2868.777344
	Iteration 23Q: 3 clusters Score -37458.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -37471.246094 Penalty: 2868.777344
	Iteration 24Q: 3 clusters Score -37471.25 nChanged 2
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: -37484.906250 Penalty: 2868.777344
	Iteration 25Q: 3 clusters Score -37484.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -37491.687500 Penalty: 2868.777344
	Iteration 26Q: 3 clusters Score -37491.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -37499.656250 Penalty: 2868.777344
	Iteration 27Q: 3 clusters Score -37499.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37526.937500 Penalty: 2868.777344
	Iteration 28Q: 3 clusters Score -37526.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -37565.339844 Penalty: 2868.777344
	Iteration 29Q: 3 clusters Score -37565.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -37616.468750 Penalty: 2868.777344
	Iteration 30Q: 3 clusters Score -37616.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -37710.136719 Penalty: 2868.777344
	Iteration 31Q: 3 clusters Score -37710.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -38032.585938 Penalty: 2868.777344
	Iteration 32Q: 3 clusters Score -38032.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -38097.925781 Penalty: 2868.777344
	Iteration 33Q: 3 clusters Score -38097.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -38144.453125 Penalty: 2868.777344
	Iteration 34Q: 3 clusters Score -38144.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -38179.871094 Penalty: 2868.777344
	Iteration 35Q: 3 clusters Score -38179.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -38206.000000 Penalty: 2868.777344
	Iteration 36Q: 3 clusters Score -38206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -38263.136719 Penalty: 2868.777344
	Iteration 37Q: 3 clusters Score -38263.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -38265.835938 Penalty: 2868.777344
	Iteration 38F: 3 clusters Score -38265.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -38281.226562 Penalty: 2868.777344
	Iteration 39Q: 3 clusters Score -38281.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -38302.183594 Penalty: 2868.777344
	Iteration 40F: 3 clusters Score -38302.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -38331.304688 Penalty: 2868.777344
	Iteration 41Q: 3 clusters Score -38331.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -38361.523438 Penalty: 2868.777344
	Iteration 42Q: 3 clusters Score -38361.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -38393.949219 Penalty: 2868.777344
	Iteration 43Q: 3 clusters Score -38393.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -38393.949219 Penalty: 2868.777344
	Iteration 44F: 3 clusters Score -38393.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88906 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 29362 members 
Mstep: Class 4 contains 217 members 
Mstep: Class 5 contains 90315 members 
Mstep: Class 6 contains 70938 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163815 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159373 members 
Mstep: Class 12 contains 95185 members 
Mstep: Class 13 contains 158026 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174844 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161205 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 157983 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 108 members 
Entering Unmasked Estep 
Score: -180439008.000000 Penalty: 87655.367188
Splitting cluster 4 changes total score from -180440016.000000 to -180439008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (90315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90315 members 
Entering Unmasked Estep 
Score: -12186907.000000 Penalty: 2829.942383
	Iteration 0F: 2 clusters Score -1.218691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -12126237.000000 Penalty: 5659.884766
	Iteration 0F: 3 clusters Score -1.212624e+07 nChanged 42689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -12150351.000000 Penalty: 5659.884766
	Iteration 1F: 3 clusters Score -1.215035e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -12150949.000000 Penalty: 5659.884766
	Iteration 2Q: 3 clusters Score -1.215095e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -12151632.000000 Penalty: 5659.884766
	Iteration 3Q: 3 clusters Score -1.215163e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49861 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -12152542.000000 Penalty: 5659.884766
	Iteration 4Q: 3 clusters Score -1.215254e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -12153731.000000 Penalty: 5659.884766
	Iteration 5Q: 3 clusters Score -1.215373e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -12155733.000000 Penalty: 5659.884766
	Iteration 6Q: 3 clusters Score -1.215573e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60803 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -12158821.000000 Penalty: 5659.884766
	Iteration 7F: 3 clusters Score -1.215882e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66704 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -12163442.000000 Penalty: 5659.884766
	Iteration 8F: 3 clusters Score -1.216344e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73055 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -12168844.000000 Penalty: 5659.884766
	Iteration 9F: 3 clusters Score -1.216884e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78713 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -12174026.000000 Penalty: 5659.884766
	Iteration 10F: 3 clusters Score -1.217403e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83027 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -12178016.000000 Penalty: 5659.884766
	Iteration 11Q: 3 clusters Score -1.217802e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85998 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -12180646.000000 Penalty: 5659.884766
	Iteration 12Q: 3 clusters Score -1.218065e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87914 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -12182353.000000 Penalty: 5659.884766
	Iteration 13Q: 3 clusters Score -1.218235e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89038 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -12183325.000000 Penalty: 5659.884766
	Iteration 14Q: 3 clusters Score -1.218332e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89565 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -12183826.000000 Penalty: 5659.884766
	Iteration 15Q: 3 clusters Score -1.218383e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89804 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -12184064.000000 Penalty: 5659.884766
	Iteration 16Q: 3 clusters Score -1.218406e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89902 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -12184147.000000 Penalty: 5659.884766
	Iteration 17Q: 3 clusters Score -1.218415e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89962 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -12184216.000000 Penalty: 5659.884766
	Iteration 18Q: 3 clusters Score -1.218422e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90002 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -12184265.000000 Penalty: 5659.884766
	Iteration 19Q: 3 clusters Score -1.218426e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90021 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -12184292.000000 Penalty: 5659.884766
	Iteration 20F: 3 clusters Score -1.218429e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90038 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -12184319.000000 Penalty: 5659.884766
	Iteration 21Q: 3 clusters Score -1.218432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90051 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -12184342.000000 Penalty: 5659.884766
	Iteration 22Q: 3 clusters Score -1.218434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90054 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -12184360.000000 Penalty: 5659.884766
	Iteration 23Q: 3 clusters Score -1.218436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -12184359.000000 Penalty: 5659.884766
	Iteration 24Q: 3 clusters Score -1.218436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90061 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -12184357.000000 Penalty: 5659.884766
	Iteration 25Q: 3 clusters Score -1.218436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90064 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -12184357.000000 Penalty: 5659.884766
	Iteration 26Q: 3 clusters Score -1.218436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90065 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -12184359.000000 Penalty: 5659.884766
	Iteration 27Q: 3 clusters Score -1.218436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90067 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -12184371.000000 Penalty: 5659.884766
	Iteration 28Q: 3 clusters Score -1.218437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90069 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -12184366.000000 Penalty: 5659.884766
	Iteration 29Q: 3 clusters Score -1.218437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90069 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -12184374.000000 Penalty: 5659.884766
	Iteration 30Q: 3 clusters Score -1.218437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90072 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -12184387.000000 Penalty: 5659.884766
	Iteration 31Q: 3 clusters Score -1.218439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90074 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -12184396.000000 Penalty: 5659.884766
	Iteration 32Q: 3 clusters Score -1.21844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90077 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -12184413.000000 Penalty: 5659.884766
	Iteration 33Q: 3 clusters Score -1.218441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90077 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -12184417.000000 Penalty: 5659.884766
	Iteration 34Q: 3 clusters Score -1.218442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90079 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -12184428.000000 Penalty: 5659.884766
	Iteration 35Q: 3 clusters Score -1.218443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90082 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -12184431.000000 Penalty: 5659.884766
	Iteration 36Q: 3 clusters Score -1.218443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90085 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -12184436.000000 Penalty: 5659.884766
	Iteration 37Q: 3 clusters Score -1.218444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90087 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -12184440.000000 Penalty: 5659.884766
	Iteration 38Q: 3 clusters Score -1.218444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90091 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -12184453.000000 Penalty: 5659.884766
	Iteration 39Q: 3 clusters Score -1.218445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90095 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -12184461.000000 Penalty: 5659.884766
	Iteration 40F: 3 clusters Score -1.218446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90099 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -12184460.000000 Penalty: 5659.884766
	Iteration 41Q: 3 clusters Score -1.218446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90100 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -12184476.000000 Penalty: 5659.884766
	Iteration 42Q: 3 clusters Score -1.218448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90102 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -12184475.000000 Penalty: 5659.884766
	Iteration 43Q: 3 clusters Score -1.218448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90102 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -12184475.000000 Penalty: 5659.884766
	Iteration 44F: 3 clusters Score -1.218448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70938 members 
Entering Unmasked Estep 
Score: -9560073.000000 Penalty: 2770.051270
	Iteration 0F: 2 clusters Score -9560073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -9512669.000000 Penalty: 5540.102539
	Iteration 0F: 3 clusters Score -9512669 nChanged 33068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -9531607.000000 Penalty: 5540.102539
	Iteration 1F: 3 clusters Score -9531607 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -9532775.000000 Penalty: 5540.102539
	Iteration 2Q: 3 clusters Score -9532775 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -9534302.000000 Penalty: 5540.102539
	Iteration 3Q: 3 clusters Score -9534302 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -9536706.000000 Penalty: 5540.102539
	Iteration 4F: 3 clusters Score -9536706 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -9539988.000000 Penalty: 5540.102539
	Iteration 5F: 3 clusters Score -9539988 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -9543701.000000 Penalty: 5540.102539
	Iteration 6F: 3 clusters Score -9543701 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 51246 members 
Entering Unmasked Estep 
Score: -9547190.000000 Penalty: 5540.102539
	Iteration 7F: 3 clusters Score -9547190 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -9550047.000000 Penalty: 5540.102539
	Iteration 8F: 3 clusters Score -9550047 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -9552451.000000 Penalty: 5540.102539
	Iteration 9Q: 3 clusters Score -9552451 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -9554361.000000 Penalty: 5540.102539
	Iteration 10Q: 3 clusters Score -9554361 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 61039 members 
Entering Unmasked Estep 
Score: -9555671.000000 Penalty: 5540.102539
	Iteration 11Q: 3 clusters Score -9555671 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 62199 members 
Entering Unmasked Estep 
Score: -9556414.000000 Penalty: 5540.102539
	Iteration 12Q: 3 clusters Score -9556414 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 63114 members 
Entering Unmasked Estep 
Score: -9556908.000000 Penalty: 5540.102539
	Iteration 13Q: 3 clusters Score -9556908 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 63832 members 
Entering Unmasked Estep 
Score: -9557194.000000 Penalty: 5540.102539
	Iteration 14Q: 3 clusters Score -9557194 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 64439 members 
Entering Unmasked Estep 
Score: -9557457.000000 Penalty: 5540.102539
	Iteration 15Q: 3 clusters Score -9557457 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 64980 members 
Entering Unmasked Estep 
Score: -9557641.000000 Penalty: 5540.102539
	Iteration 16Q: 3 clusters Score -9557641 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 65445 members 
Entering Unmasked Estep 
Score: -9557773.000000 Penalty: 5540.102539
	Iteration 17Q: 3 clusters Score -9557773 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 65900 members 
Entering Unmasked Estep 
Score: -9557959.000000 Penalty: 5540.102539
	Iteration 18Q: 3 clusters Score -9557959 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 66276 members 
Entering Unmasked Estep 
Score: -9558066.000000 Penalty: 5540.102539
	Iteration 19Q: 3 clusters Score -9558066 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 66615 members 
Entering Unmasked Estep 
Score: -9558192.000000 Penalty: 5540.102539
	Iteration 20F: 3 clusters Score -9558192 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 66930 members 
Entering Unmasked Estep 
Score: -9558262.000000 Penalty: 5540.102539
	Iteration 21Q: 3 clusters Score -9558262 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 67211 members 
Entering Unmasked Estep 
Score: -9558333.000000 Penalty: 5540.102539
	Iteration 22Q: 3 clusters Score -9558333 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 67446 members 
Entering Unmasked Estep 
Score: -9558384.000000 Penalty: 5540.102539
	Iteration 23Q: 3 clusters Score -9558384 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 67643 members 
Entering Unmasked Estep 
Score: -9558422.000000 Penalty: 5540.102539
	Iteration 24Q: 3 clusters Score -9558422 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 67809 members 
Entering Unmasked Estep 
Score: -9558464.000000 Penalty: 5540.102539
	Iteration 25Q: 3 clusters Score -9558464 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 67958 members 
Entering Unmasked Estep 
Score: -9558503.000000 Penalty: 5540.102539
	Iteration 26Q: 3 clusters Score -9558503 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 68079 members 
Entering Unmasked Estep 
Score: -9558532.000000 Penalty: 5540.102539
	Iteration 27Q: 3 clusters Score -9558532 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 68202 members 
Entering Unmasked Estep 
Score: -9558556.000000 Penalty: 5540.102539
	Iteration 28Q: 3 clusters Score -9558556 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 68319 members 
Entering Unmasked Estep 
Score: -9558586.000000 Penalty: 5540.102539
	Iteration 29Q: 3 clusters Score -9558586 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 68424 members 
Entering Unmasked Estep 
Score: -9558610.000000 Penalty: 5540.102539
	Iteration 30Q: 3 clusters Score -9558610 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 68511 members 
Entering Unmasked Estep 
Score: -9558646.000000 Penalty: 5540.102539
	Iteration 31Q: 3 clusters Score -9558646 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 68589 members 
Entering Unmasked Estep 
Score: -9558676.000000 Penalty: 5540.102539
	Iteration 32Q: 3 clusters Score -9558676 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 68656 members 
Entering Unmasked Estep 
Score: -9558681.000000 Penalty: 5540.102539
	Iteration 33Q: 3 clusters Score -9558681 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 68711 members 
Entering Unmasked Estep 
Score: -9558701.000000 Penalty: 5540.102539
	Iteration 34Q: 3 clusters Score -9558701 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 68763 members 
Entering Unmasked Estep 
Score: -9558700.000000 Penalty: 5540.102539
	Iteration 35Q: 3 clusters Score -9558700 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 68823 members 
Entering Unmasked Estep 
Score: -9558719.000000 Penalty: 5540.102539
	Iteration 36Q: 3 clusters Score -9558719 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 68881 members 
Entering Unmasked Estep 
Score: -9558757.000000 Penalty: 5540.102539
	Iteration 37Q: 3 clusters Score -9558757 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 68929 members 
Entering Unmasked Estep 
Score: -9558776.000000 Penalty: 5540.102539
	Iteration 38Q: 3 clusters Score -9558776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 68965 members 
Entering Unmasked Estep 
Score: -9558796.000000 Penalty: 5540.102539
	Iteration 39Q: 3 clusters Score -9558796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 68992 members 
Entering Unmasked Estep 
Score: -9558800.000000 Penalty: 5540.102539
	Iteration 40F: 3 clusters Score -9558800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 69010 members 
Entering Unmasked Estep 
Score: -9558805.000000 Penalty: 5540.102539
	Iteration 41Q: 3 clusters Score -9558805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 69030 members 
Entering Unmasked Estep 
Score: -9558798.000000 Penalty: 5540.102539
	Iteration 42Q: 3 clusters Score -9558798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 69053 members 
Entering Unmasked Estep 
Score: -9558799.000000 Penalty: 5540.102539
	Iteration 43Q: 3 clusters Score -9558799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 69073 members 
Entering Unmasked Estep 
Score: -9558796.000000 Penalty: 5540.102539
	Iteration 44Q: 3 clusters Score -9558796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 69090 members 
Entering Unmasked Estep 
Score: -9558802.000000 Penalty: 5540.102539
	Iteration 45Q: 3 clusters Score -9558802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 69106 members 
Entering Unmasked Estep 
Score: -9558821.000000 Penalty: 5540.102539
	Iteration 46Q: 3 clusters Score -9558821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 69115 members 
Entering Unmasked Estep 
Score: -9558828.000000 Penalty: 5540.102539
	Iteration 47Q: 3 clusters Score -9558828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 69125 members 
Entering Unmasked Estep 
Score: -9558828.000000 Penalty: 5540.102539
	Iteration 48Q: 3 clusters Score -9558828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 69138 members 
Entering Unmasked Estep 
Score: -9558808.000000 Penalty: 5540.102539
	Iteration 49Q: 3 clusters Score -9558808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 69148 members 
Entering Unmasked Estep 
Score: -9558814.000000 Penalty: 5540.102539
	Iteration 50Q: 3 clusters Score -9558814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 69151 members 
Entering Unmasked Estep 
Score: -9558819.000000 Penalty: 5540.102539
	Iteration 51Q: 3 clusters Score -9558819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 69155 members 
Entering Unmasked Estep 
Score: -9558822.000000 Penalty: 5540.102539
	Iteration 52Q: 3 clusters Score -9558822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 69160 members 
Entering Unmasked Estep 
Score: -9558831.000000 Penalty: 5540.102539
	Iteration 53Q: 3 clusters Score -9558831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 69163 members 
Entering Unmasked Estep 
Score: -9558830.000000 Penalty: 5540.102539
	Iteration 54Q: 3 clusters Score -9558830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 69168 members 
Entering Unmasked Estep 
Score: -9558825.000000 Penalty: 5540.102539
	Iteration 55Q: 3 clusters Score -9558825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 69172 members 
Entering Unmasked Estep 
Score: -9558833.000000 Penalty: 5540.102539
	Iteration 56Q: 3 clusters Score -9558833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 69173 members 
Entering Unmasked Estep 
Score: -9558832.000000 Penalty: 5540.102539
	Iteration 57Q: 3 clusters Score -9558832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 69174 members 
Entering Unmasked Estep 
Score: -9558827.000000 Penalty: 5540.102539
	Iteration 58Q: 3 clusters Score -9558827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 69175 members 
Entering Unmasked Estep 
Score: -9558833.000000 Penalty: 5540.102539
	Iteration 59Q: 3 clusters Score -9558833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 69177 members 
Entering Unmasked Estep 
Score: -9558828.000000 Penalty: 5540.102539
	Iteration 60F: 3 clusters Score -9558828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 69183 members 
Entering Unmasked Estep 
Score: -9558834.000000 Penalty: 5540.102539
	Iteration 61Q: 3 clusters Score -9558834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 69187 members 
Entering Unmasked Estep 
Score: -9558833.000000 Penalty: 5540.102539
	Iteration 62Q: 3 clusters Score -9558833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 69192 members 
Entering Unmasked Estep 
Score: -9558837.000000 Penalty: 5540.102539
	Iteration 63Q: 3 clusters Score -9558837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 69198 members 
Entering Unmasked Estep 
Score: -9558841.000000 Penalty: 5540.102539
	Iteration 64Q: 3 clusters Score -9558841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 69203 members 
Entering Unmasked Estep 
Score: -9558835.000000 Penalty: 5540.102539
	Iteration 65Q: 3 clusters Score -9558835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 69206 members 
Entering Unmasked Estep 
Score: -9558827.000000 Penalty: 5540.102539
	Iteration 66Q: 3 clusters Score -9558827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 69207 members 
Entering Unmasked Estep 
Score: -9558834.000000 Penalty: 5540.102539
	Iteration 67Q: 3 clusters Score -9558834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 69207 members 
Entering Unmasked Estep 
Score: -9558823.000000 Penalty: 5540.102539
	Iteration 68Q: 3 clusters Score -9558823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 69205 members 
Entering Unmasked Estep 
Score: -9558827.000000 Penalty: 5540.102539
	Iteration 69Q: 3 clusters Score -9558827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 69205 members 
Entering Unmasked Estep 
Score: -9558829.000000 Penalty: 5540.102539
	Iteration 70Q: 3 clusters Score -9558829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 69208 members 
Entering Unmasked Estep 
Score: -9558823.000000 Penalty: 5540.102539
	Iteration 71Q: 3 clusters Score -9558823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 69209 members 
Entering Unmasked Estep 
Score: -9558820.000000 Penalty: 5540.102539
	Iteration 72Q: 3 clusters Score -9558820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 69210 members 
Entering Unmasked Estep 
Score: -9558825.000000 Penalty: 5540.102539
	Iteration 73Q: 3 clusters Score -9558825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 69211 members 
Entering Unmasked Estep 
Score: -9558827.000000 Penalty: 5540.102539
	Iteration 74Q: 3 clusters Score -9558827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 69211 members 
Entering Unmasked Estep 
Score: -9558827.000000 Penalty: 5540.102539
	Iteration 75F: 3 clusters Score -9558827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -41274.535156 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -41274.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40017.843750 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -40017.84 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40832.289062 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -40832.29 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -41346.746094 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -41346.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41580.046875 Penalty: 3001.836182
	Iteration 3Q: 3 clusters Score -41580.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41688.066406 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -41688.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41748.652344 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -41748.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41771.121094 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -41771.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41802.250000 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -41802.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41818.285156 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -41818.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41820.601562 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -41820.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41822.570312 Penalty: 3001.836182
	Iteration 10F: 3 clusters Score -41822.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41835.410156 Penalty: 3001.836182
	Iteration 11Q: 3 clusters Score -41835.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41901.691406 Penalty: 3001.836182
	Iteration 12Q: 3 clusters Score -41901.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41973.062500 Penalty: 3001.836182
	Iteration 13Q: 3 clusters Score -41973.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42040.925781 Penalty: 3001.836182
	Iteration 14Q: 3 clusters Score -42040.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42126.792969 Penalty: 3001.836182
	Iteration 15Q: 3 clusters Score -42126.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42270.332031 Penalty: 3001.836182
	Iteration 16Q: 3 clusters Score -42270.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42283.582031 Penalty: 3001.836182
	Iteration 17Q: 3 clusters Score -42283.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -42287.476562 Penalty: 3001.836182
	Iteration 18Q: 3 clusters Score -42287.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -42287.476562 Penalty: 3001.836182
	Iteration 19F: 3 clusters Score -42287.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88906 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 29362 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90315 members 
Mstep: Class 6 contains 70938 members 
Mstep: Class 7 contains 216 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163815 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159373 members 
Mstep: Class 12 contains 95185 members 
Mstep: Class 13 contains 158026 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174844 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161205 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 157983 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 209 members 
Entering Unmasked Estep 
Score: -180439408.000000 Penalty: 87655.367188
Splitting cluster 7 changes total score from -180440016.000000 to -180439408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -71767.906250 Penalty: 1573.717773
	Iteration 0F: 2 clusters Score -71767.91 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 274 members 
Entering Unmasked Estep 
Score: -70144.757812 Penalty: 3147.435547
	Iteration 0F: 3 clusters Score -70144.76 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -70341.421875 Penalty: 3147.435547
	Iteration 1F: 3 clusters Score -70341.42 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -70427.062500 Penalty: 3147.435547
	Iteration 2F: 3 clusters Score -70427.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -70513.312500 Penalty: 3147.435547
	Iteration 3Q: 3 clusters Score -70513.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -70547.468750 Penalty: 3147.435547
	Iteration 4Q: 3 clusters Score -70547.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -70558.734375 Penalty: 3147.435547
	Iteration 5Q: 3 clusters Score -70558.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -70566.148438 Penalty: 3147.435547
	Iteration 6Q: 3 clusters Score -70566.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -70566.148438 Penalty: 3147.435547
	Iteration 7F: 3 clusters Score -70566.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (163815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163815 members 
Entering Unmasked Estep 
Score: -21916796.000000 Penalty: 2977.610107
	Iteration 0F: 2 clusters Score -2.19168e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81713 members 
Mstep: Class 2 contains 82102 members 
Entering Unmasked Estep 
Score: -21810586.000000 Penalty: 5955.220215
	Iteration 0F: 3 clusters Score -2.181059e+07 nChanged 78427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78330 members 
Mstep: Class 2 contains 85485 members 
Entering Unmasked Estep 
Score: -21856260.000000 Penalty: 5955.220215
	Iteration 1F: 3 clusters Score -2.185626e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75858 members 
Mstep: Class 2 contains 87957 members 
Entering Unmasked Estep 
Score: -21857488.000000 Penalty: 5955.220215
	Iteration 2Q: 3 clusters Score -2.185749e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71939 members 
Mstep: Class 2 contains 91876 members 
Entering Unmasked Estep 
Score: -21859164.000000 Penalty: 5955.220215
	Iteration 3Q: 3 clusters Score -2.185916e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66015 members 
Mstep: Class 2 contains 97800 members 
Entering Unmasked Estep 
Score: -21861750.000000 Penalty: 5955.220215
	Iteration 4Q: 3 clusters Score -2.186175e+07 nChanged 9474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57433 members 
Mstep: Class 2 contains 106382 members 
Entering Unmasked Estep 
Score: -21866260.000000 Penalty: 5955.220215
	Iteration 5F: 3 clusters Score -2.186626e+07 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 117696 members 
Entering Unmasked Estep 
Score: -21874252.000000 Penalty: 5955.220215
	Iteration 6F: 3 clusters Score -2.187425e+07 nChanged 13526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 130850 members 
Entering Unmasked Estep 
Score: -21885296.000000 Penalty: 5955.220215
	Iteration 7F: 3 clusters Score -2.18853e+07 nChanged 12900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 143568 members 
Entering Unmasked Estep 
Score: -21897720.000000 Penalty: 5955.220215
	Iteration 8F: 3 clusters Score -2.189772e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 153422 members 
Entering Unmasked Estep 
Score: -21907658.000000 Penalty: 5955.220215
	Iteration 9F: 3 clusters Score -2.190766e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 159520 members 
Entering Unmasked Estep 
Score: -21912400.000000 Penalty: 5955.220215
	Iteration 10Q: 3 clusters Score -2.19124e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 162138 members 
Entering Unmasked Estep 
Score: -21913644.000000 Penalty: 5955.220215
	Iteration 11Q: 3 clusters Score -2.191364e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 163047 members 
Entering Unmasked Estep 
Score: -21913986.000000 Penalty: 5955.220215
	Iteration 12Q: 3 clusters Score -2.191399e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 163321 members 
Entering Unmasked Estep 
Score: -21914116.000000 Penalty: 5955.220215
	Iteration 13Q: 3 clusters Score -2.191412e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 163417 members 
Entering Unmasked Estep 
Score: -21914186.000000 Penalty: 5955.220215
	Iteration 14Q: 3 clusters Score -2.191419e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 163465 members 
Entering Unmasked Estep 
Score: -21914214.000000 Penalty: 5955.220215
	Iteration 15Q: 3 clusters Score -2.191421e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 163481 members 
Entering Unmasked Estep 
Score: -21914246.000000 Penalty: 5955.220215
	Iteration 16Q: 3 clusters Score -2.191425e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 163497 members 
Entering Unmasked Estep 
Score: -21914246.000000 Penalty: 5955.220215
	Iteration 17Q: 3 clusters Score -2.191425e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 163506 members 
Entering Unmasked Estep 
Score: -21914264.000000 Penalty: 5955.220215
	Iteration 18Q: 3 clusters Score -2.191426e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 163511 members 
Entering Unmasked Estep 
Score: -21914250.000000 Penalty: 5955.220215
	Iteration 19Q: 3 clusters Score -2.191425e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 163517 members 
Entering Unmasked Estep 
Score: -21914270.000000 Penalty: 5955.220215
	Iteration 20F: 3 clusters Score -2.191427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 163519 members 
Entering Unmasked Estep 
Score: -21914284.000000 Penalty: 5955.220215
	Iteration 21Q: 3 clusters Score -2.191428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 163523 members 
Entering Unmasked Estep 
Score: -21914272.000000 Penalty: 5955.220215
	Iteration 22Q: 3 clusters Score -2.191427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 163522 members 
Entering Unmasked Estep 
Score: -21914260.000000 Penalty: 5955.220215
	Iteration 23Q: 3 clusters Score -2.191426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 163521 members 
Entering Unmasked Estep 
Score: -21914274.000000 Penalty: 5955.220215
	Iteration 24Q: 3 clusters Score -2.191427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 163521 members 
Entering Unmasked Estep 
Score: -21914282.000000 Penalty: 5955.220215
	Iteration 25Q: 3 clusters Score -2.191428e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 163523 members 
Entering Unmasked Estep 
Score: -21914286.000000 Penalty: 5955.220215
	Iteration 26Q: 3 clusters Score -2.191429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 163522 members 
Entering Unmasked Estep 
Score: -21914288.000000 Penalty: 5955.220215
	Iteration 27Q: 3 clusters Score -2.191429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 163522 members 
Entering Unmasked Estep 
Score: -21914288.000000 Penalty: 5955.220215
	Iteration 28F: 3 clusters Score -2.191429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Entering Unmasked Estep 
Score: -397084.812500 Penalty: 1985.413818
	Iteration 0F: 2 clusters Score -397084.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -393854.437500 Penalty: 3970.827637
	Iteration 0F: 3 clusters Score -393854.4 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -394707.031250 Penalty: 3970.827637
	Iteration 1F: 3 clusters Score -394707 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -395039.562500 Penalty: 3970.827637
	Iteration 2F: 3 clusters Score -395039.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -395233.156250 Penalty: 3970.827637
	Iteration 3F: 3 clusters Score -395233.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -395365.718750 Penalty: 3970.827637
	Iteration 4F: 3 clusters Score -395365.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -395486.093750 Penalty: 3970.827637
	Iteration 5Q: 3 clusters Score -395486.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -395590.375000 Penalty: 3970.827637
	Iteration 6Q: 3 clusters Score -395590.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -395711.343750 Penalty: 3970.827637
	Iteration 7Q: 3 clusters Score -395711.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -395838.093750 Penalty: 3970.827637
	Iteration 8Q: 3 clusters Score -395838.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -395948.281250 Penalty: 3970.827637
	Iteration 9Q: 3 clusters Score -395948.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -396047.187500 Penalty: 3970.827637
	Iteration 10Q: 3 clusters Score -396047.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -396114.562500 Penalty: 3970.827637
	Iteration 11Q: 3 clusters Score -396114.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -396168.781250 Penalty: 3970.827637
	Iteration 12Q: 3 clusters Score -396168.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -396214.968750 Penalty: 3970.827637
	Iteration 13Q: 3 clusters Score -396215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -396251.593750 Penalty: 3970.827637
	Iteration 14Q: 3 clusters Score -396251.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -396273.843750 Penalty: 3970.827637
	Iteration 15Q: 3 clusters Score -396273.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -396300.281250 Penalty: 3970.827637
	Iteration 16Q: 3 clusters Score -396300.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -396324.312500 Penalty: 3970.827637
	Iteration 17Q: 3 clusters Score -396324.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -396336.718750 Penalty: 3970.827637
	Iteration 18Q: 3 clusters Score -396336.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -396341.406250 Penalty: 3970.827637
	Iteration 19Q: 3 clusters Score -396341.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -396346.562500 Penalty: 3970.827637
	Iteration 20F: 3 clusters Score -396346.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -396347.312500 Penalty: 3970.827637
	Iteration 21Q: 3 clusters Score -396347.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -396350.156250 Penalty: 3970.827637
	Iteration 22Q: 3 clusters Score -396350.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -396351.625000 Penalty: 3970.827637
	Iteration 23Q: 3 clusters Score -396351.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -396354.531250 Penalty: 3970.827637
	Iteration 24Q: 3 clusters Score -396354.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -396361.125000 Penalty: 3970.827637
	Iteration 25Q: 3 clusters Score -396361.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -396371.625000 Penalty: 3970.827637
	Iteration 26Q: 3 clusters Score -396371.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -396377.250000 Penalty: 3970.827637
	Iteration 27Q: 3 clusters Score -396377.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -396384.062500 Penalty: 3970.827637
	Iteration 28Q: 3 clusters Score -396384.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -396388.625000 Penalty: 3970.827637
	Iteration 29Q: 3 clusters Score -396388.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -396390.750000 Penalty: 3970.827637
	Iteration 30Q: 3 clusters Score -396390.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -396390.750000 Penalty: 3970.827637
	Iteration 31F: 3 clusters Score -396390.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (159373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159373 members 
Entering Unmasked Estep 
Score: -21528474.000000 Penalty: 2970.792725
	Iteration 0F: 2 clusters Score -2.152847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79845 members 
Mstep: Class 2 contains 79528 members 
Entering Unmasked Estep 
Score: -21424038.000000 Penalty: 5941.585449
	Iteration 0F: 3 clusters Score -2.142404e+07 nChanged 75970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79227 members 
Mstep: Class 2 contains 80146 members 
Entering Unmasked Estep 
Score: -21467570.000000 Penalty: 5941.585449
	Iteration 1F: 3 clusters Score -2.146757e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78937 members 
Mstep: Class 2 contains 80436 members 
Entering Unmasked Estep 
Score: -21468856.000000 Penalty: 5941.585449
	Iteration 2Q: 3 clusters Score -2.146886e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78354 members 
Mstep: Class 2 contains 81019 members 
Entering Unmasked Estep 
Score: -21470406.000000 Penalty: 5941.585449
	Iteration 3Q: 3 clusters Score -2.147041e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77589 members 
Mstep: Class 2 contains 81784 members 
Entering Unmasked Estep 
Score: -21472260.000000 Penalty: 5941.585449
	Iteration 4Q: 3 clusters Score -2.147226e+07 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76554 members 
Mstep: Class 2 contains 82819 members 
Entering Unmasked Estep 
Score: -21474742.000000 Penalty: 5941.585449
	Iteration 5Q: 3 clusters Score -2.147474e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 83852 members 
Entering Unmasked Estep 
Score: -21477460.000000 Penalty: 5941.585449
	Iteration 6Q: 3 clusters Score -2.147746e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74401 members 
Mstep: Class 2 contains 84972 members 
Entering Unmasked Estep 
Score: -21479986.000000 Penalty: 5941.585449
	Iteration 7Q: 3 clusters Score -2.147999e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73134 members 
Mstep: Class 2 contains 86239 members 
Entering Unmasked Estep 
Score: -21482704.000000 Penalty: 5941.585449
	Iteration 8Q: 3 clusters Score -2.14827e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71714 members 
Mstep: Class 2 contains 87659 members 
Entering Unmasked Estep 
Score: -21484998.000000 Penalty: 5941.585449
	Iteration 9Q: 3 clusters Score -2.1485e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70103 members 
Mstep: Class 2 contains 89270 members 
Entering Unmasked Estep 
Score: -21486638.000000 Penalty: 5941.585449
	Iteration 10Q: 3 clusters Score -2.148664e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68079 members 
Mstep: Class 2 contains 91294 members 
Entering Unmasked Estep 
Score: -21487980.000000 Penalty: 5941.585449
	Iteration 11Q: 3 clusters Score -2.148798e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 93826 members 
Entering Unmasked Estep 
Score: -21489128.000000 Penalty: 5941.585449
	Iteration 12Q: 3 clusters Score -2.148913e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 96872 members 
Entering Unmasked Estep 
Score: -21490280.000000 Penalty: 5941.585449
	Iteration 13Q: 3 clusters Score -2.149028e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58864 members 
Mstep: Class 2 contains 100509 members 
Entering Unmasked Estep 
Score: -21491566.000000 Penalty: 5941.585449
	Iteration 14Q: 3 clusters Score -2.149157e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54452 members 
Mstep: Class 2 contains 104921 members 
Entering Unmasked Estep 
Score: -21493354.000000 Penalty: 5941.585449
	Iteration 15Q: 3 clusters Score -2.149335e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 110269 members 
Entering Unmasked Estep 
Score: -21495528.000000 Penalty: 5941.585449
	Iteration 16Q: 3 clusters Score -2.149553e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 116411 members 
Entering Unmasked Estep 
Score: -21498748.000000 Penalty: 5941.585449
	Iteration 17Q: 3 clusters Score -2.149875e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 123173 members 
Entering Unmasked Estep 
Score: -21502940.000000 Penalty: 5941.585449
	Iteration 18Q: 3 clusters Score -2.150294e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 130043 members 
Entering Unmasked Estep 
Score: -21507966.000000 Penalty: 5941.585449
	Iteration 19Q: 3 clusters Score -2.150797e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 136146 members 
Entering Unmasked Estep 
Score: -21512800.000000 Penalty: 5941.585449
	Iteration 20F: 3 clusters Score -2.15128e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 140781 members 
Entering Unmasked Estep 
Score: -21517038.000000 Penalty: 5941.585449
	Iteration 21Q: 3 clusters Score -2.151704e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 143870 members 
Entering Unmasked Estep 
Score: -21519748.000000 Penalty: 5941.585449
	Iteration 22Q: 3 clusters Score -2.151975e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 146005 members 
Entering Unmasked Estep 
Score: -21521628.000000 Penalty: 5941.585449
	Iteration 23Q: 3 clusters Score -2.152163e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 147594 members 
Entering Unmasked Estep 
Score: -21522662.000000 Penalty: 5941.585449
	Iteration 24Q: 3 clusters Score -2.152266e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 148946 members 
Entering Unmasked Estep 
Score: -21523488.000000 Penalty: 5941.585449
	Iteration 25Q: 3 clusters Score -2.152349e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 150144 members 
Entering Unmasked Estep 
Score: -21523992.000000 Penalty: 5941.585449
	Iteration 26Q: 3 clusters Score -2.152399e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 151234 members 
Entering Unmasked Estep 
Score: -21524440.000000 Penalty: 5941.585449
	Iteration 27Q: 3 clusters Score -2.152444e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 152164 members 
Entering Unmasked Estep 
Score: -21524834.000000 Penalty: 5941.585449
	Iteration 28Q: 3 clusters Score -2.152483e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 153008 members 
Entering Unmasked Estep 
Score: -21525012.000000 Penalty: 5941.585449
	Iteration 29Q: 3 clusters Score -2.152501e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 153761 members 
Entering Unmasked Estep 
Score: -21525288.000000 Penalty: 5941.585449
	Iteration 30Q: 3 clusters Score -2.152529e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 154450 members 
Entering Unmasked Estep 
Score: -21525454.000000 Penalty: 5941.585449
	Iteration 31Q: 3 clusters Score -2.152545e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 155083 members 
Entering Unmasked Estep 
Score: -21525656.000000 Penalty: 5941.585449
	Iteration 32Q: 3 clusters Score -2.152566e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 155597 members 
Entering Unmasked Estep 
Score: -21525806.000000 Penalty: 5941.585449
	Iteration 33Q: 3 clusters Score -2.152581e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 156059 members 
Entering Unmasked Estep 
Score: -21525822.000000 Penalty: 5941.585449
	Iteration 34Q: 3 clusters Score -2.152582e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 156485 members 
Entering Unmasked Estep 
Score: -21525924.000000 Penalty: 5941.585449
	Iteration 35Q: 3 clusters Score -2.152592e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 156833 members 
Entering Unmasked Estep 
Score: -21525980.000000 Penalty: 5941.585449
	Iteration 36Q: 3 clusters Score -2.152598e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 157101 members 
Entering Unmasked Estep 
Score: -21525948.000000 Penalty: 5941.585449
	Iteration 37Q: 3 clusters Score -2.152595e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 157360 members 
Entering Unmasked Estep 
Score: -21525998.000000 Penalty: 5941.585449
	Iteration 38Q: 3 clusters Score -2.1526e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 157589 members 
Entering Unmasked Estep 
Score: -21526034.000000 Penalty: 5941.585449
	Iteration 39Q: 3 clusters Score -2.152603e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 157773 members 
Entering Unmasked Estep 
Score: -21525980.000000 Penalty: 5941.585449
	Iteration 40F: 3 clusters Score -2.152598e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 157912 members 
Entering Unmasked Estep 
Score: -21526006.000000 Penalty: 5941.585449
	Iteration 41Q: 3 clusters Score -2.152601e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 158028 members 
Entering Unmasked Estep 
Score: -21526008.000000 Penalty: 5941.585449
	Iteration 42Q: 3 clusters Score -2.152601e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 158121 members 
Entering Unmasked Estep 
Score: -21526030.000000 Penalty: 5941.585449
	Iteration 43Q: 3 clusters Score -2.152603e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 158200 members 
Entering Unmasked Estep 
Score: -21526056.000000 Penalty: 5941.585449
	Iteration 44Q: 3 clusters Score -2.152606e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 158267 members 
Entering Unmasked Estep 
Score: -21526108.000000 Penalty: 5941.585449
	Iteration 45Q: 3 clusters Score -2.152611e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 158325 members 
Entering Unmasked Estep 
Score: -21526144.000000 Penalty: 5941.585449
	Iteration 46Q: 3 clusters Score -2.152614e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 158381 members 
Entering Unmasked Estep 
Score: -21526176.000000 Penalty: 5941.585449
	Iteration 47Q: 3 clusters Score -2.152618e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 158432 members 
Entering Unmasked Estep 
Score: -21526192.000000 Penalty: 5941.585449
	Iteration 48Q: 3 clusters Score -2.152619e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 158478 members 
Entering Unmasked Estep 
Score: -21526188.000000 Penalty: 5941.585449
	Iteration 49Q: 3 clusters Score -2.152619e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 158509 members 
Entering Unmasked Estep 
Score: -21526200.000000 Penalty: 5941.585449
	Iteration 50Q: 3 clusters Score -2.15262e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 158541 members 
Entering Unmasked Estep 
Score: -21526184.000000 Penalty: 5941.585449
	Iteration 51Q: 3 clusters Score -2.152618e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 158566 members 
Entering Unmasked Estep 
Score: -21526198.000000 Penalty: 5941.585449
	Iteration 52Q: 3 clusters Score -2.15262e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 158586 members 
Entering Unmasked Estep 
Score: -21526214.000000 Penalty: 5941.585449
	Iteration 53Q: 3 clusters Score -2.152621e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 158599 members 
Entering Unmasked Estep 
Score: -21526206.000000 Penalty: 5941.585449
	Iteration 54Q: 3 clusters Score -2.152621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 158607 members 
Entering Unmasked Estep 
Score: -21526222.000000 Penalty: 5941.585449
	Iteration 55Q: 3 clusters Score -2.152622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 158615 members 
Entering Unmasked Estep 
Score: -21526204.000000 Penalty: 5941.585449
	Iteration 56Q: 3 clusters Score -2.15262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 158618 members 
Entering Unmasked Estep 
Score: -21526222.000000 Penalty: 5941.585449
	Iteration 57Q: 3 clusters Score -2.152622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 158623 members 
Entering Unmasked Estep 
Score: -21526216.000000 Penalty: 5941.585449
	Iteration 58Q: 3 clusters Score -2.152622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 158627 members 
Entering Unmasked Estep 
Score: -21526204.000000 Penalty: 5941.585449
	Iteration 59Q: 3 clusters Score -2.15262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 158633 members 
Entering Unmasked Estep 
Score: -21526208.000000 Penalty: 5941.585449
	Iteration 60F: 3 clusters Score -2.152621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 158634 members 
Entering Unmasked Estep 
Score: -21526206.000000 Penalty: 5941.585449
	Iteration 61Q: 3 clusters Score -2.152621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 158636 members 
Entering Unmasked Estep 
Score: -21526204.000000 Penalty: 5941.585449
	Iteration 62Q: 3 clusters Score -2.15262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 158636 members 
Entering Unmasked Estep 
Score: -21526204.000000 Penalty: 5941.585449
	Iteration 63F: 3 clusters Score -2.15262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (95185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95185 members 
Entering Unmasked Estep 
Score: -12325527.000000 Penalty: 2842.967285
	Iteration 0F: 2 clusters Score -1.232553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -12262059.000000 Penalty: 5685.934570
	Iteration 0F: 3 clusters Score -1.226206e+07 nChanged 44844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -12287463.000000 Penalty: 5685.934570
	Iteration 1F: 3 clusters Score -1.228746e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -12288027.000000 Penalty: 5685.934570
	Iteration 2Q: 3 clusters Score -1.228803e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -12288445.000000 Penalty: 5685.934570
	Iteration 3Q: 3 clusters Score -1.228844e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -12288999.000000 Penalty: 5685.934570
	Iteration 4Q: 3 clusters Score -1.2289e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -12289520.000000 Penalty: 5685.934570
	Iteration 5Q: 3 clusters Score -1.228952e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52356 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -12290322.000000 Penalty: 5685.934570
	Iteration 6Q: 3 clusters Score -1.229032e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54688 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -12291327.000000 Penalty: 5685.934570
	Iteration 7Q: 3 clusters Score -1.229133e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58035 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -12292787.000000 Penalty: 5685.934570
	Iteration 8Q: 3 clusters Score -1.229279e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62751 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -12295383.000000 Penalty: 5685.934570
	Iteration 9F: 3 clusters Score -1.229538e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69023 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -12299542.000000 Penalty: 5685.934570
	Iteration 10F: 3 clusters Score -1.229954e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76409 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -12305497.000000 Penalty: 5685.934570
	Iteration 11F: 3 clusters Score -1.23055e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83801 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -12312239.000000 Penalty: 5685.934570
	Iteration 12F: 3 clusters Score -1.231224e+07 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89436 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -12317747.000000 Penalty: 5685.934570
	Iteration 13F: 3 clusters Score -1.231775e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92585 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -12320920.000000 Penalty: 5685.934570
	Iteration 14Q: 3 clusters Score -1.232092e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93944 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -12322267.000000 Penalty: 5685.934570
	Iteration 15Q: 3 clusters Score -1.232227e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94436 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -12322748.000000 Penalty: 5685.934570
	Iteration 16Q: 3 clusters Score -1.232275e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94620 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -12322957.000000 Penalty: 5685.934570
	Iteration 17Q: 3 clusters Score -1.232296e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94694 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -12323031.000000 Penalty: 5685.934570
	Iteration 18Q: 3 clusters Score -1.232303e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94746 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -12323084.000000 Penalty: 5685.934570
	Iteration 19Q: 3 clusters Score -1.232308e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94777 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -12323143.000000 Penalty: 5685.934570
	Iteration 20F: 3 clusters Score -1.232314e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94798 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -12323161.000000 Penalty: 5685.934570
	Iteration 21Q: 3 clusters Score -1.232316e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94818 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -12323196.000000 Penalty: 5685.934570
	Iteration 22Q: 3 clusters Score -1.23232e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94832 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -12323201.000000 Penalty: 5685.934570
	Iteration 23Q: 3 clusters Score -1.23232e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94839 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -12323206.000000 Penalty: 5685.934570
	Iteration 24Q: 3 clusters Score -1.232321e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94844 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -12323234.000000 Penalty: 5685.934570
	Iteration 25Q: 3 clusters Score -1.232323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94849 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -12323251.000000 Penalty: 5685.934570
	Iteration 26Q: 3 clusters Score -1.232325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94852 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -12323245.000000 Penalty: 5685.934570
	Iteration 27Q: 3 clusters Score -1.232324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94853 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -12323239.000000 Penalty: 5685.934570
	Iteration 28Q: 3 clusters Score -1.232324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94854 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -12323248.000000 Penalty: 5685.934570
	Iteration 29Q: 3 clusters Score -1.232325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94854 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -12323244.000000 Penalty: 5685.934570
	Iteration 30Q: 3 clusters Score -1.232324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94854 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -12323244.000000 Penalty: 5685.934570
	Iteration 31F: 3 clusters Score -1.232324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (158026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158026 members 
Entering Unmasked Estep 
Score: -21085194.000000 Penalty: 2968.687744
	Iteration 0F: 2 clusters Score -2.108519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78900 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -20981044.000000 Penalty: 5937.375488
	Iteration 0F: 3 clusters Score -2.098104e+07 nChanged 75369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78929 members 
Mstep: Class 2 contains 79097 members 
Entering Unmasked Estep 
Score: -21024312.000000 Penalty: 5937.375488
	Iteration 1F: 3 clusters Score -2.102431e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78875 members 
Mstep: Class 2 contains 79151 members 
Entering Unmasked Estep 
Score: -21024998.000000 Penalty: 5937.375488
	Iteration 2Q: 3 clusters Score -2.1025e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78872 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
Score: -21025974.000000 Penalty: 5937.375488
	Iteration 3Q: 3 clusters Score -2.102597e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79062 members 
Mstep: Class 2 contains 78964 members 
Entering Unmasked Estep 
Score: -21027060.000000 Penalty: 5937.375488
	Iteration 4Q: 3 clusters Score -2.102706e+07 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79367 members 
Mstep: Class 2 contains 78659 members 
Entering Unmasked Estep 
Score: -21028534.000000 Penalty: 5937.375488
	Iteration 5Q: 3 clusters Score -2.102853e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79701 members 
Mstep: Class 2 contains 78325 members 
Entering Unmasked Estep 
Score: -21030704.000000 Penalty: 5937.375488
	Iteration 6Q: 3 clusters Score -2.10307e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80168 members 
Mstep: Class 2 contains 77858 members 
Entering Unmasked Estep 
Score: -21033476.000000 Penalty: 5937.375488
	Iteration 7Q: 3 clusters Score -2.103348e+07 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80759 members 
Mstep: Class 2 contains 77267 members 
Entering Unmasked Estep 
Score: -21036650.000000 Penalty: 5937.375488
	Iteration 8Q: 3 clusters Score -2.103665e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81458 members 
Mstep: Class 2 contains 76568 members 
Entering Unmasked Estep 
Score: -21040192.000000 Penalty: 5937.375488
	Iteration 9F: 3 clusters Score -2.104019e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82196 members 
Mstep: Class 2 contains 75830 members 
Entering Unmasked Estep 
Score: -21043296.000000 Penalty: 5937.375488
	Iteration 10F: 3 clusters Score -2.10433e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83086 members 
Mstep: Class 2 contains 74940 members 
Entering Unmasked Estep 
Score: -21045934.000000 Penalty: 5937.375488
	Iteration 11Q: 3 clusters Score -2.104593e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84207 members 
Mstep: Class 2 contains 73819 members 
Entering Unmasked Estep 
Score: -21048236.000000 Penalty: 5937.375488
	Iteration 12Q: 3 clusters Score -2.104824e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85740 members 
Mstep: Class 2 contains 72286 members 
Entering Unmasked Estep 
Score: -21050000.000000 Penalty: 5937.375488
	Iteration 13Q: 3 clusters Score -2.105e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87801 members 
Mstep: Class 2 contains 70225 members 
Entering Unmasked Estep 
Score: -21051996.000000 Penalty: 5937.375488
	Iteration 14Q: 3 clusters Score -2.1052e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90589 members 
Mstep: Class 2 contains 67437 members 
Entering Unmasked Estep 
Score: -21054380.000000 Penalty: 5937.375488
	Iteration 15Q: 3 clusters Score -2.105438e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94076 members 
Mstep: Class 2 contains 63950 members 
Entering Unmasked Estep 
Score: -21057606.000000 Penalty: 5937.375488
	Iteration 16Q: 3 clusters Score -2.105761e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98119 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -21061784.000000 Penalty: 5937.375488
	Iteration 17Q: 3 clusters Score -2.106178e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102370 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -21066532.000000 Penalty: 5937.375488
	Iteration 18Q: 3 clusters Score -2.106653e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106020 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -21069624.000000 Penalty: 5937.375488
	Iteration 19Q: 3 clusters Score -2.106962e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108932 members 
Mstep: Class 2 contains 49094 members 
Entering Unmasked Estep 
Score: -21071204.000000 Penalty: 5937.375488
	Iteration 20F: 3 clusters Score -2.10712e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111440 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -21072314.000000 Penalty: 5937.375488
	Iteration 21Q: 3 clusters Score -2.107231e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113906 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -21073226.000000 Penalty: 5937.375488
	Iteration 22Q: 3 clusters Score -2.107323e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116406 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -21073968.000000 Penalty: 5937.375488
	Iteration 23Q: 3 clusters Score -2.107397e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118812 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -21074738.000000 Penalty: 5937.375488
	Iteration 24Q: 3 clusters Score -2.107474e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121100 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -21075440.000000 Penalty: 5937.375488
	Iteration 25Q: 3 clusters Score -2.107544e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123303 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -21076062.000000 Penalty: 5937.375488
	Iteration 26Q: 3 clusters Score -2.107606e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125514 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -21076796.000000 Penalty: 5937.375488
	Iteration 27Q: 3 clusters Score -2.10768e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127649 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -21077512.000000 Penalty: 5937.375488
	Iteration 28Q: 3 clusters Score -2.107751e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129679 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -21078180.000000 Penalty: 5937.375488
	Iteration 29Q: 3 clusters Score -2.107818e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131666 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -21078688.000000 Penalty: 5937.375488
	Iteration 30Q: 3 clusters Score -2.107869e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133575 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -21079234.000000 Penalty: 5937.375488
	Iteration 31Q: 3 clusters Score -2.107923e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135411 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -21079798.000000 Penalty: 5937.375488
	Iteration 32Q: 3 clusters Score -2.10798e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137099 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -21080416.000000 Penalty: 5937.375488
	Iteration 33Q: 3 clusters Score -2.108042e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138651 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -21080888.000000 Penalty: 5937.375488
	Iteration 34Q: 3 clusters Score -2.108089e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140081 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -21081278.000000 Penalty: 5937.375488
	Iteration 35Q: 3 clusters Score -2.108128e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141459 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -21081692.000000 Penalty: 5937.375488
	Iteration 36Q: 3 clusters Score -2.108169e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142745 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -21082182.000000 Penalty: 5937.375488
	Iteration 37Q: 3 clusters Score -2.108218e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143996 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -21082458.000000 Penalty: 5937.375488
	Iteration 38Q: 3 clusters Score -2.108246e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145045 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -21082612.000000 Penalty: 5937.375488
	Iteration 39Q: 3 clusters Score -2.108261e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146031 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -21082808.000000 Penalty: 5937.375488
	Iteration 40F: 3 clusters Score -2.108281e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146905 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -21083040.000000 Penalty: 5937.375488
	Iteration 41Q: 3 clusters Score -2.108304e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147712 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -21083194.000000 Penalty: 5937.375488
	Iteration 42Q: 3 clusters Score -2.108319e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148505 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -21083342.000000 Penalty: 5937.375488
	Iteration 43Q: 3 clusters Score -2.108334e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149278 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -21083628.000000 Penalty: 5937.375488
	Iteration 44Q: 3 clusters Score -2.108363e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149955 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -21083808.000000 Penalty: 5937.375488
	Iteration 45Q: 3 clusters Score -2.108381e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150546 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -21083860.000000 Penalty: 5937.375488
	Iteration 46Q: 3 clusters Score -2.108386e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151066 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -21083966.000000 Penalty: 5937.375488
	Iteration 47Q: 3 clusters Score -2.108397e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151534 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -21084044.000000 Penalty: 5937.375488
	Iteration 48Q: 3 clusters Score -2.108404e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151951 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -21084170.000000 Penalty: 5937.375488
	Iteration 49Q: 3 clusters Score -2.108417e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152309 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -21084262.000000 Penalty: 5937.375488
	Iteration 50Q: 3 clusters Score -2.108426e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152602 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -21084356.000000 Penalty: 5937.375488
	Iteration 51Q: 3 clusters Score -2.108436e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152846 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -21084446.000000 Penalty: 5937.375488
	Iteration 52Q: 3 clusters Score -2.108445e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153067 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -21084516.000000 Penalty: 5937.375488
	Iteration 53Q: 3 clusters Score -2.108452e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153262 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -21084544.000000 Penalty: 5937.375488
	Iteration 54Q: 3 clusters Score -2.108454e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153428 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -21084572.000000 Penalty: 5937.375488
	Iteration 55Q: 3 clusters Score -2.108457e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153571 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -21084556.000000 Penalty: 5937.375488
	Iteration 56Q: 3 clusters Score -2.108456e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153711 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -21084580.000000 Penalty: 5937.375488
	Iteration 57Q: 3 clusters Score -2.108458e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153838 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -21084594.000000 Penalty: 5937.375488
	Iteration 58Q: 3 clusters Score -2.108459e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153935 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -21084612.000000 Penalty: 5937.375488
	Iteration 59Q: 3 clusters Score -2.108461e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154021 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -21084608.000000 Penalty: 5937.375488
	Iteration 60F: 3 clusters Score -2.108461e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154087 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -21084618.000000 Penalty: 5937.375488
	Iteration 61Q: 3 clusters Score -2.108462e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154151 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -21084594.000000 Penalty: 5937.375488
	Iteration 62Q: 3 clusters Score -2.108459e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154206 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -21084592.000000 Penalty: 5937.375488
	Iteration 63Q: 3 clusters Score -2.108459e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154256 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -21084572.000000 Penalty: 5937.375488
	Iteration 64Q: 3 clusters Score -2.108457e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154286 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -21084526.000000 Penalty: 5937.375488
	Iteration 65Q: 3 clusters Score -2.108453e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154314 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -21084510.000000 Penalty: 5937.375488
	Iteration 66Q: 3 clusters Score -2.108451e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154335 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -21084536.000000 Penalty: 5937.375488
	Iteration 67Q: 3 clusters Score -2.108454e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154357 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -21084538.000000 Penalty: 5937.375488
	Iteration 68Q: 3 clusters Score -2.108454e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154371 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -21084532.000000 Penalty: 5937.375488
	Iteration 69Q: 3 clusters Score -2.108453e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154379 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -21084530.000000 Penalty: 5937.375488
	Iteration 70Q: 3 clusters Score -2.108453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154385 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -21084560.000000 Penalty: 5937.375488
	Iteration 71Q: 3 clusters Score -2.108456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154393 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -21084558.000000 Penalty: 5937.375488
	Iteration 72Q: 3 clusters Score -2.108456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154400 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -21084562.000000 Penalty: 5937.375488
	Iteration 73Q: 3 clusters Score -2.108456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154410 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -21084554.000000 Penalty: 5937.375488
	Iteration 74Q: 3 clusters Score -2.108455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154417 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -21084562.000000 Penalty: 5937.375488
	Iteration 75Q: 3 clusters Score -2.108456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154420 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -21084568.000000 Penalty: 5937.375488
	Iteration 76Q: 3 clusters Score -2.108457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154423 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -21084552.000000 Penalty: 5937.375488
	Iteration 77Q: 3 clusters Score -2.108455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154428 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -21084546.000000 Penalty: 5937.375488
	Iteration 78Q: 3 clusters Score -2.108455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154430 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -21084538.000000 Penalty: 5937.375488
	Iteration 79Q: 3 clusters Score -2.108454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154433 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -21084534.000000 Penalty: 5937.375488
	Iteration 80F: 3 clusters Score -2.108453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154438 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -21084534.000000 Penalty: 5937.375488
	Iteration 81Q: 3 clusters Score -2.108453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154444 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -21084544.000000 Penalty: 5937.375488
	Iteration 82Q: 3 clusters Score -2.108454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154450 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -21084544.000000 Penalty: 5937.375488
	Iteration 83Q: 3 clusters Score -2.108454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154455 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -21084544.000000 Penalty: 5937.375488
	Iteration 84Q: 3 clusters Score -2.108454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154459 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -21084548.000000 Penalty: 5937.375488
	Iteration 85Q: 3 clusters Score -2.108455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154463 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -21084550.000000 Penalty: 5937.375488
	Iteration 86Q: 3 clusters Score -2.108455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154466 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -21084548.000000 Penalty: 5937.375488
	Iteration 87Q: 3 clusters Score -2.108455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154468 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -21084554.000000 Penalty: 5937.375488
	Iteration 88Q: 3 clusters Score -2.108455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154469 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -21084550.000000 Penalty: 5937.375488
	Iteration 89Q: 3 clusters Score -2.108455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154472 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -21084546.000000 Penalty: 5937.375488
	Iteration 90Q: 3 clusters Score -2.108455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154476 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -21084556.000000 Penalty: 5937.375488
	Iteration 91Q: 3 clusters Score -2.108456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154480 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -21084558.000000 Penalty: 5937.375488
	Iteration 92Q: 3 clusters Score -2.108456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154484 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -21084568.000000 Penalty: 5937.375488
	Iteration 93Q: 3 clusters Score -2.108457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154487 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -21084568.000000 Penalty: 5937.375488
	Iteration 94Q: 3 clusters Score -2.108457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154489 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -21084574.000000 Penalty: 5937.375488
	Iteration 95Q: 3 clusters Score -2.108457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154492 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -21084574.000000 Penalty: 5937.375488
	Iteration 96Q: 3 clusters Score -2.108457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154494 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -21084570.000000 Penalty: 5937.375488
	Iteration 97Q: 3 clusters Score -2.108457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154494 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -21084570.000000 Penalty: 5937.375488
	Iteration 98F: 3 clusters Score -2.108457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Entering Unmasked Estep 
Score: -633237.125000 Penalty: 2102.036621
	Iteration 0F: 2 clusters Score -633237.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -628890.812500 Penalty: 4204.073242
	Iteration 0F: 3 clusters Score -628890.8 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -629985.500000 Penalty: 4204.073242
	Iteration 1F: 3 clusters Score -629985.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -630229.812500 Penalty: 4204.073242
	Iteration 2F: 3 clusters Score -630229.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -630431.187500 Penalty: 4204.073242
	Iteration 3F: 3 clusters Score -630431.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -630591.062500 Penalty: 4204.073242
	Iteration 4Q: 3 clusters Score -630591.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -630716.000000 Penalty: 4204.073242
	Iteration 5Q: 3 clusters Score -630716 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -630822.750000 Penalty: 4204.073242
	Iteration 6Q: 3 clusters Score -630822.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -630897.187500 Penalty: 4204.073242
	Iteration 7Q: 3 clusters Score -630897.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -630970.125000 Penalty: 4204.073242
	Iteration 8Q: 3 clusters Score -630970.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -631040.750000 Penalty: 4204.073242
	Iteration 9Q: 3 clusters Score -631040.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -631108.125000 Penalty: 4204.073242
	Iteration 10Q: 3 clusters Score -631108.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -631171.187500 Penalty: 4204.073242
	Iteration 11Q: 3 clusters Score -631171.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -631235.250000 Penalty: 4204.073242
	Iteration 12Q: 3 clusters Score -631235.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -631297.250000 Penalty: 4204.073242
	Iteration 13Q: 3 clusters Score -631297.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -631352.687500 Penalty: 4204.073242
	Iteration 14Q: 3 clusters Score -631352.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -631391.500000 Penalty: 4204.073242
	Iteration 15Q: 3 clusters Score -631391.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -631416.375000 Penalty: 4204.073242
	Iteration 16Q: 3 clusters Score -631416.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -631442.187500 Penalty: 4204.073242
	Iteration 17Q: 3 clusters Score -631442.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -631462.625000 Penalty: 4204.073242
	Iteration 18Q: 3 clusters Score -631462.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -631482.750000 Penalty: 4204.073242
	Iteration 19Q: 3 clusters Score -631482.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -631502.812500 Penalty: 4204.073242
	Iteration 20F: 3 clusters Score -631502.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -631523.687500 Penalty: 4204.073242
	Iteration 21Q: 3 clusters Score -631523.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -631554.187500 Penalty: 4204.073242
	Iteration 22Q: 3 clusters Score -631554.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -631586.875000 Penalty: 4204.073242
	Iteration 23Q: 3 clusters Score -631586.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -631626.187500 Penalty: 4204.073242
	Iteration 24Q: 3 clusters Score -631626.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -631654.437500 Penalty: 4204.073242
	Iteration 25Q: 3 clusters Score -631654.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -631672.875000 Penalty: 4204.073242
	Iteration 26Q: 3 clusters Score -631672.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -631679.562500 Penalty: 4204.073242
	Iteration 27Q: 3 clusters Score -631679.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -631692.312500 Penalty: 4204.073242
	Iteration 28Q: 3 clusters Score -631692.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -631702.812500 Penalty: 4204.073242
	Iteration 29Q: 3 clusters Score -631702.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -631709.312500 Penalty: 4204.073242
	Iteration 30Q: 3 clusters Score -631709.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -631712.250000 Penalty: 4204.073242
	Iteration 31Q: 3 clusters Score -631712.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -631713.000000 Penalty: 4204.073242
	Iteration 32Q: 3 clusters Score -631713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -631716.687500 Penalty: 4204.073242
	Iteration 33Q: 3 clusters Score -631716.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -631720.687500 Penalty: 4204.073242
	Iteration 34Q: 3 clusters Score -631720.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -631725.875000 Penalty: 4204.073242
	Iteration 35Q: 3 clusters Score -631725.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -631729.375000 Penalty: 4204.073242
	Iteration 36Q: 3 clusters Score -631729.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -631731.687500 Penalty: 4204.073242
	Iteration 37Q: 3 clusters Score -631731.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -631733.250000 Penalty: 4204.073242
	Iteration 38Q: 3 clusters Score -631733.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -631733.250000 Penalty: 4204.073242
	Iteration 39F: 3 clusters Score -631733.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Entering Unmasked Estep 
Score: -721602.687500 Penalty: 2134.453857
	Iteration 0F: 2 clusters Score -721602.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -716801.062500 Penalty: 4268.907715
	Iteration 0F: 3 clusters Score -716801.1 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -717967.750000 Penalty: 4268.907715
	Iteration 1F: 3 clusters Score -717967.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -718217.312500 Penalty: 4268.907715
	Iteration 2F: 3 clusters Score -718217.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -718358.187500 Penalty: 4268.907715
	Iteration 3Q: 3 clusters Score -718358.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -718483.750000 Penalty: 4268.907715
	Iteration 4Q: 3 clusters Score -718483.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -718582.875000 Penalty: 4268.907715
	Iteration 5Q: 3 clusters Score -718582.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -718669.875000 Penalty: 4268.907715
	Iteration 6Q: 3 clusters Score -718669.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -718753.500000 Penalty: 4268.907715
	Iteration 7Q: 3 clusters Score -718753.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -718846.312500 Penalty: 4268.907715
	Iteration 8Q: 3 clusters Score -718846.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -718925.500000 Penalty: 4268.907715
	Iteration 9Q: 3 clusters Score -718925.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -719008.062500 Penalty: 4268.907715
	Iteration 10Q: 3 clusters Score -719008.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -719098.562500 Penalty: 4268.907715
	Iteration 11Q: 3 clusters Score -719098.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -719179.187500 Penalty: 4268.907715
	Iteration 12Q: 3 clusters Score -719179.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -719253.937500 Penalty: 4268.907715
	Iteration 13Q: 3 clusters Score -719253.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -719333.875000 Penalty: 4268.907715
	Iteration 14Q: 3 clusters Score -719333.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -719416.250000 Penalty: 4268.907715
	Iteration 15Q: 3 clusters Score -719416.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -719497.500000 Penalty: 4268.907715
	Iteration 16Q: 3 clusters Score -719497.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -719564.000000 Penalty: 4268.907715
	Iteration 17Q: 3 clusters Score -719564 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -719617.000000 Penalty: 4268.907715
	Iteration 18Q: 3 clusters Score -719617 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -719676.812500 Penalty: 4268.907715
	Iteration 19Q: 3 clusters Score -719676.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -719731.875000 Penalty: 4268.907715
	Iteration 20F: 3 clusters Score -719731.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -719785.812500 Penalty: 4268.907715
	Iteration 21Q: 3 clusters Score -719785.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -719840.250000 Penalty: 4268.907715
	Iteration 22Q: 3 clusters Score -719840.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -719892.312500 Penalty: 4268.907715
	Iteration 23Q: 3 clusters Score -719892.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -719947.062500 Penalty: 4268.907715
	Iteration 24Q: 3 clusters Score -719947.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -719994.687500 Penalty: 4268.907715
	Iteration 25Q: 3 clusters Score -719994.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -720023.625000 Penalty: 4268.907715
	Iteration 26Q: 3 clusters Score -720023.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -720056.125000 Penalty: 4268.907715
	Iteration 27Q: 3 clusters Score -720056.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -720078.812500 Penalty: 4268.907715
	Iteration 28Q: 3 clusters Score -720078.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -720097.937500 Penalty: 4268.907715
	Iteration 29Q: 3 clusters Score -720097.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -720117.000000 Penalty: 4268.907715
	Iteration 30Q: 3 clusters Score -720117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -720129.812500 Penalty: 4268.907715
	Iteration 31Q: 3 clusters Score -720129.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -720137.937500 Penalty: 4268.907715
	Iteration 32Q: 3 clusters Score -720137.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -720140.687500 Penalty: 4268.907715
	Iteration 33Q: 3 clusters Score -720140.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -720153.250000 Penalty: 4268.907715
	Iteration 34Q: 3 clusters Score -720153.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -720158.750000 Penalty: 4268.907715
	Iteration 35Q: 3 clusters Score -720158.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -720162.250000 Penalty: 4268.907715
	Iteration 36Q: 3 clusters Score -720162.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -720164.437500 Penalty: 4268.907715
	Iteration 37Q: 3 clusters Score -720164.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -720166.000000 Penalty: 4268.907715
	Iteration 38Q: 3 clusters Score -720166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -720167.750000 Penalty: 4268.907715
	Iteration 39Q: 3 clusters Score -720167.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -720168.250000 Penalty: 4268.907715
	Iteration 40F: 3 clusters Score -720168.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -720170.500000 Penalty: 4268.907715
	Iteration 41Q: 3 clusters Score -720170.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -720170.750000 Penalty: 4268.907715
	Iteration 42Q: 3 clusters Score -720170.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -720171.937500 Penalty: 4268.907715
	Iteration 43Q: 3 clusters Score -720171.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -720171.937500 Penalty: 4268.907715
	Iteration 44F: 3 clusters Score -720171.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Entering Unmasked Estep 
Score: -387263.968750 Penalty: 1980.484497
	Iteration 0F: 2 clusters Score -387264 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 1483 members 
Entering Unmasked Estep 
Score: -384028.468750 Penalty: 3960.968994
	Iteration 0F: 3 clusters Score -384028.5 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -384703.343750 Penalty: 3960.968994
	Iteration 1F: 3 clusters Score -384703.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -384977.562500 Penalty: 3960.968994
	Iteration 2F: 3 clusters Score -384977.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -385254.531250 Penalty: 3960.968994
	Iteration 3F: 3 clusters Score -385254.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -385581.156250 Penalty: 3960.968994
	Iteration 4F: 3 clusters Score -385581.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -385846.968750 Penalty: 3960.968994
	Iteration 5F: 3 clusters Score -385847 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -386079.062500 Penalty: 3960.968994
	Iteration 6F: 3 clusters Score -386079.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -386249.500000 Penalty: 3960.968994
	Iteration 7F: 3 clusters Score -386249.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -386391.250000 Penalty: 3960.968994
	Iteration 8Q: 3 clusters Score -386391.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -386517.218750 Penalty: 3960.968994
	Iteration 9Q: 3 clusters Score -386517.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -386593.031250 Penalty: 3960.968994
	Iteration 10Q: 3 clusters Score -386593 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -386634.406250 Penalty: 3960.968994
	Iteration 11Q: 3 clusters Score -386634.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -386655.156250 Penalty: 3960.968994
	Iteration 12Q: 3 clusters Score -386655.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -386672.187500 Penalty: 3960.968994
	Iteration 13Q: 3 clusters Score -386672.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -386681.343750 Penalty: 3960.968994
	Iteration 14Q: 3 clusters Score -386681.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -386687.812500 Penalty: 3960.968994
	Iteration 15Q: 3 clusters Score -386687.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -386692.781250 Penalty: 3960.968994
	Iteration 16Q: 3 clusters Score -386692.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -386697.156250 Penalty: 3960.968994
	Iteration 17Q: 3 clusters Score -386697.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -386708.937500 Penalty: 3960.968994
	Iteration 18Q: 3 clusters Score -386708.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -386722.937500 Penalty: 3960.968994
	Iteration 19Q: 3 clusters Score -386722.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -386734.843750 Penalty: 3960.968994
	Iteration 20F: 3 clusters Score -386734.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -386744.937500 Penalty: 3960.968994
	Iteration 21Q: 3 clusters Score -386744.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -386751.000000 Penalty: 3960.968994
	Iteration 22Q: 3 clusters Score -386751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -386756.031250 Penalty: 3960.968994
	Iteration 23Q: 3 clusters Score -386756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -386758.531250 Penalty: 3960.968994
	Iteration 24Q: 3 clusters Score -386758.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -386759.750000 Penalty: 3960.968994
	Iteration 25Q: 3 clusters Score -386759.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -386761.125000 Penalty: 3960.968994
	Iteration 26Q: 3 clusters Score -386761.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -386763.187500 Penalty: 3960.968994
	Iteration 27Q: 3 clusters Score -386763.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -386763.187500 Penalty: 3960.968994
	Iteration 28F: 3 clusters Score -386763.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -76231.914062 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -76231.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74636.781250 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -74636.78 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -75035.601562 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -75035.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -75512.593750 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -75512.59 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -75723.703125 Penalty: 3198.649170
	Iteration 3F: 3 clusters Score -75723.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -75877.515625 Penalty: 3198.649170
	Iteration 4F: 3 clusters Score -75877.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -75986.804688 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -75986.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -76047.937500 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -76047.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -76064.085938 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -76064.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -76072.562500 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -76072.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -76082.046875 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -76082.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -76082.046875 Penalty: 3198.649170
	Iteration 10F: 3 clusters Score -76082.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (174844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174844 members 
Entering Unmasked Estep 
Score: -23342462.000000 Penalty: 2993.769043
	Iteration 0F: 2 clusters Score -2.334246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87221 members 
Mstep: Class 2 contains 87623 members 
Entering Unmasked Estep 
Score: -23228800.000000 Penalty: 5987.538086
	Iteration 0F: 3 clusters Score -2.32288e+07 nChanged 83759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83260 members 
Mstep: Class 2 contains 91584 members 
Entering Unmasked Estep 
Score: -23277200.000000 Penalty: 5987.538086
	Iteration 1F: 3 clusters Score -2.32772e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80389 members 
Mstep: Class 2 contains 94455 members 
Entering Unmasked Estep 
Score: -23278462.000000 Penalty: 5987.538086
	Iteration 2Q: 3 clusters Score -2.327846e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75806 members 
Mstep: Class 2 contains 99038 members 
Entering Unmasked Estep 
Score: -23280632.000000 Penalty: 5987.538086
	Iteration 3Q: 3 clusters Score -2.328063e+07 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68760 members 
Mstep: Class 2 contains 106084 members 
Entering Unmasked Estep 
Score: -23284444.000000 Penalty: 5987.538086
	Iteration 4Q: 3 clusters Score -2.328444e+07 nChanged 11246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 116230 members 
Entering Unmasked Estep 
Score: -23291134.000000 Penalty: 5987.538086
	Iteration 5F: 3 clusters Score -2.329113e+07 nChanged 14056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 129388 members 
Entering Unmasked Estep 
Score: -23301968.000000 Penalty: 5987.538086
	Iteration 6F: 3 clusters Score -2.330197e+07 nChanged 14694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 143454 members 
Entering Unmasked Estep 
Score: -23314938.000000 Penalty: 5987.538086
	Iteration 7F: 3 clusters Score -2.331494e+07 nChanged 12251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 155385 members 
Entering Unmasked Estep 
Score: -23326280.000000 Penalty: 5987.538086
	Iteration 8F: 3 clusters Score -2.332628e+07 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 163744 members 
Entering Unmasked Estep 
Score: -23333332.000000 Penalty: 5987.538086
	Iteration 9Q: 3 clusters Score -2.333333e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 168859 members 
Entering Unmasked Estep 
Score: -23336994.000000 Penalty: 5987.538086
	Iteration 10Q: 3 clusters Score -2.333699e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 171722 members 
Entering Unmasked Estep 
Score: -23338808.000000 Penalty: 5987.538086
	Iteration 11Q: 3 clusters Score -2.333881e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 173181 members 
Entering Unmasked Estep 
Score: -23339262.000000 Penalty: 5987.538086
	Iteration 12Q: 3 clusters Score -2.333926e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 173892 members 
Entering Unmasked Estep 
Score: -23339570.000000 Penalty: 5987.538086
	Iteration 13Q: 3 clusters Score -2.333957e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 174189 members 
Entering Unmasked Estep 
Score: -23339788.000000 Penalty: 5987.538086
	Iteration 14Q: 3 clusters Score -2.333979e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 174313 members 
Entering Unmasked Estep 
Score: -23339862.000000 Penalty: 5987.538086
	Iteration 15Q: 3 clusters Score -2.333986e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 174389 members 
Entering Unmasked Estep 
Score: -23339934.000000 Penalty: 5987.538086
	Iteration 16Q: 3 clusters Score -2.333993e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 174421 members 
Entering Unmasked Estep 
Score: -23339944.000000 Penalty: 5987.538086
	Iteration 17Q: 3 clusters Score -2.333994e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 174441 members 
Entering Unmasked Estep 
Score: -23339986.000000 Penalty: 5987.538086
	Iteration 18Q: 3 clusters Score -2.333999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 174461 members 
Entering Unmasked Estep 
Score: -23339998.000000 Penalty: 5987.538086
	Iteration 19Q: 3 clusters Score -2.334e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 174473 members 
Entering Unmasked Estep 
Score: -23340014.000000 Penalty: 5987.538086
	Iteration 20F: 3 clusters Score -2.334001e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 174485 members 
Entering Unmasked Estep 
Score: -23340022.000000 Penalty: 5987.538086
	Iteration 21Q: 3 clusters Score -2.334002e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 174497 members 
Entering Unmasked Estep 
Score: -23340016.000000 Penalty: 5987.538086
	Iteration 22Q: 3 clusters Score -2.334002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 174507 members 
Entering Unmasked Estep 
Score: -23340032.000000 Penalty: 5987.538086
	Iteration 23Q: 3 clusters Score -2.334003e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 174512 members 
Entering Unmasked Estep 
Score: -23340032.000000 Penalty: 5987.538086
	Iteration 24Q: 3 clusters Score -2.334003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 174518 members 
Entering Unmasked Estep 
Score: -23340032.000000 Penalty: 5987.538086
	Iteration 25Q: 3 clusters Score -2.334003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 174523 members 
Entering Unmasked Estep 
Score: -23340034.000000 Penalty: 5987.538086
	Iteration 26Q: 3 clusters Score -2.334003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 174528 members 
Entering Unmasked Estep 
Score: -23340028.000000 Penalty: 5987.538086
	Iteration 27Q: 3 clusters Score -2.334003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 174530 members 
Entering Unmasked Estep 
Score: -23340020.000000 Penalty: 5987.538086
	Iteration 28Q: 3 clusters Score -2.334002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 174530 members 
Entering Unmasked Estep 
Score: -23340030.000000 Penalty: 5987.538086
	Iteration 29Q: 3 clusters Score -2.334003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 174530 members 
Entering Unmasked Estep 
Score: -23340030.000000 Penalty: 5987.538086
	Iteration 30F: 3 clusters Score -2.334003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -48214.523438 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -48214.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46783.285156 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -46783.29 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46921.042969 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -46921.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46969.250000 Penalty: 2974.240234
	Iteration 2Q: 3 clusters Score -46969.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46988.933594 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -46988.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47016.257812 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -47016.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -47036.414062 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -47036.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -47052.613281 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -47052.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47083.261719 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -47083.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -47238.890625 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -47238.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47321.046875 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -47321.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -47340.917969 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -47340.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47367.277344 Penalty: 2974.240234
	Iteration 11Q: 3 clusters Score -47367.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47382.703125 Penalty: 2974.240234
	Iteration 12Q: 3 clusters Score -47382.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47389.562500 Penalty: 2974.240234
	Iteration 13Q: 3 clusters Score -47389.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47401.058594 Penalty: 2974.240234
	Iteration 14Q: 3 clusters Score -47401.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47415.140625 Penalty: 2974.240234
	Iteration 15Q: 3 clusters Score -47415.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47442.292969 Penalty: 2974.240234
	Iteration 16Q: 3 clusters Score -47442.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47547.242188 Penalty: 2974.240234
	Iteration 17Q: 3 clusters Score -47547.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -47628.886719 Penalty: 2974.240234
	Iteration 18Q: 3 clusters Score -47628.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -47749.390625 Penalty: 2974.240234
	Iteration 19Q: 3 clusters Score -47749.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -47867.089844 Penalty: 2974.240234
	Iteration 20F: 3 clusters Score -47867.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -47953.117188 Penalty: 2974.240234
	Iteration 21Q: 3 clusters Score -47953.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -47999.964844 Penalty: 2974.240234
	Iteration 22Q: 3 clusters Score -47999.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -48031.234375 Penalty: 2974.240234
	Iteration 23Q: 3 clusters Score -48031.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -48037.593750 Penalty: 2974.240234
	Iteration 24Q: 3 clusters Score -48037.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -48052.117188 Penalty: 2974.240234
	Iteration 25Q: 3 clusters Score -48052.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -48083.109375 Penalty: 2974.240234
	Iteration 26Q: 3 clusters Score -48083.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -48151.851562 Penalty: 2974.240234
	Iteration 27Q: 3 clusters Score -48151.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -48258.234375 Penalty: 2974.240234
	Iteration 28Q: 3 clusters Score -48258.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -48258.234375 Penalty: 2974.240234
	Iteration 29F: 3 clusters Score -48258.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88906 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 29362 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90315 members 
Mstep: Class 6 contains 70938 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163815 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159373 members 
Mstep: Class 12 contains 95185 members 
Mstep: Class 13 contains 158026 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174844 members 
Mstep: Class 19 contains 290 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161205 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 157983 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 112 members 
Entering Unmasked Estep 
Score: -180438352.000000 Penalty: 87655.367188
Splitting cluster 19 changes total score from -180440016.000000 to -180438352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (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: -77982.890625 Penalty: 1598.144531
	Iteration 0F: 2 clusters Score -77982.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76301.351562 Penalty: 3196.289062
	Iteration 0F: 3 clusters Score -76301.35 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76487.164062 Penalty: 3196.289062
	Iteration 1F: 3 clusters Score -76487.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -76541.226562 Penalty: 3196.289062
	Iteration 2Q: 3 clusters Score -76541.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -76598.656250 Penalty: 3196.289062
	Iteration 3Q: 3 clusters Score -76598.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -76624.242188 Penalty: 3196.289062
	Iteration 4Q: 3 clusters Score -76624.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -76639.000000 Penalty: 3196.289062
	Iteration 5Q: 3 clusters Score -76639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -76649.625000 Penalty: 3196.289062
	Iteration 6Q: 3 clusters Score -76649.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -76655.625000 Penalty: 3196.289062
	Iteration 7Q: 3 clusters Score -76655.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -76659.265625 Penalty: 3196.289062
	Iteration 8Q: 3 clusters Score -76659.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -76661.000000 Penalty: 3196.289062
	Iteration 9Q: 3 clusters Score -76661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -76661.000000 Penalty: 3196.289062
	Iteration 10F: 3 clusters Score -76661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (161205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161205 members 
Entering Unmasked Estep 
Score: -21380182.000000 Penalty: 2973.627197
	Iteration 0F: 2 clusters Score -2.138018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80594 members 
Mstep: Class 2 contains 80611 members 
Entering Unmasked Estep 
Score: -21274264.000000 Penalty: 5947.254395
	Iteration 0F: 3 clusters Score -2.127426e+07 nChanged 77095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81557 members 
Mstep: Class 2 contains 79648 members 
Entering Unmasked Estep 
Score: -21319172.000000 Penalty: 5947.254395
	Iteration 1F: 3 clusters Score -2.131917e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82421 members 
Mstep: Class 2 contains 78784 members 
Entering Unmasked Estep 
Score: -21320156.000000 Penalty: 5947.254395
	Iteration 2Q: 3 clusters Score -2.132016e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83815 members 
Mstep: Class 2 contains 77390 members 
Entering Unmasked Estep 
Score: -21321162.000000 Penalty: 5947.254395
	Iteration 3Q: 3 clusters Score -2.132116e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86048 members 
Mstep: Class 2 contains 75157 members 
Entering Unmasked Estep 
Score: -21322244.000000 Penalty: 5947.254395
	Iteration 4Q: 3 clusters Score -2.132224e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89518 members 
Mstep: Class 2 contains 71687 members 
Entering Unmasked Estep 
Score: -21324016.000000 Penalty: 5947.254395
	Iteration 5Q: 3 clusters Score -2.132402e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94515 members 
Mstep: Class 2 contains 66690 members 
Entering Unmasked Estep 
Score: -21326556.000000 Penalty: 5947.254395
	Iteration 6Q: 3 clusters Score -2.132656e+07 nChanged 8326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101387 members 
Mstep: Class 2 contains 59818 members 
Entering Unmasked Estep 
Score: -21330144.000000 Penalty: 5947.254395
	Iteration 7F: 3 clusters Score -2.133014e+07 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110158 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -21335664.000000 Penalty: 5947.254395
	Iteration 8F: 3 clusters Score -2.133566e+07 nChanged 10807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120515 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -21343138.000000 Penalty: 5947.254395
	Iteration 9F: 3 clusters Score -2.134314e+07 nChanged 11122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131473 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -21352246.000000 Penalty: 5947.254395
	Iteration 10F: 3 clusters Score -2.135225e+07 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141859 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -21361870.000000 Penalty: 5947.254395
	Iteration 11F: 3 clusters Score -2.136187e+07 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150032 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -21369808.000000 Penalty: 5947.254395
	Iteration 12F: 3 clusters Score -2.136981e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155471 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -21374482.000000 Penalty: 5947.254395
	Iteration 13Q: 3 clusters Score -2.137448e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158460 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -21376466.000000 Penalty: 5947.254395
	Iteration 14Q: 3 clusters Score -2.137647e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159890 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -21377328.000000 Penalty: 5947.254395
	Iteration 15Q: 3 clusters Score -2.137733e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160487 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -21377544.000000 Penalty: 5947.254395
	Iteration 16Q: 3 clusters Score -2.137754e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160719 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -21377678.000000 Penalty: 5947.254395
	Iteration 17Q: 3 clusters Score -2.137768e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160820 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -21377722.000000 Penalty: 5947.254395
	Iteration 18Q: 3 clusters Score -2.137772e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160853 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -21377726.000000 Penalty: 5947.254395
	Iteration 19Q: 3 clusters Score -2.137773e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160871 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -21377732.000000 Penalty: 5947.254395
	Iteration 20F: 3 clusters Score -2.137773e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160889 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -21377756.000000 Penalty: 5947.254395
	Iteration 21Q: 3 clusters Score -2.137776e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160895 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -21377768.000000 Penalty: 5947.254395
	Iteration 22Q: 3 clusters Score -2.137777e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160903 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -21377790.000000 Penalty: 5947.254395
	Iteration 23Q: 3 clusters Score -2.137779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160912 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -21377800.000000 Penalty: 5947.254395
	Iteration 24Q: 3 clusters Score -2.13778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160916 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -21377796.000000 Penalty: 5947.254395
	Iteration 25Q: 3 clusters Score -2.13778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160917 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -21377792.000000 Penalty: 5947.254395
	Iteration 26Q: 3 clusters Score -2.137779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160916 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -21377794.000000 Penalty: 5947.254395
	Iteration 27Q: 3 clusters Score -2.137779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160916 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -21377794.000000 Penalty: 5947.254395
	Iteration 28F: 3 clusters Score -2.137779e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Entering Unmasked Estep 
Score: -501541.375000 Penalty: 2044.268799
	Iteration 0F: 2 clusters Score -501541.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -497816.437500 Penalty: 4088.537598
	Iteration 0F: 3 clusters Score -497816.4 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -498670.718750 Penalty: 4088.537598
	Iteration 1F: 3 clusters Score -498670.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -498890.312500 Penalty: 4088.537598
	Iteration 2F: 3 clusters Score -498890.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -499059.468750 Penalty: 4088.537598
	Iteration 3F: 3 clusters Score -499059.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -499185.156250 Penalty: 4088.537598
	Iteration 4Q: 3 clusters Score -499185.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -499291.156250 Penalty: 4088.537598
	Iteration 5Q: 3 clusters Score -499291.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -499369.843750 Penalty: 4088.537598
	Iteration 6Q: 3 clusters Score -499369.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -499434.656250 Penalty: 4088.537598
	Iteration 7Q: 3 clusters Score -499434.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -499488.687500 Penalty: 4088.537598
	Iteration 8Q: 3 clusters Score -499488.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -499547.531250 Penalty: 4088.537598
	Iteration 9Q: 3 clusters Score -499547.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -499597.218750 Penalty: 4088.537598
	Iteration 10Q: 3 clusters Score -499597.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -499636.687500 Penalty: 4088.537598
	Iteration 11Q: 3 clusters Score -499636.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -499666.843750 Penalty: 4088.537598
	Iteration 12Q: 3 clusters Score -499666.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -499698.031250 Penalty: 4088.537598
	Iteration 13Q: 3 clusters Score -499698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -499725.625000 Penalty: 4088.537598
	Iteration 14Q: 3 clusters Score -499725.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -499760.437500 Penalty: 4088.537598
	Iteration 15Q: 3 clusters Score -499760.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -499781.343750 Penalty: 4088.537598
	Iteration 16Q: 3 clusters Score -499781.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -499793.968750 Penalty: 4088.537598
	Iteration 17Q: 3 clusters Score -499794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -499805.062500 Penalty: 4088.537598
	Iteration 18Q: 3 clusters Score -499805.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -499816.625000 Penalty: 4088.537598
	Iteration 19Q: 3 clusters Score -499816.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -499828.625000 Penalty: 4088.537598
	Iteration 20F: 3 clusters Score -499828.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -499835.906250 Penalty: 4088.537598
	Iteration 21Q: 3 clusters Score -499835.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -499842.093750 Penalty: 4088.537598
	Iteration 22Q: 3 clusters Score -499842.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -499846.562500 Penalty: 4088.537598
	Iteration 23Q: 3 clusters Score -499846.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -499848.250000 Penalty: 4088.537598
	Iteration 24Q: 3 clusters Score -499848.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -499850.312500 Penalty: 4088.537598
	Iteration 25Q: 3 clusters Score -499850.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -499851.937500 Penalty: 4088.537598
	Iteration 26Q: 3 clusters Score -499851.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -499853.593750 Penalty: 4088.537598
	Iteration 27Q: 3 clusters Score -499853.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -499853.906250 Penalty: 4088.537598
	Iteration 28Q: 3 clusters Score -499853.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -499853.906250 Penalty: 4088.537598
	Iteration 29F: 3 clusters Score -499853.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (157983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157983 members 
Entering Unmasked Estep 
Score: -20977108.000000 Penalty: 2968.620117
	Iteration 0F: 2 clusters Score -2.097711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79074 members 
Mstep: Class 2 contains 78909 members 
Entering Unmasked Estep 
Score: -20872874.000000 Penalty: 5937.240234
	Iteration 0F: 3 clusters Score -2.087287e+07 nChanged 75962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 76767 members 
Entering Unmasked Estep 
Score: -20916574.000000 Penalty: 5937.240234
	Iteration 1F: 3 clusters Score -2.091657e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82624 members 
Mstep: Class 2 contains 75359 members 
Entering Unmasked Estep 
Score: -20917536.000000 Penalty: 5937.240234
	Iteration 2Q: 3 clusters Score -2.091754e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84798 members 
Mstep: Class 2 contains 73185 members 
Entering Unmasked Estep 
Score: -20918880.000000 Penalty: 5937.240234
	Iteration 3Q: 3 clusters Score -2.091888e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88170 members 
Mstep: Class 2 contains 69813 members 
Entering Unmasked Estep 
Score: -20921184.000000 Penalty: 5937.240234
	Iteration 4Q: 3 clusters Score -2.092118e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93105 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
Score: -20924446.000000 Penalty: 5937.240234
	Iteration 5Q: 3 clusters Score -2.092445e+07 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99740 members 
Mstep: Class 2 contains 58243 members 
Entering Unmasked Estep 
Score: -20929570.000000 Penalty: 5937.240234
	Iteration 6F: 3 clusters Score -2.092957e+07 nChanged 10821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107741 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -20936624.000000 Penalty: 5937.240234
	Iteration 7F: 3 clusters Score -2.093662e+07 nChanged 10781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116016 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -20944422.000000 Penalty: 5937.240234
	Iteration 8F: 3 clusters Score -2.094442e+07 nChanged 9675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123639 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -20951836.000000 Penalty: 5937.240234
	Iteration 9F: 3 clusters Score -2.095184e+07 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129769 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -20957898.000000 Penalty: 5937.240234
	Iteration 10Q: 3 clusters Score -2.09579e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134121 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -20962142.000000 Penalty: 5937.240234
	Iteration 11Q: 3 clusters Score -2.096214e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137197 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -20964996.000000 Penalty: 5937.240234
	Iteration 12Q: 3 clusters Score -2.0965e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139528 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -20966744.000000 Penalty: 5937.240234
	Iteration 13Q: 3 clusters Score -2.096674e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141390 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -20967938.000000 Penalty: 5937.240234
	Iteration 14Q: 3 clusters Score -2.096794e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143084 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -20968996.000000 Penalty: 5937.240234
	Iteration 15Q: 3 clusters Score -2.0969e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144627 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -20969960.000000 Penalty: 5937.240234
	Iteration 16Q: 3 clusters Score -2.096996e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145998 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -20970814.000000 Penalty: 5937.240234
	Iteration 17Q: 3 clusters Score -2.097081e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147239 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -20971446.000000 Penalty: 5937.240234
	Iteration 18Q: 3 clusters Score -2.097145e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148338 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -20972026.000000 Penalty: 5937.240234
	Iteration 19Q: 3 clusters Score -2.097203e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149281 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -20972502.000000 Penalty: 5937.240234
	Iteration 20F: 3 clusters Score -2.09725e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150103 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -20972820.000000 Penalty: 5937.240234
	Iteration 21Q: 3 clusters Score -2.097282e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150800 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -20973090.000000 Penalty: 5937.240234
	Iteration 22Q: 3 clusters Score -2.097309e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151478 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -20973364.000000 Penalty: 5937.240234
	Iteration 23Q: 3 clusters Score -2.097336e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152075 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -20973650.000000 Penalty: 5937.240234
	Iteration 24Q: 3 clusters Score -2.097365e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152616 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -20973888.000000 Penalty: 5937.240234
	Iteration 25Q: 3 clusters Score -2.097389e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153081 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -20973980.000000 Penalty: 5937.240234
	Iteration 26Q: 3 clusters Score -2.097398e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153499 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -20974182.000000 Penalty: 5937.240234
	Iteration 27Q: 3 clusters Score -2.097418e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153858 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -20974348.000000 Penalty: 5937.240234
	Iteration 28Q: 3 clusters Score -2.097435e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154170 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -20974386.000000 Penalty: 5937.240234
	Iteration 29Q: 3 clusters Score -2.097439e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154436 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -20974458.000000 Penalty: 5937.240234
	Iteration 30Q: 3 clusters Score -2.097446e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154684 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -20974574.000000 Penalty: 5937.240234
	Iteration 31Q: 3 clusters Score -2.097457e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154894 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -20974604.000000 Penalty: 5937.240234
	Iteration 32Q: 3 clusters Score -2.09746e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155067 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -20974574.000000 Penalty: 5937.240234
	Iteration 33Q: 3 clusters Score -2.097457e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155234 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -20974562.000000 Penalty: 5937.240234
	Iteration 34Q: 3 clusters Score -2.097456e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155377 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -20974560.000000 Penalty: 5937.240234
	Iteration 35Q: 3 clusters Score -2.097456e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155516 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -20974636.000000 Penalty: 5937.240234
	Iteration 36Q: 3 clusters Score -2.097464e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155645 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -20974686.000000 Penalty: 5937.240234
	Iteration 37Q: 3 clusters Score -2.097469e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155753 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -20974676.000000 Penalty: 5937.240234
	Iteration 38Q: 3 clusters Score -2.097468e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155844 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -20974692.000000 Penalty: 5937.240234
	Iteration 39Q: 3 clusters Score -2.097469e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155918 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -20974724.000000 Penalty: 5937.240234
	Iteration 40F: 3 clusters Score -2.097472e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155973 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -20974716.000000 Penalty: 5937.240234
	Iteration 41Q: 3 clusters Score -2.097472e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156023 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -20974696.000000 Penalty: 5937.240234
	Iteration 42Q: 3 clusters Score -2.09747e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156074 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -20974696.000000 Penalty: 5937.240234
	Iteration 43Q: 3 clusters Score -2.09747e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156133 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -20974736.000000 Penalty: 5937.240234
	Iteration 44Q: 3 clusters Score -2.097474e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156195 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -20974708.000000 Penalty: 5937.240234
	Iteration 45Q: 3 clusters Score -2.097471e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156254 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -20974728.000000 Penalty: 5937.240234
	Iteration 46Q: 3 clusters Score -2.097473e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156299 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -20974766.000000 Penalty: 5937.240234
	Iteration 47Q: 3 clusters Score -2.097477e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156343 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -20974760.000000 Penalty: 5937.240234
	Iteration 48Q: 3 clusters Score -2.097476e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156381 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -20974790.000000 Penalty: 5937.240234
	Iteration 49Q: 3 clusters Score -2.097479e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156413 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -20974782.000000 Penalty: 5937.240234
	Iteration 50Q: 3 clusters Score -2.097478e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156450 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -20974806.000000 Penalty: 5937.240234
	Iteration 51Q: 3 clusters Score -2.097481e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156481 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -20974814.000000 Penalty: 5937.240234
	Iteration 52Q: 3 clusters Score -2.097481e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156506 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -20974830.000000 Penalty: 5937.240234
	Iteration 53Q: 3 clusters Score -2.097483e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156525 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -20974796.000000 Penalty: 5937.240234
	Iteration 54Q: 3 clusters Score -2.09748e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156546 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -20974786.000000 Penalty: 5937.240234
	Iteration 55Q: 3 clusters Score -2.097479e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156569 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -20974784.000000 Penalty: 5937.240234
	Iteration 56Q: 3 clusters Score -2.097478e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156592 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -20974800.000000 Penalty: 5937.240234
	Iteration 57Q: 3 clusters Score -2.09748e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156617 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -20974784.000000 Penalty: 5937.240234
	Iteration 58Q: 3 clusters Score -2.097478e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156630 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -20974798.000000 Penalty: 5937.240234
	Iteration 59Q: 3 clusters Score -2.09748e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156645 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -20974806.000000 Penalty: 5937.240234
	Iteration 60F: 3 clusters Score -2.097481e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156665 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -20974822.000000 Penalty: 5937.240234
	Iteration 61Q: 3 clusters Score -2.097482e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156680 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -20974832.000000 Penalty: 5937.240234
	Iteration 62Q: 3 clusters Score -2.097483e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156692 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -20974830.000000 Penalty: 5937.240234
	Iteration 63Q: 3 clusters Score -2.097483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156702 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -20974858.000000 Penalty: 5937.240234
	Iteration 64Q: 3 clusters Score -2.097486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156710 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -20974860.000000 Penalty: 5937.240234
	Iteration 65Q: 3 clusters Score -2.097486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156715 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -20974840.000000 Penalty: 5937.240234
	Iteration 66Q: 3 clusters Score -2.097484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156718 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -20974850.000000 Penalty: 5937.240234
	Iteration 67Q: 3 clusters Score -2.097485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156722 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -20974842.000000 Penalty: 5937.240234
	Iteration 68Q: 3 clusters Score -2.097484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156731 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -20974854.000000 Penalty: 5937.240234
	Iteration 69Q: 3 clusters Score -2.097485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156738 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -20974862.000000 Penalty: 5937.240234
	Iteration 70Q: 3 clusters Score -2.097486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156742 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -20974840.000000 Penalty: 5937.240234
	Iteration 71Q: 3 clusters Score -2.097484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156745 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -20974844.000000 Penalty: 5937.240234
	Iteration 72Q: 3 clusters Score -2.097484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156748 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -20974858.000000 Penalty: 5937.240234
	Iteration 73Q: 3 clusters Score -2.097486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156748 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -20974858.000000 Penalty: 5937.240234
	Iteration 74F: 3 clusters Score -2.097486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -46941.703125 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -46941.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -45547.269531 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -45547.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45672.230469 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -45672.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45706.781250 Penalty: 2947.628662
	Iteration 2Q: 3 clusters Score -45706.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45722.250000 Penalty: 2947.628662
	Iteration 3Q: 3 clusters Score -45722.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45725.191406 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -45725.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45725.191406 Penalty: 2947.628662
	Iteration 5F: 3 clusters Score -45725.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88906 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 29362 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90315 members 
Mstep: Class 6 contains 70938 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163815 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159373 members 
Mstep: Class 12 contains 95185 members 
Mstep: Class 13 contains 158026 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174844 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161205 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 157983 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440080.000000 Penalty: 84149.148438
Iteration 399Q: 25 clusters Score -1.804401e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88903 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 29384 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90288 members 
Mstep: Class 6 contains 70936 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163824 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159349 members 
Mstep: Class 12 contains 95182 members 
Mstep: Class 13 contains 158038 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174857 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161204 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 157986 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440080.000000 Penalty: 84149.148438
Iteration 400F: 25 clusters Score -1.804401e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88894 members 
Mstep: Class 2 contains 7165 members 
Mstep: Class 3 contains 29423 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90263 members 
Mstep: Class 6 contains 70934 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163825 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159339 members 
Mstep: Class 12 contains 95184 members 
Mstep: Class 13 contains 158030 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 2941 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174865 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161208 members 
Mstep: Class 22 contains 3802 members 
Mstep: Class 23 contains 157984 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440096.000000 Penalty: 84149.148438
Iteration 401Q: 25 clusters Score -1.804401e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88890 members 
Mstep: Class 2 contains 7164 members 
Mstep: Class 3 contains 29441 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90236 members 
Mstep: Class 6 contains 70938 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163823 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159338 members 
Mstep: Class 12 contains 95183 members 
Mstep: Class 13 contains 158036 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 2943 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174873 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161207 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 157984 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439984.000000 Penalty: 84149.148438
Iteration 402Q: 25 clusters Score -1.8044e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88893 members 
Mstep: Class 2 contains 7163 members 
Mstep: Class 3 contains 29465 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90202 members 
Mstep: Class 6 contains 70936 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163823 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159329 members 
Mstep: Class 12 contains 95178 members 
Mstep: Class 13 contains 158060 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5469 members 
Mstep: Class 16 contains 2943 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174886 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161201 members 
Mstep: Class 22 contains 3799 members 
Mstep: Class 23 contains 157978 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439824.000000 Penalty: 84149.148438
Iteration 403Q: 25 clusters Score -1.804398e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88894 members 
Mstep: Class 2 contains 7163 members 
Mstep: Class 3 contains 29488 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90184 members 
Mstep: Class 6 contains 70930 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163822 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159322 members 
Mstep: Class 12 contains 95174 members 
Mstep: Class 13 contains 158084 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5470 members 
Mstep: Class 16 contains 2942 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174900 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161184 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157968 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439888.000000 Penalty: 84149.148438
Iteration 404Q: 25 clusters Score -1.804399e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88888 members 
Mstep: Class 2 contains 7163 members 
Mstep: Class 3 contains 29509 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90184 members 
Mstep: Class 6 contains 70931 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163819 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159316 members 
Mstep: Class 12 contains 95169 members 
Mstep: Class 13 contains 158087 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5470 members 
Mstep: Class 16 contains 2940 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174911 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161168 members 
Mstep: Class 22 contains 3804 members 
Mstep: Class 23 contains 157966 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439744.000000 Penalty: 84149.148438
Iteration 405Q: 25 clusters Score -1.804397e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88882 members 
Mstep: Class 2 contains 7163 members 
Mstep: Class 3 contains 29532 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90175 members 
Mstep: Class 6 contains 70930 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163820 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159301 members 
Mstep: Class 12 contains 95171 members 
Mstep: Class 13 contains 158090 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5470 members 
Mstep: Class 16 contains 2938 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174919 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161162 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157967 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439936.000000 Penalty: 84149.148438
Iteration 406Q: 25 clusters Score -1.804399e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88889 members 
Mstep: Class 2 contains 7163 members 
Mstep: Class 3 contains 29552 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90168 members 
Mstep: Class 6 contains 70934 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163818 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159278 members 
Mstep: Class 12 contains 95172 members 
Mstep: Class 13 contains 158086 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5470 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174927 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161163 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157964 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439968.000000 Penalty: 84149.148438
Iteration 407Q: 25 clusters Score -1.8044e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88894 members 
Mstep: Class 2 contains 7163 members 
Mstep: Class 3 contains 29567 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90143 members 
Mstep: Class 6 contains 70931 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163818 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159261 members 
Mstep: Class 12 contains 95176 members 
Mstep: Class 13 contains 158092 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5470 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174939 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161164 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157966 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440016.000000 Penalty: 84149.148438
Iteration 408Q: 25 clusters Score -1.8044e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88891 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 29579 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90136 members 
Mstep: Class 6 contains 70933 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163818 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159235 members 
Mstep: Class 12 contains 95179 members 
Mstep: Class 13 contains 158110 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5470 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174954 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161158 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157960 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439968.000000 Penalty: 84149.148438
Iteration 409Q: 25 clusters Score -1.8044e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88887 members 
Mstep: Class 2 contains 7161 members 
Mstep: Class 3 contains 29600 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90140 members 
Mstep: Class 6 contains 70929 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163820 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159203 members 
Mstep: Class 12 contains 95177 members 
Mstep: Class 13 contains 158121 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5470 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174972 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161144 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157960 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439856.000000 Penalty: 84149.148438
Iteration 410Q: 25 clusters Score -1.804399e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88885 members 
Mstep: Class 2 contains 7160 members 
Mstep: Class 3 contains 29623 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90133 members 
Mstep: Class 6 contains 70921 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163817 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159183 members 
Mstep: Class 12 contains 95177 members 
Mstep: Class 13 contains 158130 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 5470 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174990 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161141 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157953 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439904.000000 Penalty: 84149.148438
Iteration 411Q: 25 clusters Score -1.804399e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88887 members 
Mstep: Class 2 contains 7160 members 
Mstep: Class 3 contains 29633 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90120 members 
Mstep: Class 6 contains 70925 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163811 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159174 members 
Mstep: Class 12 contains 95177 members 
Mstep: Class 13 contains 158134 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 5471 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 175006 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161135 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157950 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439824.000000 Penalty: 84149.148438
Iteration 412Q: 25 clusters Score -1.804398e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88886 members 
Mstep: Class 2 contains 7160 members 
Mstep: Class 3 contains 29648 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90107 members 
Mstep: Class 6 contains 70920 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163815 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159167 members 
Mstep: Class 12 contains 95169 members 
Mstep: Class 13 contains 158140 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 5472 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 175015 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161138 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157948 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439696.000000 Penalty: 84149.148438
Iteration 413Q: 25 clusters Score -1.804397e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88879 members 
Mstep: Class 2 contains 7160 members 
Mstep: Class 3 contains 29660 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90105 members 
Mstep: Class 6 contains 70924 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163798 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159175 members 
Mstep: Class 12 contains 95169 members 
Mstep: Class 13 contains 158144 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 5472 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 175022 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161131 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157946 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439632.000000 Penalty: 84149.148438
Iteration 414Q: 25 clusters Score -1.804396e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88872 members 
Mstep: Class 2 contains 7160 members 
Mstep: Class 3 contains 29668 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90111 members 
Mstep: Class 6 contains 70932 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163803 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159179 members 
Mstep: Class 12 contains 95164 members 
Mstep: Class 13 contains 158152 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 5472 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 175013 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161124 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157935 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439664.000000 Penalty: 84149.148438
Iteration 415Q: 25 clusters Score -1.804397e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88865 members 
Mstep: Class 2 contains 7160 members 
Mstep: Class 3 contains 29673 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90109 members 
Mstep: Class 6 contains 70933 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163812 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159173 members 
Mstep: Class 12 contains 95163 members 
Mstep: Class 13 contains 158164 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 5472 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 175005 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161125 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157930 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439840.000000 Penalty: 84149.148438
Iteration 416Q: 25 clusters Score -1.804398e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88856 members 
Mstep: Class 2 contains 7159 members 
Mstep: Class 3 contains 29680 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90101 members 
Mstep: Class 6 contains 70935 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163812 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159177 members 
Mstep: Class 12 contains 95163 members 
Mstep: Class 13 contains 158165 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 5472 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 175001 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161130 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157933 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439840.000000 Penalty: 84149.148438
Iteration 417Q: 25 clusters Score -1.804398e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88856 members 
Mstep: Class 2 contains 7158 members 
Mstep: Class 3 contains 29696 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90082 members 
Mstep: Class 6 contains 70933 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163813 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159174 members 
Mstep: Class 12 contains 95160 members 
Mstep: Class 13 contains 158175 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174994 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161134 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157936 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439664.000000 Penalty: 84149.148438
Iteration 418Q: 25 clusters Score -1.804397e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88860 members 
Mstep: Class 2 contains 7156 members 
Mstep: Class 3 contains 29711 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90073 members 
Mstep: Class 6 contains 70929 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163805 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159180 members 
Mstep: Class 12 contains 95161 members 
Mstep: Class 13 contains 158190 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174972 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161142 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157933 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439728.000000 Penalty: 84149.148438
Iteration 419Q: 25 clusters Score -1.804397e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88863 members 
Mstep: Class 2 contains 7152 members 
Mstep: Class 3 contains 29715 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90070 members 
Mstep: Class 6 contains 70927 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163813 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159176 members 
Mstep: Class 12 contains 95151 members 
Mstep: Class 13 contains 158199 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2933 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174972 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161140 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157935 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439760.000000 Penalty: 84149.148438
Iteration 420F: 25 clusters Score -1.804398e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88861 members 
Mstep: Class 2 contains 7149 members 
Mstep: Class 3 contains 29726 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90066 members 
Mstep: Class 6 contains 70927 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163810 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159185 members 
Mstep: Class 12 contains 95152 members 
Mstep: Class 13 contains 158199 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2933 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174971 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161136 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157931 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439648.000000 Penalty: 84149.148438
Iteration 421Q: 25 clusters Score -1.804396e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88858 members 
Mstep: Class 2 contains 7146 members 
Mstep: Class 3 contains 29731 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90059 members 
Mstep: Class 6 contains 70928 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163815 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159198 members 
Mstep: Class 12 contains 95152 members 
Mstep: Class 13 contains 158201 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2933 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174956 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161139 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157930 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439712.000000 Penalty: 84149.148438
Iteration 422Q: 25 clusters Score -1.804397e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88857 members 
Mstep: Class 2 contains 7143 members 
Mstep: Class 3 contains 29742 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90061 members 
Mstep: Class 6 contains 70927 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163822 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159202 members 
Mstep: Class 12 contains 95150 members 
Mstep: Class 13 contains 158196 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2933 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174948 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161144 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157921 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439792.000000 Penalty: 84149.148438
Iteration 423Q: 25 clusters Score -1.804398e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88856 members 
Mstep: Class 2 contains 7140 members 
Mstep: Class 3 contains 29754 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90063 members 
Mstep: Class 6 contains 70925 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163834 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159196 members 
Mstep: Class 12 contains 95146 members 
Mstep: Class 13 contains 158195 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2933 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174946 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161137 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157921 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439792.000000 Penalty: 84149.148438
Iteration 424Q: 25 clusters Score -1.804398e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88863 members 
Mstep: Class 2 contains 7137 members 
Mstep: Class 3 contains 29767 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90067 members 
Mstep: Class 6 contains 70923 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163835 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159194 members 
Mstep: Class 12 contains 95140 members 
Mstep: Class 13 contains 158198 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2933 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174938 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161134 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157917 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439680.000000 Penalty: 84149.148438
Iteration 425Q: 25 clusters Score -1.804397e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88865 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 29784 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90075 members 
Mstep: Class 6 contains 70925 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163831 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159191 members 
Mstep: Class 12 contains 95141 members 
Mstep: Class 13 contains 158189 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2933 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174917 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161136 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157924 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439568.000000 Penalty: 84149.148438
Iteration 426Q: 25 clusters Score -1.804396e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88861 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 29796 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90083 members 
Mstep: Class 6 contains 70923 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163832 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159195 members 
Mstep: Class 12 contains 95148 members 
Mstep: Class 13 contains 158180 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2933 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174895 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161138 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157928 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439552.000000 Penalty: 84149.148438
Iteration 427Q: 25 clusters Score -1.804396e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88850 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 29806 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90082 members 
Mstep: Class 6 contains 70924 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163829 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159199 members 
Mstep: Class 12 contains 95143 members 
Mstep: Class 13 contains 158184 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2933 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174885 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161142 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157934 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439568.000000 Penalty: 84149.148438
Iteration 428Q: 25 clusters Score -1.804396e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88840 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 29818 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90086 members 
Mstep: Class 6 contains 70930 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163820 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159206 members 
Mstep: Class 12 contains 95146 members 
Mstep: Class 13 contains 158189 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2933 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174861 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161143 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157939 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439696.000000 Penalty: 84149.148438
Iteration 429Q: 25 clusters Score -1.804397e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88831 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 29827 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90085 members 
Mstep: Class 6 contains 70932 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163826 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159200 members 
Mstep: Class 12 contains 95147 members 
Mstep: Class 13 contains 158195 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2933 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174847 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161148 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157940 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439696.000000 Penalty: 84149.148438
Iteration 430Q: 25 clusters Score -1.804397e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88834 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 29837 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90080 members 
Mstep: Class 6 contains 70933 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163826 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159214 members 
Mstep: Class 12 contains 95144 members 
Mstep: Class 13 contains 158194 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2932 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174833 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161144 members 
Mstep: Class 22 contains 3805 members 
Mstep: Class 23 contains 157940 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439568.000000 Penalty: 84149.148438
Iteration 431Q: 25 clusters Score -1.804396e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88832 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 29847 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90078 members 
Mstep: Class 6 contains 70935 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163823 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159217 members 
Mstep: Class 12 contains 95140 members 
Mstep: Class 13 contains 158199 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2933 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174825 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161142 members 
Mstep: Class 22 contains 3803 members 
Mstep: Class 23 contains 157942 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439632.000000 Penalty: 84149.148438
Iteration 432Q: 25 clusters Score -1.804396e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88824 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 29861 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90071 members 
Mstep: Class 6 contains 70939 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163824 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159224 members 
Mstep: Class 12 contains 95139 members 
Mstep: Class 13 contains 158200 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2932 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174820 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161144 members 
Mstep: Class 22 contains 3803 members 
Mstep: Class 23 contains 157935 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439728.000000 Penalty: 84149.148438
Iteration 433Q: 25 clusters Score -1.804397e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88815 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 29875 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90071 members 
Mstep: Class 6 contains 70941 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163824 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159224 members 
Mstep: Class 12 contains 95135 members 
Mstep: Class 13 contains 158210 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2933 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174814 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161143 members 
Mstep: Class 22 contains 3803 members 
Mstep: Class 23 contains 157928 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439536.000000 Penalty: 84149.148438
Iteration 434Q: 25 clusters Score -1.804395e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88805 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 29890 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90063 members 
Mstep: Class 6 contains 70943 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163826 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159216 members 
Mstep: Class 12 contains 95137 members 
Mstep: Class 13 contains 158220 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174810 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161142 members 
Mstep: Class 22 contains 3803 members 
Mstep: Class 23 contains 157927 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439600.000000 Penalty: 84149.148438
Iteration 435Q: 25 clusters Score -1.804396e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88801 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 29903 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90058 members 
Mstep: Class 6 contains 70946 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163817 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159218 members 
Mstep: Class 12 contains 95134 members 
Mstep: Class 13 contains 158222 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174813 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161133 members 
Mstep: Class 22 contains 3803 members 
Mstep: Class 23 contains 157933 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439712.000000 Penalty: 84149.148438
Iteration 436Q: 25 clusters Score -1.804397e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88793 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 29924 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90046 members 
Mstep: Class 6 contains 70944 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163819 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159232 members 
Mstep: Class 12 contains 95136 members 
Mstep: Class 13 contains 158223 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 632 members 
Mstep: Class 18 contains 174804 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161125 members 
Mstep: Class 22 contains 3803 members 
Mstep: Class 23 contains 157931 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439808.000000 Penalty: 84149.148438
Iteration 437Q: 25 clusters Score -1.804398e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88782 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 29947 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90030 members 
Mstep: Class 6 contains 70940 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163825 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159250 members 
Mstep: Class 12 contains 95126 members 
Mstep: Class 13 contains 158224 members 
Mstep: Class 14 contains 4803 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 633 members 
Mstep: Class 18 contains 174793 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161124 members 
Mstep: Class 22 contains 3803 members 
Mstep: Class 23 contains 157932 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439904.000000 Penalty: 84149.148438
Iteration 438Q: 25 clusters Score -1.804399e+08 nChanged 188
Entering ConstructFrom: 
Score: -180439904.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (88772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88772 members 
Entering Unmasked Estep 
Score: -11767146.000000 Penalty: 2825.668945
	Iteration 0F: 2 clusters Score -1.176715e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -11707710.000000 Penalty: 5651.337891
	Iteration 0F: 3 clusters Score -1.170771e+07 nChanged 41689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -11730946.000000 Penalty: 5651.337891
	Iteration 1F: 3 clusters Score -1.173095e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -11731615.000000 Penalty: 5651.337891
	Iteration 2Q: 3 clusters Score -1.173162e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -11732243.000000 Penalty: 5651.337891
	Iteration 3Q: 3 clusters Score -1.173224e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -11732913.000000 Penalty: 5651.337891
	Iteration 4Q: 3 clusters Score -1.173291e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -11733696.000000 Penalty: 5651.337891
	Iteration 5Q: 3 clusters Score -1.17337e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -11734656.000000 Penalty: 5651.337891
	Iteration 6Q: 3 clusters Score -1.173466e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
Score: -11736136.000000 Penalty: 5651.337891
	Iteration 7Q: 3 clusters Score -1.173614e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 58642 members 
Entering Unmasked Estep 
Score: -11738635.000000 Penalty: 5651.337891
	Iteration 8F: 3 clusters Score -1.173864e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 64332 members 
Entering Unmasked Estep 
Score: -11742773.000000 Penalty: 5651.337891
	Iteration 9F: 3 clusters Score -1.174277e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 71050 members 
Entering Unmasked Estep 
Score: -11748337.000000 Penalty: 5651.337891
	Iteration 10F: 3 clusters Score -1.174834e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 77574 members 
Entering Unmasked Estep 
Score: -11754260.000000 Penalty: 5651.337891
	Iteration 11F: 3 clusters Score -1.175426e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 82562 members 
Entering Unmasked Estep 
Score: -11758840.000000 Penalty: 5651.337891
	Iteration 12F: 3 clusters Score -1.175884e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 85802 members 
Entering Unmasked Estep 
Score: -11761880.000000 Penalty: 5651.337891
	Iteration 13Q: 3 clusters Score -1.176188e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 87478 members 
Entering Unmasked Estep 
Score: -11763520.000000 Penalty: 5651.337891
	Iteration 14Q: 3 clusters Score -1.176352e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 88150 members 
Entering Unmasked Estep 
Score: -11764166.000000 Penalty: 5651.337891
	Iteration 15Q: 3 clusters Score -1.176417e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 88379 members 
Entering Unmasked Estep 
Score: -11764394.000000 Penalty: 5651.337891
	Iteration 16Q: 3 clusters Score -1.176439e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 88467 members 
Entering Unmasked Estep 
Score: -11764505.000000 Penalty: 5651.337891
	Iteration 17Q: 3 clusters Score -1.17645e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 88501 members 
Entering Unmasked Estep 
Score: -11764552.000000 Penalty: 5651.337891
	Iteration 18Q: 3 clusters Score -1.176455e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 88511 members 
Entering Unmasked Estep 
Score: -11764591.000000 Penalty: 5651.337891
	Iteration 19Q: 3 clusters Score -1.176459e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 88519 members 
Entering Unmasked Estep 
Score: -11764609.000000 Penalty: 5651.337891
	Iteration 20F: 3 clusters Score -1.176461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 88519 members 
Entering Unmasked Estep 
Score: -11764605.000000 Penalty: 5651.337891
	Iteration 21Q: 3 clusters Score -1.17646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 88521 members 
Entering Unmasked Estep 
Score: -11764612.000000 Penalty: 5651.337891
	Iteration 22Q: 3 clusters Score -1.176461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 88521 members 
Entering Unmasked Estep 
Score: -11764612.000000 Penalty: 5651.337891
	Iteration 23Q: 3 clusters Score -1.176461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 88520 members 
Entering Unmasked Estep 
Score: -11764618.000000 Penalty: 5651.337891
	Iteration 24Q: 3 clusters Score -1.176462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 88520 members 
Entering Unmasked Estep 
Score: -11764618.000000 Penalty: 5651.337891
	Iteration 25F: 3 clusters Score -1.176462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Entering Unmasked Estep 
Score: -904464.937500 Penalty: 2200.481201
	Iteration 0F: 2 clusters Score -904464.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -898647.000000 Penalty: 4400.962402
	Iteration 0F: 3 clusters Score -898647 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -900218.375000 Penalty: 4400.962402
	Iteration 1F: 3 clusters Score -900218.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -900534.187500 Penalty: 4400.962402
	Iteration 2F: 3 clusters Score -900534.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -900875.312500 Penalty: 4400.962402
	Iteration 3F: 3 clusters Score -900875.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -901270.750000 Penalty: 4400.962402
	Iteration 4F: 3 clusters Score -901270.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -901652.687500 Penalty: 4400.962402
	Iteration 5F: 3 clusters Score -901652.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -901967.562500 Penalty: 4400.962402
	Iteration 6F: 3 clusters Score -901967.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -902206.187500 Penalty: 4400.962402
	Iteration 7F: 3 clusters Score -902206.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -902375.750000 Penalty: 4400.962402
	Iteration 8Q: 3 clusters Score -902375.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -902519.562500 Penalty: 4400.962402
	Iteration 9Q: 3 clusters Score -902519.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -902617.187500 Penalty: 4400.962402
	Iteration 10Q: 3 clusters Score -902617.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -902714.625000 Penalty: 4400.962402
	Iteration 11Q: 3 clusters Score -902714.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -902788.250000 Penalty: 4400.962402
	Iteration 12Q: 3 clusters Score -902788.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -902832.125000 Penalty: 4400.962402
	Iteration 13Q: 3 clusters Score -902832.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -902867.500000 Penalty: 4400.962402
	Iteration 14Q: 3 clusters Score -902867.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -902895.125000 Penalty: 4400.962402
	Iteration 15Q: 3 clusters Score -902895.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -902915.875000 Penalty: 4400.962402
	Iteration 16Q: 3 clusters Score -902915.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -902936.937500 Penalty: 4400.962402
	Iteration 17Q: 3 clusters Score -902936.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -902955.687500 Penalty: 4400.962402
	Iteration 18Q: 3 clusters Score -902955.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -902968.875000 Penalty: 4400.962402
	Iteration 19Q: 3 clusters Score -902968.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -902983.750000 Penalty: 4400.962402
	Iteration 20F: 3 clusters Score -902983.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -903001.625000 Penalty: 4400.962402
	Iteration 21Q: 3 clusters Score -903001.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -903015.375000 Penalty: 4400.962402
	Iteration 22Q: 3 clusters Score -903015.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -903025.000000 Penalty: 4400.962402
	Iteration 23Q: 3 clusters Score -903025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -903035.562500 Penalty: 4400.962402
	Iteration 24Q: 3 clusters Score -903035.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -903045.750000 Penalty: 4400.962402
	Iteration 25Q: 3 clusters Score -903045.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -903052.687500 Penalty: 4400.962402
	Iteration 26Q: 3 clusters Score -903052.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -903054.437500 Penalty: 4400.962402
	Iteration 27Q: 3 clusters Score -903054.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -903057.375000 Penalty: 4400.962402
	Iteration 28Q: 3 clusters Score -903057.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -903060.500000 Penalty: 4400.962402
	Iteration 29Q: 3 clusters Score -903060.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -903066.437500 Penalty: 4400.962402
	Iteration 30Q: 3 clusters Score -903066.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -903067.437500 Penalty: 4400.962402
	Iteration 31Q: 3 clusters Score -903067.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -903074.437500 Penalty: 4400.962402
	Iteration 32Q: 3 clusters Score -903074.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -903079.125000 Penalty: 4400.962402
	Iteration 33Q: 3 clusters Score -903079.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -903081.937500 Penalty: 4400.962402
	Iteration 34Q: 3 clusters Score -903081.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -903086.500000 Penalty: 4400.962402
	Iteration 35Q: 3 clusters Score -903086.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -903085.812500 Penalty: 4400.962402
	Iteration 36Q: 3 clusters Score -903085.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -903087.250000 Penalty: 4400.962402
	Iteration 37Q: 3 clusters Score -903087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -903089.625000 Penalty: 4400.962402
	Iteration 38Q: 3 clusters Score -903089.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -903090.187500 Penalty: 4400.962402
	Iteration 39Q: 3 clusters Score -903090.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -903089.937500 Penalty: 4400.962402
	Iteration 40F: 3 clusters Score -903089.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -903096.500000 Penalty: 4400.962402
	Iteration 41Q: 3 clusters Score -903096.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -903096.000000 Penalty: 4400.962402
	Iteration 42Q: 3 clusters Score -903096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -903095.437500 Penalty: 4400.962402
	Iteration 43Q: 3 clusters Score -903095.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -903095.437500 Penalty: 4400.962402
	Iteration 44F: 3 clusters Score -903095.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Entering Unmasked Estep 
Score: -4202895.000000 Penalty: 2556.363770
	Iteration 0F: 2 clusters Score -4202895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -4182226.500000 Penalty: 5112.727539
	Iteration 0F: 3 clusters Score -4182226 nChanged 13552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -4189689.500000 Penalty: 5112.727539
	Iteration 1F: 3 clusters Score -4189690 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -4190099.750000 Penalty: 5112.727539
	Iteration 2Q: 3 clusters Score -4190100 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -4190409.500000 Penalty: 5112.727539
	Iteration 3Q: 3 clusters Score -4190410 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -4190649.500000 Penalty: 5112.727539
	Iteration 4Q: 3 clusters Score -4190650 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -4190917.750000 Penalty: 5112.727539
	Iteration 5Q: 3 clusters Score -4190918 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -4191233.250000 Penalty: 5112.727539
	Iteration 6Q: 3 clusters Score -4191233 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -4191579.000000 Penalty: 5112.727539
	Iteration 7Q: 3 clusters Score -4191579 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -4192033.000000 Penalty: 5112.727539
	Iteration 8Q: 3 clusters Score -4192033 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -4192711.000000 Penalty: 5112.727539
	Iteration 9Q: 3 clusters Score -4192711 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -4193747.250000 Penalty: 5112.727539
	Iteration 10F: 3 clusters Score -4193747 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -4195169.000000 Penalty: 5112.727539
	Iteration 11F: 3 clusters Score -4195169 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -4196868.000000 Penalty: 5112.727539
	Iteration 12F: 3 clusters Score -4196868 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -4198328.000000 Penalty: 5112.727539
	Iteration 13F: 3 clusters Score -4198328 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4199319.000000 Penalty: 5112.727539
	Iteration 14Q: 3 clusters Score -4199319 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4199934.000000 Penalty: 5112.727539
	Iteration 15Q: 3 clusters Score -4199934 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4200270.500000 Penalty: 5112.727539
	Iteration 16Q: 3 clusters Score -4200270 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4200438.500000 Penalty: 5112.727539
	Iteration 17Q: 3 clusters Score -4200438 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4200523.000000 Penalty: 5112.727539
	Iteration 18Q: 3 clusters Score -4200523 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4200580.500000 Penalty: 5112.727539
	Iteration 19Q: 3 clusters Score -4200580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4200614.000000 Penalty: 5112.727539
	Iteration 20F: 3 clusters Score -4200614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4200635.500000 Penalty: 5112.727539
	Iteration 21Q: 3 clusters Score -4200636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4200650.000000 Penalty: 5112.727539
	Iteration 22Q: 3 clusters Score -4200650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4200665.000000 Penalty: 5112.727539
	Iteration 23Q: 3 clusters Score -4200665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4200671.500000 Penalty: 5112.727539
	Iteration 24Q: 3 clusters Score -4200672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4200681.500000 Penalty: 5112.727539
	Iteration 25Q: 3 clusters Score -4200682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4200685.000000 Penalty: 5112.727539
	Iteration 26Q: 3 clusters Score -4200685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4200686.000000 Penalty: 5112.727539
	Iteration 27Q: 3 clusters Score -4200686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4200689.500000 Penalty: 5112.727539
	Iteration 28Q: 3 clusters Score -4200690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4200688.500000 Penalty: 5112.727539
	Iteration 29Q: 3 clusters Score -4200688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4200688.500000 Penalty: 5112.727539
	Iteration 30F: 3 clusters Score -4200688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -38128.039062 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -38128.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -36809.496094 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -36809.5 nChanged 44
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: -36953.828125 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -36953.83 nChanged 17
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: -37026.867188 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -37026.87 nChanged 3
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: -37038.113281 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -37038.11 nChanged 0
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: -37038.113281 Penalty: 2868.777344
	Iteration 4F: 3 clusters Score -37038.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (90017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90017 members 
Entering Unmasked Estep 
Score: -12147129.000000 Penalty: 2829.123047
	Iteration 0F: 2 clusters Score -1.214713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -12086838.000000 Penalty: 5658.246094
	Iteration 0F: 3 clusters Score -1.208684e+07 nChanged 42464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -12110849.000000 Penalty: 5658.246094
	Iteration 1F: 3 clusters Score -1.211085e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -12111605.000000 Penalty: 5658.246094
	Iteration 2Q: 3 clusters Score -1.21116e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -12112303.000000 Penalty: 5658.246094
	Iteration 3Q: 3 clusters Score -1.21123e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -12113164.000000 Penalty: 5658.246094
	Iteration 4Q: 3 clusters Score -1.211316e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -12114115.000000 Penalty: 5658.246094
	Iteration 5Q: 3 clusters Score -1.211412e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -12115264.000000 Penalty: 5658.246094
	Iteration 6Q: 3 clusters Score -1.211526e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -12116818.000000 Penalty: 5658.246094
	Iteration 7Q: 3 clusters Score -1.211682e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57762 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -12119030.000000 Penalty: 5658.246094
	Iteration 8Q: 3 clusters Score -1.211903e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62387 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -12122197.000000 Penalty: 5658.246094
	Iteration 9F: 3 clusters Score -1.21222e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67793 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -12126251.000000 Penalty: 5658.246094
	Iteration 10F: 3 clusters Score -1.212625e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73582 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -12131048.000000 Penalty: 5658.246094
	Iteration 11F: 3 clusters Score -1.213105e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78948 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -12135615.000000 Penalty: 5658.246094
	Iteration 12F: 3 clusters Score -1.213562e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83151 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -12139339.000000 Penalty: 5658.246094
	Iteration 13Q: 3 clusters Score -1.213934e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86099 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -12141793.000000 Penalty: 5658.246094
	Iteration 14Q: 3 clusters Score -1.214179e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87807 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -12143153.000000 Penalty: 5658.246094
	Iteration 15Q: 3 clusters Score -1.214315e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88762 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -12143875.000000 Penalty: 5658.246094
	Iteration 16Q: 3 clusters Score -1.214388e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89215 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -12144293.000000 Penalty: 5658.246094
	Iteration 17Q: 3 clusters Score -1.214429e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89449 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -12144493.000000 Penalty: 5658.246094
	Iteration 18Q: 3 clusters Score -1.214449e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89559 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -12144563.000000 Penalty: 5658.246094
	Iteration 19Q: 3 clusters Score -1.214456e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89605 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -12144602.000000 Penalty: 5658.246094
	Iteration 20F: 3 clusters Score -1.21446e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89627 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -12144630.000000 Penalty: 5658.246094
	Iteration 21Q: 3 clusters Score -1.214463e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89636 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -12144654.000000 Penalty: 5658.246094
	Iteration 22Q: 3 clusters Score -1.214465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89645 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -12144661.000000 Penalty: 5658.246094
	Iteration 23Q: 3 clusters Score -1.214466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89647 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -12144668.000000 Penalty: 5658.246094
	Iteration 24Q: 3 clusters Score -1.214467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89650 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -12144671.000000 Penalty: 5658.246094
	Iteration 25Q: 3 clusters Score -1.214467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89651 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -12144669.000000 Penalty: 5658.246094
	Iteration 26Q: 3 clusters Score -1.214467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89653 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -12144679.000000 Penalty: 5658.246094
	Iteration 27Q: 3 clusters Score -1.214468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89654 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -12144678.000000 Penalty: 5658.246094
	Iteration 28Q: 3 clusters Score -1.214468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89655 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -12144683.000000 Penalty: 5658.246094
	Iteration 29Q: 3 clusters Score -1.214468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89656 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -12144680.000000 Penalty: 5658.246094
	Iteration 30Q: 3 clusters Score -1.214468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89657 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -12144683.000000 Penalty: 5658.246094
	Iteration 31Q: 3 clusters Score -1.214468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89657 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -12144683.000000 Penalty: 5658.246094
	Iteration 32F: 3 clusters Score -1.214468e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70937 members 
Entering Unmasked Estep 
Score: -9559761.000000 Penalty: 2770.047607
	Iteration 0F: 2 clusters Score -9559761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -9512476.000000 Penalty: 5540.095215
	Iteration 0F: 3 clusters Score -9512476 nChanged 33135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -9530670.000000 Penalty: 5540.095215
	Iteration 1F: 3 clusters Score -9530670 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -9531200.000000 Penalty: 5540.095215
	Iteration 2Q: 3 clusters Score -9531200 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -9531757.000000 Penalty: 5540.095215
	Iteration 3Q: 3 clusters Score -9531757 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -9532309.000000 Penalty: 5540.095215
	Iteration 4Q: 3 clusters Score -9532309 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -9532881.000000 Penalty: 5540.095215
	Iteration 5Q: 3 clusters Score -9532881 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -9533486.000000 Penalty: 5540.095215
	Iteration 6Q: 3 clusters Score -9533486 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -9534050.000000 Penalty: 5540.095215
	Iteration 7Q: 3 clusters Score -9534050 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -9534640.000000 Penalty: 5540.095215
	Iteration 8Q: 3 clusters Score -9534640 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -9535264.000000 Penalty: 5540.095215
	Iteration 9Q: 3 clusters Score -9535264 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -9536032.000000 Penalty: 5540.095215
	Iteration 10Q: 3 clusters Score -9536032 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -9536936.000000 Penalty: 5540.095215
	Iteration 11Q: 3 clusters Score -9536936 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -9538035.000000 Penalty: 5540.095215
	Iteration 12Q: 3 clusters Score -9538035 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -9539389.000000 Penalty: 5540.095215
	Iteration 13Q: 3 clusters Score -9539389 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -9541122.000000 Penalty: 5540.095215
	Iteration 14Q: 3 clusters Score -9541122 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -9543273.000000 Penalty: 5540.095215
	Iteration 15Q: 3 clusters Score -9543273 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 50986 members 
Entering Unmasked Estep 
Score: -9545421.000000 Penalty: 5540.095215
	Iteration 16Q: 3 clusters Score -9545421 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 52859 members 
Entering Unmasked Estep 
Score: -9547332.000000 Penalty: 5540.095215
	Iteration 17Q: 3 clusters Score -9547332 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
Score: -9548777.000000 Penalty: 5540.095215
	Iteration 18Q: 3 clusters Score -9548777 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 55999 members 
Entering Unmasked Estep 
Score: -9549760.000000 Penalty: 5540.095215
	Iteration 19Q: 3 clusters Score -9549760 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -9550433.000000 Penalty: 5540.095215
	Iteration 20F: 3 clusters Score -9550433 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -9551026.000000 Penalty: 5540.095215
	Iteration 21Q: 3 clusters Score -9551026 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 59927 members 
Entering Unmasked Estep 
Score: -9551570.000000 Penalty: 5540.095215
	Iteration 22Q: 3 clusters Score -9551570 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 61160 members 
Entering Unmasked Estep 
Score: -9552220.000000 Penalty: 5540.095215
	Iteration 23Q: 3 clusters Score -9552220 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -9552782.000000 Penalty: 5540.095215
	Iteration 24Q: 3 clusters Score -9552782 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 63506 members 
Entering Unmasked Estep 
Score: -9553352.000000 Penalty: 5540.095215
	Iteration 25Q: 3 clusters Score -9553352 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -9553908.000000 Penalty: 5540.095215
	Iteration 26Q: 3 clusters Score -9553908 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -9554485.000000 Penalty: 5540.095215
	Iteration 27Q: 3 clusters Score -9554485 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 66632 members 
Entering Unmasked Estep 
Score: -9555061.000000 Penalty: 5540.095215
	Iteration 28Q: 3 clusters Score -9555061 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
Score: -9555594.000000 Penalty: 5540.095215
	Iteration 29Q: 3 clusters Score -9555594 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 68234 members 
Entering Unmasked Estep 
Score: -9556012.000000 Penalty: 5540.095215
	Iteration 30Q: 3 clusters Score -9556012 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 68793 members 
Entering Unmasked Estep 
Score: -9556333.000000 Penalty: 5540.095215
	Iteration 31Q: 3 clusters Score -9556333 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
Score: -9556612.000000 Penalty: 5540.095215
	Iteration 32Q: 3 clusters Score -9556612 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 69571 members 
Entering Unmasked Estep 
Score: -9556804.000000 Penalty: 5540.095215
	Iteration 33Q: 3 clusters Score -9556804 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 69785 members 
Entering Unmasked Estep 
Score: -9556945.000000 Penalty: 5540.095215
	Iteration 34Q: 3 clusters Score -9556945 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 69928 members 
Entering Unmasked Estep 
Score: -9557006.000000 Penalty: 5540.095215
	Iteration 35Q: 3 clusters Score -9557006 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 70042 members 
Entering Unmasked Estep 
Score: -9557065.000000 Penalty: 5540.095215
	Iteration 36Q: 3 clusters Score -9557065 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 70115 members 
Entering Unmasked Estep 
Score: -9557124.000000 Penalty: 5540.095215
	Iteration 37Q: 3 clusters Score -9557124 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 70182 members 
Entering Unmasked Estep 
Score: -9557177.000000 Penalty: 5540.095215
	Iteration 38Q: 3 clusters Score -9557177 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 70223 members 
Entering Unmasked Estep 
Score: -9557202.000000 Penalty: 5540.095215
	Iteration 39Q: 3 clusters Score -9557202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 70255 members 
Entering Unmasked Estep 
Score: -9557231.000000 Penalty: 5540.095215
	Iteration 40F: 3 clusters Score -9557231 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 70280 members 
Entering Unmasked Estep 
Score: -9557251.000000 Penalty: 5540.095215
	Iteration 41Q: 3 clusters Score -9557251 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 70299 members 
Entering Unmasked Estep 
Score: -9557262.000000 Penalty: 5540.095215
	Iteration 42Q: 3 clusters Score -9557262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 70319 members 
Entering Unmasked Estep 
Score: -9557296.000000 Penalty: 5540.095215
	Iteration 43Q: 3 clusters Score -9557296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 70334 members 
Entering Unmasked Estep 
Score: -9557311.000000 Penalty: 5540.095215
	Iteration 44Q: 3 clusters Score -9557311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 70342 members 
Entering Unmasked Estep 
Score: -9557318.000000 Penalty: 5540.095215
	Iteration 45Q: 3 clusters Score -9557318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 70349 members 
Entering Unmasked Estep 
Score: -9557319.000000 Penalty: 5540.095215
	Iteration 46Q: 3 clusters Score -9557319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 70357 members 
Entering Unmasked Estep 
Score: -9557324.000000 Penalty: 5540.095215
	Iteration 47Q: 3 clusters Score -9557324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 70361 members 
Entering Unmasked Estep 
Score: -9557324.000000 Penalty: 5540.095215
	Iteration 48Q: 3 clusters Score -9557324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 70361 members 
Entering Unmasked Estep 
Score: -9557327.000000 Penalty: 5540.095215
	Iteration 49Q: 3 clusters Score -9557327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 70363 members 
Entering Unmasked Estep 
Score: -9557327.000000 Penalty: 5540.095215
	Iteration 50Q: 3 clusters Score -9557327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 70368 members 
Entering Unmasked Estep 
Score: -9557337.000000 Penalty: 5540.095215
	Iteration 51Q: 3 clusters Score -9557337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 70371 members 
Entering Unmasked Estep 
Score: -9557339.000000 Penalty: 5540.095215
	Iteration 52Q: 3 clusters Score -9557339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 70376 members 
Entering Unmasked Estep 
Score: -9557346.000000 Penalty: 5540.095215
	Iteration 53Q: 3 clusters Score -9557346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 70378 members 
Entering Unmasked Estep 
Score: -9557350.000000 Penalty: 5540.095215
	Iteration 54Q: 3 clusters Score -9557350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 70378 members 
Entering Unmasked Estep 
Score: -9557350.000000 Penalty: 5540.095215
	Iteration 55F: 3 clusters Score -9557350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -41274.535156 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -41274.54 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 223 members 
Entering Unmasked Estep 
Score: -39981.070312 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -39981.07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40699.351562 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -40699.35 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -41355.519531 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -41355.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -41538.742188 Penalty: 3001.836182
	Iteration 3Q: 3 clusters Score -41538.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41621.308594 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -41621.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41689.449219 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -41689.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -41776.035156 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -41776.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -41807.539062 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -41807.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -41848.703125 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -41848.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -41939.593750 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -41939.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42067.453125 Penalty: 3001.836182
	Iteration 10Q: 3 clusters Score -42067.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -42099.550781 Penalty: 3001.836182
	Iteration 11Q: 3 clusters Score -42099.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -42106.714844 Penalty: 3001.836182
	Iteration 12Q: 3 clusters Score -42106.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -42109.605469 Penalty: 3001.836182
	Iteration 13Q: 3 clusters Score -42109.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -42131.394531 Penalty: 3001.836182
	Iteration 14Q: 3 clusters Score -42131.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -42135.894531 Penalty: 3001.836182
	Iteration 15Q: 3 clusters Score -42135.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -42140.898438 Penalty: 3001.836182
	Iteration 16Q: 3 clusters Score -42140.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42145.660156 Penalty: 3001.836182
	Iteration 17Q: 3 clusters Score -42145.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -42156.226562 Penalty: 3001.836182
	Iteration 18Q: 3 clusters Score -42156.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -42159.957031 Penalty: 3001.836182
	Iteration 19Q: 3 clusters Score -42159.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -42177.597656 Penalty: 3001.836182
	Iteration 20F: 3 clusters Score -42177.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42294.542969 Penalty: 3001.836182
	Iteration 21Q: 3 clusters Score -42294.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42364.597656 Penalty: 3001.836182
	Iteration 22Q: 3 clusters Score -42364.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -42398.582031 Penalty: 3001.836182
	Iteration 23Q: 3 clusters Score -42398.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42430.871094 Penalty: 3001.836182
	Iteration 24Q: 3 clusters Score -42430.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42446.835938 Penalty: 3001.836182
	Iteration 25Q: 3 clusters Score -42446.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -42458.117188 Penalty: 3001.836182
	Iteration 26Q: 3 clusters Score -42458.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42478.726562 Penalty: 3001.836182
	Iteration 27Q: 3 clusters Score -42478.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42504.355469 Penalty: 3001.836182
	Iteration 28Q: 3 clusters Score -42504.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42539.812500 Penalty: 3001.836182
	Iteration 29Q: 3 clusters Score -42539.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42545.734375 Penalty: 3001.836182
	Iteration 30Q: 3 clusters Score -42545.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42545.734375 Penalty: 3001.836182
	Iteration 31F: 3 clusters Score -42545.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88772 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 29969 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90017 members 
Mstep: Class 6 contains 70937 members 
Mstep: Class 7 contains 202 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163837 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159262 members 
Mstep: Class 12 contains 95115 members 
Mstep: Class 13 contains 158226 members 
Mstep: Class 14 contains 4804 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 635 members 
Mstep: Class 18 contains 174789 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161119 members 
Mstep: Class 22 contains 3803 members 
Mstep: Class 23 contains 157927 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 223 members 
Entering Unmasked Estep 
Score: -180439232.000000 Penalty: 87655.367188
Splitting cluster 7 changes total score from -180439904.000000 to -180439232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -71767.906250 Penalty: 1573.717773
	Iteration 0F: 2 clusters Score -71767.91 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 296 members 
Entering Unmasked Estep 
Score: -70153.140625 Penalty: 3147.435547
	Iteration 0F: 3 clusters Score -70153.14 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70330.234375 Penalty: 3147.435547
	Iteration 1F: 3 clusters Score -70330.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70397.921875 Penalty: 3147.435547
	Iteration 2F: 3 clusters Score -70397.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70421.828125 Penalty: 3147.435547
	Iteration 3Q: 3 clusters Score -70421.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70445.203125 Penalty: 3147.435547
	Iteration 4Q: 3 clusters Score -70445.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70464.171875 Penalty: 3147.435547
	Iteration 5Q: 3 clusters Score -70464.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70469.359375 Penalty: 3147.435547
	Iteration 6Q: 3 clusters Score -70469.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -70472.648438 Penalty: 3147.435547
	Iteration 7Q: 3 clusters Score -70472.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -70472.648438 Penalty: 3147.435547
	Iteration 8F: 3 clusters Score -70472.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (163837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163837 members 
Entering Unmasked Estep 
Score: -21920080.000000 Penalty: 2977.643555
	Iteration 0F: 2 clusters Score -2.192008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81976 members 
Mstep: Class 2 contains 81861 members 
Entering Unmasked Estep 
Score: -21813690.000000 Penalty: 5955.287109
	Iteration 0F: 3 clusters Score -2.181369e+07 nChanged 78537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82789 members 
Mstep: Class 2 contains 81048 members 
Entering Unmasked Estep 
Score: -21859474.000000 Penalty: 5955.287109
	Iteration 1F: 3 clusters Score -2.185947e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83604 members 
Mstep: Class 2 contains 80233 members 
Entering Unmasked Estep 
Score: -21860450.000000 Penalty: 5955.287109
	Iteration 2Q: 3 clusters Score -2.186045e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84881 members 
Mstep: Class 2 contains 78956 members 
Entering Unmasked Estep 
Score: -21861576.000000 Penalty: 5955.287109
	Iteration 3Q: 3 clusters Score -2.186158e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86871 members 
Mstep: Class 2 contains 76966 members 
Entering Unmasked Estep 
Score: -21863052.000000 Penalty: 5955.287109
	Iteration 4Q: 3 clusters Score -2.186305e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89775 members 
Mstep: Class 2 contains 74062 members 
Entering Unmasked Estep 
Score: -21865422.000000 Penalty: 5955.287109
	Iteration 5Q: 3 clusters Score -2.186542e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93682 members 
Mstep: Class 2 contains 70155 members 
Entering Unmasked Estep 
Score: -21869048.000000 Penalty: 5955.287109
	Iteration 6Q: 3 clusters Score -2.186905e+07 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98348 members 
Mstep: Class 2 contains 65489 members 
Entering Unmasked Estep 
Score: -21874626.000000 Penalty: 5955.287109
	Iteration 7F: 3 clusters Score -2.187463e+07 nChanged 10719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103403 members 
Mstep: Class 2 contains 60434 members 
Entering Unmasked Estep 
Score: -21882330.000000 Penalty: 5955.287109
	Iteration 8F: 3 clusters Score -2.188233e+07 nChanged 10900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107761 members 
Mstep: Class 2 contains 56076 members 
Entering Unmasked Estep 
Score: -21890216.000000 Penalty: 5955.287109
	Iteration 9F: 3 clusters Score -2.189022e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110447 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -21895642.000000 Penalty: 5955.287109
	Iteration 10F: 3 clusters Score -2.189564e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112227 members 
Mstep: Class 2 contains 51610 members 
Entering Unmasked Estep 
Score: -21898084.000000 Penalty: 5955.287109
	Iteration 11Q: 3 clusters Score -2.189808e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113858 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -21899050.000000 Penalty: 5955.287109
	Iteration 12Q: 3 clusters Score -2.189905e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115469 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -21899908.000000 Penalty: 5955.287109
	Iteration 13Q: 3 clusters Score -2.189991e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117055 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -21900644.000000 Penalty: 5955.287109
	Iteration 14Q: 3 clusters Score -2.190064e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118634 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -21901318.000000 Penalty: 5955.287109
	Iteration 15Q: 3 clusters Score -2.190132e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120136 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -21901958.000000 Penalty: 5955.287109
	Iteration 16Q: 3 clusters Score -2.190196e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121582 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -21902568.000000 Penalty: 5955.287109
	Iteration 17Q: 3 clusters Score -2.190257e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122999 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -21903242.000000 Penalty: 5955.287109
	Iteration 18Q: 3 clusters Score -2.190324e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124328 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -21903908.000000 Penalty: 5955.287109
	Iteration 19Q: 3 clusters Score -2.190391e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125648 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -21904608.000000 Penalty: 5955.287109
	Iteration 20F: 3 clusters Score -2.190461e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126887 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -21905274.000000 Penalty: 5955.287109
	Iteration 21Q: 3 clusters Score -2.190527e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128071 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -21905892.000000 Penalty: 5955.287109
	Iteration 22Q: 3 clusters Score -2.190589e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129130 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -21906386.000000 Penalty: 5955.287109
	Iteration 23Q: 3 clusters Score -2.190639e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130202 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -21906980.000000 Penalty: 5955.287109
	Iteration 24Q: 3 clusters Score -2.190698e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131292 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -21907532.000000 Penalty: 5955.287109
	Iteration 25Q: 3 clusters Score -2.190753e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132446 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -21908092.000000 Penalty: 5955.287109
	Iteration 26Q: 3 clusters Score -2.190809e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133598 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -21908648.000000 Penalty: 5955.287109
	Iteration 27Q: 3 clusters Score -2.190865e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134747 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -21909260.000000 Penalty: 5955.287109
	Iteration 28Q: 3 clusters Score -2.190926e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135935 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -21909866.000000 Penalty: 5955.287109
	Iteration 29Q: 3 clusters Score -2.190987e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137157 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -21910498.000000 Penalty: 5955.287109
	Iteration 30Q: 3 clusters Score -2.19105e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138327 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -21911188.000000 Penalty: 5955.287109
	Iteration 31Q: 3 clusters Score -2.191119e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139526 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -21911780.000000 Penalty: 5955.287109
	Iteration 32Q: 3 clusters Score -2.191178e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140605 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -21912404.000000 Penalty: 5955.287109
	Iteration 33Q: 3 clusters Score -2.19124e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141649 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -21913138.000000 Penalty: 5955.287109
	Iteration 34Q: 3 clusters Score -2.191314e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142722 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -21913680.000000 Penalty: 5955.287109
	Iteration 35Q: 3 clusters Score -2.191368e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143802 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -21914280.000000 Penalty: 5955.287109
	Iteration 36Q: 3 clusters Score -2.191428e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144822 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -21914938.000000 Penalty: 5955.287109
	Iteration 37Q: 3 clusters Score -2.191494e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145777 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -21915402.000000 Penalty: 5955.287109
	Iteration 38Q: 3 clusters Score -2.19154e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146638 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -21915894.000000 Penalty: 5955.287109
	Iteration 39Q: 3 clusters Score -2.191589e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147432 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -21916328.000000 Penalty: 5955.287109
	Iteration 40F: 3 clusters Score -2.191633e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148241 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -21916786.000000 Penalty: 5955.287109
	Iteration 41Q: 3 clusters Score -2.191679e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149066 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -21917086.000000 Penalty: 5955.287109
	Iteration 42Q: 3 clusters Score -2.191709e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149857 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -21917414.000000 Penalty: 5955.287109
	Iteration 43Q: 3 clusters Score -2.191741e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150555 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -21917666.000000 Penalty: 5955.287109
	Iteration 44Q: 3 clusters Score -2.191767e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151217 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -21917820.000000 Penalty: 5955.287109
	Iteration 45Q: 3 clusters Score -2.191782e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151859 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -21917998.000000 Penalty: 5955.287109
	Iteration 46Q: 3 clusters Score -2.1918e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152434 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -21918126.000000 Penalty: 5955.287109
	Iteration 47Q: 3 clusters Score -2.191813e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152982 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -21918212.000000 Penalty: 5955.287109
	Iteration 48Q: 3 clusters Score -2.191821e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153482 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -21918330.000000 Penalty: 5955.287109
	Iteration 49Q: 3 clusters Score -2.191833e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153916 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -21918360.000000 Penalty: 5955.287109
	Iteration 50Q: 3 clusters Score -2.191836e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154360 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -21918424.000000 Penalty: 5955.287109
	Iteration 51Q: 3 clusters Score -2.191842e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154783 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -21918466.000000 Penalty: 5955.287109
	Iteration 52Q: 3 clusters Score -2.191847e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155185 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -21918562.000000 Penalty: 5955.287109
	Iteration 53Q: 3 clusters Score -2.191856e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155523 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -21918568.000000 Penalty: 5955.287109
	Iteration 54Q: 3 clusters Score -2.191857e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155817 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -21918564.000000 Penalty: 5955.287109
	Iteration 55Q: 3 clusters Score -2.191856e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156084 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -21918554.000000 Penalty: 5955.287109
	Iteration 56Q: 3 clusters Score -2.191855e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156316 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -21918488.000000 Penalty: 5955.287109
	Iteration 57Q: 3 clusters Score -2.191849e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156515 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -21918510.000000 Penalty: 5955.287109
	Iteration 58Q: 3 clusters Score -2.191851e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156709 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -21918498.000000 Penalty: 5955.287109
	Iteration 59Q: 3 clusters Score -2.19185e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156890 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -21918454.000000 Penalty: 5955.287109
	Iteration 60F: 3 clusters Score -2.191845e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157060 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -21918416.000000 Penalty: 5955.287109
	Iteration 61Q: 3 clusters Score -2.191842e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157242 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -21918418.000000 Penalty: 5955.287109
	Iteration 62Q: 3 clusters Score -2.191842e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157416 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -21918340.000000 Penalty: 5955.287109
	Iteration 63Q: 3 clusters Score -2.191834e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157588 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -21918376.000000 Penalty: 5955.287109
	Iteration 64Q: 3 clusters Score -2.191838e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157764 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -21918346.000000 Penalty: 5955.287109
	Iteration 65Q: 3 clusters Score -2.191835e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157929 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -21918358.000000 Penalty: 5955.287109
	Iteration 66Q: 3 clusters Score -2.191836e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158100 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -21918390.000000 Penalty: 5955.287109
	Iteration 67Q: 3 clusters Score -2.191839e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158276 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -21918400.000000 Penalty: 5955.287109
	Iteration 68Q: 3 clusters Score -2.19184e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158454 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -21918396.000000 Penalty: 5955.287109
	Iteration 69Q: 3 clusters Score -2.19184e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158630 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -21918392.000000 Penalty: 5955.287109
	Iteration 70Q: 3 clusters Score -2.191839e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158784 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -21918418.000000 Penalty: 5955.287109
	Iteration 71Q: 3 clusters Score -2.191842e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158939 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -21918432.000000 Penalty: 5955.287109
	Iteration 72Q: 3 clusters Score -2.191843e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159097 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -21918382.000000 Penalty: 5955.287109
	Iteration 73Q: 3 clusters Score -2.191838e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159257 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -21918322.000000 Penalty: 5955.287109
	Iteration 74Q: 3 clusters Score -2.191832e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159392 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -21918312.000000 Penalty: 5955.287109
	Iteration 75Q: 3 clusters Score -2.191831e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159530 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -21918272.000000 Penalty: 5955.287109
	Iteration 76Q: 3 clusters Score -2.191827e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159650 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -21918202.000000 Penalty: 5955.287109
	Iteration 77Q: 3 clusters Score -2.19182e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159770 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -21918192.000000 Penalty: 5955.287109
	Iteration 78Q: 3 clusters Score -2.191819e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159871 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -21918158.000000 Penalty: 5955.287109
	Iteration 79Q: 3 clusters Score -2.191816e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159969 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -21918142.000000 Penalty: 5955.287109
	Iteration 80F: 3 clusters Score -2.191814e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160070 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -21918118.000000 Penalty: 5955.287109
	Iteration 81Q: 3 clusters Score -2.191812e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160189 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -21918060.000000 Penalty: 5955.287109
	Iteration 82Q: 3 clusters Score -2.191806e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160317 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -21918044.000000 Penalty: 5955.287109
	Iteration 83Q: 3 clusters Score -2.191804e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160423 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -21918024.000000 Penalty: 5955.287109
	Iteration 84Q: 3 clusters Score -2.191802e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160528 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -21918008.000000 Penalty: 5955.287109
	Iteration 85Q: 3 clusters Score -2.191801e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160631 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -21918000.000000 Penalty: 5955.287109
	Iteration 86Q: 3 clusters Score -2.1918e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160740 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -21917996.000000 Penalty: 5955.287109
	Iteration 87Q: 3 clusters Score -2.1918e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160845 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -21917992.000000 Penalty: 5955.287109
	Iteration 88Q: 3 clusters Score -2.191799e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160937 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -21918020.000000 Penalty: 5955.287109
	Iteration 89Q: 3 clusters Score -2.191802e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161022 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -21918020.000000 Penalty: 5955.287109
	Iteration 90Q: 3 clusters Score -2.191802e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161118 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -21918026.000000 Penalty: 5955.287109
	Iteration 91Q: 3 clusters Score -2.191803e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161206 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -21917984.000000 Penalty: 5955.287109
	Iteration 92Q: 3 clusters Score -2.191798e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161274 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -21917996.000000 Penalty: 5955.287109
	Iteration 93Q: 3 clusters Score -2.1918e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161344 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -21917966.000000 Penalty: 5955.287109
	Iteration 94Q: 3 clusters Score -2.191797e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161403 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -21917970.000000 Penalty: 5955.287109
	Iteration 95Q: 3 clusters Score -2.191797e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161465 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -21917942.000000 Penalty: 5955.287109
	Iteration 96Q: 3 clusters Score -2.191794e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161527 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -21917924.000000 Penalty: 5955.287109
	Iteration 97Q: 3 clusters Score -2.191792e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161597 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -21917968.000000 Penalty: 5955.287109
	Iteration 98Q: 3 clusters Score -2.191797e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161675 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -21917972.000000 Penalty: 5955.287109
	Iteration 99Q: 3 clusters Score -2.191797e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161753 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -21917982.000000 Penalty: 5955.287109
	Iteration 100F: 3 clusters Score -2.191798e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161824 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -21917960.000000 Penalty: 5955.287109
	Iteration 101Q: 3 clusters Score -2.191796e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161880 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -21917958.000000 Penalty: 5955.287109
	Iteration 102Q: 3 clusters Score -2.191796e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161934 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -21917966.000000 Penalty: 5955.287109
	Iteration 103Q: 3 clusters Score -2.191797e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161993 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -21917924.000000 Penalty: 5955.287109
	Iteration 104Q: 3 clusters Score -2.191792e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162055 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -21917906.000000 Penalty: 5955.287109
	Iteration 105Q: 3 clusters Score -2.191791e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162114 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -21917944.000000 Penalty: 5955.287109
	Iteration 106Q: 3 clusters Score -2.191794e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162173 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -21917948.000000 Penalty: 5955.287109
	Iteration 107Q: 3 clusters Score -2.191795e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162224 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -21917956.000000 Penalty: 5955.287109
	Iteration 108Q: 3 clusters Score -2.191796e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162267 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -21917950.000000 Penalty: 5955.287109
	Iteration 109Q: 3 clusters Score -2.191795e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162295 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -21917938.000000 Penalty: 5955.287109
	Iteration 110Q: 3 clusters Score -2.191794e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162320 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -21917908.000000 Penalty: 5955.287109
	Iteration 111Q: 3 clusters Score -2.191791e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162346 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -21917914.000000 Penalty: 5955.287109
	Iteration 112Q: 3 clusters Score -2.191791e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162371 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -21917940.000000 Penalty: 5955.287109
	Iteration 113Q: 3 clusters Score -2.191794e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162401 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -21917946.000000 Penalty: 5955.287109
	Iteration 114Q: 3 clusters Score -2.191795e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162427 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -21917930.000000 Penalty: 5955.287109
	Iteration 115Q: 3 clusters Score -2.191793e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162458 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -21917912.000000 Penalty: 5955.287109
	Iteration 116Q: 3 clusters Score -2.191791e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162482 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -21917930.000000 Penalty: 5955.287109
	Iteration 117Q: 3 clusters Score -2.191793e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162502 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -21917938.000000 Penalty: 5955.287109
	Iteration 118Q: 3 clusters Score -2.191794e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162520 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -21917932.000000 Penalty: 5955.287109
	Iteration 119Q: 3 clusters Score -2.191793e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162536 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -21917952.000000 Penalty: 5955.287109
	Iteration 120F: 3 clusters Score -2.191795e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162552 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -21917980.000000 Penalty: 5955.287109
	Iteration 121Q: 3 clusters Score -2.191798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162563 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -21917968.000000 Penalty: 5955.287109
	Iteration 122Q: 3 clusters Score -2.191797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162574 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -21917984.000000 Penalty: 5955.287109
	Iteration 123Q: 3 clusters Score -2.191798e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162586 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -21917968.000000 Penalty: 5955.287109
	Iteration 124Q: 3 clusters Score -2.191797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162591 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -21917966.000000 Penalty: 5955.287109
	Iteration 125Q: 3 clusters Score -2.191797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162599 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -21917964.000000 Penalty: 5955.287109
	Iteration 126Q: 3 clusters Score -2.191796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162607 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -21917966.000000 Penalty: 5955.287109
	Iteration 127Q: 3 clusters Score -2.191797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162612 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -21917972.000000 Penalty: 5955.287109
	Iteration 128Q: 3 clusters Score -2.191797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162618 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -21917952.000000 Penalty: 5955.287109
	Iteration 129Q: 3 clusters Score -2.191795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162618 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -21917950.000000 Penalty: 5955.287109
	Iteration 130Q: 3 clusters Score -2.191795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162622 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -21917950.000000 Penalty: 5955.287109
	Iteration 131Q: 3 clusters Score -2.191795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162627 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -21917938.000000 Penalty: 5955.287109
	Iteration 132Q: 3 clusters Score -2.191794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162635 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -21917952.000000 Penalty: 5955.287109
	Iteration 133Q: 3 clusters Score -2.191795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162638 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -21917946.000000 Penalty: 5955.287109
	Iteration 134Q: 3 clusters Score -2.191795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162644 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -21917944.000000 Penalty: 5955.287109
	Iteration 135Q: 3 clusters Score -2.191794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162651 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -21917938.000000 Penalty: 5955.287109
	Iteration 136Q: 3 clusters Score -2.191794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162654 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -21917936.000000 Penalty: 5955.287109
	Iteration 137Q: 3 clusters Score -2.191794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162658 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -21917942.000000 Penalty: 5955.287109
	Iteration 138Q: 3 clusters Score -2.191794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162661 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -21917928.000000 Penalty: 5955.287109
	Iteration 139Q: 3 clusters Score -2.191793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162668 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -21917940.000000 Penalty: 5955.287109
	Iteration 140F: 3 clusters Score -2.191794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162675 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -21917940.000000 Penalty: 5955.287109
	Iteration 141Q: 3 clusters Score -2.191794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162680 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -21917946.000000 Penalty: 5955.287109
	Iteration 142Q: 3 clusters Score -2.191795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162684 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -21917944.000000 Penalty: 5955.287109
	Iteration 143Q: 3 clusters Score -2.191794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162690 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -21917940.000000 Penalty: 5955.287109
	Iteration 144Q: 3 clusters Score -2.191794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162699 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -21917958.000000 Penalty: 5955.287109
	Iteration 145Q: 3 clusters Score -2.191796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162708 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -21917964.000000 Penalty: 5955.287109
	Iteration 146Q: 3 clusters Score -2.191796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162715 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -21917964.000000 Penalty: 5955.287109
	Iteration 147Q: 3 clusters Score -2.191796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162728 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -21917982.000000 Penalty: 5955.287109
	Iteration 148Q: 3 clusters Score -2.191798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162735 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -21917976.000000 Penalty: 5955.287109
	Iteration 149Q: 3 clusters Score -2.191798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162747 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -21917978.000000 Penalty: 5955.287109
	Iteration 150Q: 3 clusters Score -2.191798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162754 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -21917986.000000 Penalty: 5955.287109
	Iteration 151Q: 3 clusters Score -2.191799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162759 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -21917988.000000 Penalty: 5955.287109
	Iteration 152Q: 3 clusters Score -2.191799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162765 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -21917992.000000 Penalty: 5955.287109
	Iteration 153Q: 3 clusters Score -2.191799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162772 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -21917982.000000 Penalty: 5955.287109
	Iteration 154Q: 3 clusters Score -2.191798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162776 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -21917982.000000 Penalty: 5955.287109
	Iteration 155Q: 3 clusters Score -2.191798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162783 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -21917988.000000 Penalty: 5955.287109
	Iteration 156Q: 3 clusters Score -2.191799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162788 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -21917988.000000 Penalty: 5955.287109
	Iteration 157Q: 3 clusters Score -2.191799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162798 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -21917998.000000 Penalty: 5955.287109
	Iteration 158Q: 3 clusters Score -2.1918e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162809 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -21917996.000000 Penalty: 5955.287109
	Iteration 159Q: 3 clusters Score -2.1918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162816 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -21917996.000000 Penalty: 5955.287109
	Iteration 160F: 3 clusters Score -2.1918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162826 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -21917998.000000 Penalty: 5955.287109
	Iteration 161Q: 3 clusters Score -2.1918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162838 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -21917992.000000 Penalty: 5955.287109
	Iteration 162Q: 3 clusters Score -2.191799e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162851 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -21917994.000000 Penalty: 5955.287109
	Iteration 163Q: 3 clusters Score -2.191799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162860 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -21917974.000000 Penalty: 5955.287109
	Iteration 164Q: 3 clusters Score -2.191797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162864 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -21917976.000000 Penalty: 5955.287109
	Iteration 165Q: 3 clusters Score -2.191798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162866 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -21917982.000000 Penalty: 5955.287109
	Iteration 166Q: 3 clusters Score -2.191798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162871 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -21917982.000000 Penalty: 5955.287109
	Iteration 167Q: 3 clusters Score -2.191798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162875 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -21917974.000000 Penalty: 5955.287109
	Iteration 168Q: 3 clusters Score -2.191797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162876 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -21917984.000000 Penalty: 5955.287109
	Iteration 169Q: 3 clusters Score -2.191798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162877 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -21917986.000000 Penalty: 5955.287109
	Iteration 170Q: 3 clusters Score -2.191799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162877 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -21917986.000000 Penalty: 5955.287109
	Iteration 171F: 3 clusters Score -2.191799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Entering Unmasked Estep 
Score: -397087.125000 Penalty: 1985.413818
	Iteration 0F: 2 clusters Score -397087.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -393783.156250 Penalty: 3970.827637
	Iteration 0F: 3 clusters Score -393783.2 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -394462.437500 Penalty: 3970.827637
	Iteration 1F: 3 clusters Score -394462.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -394859.343750 Penalty: 3970.827637
	Iteration 2F: 3 clusters Score -394859.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -395187.625000 Penalty: 3970.827637
	Iteration 3F: 3 clusters Score -395187.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -395378.812500 Penalty: 3970.827637
	Iteration 4F: 3 clusters Score -395378.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -395536.062500 Penalty: 3970.827637
	Iteration 5F: 3 clusters Score -395536.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -395640.687500 Penalty: 3970.827637
	Iteration 6Q: 3 clusters Score -395640.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -395729.500000 Penalty: 3970.827637
	Iteration 7Q: 3 clusters Score -395729.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -395817.875000 Penalty: 3970.827637
	Iteration 8Q: 3 clusters Score -395817.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -395901.250000 Penalty: 3970.827637
	Iteration 9Q: 3 clusters Score -395901.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -395996.000000 Penalty: 3970.827637
	Iteration 10Q: 3 clusters Score -395996 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -396087.812500 Penalty: 3970.827637
	Iteration 11Q: 3 clusters Score -396087.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -396208.281250 Penalty: 3970.827637
	Iteration 12Q: 3 clusters Score -396208.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -396312.687500 Penalty: 3970.827637
	Iteration 13Q: 3 clusters Score -396312.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -396431.375000 Penalty: 3970.827637
	Iteration 14Q: 3 clusters Score -396431.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -396543.437500 Penalty: 3970.827637
	Iteration 15Q: 3 clusters Score -396543.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -396625.468750 Penalty: 3970.827637
	Iteration 16Q: 3 clusters Score -396625.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -396662.750000 Penalty: 3970.827637
	Iteration 17Q: 3 clusters Score -396662.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -396679.843750 Penalty: 3970.827637
	Iteration 18Q: 3 clusters Score -396679.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -396688.906250 Penalty: 3970.827637
	Iteration 19Q: 3 clusters Score -396688.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -396696.812500 Penalty: 3970.827637
	Iteration 20F: 3 clusters Score -396696.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -396700.406250 Penalty: 3970.827637
	Iteration 21Q: 3 clusters Score -396700.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -396702.968750 Penalty: 3970.827637
	Iteration 22Q: 3 clusters Score -396703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -396706.031250 Penalty: 3970.827637
	Iteration 23Q: 3 clusters Score -396706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -396709.000000 Penalty: 3970.827637
	Iteration 24Q: 3 clusters Score -396709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -396711.312500 Penalty: 3970.827637
	Iteration 25Q: 3 clusters Score -396711.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -396712.968750 Penalty: 3970.827637
	Iteration 26Q: 3 clusters Score -396713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -396713.406250 Penalty: 3970.827637
	Iteration 27Q: 3 clusters Score -396713.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -396713.406250 Penalty: 3970.827637
	Iteration 28F: 3 clusters Score -396713.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (159262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159262 members 
Entering Unmasked Estep 
Score: -21514138.000000 Penalty: 2970.619873
	Iteration 0F: 2 clusters Score -2.151414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79971 members 
Mstep: Class 2 contains 79291 members 
Entering Unmasked Estep 
Score: -21409036.000000 Penalty: 5941.239746
	Iteration 0F: 3 clusters Score -2.140904e+07 nChanged 76370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84771 members 
Mstep: Class 2 contains 74491 members 
Entering Unmasked Estep 
Score: -21453322.000000 Penalty: 5941.239746
	Iteration 1F: 3 clusters Score -2.145332e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88137 members 
Mstep: Class 2 contains 71125 members 
Entering Unmasked Estep 
Score: -21454502.000000 Penalty: 5941.239746
	Iteration 2Q: 3 clusters Score -2.14545e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93186 members 
Mstep: Class 2 contains 66076 members 
Entering Unmasked Estep 
Score: -21456540.000000 Penalty: 5941.239746
	Iteration 3Q: 3 clusters Score -2.145654e+07 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100933 members 
Mstep: Class 2 contains 58329 members 
Entering Unmasked Estep 
Score: -21460202.000000 Penalty: 5941.239746
	Iteration 4F: 3 clusters Score -2.14602e+07 nChanged 11225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112072 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -21467458.000000 Penalty: 5941.239746
	Iteration 5F: 3 clusters Score -2.146746e+07 nChanged 14489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126539 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -21479552.000000 Penalty: 5941.239746
	Iteration 6F: 3 clusters Score -2.147955e+07 nChanged 15117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141650 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -21494580.000000 Penalty: 5941.239746
	Iteration 7F: 3 clusters Score -2.149458e+07 nChanged 10930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152574 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -21505916.000000 Penalty: 5941.239746
	Iteration 8F: 3 clusters Score -2.150592e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157296 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -21510182.000000 Penalty: 5941.239746
	Iteration 9Q: 3 clusters Score -2.151018e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158561 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -21511136.000000 Penalty: 5941.239746
	Iteration 10Q: 3 clusters Score -2.151114e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158878 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -21511434.000000 Penalty: 5941.239746
	Iteration 11Q: 3 clusters Score -2.151143e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158975 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -21511534.000000 Penalty: 5941.239746
	Iteration 12Q: 3 clusters Score -2.151153e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158995 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -21511568.000000 Penalty: 5941.239746
	Iteration 13Q: 3 clusters Score -2.151157e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159011 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21511606.000000 Penalty: 5941.239746
	Iteration 14Q: 3 clusters Score -2.151161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159010 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21511598.000000 Penalty: 5941.239746
	Iteration 15Q: 3 clusters Score -2.15116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159014 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21511614.000000 Penalty: 5941.239746
	Iteration 16Q: 3 clusters Score -2.151161e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159021 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21511606.000000 Penalty: 5941.239746
	Iteration 17Q: 3 clusters Score -2.151161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159019 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -21511622.000000 Penalty: 5941.239746
	Iteration 18Q: 3 clusters Score -2.151162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159021 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21511614.000000 Penalty: 5941.239746
	Iteration 19Q: 3 clusters Score -2.151161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159021 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21511626.000000 Penalty: 5941.239746
	Iteration 20F: 3 clusters Score -2.151163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159020 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21511628.000000 Penalty: 5941.239746
	Iteration 21Q: 3 clusters Score -2.151163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159020 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21511628.000000 Penalty: 5941.239746
	Iteration 22F: 3 clusters Score -2.151163e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (95115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95115 members 
Entering Unmasked Estep 
Score: -12316736.000000 Penalty: 2842.784912
	Iteration 0F: 2 clusters Score -1.231674e+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 47383 members 
Entering Unmasked Estep 
Score: -12253031.000000 Penalty: 5685.569824
	Iteration 0F: 3 clusters Score -1.225303e+07 nChanged 45062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -12278689.000000 Penalty: 5685.569824
	Iteration 1F: 3 clusters Score -1.227869e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -12279432.000000 Penalty: 5685.569824
	Iteration 2Q: 3 clusters Score -1.227943e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -12280331.000000 Penalty: 5685.569824
	Iteration 3Q: 3 clusters Score -1.228033e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -12281580.000000 Penalty: 5685.569824
	Iteration 4Q: 3 clusters Score -1.228158e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -12283620.000000 Penalty: 5685.569824
	Iteration 5Q: 3 clusters Score -1.228362e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64565 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -12287064.000000 Penalty: 5685.569824
	Iteration 6F: 3 clusters Score -1.228706e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71405 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -12292584.000000 Penalty: 5685.569824
	Iteration 7F: 3 clusters Score -1.229258e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79120 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -12299808.000000 Penalty: 5685.569824
	Iteration 8F: 3 clusters Score -1.229981e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85941 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -12306645.000000 Penalty: 5685.569824
	Iteration 9F: 3 clusters Score -1.230664e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90253 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -12310836.000000 Penalty: 5685.569824
	Iteration 10Q: 3 clusters Score -1.231084e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92414 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -12312725.000000 Penalty: 5685.569824
	Iteration 11Q: 3 clusters Score -1.231272e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93349 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -12313555.000000 Penalty: 5685.569824
	Iteration 12Q: 3 clusters Score -1.231356e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93743 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -12313872.000000 Penalty: 5685.569824
	Iteration 13Q: 3 clusters Score -1.231387e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93957 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -12314044.000000 Penalty: 5685.569824
	Iteration 14Q: 3 clusters Score -1.231404e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94077 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -12314147.000000 Penalty: 5685.569824
	Iteration 15Q: 3 clusters Score -1.231415e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94162 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -12314199.000000 Penalty: 5685.569824
	Iteration 16Q: 3 clusters Score -1.23142e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94216 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -12314256.000000 Penalty: 5685.569824
	Iteration 17Q: 3 clusters Score -1.231426e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94253 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -12314281.000000 Penalty: 5685.569824
	Iteration 18Q: 3 clusters Score -1.231428e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94283 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -12314322.000000 Penalty: 5685.569824
	Iteration 19Q: 3 clusters Score -1.231432e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94313 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -12314360.000000 Penalty: 5685.569824
	Iteration 20F: 3 clusters Score -1.231436e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94330 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -12314388.000000 Penalty: 5685.569824
	Iteration 21Q: 3 clusters Score -1.231439e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94343 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -12314398.000000 Penalty: 5685.569824
	Iteration 22Q: 3 clusters Score -1.23144e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94357 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -12314409.000000 Penalty: 5685.569824
	Iteration 23Q: 3 clusters Score -1.231441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94362 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -12314417.000000 Penalty: 5685.569824
	Iteration 24Q: 3 clusters Score -1.231442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94366 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -12314413.000000 Penalty: 5685.569824
	Iteration 25Q: 3 clusters Score -1.231441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94375 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -12314423.000000 Penalty: 5685.569824
	Iteration 26Q: 3 clusters Score -1.231442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94383 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -12314421.000000 Penalty: 5685.569824
	Iteration 27Q: 3 clusters Score -1.231442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94391 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -12314416.000000 Penalty: 5685.569824
	Iteration 28Q: 3 clusters Score -1.231442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94397 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -12314426.000000 Penalty: 5685.569824
	Iteration 29Q: 3 clusters Score -1.231443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94398 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -12314436.000000 Penalty: 5685.569824
	Iteration 30Q: 3 clusters Score -1.231444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94400 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -12314438.000000 Penalty: 5685.569824
	Iteration 31Q: 3 clusters Score -1.231444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94407 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -12314441.000000 Penalty: 5685.569824
	Iteration 32Q: 3 clusters Score -1.231444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94410 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -12314439.000000 Penalty: 5685.569824
	Iteration 33Q: 3 clusters Score -1.231444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94412 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -12314450.000000 Penalty: 5685.569824
	Iteration 34Q: 3 clusters Score -1.231445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94417 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -12314445.000000 Penalty: 5685.569824
	Iteration 35Q: 3 clusters Score -1.231444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94418 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12314449.000000 Penalty: 5685.569824
	Iteration 36Q: 3 clusters Score -1.231445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94420 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -12314442.000000 Penalty: 5685.569824
	Iteration 37Q: 3 clusters Score -1.231444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94420 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -12314444.000000 Penalty: 5685.569824
	Iteration 38Q: 3 clusters Score -1.231444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94420 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -12314444.000000 Penalty: 5685.569824
	Iteration 39F: 3 clusters Score -1.231444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (158226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158226 members 
Entering Unmasked Estep 
Score: -21111754.000000 Penalty: 2969.001465
	Iteration 0F: 2 clusters Score -2.111175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79221 members 
Mstep: Class 2 contains 79005 members 
Entering Unmasked Estep 
Score: -21006874.000000 Penalty: 5938.002930
	Iteration 0F: 3 clusters Score -2.100687e+07 nChanged 75772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80697 members 
Mstep: Class 2 contains 77529 members 
Entering Unmasked Estep 
Score: -21050970.000000 Penalty: 5938.002930
	Iteration 1F: 3 clusters Score -2.105097e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81556 members 
Mstep: Class 2 contains 76670 members 
Entering Unmasked Estep 
Score: -21051820.000000 Penalty: 5938.002930
	Iteration 2Q: 3 clusters Score -2.105182e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82917 members 
Mstep: Class 2 contains 75309 members 
Entering Unmasked Estep 
Score: -21053008.000000 Penalty: 5938.002930
	Iteration 3Q: 3 clusters Score -2.105301e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85062 members 
Mstep: Class 2 contains 73164 members 
Entering Unmasked Estep 
Score: -21054540.000000 Penalty: 5938.002930
	Iteration 4Q: 3 clusters Score -2.105454e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88350 members 
Mstep: Class 2 contains 69876 members 
Entering Unmasked Estep 
Score: -21056900.000000 Penalty: 5938.002930
	Iteration 5Q: 3 clusters Score -2.10569e+07 nChanged 7928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93154 members 
Mstep: Class 2 contains 65072 members 
Entering Unmasked Estep 
Score: -21061208.000000 Penalty: 5938.002930
	Iteration 6F: 3 clusters Score -2.106121e+07 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99894 members 
Mstep: Class 2 contains 58332 members 
Entering Unmasked Estep 
Score: -21068644.000000 Penalty: 5938.002930
	Iteration 7F: 3 clusters Score -2.106864e+07 nChanged 12140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107922 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -21078438.000000 Penalty: 5938.002930
	Iteration 8F: 3 clusters Score -2.107844e+07 nChanged 11825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115657 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -21088846.000000 Penalty: 5938.002930
	Iteration 9F: 3 clusters Score -2.108885e+07 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121155 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -21095726.000000 Penalty: 5938.002930
	Iteration 10F: 3 clusters Score -2.109573e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124798 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -21099194.000000 Penalty: 5938.002930
	Iteration 11Q: 3 clusters Score -2.109919e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127763 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -21101232.000000 Penalty: 5938.002930
	Iteration 12Q: 3 clusters Score -2.110123e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130369 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -21102620.000000 Penalty: 5938.002930
	Iteration 13Q: 3 clusters Score -2.110262e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132734 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -21103992.000000 Penalty: 5938.002930
	Iteration 14Q: 3 clusters Score -2.110399e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134998 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -21104996.000000 Penalty: 5938.002930
	Iteration 15Q: 3 clusters Score -2.1105e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137026 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -21106126.000000 Penalty: 5938.002930
	Iteration 16Q: 3 clusters Score -2.110613e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138803 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -21106822.000000 Penalty: 5938.002930
	Iteration 17Q: 3 clusters Score -2.110682e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140441 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -21107534.000000 Penalty: 5938.002930
	Iteration 18Q: 3 clusters Score -2.110753e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141876 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -21108010.000000 Penalty: 5938.002930
	Iteration 19Q: 3 clusters Score -2.110801e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143159 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -21108574.000000 Penalty: 5938.002930
	Iteration 20F: 3 clusters Score -2.110857e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144382 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -21108842.000000 Penalty: 5938.002930
	Iteration 21Q: 3 clusters Score -2.110884e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145473 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -21109118.000000 Penalty: 5938.002930
	Iteration 22Q: 3 clusters Score -2.110912e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146438 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -21109354.000000 Penalty: 5938.002930
	Iteration 23Q: 3 clusters Score -2.110935e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147301 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -21109528.000000 Penalty: 5938.002930
	Iteration 24Q: 3 clusters Score -2.110953e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148112 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -21109696.000000 Penalty: 5938.002930
	Iteration 25Q: 3 clusters Score -2.11097e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148926 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -21109900.000000 Penalty: 5938.002930
	Iteration 26Q: 3 clusters Score -2.11099e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149650 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -21110138.000000 Penalty: 5938.002930
	Iteration 27Q: 3 clusters Score -2.111014e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150306 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -21110270.000000 Penalty: 5938.002930
	Iteration 28Q: 3 clusters Score -2.111027e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150887 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -21110464.000000 Penalty: 5938.002930
	Iteration 29Q: 3 clusters Score -2.111046e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151403 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -21110590.000000 Penalty: 5938.002930
	Iteration 30Q: 3 clusters Score -2.111059e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151869 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -21110658.000000 Penalty: 5938.002930
	Iteration 31Q: 3 clusters Score -2.111066e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152254 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -21110780.000000 Penalty: 5938.002930
	Iteration 32Q: 3 clusters Score -2.111078e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152609 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -21110906.000000 Penalty: 5938.002930
	Iteration 33Q: 3 clusters Score -2.111091e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152911 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -21110984.000000 Penalty: 5938.002930
	Iteration 34Q: 3 clusters Score -2.111098e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153148 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -21111106.000000 Penalty: 5938.002930
	Iteration 35Q: 3 clusters Score -2.111111e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153360 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -21111096.000000 Penalty: 5938.002930
	Iteration 36Q: 3 clusters Score -2.11111e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153545 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -21111120.000000 Penalty: 5938.002930
	Iteration 37Q: 3 clusters Score -2.111112e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153700 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -21111108.000000 Penalty: 5938.002930
	Iteration 38Q: 3 clusters Score -2.111111e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153844 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -21111124.000000 Penalty: 5938.002930
	Iteration 39Q: 3 clusters Score -2.111112e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153979 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -21111120.000000 Penalty: 5938.002930
	Iteration 40F: 3 clusters Score -2.111112e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154095 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -21111128.000000 Penalty: 5938.002930
	Iteration 41Q: 3 clusters Score -2.111113e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154197 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -21111188.000000 Penalty: 5938.002930
	Iteration 42Q: 3 clusters Score -2.111119e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154292 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -21111162.000000 Penalty: 5938.002930
	Iteration 43Q: 3 clusters Score -2.111116e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154357 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -21111158.000000 Penalty: 5938.002930
	Iteration 44Q: 3 clusters Score -2.111116e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154407 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -21111152.000000 Penalty: 5938.002930
	Iteration 45Q: 3 clusters Score -2.111115e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154445 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -21111128.000000 Penalty: 5938.002930
	Iteration 46Q: 3 clusters Score -2.111113e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154476 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -21111124.000000 Penalty: 5938.002930
	Iteration 47Q: 3 clusters Score -2.111112e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154505 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -21111108.000000 Penalty: 5938.002930
	Iteration 48Q: 3 clusters Score -2.111111e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154535 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -21111134.000000 Penalty: 5938.002930
	Iteration 49Q: 3 clusters Score -2.111113e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154559 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -21111156.000000 Penalty: 5938.002930
	Iteration 50Q: 3 clusters Score -2.111116e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154575 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -21111140.000000 Penalty: 5938.002930
	Iteration 51Q: 3 clusters Score -2.111114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154586 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -21111154.000000 Penalty: 5938.002930
	Iteration 52Q: 3 clusters Score -2.111115e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154603 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -21111144.000000 Penalty: 5938.002930
	Iteration 53Q: 3 clusters Score -2.111114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154615 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -21111144.000000 Penalty: 5938.002930
	Iteration 54Q: 3 clusters Score -2.111114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154621 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -21111138.000000 Penalty: 5938.002930
	Iteration 55Q: 3 clusters Score -2.111114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154624 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -21111134.000000 Penalty: 5938.002930
	Iteration 56Q: 3 clusters Score -2.111113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154629 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -21111140.000000 Penalty: 5938.002930
	Iteration 57Q: 3 clusters Score -2.111114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154634 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -21111148.000000 Penalty: 5938.002930
	Iteration 58Q: 3 clusters Score -2.111115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154638 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -21111152.000000 Penalty: 5938.002930
	Iteration 59Q: 3 clusters Score -2.111115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154640 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -21111146.000000 Penalty: 5938.002930
	Iteration 60F: 3 clusters Score -2.111115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154644 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -21111146.000000 Penalty: 5938.002930
	Iteration 61Q: 3 clusters Score -2.111115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154650 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -21111148.000000 Penalty: 5938.002930
	Iteration 62Q: 3 clusters Score -2.111115e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154657 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -21111154.000000 Penalty: 5938.002930
	Iteration 63Q: 3 clusters Score -2.111115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154660 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -21111140.000000 Penalty: 5938.002930
	Iteration 64Q: 3 clusters Score -2.111114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154663 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -21111146.000000 Penalty: 5938.002930
	Iteration 65Q: 3 clusters Score -2.111115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154666 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -21111142.000000 Penalty: 5938.002930
	Iteration 66Q: 3 clusters Score -2.111114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154668 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -21111138.000000 Penalty: 5938.002930
	Iteration 67Q: 3 clusters Score -2.111114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154670 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -21111134.000000 Penalty: 5938.002930
	Iteration 68Q: 3 clusters Score -2.111113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154674 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -21111132.000000 Penalty: 5938.002930
	Iteration 69Q: 3 clusters Score -2.111113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154678 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -21111136.000000 Penalty: 5938.002930
	Iteration 70Q: 3 clusters Score -2.111114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154680 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -21111136.000000 Penalty: 5938.002930
	Iteration 71Q: 3 clusters Score -2.111114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154683 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -21111136.000000 Penalty: 5938.002930
	Iteration 72Q: 3 clusters Score -2.111114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154686 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -21111128.000000 Penalty: 5938.002930
	Iteration 73Q: 3 clusters Score -2.111113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154686 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -21111128.000000 Penalty: 5938.002930
	Iteration 74F: 3 clusters Score -2.111113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Entering Unmasked Estep 
Score: -634044.687500 Penalty: 2102.346680
	Iteration 0F: 2 clusters Score -634044.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -629697.750000 Penalty: 4204.693359
	Iteration 0F: 3 clusters Score -629697.8 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -630681.875000 Penalty: 4204.693359
	Iteration 1F: 3 clusters Score -630681.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -630908.437500 Penalty: 4204.693359
	Iteration 2F: 3 clusters Score -630908.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -631053.875000 Penalty: 4204.693359
	Iteration 3F: 3 clusters Score -631053.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -631178.062500 Penalty: 4204.693359
	Iteration 4Q: 3 clusters Score -631178.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -631322.250000 Penalty: 4204.693359
	Iteration 5Q: 3 clusters Score -631322.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -631496.500000 Penalty: 4204.693359
	Iteration 6Q: 3 clusters Score -631496.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -631661.062500 Penalty: 4204.693359
	Iteration 7Q: 3 clusters Score -631661.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -631815.250000 Penalty: 4204.693359
	Iteration 8Q: 3 clusters Score -631815.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -631934.250000 Penalty: 4204.693359
	Iteration 9Q: 3 clusters Score -631934.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -632031.375000 Penalty: 4204.693359
	Iteration 10Q: 3 clusters Score -632031.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -632132.375000 Penalty: 4204.693359
	Iteration 11Q: 3 clusters Score -632132.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -632215.562500 Penalty: 4204.693359
	Iteration 12Q: 3 clusters Score -632215.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -632290.500000 Penalty: 4204.693359
	Iteration 13Q: 3 clusters Score -632290.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -632369.937500 Penalty: 4204.693359
	Iteration 14Q: 3 clusters Score -632369.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -632440.062500 Penalty: 4204.693359
	Iteration 15Q: 3 clusters Score -632440.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -632483.750000 Penalty: 4204.693359
	Iteration 16Q: 3 clusters Score -632483.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -632520.187500 Penalty: 4204.693359
	Iteration 17Q: 3 clusters Score -632520.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -632561.687500 Penalty: 4204.693359
	Iteration 18Q: 3 clusters Score -632561.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -632592.125000 Penalty: 4204.693359
	Iteration 19Q: 3 clusters Score -632592.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -632614.437500 Penalty: 4204.693359
	Iteration 20F: 3 clusters Score -632614.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -632637.750000 Penalty: 4204.693359
	Iteration 21Q: 3 clusters Score -632637.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -632653.812500 Penalty: 4204.693359
	Iteration 22Q: 3 clusters Score -632653.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -632660.062500 Penalty: 4204.693359
	Iteration 23Q: 3 clusters Score -632660.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -632665.875000 Penalty: 4204.693359
	Iteration 24Q: 3 clusters Score -632665.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -632669.250000 Penalty: 4204.693359
	Iteration 25Q: 3 clusters Score -632669.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -632670.812500 Penalty: 4204.693359
	Iteration 26Q: 3 clusters Score -632670.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -632672.125000 Penalty: 4204.693359
	Iteration 27Q: 3 clusters Score -632672.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -632674.562500 Penalty: 4204.693359
	Iteration 28Q: 3 clusters Score -632674.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -632675.437500 Penalty: 4204.693359
	Iteration 29Q: 3 clusters Score -632675.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -632675.687500 Penalty: 4204.693359
	Iteration 30Q: 3 clusters Score -632675.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -632675.812500 Penalty: 4204.693359
	Iteration 31Q: 3 clusters Score -632675.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -632675.812500 Penalty: 4204.693359
	Iteration 32F: 3 clusters Score -632675.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Entering Unmasked Estep 
Score: -722273.562500 Penalty: 2134.680420
	Iteration 0F: 2 clusters Score -722273.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -717421.375000 Penalty: 4269.360840
	Iteration 0F: 3 clusters Score -717421.4 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -718617.625000 Penalty: 4269.360840
	Iteration 1F: 3 clusters Score -718617.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -718812.375000 Penalty: 4269.360840
	Iteration 2F: 3 clusters Score -718812.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -718929.250000 Penalty: 4269.360840
	Iteration 3Q: 3 clusters Score -718929.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -719015.312500 Penalty: 4269.360840
	Iteration 4Q: 3 clusters Score -719015.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -719101.625000 Penalty: 4269.360840
	Iteration 5Q: 3 clusters Score -719101.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -719182.250000 Penalty: 4269.360840
	Iteration 6Q: 3 clusters Score -719182.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -719257.000000 Penalty: 4269.360840
	Iteration 7Q: 3 clusters Score -719257 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -719338.625000 Penalty: 4269.360840
	Iteration 8Q: 3 clusters Score -719338.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -719425.625000 Penalty: 4269.360840
	Iteration 9Q: 3 clusters Score -719425.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -719514.375000 Penalty: 4269.360840
	Iteration 10Q: 3 clusters Score -719514.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -719614.812500 Penalty: 4269.360840
	Iteration 11Q: 3 clusters Score -719614.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -719717.875000 Penalty: 4269.360840
	Iteration 12Q: 3 clusters Score -719717.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -719841.000000 Penalty: 4269.360840
	Iteration 13Q: 3 clusters Score -719841 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -719969.437500 Penalty: 4269.360840
	Iteration 14Q: 3 clusters Score -719969.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -720107.625000 Penalty: 4269.360840
	Iteration 15Q: 3 clusters Score -720107.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -720229.812500 Penalty: 4269.360840
	Iteration 16Q: 3 clusters Score -720229.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -720351.062500 Penalty: 4269.360840
	Iteration 17Q: 3 clusters Score -720351.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -720444.562500 Penalty: 4269.360840
	Iteration 18Q: 3 clusters Score -720444.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -720521.937500 Penalty: 4269.360840
	Iteration 19Q: 3 clusters Score -720521.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -720593.250000 Penalty: 4269.360840
	Iteration 20F: 3 clusters Score -720593.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -720646.812500 Penalty: 4269.360840
	Iteration 21Q: 3 clusters Score -720646.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -720678.250000 Penalty: 4269.360840
	Iteration 22Q: 3 clusters Score -720678.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -720695.750000 Penalty: 4269.360840
	Iteration 23Q: 3 clusters Score -720695.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -720706.687500 Penalty: 4269.360840
	Iteration 24Q: 3 clusters Score -720706.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -720712.687500 Penalty: 4269.360840
	Iteration 25Q: 3 clusters Score -720712.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -720722.312500 Penalty: 4269.360840
	Iteration 26Q: 3 clusters Score -720722.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -720728.125000 Penalty: 4269.360840
	Iteration 27Q: 3 clusters Score -720728.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -720734.375000 Penalty: 4269.360840
	Iteration 28Q: 3 clusters Score -720734.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -720739.750000 Penalty: 4269.360840
	Iteration 29Q: 3 clusters Score -720739.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -720745.125000 Penalty: 4269.360840
	Iteration 30Q: 3 clusters Score -720745.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -720746.875000 Penalty: 4269.360840
	Iteration 31Q: 3 clusters Score -720746.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -720747.562500 Penalty: 4269.360840
	Iteration 32Q: 3 clusters Score -720747.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -720747.562500 Penalty: 4269.360840
	Iteration 33F: 3 clusters Score -720747.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Entering Unmasked Estep 
Score: -386608.593750 Penalty: 1980.062256
	Iteration 0F: 2 clusters Score -386608.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -383398.718750 Penalty: 3960.124512
	Iteration 0F: 3 clusters Score -383398.7 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -384132.906250 Penalty: 3960.124512
	Iteration 1F: 3 clusters Score -384132.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -384342.031250 Penalty: 3960.124512
	Iteration 2F: 3 clusters Score -384342 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -384461.750000 Penalty: 3960.124512
	Iteration 3F: 3 clusters Score -384461.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -384549.031250 Penalty: 3960.124512
	Iteration 4Q: 3 clusters Score -384549 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -384609.406250 Penalty: 3960.124512
	Iteration 5Q: 3 clusters Score -384609.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -384647.437500 Penalty: 3960.124512
	Iteration 6Q: 3 clusters Score -384647.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -384666.281250 Penalty: 3960.124512
	Iteration 7Q: 3 clusters Score -384666.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -384686.468750 Penalty: 3960.124512
	Iteration 8Q: 3 clusters Score -384686.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -384717.781250 Penalty: 3960.124512
	Iteration 9Q: 3 clusters Score -384717.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -384754.562500 Penalty: 3960.124512
	Iteration 10Q: 3 clusters Score -384754.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -384789.906250 Penalty: 3960.124512
	Iteration 11Q: 3 clusters Score -384789.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -384824.937500 Penalty: 3960.124512
	Iteration 12Q: 3 clusters Score -384824.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -384861.656250 Penalty: 3960.124512
	Iteration 13Q: 3 clusters Score -384861.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -384905.656250 Penalty: 3960.124512
	Iteration 14Q: 3 clusters Score -384905.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -384957.375000 Penalty: 3960.124512
	Iteration 15Q: 3 clusters Score -384957.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -385009.156250 Penalty: 3960.124512
	Iteration 16Q: 3 clusters Score -385009.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -385073.625000 Penalty: 3960.124512
	Iteration 17Q: 3 clusters Score -385073.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -385136.750000 Penalty: 3960.124512
	Iteration 18Q: 3 clusters Score -385136.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -385189.812500 Penalty: 3960.124512
	Iteration 19Q: 3 clusters Score -385189.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -385258.968750 Penalty: 3960.124512
	Iteration 20F: 3 clusters Score -385259 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -385330.125000 Penalty: 3960.124512
	Iteration 21Q: 3 clusters Score -385330.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -385432.343750 Penalty: 3960.124512
	Iteration 22Q: 3 clusters Score -385432.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -385560.562500 Penalty: 3960.124512
	Iteration 23Q: 3 clusters Score -385560.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -385677.062500 Penalty: 3960.124512
	Iteration 24Q: 3 clusters Score -385677.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -385753.531250 Penalty: 3960.124512
	Iteration 25Q: 3 clusters Score -385753.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -385825.812500 Penalty: 3960.124512
	Iteration 26Q: 3 clusters Score -385825.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -385894.281250 Penalty: 3960.124512
	Iteration 27Q: 3 clusters Score -385894.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -385939.437500 Penalty: 3960.124512
	Iteration 28Q: 3 clusters Score -385939.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -385977.531250 Penalty: 3960.124512
	Iteration 29Q: 3 clusters Score -385977.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -386006.343750 Penalty: 3960.124512
	Iteration 30Q: 3 clusters Score -386006.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -386041.000000 Penalty: 3960.124512
	Iteration 31Q: 3 clusters Score -386041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -386068.312500 Penalty: 3960.124512
	Iteration 32Q: 3 clusters Score -386068.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -386087.281250 Penalty: 3960.124512
	Iteration 33Q: 3 clusters Score -386087.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -386103.000000 Penalty: 3960.124512
	Iteration 34Q: 3 clusters Score -386103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -386110.125000 Penalty: 3960.124512
	Iteration 35Q: 3 clusters Score -386110.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -386112.781250 Penalty: 3960.124512
	Iteration 36Q: 3 clusters Score -386112.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -386114.000000 Penalty: 3960.124512
	Iteration 37Q: 3 clusters Score -386114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -386118.593750 Penalty: 3960.124512
	Iteration 38F: 3 clusters Score -386118.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -386120.312500 Penalty: 3960.124512
	Iteration 39Q: 3 clusters Score -386120.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -386120.312500 Penalty: 3960.124512
	Iteration 40F: 3 clusters Score -386120.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -76577.898438 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -76577.9 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 324 members 
Entering Unmasked Estep 
Score: -74989.273438 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -74989.27 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -75481.617188 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -75481.62 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -76140.406250 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -76140.41 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -76454.203125 Penalty: 3200.998047
	Iteration 3F: 3 clusters Score -76454.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -76685.460938 Penalty: 3200.998047
	Iteration 4F: 3 clusters Score -76685.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -76799.460938 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -76799.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -76848.289062 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -76848.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -76894.187500 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -76894.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -76908.640625 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -76908.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -76918.726562 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -76918.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -76922.140625 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -76922.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -76922.140625 Penalty: 3200.998047
	Iteration 11F: 3 clusters Score -76922.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88772 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 29969 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90017 members 
Mstep: Class 6 contains 70937 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163837 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159262 members 
Mstep: Class 12 contains 95115 members 
Mstep: Class 13 contains 158226 members 
Mstep: Class 14 contains 4804 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 149 members 
Mstep: Class 18 contains 174789 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161119 members 
Mstep: Class 22 contains 3803 members 
Mstep: Class 23 contains 157927 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 486 members 
Entering Unmasked Estep 
Score: -180438224.000000 Penalty: 87655.367188
Splitting cluster 17 changes total score from -180439904.000000 to -180438224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (174789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174789 members 
Entering Unmasked Estep 
Score: -23332188.000000 Penalty: 2993.690918
	Iteration 0F: 2 clusters Score -2.333219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87255 members 
Mstep: Class 2 contains 87534 members 
Entering Unmasked Estep 
Score: -23218166.000000 Penalty: 5987.381836
	Iteration 0F: 3 clusters Score -2.321817e+07 nChanged 83937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85468 members 
Mstep: Class 2 contains 89321 members 
Entering Unmasked Estep 
Score: -23266936.000000 Penalty: 5987.381836
	Iteration 1F: 3 clusters Score -2.326694e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84784 members 
Mstep: Class 2 contains 90005 members 
Entering Unmasked Estep 
Score: -23267756.000000 Penalty: 5987.381836
	Iteration 2Q: 3 clusters Score -2.326776e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83980 members 
Mstep: Class 2 contains 90809 members 
Entering Unmasked Estep 
Score: -23268880.000000 Penalty: 5987.381836
	Iteration 3Q: 3 clusters Score -2.326888e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82816 members 
Mstep: Class 2 contains 91973 members 
Entering Unmasked Estep 
Score: -23270744.000000 Penalty: 5987.381836
	Iteration 4Q: 3 clusters Score -2.327074e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81274 members 
Mstep: Class 2 contains 93515 members 
Entering Unmasked Estep 
Score: -23273492.000000 Penalty: 5987.381836
	Iteration 5Q: 3 clusters Score -2.327349e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78896 members 
Mstep: Class 2 contains 95893 members 
Entering Unmasked Estep 
Score: -23277404.000000 Penalty: 5987.381836
	Iteration 6Q: 3 clusters Score -2.32774e+07 nChanged 9464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75334 members 
Mstep: Class 2 contains 99455 members 
Entering Unmasked Estep 
Score: -23282344.000000 Penalty: 5987.381836
	Iteration 7F: 3 clusters Score -2.328234e+07 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70284 members 
Mstep: Class 2 contains 104505 members 
Entering Unmasked Estep 
Score: -23287710.000000 Penalty: 5987.381836
	Iteration 8F: 3 clusters Score -2.328771e+07 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63759 members 
Mstep: Class 2 contains 111030 members 
Entering Unmasked Estep 
Score: -23292994.000000 Penalty: 5987.381836
	Iteration 9F: 3 clusters Score -2.329299e+07 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56018 members 
Mstep: Class 2 contains 118771 members 
Entering Unmasked Estep 
Score: -23298248.000000 Penalty: 5987.381836
	Iteration 10F: 3 clusters Score -2.329825e+07 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 127487 members 
Entering Unmasked Estep 
Score: -23303594.000000 Penalty: 5987.381836
	Iteration 11F: 3 clusters Score -2.330359e+07 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 136533 members 
Entering Unmasked Estep 
Score: -23309496.000000 Penalty: 5987.381836
	Iteration 12F: 3 clusters Score -2.33095e+07 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 145247 members 
Entering Unmasked Estep 
Score: -23315342.000000 Penalty: 5987.381836
	Iteration 13Q: 3 clusters Score -2.331534e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 153047 members 
Entering Unmasked Estep 
Score: -23320474.000000 Penalty: 5987.381836
	Iteration 14Q: 3 clusters Score -2.332047e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 159251 members 
Entering Unmasked Estep 
Score: -23324624.000000 Penalty: 5987.381836
	Iteration 15Q: 3 clusters Score -2.332462e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 163565 members 
Entering Unmasked Estep 
Score: -23327228.000000 Penalty: 5987.381836
	Iteration 16Q: 3 clusters Score -2.332723e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 166423 members 
Entering Unmasked Estep 
Score: -23328546.000000 Penalty: 5987.381836
	Iteration 17Q: 3 clusters Score -2.332855e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 168205 members 
Entering Unmasked Estep 
Score: -23329448.000000 Penalty: 5987.381836
	Iteration 18Q: 3 clusters Score -2.332945e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 169358 members 
Entering Unmasked Estep 
Score: -23329816.000000 Penalty: 5987.381836
	Iteration 19Q: 3 clusters Score -2.332982e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 170122 members 
Entering Unmasked Estep 
Score: -23330060.000000 Penalty: 5987.381836
	Iteration 20F: 3 clusters Score -2.333006e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 170663 members 
Entering Unmasked Estep 
Score: -23330182.000000 Penalty: 5987.381836
	Iteration 21Q: 3 clusters Score -2.333018e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 171074 members 
Entering Unmasked Estep 
Score: -23330354.000000 Penalty: 5987.381836
	Iteration 22Q: 3 clusters Score -2.333035e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 171397 members 
Entering Unmasked Estep 
Score: -23330442.000000 Penalty: 5987.381836
	Iteration 23Q: 3 clusters Score -2.333044e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 171628 members 
Entering Unmasked Estep 
Score: -23330466.000000 Penalty: 5987.381836
	Iteration 24Q: 3 clusters Score -2.333047e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 171813 members 
Entering Unmasked Estep 
Score: -23330472.000000 Penalty: 5987.381836
	Iteration 25Q: 3 clusters Score -2.333047e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 171939 members 
Entering Unmasked Estep 
Score: -23330474.000000 Penalty: 5987.381836
	Iteration 26Q: 3 clusters Score -2.333047e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 172057 members 
Entering Unmasked Estep 
Score: -23330492.000000 Penalty: 5987.381836
	Iteration 27Q: 3 clusters Score -2.333049e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 172161 members 
Entering Unmasked Estep 
Score: -23330462.000000 Penalty: 5987.381836
	Iteration 28Q: 3 clusters Score -2.333046e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 172254 members 
Entering Unmasked Estep 
Score: -23330426.000000 Penalty: 5987.381836
	Iteration 29Q: 3 clusters Score -2.333043e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 172337 members 
Entering Unmasked Estep 
Score: -23330446.000000 Penalty: 5987.381836
	Iteration 30Q: 3 clusters Score -2.333045e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 172411 members 
Entering Unmasked Estep 
Score: -23330456.000000 Penalty: 5987.381836
	Iteration 31Q: 3 clusters Score -2.333046e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 172459 members 
Entering Unmasked Estep 
Score: -23330434.000000 Penalty: 5987.381836
	Iteration 32Q: 3 clusters Score -2.333043e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 172503 members 
Entering Unmasked Estep 
Score: -23330474.000000 Penalty: 5987.381836
	Iteration 33Q: 3 clusters Score -2.333047e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 172546 members 
Entering Unmasked Estep 
Score: -23330478.000000 Penalty: 5987.381836
	Iteration 34Q: 3 clusters Score -2.333048e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 172577 members 
Entering Unmasked Estep 
Score: -23330498.000000 Penalty: 5987.381836
	Iteration 35Q: 3 clusters Score -2.33305e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 172604 members 
Entering Unmasked Estep 
Score: -23330476.000000 Penalty: 5987.381836
	Iteration 36Q: 3 clusters Score -2.333048e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 172632 members 
Entering Unmasked Estep 
Score: -23330510.000000 Penalty: 5987.381836
	Iteration 37Q: 3 clusters Score -2.333051e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 172662 members 
Entering Unmasked Estep 
Score: -23330518.000000 Penalty: 5987.381836
	Iteration 38Q: 3 clusters Score -2.333052e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 172687 members 
Entering Unmasked Estep 
Score: -23330516.000000 Penalty: 5987.381836
	Iteration 39Q: 3 clusters Score -2.333052e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 172709 members 
Entering Unmasked Estep 
Score: -23330490.000000 Penalty: 5987.381836
	Iteration 40F: 3 clusters Score -2.333049e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 172725 members 
Entering Unmasked Estep 
Score: -23330514.000000 Penalty: 5987.381836
	Iteration 41Q: 3 clusters Score -2.333051e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 172744 members 
Entering Unmasked Estep 
Score: -23330524.000000 Penalty: 5987.381836
	Iteration 42Q: 3 clusters Score -2.333052e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 172757 members 
Entering Unmasked Estep 
Score: -23330512.000000 Penalty: 5987.381836
	Iteration 43Q: 3 clusters Score -2.333051e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 172765 members 
Entering Unmasked Estep 
Score: -23330522.000000 Penalty: 5987.381836
	Iteration 44Q: 3 clusters Score -2.333052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 172777 members 
Entering Unmasked Estep 
Score: -23330504.000000 Penalty: 5987.381836
	Iteration 45Q: 3 clusters Score -2.33305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 172785 members 
Entering Unmasked Estep 
Score: -23330524.000000 Penalty: 5987.381836
	Iteration 46Q: 3 clusters Score -2.333052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 172793 members 
Entering Unmasked Estep 
Score: -23330516.000000 Penalty: 5987.381836
	Iteration 47Q: 3 clusters Score -2.333052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 172799 members 
Entering Unmasked Estep 
Score: -23330512.000000 Penalty: 5987.381836
	Iteration 48Q: 3 clusters Score -2.333051e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 172810 members 
Entering Unmasked Estep 
Score: -23330528.000000 Penalty: 5987.381836
	Iteration 49Q: 3 clusters Score -2.333053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 172818 members 
Entering Unmasked Estep 
Score: -23330508.000000 Penalty: 5987.381836
	Iteration 50Q: 3 clusters Score -2.333051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 172825 members 
Entering Unmasked Estep 
Score: -23330526.000000 Penalty: 5987.381836
	Iteration 51Q: 3 clusters Score -2.333053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 172832 members 
Entering Unmasked Estep 
Score: -23330526.000000 Penalty: 5987.381836
	Iteration 52Q: 3 clusters Score -2.333053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 172837 members 
Entering Unmasked Estep 
Score: -23330512.000000 Penalty: 5987.381836
	Iteration 53Q: 3 clusters Score -2.333051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 172843 members 
Entering Unmasked Estep 
Score: -23330504.000000 Penalty: 5987.381836
	Iteration 54Q: 3 clusters Score -2.33305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 172848 members 
Entering Unmasked Estep 
Score: -23330504.000000 Penalty: 5987.381836
	Iteration 55Q: 3 clusters Score -2.33305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 172851 members 
Entering Unmasked Estep 
Score: -23330506.000000 Penalty: 5987.381836
	Iteration 56Q: 3 clusters Score -2.333051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 172852 members 
Entering Unmasked Estep 
Score: -23330514.000000 Penalty: 5987.381836
	Iteration 57Q: 3 clusters Score -2.333051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 172854 members 
Entering Unmasked Estep 
Score: -23330502.000000 Penalty: 5987.381836
	Iteration 58Q: 3 clusters Score -2.33305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 172855 members 
Entering Unmasked Estep 
Score: -23330496.000000 Penalty: 5987.381836
	Iteration 59Q: 3 clusters Score -2.33305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 172854 members 
Entering Unmasked Estep 
Score: -23330508.000000 Penalty: 5987.381836
	Iteration 60F: 3 clusters Score -2.333051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 172853 members 
Entering Unmasked Estep 
Score: -23330500.000000 Penalty: 5987.381836
	Iteration 61Q: 3 clusters Score -2.33305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 172854 members 
Entering Unmasked Estep 
Score: -23330490.000000 Penalty: 5987.381836
	Iteration 62Q: 3 clusters Score -2.333049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 172855 members 
Entering Unmasked Estep 
Score: -23330496.000000 Penalty: 5987.381836
	Iteration 63Q: 3 clusters Score -2.33305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 172855 members 
Entering Unmasked Estep 
Score: -23330496.000000 Penalty: 5987.381836
	Iteration 64F: 3 clusters Score -2.33305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -48214.523438 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -48214.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46834.683594 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -46834.68 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -47110.789062 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -47110.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47238.210938 Penalty: 2974.240234
	Iteration 2Q: 3 clusters Score -47238.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47300.765625 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -47300.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -47370.050781 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -47370.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -47457.171875 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -47457.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47538.277344 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -47538.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47618.406250 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -47618.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47629.179688 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -47629.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -47646.558594 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -47646.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -47650.230469 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -47650.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -47655.609375 Penalty: 2974.240234
	Iteration 11Q: 3 clusters Score -47655.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -47658.359375 Penalty: 2974.240234
	Iteration 12Q: 3 clusters Score -47658.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -47658.359375 Penalty: 2974.240234
	Iteration 13F: 3 clusters Score -47658.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -77982.890625 Penalty: 1598.144531
	Iteration 0F: 2 clusters Score -77982.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76333.757812 Penalty: 3196.289062
	Iteration 0F: 3 clusters Score -76333.76 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76534.117188 Penalty: 3196.289062
	Iteration 1F: 3 clusters Score -76534.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76608.484375 Penalty: 3196.289062
	Iteration 2F: 3 clusters Score -76608.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76652.453125 Penalty: 3196.289062
	Iteration 3Q: 3 clusters Score -76652.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76673.554688 Penalty: 3196.289062
	Iteration 4Q: 3 clusters Score -76673.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76701.835938 Penalty: 3196.289062
	Iteration 5Q: 3 clusters Score -76701.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76722.171875 Penalty: 3196.289062
	Iteration 6Q: 3 clusters Score -76722.17 nChanged 9
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: -76746.585938 Penalty: 3196.289062
	Iteration 7Q: 3 clusters Score -76746.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76774.726562 Penalty: 3196.289062
	Iteration 8Q: 3 clusters Score -76774.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -76791.242188 Penalty: 3196.289062
	Iteration 9Q: 3 clusters Score -76791.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -76814.820312 Penalty: 3196.289062
	Iteration 10Q: 3 clusters Score -76814.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76852.679688 Penalty: 3196.289062
	Iteration 11Q: 3 clusters Score -76852.68 nChanged 13
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: -76889.039062 Penalty: 3196.289062
	Iteration 12Q: 3 clusters Score -76889.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76960.218750 Penalty: 3196.289062
	Iteration 13Q: 3 clusters Score -76960.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -77013.960938 Penalty: 3196.289062
	Iteration 14Q: 3 clusters Score -77013.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -77076.179688 Penalty: 3196.289062
	Iteration 15Q: 3 clusters Score -77076.18 nChanged 11
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: -77125.281250 Penalty: 3196.289062
	Iteration 16Q: 3 clusters Score -77125.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -77165.937500 Penalty: 3196.289062
	Iteration 17Q: 3 clusters Score -77165.94 nChanged 8
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: -77199.523438 Penalty: 3196.289062
	Iteration 18Q: 3 clusters Score -77199.52 nChanged 2
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: -77202.406250 Penalty: 3196.289062
	Iteration 19Q: 3 clusters Score -77202.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -77203.898438 Penalty: 3196.289062
	Iteration 20F: 3 clusters Score -77203.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -77212.289062 Penalty: 3196.289062
	Iteration 21Q: 3 clusters Score -77212.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -77212.289062 Penalty: 3196.289062
	Iteration 22F: 3 clusters Score -77212.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (161119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161119 members 
Entering Unmasked Estep 
Score: -21368816.000000 Penalty: 2973.494873
	Iteration 0F: 2 clusters Score -2.136882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80251 members 
Mstep: Class 2 contains 80868 members 
Entering Unmasked Estep 
Score: -21262880.000000 Penalty: 5946.989746
	Iteration 0F: 3 clusters Score -2.126288e+07 nChanged 77276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75021 members 
Mstep: Class 2 contains 86098 members 
Entering Unmasked Estep 
Score: -21307626.000000 Penalty: 5946.989746
	Iteration 1F: 3 clusters Score -2.130763e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71217 members 
Mstep: Class 2 contains 89902 members 
Entering Unmasked Estep 
Score: -21309124.000000 Penalty: 5946.989746
	Iteration 2Q: 3 clusters Score -2.130912e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 95716 members 
Entering Unmasked Estep 
Score: -21311944.000000 Penalty: 5946.989746
	Iteration 3Q: 3 clusters Score -2.131194e+07 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56940 members 
Mstep: Class 2 contains 104179 members 
Entering Unmasked Estep 
Score: -21316740.000000 Penalty: 5946.989746
	Iteration 4F: 3 clusters Score -2.131674e+07 nChanged 11773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 115562 members 
Entering Unmasked Estep 
Score: -21324722.000000 Penalty: 5946.989746
	Iteration 5F: 3 clusters Score -2.132472e+07 nChanged 13735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 129133 members 
Entering Unmasked Estep 
Score: -21336328.000000 Penalty: 5946.989746
	Iteration 6F: 3 clusters Score -2.133633e+07 nChanged 13365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 142448 members 
Entering Unmasked Estep 
Score: -21349050.000000 Penalty: 5946.989746
	Iteration 7F: 3 clusters Score -2.134905e+07 nChanged 9871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 152317 members 
Entering Unmasked Estep 
Score: -21359116.000000 Penalty: 5946.989746
	Iteration 8F: 3 clusters Score -2.135912e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 157878 members 
Entering Unmasked Estep 
Score: -21364102.000000 Penalty: 5946.989746
	Iteration 9Q: 3 clusters Score -2.13641e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 160091 members 
Entering Unmasked Estep 
Score: -21365706.000000 Penalty: 5946.989746
	Iteration 10Q: 3 clusters Score -2.136571e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 160706 members 
Entering Unmasked Estep 
Score: -21366120.000000 Penalty: 5946.989746
	Iteration 11Q: 3 clusters Score -2.136612e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 160842 members 
Entering Unmasked Estep 
Score: -21366202.000000 Penalty: 5946.989746
	Iteration 12Q: 3 clusters Score -2.13662e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 160884 members 
Entering Unmasked Estep 
Score: -21366244.000000 Penalty: 5946.989746
	Iteration 13Q: 3 clusters Score -2.136624e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 160898 members 
Entering Unmasked Estep 
Score: -21366282.000000 Penalty: 5946.989746
	Iteration 14Q: 3 clusters Score -2.136628e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 160904 members 
Entering Unmasked Estep 
Score: -21366292.000000 Penalty: 5946.989746
	Iteration 15Q: 3 clusters Score -2.136629e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 160913 members 
Entering Unmasked Estep 
Score: -21366322.000000 Penalty: 5946.989746
	Iteration 16Q: 3 clusters Score -2.136632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 160915 members 
Entering Unmasked Estep 
Score: -21366338.000000 Penalty: 5946.989746
	Iteration 17Q: 3 clusters Score -2.136634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 160917 members 
Entering Unmasked Estep 
Score: -21366346.000000 Penalty: 5946.989746
	Iteration 18Q: 3 clusters Score -2.136635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 160919 members 
Entering Unmasked Estep 
Score: -21366348.000000 Penalty: 5946.989746
	Iteration 19Q: 3 clusters Score -2.136635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 160921 members 
Entering Unmasked Estep 
Score: -21366338.000000 Penalty: 5946.989746
	Iteration 20F: 3 clusters Score -2.136634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 160923 members 
Entering Unmasked Estep 
Score: -21366354.000000 Penalty: 5946.989746
	Iteration 21Q: 3 clusters Score -2.136635e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 160924 members 
Entering Unmasked Estep 
Score: -21366370.000000 Penalty: 5946.989746
	Iteration 22Q: 3 clusters Score -2.136637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 160925 members 
Entering Unmasked Estep 
Score: -21366360.000000 Penalty: 5946.989746
	Iteration 23Q: 3 clusters Score -2.136636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 160926 members 
Entering Unmasked Estep 
Score: -21366352.000000 Penalty: 5946.989746
	Iteration 24Q: 3 clusters Score -2.136635e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 160926 members 
Entering Unmasked Estep 
Score: -21366352.000000 Penalty: 5946.989746
	Iteration 25F: 3 clusters Score -2.136635e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Entering Unmasked Estep 
Score: -501795.750000 Penalty: 2044.399292
	Iteration 0F: 2 clusters Score -501795.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -498074.500000 Penalty: 4088.798584
	Iteration 0F: 3 clusters Score -498074.5 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -498935.281250 Penalty: 4088.798584
	Iteration 1F: 3 clusters Score -498935.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -499186.781250 Penalty: 4088.798584
	Iteration 2F: 3 clusters Score -499186.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -499355.781250 Penalty: 4088.798584
	Iteration 3F: 3 clusters Score -499355.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -499477.593750 Penalty: 4088.798584
	Iteration 4Q: 3 clusters Score -499477.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -499561.031250 Penalty: 4088.798584
	Iteration 5Q: 3 clusters Score -499561 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -499626.343750 Penalty: 4088.798584
	Iteration 6Q: 3 clusters Score -499626.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -499694.968750 Penalty: 4088.798584
	Iteration 7Q: 3 clusters Score -499695 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -499754.093750 Penalty: 4088.798584
	Iteration 8Q: 3 clusters Score -499754.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -499796.906250 Penalty: 4088.798584
	Iteration 9Q: 3 clusters Score -499796.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -499830.218750 Penalty: 4088.798584
	Iteration 10Q: 3 clusters Score -499830.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -499863.000000 Penalty: 4088.798584
	Iteration 11Q: 3 clusters Score -499863 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -499888.093750 Penalty: 4088.798584
	Iteration 12Q: 3 clusters Score -499888.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -499902.500000 Penalty: 4088.798584
	Iteration 13Q: 3 clusters Score -499902.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -499919.718750 Penalty: 4088.798584
	Iteration 14Q: 3 clusters Score -499919.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -499939.031250 Penalty: 4088.798584
	Iteration 15Q: 3 clusters Score -499939 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -499955.812500 Penalty: 4088.798584
	Iteration 16Q: 3 clusters Score -499955.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -499970.718750 Penalty: 4088.798584
	Iteration 17Q: 3 clusters Score -499970.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -499988.062500 Penalty: 4088.798584
	Iteration 18Q: 3 clusters Score -499988.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -499996.406250 Penalty: 4088.798584
	Iteration 19Q: 3 clusters Score -499996.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -500006.343750 Penalty: 4088.798584
	Iteration 20F: 3 clusters Score -500006.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -500011.968750 Penalty: 4088.798584
	Iteration 21Q: 3 clusters Score -500012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -500019.062500 Penalty: 4088.798584
	Iteration 22Q: 3 clusters Score -500019.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -500026.343750 Penalty: 4088.798584
	Iteration 23Q: 3 clusters Score -500026.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -500030.968750 Penalty: 4088.798584
	Iteration 24Q: 3 clusters Score -500031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -500034.500000 Penalty: 4088.798584
	Iteration 25Q: 3 clusters Score -500034.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -500041.312500 Penalty: 4088.798584
	Iteration 26Q: 3 clusters Score -500041.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -500047.812500 Penalty: 4088.798584
	Iteration 27Q: 3 clusters Score -500047.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -500051.750000 Penalty: 4088.798584
	Iteration 28Q: 3 clusters Score -500051.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -500054.687500 Penalty: 4088.798584
	Iteration 29Q: 3 clusters Score -500054.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -500055.625000 Penalty: 4088.798584
	Iteration 30Q: 3 clusters Score -500055.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -500059.406250 Penalty: 4088.798584
	Iteration 31Q: 3 clusters Score -500059.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -500062.187500 Penalty: 4088.798584
	Iteration 32Q: 3 clusters Score -500062.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -500067.000000 Penalty: 4088.798584
	Iteration 33Q: 3 clusters Score -500067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -500071.281250 Penalty: 4088.798584
	Iteration 34Q: 3 clusters Score -500071.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -500075.218750 Penalty: 4088.798584
	Iteration 35Q: 3 clusters Score -500075.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -500077.968750 Penalty: 4088.798584
	Iteration 36Q: 3 clusters Score -500078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -500080.750000 Penalty: 4088.798584
	Iteration 37Q: 3 clusters Score -500080.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -500081.750000 Penalty: 4088.798584
	Iteration 38Q: 3 clusters Score -500081.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -500081.500000 Penalty: 4088.798584
	Iteration 39Q: 3 clusters Score -500081.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -500082.156250 Penalty: 4088.798584
	Iteration 40F: 3 clusters Score -500082.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -500083.000000 Penalty: 4088.798584
	Iteration 41Q: 3 clusters Score -500083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -500083.000000 Penalty: 4088.798584
	Iteration 42F: 3 clusters Score -500083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (157927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157927 members 
Entering Unmasked Estep 
Score: -20969220.000000 Penalty: 2968.532227
	Iteration 0F: 2 clusters Score -2.096922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78457 members 
Mstep: Class 2 contains 79470 members 
Entering Unmasked Estep 
Score: -20864888.000000 Penalty: 5937.064453
	Iteration 0F: 3 clusters Score -2.086489e+07 nChanged 75654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71029 members 
Mstep: Class 2 contains 86898 members 
Entering Unmasked Estep 
Score: -20909678.000000 Penalty: 5937.064453
	Iteration 1F: 3 clusters Score -2.090968e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65947 members 
Mstep: Class 2 contains 91980 members 
Entering Unmasked Estep 
Score: -20911584.000000 Penalty: 5937.064453
	Iteration 2Q: 3 clusters Score -2.091158e+07 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58115 members 
Mstep: Class 2 contains 99812 members 
Entering Unmasked Estep 
Score: -20915530.000000 Penalty: 5937.064453
	Iteration 3F: 3 clusters Score -2.091553e+07 nChanged 11586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 111190 members 
Entering Unmasked Estep 
Score: -20923022.000000 Penalty: 5937.064453
	Iteration 4F: 3 clusters Score -2.092302e+07 nChanged 14509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 125585 members 
Entering Unmasked Estep 
Score: -20935408.000000 Penalty: 5937.064453
	Iteration 5F: 3 clusters Score -2.093541e+07 nChanged 14501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 140026 members 
Entering Unmasked Estep 
Score: -20949862.000000 Penalty: 5937.064453
	Iteration 6F: 3 clusters Score -2.094986e+07 nChanged 10185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 150163 members 
Entering Unmasked Estep 
Score: -20960790.000000 Penalty: 5937.064453
	Iteration 7F: 3 clusters Score -2.096079e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 155056 members 
Entering Unmasked Estep 
Score: -20965130.000000 Penalty: 5937.064453
	Iteration 8Q: 3 clusters Score -2.096513e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 156686 members 
Entering Unmasked Estep 
Score: -20966232.000000 Penalty: 5937.064453
	Iteration 9Q: 3 clusters Score -2.096623e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 157193 members 
Entering Unmasked Estep 
Score: -20966612.000000 Penalty: 5937.064453
	Iteration 10Q: 3 clusters Score -2.096661e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 157363 members 
Entering Unmasked Estep 
Score: -20966730.000000 Penalty: 5937.064453
	Iteration 11Q: 3 clusters Score -2.096673e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 157446 members 
Entering Unmasked Estep 
Score: -20966798.000000 Penalty: 5937.064453
	Iteration 12Q: 3 clusters Score -2.09668e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 157472 members 
Entering Unmasked Estep 
Score: -20966834.000000 Penalty: 5937.064453
	Iteration 13Q: 3 clusters Score -2.096683e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 157491 members 
Entering Unmasked Estep 
Score: -20966842.000000 Penalty: 5937.064453
	Iteration 14Q: 3 clusters Score -2.096684e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 157500 members 
Entering Unmasked Estep 
Score: -20966858.000000 Penalty: 5937.064453
	Iteration 15Q: 3 clusters Score -2.096686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 157505 members 
Entering Unmasked Estep 
Score: -20966868.000000 Penalty: 5937.064453
	Iteration 16Q: 3 clusters Score -2.096687e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 157513 members 
Entering Unmasked Estep 
Score: -20966912.000000 Penalty: 5937.064453
	Iteration 17Q: 3 clusters Score -2.096691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 157519 members 
Entering Unmasked Estep 
Score: -20966920.000000 Penalty: 5937.064453
	Iteration 18Q: 3 clusters Score -2.096692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 157521 members 
Entering Unmasked Estep 
Score: -20966938.000000 Penalty: 5937.064453
	Iteration 19Q: 3 clusters Score -2.096694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 157524 members 
Entering Unmasked Estep 
Score: -20966918.000000 Penalty: 5937.064453
	Iteration 20F: 3 clusters Score -2.096692e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 157524 members 
Entering Unmasked Estep 
Score: -20966932.000000 Penalty: 5937.064453
	Iteration 21Q: 3 clusters Score -2.096693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 157525 members 
Entering Unmasked Estep 
Score: -20966958.000000 Penalty: 5937.064453
	Iteration 22Q: 3 clusters Score -2.096696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 157525 members 
Entering Unmasked Estep 
Score: -20966974.000000 Penalty: 5937.064453
	Iteration 23Q: 3 clusters Score -2.096697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 157528 members 
Entering Unmasked Estep 
Score: -20966968.000000 Penalty: 5937.064453
	Iteration 24Q: 3 clusters Score -2.096697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 157529 members 
Entering Unmasked Estep 
Score: -20966982.000000 Penalty: 5937.064453
	Iteration 25Q: 3 clusters Score -2.096698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 157533 members 
Entering Unmasked Estep 
Score: -20966980.000000 Penalty: 5937.064453
	Iteration 26Q: 3 clusters Score -2.096698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 157533 members 
Entering Unmasked Estep 
Score: -20966962.000000 Penalty: 5937.064453
	Iteration 27Q: 3 clusters Score -2.096696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 157534 members 
Entering Unmasked Estep 
Score: -20966960.000000 Penalty: 5937.064453
	Iteration 28Q: 3 clusters Score -2.096696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 157534 members 
Entering Unmasked Estep 
Score: -20966960.000000 Penalty: 5937.064453
	Iteration 29F: 3 clusters Score -2.096696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -46941.703125 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -46941.7 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 168 members 
Entering Unmasked Estep 
Score: -45529.710938 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -45529.71 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -45658.988281 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -45658.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -45696.199219 Penalty: 2947.628662
	Iteration 2Q: 3 clusters Score -45696.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -45719.058594 Penalty: 2947.628662
	Iteration 3Q: 3 clusters Score -45719.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45729.152344 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -45729.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -45733.542969 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -45733.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -45735.679688 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -45735.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -45737.179688 Penalty: 2947.628662
	Iteration 7Q: 3 clusters Score -45737.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -45737.179688 Penalty: 2947.628662
	Iteration 8F: 3 clusters Score -45737.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88772 members 
Mstep: Class 2 contains 7136 members 
Mstep: Class 3 contains 29969 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90017 members 
Mstep: Class 6 contains 70937 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163837 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159262 members 
Mstep: Class 12 contains 95115 members 
Mstep: Class 13 contains 158226 members 
Mstep: Class 14 contains 4804 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 635 members 
Mstep: Class 18 contains 174789 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161119 members 
Mstep: Class 22 contains 3803 members 
Mstep: Class 23 contains 157927 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439840.000000 Penalty: 84149.148438
Iteration 439Q: 25 clusters Score -1.804398e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88772 members 
Mstep: Class 2 contains 7135 members 
Mstep: Class 3 contains 29985 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 90004 members 
Mstep: Class 6 contains 70930 members 
Mstep: Class 7 contains 425 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163855 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159258 members 
Mstep: Class 12 contains 95116 members 
Mstep: Class 13 contains 158232 members 
Mstep: Class 14 contains 4804 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 640 members 
Mstep: Class 18 contains 174779 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161115 members 
Mstep: Class 22 contains 3802 members 
Mstep: Class 23 contains 157921 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439952.000000 Penalty: 84149.148438
Iteration 440F: 25 clusters Score -1.8044e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88769 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 29998 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89989 members 
Mstep: Class 6 contains 70919 members 
Mstep: Class 7 contains 424 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163871 members 
Mstep: Class 10 contains 2998 members 
Mstep: Class 11 contains 159249 members 
Mstep: Class 12 contains 95117 members 
Mstep: Class 13 contains 158221 members 
Mstep: Class 14 contains 4803 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 650 members 
Mstep: Class 18 contains 174778 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161123 members 
Mstep: Class 22 contains 3802 members 
Mstep: Class 23 contains 157926 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439984.000000 Penalty: 84149.148438
Iteration 441Q: 25 clusters Score -1.8044e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88766 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 30010 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89967 members 
Mstep: Class 6 contains 70902 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163879 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159256 members 
Mstep: Class 12 contains 95111 members 
Mstep: Class 13 contains 158224 members 
Mstep: Class 14 contains 4804 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 666 members 
Mstep: Class 18 contains 174790 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161121 members 
Mstep: Class 22 contains 3802 members 
Mstep: Class 23 contains 157919 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439968.000000 Penalty: 84149.148438
Iteration 442Q: 25 clusters Score -1.8044e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88760 members 
Mstep: Class 2 contains 7133 members 
Mstep: Class 3 contains 30023 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89943 members 
Mstep: Class 6 contains 70890 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163879 members 
Mstep: Class 10 contains 2996 members 
Mstep: Class 11 contains 159260 members 
Mstep: Class 12 contains 95104 members 
Mstep: Class 13 contains 158236 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 5474 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 683 members 
Mstep: Class 18 contains 174794 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161123 members 
Mstep: Class 22 contains 3802 members 
Mstep: Class 23 contains 157919 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440016.000000 Penalty: 84149.148438
Iteration 443Q: 25 clusters Score -1.8044e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88761 members 
Mstep: Class 2 contains 7133 members 
Mstep: Class 3 contains 30042 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89923 members 
Mstep: Class 6 contains 70867 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163884 members 
Mstep: Class 10 contains 2996 members 
Mstep: Class 11 contains 159265 members 
Mstep: Class 12 contains 95099 members 
Mstep: Class 13 contains 158237 members 
Mstep: Class 14 contains 4803 members 
Mstep: Class 15 contains 5474 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 698 members 
Mstep: Class 18 contains 174794 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161127 members 
Mstep: Class 22 contains 3802 members 
Mstep: Class 23 contains 157916 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440064.000000 Penalty: 84149.148438
Iteration 444Q: 25 clusters Score -1.804401e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88761 members 
Mstep: Class 2 contains 7133 members 
Mstep: Class 3 contains 30045 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89913 members 
Mstep: Class 6 contains 70860 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163890 members 
Mstep: Class 10 contains 2996 members 
Mstep: Class 11 contains 159273 members 
Mstep: Class 12 contains 95098 members 
Mstep: Class 13 contains 158246 members 
Mstep: Class 14 contains 4805 members 
Mstep: Class 15 contains 5474 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 704 members 
Mstep: Class 18 contains 174777 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161131 members 
Mstep: Class 22 contains 3802 members 
Mstep: Class 23 contains 157913 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440080.000000 Penalty: 84149.148438
Iteration 445Q: 25 clusters Score -1.804401e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88758 members 
Mstep: Class 2 contains 7133 members 
Mstep: Class 3 contains 30056 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89907 members 
Mstep: Class 6 contains 70842 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163896 members 
Mstep: Class 10 contains 2996 members 
Mstep: Class 11 contains 159302 members 
Mstep: Class 12 contains 95090 members 
Mstep: Class 13 contains 158246 members 
Mstep: Class 14 contains 4807 members 
Mstep: Class 15 contains 5474 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 707 members 
Mstep: Class 18 contains 174768 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161130 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 157908 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440256.000000 Penalty: 84149.148438
Iteration 446Q: 25 clusters Score -1.804403e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88758 members 
Mstep: Class 2 contains 7133 members 
Mstep: Class 3 contains 30071 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89899 members 
Mstep: Class 6 contains 70828 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163906 members 
Mstep: Class 10 contains 2996 members 
Mstep: Class 11 contains 159319 members 
Mstep: Class 12 contains 95087 members 
Mstep: Class 13 contains 158241 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 5475 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 708 members 
Mstep: Class 18 contains 174755 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161119 members 
Mstep: Class 22 contains 3799 members 
Mstep: Class 23 contains 157916 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440112.000000 Penalty: 84149.148438
Iteration 447Q: 25 clusters Score -1.804401e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88763 members 
Mstep: Class 2 contains 7131 members 
Mstep: Class 3 contains 30089 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89876 members 
Mstep: Class 6 contains 70822 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163904 members 
Mstep: Class 10 contains 2996 members 
Mstep: Class 11 contains 159353 members 
Mstep: Class 12 contains 95084 members 
Mstep: Class 13 contains 158241 members 
Mstep: Class 14 contains 4815 members 
Mstep: Class 15 contains 5474 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 709 members 
Mstep: Class 18 contains 174731 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161111 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157922 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440016.000000 Penalty: 84149.148438
Iteration 448Q: 25 clusters Score -1.8044e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88761 members 
Mstep: Class 2 contains 7131 members 
Mstep: Class 3 contains 30097 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89864 members 
Mstep: Class 6 contains 70815 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163891 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159388 members 
Mstep: Class 12 contains 95085 members 
Mstep: Class 13 contains 158248 members 
Mstep: Class 14 contains 4818 members 
Mstep: Class 15 contains 5472 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 174710 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161114 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 157920 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440000.000000 Penalty: 84149.148438
Iteration 449Q: 25 clusters Score -1.8044e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88751 members 
Mstep: Class 2 contains 7131 members 
Mstep: Class 3 contains 30116 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89859 members 
Mstep: Class 6 contains 70817 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163896 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159399 members 
Mstep: Class 12 contains 95084 members 
Mstep: Class 13 contains 158248 members 
Mstep: Class 14 contains 4820 members 
Mstep: Class 15 contains 5474 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 174693 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161115 members 
Mstep: Class 22 contains 3797 members 
Mstep: Class 23 contains 157914 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440000.000000 Penalty: 84149.148438
Iteration 450Q: 25 clusters Score -1.8044e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88745 members 
Mstep: Class 2 contains 7131 members 
Mstep: Class 3 contains 30128 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89846 members 
Mstep: Class 6 contains 70812 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163887 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159426 members 
Mstep: Class 12 contains 95085 members 
Mstep: Class 13 contains 158254 members 
Mstep: Class 14 contains 4820 members 
Mstep: Class 15 contains 5477 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 174671 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161120 members 
Mstep: Class 22 contains 3798 members 
Mstep: Class 23 contains 157914 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439856.000000 Penalty: 84149.148438
Iteration 451Q: 25 clusters Score -1.804399e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88747 members 
Mstep: Class 2 contains 7130 members 
Mstep: Class 3 contains 30149 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89827 members 
Mstep: Class 6 contains 70812 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163891 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159440 members 
Mstep: Class 12 contains 95080 members 
Mstep: Class 13 contains 158248 members 
Mstep: Class 14 contains 4820 members 
Mstep: Class 15 contains 5477 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 174651 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161118 members 
Mstep: Class 22 contains 3799 members 
Mstep: Class 23 contains 157925 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440016.000000 Penalty: 84149.148438
Iteration 452Q: 25 clusters Score -1.8044e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88744 members 
Mstep: Class 2 contains 7130 members 
Mstep: Class 3 contains 30168 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89809 members 
Mstep: Class 6 contains 70810 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163887 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159464 members 
Mstep: Class 12 contains 95077 members 
Mstep: Class 13 contains 158253 members 
Mstep: Class 14 contains 4819 members 
Mstep: Class 15 contains 5478 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 174619 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161121 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 157940 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440000.000000 Penalty: 84149.148438
Iteration 453Q: 25 clusters Score -1.8044e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88742 members 
Mstep: Class 2 contains 7130 members 
Mstep: Class 3 contains 30187 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89797 members 
Mstep: Class 6 contains 70811 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163872 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159485 members 
Mstep: Class 12 contains 95074 members 
Mstep: Class 13 contains 158265 members 
Mstep: Class 14 contains 4819 members 
Mstep: Class 15 contains 5481 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 174592 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161123 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 157942 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439904.000000 Penalty: 84149.148438
Iteration 454Q: 25 clusters Score -1.804399e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88746 members 
Mstep: Class 2 contains 7130 members 
Mstep: Class 3 contains 30213 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89778 members 
Mstep: Class 6 contains 70807 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163871 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159522 members 
Mstep: Class 12 contains 95067 members 
Mstep: Class 13 contains 158263 members 
Mstep: Class 14 contains 4820 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 174548 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161121 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 157950 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439760.000000 Penalty: 84149.148438
Iteration 455Q: 25 clusters Score -1.804398e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88755 members 
Mstep: Class 2 contains 7130 members 
Mstep: Class 3 contains 30234 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89771 members 
Mstep: Class 6 contains 70807 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163862 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159548 members 
Mstep: Class 12 contains 95067 members 
Mstep: Class 13 contains 158260 members 
Mstep: Class 14 contains 4820 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 174506 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161120 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 157954 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439760.000000 Penalty: 84149.148438
Iteration 456Q: 25 clusters Score -1.804398e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88761 members 
Mstep: Class 2 contains 7130 members 
Mstep: Class 3 contains 30252 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89761 members 
Mstep: Class 6 contains 70802 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163848 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159573 members 
Mstep: Class 12 contains 95061 members 
Mstep: Class 13 contains 158259 members 
Mstep: Class 14 contains 4821 members 
Mstep: Class 15 contains 5489 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 174479 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161127 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 157956 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439616.000000 Penalty: 84149.148438
Iteration 457Q: 25 clusters Score -1.804396e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88759 members 
Mstep: Class 2 contains 7130 members 
Mstep: Class 3 contains 30277 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89753 members 
Mstep: Class 6 contains 70798 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163841 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159600 members 
Mstep: Class 12 contains 95059 members 
Mstep: Class 13 contains 158255 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5491 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 174449 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161130 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 157955 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439600.000000 Penalty: 84149.148438
Iteration 458Q: 25 clusters Score -1.804396e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88757 members 
Mstep: Class 2 contains 7130 members 
Mstep: Class 3 contains 30293 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89749 members 
Mstep: Class 6 contains 70800 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163835 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159614 members 
Mstep: Class 12 contains 95054 members 
Mstep: Class 13 contains 158255 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 174429 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161127 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 157964 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439392.000000 Penalty: 84149.148438
Iteration 459Q: 25 clusters Score -1.804394e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88753 members 
Mstep: Class 2 contains 7130 members 
Mstep: Class 3 contains 30314 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89741 members 
Mstep: Class 6 contains 70800 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163831 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159621 members 
Mstep: Class 12 contains 95051 members 
Mstep: Class 13 contains 158260 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5493 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 174420 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161126 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 157957 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439632.000000 Penalty: 84149.148438
Iteration 460F: 25 clusters Score -1.804396e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88754 members 
Mstep: Class 2 contains 7130 members 
Mstep: Class 3 contains 30341 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89723 members 
Mstep: Class 6 contains 70798 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163823 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159622 members 
Mstep: Class 12 contains 95052 members 
Mstep: Class 13 contains 158261 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5493 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 174410 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161133 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 157951 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 461Q: 25 clusters Score -1.804397e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88756 members 
Mstep: Class 2 contains 7130 members 
Mstep: Class 3 contains 30369 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89713 members 
Mstep: Class 6 contains 70787 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163821 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159639 members 
Mstep: Class 12 contains 95047 members 
Mstep: Class 13 contains 158257 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5494 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 720 members 
Mstep: Class 18 contains 174391 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161133 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 157950 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 462Q: 25 clusters Score -1.804397e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88755 members 
Mstep: Class 2 contains 7129 members 
Mstep: Class 3 contains 30389 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89710 members 
Mstep: Class 6 contains 70785 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163814 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159655 members 
Mstep: Class 12 contains 95041 members 
Mstep: Class 13 contains 158261 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5496 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174378 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161130 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 157943 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439760.000000 Penalty: 84149.148438
Iteration 463Q: 25 clusters Score -1.804398e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88754 members 
Mstep: Class 2 contains 7129 members 
Mstep: Class 3 contains 30410 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89694 members 
Mstep: Class 6 contains 70791 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163807 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159663 members 
Mstep: Class 12 contains 95039 members 
Mstep: Class 13 contains 158264 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5497 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174361 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161136 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 157941 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439920.000000 Penalty: 84149.148438
Iteration 464Q: 25 clusters Score -1.804399e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88753 members 
Mstep: Class 2 contains 7129 members 
Mstep: Class 3 contains 30435 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89676 members 
Mstep: Class 6 contains 70790 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163802 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159674 members 
Mstep: Class 12 contains 95040 members 
Mstep: Class 13 contains 158264 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5498 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174335 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161143 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 157948 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439888.000000 Penalty: 84149.148438
Iteration 465Q: 25 clusters Score -1.804399e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88754 members 
Mstep: Class 2 contains 7129 members 
Mstep: Class 3 contains 30452 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89657 members 
Mstep: Class 6 contains 70788 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163803 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159680 members 
Mstep: Class 12 contains 95035 members 
Mstep: Class 13 contains 158264 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5500 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174315 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161151 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 157959 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439984.000000 Penalty: 84149.148438
Iteration 466Q: 25 clusters Score -1.8044e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88753 members 
Mstep: Class 2 contains 7128 members 
Mstep: Class 3 contains 30481 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89646 members 
Mstep: Class 6 contains 70787 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163800 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159680 members 
Mstep: Class 12 contains 95033 members 
Mstep: Class 13 contains 158265 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5500 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174294 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161157 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 157963 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440032.000000 Penalty: 84149.148438
Iteration 467Q: 25 clusters Score -1.8044e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88750 members 
Mstep: Class 2 contains 7127 members 
Mstep: Class 3 contains 30507 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89633 members 
Mstep: Class 6 contains 70785 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163790 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159679 members 
Mstep: Class 12 contains 95037 members 
Mstep: Class 13 contains 158272 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5500 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174281 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161158 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 157968 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440080.000000 Penalty: 84149.148438
Iteration 468Q: 25 clusters Score -1.804401e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88749 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30534 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89630 members 
Mstep: Class 6 contains 70782 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163775 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159668 members 
Mstep: Class 12 contains 95037 members 
Mstep: Class 13 contains 158284 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5500 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174268 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161160 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 157975 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440192.000000 Penalty: 84149.148438
Iteration 469Q: 25 clusters Score -1.804402e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88751 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30565 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89633 members 
Mstep: Class 6 contains 70778 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163769 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159644 members 
Mstep: Class 12 contains 95033 members 
Mstep: Class 13 contains 158296 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5500 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174254 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161163 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 157976 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440112.000000 Penalty: 84149.148438
Iteration 470Q: 25 clusters Score -1.804401e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88753 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30587 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89621 members 
Mstep: Class 6 contains 70783 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163770 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159629 members 
Mstep: Class 12 contains 95030 members 
Mstep: Class 13 contains 158300 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5500 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174245 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161161 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 157984 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440016.000000 Penalty: 84149.148438
Iteration 471Q: 25 clusters Score -1.8044e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88755 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30620 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89612 members 
Mstep: Class 6 contains 70780 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163765 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159625 members 
Mstep: Class 12 contains 95028 members 
Mstep: Class 13 contains 158304 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5501 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174226 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161156 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 157991 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440000.000000 Penalty: 84149.148438
Iteration 472Q: 25 clusters Score -1.8044e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88754 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30648 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89610 members 
Mstep: Class 6 contains 70775 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163764 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159617 members 
Mstep: Class 12 contains 95028 members 
Mstep: Class 13 contains 158313 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5502 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174206 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161160 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 157986 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439872.000000 Penalty: 84149.148438
Iteration 473Q: 25 clusters Score -1.804399e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88752 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30684 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89601 members 
Mstep: Class 6 contains 70775 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163752 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159603 members 
Mstep: Class 12 contains 95027 members 
Mstep: Class 13 contains 158322 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5504 members 
Mstep: Class 16 contains 2934 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174191 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161161 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 157991 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439888.000000 Penalty: 84149.148438
Iteration 474Q: 25 clusters Score -1.804399e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88751 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30713 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89596 members 
Mstep: Class 6 contains 70778 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163746 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159594 members 
Mstep: Class 12 contains 95023 members 
Mstep: Class 13 contains 158330 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5507 members 
Mstep: Class 16 contains 2935 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174172 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161159 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 157993 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439904.000000 Penalty: 84149.148438
Iteration 475Q: 25 clusters Score -1.804399e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88754 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30727 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89589 members 
Mstep: Class 6 contains 70781 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163743 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159585 members 
Mstep: Class 12 contains 95029 members 
Mstep: Class 13 contains 158324 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5509 members 
Mstep: Class 16 contains 2937 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174156 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161163 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 158000 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439856.000000 Penalty: 84149.148438
Iteration 476Q: 25 clusters Score -1.804399e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88759 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30743 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89583 members 
Mstep: Class 6 contains 70776 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163743 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159585 members 
Mstep: Class 12 contains 95024 members 
Mstep: Class 13 contains 158328 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5510 members 
Mstep: Class 16 contains 2937 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174146 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161164 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 157999 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439936.000000 Penalty: 84149.148438
Iteration 477Q: 25 clusters Score -1.804399e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88760 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30769 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89573 members 
Mstep: Class 6 contains 70776 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163739 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159585 members 
Mstep: Class 12 contains 95023 members 
Mstep: Class 13 contains 158316 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5510 members 
Mstep: Class 16 contains 2937 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174134 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161173 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 158002 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439776.000000 Penalty: 84149.148438
Iteration 478Q: 25 clusters Score -1.804398e+08 nChanged 164
Entering ConstructFrom: 
Score: -180439776.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (88762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88762 members 
Entering Unmasked Estep 
Score: -11766162.000000 Penalty: 2825.641113
	Iteration 0F: 2 clusters Score -1.176616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -11706842.000000 Penalty: 5651.282227
	Iteration 0F: 3 clusters Score -1.170684e+07 nChanged 41873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -11730669.000000 Penalty: 5651.282227
	Iteration 1F: 3 clusters Score -1.173067e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -11731605.000000 Penalty: 5651.282227
	Iteration 2Q: 3 clusters Score -1.17316e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -11732859.000000 Penalty: 5651.282227
	Iteration 3Q: 3 clusters Score -1.173286e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -11734927.000000 Penalty: 5651.282227
	Iteration 4Q: 3 clusters Score -1.173493e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -11738246.000000 Penalty: 5651.282227
	Iteration 5F: 3 clusters Score -1.173825e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 54762 members 
Entering Unmasked Estep 
Score: -11743414.000000 Penalty: 5651.282227
	Iteration 6F: 3 clusters Score -1.174341e+07 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 58655 members 
Entering Unmasked Estep 
Score: -11750356.000000 Penalty: 5651.282227
	Iteration 7F: 3 clusters Score -1.175036e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 61792 members 
Entering Unmasked Estep 
Score: -11756193.000000 Penalty: 5651.282227
	Iteration 8F: 3 clusters Score -1.175619e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 63631 members 
Entering Unmasked Estep 
Score: -11759019.000000 Penalty: 5651.282227
	Iteration 9Q: 3 clusters Score -1.175902e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 65005 members 
Entering Unmasked Estep 
Score: -11760288.000000 Penalty: 5651.282227
	Iteration 10Q: 3 clusters Score -1.176029e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 66208 members 
Entering Unmasked Estep 
Score: -11761173.000000 Penalty: 5651.282227
	Iteration 11Q: 3 clusters Score -1.176117e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 67223 members 
Entering Unmasked Estep 
Score: -11761674.000000 Penalty: 5651.282227
	Iteration 12Q: 3 clusters Score -1.176167e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 68088 members 
Entering Unmasked Estep 
Score: -11762007.000000 Penalty: 5651.282227
	Iteration 13Q: 3 clusters Score -1.176201e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 68846 members 
Entering Unmasked Estep 
Score: -11762283.000000 Penalty: 5651.282227
	Iteration 14Q: 3 clusters Score -1.176228e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 69568 members 
Entering Unmasked Estep 
Score: -11762410.000000 Penalty: 5651.282227
	Iteration 15Q: 3 clusters Score -1.176241e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 70199 members 
Entering Unmasked Estep 
Score: -11762547.000000 Penalty: 5651.282227
	Iteration 16Q: 3 clusters Score -1.176255e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 70781 members 
Entering Unmasked Estep 
Score: -11762688.000000 Penalty: 5651.282227
	Iteration 17Q: 3 clusters Score -1.176269e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 71319 members 
Entering Unmasked Estep 
Score: -11762767.000000 Penalty: 5651.282227
	Iteration 18Q: 3 clusters Score -1.176277e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 71827 members 
Entering Unmasked Estep 
Score: -11762858.000000 Penalty: 5651.282227
	Iteration 19Q: 3 clusters Score -1.176286e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 72355 members 
Entering Unmasked Estep 
Score: -11762964.000000 Penalty: 5651.282227
	Iteration 20F: 3 clusters Score -1.176296e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 72839 members 
Entering Unmasked Estep 
Score: -11763012.000000 Penalty: 5651.282227
	Iteration 21Q: 3 clusters Score -1.176301e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 73291 members 
Entering Unmasked Estep 
Score: -11763062.000000 Penalty: 5651.282227
	Iteration 22Q: 3 clusters Score -1.176306e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 73695 members 
Entering Unmasked Estep 
Score: -11763148.000000 Penalty: 5651.282227
	Iteration 23Q: 3 clusters Score -1.176315e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 74087 members 
Entering Unmasked Estep 
Score: -11763196.000000 Penalty: 5651.282227
	Iteration 24Q: 3 clusters Score -1.17632e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 74445 members 
Entering Unmasked Estep 
Score: -11763225.000000 Penalty: 5651.282227
	Iteration 25Q: 3 clusters Score -1.176322e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 74838 members 
Entering Unmasked Estep 
Score: -11763284.000000 Penalty: 5651.282227
	Iteration 26Q: 3 clusters Score -1.176328e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 75245 members 
Entering Unmasked Estep 
Score: -11763338.000000 Penalty: 5651.282227
	Iteration 27Q: 3 clusters Score -1.176334e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 75634 members 
Entering Unmasked Estep 
Score: -11763366.000000 Penalty: 5651.282227
	Iteration 28Q: 3 clusters Score -1.176337e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 76015 members 
Entering Unmasked Estep 
Score: -11763450.000000 Penalty: 5651.282227
	Iteration 29Q: 3 clusters Score -1.176345e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 76412 members 
Entering Unmasked Estep 
Score: -11763502.000000 Penalty: 5651.282227
	Iteration 30Q: 3 clusters Score -1.17635e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 76808 members 
Entering Unmasked Estep 
Score: -11763524.000000 Penalty: 5651.282227
	Iteration 31Q: 3 clusters Score -1.176352e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 77215 members 
Entering Unmasked Estep 
Score: -11763599.000000 Penalty: 5651.282227
	Iteration 32Q: 3 clusters Score -1.17636e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 77596 members 
Entering Unmasked Estep 
Score: -11763671.000000 Penalty: 5651.282227
	Iteration 33Q: 3 clusters Score -1.176367e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 77977 members 
Entering Unmasked Estep 
Score: -11763766.000000 Penalty: 5651.282227
	Iteration 34Q: 3 clusters Score -1.176377e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 78353 members 
Entering Unmasked Estep 
Score: -11763834.000000 Penalty: 5651.282227
	Iteration 35Q: 3 clusters Score -1.176383e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 78663 members 
Entering Unmasked Estep 
Score: -11763844.000000 Penalty: 5651.282227
	Iteration 36Q: 3 clusters Score -1.176384e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 78972 members 
Entering Unmasked Estep 
Score: -11763900.000000 Penalty: 5651.282227
	Iteration 37Q: 3 clusters Score -1.17639e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 79244 members 
Entering Unmasked Estep 
Score: -11763899.000000 Penalty: 5651.282227
	Iteration 38Q: 3 clusters Score -1.17639e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 79553 members 
Entering Unmasked Estep 
Score: -11763964.000000 Penalty: 5651.282227
	Iteration 39Q: 3 clusters Score -1.176396e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 79830 members 
Entering Unmasked Estep 
Score: -11764045.000000 Penalty: 5651.282227
	Iteration 40F: 3 clusters Score -1.176404e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 80081 members 
Entering Unmasked Estep 
Score: -11764076.000000 Penalty: 5651.282227
	Iteration 41Q: 3 clusters Score -1.176408e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 80308 members 
Entering Unmasked Estep 
Score: -11764088.000000 Penalty: 5651.282227
	Iteration 42Q: 3 clusters Score -1.176409e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 80513 members 
Entering Unmasked Estep 
Score: -11764110.000000 Penalty: 5651.282227
	Iteration 43Q: 3 clusters Score -1.176411e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 80719 members 
Entering Unmasked Estep 
Score: -11764125.000000 Penalty: 5651.282227
	Iteration 44Q: 3 clusters Score -1.176412e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 80925 members 
Entering Unmasked Estep 
Score: -11764150.000000 Penalty: 5651.282227
	Iteration 45Q: 3 clusters Score -1.176415e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 81116 members 
Entering Unmasked Estep 
Score: -11764156.000000 Penalty: 5651.282227
	Iteration 46Q: 3 clusters Score -1.176416e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 81305 members 
Entering Unmasked Estep 
Score: -11764162.000000 Penalty: 5651.282227
	Iteration 47Q: 3 clusters Score -1.176416e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 81479 members 
Entering Unmasked Estep 
Score: -11764183.000000 Penalty: 5651.282227
	Iteration 48Q: 3 clusters Score -1.176418e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 81647 members 
Entering Unmasked Estep 
Score: -11764184.000000 Penalty: 5651.282227
	Iteration 49Q: 3 clusters Score -1.176418e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 81794 members 
Entering Unmasked Estep 
Score: -11764197.000000 Penalty: 5651.282227
	Iteration 50Q: 3 clusters Score -1.17642e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 81924 members 
Entering Unmasked Estep 
Score: -11764204.000000 Penalty: 5651.282227
	Iteration 51Q: 3 clusters Score -1.17642e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 82040 members 
Entering Unmasked Estep 
Score: -11764212.000000 Penalty: 5651.282227
	Iteration 52Q: 3 clusters Score -1.176421e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 82136 members 
Entering Unmasked Estep 
Score: -11764219.000000 Penalty: 5651.282227
	Iteration 53Q: 3 clusters Score -1.176422e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 82226 members 
Entering Unmasked Estep 
Score: -11764229.000000 Penalty: 5651.282227
	Iteration 54Q: 3 clusters Score -1.176423e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 82303 members 
Entering Unmasked Estep 
Score: -11764233.000000 Penalty: 5651.282227
	Iteration 55Q: 3 clusters Score -1.176423e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 82375 members 
Entering Unmasked Estep 
Score: -11764245.000000 Penalty: 5651.282227
	Iteration 56Q: 3 clusters Score -1.176424e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 82437 members 
Entering Unmasked Estep 
Score: -11764233.000000 Penalty: 5651.282227
	Iteration 57Q: 3 clusters Score -1.176423e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 82497 members 
Entering Unmasked Estep 
Score: -11764215.000000 Penalty: 5651.282227
	Iteration 58Q: 3 clusters Score -1.176422e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 82538 members 
Entering Unmasked Estep 
Score: -11764210.000000 Penalty: 5651.282227
	Iteration 59Q: 3 clusters Score -1.176421e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 82577 members 
Entering Unmasked Estep 
Score: -11764206.000000 Penalty: 5651.282227
	Iteration 60F: 3 clusters Score -1.176421e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 82610 members 
Entering Unmasked Estep 
Score: -11764204.000000 Penalty: 5651.282227
	Iteration 61Q: 3 clusters Score -1.17642e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 82636 members 
Entering Unmasked Estep 
Score: -11764210.000000 Penalty: 5651.282227
	Iteration 62Q: 3 clusters Score -1.176421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 82649 members 
Entering Unmasked Estep 
Score: -11764214.000000 Penalty: 5651.282227
	Iteration 63Q: 3 clusters Score -1.176421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 82658 members 
Entering Unmasked Estep 
Score: -11764217.000000 Penalty: 5651.282227
	Iteration 64Q: 3 clusters Score -1.176422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 82672 members 
Entering Unmasked Estep 
Score: -11764208.000000 Penalty: 5651.282227
	Iteration 65Q: 3 clusters Score -1.176421e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 82689 members 
Entering Unmasked Estep 
Score: -11764204.000000 Penalty: 5651.282227
	Iteration 66Q: 3 clusters Score -1.17642e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 82706 members 
Entering Unmasked Estep 
Score: -11764214.000000 Penalty: 5651.282227
	Iteration 67Q: 3 clusters Score -1.176421e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 82723 members 
Entering Unmasked Estep 
Score: -11764223.000000 Penalty: 5651.282227
	Iteration 68Q: 3 clusters Score -1.176422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 82733 members 
Entering Unmasked Estep 
Score: -11764212.000000 Penalty: 5651.282227
	Iteration 69Q: 3 clusters Score -1.176421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 82741 members 
Entering Unmasked Estep 
Score: -11764205.000000 Penalty: 5651.282227
	Iteration 70Q: 3 clusters Score -1.17642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 82751 members 
Entering Unmasked Estep 
Score: -11764204.000000 Penalty: 5651.282227
	Iteration 71Q: 3 clusters Score -1.17642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 82759 members 
Entering Unmasked Estep 
Score: -11764212.000000 Penalty: 5651.282227
	Iteration 72Q: 3 clusters Score -1.176421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 82766 members 
Entering Unmasked Estep 
Score: -11764207.000000 Penalty: 5651.282227
	Iteration 73Q: 3 clusters Score -1.176421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 82773 members 
Entering Unmasked Estep 
Score: -11764210.000000 Penalty: 5651.282227
	Iteration 74Q: 3 clusters Score -1.176421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 82781 members 
Entering Unmasked Estep 
Score: -11764208.000000 Penalty: 5651.282227
	Iteration 75Q: 3 clusters Score -1.176421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 82792 members 
Entering Unmasked Estep 
Score: -11764216.000000 Penalty: 5651.282227
	Iteration 76Q: 3 clusters Score -1.176422e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 82807 members 
Entering Unmasked Estep 
Score: -11764205.000000 Penalty: 5651.282227
	Iteration 77Q: 3 clusters Score -1.17642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 82819 members 
Entering Unmasked Estep 
Score: -11764220.000000 Penalty: 5651.282227
	Iteration 78Q: 3 clusters Score -1.176422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 82832 members 
Entering Unmasked Estep 
Score: -11764205.000000 Penalty: 5651.282227
	Iteration 79Q: 3 clusters Score -1.17642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 82843 members 
Entering Unmasked Estep 
Score: -11764198.000000 Penalty: 5651.282227
	Iteration 80F: 3 clusters Score -1.17642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 82854 members 
Entering Unmasked Estep 
Score: -11764193.000000 Penalty: 5651.282227
	Iteration 81Q: 3 clusters Score -1.176419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 82865 members 
Entering Unmasked Estep 
Score: -11764188.000000 Penalty: 5651.282227
	Iteration 82Q: 3 clusters Score -1.176419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 82874 members 
Entering Unmasked Estep 
Score: -11764196.000000 Penalty: 5651.282227
	Iteration 83Q: 3 clusters Score -1.17642e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 82889 members 
Entering Unmasked Estep 
Score: -11764199.000000 Penalty: 5651.282227
	Iteration 84Q: 3 clusters Score -1.17642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 82901 members 
Entering Unmasked Estep 
Score: -11764201.000000 Penalty: 5651.282227
	Iteration 85Q: 3 clusters Score -1.17642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 82912 members 
Entering Unmasked Estep 
Score: -11764190.000000 Penalty: 5651.282227
	Iteration 86Q: 3 clusters Score -1.176419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 82923 members 
Entering Unmasked Estep 
Score: -11764189.000000 Penalty: 5651.282227
	Iteration 87Q: 3 clusters Score -1.176419e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 82941 members 
Entering Unmasked Estep 
Score: -11764201.000000 Penalty: 5651.282227
	Iteration 88Q: 3 clusters Score -1.17642e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 82958 members 
Entering Unmasked Estep 
Score: -11764197.000000 Penalty: 5651.282227
	Iteration 89Q: 3 clusters Score -1.17642e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 82972 members 
Entering Unmasked Estep 
Score: -11764200.000000 Penalty: 5651.282227
	Iteration 90Q: 3 clusters Score -1.17642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 82984 members 
Entering Unmasked Estep 
Score: -11764214.000000 Penalty: 5651.282227
	Iteration 91Q: 3 clusters Score -1.176421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 82992 members 
Entering Unmasked Estep 
Score: -11764206.000000 Penalty: 5651.282227
	Iteration 92Q: 3 clusters Score -1.176421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 83004 members 
Entering Unmasked Estep 
Score: -11764200.000000 Penalty: 5651.282227
	Iteration 93Q: 3 clusters Score -1.17642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 83014 members 
Entering Unmasked Estep 
Score: -11764192.000000 Penalty: 5651.282227
	Iteration 94Q: 3 clusters Score -1.176419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 83026 members 
Entering Unmasked Estep 
Score: -11764190.000000 Penalty: 5651.282227
	Iteration 95Q: 3 clusters Score -1.176419e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 83045 members 
Entering Unmasked Estep 
Score: -11764203.000000 Penalty: 5651.282227
	Iteration 96Q: 3 clusters Score -1.17642e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 83062 members 
Entering Unmasked Estep 
Score: -11764195.000000 Penalty: 5651.282227
	Iteration 97Q: 3 clusters Score -1.17642e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 83086 members 
Entering Unmasked Estep 
Score: -11764184.000000 Penalty: 5651.282227
	Iteration 98Q: 3 clusters Score -1.176418e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 83104 members 
Entering Unmasked Estep 
Score: -11764176.000000 Penalty: 5651.282227
	Iteration 99Q: 3 clusters Score -1.176418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
Score: -11764185.000000 Penalty: 5651.282227
	Iteration 100F: 3 clusters Score -1.176418e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 83141 members 
Entering Unmasked Estep 
Score: -11764185.000000 Penalty: 5651.282227
	Iteration 101Q: 3 clusters Score -1.176418e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 83160 members 
Entering Unmasked Estep 
Score: -11764187.000000 Penalty: 5651.282227
	Iteration 102Q: 3 clusters Score -1.176419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 83177 members 
Entering Unmasked Estep 
Score: -11764183.000000 Penalty: 5651.282227
	Iteration 103Q: 3 clusters Score -1.176418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 83190 members 
Entering Unmasked Estep 
Score: -11764191.000000 Penalty: 5651.282227
	Iteration 104Q: 3 clusters Score -1.176419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 83197 members 
Entering Unmasked Estep 
Score: -11764181.000000 Penalty: 5651.282227
	Iteration 105Q: 3 clusters Score -1.176418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 83205 members 
Entering Unmasked Estep 
Score: -11764186.000000 Penalty: 5651.282227
	Iteration 106Q: 3 clusters Score -1.176419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 83214 members 
Entering Unmasked Estep 
Score: -11764192.000000 Penalty: 5651.282227
	Iteration 107Q: 3 clusters Score -1.176419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 83225 members 
Entering Unmasked Estep 
Score: -11764199.000000 Penalty: 5651.282227
	Iteration 108Q: 3 clusters Score -1.17642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 83237 members 
Entering Unmasked Estep 
Score: -11764193.000000 Penalty: 5651.282227
	Iteration 109Q: 3 clusters Score -1.176419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 83248 members 
Entering Unmasked Estep 
Score: -11764187.000000 Penalty: 5651.282227
	Iteration 110Q: 3 clusters Score -1.176419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 83254 members 
Entering Unmasked Estep 
Score: -11764193.000000 Penalty: 5651.282227
	Iteration 111Q: 3 clusters Score -1.176419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 83260 members 
Entering Unmasked Estep 
Score: -11764190.000000 Penalty: 5651.282227
	Iteration 112Q: 3 clusters Score -1.176419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 83267 members 
Entering Unmasked Estep 
Score: -11764195.000000 Penalty: 5651.282227
	Iteration 113Q: 3 clusters Score -1.17642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 83268 members 
Entering Unmasked Estep 
Score: -11764201.000000 Penalty: 5651.282227
	Iteration 114Q: 3 clusters Score -1.17642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 83269 members 
Entering Unmasked Estep 
Score: -11764198.000000 Penalty: 5651.282227
	Iteration 115Q: 3 clusters Score -1.17642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 83271 members 
Entering Unmasked Estep 
Score: -11764198.000000 Penalty: 5651.282227
	Iteration 116Q: 3 clusters Score -1.17642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 83272 members 
Entering Unmasked Estep 
Score: -11764195.000000 Penalty: 5651.282227
	Iteration 117Q: 3 clusters Score -1.17642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 83274 members 
Entering Unmasked Estep 
Score: -11764198.000000 Penalty: 5651.282227
	Iteration 118Q: 3 clusters Score -1.17642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 83274 members 
Entering Unmasked Estep 
Score: -11764198.000000 Penalty: 5651.282227
	Iteration 119F: 3 clusters Score -1.17642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Entering Unmasked Estep 
Score: -903020.687500 Penalty: 2200.098389
	Iteration 0F: 2 clusters Score -903020.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -897131.500000 Penalty: 4400.196777
	Iteration 0F: 3 clusters Score -897131.5 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -898806.062500 Penalty: 4400.196777
	Iteration 1F: 3 clusters Score -898806.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -899292.187500 Penalty: 4400.196777
	Iteration 2F: 3 clusters Score -899292.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -899699.625000 Penalty: 4400.196777
	Iteration 3F: 3 clusters Score -899699.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -900020.250000 Penalty: 4400.196777
	Iteration 4F: 3 clusters Score -900020.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -900273.312500 Penalty: 4400.196777
	Iteration 5F: 3 clusters Score -900273.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -900495.562500 Penalty: 4400.196777
	Iteration 6Q: 3 clusters Score -900495.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -900676.875000 Penalty: 4400.196777
	Iteration 7Q: 3 clusters Score -900676.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -900839.187500 Penalty: 4400.196777
	Iteration 8Q: 3 clusters Score -900839.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -900956.937500 Penalty: 4400.196777
	Iteration 9Q: 3 clusters Score -900956.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -901054.250000 Penalty: 4400.196777
	Iteration 10Q: 3 clusters Score -901054.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -901132.687500 Penalty: 4400.196777
	Iteration 11Q: 3 clusters Score -901132.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -901207.750000 Penalty: 4400.196777
	Iteration 12Q: 3 clusters Score -901207.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -901264.625000 Penalty: 4400.196777
	Iteration 13Q: 3 clusters Score -901264.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -901306.937500 Penalty: 4400.196777
	Iteration 14Q: 3 clusters Score -901306.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -901336.062500 Penalty: 4400.196777
	Iteration 15Q: 3 clusters Score -901336.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -901374.062500 Penalty: 4400.196777
	Iteration 16Q: 3 clusters Score -901374.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -901402.875000 Penalty: 4400.196777
	Iteration 17Q: 3 clusters Score -901402.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -901439.250000 Penalty: 4400.196777
	Iteration 18Q: 3 clusters Score -901439.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -901466.062500 Penalty: 4400.196777
	Iteration 19Q: 3 clusters Score -901466.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -901483.937500 Penalty: 4400.196777
	Iteration 20F: 3 clusters Score -901483.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -901498.875000 Penalty: 4400.196777
	Iteration 21Q: 3 clusters Score -901498.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -901508.187500 Penalty: 4400.196777
	Iteration 22Q: 3 clusters Score -901508.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -901516.250000 Penalty: 4400.196777
	Iteration 23Q: 3 clusters Score -901516.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -901522.687500 Penalty: 4400.196777
	Iteration 24Q: 3 clusters Score -901522.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -901530.312500 Penalty: 4400.196777
	Iteration 25Q: 3 clusters Score -901530.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -901537.937500 Penalty: 4400.196777
	Iteration 26Q: 3 clusters Score -901537.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -901544.312500 Penalty: 4400.196777
	Iteration 27Q: 3 clusters Score -901544.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -901551.125000 Penalty: 4400.196777
	Iteration 28Q: 3 clusters Score -901551.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -901557.750000 Penalty: 4400.196777
	Iteration 29Q: 3 clusters Score -901557.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -901563.500000 Penalty: 4400.196777
	Iteration 30Q: 3 clusters Score -901563.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -901569.937500 Penalty: 4400.196777
	Iteration 31Q: 3 clusters Score -901569.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -901575.312500 Penalty: 4400.196777
	Iteration 32Q: 3 clusters Score -901575.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -901577.312500 Penalty: 4400.196777
	Iteration 33Q: 3 clusters Score -901577.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -901583.500000 Penalty: 4400.196777
	Iteration 34Q: 3 clusters Score -901583.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -901587.562500 Penalty: 4400.196777
	Iteration 35Q: 3 clusters Score -901587.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -901593.500000 Penalty: 4400.196777
	Iteration 36Q: 3 clusters Score -901593.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -901597.625000 Penalty: 4400.196777
	Iteration 37Q: 3 clusters Score -901597.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -901604.187500 Penalty: 4400.196777
	Iteration 38Q: 3 clusters Score -901604.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -901608.812500 Penalty: 4400.196777
	Iteration 39Q: 3 clusters Score -901608.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -901614.562500 Penalty: 4400.196777
	Iteration 40F: 3 clusters Score -901614.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -901621.562500 Penalty: 4400.196777
	Iteration 41Q: 3 clusters Score -901621.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -901626.062500 Penalty: 4400.196777
	Iteration 42Q: 3 clusters Score -901626.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -901633.875000 Penalty: 4400.196777
	Iteration 43Q: 3 clusters Score -901633.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -901638.312500 Penalty: 4400.196777
	Iteration 44Q: 3 clusters Score -901638.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -901640.500000 Penalty: 4400.196777
	Iteration 45Q: 3 clusters Score -901640.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -901643.000000 Penalty: 4400.196777
	Iteration 46Q: 3 clusters Score -901643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -901643.500000 Penalty: 4400.196777
	Iteration 47Q: 3 clusters Score -901643.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -901642.812500 Penalty: 4400.196777
	Iteration 48Q: 3 clusters Score -901642.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -901642.812500 Penalty: 4400.196777
	Iteration 49F: 3 clusters Score -901642.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Entering Unmasked Estep 
Score: -4316917.500000 Penalty: 2563.074463
	Iteration 0F: 2 clusters Score -4316918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -4295674.500000 Penalty: 5126.148926
	Iteration 0F: 3 clusters Score -4295674 nChanged 13872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -4303267.000000 Penalty: 5126.148926
	Iteration 1F: 3 clusters Score -4303267 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -4303640.500000 Penalty: 5126.148926
	Iteration 2Q: 3 clusters Score -4303640 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -4303904.500000 Penalty: 5126.148926
	Iteration 3Q: 3 clusters Score -4303904 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -4304123.500000 Penalty: 5126.148926
	Iteration 4Q: 3 clusters Score -4304124 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -4304331.000000 Penalty: 5126.148926
	Iteration 5Q: 3 clusters Score -4304331 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -4304546.500000 Penalty: 5126.148926
	Iteration 6Q: 3 clusters Score -4304546 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -4304862.500000 Penalty: 5126.148926
	Iteration 7Q: 3 clusters Score -4304862 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -4305323.000000 Penalty: 5126.148926
	Iteration 8Q: 3 clusters Score -4305323 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -4305994.500000 Penalty: 5126.148926
	Iteration 9Q: 3 clusters Score -4305994 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -4307059.500000 Penalty: 5126.148926
	Iteration 10F: 3 clusters Score -4307060 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -4308603.500000 Penalty: 5126.148926
	Iteration 11F: 3 clusters Score -4308604 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -4310429.500000 Penalty: 5126.148926
	Iteration 12F: 3 clusters Score -4310430 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -4312180.500000 Penalty: 5126.148926
	Iteration 13F: 3 clusters Score -4312180 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -4313420.000000 Penalty: 5126.148926
	Iteration 14Q: 3 clusters Score -4313420 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -4314057.500000 Penalty: 5126.148926
	Iteration 15Q: 3 clusters Score -4314058 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -4314356.000000 Penalty: 5126.148926
	Iteration 16Q: 3 clusters Score -4314356 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -4314461.000000 Penalty: 5126.148926
	Iteration 17Q: 3 clusters Score -4314461 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -4314530.500000 Penalty: 5126.148926
	Iteration 18Q: 3 clusters Score -4314530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -4314574.500000 Penalty: 5126.148926
	Iteration 19Q: 3 clusters Score -4314574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -4314609.000000 Penalty: 5126.148926
	Iteration 20F: 3 clusters Score -4314609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -4314627.500000 Penalty: 5126.148926
	Iteration 21Q: 3 clusters Score -4314628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -4314635.500000 Penalty: 5126.148926
	Iteration 22Q: 3 clusters Score -4314636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -4314644.500000 Penalty: 5126.148926
	Iteration 23Q: 3 clusters Score -4314644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -4314658.000000 Penalty: 5126.148926
	Iteration 24Q: 3 clusters Score -4314658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -4314667.500000 Penalty: 5126.148926
	Iteration 25Q: 3 clusters Score -4314668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -4314666.500000 Penalty: 5126.148926
	Iteration 26Q: 3 clusters Score -4314666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -4314666.500000 Penalty: 5126.148926
	Iteration 27F: 3 clusters Score -4314666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -38128.039062 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -38128.04 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: -36842.375000 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -36842.38 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37033.644531 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -37033.64 nChanged 17
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: -37152.734375 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -37152.73 nChanged 8
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: -37256.527344 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -37256.53 nChanged 9
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: -37344.484375 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -37344.48 nChanged 7
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: -37374.117188 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -37374.12 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: -37391.121094 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -37391.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37422.914062 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -37422.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37442.484375 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -37442.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37442.484375 Penalty: 2868.777344
	Iteration 9F: 3 clusters Score -37442.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (89566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89566 members 
Entering Unmasked Estep 
Score: -12085921.000000 Penalty: 2827.877197
	Iteration 0F: 2 clusters Score -1.208592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -12026133.000000 Penalty: 5655.754395
	Iteration 0F: 3 clusters Score -1.202613e+07 nChanged 42080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -12050184.000000 Penalty: 5655.754395
	Iteration 1F: 3 clusters Score -1.205018e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -12050857.000000 Penalty: 5655.754395
	Iteration 2Q: 3 clusters Score -1.205086e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -12051708.000000 Penalty: 5655.754395
	Iteration 3Q: 3 clusters Score -1.205171e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -12053038.000000 Penalty: 5655.754395
	Iteration 4Q: 3 clusters Score -1.205304e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 56959 members 
Entering Unmasked Estep 
Score: -12055108.000000 Penalty: 5655.754395
	Iteration 5Q: 3 clusters Score -1.205511e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 62258 members 
Entering Unmasked Estep 
Score: -12058361.000000 Penalty: 5655.754395
	Iteration 6F: 3 clusters Score -1.205836e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 68916 members 
Entering Unmasked Estep 
Score: -12063524.000000 Penalty: 5655.754395
	Iteration 7F: 3 clusters Score -1.206352e+07 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 76244 members 
Entering Unmasked Estep 
Score: -12070293.000000 Penalty: 5655.754395
	Iteration 8F: 3 clusters Score -1.207029e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 82818 members 
Entering Unmasked Estep 
Score: -12076928.000000 Penalty: 5655.754395
	Iteration 9F: 3 clusters Score -1.207693e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 86873 members 
Entering Unmasked Estep 
Score: -12080920.000000 Penalty: 5655.754395
	Iteration 10Q: 3 clusters Score -1.208092e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 88585 members 
Entering Unmasked Estep 
Score: -12082557.000000 Penalty: 5655.754395
	Iteration 11Q: 3 clusters Score -1.208256e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 89127 members 
Entering Unmasked Estep 
Score: -12083111.000000 Penalty: 5655.754395
	Iteration 12Q: 3 clusters Score -1.208311e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 89267 members 
Entering Unmasked Estep 
Score: -12083296.000000 Penalty: 5655.754395
	Iteration 13Q: 3 clusters Score -1.20833e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 89308 members 
Entering Unmasked Estep 
Score: -12083399.000000 Penalty: 5655.754395
	Iteration 14Q: 3 clusters Score -1.20834e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 89320 members 
Entering Unmasked Estep 
Score: -12083431.000000 Penalty: 5655.754395
	Iteration 15Q: 3 clusters Score -1.208343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 89331 members 
Entering Unmasked Estep 
Score: -12083445.000000 Penalty: 5655.754395
	Iteration 16Q: 3 clusters Score -1.208344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 89338 members 
Entering Unmasked Estep 
Score: -12083459.000000 Penalty: 5655.754395
	Iteration 17Q: 3 clusters Score -1.208346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 89344 members 
Entering Unmasked Estep 
Score: -12083460.000000 Penalty: 5655.754395
	Iteration 18Q: 3 clusters Score -1.208346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 89345 members 
Entering Unmasked Estep 
Score: -12083469.000000 Penalty: 5655.754395
	Iteration 19Q: 3 clusters Score -1.208347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 89346 members 
Entering Unmasked Estep 
Score: -12083467.000000 Penalty: 5655.754395
	Iteration 20F: 3 clusters Score -1.208347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 89345 members 
Entering Unmasked Estep 
Score: -12083474.000000 Penalty: 5655.754395
	Iteration 21Q: 3 clusters Score -1.208347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 89345 members 
Entering Unmasked Estep 
Score: -12083474.000000 Penalty: 5655.754395
	Iteration 22F: 3 clusters Score -1.208347e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70772 members 
Entering Unmasked Estep 
Score: -9539058.000000 Penalty: 2769.470459
	Iteration 0F: 2 clusters Score -9539058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -9491673.000000 Penalty: 5538.940918
	Iteration 0F: 3 clusters Score -9491673 nChanged 33138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -9510449.000000 Penalty: 5538.940918
	Iteration 1F: 3 clusters Score -9510449 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -9511652.000000 Penalty: 5538.940918
	Iteration 2Q: 3 clusters Score -9511652 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -9513600.000000 Penalty: 5538.940918
	Iteration 3F: 3 clusters Score -9513600 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -9516736.000000 Penalty: 5538.940918
	Iteration 4F: 3 clusters Score -9516736 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -9521374.000000 Penalty: 5538.940918
	Iteration 5F: 3 clusters Score -9521374 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -9526311.000000 Penalty: 5538.940918
	Iteration 6F: 3 clusters Score -9526311 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56337 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -9530637.000000 Penalty: 5538.940918
	Iteration 7F: 3 clusters Score -9530637 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58807 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -9533272.000000 Penalty: 5538.940918
	Iteration 8Q: 3 clusters Score -9533272 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60346 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -9534535.000000 Penalty: 5538.940918
	Iteration 9Q: 3 clusters Score -9534535 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61416 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -9535189.000000 Penalty: 5538.940918
	Iteration 10Q: 3 clusters Score -9535189 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62297 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -9535572.000000 Penalty: 5538.940918
	Iteration 11Q: 3 clusters Score -9535572 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -9535916.000000 Penalty: 5538.940918
	Iteration 12Q: 3 clusters Score -9535916 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63715 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -9536170.000000 Penalty: 5538.940918
	Iteration 13Q: 3 clusters Score -9536170 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64311 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -9536435.000000 Penalty: 5538.940918
	Iteration 14Q: 3 clusters Score -9536435 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64838 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -9536574.000000 Penalty: 5538.940918
	Iteration 15Q: 3 clusters Score -9536574 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65316 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -9536786.000000 Penalty: 5538.940918
	Iteration 16Q: 3 clusters Score -9536786 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65736 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -9536918.000000 Penalty: 5538.940918
	Iteration 17Q: 3 clusters Score -9536918 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66114 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -9537002.000000 Penalty: 5538.940918
	Iteration 18Q: 3 clusters Score -9537002 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66456 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -9537104.000000 Penalty: 5538.940918
	Iteration 19Q: 3 clusters Score -9537104 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66759 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -9537182.000000 Penalty: 5538.940918
	Iteration 20F: 3 clusters Score -9537182 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67034 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -9537272.000000 Penalty: 5538.940918
	Iteration 21Q: 3 clusters Score -9537272 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67260 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -9537357.000000 Penalty: 5538.940918
	Iteration 22Q: 3 clusters Score -9537357 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67465 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -9537389.000000 Penalty: 5538.940918
	Iteration 23Q: 3 clusters Score -9537389 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67660 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -9537426.000000 Penalty: 5538.940918
	Iteration 24Q: 3 clusters Score -9537426 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67813 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -9537480.000000 Penalty: 5538.940918
	Iteration 25Q: 3 clusters Score -9537480 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67952 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -9537513.000000 Penalty: 5538.940918
	Iteration 26Q: 3 clusters Score -9537513 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68077 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -9537558.000000 Penalty: 5538.940918
	Iteration 27Q: 3 clusters Score -9537558 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68200 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -9537582.000000 Penalty: 5538.940918
	Iteration 28Q: 3 clusters Score -9537582 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68293 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -9537633.000000 Penalty: 5538.940918
	Iteration 29Q: 3 clusters Score -9537633 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68378 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -9537628.000000 Penalty: 5538.940918
	Iteration 30Q: 3 clusters Score -9537628 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68449 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -9537645.000000 Penalty: 5538.940918
	Iteration 31Q: 3 clusters Score -9537645 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68511 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -9537663.000000 Penalty: 5538.940918
	Iteration 32Q: 3 clusters Score -9537663 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68574 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -9537686.000000 Penalty: 5538.940918
	Iteration 33Q: 3 clusters Score -9537686 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68635 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -9537676.000000 Penalty: 5538.940918
	Iteration 34Q: 3 clusters Score -9537676 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -9537693.000000 Penalty: 5538.940918
	Iteration 35Q: 3 clusters Score -9537693 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68727 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -9537697.000000 Penalty: 5538.940918
	Iteration 36Q: 3 clusters Score -9537697 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68761 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -9537724.000000 Penalty: 5538.940918
	Iteration 37Q: 3 clusters Score -9537724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68785 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -9537718.000000 Penalty: 5538.940918
	Iteration 38Q: 3 clusters Score -9537718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68803 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -9537718.000000 Penalty: 5538.940918
	Iteration 39Q: 3 clusters Score -9537718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -9537729.000000 Penalty: 5538.940918
	Iteration 40F: 3 clusters Score -9537729 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68840 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -9537735.000000 Penalty: 5538.940918
	Iteration 41Q: 3 clusters Score -9537735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68855 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -9537737.000000 Penalty: 5538.940918
	Iteration 42Q: 3 clusters Score -9537737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68874 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -9537737.000000 Penalty: 5538.940918
	Iteration 43Q: 3 clusters Score -9537737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68895 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -9537747.000000 Penalty: 5538.940918
	Iteration 44Q: 3 clusters Score -9537747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68912 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -9537743.000000 Penalty: 5538.940918
	Iteration 45Q: 3 clusters Score -9537743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68928 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -9537740.000000 Penalty: 5538.940918
	Iteration 46Q: 3 clusters Score -9537740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68939 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -9537750.000000 Penalty: 5538.940918
	Iteration 47Q: 3 clusters Score -9537750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68946 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -9537749.000000 Penalty: 5538.940918
	Iteration 48Q: 3 clusters Score -9537749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68952 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -9537749.000000 Penalty: 5538.940918
	Iteration 49Q: 3 clusters Score -9537749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -9537755.000000 Penalty: 5538.940918
	Iteration 50Q: 3 clusters Score -9537755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68962 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -9537758.000000 Penalty: 5538.940918
	Iteration 51Q: 3 clusters Score -9537758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68965 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -9537760.000000 Penalty: 5538.940918
	Iteration 52Q: 3 clusters Score -9537760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68965 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -9537760.000000 Penalty: 5538.940918
	Iteration 53F: 3 clusters Score -9537760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -41063.812500 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -41063.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39757.863281 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -39757.86 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40513.785156 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -40513.79 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41332.500000 Penalty: 2999.496582
	Iteration 2F: 3 clusters Score -41332.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -41557.867188 Penalty: 2999.496582
	Iteration 3Q: 3 clusters Score -41557.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41574.308594 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -41574.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41574.308594 Penalty: 2999.496582
	Iteration 5F: 3 clusters Score -41574.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88762 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30791 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89566 members 
Mstep: Class 6 contains 70772 members 
Mstep: Class 7 contains 187 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163739 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159581 members 
Mstep: Class 12 contains 95021 members 
Mstep: Class 13 contains 158305 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5510 members 
Mstep: Class 16 contains 2937 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174129 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161179 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 158005 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 236 members 
Entering Unmasked Estep 
Score: -180438464.000000 Penalty: 87655.367188
Splitting cluster 7 changes total score from -180439776.000000 to -180438464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -71767.906250 Penalty: 1573.717773
	Iteration 0F: 2 clusters Score -71767.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -70166.468750 Penalty: 3147.435547
	Iteration 0F: 3 clusters Score -70166.47 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -70351.906250 Penalty: 3147.435547
	Iteration 1F: 3 clusters Score -70351.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -70399.382812 Penalty: 3147.435547
	Iteration 2Q: 3 clusters Score -70399.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -70427.296875 Penalty: 3147.435547
	Iteration 3Q: 3 clusters Score -70427.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -70442.687500 Penalty: 3147.435547
	Iteration 4Q: 3 clusters Score -70442.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -70446.460938 Penalty: 3147.435547
	Iteration 5Q: 3 clusters Score -70446.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -70446.460938 Penalty: 3147.435547
	Iteration 6F: 3 clusters Score -70446.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (163739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163739 members 
Entering Unmasked Estep 
Score: -21907376.000000 Penalty: 2977.495117
	Iteration 0F: 2 clusters Score -2.190738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81851 members 
Mstep: Class 2 contains 81888 members 
Entering Unmasked Estep 
Score: -21801112.000000 Penalty: 5954.990234
	Iteration 0F: 3 clusters Score -2.180111e+07 nChanged 78783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82502 members 
Mstep: Class 2 contains 81237 members 
Entering Unmasked Estep 
Score: -21846834.000000 Penalty: 5954.990234
	Iteration 1F: 3 clusters Score -2.184683e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82744 members 
Mstep: Class 2 contains 80995 members 
Entering Unmasked Estep 
Score: -21847698.000000 Penalty: 5954.990234
	Iteration 2Q: 3 clusters Score -2.18477e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83162 members 
Mstep: Class 2 contains 80577 members 
Entering Unmasked Estep 
Score: -21848640.000000 Penalty: 5954.990234
	Iteration 3Q: 3 clusters Score -2.184864e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83801 members 
Mstep: Class 2 contains 79938 members 
Entering Unmasked Estep 
Score: -21849352.000000 Penalty: 5954.990234
	Iteration 4Q: 3 clusters Score -2.184935e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84803 members 
Mstep: Class 2 contains 78936 members 
Entering Unmasked Estep 
Score: -21850472.000000 Penalty: 5954.990234
	Iteration 5Q: 3 clusters Score -2.185047e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86184 members 
Mstep: Class 2 contains 77555 members 
Entering Unmasked Estep 
Score: -21851714.000000 Penalty: 5954.990234
	Iteration 6Q: 3 clusters Score -2.185171e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88154 members 
Mstep: Class 2 contains 75585 members 
Entering Unmasked Estep 
Score: -21853330.000000 Penalty: 5954.990234
	Iteration 7Q: 3 clusters Score -2.185333e+07 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90840 members 
Mstep: Class 2 contains 72899 members 
Entering Unmasked Estep 
Score: -21855358.000000 Penalty: 5954.990234
	Iteration 8Q: 3 clusters Score -2.185536e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94565 members 
Mstep: Class 2 contains 69174 members 
Entering Unmasked Estep 
Score: -21858470.000000 Penalty: 5954.990234
	Iteration 9Q: 3 clusters Score -2.185847e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99458 members 
Mstep: Class 2 contains 64281 members 
Entering Unmasked Estep 
Score: -21863276.000000 Penalty: 5954.990234
	Iteration 10F: 3 clusters Score -2.186328e+07 nChanged 9450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105354 members 
Mstep: Class 2 contains 58385 members 
Entering Unmasked Estep 
Score: -21870084.000000 Penalty: 5954.990234
	Iteration 11F: 3 clusters Score -2.187008e+07 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110889 members 
Mstep: Class 2 contains 52850 members 
Entering Unmasked Estep 
Score: -21877008.000000 Penalty: 5954.990234
	Iteration 12F: 3 clusters Score -2.187701e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115423 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -21882610.000000 Penalty: 5954.990234
	Iteration 13F: 3 clusters Score -2.188261e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118967 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -21885650.000000 Penalty: 5954.990234
	Iteration 14Q: 3 clusters Score -2.188565e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121994 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -21887456.000000 Penalty: 5954.990234
	Iteration 15Q: 3 clusters Score -2.188746e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124896 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -21888718.000000 Penalty: 5954.990234
	Iteration 16Q: 3 clusters Score -2.188872e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127701 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -21889860.000000 Penalty: 5954.990234
	Iteration 17Q: 3 clusters Score -2.188986e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130470 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -21891098.000000 Penalty: 5954.990234
	Iteration 18Q: 3 clusters Score -2.18911e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133269 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -21892358.000000 Penalty: 5954.990234
	Iteration 19Q: 3 clusters Score -2.189236e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136048 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -21893604.000000 Penalty: 5954.990234
	Iteration 20F: 3 clusters Score -2.18936e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138801 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -21894880.000000 Penalty: 5954.990234
	Iteration 21Q: 3 clusters Score -2.189488e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141443 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -21896380.000000 Penalty: 5954.990234
	Iteration 22Q: 3 clusters Score -2.189638e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143882 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -21897734.000000 Penalty: 5954.990234
	Iteration 23Q: 3 clusters Score -2.189773e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146196 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -21898990.000000 Penalty: 5954.990234
	Iteration 24Q: 3 clusters Score -2.189899e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148350 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -21900168.000000 Penalty: 5954.990234
	Iteration 25Q: 3 clusters Score -2.190017e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150434 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -21901136.000000 Penalty: 5954.990234
	Iteration 26Q: 3 clusters Score -2.190114e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152392 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -21902012.000000 Penalty: 5954.990234
	Iteration 27Q: 3 clusters Score -2.190201e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154103 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -21902916.000000 Penalty: 5954.990234
	Iteration 28Q: 3 clusters Score -2.190292e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155551 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -21903626.000000 Penalty: 5954.990234
	Iteration 29Q: 3 clusters Score -2.190363e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156779 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -21904122.000000 Penalty: 5954.990234
	Iteration 30Q: 3 clusters Score -2.190412e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157766 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -21904374.000000 Penalty: 5954.990234
	Iteration 31Q: 3 clusters Score -2.190437e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158577 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -21904570.000000 Penalty: 5954.990234
	Iteration 32Q: 3 clusters Score -2.190457e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159257 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -21904826.000000 Penalty: 5954.990234
	Iteration 33Q: 3 clusters Score -2.190483e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159795 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -21904872.000000 Penalty: 5954.990234
	Iteration 34Q: 3 clusters Score -2.190487e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160239 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -21904908.000000 Penalty: 5954.990234
	Iteration 35Q: 3 clusters Score -2.190491e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160641 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -21904990.000000 Penalty: 5954.990234
	Iteration 36Q: 3 clusters Score -2.190499e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160991 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -21905060.000000 Penalty: 5954.990234
	Iteration 37Q: 3 clusters Score -2.190506e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161284 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -21905154.000000 Penalty: 5954.990234
	Iteration 38Q: 3 clusters Score -2.190515e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161535 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -21905210.000000 Penalty: 5954.990234
	Iteration 39Q: 3 clusters Score -2.190521e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161732 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -21905240.000000 Penalty: 5954.990234
	Iteration 40F: 3 clusters Score -2.190524e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161895 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -21905256.000000 Penalty: 5954.990234
	Iteration 41Q: 3 clusters Score -2.190526e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162047 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -21905278.000000 Penalty: 5954.990234
	Iteration 42Q: 3 clusters Score -2.190528e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162161 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -21905306.000000 Penalty: 5954.990234
	Iteration 43Q: 3 clusters Score -2.190531e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162256 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -21905264.000000 Penalty: 5954.990234
	Iteration 44Q: 3 clusters Score -2.190526e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162317 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -21905280.000000 Penalty: 5954.990234
	Iteration 45Q: 3 clusters Score -2.190528e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162374 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -21905274.000000 Penalty: 5954.990234
	Iteration 46Q: 3 clusters Score -2.190527e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162421 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -21905258.000000 Penalty: 5954.990234
	Iteration 47Q: 3 clusters Score -2.190526e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162457 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -21905286.000000 Penalty: 5954.990234
	Iteration 48Q: 3 clusters Score -2.190529e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162497 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -21905264.000000 Penalty: 5954.990234
	Iteration 49Q: 3 clusters Score -2.190526e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162517 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -21905258.000000 Penalty: 5954.990234
	Iteration 50Q: 3 clusters Score -2.190526e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162539 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -21905256.000000 Penalty: 5954.990234
	Iteration 51Q: 3 clusters Score -2.190526e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162555 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -21905254.000000 Penalty: 5954.990234
	Iteration 52Q: 3 clusters Score -2.190525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162572 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -21905218.000000 Penalty: 5954.990234
	Iteration 53Q: 3 clusters Score -2.190522e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162587 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -21905240.000000 Penalty: 5954.990234
	Iteration 54Q: 3 clusters Score -2.190524e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162609 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -21905258.000000 Penalty: 5954.990234
	Iteration 55Q: 3 clusters Score -2.190526e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162626 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -21905242.000000 Penalty: 5954.990234
	Iteration 56Q: 3 clusters Score -2.190524e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162651 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -21905286.000000 Penalty: 5954.990234
	Iteration 57Q: 3 clusters Score -2.190529e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162675 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -21905310.000000 Penalty: 5954.990234
	Iteration 58Q: 3 clusters Score -2.190531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162681 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -21905320.000000 Penalty: 5954.990234
	Iteration 59Q: 3 clusters Score -2.190532e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162689 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -21905332.000000 Penalty: 5954.990234
	Iteration 60F: 3 clusters Score -2.190533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162693 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -21905334.000000 Penalty: 5954.990234
	Iteration 61Q: 3 clusters Score -2.190533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162698 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -21905322.000000 Penalty: 5954.990234
	Iteration 62Q: 3 clusters Score -2.190532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162700 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -21905314.000000 Penalty: 5954.990234
	Iteration 63Q: 3 clusters Score -2.190531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162700 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -21905314.000000 Penalty: 5954.990234
	Iteration 64F: 3 clusters Score -2.190531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Entering Unmasked Estep 
Score: -396968.406250 Penalty: 1985.331055
	Iteration 0F: 2 clusters Score -396968.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -393734.218750 Penalty: 3970.662109
	Iteration 0F: 3 clusters Score -393734.2 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -394508.500000 Penalty: 3970.662109
	Iteration 1F: 3 clusters Score -394508.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -394724.062500 Penalty: 3970.662109
	Iteration 2F: 3 clusters Score -394724.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -394875.906250 Penalty: 3970.662109
	Iteration 3F: 3 clusters Score -394875.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -394979.187500 Penalty: 3970.662109
	Iteration 4Q: 3 clusters Score -394979.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -395068.468750 Penalty: 3970.662109
	Iteration 5Q: 3 clusters Score -395068.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -395162.375000 Penalty: 3970.662109
	Iteration 6Q: 3 clusters Score -395162.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -395227.656250 Penalty: 3970.662109
	Iteration 7Q: 3 clusters Score -395227.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -395291.281250 Penalty: 3970.662109
	Iteration 8Q: 3 clusters Score -395291.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -395345.156250 Penalty: 3970.662109
	Iteration 9Q: 3 clusters Score -395345.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -395393.250000 Penalty: 3970.662109
	Iteration 10Q: 3 clusters Score -395393.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -395473.062500 Penalty: 3970.662109
	Iteration 11Q: 3 clusters Score -395473.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -395540.187500 Penalty: 3970.662109
	Iteration 12Q: 3 clusters Score -395540.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -395630.406250 Penalty: 3970.662109
	Iteration 13Q: 3 clusters Score -395630.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -395728.500000 Penalty: 3970.662109
	Iteration 14Q: 3 clusters Score -395728.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -395829.250000 Penalty: 3970.662109
	Iteration 15Q: 3 clusters Score -395829.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -395953.437500 Penalty: 3970.662109
	Iteration 16Q: 3 clusters Score -395953.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -396116.843750 Penalty: 3970.662109
	Iteration 17Q: 3 clusters Score -396116.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -396271.250000 Penalty: 3970.662109
	Iteration 18Q: 3 clusters Score -396271.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -396393.718750 Penalty: 3970.662109
	Iteration 19Q: 3 clusters Score -396393.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -396475.406250 Penalty: 3970.662109
	Iteration 20F: 3 clusters Score -396475.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -396529.156250 Penalty: 3970.662109
	Iteration 21Q: 3 clusters Score -396529.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -396550.843750 Penalty: 3970.662109
	Iteration 22Q: 3 clusters Score -396550.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -396562.218750 Penalty: 3970.662109
	Iteration 23Q: 3 clusters Score -396562.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -396571.250000 Penalty: 3970.662109
	Iteration 24Q: 3 clusters Score -396571.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -396577.781250 Penalty: 3970.662109
	Iteration 25Q: 3 clusters Score -396577.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -396580.718750 Penalty: 3970.662109
	Iteration 26Q: 3 clusters Score -396580.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -396582.687500 Penalty: 3970.662109
	Iteration 27Q: 3 clusters Score -396582.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -396583.843750 Penalty: 3970.662109
	Iteration 28Q: 3 clusters Score -396583.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -396586.000000 Penalty: 3970.662109
	Iteration 29Q: 3 clusters Score -396586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -396585.656250 Penalty: 3970.662109
	Iteration 30Q: 3 clusters Score -396585.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -396585.656250 Penalty: 3970.662109
	Iteration 31F: 3 clusters Score -396585.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (159581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159581 members 
Entering Unmasked Estep 
Score: -21555632.000000 Penalty: 2971.115967
	Iteration 0F: 2 clusters Score -2.155563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79852 members 
Mstep: Class 2 contains 79729 members 
Entering Unmasked Estep 
Score: -21450814.000000 Penalty: 5942.231934
	Iteration 0F: 3 clusters Score -2.145081e+07 nChanged 76511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81417 members 
Mstep: Class 2 contains 78164 members 
Entering Unmasked Estep 
Score: -21495220.000000 Penalty: 5942.231934
	Iteration 1F: 3 clusters Score -2.149522e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82619 members 
Mstep: Class 2 contains 76962 members 
Entering Unmasked Estep 
Score: -21496396.000000 Penalty: 5942.231934
	Iteration 2Q: 3 clusters Score -2.14964e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84643 members 
Mstep: Class 2 contains 74938 members 
Entering Unmasked Estep 
Score: -21497878.000000 Penalty: 5942.231934
	Iteration 3Q: 3 clusters Score -2.149788e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87588 members 
Mstep: Class 2 contains 71993 members 
Entering Unmasked Estep 
Score: -21500000.000000 Penalty: 5942.231934
	Iteration 4Q: 3 clusters Score -2.15e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91718 members 
Mstep: Class 2 contains 67863 members 
Entering Unmasked Estep 
Score: -21503090.000000 Penalty: 5942.231934
	Iteration 5Q: 3 clusters Score -2.150309e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97246 members 
Mstep: Class 2 contains 62335 members 
Entering Unmasked Estep 
Score: -21507302.000000 Penalty: 5942.231934
	Iteration 6F: 3 clusters Score -2.15073e+07 nChanged 9894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104238 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -21512718.000000 Penalty: 5942.231934
	Iteration 7F: 3 clusters Score -2.151272e+07 nChanged 10332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112340 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -21518938.000000 Penalty: 5942.231934
	Iteration 8F: 3 clusters Score -2.151894e+07 nChanged 9904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121090 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -21525216.000000 Penalty: 5942.231934
	Iteration 9F: 3 clusters Score -2.152522e+07 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129843 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -21531840.000000 Penalty: 5942.231934
	Iteration 10F: 3 clusters Score -2.153184e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138019 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -21538470.000000 Penalty: 5942.231934
	Iteration 11F: 3 clusters Score -2.153847e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144697 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -21543950.000000 Penalty: 5942.231934
	Iteration 12Q: 3 clusters Score -2.154395e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149648 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -21547816.000000 Penalty: 5942.231934
	Iteration 13Q: 3 clusters Score -2.154782e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153234 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -21550358.000000 Penalty: 5942.231934
	Iteration 14Q: 3 clusters Score -2.155036e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155795 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -21551828.000000 Penalty: 5942.231934
	Iteration 15Q: 3 clusters Score -2.155183e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157355 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -21552560.000000 Penalty: 5942.231934
	Iteration 16Q: 3 clusters Score -2.155256e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158202 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -21552826.000000 Penalty: 5942.231934
	Iteration 17Q: 3 clusters Score -2.155283e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158631 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -21552940.000000 Penalty: 5942.231934
	Iteration 18Q: 3 clusters Score -2.155294e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158848 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -21553038.000000 Penalty: 5942.231934
	Iteration 19Q: 3 clusters Score -2.155304e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158966 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -21553060.000000 Penalty: 5942.231934
	Iteration 20F: 3 clusters Score -2.155306e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159040 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -21553110.000000 Penalty: 5942.231934
	Iteration 21Q: 3 clusters Score -2.155311e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159091 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -21553118.000000 Penalty: 5942.231934
	Iteration 22Q: 3 clusters Score -2.155312e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159111 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -21553148.000000 Penalty: 5942.231934
	Iteration 23Q: 3 clusters Score -2.155315e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159123 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -21553134.000000 Penalty: 5942.231934
	Iteration 24Q: 3 clusters Score -2.155313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159128 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -21553150.000000 Penalty: 5942.231934
	Iteration 25Q: 3 clusters Score -2.155315e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159136 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -21553172.000000 Penalty: 5942.231934
	Iteration 26Q: 3 clusters Score -2.155317e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159144 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -21553164.000000 Penalty: 5942.231934
	Iteration 27Q: 3 clusters Score -2.155316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159148 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -21553172.000000 Penalty: 5942.231934
	Iteration 28Q: 3 clusters Score -2.155317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159156 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -21553188.000000 Penalty: 5942.231934
	Iteration 29Q: 3 clusters Score -2.155319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159161 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -21553190.000000 Penalty: 5942.231934
	Iteration 30Q: 3 clusters Score -2.155319e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159168 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -21553198.000000 Penalty: 5942.231934
	Iteration 31Q: 3 clusters Score -2.15532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159169 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -21553198.000000 Penalty: 5942.231934
	Iteration 32Q: 3 clusters Score -2.15532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159172 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -21553212.000000 Penalty: 5942.231934
	Iteration 33Q: 3 clusters Score -2.155321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159175 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -21553212.000000 Penalty: 5942.231934
	Iteration 34Q: 3 clusters Score -2.155321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159179 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -21553216.000000 Penalty: 5942.231934
	Iteration 35Q: 3 clusters Score -2.155322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159178 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -21553220.000000 Penalty: 5942.231934
	Iteration 36Q: 3 clusters Score -2.155322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159180 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -21553224.000000 Penalty: 5942.231934
	Iteration 37Q: 3 clusters Score -2.155322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159182 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -21553218.000000 Penalty: 5942.231934
	Iteration 38Q: 3 clusters Score -2.155322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159183 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -21553218.000000 Penalty: 5942.231934
	Iteration 39Q: 3 clusters Score -2.155322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159184 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -21553208.000000 Penalty: 5942.231934
	Iteration 40F: 3 clusters Score -2.155321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159186 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -21553200.000000 Penalty: 5942.231934
	Iteration 41Q: 3 clusters Score -2.15532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159188 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -21553198.000000 Penalty: 5942.231934
	Iteration 42Q: 3 clusters Score -2.15532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159191 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -21553204.000000 Penalty: 5942.231934
	Iteration 43Q: 3 clusters Score -2.15532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159194 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -21553188.000000 Penalty: 5942.231934
	Iteration 44Q: 3 clusters Score -2.155319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159195 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -21553190.000000 Penalty: 5942.231934
	Iteration 45Q: 3 clusters Score -2.155319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159196 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -21553192.000000 Penalty: 5942.231934
	Iteration 46Q: 3 clusters Score -2.155319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159196 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -21553192.000000 Penalty: 5942.231934
	Iteration 47F: 3 clusters Score -2.155319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (95021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95021 members 
Entering Unmasked Estep 
Score: -12304889.000000 Penalty: 2842.539551
	Iteration 0F: 2 clusters Score -1.230489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -12241266.000000 Penalty: 5685.079102
	Iteration 0F: 3 clusters Score -1.224127e+07 nChanged 44942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -12267299.000000 Penalty: 5685.079102
	Iteration 1F: 3 clusters Score -1.22673e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -12268103.000000 Penalty: 5685.079102
	Iteration 2Q: 3 clusters Score -1.22681e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -12269024.000000 Penalty: 5685.079102
	Iteration 3Q: 3 clusters Score -1.226902e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -12270161.000000 Penalty: 5685.079102
	Iteration 4Q: 3 clusters Score -1.227016e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -12271452.000000 Penalty: 5685.079102
	Iteration 5Q: 3 clusters Score -1.227145e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
Score: -12273008.000000 Penalty: 5685.079102
	Iteration 6Q: 3 clusters Score -1.227301e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -12274947.000000 Penalty: 5685.079102
	Iteration 7Q: 3 clusters Score -1.227495e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -12277489.000000 Penalty: 5685.079102
	Iteration 8Q: 3 clusters Score -1.227749e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -12280458.000000 Penalty: 5685.079102
	Iteration 9F: 3 clusters Score -1.228046e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 51389 members 
Entering Unmasked Estep 
Score: -12283585.000000 Penalty: 5685.079102
	Iteration 10F: 3 clusters Score -1.228358e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
Score: -12286466.000000 Penalty: 5685.079102
	Iteration 11Q: 3 clusters Score -1.228647e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 54337 members 
Entering Unmasked Estep 
Score: -12288781.000000 Penalty: 5685.079102
	Iteration 12Q: 3 clusters Score -1.228878e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 56231 members 
Entering Unmasked Estep 
Score: -12290537.000000 Penalty: 5685.079102
	Iteration 13Q: 3 clusters Score -1.229054e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 58194 members 
Entering Unmasked Estep 
Score: -12291918.000000 Penalty: 5685.079102
	Iteration 14Q: 3 clusters Score -1.229192e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 60189 members 
Entering Unmasked Estep 
Score: -12293201.000000 Penalty: 5685.079102
	Iteration 15Q: 3 clusters Score -1.22932e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 62216 members 
Entering Unmasked Estep 
Score: -12294332.000000 Penalty: 5685.079102
	Iteration 16Q: 3 clusters Score -1.229433e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 64171 members 
Entering Unmasked Estep 
Score: -12295309.000000 Penalty: 5685.079102
	Iteration 17Q: 3 clusters Score -1.229531e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 66092 members 
Entering Unmasked Estep 
Score: -12296224.000000 Penalty: 5685.079102
	Iteration 18Q: 3 clusters Score -1.229622e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 67924 members 
Entering Unmasked Estep 
Score: -12296997.000000 Penalty: 5685.079102
	Iteration 19Q: 3 clusters Score -1.2297e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 69668 members 
Entering Unmasked Estep 
Score: -12297635.000000 Penalty: 5685.079102
	Iteration 20F: 3 clusters Score -1.229764e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 71292 members 
Entering Unmasked Estep 
Score: -12298214.000000 Penalty: 5685.079102
	Iteration 21Q: 3 clusters Score -1.229821e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 72863 members 
Entering Unmasked Estep 
Score: -12298743.000000 Penalty: 5685.079102
	Iteration 22Q: 3 clusters Score -1.229874e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 74368 members 
Entering Unmasked Estep 
Score: -12299259.000000 Penalty: 5685.079102
	Iteration 23Q: 3 clusters Score -1.229926e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 75765 members 
Entering Unmasked Estep 
Score: -12299733.000000 Penalty: 5685.079102
	Iteration 24Q: 3 clusters Score -1.229973e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 77031 members 
Entering Unmasked Estep 
Score: -12300124.000000 Penalty: 5685.079102
	Iteration 25Q: 3 clusters Score -1.230012e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 78233 members 
Entering Unmasked Estep 
Score: -12300436.000000 Penalty: 5685.079102
	Iteration 26Q: 3 clusters Score -1.230044e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 79350 members 
Entering Unmasked Estep 
Score: -12300722.000000 Penalty: 5685.079102
	Iteration 27Q: 3 clusters Score -1.230072e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 80407 members 
Entering Unmasked Estep 
Score: -12301054.000000 Penalty: 5685.079102
	Iteration 28Q: 3 clusters Score -1.230105e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 81350 members 
Entering Unmasked Estep 
Score: -12301251.000000 Penalty: 5685.079102
	Iteration 29Q: 3 clusters Score -1.230125e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 82185 members 
Entering Unmasked Estep 
Score: -12301507.000000 Penalty: 5685.079102
	Iteration 30Q: 3 clusters Score -1.230151e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 83005 members 
Entering Unmasked Estep 
Score: -12301686.000000 Penalty: 5685.079102
	Iteration 31Q: 3 clusters Score -1.230169e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 83771 members 
Entering Unmasked Estep 
Score: -12301869.000000 Penalty: 5685.079102
	Iteration 32Q: 3 clusters Score -1.230187e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 84423 members 
Entering Unmasked Estep 
Score: -12302011.000000 Penalty: 5685.079102
	Iteration 33Q: 3 clusters Score -1.230201e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 85019 members 
Entering Unmasked Estep 
Score: -12302165.000000 Penalty: 5685.079102
	Iteration 34Q: 3 clusters Score -1.230216e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 85508 members 
Entering Unmasked Estep 
Score: -12302218.000000 Penalty: 5685.079102
	Iteration 35Q: 3 clusters Score -1.230222e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 85948 members 
Entering Unmasked Estep 
Score: -12302321.000000 Penalty: 5685.079102
	Iteration 36Q: 3 clusters Score -1.230232e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 86369 members 
Entering Unmasked Estep 
Score: -12302435.000000 Penalty: 5685.079102
	Iteration 37Q: 3 clusters Score -1.230244e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 86753 members 
Entering Unmasked Estep 
Score: -12302558.000000 Penalty: 5685.079102
	Iteration 38Q: 3 clusters Score -1.230256e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 87120 members 
Entering Unmasked Estep 
Score: -12302650.000000 Penalty: 5685.079102
	Iteration 39Q: 3 clusters Score -1.230265e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 87451 members 
Entering Unmasked Estep 
Score: -12302745.000000 Penalty: 5685.079102
	Iteration 40F: 3 clusters Score -1.230274e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 87732 members 
Entering Unmasked Estep 
Score: -12302808.000000 Penalty: 5685.079102
	Iteration 41Q: 3 clusters Score -1.230281e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 87995 members 
Entering Unmasked Estep 
Score: -12302833.000000 Penalty: 5685.079102
	Iteration 42Q: 3 clusters Score -1.230283e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 88217 members 
Entering Unmasked Estep 
Score: -12302900.000000 Penalty: 5685.079102
	Iteration 43Q: 3 clusters Score -1.23029e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 88402 members 
Entering Unmasked Estep 
Score: -12302924.000000 Penalty: 5685.079102
	Iteration 44Q: 3 clusters Score -1.230292e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 88574 members 
Entering Unmasked Estep 
Score: -12302976.000000 Penalty: 5685.079102
	Iteration 45Q: 3 clusters Score -1.230298e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 88743 members 
Entering Unmasked Estep 
Score: -12302975.000000 Penalty: 5685.079102
	Iteration 46Q: 3 clusters Score -1.230298e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 88922 members 
Entering Unmasked Estep 
Score: -12303013.000000 Penalty: 5685.079102
	Iteration 47Q: 3 clusters Score -1.230301e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 89073 members 
Entering Unmasked Estep 
Score: -12303082.000000 Penalty: 5685.079102
	Iteration 48Q: 3 clusters Score -1.230308e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 89201 members 
Entering Unmasked Estep 
Score: -12303121.000000 Penalty: 5685.079102
	Iteration 49Q: 3 clusters Score -1.230312e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 89328 members 
Entering Unmasked Estep 
Score: -12303146.000000 Penalty: 5685.079102
	Iteration 50Q: 3 clusters Score -1.230315e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 89450 members 
Entering Unmasked Estep 
Score: -12303180.000000 Penalty: 5685.079102
	Iteration 51Q: 3 clusters Score -1.230318e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 89575 members 
Entering Unmasked Estep 
Score: -12303210.000000 Penalty: 5685.079102
	Iteration 52Q: 3 clusters Score -1.230321e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 89699 members 
Entering Unmasked Estep 
Score: -12303236.000000 Penalty: 5685.079102
	Iteration 53Q: 3 clusters Score -1.230324e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 89824 members 
Entering Unmasked Estep 
Score: -12303264.000000 Penalty: 5685.079102
	Iteration 54Q: 3 clusters Score -1.230326e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 89925 members 
Entering Unmasked Estep 
Score: -12303311.000000 Penalty: 5685.079102
	Iteration 55Q: 3 clusters Score -1.230331e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 90014 members 
Entering Unmasked Estep 
Score: -12303335.000000 Penalty: 5685.079102
	Iteration 56Q: 3 clusters Score -1.230334e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 90102 members 
Entering Unmasked Estep 
Score: -12303345.000000 Penalty: 5685.079102
	Iteration 57Q: 3 clusters Score -1.230334e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 90179 members 
Entering Unmasked Estep 
Score: -12303379.000000 Penalty: 5685.079102
	Iteration 58Q: 3 clusters Score -1.230338e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 90256 members 
Entering Unmasked Estep 
Score: -12303416.000000 Penalty: 5685.079102
	Iteration 59Q: 3 clusters Score -1.230342e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 90313 members 
Entering Unmasked Estep 
Score: -12303433.000000 Penalty: 5685.079102
	Iteration 60F: 3 clusters Score -1.230343e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 90375 members 
Entering Unmasked Estep 
Score: -12303422.000000 Penalty: 5685.079102
	Iteration 61Q: 3 clusters Score -1.230342e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 90426 members 
Entering Unmasked Estep 
Score: -12303421.000000 Penalty: 5685.079102
	Iteration 62Q: 3 clusters Score -1.230342e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 90473 members 
Entering Unmasked Estep 
Score: -12303435.000000 Penalty: 5685.079102
	Iteration 63Q: 3 clusters Score -1.230344e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 90508 members 
Entering Unmasked Estep 
Score: -12303443.000000 Penalty: 5685.079102
	Iteration 64Q: 3 clusters Score -1.230344e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 90533 members 
Entering Unmasked Estep 
Score: -12303463.000000 Penalty: 5685.079102
	Iteration 65Q: 3 clusters Score -1.230346e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 90546 members 
Entering Unmasked Estep 
Score: -12303491.000000 Penalty: 5685.079102
	Iteration 66Q: 3 clusters Score -1.230349e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 90563 members 
Entering Unmasked Estep 
Score: -12303481.000000 Penalty: 5685.079102
	Iteration 67Q: 3 clusters Score -1.230348e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 90584 members 
Entering Unmasked Estep 
Score: -12303491.000000 Penalty: 5685.079102
	Iteration 68Q: 3 clusters Score -1.230349e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 90604 members 
Entering Unmasked Estep 
Score: -12303487.000000 Penalty: 5685.079102
	Iteration 69Q: 3 clusters Score -1.230349e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 90629 members 
Entering Unmasked Estep 
Score: -12303496.000000 Penalty: 5685.079102
	Iteration 70Q: 3 clusters Score -1.23035e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 90645 members 
Entering Unmasked Estep 
Score: -12303490.000000 Penalty: 5685.079102
	Iteration 71Q: 3 clusters Score -1.230349e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 90656 members 
Entering Unmasked Estep 
Score: -12303490.000000 Penalty: 5685.079102
	Iteration 72Q: 3 clusters Score -1.230349e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 90678 members 
Entering Unmasked Estep 
Score: -12303484.000000 Penalty: 5685.079102
	Iteration 73Q: 3 clusters Score -1.230348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 90687 members 
Entering Unmasked Estep 
Score: -12303495.000000 Penalty: 5685.079102
	Iteration 74Q: 3 clusters Score -1.23035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 90691 members 
Entering Unmasked Estep 
Score: -12303484.000000 Penalty: 5685.079102
	Iteration 75Q: 3 clusters Score -1.230348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 90700 members 
Entering Unmasked Estep 
Score: -12303480.000000 Penalty: 5685.079102
	Iteration 76Q: 3 clusters Score -1.230348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 90711 members 
Entering Unmasked Estep 
Score: -12303488.000000 Penalty: 5685.079102
	Iteration 77Q: 3 clusters Score -1.230349e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 90724 members 
Entering Unmasked Estep 
Score: -12303500.000000 Penalty: 5685.079102
	Iteration 78Q: 3 clusters Score -1.23035e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 90737 members 
Entering Unmasked Estep 
Score: -12303506.000000 Penalty: 5685.079102
	Iteration 79Q: 3 clusters Score -1.230351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 90739 members 
Entering Unmasked Estep 
Score: -12303512.000000 Penalty: 5685.079102
	Iteration 80F: 3 clusters Score -1.230351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 90740 members 
Entering Unmasked Estep 
Score: -12303515.000000 Penalty: 5685.079102
	Iteration 81Q: 3 clusters Score -1.230352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 90742 members 
Entering Unmasked Estep 
Score: -12303516.000000 Penalty: 5685.079102
	Iteration 82Q: 3 clusters Score -1.230352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 90744 members 
Entering Unmasked Estep 
Score: -12303516.000000 Penalty: 5685.079102
	Iteration 83Q: 3 clusters Score -1.230352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 90741 members 
Entering Unmasked Estep 
Score: -12303512.000000 Penalty: 5685.079102
	Iteration 84Q: 3 clusters Score -1.230351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 90741 members 
Entering Unmasked Estep 
Score: -12303503.000000 Penalty: 5685.079102
	Iteration 85Q: 3 clusters Score -1.23035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 90740 members 
Entering Unmasked Estep 
Score: -12303516.000000 Penalty: 5685.079102
	Iteration 86Q: 3 clusters Score -1.230352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 90740 members 
Entering Unmasked Estep 
Score: -12303519.000000 Penalty: 5685.079102
	Iteration 87Q: 3 clusters Score -1.230352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 90739 members 
Entering Unmasked Estep 
Score: -12303525.000000 Penalty: 5685.079102
	Iteration 88Q: 3 clusters Score -1.230352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 90738 members 
Entering Unmasked Estep 
Score: -12303520.000000 Penalty: 5685.079102
	Iteration 89Q: 3 clusters Score -1.230352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 90738 members 
Entering Unmasked Estep 
Score: -12303520.000000 Penalty: 5685.079102
	Iteration 90F: 3 clusters Score -1.230352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (158305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158305 members 
Entering Unmasked Estep 
Score: -21121980.000000 Penalty: 2969.125000
	Iteration 0F: 2 clusters Score -2.112198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78864 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -21017156.000000 Penalty: 5938.250000
	Iteration 0F: 3 clusters Score -2.101716e+07 nChanged 75642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74976 members 
Mstep: Class 2 contains 83329 members 
Entering Unmasked Estep 
Score: -21061218.000000 Penalty: 5938.250000
	Iteration 1F: 3 clusters Score -2.106122e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72513 members 
Mstep: Class 2 contains 85792 members 
Entering Unmasked Estep 
Score: -21062176.000000 Penalty: 5938.250000
	Iteration 2Q: 3 clusters Score -2.106218e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68706 members 
Mstep: Class 2 contains 89599 members 
Entering Unmasked Estep 
Score: -21063808.000000 Penalty: 5938.250000
	Iteration 3Q: 3 clusters Score -2.106381e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62805 members 
Mstep: Class 2 contains 95500 members 
Entering Unmasked Estep 
Score: -21066374.000000 Penalty: 5938.250000
	Iteration 4Q: 3 clusters Score -2.106637e+07 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 104124 members 
Entering Unmasked Estep 
Score: -21070842.000000 Penalty: 5938.250000
	Iteration 5F: 3 clusters Score -2.107084e+07 nChanged 12105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 116201 members 
Entering Unmasked Estep 
Score: -21079528.000000 Penalty: 5938.250000
	Iteration 6F: 3 clusters Score -2.107953e+07 nChanged 14892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 131091 members 
Entering Unmasked Estep 
Score: -21092580.000000 Penalty: 5938.250000
	Iteration 7F: 3 clusters Score -2.109258e+07 nChanged 14039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 145130 members 
Entering Unmasked Estep 
Score: -21106648.000000 Penalty: 5938.250000
	Iteration 8F: 3 clusters Score -2.110665e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 153734 members 
Entering Unmasked Estep 
Score: -21115354.000000 Penalty: 5938.250000
	Iteration 9F: 3 clusters Score -2.111535e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 156993 members 
Entering Unmasked Estep 
Score: -21118452.000000 Penalty: 5938.250000
	Iteration 10Q: 3 clusters Score -2.111845e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 157769 members 
Entering Unmasked Estep 
Score: -21119096.000000 Penalty: 5938.250000
	Iteration 11Q: 3 clusters Score -2.11191e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 157940 members 
Entering Unmasked Estep 
Score: -21119340.000000 Penalty: 5938.250000
	Iteration 12Q: 3 clusters Score -2.111934e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 157994 members 
Entering Unmasked Estep 
Score: -21119456.000000 Penalty: 5938.250000
	Iteration 13Q: 3 clusters Score -2.111946e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 158014 members 
Entering Unmasked Estep 
Score: -21119486.000000 Penalty: 5938.250000
	Iteration 14Q: 3 clusters Score -2.111949e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 158019 members 
Entering Unmasked Estep 
Score: -21119536.000000 Penalty: 5938.250000
	Iteration 15Q: 3 clusters Score -2.111954e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 158022 members 
Entering Unmasked Estep 
Score: -21119562.000000 Penalty: 5938.250000
	Iteration 16Q: 3 clusters Score -2.111956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 158024 members 
Entering Unmasked Estep 
Score: -21119580.000000 Penalty: 5938.250000
	Iteration 17Q: 3 clusters Score -2.111958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 158018 members 
Entering Unmasked Estep 
Score: -21119576.000000 Penalty: 5938.250000
	Iteration 18Q: 3 clusters Score -2.111958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 158019 members 
Entering Unmasked Estep 
Score: -21119572.000000 Penalty: 5938.250000
	Iteration 19Q: 3 clusters Score -2.111957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 158019 members 
Entering Unmasked Estep 
Score: -21119578.000000 Penalty: 5938.250000
	Iteration 20F: 3 clusters Score -2.111958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 158016 members 
Entering Unmasked Estep 
Score: -21119596.000000 Penalty: 5938.250000
	Iteration 21Q: 3 clusters Score -2.11196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 158013 members 
Entering Unmasked Estep 
Score: -21119600.000000 Penalty: 5938.250000
	Iteration 22Q: 3 clusters Score -2.11196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 158012 members 
Entering Unmasked Estep 
Score: -21119628.000000 Penalty: 5938.250000
	Iteration 23Q: 3 clusters Score -2.111963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 158010 members 
Entering Unmasked Estep 
Score: -21119606.000000 Penalty: 5938.250000
	Iteration 24Q: 3 clusters Score -2.111961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 158010 members 
Entering Unmasked Estep 
Score: -21119644.000000 Penalty: 5938.250000
	Iteration 25Q: 3 clusters Score -2.111964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 158009 members 
Entering Unmasked Estep 
Score: -21119634.000000 Penalty: 5938.250000
	Iteration 26Q: 3 clusters Score -2.111963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 158008 members 
Entering Unmasked Estep 
Score: -21119630.000000 Penalty: 5938.250000
	Iteration 27Q: 3 clusters Score -2.111963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 158008 members 
Entering Unmasked Estep 
Score: -21119632.000000 Penalty: 5938.250000
	Iteration 28Q: 3 clusters Score -2.111963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 158007 members 
Entering Unmasked Estep 
Score: -21119632.000000 Penalty: 5938.250000
	Iteration 29Q: 3 clusters Score -2.111963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 158007 members 
Entering Unmasked Estep 
Score: -21119632.000000 Penalty: 5938.250000
	Iteration 30F: 3 clusters Score -2.111963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Entering Unmasked Estep 
Score: -636507.500000 Penalty: 2103.273926
	Iteration 0F: 2 clusters Score -636507.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -632045.062500 Penalty: 4206.547852
	Iteration 0F: 3 clusters Score -632045.1 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -633156.187500 Penalty: 4206.547852
	Iteration 1F: 3 clusters Score -633156.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -633355.812500 Penalty: 4206.547852
	Iteration 2F: 3 clusters Score -633355.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -633473.937500 Penalty: 4206.547852
	Iteration 3Q: 3 clusters Score -633473.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -633584.000000 Penalty: 4206.547852
	Iteration 4Q: 3 clusters Score -633584 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -633701.187500 Penalty: 4206.547852
	Iteration 5Q: 3 clusters Score -633701.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -633809.187500 Penalty: 4206.547852
	Iteration 6Q: 3 clusters Score -633809.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -633905.562500 Penalty: 4206.547852
	Iteration 7Q: 3 clusters Score -633905.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -634002.625000 Penalty: 4206.547852
	Iteration 8Q: 3 clusters Score -634002.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -634099.250000 Penalty: 4206.547852
	Iteration 9Q: 3 clusters Score -634099.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -634199.687500 Penalty: 4206.547852
	Iteration 10Q: 3 clusters Score -634199.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -634304.750000 Penalty: 4206.547852
	Iteration 11Q: 3 clusters Score -634304.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -634409.500000 Penalty: 4206.547852
	Iteration 12Q: 3 clusters Score -634409.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -634526.562500 Penalty: 4206.547852
	Iteration 13Q: 3 clusters Score -634526.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -634622.125000 Penalty: 4206.547852
	Iteration 14Q: 3 clusters Score -634622.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -634699.437500 Penalty: 4206.547852
	Iteration 15Q: 3 clusters Score -634699.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -634767.687500 Penalty: 4206.547852
	Iteration 16Q: 3 clusters Score -634767.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -634819.000000 Penalty: 4206.547852
	Iteration 17Q: 3 clusters Score -634819 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -634862.875000 Penalty: 4206.547852
	Iteration 18Q: 3 clusters Score -634862.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -634914.000000 Penalty: 4206.547852
	Iteration 19Q: 3 clusters Score -634914 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -634973.125000 Penalty: 4206.547852
	Iteration 20F: 3 clusters Score -634973.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -635009.062500 Penalty: 4206.547852
	Iteration 21Q: 3 clusters Score -635009.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -635033.187500 Penalty: 4206.547852
	Iteration 22Q: 3 clusters Score -635033.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -635051.062500 Penalty: 4206.547852
	Iteration 23Q: 3 clusters Score -635051.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -635064.750000 Penalty: 4206.547852
	Iteration 24Q: 3 clusters Score -635064.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -635079.812500 Penalty: 4206.547852
	Iteration 25Q: 3 clusters Score -635079.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -635095.562500 Penalty: 4206.547852
	Iteration 26Q: 3 clusters Score -635095.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -635106.750000 Penalty: 4206.547852
	Iteration 27Q: 3 clusters Score -635106.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -635112.500000 Penalty: 4206.547852
	Iteration 28Q: 3 clusters Score -635112.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -635115.000000 Penalty: 4206.547852
	Iteration 29Q: 3 clusters Score -635115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -635115.937500 Penalty: 4206.547852
	Iteration 30Q: 3 clusters Score -635115.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -635117.687500 Penalty: 4206.547852
	Iteration 31Q: 3 clusters Score -635117.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -635120.000000 Penalty: 4206.547852
	Iteration 32Q: 3 clusters Score -635120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -635120.250000 Penalty: 4206.547852
	Iteration 33Q: 3 clusters Score -635120.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -635120.687500 Penalty: 4206.547852
	Iteration 34Q: 3 clusters Score -635120.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -635123.125000 Penalty: 4206.547852
	Iteration 35Q: 3 clusters Score -635123.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -635124.062500 Penalty: 4206.547852
	Iteration 36Q: 3 clusters Score -635124.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -635125.250000 Penalty: 4206.547852
	Iteration 37Q: 3 clusters Score -635125.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -635130.625000 Penalty: 4206.547852
	Iteration 38Q: 3 clusters Score -635130.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -635134.687500 Penalty: 4206.547852
	Iteration 39Q: 3 clusters Score -635134.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -635136.312500 Penalty: 4206.547852
	Iteration 40F: 3 clusters Score -635136.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -635138.625000 Penalty: 4206.547852
	Iteration 41Q: 3 clusters Score -635138.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -635139.250000 Penalty: 4206.547852
	Iteration 42Q: 3 clusters Score -635139.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -635141.562500 Penalty: 4206.547852
	Iteration 43Q: 3 clusters Score -635141.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -635142.625000 Penalty: 4206.547852
	Iteration 44Q: 3 clusters Score -635142.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -635142.625000 Penalty: 4206.547852
	Iteration 45F: 3 clusters Score -635142.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Entering Unmasked Estep 
Score: -727195.750000 Penalty: 2136.351318
	Iteration 0F: 2 clusters Score -727195.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -722335.250000 Penalty: 4272.702637
	Iteration 0F: 3 clusters Score -722335.2 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -723580.625000 Penalty: 4272.702637
	Iteration 1F: 3 clusters Score -723580.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -723813.187500 Penalty: 4272.702637
	Iteration 2F: 3 clusters Score -723813.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -723946.500000 Penalty: 4272.702637
	Iteration 3Q: 3 clusters Score -723946.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -724055.000000 Penalty: 4272.702637
	Iteration 4Q: 3 clusters Score -724055 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -724149.562500 Penalty: 4272.702637
	Iteration 5Q: 3 clusters Score -724149.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -724227.375000 Penalty: 4272.702637
	Iteration 6Q: 3 clusters Score -724227.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -724291.750000 Penalty: 4272.702637
	Iteration 7Q: 3 clusters Score -724291.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -724347.062500 Penalty: 4272.702637
	Iteration 8Q: 3 clusters Score -724347.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -724407.125000 Penalty: 4272.702637
	Iteration 9Q: 3 clusters Score -724407.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -724460.375000 Penalty: 4272.702637
	Iteration 10Q: 3 clusters Score -724460.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -724500.562500 Penalty: 4272.702637
	Iteration 11Q: 3 clusters Score -724500.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -724541.500000 Penalty: 4272.702637
	Iteration 12Q: 3 clusters Score -724541.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -724576.250000 Penalty: 4272.702637
	Iteration 13Q: 3 clusters Score -724576.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -724615.500000 Penalty: 4272.702637
	Iteration 14Q: 3 clusters Score -724615.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -724649.687500 Penalty: 4272.702637
	Iteration 15Q: 3 clusters Score -724649.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -724679.187500 Penalty: 4272.702637
	Iteration 16Q: 3 clusters Score -724679.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -724710.562500 Penalty: 4272.702637
	Iteration 17Q: 3 clusters Score -724710.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -724740.000000 Penalty: 4272.702637
	Iteration 18Q: 3 clusters Score -724740 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -724771.125000 Penalty: 4272.702637
	Iteration 19Q: 3 clusters Score -724771.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -724805.312500 Penalty: 4272.702637
	Iteration 20F: 3 clusters Score -724805.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -724840.312500 Penalty: 4272.702637
	Iteration 21Q: 3 clusters Score -724840.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -724885.062500 Penalty: 4272.702637
	Iteration 22Q: 3 clusters Score -724885.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -724925.500000 Penalty: 4272.702637
	Iteration 23Q: 3 clusters Score -724925.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -724952.062500 Penalty: 4272.702637
	Iteration 24Q: 3 clusters Score -724952.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -724977.187500 Penalty: 4272.702637
	Iteration 25Q: 3 clusters Score -724977.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -725003.187500 Penalty: 4272.702637
	Iteration 26Q: 3 clusters Score -725003.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -725018.625000 Penalty: 4272.702637
	Iteration 27Q: 3 clusters Score -725018.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -725029.500000 Penalty: 4272.702637
	Iteration 28Q: 3 clusters Score -725029.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -725041.937500 Penalty: 4272.702637
	Iteration 29Q: 3 clusters Score -725041.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -725052.437500 Penalty: 4272.702637
	Iteration 30Q: 3 clusters Score -725052.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -725059.562500 Penalty: 4272.702637
	Iteration 31Q: 3 clusters Score -725059.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -725065.937500 Penalty: 4272.702637
	Iteration 32Q: 3 clusters Score -725065.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -725071.125000 Penalty: 4272.702637
	Iteration 33Q: 3 clusters Score -725071.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -725073.562500 Penalty: 4272.702637
	Iteration 34Q: 3 clusters Score -725073.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -725077.500000 Penalty: 4272.702637
	Iteration 35Q: 3 clusters Score -725077.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -725080.750000 Penalty: 4272.702637
	Iteration 36Q: 3 clusters Score -725080.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -725081.250000 Penalty: 4272.702637
	Iteration 37Q: 3 clusters Score -725081.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -725084.375000 Penalty: 4272.702637
	Iteration 38Q: 3 clusters Score -725084.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -725085.437500 Penalty: 4272.702637
	Iteration 39Q: 3 clusters Score -725085.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -725087.187500 Penalty: 4272.702637
	Iteration 40F: 3 clusters Score -725087.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -725088.812500 Penalty: 4272.702637
	Iteration 41Q: 3 clusters Score -725088.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -725088.625000 Penalty: 4272.702637
	Iteration 42Q: 3 clusters Score -725088.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -725090.625000 Penalty: 4272.702637
	Iteration 43Q: 3 clusters Score -725090.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -725093.375000 Penalty: 4272.702637
	Iteration 44Q: 3 clusters Score -725093.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -725096.000000 Penalty: 4272.702637
	Iteration 45Q: 3 clusters Score -725096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -725099.187500 Penalty: 4272.702637
	Iteration 46Q: 3 clusters Score -725099.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -725099.437500 Penalty: 4272.702637
	Iteration 47Q: 3 clusters Score -725099.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -725100.562500 Penalty: 4272.702637
	Iteration 48Q: 3 clusters Score -725100.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -725100.875000 Penalty: 4272.702637
	Iteration 49Q: 3 clusters Score -725100.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -725102.312500 Penalty: 4272.702637
	Iteration 50Q: 3 clusters Score -725102.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -725103.812500 Penalty: 4272.702637
	Iteration 51Q: 3 clusters Score -725103.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -725106.125000 Penalty: 4272.702637
	Iteration 52Q: 3 clusters Score -725106.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -725107.062500 Penalty: 4272.702637
	Iteration 53Q: 3 clusters Score -725107.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -725108.250000 Penalty: 4272.702637
	Iteration 54Q: 3 clusters Score -725108.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -725111.250000 Penalty: 4272.702637
	Iteration 55Q: 3 clusters Score -725111.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -725113.562500 Penalty: 4272.702637
	Iteration 56Q: 3 clusters Score -725113.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -725117.812500 Penalty: 4272.702637
	Iteration 57Q: 3 clusters Score -725117.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -725120.250000 Penalty: 4272.702637
	Iteration 58Q: 3 clusters Score -725120.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -725120.937500 Penalty: 4272.702637
	Iteration 59Q: 3 clusters Score -725120.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -725125.062500 Penalty: 4272.702637
	Iteration 60F: 3 clusters Score -725125.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -725128.750000 Penalty: 4272.702637
	Iteration 61Q: 3 clusters Score -725128.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -725130.625000 Penalty: 4272.702637
	Iteration 62Q: 3 clusters Score -725130.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -725132.687500 Penalty: 4272.702637
	Iteration 63Q: 3 clusters Score -725132.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -725135.562500 Penalty: 4272.702637
	Iteration 64Q: 3 clusters Score -725135.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -725138.062500 Penalty: 4272.702637
	Iteration 65Q: 3 clusters Score -725138.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -725140.062500 Penalty: 4272.702637
	Iteration 66Q: 3 clusters Score -725140.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -725140.625000 Penalty: 4272.702637
	Iteration 67Q: 3 clusters Score -725140.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -725143.250000 Penalty: 4272.702637
	Iteration 68Q: 3 clusters Score -725143.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -725146.062500 Penalty: 4272.702637
	Iteration 69Q: 3 clusters Score -725146.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -725150.937500 Penalty: 4272.702637
	Iteration 70Q: 3 clusters Score -725150.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -725155.125000 Penalty: 4272.702637
	Iteration 71Q: 3 clusters Score -725155.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -725158.500000 Penalty: 4272.702637
	Iteration 72Q: 3 clusters Score -725158.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -725163.437500 Penalty: 4272.702637
	Iteration 73Q: 3 clusters Score -725163.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -725168.062500 Penalty: 4272.702637
	Iteration 74Q: 3 clusters Score -725168.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -725169.062500 Penalty: 4272.702637
	Iteration 75Q: 3 clusters Score -725169.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -725173.812500 Penalty: 4272.702637
	Iteration 76Q: 3 clusters Score -725173.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -725177.562500 Penalty: 4272.702637
	Iteration 77Q: 3 clusters Score -725177.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -725182.125000 Penalty: 4272.702637
	Iteration 78Q: 3 clusters Score -725182.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -725187.750000 Penalty: 4272.702637
	Iteration 79Q: 3 clusters Score -725187.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -725192.062500 Penalty: 4272.702637
	Iteration 80F: 3 clusters Score -725192.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -725199.125000 Penalty: 4272.702637
	Iteration 81Q: 3 clusters Score -725199.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -725201.437500 Penalty: 4272.702637
	Iteration 82Q: 3 clusters Score -725201.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -725206.187500 Penalty: 4272.702637
	Iteration 83Q: 3 clusters Score -725206.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -725209.500000 Penalty: 4272.702637
	Iteration 84Q: 3 clusters Score -725209.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -725212.687500 Penalty: 4272.702637
	Iteration 85Q: 3 clusters Score -725212.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -725216.875000 Penalty: 4272.702637
	Iteration 86Q: 3 clusters Score -725216.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -725218.000000 Penalty: 4272.702637
	Iteration 87Q: 3 clusters Score -725218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -725219.625000 Penalty: 4272.702637
	Iteration 88Q: 3 clusters Score -725219.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -725221.750000 Penalty: 4272.702637
	Iteration 89Q: 3 clusters Score -725221.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -725221.875000 Penalty: 4272.702637
	Iteration 90Q: 3 clusters Score -725221.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -725222.562500 Penalty: 4272.702637
	Iteration 91Q: 3 clusters Score -725222.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -725221.437500 Penalty: 4272.702637
	Iteration 92Q: 3 clusters Score -725221.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -725221.750000 Penalty: 4272.702637
	Iteration 93Q: 3 clusters Score -725221.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -725222.187500 Penalty: 4272.702637
	Iteration 94Q: 3 clusters Score -725222.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -725222.187500 Penalty: 4272.702637
	Iteration 95F: 3 clusters Score -725222.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Entering Unmasked Estep 
Score: -387009.500000 Penalty: 1980.315796
	Iteration 0F: 2 clusters Score -387009.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -383856.468750 Penalty: 3960.631592
	Iteration 0F: 3 clusters Score -383856.5 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -384539.500000 Penalty: 3960.631592
	Iteration 1F: 3 clusters Score -384539.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -384845.250000 Penalty: 3960.631592
	Iteration 2F: 3 clusters Score -384845.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -385272.593750 Penalty: 3960.631592
	Iteration 3F: 3 clusters Score -385272.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -385552.343750 Penalty: 3960.631592
	Iteration 4F: 3 clusters Score -385552.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -385758.937500 Penalty: 3960.631592
	Iteration 5F: 3 clusters Score -385758.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -385900.093750 Penalty: 3960.631592
	Iteration 6Q: 3 clusters Score -385900.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -386034.437500 Penalty: 3960.631592
	Iteration 7Q: 3 clusters Score -386034.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -386187.125000 Penalty: 3960.631592
	Iteration 8Q: 3 clusters Score -386187.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -386286.562500 Penalty: 3960.631592
	Iteration 9Q: 3 clusters Score -386286.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -386359.656250 Penalty: 3960.631592
	Iteration 10Q: 3 clusters Score -386359.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -386410.812500 Penalty: 3960.631592
	Iteration 11Q: 3 clusters Score -386410.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -386455.281250 Penalty: 3960.631592
	Iteration 12Q: 3 clusters Score -386455.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -386487.937500 Penalty: 3960.631592
	Iteration 13Q: 3 clusters Score -386487.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -386503.406250 Penalty: 3960.631592
	Iteration 14Q: 3 clusters Score -386503.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -386515.750000 Penalty: 3960.631592
	Iteration 15Q: 3 clusters Score -386515.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -386527.437500 Penalty: 3960.631592
	Iteration 16Q: 3 clusters Score -386527.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -386529.906250 Penalty: 3960.631592
	Iteration 17Q: 3 clusters Score -386529.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -386529.906250 Penalty: 3960.631592
	Iteration 18F: 3 clusters Score -386529.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Entering Unmasked Estep 
Score: -87050.070312 Penalty: 1631.998413
	Iteration 0F: 2 clusters Score -87050.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -85349.992188 Penalty: 3263.996826
	Iteration 0F: 3 clusters Score -85349.99 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -85834.015625 Penalty: 3263.996826
	Iteration 1F: 3 clusters Score -85834.02 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -86351.257812 Penalty: 3263.996826
	Iteration 2F: 3 clusters Score -86351.26 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -86572.398438 Penalty: 3263.996826
	Iteration 3F: 3 clusters Score -86572.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -86740.445312 Penalty: 3263.996826
	Iteration 4F: 3 clusters Score -86740.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -86820.140625 Penalty: 3263.996826
	Iteration 5Q: 3 clusters Score -86820.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -86866.960938 Penalty: 3263.996826
	Iteration 6Q: 3 clusters Score -86866.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -86912.945312 Penalty: 3263.996826
	Iteration 7Q: 3 clusters Score -86912.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -86958.906250 Penalty: 3263.996826
	Iteration 8Q: 3 clusters Score -86958.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -86984.921875 Penalty: 3263.996826
	Iteration 9Q: 3 clusters Score -86984.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -86988.929688 Penalty: 3263.996826
	Iteration 10Q: 3 clusters Score -86988.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -86988.929688 Penalty: 3263.996826
	Iteration 11F: 3 clusters Score -86988.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (174129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174129 members 
Entering Unmasked Estep 
Score: -23241950.000000 Penalty: 2992.752686
	Iteration 0F: 2 clusters Score -2.324195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87365 members 
Mstep: Class 2 contains 86764 members 
Entering Unmasked Estep 
Score: -23128212.000000 Penalty: 5985.505371
	Iteration 0F: 3 clusters Score -2.312821e+07 nChanged 83550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91401 members 
Mstep: Class 2 contains 82728 members 
Entering Unmasked Estep 
Score: -23176482.000000 Penalty: 5985.505371
	Iteration 1F: 3 clusters Score -2.317648e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94246 members 
Mstep: Class 2 contains 79883 members 
Entering Unmasked Estep 
Score: -23177378.000000 Penalty: 5985.505371
	Iteration 2Q: 3 clusters Score -2.317738e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98815 members 
Mstep: Class 2 contains 75314 members 
Entering Unmasked Estep 
Score: -23179182.000000 Penalty: 5985.505371
	Iteration 3Q: 3 clusters Score -2.317918e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106005 members 
Mstep: Class 2 contains 68124 members 
Entering Unmasked Estep 
Score: -23182514.000000 Penalty: 5985.505371
	Iteration 4Q: 3 clusters Score -2.318251e+07 nChanged 11213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116950 members 
Mstep: Class 2 contains 57179 members 
Entering Unmasked Estep 
Score: -23189216.000000 Penalty: 5985.505371
	Iteration 5F: 3 clusters Score -2.318922e+07 nChanged 14706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131502 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -23201046.000000 Penalty: 5985.505371
	Iteration 6F: 3 clusters Score -2.320105e+07 nChanged 16309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147711 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -23216722.000000 Penalty: 5985.505371
	Iteration 7F: 3 clusters Score -2.321672e+07 nChanged 13358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160995 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -23229704.000000 Penalty: 5985.505371
	Iteration 8F: 3 clusters Score -2.32297e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168922 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -23236396.000000 Penalty: 5985.505371
	Iteration 9Q: 3 clusters Score -2.32364e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172141 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -23238470.000000 Penalty: 5985.505371
	Iteration 10Q: 3 clusters Score -2.323847e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173159 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -23239016.000000 Penalty: 5985.505371
	Iteration 11Q: 3 clusters Score -2.323902e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173485 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -23239210.000000 Penalty: 5985.505371
	Iteration 12Q: 3 clusters Score -2.323921e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173622 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -23239322.000000 Penalty: 5985.505371
	Iteration 13Q: 3 clusters Score -2.323932e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173678 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -23239368.000000 Penalty: 5985.505371
	Iteration 14Q: 3 clusters Score -2.323937e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173712 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -23239410.000000 Penalty: 5985.505371
	Iteration 15Q: 3 clusters Score -2.323941e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173728 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -23239450.000000 Penalty: 5985.505371
	Iteration 16Q: 3 clusters Score -2.323945e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173740 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -23239450.000000 Penalty: 5985.505371
	Iteration 17Q: 3 clusters Score -2.323945e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173748 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -23239456.000000 Penalty: 5985.505371
	Iteration 18Q: 3 clusters Score -2.323946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173752 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -23239464.000000 Penalty: 5985.505371
	Iteration 19Q: 3 clusters Score -2.323946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173754 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -23239458.000000 Penalty: 5985.505371
	Iteration 20F: 3 clusters Score -2.323946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173756 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -23239454.000000 Penalty: 5985.505371
	Iteration 21Q: 3 clusters Score -2.323945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173757 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -23239454.000000 Penalty: 5985.505371
	Iteration 22Q: 3 clusters Score -2.323945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173757 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -23239454.000000 Penalty: 5985.505371
	Iteration 23F: 3 clusters Score -2.323945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -48214.523438 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -48214.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46839.144531 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -46839.14 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47046.156250 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -47046.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47302.789062 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -47302.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47433.792969 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -47433.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47552.058594 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -47552.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47651.230469 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -47651.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47700.468750 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -47700.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47727.339844 Penalty: 2974.240234
	Iteration 7Q: 3 clusters Score -47727.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47738.277344 Penalty: 2974.240234
	Iteration 8Q: 3 clusters Score -47738.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -47757.636719 Penalty: 2974.240234
	Iteration 9Q: 3 clusters Score -47757.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -47764.320312 Penalty: 2974.240234
	Iteration 10Q: 3 clusters Score -47764.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47778.941406 Penalty: 2974.240234
	Iteration 11Q: 3 clusters Score -47778.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47778.941406 Penalty: 2974.240234
	Iteration 12F: 3 clusters Score -47778.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -77982.890625 Penalty: 1598.144531
	Iteration 0F: 2 clusters Score -77982.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76306.210938 Penalty: 3196.289062
	Iteration 0F: 3 clusters Score -76306.21 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76535.890625 Penalty: 3196.289062
	Iteration 1F: 3 clusters Score -76535.89 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -76623.781250 Penalty: 3196.289062
	Iteration 2F: 3 clusters Score -76623.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -76656.882812 Penalty: 3196.289062
	Iteration 3Q: 3 clusters Score -76656.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -76660.460938 Penalty: 3196.289062
	Iteration 4Q: 3 clusters Score -76660.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -76664.789062 Penalty: 3196.289062
	Iteration 5Q: 3 clusters Score -76664.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76669.242188 Penalty: 3196.289062
	Iteration 6Q: 3 clusters Score -76669.24 nChanged 1
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: -76672.296875 Penalty: 3196.289062
	Iteration 7Q: 3 clusters Score -76672.3 nChanged 2
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: -76673.718750 Penalty: 3196.289062
	Iteration 8Q: 3 clusters Score -76673.72 nChanged 0
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: -76673.718750 Penalty: 3196.289062
	Iteration 9F: 3 clusters Score -76673.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (161179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161179 members 
Entering Unmasked Estep 
Score: -21376908.000000 Penalty: 2973.587158
	Iteration 0F: 2 clusters Score -2.137691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80546 members 
Mstep: Class 2 contains 80633 members 
Entering Unmasked Estep 
Score: -21271346.000000 Penalty: 5947.174316
	Iteration 0F: 3 clusters Score -2.127135e+07 nChanged 77087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79577 members 
Mstep: Class 2 contains 81602 members 
Entering Unmasked Estep 
Score: -21315140.000000 Penalty: 5947.174316
	Iteration 1F: 3 clusters Score -2.131514e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79030 members 
Mstep: Class 2 contains 82149 members 
Entering Unmasked Estep 
Score: -21315620.000000 Penalty: 5947.174316
	Iteration 2Q: 3 clusters Score -2.131562e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78240 members 
Mstep: Class 2 contains 82939 members 
Entering Unmasked Estep 
Score: -21316436.000000 Penalty: 5947.174316
	Iteration 3Q: 3 clusters Score -2.131644e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 84074 members 
Entering Unmasked Estep 
Score: -21316976.000000 Penalty: 5947.174316
	Iteration 4Q: 3 clusters Score -2.131698e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75377 members 
Mstep: Class 2 contains 85802 members 
Entering Unmasked Estep 
Score: -21317646.000000 Penalty: 5947.174316
	Iteration 5Q: 3 clusters Score -2.131765e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72602 members 
Mstep: Class 2 contains 88577 members 
Entering Unmasked Estep 
Score: -21318626.000000 Penalty: 5947.174316
	Iteration 6Q: 3 clusters Score -2.131863e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 92811 members 
Entering Unmasked Estep 
Score: -21319966.000000 Penalty: 5947.174316
	Iteration 7Q: 3 clusters Score -2.131997e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 99039 members 
Entering Unmasked Estep 
Score: -21322844.000000 Penalty: 5947.174316
	Iteration 8Q: 3 clusters Score -2.132284e+07 nChanged 9167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53295 members 
Mstep: Class 2 contains 107884 members 
Entering Unmasked Estep 
Score: -21328020.000000 Penalty: 5947.174316
	Iteration 9F: 3 clusters Score -2.132802e+07 nChanged 11795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 119577 members 
Entering Unmasked Estep 
Score: -21336270.000000 Penalty: 5947.174316
	Iteration 10F: 3 clusters Score -2.133627e+07 nChanged 13614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 133175 members 
Entering Unmasked Estep 
Score: -21348518.000000 Penalty: 5947.174316
	Iteration 11F: 3 clusters Score -2.134852e+07 nChanged 12861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 146028 members 
Entering Unmasked Estep 
Score: -21361272.000000 Penalty: 5947.174316
	Iteration 12F: 3 clusters Score -2.136127e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 155069 members 
Entering Unmasked Estep 
Score: -21370244.000000 Penalty: 5947.174316
	Iteration 13F: 3 clusters Score -2.137024e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 159307 members 
Entering Unmasked Estep 
Score: -21373506.000000 Penalty: 5947.174316
	Iteration 14Q: 3 clusters Score -2.137351e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 160544 members 
Entering Unmasked Estep 
Score: -21374136.000000 Penalty: 5947.174316
	Iteration 15Q: 3 clusters Score -2.137414e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 160842 members 
Entering Unmasked Estep 
Score: -21374278.000000 Penalty: 5947.174316
	Iteration 16Q: 3 clusters Score -2.137428e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 160907 members 
Entering Unmasked Estep 
Score: -21374350.000000 Penalty: 5947.174316
	Iteration 17Q: 3 clusters Score -2.137435e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 160942 members 
Entering Unmasked Estep 
Score: -21374362.000000 Penalty: 5947.174316
	Iteration 18Q: 3 clusters Score -2.137436e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 160956 members 
Entering Unmasked Estep 
Score: -21374368.000000 Penalty: 5947.174316
	Iteration 19Q: 3 clusters Score -2.137437e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 160962 members 
Entering Unmasked Estep 
Score: -21374404.000000 Penalty: 5947.174316
	Iteration 20F: 3 clusters Score -2.13744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 160969 members 
Entering Unmasked Estep 
Score: -21374418.000000 Penalty: 5947.174316
	Iteration 21Q: 3 clusters Score -2.137442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 160970 members 
Entering Unmasked Estep 
Score: -21374424.000000 Penalty: 5947.174316
	Iteration 22Q: 3 clusters Score -2.137442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 160971 members 
Entering Unmasked Estep 
Score: -21374434.000000 Penalty: 5947.174316
	Iteration 23Q: 3 clusters Score -2.137443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 160972 members 
Entering Unmasked Estep 
Score: -21374442.000000 Penalty: 5947.174316
	Iteration 24Q: 3 clusters Score -2.137444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 160974 members 
Entering Unmasked Estep 
Score: -21374446.000000 Penalty: 5947.174316
	Iteration 25Q: 3 clusters Score -2.137445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 160975 members 
Entering Unmasked Estep 
Score: -21374446.000000 Penalty: 5947.174316
	Iteration 26Q: 3 clusters Score -2.137445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 160975 members 
Entering Unmasked Estep 
Score: -21374450.000000 Penalty: 5947.174316
	Iteration 27Q: 3 clusters Score -2.137445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 160977 members 
Entering Unmasked Estep 
Score: -21374468.000000 Penalty: 5947.174316
	Iteration 28Q: 3 clusters Score -2.137447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 160979 members 
Entering Unmasked Estep 
Score: -21374460.000000 Penalty: 5947.174316
	Iteration 29Q: 3 clusters Score -2.137446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 160978 members 
Entering Unmasked Estep 
Score: -21374468.000000 Penalty: 5947.174316
	Iteration 30Q: 3 clusters Score -2.137447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 160977 members 
Entering Unmasked Estep 
Score: -21374464.000000 Penalty: 5947.174316
	Iteration 31Q: 3 clusters Score -2.137446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 160977 members 
Entering Unmasked Estep 
Score: -21374464.000000 Penalty: 5947.174316
	Iteration 32F: 3 clusters Score -2.137446e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Entering Unmasked Estep 
Score: -500469.000000 Penalty: 2043.746338
	Iteration 0F: 2 clusters Score -500469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -496727.687500 Penalty: 4087.492676
	Iteration 0F: 3 clusters Score -496727.7 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -497519.875000 Penalty: 4087.492676
	Iteration 1F: 3 clusters Score -497519.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -497661.781250 Penalty: 4087.492676
	Iteration 2F: 3 clusters Score -497661.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -497762.375000 Penalty: 4087.492676
	Iteration 3Q: 3 clusters Score -497762.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -497837.156250 Penalty: 4087.492676
	Iteration 4Q: 3 clusters Score -497837.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -497888.406250 Penalty: 4087.492676
	Iteration 5Q: 3 clusters Score -497888.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -497923.750000 Penalty: 4087.492676
	Iteration 6Q: 3 clusters Score -497923.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -497952.468750 Penalty: 4087.492676
	Iteration 7Q: 3 clusters Score -497952.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -497983.187500 Penalty: 4087.492676
	Iteration 8Q: 3 clusters Score -497983.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -498010.093750 Penalty: 4087.492676
	Iteration 9Q: 3 clusters Score -498010.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -498036.781250 Penalty: 4087.492676
	Iteration 10Q: 3 clusters Score -498036.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -498065.625000 Penalty: 4087.492676
	Iteration 11Q: 3 clusters Score -498065.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -498102.718750 Penalty: 4087.492676
	Iteration 12Q: 3 clusters Score -498102.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -498137.437500 Penalty: 4087.492676
	Iteration 13Q: 3 clusters Score -498137.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -498174.593750 Penalty: 4087.492676
	Iteration 14Q: 3 clusters Score -498174.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -498204.562500 Penalty: 4087.492676
	Iteration 15Q: 3 clusters Score -498204.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -498230.750000 Penalty: 4087.492676
	Iteration 16Q: 3 clusters Score -498230.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -498248.656250 Penalty: 4087.492676
	Iteration 17Q: 3 clusters Score -498248.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -498268.093750 Penalty: 4087.492676
	Iteration 18Q: 3 clusters Score -498268.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -498289.000000 Penalty: 4087.492676
	Iteration 19Q: 3 clusters Score -498289 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -498308.312500 Penalty: 4087.492676
	Iteration 20F: 3 clusters Score -498308.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -498322.250000 Penalty: 4087.492676
	Iteration 21Q: 3 clusters Score -498322.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -498329.000000 Penalty: 4087.492676
	Iteration 22Q: 3 clusters Score -498329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -498336.406250 Penalty: 4087.492676
	Iteration 23Q: 3 clusters Score -498336.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -498340.281250 Penalty: 4087.492676
	Iteration 24Q: 3 clusters Score -498340.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -498342.218750 Penalty: 4087.492676
	Iteration 25Q: 3 clusters Score -498342.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -498344.031250 Penalty: 4087.492676
	Iteration 26Q: 3 clusters Score -498344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -498344.468750 Penalty: 4087.492676
	Iteration 27Q: 3 clusters Score -498344.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -498345.343750 Penalty: 4087.492676
	Iteration 28Q: 3 clusters Score -498345.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -498345.125000 Penalty: 4087.492676
	Iteration 29Q: 3 clusters Score -498345.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -498348.000000 Penalty: 4087.492676
	Iteration 30Q: 3 clusters Score -498348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -498348.843750 Penalty: 4087.492676
	Iteration 31Q: 3 clusters Score -498348.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -498349.125000 Penalty: 4087.492676
	Iteration 32Q: 3 clusters Score -498349.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -498350.156250 Penalty: 4087.492676
	Iteration 33Q: 3 clusters Score -498350.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -498351.625000 Penalty: 4087.492676
	Iteration 34Q: 3 clusters Score -498351.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -498350.875000 Penalty: 4087.492676
	Iteration 35Q: 3 clusters Score -498350.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -498351.343750 Penalty: 4087.492676
	Iteration 36Q: 3 clusters Score -498351.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -498352.625000 Penalty: 4087.492676
	Iteration 37Q: 3 clusters Score -498352.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -498353.312500 Penalty: 4087.492676
	Iteration 38Q: 3 clusters Score -498353.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -498354.062500 Penalty: 4087.492676
	Iteration 39Q: 3 clusters Score -498354.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -498354.750000 Penalty: 4087.492676
	Iteration 40F: 3 clusters Score -498354.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -498358.281250 Penalty: 4087.492676
	Iteration 41Q: 3 clusters Score -498358.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -498358.218750 Penalty: 4087.492676
	Iteration 42Q: 3 clusters Score -498358.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -498358.218750 Penalty: 4087.492676
	Iteration 43F: 3 clusters Score -498358.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (158005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158005 members 
Entering Unmasked Estep 
Score: -20979686.000000 Penalty: 2968.654785
	Iteration 0F: 2 clusters Score -2.097969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79129 members 
Mstep: Class 2 contains 78876 members 
Entering Unmasked Estep 
Score: -20875778.000000 Penalty: 5937.309570
	Iteration 0F: 3 clusters Score -2.087578e+07 nChanged 75686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81945 members 
Mstep: Class 2 contains 76060 members 
Entering Unmasked Estep 
Score: -20920028.000000 Penalty: 5937.309570
	Iteration 1F: 3 clusters Score -2.092003e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83767 members 
Mstep: Class 2 contains 74238 members 
Entering Unmasked Estep 
Score: -20921300.000000 Penalty: 5937.309570
	Iteration 2Q: 3 clusters Score -2.09213e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86528 members 
Mstep: Class 2 contains 71477 members 
Entering Unmasked Estep 
Score: -20922926.000000 Penalty: 5937.309570
	Iteration 3Q: 3 clusters Score -2.092293e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90579 members 
Mstep: Class 2 contains 67426 members 
Entering Unmasked Estep 
Score: -20925048.000000 Penalty: 5937.309570
	Iteration 4Q: 3 clusters Score -2.092505e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96179 members 
Mstep: Class 2 contains 61826 members 
Entering Unmasked Estep 
Score: -20928414.000000 Penalty: 5937.309570
	Iteration 5Q: 3 clusters Score -2.092841e+07 nChanged 8646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103609 members 
Mstep: Class 2 contains 54396 members 
Entering Unmasked Estep 
Score: -20932830.000000 Penalty: 5937.309570
	Iteration 6F: 3 clusters Score -2.093283e+07 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112916 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -20939234.000000 Penalty: 5937.309570
	Iteration 7F: 3 clusters Score -2.093923e+07 nChanged 10891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123517 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -20947428.000000 Penalty: 5937.309570
	Iteration 8F: 3 clusters Score -2.094743e+07 nChanged 10858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134263 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -20956598.000000 Penalty: 5937.309570
	Iteration 9F: 3 clusters Score -2.09566e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143385 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -20965074.000000 Penalty: 5937.309570
	Iteration 10F: 3 clusters Score -2.096507e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149948 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -20971174.000000 Penalty: 5937.309570
	Iteration 11Q: 3 clusters Score -2.097117e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154146 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -20974682.000000 Penalty: 5937.309570
	Iteration 12Q: 3 clusters Score -2.097468e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156279 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -20976240.000000 Penalty: 5937.309570
	Iteration 13Q: 3 clusters Score -2.097624e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157164 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -20976782.000000 Penalty: 5937.309570
	Iteration 14Q: 3 clusters Score -2.097678e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157489 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -20977000.000000 Penalty: 5937.309570
	Iteration 15Q: 3 clusters Score -2.0977e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157620 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -20977066.000000 Penalty: 5937.309570
	Iteration 16Q: 3 clusters Score -2.097707e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157681 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -20977114.000000 Penalty: 5937.309570
	Iteration 17Q: 3 clusters Score -2.097711e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157705 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -20977110.000000 Penalty: 5937.309570
	Iteration 18Q: 3 clusters Score -2.097711e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157727 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -20977150.000000 Penalty: 5937.309570
	Iteration 19Q: 3 clusters Score -2.097715e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157731 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -20977186.000000 Penalty: 5937.309570
	Iteration 20F: 3 clusters Score -2.097719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157738 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -20977180.000000 Penalty: 5937.309570
	Iteration 21Q: 3 clusters Score -2.097718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157744 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -20977184.000000 Penalty: 5937.309570
	Iteration 22Q: 3 clusters Score -2.097718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157747 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -20977200.000000 Penalty: 5937.309570
	Iteration 23Q: 3 clusters Score -2.09772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157751 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -20977212.000000 Penalty: 5937.309570
	Iteration 24Q: 3 clusters Score -2.097721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157757 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20977212.000000 Penalty: 5937.309570
	Iteration 25Q: 3 clusters Score -2.097721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157756 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -20977214.000000 Penalty: 5937.309570
	Iteration 26Q: 3 clusters Score -2.097721e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157756 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -20977214.000000 Penalty: 5937.309570
	Iteration 27F: 3 clusters Score -2.097721e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -46941.703125 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -46941.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45527.214844 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -45527.21 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45665.945312 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -45665.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45689.433594 Penalty: 2947.628662
	Iteration 2Q: 3 clusters Score -45689.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45700.941406 Penalty: 2947.628662
	Iteration 3Q: 3 clusters Score -45700.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -45706.667969 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -45706.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45710.023438 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -45710.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45714.605469 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -45714.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45714.605469 Penalty: 2947.628662
	Iteration 7F: 3 clusters Score -45714.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88762 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30791 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89566 members 
Mstep: Class 6 contains 70772 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163739 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159581 members 
Mstep: Class 12 contains 95021 members 
Mstep: Class 13 contains 158305 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5510 members 
Mstep: Class 16 contains 2937 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174129 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161179 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 158005 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439680.000000 Penalty: 84149.148438
Iteration 479Q: 25 clusters Score -1.804397e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88763 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30808 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89552 members 
Mstep: Class 6 contains 70771 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163742 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159563 members 
Mstep: Class 12 contains 95024 members 
Mstep: Class 13 contains 158307 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5510 members 
Mstep: Class 16 contains 2937 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174116 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161189 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 158014 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439856.000000 Penalty: 84149.148438
Iteration 480F: 25 clusters Score -1.804399e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88768 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30824 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89542 members 
Mstep: Class 6 contains 70770 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163744 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159556 members 
Mstep: Class 12 contains 95026 members 
Mstep: Class 13 contains 158317 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5510 members 
Mstep: Class 16 contains 2937 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174098 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161188 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 158015 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439856.000000 Penalty: 84149.148438
Iteration 481Q: 25 clusters Score -1.804399e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88768 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30847 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89537 members 
Mstep: Class 6 contains 70773 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163744 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159540 members 
Mstep: Class 12 contains 95024 members 
Mstep: Class 13 contains 158331 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5510 members 
Mstep: Class 16 contains 2937 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174083 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161190 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 158012 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439920.000000 Penalty: 84149.148438
Iteration 482Q: 25 clusters Score -1.804399e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88768 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30864 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89523 members 
Mstep: Class 6 contains 70771 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163739 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159545 members 
Mstep: Class 12 contains 95021 members 
Mstep: Class 13 contains 158347 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5510 members 
Mstep: Class 16 contains 2937 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174071 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161191 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 158009 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439984.000000 Penalty: 84149.148438
Iteration 483Q: 25 clusters Score -1.8044e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88771 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30884 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89518 members 
Mstep: Class 6 contains 70767 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163738 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159544 members 
Mstep: Class 12 contains 95016 members 
Mstep: Class 13 contains 158350 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5510 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174064 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161188 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 158010 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440000.000000 Penalty: 84149.148438
Iteration 484Q: 25 clusters Score -1.8044e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88774 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30900 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89506 members 
Mstep: Class 6 contains 70763 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163735 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159541 members 
Mstep: Class 12 contains 95018 members 
Mstep: Class 13 contains 158359 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5510 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174048 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161192 members 
Mstep: Class 22 contains 3794 members 
Mstep: Class 23 contains 158014 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440144.000000 Penalty: 84149.148438
Iteration 485Q: 25 clusters Score -1.804401e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88771 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30919 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89495 members 
Mstep: Class 6 contains 70763 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163733 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159541 members 
Mstep: Class 12 contains 95018 members 
Mstep: Class 13 contains 158363 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5510 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174035 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161195 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 158018 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440032.000000 Penalty: 84149.148438
Iteration 486Q: 25 clusters Score -1.8044e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88775 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30919 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89485 members 
Mstep: Class 6 contains 70766 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163739 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159542 members 
Mstep: Class 12 contains 95017 members 
Mstep: Class 13 contains 158365 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5510 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174020 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161198 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 158025 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440160.000000 Penalty: 84149.148438
Iteration 487Q: 25 clusters Score -1.804402e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88775 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30921 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89483 members 
Mstep: Class 6 contains 70763 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163742 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159540 members 
Mstep: Class 12 contains 95019 members 
Mstep: Class 13 contains 158366 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5511 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 174005 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161202 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 158034 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439904.000000 Penalty: 84149.148438
Iteration 488Q: 25 clusters Score -1.804399e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88783 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30917 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89467 members 
Mstep: Class 6 contains 70760 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163748 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159535 members 
Mstep: Class 12 contains 95019 members 
Mstep: Class 13 contains 158373 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5513 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 173994 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161207 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 158045 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439952.000000 Penalty: 84149.148438
Iteration 489Q: 25 clusters Score -1.8044e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88787 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30916 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89465 members 
Mstep: Class 6 contains 70759 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163758 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159530 members 
Mstep: Class 12 contains 95019 members 
Mstep: Class 13 contains 158384 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5514 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 173975 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161209 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 158045 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440000.000000 Penalty: 84149.148438
Iteration 490Q: 25 clusters Score -1.8044e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88790 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30923 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89455 members 
Mstep: Class 6 contains 70759 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163765 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159537 members 
Mstep: Class 12 contains 95020 members 
Mstep: Class 13 contains 158381 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5515 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 173958 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161204 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 158054 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439920.000000 Penalty: 84149.148438
Iteration 491Q: 25 clusters Score -1.804399e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88793 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30924 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89452 members 
Mstep: Class 6 contains 70761 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163772 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159537 members 
Mstep: Class 12 contains 95023 members 
Mstep: Class 13 contains 158378 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5517 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 173940 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161201 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 158063 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440016.000000 Penalty: 84149.148438
Iteration 492Q: 25 clusters Score -1.8044e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88796 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30923 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89452 members 
Mstep: Class 6 contains 70758 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163780 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159543 members 
Mstep: Class 12 contains 95026 members 
Mstep: Class 13 contains 158375 members 
Mstep: Class 14 contains 4821 members 
Mstep: Class 15 contains 5521 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 173922 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161191 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 158075 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440000.000000 Penalty: 84149.148438
Iteration 493Q: 25 clusters Score -1.8044e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88798 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30931 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89444 members 
Mstep: Class 6 contains 70758 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163777 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159549 members 
Mstep: Class 12 contains 95026 members 
Mstep: Class 13 contains 158382 members 
Mstep: Class 14 contains 4824 members 
Mstep: Class 15 contains 5527 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 173908 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161183 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 158076 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440048.000000 Penalty: 84149.148438
Iteration 494Q: 25 clusters Score -1.8044e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88802 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30940 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89440 members 
Mstep: Class 6 contains 70759 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163778 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159559 members 
Mstep: Class 12 contains 95022 members 
Mstep: Class 13 contains 158379 members 
Mstep: Class 14 contains 4828 members 
Mstep: Class 15 contains 5533 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 173894 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161174 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 158075 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440240.000000 Penalty: 84149.148438
Iteration 495Q: 25 clusters Score -1.804402e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88800 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30951 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89440 members 
Mstep: Class 6 contains 70762 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163778 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159564 members 
Mstep: Class 12 contains 95024 members 
Mstep: Class 13 contains 158374 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 5536 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 173875 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161174 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 158075 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440048.000000 Penalty: 84149.148438
Iteration 496Q: 25 clusters Score -1.8044e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88803 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30960 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89436 members 
Mstep: Class 6 contains 70762 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163772 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159571 members 
Mstep: Class 12 contains 95026 members 
Mstep: Class 13 contains 158379 members 
Mstep: Class 14 contains 4831 members 
Mstep: Class 15 contains 5536 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 173849 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161175 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 158083 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439968.000000 Penalty: 84149.148438
Iteration 497Q: 25 clusters Score -1.8044e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88803 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 30967 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89439 members 
Mstep: Class 6 contains 70760 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163776 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159581 members 
Mstep: Class 12 contains 95025 members 
Mstep: Class 13 contains 158372 members 
Mstep: Class 14 contains 4831 members 
Mstep: Class 15 contains 5536 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 173832 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161181 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 158080 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440128.000000 Penalty: 84149.148438
Iteration 498Q: 25 clusters Score -1.804401e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88806 members 
Mstep: Class 2 contains 7124 members 
Mstep: Class 3 contains 30969 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89432 members 
Mstep: Class 6 contains 70758 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163789 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159575 members 
Mstep: Class 12 contains 95023 members 
Mstep: Class 13 contains 158367 members 
Mstep: Class 14 contains 4831 members 
Mstep: Class 15 contains 5537 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 173815 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161193 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 158089 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440128.000000 Penalty: 84149.148438
Iteration 499Q: 25 clusters Score -1.804401e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 88808 members 
Mstep: Class 2 contains 7124 members 
Mstep: Class 3 contains 30983 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 89423 members 
Mstep: Class 6 contains 70753 members 
Mstep: Class 7 contains 423 members 
Mstep: Class 8 contains 570 members 
Mstep: Class 9 contains 163792 members 
Mstep: Class 10 contains 2997 members 
Mstep: Class 11 contains 159576 members 
Mstep: Class 12 contains 95022 members 
Mstep: Class 13 contains 158367 members 
Mstep: Class 14 contains 4831 members 
Mstep: Class 15 contains 5540 members 
Mstep: Class 16 contains 2936 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 173796 members 
Mstep: Class 19 contains 402 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 161203 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 158090 members 
Mstep: Class 24 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440016.000000 Penalty: 84149.148438
Iteration 500F: 25 clusters Score -1.8044e+08 nChanged 88
Maximum iterations exceeded
--- Evaluating fit on full set of 4141529 points ---
Entering Unmasked Estep 
Score: -532259360.000000 Penalty: 90688.093750
20->25 Clusters: Score -532259360.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1380509 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69250 members 
Mstep: Class 2 contains 68683 members 
Mstep: Class 3 contains 68760 members 
Mstep: Class 4 contains 68887 members 
Mstep: Class 5 contains 69320 members 
Mstep: Class 6 contains 68897 members 
Mstep: Class 7 contains 69048 members 
Mstep: Class 8 contains 69325 members 
Mstep: Class 9 contains 68596 members 
Mstep: Class 10 contains 68888 members 
Mstep: Class 11 contains 69332 members 
Mstep: Class 12 contains 68666 members 
Mstep: Class 13 contains 68932 members 
Mstep: Class 14 contains 69365 members 
Mstep: Class 15 contains 68919 members 
Mstep: Class 16 contains 68626 members 
Mstep: Class 17 contains 69196 members 
Mstep: Class 18 contains 69058 members 
Mstep: Class 19 contains 69250 members 
Mstep: Class 20 contains 69511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 757.706787 but Gain 3506.218750
Score: -174621568.000000 Penalty: 66618.078125
Iteration 0F: 20 clusters Score -1.746216e+08 nChanged 1307473
Entering Unmasked Mstep 
Mstep: Class 0 contains 2786 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 40386 members 
Mstep: Class 3 contains 69748 members 
Mstep: Class 4 contains 21440 members 
Mstep: Class 5 contains 34305 members 
Mstep: Class 6 contains 127869 members 
Mstep: Class 7 contains 39322 members 
Mstep: Class 8 contains 16804 members 
Mstep: Class 9 contains 38952 members 
Mstep: Class 10 contains 106003 members 
Mstep: Class 11 contains 309301 members 
Mstep: Class 12 contains 60493 members 
Mstep: Class 13 contains 44165 members 
Mstep: Class 14 contains 44536 members 
Mstep: Class 16 contains 39238 members 
Mstep: Class 17 contains 98532 members 
Mstep: Class 18 contains 165086 members 
Mstep: Class 19 contains 68747 members 
Mstep: Class 20 contains 30900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178393232.000000 Penalty: 66618.078125
Iteration 1F: 20 clusters Score -1.783932e+08 nChanged 476226
Entering Unmasked Mstep 
Mstep: Class 0 contains 2806 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 18552 members 
Mstep: Class 3 contains 68068 members 
Mstep: Class 4 contains 21262 members 
Mstep: Class 5 contains 31716 members 
Mstep: Class 6 contains 135103 members 
Mstep: Class 7 contains 24305 members 
Mstep: Class 8 contains 9684 members 
Mstep: Class 9 contains 34151 members 
Mstep: Class 10 contains 112239 members 
Mstep: Class 11 contains 323499 members 
Mstep: Class 12 contains 41120 members 
Mstep: Class 13 contains 44596 members 
Mstep: Class 14 contains 37191 members 
Mstep: Class 16 contains 31047 members 
Mstep: Class 17 contains 90106 members 
Mstep: Class 18 contains 238622 members 
Mstep: Class 19 contains 82401 members 
Mstep: Class 20 contains 24555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178765168.000000 Penalty: 66618.078125
Iteration 2F: 20 clusters Score -1.787652e+08 nChanged 307316
Entering Unmasked Mstep 
Mstep: Class 0 contains 2803 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 7260 members 
Mstep: Class 3 contains 69709 members 
Mstep: Class 4 contains 21333 members 
Mstep: Class 5 contains 31107 members 
Mstep: Class 6 contains 153839 members 
Mstep: Class 7 contains 15077 members 
Mstep: Class 8 contains 5970 members 
Mstep: Class 9 contains 35063 members 
Mstep: Class 10 contains 139545 members 
Mstep: Class 11 contains 292845 members 
Mstep: Class 12 contains 28807 members 
Mstep: Class 13 contains 43485 members 
Mstep: Class 14 contains 30634 members 
Mstep: Class 16 contains 27683 members 
Mstep: Class 17 contains 92710 members 
Mstep: Class 18 contains 259949 members 
Mstep: Class 19 contains 97133 members 
Mstep: Class 20 contains 20614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3152.104736 but Gain 3506.214844
Score: -178909744.000000 Penalty: 63111.863281
Iteration 3F: 19 clusters Score -1.789097e+08 nChanged 241169
Entering Unmasked Mstep 
Mstep: Class 0 contains 2796 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2505 members 
Mstep: Class 3 contains 72504 members 
Mstep: Class 4 contains 22068 members 
Mstep: Class 5 contains 29627 members 
Mstep: Class 6 contains 171862 members 
Mstep: Class 7 contains 9146 members 
Mstep: Class 9 contains 41618 members 
Mstep: Class 10 contains 191009 members 
Mstep: Class 11 contains 251994 members 
Mstep: Class 12 contains 22662 members 
Mstep: Class 13 contains 40965 members 
Mstep: Class 14 contains 24967 members 
Mstep: Class 16 contains 24168 members 
Mstep: Class 17 contains 103988 members 
Mstep: Class 18 contains 230317 members 
Mstep: Class 19 contains 117488 members 
Mstep: Class 20 contains 17647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3298.734619 but Gain 3506.214844
Score: -179182672.000000 Penalty: 59605.648438
Iteration 4F: 18 clusters Score -1.791827e+08 nChanged 206746
Entering Unmasked Mstep 
Mstep: Class 0 contains 2784 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 3 contains 70266 members 
Mstep: Class 4 contains 23411 members 
Mstep: Class 5 contains 26291 members 
Mstep: Class 6 contains 181888 members 
Mstep: Class 7 contains 5042 members 
Mstep: Class 9 contains 50726 members 
Mstep: Class 10 contains 247290 members 
Mstep: Class 11 contains 222203 members 
Mstep: Class 12 contains 18166 members 
Mstep: Class 13 contains 34735 members 
Mstep: Class 14 contains 19794 members 
Mstep: Class 16 contains 20008 members 
Mstep: Class 17 contains 113267 members 
Mstep: Class 18 contains 192737 members 
Mstep: Class 19 contains 134601 members 
Mstep: Class 20 contains 14342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3333.283936 but Gain 3506.214844
Score: -179379472.000000 Penalty: 56099.433594
Iteration 5F: 17 clusters Score -1.793795e+08 nChanged 191433
Entering Unmasked Mstep 
Mstep: Class 0 contains 2733 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 3 contains 66106 members 
Mstep: Class 4 contains 25998 members 
Mstep: Class 5 contains 23805 members 
Mstep: Class 6 contains 185343 members 
Mstep: Class 9 contains 60971 members 
Mstep: Class 10 contains 277054 members 
Mstep: Class 11 contains 199425 members 
Mstep: Class 12 contains 15360 members 
Mstep: Class 13 contains 28401 members 
Mstep: Class 14 contains 15746 members 
Mstep: Class 16 contains 16875 members 
Mstep: Class 17 contains 127177 members 
Mstep: Class 18 contains 170497 members 
Mstep: Class 19 contains 150225 members 
Mstep: Class 20 contains 11796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179502368.000000 Penalty: 56099.433594
Iteration 6F: 17 clusters Score -1.795024e+08 nChanged 157030
Entering Unmasked Mstep 
Mstep: Class 0 contains 2658 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 3 contains 61165 members 
Mstep: Class 4 contains 29556 members 
Mstep: Class 5 contains 22776 members 
Mstep: Class 6 contains 185859 members 
Mstep: Class 9 contains 70248 members 
Mstep: Class 10 contains 264110 members 
Mstep: Class 11 contains 186292 members 
Mstep: Class 12 contains 13517 members 
Mstep: Class 13 contains 23081 members 
Mstep: Class 14 contains 10866 members 
Mstep: Class 16 contains 14854 members 
Mstep: Class 17 contains 149768 members 
Mstep: Class 18 contains 164528 members 
Mstep: Class 19 contains 167961 members 
Mstep: Class 20 contains 10183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179615696.000000 Penalty: 56099.433594
Iteration 7F: 17 clusters Score -1.796157e+08 nChanged 145141
Entering Unmasked Mstep 
Mstep: Class 0 contains 2653 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 3 contains 54840 members 
Mstep: Class 4 contains 33342 members 
Mstep: Class 5 contains 22585 members 
Mstep: Class 6 contains 182773 members 
Mstep: Class 9 contains 78091 members 
Mstep: Class 10 contains 242647 members 
Mstep: Class 11 contains 170424 members 
Mstep: Class 12 contains 12098 members 
Mstep: Class 13 contains 18225 members 
Mstep: Class 14 contains 6016 members 
Mstep: Class 16 contains 13411 members 
Mstep: Class 17 contains 180371 members 
Mstep: Class 18 contains 156321 members 
Mstep: Class 19 contains 194783 members 
Mstep: Class 20 contains 8740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179700352.000000 Penalty: 56099.433594
Iteration 8F: 17 clusters Score -1.797004e+08 nChanged 150473
Entering Unmasked Mstep 
Mstep: Class 0 contains 2613 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 3 contains 49201 members 
Mstep: Class 4 contains 36991 members 
Mstep: Class 5 contains 23424 members 
Mstep: Class 6 contains 177775 members 
Mstep: Class 9 contains 84861 members 
Mstep: Class 10 contains 223582 members 
Mstep: Class 11 contains 146886 members 
Mstep: Class 12 contains 10835 members 
Mstep: Class 13 contains 14171 members 
Mstep: Class 14 contains 3086 members 
Mstep: Class 16 contains 12680 members 
Mstep: Class 17 contains 219276 members 
Mstep: Class 18 contains 140374 members 
Mstep: Class 19 contains 224085 members 
Mstep: Class 20 contains 7392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179783920.000000 Penalty: 56099.433594
Iteration 9F: 17 clusters Score -1.797839e+08 nChanged 155766
Entering Unmasked Mstep 
Mstep: Class 0 contains 1724 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 3 contains 46900 members 
Mstep: Class 4 contains 40666 members 
Mstep: Class 5 contains 25459 members 
Mstep: Class 6 contains 173474 members 
Mstep: Class 9 contains 91986 members 
Mstep: Class 10 contains 212446 members 
Mstep: Class 11 contains 126149 members 
Mstep: Class 12 contains 10089 members 
Mstep: Class 13 contains 11443 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 16 contains 12599 members 
Mstep: Class 17 contains 251002 members 
Mstep: Class 18 contains 128304 members 
Mstep: Class 19 contains 236279 members 
Mstep: Class 20 contains 6349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179851888.000000 Penalty: 56099.433594
Iteration 10F: 17 clusters Score -1.798519e+08 nChanged 129359
Entering Unmasked Mstep 
Mstep: Class 0 contains 1350 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 3 contains 47397 members 
Mstep: Class 4 contains 44904 members 
Mstep: Class 5 contains 28615 members 
Mstep: Class 6 contains 171320 members 
Mstep: Class 9 contains 99809 members 
Mstep: Class 10 contains 207095 members 
Mstep: Class 11 contains 116341 members 
Mstep: Class 12 contains 9838 members 
Mstep: Class 13 contains 9712 members 
Mstep: Class 14 contains 1973 members 
Mstep: Class 16 contains 13189 members 
Mstep: Class 17 contains 263040 members 
Mstep: Class 18 contains 129365 members 
Mstep: Class 19 contains 227591 members 
Mstep: Class 20 contains 5670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179906432.000000 Penalty: 56099.433594
Iteration 11F: 17 clusters Score -1.799064e+08 nChanged 99926
Entering Unmasked Mstep 
Mstep: Class 0 contains 1093 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 3 contains 48608 members 
Mstep: Class 4 contains 49420 members 
Mstep: Class 5 contains 32247 members 
Mstep: Class 6 contains 169584 members 
Mstep: Class 9 contains 107713 members 
Mstep: Class 10 contains 204902 members 
Mstep: Class 11 contains 115298 members 
Mstep: Class 12 contains 9671 members 
Mstep: Class 13 contains 8266 members 
Mstep: Class 14 contains 2188 members 
Mstep: Class 16 contains 14249 members 
Mstep: Class 17 contains 256750 members 
Mstep: Class 18 contains 136702 members 
Mstep: Class 19 contains 215360 members 
Mstep: Class 20 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179980000.000000 Penalty: 56099.433594
Iteration 12F: 17 clusters Score -1.7998e+08 nChanged 86106
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 3 contains 49686 members 
Mstep: Class 4 contains 53727 members 
Mstep: Class 5 contains 35849 members 
Mstep: Class 6 contains 167157 members 
Mstep: Class 9 contains 114888 members 
Mstep: Class 10 contains 200979 members 
Mstep: Class 11 contains 118244 members 
Mstep: Class 12 contains 9449 members 
Mstep: Class 13 contains 7065 members 
Mstep: Class 14 contains 2845 members 
Mstep: Class 16 contains 15745 members 
Mstep: Class 17 contains 243141 members 
Mstep: Class 18 contains 146224 members 
Mstep: Class 19 contains 207035 members 
Mstep: Class 20 contains 4705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180084944.000000 Penalty: 56099.433594
Iteration 13F: 17 clusters Score -1.800849e+08 nChanged 75048
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 3 contains 50736 members 
Mstep: Class 4 contains 57714 members 
Mstep: Class 5 contains 39184 members 
Mstep: Class 6 contains 164407 members 
Mstep: Class 9 contains 121550 members 
Mstep: Class 10 contains 195017 members 
Mstep: Class 11 contains 123824 members 
Mstep: Class 12 contains 9129 members 
Mstep: Class 13 contains 6090 members 
Mstep: Class 14 contains 3119 members 
Mstep: Class 16 contains 17528 members 
Mstep: Class 17 contains 227441 members 
Mstep: Class 18 contains 156180 members 
Mstep: Class 19 contains 200738 members 
Mstep: Class 20 contains 4323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180125792.000000 Penalty: 56099.433594
Iteration 14F: 17 clusters Score -1.801258e+08 nChanged 67564
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 3 contains 52142 members 
Mstep: Class 4 contains 61251 members 
Mstep: Class 5 contains 42327 members 
Mstep: Class 6 contains 161536 members 
Mstep: Class 9 contains 127430 members 
Mstep: Class 10 contains 188577 members 
Mstep: Class 11 contains 131272 members 
Mstep: Class 12 contains 8702 members 
Mstep: Class 13 contains 5293 members 
Mstep: Class 14 contains 3141 members 
Mstep: Class 16 contains 19641 members 
Mstep: Class 17 contains 211666 members 
Mstep: Class 18 contains 165609 members 
Mstep: Class 19 contains 194332 members 
Mstep: Class 20 contains 4069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180158528.000000 Penalty: 56099.433594
Iteration 15Q: 17 clusters Score -1.801585e+08 nChanged 61262
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 3 contains 53657 members 
Mstep: Class 4 contains 64342 members 
Mstep: Class 5 contains 45090 members 
Mstep: Class 6 contains 158512 members 
Mstep: Class 9 contains 132711 members 
Mstep: Class 10 contains 182187 members 
Mstep: Class 11 contains 139616 members 
Mstep: Class 12 contains 8241 members 
Mstep: Class 13 contains 4645 members 
Mstep: Class 14 contains 3143 members 
Mstep: Class 16 contains 21802 members 
Mstep: Class 17 contains 197133 members 
Mstep: Class 18 contains 173577 members 
Mstep: Class 19 contains 188487 members 
Mstep: Class 20 contains 3831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180185952.000000 Penalty: 56099.433594
Iteration 16Q: 17 clusters Score -1.80186e+08 nChanged 55793
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 3 contains 55087 members 
Mstep: Class 4 contains 66952 members 
Mstep: Class 5 contains 47490 members 
Mstep: Class 6 contains 155516 members 
Mstep: Class 9 contains 137431 members 
Mstep: Class 10 contains 176988 members 
Mstep: Class 11 contains 148620 members 
Mstep: Class 12 contains 7731 members 
Mstep: Class 13 contains 4122 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 16 contains 23921 members 
Mstep: Class 17 contains 184791 members 
Mstep: Class 18 contains 178521 members 
Mstep: Class 19 contains 183022 members 
Mstep: Class 20 contains 3652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180209392.000000 Penalty: 56099.433594
Iteration 17Q: 17 clusters Score -1.802094e+08 nChanged 49238
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 3 contains 56699 members 
Mstep: Class 4 contains 69290 members 
Mstep: Class 5 contains 49811 members 
Mstep: Class 6 contains 152593 members 
Mstep: Class 9 contains 141703 members 
Mstep: Class 10 contains 172533 members 
Mstep: Class 11 contains 158006 members 
Mstep: Class 12 contains 7257 members 
Mstep: Class 13 contains 3693 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 16 contains 26092 members 
Mstep: Class 17 contains 174722 members 
Mstep: Class 18 contains 179365 members 
Mstep: Class 19 contains 178544 members 
Mstep: Class 20 contains 3551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180232032.000000 Penalty: 56099.433594
Iteration 18Q: 17 clusters Score -1.80232e+08 nChanged 44379
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 3 contains 58734 members 
Mstep: Class 4 contains 71308 members 
Mstep: Class 5 contains 52141 members 
Mstep: Class 6 contains 149811 members 
Mstep: Class 9 contains 145833 members 
Mstep: Class 10 contains 168624 members 
Mstep: Class 11 contains 167021 members 
Mstep: Class 12 contains 6818 members 
Mstep: Class 13 contains 3398 members 
Mstep: Class 14 contains 3147 members 
Mstep: Class 16 contains 28088 members 
Mstep: Class 17 contains 167700 members 
Mstep: Class 18 contains 177129 members 
Mstep: Class 19 contains 173785 members 
Mstep: Class 20 contains 3488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180250224.000000 Penalty: 56099.433594
Iteration 19Q: 17 clusters Score -1.802502e+08 nChanged 42905
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 3 contains 60977 members 
Mstep: Class 4 contains 73021 members 
Mstep: Class 5 contains 54514 members 
Mstep: Class 6 contains 147206 members 
Mstep: Class 9 contains 150170 members 
Mstep: Class 10 contains 165264 members 
Mstep: Class 11 contains 174638 members 
Mstep: Class 12 contains 6428 members 
Mstep: Class 13 contains 3155 members 
Mstep: Class 14 contains 3148 members 
Mstep: Class 16 contains 29904 members 
Mstep: Class 17 contains 162998 members 
Mstep: Class 18 contains 173035 members 
Mstep: Class 19 contains 169149 members 
Mstep: Class 20 contains 3433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180263136.000000 Penalty: 56099.433594
Iteration 20F: 17 clusters Score -1.802631e+08 nChanged 40890
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 3 contains 63273 members 
Mstep: Class 4 contains 74410 members 
Mstep: Class 5 contains 56880 members 
Mstep: Class 6 contains 144874 members 
Mstep: Class 9 contains 155142 members 
Mstep: Class 10 contains 162968 members 
Mstep: Class 11 contains 179379 members 
Mstep: Class 12 contains 6135 members 
Mstep: Class 13 contains 2996 members 
Mstep: Class 14 contains 3153 members 
Mstep: Class 16 contains 31493 members 
Mstep: Class 17 contains 159775 members 
Mstep: Class 18 contains 168424 members 
Mstep: Class 19 contains 164803 members 
Mstep: Class 20 contains 3359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180273168.000000 Penalty: 56099.433594
Iteration 21Q: 17 clusters Score -1.802732e+08 nChanged 39006
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 3 contains 65506 members 
Mstep: Class 4 contains 75465 members 
Mstep: Class 5 contains 59137 members 
Mstep: Class 6 contains 142922 members 
Mstep: Class 9 contains 160741 members 
Mstep: Class 10 contains 161755 members 
Mstep: Class 11 contains 180211 members 
Mstep: Class 12 contains 5838 members 
Mstep: Class 13 contains 2904 members 
Mstep: Class 14 contains 3153 members 
Mstep: Class 16 contains 32854 members 
Mstep: Class 17 contains 157857 members 
Mstep: Class 18 contains 163905 members 
Mstep: Class 19 contains 161509 members 
Mstep: Class 20 contains 3312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180280448.000000 Penalty: 56099.433594
Iteration 22Q: 17 clusters Score -1.802804e+08 nChanged 36972
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 3 contains 67850 members 
Mstep: Class 4 contains 76244 members 
Mstep: Class 5 contains 61208 members 
Mstep: Class 6 contains 141122 members 
Mstep: Class 9 contains 166522 members 
Mstep: Class 10 contains 161539 members 
Mstep: Class 11 contains 178031 members 
Mstep: Class 12 contains 5591 members 
Mstep: Class 13 contains 2843 members 
Mstep: Class 14 contains 3153 members 
Mstep: Class 16 contains 34122 members 
Mstep: Class 17 contains 156498 members 
Mstep: Class 18 contains 159896 members 
Mstep: Class 19 contains 159209 members 
Mstep: Class 20 contains 3242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180289360.000000 Penalty: 56099.433594
Iteration 23Q: 17 clusters Score -1.802894e+08 nChanged 35193
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 3 contains 70303 members 
Mstep: Class 4 contains 76756 members 
Mstep: Class 5 contains 63231 members 
Mstep: Class 6 contains 139408 members 
Mstep: Class 9 contains 171565 members 
Mstep: Class 10 contains 161925 members 
Mstep: Class 11 contains 173950 members 
Mstep: Class 12 contains 5376 members 
Mstep: Class 13 contains 2817 members 
Mstep: Class 14 contains 3155 members 
Mstep: Class 16 contains 35211 members 
Mstep: Class 17 contains 155843 members 
Mstep: Class 18 contains 156334 members 
Mstep: Class 19 contains 157994 members 
Mstep: Class 20 contains 3201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180296944.000000 Penalty: 56099.433594
Iteration 24Q: 17 clusters Score -1.802969e+08 nChanged 33425
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 3 contains 72864 members 
Mstep: Class 4 contains 77110 members 
Mstep: Class 5 contains 65068 members 
Mstep: Class 6 contains 137738 members 
Mstep: Class 9 contains 175264 members 
Mstep: Class 10 contains 162574 members 
Mstep: Class 11 contains 169604 members 
Mstep: Class 12 contains 5098 members 
Mstep: Class 13 contains 2815 members 
Mstep: Class 14 contains 3156 members 
Mstep: Class 16 contains 36203 members 
Mstep: Class 17 contains 155452 members 
Mstep: Class 18 contains 153284 members 
Mstep: Class 19 contains 157674 members 
Mstep: Class 20 contains 3167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180304800.000000 Penalty: 56099.433594
Iteration 25Q: 17 clusters Score -1.803048e+08 nChanged 31083
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 3 contains 75397 members 
Mstep: Class 4 contains 77325 members 
Mstep: Class 5 contains 66811 members 
Mstep: Class 6 contains 136246 members 
Mstep: Class 9 contains 176621 members 
Mstep: Class 10 contains 163318 members 
Mstep: Class 11 contains 165867 members 
Mstep: Class 12 contains 4816 members 
Mstep: Class 13 contains 2828 members 
Mstep: Class 14 contains 3157 members 
Mstep: Class 16 contains 37124 members 
Mstep: Class 17 contains 155345 members 
Mstep: Class 18 contains 151201 members 
Mstep: Class 19 contains 157862 members 
Mstep: Class 20 contains 3147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180311216.000000 Penalty: 56099.433594
Iteration 26Q: 17 clusters Score -1.803112e+08 nChanged 29168
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 3 contains 78308 members 
Mstep: Class 4 contains 77479 members 
Mstep: Class 5 contains 68411 members 
Mstep: Class 6 contains 134768 members 
Mstep: Class 9 contains 175893 members 
Mstep: Class 10 contains 163804 members 
Mstep: Class 11 contains 162947 members 
Mstep: Class 12 contains 4562 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 3157 members 
Mstep: Class 16 contains 38035 members 
Mstep: Class 17 contains 155460 members 
Mstep: Class 18 contains 149736 members 
Mstep: Class 19 contains 158556 members 
Mstep: Class 20 contains 3104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180317840.000000 Penalty: 56099.433594
Iteration 27Q: 17 clusters Score -1.803178e+08 nChanged 26527
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 3 contains 81494 members 
Mstep: Class 4 contains 77576 members 
Mstep: Class 5 contains 69935 members 
Mstep: Class 6 contains 133275 members 
Mstep: Class 9 contains 173481 members 
Mstep: Class 10 contains 164079 members 
Mstep: Class 11 contains 160901 members 
Mstep: Class 12 contains 4277 members 
Mstep: Class 13 contains 2868 members 
Mstep: Class 14 contains 3157 members 
Mstep: Class 16 contains 38919 members 
Mstep: Class 17 contains 155590 members 
Mstep: Class 18 contains 148934 members 
Mstep: Class 19 contains 159517 members 
Mstep: Class 20 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180324896.000000 Penalty: 56099.433594
Iteration 28Q: 17 clusters Score -1.803249e+08 nChanged 24048
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 3 contains 85025 members 
Mstep: Class 4 contains 77624 members 
Mstep: Class 5 contains 71261 members 
Mstep: Class 6 contains 131735 members 
Mstep: Class 9 contains 170187 members 
Mstep: Class 10 contains 164050 members 
Mstep: Class 11 contains 159412 members 
Mstep: Class 12 contains 4034 members 
Mstep: Class 13 contains 2898 members 
Mstep: Class 14 contains 3158 members 
Mstep: Class 16 contains 39755 members 
Mstep: Class 17 contains 155664 members 
Mstep: Class 18 contains 148561 members 
Mstep: Class 19 contains 160656 members 
Mstep: Class 20 contains 3065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331616.000000 Penalty: 56099.433594
Iteration 29Q: 17 clusters Score -1.803316e+08 nChanged 22483
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 3 contains 88913 members 
Mstep: Class 4 contains 77530 members 
Mstep: Class 5 contains 72471 members 
Mstep: Class 6 contains 130181 members 
Mstep: Class 9 contains 166403 members 
Mstep: Class 10 contains 163817 members 
Mstep: Class 11 contains 158188 members 
Mstep: Class 12 contains 3772 members 
Mstep: Class 13 contains 2927 members 
Mstep: Class 14 contains 3156 members 
Mstep: Class 16 contains 40604 members 
Mstep: Class 17 contains 155606 members 
Mstep: Class 18 contains 148503 members 
Mstep: Class 19 contains 161957 members 
Mstep: Class 20 contains 3064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180339920.000000 Penalty: 56099.433594
Iteration 30Q: 17 clusters Score -1.803399e+08 nChanged 20968
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 3 contains 92929 members 
Mstep: Class 4 contains 77390 members 
Mstep: Class 5 contains 73487 members 
Mstep: Class 6 contains 128602 members 
Mstep: Class 9 contains 162809 members 
Mstep: Class 10 contains 163461 members 
Mstep: Class 11 contains 157371 members 
Mstep: Class 12 contains 3501 members 
Mstep: Class 13 contains 2966 members 
Mstep: Class 14 contains 3157 members 
Mstep: Class 16 contains 41420 members 
Mstep: Class 17 contains 155386 members 
Mstep: Class 18 contains 148563 members 
Mstep: Class 19 contains 162970 members 
Mstep: Class 20 contains 3085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180345728.000000 Penalty: 56099.433594
Iteration 31Q: 17 clusters Score -1.803457e+08 nChanged 20154
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 3 contains 97229 members 
Mstep: Class 4 contains 77152 members 
Mstep: Class 5 contains 74281 members 
Mstep: Class 6 contains 127004 members 
Mstep: Class 9 contains 159602 members 
Mstep: Class 10 contains 163168 members 
Mstep: Class 11 contains 156643 members 
Mstep: Class 12 contains 3252 members 
Mstep: Class 13 contains 3010 members 
Mstep: Class 14 contains 3158 members 
Mstep: Class 16 contains 42087 members 
Mstep: Class 17 contains 154982 members 
Mstep: Class 18 contains 148813 members 
Mstep: Class 19 contains 163639 members 
Mstep: Class 20 contains 3072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180352160.000000 Penalty: 56099.433594
Iteration 32Q: 17 clusters Score -1.803522e+08 nChanged 19677
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 3 contains 101765 members 
Mstep: Class 4 contains 76846 members 
Mstep: Class 5 contains 74890 members 
Mstep: Class 6 contains 125367 members 
Mstep: Class 9 contains 156767 members 
Mstep: Class 10 contains 162946 members 
Mstep: Class 11 contains 156019 members 
Mstep: Class 12 contains 2997 members 
Mstep: Class 13 contains 3032 members 
Mstep: Class 14 contains 3158 members 
Mstep: Class 16 contains 42614 members 
Mstep: Class 17 contains 154449 members 
Mstep: Class 18 contains 149177 members 
Mstep: Class 19 contains 163998 members 
Mstep: Class 20 contains 3057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180360128.000000 Penalty: 56099.433594
Iteration 33Q: 17 clusters Score -1.803601e+08 nChanged 19645
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 3 contains 106581 members 
Mstep: Class 4 contains 76427 members 
Mstep: Class 5 contains 75307 members 
Mstep: Class 6 contains 123609 members 
Mstep: Class 9 contains 154344 members 
Mstep: Class 10 contains 162588 members 
Mstep: Class 11 contains 155577 members 
Mstep: Class 12 contains 2780 members 
Mstep: Class 13 contains 3068 members 
Mstep: Class 14 contains 3158 members 
Mstep: Class 16 contains 43129 members 
Mstep: Class 17 contains 153815 members 
Mstep: Class 18 contains 149526 members 
Mstep: Class 19 contains 164110 members 
Mstep: Class 20 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366464.000000 Penalty: 56099.433594
Iteration 34Q: 17 clusters Score -1.803665e+08 nChanged 19775
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 3 contains 111475 members 
Mstep: Class 4 contains 76029 members 
Mstep: Class 5 contains 75526 members 
Mstep: Class 6 contains 121829 members 
Mstep: Class 9 contains 152173 members 
Mstep: Class 10 contains 162163 members 
Mstep: Class 11 contains 155371 members 
Mstep: Class 12 contains 2609 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 3158 members 
Mstep: Class 16 contains 43611 members 
Mstep: Class 17 contains 153121 members 
Mstep: Class 18 contains 149903 members 
Mstep: Class 19 contains 163992 members 
Mstep: Class 20 contains 3020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3402.215088 but Gain 3506.214844
Score: -180369600.000000 Penalty: 52593.218750
Iteration 35Q: 16 clusters Score -1.803696e+08 nChanged 22207
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 3 contains 117451 members 
Mstep: Class 4 contains 75591 members 
Mstep: Class 5 contains 75680 members 
Mstep: Class 6 contains 120342 members 
Mstep: Class 9 contains 150377 members 
Mstep: Class 10 contains 162022 members 
Mstep: Class 11 contains 155514 members 
Mstep: Class 13 contains 3076 members 
Mstep: Class 14 contains 3156 members 
Mstep: Class 16 contains 44093 members 
Mstep: Class 17 contains 152387 members 
Mstep: Class 18 contains 150322 members 
Mstep: Class 19 contains 164044 members 
Mstep: Class 20 contains 2990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180379856.000000 Penalty: 52593.218750
Iteration 36Q: 16 clusters Score -1.803799e+08 nChanged 20327
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 3 contains 123011 members 
Mstep: Class 4 contains 75110 members 
Mstep: Class 5 contains 75795 members 
Mstep: Class 6 contains 118403 members 
Mstep: Class 9 contains 148445 members 
Mstep: Class 10 contains 161630 members 
Mstep: Class 11 contains 155453 members 
Mstep: Class 13 contains 3069 members 
Mstep: Class 14 contains 3156 members 
Mstep: Class 16 contains 44551 members 
Mstep: Class 17 contains 151314 members 
Mstep: Class 18 contains 150635 members 
Mstep: Class 19 contains 163507 members 
Mstep: Class 20 contains 2957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180385216.000000 Penalty: 52593.218750
Iteration 37Q: 16 clusters Score -1.803852e+08 nChanged 19918
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 3 contains 128606 members 
Mstep: Class 4 contains 74543 members 
Mstep: Class 5 contains 75834 members 
Mstep: Class 6 contains 116587 members 
Mstep: Class 9 contains 146566 members 
Mstep: Class 10 contains 161092 members 
Mstep: Class 11 contains 155663 members 
Mstep: Class 13 contains 3076 members 
Mstep: Class 14 contains 3155 members 
Mstep: Class 16 contains 45001 members 
Mstep: Class 17 contains 149936 members 
Mstep: Class 18 contains 150997 members 
Mstep: Class 19 contains 163026 members 
Mstep: Class 20 contains 2940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180388768.000000 Penalty: 52593.218750
Iteration 38Q: 16 clusters Score -1.803888e+08 nChanged 19720
Entering ConstructFrom: 
Score: -180388768.000000 Penalty: 52593.218750
Entering ConstructFrom: 
Trying to split cluster 1 (3373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Entering Unmasked Estep 
Score: -441155.125000 Penalty: 2014.642334
	Iteration 0F: 2 clusters Score -441155.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -437810.062500 Penalty: 4029.284668
	Iteration 0F: 3 clusters Score -437810.1 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -439032.406250 Penalty: 4029.284668
	Iteration 1F: 3 clusters Score -439032.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -439784.593750 Penalty: 4029.284668
	Iteration 2F: 3 clusters Score -439784.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -440413.843750 Penalty: 4029.284668
	Iteration 3F: 3 clusters Score -440413.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -441166.906250 Penalty: 4029.284668
	Iteration 4F: 3 clusters Score -441166.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -441805.937500 Penalty: 4029.284668
	Iteration 5F: 3 clusters Score -441805.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -442058.218750 Penalty: 4029.284668
	Iteration 6Q: 3 clusters Score -442058.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -442174.218750 Penalty: 4029.284668
	Iteration 7Q: 3 clusters Score -442174.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -442224.812500 Penalty: 4029.284668
	Iteration 8Q: 3 clusters Score -442224.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -442243.593750 Penalty: 4029.284668
	Iteration 9Q: 3 clusters Score -442243.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -442251.156250 Penalty: 4029.284668
	Iteration 10Q: 3 clusters Score -442251.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -442253.531250 Penalty: 4029.284668
	Iteration 11Q: 3 clusters Score -442253.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -442255.906250 Penalty: 4029.284668
	Iteration 12Q: 3 clusters Score -442255.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -442259.250000 Penalty: 4029.284668
	Iteration 13Q: 3 clusters Score -442259.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -442260.531250 Penalty: 4029.284668
	Iteration 14Q: 3 clusters Score -442260.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -442262.468750 Penalty: 4029.284668
	Iteration 15Q: 3 clusters Score -442262.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -442264.531250 Penalty: 4029.284668
	Iteration 16Q: 3 clusters Score -442264.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -442266.406250 Penalty: 4029.284668
	Iteration 17Q: 3 clusters Score -442266.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -442265.968750 Penalty: 4029.284668
	Iteration 18Q: 3 clusters Score -442266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -442267.281250 Penalty: 4029.284668
	Iteration 19Q: 3 clusters Score -442267.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -442271.781250 Penalty: 4029.284668
	Iteration 20F: 3 clusters Score -442271.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -442272.468750 Penalty: 4029.284668
	Iteration 21Q: 3 clusters Score -442272.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -442277.031250 Penalty: 4029.284668
	Iteration 22Q: 3 clusters Score -442277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -442279.406250 Penalty: 4029.284668
	Iteration 23Q: 3 clusters Score -442279.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -442280.718750 Penalty: 4029.284668
	Iteration 24Q: 3 clusters Score -442280.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -442281.468750 Penalty: 4029.284668
	Iteration 25Q: 3 clusters Score -442281.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -442282.312500 Penalty: 4029.284668
	Iteration 26Q: 3 clusters Score -442282.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -442283.000000 Penalty: 4029.284668
	Iteration 27Q: 3 clusters Score -442283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -442283.000000 Penalty: 4029.284668
	Iteration 28F: 3 clusters Score -442283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2668 members 
Mstep: Class 3 contains 134205 members 
Mstep: Class 4 contains 74024 members 
Mstep: Class 5 contains 75701 members 
Mstep: Class 6 contains 114842 members 
Mstep: Class 9 contains 144764 members 
Mstep: Class 10 contains 160387 members 
Mstep: Class 11 contains 156013 members 
Mstep: Class 13 contains 3070 members 
Mstep: Class 14 contains 3156 members 
Mstep: Class 16 contains 45376 members 
Mstep: Class 17 contains 148532 members 
Mstep: Class 18 contains 151464 members 
Mstep: Class 19 contains 162558 members 
Mstep: Class 20 contains 2922 members 
Entering Unmasked Estep 
Score: -180388048.000000 Penalty: 56099.433594
Splitting cluster 1 changes total score from -180388768.000000 to -180388048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (134205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134205 members 
Entering Unmasked Estep 
Score: -18229082.000000 Penalty: 2928.166748
	Iteration 0F: 2 clusters Score -1.822908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67070 members 
Mstep: Class 2 contains 67135 members 
Entering Unmasked Estep 
Score: -18138748.000000 Penalty: 5856.333496
	Iteration 0F: 3 clusters Score -1.813875e+07 nChanged 64075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67741 members 
Mstep: Class 2 contains 66464 members 
Entering Unmasked Estep 
Score: -18175562.000000 Penalty: 5856.333496
	Iteration 1F: 3 clusters Score -1.817556e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68134 members 
Mstep: Class 2 contains 66071 members 
Entering Unmasked Estep 
Score: -18176198.000000 Penalty: 5856.333496
	Iteration 2Q: 3 clusters Score -1.81762e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 65506 members 
Entering Unmasked Estep 
Score: -18176894.000000 Penalty: 5856.333496
	Iteration 3Q: 3 clusters Score -1.817689e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69552 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -18177630.000000 Penalty: 5856.333496
	Iteration 4Q: 3 clusters Score -1.817763e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70789 members 
Mstep: Class 2 contains 63416 members 
Entering Unmasked Estep 
Score: -18178578.000000 Penalty: 5856.333496
	Iteration 5Q: 3 clusters Score -1.817858e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 61628 members 
Entering Unmasked Estep 
Score: -18179816.000000 Penalty: 5856.333496
	Iteration 6Q: 3 clusters Score -1.817982e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75211 members 
Mstep: Class 2 contains 58994 members 
Entering Unmasked Estep 
Score: -18181804.000000 Penalty: 5856.333496
	Iteration 7Q: 3 clusters Score -1.81818e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78730 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -18184004.000000 Penalty: 5856.333496
	Iteration 8Q: 3 clusters Score -1.8184e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83264 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -18187472.000000 Penalty: 5856.333496
	Iteration 9Q: 3 clusters Score -1.818747e+07 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88830 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -18192198.000000 Penalty: 5856.333496
	Iteration 10F: 3 clusters Score -1.81922e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94829 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -18198110.000000 Penalty: 5856.333496
	Iteration 11F: 3 clusters Score -1.819811e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100228 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -18204246.000000 Penalty: 5856.333496
	Iteration 12F: 3 clusters Score -1.820425e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104292 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -18208920.000000 Penalty: 5856.333496
	Iteration 13Q: 3 clusters Score -1.820892e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107211 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -18211798.000000 Penalty: 5856.333496
	Iteration 14Q: 3 clusters Score -1.82118e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109665 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -18213486.000000 Penalty: 5856.333496
	Iteration 15Q: 3 clusters Score -1.821349e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111948 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -18214576.000000 Penalty: 5856.333496
	Iteration 16Q: 3 clusters Score -1.821458e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114149 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -18215652.000000 Penalty: 5856.333496
	Iteration 17Q: 3 clusters Score -1.821565e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116225 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -18216664.000000 Penalty: 5856.333496
	Iteration 18Q: 3 clusters Score -1.821666e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118246 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -18217704.000000 Penalty: 5856.333496
	Iteration 19Q: 3 clusters Score -1.82177e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120148 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -18218698.000000 Penalty: 5856.333496
	Iteration 20F: 3 clusters Score -1.82187e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121929 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -18219742.000000 Penalty: 5856.333496
	Iteration 21Q: 3 clusters Score -1.821974e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123540 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -18220746.000000 Penalty: 5856.333496
	Iteration 22Q: 3 clusters Score -1.822075e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124937 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -18221564.000000 Penalty: 5856.333496
	Iteration 23Q: 3 clusters Score -1.822156e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126139 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -18222220.000000 Penalty: 5856.333496
	Iteration 24Q: 3 clusters Score -1.822222e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127218 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -18222908.000000 Penalty: 5856.333496
	Iteration 25Q: 3 clusters Score -1.822291e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128230 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -18223602.000000 Penalty: 5856.333496
	Iteration 26Q: 3 clusters Score -1.82236e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129129 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -18224090.000000 Penalty: 5856.333496
	Iteration 27Q: 3 clusters Score -1.822409e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129875 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -18224464.000000 Penalty: 5856.333496
	Iteration 28Q: 3 clusters Score -1.822446e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130477 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -18224858.000000 Penalty: 5856.333496
	Iteration 29Q: 3 clusters Score -1.822486e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131012 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -18225186.000000 Penalty: 5856.333496
	Iteration 30Q: 3 clusters Score -1.822519e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131456 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -18225470.000000 Penalty: 5856.333496
	Iteration 31Q: 3 clusters Score -1.822547e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131830 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -18225632.000000 Penalty: 5856.333496
	Iteration 32Q: 3 clusters Score -1.822563e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132150 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -18225822.000000 Penalty: 5856.333496
	Iteration 33Q: 3 clusters Score -1.822582e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132404 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -18225958.000000 Penalty: 5856.333496
	Iteration 34Q: 3 clusters Score -1.822596e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132597 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -18226050.000000 Penalty: 5856.333496
	Iteration 35Q: 3 clusters Score -1.822605e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132741 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -18226146.000000 Penalty: 5856.333496
	Iteration 36Q: 3 clusters Score -1.822615e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132858 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -18226202.000000 Penalty: 5856.333496
	Iteration 37Q: 3 clusters Score -1.82262e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132952 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -18226218.000000 Penalty: 5856.333496
	Iteration 38Q: 3 clusters Score -1.822622e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133015 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -18226270.000000 Penalty: 5856.333496
	Iteration 39Q: 3 clusters Score -1.822627e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133091 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -18226330.000000 Penalty: 5856.333496
	Iteration 40F: 3 clusters Score -1.822633e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133145 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -18226348.000000 Penalty: 5856.333496
	Iteration 41Q: 3 clusters Score -1.822635e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133186 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -18226376.000000 Penalty: 5856.333496
	Iteration 42Q: 3 clusters Score -1.822638e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133227 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -18226412.000000 Penalty: 5856.333496
	Iteration 43Q: 3 clusters Score -1.822641e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133264 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -18226430.000000 Penalty: 5856.333496
	Iteration 44Q: 3 clusters Score -1.822643e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133300 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -18226436.000000 Penalty: 5856.333496
	Iteration 45Q: 3 clusters Score -1.822644e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133331 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -18226450.000000 Penalty: 5856.333496
	Iteration 46Q: 3 clusters Score -1.822645e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133357 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -18226484.000000 Penalty: 5856.333496
	Iteration 47Q: 3 clusters Score -1.822648e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133382 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -18226512.000000 Penalty: 5856.333496
	Iteration 48Q: 3 clusters Score -1.822651e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133404 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -18226518.000000 Penalty: 5856.333496
	Iteration 49Q: 3 clusters Score -1.822652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133418 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -18226540.000000 Penalty: 5856.333496
	Iteration 50Q: 3 clusters Score -1.822654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133427 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -18226534.000000 Penalty: 5856.333496
	Iteration 51Q: 3 clusters Score -1.822653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133436 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -18226548.000000 Penalty: 5856.333496
	Iteration 52Q: 3 clusters Score -1.822655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133442 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -18226552.000000 Penalty: 5856.333496
	Iteration 53Q: 3 clusters Score -1.822655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133449 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -18226566.000000 Penalty: 5856.333496
	Iteration 54Q: 3 clusters Score -1.822657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133450 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -18226556.000000 Penalty: 5856.333496
	Iteration 55Q: 3 clusters Score -1.822656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133453 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -18226546.000000 Penalty: 5856.333496
	Iteration 56Q: 3 clusters Score -1.822655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133457 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -18226558.000000 Penalty: 5856.333496
	Iteration 57Q: 3 clusters Score -1.822656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133459 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -18226560.000000 Penalty: 5856.333496
	Iteration 58Q: 3 clusters Score -1.822656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133461 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -18226554.000000 Penalty: 5856.333496
	Iteration 59Q: 3 clusters Score -1.822655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133461 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -18226554.000000 Penalty: 5856.333496
	Iteration 60F: 3 clusters Score -1.822655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (74024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74024 members 
Entering Unmasked Estep 
Score: -9858605.000000 Penalty: 2780.611816
	Iteration 0F: 2 clusters Score -9858605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -9809074.000000 Penalty: 5561.223633
	Iteration 0F: 3 clusters Score -9809074 nChanged 34609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -9828527.000000 Penalty: 5561.223633
	Iteration 1F: 3 clusters Score -9828527 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -9829380.000000 Penalty: 5561.223633
	Iteration 2Q: 3 clusters Score -9829380 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -9830630.000000 Penalty: 5561.223633
	Iteration 3Q: 3 clusters Score -9830630 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -9832854.000000 Penalty: 5561.223633
	Iteration 4F: 3 clusters Score -9832854 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -9836506.000000 Penalty: 5561.223633
	Iteration 5F: 3 clusters Score -9836506 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -9841559.000000 Penalty: 5561.223633
	Iteration 6F: 3 clusters Score -9841559 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 60938 members 
Entering Unmasked Estep 
Score: -9847111.000000 Penalty: 5561.223633
	Iteration 7F: 3 clusters Score -9847111 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 65077 members 
Entering Unmasked Estep 
Score: -9851609.000000 Penalty: 5561.223633
	Iteration 8F: 3 clusters Score -9851609 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 67381 members 
Entering Unmasked Estep 
Score: -9854492.000000 Penalty: 5561.223633
	Iteration 9Q: 3 clusters Score -9854492 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 68364 members 
Entering Unmasked Estep 
Score: -9855798.000000 Penalty: 5561.223633
	Iteration 10Q: 3 clusters Score -9855798 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 68813 members 
Entering Unmasked Estep 
Score: -9856310.000000 Penalty: 5561.223633
	Iteration 11Q: 3 clusters Score -9856310 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 69108 members 
Entering Unmasked Estep 
Score: -9856510.000000 Penalty: 5561.223633
	Iteration 12Q: 3 clusters Score -9856510 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 69336 members 
Entering Unmasked Estep 
Score: -9856623.000000 Penalty: 5561.223633
	Iteration 13Q: 3 clusters Score -9856623 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 69539 members 
Entering Unmasked Estep 
Score: -9856703.000000 Penalty: 5561.223633
	Iteration 14Q: 3 clusters Score -9856703 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -9856752.000000 Penalty: 5561.223633
	Iteration 15Q: 3 clusters Score -9856752 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 69838 members 
Entering Unmasked Estep 
Score: -9856788.000000 Penalty: 5561.223633
	Iteration 16Q: 3 clusters Score -9856788 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 69959 members 
Entering Unmasked Estep 
Score: -9856819.000000 Penalty: 5561.223633
	Iteration 17Q: 3 clusters Score -9856819 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 70049 members 
Entering Unmasked Estep 
Score: -9856837.000000 Penalty: 5561.223633
	Iteration 18Q: 3 clusters Score -9856837 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 70125 members 
Entering Unmasked Estep 
Score: -9856843.000000 Penalty: 5561.223633
	Iteration 19Q: 3 clusters Score -9856843 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 70184 members 
Entering Unmasked Estep 
Score: -9856844.000000 Penalty: 5561.223633
	Iteration 20F: 3 clusters Score -9856844 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 70238 members 
Entering Unmasked Estep 
Score: -9856828.000000 Penalty: 5561.223633
	Iteration 21Q: 3 clusters Score -9856828 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 70294 members 
Entering Unmasked Estep 
Score: -9856843.000000 Penalty: 5561.223633
	Iteration 22Q: 3 clusters Score -9856843 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 70349 members 
Entering Unmasked Estep 
Score: -9856874.000000 Penalty: 5561.223633
	Iteration 23Q: 3 clusters Score -9856874 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 70401 members 
Entering Unmasked Estep 
Score: -9856868.000000 Penalty: 5561.223633
	Iteration 24Q: 3 clusters Score -9856868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 70445 members 
Entering Unmasked Estep 
Score: -9856875.000000 Penalty: 5561.223633
	Iteration 25Q: 3 clusters Score -9856875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 70487 members 
Entering Unmasked Estep 
Score: -9856870.000000 Penalty: 5561.223633
	Iteration 26Q: 3 clusters Score -9856870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 70520 members 
Entering Unmasked Estep 
Score: -9856888.000000 Penalty: 5561.223633
	Iteration 27Q: 3 clusters Score -9856888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 70558 members 
Entering Unmasked Estep 
Score: -9856897.000000 Penalty: 5561.223633
	Iteration 28Q: 3 clusters Score -9856897 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 70594 members 
Entering Unmasked Estep 
Score: -9856893.000000 Penalty: 5561.223633
	Iteration 29Q: 3 clusters Score -9856893 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 70629 members 
Entering Unmasked Estep 
Score: -9856911.000000 Penalty: 5561.223633
	Iteration 30Q: 3 clusters Score -9856911 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 70656 members 
Entering Unmasked Estep 
Score: -9856909.000000 Penalty: 5561.223633
	Iteration 31Q: 3 clusters Score -9856909 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 70680 members 
Entering Unmasked Estep 
Score: -9856905.000000 Penalty: 5561.223633
	Iteration 32Q: 3 clusters Score -9856905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 70705 members 
Entering Unmasked Estep 
Score: -9856914.000000 Penalty: 5561.223633
	Iteration 33Q: 3 clusters Score -9856914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 70730 members 
Entering Unmasked Estep 
Score: -9856923.000000 Penalty: 5561.223633
	Iteration 34Q: 3 clusters Score -9856923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 70756 members 
Entering Unmasked Estep 
Score: -9856915.000000 Penalty: 5561.223633
	Iteration 35Q: 3 clusters Score -9856915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 70794 members 
Entering Unmasked Estep 
Score: -9856933.000000 Penalty: 5561.223633
	Iteration 36Q: 3 clusters Score -9856933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 70814 members 
Entering Unmasked Estep 
Score: -9856937.000000 Penalty: 5561.223633
	Iteration 37Q: 3 clusters Score -9856937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 70838 members 
Entering Unmasked Estep 
Score: -9856938.000000 Penalty: 5561.223633
	Iteration 38Q: 3 clusters Score -9856938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 70855 members 
Entering Unmasked Estep 
Score: -9856940.000000 Penalty: 5561.223633
	Iteration 39Q: 3 clusters Score -9856940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 70868 members 
Entering Unmasked Estep 
Score: -9856956.000000 Penalty: 5561.223633
	Iteration 40F: 3 clusters Score -9856956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 70875 members 
Entering Unmasked Estep 
Score: -9856943.000000 Penalty: 5561.223633
	Iteration 41Q: 3 clusters Score -9856943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 70885 members 
Entering Unmasked Estep 
Score: -9856951.000000 Penalty: 5561.223633
	Iteration 42Q: 3 clusters Score -9856951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 70898 members 
Entering Unmasked Estep 
Score: -9856946.000000 Penalty: 5561.223633
	Iteration 43Q: 3 clusters Score -9856946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 70909 members 
Entering Unmasked Estep 
Score: -9856954.000000 Penalty: 5561.223633
	Iteration 44Q: 3 clusters Score -9856954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 70919 members 
Entering Unmasked Estep 
Score: -9856949.000000 Penalty: 5561.223633
	Iteration 45Q: 3 clusters Score -9856949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 70931 members 
Entering Unmasked Estep 
Score: -9856956.000000 Penalty: 5561.223633
	Iteration 46Q: 3 clusters Score -9856956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 70936 members 
Entering Unmasked Estep 
Score: -9856967.000000 Penalty: 5561.223633
	Iteration 47Q: 3 clusters Score -9856967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 70940 members 
Entering Unmasked Estep 
Score: -9856962.000000 Penalty: 5561.223633
	Iteration 48Q: 3 clusters Score -9856962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 70944 members 
Entering Unmasked Estep 
Score: -9856952.000000 Penalty: 5561.223633
	Iteration 49Q: 3 clusters Score -9856952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 70947 members 
Entering Unmasked Estep 
Score: -9856950.000000 Penalty: 5561.223633
	Iteration 50Q: 3 clusters Score -9856950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 70949 members 
Entering Unmasked Estep 
Score: -9856950.000000 Penalty: 5561.223633
	Iteration 51Q: 3 clusters Score -9856950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 70951 members 
Entering Unmasked Estep 
Score: -9856957.000000 Penalty: 5561.223633
	Iteration 52Q: 3 clusters Score -9856957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 70951 members 
Entering Unmasked Estep 
Score: -9856957.000000 Penalty: 5561.223633
	Iteration 53F: 3 clusters Score -9856957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (75701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75701 members 
Entering Unmasked Estep 
Score: -10048150.000000 Penalty: 2786.167480
	Iteration 0F: 2 clusters Score -1.004815e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -9997383.000000 Penalty: 5572.334961
	Iteration 0F: 3 clusters Score -9997383 nChanged 35605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -10018060.000000 Penalty: 5572.334961
	Iteration 1F: 3 clusters Score -1.001806e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -10019161.000000 Penalty: 5572.334961
	Iteration 2Q: 3 clusters Score -1.001916e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -10020460.000000 Penalty: 5572.334961
	Iteration 3Q: 3 clusters Score -1.002046e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -10022224.000000 Penalty: 5572.334961
	Iteration 4Q: 3 clusters Score -1.002222e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -10024540.000000 Penalty: 5572.334961
	Iteration 5F: 3 clusters Score -1.002454e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 54251 members 
Entering Unmasked Estep 
Score: -10027618.000000 Penalty: 5572.334961
	Iteration 6F: 3 clusters Score -1.002762e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 59226 members 
Entering Unmasked Estep 
Score: -10031607.000000 Penalty: 5572.334961
	Iteration 7F: 3 clusters Score -1.003161e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -10035988.000000 Penalty: 5572.334961
	Iteration 8F: 3 clusters Score -1.003599e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -10039903.000000 Penalty: 5572.334961
	Iteration 9F: 3 clusters Score -1.00399e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 71861 members 
Entering Unmasked Estep 
Score: -10042785.000000 Penalty: 5572.334961
	Iteration 10Q: 3 clusters Score -1.004278e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 73693 members 
Entering Unmasked Estep 
Score: -10044349.000000 Penalty: 5572.334961
	Iteration 11Q: 3 clusters Score -1.004435e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 74632 members 
Entering Unmasked Estep 
Score: -10045215.000000 Penalty: 5572.334961
	Iteration 12Q: 3 clusters Score -1.004522e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 75065 members 
Entering Unmasked Estep 
Score: -10045629.000000 Penalty: 5572.334961
	Iteration 13Q: 3 clusters Score -1.004563e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 75240 members 
Entering Unmasked Estep 
Score: -10045863.000000 Penalty: 5572.334961
	Iteration 14Q: 3 clusters Score -1.004586e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 75327 members 
Entering Unmasked Estep 
Score: -10046004.000000 Penalty: 5572.334961
	Iteration 15Q: 3 clusters Score -1.0046e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 75378 members 
Entering Unmasked Estep 
Score: -10046089.000000 Penalty: 5572.334961
	Iteration 16Q: 3 clusters Score -1.004609e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 75403 members 
Entering Unmasked Estep 
Score: -10046123.000000 Penalty: 5572.334961
	Iteration 17Q: 3 clusters Score -1.004612e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 75417 members 
Entering Unmasked Estep 
Score: -10046147.000000 Penalty: 5572.334961
	Iteration 18Q: 3 clusters Score -1.004615e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 75431 members 
Entering Unmasked Estep 
Score: -10046171.000000 Penalty: 5572.334961
	Iteration 19Q: 3 clusters Score -1.004617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 75440 members 
Entering Unmasked Estep 
Score: -10046403.000000 Penalty: 5572.334961
	Iteration 20F: 3 clusters Score -1.00464e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 75414 members 
Entering Unmasked Estep 
Score: -10046954.000000 Penalty: 5572.334961
	Iteration 21Q: 3 clusters Score -1.004695e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 75375 members 
Entering Unmasked Estep 
Score: -10047220.000000 Penalty: 5572.334961
	Iteration 22Q: 3 clusters Score -1.004722e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 75377 members 
Entering Unmasked Estep 
Score: -10047322.000000 Penalty: 5572.334961
	Iteration 23Q: 3 clusters Score -1.004732e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 75398 members 
Entering Unmasked Estep 
Score: -10047418.000000 Penalty: 5572.334961
	Iteration 24Q: 3 clusters Score -1.004742e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 75409 members 
Entering Unmasked Estep 
Score: -10047455.000000 Penalty: 5572.334961
	Iteration 25Q: 3 clusters Score -1.004746e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 75414 members 
Entering Unmasked Estep 
Score: -10047466.000000 Penalty: 5572.334961
	Iteration 26Q: 3 clusters Score -1.004747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 75415 members 
Entering Unmasked Estep 
Score: -10047484.000000 Penalty: 5572.334961
	Iteration 27Q: 3 clusters Score -1.004748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 75416 members 
Entering Unmasked Estep 
Score: -10047489.000000 Penalty: 5572.334961
	Iteration 28Q: 3 clusters Score -1.004749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 75419 members 
Entering Unmasked Estep 
Score: -10047484.000000 Penalty: 5572.334961
	Iteration 29Q: 3 clusters Score -1.004748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 75420 members 
Entering Unmasked Estep 
Score: -10047485.000000 Penalty: 5572.334961
	Iteration 30Q: 3 clusters Score -1.004748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 75421 members 
Entering Unmasked Estep 
Score: -10047493.000000 Penalty: 5572.334961
	Iteration 31Q: 3 clusters Score -1.004749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 75422 members 
Entering Unmasked Estep 
Score: -10047491.000000 Penalty: 5572.334961
	Iteration 32Q: 3 clusters Score -1.004749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 75424 members 
Entering Unmasked Estep 
Score: -10047494.000000 Penalty: 5572.334961
	Iteration 33Q: 3 clusters Score -1.004749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 75426 members 
Entering Unmasked Estep 
Score: -10047505.000000 Penalty: 5572.334961
	Iteration 34Q: 3 clusters Score -1.00475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 75428 members 
Entering Unmasked Estep 
Score: -10047500.000000 Penalty: 5572.334961
	Iteration 35Q: 3 clusters Score -1.00475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 75427 members 
Entering Unmasked Estep 
Score: -10047506.000000 Penalty: 5572.334961
	Iteration 36Q: 3 clusters Score -1.004751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 75427 members 
Entering Unmasked Estep 
Score: -10047810.000000 Penalty: 5572.334961
	Iteration 37F: 3 clusters Score -1.004781e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 75351 members 
Entering Unmasked Estep 
Score: -10047994.000000 Penalty: 5572.334961
	Iteration 38Q: 3 clusters Score -1.004799e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 75306 members 
Entering Unmasked Estep 
Score: -10048070.000000 Penalty: 5572.334961
	Iteration 39Q: 3 clusters Score -1.004807e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 75283 members 
Entering Unmasked Estep 
Score: -10048114.000000 Penalty: 5572.334961
	Iteration 40F: 3 clusters Score -1.004811e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 75272 members 
Entering Unmasked Estep 
Score: -10048135.000000 Penalty: 5572.334961
	Iteration 41Q: 3 clusters Score -1.004814e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 75257 members 
Entering Unmasked Estep 
Score: -10048162.000000 Penalty: 5572.334961
	Iteration 42Q: 3 clusters Score -1.004816e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 75251 members 
Entering Unmasked Estep 
Score: -10048172.000000 Penalty: 5572.334961
	Iteration 43Q: 3 clusters Score -1.004817e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 75244 members 
Entering Unmasked Estep 
Score: -10048187.000000 Penalty: 5572.334961
	Iteration 44Q: 3 clusters Score -1.004819e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 75231 members 
Entering Unmasked Estep 
Score: -10048218.000000 Penalty: 5572.334961
	Iteration 45Q: 3 clusters Score -1.004822e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 75221 members 
Entering Unmasked Estep 
Score: -10048230.000000 Penalty: 5572.334961
	Iteration 46Q: 3 clusters Score -1.004823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 75221 members 
Entering Unmasked Estep 
Score: -10048232.000000 Penalty: 5572.334961
	Iteration 47Q: 3 clusters Score -1.004823e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 75223 members 
Entering Unmasked Estep 
Score: -10048238.000000 Penalty: 5572.334961
	Iteration 48Q: 3 clusters Score -1.004824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 75220 members 
Entering Unmasked Estep 
Score: -10048236.000000 Penalty: 5572.334961
	Iteration 49Q: 3 clusters Score -1.004824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 75218 members 
Entering Unmasked Estep 
Score: -10048240.000000 Penalty: 5572.334961
	Iteration 50Q: 3 clusters Score -1.004824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 75218 members 
Entering Unmasked Estep 
Score: -10048237.000000 Penalty: 5572.334961
	Iteration 51Q: 3 clusters Score -1.004824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 75218 members 
Entering Unmasked Estep 
Score: -10048237.000000 Penalty: 5572.334961
	Iteration 52F: 3 clusters Score -1.004824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 75218 members 
Mstep: Class 3 contains 134205 members 
Mstep: Class 4 contains 74024 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 114842 members 
Mstep: Class 9 contains 144764 members 
Mstep: Class 10 contains 160387 members 
Mstep: Class 11 contains 156013 members 
Mstep: Class 13 contains 3070 members 
Mstep: Class 14 contains 3156 members 
Mstep: Class 16 contains 45376 members 
Mstep: Class 17 contains 148532 members 
Mstep: Class 18 contains 151464 members 
Mstep: Class 19 contains 162558 members 
Mstep: Class 20 contains 2922 members 
Entering Unmasked Estep 
Score: -180389536.000000 Penalty: 56099.433594
Splitting cluster 5 changes total score from -180388768.000000 to -180389536.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 6 (114842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114842 members 
Entering Unmasked Estep 
Score: -14739760.000000 Penalty: 2889.525635
	Iteration 0F: 2 clusters Score -1.473976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57280 members 
Mstep: Class 2 contains 57562 members 
Entering Unmasked Estep 
Score: -14663091.000000 Penalty: 5779.051270
	Iteration 0F: 3 clusters Score -1.466309e+07 nChanged 54529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57475 members 
Mstep: Class 2 contains 57367 members 
Entering Unmasked Estep 
Score: -14698191.000000 Penalty: 5779.051270
	Iteration 1F: 3 clusters Score -1.469819e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 55464 members 
Entering Unmasked Estep 
Score: -14705280.000000 Penalty: 5779.051270
	Iteration 2F: 3 clusters Score -1.470528e+07 nChanged 10227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63903 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -14713342.000000 Penalty: 5779.051270
	Iteration 3F: 3 clusters Score -1.471334e+07 nChanged 11228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71053 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -14721595.000000 Penalty: 5779.051270
	Iteration 4F: 3 clusters Score -1.47216e+07 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79389 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -14729605.000000 Penalty: 5779.051270
	Iteration 5F: 3 clusters Score -1.47296e+07 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87349 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -14737001.000000 Penalty: 5779.051270
	Iteration 6F: 3 clusters Score -1.4737e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93645 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -14743222.000000 Penalty: 5779.051270
	Iteration 7F: 3 clusters Score -1.474322e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98046 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -14747787.000000 Penalty: 5779.051270
	Iteration 8Q: 3 clusters Score -1.474779e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100662 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -14749471.000000 Penalty: 5779.051270
	Iteration 9Q: 3 clusters Score -1.474947e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102442 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -14750210.000000 Penalty: 5779.051270
	Iteration 10Q: 3 clusters Score -1.475021e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103703 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -14750682.000000 Penalty: 5779.051270
	Iteration 11Q: 3 clusters Score -1.475068e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104579 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -14750847.000000 Penalty: 5779.051270
	Iteration 12Q: 3 clusters Score -1.475085e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105193 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -14750939.000000 Penalty: 5779.051270
	Iteration 13Q: 3 clusters Score -1.475094e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105602 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -14751062.000000 Penalty: 5779.051270
	Iteration 14Q: 3 clusters Score -1.475106e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105912 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -14751092.000000 Penalty: 5779.051270
	Iteration 15Q: 3 clusters Score -1.475109e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106126 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -14751104.000000 Penalty: 5779.051270
	Iteration 16Q: 3 clusters Score -1.47511e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106265 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -14751112.000000 Penalty: 5779.051270
	Iteration 17Q: 3 clusters Score -1.475111e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106359 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -14751137.000000 Penalty: 5779.051270
	Iteration 18Q: 3 clusters Score -1.475114e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106429 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -14751133.000000 Penalty: 5779.051270
	Iteration 19Q: 3 clusters Score -1.475113e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106480 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -14751149.000000 Penalty: 5779.051270
	Iteration 20F: 3 clusters Score -1.475115e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106526 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -14751157.000000 Penalty: 5779.051270
	Iteration 21Q: 3 clusters Score -1.475116e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106555 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -14751154.000000 Penalty: 5779.051270
	Iteration 22Q: 3 clusters Score -1.475115e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106581 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -14751138.000000 Penalty: 5779.051270
	Iteration 23Q: 3 clusters Score -1.475114e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106607 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -14751141.000000 Penalty: 5779.051270
	Iteration 24Q: 3 clusters Score -1.475114e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106626 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -14751142.000000 Penalty: 5779.051270
	Iteration 25Q: 3 clusters Score -1.475114e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106646 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -14751158.000000 Penalty: 5779.051270
	Iteration 26Q: 3 clusters Score -1.475116e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106662 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -14751167.000000 Penalty: 5779.051270
	Iteration 27Q: 3 clusters Score -1.475117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106672 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -14751159.000000 Penalty: 5779.051270
	Iteration 28Q: 3 clusters Score -1.475116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106682 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -14751158.000000 Penalty: 5779.051270
	Iteration 29Q: 3 clusters Score -1.475116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106687 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -14751161.000000 Penalty: 5779.051270
	Iteration 30Q: 3 clusters Score -1.475116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106694 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -14751154.000000 Penalty: 5779.051270
	Iteration 31Q: 3 clusters Score -1.475115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106697 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -14751158.000000 Penalty: 5779.051270
	Iteration 32Q: 3 clusters Score -1.475116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106699 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -14751154.000000 Penalty: 5779.051270
	Iteration 33Q: 3 clusters Score -1.475115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106701 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -14751163.000000 Penalty: 5779.051270
	Iteration 34Q: 3 clusters Score -1.475116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106701 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -14751163.000000 Penalty: 5779.051270
	Iteration 35F: 3 clusters Score -1.475116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 75218 members 
Mstep: Class 3 contains 134205 members 
Mstep: Class 4 contains 74024 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 106701 members 
Mstep: Class 7 contains 8141 members 
Mstep: Class 9 contains 144764 members 
Mstep: Class 10 contains 160387 members 
Mstep: Class 11 contains 156013 members 
Mstep: Class 13 contains 3070 members 
Mstep: Class 14 contains 3156 members 
Mstep: Class 16 contains 45376 members 
Mstep: Class 17 contains 148532 members 
Mstep: Class 18 contains 151464 members 
Mstep: Class 19 contains 162558 members 
Mstep: Class 20 contains 2922 members 
Entering Unmasked Estep 
Score: -180400944.000000 Penalty: 59605.648438
Splitting cluster 6 changes total score from -180388768.000000 to -180400944.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 9 (144764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144764 members 
Entering Unmasked Estep 
Score: -19397558.000000 Penalty: 2946.949219
	Iteration 0F: 2 clusters Score -1.939756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72551 members 
Mstep: Class 2 contains 72213 members 
Entering Unmasked Estep 
Score: -19301506.000000 Penalty: 5893.898438
	Iteration 0F: 3 clusters Score -1.930151e+07 nChanged 69446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73975 members 
Mstep: Class 2 contains 70789 members 
Entering Unmasked Estep 
Score: -19341108.000000 Penalty: 5893.898438
	Iteration 1F: 3 clusters Score -1.934111e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74957 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -19341854.000000 Penalty: 5893.898438
	Iteration 2Q: 3 clusters Score -1.934185e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 68273 members 
Entering Unmasked Estep 
Score: -19343170.000000 Penalty: 5893.898438
	Iteration 3Q: 3 clusters Score -1.934317e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78627 members 
Mstep: Class 2 contains 66137 members 
Entering Unmasked Estep 
Score: -19345288.000000 Penalty: 5893.898438
	Iteration 4Q: 3 clusters Score -1.934529e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81587 members 
Mstep: Class 2 contains 63177 members 
Entering Unmasked Estep 
Score: -19348418.000000 Penalty: 5893.898438
	Iteration 5Q: 3 clusters Score -1.934842e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85423 members 
Mstep: Class 2 contains 59341 members 
Entering Unmasked Estep 
Score: -19353060.000000 Penalty: 5893.898438
	Iteration 6F: 3 clusters Score -1.935306e+07 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90022 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -19359224.000000 Penalty: 5893.898438
	Iteration 7F: 3 clusters Score -1.935922e+07 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94994 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -19365450.000000 Penalty: 5893.898438
	Iteration 8F: 3 clusters Score -1.936545e+07 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99925 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -19371142.000000 Penalty: 5893.898438
	Iteration 9F: 3 clusters Score -1.937114e+07 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104596 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -19375372.000000 Penalty: 5893.898438
	Iteration 10Q: 3 clusters Score -1.937537e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108875 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -19378742.000000 Penalty: 5893.898438
	Iteration 11Q: 3 clusters Score -1.937874e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112768 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -19381254.000000 Penalty: 5893.898438
	Iteration 12Q: 3 clusters Score -1.938125e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116450 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -19383200.000000 Penalty: 5893.898438
	Iteration 13Q: 3 clusters Score -1.93832e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119927 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -19384942.000000 Penalty: 5893.898438
	Iteration 14Q: 3 clusters Score -1.938494e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123235 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -19386512.000000 Penalty: 5893.898438
	Iteration 15Q: 3 clusters Score -1.938651e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126383 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -19387844.000000 Penalty: 5893.898438
	Iteration 16Q: 3 clusters Score -1.938784e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129300 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -19389144.000000 Penalty: 5893.898438
	Iteration 17Q: 3 clusters Score -1.938914e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131944 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -19390268.000000 Penalty: 5893.898438
	Iteration 18Q: 3 clusters Score -1.939027e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134215 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -19391310.000000 Penalty: 5893.898438
	Iteration 19Q: 3 clusters Score -1.939131e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136262 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -19392096.000000 Penalty: 5893.898438
	Iteration 20F: 3 clusters Score -1.93921e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137961 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -19392838.000000 Penalty: 5893.898438
	Iteration 21Q: 3 clusters Score -1.939284e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139258 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -19393302.000000 Penalty: 5893.898438
	Iteration 22Q: 3 clusters Score -1.93933e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140284 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -19393784.000000 Penalty: 5893.898438
	Iteration 23Q: 3 clusters Score -1.939378e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141064 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -19394126.000000 Penalty: 5893.898438
	Iteration 24Q: 3 clusters Score -1.939413e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141618 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -19394328.000000 Penalty: 5893.898438
	Iteration 25Q: 3 clusters Score -1.939433e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142013 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -19394588.000000 Penalty: 5893.898438
	Iteration 26Q: 3 clusters Score -1.939459e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142336 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -19394726.000000 Penalty: 5893.898438
	Iteration 27Q: 3 clusters Score -1.939473e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142589 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -19394870.000000 Penalty: 5893.898438
	Iteration 28Q: 3 clusters Score -1.939487e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142765 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -19394948.000000 Penalty: 5893.898438
	Iteration 29Q: 3 clusters Score -1.939495e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142909 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -19395046.000000 Penalty: 5893.898438
	Iteration 30Q: 3 clusters Score -1.939505e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143030 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -19395086.000000 Penalty: 5893.898438
	Iteration 31Q: 3 clusters Score -1.939509e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143108 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -19395146.000000 Penalty: 5893.898438
	Iteration 32Q: 3 clusters Score -1.939515e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143171 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -19395170.000000 Penalty: 5893.898438
	Iteration 33Q: 3 clusters Score -1.939517e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143219 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -19395166.000000 Penalty: 5893.898438
	Iteration 34Q: 3 clusters Score -1.939517e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143259 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -19395194.000000 Penalty: 5893.898438
	Iteration 35Q: 3 clusters Score -1.939519e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143286 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -19395204.000000 Penalty: 5893.898438
	Iteration 36Q: 3 clusters Score -1.93952e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143308 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -19395216.000000 Penalty: 5893.898438
	Iteration 37Q: 3 clusters Score -1.939522e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143329 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -19395218.000000 Penalty: 5893.898438
	Iteration 38Q: 3 clusters Score -1.939522e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143348 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -19395228.000000 Penalty: 5893.898438
	Iteration 39Q: 3 clusters Score -1.939523e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143371 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -19395244.000000 Penalty: 5893.898438
	Iteration 40F: 3 clusters Score -1.939524e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143392 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -19395250.000000 Penalty: 5893.898438
	Iteration 41Q: 3 clusters Score -1.939525e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143415 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -19395250.000000 Penalty: 5893.898438
	Iteration 42Q: 3 clusters Score -1.939525e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143424 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -19395248.000000 Penalty: 5893.898438
	Iteration 43Q: 3 clusters Score -1.939525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143432 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -19395250.000000 Penalty: 5893.898438
	Iteration 44Q: 3 clusters Score -1.939525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143433 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -19395260.000000 Penalty: 5893.898438
	Iteration 45Q: 3 clusters Score -1.939526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143436 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -19395268.000000 Penalty: 5893.898438
	Iteration 46Q: 3 clusters Score -1.939527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143440 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -19395274.000000 Penalty: 5893.898438
	Iteration 47Q: 3 clusters Score -1.939527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143445 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -19395262.000000 Penalty: 5893.898438
	Iteration 48Q: 3 clusters Score -1.939526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143453 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -19395254.000000 Penalty: 5893.898438
	Iteration 49Q: 3 clusters Score -1.939525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143465 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -19395254.000000 Penalty: 5893.898438
	Iteration 50Q: 3 clusters Score -1.939525e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143474 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -19395256.000000 Penalty: 5893.898438
	Iteration 51Q: 3 clusters Score -1.939526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143476 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -19395266.000000 Penalty: 5893.898438
	Iteration 52Q: 3 clusters Score -1.939527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143478 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -19395264.000000 Penalty: 5893.898438
	Iteration 53Q: 3 clusters Score -1.939526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143485 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -19395272.000000 Penalty: 5893.898438
	Iteration 54Q: 3 clusters Score -1.939527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143494 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -19395274.000000 Penalty: 5893.898438
	Iteration 55Q: 3 clusters Score -1.939527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143499 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -19395282.000000 Penalty: 5893.898438
	Iteration 56Q: 3 clusters Score -1.939528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143512 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -19395284.000000 Penalty: 5893.898438
	Iteration 57Q: 3 clusters Score -1.939528e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143519 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -19395280.000000 Penalty: 5893.898438
	Iteration 58Q: 3 clusters Score -1.939528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143525 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -19395284.000000 Penalty: 5893.898438
	Iteration 59Q: 3 clusters Score -1.939528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143529 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -19395310.000000 Penalty: 5893.898438
	Iteration 60F: 3 clusters Score -1.939531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143536 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -19395290.000000 Penalty: 5893.898438
	Iteration 61Q: 3 clusters Score -1.939529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143541 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -19395302.000000 Penalty: 5893.898438
	Iteration 62Q: 3 clusters Score -1.93953e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143551 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -19395310.000000 Penalty: 5893.898438
	Iteration 63Q: 3 clusters Score -1.939531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143556 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -19395314.000000 Penalty: 5893.898438
	Iteration 64Q: 3 clusters Score -1.939531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143563 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -19395310.000000 Penalty: 5893.898438
	Iteration 65Q: 3 clusters Score -1.939531e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143568 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -19395322.000000 Penalty: 5893.898438
	Iteration 66Q: 3 clusters Score -1.939532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143571 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -19395322.000000 Penalty: 5893.898438
	Iteration 67Q: 3 clusters Score -1.939532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143571 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -19395306.000000 Penalty: 5893.898438
	Iteration 68Q: 3 clusters Score -1.939531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143574 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -19395308.000000 Penalty: 5893.898438
	Iteration 69Q: 3 clusters Score -1.939531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143577 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -19395312.000000 Penalty: 5893.898438
	Iteration 70Q: 3 clusters Score -1.939531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143581 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -19395318.000000 Penalty: 5893.898438
	Iteration 71Q: 3 clusters Score -1.939532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143588 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -19395322.000000 Penalty: 5893.898438
	Iteration 72Q: 3 clusters Score -1.939532e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143603 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -19395338.000000 Penalty: 5893.898438
	Iteration 73Q: 3 clusters Score -1.939534e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143608 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -19395332.000000 Penalty: 5893.898438
	Iteration 74Q: 3 clusters Score -1.939533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143614 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -19395338.000000 Penalty: 5893.898438
	Iteration 75Q: 3 clusters Score -1.939534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143621 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -19395340.000000 Penalty: 5893.898438
	Iteration 76Q: 3 clusters Score -1.939534e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143626 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -19395338.000000 Penalty: 5893.898438
	Iteration 77Q: 3 clusters Score -1.939534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143632 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -19395346.000000 Penalty: 5893.898438
	Iteration 78Q: 3 clusters Score -1.939535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143631 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -19395330.000000 Penalty: 5893.898438
	Iteration 79Q: 3 clusters Score -1.939533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143635 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -19395346.000000 Penalty: 5893.898438
	Iteration 80F: 3 clusters Score -1.939535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143637 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -19395338.000000 Penalty: 5893.898438
	Iteration 81Q: 3 clusters Score -1.939534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143639 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -19395348.000000 Penalty: 5893.898438
	Iteration 82Q: 3 clusters Score -1.939535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143642 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -19395354.000000 Penalty: 5893.898438
	Iteration 83Q: 3 clusters Score -1.939535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143646 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -19395352.000000 Penalty: 5893.898438
	Iteration 84Q: 3 clusters Score -1.939535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143648 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -19395360.000000 Penalty: 5893.898438
	Iteration 85Q: 3 clusters Score -1.939536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143651 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -19395366.000000 Penalty: 5893.898438
	Iteration 86Q: 3 clusters Score -1.939537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143654 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -19395364.000000 Penalty: 5893.898438
	Iteration 87Q: 3 clusters Score -1.939536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143656 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -19395362.000000 Penalty: 5893.898438
	Iteration 88Q: 3 clusters Score -1.939536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143658 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -19395358.000000 Penalty: 5893.898438
	Iteration 89Q: 3 clusters Score -1.939536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143656 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -19395362.000000 Penalty: 5893.898438
	Iteration 90Q: 3 clusters Score -1.939536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143657 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -19395360.000000 Penalty: 5893.898438
	Iteration 91Q: 3 clusters Score -1.939536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143658 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -19395362.000000 Penalty: 5893.898438
	Iteration 92Q: 3 clusters Score -1.939536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143660 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -19395360.000000 Penalty: 5893.898438
	Iteration 93Q: 3 clusters Score -1.939536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143660 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -19395374.000000 Penalty: 5893.898438
	Iteration 94Q: 3 clusters Score -1.939537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143662 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -19395388.000000 Penalty: 5893.898438
	Iteration 95Q: 3 clusters Score -1.939539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143663 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -19395382.000000 Penalty: 5893.898438
	Iteration 96Q: 3 clusters Score -1.939538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143663 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -19395382.000000 Penalty: 5893.898438
	Iteration 97F: 3 clusters Score -1.939538e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (160387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160387 members 
Entering Unmasked Estep 
Score: -21216012.000000 Penalty: 2972.365479
	Iteration 0F: 2 clusters Score -2.121601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80036 members 
Mstep: Class 2 contains 80351 members 
Entering Unmasked Estep 
Score: -21109312.000000 Penalty: 5944.730957
	Iteration 0F: 3 clusters Score -2.110931e+07 nChanged 76586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79050 members 
Mstep: Class 2 contains 81337 members 
Entering Unmasked Estep 
Score: -21154312.000000 Penalty: 5944.730957
	Iteration 1F: 3 clusters Score -2.115431e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78370 members 
Mstep: Class 2 contains 82017 members 
Entering Unmasked Estep 
Score: -21155076.000000 Penalty: 5944.730957
	Iteration 2Q: 3 clusters Score -2.115508e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77322 members 
Mstep: Class 2 contains 83065 members 
Entering Unmasked Estep 
Score: -21156060.000000 Penalty: 5944.730957
	Iteration 3Q: 3 clusters Score -2.115606e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75759 members 
Mstep: Class 2 contains 84628 members 
Entering Unmasked Estep 
Score: -21157312.000000 Penalty: 5944.730957
	Iteration 4Q: 3 clusters Score -2.115731e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73594 members 
Mstep: Class 2 contains 86793 members 
Entering Unmasked Estep 
Score: -21159176.000000 Penalty: 5944.730957
	Iteration 5Q: 3 clusters Score -2.115918e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70634 members 
Mstep: Class 2 contains 89753 members 
Entering Unmasked Estep 
Score: -21162046.000000 Penalty: 5944.730957
	Iteration 6Q: 3 clusters Score -2.116205e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66746 members 
Mstep: Class 2 contains 93641 members 
Entering Unmasked Estep 
Score: -21166464.000000 Penalty: 5944.730957
	Iteration 7Q: 3 clusters Score -2.116646e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62169 members 
Mstep: Class 2 contains 98218 members 
Entering Unmasked Estep 
Score: -21171896.000000 Penalty: 5944.730957
	Iteration 8F: 3 clusters Score -2.11719e+07 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56998 members 
Mstep: Class 2 contains 103389 members 
Entering Unmasked Estep 
Score: -21177472.000000 Penalty: 5944.730957
	Iteration 9F: 3 clusters Score -2.117747e+07 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 108881 members 
Entering Unmasked Estep 
Score: -21182886.000000 Penalty: 5944.730957
	Iteration 10F: 3 clusters Score -2.118289e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 114230 members 
Entering Unmasked Estep 
Score: -21187616.000000 Penalty: 5944.730957
	Iteration 11F: 3 clusters Score -2.118762e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 119024 members 
Entering Unmasked Estep 
Score: -21191410.000000 Penalty: 5944.730957
	Iteration 12Q: 3 clusters Score -2.119141e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 123339 members 
Entering Unmasked Estep 
Score: -21194318.000000 Penalty: 5944.730957
	Iteration 13Q: 3 clusters Score -2.119432e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 127246 members 
Entering Unmasked Estep 
Score: -21196778.000000 Penalty: 5944.730957
	Iteration 14Q: 3 clusters Score -2.119678e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 130964 members 
Entering Unmasked Estep 
Score: -21198448.000000 Penalty: 5944.730957
	Iteration 15Q: 3 clusters Score -2.119845e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 134526 members 
Entering Unmasked Estep 
Score: -21199964.000000 Penalty: 5944.730957
	Iteration 16Q: 3 clusters Score -2.119996e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 138075 members 
Entering Unmasked Estep 
Score: -21201476.000000 Penalty: 5944.730957
	Iteration 17Q: 3 clusters Score -2.120148e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 141549 members 
Entering Unmasked Estep 
Score: -21203204.000000 Penalty: 5944.730957
	Iteration 18Q: 3 clusters Score -2.12032e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 144843 members 
Entering Unmasked Estep 
Score: -21205010.000000 Penalty: 5944.730957
	Iteration 19Q: 3 clusters Score -2.120501e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 147838 members 
Entering Unmasked Estep 
Score: -21206758.000000 Penalty: 5944.730957
	Iteration 20F: 3 clusters Score -2.120676e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 150429 members 
Entering Unmasked Estep 
Score: -21208124.000000 Penalty: 5944.730957
	Iteration 21Q: 3 clusters Score -2.120812e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 152727 members 
Entering Unmasked Estep 
Score: -21209434.000000 Penalty: 5944.730957
	Iteration 22Q: 3 clusters Score -2.120943e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 154628 members 
Entering Unmasked Estep 
Score: -21210502.000000 Penalty: 5944.730957
	Iteration 23Q: 3 clusters Score -2.12105e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 156127 members 
Entering Unmasked Estep 
Score: -21211346.000000 Penalty: 5944.730957
	Iteration 24Q: 3 clusters Score -2.121135e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 157282 members 
Entering Unmasked Estep 
Score: -21211930.000000 Penalty: 5944.730957
	Iteration 25Q: 3 clusters Score -2.121193e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 158101 members 
Entering Unmasked Estep 
Score: -21212286.000000 Penalty: 5944.730957
	Iteration 26Q: 3 clusters Score -2.121229e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 158674 members 
Entering Unmasked Estep 
Score: -21212592.000000 Penalty: 5944.730957
	Iteration 27Q: 3 clusters Score -2.121259e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 159100 members 
Entering Unmasked Estep 
Score: -21212850.000000 Penalty: 5944.730957
	Iteration 28Q: 3 clusters Score -2.121285e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 159357 members 
Entering Unmasked Estep 
Score: -21213052.000000 Penalty: 5944.730957
	Iteration 29Q: 3 clusters Score -2.121305e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 159527 members 
Entering Unmasked Estep 
Score: -21213136.000000 Penalty: 5944.730957
	Iteration 30Q: 3 clusters Score -2.121314e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 159631 members 
Entering Unmasked Estep 
Score: -21213252.000000 Penalty: 5944.730957
	Iteration 31Q: 3 clusters Score -2.121325e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 159708 members 
Entering Unmasked Estep 
Score: -21213328.000000 Penalty: 5944.730957
	Iteration 32Q: 3 clusters Score -2.121333e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 159760 members 
Entering Unmasked Estep 
Score: -21213362.000000 Penalty: 5944.730957
	Iteration 33Q: 3 clusters Score -2.121336e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 159789 members 
Entering Unmasked Estep 
Score: -21213398.000000 Penalty: 5944.730957
	Iteration 34Q: 3 clusters Score -2.12134e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 159816 members 
Entering Unmasked Estep 
Score: -21213434.000000 Penalty: 5944.730957
	Iteration 35Q: 3 clusters Score -2.121343e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 159831 members 
Entering Unmasked Estep 
Score: -21213466.000000 Penalty: 5944.730957
	Iteration 36Q: 3 clusters Score -2.121347e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 159847 members 
Entering Unmasked Estep 
Score: -21213472.000000 Penalty: 5944.730957
	Iteration 37Q: 3 clusters Score -2.121347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 159854 members 
Entering Unmasked Estep 
Score: -21213486.000000 Penalty: 5944.730957
	Iteration 38Q: 3 clusters Score -2.121349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 159858 members 
Entering Unmasked Estep 
Score: -21213484.000000 Penalty: 5944.730957
	Iteration 39Q: 3 clusters Score -2.121348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 159861 members 
Entering Unmasked Estep 
Score: -21213490.000000 Penalty: 5944.730957
	Iteration 40F: 3 clusters Score -2.121349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 159866 members 
Entering Unmasked Estep 
Score: -21213508.000000 Penalty: 5944.730957
	Iteration 41Q: 3 clusters Score -2.121351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 159872 members 
Entering Unmasked Estep 
Score: -21213512.000000 Penalty: 5944.730957
	Iteration 42Q: 3 clusters Score -2.121351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 159880 members 
Entering Unmasked Estep 
Score: -21213510.000000 Penalty: 5944.730957
	Iteration 43Q: 3 clusters Score -2.121351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 159883 members 
Entering Unmasked Estep 
Score: -21213506.000000 Penalty: 5944.730957
	Iteration 44Q: 3 clusters Score -2.121351e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 159887 members 
Entering Unmasked Estep 
Score: -21213506.000000 Penalty: 5944.730957
	Iteration 45Q: 3 clusters Score -2.121351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 159892 members 
Entering Unmasked Estep 
Score: -21213520.000000 Penalty: 5944.730957
	Iteration 46Q: 3 clusters Score -2.121352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 159892 members 
Entering Unmasked Estep 
Score: -21213520.000000 Penalty: 5944.730957
	Iteration 47F: 3 clusters Score -2.121352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (156013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156013 members 
Entering Unmasked Estep 
Score: -20983582.000000 Penalty: 2965.508301
	Iteration 0F: 2 clusters Score -2.098358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78033 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -20880444.000000 Penalty: 5931.016602
	Iteration 0F: 3 clusters Score -2.088044e+07 nChanged 74534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78949 members 
Mstep: Class 2 contains 77064 members 
Entering Unmasked Estep 
Score: -20923678.000000 Penalty: 5931.016602
	Iteration 1F: 3 clusters Score -2.092368e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79757 members 
Mstep: Class 2 contains 76256 members 
Entering Unmasked Estep 
Score: -20924434.000000 Penalty: 5931.016602
	Iteration 2Q: 3 clusters Score -2.092443e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Mstep: Class 2 contains 75047 members 
Entering Unmasked Estep 
Score: -20925496.000000 Penalty: 5931.016602
	Iteration 3Q: 3 clusters Score -2.09255e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82788 members 
Mstep: Class 2 contains 73225 members 
Entering Unmasked Estep 
Score: -20926904.000000 Penalty: 5931.016602
	Iteration 4Q: 3 clusters Score -2.09269e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85375 members 
Mstep: Class 2 contains 70638 members 
Entering Unmasked Estep 
Score: -20928948.000000 Penalty: 5931.016602
	Iteration 5Q: 3 clusters Score -2.092895e+07 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89031 members 
Mstep: Class 2 contains 66982 members 
Entering Unmasked Estep 
Score: -20932068.000000 Penalty: 5931.016602
	Iteration 6Q: 3 clusters Score -2.093207e+07 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93877 members 
Mstep: Class 2 contains 62136 members 
Entering Unmasked Estep 
Score: -20937244.000000 Penalty: 5931.016602
	Iteration 7F: 3 clusters Score -2.093724e+07 nChanged 10296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99721 members 
Mstep: Class 2 contains 56292 members 
Entering Unmasked Estep 
Score: -20944860.000000 Penalty: 5931.016602
	Iteration 8F: 3 clusters Score -2.094486e+07 nChanged 10824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105253 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -20953584.000000 Penalty: 5931.016602
	Iteration 9F: 3 clusters Score -2.095358e+07 nChanged 9758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109419 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -20960492.000000 Penalty: 5931.016602
	Iteration 10F: 3 clusters Score -2.096049e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112126 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -20964198.000000 Penalty: 5931.016602
	Iteration 11Q: 3 clusters Score -2.09642e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114274 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -20965942.000000 Penalty: 5931.016602
	Iteration 12Q: 3 clusters Score -2.096594e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116335 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -20967050.000000 Penalty: 5931.016602
	Iteration 13Q: 3 clusters Score -2.096705e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118357 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -20968174.000000 Penalty: 5931.016602
	Iteration 14Q: 3 clusters Score -2.096817e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120338 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -20969244.000000 Penalty: 5931.016602
	Iteration 15Q: 3 clusters Score -2.096924e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122282 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -20970240.000000 Penalty: 5931.016602
	Iteration 16Q: 3 clusters Score -2.097024e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124144 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -20971170.000000 Penalty: 5931.016602
	Iteration 17Q: 3 clusters Score -2.097117e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125988 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -20972060.000000 Penalty: 5931.016602
	Iteration 18Q: 3 clusters Score -2.097206e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127793 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -20972872.000000 Penalty: 5931.016602
	Iteration 19Q: 3 clusters Score -2.097287e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129469 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -20973640.000000 Penalty: 5931.016602
	Iteration 20F: 3 clusters Score -2.097364e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131113 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -20974354.000000 Penalty: 5931.016602
	Iteration 21Q: 3 clusters Score -2.097435e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132716 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -20975038.000000 Penalty: 5931.016602
	Iteration 22Q: 3 clusters Score -2.097504e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134272 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -20975650.000000 Penalty: 5931.016602
	Iteration 23Q: 3 clusters Score -2.097565e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135758 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -20976350.000000 Penalty: 5931.016602
	Iteration 24Q: 3 clusters Score -2.097635e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137166 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -20976830.000000 Penalty: 5931.016602
	Iteration 25Q: 3 clusters Score -2.097683e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138487 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -20977374.000000 Penalty: 5931.016602
	Iteration 26Q: 3 clusters Score -2.097737e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139719 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -20977928.000000 Penalty: 5931.016602
	Iteration 27Q: 3 clusters Score -2.097793e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140836 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -20978282.000000 Penalty: 5931.016602
	Iteration 28Q: 3 clusters Score -2.097828e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141891 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -20978662.000000 Penalty: 5931.016602
	Iteration 29Q: 3 clusters Score -2.097866e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142880 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -20979100.000000 Penalty: 5931.016602
	Iteration 30Q: 3 clusters Score -2.09791e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143791 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -20979476.000000 Penalty: 5931.016602
	Iteration 31Q: 3 clusters Score -2.097948e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144669 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -20979694.000000 Penalty: 5931.016602
	Iteration 32Q: 3 clusters Score -2.097969e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145428 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -20979878.000000 Penalty: 5931.016602
	Iteration 33Q: 3 clusters Score -2.097988e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146192 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -20980122.000000 Penalty: 5931.016602
	Iteration 34Q: 3 clusters Score -2.098012e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146931 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -20980412.000000 Penalty: 5931.016602
	Iteration 35Q: 3 clusters Score -2.098041e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147629 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -20980702.000000 Penalty: 5931.016602
	Iteration 36Q: 3 clusters Score -2.09807e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148276 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -20980850.000000 Penalty: 5931.016602
	Iteration 37Q: 3 clusters Score -2.098085e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148852 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -20981066.000000 Penalty: 5931.016602
	Iteration 38Q: 3 clusters Score -2.098107e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149403 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -20981096.000000 Penalty: 5931.016602
	Iteration 39Q: 3 clusters Score -2.09811e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149901 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -20981202.000000 Penalty: 5931.016602
	Iteration 40F: 3 clusters Score -2.09812e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150359 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -20981208.000000 Penalty: 5931.016602
	Iteration 41Q: 3 clusters Score -2.098121e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150751 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -20981288.000000 Penalty: 5931.016602
	Iteration 42Q: 3 clusters Score -2.098129e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151069 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -20981326.000000 Penalty: 5931.016602
	Iteration 43Q: 3 clusters Score -2.098133e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151382 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -20981354.000000 Penalty: 5931.016602
	Iteration 44Q: 3 clusters Score -2.098135e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151671 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -20981388.000000 Penalty: 5931.016602
	Iteration 45Q: 3 clusters Score -2.098139e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151948 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -20981502.000000 Penalty: 5931.016602
	Iteration 46Q: 3 clusters Score -2.09815e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152202 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -20981524.000000 Penalty: 5931.016602
	Iteration 47Q: 3 clusters Score -2.098152e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152426 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -20981588.000000 Penalty: 5931.016602
	Iteration 48Q: 3 clusters Score -2.098159e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152617 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -20981620.000000 Penalty: 5931.016602
	Iteration 49Q: 3 clusters Score -2.098162e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152784 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -20981604.000000 Penalty: 5931.016602
	Iteration 50Q: 3 clusters Score -2.09816e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152933 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -20981674.000000 Penalty: 5931.016602
	Iteration 51Q: 3 clusters Score -2.098167e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153066 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -20981686.000000 Penalty: 5931.016602
	Iteration 52Q: 3 clusters Score -2.098169e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153180 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -20981712.000000 Penalty: 5931.016602
	Iteration 53Q: 3 clusters Score -2.098171e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153278 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -20981732.000000 Penalty: 5931.016602
	Iteration 54Q: 3 clusters Score -2.098173e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153379 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -20981772.000000 Penalty: 5931.016602
	Iteration 55Q: 3 clusters Score -2.098177e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153470 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -20981784.000000 Penalty: 5931.016602
	Iteration 56Q: 3 clusters Score -2.098178e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153547 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -20981778.000000 Penalty: 5931.016602
	Iteration 57Q: 3 clusters Score -2.098178e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153631 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -20981786.000000 Penalty: 5931.016602
	Iteration 58Q: 3 clusters Score -2.098179e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153705 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -20981768.000000 Penalty: 5931.016602
	Iteration 59Q: 3 clusters Score -2.098177e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153762 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -20981756.000000 Penalty: 5931.016602
	Iteration 60F: 3 clusters Score -2.098176e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153808 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -20981764.000000 Penalty: 5931.016602
	Iteration 61Q: 3 clusters Score -2.098176e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153854 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -20981774.000000 Penalty: 5931.016602
	Iteration 62Q: 3 clusters Score -2.098177e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153903 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -20981784.000000 Penalty: 5931.016602
	Iteration 63Q: 3 clusters Score -2.098178e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153947 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -20981782.000000 Penalty: 5931.016602
	Iteration 64Q: 3 clusters Score -2.098178e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153982 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -20981772.000000 Penalty: 5931.016602
	Iteration 65Q: 3 clusters Score -2.098177e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154016 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -20981790.000000 Penalty: 5931.016602
	Iteration 66Q: 3 clusters Score -2.098179e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154046 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -20981768.000000 Penalty: 5931.016602
	Iteration 67Q: 3 clusters Score -2.098177e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154071 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -20981782.000000 Penalty: 5931.016602
	Iteration 68Q: 3 clusters Score -2.098178e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154093 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -20981788.000000 Penalty: 5931.016602
	Iteration 69Q: 3 clusters Score -2.098179e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154112 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -20981792.000000 Penalty: 5931.016602
	Iteration 70Q: 3 clusters Score -2.098179e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154130 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -20981794.000000 Penalty: 5931.016602
	Iteration 71Q: 3 clusters Score -2.098179e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154147 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -20981796.000000 Penalty: 5931.016602
	Iteration 72Q: 3 clusters Score -2.09818e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154158 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -20981788.000000 Penalty: 5931.016602
	Iteration 73Q: 3 clusters Score -2.098179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154169 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -20981804.000000 Penalty: 5931.016602
	Iteration 74Q: 3 clusters Score -2.09818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154177 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -20981800.000000 Penalty: 5931.016602
	Iteration 75Q: 3 clusters Score -2.09818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154182 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -20981798.000000 Penalty: 5931.016602
	Iteration 76Q: 3 clusters Score -2.09818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154191 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -20981790.000000 Penalty: 5931.016602
	Iteration 77Q: 3 clusters Score -2.098179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154198 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -20981782.000000 Penalty: 5931.016602
	Iteration 78Q: 3 clusters Score -2.098178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154202 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -20981798.000000 Penalty: 5931.016602
	Iteration 79Q: 3 clusters Score -2.09818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154209 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -20981802.000000 Penalty: 5931.016602
	Iteration 80F: 3 clusters Score -2.09818e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154220 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -20981824.000000 Penalty: 5931.016602
	Iteration 81Q: 3 clusters Score -2.098182e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154230 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -20981826.000000 Penalty: 5931.016602
	Iteration 82Q: 3 clusters Score -2.098183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154240 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -20981802.000000 Penalty: 5931.016602
	Iteration 83Q: 3 clusters Score -2.09818e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154256 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -20981790.000000 Penalty: 5931.016602
	Iteration 84Q: 3 clusters Score -2.098179e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154268 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -20981808.000000 Penalty: 5931.016602
	Iteration 85Q: 3 clusters Score -2.098181e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154279 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -20981798.000000 Penalty: 5931.016602
	Iteration 86Q: 3 clusters Score -2.09818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154288 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -20981810.000000 Penalty: 5931.016602
	Iteration 87Q: 3 clusters Score -2.098181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154299 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -20981824.000000 Penalty: 5931.016602
	Iteration 88Q: 3 clusters Score -2.098182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154308 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -20981832.000000 Penalty: 5931.016602
	Iteration 89Q: 3 clusters Score -2.098183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154315 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -20981830.000000 Penalty: 5931.016602
	Iteration 90Q: 3 clusters Score -2.098183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154321 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -20981808.000000 Penalty: 5931.016602
	Iteration 91Q: 3 clusters Score -2.098181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154322 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -20981814.000000 Penalty: 5931.016602
	Iteration 92Q: 3 clusters Score -2.098181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154323 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -20981822.000000 Penalty: 5931.016602
	Iteration 93Q: 3 clusters Score -2.098182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154325 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -20981818.000000 Penalty: 5931.016602
	Iteration 94Q: 3 clusters Score -2.098182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154327 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -20981814.000000 Penalty: 5931.016602
	Iteration 95Q: 3 clusters Score -2.098181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154332 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -20981826.000000 Penalty: 5931.016602
	Iteration 96Q: 3 clusters Score -2.098183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154333 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -20981818.000000 Penalty: 5931.016602
	Iteration 97Q: 3 clusters Score -2.098182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154336 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -20981800.000000 Penalty: 5931.016602
	Iteration 98Q: 3 clusters Score -2.09818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154339 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -20981804.000000 Penalty: 5931.016602
	Iteration 99Q: 3 clusters Score -2.09818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154341 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -20981802.000000 Penalty: 5931.016602
	Iteration 100F: 3 clusters Score -2.09818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154342 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -20981796.000000 Penalty: 5931.016602
	Iteration 101Q: 3 clusters Score -2.09818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154346 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -20981794.000000 Penalty: 5931.016602
	Iteration 102Q: 3 clusters Score -2.098179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154350 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -20981792.000000 Penalty: 5931.016602
	Iteration 103Q: 3 clusters Score -2.098179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154358 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -20981810.000000 Penalty: 5931.016602
	Iteration 104Q: 3 clusters Score -2.098181e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154365 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -20981838.000000 Penalty: 5931.016602
	Iteration 105Q: 3 clusters Score -2.098184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154374 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -20981810.000000 Penalty: 5931.016602
	Iteration 106Q: 3 clusters Score -2.098181e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154377 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -20981820.000000 Penalty: 5931.016602
	Iteration 107Q: 3 clusters Score -2.098182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154378 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -20981820.000000 Penalty: 5931.016602
	Iteration 108Q: 3 clusters Score -2.098182e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154382 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -20981812.000000 Penalty: 5931.016602
	Iteration 109Q: 3 clusters Score -2.098181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154388 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -20981810.000000 Penalty: 5931.016602
	Iteration 110Q: 3 clusters Score -2.098181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154391 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -20981812.000000 Penalty: 5931.016602
	Iteration 111Q: 3 clusters Score -2.098181e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154394 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -20981806.000000 Penalty: 5931.016602
	Iteration 112Q: 3 clusters Score -2.098181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154394 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -20981806.000000 Penalty: 5931.016602
	Iteration 113F: 3 clusters Score -2.098181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Entering Unmasked Estep 
Score: -435157.906250 Penalty: 1991.299438
	Iteration 0F: 2 clusters Score -435157.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -431817.031250 Penalty: 3982.598877
	Iteration 0F: 3 clusters Score -431817 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -432424.875000 Penalty: 3982.598877
	Iteration 1F: 3 clusters Score -432424.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -432572.312500 Penalty: 3982.598877
	Iteration 2F: 3 clusters Score -432572.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -432663.437500 Penalty: 3982.598877
	Iteration 3Q: 3 clusters Score -432663.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -432724.531250 Penalty: 3982.598877
	Iteration 4Q: 3 clusters Score -432724.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -432770.375000 Penalty: 3982.598877
	Iteration 5Q: 3 clusters Score -432770.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -432802.125000 Penalty: 3982.598877
	Iteration 6Q: 3 clusters Score -432802.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -432827.656250 Penalty: 3982.598877
	Iteration 7Q: 3 clusters Score -432827.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -432847.031250 Penalty: 3982.598877
	Iteration 8Q: 3 clusters Score -432847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -432861.093750 Penalty: 3982.598877
	Iteration 9Q: 3 clusters Score -432861.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -432876.718750 Penalty: 3982.598877
	Iteration 10Q: 3 clusters Score -432876.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -432883.875000 Penalty: 3982.598877
	Iteration 11Q: 3 clusters Score -432883.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -432891.031250 Penalty: 3982.598877
	Iteration 12Q: 3 clusters Score -432891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -432898.750000 Penalty: 3982.598877
	Iteration 13Q: 3 clusters Score -432898.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -432904.875000 Penalty: 3982.598877
	Iteration 14Q: 3 clusters Score -432904.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -432906.531250 Penalty: 3982.598877
	Iteration 15Q: 3 clusters Score -432906.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -432907.593750 Penalty: 3982.598877
	Iteration 16Q: 3 clusters Score -432907.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -432908.906250 Penalty: 3982.598877
	Iteration 17Q: 3 clusters Score -432908.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -432908.343750 Penalty: 3982.598877
	Iteration 18Q: 3 clusters Score -432908.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -432908.625000 Penalty: 3982.598877
	Iteration 19Q: 3 clusters Score -432908.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -432908.625000 Penalty: 3982.598877
	Iteration 20F: 3 clusters Score -432908.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -345369.968750 Penalty: 1998.150879
	Iteration 0F: 2 clusters Score -345370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -342564.906250 Penalty: 3996.301758
	Iteration 0F: 3 clusters Score -342564.9 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -348554.531250 Penalty: 3996.301758
	Iteration 1F: 3 clusters Score -348554.5 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -352216.656250 Penalty: 3996.301758
	Iteration 2F: 3 clusters Score -352216.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -353550.468750 Penalty: 3996.301758
	Iteration 3F: 3 clusters Score -353550.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -353926.093750 Penalty: 3996.301758
	Iteration 4Q: 3 clusters Score -353926.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -354383.625000 Penalty: 3996.301758
	Iteration 5Q: 3 clusters Score -354383.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -354430.031250 Penalty: 3996.301758
	Iteration 6Q: 3 clusters Score -354430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -354464.468750 Penalty: 3996.301758
	Iteration 7Q: 3 clusters Score -354464.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -354502.656250 Penalty: 3996.301758
	Iteration 8Q: 3 clusters Score -354502.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -354544.437500 Penalty: 3996.301758
	Iteration 9Q: 3 clusters Score -354544.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -354604.906250 Penalty: 3996.301758
	Iteration 10Q: 3 clusters Score -354604.9 nChanged 2
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: -354650.781250 Penalty: 3996.301758
	Iteration 11Q: 3 clusters Score -354650.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -354657.593750 Penalty: 3996.301758
	Iteration 12Q: 3 clusters Score -354657.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -354659.031250 Penalty: 3996.301758
	Iteration 13Q: 3 clusters Score -354659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -354687.343750 Penalty: 3996.301758
	Iteration 14F: 3 clusters Score -354687.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -354744.343750 Penalty: 3996.301758
	Iteration 15Q: 3 clusters Score -354744.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -354775.281250 Penalty: 3996.301758
	Iteration 16Q: 3 clusters Score -354775.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -354786.750000 Penalty: 3996.301758
	Iteration 17Q: 3 clusters Score -354786.8 nChanged 10
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: -354849.468750 Penalty: 3996.301758
	Iteration 18Q: 3 clusters Score -354849.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -355279.593750 Penalty: 3996.301758
	Iteration 19Q: 3 clusters Score -355279.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -355620.375000 Penalty: 3996.301758
	Iteration 20F: 3 clusters Score -355620.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -355622.000000 Penalty: 3996.301758
	Iteration 21Q: 3 clusters Score -355622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -355622.000000 Penalty: 3996.301758
	Iteration 22F: 3 clusters Score -355622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 75218 members 
Mstep: Class 3 contains 134205 members 
Mstep: Class 4 contains 74024 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 106701 members 
Mstep: Class 7 contains 8141 members 
Mstep: Class 8 contains 849 members 
Mstep: Class 9 contains 144764 members 
Mstep: Class 10 contains 160387 members 
Mstep: Class 11 contains 156013 members 
Mstep: Class 13 contains 3070 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 16 contains 45376 members 
Mstep: Class 17 contains 148532 members 
Mstep: Class 18 contains 151464 members 
Mstep: Class 19 contains 162558 members 
Mstep: Class 20 contains 2922 members 
Entering Unmasked Estep 
Score: -180410272.000000 Penalty: 63111.863281
Splitting cluster 14 changes total score from -180388768.000000 to -180410272.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 16 (45376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Entering Unmasked Estep 
Score: -6048352.000000 Penalty: 2659.239014
	Iteration 0F: 2 clusters Score -6048352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -6017681.000000 Penalty: 5318.478027
	Iteration 0F: 3 clusters Score -6017681 nChanged 20877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -6029687.500000 Penalty: 5318.478027
	Iteration 1F: 3 clusters Score -6029688 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -6030617.500000 Penalty: 5318.478027
	Iteration 2Q: 3 clusters Score -6030618 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -6031654.500000 Penalty: 5318.478027
	Iteration 3Q: 3 clusters Score -6031654 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -6032873.500000 Penalty: 5318.478027
	Iteration 4F: 3 clusters Score -6032874 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -6034355.000000 Penalty: 5318.478027
	Iteration 5F: 3 clusters Score -6034355 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -6036153.500000 Penalty: 5318.478027
	Iteration 6F: 3 clusters Score -6036154 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -6038352.500000 Penalty: 5318.478027
	Iteration 7F: 3 clusters Score -6038352 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -6040699.500000 Penalty: 5318.478027
	Iteration 8F: 3 clusters Score -6040700 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -6042163.000000 Penalty: 5318.478027
	Iteration 9F: 3 clusters Score -6042163 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -6042725.500000 Penalty: 5318.478027
	Iteration 10Q: 3 clusters Score -6042726 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -6042950.500000 Penalty: 5318.478027
	Iteration 11Q: 3 clusters Score -6042950 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -6043149.000000 Penalty: 5318.478027
	Iteration 12Q: 3 clusters Score -6043149 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -6043277.000000 Penalty: 5318.478027
	Iteration 13Q: 3 clusters Score -6043277 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -6043403.000000 Penalty: 5318.478027
	Iteration 14Q: 3 clusters Score -6043403 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -6043545.500000 Penalty: 5318.478027
	Iteration 15Q: 3 clusters Score -6043546 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -6043670.500000 Penalty: 5318.478027
	Iteration 16Q: 3 clusters Score -6043670 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -6043792.500000 Penalty: 5318.478027
	Iteration 17Q: 3 clusters Score -6043792 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -6043883.500000 Penalty: 5318.478027
	Iteration 18Q: 3 clusters Score -6043884 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -6043971.000000 Penalty: 5318.478027
	Iteration 19Q: 3 clusters Score -6043971 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -6044075.500000 Penalty: 5318.478027
	Iteration 20F: 3 clusters Score -6044076 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -6044190.500000 Penalty: 5318.478027
	Iteration 21Q: 3 clusters Score -6044190 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -6044323.000000 Penalty: 5318.478027
	Iteration 22Q: 3 clusters Score -6044323 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -6044435.000000 Penalty: 5318.478027
	Iteration 23Q: 3 clusters Score -6044435 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -6044584.500000 Penalty: 5318.478027
	Iteration 24Q: 3 clusters Score -6044584 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -6044672.000000 Penalty: 5318.478027
	Iteration 25Q: 3 clusters Score -6044672 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -6044758.000000 Penalty: 5318.478027
	Iteration 26Q: 3 clusters Score -6044758 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -6044870.500000 Penalty: 5318.478027
	Iteration 27Q: 3 clusters Score -6044870 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -6044962.500000 Penalty: 5318.478027
	Iteration 28Q: 3 clusters Score -6044962 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -6045046.500000 Penalty: 5318.478027
	Iteration 29Q: 3 clusters Score -6045046 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -6045105.500000 Penalty: 5318.478027
	Iteration 30Q: 3 clusters Score -6045106 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -6045198.500000 Penalty: 5318.478027
	Iteration 31Q: 3 clusters Score -6045198 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -6045296.000000 Penalty: 5318.478027
	Iteration 32Q: 3 clusters Score -6045296 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -6045355.000000 Penalty: 5318.478027
	Iteration 33Q: 3 clusters Score -6045355 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -6045438.000000 Penalty: 5318.478027
	Iteration 34Q: 3 clusters Score -6045438 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -6045521.500000 Penalty: 5318.478027
	Iteration 35Q: 3 clusters Score -6045522 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -6045621.500000 Penalty: 5318.478027
	Iteration 36Q: 3 clusters Score -6045622 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -6045695.500000 Penalty: 5318.478027
	Iteration 37Q: 3 clusters Score -6045696 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -6045784.000000 Penalty: 5318.478027
	Iteration 38Q: 3 clusters Score -6045784 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -6045831.500000 Penalty: 5318.478027
	Iteration 39Q: 3 clusters Score -6045832 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -6045865.500000 Penalty: 5318.478027
	Iteration 40F: 3 clusters Score -6045866 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -6045940.500000 Penalty: 5318.478027
	Iteration 41Q: 3 clusters Score -6045940 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -6045992.000000 Penalty: 5318.478027
	Iteration 42Q: 3 clusters Score -6045992 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -6046037.000000 Penalty: 5318.478027
	Iteration 43Q: 3 clusters Score -6046037 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -6046092.500000 Penalty: 5318.478027
	Iteration 44Q: 3 clusters Score -6046092 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -6046136.000000 Penalty: 5318.478027
	Iteration 45Q: 3 clusters Score -6046136 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -6046164.000000 Penalty: 5318.478027
	Iteration 46Q: 3 clusters Score -6046164 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -6046211.000000 Penalty: 5318.478027
	Iteration 47Q: 3 clusters Score -6046211 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -6046260.000000 Penalty: 5318.478027
	Iteration 48Q: 3 clusters Score -6046260 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -6046285.000000 Penalty: 5318.478027
	Iteration 49Q: 3 clusters Score -6046285 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -6046300.000000 Penalty: 5318.478027
	Iteration 50Q: 3 clusters Score -6046300 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -6046345.000000 Penalty: 5318.478027
	Iteration 51Q: 3 clusters Score -6046345 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -6046367.000000 Penalty: 5318.478027
	Iteration 52Q: 3 clusters Score -6046367 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -6046364.500000 Penalty: 5318.478027
	Iteration 53Q: 3 clusters Score -6046364 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -6046417.500000 Penalty: 5318.478027
	Iteration 54Q: 3 clusters Score -6046418 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -6046429.500000 Penalty: 5318.478027
	Iteration 55Q: 3 clusters Score -6046430 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -6046447.500000 Penalty: 5318.478027
	Iteration 56Q: 3 clusters Score -6046448 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -6046454.500000 Penalty: 5318.478027
	Iteration 57Q: 3 clusters Score -6046454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -6046455.500000 Penalty: 5318.478027
	Iteration 58Q: 3 clusters Score -6046456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -6046466.000000 Penalty: 5318.478027
	Iteration 59Q: 3 clusters Score -6046466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -6046461.500000 Penalty: 5318.478027
	Iteration 60F: 3 clusters Score -6046462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -6046470.000000 Penalty: 5318.478027
	Iteration 61Q: 3 clusters Score -6046470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -6046473.500000 Penalty: 5318.478027
	Iteration 62Q: 3 clusters Score -6046474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -6046472.000000 Penalty: 5318.478027
	Iteration 63Q: 3 clusters Score -6046472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -6046490.000000 Penalty: 5318.478027
	Iteration 64Q: 3 clusters Score -6046490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -6046483.000000 Penalty: 5318.478027
	Iteration 65Q: 3 clusters Score -6046483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -6046477.500000 Penalty: 5318.478027
	Iteration 66Q: 3 clusters Score -6046478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -6046476.500000 Penalty: 5318.478027
	Iteration 67Q: 3 clusters Score -6046476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -6046490.000000 Penalty: 5318.478027
	Iteration 68Q: 3 clusters Score -6046490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -6046499.500000 Penalty: 5318.478027
	Iteration 69Q: 3 clusters Score -6046500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -6046496.500000 Penalty: 5318.478027
	Iteration 70Q: 3 clusters Score -6046496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -6046492.000000 Penalty: 5318.478027
	Iteration 71Q: 3 clusters Score -6046492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -6046485.500000 Penalty: 5318.478027
	Iteration 72Q: 3 clusters Score -6046486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -6046489.500000 Penalty: 5318.478027
	Iteration 73Q: 3 clusters Score -6046490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -6046497.000000 Penalty: 5318.478027
	Iteration 74Q: 3 clusters Score -6046497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -6046489.500000 Penalty: 5318.478027
	Iteration 75Q: 3 clusters Score -6046490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -6046493.500000 Penalty: 5318.478027
	Iteration 76Q: 3 clusters Score -6046494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -6046498.500000 Penalty: 5318.478027
	Iteration 77Q: 3 clusters Score -6046498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -6046502.000000 Penalty: 5318.478027
	Iteration 78Q: 3 clusters Score -6046502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -6046500.500000 Penalty: 5318.478027
	Iteration 79Q: 3 clusters Score -6046500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -6046502.000000 Penalty: 5318.478027
	Iteration 80F: 3 clusters Score -6046502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -6046499.500000 Penalty: 5318.478027
	Iteration 81Q: 3 clusters Score -6046500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -6046508.500000 Penalty: 5318.478027
	Iteration 82Q: 3 clusters Score -6046508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -6046504.000000 Penalty: 5318.478027
	Iteration 83Q: 3 clusters Score -6046504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -6046508.500000 Penalty: 5318.478027
	Iteration 84Q: 3 clusters Score -6046508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -6046512.000000 Penalty: 5318.478027
	Iteration 85Q: 3 clusters Score -6046512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -6046512.000000 Penalty: 5318.478027
	Iteration 86Q: 3 clusters Score -6046512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -6046517.500000 Penalty: 5318.478027
	Iteration 87Q: 3 clusters Score -6046518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -6046517.000000 Penalty: 5318.478027
	Iteration 88Q: 3 clusters Score -6046517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -6046514.500000 Penalty: 5318.478027
	Iteration 89Q: 3 clusters Score -6046514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -6046515.500000 Penalty: 5318.478027
	Iteration 90Q: 3 clusters Score -6046516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -6046515.500000 Penalty: 5318.478027
	Iteration 91Q: 3 clusters Score -6046516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -6046521.000000 Penalty: 5318.478027
	Iteration 92Q: 3 clusters Score -6046521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -6046517.000000 Penalty: 5318.478027
	Iteration 93Q: 3 clusters Score -6046517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -6046517.000000 Penalty: 5318.478027
	Iteration 94F: 3 clusters Score -6046517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (148532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148532 members 
Entering Unmasked Estep 
Score: -19625456.000000 Penalty: 2953.321777
	Iteration 0F: 2 clusters Score -1.962546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74038 members 
Mstep: Class 2 contains 74494 members 
Entering Unmasked Estep 
Score: -19526672.000000 Penalty: 5906.643555
	Iteration 0F: 3 clusters Score -1.952667e+07 nChanged 70994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72674 members 
Mstep: Class 2 contains 75858 members 
Entering Unmasked Estep 
Score: -19567404.000000 Penalty: 5906.643555
	Iteration 1F: 3 clusters Score -1.95674e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72217 members 
Mstep: Class 2 contains 76315 members 
Entering Unmasked Estep 
Score: -19568918.000000 Penalty: 5906.643555
	Iteration 2Q: 3 clusters Score -1.956892e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71613 members 
Mstep: Class 2 contains 76919 members 
Entering Unmasked Estep 
Score: -19571210.000000 Penalty: 5906.643555
	Iteration 3Q: 3 clusters Score -1.957121e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71085 members 
Mstep: Class 2 contains 77447 members 
Entering Unmasked Estep 
Score: -19574540.000000 Penalty: 5906.643555
	Iteration 4Q: 3 clusters Score -1.957454e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70563 members 
Mstep: Class 2 contains 77969 members 
Entering Unmasked Estep 
Score: -19578700.000000 Penalty: 5906.643555
	Iteration 5F: 3 clusters Score -1.95787e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70133 members 
Mstep: Class 2 contains 78399 members 
Entering Unmasked Estep 
Score: -19582992.000000 Penalty: 5906.643555
	Iteration 6F: 3 clusters Score -1.958299e+07 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69832 members 
Mstep: Class 2 contains 78700 members 
Entering Unmasked Estep 
Score: -19587272.000000 Penalty: 5906.643555
	Iteration 7F: 3 clusters Score -1.958727e+07 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69430 members 
Mstep: Class 2 contains 79102 members 
Entering Unmasked Estep 
Score: -19591170.000000 Penalty: 5906.643555
	Iteration 8F: 3 clusters Score -1.959117e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69203 members 
Mstep: Class 2 contains 79329 members 
Entering Unmasked Estep 
Score: -19594862.000000 Penalty: 5906.643555
	Iteration 9F: 3 clusters Score -1.959486e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69196 members 
Mstep: Class 2 contains 79336 members 
Entering Unmasked Estep 
Score: -19598038.000000 Penalty: 5906.643555
	Iteration 10Q: 3 clusters Score -1.959804e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69490 members 
Mstep: Class 2 contains 79042 members 
Entering Unmasked Estep 
Score: -19600998.000000 Penalty: 5906.643555
	Iteration 11Q: 3 clusters Score -1.9601e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70025 members 
Mstep: Class 2 contains 78507 members 
Entering Unmasked Estep 
Score: -19603132.000000 Penalty: 5906.643555
	Iteration 12Q: 3 clusters Score -1.960313e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70675 members 
Mstep: Class 2 contains 77857 members 
Entering Unmasked Estep 
Score: -19604484.000000 Penalty: 5906.643555
	Iteration 13Q: 3 clusters Score -1.960448e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71415 members 
Mstep: Class 2 contains 77117 members 
Entering Unmasked Estep 
Score: -19605218.000000 Penalty: 5906.643555
	Iteration 14Q: 3 clusters Score -1.960522e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72174 members 
Mstep: Class 2 contains 76358 members 
Entering Unmasked Estep 
Score: -19605570.000000 Penalty: 5906.643555
	Iteration 15Q: 3 clusters Score -1.960557e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72966 members 
Mstep: Class 2 contains 75566 members 
Entering Unmasked Estep 
Score: -19605752.000000 Penalty: 5906.643555
	Iteration 16Q: 3 clusters Score -1.960575e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73819 members 
Mstep: Class 2 contains 74713 members 
Entering Unmasked Estep 
Score: -19605938.000000 Penalty: 5906.643555
	Iteration 17Q: 3 clusters Score -1.960594e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74683 members 
Mstep: Class 2 contains 73849 members 
Entering Unmasked Estep 
Score: -19606118.000000 Penalty: 5906.643555
	Iteration 18Q: 3 clusters Score -1.960612e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75663 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -19606392.000000 Penalty: 5906.643555
	Iteration 19Q: 3 clusters Score -1.960639e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76732 members 
Mstep: Class 2 contains 71800 members 
Entering Unmasked Estep 
Score: -19606540.000000 Penalty: 5906.643555
	Iteration 20F: 3 clusters Score -1.960654e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77865 members 
Mstep: Class 2 contains 70667 members 
Entering Unmasked Estep 
Score: -19606778.000000 Penalty: 5906.643555
	Iteration 21Q: 3 clusters Score -1.960678e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79086 members 
Mstep: Class 2 contains 69446 members 
Entering Unmasked Estep 
Score: -19606960.000000 Penalty: 5906.643555
	Iteration 22Q: 3 clusters Score -1.960696e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80423 members 
Mstep: Class 2 contains 68109 members 
Entering Unmasked Estep 
Score: -19607298.000000 Penalty: 5906.643555
	Iteration 23Q: 3 clusters Score -1.96073e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81840 members 
Mstep: Class 2 contains 66692 members 
Entering Unmasked Estep 
Score: -19607640.000000 Penalty: 5906.643555
	Iteration 24Q: 3 clusters Score -1.960764e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83322 members 
Mstep: Class 2 contains 65210 members 
Entering Unmasked Estep 
Score: -19608038.000000 Penalty: 5906.643555
	Iteration 25Q: 3 clusters Score -1.960804e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84878 members 
Mstep: Class 2 contains 63654 members 
Entering Unmasked Estep 
Score: -19608324.000000 Penalty: 5906.643555
	Iteration 26Q: 3 clusters Score -1.960832e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86494 members 
Mstep: Class 2 contains 62038 members 
Entering Unmasked Estep 
Score: -19608716.000000 Penalty: 5906.643555
	Iteration 27Q: 3 clusters Score -1.960872e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88252 members 
Mstep: Class 2 contains 60280 members 
Entering Unmasked Estep 
Score: -19609284.000000 Penalty: 5906.643555
	Iteration 28Q: 3 clusters Score -1.960928e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90070 members 
Mstep: Class 2 contains 58462 members 
Entering Unmasked Estep 
Score: -19609740.000000 Penalty: 5906.643555
	Iteration 29Q: 3 clusters Score -1.960974e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91922 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
Score: -19610220.000000 Penalty: 5906.643555
	Iteration 30Q: 3 clusters Score -1.961022e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93827 members 
Mstep: Class 2 contains 54705 members 
Entering Unmasked Estep 
Score: -19610672.000000 Penalty: 5906.643555
	Iteration 31Q: 3 clusters Score -1.961067e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95770 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -19611194.000000 Penalty: 5906.643555
	Iteration 32Q: 3 clusters Score -1.961119e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97737 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -19611726.000000 Penalty: 5906.643555
	Iteration 33Q: 3 clusters Score -1.961173e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99772 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -19612268.000000 Penalty: 5906.643555
	Iteration 34Q: 3 clusters Score -1.961227e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101837 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -19612818.000000 Penalty: 5906.643555
	Iteration 35Q: 3 clusters Score -1.961282e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103959 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -19613458.000000 Penalty: 5906.643555
	Iteration 36Q: 3 clusters Score -1.961346e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106128 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -19614022.000000 Penalty: 5906.643555
	Iteration 37Q: 3 clusters Score -1.961402e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108280 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -19614600.000000 Penalty: 5906.643555
	Iteration 38Q: 3 clusters Score -1.96146e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110427 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -19615140.000000 Penalty: 5906.643555
	Iteration 39Q: 3 clusters Score -1.961514e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112503 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -19615706.000000 Penalty: 5906.643555
	Iteration 40F: 3 clusters Score -1.961571e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114588 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -19616336.000000 Penalty: 5906.643555
	Iteration 41Q: 3 clusters Score -1.961634e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116609 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -19617070.000000 Penalty: 5906.643555
	Iteration 42Q: 3 clusters Score -1.961707e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118612 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -19617602.000000 Penalty: 5906.643555
	Iteration 43Q: 3 clusters Score -1.96176e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120532 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -19618238.000000 Penalty: 5906.643555
	Iteration 44Q: 3 clusters Score -1.961824e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122413 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -19618704.000000 Penalty: 5906.643555
	Iteration 45Q: 3 clusters Score -1.96187e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124185 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -19619384.000000 Penalty: 5906.643555
	Iteration 46Q: 3 clusters Score -1.961938e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125887 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -19619990.000000 Penalty: 5906.643555
	Iteration 47Q: 3 clusters Score -1.961999e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127467 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -19620510.000000 Penalty: 5906.643555
	Iteration 48Q: 3 clusters Score -1.962051e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128977 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -19620834.000000 Penalty: 5906.643555
	Iteration 49Q: 3 clusters Score -1.962083e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130396 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -19621278.000000 Penalty: 5906.643555
	Iteration 50Q: 3 clusters Score -1.962128e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131711 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -19621768.000000 Penalty: 5906.643555
	Iteration 51Q: 3 clusters Score -1.962177e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132904 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -19622062.000000 Penalty: 5906.643555
	Iteration 52Q: 3 clusters Score -1.962206e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133964 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -19622378.000000 Penalty: 5906.643555
	Iteration 53Q: 3 clusters Score -1.962238e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134945 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -19622614.000000 Penalty: 5906.643555
	Iteration 54Q: 3 clusters Score -1.962261e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135803 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -19622852.000000 Penalty: 5906.643555
	Iteration 55Q: 3 clusters Score -1.962285e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136537 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -19623032.000000 Penalty: 5906.643555
	Iteration 56Q: 3 clusters Score -1.962303e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137215 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -19623170.000000 Penalty: 5906.643555
	Iteration 57Q: 3 clusters Score -1.962317e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137850 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -19623402.000000 Penalty: 5906.643555
	Iteration 58Q: 3 clusters Score -1.96234e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138477 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -19623678.000000 Penalty: 5906.643555
	Iteration 59Q: 3 clusters Score -1.962368e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139043 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -19623912.000000 Penalty: 5906.643555
	Iteration 60F: 3 clusters Score -1.962391e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139573 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -19624038.000000 Penalty: 5906.643555
	Iteration 61Q: 3 clusters Score -1.962404e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140075 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -19624202.000000 Penalty: 5906.643555
	Iteration 62Q: 3 clusters Score -1.96242e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140516 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -19624296.000000 Penalty: 5906.643555
	Iteration 63Q: 3 clusters Score -1.96243e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140908 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -19624408.000000 Penalty: 5906.643555
	Iteration 64Q: 3 clusters Score -1.962441e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141258 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -19624540.000000 Penalty: 5906.643555
	Iteration 65Q: 3 clusters Score -1.962454e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141544 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -19624650.000000 Penalty: 5906.643555
	Iteration 66Q: 3 clusters Score -1.962465e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141784 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -19624700.000000 Penalty: 5906.643555
	Iteration 67Q: 3 clusters Score -1.96247e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141996 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -19624718.000000 Penalty: 5906.643555
	Iteration 68Q: 3 clusters Score -1.962472e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142166 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -19624734.000000 Penalty: 5906.643555
	Iteration 69Q: 3 clusters Score -1.962473e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142315 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -19624774.000000 Penalty: 5906.643555
	Iteration 70Q: 3 clusters Score -1.962477e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142453 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -19624790.000000 Penalty: 5906.643555
	Iteration 71Q: 3 clusters Score -1.962479e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142576 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -19624822.000000 Penalty: 5906.643555
	Iteration 72Q: 3 clusters Score -1.962482e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142682 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -19624836.000000 Penalty: 5906.643555
	Iteration 73Q: 3 clusters Score -1.962484e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142775 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -19624924.000000 Penalty: 5906.643555
	Iteration 74Q: 3 clusters Score -1.962492e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142856 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -19624942.000000 Penalty: 5906.643555
	Iteration 75Q: 3 clusters Score -1.962494e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142940 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -19624976.000000 Penalty: 5906.643555
	Iteration 76Q: 3 clusters Score -1.962498e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143007 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -19624986.000000 Penalty: 5906.643555
	Iteration 77Q: 3 clusters Score -1.962499e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143075 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -19624982.000000 Penalty: 5906.643555
	Iteration 78Q: 3 clusters Score -1.962498e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143143 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -19624990.000000 Penalty: 5906.643555
	Iteration 79Q: 3 clusters Score -1.962499e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143190 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -19624998.000000 Penalty: 5906.643555
	Iteration 80F: 3 clusters Score -1.9625e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143218 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -19624988.000000 Penalty: 5906.643555
	Iteration 81Q: 3 clusters Score -1.962499e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143241 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -19624996.000000 Penalty: 5906.643555
	Iteration 82Q: 3 clusters Score -1.9625e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143266 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -19625002.000000 Penalty: 5906.643555
	Iteration 83Q: 3 clusters Score -1.9625e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143293 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -19625012.000000 Penalty: 5906.643555
	Iteration 84Q: 3 clusters Score -1.962501e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143317 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -19625018.000000 Penalty: 5906.643555
	Iteration 85Q: 3 clusters Score -1.962502e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143338 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -19625036.000000 Penalty: 5906.643555
	Iteration 86Q: 3 clusters Score -1.962504e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143368 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -19625000.000000 Penalty: 5906.643555
	Iteration 87Q: 3 clusters Score -1.9625e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143392 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -19625016.000000 Penalty: 5906.643555
	Iteration 88Q: 3 clusters Score -1.962502e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143408 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -19625026.000000 Penalty: 5906.643555
	Iteration 89Q: 3 clusters Score -1.962503e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143423 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -19625038.000000 Penalty: 5906.643555
	Iteration 90Q: 3 clusters Score -1.962504e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143438 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -19625048.000000 Penalty: 5906.643555
	Iteration 91Q: 3 clusters Score -1.962505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143447 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -19625058.000000 Penalty: 5906.643555
	Iteration 92Q: 3 clusters Score -1.962506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143459 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -19625050.000000 Penalty: 5906.643555
	Iteration 93Q: 3 clusters Score -1.962505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143467 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -19625066.000000 Penalty: 5906.643555
	Iteration 94Q: 3 clusters Score -1.962507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143478 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -19625062.000000 Penalty: 5906.643555
	Iteration 95Q: 3 clusters Score -1.962506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143484 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -19625058.000000 Penalty: 5906.643555
	Iteration 96Q: 3 clusters Score -1.962506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143487 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -19625060.000000 Penalty: 5906.643555
	Iteration 97Q: 3 clusters Score -1.962506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143489 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -19625074.000000 Penalty: 5906.643555
	Iteration 98Q: 3 clusters Score -1.962507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143492 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -19625074.000000 Penalty: 5906.643555
	Iteration 99Q: 3 clusters Score -1.962507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143494 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -19625070.000000 Penalty: 5906.643555
	Iteration 100F: 3 clusters Score -1.962507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143495 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -19625076.000000 Penalty: 5906.643555
	Iteration 101Q: 3 clusters Score -1.962508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143495 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -19625076.000000 Penalty: 5906.643555
	Iteration 102F: 3 clusters Score -1.962508e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (151464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151464 members 
Entering Unmasked Estep 
Score: -20188528.000000 Penalty: 2958.169678
	Iteration 0F: 2 clusters Score -2.018853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75870 members 
Mstep: Class 2 contains 75594 members 
Entering Unmasked Estep 
Score: -20088228.000000 Penalty: 5916.339355
	Iteration 0F: 3 clusters Score -2.008823e+07 nChanged 72180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78658 members 
Mstep: Class 2 contains 72806 members 
Entering Unmasked Estep 
Score: -20130002.000000 Penalty: 5916.339355
	Iteration 1F: 3 clusters Score -2.013e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80615 members 
Mstep: Class 2 contains 70849 members 
Entering Unmasked Estep 
Score: -20131694.000000 Penalty: 5916.339355
	Iteration 2Q: 3 clusters Score -2.013169e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83576 members 
Mstep: Class 2 contains 67888 members 
Entering Unmasked Estep 
Score: -20134376.000000 Penalty: 5916.339355
	Iteration 3Q: 3 clusters Score -2.013438e+07 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88150 members 
Mstep: Class 2 contains 63314 members 
Entering Unmasked Estep 
Score: -20139582.000000 Penalty: 5916.339355
	Iteration 4F: 3 clusters Score -2.013958e+07 nChanged 10935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94885 members 
Mstep: Class 2 contains 56579 members 
Entering Unmasked Estep 
Score: -20147254.000000 Penalty: 5916.339355
	Iteration 5F: 3 clusters Score -2.014725e+07 nChanged 12638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103511 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -20157074.000000 Penalty: 5916.339355
	Iteration 6F: 3 clusters Score -2.015707e+07 nChanged 12053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112500 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -20167830.000000 Penalty: 5916.339355
	Iteration 7F: 3 clusters Score -2.016783e+07 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119863 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -20176756.000000 Penalty: 5916.339355
	Iteration 8F: 3 clusters Score -2.017676e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124472 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -20181930.000000 Penalty: 5916.339355
	Iteration 9Q: 3 clusters Score -2.018193e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127387 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -20184470.000000 Penalty: 5916.339355
	Iteration 10Q: 3 clusters Score -2.018447e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129614 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -20185778.000000 Penalty: 5916.339355
	Iteration 11Q: 3 clusters Score -2.018578e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131480 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -20186604.000000 Penalty: 5916.339355
	Iteration 12Q: 3 clusters Score -2.01866e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133051 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -20187246.000000 Penalty: 5916.339355
	Iteration 13Q: 3 clusters Score -2.018725e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134419 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -20187650.000000 Penalty: 5916.339355
	Iteration 14Q: 3 clusters Score -2.018765e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135628 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -20187916.000000 Penalty: 5916.339355
	Iteration 15Q: 3 clusters Score -2.018792e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136738 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -20188246.000000 Penalty: 5916.339355
	Iteration 16Q: 3 clusters Score -2.018825e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137717 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -20188484.000000 Penalty: 5916.339355
	Iteration 17Q: 3 clusters Score -2.018848e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138561 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -20188580.000000 Penalty: 5916.339355
	Iteration 18Q: 3 clusters Score -2.018858e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139257 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -20188716.000000 Penalty: 5916.339355
	Iteration 19Q: 3 clusters Score -2.018872e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139913 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -20188808.000000 Penalty: 5916.339355
	Iteration 20F: 3 clusters Score -2.018881e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140500 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -20188880.000000 Penalty: 5916.339355
	Iteration 21Q: 3 clusters Score -2.018888e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141057 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -20188944.000000 Penalty: 5916.339355
	Iteration 22Q: 3 clusters Score -2.018894e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141545 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -20189012.000000 Penalty: 5916.339355
	Iteration 23Q: 3 clusters Score -2.018901e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142003 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -20189140.000000 Penalty: 5916.339355
	Iteration 24Q: 3 clusters Score -2.018914e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142429 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -20189162.000000 Penalty: 5916.339355
	Iteration 25Q: 3 clusters Score -2.018916e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142799 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -20189214.000000 Penalty: 5916.339355
	Iteration 26Q: 3 clusters Score -2.018921e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143157 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -20189268.000000 Penalty: 5916.339355
	Iteration 27Q: 3 clusters Score -2.018927e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143476 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -20189330.000000 Penalty: 5916.339355
	Iteration 28Q: 3 clusters Score -2.018933e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143772 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -20189318.000000 Penalty: 5916.339355
	Iteration 29Q: 3 clusters Score -2.018932e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144031 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -20189378.000000 Penalty: 5916.339355
	Iteration 30Q: 3 clusters Score -2.018938e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144261 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -20189398.000000 Penalty: 5916.339355
	Iteration 31Q: 3 clusters Score -2.01894e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144456 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -20189416.000000 Penalty: 5916.339355
	Iteration 32Q: 3 clusters Score -2.018942e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144622 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -20189450.000000 Penalty: 5916.339355
	Iteration 33Q: 3 clusters Score -2.018945e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144776 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -20189474.000000 Penalty: 5916.339355
	Iteration 34Q: 3 clusters Score -2.018947e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144909 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -20189490.000000 Penalty: 5916.339355
	Iteration 35Q: 3 clusters Score -2.018949e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145029 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -20189488.000000 Penalty: 5916.339355
	Iteration 36Q: 3 clusters Score -2.018949e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145130 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -20189514.000000 Penalty: 5916.339355
	Iteration 37Q: 3 clusters Score -2.018951e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145207 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -20189534.000000 Penalty: 5916.339355
	Iteration 38Q: 3 clusters Score -2.018953e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145276 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -20189546.000000 Penalty: 5916.339355
	Iteration 39Q: 3 clusters Score -2.018955e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145347 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -20189554.000000 Penalty: 5916.339355
	Iteration 40F: 3 clusters Score -2.018955e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145418 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -20189570.000000 Penalty: 5916.339355
	Iteration 41Q: 3 clusters Score -2.018957e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145483 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -20189568.000000 Penalty: 5916.339355
	Iteration 42Q: 3 clusters Score -2.018957e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145530 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -20189552.000000 Penalty: 5916.339355
	Iteration 43Q: 3 clusters Score -2.018955e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145568 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -20189524.000000 Penalty: 5916.339355
	Iteration 44Q: 3 clusters Score -2.018952e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145605 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -20189508.000000 Penalty: 5916.339355
	Iteration 45Q: 3 clusters Score -2.018951e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145628 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -20189512.000000 Penalty: 5916.339355
	Iteration 46Q: 3 clusters Score -2.018951e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145661 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -20189476.000000 Penalty: 5916.339355
	Iteration 47Q: 3 clusters Score -2.018948e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145686 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -20189450.000000 Penalty: 5916.339355
	Iteration 48Q: 3 clusters Score -2.018945e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145712 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -20189480.000000 Penalty: 5916.339355
	Iteration 49Q: 3 clusters Score -2.018948e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145734 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -20189476.000000 Penalty: 5916.339355
	Iteration 50Q: 3 clusters Score -2.018948e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145752 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -20189486.000000 Penalty: 5916.339355
	Iteration 51Q: 3 clusters Score -2.018949e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145763 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -20189474.000000 Penalty: 5916.339355
	Iteration 52Q: 3 clusters Score -2.018947e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145776 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -20189452.000000 Penalty: 5916.339355
	Iteration 53Q: 3 clusters Score -2.018945e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145790 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -20189480.000000 Penalty: 5916.339355
	Iteration 54Q: 3 clusters Score -2.018948e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145798 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -20189490.000000 Penalty: 5916.339355
	Iteration 55Q: 3 clusters Score -2.018949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145804 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -20189482.000000 Penalty: 5916.339355
	Iteration 56Q: 3 clusters Score -2.018948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145808 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -20189492.000000 Penalty: 5916.339355
	Iteration 57Q: 3 clusters Score -2.018949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145814 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -20189484.000000 Penalty: 5916.339355
	Iteration 58Q: 3 clusters Score -2.018948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145820 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -20189466.000000 Penalty: 5916.339355
	Iteration 59Q: 3 clusters Score -2.018947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145830 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -20189466.000000 Penalty: 5916.339355
	Iteration 60F: 3 clusters Score -2.018947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145837 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -20189480.000000 Penalty: 5916.339355
	Iteration 61Q: 3 clusters Score -2.018948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145843 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -20189478.000000 Penalty: 5916.339355
	Iteration 62Q: 3 clusters Score -2.018948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145848 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -20189478.000000 Penalty: 5916.339355
	Iteration 63Q: 3 clusters Score -2.018948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145851 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -20189468.000000 Penalty: 5916.339355
	Iteration 64Q: 3 clusters Score -2.018947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145854 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -20189472.000000 Penalty: 5916.339355
	Iteration 65Q: 3 clusters Score -2.018947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145857 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -20189480.000000 Penalty: 5916.339355
	Iteration 66Q: 3 clusters Score -2.018948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145860 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -20189468.000000 Penalty: 5916.339355
	Iteration 67Q: 3 clusters Score -2.018947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145862 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -20189462.000000 Penalty: 5916.339355
	Iteration 68Q: 3 clusters Score -2.018946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145862 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -20189462.000000 Penalty: 5916.339355
	Iteration 69F: 3 clusters Score -2.018946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 75218 members 
Mstep: Class 3 contains 134205 members 
Mstep: Class 4 contains 74024 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 106701 members 
Mstep: Class 7 contains 8141 members 
Mstep: Class 8 contains 849 members 
Mstep: Class 9 contains 144764 members 
Mstep: Class 10 contains 160387 members 
Mstep: Class 11 contains 156013 members 
Mstep: Class 12 contains 5602 members 
Mstep: Class 13 contains 3070 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 16 contains 45376 members 
Mstep: Class 17 contains 148532 members 
Mstep: Class 18 contains 145862 members 
Mstep: Class 19 contains 162558 members 
Mstep: Class 20 contains 2922 members 
Entering Unmasked Estep 
Score: -180411040.000000 Penalty: 66618.078125
Splitting cluster 18 changes total score from -180388768.000000 to -180411040.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 19 (162558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162558 members 
Entering Unmasked Estep 
Score: -22047124.000000 Penalty: 2975.699951
	Iteration 0F: 2 clusters Score -2.204712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 81567 members 
Entering Unmasked Estep 
Score: -21940032.000000 Penalty: 5951.399902
	Iteration 0F: 3 clusters Score -2.194003e+07 nChanged 77858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77369 members 
Mstep: Class 2 contains 85189 members 
Entering Unmasked Estep 
Score: -21985524.000000 Penalty: 5951.399902
	Iteration 1F: 3 clusters Score -2.198552e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74926 members 
Mstep: Class 2 contains 87632 members 
Entering Unmasked Estep 
Score: -21986698.000000 Penalty: 5951.399902
	Iteration 2Q: 3 clusters Score -2.19867e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71086 members 
Mstep: Class 2 contains 91472 members 
Entering Unmasked Estep 
Score: -21988386.000000 Penalty: 5951.399902
	Iteration 3Q: 3 clusters Score -2.198839e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65354 members 
Mstep: Class 2 contains 97204 members 
Entering Unmasked Estep 
Score: -21990922.000000 Penalty: 5951.399902
	Iteration 4Q: 3 clusters Score -2.199092e+07 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57032 members 
Mstep: Class 2 contains 105526 members 
Entering Unmasked Estep 
Score: -21995640.000000 Penalty: 5951.399902
	Iteration 5F: 3 clusters Score -2.199564e+07 nChanged 11526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 116874 members 
Entering Unmasked Estep 
Score: -22003708.000000 Penalty: 5951.399902
	Iteration 6F: 3 clusters Score -2.200371e+07 nChanged 14069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 130895 members 
Entering Unmasked Estep 
Score: -22015440.000000 Penalty: 5951.399902
	Iteration 7F: 3 clusters Score -2.201544e+07 nChanged 13901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 144770 members 
Entering Unmasked Estep 
Score: -22028912.000000 Penalty: 5951.399902
	Iteration 8F: 3 clusters Score -2.202891e+07 nChanged 10086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 154842 members 
Entering Unmasked Estep 
Score: -22038688.000000 Penalty: 5951.399902
	Iteration 9F: 3 clusters Score -2.203869e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 159775 members 
Entering Unmasked Estep 
Score: -22042680.000000 Penalty: 5951.399902
	Iteration 10Q: 3 clusters Score -2.204268e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 161501 members 
Entering Unmasked Estep 
Score: -22043868.000000 Penalty: 5951.399902
	Iteration 11Q: 3 clusters Score -2.204387e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 161986 members 
Entering Unmasked Estep 
Score: -22044298.000000 Penalty: 5951.399902
	Iteration 12Q: 3 clusters Score -2.20443e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 162139 members 
Entering Unmasked Estep 
Score: -22044438.000000 Penalty: 5951.399902
	Iteration 13Q: 3 clusters Score -2.204444e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 162199 members 
Entering Unmasked Estep 
Score: -22044510.000000 Penalty: 5951.399902
	Iteration 14Q: 3 clusters Score -2.204451e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 162229 members 
Entering Unmasked Estep 
Score: -22044520.000000 Penalty: 5951.399902
	Iteration 15Q: 3 clusters Score -2.204452e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 162241 members 
Entering Unmasked Estep 
Score: -22044558.000000 Penalty: 5951.399902
	Iteration 16Q: 3 clusters Score -2.204456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 162248 members 
Entering Unmasked Estep 
Score: -22044570.000000 Penalty: 5951.399902
	Iteration 17Q: 3 clusters Score -2.204457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 162259 members 
Entering Unmasked Estep 
Score: -22044582.000000 Penalty: 5951.399902
	Iteration 18Q: 3 clusters Score -2.204458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 162263 members 
Entering Unmasked Estep 
Score: -22044590.000000 Penalty: 5951.399902
	Iteration 19Q: 3 clusters Score -2.204459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 162268 members 
Entering Unmasked Estep 
Score: -22044598.000000 Penalty: 5951.399902
	Iteration 20F: 3 clusters Score -2.20446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 162268 members 
Entering Unmasked Estep 
Score: -22044604.000000 Penalty: 5951.399902
	Iteration 21Q: 3 clusters Score -2.20446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 162267 members 
Entering Unmasked Estep 
Score: -22044628.000000 Penalty: 5951.399902
	Iteration 22Q: 3 clusters Score -2.204463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 162271 members 
Entering Unmasked Estep 
Score: -22044616.000000 Penalty: 5951.399902
	Iteration 23Q: 3 clusters Score -2.204462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 162271 members 
Entering Unmasked Estep 
Score: -22044616.000000 Penalty: 5951.399902
	Iteration 24F: 3 clusters Score -2.204462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Entering Unmasked Estep 
Score: -406062.187500 Penalty: 1979.045776
	Iteration 0F: 2 clusters Score -406062.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -402819.718750 Penalty: 3958.091553
	Iteration 0F: 3 clusters Score -402819.7 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -403413.500000 Penalty: 3958.091553
	Iteration 1F: 3 clusters Score -403413.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -403565.875000 Penalty: 3958.091553
	Iteration 2F: 3 clusters Score -403565.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -403639.437500 Penalty: 3958.091553
	Iteration 3Q: 3 clusters Score -403639.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -403694.218750 Penalty: 3958.091553
	Iteration 4Q: 3 clusters Score -403694.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -403727.468750 Penalty: 3958.091553
	Iteration 5Q: 3 clusters Score -403727.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -403741.656250 Penalty: 3958.091553
	Iteration 6Q: 3 clusters Score -403741.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -403753.812500 Penalty: 3958.091553
	Iteration 7Q: 3 clusters Score -403753.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -403763.437500 Penalty: 3958.091553
	Iteration 8Q: 3 clusters Score -403763.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -403772.781250 Penalty: 3958.091553
	Iteration 9Q: 3 clusters Score -403772.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -403782.000000 Penalty: 3958.091553
	Iteration 10Q: 3 clusters Score -403782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -403791.656250 Penalty: 3958.091553
	Iteration 11Q: 3 clusters Score -403791.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -403805.125000 Penalty: 3958.091553
	Iteration 12Q: 3 clusters Score -403805.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -403816.156250 Penalty: 3958.091553
	Iteration 13Q: 3 clusters Score -403816.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -403823.812500 Penalty: 3958.091553
	Iteration 14Q: 3 clusters Score -403823.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -403832.593750 Penalty: 3958.091553
	Iteration 15Q: 3 clusters Score -403832.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -403839.875000 Penalty: 3958.091553
	Iteration 16Q: 3 clusters Score -403839.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -403846.718750 Penalty: 3958.091553
	Iteration 17Q: 3 clusters Score -403846.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -403852.437500 Penalty: 3958.091553
	Iteration 18Q: 3 clusters Score -403852.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -403860.625000 Penalty: 3958.091553
	Iteration 19Q: 3 clusters Score -403860.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -403867.437500 Penalty: 3958.091553
	Iteration 20F: 3 clusters Score -403867.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -403871.906250 Penalty: 3958.091553
	Iteration 21Q: 3 clusters Score -403871.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -403875.562500 Penalty: 3958.091553
	Iteration 22Q: 3 clusters Score -403875.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -403879.562500 Penalty: 3958.091553
	Iteration 23Q: 3 clusters Score -403879.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -403884.718750 Penalty: 3958.091553
	Iteration 24Q: 3 clusters Score -403884.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -403886.875000 Penalty: 3958.091553
	Iteration 25Q: 3 clusters Score -403886.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -403889.562500 Penalty: 3958.091553
	Iteration 26Q: 3 clusters Score -403889.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -403892.281250 Penalty: 3958.091553
	Iteration 27Q: 3 clusters Score -403892.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -403899.093750 Penalty: 3958.091553
	Iteration 28Q: 3 clusters Score -403899.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -403905.031250 Penalty: 3958.091553
	Iteration 29Q: 3 clusters Score -403905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -403912.812500 Penalty: 3958.091553
	Iteration 30Q: 3 clusters Score -403912.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -403922.062500 Penalty: 3958.091553
	Iteration 31Q: 3 clusters Score -403922.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -403932.125000 Penalty: 3958.091553
	Iteration 32Q: 3 clusters Score -403932.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -403941.687500 Penalty: 3958.091553
	Iteration 33Q: 3 clusters Score -403941.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -403954.968750 Penalty: 3958.091553
	Iteration 34Q: 3 clusters Score -403955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -403962.812500 Penalty: 3958.091553
	Iteration 35Q: 3 clusters Score -403962.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -403970.156250 Penalty: 3958.091553
	Iteration 36Q: 3 clusters Score -403970.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -403976.968750 Penalty: 3958.091553
	Iteration 37Q: 3 clusters Score -403977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -403981.062500 Penalty: 3958.091553
	Iteration 38Q: 3 clusters Score -403981.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -403986.812500 Penalty: 3958.091553
	Iteration 39Q: 3 clusters Score -403986.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -403991.187500 Penalty: 3958.091553
	Iteration 40F: 3 clusters Score -403991.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -403996.406250 Penalty: 3958.091553
	Iteration 41Q: 3 clusters Score -403996.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -404000.906250 Penalty: 3958.091553
	Iteration 42Q: 3 clusters Score -404000.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -404008.156250 Penalty: 3958.091553
	Iteration 43Q: 3 clusters Score -404008.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -404016.312500 Penalty: 3958.091553
	Iteration 44Q: 3 clusters Score -404016.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -404023.625000 Penalty: 3958.091553
	Iteration 45Q: 3 clusters Score -404023.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -404030.968750 Penalty: 3958.091553
	Iteration 46Q: 3 clusters Score -404031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -404036.093750 Penalty: 3958.091553
	Iteration 47Q: 3 clusters Score -404036.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -404040.343750 Penalty: 3958.091553
	Iteration 48Q: 3 clusters Score -404040.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -404045.343750 Penalty: 3958.091553
	Iteration 49Q: 3 clusters Score -404045.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -404048.031250 Penalty: 3958.091553
	Iteration 50Q: 3 clusters Score -404048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -404051.937500 Penalty: 3958.091553
	Iteration 51Q: 3 clusters Score -404051.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -404055.968750 Penalty: 3958.091553
	Iteration 52Q: 3 clusters Score -404056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -404060.281250 Penalty: 3958.091553
	Iteration 53Q: 3 clusters Score -404060.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -404062.781250 Penalty: 3958.091553
	Iteration 54Q: 3 clusters Score -404062.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -404064.125000 Penalty: 3958.091553
	Iteration 55Q: 3 clusters Score -404064.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -404065.718750 Penalty: 3958.091553
	Iteration 56Q: 3 clusters Score -404065.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -404067.406250 Penalty: 3958.091553
	Iteration 57Q: 3 clusters Score -404067.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -404069.750000 Penalty: 3958.091553
	Iteration 58Q: 3 clusters Score -404069.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -404071.937500 Penalty: 3958.091553
	Iteration 59Q: 3 clusters Score -404071.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -404075.781250 Penalty: 3958.091553
	Iteration 60F: 3 clusters Score -404075.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -404077.000000 Penalty: 3958.091553
	Iteration 61Q: 3 clusters Score -404077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -404079.375000 Penalty: 3958.091553
	Iteration 62Q: 3 clusters Score -404079.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -404081.968750 Penalty: 3958.091553
	Iteration 63Q: 3 clusters Score -404082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -404084.937500 Penalty: 3958.091553
	Iteration 64Q: 3 clusters Score -404084.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -404090.625000 Penalty: 3958.091553
	Iteration 65Q: 3 clusters Score -404090.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -404099.031250 Penalty: 3958.091553
	Iteration 66Q: 3 clusters Score -404099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -404107.125000 Penalty: 3958.091553
	Iteration 67Q: 3 clusters Score -404107.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -404110.218750 Penalty: 3958.091553
	Iteration 68Q: 3 clusters Score -404110.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -404115.906250 Penalty: 3958.091553
	Iteration 69Q: 3 clusters Score -404115.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -404119.843750 Penalty: 3958.091553
	Iteration 70Q: 3 clusters Score -404119.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -404123.312500 Penalty: 3958.091553
	Iteration 71Q: 3 clusters Score -404123.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -404129.125000 Penalty: 3958.091553
	Iteration 72Q: 3 clusters Score -404129.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -404134.187500 Penalty: 3958.091553
	Iteration 73Q: 3 clusters Score -404134.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -404140.937500 Penalty: 3958.091553
	Iteration 74Q: 3 clusters Score -404140.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -404146.125000 Penalty: 3958.091553
	Iteration 75Q: 3 clusters Score -404146.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -404152.281250 Penalty: 3958.091553
	Iteration 76Q: 3 clusters Score -404152.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -404154.812500 Penalty: 3958.091553
	Iteration 77Q: 3 clusters Score -404154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -404157.093750 Penalty: 3958.091553
	Iteration 78Q: 3 clusters Score -404157.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -404159.687500 Penalty: 3958.091553
	Iteration 79Q: 3 clusters Score -404159.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -404166.250000 Penalty: 3958.091553
	Iteration 80F: 3 clusters Score -404166.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -404171.718750 Penalty: 3958.091553
	Iteration 81Q: 3 clusters Score -404171.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -404175.187500 Penalty: 3958.091553
	Iteration 82Q: 3 clusters Score -404175.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -404176.375000 Penalty: 3958.091553
	Iteration 83Q: 3 clusters Score -404176.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -404177.000000 Penalty: 3958.091553
	Iteration 84Q: 3 clusters Score -404177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -404177.000000 Penalty: 3958.091553
	Iteration 85F: 3 clusters Score -404177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 3 contains 134205 members 
Mstep: Class 4 contains 74024 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 106701 members 
Mstep: Class 9 contains 144764 members 
Mstep: Class 10 contains 160387 members 
Mstep: Class 11 contains 156013 members 
Mstep: Class 13 contains 3070 members 
Mstep: Class 14 contains 2307 members 
Mstep: Class 16 contains 45376 members 
Mstep: Class 17 contains 148532 members 
Mstep: Class 18 contains 145862 members 
Mstep: Class 19 contains 162558 members 
Mstep: Class 20 contains 2922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413904.000000 Penalty: 66618.078125
Iteration 39Q: 20 clusters Score -1.804139e+08 nChanged 24485
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 74049 members 
Mstep: Class 3 contains 136001 members 
Mstep: Class 4 contains 73389 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 109784 members 
Mstep: Class 7 contains 8140 members 
Mstep: Class 8 contains 839 members 
Mstep: Class 9 contains 142885 members 
Mstep: Class 10 contains 159708 members 
Mstep: Class 11 contains 156229 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 2306 members 
Mstep: Class 16 contains 45648 members 
Mstep: Class 17 contains 146671 members 
Mstep: Class 18 contains 147248 members 
Mstep: Class 19 contains 162046 members 
Mstep: Class 20 contains 2930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180419008.000000 Penalty: 66618.078125
Iteration 40F: 20 clusters Score -1.80419e+08 nChanged 22818
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 74020 members 
Mstep: Class 3 contains 140496 members 
Mstep: Class 4 contains 72652 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 110525 members 
Mstep: Class 7 contains 8313 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 140761 members 
Mstep: Class 10 contains 158731 members 
Mstep: Class 11 contains 155941 members 
Mstep: Class 12 contains 5734 members 
Mstep: Class 13 contains 3066 members 
Mstep: Class 14 contains 2308 members 
Mstep: Class 16 contains 45880 members 
Mstep: Class 17 contains 144638 members 
Mstep: Class 18 contains 147986 members 
Mstep: Class 19 contains 161708 members 
Mstep: Class 20 contains 2888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180423968.000000 Penalty: 66618.078125
Iteration 41Q: 20 clusters Score -1.80424e+08 nChanged 21937
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 73796 members 
Mstep: Class 3 contains 145361 members 
Mstep: Class 4 contains 71983 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 110848 members 
Mstep: Class 7 contains 8526 members 
Mstep: Class 8 contains 864 members 
Mstep: Class 9 contains 138556 members 
Mstep: Class 10 contains 157804 members 
Mstep: Class 11 contains 155782 members 
Mstep: Class 12 contains 5817 members 
Mstep: Class 13 contains 3048 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 46148 members 
Mstep: Class 17 contains 142433 members 
Mstep: Class 18 contains 148816 members 
Mstep: Class 19 contains 161559 members 
Mstep: Class 20 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180427024.000000 Penalty: 66618.078125
Iteration 42Q: 20 clusters Score -1.80427e+08 nChanged 21816
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 73483 members 
Mstep: Class 3 contains 150847 members 
Mstep: Class 4 contains 71252 members 
Mstep: Class 5 contains 547 members 
Mstep: Class 6 contains 110893 members 
Mstep: Class 7 contains 8707 members 
Mstep: Class 8 contains 869 members 
Mstep: Class 9 contains 136377 members 
Mstep: Class 10 contains 156851 members 
Mstep: Class 11 contains 155822 members 
Mstep: Class 12 contains 5874 members 
Mstep: Class 13 contains 3023 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 46428 members 
Mstep: Class 17 contains 139999 members 
Mstep: Class 18 contains 149579 members 
Mstep: Class 19 contains 161362 members 
Mstep: Class 20 contains 2803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180431296.000000 Penalty: 66618.078125
Iteration 43Q: 20 clusters Score -1.804313e+08 nChanged 22310
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 73060 members 
Mstep: Class 3 contains 156767 members 
Mstep: Class 4 contains 70559 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 110913 members 
Mstep: Class 7 contains 8864 members 
Mstep: Class 8 contains 869 members 
Mstep: Class 9 contains 134185 members 
Mstep: Class 10 contains 155943 members 
Mstep: Class 11 contains 156045 members 
Mstep: Class 12 contains 5936 members 
Mstep: Class 13 contains 2985 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 46712 members 
Mstep: Class 17 contains 137320 members 
Mstep: Class 18 contains 150204 members 
Mstep: Class 19 contains 161008 members 
Mstep: Class 20 contains 2784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435232.000000 Penalty: 66618.078125
Iteration 44Q: 20 clusters Score -1.804352e+08 nChanged 22818
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 72585 members 
Mstep: Class 3 contains 163405 members 
Mstep: Class 4 contains 69868 members 
Mstep: Class 5 contains 572 members 
Mstep: Class 6 contains 110663 members 
Mstep: Class 7 contains 8995 members 
Mstep: Class 8 contains 870 members 
Mstep: Class 9 contains 131985 members 
Mstep: Class 10 contains 155165 members 
Mstep: Class 11 contains 156221 members 
Mstep: Class 12 contains 5982 members 
Mstep: Class 13 contains 2972 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 46946 members 
Mstep: Class 17 contains 134439 members 
Mstep: Class 18 contains 150857 members 
Mstep: Class 19 contains 160434 members 
Mstep: Class 20 contains 2766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439792.000000 Penalty: 66618.078125
Iteration 45Q: 20 clusters Score -1.804398e+08 nChanged 23166
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 71952 members 
Mstep: Class 3 contains 170466 members 
Mstep: Class 4 contains 69142 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 110432 members 
Mstep: Class 7 contains 9094 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 129817 members 
Mstep: Class 10 contains 154531 members 
Mstep: Class 11 contains 156396 members 
Mstep: Class 12 contains 6021 members 
Mstep: Class 13 contains 2954 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 47191 members 
Mstep: Class 17 contains 131372 members 
Mstep: Class 18 contains 151486 members 
Mstep: Class 19 contains 159708 members 
Mstep: Class 20 contains 2730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180443120.000000 Penalty: 66618.078125
Iteration 46Q: 20 clusters Score -1.804431e+08 nChanged 23804
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 71259 members 
Mstep: Class 3 contains 177518 members 
Mstep: Class 4 contains 68390 members 
Mstep: Class 5 contains 580 members 
Mstep: Class 6 contains 110221 members 
Mstep: Class 7 contains 9165 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 127713 members 
Mstep: Class 10 contains 153977 members 
Mstep: Class 11 contains 156664 members 
Mstep: Class 12 contains 6056 members 
Mstep: Class 13 contains 2940 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 47451 members 
Mstep: Class 17 contains 128322 members 
Mstep: Class 18 contains 152127 members 
Mstep: Class 19 contains 158815 members 
Mstep: Class 20 contains 2675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180444016.000000 Penalty: 66618.078125
Iteration 47Q: 20 clusters Score -1.80444e+08 nChanged 24228
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 70495 members 
Mstep: Class 3 contains 184062 members 
Mstep: Class 4 contains 67728 members 
Mstep: Class 5 contains 585 members 
Mstep: Class 6 contains 110226 members 
Mstep: Class 7 contains 9220 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 125833 members 
Mstep: Class 10 contains 153326 members 
Mstep: Class 11 contains 157066 members 
Mstep: Class 12 contains 6110 members 
Mstep: Class 13 contains 2910 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 47698 members 
Mstep: Class 17 contains 125325 members 
Mstep: Class 18 contains 152751 members 
Mstep: Class 19 contains 157941 members 
Mstep: Class 20 contains 2614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3469.102539 but Gain 3506.214844
Score: -180443216.000000 Penalty: 63111.863281
Iteration 48Q: 19 clusters Score -1.804432e+08 nChanged 26500
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 70611 members 
Mstep: Class 3 contains 189913 members 
Mstep: Class 4 contains 67197 members 
Mstep: Class 5 contains 593 members 
Mstep: Class 6 contains 110261 members 
Mstep: Class 7 contains 9272 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 123978 members 
Mstep: Class 10 contains 153115 members 
Mstep: Class 11 contains 157815 members 
Mstep: Class 12 contains 6162 members 
Mstep: Class 13 contains 2878 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 47957 members 
Mstep: Class 17 contains 122591 members 
Mstep: Class 18 contains 153599 members 
Mstep: Class 19 contains 157966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180443472.000000 Penalty: 63111.863281
Iteration 49Q: 19 clusters Score -1.804435e+08 nChanged 24090
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 70093 members 
Mstep: Class 3 contains 193998 members 
Mstep: Class 4 contains 66538 members 
Mstep: Class 5 contains 603 members 
Mstep: Class 6 contains 110433 members 
Mstep: Class 7 contains 9327 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 122144 members 
Mstep: Class 10 contains 152604 members 
Mstep: Class 11 contains 158526 members 
Mstep: Class 12 contains 6231 members 
Mstep: Class 13 contains 2831 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 48207 members 
Mstep: Class 17 contains 119991 members 
Mstep: Class 18 contains 154584 members 
Mstep: Class 19 contains 157821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439488.000000 Penalty: 63111.863281
Iteration 50Q: 19 clusters Score -1.804395e+08 nChanged 22635
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 69565 members 
Mstep: Class 3 contains 196493 members 
Mstep: Class 4 contains 65985 members 
Mstep: Class 5 contains 614 members 
Mstep: Class 6 contains 110618 members 
Mstep: Class 7 contains 9384 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 120439 members 
Mstep: Class 10 contains 152383 members 
Mstep: Class 11 contains 159530 members 
Mstep: Class 12 contains 6311 members 
Mstep: Class 13 contains 2765 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 48441 members 
Mstep: Class 17 contains 117585 members 
Mstep: Class 18 contains 155725 members 
Mstep: Class 19 contains 158121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180434608.000000 Penalty: 63111.863281
Iteration 51Q: 19 clusters Score -1.804346e+08 nChanged 21144
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 69011 members 
Mstep: Class 3 contains 197555 members 
Mstep: Class 4 contains 65473 members 
Mstep: Class 5 contains 622 members 
Mstep: Class 6 contains 110770 members 
Mstep: Class 7 contains 9429 members 
Mstep: Class 8 contains 871 members 
Mstep: Class 9 contains 118917 members 
Mstep: Class 10 contains 152437 members 
Mstep: Class 11 contains 160603 members 
Mstep: Class 12 contains 6433 members 
Mstep: Class 13 contains 2682 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 48655 members 
Mstep: Class 17 contains 115269 members 
Mstep: Class 18 contains 157134 members 
Mstep: Class 19 contains 158990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180431936.000000 Penalty: 63111.863281
Iteration 52Q: 19 clusters Score -1.804319e+08 nChanged 19527
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 68393 members 
Mstep: Class 3 contains 197241 members 
Mstep: Class 4 contains 65056 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 110919 members 
Mstep: Class 7 contains 9456 members 
Mstep: Class 8 contains 873 members 
Mstep: Class 9 contains 117569 members 
Mstep: Class 10 contains 152621 members 
Mstep: Class 11 contains 161870 members 
Mstep: Class 12 contains 6571 members 
Mstep: Class 13 contains 2585 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 48855 members 
Mstep: Class 17 contains 113104 members 
Mstep: Class 18 contains 158750 members 
Mstep: Class 19 contains 160368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180429792.000000 Penalty: 63111.863281
Iteration 53Q: 19 clusters Score -1.804298e+08 nChanged 18417
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 67690 members 
Mstep: Class 3 contains 195960 members 
Mstep: Class 4 contains 64599 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 111029 members 
Mstep: Class 7 contains 9491 members 
Mstep: Class 8 contains 873 members 
Mstep: Class 9 contains 116388 members 
Mstep: Class 10 contains 152971 members 
Mstep: Class 11 contains 163114 members 
Mstep: Class 12 contains 6740 members 
Mstep: Class 13 contains 2515 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 49045 members 
Mstep: Class 17 contains 111202 members 
Mstep: Class 18 contains 160670 members 
Mstep: Class 19 contains 161943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3487.787598 but Gain 3506.214844
Score: -180426896.000000 Penalty: 59605.648438
Iteration 54Q: 18 clusters Score -1.804269e+08 nChanged 19867
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 67178 members 
Mstep: Class 3 contains 194368 members 
Mstep: Class 4 contains 64172 members 
Mstep: Class 5 contains 656 members 
Mstep: Class 6 contains 111039 members 
Mstep: Class 7 contains 9520 members 
Mstep: Class 8 contains 873 members 
Mstep: Class 9 contains 115507 members 
Mstep: Class 10 contains 153751 members 
Mstep: Class 11 contains 164450 members 
Mstep: Class 12 contains 6911 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 49344 members 
Mstep: Class 17 contains 109657 members 
Mstep: Class 18 contains 162665 members 
Mstep: Class 19 contains 164790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180429744.000000 Penalty: 59605.648438
Iteration 55Q: 18 clusters Score -1.804297e+08 nChanged 17302
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 66620 members 
Mstep: Class 3 contains 192513 members 
Mstep: Class 4 contains 63735 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 111027 members 
Mstep: Class 7 contains 9548 members 
Mstep: Class 8 contains 873 members 
Mstep: Class 9 contains 114482 members 
Mstep: Class 10 contains 154235 members 
Mstep: Class 11 contains 164910 members 
Mstep: Class 12 contains 7084 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 49486 members 
Mstep: Class 17 contains 107913 members 
Mstep: Class 18 contains 164703 members 
Mstep: Class 19 contains 167091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180427600.000000 Penalty: 59605.648438
Iteration 56Q: 18 clusters Score -1.804276e+08 nChanged 16336
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 66239 members 
Mstep: Class 3 contains 190687 members 
Mstep: Class 4 contains 63268 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 110971 members 
Mstep: Class 7 contains 9562 members 
Mstep: Class 8 contains 873 members 
Mstep: Class 9 contains 113554 members 
Mstep: Class 10 contains 154859 members 
Mstep: Class 11 contains 164960 members 
Mstep: Class 12 contains 7257 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 49595 members 
Mstep: Class 17 contains 106317 members 
Mstep: Class 18 contains 166602 members 
Mstep: Class 19 contains 169479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180426704.000000 Penalty: 59605.648438
Iteration 57Q: 18 clusters Score -1.804267e+08 nChanged 15507
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 65907 members 
Mstep: Class 3 contains 188899 members 
Mstep: Class 4 contains 62911 members 
Mstep: Class 5 contains 671 members 
Mstep: Class 6 contains 110848 members 
Mstep: Class 7 contains 9575 members 
Mstep: Class 8 contains 874 members 
Mstep: Class 9 contains 112764 members 
Mstep: Class 10 contains 155648 members 
Mstep: Class 11 contains 164748 members 
Mstep: Class 12 contains 7434 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 49668 members 
Mstep: Class 17 contains 104832 members 
Mstep: Class 18 contains 168184 members 
Mstep: Class 19 contains 171933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180425232.000000 Penalty: 59605.648438
Iteration 58Q: 18 clusters Score -1.804252e+08 nChanged 14655
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 65621 members 
Mstep: Class 3 contains 187264 members 
Mstep: Class 4 contains 62630 members 
Mstep: Class 5 contains 679 members 
Mstep: Class 6 contains 110693 members 
Mstep: Class 7 contains 9580 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 112014 members 
Mstep: Class 10 contains 156583 members 
Mstep: Class 11 contains 164479 members 
Mstep: Class 12 contains 7598 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 49711 members 
Mstep: Class 17 contains 103394 members 
Mstep: Class 18 contains 169513 members 
Mstep: Class 19 contains 174267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180424880.000000 Penalty: 59605.648438
Iteration 59Q: 18 clusters Score -1.804249e+08 nChanged 13787
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 65444 members 
Mstep: Class 3 contains 185839 members 
Mstep: Class 4 contains 62323 members 
Mstep: Class 5 contains 686 members 
Mstep: Class 6 contains 110490 members 
Mstep: Class 7 contains 9585 members 
Mstep: Class 8 contains 875 members 
Mstep: Class 9 contains 111350 members 
Mstep: Class 10 contains 157619 members 
Mstep: Class 11 contains 164039 members 
Mstep: Class 12 contains 7755 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 49743 members 
Mstep: Class 17 contains 102113 members 
Mstep: Class 18 contains 170649 members 
Mstep: Class 19 contains 176393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180425152.000000 Penalty: 59605.648438
Iteration 60F: 18 clusters Score -1.804252e+08 nChanged 12996
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 65307 members 
Mstep: Class 3 contains 184778 members 
Mstep: Class 4 contains 62064 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 110273 members 
Mstep: Class 7 contains 9588 members 
Mstep: Class 8 contains 884 members 
Mstep: Class 9 contains 110842 members 
Mstep: Class 10 contains 158770 members 
Mstep: Class 11 contains 163434 members 
Mstep: Class 12 contains 7908 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 49792 members 
Mstep: Class 17 contains 100825 members 
Mstep: Class 18 contains 171500 members 
Mstep: Class 19 contains 178255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180423872.000000 Penalty: 59605.648438
Iteration 61Q: 18 clusters Score -1.804239e+08 nChanged 11727
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 65188 members 
Mstep: Class 3 contains 183952 members 
Mstep: Class 4 contains 61856 members 
Mstep: Class 5 contains 703 members 
Mstep: Class 6 contains 109991 members 
Mstep: Class 7 contains 9587 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 110588 members 
Mstep: Class 10 contains 159992 members 
Mstep: Class 11 contains 162926 members 
Mstep: Class 12 contains 8031 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 49863 members 
Mstep: Class 17 contains 99576 members 
Mstep: Class 18 contains 171930 members 
Mstep: Class 19 contains 179848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180423280.000000 Penalty: 59605.648438
Iteration 62Q: 18 clusters Score -1.804233e+08 nChanged 10879
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 65115 members 
Mstep: Class 3 contains 183410 members 
Mstep: Class 4 contains 61665 members 
Mstep: Class 5 contains 712 members 
Mstep: Class 6 contains 109684 members 
Mstep: Class 7 contains 9579 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 110438 members 
Mstep: Class 10 contains 161180 members 
Mstep: Class 11 contains 162603 members 
Mstep: Class 12 contains 8143 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 49936 members 
Mstep: Class 17 contains 98366 members 
Mstep: Class 18 contains 172151 members 
Mstep: Class 19 contains 181053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180421776.000000 Penalty: 59605.648438
Iteration 63Q: 18 clusters Score -1.804218e+08 nChanged 10150
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 65158 members 
Mstep: Class 3 contains 183092 members 
Mstep: Class 4 contains 61474 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 109397 members 
Mstep: Class 7 contains 9572 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 110384 members 
Mstep: Class 10 contains 162467 members 
Mstep: Class 11 contains 162364 members 
Mstep: Class 12 contains 8252 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 49996 members 
Mstep: Class 17 contains 97182 members 
Mstep: Class 18 contains 172112 members 
Mstep: Class 19 contains 181870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180420400.000000 Penalty: 59605.648438
Iteration 64Q: 18 clusters Score -1.804204e+08 nChanged 9525
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 65203 members 
Mstep: Class 3 contains 182875 members 
Mstep: Class 4 contains 61308 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 109127 members 
Mstep: Class 7 contains 9555 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 110397 members 
Mstep: Class 10 contains 163819 members 
Mstep: Class 11 contains 162205 members 
Mstep: Class 12 contains 8327 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 50078 members 
Mstep: Class 17 contains 96063 members 
Mstep: Class 18 contains 171826 members 
Mstep: Class 19 contains 182541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180420432.000000 Penalty: 59605.648438
Iteration 65Q: 18 clusters Score -1.804204e+08 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 65226 members 
Mstep: Class 3 contains 182707 members 
Mstep: Class 4 contains 61219 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 108852 members 
Mstep: Class 7 contains 9534 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 110417 members 
Mstep: Class 10 contains 165199 members 
Mstep: Class 11 contains 162260 members 
Mstep: Class 12 contains 8394 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 50155 members 
Mstep: Class 17 contains 94995 members 
Mstep: Class 18 contains 171446 members 
Mstep: Class 19 contains 182920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180419616.000000 Penalty: 59605.648438
Iteration 66Q: 18 clusters Score -1.804196e+08 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 65272 members 
Mstep: Class 3 contains 182712 members 
Mstep: Class 4 contains 61095 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 108593 members 
Mstep: Class 7 contains 9515 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 110450 members 
Mstep: Class 10 contains 166516 members 
Mstep: Class 11 contains 162429 members 
Mstep: Class 12 contains 8481 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 50223 members 
Mstep: Class 17 contains 93938 members 
Mstep: Class 18 contains 170996 members 
Mstep: Class 19 contains 183104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180419424.000000 Penalty: 59605.648438
Iteration 67Q: 18 clusters Score -1.804194e+08 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 65271 members 
Mstep: Class 3 contains 182783 members 
Mstep: Class 4 contains 60978 members 
Mstep: Class 5 contains 710 members 
Mstep: Class 6 contains 108372 members 
Mstep: Class 7 contains 9500 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 110498 members 
Mstep: Class 10 contains 167618 members 
Mstep: Class 11 contains 162759 members 
Mstep: Class 12 contains 8565 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 50317 members 
Mstep: Class 17 contains 92950 members 
Mstep: Class 18 contains 170519 members 
Mstep: Class 19 contains 183194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180418960.000000 Penalty: 59605.648438
Iteration 68Q: 18 clusters Score -1.80419e+08 nChanged 7523
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 65279 members 
Mstep: Class 3 contains 182851 members 
Mstep: Class 4 contains 60848 members 
Mstep: Class 5 contains 708 members 
Mstep: Class 6 contains 108170 members 
Mstep: Class 7 contains 9485 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 110575 members 
Mstep: Class 10 contains 168580 members 
Mstep: Class 11 contains 163161 members 
Mstep: Class 12 contains 8641 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 50414 members 
Mstep: Class 17 contains 92038 members 
Mstep: Class 18 contains 170003 members 
Mstep: Class 19 contains 183280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180418448.000000 Penalty: 59605.648438
Iteration 69Q: 18 clusters Score -1.804184e+08 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 65302 members 
Mstep: Class 3 contains 182978 members 
Mstep: Class 4 contains 60718 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 108000 members 
Mstep: Class 7 contains 9467 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 110700 members 
Mstep: Class 10 contains 169308 members 
Mstep: Class 11 contains 163566 members 
Mstep: Class 12 contains 8699 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 50550 members 
Mstep: Class 17 contains 91218 members 
Mstep: Class 18 contains 169570 members 
Mstep: Class 19 contains 183253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180418224.000000 Penalty: 59605.648438
Iteration 70Q: 18 clusters Score -1.804182e+08 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 65338 members 
Mstep: Class 3 contains 183139 members 
Mstep: Class 4 contains 60606 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 107845 members 
Mstep: Class 7 contains 9456 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 110808 members 
Mstep: Class 10 contains 169827 members 
Mstep: Class 11 contains 163991 members 
Mstep: Class 12 contains 8763 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 50699 members 
Mstep: Class 17 contains 90443 members 
Mstep: Class 18 contains 169258 members 
Mstep: Class 19 contains 183156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180417664.000000 Penalty: 59605.648438
Iteration 71Q: 18 clusters Score -1.804177e+08 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 65389 members 
Mstep: Class 3 contains 183392 members 
Mstep: Class 4 contains 60498 members 
Mstep: Class 5 contains 708 members 
Mstep: Class 6 contains 107699 members 
Mstep: Class 7 contains 9445 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 110913 members 
Mstep: Class 10 contains 170155 members 
Mstep: Class 11 contains 164478 members 
Mstep: Class 12 contains 8831 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 16 contains 50852 members 
Mstep: Class 17 contains 89707 members 
Mstep: Class 18 contains 168990 members 
Mstep: Class 19 contains 182979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180417328.000000 Penalty: 59605.648438
Iteration 72Q: 18 clusters Score -1.804173e+08 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 65438 members 
Mstep: Class 3 contains 183682 members 
Mstep: Class 4 contains 60431 members 
Mstep: Class 5 contains 708 members 
Mstep: Class 6 contains 107603 members 
Mstep: Class 7 contains 9438 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 110964 members 
Mstep: Class 10 contains 170284 members 
Mstep: Class 11 contains 164976 members 
Mstep: Class 12 contains 8904 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 16 contains 50967 members 
Mstep: Class 17 contains 89053 members 
Mstep: Class 18 contains 168792 members 
Mstep: Class 19 contains 182794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180417088.000000 Penalty: 59605.648438
Iteration 73Q: 18 clusters Score -1.804171e+08 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 65485 members 
Mstep: Class 3 contains 183934 members 
Mstep: Class 4 contains 60374 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 107523 members 
Mstep: Class 7 contains 9432 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 110986 members 
Mstep: Class 10 contains 170236 members 
Mstep: Class 11 contains 165551 members 
Mstep: Class 12 contains 8983 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 16 contains 51085 members 
Mstep: Class 17 contains 88447 members 
Mstep: Class 18 contains 168650 members 
Mstep: Class 19 contains 182643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416672.000000 Penalty: 59605.648438
Iteration 74Q: 18 clusters Score -1.804167e+08 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 65520 members 
Mstep: Class 3 contains 184197 members 
Mstep: Class 4 contains 60295 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 107444 members 
Mstep: Class 7 contains 9422 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 111021 members 
Mstep: Class 10 contains 170071 members 
Mstep: Class 11 contains 166102 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 16 contains 51217 members 
Mstep: Class 17 contains 87891 members 
Mstep: Class 18 contains 168642 members 
Mstep: Class 19 contains 182465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416592.000000 Penalty: 59605.648438
Iteration 75Q: 18 clusters Score -1.804166e+08 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 65546 members 
Mstep: Class 3 contains 184432 members 
Mstep: Class 4 contains 60193 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 107354 members 
Mstep: Class 7 contains 9411 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 111061 members 
Mstep: Class 10 contains 169867 members 
Mstep: Class 11 contains 166501 members 
Mstep: Class 12 contains 9124 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 16 contains 51330 members 
Mstep: Class 17 contains 87391 members 
Mstep: Class 18 contains 168726 members 
Mstep: Class 19 contains 182398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416560.000000 Penalty: 59605.648438
Iteration 76Q: 18 clusters Score -1.804166e+08 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 65569 members 
Mstep: Class 3 contains 184720 members 
Mstep: Class 4 contains 60096 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 107269 members 
Mstep: Class 7 contains 9403 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 111116 members 
Mstep: Class 10 contains 169615 members 
Mstep: Class 11 contains 166852 members 
Mstep: Class 12 contains 9196 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 16 contains 51451 members 
Mstep: Class 17 contains 86929 members 
Mstep: Class 18 contains 168877 members 
Mstep: Class 19 contains 182242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415936.000000 Penalty: 59605.648438
Iteration 77Q: 18 clusters Score -1.804159e+08 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 65563 members 
Mstep: Class 3 contains 185003 members 
Mstep: Class 4 contains 59996 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 107172 members 
Mstep: Class 7 contains 9398 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 111129 members 
Mstep: Class 10 contains 169420 members 
Mstep: Class 11 contains 167106 members 
Mstep: Class 12 contains 9283 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 16 contains 51539 members 
Mstep: Class 17 contains 86487 members 
Mstep: Class 18 contains 169096 members 
Mstep: Class 19 contains 182143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415184.000000 Penalty: 59605.648438
Iteration 78Q: 18 clusters Score -1.804152e+08 nChanged 3884
Entering ConstructFrom: 
Score: -180415184.000000 Penalty: 59605.648438
Entering ConstructFrom: 
Trying to split cluster 1 (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: -415670.875000 Penalty: 1999.639526
	Iteration 0F: 2 clusters Score -415670.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -412296.812500 Penalty: 3999.279053
	Iteration 0F: 3 clusters Score -412296.8 nChanged 1144
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: -413212.406250 Penalty: 3999.279053
	Iteration 1F: 3 clusters Score -413212.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -413527.875000 Penalty: 3999.279053
	Iteration 2F: 3 clusters Score -413527.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -413958.093750 Penalty: 3999.279053
	Iteration 3F: 3 clusters Score -413958.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -414655.093750 Penalty: 3999.279053
	Iteration 4F: 3 clusters Score -414655.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -415507.187500 Penalty: 3999.279053
	Iteration 5F: 3 clusters Score -415507.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -416235.593750 Penalty: 3999.279053
	Iteration 6F: 3 clusters Score -416235.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -416548.812500 Penalty: 3999.279053
	Iteration 7F: 3 clusters Score -416548.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -416628.562500 Penalty: 3999.279053
	Iteration 8Q: 3 clusters Score -416628.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -416657.656250 Penalty: 3999.279053
	Iteration 9Q: 3 clusters Score -416657.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -416669.312500 Penalty: 3999.279053
	Iteration 10Q: 3 clusters Score -416669.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -416682.843750 Penalty: 3999.279053
	Iteration 11Q: 3 clusters Score -416682.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -416693.968750 Penalty: 3999.279053
	Iteration 12Q: 3 clusters Score -416694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -416699.812500 Penalty: 3999.279053
	Iteration 13Q: 3 clusters Score -416699.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -416706.218750 Penalty: 3999.279053
	Iteration 14Q: 3 clusters Score -416706.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -416709.781250 Penalty: 3999.279053
	Iteration 15Q: 3 clusters Score -416709.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -416710.250000 Penalty: 3999.279053
	Iteration 16Q: 3 clusters Score -416710.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -416712.000000 Penalty: 3999.279053
	Iteration 17Q: 3 clusters Score -416712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -416712.625000 Penalty: 3999.279053
	Iteration 18Q: 3 clusters Score -416712.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -416713.625000 Penalty: 3999.279053
	Iteration 19Q: 3 clusters Score -416713.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -416713.937500 Penalty: 3999.279053
	Iteration 20F: 3 clusters Score -416713.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 65554 members 
Mstep: Class 3 contains 185225 members 
Mstep: Class 4 contains 59908 members 
Mstep: Class 5 contains 703 members 
Mstep: Class 6 contains 107064 members 
Mstep: Class 7 contains 9392 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 111163 members 
Mstep: Class 10 contains 169208 members 
Mstep: Class 11 contains 167260 members 
Mstep: Class 12 contains 9359 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 16 contains 51644 members 
Mstep: Class 17 contains 86087 members 
Mstep: Class 18 contains 169406 members 
Mstep: Class 19 contains 182066 members 
Entering Unmasked Estep 
Score: -180413216.000000 Penalty: 63111.863281
Splitting cluster 1 changes total score from -180415184.000000 to -180413216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (65554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65554 members 
Entering Unmasked Estep 
Score: -8707595.000000 Penalty: 2750.476074
	Iteration 0F: 2 clusters Score -8707595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -8663432.000000 Penalty: 5500.952148
	Iteration 0F: 3 clusters Score -8663432 nChanged 30673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -8680458.000000 Penalty: 5500.952148
	Iteration 1F: 3 clusters Score -8680458 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -8681004.000000 Penalty: 5500.952148
	Iteration 2Q: 3 clusters Score -8681004 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -8681654.000000 Penalty: 5500.952148
	Iteration 3Q: 3 clusters Score -8681654 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -8682434.000000 Penalty: 5500.952148
	Iteration 4Q: 3 clusters Score -8682434 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -8683459.000000 Penalty: 5500.952148
	Iteration 5Q: 3 clusters Score -8683459 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -8685136.000000 Penalty: 5500.952148
	Iteration 6F: 3 clusters Score -8685136 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -8687280.000000 Penalty: 5500.952148
	Iteration 7F: 3 clusters Score -8687280 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -8690103.000000 Penalty: 5500.952148
	Iteration 8F: 3 clusters Score -8690103 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -8693681.000000 Penalty: 5500.952148
	Iteration 9F: 3 clusters Score -8693681 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -8697659.000000 Penalty: 5500.952148
	Iteration 10F: 3 clusters Score -8697659 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -8700944.000000 Penalty: 5500.952148
	Iteration 11F: 3 clusters Score -8700944 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -8702427.000000 Penalty: 5500.952148
	Iteration 12Q: 3 clusters Score -8702427 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -8703004.000000 Penalty: 5500.952148
	Iteration 13Q: 3 clusters Score -8703004 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -8703344.000000 Penalty: 5500.952148
	Iteration 14Q: 3 clusters Score -8703344 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -8703582.000000 Penalty: 5500.952148
	Iteration 15Q: 3 clusters Score -8703582 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 53269 members 
Entering Unmasked Estep 
Score: -8703792.000000 Penalty: 5500.952148
	Iteration 16Q: 3 clusters Score -8703792 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
Score: -8703957.000000 Penalty: 5500.952148
	Iteration 17Q: 3 clusters Score -8703957 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -8704099.000000 Penalty: 5500.952148
	Iteration 18Q: 3 clusters Score -8704099 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 54924 members 
Entering Unmasked Estep 
Score: -8704229.000000 Penalty: 5500.952148
	Iteration 19Q: 3 clusters Score -8704229 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 55411 members 
Entering Unmasked Estep 
Score: -8704343.000000 Penalty: 5500.952148
	Iteration 20F: 3 clusters Score -8704343 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 55894 members 
Entering Unmasked Estep 
Score: -8704486.000000 Penalty: 5500.952148
	Iteration 21Q: 3 clusters Score -8704486 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 56337 members 
Entering Unmasked Estep 
Score: -8704557.000000 Penalty: 5500.952148
	Iteration 22Q: 3 clusters Score -8704557 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -8704701.000000 Penalty: 5500.952148
	Iteration 23Q: 3 clusters Score -8704701 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
Score: -8704776.000000 Penalty: 5500.952148
	Iteration 24Q: 3 clusters Score -8704776 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 57587 members 
Entering Unmasked Estep 
Score: -8704868.000000 Penalty: 5500.952148
	Iteration 25Q: 3 clusters Score -8704868 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 57980 members 
Entering Unmasked Estep 
Score: -8705001.000000 Penalty: 5500.952148
	Iteration 26Q: 3 clusters Score -8705001 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 58323 members 
Entering Unmasked Estep 
Score: -8705068.000000 Penalty: 5500.952148
	Iteration 27Q: 3 clusters Score -8705068 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 58649 members 
Entering Unmasked Estep 
Score: -8705149.000000 Penalty: 5500.952148
	Iteration 28Q: 3 clusters Score -8705149 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 58939 members 
Entering Unmasked Estep 
Score: -8705181.000000 Penalty: 5500.952148
	Iteration 29Q: 3 clusters Score -8705181 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
Score: -8705288.000000 Penalty: 5500.952148
	Iteration 30Q: 3 clusters Score -8705288 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 59448 members 
Entering Unmasked Estep 
Score: -8705351.000000 Penalty: 5500.952148
	Iteration 31Q: 3 clusters Score -8705351 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 59686 members 
Entering Unmasked Estep 
Score: -8705401.000000 Penalty: 5500.952148
	Iteration 32Q: 3 clusters Score -8705401 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -8705435.000000 Penalty: 5500.952148
	Iteration 33Q: 3 clusters Score -8705435 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 60090 members 
Entering Unmasked Estep 
Score: -8705488.000000 Penalty: 5500.952148
	Iteration 34Q: 3 clusters Score -8705488 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 60256 members 
Entering Unmasked Estep 
Score: -8705485.000000 Penalty: 5500.952148
	Iteration 35Q: 3 clusters Score -8705485 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 60431 members 
Entering Unmasked Estep 
Score: -8705524.000000 Penalty: 5500.952148
	Iteration 36Q: 3 clusters Score -8705524 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 60591 members 
Entering Unmasked Estep 
Score: -8705550.000000 Penalty: 5500.952148
	Iteration 37Q: 3 clusters Score -8705550 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -8705574.000000 Penalty: 5500.952148
	Iteration 38Q: 3 clusters Score -8705574 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 60858 members 
Entering Unmasked Estep 
Score: -8705612.000000 Penalty: 5500.952148
	Iteration 39Q: 3 clusters Score -8705612 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 60970 members 
Entering Unmasked Estep 
Score: -8705625.000000 Penalty: 5500.952148
	Iteration 40F: 3 clusters Score -8705625 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -8705637.000000 Penalty: 5500.952148
	Iteration 41Q: 3 clusters Score -8705637 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 61187 members 
Entering Unmasked Estep 
Score: -8705638.000000 Penalty: 5500.952148
	Iteration 42Q: 3 clusters Score -8705638 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 61273 members 
Entering Unmasked Estep 
Score: -8705666.000000 Penalty: 5500.952148
	Iteration 43Q: 3 clusters Score -8705666 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 61351 members 
Entering Unmasked Estep 
Score: -8705669.000000 Penalty: 5500.952148
	Iteration 44Q: 3 clusters Score -8705669 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 61427 members 
Entering Unmasked Estep 
Score: -8705663.000000 Penalty: 5500.952148
	Iteration 45Q: 3 clusters Score -8705663 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 61497 members 
Entering Unmasked Estep 
Score: -8705661.000000 Penalty: 5500.952148
	Iteration 46Q: 3 clusters Score -8705661 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -8705689.000000 Penalty: 5500.952148
	Iteration 47Q: 3 clusters Score -8705689 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 61645 members 
Entering Unmasked Estep 
Score: -8705706.000000 Penalty: 5500.952148
	Iteration 48Q: 3 clusters Score -8705706 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 61693 members 
Entering Unmasked Estep 
Score: -8705712.000000 Penalty: 5500.952148
	Iteration 49Q: 3 clusters Score -8705712 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -8705717.000000 Penalty: 5500.952148
	Iteration 50Q: 3 clusters Score -8705717 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -8705720.000000 Penalty: 5500.952148
	Iteration 51Q: 3 clusters Score -8705720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 61848 members 
Entering Unmasked Estep 
Score: -8705726.000000 Penalty: 5500.952148
	Iteration 52Q: 3 clusters Score -8705726 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 61896 members 
Entering Unmasked Estep 
Score: -8705737.000000 Penalty: 5500.952148
	Iteration 53Q: 3 clusters Score -8705737 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 61942 members 
Entering Unmasked Estep 
Score: -8705752.000000 Penalty: 5500.952148
	Iteration 54Q: 3 clusters Score -8705752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 61984 members 
Entering Unmasked Estep 
Score: -8705754.000000 Penalty: 5500.952148
	Iteration 55Q: 3 clusters Score -8705754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 62028 members 
Entering Unmasked Estep 
Score: -8705774.000000 Penalty: 5500.952148
	Iteration 56Q: 3 clusters Score -8705774 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 62071 members 
Entering Unmasked Estep 
Score: -8705779.000000 Penalty: 5500.952148
	Iteration 57Q: 3 clusters Score -8705779 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 62110 members 
Entering Unmasked Estep 
Score: -8705771.000000 Penalty: 5500.952148
	Iteration 58Q: 3 clusters Score -8705771 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 62149 members 
Entering Unmasked Estep 
Score: -8705784.000000 Penalty: 5500.952148
	Iteration 59Q: 3 clusters Score -8705784 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 62188 members 
Entering Unmasked Estep 
Score: -8705773.000000 Penalty: 5500.952148
	Iteration 60F: 3 clusters Score -8705773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 62214 members 
Entering Unmasked Estep 
Score: -8705779.000000 Penalty: 5500.952148
	Iteration 61Q: 3 clusters Score -8705779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 62245 members 
Entering Unmasked Estep 
Score: -8705776.000000 Penalty: 5500.952148
	Iteration 62Q: 3 clusters Score -8705776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 62270 members 
Entering Unmasked Estep 
Score: -8705778.000000 Penalty: 5500.952148
	Iteration 63Q: 3 clusters Score -8705778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 62289 members 
Entering Unmasked Estep 
Score: -8705776.000000 Penalty: 5500.952148
	Iteration 64Q: 3 clusters Score -8705776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 62304 members 
Entering Unmasked Estep 
Score: -8705780.000000 Penalty: 5500.952148
	Iteration 65Q: 3 clusters Score -8705780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 62316 members 
Entering Unmasked Estep 
Score: -8705786.000000 Penalty: 5500.952148
	Iteration 66Q: 3 clusters Score -8705786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 62322 members 
Entering Unmasked Estep 
Score: -8705783.000000 Penalty: 5500.952148
	Iteration 67Q: 3 clusters Score -8705783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 62328 members 
Entering Unmasked Estep 
Score: -8705784.000000 Penalty: 5500.952148
	Iteration 68Q: 3 clusters Score -8705784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 62333 members 
Entering Unmasked Estep 
Score: -8705777.000000 Penalty: 5500.952148
	Iteration 69Q: 3 clusters Score -8705777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 62337 members 
Entering Unmasked Estep 
Score: -8705788.000000 Penalty: 5500.952148
	Iteration 70Q: 3 clusters Score -8705788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 62349 members 
Entering Unmasked Estep 
Score: -8705799.000000 Penalty: 5500.952148
	Iteration 71Q: 3 clusters Score -8705799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -8705802.000000 Penalty: 5500.952148
	Iteration 72Q: 3 clusters Score -8705802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 62380 members 
Entering Unmasked Estep 
Score: -8705796.000000 Penalty: 5500.952148
	Iteration 73Q: 3 clusters Score -8705796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 62396 members 
Entering Unmasked Estep 
Score: -8705798.000000 Penalty: 5500.952148
	Iteration 74Q: 3 clusters Score -8705798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 62414 members 
Entering Unmasked Estep 
Score: -8705818.000000 Penalty: 5500.952148
	Iteration 75Q: 3 clusters Score -8705818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 62428 members 
Entering Unmasked Estep 
Score: -8705816.000000 Penalty: 5500.952148
	Iteration 76Q: 3 clusters Score -8705816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 62445 members 
Entering Unmasked Estep 
Score: -8705807.000000 Penalty: 5500.952148
	Iteration 77Q: 3 clusters Score -8705807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 62459 members 
Entering Unmasked Estep 
Score: -8705810.000000 Penalty: 5500.952148
	Iteration 78Q: 3 clusters Score -8705810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 62472 members 
Entering Unmasked Estep 
Score: -8705820.000000 Penalty: 5500.952148
	Iteration 79Q: 3 clusters Score -8705820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 62485 members 
Entering Unmasked Estep 
Score: -8705823.000000 Penalty: 5500.952148
	Iteration 80F: 3 clusters Score -8705823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 62500 members 
Entering Unmasked Estep 
Score: -8705821.000000 Penalty: 5500.952148
	Iteration 81Q: 3 clusters Score -8705821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -8705813.000000 Penalty: 5500.952148
	Iteration 82Q: 3 clusters Score -8705813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 62529 members 
Entering Unmasked Estep 
Score: -8705817.000000 Penalty: 5500.952148
	Iteration 83Q: 3 clusters Score -8705817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 62538 members 
Entering Unmasked Estep 
Score: -8705826.000000 Penalty: 5500.952148
	Iteration 84Q: 3 clusters Score -8705826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -8705836.000000 Penalty: 5500.952148
	Iteration 85Q: 3 clusters Score -8705836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 62556 members 
Entering Unmasked Estep 
Score: -8705838.000000 Penalty: 5500.952148
	Iteration 86Q: 3 clusters Score -8705838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 62566 members 
Entering Unmasked Estep 
Score: -8705845.000000 Penalty: 5500.952148
	Iteration 87Q: 3 clusters Score -8705845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 62573 members 
Entering Unmasked Estep 
Score: -8705849.000000 Penalty: 5500.952148
	Iteration 88Q: 3 clusters Score -8705849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 62580 members 
Entering Unmasked Estep 
Score: -8705835.000000 Penalty: 5500.952148
	Iteration 89Q: 3 clusters Score -8705835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 62589 members 
Entering Unmasked Estep 
Score: -8705840.000000 Penalty: 5500.952148
	Iteration 90Q: 3 clusters Score -8705840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 62599 members 
Entering Unmasked Estep 
Score: -8705836.000000 Penalty: 5500.952148
	Iteration 91Q: 3 clusters Score -8705836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 62609 members 
Entering Unmasked Estep 
Score: -8705838.000000 Penalty: 5500.952148
	Iteration 92Q: 3 clusters Score -8705838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 62615 members 
Entering Unmasked Estep 
Score: -8705833.000000 Penalty: 5500.952148
	Iteration 93Q: 3 clusters Score -8705833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 62625 members 
Entering Unmasked Estep 
Score: -8705840.000000 Penalty: 5500.952148
	Iteration 94Q: 3 clusters Score -8705840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 62635 members 
Entering Unmasked Estep 
Score: -8705847.000000 Penalty: 5500.952148
	Iteration 95Q: 3 clusters Score -8705847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 62645 members 
Entering Unmasked Estep 
Score: -8705861.000000 Penalty: 5500.952148
	Iteration 96Q: 3 clusters Score -8705861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 62655 members 
Entering Unmasked Estep 
Score: -8705866.000000 Penalty: 5500.952148
	Iteration 97Q: 3 clusters Score -8705866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 62664 members 
Entering Unmasked Estep 
Score: -8705863.000000 Penalty: 5500.952148
	Iteration 98Q: 3 clusters Score -8705863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 62667 members 
Entering Unmasked Estep 
Score: -8705860.000000 Penalty: 5500.952148
	Iteration 99Q: 3 clusters Score -8705860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 62668 members 
Entering Unmasked Estep 
Score: -8705852.000000 Penalty: 5500.952148
	Iteration 100F: 3 clusters Score -8705852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 62669 members 
Entering Unmasked Estep 
Score: -8705849.000000 Penalty: 5500.952148
	Iteration 101Q: 3 clusters Score -8705849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 62671 members 
Entering Unmasked Estep 
Score: -8705846.000000 Penalty: 5500.952148
	Iteration 102Q: 3 clusters Score -8705846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 62674 members 
Entering Unmasked Estep 
Score: -8705858.000000 Penalty: 5500.952148
	Iteration 103Q: 3 clusters Score -8705858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 62674 members 
Entering Unmasked Estep 
Score: -8705858.000000 Penalty: 5500.952148
	Iteration 104F: 3 clusters Score -8705858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (185225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185225 members 
Entering Unmasked Estep 
Score: -24858426.000000 Penalty: 3008.072998
	Iteration 0F: 2 clusters Score -2.485843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92452 members 
Mstep: Class 2 contains 92773 members 
Entering Unmasked Estep 
Score: -24742346.000000 Penalty: 6016.145996
	Iteration 0F: 3 clusters Score -2.474235e+07 nChanged 89103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90541 members 
Mstep: Class 2 contains 94684 members 
Entering Unmasked Estep 
Score: -24794250.000000 Penalty: 6016.145996
	Iteration 1F: 3 clusters Score -2.479425e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89507 members 
Mstep: Class 2 contains 95718 members 
Entering Unmasked Estep 
Score: -24795460.000000 Penalty: 6016.145996
	Iteration 2Q: 3 clusters Score -2.479546e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88133 members 
Mstep: Class 2 contains 97092 members 
Entering Unmasked Estep 
Score: -24796894.000000 Penalty: 6016.145996
	Iteration 3Q: 3 clusters Score -2.479689e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86102 members 
Mstep: Class 2 contains 99123 members 
Entering Unmasked Estep 
Score: -24798850.000000 Penalty: 6016.145996
	Iteration 4Q: 3 clusters Score -2.479885e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83588 members 
Mstep: Class 2 contains 101637 members 
Entering Unmasked Estep 
Score: -24802240.000000 Penalty: 6016.145996
	Iteration 5Q: 3 clusters Score -2.480224e+07 nChanged 9140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80684 members 
Mstep: Class 2 contains 104541 members 
Entering Unmasked Estep 
Score: -24807974.000000 Penalty: 6016.145996
	Iteration 6Q: 3 clusters Score -2.480797e+07 nChanged 11134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77590 members 
Mstep: Class 2 contains 107635 members 
Entering Unmasked Estep 
Score: -24816642.000000 Penalty: 6016.145996
	Iteration 7F: 3 clusters Score -2.481664e+07 nChanged 12672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 110375 members 
Entering Unmasked Estep 
Score: -24826706.000000 Penalty: 6016.145996
	Iteration 8F: 3 clusters Score -2.482671e+07 nChanged 12447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72779 members 
Mstep: Class 2 contains 112446 members 
Entering Unmasked Estep 
Score: -24835520.000000 Penalty: 6016.145996
	Iteration 9F: 3 clusters Score -2.483552e+07 nChanged 10006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71707 members 
Mstep: Class 2 contains 113518 members 
Entering Unmasked Estep 
Score: -24840742.000000 Penalty: 6016.145996
	Iteration 10F: 3 clusters Score -2.484074e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71304 members 
Mstep: Class 2 contains 113921 members 
Entering Unmasked Estep 
Score: -24843066.000000 Penalty: 6016.145996
	Iteration 11Q: 3 clusters Score -2.484307e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71241 members 
Mstep: Class 2 contains 113984 members 
Entering Unmasked Estep 
Score: -24844180.000000 Penalty: 6016.145996
	Iteration 12Q: 3 clusters Score -2.484418e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71341 members 
Mstep: Class 2 contains 113884 members 
Entering Unmasked Estep 
Score: -24844932.000000 Penalty: 6016.145996
	Iteration 13Q: 3 clusters Score -2.484493e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71568 members 
Mstep: Class 2 contains 113657 members 
Entering Unmasked Estep 
Score: -24845370.000000 Penalty: 6016.145996
	Iteration 14Q: 3 clusters Score -2.484537e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71922 members 
Mstep: Class 2 contains 113303 members 
Entering Unmasked Estep 
Score: -24845638.000000 Penalty: 6016.145996
	Iteration 15Q: 3 clusters Score -2.484564e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72400 members 
Mstep: Class 2 contains 112825 members 
Entering Unmasked Estep 
Score: -24845972.000000 Penalty: 6016.145996
	Iteration 16Q: 3 clusters Score -2.484597e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72939 members 
Mstep: Class 2 contains 112286 members 
Entering Unmasked Estep 
Score: -24846274.000000 Penalty: 6016.145996
	Iteration 17Q: 3 clusters Score -2.484627e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73542 members 
Mstep: Class 2 contains 111683 members 
Entering Unmasked Estep 
Score: -24846580.000000 Penalty: 6016.145996
	Iteration 18Q: 3 clusters Score -2.484658e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74240 members 
Mstep: Class 2 contains 110985 members 
Entering Unmasked Estep 
Score: -24846766.000000 Penalty: 6016.145996
	Iteration 19Q: 3 clusters Score -2.484677e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75050 members 
Mstep: Class 2 contains 110175 members 
Entering Unmasked Estep 
Score: -24846988.000000 Penalty: 6016.145996
	Iteration 20F: 3 clusters Score -2.484699e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75842 members 
Mstep: Class 2 contains 109383 members 
Entering Unmasked Estep 
Score: -24847204.000000 Penalty: 6016.145996
	Iteration 21Q: 3 clusters Score -2.48472e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76701 members 
Mstep: Class 2 contains 108524 members 
Entering Unmasked Estep 
Score: -24847472.000000 Penalty: 6016.145996
	Iteration 22Q: 3 clusters Score -2.484747e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77616 members 
Mstep: Class 2 contains 107609 members 
Entering Unmasked Estep 
Score: -24847688.000000 Penalty: 6016.145996
	Iteration 23Q: 3 clusters Score -2.484769e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78601 members 
Mstep: Class 2 contains 106624 members 
Entering Unmasked Estep 
Score: -24847896.000000 Penalty: 6016.145996
	Iteration 24Q: 3 clusters Score -2.48479e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79641 members 
Mstep: Class 2 contains 105584 members 
Entering Unmasked Estep 
Score: -24848092.000000 Penalty: 6016.145996
	Iteration 25Q: 3 clusters Score -2.484809e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80727 members 
Mstep: Class 2 contains 104498 members 
Entering Unmasked Estep 
Score: -24848344.000000 Penalty: 6016.145996
	Iteration 26Q: 3 clusters Score -2.484834e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81820 members 
Mstep: Class 2 contains 103405 members 
Entering Unmasked Estep 
Score: -24848520.000000 Penalty: 6016.145996
	Iteration 27Q: 3 clusters Score -2.484852e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82874 members 
Mstep: Class 2 contains 102351 members 
Entering Unmasked Estep 
Score: -24848690.000000 Penalty: 6016.145996
	Iteration 28Q: 3 clusters Score -2.484869e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83971 members 
Mstep: Class 2 contains 101254 members 
Entering Unmasked Estep 
Score: -24848892.000000 Penalty: 6016.145996
	Iteration 29Q: 3 clusters Score -2.484889e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85084 members 
Mstep: Class 2 contains 100141 members 
Entering Unmasked Estep 
Score: -24849120.000000 Penalty: 6016.145996
	Iteration 30Q: 3 clusters Score -2.484912e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86220 members 
Mstep: Class 2 contains 99005 members 
Entering Unmasked Estep 
Score: -24849268.000000 Penalty: 6016.145996
	Iteration 31Q: 3 clusters Score -2.484927e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87404 members 
Mstep: Class 2 contains 97821 members 
Entering Unmasked Estep 
Score: -24849378.000000 Penalty: 6016.145996
	Iteration 32Q: 3 clusters Score -2.484938e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88648 members 
Mstep: Class 2 contains 96577 members 
Entering Unmasked Estep 
Score: -24849576.000000 Penalty: 6016.145996
	Iteration 33Q: 3 clusters Score -2.484958e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89909 members 
Mstep: Class 2 contains 95316 members 
Entering Unmasked Estep 
Score: -24849780.000000 Penalty: 6016.145996
	Iteration 34Q: 3 clusters Score -2.484978e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91131 members 
Mstep: Class 2 contains 94094 members 
Entering Unmasked Estep 
Score: -24849920.000000 Penalty: 6016.145996
	Iteration 35Q: 3 clusters Score -2.484992e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92308 members 
Mstep: Class 2 contains 92917 members 
Entering Unmasked Estep 
Score: -24850118.000000 Penalty: 6016.145996
	Iteration 36Q: 3 clusters Score -2.485012e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93566 members 
Mstep: Class 2 contains 91659 members 
Entering Unmasked Estep 
Score: -24850192.000000 Penalty: 6016.145996
	Iteration 37Q: 3 clusters Score -2.485019e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94839 members 
Mstep: Class 2 contains 90386 members 
Entering Unmasked Estep 
Score: -24850430.000000 Penalty: 6016.145996
	Iteration 38Q: 3 clusters Score -2.485043e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96077 members 
Mstep: Class 2 contains 89148 members 
Entering Unmasked Estep 
Score: -24850530.000000 Penalty: 6016.145996
	Iteration 39Q: 3 clusters Score -2.485053e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97304 members 
Mstep: Class 2 contains 87921 members 
Entering Unmasked Estep 
Score: -24850724.000000 Penalty: 6016.145996
	Iteration 40F: 3 clusters Score -2.485072e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98496 members 
Mstep: Class 2 contains 86729 members 
Entering Unmasked Estep 
Score: -24850924.000000 Penalty: 6016.145996
	Iteration 41Q: 3 clusters Score -2.485092e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99690 members 
Mstep: Class 2 contains 85535 members 
Entering Unmasked Estep 
Score: -24851150.000000 Penalty: 6016.145996
	Iteration 42Q: 3 clusters Score -2.485115e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100886 members 
Mstep: Class 2 contains 84339 members 
Entering Unmasked Estep 
Score: -24851226.000000 Penalty: 6016.145996
	Iteration 43Q: 3 clusters Score -2.485123e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102101 members 
Mstep: Class 2 contains 83124 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2.485137e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103283 members 
Mstep: Class 2 contains 81942 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2.485145e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104448 members 
Mstep: Class 2 contains 80777 members 
Entering Unmasked Estep 
Score: -24851538.000000 Penalty: 6016.145996
	Iteration 46Q: 3 clusters Score -2.485154e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105548 members 
Mstep: Class 2 contains 79677 members 
Entering Unmasked Estep 
Score: -24851696.000000 Penalty: 6016.145996
	Iteration 47Q: 3 clusters Score -2.48517e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106600 members 
Mstep: Class 2 contains 78625 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2.485188e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107634 members 
Mstep: Class 2 contains 77591 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2.485206e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108675 members 
Mstep: Class 2 contains 76550 members 
Entering Unmasked Estep 
Score: -24852156.000000 Penalty: 6016.145996
	Iteration 50Q: 3 clusters Score -2.485216e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109734 members 
Mstep: Class 2 contains 75491 members 
Entering Unmasked Estep 
Score: -24852342.000000 Penalty: 6016.145996
	Iteration 51Q: 3 clusters Score -2.485234e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110770 members 
Mstep: Class 2 contains 74455 members 
Entering Unmasked Estep 
Score: -24852380.000000 Penalty: 6016.145996
	Iteration 52Q: 3 clusters Score -2.485238e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111853 members 
Mstep: Class 2 contains 73372 members 
Entering Unmasked Estep 
Score: -24852528.000000 Penalty: 6016.145996
	Iteration 53Q: 3 clusters Score -2.485253e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112897 members 
Mstep: Class 2 contains 72328 members 
Entering Unmasked Estep 
Score: -24852658.000000 Penalty: 6016.145996
	Iteration 54Q: 3 clusters Score -2.485266e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114012 members 
Mstep: Class 2 contains 71213 members 
Entering Unmasked Estep 
Score: -24852818.000000 Penalty: 6016.145996
	Iteration 55Q: 3 clusters Score -2.485282e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115193 members 
Mstep: Class 2 contains 70032 members 
Entering Unmasked Estep 
Score: -24853018.000000 Penalty: 6016.145996
	Iteration 56Q: 3 clusters Score -2.485302e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116415 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
Score: -24853122.000000 Penalty: 6016.145996
	Iteration 57Q: 3 clusters Score -2.485312e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117634 members 
Mstep: Class 2 contains 67591 members 
Entering Unmasked Estep 
Score: -24853300.000000 Penalty: 6016.145996
	Iteration 58Q: 3 clusters Score -2.48533e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118892 members 
Mstep: Class 2 contains 66333 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2.485336e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120191 members 
Mstep: Class 2 contains 65034 members 
Entering Unmasked Estep 
Score: -24853602.000000 Penalty: 6016.145996
	Iteration 60F: 3 clusters Score -2.48536e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121483 members 
Mstep: Class 2 contains 63742 members 
Entering Unmasked Estep 
Score: -24853920.000000 Penalty: 6016.145996
	Iteration 61Q: 3 clusters Score -2.485392e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122765 members 
Mstep: Class 2 contains 62460 members 
Entering Unmasked Estep 
Score: -24854034.000000 Penalty: 6016.145996
	Iteration 62Q: 3 clusters Score -2.485403e+07 nChanged 1337
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124102 members 
Mstep: Class 2 contains 61123 members 
Entering Unmasked Estep 
Score: -24854134.000000 Penalty: 6016.145996
	Iteration 63Q: 3 clusters Score -2.485413e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125427 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -24854322.000000 Penalty: 6016.145996
	Iteration 64Q: 3 clusters Score -2.485432e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126722 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -24854622.000000 Penalty: 6016.145996
	Iteration 65Q: 3 clusters Score -2.485462e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127964 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -24854698.000000 Penalty: 6016.145996
	Iteration 66Q: 3 clusters Score -2.48547e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129207 members 
Mstep: Class 2 contains 56018 members 
Entering Unmasked Estep 
Score: -24854762.000000 Penalty: 6016.145996
	Iteration 67Q: 3 clusters Score -2.485476e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130463 members 
Mstep: Class 2 contains 54762 members 
Entering Unmasked Estep 
Score: -24854960.000000 Penalty: 6016.145996
	Iteration 68Q: 3 clusters Score -2.485496e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131731 members 
Mstep: Class 2 contains 53494 members 
Entering Unmasked Estep 
Score: -24855150.000000 Penalty: 6016.145996
	Iteration 69Q: 3 clusters Score -2.485515e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132994 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -24855330.000000 Penalty: 6016.145996
	Iteration 70Q: 3 clusters Score -2.485533e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134264 members 
Mstep: Class 2 contains 50961 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2.485549e+07 nChanged 1244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 135508 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -24855692.000000 Penalty: 6016.145996
	Iteration 72Q: 3 clusters Score -2.485569e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136763 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2.485593e+07 nChanged 1260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 138023 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2.485616e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139266 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2.485646e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140497 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2.485664e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141719 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2.485671e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142962 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2.485695e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144215 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -24857126.000000 Penalty: 6016.145996
	Iteration 79Q: 3 clusters Score -2.485713e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145483 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -24857318.000000 Penalty: 6016.145996
	Iteration 80F: 3 clusters Score -2.485732e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146764 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -24857382.000000 Penalty: 6016.145996
	Iteration 81Q: 3 clusters Score -2.485738e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147981 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -24857598.000000 Penalty: 6016.145996
	Iteration 82Q: 3 clusters Score -2.48576e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149190 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -24857770.000000 Penalty: 6016.145996
	Iteration 83Q: 3 clusters Score -2.485777e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150401 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -24857934.000000 Penalty: 6016.145996
	Iteration 84Q: 3 clusters Score -2.485793e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151588 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -24858138.000000 Penalty: 6016.145996
	Iteration 85Q: 3 clusters Score -2.485814e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152751 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -24858244.000000 Penalty: 6016.145996
	Iteration 86Q: 3 clusters Score -2.485824e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153931 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -24858370.000000 Penalty: 6016.145996
	Iteration 87Q: 3 clusters Score -2.485837e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155143 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -24858512.000000 Penalty: 6016.145996
	Iteration 88Q: 3 clusters Score -2.485851e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156361 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -24858614.000000 Penalty: 6016.145996
	Iteration 89Q: 3 clusters Score -2.485861e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157525 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -24858704.000000 Penalty: 6016.145996
	Iteration 90Q: 3 clusters Score -2.48587e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158661 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -24858806.000000 Penalty: 6016.145996
	Iteration 91Q: 3 clusters Score -2.485881e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159761 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -24858922.000000 Penalty: 6016.145996
	Iteration 92Q: 3 clusters Score -2.485892e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160834 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -24859030.000000 Penalty: 6016.145996
	Iteration 93Q: 3 clusters Score -2.485903e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161836 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -24859042.000000 Penalty: 6016.145996
	Iteration 94Q: 3 clusters Score -2.485904e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162760 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.485911e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163611 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.485907e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164460 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -24859122.000000 Penalty: 6016.145996
	Iteration 97Q: 3 clusters Score -2.485912e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165233 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.485908e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165993 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -24859150.000000 Penalty: 6016.145996
	Iteration 99Q: 3 clusters Score -2.485915e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166753 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -24859058.000000 Penalty: 6016.145996
	Iteration 100F: 3 clusters Score -2.485906e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167469 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -24859022.000000 Penalty: 6016.145996
	Iteration 101Q: 3 clusters Score -2.485902e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168167 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -24858940.000000 Penalty: 6016.145996
	Iteration 102Q: 3 clusters Score -2.485894e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168817 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -24858802.000000 Penalty: 6016.145996
	Iteration 103Q: 3 clusters Score -2.48588e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169425 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.485862e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170026 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -24858566.000000 Penalty: 6016.145996
	Iteration 105Q: 3 clusters Score -2.485857e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170653 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.485852e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171277 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -24858614.000000 Penalty: 6016.145996
	Iteration 107Q: 3 clusters Score -2.485861e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171861 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -24858528.000000 Penalty: 6016.145996
	Iteration 108Q: 3 clusters Score -2.485853e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172427 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -24858532.000000 Penalty: 6016.145996
	Iteration 109Q: 3 clusters Score -2.485853e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172946 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.485848e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173440 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.485845e+07 nChanged 500
Entering Unmasked Mstep 
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Mstep: Class 1 contains 173940 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.48584e+07 nChanged 504
Entering Unmasked Mstep 
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Mstep: Class 1 contains 174444 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -24858388.000000 Penalty: 6016.145996
	Iteration 113Q: 3 clusters Score -2.485839e+07 nChanged 483
Entering Unmasked Mstep 
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Mstep: Class 1 contains 174927 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.48584e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175397 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -24858308.000000 Penalty: 6016.145996
	Iteration 115Q: 3 clusters Score -2.485831e+07 nChanged 443
Entering Unmasked Mstep 
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Mstep: Class 1 contains 175840 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.485822e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176258 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.485826e+07 nChanged 393
Entering Unmasked Mstep 
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Mstep: Class 1 contains 176651 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -24858254.000000 Penalty: 6016.145996
	Iteration 118Q: 3 clusters Score -2.485825e+07 nChanged 357
Entering Unmasked Mstep 
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Mstep: Class 1 contains 177008 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -24858264.000000 Penalty: 6016.145996
	Iteration 119Q: 3 clusters Score -2.485826e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177312 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -24858170.000000 Penalty: 6016.145996
	Iteration 120F: 3 clusters Score -2.485817e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177611 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.485804e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177903 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.485792e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178178 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -24857874.000000 Penalty: 6016.145996
	Iteration 123Q: 3 clusters Score -2.485787e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178423 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.48578e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178641 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -24857730.000000 Penalty: 6016.145996
	Iteration 125Q: 3 clusters Score -2.485773e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178847 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -24857722.000000 Penalty: 6016.145996
	Iteration 126Q: 3 clusters Score -2.485772e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179049 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -24857732.000000 Penalty: 6016.145996
	Iteration 127Q: 3 clusters Score -2.485773e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179281 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -24857734.000000 Penalty: 6016.145996
	Iteration 128Q: 3 clusters Score -2.485773e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179510 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -24857740.000000 Penalty: 6016.145996
	Iteration 129Q: 3 clusters Score -2.485774e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179706 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -24857722.000000 Penalty: 6016.145996
	Iteration 130Q: 3 clusters Score -2.485772e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179914 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -24857688.000000 Penalty: 6016.145996
	Iteration 131Q: 3 clusters Score -2.485769e+07 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 180124 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -24857700.000000 Penalty: 6016.145996
	Iteration 132Q: 3 clusters Score -2.48577e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180310 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.485757e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180498 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.485747e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180666 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.485747e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180844 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.485743e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181015 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.485748e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181174 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -24857468.000000 Penalty: 6016.145996
	Iteration 138Q: 3 clusters Score -2.485747e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181304 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.485745e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181422 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -24857410.000000 Penalty: 6016.145996
	Iteration 140F: 3 clusters Score -2.485741e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181526 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -24857396.000000 Penalty: 6016.145996
	Iteration 141Q: 3 clusters Score -2.48574e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181622 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -24857340.000000 Penalty: 6016.145996
	Iteration 142Q: 3 clusters Score -2.485734e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181733 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -24857394.000000 Penalty: 6016.145996
	Iteration 143Q: 3 clusters Score -2.485739e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181840 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -24857376.000000 Penalty: 6016.145996
	Iteration 144Q: 3 clusters Score -2.485738e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181929 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -24857336.000000 Penalty: 6016.145996
	Iteration 145Q: 3 clusters Score -2.485734e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182017 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -24857314.000000 Penalty: 6016.145996
	Iteration 146Q: 3 clusters Score -2.485731e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182106 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.485726e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182183 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -24857252.000000 Penalty: 6016.145996
	Iteration 148Q: 3 clusters Score -2.485725e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182247 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -24857202.000000 Penalty: 6016.145996
	Iteration 149Q: 3 clusters Score -2.48572e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182306 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -24857196.000000 Penalty: 6016.145996
	Iteration 150Q: 3 clusters Score -2.48572e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182361 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -24857168.000000 Penalty: 6016.145996
	Iteration 151Q: 3 clusters Score -2.485717e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182412 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -24857152.000000 Penalty: 6016.145996
	Iteration 152Q: 3 clusters Score -2.485715e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182454 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -24857190.000000 Penalty: 6016.145996
	Iteration 153Q: 3 clusters Score -2.485719e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182501 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -24857184.000000 Penalty: 6016.145996
	Iteration 154Q: 3 clusters Score -2.485718e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182531 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -24857172.000000 Penalty: 6016.145996
	Iteration 155Q: 3 clusters Score -2.485717e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182560 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -24857132.000000 Penalty: 6016.145996
	Iteration 156Q: 3 clusters Score -2.485713e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182585 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -24857110.000000 Penalty: 6016.145996
	Iteration 157Q: 3 clusters Score -2.485711e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182617 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -24857102.000000 Penalty: 6016.145996
	Iteration 158Q: 3 clusters Score -2.48571e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182644 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -24857100.000000 Penalty: 6016.145996
	Iteration 159Q: 3 clusters Score -2.48571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182662 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -24857118.000000 Penalty: 6016.145996
	Iteration 160F: 3 clusters Score -2.485712e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182677 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -24857106.000000 Penalty: 6016.145996
	Iteration 161Q: 3 clusters Score -2.485711e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182698 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.485711e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182726 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2.485709e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 182748 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -24857042.000000 Penalty: 6016.145996
	Iteration 164Q: 3 clusters Score -2.485704e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182772 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -24857052.000000 Penalty: 6016.145996
	Iteration 165Q: 3 clusters Score -2.485705e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182797 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -24857074.000000 Penalty: 6016.145996
	Iteration 166Q: 3 clusters Score -2.485707e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182822 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -24857044.000000 Penalty: 6016.145996
	Iteration 167Q: 3 clusters Score -2.485704e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182843 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -24857028.000000 Penalty: 6016.145996
	Iteration 168Q: 3 clusters Score -2.485703e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182861 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -24857056.000000 Penalty: 6016.145996
	Iteration 169Q: 3 clusters Score -2.485706e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182878 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -24857028.000000 Penalty: 6016.145996
	Iteration 170Q: 3 clusters Score -2.485703e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182889 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -24857052.000000 Penalty: 6016.145996
	Iteration 171Q: 3 clusters Score -2.485705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182900 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -24857042.000000 Penalty: 6016.145996
	Iteration 172Q: 3 clusters Score -2.485704e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182912 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -24857050.000000 Penalty: 6016.145996
	Iteration 173Q: 3 clusters Score -2.485705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182921 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -24857046.000000 Penalty: 6016.145996
	Iteration 174Q: 3 clusters Score -2.485705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182932 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -24857032.000000 Penalty: 6016.145996
	Iteration 175Q: 3 clusters Score -2.485703e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182946 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -24856994.000000 Penalty: 6016.145996
	Iteration 176Q: 3 clusters Score -2.485699e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182965 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -24857016.000000 Penalty: 6016.145996
	Iteration 177Q: 3 clusters Score -2.485702e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182975 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -24856990.000000 Penalty: 6016.145996
	Iteration 178Q: 3 clusters Score -2.485699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182985 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -24856986.000000 Penalty: 6016.145996
	Iteration 179Q: 3 clusters Score -2.485699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182991 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -24856984.000000 Penalty: 6016.145996
	Iteration 180F: 3 clusters Score -2.485698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182997 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -24856994.000000 Penalty: 6016.145996
	Iteration 181Q: 3 clusters Score -2.485699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183003 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -24856984.000000 Penalty: 6016.145996
	Iteration 182Q: 3 clusters Score -2.485698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183009 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -24856980.000000 Penalty: 6016.145996
	Iteration 183Q: 3 clusters Score -2.485698e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183013 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -24856968.000000 Penalty: 6016.145996
	Iteration 184Q: 3 clusters Score -2.485697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183019 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -24856956.000000 Penalty: 6016.145996
	Iteration 185Q: 3 clusters Score -2.485696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183023 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -24856982.000000 Penalty: 6016.145996
	Iteration 186Q: 3 clusters Score -2.485698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183028 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -24856970.000000 Penalty: 6016.145996
	Iteration 187Q: 3 clusters Score -2.485697e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183033 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -24856998.000000 Penalty: 6016.145996
	Iteration 188Q: 3 clusters Score -2.4857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183038 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -24857000.000000 Penalty: 6016.145996
	Iteration 189Q: 3 clusters Score -2.4857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183040 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -24857010.000000 Penalty: 6016.145996
	Iteration 190Q: 3 clusters Score -2.485701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183041 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -24857004.000000 Penalty: 6016.145996
	Iteration 191Q: 3 clusters Score -2.4857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183042 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -24856998.000000 Penalty: 6016.145996
	Iteration 192Q: 3 clusters Score -2.4857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183043 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -24857008.000000 Penalty: 6016.145996
	Iteration 193Q: 3 clusters Score -2.485701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183046 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -24857002.000000 Penalty: 6016.145996
	Iteration 194Q: 3 clusters Score -2.4857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183050 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -24857014.000000 Penalty: 6016.145996
	Iteration 195Q: 3 clusters Score -2.485701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183050 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -24857012.000000 Penalty: 6016.145996
	Iteration 196Q: 3 clusters Score -2.485701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183053 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -24857014.000000 Penalty: 6016.145996
	Iteration 197Q: 3 clusters Score -2.485701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183055 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -24857022.000000 Penalty: 6016.145996
	Iteration 198Q: 3 clusters Score -2.485702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183058 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -24857022.000000 Penalty: 6016.145996
	Iteration 199Q: 3 clusters Score -2.485702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183062 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -24857018.000000 Penalty: 6016.145996
	Iteration 200F: 3 clusters Score -2.485702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183067 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -24857020.000000 Penalty: 6016.145996
	Iteration 201Q: 3 clusters Score -2.485702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183074 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -24857016.000000 Penalty: 6016.145996
	Iteration 202Q: 3 clusters Score -2.485702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183078 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -24857004.000000 Penalty: 6016.145996
	Iteration 203Q: 3 clusters Score -2.4857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183078 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -24856992.000000 Penalty: 6016.145996
	Iteration 204Q: 3 clusters Score -2.485699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183079 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -24857000.000000 Penalty: 6016.145996
	Iteration 205Q: 3 clusters Score -2.4857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183080 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -24857016.000000 Penalty: 6016.145996
	Iteration 206Q: 3 clusters Score -2.485702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183082 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -24857008.000000 Penalty: 6016.145996
	Iteration 207Q: 3 clusters Score -2.485701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183085 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -24857020.000000 Penalty: 6016.145996
	Iteration 208Q: 3 clusters Score -2.485702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183086 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -24857018.000000 Penalty: 6016.145996
	Iteration 209Q: 3 clusters Score -2.485702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183088 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -24857026.000000 Penalty: 6016.145996
	Iteration 210Q: 3 clusters Score -2.485703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183092 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -24857014.000000 Penalty: 6016.145996
	Iteration 211Q: 3 clusters Score -2.485701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183097 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -24857022.000000 Penalty: 6016.145996
	Iteration 212Q: 3 clusters Score -2.485702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183098 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2.485702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183098 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -24857016.000000 Penalty: 6016.145996
	Iteration 214F: 3 clusters Score -2.485702e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (59908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Entering Unmasked Estep 
Score: -7995683.000000 Penalty: 2728.140137
	Iteration 0F: 2 clusters Score -7995683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -7955589.000000 Penalty: 5456.280273
	Iteration 0F: 3 clusters Score -7955589 nChanged 27651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -7971257.500000 Penalty: 5456.280273
	Iteration 1F: 3 clusters Score -7971258 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -7971969.000000 Penalty: 5456.280273
	Iteration 2Q: 3 clusters Score -7971969 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -7972805.500000 Penalty: 5456.280273
	Iteration 3Q: 3 clusters Score -7972806 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -7974064.500000 Penalty: 5456.280273
	Iteration 4Q: 3 clusters Score -7974064 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -7975960.000000 Penalty: 5456.280273
	Iteration 5F: 3 clusters Score -7975960 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -7978324.000000 Penalty: 5456.280273
	Iteration 6F: 3 clusters Score -7978324 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -7981276.500000 Penalty: 5456.280273
	Iteration 7F: 3 clusters Score -7981276 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -7984039.000000 Penalty: 5456.280273
	Iteration 8F: 3 clusters Score -7984039 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -7986444.000000 Penalty: 5456.280273
	Iteration 9F: 3 clusters Score -7986444 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -7988195.500000 Penalty: 5456.280273
	Iteration 10Q: 3 clusters Score -7988196 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53087 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -7989408.500000 Penalty: 5456.280273
	Iteration 11Q: 3 clusters Score -7989408 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -7990238.000000 Penalty: 5456.280273
	Iteration 12Q: 3 clusters Score -7990238 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -7990864.500000 Penalty: 5456.280273
	Iteration 13Q: 3 clusters Score -7990864 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56166 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -7991340.000000 Penalty: 5456.280273
	Iteration 14Q: 3 clusters Score -7991340 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56851 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -7991742.500000 Penalty: 5456.280273
	Iteration 15Q: 3 clusters Score -7991742 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57427 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -7992044.500000 Penalty: 5456.280273
	Iteration 16Q: 3 clusters Score -7992044 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -7992336.000000 Penalty: 5456.280273
	Iteration 17Q: 3 clusters Score -7992336 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58227 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -7992588.500000 Penalty: 5456.280273
	Iteration 18Q: 3 clusters Score -7992588 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -7992768.500000 Penalty: 5456.280273
	Iteration 19Q: 3 clusters Score -7992768 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58739 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -7992925.000000 Penalty: 5456.280273
	Iteration 20F: 3 clusters Score -7992925 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58904 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7993025.000000 Penalty: 5456.280273
	Iteration 21Q: 3 clusters Score -7993025 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7993106.500000 Penalty: 5456.280273
	Iteration 22Q: 3 clusters Score -7993106 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59092 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7993169.500000 Penalty: 5456.280273
	Iteration 23Q: 3 clusters Score -7993170 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7993213.000000 Penalty: 5456.280273
	Iteration 24Q: 3 clusters Score -7993213 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59195 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7993245.500000 Penalty: 5456.280273
	Iteration 25Q: 3 clusters Score -7993246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7993279.000000 Penalty: 5456.280273
	Iteration 26Q: 3 clusters Score -7993279 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7993304.500000 Penalty: 5456.280273
	Iteration 27Q: 3 clusters Score -7993304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7993324.500000 Penalty: 5456.280273
	Iteration 28Q: 3 clusters Score -7993324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7993339.000000 Penalty: 5456.280273
	Iteration 29Q: 3 clusters Score -7993339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59321 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -7993352.500000 Penalty: 5456.280273
	Iteration 30Q: 3 clusters Score -7993352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7993357.000000 Penalty: 5456.280273
	Iteration 31Q: 3 clusters Score -7993357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59329 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7993359.500000 Penalty: 5456.280273
	Iteration 32Q: 3 clusters Score -7993360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7993365.000000 Penalty: 5456.280273
	Iteration 33Q: 3 clusters Score -7993365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7993373.500000 Penalty: 5456.280273
	Iteration 34Q: 3 clusters Score -7993374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7993380.000000 Penalty: 5456.280273
	Iteration 35Q: 3 clusters Score -7993380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59349 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7993388.500000 Penalty: 5456.280273
	Iteration 36Q: 3 clusters Score -7993388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59354 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7993395.000000 Penalty: 5456.280273
	Iteration 37Q: 3 clusters Score -7993395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7993391.500000 Penalty: 5456.280273
	Iteration 38Q: 3 clusters Score -7993392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7993402.500000 Penalty: 5456.280273
	Iteration 39Q: 3 clusters Score -7993402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59366 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7993414.500000 Penalty: 5456.280273
	Iteration 40F: 3 clusters Score -7993414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7993409.000000 Penalty: 5456.280273
	Iteration 41Q: 3 clusters Score -7993409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59369 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7993408.500000 Penalty: 5456.280273
	Iteration 42Q: 3 clusters Score -7993408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7993408.000000 Penalty: 5456.280273
	Iteration 43Q: 3 clusters Score -7993408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59372 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -7993404.500000 Penalty: 5456.280273
	Iteration 44Q: 3 clusters Score -7993404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59373 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7993410.000000 Penalty: 5456.280273
	Iteration 45Q: 3 clusters Score -7993410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59373 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7993407.500000 Penalty: 5456.280273
	Iteration 46Q: 3 clusters Score -7993408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7993408.500000 Penalty: 5456.280273
	Iteration 47Q: 3 clusters Score -7993408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59379 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7993409.500000 Penalty: 5456.280273
	Iteration 48Q: 3 clusters Score -7993410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59379 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7993408.500000 Penalty: 5456.280273
	Iteration 49Q: 3 clusters Score -7993408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7993411.000000 Penalty: 5456.280273
	Iteration 50Q: 3 clusters Score -7993411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7993415.000000 Penalty: 5456.280273
	Iteration 51Q: 3 clusters Score -7993415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59389 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7993421.000000 Penalty: 5456.280273
	Iteration 52Q: 3 clusters Score -7993421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7993424.500000 Penalty: 5456.280273
	Iteration 53Q: 3 clusters Score -7993424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7993421.000000 Penalty: 5456.280273
	Iteration 54Q: 3 clusters Score -7993421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59397 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7993431.000000 Penalty: 5456.280273
	Iteration 55Q: 3 clusters Score -7993431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59400 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7993439.000000 Penalty: 5456.280273
	Iteration 56Q: 3 clusters Score -7993439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59400 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7993439.000000 Penalty: 5456.280273
	Iteration 57F: 3 clusters Score -7993439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -90907.156250 Penalty: 1625.728516
	Iteration 0F: 2 clusters Score -90907.16 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 362 members 
Entering Unmasked Estep 
Score: -89175.554688 Penalty: 3251.457031
	Iteration 0F: 3 clusters Score -89175.55 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -89353.851562 Penalty: 3251.457031
	Iteration 1F: 3 clusters Score -89353.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -89393.656250 Penalty: 3251.457031
	Iteration 2Q: 3 clusters Score -89393.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -89403.820312 Penalty: 3251.457031
	Iteration 3Q: 3 clusters Score -89403.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -89420.375000 Penalty: 3251.457031
	Iteration 4Q: 3 clusters Score -89420.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -89429.062500 Penalty: 3251.457031
	Iteration 5Q: 3 clusters Score -89429.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -89433.468750 Penalty: 3251.457031
	Iteration 6Q: 3 clusters Score -89433.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -89440.375000 Penalty: 3251.457031
	Iteration 7Q: 3 clusters Score -89440.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -89441.367188 Penalty: 3251.457031
	Iteration 8Q: 3 clusters Score -89441.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -89441.937500 Penalty: 3251.457031
	Iteration 9Q: 3 clusters Score -89441.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -89441.937500 Penalty: 3251.457031
	Iteration 10F: 3 clusters Score -89441.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (107064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107064 members 
Entering Unmasked Estep 
Score: -13855943.000000 Penalty: 2872.133301
	Iteration 0F: 2 clusters Score -1.385594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53576 members 
Mstep: Class 2 contains 53488 members 
Entering Unmasked Estep 
Score: -13784477.000000 Penalty: 5744.266602
	Iteration 0F: 3 clusters Score -1.378448e+07 nChanged 50788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55968 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -13814212.000000 Penalty: 5744.266602
	Iteration 1F: 3 clusters Score -1.381421e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -13816586.000000 Penalty: 5744.266602
	Iteration 2Q: 3 clusters Score -1.381659e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61269 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -13820425.000000 Penalty: 5744.266602
	Iteration 3F: 3 clusters Score -1.382042e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65133 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -13825653.000000 Penalty: 5744.266602
	Iteration 4F: 3 clusters Score -1.382565e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68874 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -13830817.000000 Penalty: 5744.266602
	Iteration 5F: 3 clusters Score -1.383082e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72068 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -13834579.000000 Penalty: 5744.266602
	Iteration 6F: 3 clusters Score -1.383458e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74878 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -13837151.000000 Penalty: 5744.266602
	Iteration 7F: 3 clusters Score -1.383715e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77630 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -13838741.000000 Penalty: 5744.266602
	Iteration 8Q: 3 clusters Score -1.383874e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80580 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -13840117.000000 Penalty: 5744.266602
	Iteration 9Q: 3 clusters Score -1.384012e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83681 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -13841420.000000 Penalty: 5744.266602
	Iteration 10Q: 3 clusters Score -1.384142e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87064 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -13842981.000000 Penalty: 5744.266602
	Iteration 11Q: 3 clusters Score -1.384298e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90635 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -13844798.000000 Penalty: 5744.266602
	Iteration 12Q: 3 clusters Score -1.38448e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94235 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -13846812.000000 Penalty: 5744.266602
	Iteration 13Q: 3 clusters Score -1.384681e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97583 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -13848859.000000 Penalty: 5744.266602
	Iteration 14Q: 3 clusters Score -1.384886e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100341 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -13850638.000000 Penalty: 5744.266602
	Iteration 15Q: 3 clusters Score -1.385064e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102416 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -13851811.000000 Penalty: 5744.266602
	Iteration 16Q: 3 clusters Score -1.385181e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103827 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -13852675.000000 Penalty: 5744.266602
	Iteration 17Q: 3 clusters Score -1.385268e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104754 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -13853228.000000 Penalty: 5744.266602
	Iteration 18Q: 3 clusters Score -1.385323e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105328 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -13853524.000000 Penalty: 5744.266602
	Iteration 19Q: 3 clusters Score -1.385352e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105622 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -13853664.000000 Penalty: 5744.266602
	Iteration 20F: 3 clusters Score -1.385366e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105793 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -13853752.000000 Penalty: 5744.266602
	Iteration 21Q: 3 clusters Score -1.385375e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105906 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -13853782.000000 Penalty: 5744.266602
	Iteration 22Q: 3 clusters Score -1.385378e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105977 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -13853819.000000 Penalty: 5744.266602
	Iteration 23Q: 3 clusters Score -1.385382e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106023 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -13853804.000000 Penalty: 5744.266602
	Iteration 24Q: 3 clusters Score -1.38538e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106056 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -13853820.000000 Penalty: 5744.266602
	Iteration 25Q: 3 clusters Score -1.385382e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106071 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -13853819.000000 Penalty: 5744.266602
	Iteration 26Q: 3 clusters Score -1.385382e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106092 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -13853827.000000 Penalty: 5744.266602
	Iteration 27Q: 3 clusters Score -1.385383e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106112 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -13853841.000000 Penalty: 5744.266602
	Iteration 28Q: 3 clusters Score -1.385384e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106131 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -13853840.000000 Penalty: 5744.266602
	Iteration 29Q: 3 clusters Score -1.385384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106141 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -13853840.000000 Penalty: 5744.266602
	Iteration 30Q: 3 clusters Score -1.385384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106148 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -13853850.000000 Penalty: 5744.266602
	Iteration 31Q: 3 clusters Score -1.385385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106153 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -13853845.000000 Penalty: 5744.266602
	Iteration 32Q: 3 clusters Score -1.385384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106157 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -13853851.000000 Penalty: 5744.266602
	Iteration 33Q: 3 clusters Score -1.385385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106165 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -13853851.000000 Penalty: 5744.266602
	Iteration 34Q: 3 clusters Score -1.385385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106175 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -13853863.000000 Penalty: 5744.266602
	Iteration 35Q: 3 clusters Score -1.385386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106185 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -13853866.000000 Penalty: 5744.266602
	Iteration 36Q: 3 clusters Score -1.385387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106192 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -13853871.000000 Penalty: 5744.266602
	Iteration 37Q: 3 clusters Score -1.385387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106198 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -13853880.000000 Penalty: 5744.266602
	Iteration 38Q: 3 clusters Score -1.385388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106203 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -13853880.000000 Penalty: 5744.266602
	Iteration 39Q: 3 clusters Score -1.385388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106205 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -13853880.000000 Penalty: 5744.266602
	Iteration 40F: 3 clusters Score -1.385388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106206 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -13853871.000000 Penalty: 5744.266602
	Iteration 41Q: 3 clusters Score -1.385387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106210 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -13853872.000000 Penalty: 5744.266602
	Iteration 42Q: 3 clusters Score -1.385387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106210 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -13853869.000000 Penalty: 5744.266602
	Iteration 43Q: 3 clusters Score -1.385387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106212 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -13853869.000000 Penalty: 5744.266602
	Iteration 44Q: 3 clusters Score -1.385387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106215 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -13853878.000000 Penalty: 5744.266602
	Iteration 45Q: 3 clusters Score -1.385388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106217 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -13853883.000000 Penalty: 5744.266602
	Iteration 46Q: 3 clusters Score -1.385388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106219 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -13853880.000000 Penalty: 5744.266602
	Iteration 47Q: 3 clusters Score -1.385388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106219 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -13853880.000000 Penalty: 5744.266602
	Iteration 48F: 3 clusters Score -1.385388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Entering Unmasked Estep 
Score: -1195141.875000 Penalty: 2268.608154
	Iteration 0F: 2 clusters Score -1195142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1187854.125000 Penalty: 4537.216309
	Iteration 0F: 3 clusters Score -1187854 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1190209.000000 Penalty: 4537.216309
	Iteration 1F: 3 clusters Score -1190209 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1190834.000000 Penalty: 4537.216309
	Iteration 2F: 3 clusters Score -1190834 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1191365.750000 Penalty: 4537.216309
	Iteration 3F: 3 clusters Score -1191366 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1191803.375000 Penalty: 4537.216309
	Iteration 4F: 3 clusters Score -1191803 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1192229.750000 Penalty: 4537.216309
	Iteration 5F: 3 clusters Score -1192230 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1192588.750000 Penalty: 4537.216309
	Iteration 6F: 3 clusters Score -1192589 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1192888.125000 Penalty: 4537.216309
	Iteration 7F: 3 clusters Score -1192888 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1193118.625000 Penalty: 4537.216309
	Iteration 8Q: 3 clusters Score -1193119 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1193301.125000 Penalty: 4537.216309
	Iteration 9Q: 3 clusters Score -1193301 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1193434.125000 Penalty: 4537.216309
	Iteration 10Q: 3 clusters Score -1193434 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1193559.125000 Penalty: 4537.216309
	Iteration 11Q: 3 clusters Score -1193559 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1193650.750000 Penalty: 4537.216309
	Iteration 12Q: 3 clusters Score -1193651 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1193722.625000 Penalty: 4537.216309
	Iteration 13Q: 3 clusters Score -1193723 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1193768.875000 Penalty: 4537.216309
	Iteration 14Q: 3 clusters Score -1193769 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1193819.625000 Penalty: 4537.216309
	Iteration 15Q: 3 clusters Score -1193820 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1193865.000000 Penalty: 4537.216309
	Iteration 16Q: 3 clusters Score -1193865 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1193884.375000 Penalty: 4537.216309
	Iteration 17Q: 3 clusters Score -1193884 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1193907.875000 Penalty: 4537.216309
	Iteration 18Q: 3 clusters Score -1193908 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1193926.625000 Penalty: 4537.216309
	Iteration 19Q: 3 clusters Score -1193927 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1193939.875000 Penalty: 4537.216309
	Iteration 20F: 3 clusters Score -1193940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1193947.000000 Penalty: 4537.216309
	Iteration 21Q: 3 clusters Score -1193947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1193960.500000 Penalty: 4537.216309
	Iteration 22Q: 3 clusters Score -1193960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1193971.750000 Penalty: 4537.216309
	Iteration 23Q: 3 clusters Score -1193972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1193982.875000 Penalty: 4537.216309
	Iteration 24Q: 3 clusters Score -1193983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1193985.625000 Penalty: 4537.216309
	Iteration 25Q: 3 clusters Score -1193986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1193994.125000 Penalty: 4537.216309
	Iteration 26Q: 3 clusters Score -1193994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1193994.875000 Penalty: 4537.216309
	Iteration 27Q: 3 clusters Score -1193995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1193995.875000 Penalty: 4537.216309
	Iteration 28Q: 3 clusters Score -1193996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1193997.750000 Penalty: 4537.216309
	Iteration 29Q: 3 clusters Score -1193998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1193998.625000 Penalty: 4537.216309
	Iteration 30Q: 3 clusters Score -1193999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1193999.250000 Penalty: 4537.216309
	Iteration 31Q: 3 clusters Score -1193999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1193998.250000 Penalty: 4537.216309
	Iteration 32Q: 3 clusters Score -1193998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1194000.875000 Penalty: 4537.216309
	Iteration 33Q: 3 clusters Score -1194001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1194002.625000 Penalty: 4537.216309
	Iteration 34Q: 3 clusters Score -1194003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1194009.375000 Penalty: 4537.216309
	Iteration 35Q: 3 clusters Score -1194009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1194010.125000 Penalty: 4537.216309
	Iteration 36Q: 3 clusters Score -1194010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1194011.375000 Penalty: 4537.216309
	Iteration 37Q: 3 clusters Score -1194011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1194009.500000 Penalty: 4537.216309
	Iteration 38Q: 3 clusters Score -1194010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1194014.750000 Penalty: 4537.216309
	Iteration 39Q: 3 clusters Score -1194015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1194015.125000 Penalty: 4537.216309
	Iteration 40F: 3 clusters Score -1194015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1194016.250000 Penalty: 4537.216309
	Iteration 41Q: 3 clusters Score -1194016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1194017.750000 Penalty: 4537.216309
	Iteration 42Q: 3 clusters Score -1194018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1194016.750000 Penalty: 4537.216309
	Iteration 43Q: 3 clusters Score -1194017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1194016.750000 Penalty: 4537.216309
	Iteration 44F: 3 clusters Score -1194017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -95586.437500 Penalty: 1683.665039
	Iteration 0F: 2 clusters Score -95586.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -93902.484375 Penalty: 3367.330078
	Iteration 0F: 3 clusters Score -93902.48 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -94959.609375 Penalty: 3367.330078
	Iteration 1F: 3 clusters Score -94959.61 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -95927.890625 Penalty: 3367.330078
	Iteration 2F: 3 clusters Score -95927.89 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -96369.664062 Penalty: 3367.330078
	Iteration 3F: 3 clusters Score -96369.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -96627.257812 Penalty: 3367.330078
	Iteration 4Q: 3 clusters Score -96627.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -97006.570312 Penalty: 3367.330078
	Iteration 5Q: 3 clusters Score -97006.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -97059.500000 Penalty: 3367.330078
	Iteration 6Q: 3 clusters Score -97059.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -97090.500000 Penalty: 3367.330078
	Iteration 7Q: 3 clusters Score -97090.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -97103.625000 Penalty: 3367.330078
	Iteration 8Q: 3 clusters Score -97103.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -97104.578125 Penalty: 3367.330078
	Iteration 9Q: 3 clusters Score -97104.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -97104.578125 Penalty: 3367.330078
	Iteration 10F: 3 clusters Score -97104.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 65554 members 
Mstep: Class 3 contains 185225 members 
Mstep: Class 4 contains 59908 members 
Mstep: Class 5 contains 703 members 
Mstep: Class 6 contains 107064 members 
Mstep: Class 7 contains 9392 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 111163 members 
Mstep: Class 10 contains 169208 members 
Mstep: Class 11 contains 167260 members 
Mstep: Class 12 contains 9359 members 
Mstep: Class 13 contains 289 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 16 contains 51644 members 
Mstep: Class 17 contains 86087 members 
Mstep: Class 18 contains 169406 members 
Mstep: Class 19 contains 182066 members 
Entering Unmasked Estep 
Score: -180414208.000000 Penalty: 63111.863281
Splitting cluster 8 changes total score from -180415184.000000 to -180414208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (111163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111163 members 
Entering Unmasked Estep 
Score: -14940340.000000 Penalty: 2881.450684
	Iteration 0F: 2 clusters Score -1.494034e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55160 members 
Mstep: Class 2 contains 56003 members 
Entering Unmasked Estep 
Score: -14866303.000000 Penalty: 5762.901367
	Iteration 0F: 3 clusters Score -1.48663e+07 nChanged 52746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 60155 members 
Entering Unmasked Estep 
Score: -14897110.000000 Penalty: 5762.901367
	Iteration 1F: 3 clusters Score -1.489711e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48938 members 
Mstep: Class 2 contains 62225 members 
Entering Unmasked Estep 
Score: -14898547.000000 Penalty: 5762.901367
	Iteration 2Q: 3 clusters Score -1.489855e+07 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 65080 members 
Entering Unmasked Estep 
Score: -14900659.000000 Penalty: 5762.901367
	Iteration 3Q: 3 clusters Score -1.490066e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 69012 members 
Entering Unmasked Estep 
Score: -14904263.000000 Penalty: 5762.901367
	Iteration 4Q: 3 clusters Score -1.490426e+07 nChanged 6655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 74277 members 
Entering Unmasked Estep 
Score: -14909429.000000 Penalty: 5762.901367
	Iteration 5F: 3 clusters Score -1.490943e+07 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 80444 members 
Entering Unmasked Estep 
Score: -14915666.000000 Penalty: 5762.901367
	Iteration 6F: 3 clusters Score -1.491567e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 86750 members 
Entering Unmasked Estep 
Score: -14921700.000000 Penalty: 5762.901367
	Iteration 7F: 3 clusters Score -1.49217e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 92464 members 
Entering Unmasked Estep 
Score: -14926476.000000 Penalty: 5762.901367
	Iteration 8F: 3 clusters Score -1.492648e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 97268 members 
Entering Unmasked Estep 
Score: -14930132.000000 Penalty: 5762.901367
	Iteration 9Q: 3 clusters Score -1.493013e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 101044 members 
Entering Unmasked Estep 
Score: -14932796.000000 Penalty: 5762.901367
	Iteration 10Q: 3 clusters Score -1.49328e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 103814 members 
Entering Unmasked Estep 
Score: -14934577.000000 Penalty: 5762.901367
	Iteration 11Q: 3 clusters Score -1.493458e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 105769 members 
Entering Unmasked Estep 
Score: -14935763.000000 Penalty: 5762.901367
	Iteration 12Q: 3 clusters Score -1.493576e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 107106 members 
Entering Unmasked Estep 
Score: -14936525.000000 Penalty: 5762.901367
	Iteration 13Q: 3 clusters Score -1.493652e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 107999 members 
Entering Unmasked Estep 
Score: -14937000.000000 Penalty: 5762.901367
	Iteration 14Q: 3 clusters Score -1.4937e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 108566 members 
Entering Unmasked Estep 
Score: -14937334.000000 Penalty: 5762.901367
	Iteration 15Q: 3 clusters Score -1.493733e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 108925 members 
Entering Unmasked Estep 
Score: -14937536.000000 Penalty: 5762.901367
	Iteration 16Q: 3 clusters Score -1.493754e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 109176 members 
Entering Unmasked Estep 
Score: -14937636.000000 Penalty: 5762.901367
	Iteration 17Q: 3 clusters Score -1.493764e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 109352 members 
Entering Unmasked Estep 
Score: -14937756.000000 Penalty: 5762.901367
	Iteration 18Q: 3 clusters Score -1.493776e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 109482 members 
Entering Unmasked Estep 
Score: -14937830.000000 Penalty: 5762.901367
	Iteration 19Q: 3 clusters Score -1.493783e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 109587 members 
Entering Unmasked Estep 
Score: -14937895.000000 Penalty: 5762.901367
	Iteration 20F: 3 clusters Score -1.49379e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 109658 members 
Entering Unmasked Estep 
Score: -14937928.000000 Penalty: 5762.901367
	Iteration 21Q: 3 clusters Score -1.493793e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 109704 members 
Entering Unmasked Estep 
Score: -14937955.000000 Penalty: 5762.901367
	Iteration 22Q: 3 clusters Score -1.493796e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 109754 members 
Entering Unmasked Estep 
Score: -14937973.000000 Penalty: 5762.901367
	Iteration 23Q: 3 clusters Score -1.493797e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 109792 members 
Entering Unmasked Estep 
Score: -14937983.000000 Penalty: 5762.901367
	Iteration 24Q: 3 clusters Score -1.493798e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 109821 members 
Entering Unmasked Estep 
Score: -14937967.000000 Penalty: 5762.901367
	Iteration 25Q: 3 clusters Score -1.493797e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 109835 members 
Entering Unmasked Estep 
Score: -14937964.000000 Penalty: 5762.901367
	Iteration 26Q: 3 clusters Score -1.493796e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 109857 members 
Entering Unmasked Estep 
Score: -14937994.000000 Penalty: 5762.901367
	Iteration 27Q: 3 clusters Score -1.493799e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 109878 members 
Entering Unmasked Estep 
Score: -14938001.000000 Penalty: 5762.901367
	Iteration 28Q: 3 clusters Score -1.4938e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 109895 members 
Entering Unmasked Estep 
Score: -14938010.000000 Penalty: 5762.901367
	Iteration 29Q: 3 clusters Score -1.493801e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 109909 members 
Entering Unmasked Estep 
Score: -14937998.000000 Penalty: 5762.901367
	Iteration 30Q: 3 clusters Score -1.4938e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 109923 members 
Entering Unmasked Estep 
Score: -14938017.000000 Penalty: 5762.901367
	Iteration 31Q: 3 clusters Score -1.493802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 109938 members 
Entering Unmasked Estep 
Score: -14938019.000000 Penalty: 5762.901367
	Iteration 32Q: 3 clusters Score -1.493802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 109946 members 
Entering Unmasked Estep 
Score: -14938032.000000 Penalty: 5762.901367
	Iteration 33Q: 3 clusters Score -1.493803e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 109953 members 
Entering Unmasked Estep 
Score: -14938039.000000 Penalty: 5762.901367
	Iteration 34Q: 3 clusters Score -1.493804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 109962 members 
Entering Unmasked Estep 
Score: -14938046.000000 Penalty: 5762.901367
	Iteration 35Q: 3 clusters Score -1.493805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 109964 members 
Entering Unmasked Estep 
Score: -14938041.000000 Penalty: 5762.901367
	Iteration 36Q: 3 clusters Score -1.493804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 109965 members 
Entering Unmasked Estep 
Score: -14938045.000000 Penalty: 5762.901367
	Iteration 37Q: 3 clusters Score -1.493804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 109964 members 
Entering Unmasked Estep 
Score: -14938046.000000 Penalty: 5762.901367
	Iteration 38Q: 3 clusters Score -1.493805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 109964 members 
Entering Unmasked Estep 
Score: -14938046.000000 Penalty: 5762.901367
	Iteration 39F: 3 clusters Score -1.493805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (169208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169208 members 
Entering Unmasked Estep 
Score: -22452754.000000 Penalty: 2985.643311
	Iteration 0F: 2 clusters Score -2.245275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84725 members 
Mstep: Class 2 contains 84483 members 
Entering Unmasked Estep 
Score: -22341828.000000 Penalty: 5971.286621
	Iteration 0F: 3 clusters Score -2.234183e+07 nChanged 81045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85472 members 
Mstep: Class 2 contains 83736 members 
Entering Unmasked Estep 
Score: -22388542.000000 Penalty: 5971.286621
	Iteration 1F: 3 clusters Score -2.238854e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86213 members 
Mstep: Class 2 contains 82995 members 
Entering Unmasked Estep 
Score: -22389206.000000 Penalty: 5971.286621
	Iteration 2Q: 3 clusters Score -2.238921e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87330 members 
Mstep: Class 2 contains 81878 members 
Entering Unmasked Estep 
Score: -22389988.000000 Penalty: 5971.286621
	Iteration 3Q: 3 clusters Score -2.238999e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88924 members 
Mstep: Class 2 contains 80284 members 
Entering Unmasked Estep 
Score: -22390718.000000 Penalty: 5971.286621
	Iteration 4Q: 3 clusters Score -2.239072e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91317 members 
Mstep: Class 2 contains 77891 members 
Entering Unmasked Estep 
Score: -22392140.000000 Penalty: 5971.286621
	Iteration 5Q: 3 clusters Score -2.239214e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94931 members 
Mstep: Class 2 contains 74277 members 
Entering Unmasked Estep 
Score: -22394312.000000 Penalty: 5971.286621
	Iteration 6Q: 3 clusters Score -2.239431e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99934 members 
Mstep: Class 2 contains 69274 members 
Entering Unmasked Estep 
Score: -22398096.000000 Penalty: 5971.286621
	Iteration 7Q: 3 clusters Score -2.23981e+07 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106396 members 
Mstep: Class 2 contains 62812 members 
Entering Unmasked Estep 
Score: -22403752.000000 Penalty: 5971.286621
	Iteration 8Q: 3 clusters Score -2.240375e+07 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114126 members 
Mstep: Class 2 contains 55082 members 
Entering Unmasked Estep 
Score: -22411054.000000 Penalty: 5971.286621
	Iteration 9F: 3 clusters Score -2.241105e+07 nChanged 10093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121993 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -22418984.000000 Penalty: 5971.286621
	Iteration 10F: 3 clusters Score -2.241898e+07 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128997 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -22426470.000000 Penalty: 5971.286621
	Iteration 11F: 3 clusters Score -2.242647e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134492 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -22431940.000000 Penalty: 5971.286621
	Iteration 12Q: 3 clusters Score -2.243194e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138717 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -22435556.000000 Penalty: 5971.286621
	Iteration 13Q: 3 clusters Score -2.243556e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142302 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -22437962.000000 Penalty: 5971.286621
	Iteration 14Q: 3 clusters Score -2.243796e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145569 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -22439760.000000 Penalty: 5971.286621
	Iteration 15Q: 3 clusters Score -2.243976e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148685 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -22441252.000000 Penalty: 5971.286621
	Iteration 16Q: 3 clusters Score -2.244125e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151653 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -22442632.000000 Penalty: 5971.286621
	Iteration 17Q: 3 clusters Score -2.244263e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154517 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -22444140.000000 Penalty: 5971.286621
	Iteration 18Q: 3 clusters Score -2.244414e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157148 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -22445402.000000 Penalty: 5971.286621
	Iteration 19Q: 3 clusters Score -2.24454e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159595 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -22446508.000000 Penalty: 5971.286621
	Iteration 20F: 3 clusters Score -2.244651e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161758 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -22447490.000000 Penalty: 5971.286621
	Iteration 21Q: 3 clusters Score -2.244749e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163537 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -22448180.000000 Penalty: 5971.286621
	Iteration 22Q: 3 clusters Score -2.244818e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164946 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -22448864.000000 Penalty: 5971.286621
	Iteration 23Q: 3 clusters Score -2.244886e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166032 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -22449340.000000 Penalty: 5971.286621
	Iteration 24Q: 3 clusters Score -2.244934e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166832 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -22449740.000000 Penalty: 5971.286621
	Iteration 25Q: 3 clusters Score -2.244974e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167359 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -22449966.000000 Penalty: 5971.286621
	Iteration 26Q: 3 clusters Score -2.244997e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167712 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -22450134.000000 Penalty: 5971.286621
	Iteration 27Q: 3 clusters Score -2.245013e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167971 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -22450212.000000 Penalty: 5971.286621
	Iteration 28Q: 3 clusters Score -2.245021e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168151 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -22450288.000000 Penalty: 5971.286621
	Iteration 29Q: 3 clusters Score -2.245029e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168272 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -22450286.000000 Penalty: 5971.286621
	Iteration 30Q: 3 clusters Score -2.245029e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168341 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -22450278.000000 Penalty: 5971.286621
	Iteration 31Q: 3 clusters Score -2.245028e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168381 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -22450322.000000 Penalty: 5971.286621
	Iteration 32Q: 3 clusters Score -2.245032e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168426 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -22450324.000000 Penalty: 5971.286621
	Iteration 33Q: 3 clusters Score -2.245032e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168464 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -22450346.000000 Penalty: 5971.286621
	Iteration 34Q: 3 clusters Score -2.245035e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168497 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -22450356.000000 Penalty: 5971.286621
	Iteration 35Q: 3 clusters Score -2.245036e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168514 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -22450348.000000 Penalty: 5971.286621
	Iteration 36Q: 3 clusters Score -2.245035e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168523 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -22450348.000000 Penalty: 5971.286621
	Iteration 37Q: 3 clusters Score -2.245035e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168535 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -22450366.000000 Penalty: 5971.286621
	Iteration 38Q: 3 clusters Score -2.245037e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168545 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -22450378.000000 Penalty: 5971.286621
	Iteration 39Q: 3 clusters Score -2.245038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168558 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -22450390.000000 Penalty: 5971.286621
	Iteration 40F: 3 clusters Score -2.245039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168568 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -22450368.000000 Penalty: 5971.286621
	Iteration 41Q: 3 clusters Score -2.245037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168570 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -22450370.000000 Penalty: 5971.286621
	Iteration 42Q: 3 clusters Score -2.245037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168573 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -22450374.000000 Penalty: 5971.286621
	Iteration 43Q: 3 clusters Score -2.245037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168577 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -22450378.000000 Penalty: 5971.286621
	Iteration 44Q: 3 clusters Score -2.245038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168583 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -22450368.000000 Penalty: 5971.286621
	Iteration 45Q: 3 clusters Score -2.245037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168589 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -22450366.000000 Penalty: 5971.286621
	Iteration 46Q: 3 clusters Score -2.245037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168598 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -22450384.000000 Penalty: 5971.286621
	Iteration 47Q: 3 clusters Score -2.245038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168603 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -22450364.000000 Penalty: 5971.286621
	Iteration 48Q: 3 clusters Score -2.245036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168606 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -22450368.000000 Penalty: 5971.286621
	Iteration 49Q: 3 clusters Score -2.245037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168610 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -22450366.000000 Penalty: 5971.286621
	Iteration 50Q: 3 clusters Score -2.245037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168613 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -22450372.000000 Penalty: 5971.286621
	Iteration 51Q: 3 clusters Score -2.245037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168616 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -22450376.000000 Penalty: 5971.286621
	Iteration 52Q: 3 clusters Score -2.245038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168620 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -22450382.000000 Penalty: 5971.286621
	Iteration 53Q: 3 clusters Score -2.245038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168621 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -22450382.000000 Penalty: 5971.286621
	Iteration 54Q: 3 clusters Score -2.245038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168621 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -22450382.000000 Penalty: 5971.286621
	Iteration 55F: 3 clusters Score -2.245038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (167260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167260 members 
Entering Unmasked Estep 
Score: -22336544.000000 Penalty: 2982.771484
	Iteration 0F: 2 clusters Score -2.233654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83599 members 
Mstep: Class 2 contains 83661 members 
Entering Unmasked Estep 
Score: -22230104.000000 Penalty: 5965.542969
	Iteration 0F: 3 clusters Score -2.22301e+07 nChanged 79942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81573 members 
Mstep: Class 2 contains 85687 members 
Entering Unmasked Estep 
Score: -22277260.000000 Penalty: 5965.542969
	Iteration 1F: 3 clusters Score -2.227726e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79644 members 
Mstep: Class 2 contains 87616 members 
Entering Unmasked Estep 
Score: -22279544.000000 Penalty: 5965.542969
	Iteration 2Q: 3 clusters Score -2.227954e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76348 members 
Mstep: Class 2 contains 90912 members 
Entering Unmasked Estep 
Score: -22283496.000000 Penalty: 5965.542969
	Iteration 3Q: 3 clusters Score -2.22835e+07 nChanged 10452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71052 members 
Mstep: Class 2 contains 96208 members 
Entering Unmasked Estep 
Score: -22289678.000000 Penalty: 5965.542969
	Iteration 4F: 3 clusters Score -2.228968e+07 nChanged 12675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63553 members 
Mstep: Class 2 contains 103707 members 
Entering Unmasked Estep 
Score: -22298218.000000 Penalty: 5965.542969
	Iteration 5F: 3 clusters Score -2.229822e+07 nChanged 13415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 112174 members 
Entering Unmasked Estep 
Score: -22308118.000000 Penalty: 5965.542969
	Iteration 6F: 3 clusters Score -2.230812e+07 nChanged 11914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 119862 members 
Entering Unmasked Estep 
Score: -22317892.000000 Penalty: 5965.542969
	Iteration 7F: 3 clusters Score -2.231789e+07 nChanged 9061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 125359 members 
Entering Unmasked Estep 
Score: -22325458.000000 Penalty: 5965.542969
	Iteration 8F: 3 clusters Score -2.232546e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 128720 members 
Entering Unmasked Estep 
Score: -22329358.000000 Penalty: 5965.542969
	Iteration 9Q: 3 clusters Score -2.232936e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 131140 members 
Entering Unmasked Estep 
Score: -22331204.000000 Penalty: 5965.542969
	Iteration 10Q: 3 clusters Score -2.23312e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 133202 members 
Entering Unmasked Estep 
Score: -22332136.000000 Penalty: 5965.542969
	Iteration 11Q: 3 clusters Score -2.233214e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 135138 members 
Entering Unmasked Estep 
Score: -22332796.000000 Penalty: 5965.542969
	Iteration 12Q: 3 clusters Score -2.23328e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 136971 members 
Entering Unmasked Estep 
Score: -22333446.000000 Penalty: 5965.542969
	Iteration 13Q: 3 clusters Score -2.233345e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 138760 members 
Entering Unmasked Estep 
Score: -22333948.000000 Penalty: 5965.542969
	Iteration 14Q: 3 clusters Score -2.233395e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 140476 members 
Entering Unmasked Estep 
Score: -22334478.000000 Penalty: 5965.542969
	Iteration 15Q: 3 clusters Score -2.233448e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 142080 members 
Entering Unmasked Estep 
Score: -22335140.000000 Penalty: 5965.542969
	Iteration 16Q: 3 clusters Score -2.233514e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 143665 members 
Entering Unmasked Estep 
Score: -22335642.000000 Penalty: 5965.542969
	Iteration 17Q: 3 clusters Score -2.233564e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 145326 members 
Entering Unmasked Estep 
Score: -22336142.000000 Penalty: 5965.542969
	Iteration 18Q: 3 clusters Score -2.233614e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 146970 members 
Entering Unmasked Estep 
Score: -22336624.000000 Penalty: 5965.542969
	Iteration 19Q: 3 clusters Score -2.233662e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 148570 members 
Entering Unmasked Estep 
Score: -22337074.000000 Penalty: 5965.542969
	Iteration 20F: 3 clusters Score -2.233707e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 150123 members 
Entering Unmasked Estep 
Score: -22337274.000000 Penalty: 5965.542969
	Iteration 21Q: 3 clusters Score -2.233727e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 151585 members 
Entering Unmasked Estep 
Score: -22337520.000000 Penalty: 5965.542969
	Iteration 22Q: 3 clusters Score -2.233752e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 153013 members 
Entering Unmasked Estep 
Score: -22337874.000000 Penalty: 5965.542969
	Iteration 23Q: 3 clusters Score -2.233787e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 154320 members 
Entering Unmasked Estep 
Score: -22338108.000000 Penalty: 5965.542969
	Iteration 24Q: 3 clusters Score -2.233811e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 155513 members 
Entering Unmasked Estep 
Score: -22338304.000000 Penalty: 5965.542969
	Iteration 25Q: 3 clusters Score -2.23383e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 156600 members 
Entering Unmasked Estep 
Score: -22338354.000000 Penalty: 5965.542969
	Iteration 26Q: 3 clusters Score -2.233835e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 157615 members 
Entering Unmasked Estep 
Score: -22338422.000000 Penalty: 5965.542969
	Iteration 27Q: 3 clusters Score -2.233842e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 158439 members 
Entering Unmasked Estep 
Score: -22338456.000000 Penalty: 5965.542969
	Iteration 28Q: 3 clusters Score -2.233846e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 159149 members 
Entering Unmasked Estep 
Score: -22338496.000000 Penalty: 5965.542969
	Iteration 29Q: 3 clusters Score -2.23385e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 159723 members 
Entering Unmasked Estep 
Score: -22338530.000000 Penalty: 5965.542969
	Iteration 30Q: 3 clusters Score -2.233853e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 160200 members 
Entering Unmasked Estep 
Score: -22338464.000000 Penalty: 5965.542969
	Iteration 31Q: 3 clusters Score -2.233846e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 160609 members 
Entering Unmasked Estep 
Score: -22338382.000000 Penalty: 5965.542969
	Iteration 32Q: 3 clusters Score -2.233838e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 160979 members 
Entering Unmasked Estep 
Score: -22338326.000000 Penalty: 5965.542969
	Iteration 33Q: 3 clusters Score -2.233833e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 161305 members 
Entering Unmasked Estep 
Score: -22338228.000000 Penalty: 5965.542969
	Iteration 34Q: 3 clusters Score -2.233823e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 161591 members 
Entering Unmasked Estep 
Score: -22338186.000000 Penalty: 5965.542969
	Iteration 35Q: 3 clusters Score -2.233819e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 161827 members 
Entering Unmasked Estep 
Score: -22338080.000000 Penalty: 5965.542969
	Iteration 36Q: 3 clusters Score -2.233808e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 162030 members 
Entering Unmasked Estep 
Score: -22338120.000000 Penalty: 5965.542969
	Iteration 37Q: 3 clusters Score -2.233812e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 162218 members 
Entering Unmasked Estep 
Score: -22338066.000000 Penalty: 5965.542969
	Iteration 38Q: 3 clusters Score -2.233807e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 162395 members 
Entering Unmasked Estep 
Score: -22338002.000000 Penalty: 5965.542969
	Iteration 39Q: 3 clusters Score -2.2338e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 162549 members 
Entering Unmasked Estep 
Score: -22337932.000000 Penalty: 5965.542969
	Iteration 40F: 3 clusters Score -2.233793e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 162685 members 
Entering Unmasked Estep 
Score: -22337906.000000 Penalty: 5965.542969
	Iteration 41Q: 3 clusters Score -2.233791e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 162807 members 
Entering Unmasked Estep 
Score: -22337882.000000 Penalty: 5965.542969
	Iteration 42Q: 3 clusters Score -2.233788e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 162925 members 
Entering Unmasked Estep 
Score: -22337842.000000 Penalty: 5965.542969
	Iteration 43Q: 3 clusters Score -2.233784e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 163024 members 
Entering Unmasked Estep 
Score: -22337762.000000 Penalty: 5965.542969
	Iteration 44Q: 3 clusters Score -2.233776e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 163124 members 
Entering Unmasked Estep 
Score: -22337782.000000 Penalty: 5965.542969
	Iteration 45Q: 3 clusters Score -2.233778e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 163221 members 
Entering Unmasked Estep 
Score: -22337740.000000 Penalty: 5965.542969
	Iteration 46Q: 3 clusters Score -2.233774e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 163302 members 
Entering Unmasked Estep 
Score: -22337690.000000 Penalty: 5965.542969
	Iteration 47Q: 3 clusters Score -2.233769e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 163378 members 
Entering Unmasked Estep 
Score: -22337632.000000 Penalty: 5965.542969
	Iteration 48Q: 3 clusters Score -2.233763e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 163437 members 
Entering Unmasked Estep 
Score: -22337616.000000 Penalty: 5965.542969
	Iteration 49Q: 3 clusters Score -2.233762e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 163489 members 
Entering Unmasked Estep 
Score: -22337600.000000 Penalty: 5965.542969
	Iteration 50Q: 3 clusters Score -2.23376e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 163549 members 
Entering Unmasked Estep 
Score: -22337618.000000 Penalty: 5965.542969
	Iteration 51Q: 3 clusters Score -2.233762e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 163609 members 
Entering Unmasked Estep 
Score: -22337616.000000 Penalty: 5965.542969
	Iteration 52Q: 3 clusters Score -2.233762e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 163655 members 
Entering Unmasked Estep 
Score: -22337610.000000 Penalty: 5965.542969
	Iteration 53Q: 3 clusters Score -2.233761e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 163695 members 
Entering Unmasked Estep 
Score: -22337582.000000 Penalty: 5965.542969
	Iteration 54Q: 3 clusters Score -2.233758e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 163728 members 
Entering Unmasked Estep 
Score: -22337558.000000 Penalty: 5965.542969
	Iteration 55Q: 3 clusters Score -2.233756e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 163756 members 
Entering Unmasked Estep 
Score: -22337544.000000 Penalty: 5965.542969
	Iteration 56Q: 3 clusters Score -2.233754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 163775 members 
Entering Unmasked Estep 
Score: -22337538.000000 Penalty: 5965.542969
	Iteration 57Q: 3 clusters Score -2.233754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 163794 members 
Entering Unmasked Estep 
Score: -22337542.000000 Penalty: 5965.542969
	Iteration 58Q: 3 clusters Score -2.233754e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 163809 members 
Entering Unmasked Estep 
Score: -22337534.000000 Penalty: 5965.542969
	Iteration 59Q: 3 clusters Score -2.233753e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 163830 members 
Entering Unmasked Estep 
Score: -22337518.000000 Penalty: 5965.542969
	Iteration 60F: 3 clusters Score -2.233752e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 163850 members 
Entering Unmasked Estep 
Score: -22337498.000000 Penalty: 5965.542969
	Iteration 61Q: 3 clusters Score -2.23375e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 163865 members 
Entering Unmasked Estep 
Score: -22337490.000000 Penalty: 5965.542969
	Iteration 62Q: 3 clusters Score -2.233749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 163875 members 
Entering Unmasked Estep 
Score: -22337490.000000 Penalty: 5965.542969
	Iteration 63Q: 3 clusters Score -2.233749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 163879 members 
Entering Unmasked Estep 
Score: -22337492.000000 Penalty: 5965.542969
	Iteration 64Q: 3 clusters Score -2.233749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 163882 members 
Entering Unmasked Estep 
Score: -22337498.000000 Penalty: 5965.542969
	Iteration 65Q: 3 clusters Score -2.23375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 163883 members 
Entering Unmasked Estep 
Score: -22337502.000000 Penalty: 5965.542969
	Iteration 66Q: 3 clusters Score -2.23375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 163885 members 
Entering Unmasked Estep 
Score: -22337500.000000 Penalty: 5965.542969
	Iteration 67Q: 3 clusters Score -2.23375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 163887 members 
Entering Unmasked Estep 
Score: -22337502.000000 Penalty: 5965.542969
	Iteration 68Q: 3 clusters Score -2.23375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 163889 members 
Entering Unmasked Estep 
Score: -22337510.000000 Penalty: 5965.542969
	Iteration 69Q: 3 clusters Score -2.233751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 163891 members 
Entering Unmasked Estep 
Score: -22337510.000000 Penalty: 5965.542969
	Iteration 70Q: 3 clusters Score -2.233751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 163892 members 
Entering Unmasked Estep 
Score: -22337502.000000 Penalty: 5965.542969
	Iteration 71Q: 3 clusters Score -2.23375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 163892 members 
Entering Unmasked Estep 
Score: -22337502.000000 Penalty: 5965.542969
	Iteration 72F: 3 clusters Score -2.23375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 65554 members 
Mstep: Class 3 contains 185225 members 
Mstep: Class 4 contains 59908 members 
Mstep: Class 5 contains 703 members 
Mstep: Class 6 contains 107064 members 
Mstep: Class 7 contains 9392 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 111163 members 
Mstep: Class 10 contains 169208 members 
Mstep: Class 11 contains 3368 members 
Mstep: Class 12 contains 9359 members 
Mstep: Class 13 contains 163892 members 
Mstep: Class 14 contains 2310 members 
Mstep: Class 16 contains 51644 members 
Mstep: Class 17 contains 86087 members 
Mstep: Class 18 contains 169406 members 
Mstep: Class 19 contains 182066 members 
Entering Unmasked Estep 
Score: -180417616.000000 Penalty: 63111.863281
Splitting cluster 11 changes total score from -180415184.000000 to -180417616.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 12 (9359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Entering Unmasked Estep 
Score: -1249548.625000 Penalty: 2267.735107
	Iteration 0F: 2 clusters Score -1249549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1242294.125000 Penalty: 4535.470215
	Iteration 0F: 3 clusters Score -1242294 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1244391.750000 Penalty: 4535.470215
	Iteration 1F: 3 clusters Score -1244392 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1244756.250000 Penalty: 4535.470215
	Iteration 2F: 3 clusters Score -1244756 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1245078.875000 Penalty: 4535.470215
	Iteration 3F: 3 clusters Score -1245079 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1245459.500000 Penalty: 4535.470215
	Iteration 4F: 3 clusters Score -1245460 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1245941.875000 Penalty: 4535.470215
	Iteration 5F: 3 clusters Score -1245942 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1246396.375000 Penalty: 4535.470215
	Iteration 6F: 3 clusters Score -1246396 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1246791.875000 Penalty: 4535.470215
	Iteration 7F: 3 clusters Score -1246792 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1247109.500000 Penalty: 4535.470215
	Iteration 8Q: 3 clusters Score -1247110 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1247376.750000 Penalty: 4535.470215
	Iteration 9Q: 3 clusters Score -1247377 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1247586.125000 Penalty: 4535.470215
	Iteration 10Q: 3 clusters Score -1247586 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1247736.375000 Penalty: 4535.470215
	Iteration 11Q: 3 clusters Score -1247736 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1247842.500000 Penalty: 4535.470215
	Iteration 12Q: 3 clusters Score -1247842 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1247907.625000 Penalty: 4535.470215
	Iteration 13Q: 3 clusters Score -1247908 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1247955.250000 Penalty: 4535.470215
	Iteration 14Q: 3 clusters Score -1247955 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1247996.625000 Penalty: 4535.470215
	Iteration 15Q: 3 clusters Score -1247997 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1248027.750000 Penalty: 4535.470215
	Iteration 16Q: 3 clusters Score -1248028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1248039.375000 Penalty: 4535.470215
	Iteration 17Q: 3 clusters Score -1248039 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1248054.625000 Penalty: 4535.470215
	Iteration 18Q: 3 clusters Score -1248055 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1248068.000000 Penalty: 4535.470215
	Iteration 19Q: 3 clusters Score -1248068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1248078.875000 Penalty: 4535.470215
	Iteration 20F: 3 clusters Score -1248079 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1248084.750000 Penalty: 4535.470215
	Iteration 21Q: 3 clusters Score -1248085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1248092.500000 Penalty: 4535.470215
	Iteration 22Q: 3 clusters Score -1248092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1248099.625000 Penalty: 4535.470215
	Iteration 23Q: 3 clusters Score -1248100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1248106.125000 Penalty: 4535.470215
	Iteration 24Q: 3 clusters Score -1248106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1248112.000000 Penalty: 4535.470215
	Iteration 25Q: 3 clusters Score -1248112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1248117.625000 Penalty: 4535.470215
	Iteration 26Q: 3 clusters Score -1248118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1248119.500000 Penalty: 4535.470215
	Iteration 27Q: 3 clusters Score -1248120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1248120.500000 Penalty: 4535.470215
	Iteration 28Q: 3 clusters Score -1248120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1248124.500000 Penalty: 4535.470215
	Iteration 29Q: 3 clusters Score -1248124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1248128.125000 Penalty: 4535.470215
	Iteration 30Q: 3 clusters Score -1248128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1248129.625000 Penalty: 4535.470215
	Iteration 31Q: 3 clusters Score -1248130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1248129.875000 Penalty: 4535.470215
	Iteration 32Q: 3 clusters Score -1248130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1248132.375000 Penalty: 4535.470215
	Iteration 33Q: 3 clusters Score -1248132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1248132.625000 Penalty: 4535.470215
	Iteration 34Q: 3 clusters Score -1248133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1248132.250000 Penalty: 4535.470215
	Iteration 35Q: 3 clusters Score -1248132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1248132.250000 Penalty: 4535.470215
	Iteration 36F: 3 clusters Score -1248132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Entering Unmasked Estep 
Score: -265472.062500 Penalty: 1920.760742
	Iteration 0F: 2 clusters Score -265472.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -262810.750000 Penalty: 3841.521484
	Iteration 0F: 3 clusters Score -262810.8 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -264800.593750 Penalty: 3841.521484
	Iteration 1F: 3 clusters Score -264800.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -266252.781250 Penalty: 3841.521484
	Iteration 2F: 3 clusters Score -266252.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -267256.781250 Penalty: 3841.521484
	Iteration 3F: 3 clusters Score -267256.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -268391.000000 Penalty: 3841.521484
	Iteration 4F: 3 clusters Score -268391 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -269542.187500 Penalty: 3841.521484
	Iteration 5Q: 3 clusters Score -269542.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -269653.156250 Penalty: 3841.521484
	Iteration 6Q: 3 clusters Score -269653.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -269726.406250 Penalty: 3841.521484
	Iteration 7Q: 3 clusters Score -269726.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -269758.937500 Penalty: 3841.521484
	Iteration 8Q: 3 clusters Score -269758.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -269767.000000 Penalty: 3841.521484
	Iteration 9Q: 3 clusters Score -269767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -269771.562500 Penalty: 3841.521484
	Iteration 10Q: 3 clusters Score -269771.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -269771.562500 Penalty: 3841.521484
	Iteration 11F: 3 clusters Score -269771.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 65554 members 
Mstep: Class 3 contains 185225 members 
Mstep: Class 4 contains 59908 members 
Mstep: Class 5 contains 703 members 
Mstep: Class 6 contains 107064 members 
Mstep: Class 7 contains 9392 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 111163 members 
Mstep: Class 10 contains 169208 members 
Mstep: Class 11 contains 3368 members 
Mstep: Class 12 contains 9359 members 
Mstep: Class 13 contains 163892 members 
Mstep: Class 14 contains 1542 members 
Mstep: Class 15 contains 768 members 
Mstep: Class 16 contains 51644 members 
Mstep: Class 17 contains 86087 members 
Mstep: Class 18 contains 169406 members 
Mstep: Class 19 contains 182066 members 
Entering Unmasked Estep 
Score: -180420768.000000 Penalty: 66618.078125
Splitting cluster 14 changes total score from -180415184.000000 to -180420768.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 16 (51644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Entering Unmasked Estep 
Score: -6872996.000000 Penalty: 2691.327881
	Iteration 0F: 2 clusters Score -6872996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -6838148.000000 Penalty: 5382.655762
	Iteration 0F: 3 clusters Score -6838148 nChanged 23973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -6851731.500000 Penalty: 5382.655762
	Iteration 1F: 3 clusters Score -6851732 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -6852616.500000 Penalty: 5382.655762
	Iteration 2Q: 3 clusters Score -6852616 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -6853776.500000 Penalty: 5382.655762
	Iteration 3Q: 3 clusters Score -6853776 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -6855525.000000 Penalty: 5382.655762
	Iteration 4F: 3 clusters Score -6855525 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -6858036.500000 Penalty: 5382.655762
	Iteration 5F: 3 clusters Score -6858036 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -6861161.500000 Penalty: 5382.655762
	Iteration 6F: 3 clusters Score -6861162 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -6864568.500000 Penalty: 5382.655762
	Iteration 7F: 3 clusters Score -6864568 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -6867614.000000 Penalty: 5382.655762
	Iteration 8F: 3 clusters Score -6867614 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -6869375.000000 Penalty: 5382.655762
	Iteration 9Q: 3 clusters Score -6869375 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -6869971.500000 Penalty: 5382.655762
	Iteration 10Q: 3 clusters Score -6869972 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -6870248.000000 Penalty: 5382.655762
	Iteration 11Q: 3 clusters Score -6870248 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -6870446.000000 Penalty: 5382.655762
	Iteration 12Q: 3 clusters Score -6870446 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -6870568.500000 Penalty: 5382.655762
	Iteration 13Q: 3 clusters Score -6870568 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -6870660.000000 Penalty: 5382.655762
	Iteration 14Q: 3 clusters Score -6870660 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -6870700.000000 Penalty: 5382.655762
	Iteration 15Q: 3 clusters Score -6870700 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 47043 members 
Entering Unmasked Estep 
Score: -6870777.500000 Penalty: 5382.655762
	Iteration 16Q: 3 clusters Score -6870778 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -6870824.000000 Penalty: 5382.655762
	Iteration 17Q: 3 clusters Score -6870824 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -6870884.000000 Penalty: 5382.655762
	Iteration 18Q: 3 clusters Score -6870884 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -6870934.500000 Penalty: 5382.655762
	Iteration 19Q: 3 clusters Score -6870934 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -6870966.500000 Penalty: 5382.655762
	Iteration 20F: 3 clusters Score -6870966 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 47905 members 
Entering Unmasked Estep 
Score: -6870990.000000 Penalty: 5382.655762
	Iteration 21Q: 3 clusters Score -6870990 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -6871043.000000 Penalty: 5382.655762
	Iteration 22Q: 3 clusters Score -6871043 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -6871056.000000 Penalty: 5382.655762
	Iteration 23Q: 3 clusters Score -6871056 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -6871084.000000 Penalty: 5382.655762
	Iteration 24Q: 3 clusters Score -6871084 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -6871115.000000 Penalty: 5382.655762
	Iteration 25Q: 3 clusters Score -6871115 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -6871146.000000 Penalty: 5382.655762
	Iteration 26Q: 3 clusters Score -6871146 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -6871176.000000 Penalty: 5382.655762
	Iteration 27Q: 3 clusters Score -6871176 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 48694 members 
Entering Unmasked Estep 
Score: -6871175.000000 Penalty: 5382.655762
	Iteration 28Q: 3 clusters Score -6871175 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -6871207.500000 Penalty: 5382.655762
	Iteration 29Q: 3 clusters Score -6871208 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 48847 members 
Entering Unmasked Estep 
Score: -6871202.500000 Penalty: 5382.655762
	Iteration 30Q: 3 clusters Score -6871202 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -6871221.000000 Penalty: 5382.655762
	Iteration 31Q: 3 clusters Score -6871221 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -6871227.000000 Penalty: 5382.655762
	Iteration 32Q: 3 clusters Score -6871227 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 48981 members 
Entering Unmasked Estep 
Score: -6871247.500000 Penalty: 5382.655762
	Iteration 33Q: 3 clusters Score -6871248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -6871264.000000 Penalty: 5382.655762
	Iteration 34Q: 3 clusters Score -6871264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -6871258.500000 Penalty: 5382.655762
	Iteration 35Q: 3 clusters Score -6871258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 49080 members 
Entering Unmasked Estep 
Score: -6871263.500000 Penalty: 5382.655762
	Iteration 36Q: 3 clusters Score -6871264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -6871249.000000 Penalty: 5382.655762
	Iteration 37Q: 3 clusters Score -6871249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -6871249.000000 Penalty: 5382.655762
	Iteration 38Q: 3 clusters Score -6871249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -6871256.000000 Penalty: 5382.655762
	Iteration 39Q: 3 clusters Score -6871256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -6871250.500000 Penalty: 5382.655762
	Iteration 40F: 3 clusters Score -6871250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -6871257.000000 Penalty: 5382.655762
	Iteration 41Q: 3 clusters Score -6871257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -6871250.500000 Penalty: 5382.655762
	Iteration 42Q: 3 clusters Score -6871250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -6871249.500000 Penalty: 5382.655762
	Iteration 43Q: 3 clusters Score -6871250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -6871257.000000 Penalty: 5382.655762
	Iteration 44Q: 3 clusters Score -6871257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -6871252.500000 Penalty: 5382.655762
	Iteration 45Q: 3 clusters Score -6871252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -6871269.000000 Penalty: 5382.655762
	Iteration 46Q: 3 clusters Score -6871269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 49241 members 
Entering Unmasked Estep 
Score: -6871270.000000 Penalty: 5382.655762
	Iteration 47Q: 3 clusters Score -6871270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -6871275.000000 Penalty: 5382.655762
	Iteration 48Q: 3 clusters Score -6871275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -6871278.500000 Penalty: 5382.655762
	Iteration 49Q: 3 clusters Score -6871278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 49261 members 
Entering Unmasked Estep 
Score: -6871284.000000 Penalty: 5382.655762
	Iteration 50Q: 3 clusters Score -6871284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -6871294.000000 Penalty: 5382.655762
	Iteration 51Q: 3 clusters Score -6871294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -6871303.500000 Penalty: 5382.655762
	Iteration 52Q: 3 clusters Score -6871304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -6871295.500000 Penalty: 5382.655762
	Iteration 53Q: 3 clusters Score -6871296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 49297 members 
Entering Unmasked Estep 
Score: -6871296.500000 Penalty: 5382.655762
	Iteration 54Q: 3 clusters Score -6871296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -6871294.000000 Penalty: 5382.655762
	Iteration 55Q: 3 clusters Score -6871294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -6871285.000000 Penalty: 5382.655762
	Iteration 56Q: 3 clusters Score -6871285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -6871290.000000 Penalty: 5382.655762
	Iteration 57Q: 3 clusters Score -6871290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -6871292.000000 Penalty: 5382.655762
	Iteration 58Q: 3 clusters Score -6871292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -6871292.500000 Penalty: 5382.655762
	Iteration 59Q: 3 clusters Score -6871292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -6871295.000000 Penalty: 5382.655762
	Iteration 60F: 3 clusters Score -6871295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -6871295.500000 Penalty: 5382.655762
	Iteration 61Q: 3 clusters Score -6871296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
Score: -6871302.000000 Penalty: 5382.655762
	Iteration 62Q: 3 clusters Score -6871302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -6871296.000000 Penalty: 5382.655762
	Iteration 63Q: 3 clusters Score -6871296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
Score: -6871298.000000 Penalty: 5382.655762
	Iteration 64Q: 3 clusters Score -6871298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -6871298.500000 Penalty: 5382.655762
	Iteration 65Q: 3 clusters Score -6871298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -6871297.500000 Penalty: 5382.655762
	Iteration 66Q: 3 clusters Score -6871298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -6871301.000000 Penalty: 5382.655762
	Iteration 67Q: 3 clusters Score -6871301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -6871294.000000 Penalty: 5382.655762
	Iteration 68Q: 3 clusters Score -6871294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -6871294.000000 Penalty: 5382.655762
	Iteration 69F: 3 clusters Score -6871294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (86087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86087 members 
Entering Unmasked Estep 
Score: -11422551.000000 Penalty: 2818.052246
	Iteration 0F: 2 clusters Score -1.142255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -11364637.000000 Penalty: 5636.104492
	Iteration 0F: 3 clusters Score -1.136464e+07 nChanged 40653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -11387928.000000 Penalty: 5636.104492
	Iteration 1F: 3 clusters Score -1.138793e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -11388916.000000 Penalty: 5636.104492
	Iteration 2Q: 3 clusters Score -1.138892e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -11390358.000000 Penalty: 5636.104492
	Iteration 3Q: 3 clusters Score -1.139036e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -11392368.000000 Penalty: 5636.104492
	Iteration 4Q: 3 clusters Score -1.139237e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -11394981.000000 Penalty: 5636.104492
	Iteration 5F: 3 clusters Score -1.139498e+07 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -11397877.000000 Penalty: 5636.104492
	Iteration 6F: 3 clusters Score -1.139788e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -11400704.000000 Penalty: 5636.104492
	Iteration 7F: 3 clusters Score -1.14007e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -11403722.000000 Penalty: 5636.104492
	Iteration 8F: 3 clusters Score -1.140372e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50640 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -11407013.000000 Penalty: 5636.104492
	Iteration 9F: 3 clusters Score -1.140701e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -11409854.000000 Penalty: 5636.104492
	Iteration 10Q: 3 clusters Score -1.140985e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -11411960.000000 Penalty: 5636.104492
	Iteration 11Q: 3 clusters Score -1.141196e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -11412908.000000 Penalty: 5636.104492
	Iteration 12Q: 3 clusters Score -1.141291e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -11413448.000000 Penalty: 5636.104492
	Iteration 13Q: 3 clusters Score -1.141345e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56292 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -11413829.000000 Penalty: 5636.104492
	Iteration 14Q: 3 clusters Score -1.141383e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57141 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -11414058.000000 Penalty: 5636.104492
	Iteration 15Q: 3 clusters Score -1.141406e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58010 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -11414345.000000 Penalty: 5636.104492
	Iteration 16Q: 3 clusters Score -1.141434e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -11414625.000000 Penalty: 5636.104492
	Iteration 17Q: 3 clusters Score -1.141462e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59802 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -11414939.000000 Penalty: 5636.104492
	Iteration 18Q: 3 clusters Score -1.141494e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -11415210.000000 Penalty: 5636.104492
	Iteration 19Q: 3 clusters Score -1.141521e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61602 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -11415335.000000 Penalty: 5636.104492
	Iteration 20F: 3 clusters Score -1.141534e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -11415599.000000 Penalty: 5636.104492
	Iteration 21Q: 3 clusters Score -1.14156e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63313 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -11415831.000000 Penalty: 5636.104492
	Iteration 22Q: 3 clusters Score -1.141583e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -11416092.000000 Penalty: 5636.104492
	Iteration 23Q: 3 clusters Score -1.141609e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65014 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -11416312.000000 Penalty: 5636.104492
	Iteration 24Q: 3 clusters Score -1.141631e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65851 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -11416548.000000 Penalty: 5636.104492
	Iteration 25Q: 3 clusters Score -1.141655e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66672 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -11416724.000000 Penalty: 5636.104492
	Iteration 26Q: 3 clusters Score -1.141672e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67436 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -11416903.000000 Penalty: 5636.104492
	Iteration 27Q: 3 clusters Score -1.14169e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68185 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -11417043.000000 Penalty: 5636.104492
	Iteration 28Q: 3 clusters Score -1.141704e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68904 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -11417211.000000 Penalty: 5636.104492
	Iteration 29Q: 3 clusters Score -1.141721e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69609 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -11417305.000000 Penalty: 5636.104492
	Iteration 30Q: 3 clusters Score -1.14173e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70281 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -11417445.000000 Penalty: 5636.104492
	Iteration 31Q: 3 clusters Score -1.141744e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70954 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -11417607.000000 Penalty: 5636.104492
	Iteration 32Q: 3 clusters Score -1.141761e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71598 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -11417720.000000 Penalty: 5636.104492
	Iteration 33Q: 3 clusters Score -1.141772e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72243 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -11417840.000000 Penalty: 5636.104492
	Iteration 34Q: 3 clusters Score -1.141784e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72890 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -11417996.000000 Penalty: 5636.104492
	Iteration 35Q: 3 clusters Score -1.1418e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73575 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -11418192.000000 Penalty: 5636.104492
	Iteration 36Q: 3 clusters Score -1.141819e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -11418324.000000 Penalty: 5636.104492
	Iteration 37Q: 3 clusters Score -1.141832e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74895 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -11418470.000000 Penalty: 5636.104492
	Iteration 38Q: 3 clusters Score -1.141847e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75536 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -11418668.000000 Penalty: 5636.104492
	Iteration 39Q: 3 clusters Score -1.141867e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76169 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -11418860.000000 Penalty: 5636.104492
	Iteration 40F: 3 clusters Score -1.141886e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76798 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -11419028.000000 Penalty: 5636.104492
	Iteration 41Q: 3 clusters Score -1.141903e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77389 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -11419248.000000 Penalty: 5636.104492
	Iteration 42Q: 3 clusters Score -1.141925e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77923 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -11419365.000000 Penalty: 5636.104492
	Iteration 43Q: 3 clusters Score -1.141936e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78451 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -11419504.000000 Penalty: 5636.104492
	Iteration 44Q: 3 clusters Score -1.14195e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78938 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -11419643.000000 Penalty: 5636.104492
	Iteration 45Q: 3 clusters Score -1.141964e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79401 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -11419744.000000 Penalty: 5636.104492
	Iteration 46Q: 3 clusters Score -1.141974e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79822 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -11419886.000000 Penalty: 5636.104492
	Iteration 47Q: 3 clusters Score -1.141989e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80195 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -11419974.000000 Penalty: 5636.104492
	Iteration 48Q: 3 clusters Score -1.141997e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80556 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -11420065.000000 Penalty: 5636.104492
	Iteration 49Q: 3 clusters Score -1.142006e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80876 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -11420165.000000 Penalty: 5636.104492
	Iteration 50Q: 3 clusters Score -1.142016e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81176 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -11420259.000000 Penalty: 5636.104492
	Iteration 51Q: 3 clusters Score -1.142026e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81464 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -11420382.000000 Penalty: 5636.104492
	Iteration 52Q: 3 clusters Score -1.142038e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81723 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -11420491.000000 Penalty: 5636.104492
	Iteration 53Q: 3 clusters Score -1.142049e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81972 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -11420587.000000 Penalty: 5636.104492
	Iteration 54Q: 3 clusters Score -1.142059e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82174 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -11420645.000000 Penalty: 5636.104492
	Iteration 55Q: 3 clusters Score -1.142064e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82388 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -11420744.000000 Penalty: 5636.104492
	Iteration 56Q: 3 clusters Score -1.142074e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82564 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -11420864.000000 Penalty: 5636.104492
	Iteration 57Q: 3 clusters Score -1.142086e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82742 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -11420957.000000 Penalty: 5636.104492
	Iteration 58Q: 3 clusters Score -1.142096e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82921 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -11421032.000000 Penalty: 5636.104492
	Iteration 59Q: 3 clusters Score -1.142103e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83093 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -11421105.000000 Penalty: 5636.104492
	Iteration 60F: 3 clusters Score -1.14211e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83248 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -11421184.000000 Penalty: 5636.104492
	Iteration 61Q: 3 clusters Score -1.142118e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83368 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -11421223.000000 Penalty: 5636.104492
	Iteration 62Q: 3 clusters Score -1.142122e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83476 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -11421290.000000 Penalty: 5636.104492
	Iteration 63Q: 3 clusters Score -1.142129e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83563 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -11421349.000000 Penalty: 5636.104492
	Iteration 64Q: 3 clusters Score -1.142135e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83632 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -11421386.000000 Penalty: 5636.104492
	Iteration 65Q: 3 clusters Score -1.142139e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83701 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -11421421.000000 Penalty: 5636.104492
	Iteration 66Q: 3 clusters Score -1.142142e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83744 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -11421449.000000 Penalty: 5636.104492
	Iteration 67Q: 3 clusters Score -1.142145e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83774 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -11421460.000000 Penalty: 5636.104492
	Iteration 68Q: 3 clusters Score -1.142146e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83788 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -11421475.000000 Penalty: 5636.104492
	Iteration 69Q: 3 clusters Score -1.142148e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83801 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -11421509.000000 Penalty: 5636.104492
	Iteration 70Q: 3 clusters Score -1.142151e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83826 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -11421516.000000 Penalty: 5636.104492
	Iteration 71Q: 3 clusters Score -1.142152e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83843 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -11421518.000000 Penalty: 5636.104492
	Iteration 72Q: 3 clusters Score -1.142152e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83861 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -11421538.000000 Penalty: 5636.104492
	Iteration 73Q: 3 clusters Score -1.142154e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83876 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -11421537.000000 Penalty: 5636.104492
	Iteration 74Q: 3 clusters Score -1.142154e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83889 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -11421555.000000 Penalty: 5636.104492
	Iteration 75Q: 3 clusters Score -1.142156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83890 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -11421543.000000 Penalty: 5636.104492
	Iteration 76Q: 3 clusters Score -1.142154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83889 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -11421542.000000 Penalty: 5636.104492
	Iteration 77Q: 3 clusters Score -1.142154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83891 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -11421556.000000 Penalty: 5636.104492
	Iteration 78Q: 3 clusters Score -1.142156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83894 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -11421556.000000 Penalty: 5636.104492
	Iteration 79Q: 3 clusters Score -1.142156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83894 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -11421556.000000 Penalty: 5636.104492
	Iteration 80F: 3 clusters Score -1.142156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169406 members 
Entering Unmasked Estep 
Score: -22624338.000000 Penalty: 2985.933350
	Iteration 0F: 2 clusters Score -2.262434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84301 members 
Mstep: Class 2 contains 85105 members 
Entering Unmasked Estep 
Score: -22515226.000000 Penalty: 5971.866699
	Iteration 0F: 3 clusters Score -2.251523e+07 nChanged 81648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79721 members 
Mstep: Class 2 contains 89685 members 
Entering Unmasked Estep 
Score: -22563420.000000 Penalty: 5971.866699
	Iteration 1F: 3 clusters Score -2.256342e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76629 members 
Mstep: Class 2 contains 92777 members 
Entering Unmasked Estep 
Score: -22564984.000000 Penalty: 5971.866699
	Iteration 2Q: 3 clusters Score -2.256498e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71976 members 
Mstep: Class 2 contains 97430 members 
Entering Unmasked Estep 
Score: -22567396.000000 Penalty: 5971.866699
	Iteration 3Q: 3 clusters Score -2.25674e+07 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65155 members 
Mstep: Class 2 contains 104251 members 
Entering Unmasked Estep 
Score: -22571292.000000 Penalty: 5971.866699
	Iteration 4Q: 3 clusters Score -2.257129e+07 nChanged 10746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 113741 members 
Entering Unmasked Estep 
Score: -22578166.000000 Penalty: 5971.866699
	Iteration 5F: 3 clusters Score -2.257817e+07 nChanged 12885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 125724 members 
Entering Unmasked Estep 
Score: -22588142.000000 Penalty: 5971.866699
	Iteration 6F: 3 clusters Score -2.258814e+07 nChanged 12908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 138012 members 
Entering Unmasked Estep 
Score: -22599424.000000 Penalty: 5971.866699
	Iteration 7F: 3 clusters Score -2.259942e+07 nChanged 10443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 147965 members 
Entering Unmasked Estep 
Score: -22609086.000000 Penalty: 5971.866699
	Iteration 8F: 3 clusters Score -2.260909e+07 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 154727 members 
Entering Unmasked Estep 
Score: -22615054.000000 Penalty: 5971.866699
	Iteration 9Q: 3 clusters Score -2.261505e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 159198 members 
Entering Unmasked Estep 
Score: -22618366.000000 Penalty: 5971.866699
	Iteration 10Q: 3 clusters Score -2.261837e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 162202 members 
Entering Unmasked Estep 
Score: -22620340.000000 Penalty: 5971.866699
	Iteration 11Q: 3 clusters Score -2.262034e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 164175 members 
Entering Unmasked Estep 
Score: -22621442.000000 Penalty: 5971.866699
	Iteration 12Q: 3 clusters Score -2.262144e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 165426 members 
Entering Unmasked Estep 
Score: -22622030.000000 Penalty: 5971.866699
	Iteration 13Q: 3 clusters Score -2.262203e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 166231 members 
Entering Unmasked Estep 
Score: -22622068.000000 Penalty: 5971.866699
	Iteration 14Q: 3 clusters Score -2.262207e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 166789 members 
Entering Unmasked Estep 
Score: -22622106.000000 Penalty: 5971.866699
	Iteration 15Q: 3 clusters Score -2.262211e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 167207 members 
Entering Unmasked Estep 
Score: -22622140.000000 Penalty: 5971.866699
	Iteration 16Q: 3 clusters Score -2.262214e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 167512 members 
Entering Unmasked Estep 
Score: -22622172.000000 Penalty: 5971.866699
	Iteration 17Q: 3 clusters Score -2.262217e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 167741 members 
Entering Unmasked Estep 
Score: -22622174.000000 Penalty: 5971.866699
	Iteration 18Q: 3 clusters Score -2.262217e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 167916 members 
Entering Unmasked Estep 
Score: -22622164.000000 Penalty: 5971.866699
	Iteration 19Q: 3 clusters Score -2.262216e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 168038 members 
Entering Unmasked Estep 
Score: -22622182.000000 Penalty: 5971.866699
	Iteration 20F: 3 clusters Score -2.262218e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 168145 members 
Entering Unmasked Estep 
Score: -22622176.000000 Penalty: 5971.866699
	Iteration 21Q: 3 clusters Score -2.262218e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 168223 members 
Entering Unmasked Estep 
Score: -22622164.000000 Penalty: 5971.866699
	Iteration 22Q: 3 clusters Score -2.262216e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 168284 members 
Entering Unmasked Estep 
Score: -22622152.000000 Penalty: 5971.866699
	Iteration 23Q: 3 clusters Score -2.262215e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 168334 members 
Entering Unmasked Estep 
Score: -22622174.000000 Penalty: 5971.866699
	Iteration 24Q: 3 clusters Score -2.262217e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 168383 members 
Entering Unmasked Estep 
Score: -22622184.000000 Penalty: 5971.866699
	Iteration 25Q: 3 clusters Score -2.262218e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 168420 members 
Entering Unmasked Estep 
Score: -22622186.000000 Penalty: 5971.866699
	Iteration 26Q: 3 clusters Score -2.262219e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 168460 members 
Entering Unmasked Estep 
Score: -22622188.000000 Penalty: 5971.866699
	Iteration 27Q: 3 clusters Score -2.262219e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 168485 members 
Entering Unmasked Estep 
Score: -22622172.000000 Penalty: 5971.866699
	Iteration 28Q: 3 clusters Score -2.262217e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 168502 members 
Entering Unmasked Estep 
Score: -22622186.000000 Penalty: 5971.866699
	Iteration 29Q: 3 clusters Score -2.262219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 168517 members 
Entering Unmasked Estep 
Score: -22622182.000000 Penalty: 5971.866699
	Iteration 30Q: 3 clusters Score -2.262218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 168531 members 
Entering Unmasked Estep 
Score: -22622190.000000 Penalty: 5971.866699
	Iteration 31Q: 3 clusters Score -2.262219e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 168548 members 
Entering Unmasked Estep 
Score: -22622172.000000 Penalty: 5971.866699
	Iteration 32Q: 3 clusters Score -2.262217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 168553 members 
Entering Unmasked Estep 
Score: -22622180.000000 Penalty: 5971.866699
	Iteration 33Q: 3 clusters Score -2.262218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 168557 members 
Entering Unmasked Estep 
Score: -22622180.000000 Penalty: 5971.866699
	Iteration 34Q: 3 clusters Score -2.262218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 168564 members 
Entering Unmasked Estep 
Score: -22622170.000000 Penalty: 5971.866699
	Iteration 35Q: 3 clusters Score -2.262217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 168575 members 
Entering Unmasked Estep 
Score: -22622172.000000 Penalty: 5971.866699
	Iteration 36Q: 3 clusters Score -2.262217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 168585 members 
Entering Unmasked Estep 
Score: -22622172.000000 Penalty: 5971.866699
	Iteration 37Q: 3 clusters Score -2.262217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 168594 members 
Entering Unmasked Estep 
Score: -22622174.000000 Penalty: 5971.866699
	Iteration 38Q: 3 clusters Score -2.262217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 168603 members 
Entering Unmasked Estep 
Score: -22622166.000000 Penalty: 5971.866699
	Iteration 39Q: 3 clusters Score -2.262217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 168616 members 
Entering Unmasked Estep 
Score: -22622162.000000 Penalty: 5971.866699
	Iteration 40F: 3 clusters Score -2.262216e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 168631 members 
Entering Unmasked Estep 
Score: -22622180.000000 Penalty: 5971.866699
	Iteration 41Q: 3 clusters Score -2.262218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 168640 members 
Entering Unmasked Estep 
Score: -22622196.000000 Penalty: 5971.866699
	Iteration 42Q: 3 clusters Score -2.26222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 168648 members 
Entering Unmasked Estep 
Score: -22622194.000000 Penalty: 5971.866699
	Iteration 43Q: 3 clusters Score -2.262219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 168658 members 
Entering Unmasked Estep 
Score: -22622194.000000 Penalty: 5971.866699
	Iteration 44Q: 3 clusters Score -2.262219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 168667 members 
Entering Unmasked Estep 
Score: -22622202.000000 Penalty: 5971.866699
	Iteration 45Q: 3 clusters Score -2.26222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 168674 members 
Entering Unmasked Estep 
Score: -22622186.000000 Penalty: 5971.866699
	Iteration 46Q: 3 clusters Score -2.262219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 168678 members 
Entering Unmasked Estep 
Score: -22622188.000000 Penalty: 5971.866699
	Iteration 47Q: 3 clusters Score -2.262219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 168682 members 
Entering Unmasked Estep 
Score: -22622190.000000 Penalty: 5971.866699
	Iteration 48Q: 3 clusters Score -2.262219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 168683 members 
Entering Unmasked Estep 
Score: -22622190.000000 Penalty: 5971.866699
	Iteration 49Q: 3 clusters Score -2.262219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 168686 members 
Entering Unmasked Estep 
Score: -22622184.000000 Penalty: 5971.866699
	Iteration 50Q: 3 clusters Score -2.262218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 168688 members 
Entering Unmasked Estep 
Score: -22622192.000000 Penalty: 5971.866699
	Iteration 51Q: 3 clusters Score -2.262219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 168688 members 
Entering Unmasked Estep 
Score: -22622192.000000 Penalty: 5971.866699
	Iteration 52F: 3 clusters Score -2.262219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (182066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182066 members 
Entering Unmasked Estep 
Score: -24691830.000000 Penalty: 3003.806885
	Iteration 0F: 2 clusters Score -2.469183e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90805 members 
Mstep: Class 2 contains 91261 members 
Entering Unmasked Estep 
Score: -24576998.000000 Penalty: 6007.613770
	Iteration 0F: 3 clusters Score -2.4577e+07 nChanged 87533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86518 members 
Mstep: Class 2 contains 95548 members 
Entering Unmasked Estep 
Score: -24628514.000000 Penalty: 6007.613770
	Iteration 1F: 3 clusters Score -2.462851e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83677 members 
Mstep: Class 2 contains 98389 members 
Entering Unmasked Estep 
Score: -24629914.000000 Penalty: 6007.613770
	Iteration 2Q: 3 clusters Score -2.462991e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79393 members 
Mstep: Class 2 contains 102673 members 
Entering Unmasked Estep 
Score: -24631930.000000 Penalty: 6007.613770
	Iteration 3Q: 3 clusters Score -2.463193e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72938 members 
Mstep: Class 2 contains 109128 members 
Entering Unmasked Estep 
Score: -24634810.000000 Penalty: 6007.613770
	Iteration 4Q: 3 clusters Score -2.463481e+07 nChanged 10267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63457 members 
Mstep: Class 2 contains 118609 members 
Entering Unmasked Estep 
Score: -24640324.000000 Penalty: 6007.613770
	Iteration 5F: 3 clusters Score -2.464032e+07 nChanged 13465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 131638 members 
Entering Unmasked Estep 
Score: -24650012.000000 Penalty: 6007.613770
	Iteration 6F: 3 clusters Score -2.465001e+07 nChanged 15808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 147252 members 
Entering Unmasked Estep 
Score: -24663570.000000 Penalty: 6007.613770
	Iteration 7F: 3 clusters Score -2.466357e+07 nChanged 14816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 162008 members 
Entering Unmasked Estep 
Score: -24676740.000000 Penalty: 6007.613770
	Iteration 8F: 3 clusters Score -2.467674e+07 nChanged 10897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 172897 members 
Entering Unmasked Estep 
Score: -24684682.000000 Penalty: 6007.613770
	Iteration 9F: 3 clusters Score -2.468468e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 178515 members 
Entering Unmasked Estep 
Score: -24687850.000000 Penalty: 6007.613770
	Iteration 10Q: 3 clusters Score -2.468785e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 180607 members 
Entering Unmasked Estep 
Score: -24688552.000000 Penalty: 6007.613770
	Iteration 11Q: 3 clusters Score -2.468855e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 181335 members 
Entering Unmasked Estep 
Score: -24688918.000000 Penalty: 6007.613770
	Iteration 12Q: 3 clusters Score -2.468892e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 181585 members 
Entering Unmasked Estep 
Score: -24689088.000000 Penalty: 6007.613770
	Iteration 13Q: 3 clusters Score -2.468909e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 181677 members 
Entering Unmasked Estep 
Score: -24689150.000000 Penalty: 6007.613770
	Iteration 14Q: 3 clusters Score -2.468915e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 181708 members 
Entering Unmasked Estep 
Score: -24689234.000000 Penalty: 6007.613770
	Iteration 15Q: 3 clusters Score -2.468923e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 181739 members 
Entering Unmasked Estep 
Score: -24689270.000000 Penalty: 6007.613770
	Iteration 16Q: 3 clusters Score -2.468927e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 181755 members 
Entering Unmasked Estep 
Score: -24689276.000000 Penalty: 6007.613770
	Iteration 17Q: 3 clusters Score -2.468928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 181766 members 
Entering Unmasked Estep 
Score: -24689278.000000 Penalty: 6007.613770
	Iteration 18Q: 3 clusters Score -2.468928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 181772 members 
Entering Unmasked Estep 
Score: -24689278.000000 Penalty: 6007.613770
	Iteration 19Q: 3 clusters Score -2.468928e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 181773 members 
Entering Unmasked Estep 
Score: -24689288.000000 Penalty: 6007.613770
	Iteration 20F: 3 clusters Score -2.468929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 181772 members 
Entering Unmasked Estep 
Score: -24689296.000000 Penalty: 6007.613770
	Iteration 21Q: 3 clusters Score -2.46893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 181770 members 
Entering Unmasked Estep 
Score: -24689288.000000 Penalty: 6007.613770
	Iteration 22Q: 3 clusters Score -2.468929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 181770 members 
Entering Unmasked Estep 
Score: -24689288.000000 Penalty: 6007.613770
	Iteration 23F: 3 clusters Score -2.468929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 65554 members 
Mstep: Class 3 contains 185225 members 
Mstep: Class 4 contains 59908 members 
Mstep: Class 5 contains 703 members 
Mstep: Class 6 contains 107064 members 
Mstep: Class 7 contains 9392 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 111163 members 
Mstep: Class 10 contains 169208 members 
Mstep: Class 11 contains 3368 members 
Mstep: Class 12 contains 9359 members 
Mstep: Class 14 contains 1542 members 
Mstep: Class 16 contains 51644 members 
Mstep: Class 17 contains 86087 members 
Mstep: Class 18 contains 169406 members 
Mstep: Class 19 contains 182066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180421168.000000 Penalty: 66618.078125
Iteration 79Q: 20 clusters Score -1.804212e+08 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 65602 members 
Mstep: Class 3 contains 185549 members 
Mstep: Class 4 contains 59850 members 
Mstep: Class 5 contains 703 members 
Mstep: Class 6 contains 106973 members 
Mstep: Class 7 contains 9384 members 
Mstep: Class 8 contains 886 members 
Mstep: Class 9 contains 111195 members 
Mstep: Class 10 contains 169318 members 
Mstep: Class 11 contains 3519 members 
Mstep: Class 12 contains 9461 members 
Mstep: Class 13 contains 162863 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 51749 members 
Mstep: Class 17 contains 85765 members 
Mstep: Class 18 contains 169737 members 
Mstep: Class 19 contains 182375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180422112.000000 Penalty: 66618.078125
Iteration 80F: 20 clusters Score -1.804221e+08 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 65468 members 
Mstep: Class 3 contains 185545 members 
Mstep: Class 4 contains 59687 members 
Mstep: Class 5 contains 703 members 
Mstep: Class 6 contains 106875 members 
Mstep: Class 7 contains 9378 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 110971 members 
Mstep: Class 10 contains 168936 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 9558 members 
Mstep: Class 13 contains 164292 members 
Mstep: Class 14 contains 1543 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 51764 members 
Mstep: Class 17 contains 85221 members 
Mstep: Class 18 contains 169944 members 
Mstep: Class 19 contains 182157 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 20 clusters Score -1.804215e+08 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 65372 members 
Mstep: Class 3 contains 185568 members 
Mstep: Class 4 contains 59541 members 
Mstep: Class 5 contains 702 members 
Mstep: Class 6 contains 106735 members 
Mstep: Class 7 contains 9373 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 110821 members 
Mstep: Class 10 contains 168649 members 
Mstep: Class 11 contains 3566 members 
Mstep: Class 12 contains 9627 members 
Mstep: Class 13 contains 165404 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 51799 members 
Mstep: Class 17 contains 84735 members 
Mstep: Class 18 contains 170154 members 
Mstep: Class 19 contains 181999 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 20 clusters Score -1.80421e+08 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 65275 members 
Mstep: Class 3 contains 185538 members 
Mstep: Class 4 contains 59417 members 
Mstep: Class 5 contains 701 members 
Mstep: Class 6 contains 106621 members 
Mstep: Class 7 contains 9364 members 
Mstep: Class 8 contains 905 members 
Mstep: Class 9 contains 110742 members 
Mstep: Class 10 contains 168341 members 
Mstep: Class 11 contains 3588 members 
Mstep: Class 12 contains 9713 members 
Mstep: Class 13 contains 166385 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 51817 members 
Mstep: Class 17 contains 84289 members 
Mstep: Class 18 contains 170336 members 
Mstep: Class 19 contains 181918 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 20 clusters Score -1.804206e+08 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 65173 members 
Mstep: Class 3 contains 185536 members 
Mstep: Class 4 contains 59300 members 
Mstep: Class 5 contains 702 members 
Mstep: Class 6 contains 106507 members 
Mstep: Class 7 contains 9354 members 
Mstep: Class 8 contains 905 members 
Mstep: Class 9 contains 110655 members 
Mstep: Class 10 contains 168147 members 
Mstep: Class 11 contains 3614 members 
Mstep: Class 12 contains 9798 members 
Mstep: Class 13 contains 167145 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 51843 members 
Mstep: Class 17 contains 83903 members 
Mstep: Class 18 contains 170468 members 
Mstep: Class 19 contains 181900 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 20 clusters Score -1.804201e+08 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 65092 members 
Mstep: Class 3 contains 185507 members 
Mstep: Class 4 contains 59183 members 
Mstep: Class 5 contains 703 members 
Mstep: Class 6 contains 106396 members 
Mstep: Class 7 contains 9343 members 
Mstep: Class 8 contains 905 members 
Mstep: Class 9 contains 110579 members 
Mstep: Class 10 contains 168049 members 
Mstep: Class 11 contains 3643 members 
Mstep: Class 12 contains 9871 members 
Mstep: Class 13 contains 167667 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 51880 members 
Mstep: Class 17 contains 83502 members 
Mstep: Class 18 contains 170601 members 
Mstep: Class 19 contains 182030 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 20 clusters Score -1.804196e+08 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 65030 members 
Mstep: Class 3 contains 185568 members 
Mstep: Class 4 contains 59074 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 106289 members 
Mstep: Class 7 contains 9337 members 
Mstep: Class 8 contains 905 members 
Mstep: Class 9 contains 110555 members 
Mstep: Class 10 contains 167994 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 9962 members 
Mstep: Class 13 contains 168029 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 51902 members 
Mstep: Class 17 contains 83109 members 
Mstep: Class 18 contains 170700 members 
Mstep: Class 19 contains 182132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180419648.000000 Penalty: 66618.078125
Iteration 86Q: 20 clusters Score -1.804196e+08 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 64986 members 
Mstep: Class 3 contains 185667 members 
Mstep: Class 4 contains 58974 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 106165 members 
Mstep: Class 7 contains 9332 members 
Mstep: Class 8 contains 905 members 
Mstep: Class 9 contains 110569 members 
Mstep: Class 10 contains 167981 members 
Mstep: Class 11 contains 3679 members 
Mstep: Class 12 contains 10042 members 
Mstep: Class 13 contains 168330 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 51920 members 
Mstep: Class 17 contains 82728 members 
Mstep: Class 18 contains 170757 members 
Mstep: Class 19 contains 182214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180419744.000000 Penalty: 66618.078125
Iteration 87Q: 20 clusters Score -1.804197e+08 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 64929 members 
Mstep: Class 3 contains 185775 members 
Mstep: Class 4 contains 58880 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 106045 members 
Mstep: Class 7 contains 9328 members 
Mstep: Class 8 contains 905 members 
Mstep: Class 9 contains 110583 members 
Mstep: Class 10 contains 168074 members 
Mstep: Class 11 contains 3690 members 
Mstep: Class 12 contains 10117 members 
Mstep: Class 13 contains 168510 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 51940 members 
Mstep: Class 17 contains 82351 members 
Mstep: Class 18 contains 170855 members 
Mstep: Class 19 contains 182268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180419424.000000 Penalty: 66618.078125
Iteration 88Q: 20 clusters Score -1.804194e+08 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 64876 members 
Mstep: Class 3 contains 185886 members 
Mstep: Class 4 contains 58797 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 105946 members 
Mstep: Class 7 contains 9324 members 
Mstep: Class 8 contains 905 members 
Mstep: Class 9 contains 110599 members 
Mstep: Class 10 contains 168152 members 
Mstep: Class 11 contains 3696 members 
Mstep: Class 12 contains 10180 members 
Mstep: Class 13 contains 168550 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 51964 members 
Mstep: Class 17 contains 82002 members 
Mstep: Class 18 contains 171003 members 
Mstep: Class 19 contains 182370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180418848.000000 Penalty: 66618.078125
Iteration 89Q: 20 clusters Score -1.804188e+08 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 64798 members 
Mstep: Class 3 contains 186004 members 
Mstep: Class 4 contains 58716 members 
Mstep: Class 5 contains 703 members 
Mstep: Class 6 contains 105843 members 
Mstep: Class 7 contains 9321 members 
Mstep: Class 8 contains 905 members 
Mstep: Class 9 contains 110620 members 
Mstep: Class 10 contains 168324 members 
Mstep: Class 11 contains 3704 members 
Mstep: Class 12 contains 10229 members 
Mstep: Class 13 contains 168515 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 51984 members 
Mstep: Class 17 contains 81636 members 
Mstep: Class 18 contains 171197 members 
Mstep: Class 19 contains 182455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180419152.000000 Penalty: 66618.078125
Iteration 90Q: 20 clusters Score -1.804192e+08 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 64729 members 
Mstep: Class 3 contains 186117 members 
Mstep: Class 4 contains 58647 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 105724 members 
Mstep: Class 7 contains 9316 members 
Mstep: Class 8 contains 905 members 
Mstep: Class 9 contains 110635 members 
Mstep: Class 10 contains 168537 members 
Mstep: Class 11 contains 3710 members 
Mstep: Class 12 contains 10268 members 
Mstep: Class 13 contains 168461 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52003 members 
Mstep: Class 17 contains 81299 members 
Mstep: Class 18 contains 171401 members 
Mstep: Class 19 contains 182497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180418944.000000 Penalty: 66618.078125
Iteration 91Q: 20 clusters Score -1.804189e+08 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 64679 members 
Mstep: Class 3 contains 186234 members 
Mstep: Class 4 contains 58582 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 105608 members 
Mstep: Class 7 contains 9309 members 
Mstep: Class 8 contains 905 members 
Mstep: Class 9 contains 110630 members 
Mstep: Class 10 contains 168801 members 
Mstep: Class 11 contains 3716 members 
Mstep: Class 12 contains 10307 members 
Mstep: Class 13 contains 168399 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 51997 members 
Mstep: Class 17 contains 80935 members 
Mstep: Class 18 contains 171635 members 
Mstep: Class 19 contains 182510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180419040.000000 Penalty: 66618.078125
Iteration 92Q: 20 clusters Score -1.80419e+08 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 64621 members 
Mstep: Class 3 contains 186281 members 
Mstep: Class 4 contains 58536 members 
Mstep: Class 5 contains 703 members 
Mstep: Class 6 contains 105527 members 
Mstep: Class 7 contains 9304 members 
Mstep: Class 8 contains 905 members 
Mstep: Class 9 contains 110622 members 
Mstep: Class 10 contains 169093 members 
Mstep: Class 11 contains 3721 members 
Mstep: Class 12 contains 10363 members 
Mstep: Class 13 contains 168325 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52021 members 
Mstep: Class 17 contains 80624 members 
Mstep: Class 18 contains 171820 members 
Mstep: Class 19 contains 182485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180418864.000000 Penalty: 66618.078125
Iteration 93Q: 20 clusters Score -1.804189e+08 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 64581 members 
Mstep: Class 3 contains 186325 members 
Mstep: Class 4 contains 58495 members 
Mstep: Class 5 contains 703 members 
Mstep: Class 6 contains 105451 members 
Mstep: Class 7 contains 9297 members 
Mstep: Class 8 contains 905 members 
Mstep: Class 9 contains 110612 members 
Mstep: Class 10 contains 169367 members 
Mstep: Class 11 contains 3725 members 
Mstep: Class 12 contains 10418 members 
Mstep: Class 13 contains 168266 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52053 members 
Mstep: Class 17 contains 80355 members 
Mstep: Class 18 contains 171954 members 
Mstep: Class 19 contains 182446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180418848.000000 Penalty: 66618.078125
Iteration 94Q: 20 clusters Score -1.804188e+08 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 64562 members 
Mstep: Class 3 contains 186359 members 
Mstep: Class 4 contains 58475 members 
Mstep: Class 5 contains 702 members 
Mstep: Class 6 contains 105374 members 
Mstep: Class 7 contains 9288 members 
Mstep: Class 8 contains 905 members 
Mstep: Class 9 contains 110580 members 
Mstep: Class 10 contains 169658 members 
Mstep: Class 11 contains 3726 members 
Mstep: Class 12 contains 10472 members 
Mstep: Class 13 contains 168193 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52077 members 
Mstep: Class 17 contains 80110 members 
Mstep: Class 18 contains 172104 members 
Mstep: Class 19 contains 182368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180418528.000000 Penalty: 66618.078125
Iteration 95Q: 20 clusters Score -1.804185e+08 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 64547 members 
Mstep: Class 3 contains 186386 members 
Mstep: Class 4 contains 58433 members 
Mstep: Class 5 contains 703 members 
Mstep: Class 6 contains 105285 members 
Mstep: Class 7 contains 9285 members 
Mstep: Class 8 contains 905 members 
Mstep: Class 9 contains 110575 members 
Mstep: Class 10 contains 169941 members 
Mstep: Class 11 contains 3727 members 
Mstep: Class 12 contains 10530 members 
Mstep: Class 13 contains 168134 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52103 members 
Mstep: Class 17 contains 79876 members 
Mstep: Class 18 contains 172261 members 
Mstep: Class 19 contains 182262 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 20 clusters Score -1.804188e+08 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 64512 members 
Mstep: Class 3 contains 186389 members 
Mstep: Class 4 contains 58411 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 105206 members 
Mstep: Class 7 contains 9283 members 
Mstep: Class 8 contains 905 members 
Mstep: Class 9 contains 110566 members 
Mstep: Class 10 contains 170190 members 
Mstep: Class 11 contains 3729 members 
Mstep: Class 12 contains 10590 members 
Mstep: Class 13 contains 168109 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52114 members 
Mstep: Class 17 contains 79641 members 
Mstep: Class 18 contains 172373 members 
Mstep: Class 19 contains 182231 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 20 clusters Score -1.804186e+08 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 64479 members 
Mstep: Class 3 contains 186426 members 
Mstep: Class 4 contains 58385 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 105104 members 
Mstep: Class 7 contains 9276 members 
Mstep: Class 8 contains 905 members 
Mstep: Class 9 contains 110554 members 
Mstep: Class 10 contains 170389 members 
Mstep: Class 11 contains 3729 members 
Mstep: Class 12 contains 10627 members 
Mstep: Class 13 contains 168066 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52131 members 
Mstep: Class 17 contains 79420 members 
Mstep: Class 18 contains 172517 members 
Mstep: Class 19 contains 182240 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 20 clusters Score -1.80418e+08 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 64444 members 
Mstep: Class 3 contains 186484 members 
Mstep: Class 4 contains 58339 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 105010 members 
Mstep: Class 7 contains 9266 members 
Mstep: Class 8 contains 905 members 
Mstep: Class 9 contains 110565 members 
Mstep: Class 10 contains 170636 members 
Mstep: Class 11 contains 3733 members 
Mstep: Class 12 contains 10657 members 
Mstep: Class 13 contains 168044 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52150 members 
Mstep: Class 17 contains 79211 members 
Mstep: Class 18 contains 172665 members 
Mstep: Class 19 contains 182140 members 
Entering Unmasked Estep 
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Iteration 99Q: 20 clusters Score -1.804179e+08 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 64416 members 
Mstep: Class 3 contains 186519 members 
Mstep: Class 4 contains 58303 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 104919 members 
Mstep: Class 7 contains 9257 members 
Mstep: Class 8 contains 905 members 
Mstep: Class 9 contains 110592 members 
Mstep: Class 10 contains 170805 members 
Mstep: Class 11 contains 3734 members 
Mstep: Class 12 contains 10697 members 
Mstep: Class 13 contains 168030 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52184 members 
Mstep: Class 17 contains 79006 members 
Mstep: Class 18 contains 172764 members 
Mstep: Class 19 contains 182118 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 20 clusters Score -1.804177e+08 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 64379 members 
Mstep: Class 3 contains 186537 members 
Mstep: Class 4 contains 58275 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 104816 members 
Mstep: Class 7 contains 9250 members 
Mstep: Class 8 contains 911 members 
Mstep: Class 9 contains 110645 members 
Mstep: Class 10 contains 170994 members 
Mstep: Class 11 contains 3739 members 
Mstep: Class 12 contains 10732 members 
Mstep: Class 13 contains 168020 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52205 members 
Mstep: Class 17 contains 78831 members 
Mstep: Class 18 contains 172866 members 
Mstep: Class 19 contains 182055 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 20 clusters Score -1.804173e+08 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 64350 members 
Mstep: Class 3 contains 186587 members 
Mstep: Class 4 contains 58242 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 104747 members 
Mstep: Class 7 contains 9243 members 
Mstep: Class 8 contains 910 members 
Mstep: Class 9 contains 110678 members 
Mstep: Class 10 contains 171100 members 
Mstep: Class 11 contains 3741 members 
Mstep: Class 12 contains 10773 members 
Mstep: Class 13 contains 168066 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52226 members 
Mstep: Class 17 contains 78660 members 
Mstep: Class 18 contains 172922 members 
Mstep: Class 19 contains 182008 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 20 clusters Score -1.80417e+08 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 64313 members 
Mstep: Class 3 contains 186674 members 
Mstep: Class 4 contains 58213 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 104695 members 
Mstep: Class 7 contains 9240 members 
Mstep: Class 8 contains 910 members 
Mstep: Class 9 contains 110685 members 
Mstep: Class 10 contains 171154 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 10810 members 
Mstep: Class 13 contains 168114 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52254 members 
Mstep: Class 17 contains 78497 members 
Mstep: Class 18 contains 173017 members 
Mstep: Class 19 contains 181928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416592.000000 Penalty: 66618.078125
Iteration 103Q: 20 clusters Score -1.804166e+08 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 64295 members 
Mstep: Class 3 contains 186730 members 
Mstep: Class 4 contains 58171 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 104658 members 
Mstep: Class 7 contains 9232 members 
Mstep: Class 8 contains 910 members 
Mstep: Class 9 contains 110681 members 
Mstep: Class 10 contains 171218 members 
Mstep: Class 11 contains 3760 members 
Mstep: Class 12 contains 10835 members 
Mstep: Class 13 contains 168139 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52295 members 
Mstep: Class 17 contains 78349 members 
Mstep: Class 18 contains 173138 members 
Mstep: Class 19 contains 181843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416192.000000 Penalty: 66618.078125
Iteration 104Q: 20 clusters Score -1.804162e+08 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 64280 members 
Mstep: Class 3 contains 186802 members 
Mstep: Class 4 contains 58151 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 104617 members 
Mstep: Class 7 contains 9230 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 110690 members 
Mstep: Class 10 contains 171252 members 
Mstep: Class 11 contains 3764 members 
Mstep: Class 12 contains 10853 members 
Mstep: Class 13 contains 168159 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52333 members 
Mstep: Class 17 contains 78187 members 
Mstep: Class 18 contains 173232 members 
Mstep: Class 19 contains 181795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416240.000000 Penalty: 66618.078125
Iteration 105Q: 20 clusters Score -1.804162e+08 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 64251 members 
Mstep: Class 3 contains 186885 members 
Mstep: Class 4 contains 58119 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 104565 members 
Mstep: Class 7 contains 9226 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 110699 members 
Mstep: Class 10 contains 171291 members 
Mstep: Class 11 contains 3771 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 168164 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52356 members 
Mstep: Class 17 contains 78024 members 
Mstep: Class 18 contains 173352 members 
Mstep: Class 19 contains 181768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416032.000000 Penalty: 66618.078125
Iteration 106Q: 20 clusters Score -1.80416e+08 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 64227 members 
Mstep: Class 3 contains 186956 members 
Mstep: Class 4 contains 58079 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 104521 members 
Mstep: Class 7 contains 9224 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 110714 members 
Mstep: Class 10 contains 171308 members 
Mstep: Class 11 contains 3778 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 13 contains 168205 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52367 members 
Mstep: Class 17 contains 77868 members 
Mstep: Class 18 contains 173469 members 
Mstep: Class 19 contains 181735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416176.000000 Penalty: 66618.078125
Iteration 107Q: 20 clusters Score -1.804162e+08 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 64209 members 
Mstep: Class 3 contains 187028 members 
Mstep: Class 4 contains 58037 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 104491 members 
Mstep: Class 7 contains 9221 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 110752 members 
Mstep: Class 10 contains 171309 members 
Mstep: Class 11 contains 3789 members 
Mstep: Class 12 contains 10919 members 
Mstep: Class 13 contains 168217 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52376 members 
Mstep: Class 17 contains 77726 members 
Mstep: Class 18 contains 173559 members 
Mstep: Class 19 contains 181711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415712.000000 Penalty: 66618.078125
Iteration 108Q: 20 clusters Score -1.804157e+08 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 64172 members 
Mstep: Class 3 contains 187091 members 
Mstep: Class 4 contains 57988 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 104461 members 
Mstep: Class 7 contains 9216 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 110793 members 
Mstep: Class 10 contains 171360 members 
Mstep: Class 11 contains 3797 members 
Mstep: Class 12 contains 10944 members 
Mstep: Class 13 contains 168257 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52394 members 
Mstep: Class 17 contains 77561 members 
Mstep: Class 18 contains 173660 members 
Mstep: Class 19 contains 181651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415648.000000 Penalty: 66618.078125
Iteration 109Q: 20 clusters Score -1.804156e+08 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 64133 members 
Mstep: Class 3 contains 187165 members 
Mstep: Class 4 contains 57958 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 104433 members 
Mstep: Class 7 contains 9207 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 110838 members 
Mstep: Class 10 contains 171386 members 
Mstep: Class 11 contains 3805 members 
Mstep: Class 12 contains 10979 members 
Mstep: Class 13 contains 168303 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52390 members 
Mstep: Class 17 contains 77415 members 
Mstep: Class 18 contains 173781 members 
Mstep: Class 19 contains 181552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415744.000000 Penalty: 66618.078125
Iteration 110Q: 20 clusters Score -1.804157e+08 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 64067 members 
Mstep: Class 3 contains 187235 members 
Mstep: Class 4 contains 57938 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 104413 members 
Mstep: Class 7 contains 9202 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 110894 members 
Mstep: Class 10 contains 171451 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 11014 members 
Mstep: Class 13 contains 168377 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52394 members 
Mstep: Class 17 contains 77258 members 
Mstep: Class 18 contains 173847 members 
Mstep: Class 19 contains 181438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415360.000000 Penalty: 66618.078125
Iteration 111Q: 20 clusters Score -1.804154e+08 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 64016 members 
Mstep: Class 3 contains 187317 members 
Mstep: Class 4 contains 57922 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 104393 members 
Mstep: Class 7 contains 9197 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 110939 members 
Mstep: Class 10 contains 171456 members 
Mstep: Class 11 contains 3833 members 
Mstep: Class 12 contains 11061 members 
Mstep: Class 13 contains 168443 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52402 members 
Mstep: Class 17 contains 77120 members 
Mstep: Class 18 contains 173903 members 
Mstep: Class 19 contains 181341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415152.000000 Penalty: 66618.078125
Iteration 112Q: 20 clusters Score -1.804152e+08 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 63968 members 
Mstep: Class 3 contains 187370 members 
Mstep: Class 4 contains 57899 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 104383 members 
Mstep: Class 7 contains 9194 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 110979 members 
Mstep: Class 10 contains 171483 members 
Mstep: Class 11 contains 3852 members 
Mstep: Class 12 contains 11112 members 
Mstep: Class 13 contains 168513 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52402 members 
Mstep: Class 17 contains 76988 members 
Mstep: Class 18 contains 173927 members 
Mstep: Class 19 contains 181274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415024.000000 Penalty: 66618.078125
Iteration 113Q: 20 clusters Score -1.80415e+08 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 63926 members 
Mstep: Class 3 contains 187436 members 
Mstep: Class 4 contains 57896 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 104351 members 
Mstep: Class 7 contains 9190 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 111038 members 
Mstep: Class 10 contains 171493 members 
Mstep: Class 11 contains 3866 members 
Mstep: Class 12 contains 11163 members 
Mstep: Class 13 contains 168543 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52403 members 
Mstep: Class 17 contains 76867 members 
Mstep: Class 18 contains 173963 members 
Mstep: Class 19 contains 181210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414480.000000 Penalty: 66618.078125
Iteration 114Q: 20 clusters Score -1.804145e+08 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 63887 members 
Mstep: Class 3 contains 187512 members 
Mstep: Class 4 contains 57895 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 104317 members 
Mstep: Class 7 contains 9185 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 111081 members 
Mstep: Class 10 contains 171554 members 
Mstep: Class 11 contains 3886 members 
Mstep: Class 12 contains 11210 members 
Mstep: Class 13 contains 168555 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52393 members 
Mstep: Class 17 contains 76757 members 
Mstep: Class 18 contains 173993 members 
Mstep: Class 19 contains 181120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413968.000000 Penalty: 66618.078125
Iteration 115Q: 20 clusters Score -1.80414e+08 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 63843 members 
Mstep: Class 3 contains 187597 members 
Mstep: Class 4 contains 57891 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 104273 members 
Mstep: Class 7 contains 9180 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 111129 members 
Mstep: Class 10 contains 171626 members 
Mstep: Class 11 contains 3905 members 
Mstep: Class 12 contains 11254 members 
Mstep: Class 13 contains 168584 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52403 members 
Mstep: Class 17 contains 76660 members 
Mstep: Class 18 contains 174026 members 
Mstep: Class 19 contains 180974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413824.000000 Penalty: 66618.078125
Iteration 116Q: 20 clusters Score -1.804138e+08 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 63818 members 
Mstep: Class 3 contains 187659 members 
Mstep: Class 4 contains 57890 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 104224 members 
Mstep: Class 7 contains 9174 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 111171 members 
Mstep: Class 10 contains 171729 members 
Mstep: Class 11 contains 3934 members 
Mstep: Class 12 contains 11293 members 
Mstep: Class 13 contains 168604 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52406 members 
Mstep: Class 17 contains 76574 members 
Mstep: Class 18 contains 174054 members 
Mstep: Class 19 contains 180815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413664.000000 Penalty: 66618.078125
Iteration 117Q: 20 clusters Score -1.804137e+08 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 63801 members 
Mstep: Class 3 contains 187744 members 
Mstep: Class 4 contains 57882 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 104160 members 
Mstep: Class 7 contains 9167 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 111227 members 
Mstep: Class 10 contains 171822 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 11328 members 
Mstep: Class 13 contains 168635 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52402 members 
Mstep: Class 17 contains 76481 members 
Mstep: Class 18 contains 174064 members 
Mstep: Class 19 contains 180685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413696.000000 Penalty: 66618.078125
Iteration 118Q: 20 clusters Score -1.804137e+08 nChanged 1869
Entering ConstructFrom: 
Score: -180413696.000000 Penalty: 66618.078125
Entering ConstructFrom: 
Trying to split cluster 1 (3167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Entering Unmasked Estep 
Score: -414577.031250 Penalty: 1999.013916
	Iteration 0F: 2 clusters Score -414577 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 1549 members 
Entering Unmasked Estep 
Score: -411305.750000 Penalty: 3998.027832
	Iteration 0F: 3 clusters Score -411305.8 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -412356.062500 Penalty: 3998.027832
	Iteration 1F: 3 clusters Score -412356.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -412705.406250 Penalty: 3998.027832
	Iteration 2F: 3 clusters Score -412705.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -413023.812500 Penalty: 3998.027832
	Iteration 3F: 3 clusters Score -413023.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -413417.718750 Penalty: 3998.027832
	Iteration 4F: 3 clusters Score -413417.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -414061.687500 Penalty: 3998.027832
	Iteration 5F: 3 clusters Score -414061.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -415058.187500 Penalty: 3998.027832
	Iteration 6F: 3 clusters Score -415058.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -415550.281250 Penalty: 3998.027832
	Iteration 7F: 3 clusters Score -415550.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -415714.312500 Penalty: 3998.027832
	Iteration 8Q: 3 clusters Score -415714.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -415758.406250 Penalty: 3998.027832
	Iteration 9Q: 3 clusters Score -415758.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -415768.656250 Penalty: 3998.027832
	Iteration 10Q: 3 clusters Score -415768.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -415772.468750 Penalty: 3998.027832
	Iteration 11Q: 3 clusters Score -415772.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -415775.500000 Penalty: 3998.027832
	Iteration 12Q: 3 clusters Score -415775.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -415779.062500 Penalty: 3998.027832
	Iteration 13Q: 3 clusters Score -415779.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -415781.187500 Penalty: 3998.027832
	Iteration 14Q: 3 clusters Score -415781.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -415782.312500 Penalty: 3998.027832
	Iteration 15Q: 3 clusters Score -415782.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -415783.343750 Penalty: 3998.027832
	Iteration 16Q: 3 clusters Score -415783.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -415784.062500 Penalty: 3998.027832
	Iteration 17Q: 3 clusters Score -415784.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -415784.062500 Penalty: 3998.027832
	Iteration 18F: 3 clusters Score -415784.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 63776 members 
Mstep: Class 3 contains 187776 members 
Mstep: Class 4 contains 57877 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 104115 members 
Mstep: Class 7 contains 9163 members 
Mstep: Class 8 contains 909 members 
Mstep: Class 9 contains 111280 members 
Mstep: Class 10 contains 171894 members 
Mstep: Class 11 contains 3964 members 
Mstep: Class 12 contains 11367 members 
Mstep: Class 13 contains 168682 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52385 members 
Mstep: Class 17 contains 76401 members 
Mstep: Class 18 contains 174114 members 
Mstep: Class 19 contains 180552 members 
Mstep: Class 20 contains 405 members 
Entering Unmasked Estep 
Score: -180411872.000000 Penalty: 70124.296875
Splitting cluster 1 changes total score from -180413696.000000 to -180411872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (63776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63776 members 
Entering Unmasked Estep 
Score: -8473932.000000 Penalty: 2743.656738
	Iteration 0F: 2 clusters Score -8473932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -8431173.000000 Penalty: 5487.313477
	Iteration 0F: 3 clusters Score -8431173 nChanged 29649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -8447430.000000 Penalty: 5487.313477
	Iteration 1F: 3 clusters Score -8447430 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -8447875.000000 Penalty: 5487.313477
	Iteration 2Q: 3 clusters Score -8447875 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -8448269.000000 Penalty: 5487.313477
	Iteration 3Q: 3 clusters Score -8448269 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -8448652.000000 Penalty: 5487.313477
	Iteration 4Q: 3 clusters Score -8448652 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -8449110.000000 Penalty: 5487.313477
	Iteration 5Q: 3 clusters Score -8449110 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -8449758.000000 Penalty: 5487.313477
	Iteration 6Q: 3 clusters Score -8449758 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -8450562.000000 Penalty: 5487.313477
	Iteration 7Q: 3 clusters Score -8450562 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -8451941.000000 Penalty: 5487.313477
	Iteration 8Q: 3 clusters Score -8451941 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -8454194.000000 Penalty: 5487.313477
	Iteration 9F: 3 clusters Score -8454194 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -8457681.000000 Penalty: 5487.313477
	Iteration 10F: 3 clusters Score -8457681 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
Score: -8462007.000000 Penalty: 5487.313477
	Iteration 11F: 3 clusters Score -8462007 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 58107 members 
Entering Unmasked Estep 
Score: -8466235.000000 Penalty: 5487.313477
	Iteration 12F: 3 clusters Score -8466235 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 61166 members 
Entering Unmasked Estep 
Score: -8469130.000000 Penalty: 5487.313477
	Iteration 13Q: 3 clusters Score -8469130 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 62692 members 
Entering Unmasked Estep 
Score: -8470543.000000 Penalty: 5487.313477
	Iteration 14Q: 3 clusters Score -8470543 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 63241 members 
Entering Unmasked Estep 
Score: -8471079.000000 Penalty: 5487.313477
	Iteration 15Q: 3 clusters Score -8471079 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
Score: -8471286.000000 Penalty: 5487.313477
	Iteration 16Q: 3 clusters Score -8471286 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 63495 members 
Entering Unmasked Estep 
Score: -8471378.000000 Penalty: 5487.313477
	Iteration 17Q: 3 clusters Score -8471378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 63515 members 
Entering Unmasked Estep 
Score: -8471422.000000 Penalty: 5487.313477
	Iteration 18Q: 3 clusters Score -8471422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 63534 members 
Entering Unmasked Estep 
Score: -8471437.000000 Penalty: 5487.313477
	Iteration 19Q: 3 clusters Score -8471437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 63541 members 
Entering Unmasked Estep 
Score: -8471457.000000 Penalty: 5487.313477
	Iteration 20F: 3 clusters Score -8471457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 63544 members 
Entering Unmasked Estep 
Score: -8471461.000000 Penalty: 5487.313477
	Iteration 21Q: 3 clusters Score -8471461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -8471467.000000 Penalty: 5487.313477
	Iteration 22Q: 3 clusters Score -8471467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 63546 members 
Entering Unmasked Estep 
Score: -8471473.000000 Penalty: 5487.313477
	Iteration 23Q: 3 clusters Score -8471473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 63546 members 
Entering Unmasked Estep 
Score: -8471473.000000 Penalty: 5487.313477
	Iteration 24Q: 3 clusters Score -8471473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 63546 members 
Entering Unmasked Estep 
Score: -8471478.000000 Penalty: 5487.313477
	Iteration 25Q: 3 clusters Score -8471478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 63548 members 
Entering Unmasked Estep 
Score: -8471478.000000 Penalty: 5487.313477
	Iteration 26Q: 3 clusters Score -8471478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -8471484.000000 Penalty: 5487.313477
	Iteration 27Q: 3 clusters Score -8471484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -8471487.000000 Penalty: 5487.313477
	Iteration 28Q: 3 clusters Score -8471487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -8471487.000000 Penalty: 5487.313477
	Iteration 29F: 3 clusters Score -8471487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (187776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187776 members 
Entering Unmasked Estep 
Score: -25165108.000000 Penalty: 3011.465332
	Iteration 0F: 2 clusters Score -2.516511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93765 members 
Mstep: Class 2 contains 94011 members 
Entering Unmasked Estep 
Score: -25047526.000000 Penalty: 6022.930664
	Iteration 0F: 3 clusters Score -2.504753e+07 nChanged 90294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90703 members 
Mstep: Class 2 contains 97073 members 
Entering Unmasked Estep 
Score: -25099804.000000 Penalty: 6022.930664
	Iteration 1F: 3 clusters Score -2.50998e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88240 members 
Mstep: Class 2 contains 99536 members 
Entering Unmasked Estep 
Score: -25101106.000000 Penalty: 6022.930664
	Iteration 2Q: 3 clusters Score -2.510111e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84311 members 
Mstep: Class 2 contains 103465 members 
Entering Unmasked Estep 
Score: -25103074.000000 Penalty: 6022.930664
	Iteration 3Q: 3 clusters Score -2.510307e+07 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78110 members 
Mstep: Class 2 contains 109666 members 
Entering Unmasked Estep 
Score: -25107102.000000 Penalty: 6022.930664
	Iteration 4Q: 3 clusters Score -2.51071e+07 nChanged 11746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69098 members 
Mstep: Class 2 contains 118678 members 
Entering Unmasked Estep 
Score: -25113920.000000 Penalty: 6022.930664
	Iteration 5F: 3 clusters Score -2.511392e+07 nChanged 14012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57904 members 
Mstep: Class 2 contains 129872 members 
Entering Unmasked Estep 
Score: -25123842.000000 Penalty: 6022.930664
	Iteration 6F: 3 clusters Score -2.512384e+07 nChanged 14777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 141853 members 
Entering Unmasked Estep 
Score: -25135424.000000 Penalty: 6022.930664
	Iteration 7F: 3 clusters Score -2.513542e+07 nChanged 13142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 152905 members 
Entering Unmasked Estep 
Score: -25145534.000000 Penalty: 6022.930664
	Iteration 8F: 3 clusters Score -2.514553e+07 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 162587 members 
Entering Unmasked Estep 
Score: -25153058.000000 Penalty: 6022.930664
	Iteration 9F: 3 clusters Score -2.515306e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 170636 members 
Entering Unmasked Estep 
Score: -25157658.000000 Penalty: 6022.930664
	Iteration 10Q: 3 clusters Score -2.515766e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 176882 members 
Entering Unmasked Estep 
Score: -25160264.000000 Penalty: 6022.930664
	Iteration 11Q: 3 clusters Score -2.516026e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 181350 members 
Entering Unmasked Estep 
Score: -25161708.000000 Penalty: 6022.930664
	Iteration 12Q: 3 clusters Score -2.516171e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 184204 members 
Entering Unmasked Estep 
Score: -25162472.000000 Penalty: 6022.930664
	Iteration 13Q: 3 clusters Score -2.516247e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 185668 members 
Entering Unmasked Estep 
Score: -25162632.000000 Penalty: 6022.930664
	Iteration 14Q: 3 clusters Score -2.516263e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 186389 members 
Entering Unmasked Estep 
Score: -25162694.000000 Penalty: 6022.930664
	Iteration 15Q: 3 clusters Score -2.516269e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 186744 members 
Entering Unmasked Estep 
Score: -25162704.000000 Penalty: 6022.930664
	Iteration 16Q: 3 clusters Score -2.51627e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 186945 members 
Entering Unmasked Estep 
Score: -25162734.000000 Penalty: 6022.930664
	Iteration 17Q: 3 clusters Score -2.516273e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 187047 members 
Entering Unmasked Estep 
Score: -25162790.000000 Penalty: 6022.930664
	Iteration 18Q: 3 clusters Score -2.516279e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 187120 members 
Entering Unmasked Estep 
Score: -25162814.000000 Penalty: 6022.930664
	Iteration 19Q: 3 clusters Score -2.516281e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 187153 members 
Entering Unmasked Estep 
Score: -25162802.000000 Penalty: 6022.930664
	Iteration 20F: 3 clusters Score -2.51628e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 187176 members 
Entering Unmasked Estep 
Score: -25162816.000000 Penalty: 6022.930664
	Iteration 21Q: 3 clusters Score -2.516282e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 187197 members 
Entering Unmasked Estep 
Score: -25162816.000000 Penalty: 6022.930664
	Iteration 22Q: 3 clusters Score -2.516282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 187216 members 
Entering Unmasked Estep 
Score: -25162782.000000 Penalty: 6022.930664
	Iteration 23Q: 3 clusters Score -2.516278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 187222 members 
Entering Unmasked Estep 
Score: -25162794.000000 Penalty: 6022.930664
	Iteration 24Q: 3 clusters Score -2.516279e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 187235 members 
Entering Unmasked Estep 
Score: -25162800.000000 Penalty: 6022.930664
	Iteration 25Q: 3 clusters Score -2.51628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 187238 members 
Entering Unmasked Estep 
Score: -25162822.000000 Penalty: 6022.930664
	Iteration 26Q: 3 clusters Score -2.516282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 187239 members 
Entering Unmasked Estep 
Score: -25162822.000000 Penalty: 6022.930664
	Iteration 27Q: 3 clusters Score -2.516282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 187242 members 
Entering Unmasked Estep 
Score: -25162818.000000 Penalty: 6022.930664
	Iteration 28Q: 3 clusters Score -2.516282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 187243 members 
Entering Unmasked Estep 
Score: -25162830.000000 Penalty: 6022.930664
	Iteration 29Q: 3 clusters Score -2.516283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 187249 members 
Entering Unmasked Estep 
Score: -25162850.000000 Penalty: 6022.930664
	Iteration 30Q: 3 clusters Score -2.516285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 187255 members 
Entering Unmasked Estep 
Score: -25162856.000000 Penalty: 6022.930664
	Iteration 31Q: 3 clusters Score -2.516286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 187258 members 
Entering Unmasked Estep 
Score: -25162858.000000 Penalty: 6022.930664
	Iteration 32Q: 3 clusters Score -2.516286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 187262 members 
Entering Unmasked Estep 
Score: -25162864.000000 Penalty: 6022.930664
	Iteration 33Q: 3 clusters Score -2.516286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 187266 members 
Entering Unmasked Estep 
Score: -25162842.000000 Penalty: 6022.930664
	Iteration 34Q: 3 clusters Score -2.516284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 187268 members 
Entering Unmasked Estep 
Score: -25162856.000000 Penalty: 6022.930664
	Iteration 35Q: 3 clusters Score -2.516286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 187270 members 
Entering Unmasked Estep 
Score: -25162846.000000 Penalty: 6022.930664
	Iteration 36Q: 3 clusters Score -2.516285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 187270 members 
Entering Unmasked Estep 
Score: -25162846.000000 Penalty: 6022.930664
	Iteration 37F: 3 clusters Score -2.516285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Entering Unmasked Estep 
Score: -7727920.500000 Penalty: 2719.586670
	Iteration 0F: 2 clusters Score -7727920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -7689165.000000 Penalty: 5439.173340
	Iteration 0F: 3 clusters Score -7689165 nChanged 26731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -7703973.500000 Penalty: 5439.173340
	Iteration 1F: 3 clusters Score -7703974 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -7704829.500000 Penalty: 5439.173340
	Iteration 2Q: 3 clusters Score -7704830 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -7706061.000000 Penalty: 5439.173340
	Iteration 3Q: 3 clusters Score -7706061 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -7707833.500000 Penalty: 5439.173340
	Iteration 4F: 3 clusters Score -7707834 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -7710001.000000 Penalty: 5439.173340
	Iteration 5F: 3 clusters Score -7710001 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -7712569.500000 Penalty: 5439.173340
	Iteration 6F: 3 clusters Score -7712570 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -7715415.000000 Penalty: 5439.173340
	Iteration 7F: 3 clusters Score -7715415 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -7718246.500000 Penalty: 5439.173340
	Iteration 8F: 3 clusters Score -7718246 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -7720586.500000 Penalty: 5439.173340
	Iteration 9F: 3 clusters Score -7720586 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -7721824.500000 Penalty: 5439.173340
	Iteration 10Q: 3 clusters Score -7721824 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -7722342.500000 Penalty: 5439.173340
	Iteration 11Q: 3 clusters Score -7722342 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -7722662.000000 Penalty: 5439.173340
	Iteration 12Q: 3 clusters Score -7722662 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -7722923.000000 Penalty: 5439.173340
	Iteration 13Q: 3 clusters Score -7722923 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -7723075.000000 Penalty: 5439.173340
	Iteration 14Q: 3 clusters Score -7723075 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -7723257.500000 Penalty: 5439.173340
	Iteration 15Q: 3 clusters Score -7723258 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -7723392.500000 Penalty: 5439.173340
	Iteration 16Q: 3 clusters Score -7723392 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -7723507.000000 Penalty: 5439.173340
	Iteration 17Q: 3 clusters Score -7723507 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -7723660.500000 Penalty: 5439.173340
	Iteration 18Q: 3 clusters Score -7723660 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -7723826.000000 Penalty: 5439.173340
	Iteration 19Q: 3 clusters Score -7723826 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -7723988.000000 Penalty: 5439.173340
	Iteration 20F: 3 clusters Score -7723988 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -7724101.000000 Penalty: 5439.173340
	Iteration 21Q: 3 clusters Score -7724101 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -7724250.000000 Penalty: 5439.173340
	Iteration 22Q: 3 clusters Score -7724250 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -7724415.500000 Penalty: 5439.173340
	Iteration 23Q: 3 clusters Score -7724416 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -7724577.500000 Penalty: 5439.173340
	Iteration 24Q: 3 clusters Score -7724578 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -7724726.500000 Penalty: 5439.173340
	Iteration 25Q: 3 clusters Score -7724726 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -7724884.500000 Penalty: 5439.173340
	Iteration 26Q: 3 clusters Score -7724884 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -7725035.000000 Penalty: 5439.173340
	Iteration 27Q: 3 clusters Score -7725035 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -7725151.500000 Penalty: 5439.173340
	Iteration 28Q: 3 clusters Score -7725152 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -7725231.500000 Penalty: 5439.173340
	Iteration 29Q: 3 clusters Score -7725232 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -7725328.000000 Penalty: 5439.173340
	Iteration 30Q: 3 clusters Score -7725328 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 51038 members 
Entering Unmasked Estep 
Score: -7725382.500000 Penalty: 5439.173340
	Iteration 31Q: 3 clusters Score -7725382 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -7725451.500000 Penalty: 5439.173340
	Iteration 32Q: 3 clusters Score -7725452 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 51626 members 
Entering Unmasked Estep 
Score: -7725503.500000 Penalty: 5439.173340
	Iteration 33Q: 3 clusters Score -7725504 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 51896 members 
Entering Unmasked Estep 
Score: -7725573.500000 Penalty: 5439.173340
	Iteration 34Q: 3 clusters Score -7725574 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -7725635.000000 Penalty: 5439.173340
	Iteration 35Q: 3 clusters Score -7725635 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -7725677.000000 Penalty: 5439.173340
	Iteration 36Q: 3 clusters Score -7725677 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -7725710.500000 Penalty: 5439.173340
	Iteration 37Q: 3 clusters Score -7725710 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 52802 members 
Entering Unmasked Estep 
Score: -7725734.000000 Penalty: 5439.173340
	Iteration 38Q: 3 clusters Score -7725734 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 52971 members 
Entering Unmasked Estep 
Score: -7725783.500000 Penalty: 5439.173340
	Iteration 39Q: 3 clusters Score -7725784 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -7725828.000000 Penalty: 5439.173340
	Iteration 40F: 3 clusters Score -7725828 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -7725872.500000 Penalty: 5439.173340
	Iteration 41Q: 3 clusters Score -7725872 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -7725898.500000 Penalty: 5439.173340
	Iteration 42Q: 3 clusters Score -7725898 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -7725933.000000 Penalty: 5439.173340
	Iteration 43Q: 3 clusters Score -7725933 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
Score: -7725986.000000 Penalty: 5439.173340
	Iteration 44Q: 3 clusters Score -7725986 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -7726003.000000 Penalty: 5439.173340
	Iteration 45Q: 3 clusters Score -7726003 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -7726032.500000 Penalty: 5439.173340
	Iteration 46Q: 3 clusters Score -7726032 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -7726057.000000 Penalty: 5439.173340
	Iteration 47Q: 3 clusters Score -7726057 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 54225 members 
Entering Unmasked Estep 
Score: -7726076.500000 Penalty: 5439.173340
	Iteration 48Q: 3 clusters Score -7726076 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 54314 members 
Entering Unmasked Estep 
Score: -7726084.000000 Penalty: 5439.173340
	Iteration 49Q: 3 clusters Score -7726084 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 54394 members 
Entering Unmasked Estep 
Score: -7726099.500000 Penalty: 5439.173340
	Iteration 50Q: 3 clusters Score -7726100 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 54449 members 
Entering Unmasked Estep 
Score: -7726122.500000 Penalty: 5439.173340
	Iteration 51Q: 3 clusters Score -7726122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -7726110.000000 Penalty: 5439.173340
	Iteration 52Q: 3 clusters Score -7726110 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -7726120.000000 Penalty: 5439.173340
	Iteration 53Q: 3 clusters Score -7726120 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -7726149.000000 Penalty: 5439.173340
	Iteration 54Q: 3 clusters Score -7726149 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -7726168.000000 Penalty: 5439.173340
	Iteration 55Q: 3 clusters Score -7726168 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 54711 members 
Entering Unmasked Estep 
Score: -7726168.000000 Penalty: 5439.173340
	Iteration 56Q: 3 clusters Score -7726168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 54752 members 
Entering Unmasked Estep 
Score: -7726179.000000 Penalty: 5439.173340
	Iteration 57Q: 3 clusters Score -7726179 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 54779 members 
Entering Unmasked Estep 
Score: -7726177.500000 Penalty: 5439.173340
	Iteration 58Q: 3 clusters Score -7726178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -7726184.000000 Penalty: 5439.173340
	Iteration 59Q: 3 clusters Score -7726184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -7726178.500000 Penalty: 5439.173340
	Iteration 60F: 3 clusters Score -7726178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -7726181.500000 Penalty: 5439.173340
	Iteration 61Q: 3 clusters Score -7726182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -7726192.500000 Penalty: 5439.173340
	Iteration 62Q: 3 clusters Score -7726192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 54928 members 
Entering Unmasked Estep 
Score: -7726185.000000 Penalty: 5439.173340
	Iteration 63Q: 3 clusters Score -7726185 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 54958 members 
Entering Unmasked Estep 
Score: -7726196.500000 Penalty: 5439.173340
	Iteration 64Q: 3 clusters Score -7726196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 54986 members 
Entering Unmasked Estep 
Score: -7726197.500000 Penalty: 5439.173340
	Iteration 65Q: 3 clusters Score -7726198 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 55018 members 
Entering Unmasked Estep 
Score: -7726213.500000 Penalty: 5439.173340
	Iteration 66Q: 3 clusters Score -7726214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -7726218.000000 Penalty: 5439.173340
	Iteration 67Q: 3 clusters Score -7726218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 55088 members 
Entering Unmasked Estep 
Score: -7726222.500000 Penalty: 5439.173340
	Iteration 68Q: 3 clusters Score -7726222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 55118 members 
Entering Unmasked Estep 
Score: -7726216.500000 Penalty: 5439.173340
	Iteration 69Q: 3 clusters Score -7726216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -7726225.000000 Penalty: 5439.173340
	Iteration 70Q: 3 clusters Score -7726225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 55164 members 
Entering Unmasked Estep 
Score: -7726220.000000 Penalty: 5439.173340
	Iteration 71Q: 3 clusters Score -7726220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 55179 members 
Entering Unmasked Estep 
Score: -7726216.000000 Penalty: 5439.173340
	Iteration 72Q: 3 clusters Score -7726216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 55196 members 
Entering Unmasked Estep 
Score: -7726221.000000 Penalty: 5439.173340
	Iteration 73Q: 3 clusters Score -7726221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 55205 members 
Entering Unmasked Estep 
Score: -7726223.000000 Penalty: 5439.173340
	Iteration 74Q: 3 clusters Score -7726223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 55211 members 
Entering Unmasked Estep 
Score: -7726227.000000 Penalty: 5439.173340
	Iteration 75Q: 3 clusters Score -7726227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 55216 members 
Entering Unmasked Estep 
Score: -7726231.000000 Penalty: 5439.173340
	Iteration 76Q: 3 clusters Score -7726231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 55220 members 
Entering Unmasked Estep 
Score: -7726225.500000 Penalty: 5439.173340
	Iteration 77Q: 3 clusters Score -7726226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 55225 members 
Entering Unmasked Estep 
Score: -7726220.500000 Penalty: 5439.173340
	Iteration 78Q: 3 clusters Score -7726220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 55229 members 
Entering Unmasked Estep 
Score: -7726223.500000 Penalty: 5439.173340
	Iteration 79Q: 3 clusters Score -7726224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
Score: -7726224.500000 Penalty: 5439.173340
	Iteration 80F: 3 clusters Score -7726224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -7726225.500000 Penalty: 5439.173340
	Iteration 81Q: 3 clusters Score -7726226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 55235 members 
Entering Unmasked Estep 
Score: -7726222.500000 Penalty: 5439.173340
	Iteration 82Q: 3 clusters Score -7726222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 55237 members 
Entering Unmasked Estep 
Score: -7726221.000000 Penalty: 5439.173340
	Iteration 83Q: 3 clusters Score -7726221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -7726223.000000 Penalty: 5439.173340
	Iteration 84Q: 3 clusters Score -7726223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -7726230.500000 Penalty: 5439.173340
	Iteration 85Q: 3 clusters Score -7726230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -7726224.000000 Penalty: 5439.173340
	Iteration 86Q: 3 clusters Score -7726224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -7726224.000000 Penalty: 5439.173340
	Iteration 87F: 3 clusters Score -7726224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -91263.093750 Penalty: 1626.784546
	Iteration 0F: 2 clusters Score -91263.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -89560.914062 Penalty: 3253.569092
	Iteration 0F: 3 clusters Score -89560.91 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -89734.648438 Penalty: 3253.569092
	Iteration 1F: 3 clusters Score -89734.65 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -89790.414062 Penalty: 3253.569092
	Iteration 2Q: 3 clusters Score -89790.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -89823.031250 Penalty: 3253.569092
	Iteration 3Q: 3 clusters Score -89823.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -89838.195312 Penalty: 3253.569092
	Iteration 4Q: 3 clusters Score -89838.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -89842.960938 Penalty: 3253.569092
	Iteration 5Q: 3 clusters Score -89842.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -89847.007812 Penalty: 3253.569092
	Iteration 6Q: 3 clusters Score -89847.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -89853.203125 Penalty: 3253.569092
	Iteration 7Q: 3 clusters Score -89853.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -89856.968750 Penalty: 3253.569092
	Iteration 8Q: 3 clusters Score -89856.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -89857.921875 Penalty: 3253.569092
	Iteration 9Q: 3 clusters Score -89857.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -89857.921875 Penalty: 3253.569092
	Iteration 10F: 3 clusters Score -89857.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (104115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104115 members 
Entering Unmasked Estep 
Score: -13481487.000000 Penalty: 2865.206299
	Iteration 0F: 2 clusters Score -1.348149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 52075 members 
Entering Unmasked Estep 
Score: -13411702.000000 Penalty: 5730.412598
	Iteration 0F: 3 clusters Score -1.34117e+07 nChanged 49629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53385 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -13440640.000000 Penalty: 5730.412598
	Iteration 1F: 3 clusters Score -1.344064e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -13442243.000000 Penalty: 5730.412598
	Iteration 2Q: 3 clusters Score -1.344224e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -13444712.000000 Penalty: 5730.412598
	Iteration 3F: 3 clusters Score -1.344471e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -13448510.000000 Penalty: 5730.412598
	Iteration 4F: 3 clusters Score -1.344851e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62218 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -13453298.000000 Penalty: 5730.412598
	Iteration 5F: 3 clusters Score -1.34533e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65230 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -13457759.000000 Penalty: 5730.412598
	Iteration 6F: 3 clusters Score -1.345776e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68078 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -13461082.000000 Penalty: 5730.412598
	Iteration 7F: 3 clusters Score -1.346108e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70622 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -13463287.000000 Penalty: 5730.412598
	Iteration 8Q: 3 clusters Score -1.346329e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73074 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -13464588.000000 Penalty: 5730.412598
	Iteration 9Q: 3 clusters Score -1.346459e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75642 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -13465670.000000 Penalty: 5730.412598
	Iteration 10Q: 3 clusters Score -1.346567e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78436 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -13466656.000000 Penalty: 5730.412598
	Iteration 11Q: 3 clusters Score -1.346666e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81472 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -13467819.000000 Penalty: 5730.412598
	Iteration 12Q: 3 clusters Score -1.346782e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84688 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -13469197.000000 Penalty: 5730.412598
	Iteration 13Q: 3 clusters Score -1.34692e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88089 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -13470898.000000 Penalty: 5730.412598
	Iteration 14Q: 3 clusters Score -1.34709e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91581 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -13472737.000000 Penalty: 5730.412598
	Iteration 15Q: 3 clusters Score -1.347274e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94752 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -13474650.000000 Penalty: 5730.412598
	Iteration 16Q: 3 clusters Score -1.347465e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97438 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -13476238.000000 Penalty: 5730.412598
	Iteration 17Q: 3 clusters Score -1.347624e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99433 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -13477437.000000 Penalty: 5730.412598
	Iteration 18Q: 3 clusters Score -1.347744e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100797 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -13478268.000000 Penalty: 5730.412598
	Iteration 19Q: 3 clusters Score -1.347827e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101709 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -13478800.000000 Penalty: 5730.412598
	Iteration 20F: 3 clusters Score -1.34788e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102297 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -13479070.000000 Penalty: 5730.412598
	Iteration 21Q: 3 clusters Score -1.347907e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102655 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -13479242.000000 Penalty: 5730.412598
	Iteration 22Q: 3 clusters Score -1.347924e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102848 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -13479341.000000 Penalty: 5730.412598
	Iteration 23Q: 3 clusters Score -1.347934e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102955 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -13479371.000000 Penalty: 5730.412598
	Iteration 24Q: 3 clusters Score -1.347937e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103028 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -13479405.000000 Penalty: 5730.412598
	Iteration 25Q: 3 clusters Score -1.34794e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103070 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -13479429.000000 Penalty: 5730.412598
	Iteration 26Q: 3 clusters Score -1.347943e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103096 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -13479432.000000 Penalty: 5730.412598
	Iteration 27Q: 3 clusters Score -1.347943e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103115 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -13479442.000000 Penalty: 5730.412598
	Iteration 28Q: 3 clusters Score -1.347944e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103129 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -13479464.000000 Penalty: 5730.412598
	Iteration 29Q: 3 clusters Score -1.347946e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103146 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -13479452.000000 Penalty: 5730.412598
	Iteration 30Q: 3 clusters Score -1.347945e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103158 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -13479457.000000 Penalty: 5730.412598
	Iteration 31Q: 3 clusters Score -1.347946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103168 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -13479461.000000 Penalty: 5730.412598
	Iteration 32Q: 3 clusters Score -1.347946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103177 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -13479471.000000 Penalty: 5730.412598
	Iteration 33Q: 3 clusters Score -1.347947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103183 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -13479457.000000 Penalty: 5730.412598
	Iteration 34Q: 3 clusters Score -1.347946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103188 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -13479459.000000 Penalty: 5730.412598
	Iteration 35Q: 3 clusters Score -1.347946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103189 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -13479470.000000 Penalty: 5730.412598
	Iteration 36Q: 3 clusters Score -1.347947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103192 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -13479462.000000 Penalty: 5730.412598
	Iteration 37Q: 3 clusters Score -1.347946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103194 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -13479456.000000 Penalty: 5730.412598
	Iteration 38Q: 3 clusters Score -1.347946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103199 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -13479461.000000 Penalty: 5730.412598
	Iteration 39Q: 3 clusters Score -1.347946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103204 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -13479473.000000 Penalty: 5730.412598
	Iteration 40F: 3 clusters Score -1.347947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103208 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -13479474.000000 Penalty: 5730.412598
	Iteration 41Q: 3 clusters Score -1.347947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103212 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -13479466.000000 Penalty: 5730.412598
	Iteration 42Q: 3 clusters Score -1.347947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103214 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -13479469.000000 Penalty: 5730.412598
	Iteration 43Q: 3 clusters Score -1.347947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103217 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -13479483.000000 Penalty: 5730.412598
	Iteration 44Q: 3 clusters Score -1.347948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103218 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -13479481.000000 Penalty: 5730.412598
	Iteration 45Q: 3 clusters Score -1.347948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103222 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -13479481.000000 Penalty: 5730.412598
	Iteration 46Q: 3 clusters Score -1.347948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103227 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -13479485.000000 Penalty: 5730.412598
	Iteration 47Q: 3 clusters Score -1.347948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103227 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -13479485.000000 Penalty: 5730.412598
	Iteration 48Q: 3 clusters Score -1.347948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103228 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -13479488.000000 Penalty: 5730.412598
	Iteration 49Q: 3 clusters Score -1.347949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103228 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -13479488.000000 Penalty: 5730.412598
	Iteration 50F: 3 clusters Score -1.347949e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Entering Unmasked Estep 
Score: -1165327.750000 Penalty: 2262.486328
	Iteration 0F: 2 clusters Score -1165328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1158320.625000 Penalty: 4524.972656
	Iteration 0F: 3 clusters Score -1158321 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1160326.875000 Penalty: 4524.972656
	Iteration 1F: 3 clusters Score -1160327 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1160674.000000 Penalty: 4524.972656
	Iteration 2F: 3 clusters Score -1160674 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1161031.250000 Penalty: 4524.972656
	Iteration 3F: 3 clusters Score -1161031 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1161536.750000 Penalty: 4524.972656
	Iteration 4F: 3 clusters Score -1161537 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1162134.000000 Penalty: 4524.972656
	Iteration 5F: 3 clusters Score -1162134 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1162647.125000 Penalty: 4524.972656
	Iteration 6F: 3 clusters Score -1162647 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1163034.125000 Penalty: 4524.972656
	Iteration 7F: 3 clusters Score -1163034 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1163276.875000 Penalty: 4524.972656
	Iteration 8Q: 3 clusters Score -1163277 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1163424.625000 Penalty: 4524.972656
	Iteration 9Q: 3 clusters Score -1163425 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1163502.500000 Penalty: 4524.972656
	Iteration 10Q: 3 clusters Score -1163502 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1163563.875000 Penalty: 4524.972656
	Iteration 11Q: 3 clusters Score -1163564 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1163606.250000 Penalty: 4524.972656
	Iteration 12Q: 3 clusters Score -1163606 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1163641.250000 Penalty: 4524.972656
	Iteration 13Q: 3 clusters Score -1163641 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1163670.000000 Penalty: 4524.972656
	Iteration 14Q: 3 clusters Score -1163670 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1163684.125000 Penalty: 4524.972656
	Iteration 15Q: 3 clusters Score -1163684 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1163692.750000 Penalty: 4524.972656
	Iteration 16Q: 3 clusters Score -1163693 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1163705.500000 Penalty: 4524.972656
	Iteration 17Q: 3 clusters Score -1163706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1163714.875000 Penalty: 4524.972656
	Iteration 18Q: 3 clusters Score -1163715 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1163725.500000 Penalty: 4524.972656
	Iteration 19Q: 3 clusters Score -1163726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1163730.625000 Penalty: 4524.972656
	Iteration 20F: 3 clusters Score -1163731 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1163734.125000 Penalty: 4524.972656
	Iteration 21Q: 3 clusters Score -1163734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1163738.375000 Penalty: 4524.972656
	Iteration 22Q: 3 clusters Score -1163738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1163741.625000 Penalty: 4524.972656
	Iteration 23Q: 3 clusters Score -1163742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1163748.500000 Penalty: 4524.972656
	Iteration 24Q: 3 clusters Score -1163748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1163752.000000 Penalty: 4524.972656
	Iteration 25Q: 3 clusters Score -1163752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1163758.875000 Penalty: 4524.972656
	Iteration 26Q: 3 clusters Score -1163759 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1163761.625000 Penalty: 4524.972656
	Iteration 27Q: 3 clusters Score -1163762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1163770.000000 Penalty: 4524.972656
	Iteration 28Q: 3 clusters Score -1163770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1163779.000000 Penalty: 4524.972656
	Iteration 29Q: 3 clusters Score -1163779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1163784.625000 Penalty: 4524.972656
	Iteration 30Q: 3 clusters Score -1163785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1163787.875000 Penalty: 4524.972656
	Iteration 31Q: 3 clusters Score -1163788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1163793.375000 Penalty: 4524.972656
	Iteration 32Q: 3 clusters Score -1163793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1163797.250000 Penalty: 4524.972656
	Iteration 33Q: 3 clusters Score -1163797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1163803.750000 Penalty: 4524.972656
	Iteration 34Q: 3 clusters Score -1163804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1163807.500000 Penalty: 4524.972656
	Iteration 35Q: 3 clusters Score -1163808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1163813.375000 Penalty: 4524.972656
	Iteration 36Q: 3 clusters Score -1163813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1163819.500000 Penalty: 4524.972656
	Iteration 37Q: 3 clusters Score -1163820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1163826.000000 Penalty: 4524.972656
	Iteration 38Q: 3 clusters Score -1163826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1163827.750000 Penalty: 4524.972656
	Iteration 39Q: 3 clusters Score -1163828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1163837.375000 Penalty: 4524.972656
	Iteration 40F: 3 clusters Score -1163837 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1163844.500000 Penalty: 4524.972656
	Iteration 41Q: 3 clusters Score -1163844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1163847.875000 Penalty: 4524.972656
	Iteration 42Q: 3 clusters Score -1163848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1163852.875000 Penalty: 4524.972656
	Iteration 43Q: 3 clusters Score -1163853 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1163863.750000 Penalty: 4524.972656
	Iteration 44Q: 3 clusters Score -1163864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1163875.125000 Penalty: 4524.972656
	Iteration 45Q: 3 clusters Score -1163875 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1163883.875000 Penalty: 4524.972656
	Iteration 46Q: 3 clusters Score -1163884 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1163891.375000 Penalty: 4524.972656
	Iteration 47Q: 3 clusters Score -1163891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1163895.750000 Penalty: 4524.972656
	Iteration 48Q: 3 clusters Score -1163896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1163904.375000 Penalty: 4524.972656
	Iteration 49Q: 3 clusters Score -1163904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1163910.125000 Penalty: 4524.972656
	Iteration 50Q: 3 clusters Score -1163910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1163921.000000 Penalty: 4524.972656
	Iteration 51Q: 3 clusters Score -1163921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1163931.125000 Penalty: 4524.972656
	Iteration 52Q: 3 clusters Score -1163931 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1163945.375000 Penalty: 4524.972656
	Iteration 53Q: 3 clusters Score -1163945 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1163959.875000 Penalty: 4524.972656
	Iteration 54Q: 3 clusters Score -1163960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1163967.250000 Penalty: 4524.972656
	Iteration 55Q: 3 clusters Score -1163967 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1163974.875000 Penalty: 4524.972656
	Iteration 56Q: 3 clusters Score -1163975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1163980.125000 Penalty: 4524.972656
	Iteration 57Q: 3 clusters Score -1163980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1163983.500000 Penalty: 4524.972656
	Iteration 58Q: 3 clusters Score -1163984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1163991.125000 Penalty: 4524.972656
	Iteration 59Q: 3 clusters Score -1163991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1163994.250000 Penalty: 4524.972656
	Iteration 60F: 3 clusters Score -1163994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1163998.125000 Penalty: 4524.972656
	Iteration 61Q: 3 clusters Score -1163998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1164004.875000 Penalty: 4524.972656
	Iteration 62Q: 3 clusters Score -1164005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1164009.625000 Penalty: 4524.972656
	Iteration 63Q: 3 clusters Score -1164010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1164012.125000 Penalty: 4524.972656
	Iteration 64Q: 3 clusters Score -1164012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1164014.250000 Penalty: 4524.972656
	Iteration 65Q: 3 clusters Score -1164014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1164018.625000 Penalty: 4524.972656
	Iteration 66Q: 3 clusters Score -1164019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1164026.750000 Penalty: 4524.972656
	Iteration 67Q: 3 clusters Score -1164027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1164034.125000 Penalty: 4524.972656
	Iteration 68Q: 3 clusters Score -1164034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1164039.125000 Penalty: 4524.972656
	Iteration 69Q: 3 clusters Score -1164039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1164043.875000 Penalty: 4524.972656
	Iteration 70Q: 3 clusters Score -1164044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1164050.000000 Penalty: 4524.972656
	Iteration 71Q: 3 clusters Score -1164050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1164056.500000 Penalty: 4524.972656
	Iteration 72Q: 3 clusters Score -1164056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1164060.000000 Penalty: 4524.972656
	Iteration 73Q: 3 clusters Score -1164060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1164064.500000 Penalty: 4524.972656
	Iteration 74Q: 3 clusters Score -1164064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1164073.375000 Penalty: 4524.972656
	Iteration 75Q: 3 clusters Score -1164073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1164078.625000 Penalty: 4524.972656
	Iteration 76Q: 3 clusters Score -1164079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1164085.625000 Penalty: 4524.972656
	Iteration 77Q: 3 clusters Score -1164086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1164090.250000 Penalty: 4524.972656
	Iteration 78Q: 3 clusters Score -1164090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1164097.750000 Penalty: 4524.972656
	Iteration 79Q: 3 clusters Score -1164098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1164102.000000 Penalty: 4524.972656
	Iteration 80F: 3 clusters Score -1164102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1164105.500000 Penalty: 4524.972656
	Iteration 81Q: 3 clusters Score -1164106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1164109.000000 Penalty: 4524.972656
	Iteration 82Q: 3 clusters Score -1164109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1164112.500000 Penalty: 4524.972656
	Iteration 83Q: 3 clusters Score -1164112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1164113.125000 Penalty: 4524.972656
	Iteration 84Q: 3 clusters Score -1164113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1164116.625000 Penalty: 4524.972656
	Iteration 85Q: 3 clusters Score -1164117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1164118.750000 Penalty: 4524.972656
	Iteration 86Q: 3 clusters Score -1164119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1164123.875000 Penalty: 4524.972656
	Iteration 87Q: 3 clusters Score -1164124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1164124.000000 Penalty: 4524.972656
	Iteration 88Q: 3 clusters Score -1164124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1164127.875000 Penalty: 4524.972656
	Iteration 89Q: 3 clusters Score -1164128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1164128.125000 Penalty: 4524.972656
	Iteration 90Q: 3 clusters Score -1164128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1164129.875000 Penalty: 4524.972656
	Iteration 91Q: 3 clusters Score -1164130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1164131.000000 Penalty: 4524.972656
	Iteration 92Q: 3 clusters Score -1164131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1164132.125000 Penalty: 4524.972656
	Iteration 93Q: 3 clusters Score -1164132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1164134.500000 Penalty: 4524.972656
	Iteration 94Q: 3 clusters Score -1164134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1164136.125000 Penalty: 4524.972656
	Iteration 95Q: 3 clusters Score -1164136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1164136.750000 Penalty: 4524.972656
	Iteration 96Q: 3 clusters Score -1164137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1164136.375000 Penalty: 4524.972656
	Iteration 97Q: 3 clusters Score -1164136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1164139.375000 Penalty: 4524.972656
	Iteration 98Q: 3 clusters Score -1164139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1164137.625000 Penalty: 4524.972656
	Iteration 99Q: 3 clusters Score -1164138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1164137.625000 Penalty: 4524.972656
	Iteration 100F: 3 clusters Score -1164138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -96549.976562 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -96549.98 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 459 members 
Entering Unmasked Estep 
Score: -94969.429688 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -94969.43 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -95972.929688 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -95972.93 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -96896.421875 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -96896.42 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -97959.281250 Penalty: 3378.923096
	Iteration 3F: 3 clusters Score -97959.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -98216.281250 Penalty: 3378.923096
	Iteration 4Q: 3 clusters Score -98216.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -98410.234375 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -98410.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -98777.187500 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -98777.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -99352.492188 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -99352.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -99496.289062 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -99496.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -99520.718750 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -99520.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -99528.234375 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -99528.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -99555.070312 Penalty: 3378.923096
	Iteration 11F: 3 clusters Score -99555.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -99639.687500 Penalty: 3378.923096
	Iteration 12Q: 3 clusters Score -99639.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -99659.117188 Penalty: 3378.923096
	Iteration 13Q: 3 clusters Score -99659.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -99683.164062 Penalty: 3378.923096
	Iteration 14Q: 3 clusters Score -99683.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -99692.351562 Penalty: 3378.923096
	Iteration 15Q: 3 clusters Score -99692.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -99697.101562 Penalty: 3378.923096
	Iteration 16F: 3 clusters Score -99697.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -99702.726562 Penalty: 3378.923096
	Iteration 17Q: 3 clusters Score -99702.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -99702.726562 Penalty: 3378.923096
	Iteration 18F: 3 clusters Score -99702.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 63776 members 
Mstep: Class 3 contains 187776 members 
Mstep: Class 4 contains 57877 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 104115 members 
Mstep: Class 7 contains 9163 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 111280 members 
Mstep: Class 10 contains 171894 members 
Mstep: Class 11 contains 3964 members 
Mstep: Class 12 contains 11367 members 
Mstep: Class 13 contains 168682 members 
Mstep: Class 14 contains 1544 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52385 members 
Mstep: Class 17 contains 76401 members 
Mstep: Class 18 contains 174114 members 
Mstep: Class 19 contains 180552 members 
Mstep: Class 20 contains 603 members 
Entering Unmasked Estep 
Score: -180414576.000000 Penalty: 70124.296875
Splitting cluster 8 changes total score from -180413696.000000 to -180414576.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 9 (111280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111280 members 
Entering Unmasked Estep 
Score: -14956236.000000 Penalty: 2881.711426
	Iteration 0F: 2 clusters Score -1.495624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 55932 members 
Entering Unmasked Estep 
Score: -14881818.000000 Penalty: 5763.422852
	Iteration 0F: 3 clusters Score -1.488182e+07 nChanged 52940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51446 members 
Mstep: Class 2 contains 59834 members 
Entering Unmasked Estep 
Score: -14912515.000000 Penalty: 5763.422852
	Iteration 1F: 3 clusters Score -1.491252e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 62368 members 
Entering Unmasked Estep 
Score: -14913679.000000 Penalty: 5763.422852
	Iteration 2Q: 3 clusters Score -1.491368e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 66218 members 
Entering Unmasked Estep 
Score: -14915354.000000 Penalty: 5763.422852
	Iteration 3Q: 3 clusters Score -1.491535e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 71878 members 
Entering Unmasked Estep 
Score: -14918693.000000 Penalty: 5763.422852
	Iteration 4F: 3 clusters Score -1.491869e+07 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 79843 members 
Entering Unmasked Estep 
Score: -14924394.000000 Penalty: 5763.422852
	Iteration 5F: 3 clusters Score -1.492439e+07 nChanged 9935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 89728 members 
Entering Unmasked Estep 
Score: -14933098.000000 Penalty: 5763.422852
	Iteration 6F: 3 clusters Score -1.49331e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 99579 members 
Entering Unmasked Estep 
Score: -14943213.000000 Penalty: 5763.422852
	Iteration 7F: 3 clusters Score -1.494321e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 106511 members 
Entering Unmasked Estep 
Score: -14950240.000000 Penalty: 5763.422852
	Iteration 8F: 3 clusters Score -1.495024e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 109532 members 
Entering Unmasked Estep 
Score: -14953227.000000 Penalty: 5763.422852
	Iteration 9Q: 3 clusters Score -1.495323e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 110542 members 
Entering Unmasked Estep 
Score: -14954291.000000 Penalty: 5763.422852
	Iteration 10Q: 3 clusters Score -1.495429e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 110776 members 
Entering Unmasked Estep 
Score: -14954581.000000 Penalty: 5763.422852
	Iteration 11Q: 3 clusters Score -1.495458e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 110858 members 
Entering Unmasked Estep 
Score: -14954709.000000 Penalty: 5763.422852
	Iteration 12Q: 3 clusters Score -1.495471e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 110906 members 
Entering Unmasked Estep 
Score: -14954795.000000 Penalty: 5763.422852
	Iteration 13Q: 3 clusters Score -1.49548e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 110931 members 
Entering Unmasked Estep 
Score: -14954860.000000 Penalty: 5763.422852
	Iteration 14Q: 3 clusters Score -1.495486e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 110940 members 
Entering Unmasked Estep 
Score: -14954875.000000 Penalty: 5763.422852
	Iteration 15Q: 3 clusters Score -1.495488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 110946 members 
Entering Unmasked Estep 
Score: -14954903.000000 Penalty: 5763.422852
	Iteration 16Q: 3 clusters Score -1.49549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 110948 members 
Entering Unmasked Estep 
Score: -14954927.000000 Penalty: 5763.422852
	Iteration 17Q: 3 clusters Score -1.495493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 110945 members 
Entering Unmasked Estep 
Score: -14954922.000000 Penalty: 5763.422852
	Iteration 18Q: 3 clusters Score -1.495492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 110945 members 
Entering Unmasked Estep 
Score: -14954925.000000 Penalty: 5763.422852
	Iteration 19F: 3 clusters Score -1.495492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 110942 members 
Entering Unmasked Estep 
Score: -14954942.000000 Penalty: 5763.422852
	Iteration 20F: 3 clusters Score -1.495494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 110942 members 
Entering Unmasked Estep 
Score: -14954945.000000 Penalty: 5763.422852
	Iteration 21Q: 3 clusters Score -1.495494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 110947 members 
Entering Unmasked Estep 
Score: -14954937.000000 Penalty: 5763.422852
	Iteration 22Q: 3 clusters Score -1.495494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 110952 members 
Entering Unmasked Estep 
Score: -14954931.000000 Penalty: 5763.422852
	Iteration 23Q: 3 clusters Score -1.495493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 110952 members 
Entering Unmasked Estep 
Score: -14954943.000000 Penalty: 5763.422852
	Iteration 24Q: 3 clusters Score -1.495494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 110952 members 
Entering Unmasked Estep 
Score: -14954943.000000 Penalty: 5763.422852
	Iteration 25F: 3 clusters Score -1.495494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (171894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171894 members 
Entering Unmasked Estep 
Score: -22831758.000000 Penalty: 2989.549072
	Iteration 0F: 2 clusters Score -2.283176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85613 members 
Mstep: Class 2 contains 86281 members 
Entering Unmasked Estep 
Score: -22719476.000000 Penalty: 5979.098145
	Iteration 0F: 3 clusters Score -2.271948e+07 nChanged 82377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81376 members 
Mstep: Class 2 contains 90518 members 
Entering Unmasked Estep 
Score: -22767920.000000 Penalty: 5979.098145
	Iteration 1F: 3 clusters Score -2.276792e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79163 members 
Mstep: Class 2 contains 92731 members 
Entering Unmasked Estep 
Score: -22770146.000000 Penalty: 5979.098145
	Iteration 2Q: 3 clusters Score -2.277015e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76316 members 
Mstep: Class 2 contains 95578 members 
Entering Unmasked Estep 
Score: -22773774.000000 Penalty: 5979.098145
	Iteration 3Q: 3 clusters Score -2.277377e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 99068 members 
Entering Unmasked Estep 
Score: -22779340.000000 Penalty: 5979.098145
	Iteration 4Q: 3 clusters Score -2.277934e+07 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69110 members 
Mstep: Class 2 contains 102784 members 
Entering Unmasked Estep 
Score: -22786558.000000 Penalty: 5979.098145
	Iteration 5F: 3 clusters Score -2.278656e+07 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65468 members 
Mstep: Class 2 contains 106426 members 
Entering Unmasked Estep 
Score: -22793680.000000 Penalty: 5979.098145
	Iteration 6F: 3 clusters Score -2.279368e+07 nChanged 10241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61855 members 
Mstep: Class 2 contains 110039 members 
Entering Unmasked Estep 
Score: -22800174.000000 Penalty: 5979.098145
	Iteration 7F: 3 clusters Score -2.280017e+07 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 113672 members 
Entering Unmasked Estep 
Score: -22804526.000000 Penalty: 5979.098145
	Iteration 8F: 3 clusters Score -2.280453e+07 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 117313 members 
Entering Unmasked Estep 
Score: -22807656.000000 Penalty: 5979.098145
	Iteration 9Q: 3 clusters Score -2.280766e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 121105 members 
Entering Unmasked Estep 
Score: -22810384.000000 Penalty: 5979.098145
	Iteration 10Q: 3 clusters Score -2.281038e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 125083 members 
Entering Unmasked Estep 
Score: -22812482.000000 Penalty: 5979.098145
	Iteration 11Q: 3 clusters Score -2.281248e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 129350 members 
Entering Unmasked Estep 
Score: -22814122.000000 Penalty: 5979.098145
	Iteration 12Q: 3 clusters Score -2.281412e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 133884 members 
Entering Unmasked Estep 
Score: -22816032.000000 Penalty: 5979.098145
	Iteration 13Q: 3 clusters Score -2.281603e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 138532 members 
Entering Unmasked Estep 
Score: -22817774.000000 Penalty: 5979.098145
	Iteration 14Q: 3 clusters Score -2.281777e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 143239 members 
Entering Unmasked Estep 
Score: -22819894.000000 Penalty: 5979.098145
	Iteration 15Q: 3 clusters Score -2.281989e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 147902 members 
Entering Unmasked Estep 
Score: -22822034.000000 Penalty: 5979.098145
	Iteration 16Q: 3 clusters Score -2.282203e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 152113 members 
Entering Unmasked Estep 
Score: -22823798.000000 Penalty: 5979.098145
	Iteration 17Q: 3 clusters Score -2.28238e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 155941 members 
Entering Unmasked Estep 
Score: -22825534.000000 Penalty: 5979.098145
	Iteration 18Q: 3 clusters Score -2.282553e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 159167 members 
Entering Unmasked Estep 
Score: -22826894.000000 Penalty: 5979.098145
	Iteration 19Q: 3 clusters Score -2.282689e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 161623 members 
Entering Unmasked Estep 
Score: -22827664.000000 Penalty: 5979.098145
	Iteration 20F: 3 clusters Score -2.282766e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 163544 members 
Entering Unmasked Estep 
Score: -22828130.000000 Penalty: 5979.098145
	Iteration 21Q: 3 clusters Score -2.282813e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 165031 members 
Entering Unmasked Estep 
Score: -22828632.000000 Penalty: 5979.098145
	Iteration 22Q: 3 clusters Score -2.282863e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 166146 members 
Entering Unmasked Estep 
Score: -22828938.000000 Penalty: 5979.098145
	Iteration 23Q: 3 clusters Score -2.282894e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 166996 members 
Entering Unmasked Estep 
Score: -22829308.000000 Penalty: 5979.098145
	Iteration 24Q: 3 clusters Score -2.282931e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 167567 members 
Entering Unmasked Estep 
Score: -22829436.000000 Penalty: 5979.098145
	Iteration 25Q: 3 clusters Score -2.282944e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 167983 members 
Entering Unmasked Estep 
Score: -22829540.000000 Penalty: 5979.098145
	Iteration 26Q: 3 clusters Score -2.282954e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 168287 members 
Entering Unmasked Estep 
Score: -22829656.000000 Penalty: 5979.098145
	Iteration 27Q: 3 clusters Score -2.282966e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 168502 members 
Entering Unmasked Estep 
Score: -22829634.000000 Penalty: 5979.098145
	Iteration 28Q: 3 clusters Score -2.282963e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 168668 members 
Entering Unmasked Estep 
Score: -22829700.000000 Penalty: 5979.098145
	Iteration 29Q: 3 clusters Score -2.28297e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 168794 members 
Entering Unmasked Estep 
Score: -22829742.000000 Penalty: 5979.098145
	Iteration 30Q: 3 clusters Score -2.282974e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 168917 members 
Entering Unmasked Estep 
Score: -22829764.000000 Penalty: 5979.098145
	Iteration 31Q: 3 clusters Score -2.282976e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 169002 members 
Entering Unmasked Estep 
Score: -22829786.000000 Penalty: 5979.098145
	Iteration 32Q: 3 clusters Score -2.282979e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 169085 members 
Entering Unmasked Estep 
Score: -22829820.000000 Penalty: 5979.098145
	Iteration 33Q: 3 clusters Score -2.282982e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 169149 members 
Entering Unmasked Estep 
Score: -22829796.000000 Penalty: 5979.098145
	Iteration 34Q: 3 clusters Score -2.28298e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 169213 members 
Entering Unmasked Estep 
Score: -22829840.000000 Penalty: 5979.098145
	Iteration 35Q: 3 clusters Score -2.282984e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 169274 members 
Entering Unmasked Estep 
Score: -22829844.000000 Penalty: 5979.098145
	Iteration 36Q: 3 clusters Score -2.282984e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 169329 members 
Entering Unmasked Estep 
Score: -22829858.000000 Penalty: 5979.098145
	Iteration 37Q: 3 clusters Score -2.282986e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 169375 members 
Entering Unmasked Estep 
Score: -22829834.000000 Penalty: 5979.098145
	Iteration 38Q: 3 clusters Score -2.282983e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 169412 members 
Entering Unmasked Estep 
Score: -22829852.000000 Penalty: 5979.098145
	Iteration 39Q: 3 clusters Score -2.282985e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 169453 members 
Entering Unmasked Estep 
Score: -22829870.000000 Penalty: 5979.098145
	Iteration 40F: 3 clusters Score -2.282987e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 169484 members 
Entering Unmasked Estep 
Score: -22829894.000000 Penalty: 5979.098145
	Iteration 41Q: 3 clusters Score -2.282989e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 169524 members 
Entering Unmasked Estep 
Score: -22829892.000000 Penalty: 5979.098145
	Iteration 42Q: 3 clusters Score -2.282989e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 169559 members 
Entering Unmasked Estep 
Score: -22829918.000000 Penalty: 5979.098145
	Iteration 43Q: 3 clusters Score -2.282992e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 169586 members 
Entering Unmasked Estep 
Score: -22829894.000000 Penalty: 5979.098145
	Iteration 44Q: 3 clusters Score -2.282989e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 169606 members 
Entering Unmasked Estep 
Score: -22829870.000000 Penalty: 5979.098145
	Iteration 45Q: 3 clusters Score -2.282987e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 169632 members 
Entering Unmasked Estep 
Score: -22829884.000000 Penalty: 5979.098145
	Iteration 46Q: 3 clusters Score -2.282988e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 169663 members 
Entering Unmasked Estep 
Score: -22829866.000000 Penalty: 5979.098145
	Iteration 47Q: 3 clusters Score -2.282987e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 169686 members 
Entering Unmasked Estep 
Score: -22829874.000000 Penalty: 5979.098145
	Iteration 48Q: 3 clusters Score -2.282987e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 169711 members 
Entering Unmasked Estep 
Score: -22829876.000000 Penalty: 5979.098145
	Iteration 49Q: 3 clusters Score -2.282988e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 169733 members 
Entering Unmasked Estep 
Score: -22829856.000000 Penalty: 5979.098145
	Iteration 50Q: 3 clusters Score -2.282986e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 169756 members 
Entering Unmasked Estep 
Score: -22829894.000000 Penalty: 5979.098145
	Iteration 51Q: 3 clusters Score -2.282989e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 169785 members 
Entering Unmasked Estep 
Score: -22829878.000000 Penalty: 5979.098145
	Iteration 52Q: 3 clusters Score -2.282988e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 169801 members 
Entering Unmasked Estep 
Score: -22829882.000000 Penalty: 5979.098145
	Iteration 53Q: 3 clusters Score -2.282988e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 169818 members 
Entering Unmasked Estep 
Score: -22829904.000000 Penalty: 5979.098145
	Iteration 54Q: 3 clusters Score -2.28299e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 169830 members 
Entering Unmasked Estep 
Score: -22829912.000000 Penalty: 5979.098145
	Iteration 55Q: 3 clusters Score -2.282991e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 169848 members 
Entering Unmasked Estep 
Score: -22829898.000000 Penalty: 5979.098145
	Iteration 56Q: 3 clusters Score -2.28299e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 169863 members 
Entering Unmasked Estep 
Score: -22829884.000000 Penalty: 5979.098145
	Iteration 57Q: 3 clusters Score -2.282988e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 169872 members 
Entering Unmasked Estep 
Score: -22829884.000000 Penalty: 5979.098145
	Iteration 58Q: 3 clusters Score -2.282988e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 169882 members 
Entering Unmasked Estep 
Score: -22829918.000000 Penalty: 5979.098145
	Iteration 59Q: 3 clusters Score -2.282992e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 169901 members 
Entering Unmasked Estep 
Score: -22829930.000000 Penalty: 5979.098145
	Iteration 60F: 3 clusters Score -2.282993e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 169918 members 
Entering Unmasked Estep 
Score: -22829920.000000 Penalty: 5979.098145
	Iteration 61Q: 3 clusters Score -2.282992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 169929 members 
Entering Unmasked Estep 
Score: -22829926.000000 Penalty: 5979.098145
	Iteration 62Q: 3 clusters Score -2.282993e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 169932 members 
Entering Unmasked Estep 
Score: -22829914.000000 Penalty: 5979.098145
	Iteration 63Q: 3 clusters Score -2.282991e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 169938 members 
Entering Unmasked Estep 
Score: -22829920.000000 Penalty: 5979.098145
	Iteration 64Q: 3 clusters Score -2.282992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 169943 members 
Entering Unmasked Estep 
Score: -22829928.000000 Penalty: 5979.098145
	Iteration 65Q: 3 clusters Score -2.282993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 169948 members 
Entering Unmasked Estep 
Score: -22829914.000000 Penalty: 5979.098145
	Iteration 66Q: 3 clusters Score -2.282991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 169951 members 
Entering Unmasked Estep 
Score: -22829920.000000 Penalty: 5979.098145
	Iteration 67Q: 3 clusters Score -2.282992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 169952 members 
Entering Unmasked Estep 
Score: -22829918.000000 Penalty: 5979.098145
	Iteration 68Q: 3 clusters Score -2.282992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 169953 members 
Entering Unmasked Estep 
Score: -22829910.000000 Penalty: 5979.098145
	Iteration 69Q: 3 clusters Score -2.282991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 169955 members 
Entering Unmasked Estep 
Score: -22829914.000000 Penalty: 5979.098145
	Iteration 70Q: 3 clusters Score -2.282991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 169957 members 
Entering Unmasked Estep 
Score: -22829914.000000 Penalty: 5979.098145
	Iteration 71Q: 3 clusters Score -2.282991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 169959 members 
Entering Unmasked Estep 
Score: -22829922.000000 Penalty: 5979.098145
	Iteration 72Q: 3 clusters Score -2.282992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 169958 members 
Entering Unmasked Estep 
Score: -22829936.000000 Penalty: 5979.098145
	Iteration 73Q: 3 clusters Score -2.282994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 169962 members 
Entering Unmasked Estep 
Score: -22829932.000000 Penalty: 5979.098145
	Iteration 74Q: 3 clusters Score -2.282993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 169967 members 
Entering Unmasked Estep 
Score: -22829936.000000 Penalty: 5979.098145
	Iteration 75Q: 3 clusters Score -2.282994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 169971 members 
Entering Unmasked Estep 
Score: -22829916.000000 Penalty: 5979.098145
	Iteration 76Q: 3 clusters Score -2.282992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 169975 members 
Entering Unmasked Estep 
Score: -22829930.000000 Penalty: 5979.098145
	Iteration 77Q: 3 clusters Score -2.282993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 169978 members 
Entering Unmasked Estep 
Score: -22829924.000000 Penalty: 5979.098145
	Iteration 78Q: 3 clusters Score -2.282992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 169975 members 
Entering Unmasked Estep 
Score: -22829922.000000 Penalty: 5979.098145
	Iteration 79Q: 3 clusters Score -2.282992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 169977 members 
Entering Unmasked Estep 
Score: -22829912.000000 Penalty: 5979.098145
	Iteration 80F: 3 clusters Score -2.282991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 169983 members 
Entering Unmasked Estep 
Score: -22829916.000000 Penalty: 5979.098145
	Iteration 81Q: 3 clusters Score -2.282992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 169988 members 
Entering Unmasked Estep 
Score: -22829930.000000 Penalty: 5979.098145
	Iteration 82Q: 3 clusters Score -2.282993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 169996 members 
Entering Unmasked Estep 
Score: -22829938.000000 Penalty: 5979.098145
	Iteration 83Q: 3 clusters Score -2.282994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 169998 members 
Entering Unmasked Estep 
Score: -22829940.000000 Penalty: 5979.098145
	Iteration 84Q: 3 clusters Score -2.282994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 170004 members 
Entering Unmasked Estep 
Score: -22829932.000000 Penalty: 5979.098145
	Iteration 85Q: 3 clusters Score -2.282993e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 170011 members 
Entering Unmasked Estep 
Score: -22829922.000000 Penalty: 5979.098145
	Iteration 86Q: 3 clusters Score -2.282992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 170018 members 
Entering Unmasked Estep 
Score: -22829924.000000 Penalty: 5979.098145
	Iteration 87Q: 3 clusters Score -2.282992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 170019 members 
Entering Unmasked Estep 
Score: -22829924.000000 Penalty: 5979.098145
	Iteration 88Q: 3 clusters Score -2.282992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 170021 members 
Entering Unmasked Estep 
Score: -22829924.000000 Penalty: 5979.098145
	Iteration 89Q: 3 clusters Score -2.282992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 170024 members 
Entering Unmasked Estep 
Score: -22829928.000000 Penalty: 5979.098145
	Iteration 90Q: 3 clusters Score -2.282993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 170028 members 
Entering Unmasked Estep 
Score: -22829928.000000 Penalty: 5979.098145
	Iteration 91Q: 3 clusters Score -2.282993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 170032 members 
Entering Unmasked Estep 
Score: -22829936.000000 Penalty: 5979.098145
	Iteration 92Q: 3 clusters Score -2.282994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 170036 members 
Entering Unmasked Estep 
Score: -22829934.000000 Penalty: 5979.098145
	Iteration 93Q: 3 clusters Score -2.282993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 170037 members 
Entering Unmasked Estep 
Score: -22829926.000000 Penalty: 5979.098145
	Iteration 94Q: 3 clusters Score -2.282993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 170036 members 
Entering Unmasked Estep 
Score: -22829932.000000 Penalty: 5979.098145
	Iteration 95Q: 3 clusters Score -2.282993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 170036 members 
Entering Unmasked Estep 
Score: -22829932.000000 Penalty: 5979.098145
	Iteration 96F: 3 clusters Score -2.282993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Entering Unmasked Estep 
Score: -526261.562500 Penalty: 2054.682129
	Iteration 0F: 2 clusters Score -526261.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -522364.656250 Penalty: 4109.364258
	Iteration 0F: 3 clusters Score -522364.7 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -523214.312500 Penalty: 4109.364258
	Iteration 1F: 3 clusters Score -523214.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -523414.062500 Penalty: 4109.364258
	Iteration 2F: 3 clusters Score -523414.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -523525.031250 Penalty: 4109.364258
	Iteration 3Q: 3 clusters Score -523525 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -523602.375000 Penalty: 4109.364258
	Iteration 4Q: 3 clusters Score -523602.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -523672.156250 Penalty: 4109.364258
	Iteration 5Q: 3 clusters Score -523672.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -523742.062500 Penalty: 4109.364258
	Iteration 6Q: 3 clusters Score -523742.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -523792.500000 Penalty: 4109.364258
	Iteration 7Q: 3 clusters Score -523792.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -523832.312500 Penalty: 4109.364258
	Iteration 8Q: 3 clusters Score -523832.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -523877.312500 Penalty: 4109.364258
	Iteration 9Q: 3 clusters Score -523877.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -523923.656250 Penalty: 4109.364258
	Iteration 10Q: 3 clusters Score -523923.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -523952.625000 Penalty: 4109.364258
	Iteration 11Q: 3 clusters Score -523952.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -523975.250000 Penalty: 4109.364258
	Iteration 12Q: 3 clusters Score -523975.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -523998.468750 Penalty: 4109.364258
	Iteration 13Q: 3 clusters Score -523998.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -524039.718750 Penalty: 4109.364258
	Iteration 14Q: 3 clusters Score -524039.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -524082.406250 Penalty: 4109.364258
	Iteration 15Q: 3 clusters Score -524082.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -524128.031250 Penalty: 4109.364258
	Iteration 16Q: 3 clusters Score -524128 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -524168.343750 Penalty: 4109.364258
	Iteration 17Q: 3 clusters Score -524168.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -524226.031250 Penalty: 4109.364258
	Iteration 18Q: 3 clusters Score -524226 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -524287.468750 Penalty: 4109.364258
	Iteration 19Q: 3 clusters Score -524287.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -524336.500000 Penalty: 4109.364258
	Iteration 20F: 3 clusters Score -524336.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -524380.000000 Penalty: 4109.364258
	Iteration 21Q: 3 clusters Score -524380 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -524412.375000 Penalty: 4109.364258
	Iteration 22Q: 3 clusters Score -524412.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -524442.375000 Penalty: 4109.364258
	Iteration 23Q: 3 clusters Score -524442.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -524468.437500 Penalty: 4109.364258
	Iteration 24Q: 3 clusters Score -524468.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -524489.000000 Penalty: 4109.364258
	Iteration 25Q: 3 clusters Score -524489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -524510.187500 Penalty: 4109.364258
	Iteration 26Q: 3 clusters Score -524510.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -524529.437500 Penalty: 4109.364258
	Iteration 27Q: 3 clusters Score -524529.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -524544.437500 Penalty: 4109.364258
	Iteration 28Q: 3 clusters Score -524544.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -524559.125000 Penalty: 4109.364258
	Iteration 29Q: 3 clusters Score -524559.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -524572.187500 Penalty: 4109.364258
	Iteration 30Q: 3 clusters Score -524572.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -524582.437500 Penalty: 4109.364258
	Iteration 31Q: 3 clusters Score -524582.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -524588.062500 Penalty: 4109.364258
	Iteration 32Q: 3 clusters Score -524588.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -524594.062500 Penalty: 4109.364258
	Iteration 33Q: 3 clusters Score -524594.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -524605.000000 Penalty: 4109.364258
	Iteration 34Q: 3 clusters Score -524605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -524610.375000 Penalty: 4109.364258
	Iteration 35Q: 3 clusters Score -524610.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -524612.937500 Penalty: 4109.364258
	Iteration 36Q: 3 clusters Score -524612.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -524615.500000 Penalty: 4109.364258
	Iteration 37Q: 3 clusters Score -524615.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -524617.687500 Penalty: 4109.364258
	Iteration 38Q: 3 clusters Score -524617.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -524619.187500 Penalty: 4109.364258
	Iteration 39Q: 3 clusters Score -524619.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -524619.187500 Penalty: 4109.364258
	Iteration 40F: 3 clusters Score -524619.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Entering Unmasked Estep 
Score: -1517197.750000 Penalty: 2315.940430
	Iteration 0F: 2 clusters Score -1517198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1508737.625000 Penalty: 4631.880859
	Iteration 0F: 3 clusters Score -1508738 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1511244.375000 Penalty: 4631.880859
	Iteration 1F: 3 clusters Score -1511244 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1511555.375000 Penalty: 4631.880859
	Iteration 2F: 3 clusters Score -1511555 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1511798.125000 Penalty: 4631.880859
	Iteration 3Q: 3 clusters Score -1511798 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1511995.500000 Penalty: 4631.880859
	Iteration 4Q: 3 clusters Score -1511996 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1512158.875000 Penalty: 4631.880859
	Iteration 5Q: 3 clusters Score -1512159 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1512315.625000 Penalty: 4631.880859
	Iteration 6Q: 3 clusters Score -1512316 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1512507.500000 Penalty: 4631.880859
	Iteration 7Q: 3 clusters Score -1512508 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1512750.750000 Penalty: 4631.880859
	Iteration 8Q: 3 clusters Score -1512751 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1513026.750000 Penalty: 4631.880859
	Iteration 9Q: 3 clusters Score -1513027 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1513239.625000 Penalty: 4631.880859
	Iteration 10Q: 3 clusters Score -1513240 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1513432.875000 Penalty: 4631.880859
	Iteration 11Q: 3 clusters Score -1513433 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1513611.000000 Penalty: 4631.880859
	Iteration 12Q: 3 clusters Score -1513611 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1513802.875000 Penalty: 4631.880859
	Iteration 13Q: 3 clusters Score -1513803 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1514004.125000 Penalty: 4631.880859
	Iteration 14Q: 3 clusters Score -1514004 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1514226.875000 Penalty: 4631.880859
	Iteration 15Q: 3 clusters Score -1514227 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1514427.375000 Penalty: 4631.880859
	Iteration 16Q: 3 clusters Score -1514427 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1514605.125000 Penalty: 4631.880859
	Iteration 17Q: 3 clusters Score -1514605 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1514763.500000 Penalty: 4631.880859
	Iteration 18Q: 3 clusters Score -1514764 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1514888.375000 Penalty: 4631.880859
	Iteration 19Q: 3 clusters Score -1514888 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1514971.250000 Penalty: 4631.880859
	Iteration 20F: 3 clusters Score -1514971 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1515048.625000 Penalty: 4631.880859
	Iteration 21Q: 3 clusters Score -1515049 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1515100.250000 Penalty: 4631.880859
	Iteration 22Q: 3 clusters Score -1515100 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1515144.500000 Penalty: 4631.880859
	Iteration 23Q: 3 clusters Score -1515144 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1515175.875000 Penalty: 4631.880859
	Iteration 24Q: 3 clusters Score -1515176 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1515210.500000 Penalty: 4631.880859
	Iteration 25Q: 3 clusters Score -1515210 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1515245.875000 Penalty: 4631.880859
	Iteration 26Q: 3 clusters Score -1515246 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1515275.000000 Penalty: 4631.880859
	Iteration 27Q: 3 clusters Score -1515275 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1515311.500000 Penalty: 4631.880859
	Iteration 28Q: 3 clusters Score -1515312 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1515343.500000 Penalty: 4631.880859
	Iteration 29Q: 3 clusters Score -1515344 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1515376.000000 Penalty: 4631.880859
	Iteration 30Q: 3 clusters Score -1515376 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1515400.500000 Penalty: 4631.880859
	Iteration 31Q: 3 clusters Score -1515400 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1515420.125000 Penalty: 4631.880859
	Iteration 32Q: 3 clusters Score -1515420 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1515448.250000 Penalty: 4631.880859
	Iteration 33Q: 3 clusters Score -1515448 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1515479.750000 Penalty: 4631.880859
	Iteration 34Q: 3 clusters Score -1515480 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1515514.750000 Penalty: 4631.880859
	Iteration 35Q: 3 clusters Score -1515515 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1515553.000000 Penalty: 4631.880859
	Iteration 36Q: 3 clusters Score -1515553 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1515596.125000 Penalty: 4631.880859
	Iteration 37Q: 3 clusters Score -1515596 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1515640.625000 Penalty: 4631.880859
	Iteration 38Q: 3 clusters Score -1515641 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1515676.875000 Penalty: 4631.880859
	Iteration 39Q: 3 clusters Score -1515677 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1515713.750000 Penalty: 4631.880859
	Iteration 40F: 3 clusters Score -1515714 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1515743.750000 Penalty: 4631.880859
	Iteration 41Q: 3 clusters Score -1515744 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1515765.625000 Penalty: 4631.880859
	Iteration 42Q: 3 clusters Score -1515766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1515777.750000 Penalty: 4631.880859
	Iteration 43Q: 3 clusters Score -1515778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1515787.625000 Penalty: 4631.880859
	Iteration 44Q: 3 clusters Score -1515788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1515797.375000 Penalty: 4631.880859
	Iteration 45Q: 3 clusters Score -1515797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1515799.375000 Penalty: 4631.880859
	Iteration 46Q: 3 clusters Score -1515799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1515806.875000 Penalty: 4631.880859
	Iteration 47Q: 3 clusters Score -1515807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1515817.250000 Penalty: 4631.880859
	Iteration 48Q: 3 clusters Score -1515817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1515819.750000 Penalty: 4631.880859
	Iteration 49Q: 3 clusters Score -1515820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1515826.625000 Penalty: 4631.880859
	Iteration 50Q: 3 clusters Score -1515827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1515831.625000 Penalty: 4631.880859
	Iteration 51Q: 3 clusters Score -1515832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1515840.500000 Penalty: 4631.880859
	Iteration 52Q: 3 clusters Score -1515840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1515841.875000 Penalty: 4631.880859
	Iteration 53Q: 3 clusters Score -1515842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1515845.375000 Penalty: 4631.880859
	Iteration 54Q: 3 clusters Score -1515845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1515845.875000 Penalty: 4631.880859
	Iteration 55Q: 3 clusters Score -1515846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1515853.125000 Penalty: 4631.880859
	Iteration 56Q: 3 clusters Score -1515853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1515854.375000 Penalty: 4631.880859
	Iteration 57Q: 3 clusters Score -1515854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1515858.125000 Penalty: 4631.880859
	Iteration 58Q: 3 clusters Score -1515858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1515860.000000 Penalty: 4631.880859
	Iteration 59Q: 3 clusters Score -1515860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1515864.375000 Penalty: 4631.880859
	Iteration 60F: 3 clusters Score -1515864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1515863.250000 Penalty: 4631.880859
	Iteration 61Q: 3 clusters Score -1515863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1515870.250000 Penalty: 4631.880859
	Iteration 62Q: 3 clusters Score -1515870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1515873.500000 Penalty: 4631.880859
	Iteration 63Q: 3 clusters Score -1515874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1515881.375000 Penalty: 4631.880859
	Iteration 64Q: 3 clusters Score -1515881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1515885.000000 Penalty: 4631.880859
	Iteration 65Q: 3 clusters Score -1515885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1515889.000000 Penalty: 4631.880859
	Iteration 66Q: 3 clusters Score -1515889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1515893.750000 Penalty: 4631.880859
	Iteration 67Q: 3 clusters Score -1515894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1515891.750000 Penalty: 4631.880859
	Iteration 68Q: 3 clusters Score -1515892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1515893.875000 Penalty: 4631.880859
	Iteration 69Q: 3 clusters Score -1515894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1515895.625000 Penalty: 4631.880859
	Iteration 70Q: 3 clusters Score -1515896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1515896.375000 Penalty: 4631.880859
	Iteration 71Q: 3 clusters Score -1515896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1515899.000000 Penalty: 4631.880859
	Iteration 72Q: 3 clusters Score -1515899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1515901.750000 Penalty: 4631.880859
	Iteration 73Q: 3 clusters Score -1515902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1515904.750000 Penalty: 4631.880859
	Iteration 74Q: 3 clusters Score -1515905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1515904.250000 Penalty: 4631.880859
	Iteration 75Q: 3 clusters Score -1515904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1515904.500000 Penalty: 4631.880859
	Iteration 76Q: 3 clusters Score -1515904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1515902.250000 Penalty: 4631.880859
	Iteration 77Q: 3 clusters Score -1515902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1515907.250000 Penalty: 4631.880859
	Iteration 78Q: 3 clusters Score -1515907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1515909.625000 Penalty: 4631.880859
	Iteration 79Q: 3 clusters Score -1515910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1515913.750000 Penalty: 4631.880859
	Iteration 80F: 3 clusters Score -1515914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1515914.875000 Penalty: 4631.880859
	Iteration 81Q: 3 clusters Score -1515915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1515916.375000 Penalty: 4631.880859
	Iteration 82Q: 3 clusters Score -1515916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1515918.500000 Penalty: 4631.880859
	Iteration 83Q: 3 clusters Score -1515918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1515920.000000 Penalty: 4631.880859
	Iteration 84Q: 3 clusters Score -1515920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1515921.625000 Penalty: 4631.880859
	Iteration 85Q: 3 clusters Score -1515922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1515921.625000 Penalty: 4631.880859
	Iteration 86F: 3 clusters Score -1515922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (168682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168682 members 
Entering Unmasked Estep 
Score: -22540710.000000 Penalty: 2984.871094
	Iteration 0F: 2 clusters Score -2.254071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84360 members 
Mstep: Class 2 contains 84322 members 
Entering Unmasked Estep 
Score: -22434308.000000 Penalty: 5969.742188
	Iteration 0F: 3 clusters Score -2.243431e+07 nChanged 80911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85567 members 
Mstep: Class 2 contains 83115 members 
Entering Unmasked Estep 
Score: -22480760.000000 Penalty: 5969.742188
	Iteration 1F: 3 clusters Score -2.248076e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86265 members 
Mstep: Class 2 contains 82417 members 
Entering Unmasked Estep 
Score: -22481680.000000 Penalty: 5969.742188
	Iteration 2Q: 3 clusters Score -2.248168e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87475 members 
Mstep: Class 2 contains 81207 members 
Entering Unmasked Estep 
Score: -22482602.000000 Penalty: 5969.742188
	Iteration 3Q: 3 clusters Score -2.24826e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89407 members 
Mstep: Class 2 contains 79275 members 
Entering Unmasked Estep 
Score: -22483546.000000 Penalty: 5969.742188
	Iteration 4Q: 3 clusters Score -2.248355e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92453 members 
Mstep: Class 2 contains 76229 members 
Entering Unmasked Estep 
Score: -22485232.000000 Penalty: 5969.742188
	Iteration 5Q: 3 clusters Score -2.248523e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96849 members 
Mstep: Class 2 contains 71833 members 
Entering Unmasked Estep 
Score: -22487552.000000 Penalty: 5969.742188
	Iteration 6Q: 3 clusters Score -2.248755e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103097 members 
Mstep: Class 2 contains 65585 members 
Entering Unmasked Estep 
Score: -22491302.000000 Penalty: 5969.742188
	Iteration 7Q: 3 clusters Score -2.24913e+07 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111063 members 
Mstep: Class 2 contains 57619 members 
Entering Unmasked Estep 
Score: -22497380.000000 Penalty: 5969.742188
	Iteration 8F: 3 clusters Score -2.249738e+07 nChanged 11637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120248 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -22505324.000000 Penalty: 5969.742188
	Iteration 9F: 3 clusters Score -2.250532e+07 nChanged 11516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129306 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -22514376.000000 Penalty: 5969.742188
	Iteration 10F: 3 clusters Score -2.251438e+07 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136799 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -22522314.000000 Penalty: 5969.742188
	Iteration 11F: 3 clusters Score -2.252231e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141842 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -22528574.000000 Penalty: 5969.742188
	Iteration 12Q: 3 clusters Score -2.252857e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144949 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -22532462.000000 Penalty: 5969.742188
	Iteration 13Q: 3 clusters Score -2.253246e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147175 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -22534854.000000 Penalty: 5969.742188
	Iteration 14Q: 3 clusters Score -2.253485e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149039 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -22536610.000000 Penalty: 5969.742188
	Iteration 15Q: 3 clusters Score -2.253661e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150673 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -22537842.000000 Penalty: 5969.742188
	Iteration 16Q: 3 clusters Score -2.253784e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152119 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -22538912.000000 Penalty: 5969.742188
	Iteration 17Q: 3 clusters Score -2.253891e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153375 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -22539892.000000 Penalty: 5969.742188
	Iteration 18Q: 3 clusters Score -2.253989e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154511 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -22540546.000000 Penalty: 5969.742188
	Iteration 19Q: 3 clusters Score -2.254055e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155417 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -22541062.000000 Penalty: 5969.742188
	Iteration 20F: 3 clusters Score -2.254106e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156174 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -22541380.000000 Penalty: 5969.742188
	Iteration 21Q: 3 clusters Score -2.254138e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156822 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -22541614.000000 Penalty: 5969.742188
	Iteration 22Q: 3 clusters Score -2.254161e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157386 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -22541778.000000 Penalty: 5969.742188
	Iteration 23Q: 3 clusters Score -2.254178e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157912 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -22541870.000000 Penalty: 5969.742188
	Iteration 24Q: 3 clusters Score -2.254187e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158413 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -22541872.000000 Penalty: 5969.742188
	Iteration 25Q: 3 clusters Score -2.254187e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158849 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -22541768.000000 Penalty: 5969.742188
	Iteration 26Q: 3 clusters Score -2.254177e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159247 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -22541684.000000 Penalty: 5969.742188
	Iteration 27Q: 3 clusters Score -2.254168e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159585 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -22541658.000000 Penalty: 5969.742188
	Iteration 28Q: 3 clusters Score -2.254166e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159902 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -22541574.000000 Penalty: 5969.742188
	Iteration 29Q: 3 clusters Score -2.254157e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160190 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -22541524.000000 Penalty: 5969.742188
	Iteration 30Q: 3 clusters Score -2.254152e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160453 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -22541510.000000 Penalty: 5969.742188
	Iteration 31Q: 3 clusters Score -2.254151e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160685 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -22541500.000000 Penalty: 5969.742188
	Iteration 32Q: 3 clusters Score -2.25415e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160905 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -22541470.000000 Penalty: 5969.742188
	Iteration 33Q: 3 clusters Score -2.254147e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161105 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -22541454.000000 Penalty: 5969.742188
	Iteration 34Q: 3 clusters Score -2.254145e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161288 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -22541418.000000 Penalty: 5969.742188
	Iteration 35Q: 3 clusters Score -2.254142e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161475 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -22541374.000000 Penalty: 5969.742188
	Iteration 36Q: 3 clusters Score -2.254137e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161641 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -22541346.000000 Penalty: 5969.742188
	Iteration 37Q: 3 clusters Score -2.254135e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161802 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -22541262.000000 Penalty: 5969.742188
	Iteration 38Q: 3 clusters Score -2.254126e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161957 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -22541214.000000 Penalty: 5969.742188
	Iteration 39Q: 3 clusters Score -2.254121e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162075 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -22541198.000000 Penalty: 5969.742188
	Iteration 40F: 3 clusters Score -2.25412e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162208 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -22541182.000000 Penalty: 5969.742188
	Iteration 41Q: 3 clusters Score -2.254118e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162345 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -22541130.000000 Penalty: 5969.742188
	Iteration 42Q: 3 clusters Score -2.254113e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162455 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -22541142.000000 Penalty: 5969.742188
	Iteration 43Q: 3 clusters Score -2.254114e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162551 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -22541120.000000 Penalty: 5969.742188
	Iteration 44Q: 3 clusters Score -2.254112e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162639 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -22541112.000000 Penalty: 5969.742188
	Iteration 45Q: 3 clusters Score -2.254111e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162715 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -22541086.000000 Penalty: 5969.742188
	Iteration 46Q: 3 clusters Score -2.254109e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162787 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -22541068.000000 Penalty: 5969.742188
	Iteration 47Q: 3 clusters Score -2.254107e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162856 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -22541026.000000 Penalty: 5969.742188
	Iteration 48Q: 3 clusters Score -2.254103e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162916 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -22540976.000000 Penalty: 5969.742188
	Iteration 49Q: 3 clusters Score -2.254098e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162978 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -22541004.000000 Penalty: 5969.742188
	Iteration 50Q: 3 clusters Score -2.2541e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163046 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -22540994.000000 Penalty: 5969.742188
	Iteration 51Q: 3 clusters Score -2.254099e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163113 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -22540998.000000 Penalty: 5969.742188
	Iteration 52Q: 3 clusters Score -2.2541e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163178 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -22540950.000000 Penalty: 5969.742188
	Iteration 53Q: 3 clusters Score -2.254095e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163239 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -22540958.000000 Penalty: 5969.742188
	Iteration 54Q: 3 clusters Score -2.254096e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163297 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -22540930.000000 Penalty: 5969.742188
	Iteration 55Q: 3 clusters Score -2.254093e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163344 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -22540930.000000 Penalty: 5969.742188
	Iteration 56Q: 3 clusters Score -2.254093e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163397 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -22540906.000000 Penalty: 5969.742188
	Iteration 57Q: 3 clusters Score -2.254091e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163449 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -22540896.000000 Penalty: 5969.742188
	Iteration 58Q: 3 clusters Score -2.25409e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163508 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -22540880.000000 Penalty: 5969.742188
	Iteration 59Q: 3 clusters Score -2.254088e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163564 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -22540824.000000 Penalty: 5969.742188
	Iteration 60F: 3 clusters Score -2.254082e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163611 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -22540842.000000 Penalty: 5969.742188
	Iteration 61Q: 3 clusters Score -2.254084e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163650 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -22540822.000000 Penalty: 5969.742188
	Iteration 62Q: 3 clusters Score -2.254082e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163687 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -22540814.000000 Penalty: 5969.742188
	Iteration 63Q: 3 clusters Score -2.254081e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163732 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -22540812.000000 Penalty: 5969.742188
	Iteration 64Q: 3 clusters Score -2.254081e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163776 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -22540768.000000 Penalty: 5969.742188
	Iteration 65Q: 3 clusters Score -2.254077e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163812 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -22540742.000000 Penalty: 5969.742188
	Iteration 66Q: 3 clusters Score -2.254074e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163849 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -22540724.000000 Penalty: 5969.742188
	Iteration 67Q: 3 clusters Score -2.254072e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163883 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -22540722.000000 Penalty: 5969.742188
	Iteration 68Q: 3 clusters Score -2.254072e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163907 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -22540730.000000 Penalty: 5969.742188
	Iteration 69Q: 3 clusters Score -2.254073e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163930 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -22540710.000000 Penalty: 5969.742188
	Iteration 70Q: 3 clusters Score -2.254071e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163948 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -22540730.000000 Penalty: 5969.742188
	Iteration 71Q: 3 clusters Score -2.254073e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163970 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -22540702.000000 Penalty: 5969.742188
	Iteration 72Q: 3 clusters Score -2.25407e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163993 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -22540704.000000 Penalty: 5969.742188
	Iteration 73Q: 3 clusters Score -2.25407e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164023 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -22540702.000000 Penalty: 5969.742188
	Iteration 74Q: 3 clusters Score -2.25407e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164054 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -22540698.000000 Penalty: 5969.742188
	Iteration 75Q: 3 clusters Score -2.25407e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164082 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -22540664.000000 Penalty: 5969.742188
	Iteration 76Q: 3 clusters Score -2.254066e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164101 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -22540644.000000 Penalty: 5969.742188
	Iteration 77Q: 3 clusters Score -2.254064e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164125 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -22540646.000000 Penalty: 5969.742188
	Iteration 78Q: 3 clusters Score -2.254065e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164152 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -22540626.000000 Penalty: 5969.742188
	Iteration 79Q: 3 clusters Score -2.254063e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164181 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -22540608.000000 Penalty: 5969.742188
	Iteration 80F: 3 clusters Score -2.254061e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164210 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -22540602.000000 Penalty: 5969.742188
	Iteration 81Q: 3 clusters Score -2.25406e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164232 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -22540606.000000 Penalty: 5969.742188
	Iteration 82Q: 3 clusters Score -2.254061e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164250 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -22540586.000000 Penalty: 5969.742188
	Iteration 83Q: 3 clusters Score -2.254059e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164267 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -22540602.000000 Penalty: 5969.742188
	Iteration 84Q: 3 clusters Score -2.25406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164277 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -22540590.000000 Penalty: 5969.742188
	Iteration 85Q: 3 clusters Score -2.254059e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164294 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -22540602.000000 Penalty: 5969.742188
	Iteration 86Q: 3 clusters Score -2.25406e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164312 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -22540602.000000 Penalty: 5969.742188
	Iteration 87Q: 3 clusters Score -2.25406e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164337 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -22540572.000000 Penalty: 5969.742188
	Iteration 88Q: 3 clusters Score -2.254057e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164354 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -22540584.000000 Penalty: 5969.742188
	Iteration 89Q: 3 clusters Score -2.254058e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164375 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -22540584.000000 Penalty: 5969.742188
	Iteration 90Q: 3 clusters Score -2.254058e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164396 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -22540578.000000 Penalty: 5969.742188
	Iteration 91Q: 3 clusters Score -2.254058e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164411 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -22540560.000000 Penalty: 5969.742188
	Iteration 92Q: 3 clusters Score -2.254056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164421 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -22540572.000000 Penalty: 5969.742188
	Iteration 93Q: 3 clusters Score -2.254057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164431 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -22540568.000000 Penalty: 5969.742188
	Iteration 94Q: 3 clusters Score -2.254057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164438 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -22540554.000000 Penalty: 5969.742188
	Iteration 95Q: 3 clusters Score -2.254055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164445 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -22540570.000000 Penalty: 5969.742188
	Iteration 96Q: 3 clusters Score -2.254057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164448 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -22540542.000000 Penalty: 5969.742188
	Iteration 97Q: 3 clusters Score -2.254054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164452 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -22540542.000000 Penalty: 5969.742188
	Iteration 98Q: 3 clusters Score -2.254054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164459 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -22540536.000000 Penalty: 5969.742188
	Iteration 99Q: 3 clusters Score -2.254054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164463 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -22540532.000000 Penalty: 5969.742188
	Iteration 100F: 3 clusters Score -2.254053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164466 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -22540532.000000 Penalty: 5969.742188
	Iteration 101Q: 3 clusters Score -2.254053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164470 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -22540536.000000 Penalty: 5969.742188
	Iteration 102Q: 3 clusters Score -2.254054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164471 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -22540532.000000 Penalty: 5969.742188
	Iteration 103Q: 3 clusters Score -2.254053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164474 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -22540542.000000 Penalty: 5969.742188
	Iteration 104Q: 3 clusters Score -2.254054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164480 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -22540546.000000 Penalty: 5969.742188
	Iteration 105Q: 3 clusters Score -2.254055e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164489 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -22540542.000000 Penalty: 5969.742188
	Iteration 106Q: 3 clusters Score -2.254054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164497 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -22540528.000000 Penalty: 5969.742188
	Iteration 107Q: 3 clusters Score -2.254053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164500 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -22540530.000000 Penalty: 5969.742188
	Iteration 108Q: 3 clusters Score -2.254053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164506 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -22540514.000000 Penalty: 5969.742188
	Iteration 109Q: 3 clusters Score -2.254051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164512 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -22540520.000000 Penalty: 5969.742188
	Iteration 110Q: 3 clusters Score -2.254052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164519 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -22540504.000000 Penalty: 5969.742188
	Iteration 111Q: 3 clusters Score -2.25405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164525 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -22540508.000000 Penalty: 5969.742188
	Iteration 112Q: 3 clusters Score -2.254051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164535 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -22540486.000000 Penalty: 5969.742188
	Iteration 113Q: 3 clusters Score -2.254049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164544 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -22540492.000000 Penalty: 5969.742188
	Iteration 114Q: 3 clusters Score -2.254049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164553 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -22540502.000000 Penalty: 5969.742188
	Iteration 115Q: 3 clusters Score -2.25405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164561 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -22540500.000000 Penalty: 5969.742188
	Iteration 116Q: 3 clusters Score -2.25405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164567 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -22540498.000000 Penalty: 5969.742188
	Iteration 117Q: 3 clusters Score -2.25405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164571 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -22540478.000000 Penalty: 5969.742188
	Iteration 118Q: 3 clusters Score -2.254048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164573 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -22540478.000000 Penalty: 5969.742188
	Iteration 119Q: 3 clusters Score -2.254048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164575 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -22540482.000000 Penalty: 5969.742188
	Iteration 120F: 3 clusters Score -2.254048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164576 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -22540490.000000 Penalty: 5969.742188
	Iteration 121Q: 3 clusters Score -2.254049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164580 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -22540490.000000 Penalty: 5969.742188
	Iteration 122Q: 3 clusters Score -2.254049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164585 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -22540476.000000 Penalty: 5969.742188
	Iteration 123Q: 3 clusters Score -2.254048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164590 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -22540464.000000 Penalty: 5969.742188
	Iteration 124Q: 3 clusters Score -2.254046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164597 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -22540468.000000 Penalty: 5969.742188
	Iteration 125Q: 3 clusters Score -2.254047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164603 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -22540444.000000 Penalty: 5969.742188
	Iteration 126Q: 3 clusters Score -2.254044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164608 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -22540452.000000 Penalty: 5969.742188
	Iteration 127Q: 3 clusters Score -2.254045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164612 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -22540460.000000 Penalty: 5969.742188
	Iteration 128Q: 3 clusters Score -2.254046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164613 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -22540454.000000 Penalty: 5969.742188
	Iteration 129Q: 3 clusters Score -2.254045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164615 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -22540454.000000 Penalty: 5969.742188
	Iteration 130Q: 3 clusters Score -2.254045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164620 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -22540438.000000 Penalty: 5969.742188
	Iteration 131Q: 3 clusters Score -2.254044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164623 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -22540446.000000 Penalty: 5969.742188
	Iteration 132Q: 3 clusters Score -2.254045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164625 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -22540438.000000 Penalty: 5969.742188
	Iteration 133Q: 3 clusters Score -2.254044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164628 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -22540442.000000 Penalty: 5969.742188
	Iteration 134Q: 3 clusters Score -2.254044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164632 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -22540452.000000 Penalty: 5969.742188
	Iteration 135Q: 3 clusters Score -2.254045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164634 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -22540442.000000 Penalty: 5969.742188
	Iteration 136Q: 3 clusters Score -2.254044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164634 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -22540442.000000 Penalty: 5969.742188
	Iteration 137F: 3 clusters Score -2.254044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -183620.109375 Penalty: 1820.848633
	Iteration 0F: 2 clusters Score -183620.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -181342.796875 Penalty: 3641.697266
	Iteration 0F: 3 clusters Score -181342.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -182104.562500 Penalty: 3641.697266
	Iteration 1F: 3 clusters Score -182104.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -182914.015625 Penalty: 3641.697266
	Iteration 2F: 3 clusters Score -182914 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -183990.859375 Penalty: 3641.697266
	Iteration 3F: 3 clusters Score -183990.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -184519.093750 Penalty: 3641.697266
	Iteration 4F: 3 clusters Score -184519.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -184998.656250 Penalty: 3641.697266
	Iteration 5F: 3 clusters Score -184998.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -185969.671875 Penalty: 3641.697266
	Iteration 6Q: 3 clusters Score -185969.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -186356.796875 Penalty: 3641.697266
	Iteration 7Q: 3 clusters Score -186356.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -186468.296875 Penalty: 3641.697266
	Iteration 8Q: 3 clusters Score -186468.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -186469.843750 Penalty: 3641.697266
	Iteration 9Q: 3 clusters Score -186469.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -186469.843750 Penalty: 3641.697266
	Iteration 10F: 3 clusters Score -186469.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 63776 members 
Mstep: Class 3 contains 187776 members 
Mstep: Class 4 contains 57877 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 104115 members 
Mstep: Class 7 contains 9163 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 111280 members 
Mstep: Class 10 contains 171894 members 
Mstep: Class 11 contains 3964 members 
Mstep: Class 12 contains 11367 members 
Mstep: Class 13 contains 168682 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 15 contains 767 members 
Mstep: Class 16 contains 52385 members 
Mstep: Class 17 contains 76401 members 
Mstep: Class 18 contains 174114 members 
Mstep: Class 19 contains 180552 members 
Mstep: Class 20 contains 603 members 
Mstep: Class 21 contains 725 members 
Entering Unmasked Estep 
Score: -180415696.000000 Penalty: 73630.507812
Splitting cluster 14 changes total score from -180413696.000000 to -180415696.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 15 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -88172.648438 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -88172.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -86464.539062 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -86464.54 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -87042.773438 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -87042.77 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -87565.398438 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -87565.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -88051.125000 Penalty: 3294.673340
	Iteration 3F: 3 clusters Score -88051.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88773.992188 Penalty: 3294.673340
	Iteration 4F: 3 clusters Score -88773.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -89478.031250 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -89478.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -89515.117188 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -89515.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -89532.671875 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -89532.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -89540.679688 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -89540.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -89554.453125 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -89554.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -89569.765625 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -89569.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -89572.101562 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -89572.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -89575.398438 Penalty: 3294.673340
	Iteration 12Q: 3 clusters Score -89575.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -89579.523438 Penalty: 3294.673340
	Iteration 13Q: 3 clusters Score -89579.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -89589.140625 Penalty: 3294.673340
	Iteration 14Q: 3 clusters Score -89589.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -89615.578125 Penalty: 3294.673340
	Iteration 15Q: 3 clusters Score -89615.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -89638.648438 Penalty: 3294.673340
	Iteration 16Q: 3 clusters Score -89638.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -89657.335938 Penalty: 3294.673340
	Iteration 17Q: 3 clusters Score -89657.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -89667.601562 Penalty: 3294.673340
	Iteration 18Q: 3 clusters Score -89667.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -89674.804688 Penalty: 3294.673340
	Iteration 19Q: 3 clusters Score -89674.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -89679.937500 Penalty: 3294.673340
	Iteration 20F: 3 clusters Score -89679.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -89693.320312 Penalty: 3294.673340
	Iteration 21Q: 3 clusters Score -89693.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -89719.671875 Penalty: 3294.673340
	Iteration 22Q: 3 clusters Score -89719.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -89780.562500 Penalty: 3294.673340
	Iteration 23Q: 3 clusters Score -89780.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -89819.679688 Penalty: 3294.673340
	Iteration 24Q: 3 clusters Score -89819.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -89888.210938 Penalty: 3294.673340
	Iteration 25Q: 3 clusters Score -89888.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -90035.742188 Penalty: 3294.673340
	Iteration 26Q: 3 clusters Score -90035.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -90504.492188 Penalty: 3294.673340
	Iteration 27Q: 3 clusters Score -90504.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -91133.500000 Penalty: 3294.673340
	Iteration 28Q: 3 clusters Score -91133.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -91678.906250 Penalty: 3294.673340
	Iteration 29Q: 3 clusters Score -91678.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -91678.906250 Penalty: 3294.673340
	Iteration 30F: 3 clusters Score -91678.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 63776 members 
Mstep: Class 3 contains 187776 members 
Mstep: Class 4 contains 57877 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 104115 members 
Mstep: Class 7 contains 9163 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 111280 members 
Mstep: Class 10 contains 171894 members 
Mstep: Class 11 contains 3964 members 
Mstep: Class 12 contains 11367 members 
Mstep: Class 13 contains 168682 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 15 contains 334 members 
Mstep: Class 16 contains 52385 members 
Mstep: Class 17 contains 76401 members 
Mstep: Class 18 contains 174114 members 
Mstep: Class 19 contains 180552 members 
Mstep: Class 20 contains 603 members 
Mstep: Class 21 contains 725 members 
Mstep: Class 22 contains 433 members 
Entering Unmasked Estep 
Score: -180417136.000000 Penalty: 77136.718750
Splitting cluster 15 changes total score from -180413696.000000 to -180417136.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 16 (52385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52385 members 
Entering Unmasked Estep 
Score: -6971331.500000 Penalty: 2694.861328
	Iteration 0F: 2 clusters Score -6971332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -6936110.500000 Penalty: 5389.722656
	Iteration 0F: 3 clusters Score -6936110 nChanged 24192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -6949679.000000 Penalty: 5389.722656
	Iteration 1F: 3 clusters Score -6949679 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -6950486.000000 Penalty: 5389.722656
	Iteration 2Q: 3 clusters Score -6950486 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -6951460.000000 Penalty: 5389.722656
	Iteration 3Q: 3 clusters Score -6951460 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -6952570.500000 Penalty: 5389.722656
	Iteration 4Q: 3 clusters Score -6952570 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -6954007.500000 Penalty: 5389.722656
	Iteration 5F: 3 clusters Score -6954008 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -6955996.000000 Penalty: 5389.722656
	Iteration 6F: 3 clusters Score -6955996 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -6958707.500000 Penalty: 5389.722656
	Iteration 7F: 3 clusters Score -6958708 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -6962089.500000 Penalty: 5389.722656
	Iteration 8F: 3 clusters Score -6962090 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -6965219.500000 Penalty: 5389.722656
	Iteration 9F: 3 clusters Score -6965220 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -6966873.500000 Penalty: 5389.722656
	Iteration 10Q: 3 clusters Score -6966874 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -6967421.000000 Penalty: 5389.722656
	Iteration 11Q: 3 clusters Score -6967421 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -6967727.000000 Penalty: 5389.722656
	Iteration 12Q: 3 clusters Score -6967727 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -6967948.500000 Penalty: 5389.722656
	Iteration 13Q: 3 clusters Score -6967948 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -6968153.000000 Penalty: 5389.722656
	Iteration 14Q: 3 clusters Score -6968153 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -6968285.500000 Penalty: 5389.722656
	Iteration 15Q: 3 clusters Score -6968286 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -6968426.000000 Penalty: 5389.722656
	Iteration 16Q: 3 clusters Score -6968426 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 45657 members 
Entering Unmasked Estep 
Score: -6968579.000000 Penalty: 5389.722656
	Iteration 17Q: 3 clusters Score -6968579 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -6968684.000000 Penalty: 5389.722656
	Iteration 18Q: 3 clusters Score -6968684 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -6968748.500000 Penalty: 5389.722656
	Iteration 19Q: 3 clusters Score -6968748 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 46600 members 
Entering Unmasked Estep 
Score: -6968818.000000 Penalty: 5389.722656
	Iteration 20F: 3 clusters Score -6968818 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -6968898.000000 Penalty: 5389.722656
	Iteration 21Q: 3 clusters Score -6968898 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -6968976.500000 Penalty: 5389.722656
	Iteration 22Q: 3 clusters Score -6968976 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -6969031.000000 Penalty: 5389.722656
	Iteration 23Q: 3 clusters Score -6969031 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -6969094.500000 Penalty: 5389.722656
	Iteration 24Q: 3 clusters Score -6969094 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -6969158.000000 Penalty: 5389.722656
	Iteration 25Q: 3 clusters Score -6969158 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -6969212.000000 Penalty: 5389.722656
	Iteration 26Q: 3 clusters Score -6969212 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -6969251.000000 Penalty: 5389.722656
	Iteration 27Q: 3 clusters Score -6969251 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -6969282.000000 Penalty: 5389.722656
	Iteration 28Q: 3 clusters Score -6969282 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -6969317.500000 Penalty: 5389.722656
	Iteration 29Q: 3 clusters Score -6969318 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -6969363.000000 Penalty: 5389.722656
	Iteration 30Q: 3 clusters Score -6969363 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -6969377.000000 Penalty: 5389.722656
	Iteration 31Q: 3 clusters Score -6969377 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -6969404.000000 Penalty: 5389.722656
	Iteration 32Q: 3 clusters Score -6969404 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -6969404.500000 Penalty: 5389.722656
	Iteration 33Q: 3 clusters Score -6969404 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -6969424.500000 Penalty: 5389.722656
	Iteration 34Q: 3 clusters Score -6969424 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -6969435.500000 Penalty: 5389.722656
	Iteration 35Q: 3 clusters Score -6969436 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -6969456.000000 Penalty: 5389.722656
	Iteration 36Q: 3 clusters Score -6969456 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -6969462.000000 Penalty: 5389.722656
	Iteration 37Q: 3 clusters Score -6969462 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 49386 members 
Entering Unmasked Estep 
Score: -6969470.000000 Penalty: 5389.722656
	Iteration 38Q: 3 clusters Score -6969470 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 49449 members 
Entering Unmasked Estep 
Score: -6969496.500000 Penalty: 5389.722656
	Iteration 39Q: 3 clusters Score -6969496 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -6969515.000000 Penalty: 5389.722656
	Iteration 40F: 3 clusters Score -6969515 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -6969529.000000 Penalty: 5389.722656
	Iteration 41Q: 3 clusters Score -6969529 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 49627 members 
Entering Unmasked Estep 
Score: -6969533.500000 Penalty: 5389.722656
	Iteration 42Q: 3 clusters Score -6969534 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -6969555.000000 Penalty: 5389.722656
	Iteration 43Q: 3 clusters Score -6969555 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -6969560.500000 Penalty: 5389.722656
	Iteration 44Q: 3 clusters Score -6969560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -6969560.000000 Penalty: 5389.722656
	Iteration 45Q: 3 clusters Score -6969560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -6969577.500000 Penalty: 5389.722656
	Iteration 46Q: 3 clusters Score -6969578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -6969563.000000 Penalty: 5389.722656
	Iteration 47Q: 3 clusters Score -6969563 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -6969569.500000 Penalty: 5389.722656
	Iteration 48Q: 3 clusters Score -6969570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -6969554.000000 Penalty: 5389.722656
	Iteration 49Q: 3 clusters Score -6969554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -6969561.500000 Penalty: 5389.722656
	Iteration 50Q: 3 clusters Score -6969562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -6969574.000000 Penalty: 5389.722656
	Iteration 51Q: 3 clusters Score -6969574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 49940 members 
Entering Unmasked Estep 
Score: -6969588.500000 Penalty: 5389.722656
	Iteration 52Q: 3 clusters Score -6969588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -6969582.000000 Penalty: 5389.722656
	Iteration 53Q: 3 clusters Score -6969582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 49970 members 
Entering Unmasked Estep 
Score: -6969586.500000 Penalty: 5389.722656
	Iteration 54Q: 3 clusters Score -6969586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -6969582.000000 Penalty: 5389.722656
	Iteration 55Q: 3 clusters Score -6969582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 49984 members 
Entering Unmasked Estep 
Score: -6969590.500000 Penalty: 5389.722656
	Iteration 56Q: 3 clusters Score -6969590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -6969590.000000 Penalty: 5389.722656
	Iteration 57Q: 3 clusters Score -6969590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -6969586.000000 Penalty: 5389.722656
	Iteration 58Q: 3 clusters Score -6969586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -6969592.500000 Penalty: 5389.722656
	Iteration 59Q: 3 clusters Score -6969592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -6969590.000000 Penalty: 5389.722656
	Iteration 60F: 3 clusters Score -6969590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -6969586.000000 Penalty: 5389.722656
	Iteration 61Q: 3 clusters Score -6969586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -6969587.000000 Penalty: 5389.722656
	Iteration 62Q: 3 clusters Score -6969587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -6969603.500000 Penalty: 5389.722656
	Iteration 63Q: 3 clusters Score -6969604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -6969600.500000 Penalty: 5389.722656
	Iteration 64Q: 3 clusters Score -6969600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -6969605.000000 Penalty: 5389.722656
	Iteration 65Q: 3 clusters Score -6969605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 50026 members 
Entering Unmasked Estep 
Score: -6969609.500000 Penalty: 5389.722656
	Iteration 66Q: 3 clusters Score -6969610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -6969607.000000 Penalty: 5389.722656
	Iteration 67Q: 3 clusters Score -6969607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 50030 members 
Entering Unmasked Estep 
Score: -6969607.500000 Penalty: 5389.722656
	Iteration 68Q: 3 clusters Score -6969608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -6969610.000000 Penalty: 5389.722656
	Iteration 69Q: 3 clusters Score -6969610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -6969611.500000 Penalty: 5389.722656
	Iteration 70Q: 3 clusters Score -6969612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -6969611.000000 Penalty: 5389.722656
	Iteration 71Q: 3 clusters Score -6969611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 50046 members 
Entering Unmasked Estep 
Score: -6969611.000000 Penalty: 5389.722656
	Iteration 72Q: 3 clusters Score -6969611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 50052 members 
Entering Unmasked Estep 
Score: -6969608.500000 Penalty: 5389.722656
	Iteration 73Q: 3 clusters Score -6969608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -6969607.000000 Penalty: 5389.722656
	Iteration 74Q: 3 clusters Score -6969607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -6969609.000000 Penalty: 5389.722656
	Iteration 75Q: 3 clusters Score -6969609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -6969608.000000 Penalty: 5389.722656
	Iteration 76Q: 3 clusters Score -6969608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 50063 members 
Entering Unmasked Estep 
Score: -6969610.500000 Penalty: 5389.722656
	Iteration 77Q: 3 clusters Score -6969610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -6969612.500000 Penalty: 5389.722656
	Iteration 78Q: 3 clusters Score -6969612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -6969619.000000 Penalty: 5389.722656
	Iteration 79Q: 3 clusters Score -6969619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -6969619.000000 Penalty: 5389.722656
	Iteration 80F: 3 clusters Score -6969619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
Score: -6969622.000000 Penalty: 5389.722656
	Iteration 81Q: 3 clusters Score -6969622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -6969622.000000 Penalty: 5389.722656
	Iteration 82Q: 3 clusters Score -6969622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -6969621.000000 Penalty: 5389.722656
	Iteration 83Q: 3 clusters Score -6969621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -6969621.500000 Penalty: 5389.722656
	Iteration 84Q: 3 clusters Score -6969622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -6969621.500000 Penalty: 5389.722656
	Iteration 85Q: 3 clusters Score -6969622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -6969615.500000 Penalty: 5389.722656
	Iteration 86Q: 3 clusters Score -6969616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -6969620.500000 Penalty: 5389.722656
	Iteration 87Q: 3 clusters Score -6969620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -6969620.500000 Penalty: 5389.722656
	Iteration 88F: 3 clusters Score -6969620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (76401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76401 members 
Entering Unmasked Estep 
Score: -10139362.000000 Penalty: 2788.450439
	Iteration 0F: 2 clusters Score -1.013936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -10088130.000000 Penalty: 5576.900879
	Iteration 0F: 3 clusters Score -1.008813e+07 nChanged 36006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -10108957.000000 Penalty: 5576.900879
	Iteration 1F: 3 clusters Score -1.010896e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -10110328.000000 Penalty: 5576.900879
	Iteration 2Q: 3 clusters Score -1.011033e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -10112243.000000 Penalty: 5576.900879
	Iteration 3Q: 3 clusters Score -1.011224e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -10115028.000000 Penalty: 5576.900879
	Iteration 4F: 3 clusters Score -1.011503e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -10118930.000000 Penalty: 5576.900879
	Iteration 5F: 3 clusters Score -1.011893e+07 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -10123645.000000 Penalty: 5576.900879
	Iteration 6F: 3 clusters Score -1.012364e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54868 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -10128016.000000 Penalty: 5576.900879
	Iteration 7F: 3 clusters Score -1.012802e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57452 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -10130858.000000 Penalty: 5576.900879
	Iteration 8F: 3 clusters Score -1.013086e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -10132258.000000 Penalty: 5576.900879
	Iteration 9Q: 3 clusters Score -1.013226e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -10133188.000000 Penalty: 5576.900879
	Iteration 10Q: 3 clusters Score -1.013319e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62241 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -10133921.000000 Penalty: 5576.900879
	Iteration 11Q: 3 clusters Score -1.013392e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -10134588.000000 Penalty: 5576.900879
	Iteration 12Q: 3 clusters Score -1.013459e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64786 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -10135214.000000 Penalty: 5576.900879
	Iteration 13Q: 3 clusters Score -1.013521e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65849 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -10135717.000000 Penalty: 5576.900879
	Iteration 14Q: 3 clusters Score -1.013572e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66785 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -10136131.000000 Penalty: 5576.900879
	Iteration 15Q: 3 clusters Score -1.013613e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67604 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -10136490.000000 Penalty: 5576.900879
	Iteration 16Q: 3 clusters Score -1.013649e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -10136751.000000 Penalty: 5576.900879
	Iteration 17Q: 3 clusters Score -1.013675e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68850 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -10136961.000000 Penalty: 5576.900879
	Iteration 18Q: 3 clusters Score -1.013696e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69356 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -10137089.000000 Penalty: 5576.900879
	Iteration 19Q: 3 clusters Score -1.013709e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69810 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -10137248.000000 Penalty: 5576.900879
	Iteration 20F: 3 clusters Score -1.013725e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70211 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -10137392.000000 Penalty: 5576.900879
	Iteration 21Q: 3 clusters Score -1.013739e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70564 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -10137499.000000 Penalty: 5576.900879
	Iteration 22Q: 3 clusters Score -1.01375e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70885 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -10137608.000000 Penalty: 5576.900879
	Iteration 23Q: 3 clusters Score -1.013761e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71184 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -10137712.000000 Penalty: 5576.900879
	Iteration 24Q: 3 clusters Score -1.013771e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71456 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -10137776.000000 Penalty: 5576.900879
	Iteration 25Q: 3 clusters Score -1.013778e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71709 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -10137833.000000 Penalty: 5576.900879
	Iteration 26Q: 3 clusters Score -1.013783e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71931 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -10137897.000000 Penalty: 5576.900879
	Iteration 27Q: 3 clusters Score -1.01379e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72140 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -10137942.000000 Penalty: 5576.900879
	Iteration 28Q: 3 clusters Score -1.013794e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72323 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -10137982.000000 Penalty: 5576.900879
	Iteration 29Q: 3 clusters Score -1.013798e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72473 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -10138045.000000 Penalty: 5576.900879
	Iteration 30Q: 3 clusters Score -1.013804e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72617 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -10138057.000000 Penalty: 5576.900879
	Iteration 31Q: 3 clusters Score -1.013806e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -10138092.000000 Penalty: 5576.900879
	Iteration 32Q: 3 clusters Score -1.013809e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72856 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -10138132.000000 Penalty: 5576.900879
	Iteration 33Q: 3 clusters Score -1.013813e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72943 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -10138134.000000 Penalty: 5576.900879
	Iteration 34Q: 3 clusters Score -1.013813e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73026 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -10138161.000000 Penalty: 5576.900879
	Iteration 35Q: 3 clusters Score -1.013816e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73101 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -10138164.000000 Penalty: 5576.900879
	Iteration 36Q: 3 clusters Score -1.013816e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73170 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -10138175.000000 Penalty: 5576.900879
	Iteration 37Q: 3 clusters Score -1.013818e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73243 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -10138178.000000 Penalty: 5576.900879
	Iteration 38Q: 3 clusters Score -1.013818e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73323 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -10138181.000000 Penalty: 5576.900879
	Iteration 39Q: 3 clusters Score -1.013818e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73411 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -10138203.000000 Penalty: 5576.900879
	Iteration 40F: 3 clusters Score -1.01382e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73492 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -10138210.000000 Penalty: 5576.900879
	Iteration 41Q: 3 clusters Score -1.013821e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73560 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -10138215.000000 Penalty: 5576.900879
	Iteration 42Q: 3 clusters Score -1.013822e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73632 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -10138228.000000 Penalty: 5576.900879
	Iteration 43Q: 3 clusters Score -1.013823e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73691 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -10138244.000000 Penalty: 5576.900879
	Iteration 44Q: 3 clusters Score -1.013824e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73733 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -10138257.000000 Penalty: 5576.900879
	Iteration 45Q: 3 clusters Score -1.013826e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73766 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -10138248.000000 Penalty: 5576.900879
	Iteration 46Q: 3 clusters Score -1.013825e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -10138250.000000 Penalty: 5576.900879
	Iteration 47Q: 3 clusters Score -1.013825e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73827 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -10138284.000000 Penalty: 5576.900879
	Iteration 48Q: 3 clusters Score -1.013828e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73852 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -10138273.000000 Penalty: 5576.900879
	Iteration 49Q: 3 clusters Score -1.013827e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73870 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -10138273.000000 Penalty: 5576.900879
	Iteration 50Q: 3 clusters Score -1.013827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73881 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -10138281.000000 Penalty: 5576.900879
	Iteration 51Q: 3 clusters Score -1.013828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73890 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -10138285.000000 Penalty: 5576.900879
	Iteration 52Q: 3 clusters Score -1.013828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73901 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -10138281.000000 Penalty: 5576.900879
	Iteration 53Q: 3 clusters Score -1.013828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73910 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -10138277.000000 Penalty: 5576.900879
	Iteration 54Q: 3 clusters Score -1.013828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73922 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -10138283.000000 Penalty: 5576.900879
	Iteration 55Q: 3 clusters Score -1.013828e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73938 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -10138293.000000 Penalty: 5576.900879
	Iteration 56Q: 3 clusters Score -1.013829e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -10138302.000000 Penalty: 5576.900879
	Iteration 57Q: 3 clusters Score -1.01383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73959 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -10138306.000000 Penalty: 5576.900879
	Iteration 58Q: 3 clusters Score -1.013831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73968 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -10138305.000000 Penalty: 5576.900879
	Iteration 59Q: 3 clusters Score -1.01383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73972 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -10138309.000000 Penalty: 5576.900879
	Iteration 60F: 3 clusters Score -1.013831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73975 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -10138304.000000 Penalty: 5576.900879
	Iteration 61Q: 3 clusters Score -1.01383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73978 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -10138307.000000 Penalty: 5576.900879
	Iteration 62Q: 3 clusters Score -1.013831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73982 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -10138313.000000 Penalty: 5576.900879
	Iteration 63Q: 3 clusters Score -1.013831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73982 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -10138313.000000 Penalty: 5576.900879
	Iteration 64F: 3 clusters Score -1.013831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (174114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174114 members 
Entering Unmasked Estep 
Score: -23269170.000000 Penalty: 2992.731445
	Iteration 0F: 2 clusters Score -2.326917e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87270 members 
Mstep: Class 2 contains 86844 members 
Entering Unmasked Estep 
Score: -23159038.000000 Penalty: 5985.462891
	Iteration 0F: 3 clusters Score -2.315904e+07 nChanged 83717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89269 members 
Mstep: Class 2 contains 84845 members 
Entering Unmasked Estep 
Score: -23208000.000000 Penalty: 5985.462891
	Iteration 1F: 3 clusters Score -2.3208e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90715 members 
Mstep: Class 2 contains 83399 members 
Entering Unmasked Estep 
Score: -23208968.000000 Penalty: 5985.462891
	Iteration 2Q: 3 clusters Score -2.320897e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92825 members 
Mstep: Class 2 contains 81289 members 
Entering Unmasked Estep 
Score: -23210244.000000 Penalty: 5985.462891
	Iteration 3Q: 3 clusters Score -2.321024e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95964 members 
Mstep: Class 2 contains 78150 members 
Entering Unmasked Estep 
Score: -23211764.000000 Penalty: 5985.462891
	Iteration 4Q: 3 clusters Score -2.321176e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100598 members 
Mstep: Class 2 contains 73516 members 
Entering Unmasked Estep 
Score: -23214198.000000 Penalty: 5985.462891
	Iteration 5Q: 3 clusters Score -2.32142e+07 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107518 members 
Mstep: Class 2 contains 66596 members 
Entering Unmasked Estep 
Score: -23218438.000000 Penalty: 5985.462891
	Iteration 6Q: 3 clusters Score -2.321844e+07 nChanged 10486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117288 members 
Mstep: Class 2 contains 56826 members 
Entering Unmasked Estep 
Score: -23224936.000000 Penalty: 5985.462891
	Iteration 7F: 3 clusters Score -2.322494e+07 nChanged 12645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129739 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -23234656.000000 Penalty: 5985.462891
	Iteration 8F: 3 clusters Score -2.323466e+07 nChanged 13675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143390 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -23246288.000000 Penalty: 5985.462891
	Iteration 9F: 3 clusters Score -2.324629e+07 nChanged 12365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155753 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -23257154.000000 Penalty: 5985.462891
	Iteration 10F: 3 clusters Score -2.325715e+07 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164517 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -23263502.000000 Penalty: 5985.462891
	Iteration 11F: 3 clusters Score -2.32635e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169324 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -23265926.000000 Penalty: 5985.462891
	Iteration 12Q: 3 clusters Score -2.326593e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171489 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -23266718.000000 Penalty: 5985.462891
	Iteration 13Q: 3 clusters Score -2.326672e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172465 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -23267036.000000 Penalty: 5985.462891
	Iteration 14Q: 3 clusters Score -2.326704e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172852 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -23267188.000000 Penalty: 5985.462891
	Iteration 15Q: 3 clusters Score -2.326719e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173026 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -23267238.000000 Penalty: 5985.462891
	Iteration 16Q: 3 clusters Score -2.326724e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173111 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -23267268.000000 Penalty: 5985.462891
	Iteration 17Q: 3 clusters Score -2.326727e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173169 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -23267294.000000 Penalty: 5985.462891
	Iteration 18Q: 3 clusters Score -2.326729e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173220 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -23267310.000000 Penalty: 5985.462891
	Iteration 19Q: 3 clusters Score -2.326731e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173250 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -23267316.000000 Penalty: 5985.462891
	Iteration 20F: 3 clusters Score -2.326732e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173277 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -23267296.000000 Penalty: 5985.462891
	Iteration 21Q: 3 clusters Score -2.32673e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173301 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -23267294.000000 Penalty: 5985.462891
	Iteration 22Q: 3 clusters Score -2.326729e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173313 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -23267296.000000 Penalty: 5985.462891
	Iteration 23Q: 3 clusters Score -2.32673e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173325 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -23267308.000000 Penalty: 5985.462891
	Iteration 24Q: 3 clusters Score -2.326731e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173333 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -23267304.000000 Penalty: 5985.462891
	Iteration 25Q: 3 clusters Score -2.32673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173341 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -23267308.000000 Penalty: 5985.462891
	Iteration 26Q: 3 clusters Score -2.326731e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173344 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -23267310.000000 Penalty: 5985.462891
	Iteration 27Q: 3 clusters Score -2.326731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173351 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -23267312.000000 Penalty: 5985.462891
	Iteration 28Q: 3 clusters Score -2.326731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173356 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -23267328.000000 Penalty: 5985.462891
	Iteration 29Q: 3 clusters Score -2.326733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173352 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -23267334.000000 Penalty: 5985.462891
	Iteration 30Q: 3 clusters Score -2.326733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173351 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -23267346.000000 Penalty: 5985.462891
	Iteration 31Q: 3 clusters Score -2.326735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173353 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -23267348.000000 Penalty: 5985.462891
	Iteration 32Q: 3 clusters Score -2.326735e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173359 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -23267348.000000 Penalty: 5985.462891
	Iteration 33Q: 3 clusters Score -2.326735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173362 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -23267360.000000 Penalty: 5985.462891
	Iteration 34Q: 3 clusters Score -2.326736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173365 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -23267362.000000 Penalty: 5985.462891
	Iteration 35Q: 3 clusters Score -2.326736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173365 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -23267354.000000 Penalty: 5985.462891
	Iteration 36Q: 3 clusters Score -2.326735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173364 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -23267362.000000 Penalty: 5985.462891
	Iteration 37Q: 3 clusters Score -2.326736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173365 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -23267360.000000 Penalty: 5985.462891
	Iteration 38Q: 3 clusters Score -2.326736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173365 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -23267360.000000 Penalty: 5985.462891
	Iteration 39F: 3 clusters Score -2.326736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (180552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180552 members 
Entering Unmasked Estep 
Score: -24451734.000000 Penalty: 3001.736084
	Iteration 0F: 2 clusters Score -2.445173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90198 members 
Mstep: Class 2 contains 90354 members 
Entering Unmasked Estep 
Score: -24338476.000000 Penalty: 6003.472168
	Iteration 0F: 3 clusters Score -2.433848e+07 nChanged 86661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90011 members 
Mstep: Class 2 contains 90541 members 
Entering Unmasked Estep 
Score: -24389610.000000 Penalty: 6003.472168
	Iteration 1F: 3 clusters Score -2.438961e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90158 members 
Mstep: Class 2 contains 90394 members 
Entering Unmasked Estep 
Score: -24390958.000000 Penalty: 6003.472168
	Iteration 2Q: 3 clusters Score -2.439096e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90319 members 
Mstep: Class 2 contains 90233 members 
Entering Unmasked Estep 
Score: -24392556.000000 Penalty: 6003.472168
	Iteration 3Q: 3 clusters Score -2.439256e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90663 members 
Mstep: Class 2 contains 89889 members 
Entering Unmasked Estep 
Score: -24394656.000000 Penalty: 6003.472168
	Iteration 4Q: 3 clusters Score -2.439466e+07 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90954 members 
Mstep: Class 2 contains 89598 members 
Entering Unmasked Estep 
Score: -24397728.000000 Penalty: 6003.472168
	Iteration 5Q: 3 clusters Score -2.439773e+07 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91206 members 
Mstep: Class 2 contains 89346 members 
Entering Unmasked Estep 
Score: -24402076.000000 Penalty: 6003.472168
	Iteration 6Q: 3 clusters Score -2.440208e+07 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91535 members 
Mstep: Class 2 contains 89017 members 
Entering Unmasked Estep 
Score: -24409152.000000 Penalty: 6003.472168
	Iteration 7F: 3 clusters Score -2.440915e+07 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91710 members 
Mstep: Class 2 contains 88842 members 
Entering Unmasked Estep 
Score: -24420096.000000 Penalty: 6003.472168
	Iteration 8F: 3 clusters Score -2.44201e+07 nChanged 12204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92118 members 
Mstep: Class 2 contains 88434 members 
Entering Unmasked Estep 
Score: -24429920.000000 Penalty: 6003.472168
	Iteration 9F: 3 clusters Score -2.442992e+07 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92474 members 
Mstep: Class 2 contains 88078 members 
Entering Unmasked Estep 
Score: -24434178.000000 Penalty: 6003.472168
	Iteration 10Q: 3 clusters Score -2.443418e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92829 members 
Mstep: Class 2 contains 87723 members 
Entering Unmasked Estep 
Score: -24435562.000000 Penalty: 6003.472168
	Iteration 11Q: 3 clusters Score -2.443556e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93149 members 
Mstep: Class 2 contains 87403 members 
Entering Unmasked Estep 
Score: -24436574.000000 Penalty: 6003.472168
	Iteration 12Q: 3 clusters Score -2.443657e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93559 members 
Mstep: Class 2 contains 86993 members 
Entering Unmasked Estep 
Score: -24437246.000000 Penalty: 6003.472168
	Iteration 13Q: 3 clusters Score -2.443725e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94017 members 
Mstep: Class 2 contains 86535 members 
Entering Unmasked Estep 
Score: -24437908.000000 Penalty: 6003.472168
	Iteration 14Q: 3 clusters Score -2.443791e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94488 members 
Mstep: Class 2 contains 86064 members 
Entering Unmasked Estep 
Score: -24438490.000000 Penalty: 6003.472168
	Iteration 15Q: 3 clusters Score -2.443849e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95049 members 
Mstep: Class 2 contains 85503 members 
Entering Unmasked Estep 
Score: -24438908.000000 Penalty: 6003.472168
	Iteration 16Q: 3 clusters Score -2.443891e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95722 members 
Mstep: Class 2 contains 84830 members 
Entering Unmasked Estep 
Score: -24439438.000000 Penalty: 6003.472168
	Iteration 17Q: 3 clusters Score -2.443944e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96430 members 
Mstep: Class 2 contains 84122 members 
Entering Unmasked Estep 
Score: -24439790.000000 Penalty: 6003.472168
	Iteration 18Q: 3 clusters Score -2.443979e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97102 members 
Mstep: Class 2 contains 83450 members 
Entering Unmasked Estep 
Score: -24439996.000000 Penalty: 6003.472168
	Iteration 19Q: 3 clusters Score -2.444e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97731 members 
Mstep: Class 2 contains 82821 members 
Entering Unmasked Estep 
Score: -24440312.000000 Penalty: 6003.472168
	Iteration 20F: 3 clusters Score -2.444031e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98293 members 
Mstep: Class 2 contains 82259 members 
Entering Unmasked Estep 
Score: -24440488.000000 Penalty: 6003.472168
	Iteration 21Q: 3 clusters Score -2.444049e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98881 members 
Mstep: Class 2 contains 81671 members 
Entering Unmasked Estep 
Score: -24440728.000000 Penalty: 6003.472168
	Iteration 22Q: 3 clusters Score -2.444073e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99536 members 
Mstep: Class 2 contains 81016 members 
Entering Unmasked Estep 
Score: -24440782.000000 Penalty: 6003.472168
	Iteration 23Q: 3 clusters Score -2.444078e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100196 members 
Mstep: Class 2 contains 80356 members 
Entering Unmasked Estep 
Score: -24440970.000000 Penalty: 6003.472168
	Iteration 24Q: 3 clusters Score -2.444097e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100881 members 
Mstep: Class 2 contains 79671 members 
Entering Unmasked Estep 
Score: -24441008.000000 Penalty: 6003.472168
	Iteration 25Q: 3 clusters Score -2.444101e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101566 members 
Mstep: Class 2 contains 78986 members 
Entering Unmasked Estep 
Score: -24441216.000000 Penalty: 6003.472168
	Iteration 26Q: 3 clusters Score -2.444122e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102271 members 
Mstep: Class 2 contains 78281 members 
Entering Unmasked Estep 
Score: -24441280.000000 Penalty: 6003.472168
	Iteration 27Q: 3 clusters Score -2.444128e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102962 members 
Mstep: Class 2 contains 77590 members 
Entering Unmasked Estep 
Score: -24441460.000000 Penalty: 6003.472168
	Iteration 28Q: 3 clusters Score -2.444146e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103654 members 
Mstep: Class 2 contains 76898 members 
Entering Unmasked Estep 
Score: -24441528.000000 Penalty: 6003.472168
	Iteration 29Q: 3 clusters Score -2.444153e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104370 members 
Mstep: Class 2 contains 76182 members 
Entering Unmasked Estep 
Score: -24441532.000000 Penalty: 6003.472168
	Iteration 30Q: 3 clusters Score -2.444153e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105048 members 
Mstep: Class 2 contains 75504 members 
Entering Unmasked Estep 
Score: -24441572.000000 Penalty: 6003.472168
	Iteration 31Q: 3 clusters Score -2.444157e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105696 members 
Mstep: Class 2 contains 74856 members 
Entering Unmasked Estep 
Score: -24441630.000000 Penalty: 6003.472168
	Iteration 32Q: 3 clusters Score -2.444163e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106330 members 
Mstep: Class 2 contains 74222 members 
Entering Unmasked Estep 
Score: -24441666.000000 Penalty: 6003.472168
	Iteration 33Q: 3 clusters Score -2.444167e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107026 members 
Mstep: Class 2 contains 73526 members 
Entering Unmasked Estep 
Score: -24441740.000000 Penalty: 6003.472168
	Iteration 34Q: 3 clusters Score -2.444174e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107745 members 
Mstep: Class 2 contains 72807 members 
Entering Unmasked Estep 
Score: -24441848.000000 Penalty: 6003.472168
	Iteration 35Q: 3 clusters Score -2.444185e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108455 members 
Mstep: Class 2 contains 72097 members 
Entering Unmasked Estep 
Score: -24441924.000000 Penalty: 6003.472168
	Iteration 36Q: 3 clusters Score -2.444192e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109176 members 
Mstep: Class 2 contains 71376 members 
Entering Unmasked Estep 
Score: -24441944.000000 Penalty: 6003.472168
	Iteration 37Q: 3 clusters Score -2.444194e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109934 members 
Mstep: Class 2 contains 70618 members 
Entering Unmasked Estep 
Score: -24442022.000000 Penalty: 6003.472168
	Iteration 38Q: 3 clusters Score -2.444202e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110720 members 
Mstep: Class 2 contains 69832 members 
Entering Unmasked Estep 
Score: -24442028.000000 Penalty: 6003.472168
	Iteration 39Q: 3 clusters Score -2.444203e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111507 members 
Mstep: Class 2 contains 69045 members 
Entering Unmasked Estep 
Score: -24442134.000000 Penalty: 6003.472168
	Iteration 40F: 3 clusters Score -2.444213e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112356 members 
Mstep: Class 2 contains 68196 members 
Entering Unmasked Estep 
Score: -24442152.000000 Penalty: 6003.472168
	Iteration 41Q: 3 clusters Score -2.444215e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113143 members 
Mstep: Class 2 contains 67409 members 
Entering Unmasked Estep 
Score: -24442254.000000 Penalty: 6003.472168
	Iteration 42Q: 3 clusters Score -2.444225e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113980 members 
Mstep: Class 2 contains 66572 members 
Entering Unmasked Estep 
Score: -24442334.000000 Penalty: 6003.472168
	Iteration 43Q: 3 clusters Score -2.444233e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114833 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -24442356.000000 Penalty: 6003.472168
	Iteration 44Q: 3 clusters Score -2.444236e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115758 members 
Mstep: Class 2 contains 64794 members 
Entering Unmasked Estep 
Score: -24442508.000000 Penalty: 6003.472168
	Iteration 45Q: 3 clusters Score -2.444251e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116670 members 
Mstep: Class 2 contains 63882 members 
Entering Unmasked Estep 
Score: -24442612.000000 Penalty: 6003.472168
	Iteration 46Q: 3 clusters Score -2.444261e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117601 members 
Mstep: Class 2 contains 62951 members 
Entering Unmasked Estep 
Score: -24442676.000000 Penalty: 6003.472168
	Iteration 47Q: 3 clusters Score -2.444268e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118507 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -24442818.000000 Penalty: 6003.472168
	Iteration 48Q: 3 clusters Score -2.444282e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119448 members 
Mstep: Class 2 contains 61104 members 
Entering Unmasked Estep 
Score: -24442884.000000 Penalty: 6003.472168
	Iteration 49Q: 3 clusters Score -2.444288e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120425 members 
Mstep: Class 2 contains 60127 members 
Entering Unmasked Estep 
Score: -24442954.000000 Penalty: 6003.472168
	Iteration 50Q: 3 clusters Score -2.444295e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121406 members 
Mstep: Class 2 contains 59146 members 
Entering Unmasked Estep 
Score: -24443048.000000 Penalty: 6003.472168
	Iteration 51Q: 3 clusters Score -2.444305e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122439 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -24443208.000000 Penalty: 6003.472168
	Iteration 52Q: 3 clusters Score -2.444321e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123486 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -24443362.000000 Penalty: 6003.472168
	Iteration 53Q: 3 clusters Score -2.444336e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124579 members 
Mstep: Class 2 contains 55973 members 
Entering Unmasked Estep 
Score: -24443506.000000 Penalty: 6003.472168
	Iteration 54Q: 3 clusters Score -2.444351e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125647 members 
Mstep: Class 2 contains 54905 members 
Entering Unmasked Estep 
Score: -24443648.000000 Penalty: 6003.472168
	Iteration 55Q: 3 clusters Score -2.444365e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126725 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -24443780.000000 Penalty: 6003.472168
	Iteration 56Q: 3 clusters Score -2.444378e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127759 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -24443938.000000 Penalty: 6003.472168
	Iteration 57Q: 3 clusters Score -2.444394e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128756 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -24443986.000000 Penalty: 6003.472168
	Iteration 58Q: 3 clusters Score -2.444399e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129783 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -24444204.000000 Penalty: 6003.472168
	Iteration 59Q: 3 clusters Score -2.44442e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130861 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -24444274.000000 Penalty: 6003.472168
	Iteration 60F: 3 clusters Score -2.444427e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131982 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -24444276.000000 Penalty: 6003.472168
	Iteration 61Q: 3 clusters Score -2.444428e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133091 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -24444418.000000 Penalty: 6003.472168
	Iteration 62Q: 3 clusters Score -2.444442e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134232 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -24444602.000000 Penalty: 6003.472168
	Iteration 63Q: 3 clusters Score -2.44446e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135395 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -24444836.000000 Penalty: 6003.472168
	Iteration 64Q: 3 clusters Score -2.444484e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136590 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -24444998.000000 Penalty: 6003.472168
	Iteration 65Q: 3 clusters Score -2.4445e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137826 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -24445246.000000 Penalty: 6003.472168
	Iteration 66Q: 3 clusters Score -2.444525e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139036 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -24445498.000000 Penalty: 6003.472168
	Iteration 67Q: 3 clusters Score -2.44455e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140209 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -24445712.000000 Penalty: 6003.472168
	Iteration 68Q: 3 clusters Score -2.444571e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141400 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -24446032.000000 Penalty: 6003.472168
	Iteration 69Q: 3 clusters Score -2.444603e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142597 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -24446426.000000 Penalty: 6003.472168
	Iteration 70Q: 3 clusters Score -2.444643e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143782 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -24446746.000000 Penalty: 6003.472168
	Iteration 71Q: 3 clusters Score -2.444675e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145017 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -24447022.000000 Penalty: 6003.472168
	Iteration 72Q: 3 clusters Score -2.444702e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146224 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -24447224.000000 Penalty: 6003.472168
	Iteration 73Q: 3 clusters Score -2.444722e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147511 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -24447456.000000 Penalty: 6003.472168
	Iteration 74Q: 3 clusters Score -2.444746e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148783 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -24447518.000000 Penalty: 6003.472168
	Iteration 75Q: 3 clusters Score -2.444752e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150112 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -24447894.000000 Penalty: 6003.472168
	Iteration 76Q: 3 clusters Score -2.444789e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151417 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -24448108.000000 Penalty: 6003.472168
	Iteration 77Q: 3 clusters Score -2.444811e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152659 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -24448278.000000 Penalty: 6003.472168
	Iteration 78Q: 3 clusters Score -2.444828e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153907 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -24448608.000000 Penalty: 6003.472168
	Iteration 79Q: 3 clusters Score -2.444861e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155047 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -24448862.000000 Penalty: 6003.472168
	Iteration 80F: 3 clusters Score -2.444886e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156181 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -24449056.000000 Penalty: 6003.472168
	Iteration 81Q: 3 clusters Score -2.444906e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157275 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -24449240.000000 Penalty: 6003.472168
	Iteration 82Q: 3 clusters Score -2.444924e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158348 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -24449520.000000 Penalty: 6003.472168
	Iteration 83Q: 3 clusters Score -2.444952e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159428 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -24449700.000000 Penalty: 6003.472168
	Iteration 84Q: 3 clusters Score -2.44497e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160470 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -24449712.000000 Penalty: 6003.472168
	Iteration 85Q: 3 clusters Score -2.444971e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161442 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -24449838.000000 Penalty: 6003.472168
	Iteration 86Q: 3 clusters Score -2.444984e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162350 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -24449926.000000 Penalty: 6003.472168
	Iteration 87Q: 3 clusters Score -2.444993e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163199 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -24449972.000000 Penalty: 6003.472168
	Iteration 88Q: 3 clusters Score -2.444997e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164018 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -24449918.000000 Penalty: 6003.472168
	Iteration 89Q: 3 clusters Score -2.444992e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164832 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -24450002.000000 Penalty: 6003.472168
	Iteration 90Q: 3 clusters Score -2.445e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165587 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -24450048.000000 Penalty: 6003.472168
	Iteration 91Q: 3 clusters Score -2.445005e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166283 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -24449952.000000 Penalty: 6003.472168
	Iteration 92Q: 3 clusters Score -2.444995e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166943 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -24449948.000000 Penalty: 6003.472168
	Iteration 93Q: 3 clusters Score -2.444995e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167590 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -24449978.000000 Penalty: 6003.472168
	Iteration 94Q: 3 clusters Score -2.444998e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168199 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -24449992.000000 Penalty: 6003.472168
	Iteration 95Q: 3 clusters Score -2.444999e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168761 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -24450042.000000 Penalty: 6003.472168
	Iteration 96Q: 3 clusters Score -2.445004e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169315 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -24450068.000000 Penalty: 6003.472168
	Iteration 97Q: 3 clusters Score -2.445007e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169827 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -24450118.000000 Penalty: 6003.472168
	Iteration 98Q: 3 clusters Score -2.445012e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170325 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -24450228.000000 Penalty: 6003.472168
	Iteration 99Q: 3 clusters Score -2.445023e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170801 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -24450144.000000 Penalty: 6003.472168
	Iteration 100F: 3 clusters Score -2.445014e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171199 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -24450152.000000 Penalty: 6003.472168
	Iteration 101Q: 3 clusters Score -2.445015e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171567 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -24450134.000000 Penalty: 6003.472168
	Iteration 102Q: 3 clusters Score -2.445013e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171889 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -24450128.000000 Penalty: 6003.472168
	Iteration 103Q: 3 clusters Score -2.445013e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172180 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -24450168.000000 Penalty: 6003.472168
	Iteration 104Q: 3 clusters Score -2.445017e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172463 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -24450198.000000 Penalty: 6003.472168
	Iteration 105Q: 3 clusters Score -2.44502e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172713 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -24450128.000000 Penalty: 6003.472168
	Iteration 106Q: 3 clusters Score -2.445013e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172944 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -24450096.000000 Penalty: 6003.472168
	Iteration 107Q: 3 clusters Score -2.44501e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173158 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -24450138.000000 Penalty: 6003.472168
	Iteration 108Q: 3 clusters Score -2.445014e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173365 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -24450120.000000 Penalty: 6003.472168
	Iteration 109Q: 3 clusters Score -2.445012e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173542 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -24450142.000000 Penalty: 6003.472168
	Iteration 110Q: 3 clusters Score -2.445014e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173702 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -24450100.000000 Penalty: 6003.472168
	Iteration 111Q: 3 clusters Score -2.44501e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173849 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -24450096.000000 Penalty: 6003.472168
	Iteration 112Q: 3 clusters Score -2.44501e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174014 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -24450098.000000 Penalty: 6003.472168
	Iteration 113Q: 3 clusters Score -2.44501e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174163 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -24450092.000000 Penalty: 6003.472168
	Iteration 114Q: 3 clusters Score -2.445009e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174303 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -24450082.000000 Penalty: 6003.472168
	Iteration 115Q: 3 clusters Score -2.445008e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174433 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -24450070.000000 Penalty: 6003.472168
	Iteration 116Q: 3 clusters Score -2.445007e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174569 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -24450136.000000 Penalty: 6003.472168
	Iteration 117Q: 3 clusters Score -2.445014e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174701 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -24450110.000000 Penalty: 6003.472168
	Iteration 118Q: 3 clusters Score -2.445011e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174841 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -24450106.000000 Penalty: 6003.472168
	Iteration 119Q: 3 clusters Score -2.445011e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174980 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -24450122.000000 Penalty: 6003.472168
	Iteration 120F: 3 clusters Score -2.445012e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175104 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -24450160.000000 Penalty: 6003.472168
	Iteration 121Q: 3 clusters Score -2.445016e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175234 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -24450152.000000 Penalty: 6003.472168
	Iteration 122Q: 3 clusters Score -2.445015e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175363 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -24450138.000000 Penalty: 6003.472168
	Iteration 123Q: 3 clusters Score -2.445014e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175474 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -24450140.000000 Penalty: 6003.472168
	Iteration 124Q: 3 clusters Score -2.445014e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175568 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -24450112.000000 Penalty: 6003.472168
	Iteration 125Q: 3 clusters Score -2.445011e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175653 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -24450084.000000 Penalty: 6003.472168
	Iteration 126Q: 3 clusters Score -2.445008e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175748 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -24450090.000000 Penalty: 6003.472168
	Iteration 127Q: 3 clusters Score -2.445009e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175834 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -24450130.000000 Penalty: 6003.472168
	Iteration 128Q: 3 clusters Score -2.445013e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175909 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -24450120.000000 Penalty: 6003.472168
	Iteration 129Q: 3 clusters Score -2.445012e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175987 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -24450102.000000 Penalty: 6003.472168
	Iteration 130Q: 3 clusters Score -2.44501e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176069 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -24450122.000000 Penalty: 6003.472168
	Iteration 131Q: 3 clusters Score -2.445012e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176159 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -24450104.000000 Penalty: 6003.472168
	Iteration 132Q: 3 clusters Score -2.44501e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176254 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -24450130.000000 Penalty: 6003.472168
	Iteration 133Q: 3 clusters Score -2.445013e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176324 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -24450106.000000 Penalty: 6003.472168
	Iteration 134Q: 3 clusters Score -2.445011e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176383 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -24450094.000000 Penalty: 6003.472168
	Iteration 135Q: 3 clusters Score -2.445009e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176427 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -24450080.000000 Penalty: 6003.472168
	Iteration 136Q: 3 clusters Score -2.445008e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176468 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -24450048.000000 Penalty: 6003.472168
	Iteration 137Q: 3 clusters Score -2.445005e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176509 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -24450074.000000 Penalty: 6003.472168
	Iteration 138Q: 3 clusters Score -2.445007e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176550 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -24450056.000000 Penalty: 6003.472168
	Iteration 139Q: 3 clusters Score -2.445006e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176588 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -24450054.000000 Penalty: 6003.472168
	Iteration 140F: 3 clusters Score -2.445005e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176622 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -24450032.000000 Penalty: 6003.472168
	Iteration 141Q: 3 clusters Score -2.445003e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176656 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -24450038.000000 Penalty: 6003.472168
	Iteration 142Q: 3 clusters Score -2.445004e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176689 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -24450026.000000 Penalty: 6003.472168
	Iteration 143Q: 3 clusters Score -2.445003e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176720 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -24450026.000000 Penalty: 6003.472168
	Iteration 144Q: 3 clusters Score -2.445003e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176751 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -24450034.000000 Penalty: 6003.472168
	Iteration 145Q: 3 clusters Score -2.445003e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176778 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -24450034.000000 Penalty: 6003.472168
	Iteration 146Q: 3 clusters Score -2.445003e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176801 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -24450038.000000 Penalty: 6003.472168
	Iteration 147Q: 3 clusters Score -2.445004e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176820 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -24450024.000000 Penalty: 6003.472168
	Iteration 148Q: 3 clusters Score -2.445002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176835 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -24450026.000000 Penalty: 6003.472168
	Iteration 149Q: 3 clusters Score -2.445003e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176851 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -24450028.000000 Penalty: 6003.472168
	Iteration 150Q: 3 clusters Score -2.445003e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176864 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -24450012.000000 Penalty: 6003.472168
	Iteration 151Q: 3 clusters Score -2.445001e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176876 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -24450000.000000 Penalty: 6003.472168
	Iteration 152Q: 3 clusters Score -2.445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176881 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -24450016.000000 Penalty: 6003.472168
	Iteration 153Q: 3 clusters Score -2.445002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176887 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -24450012.000000 Penalty: 6003.472168
	Iteration 154Q: 3 clusters Score -2.445001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176890 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -24450012.000000 Penalty: 6003.472168
	Iteration 155Q: 3 clusters Score -2.445001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176894 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -24450018.000000 Penalty: 6003.472168
	Iteration 156Q: 3 clusters Score -2.445002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176895 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -24450016.000000 Penalty: 6003.472168
	Iteration 157Q: 3 clusters Score -2.445002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176895 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -24450016.000000 Penalty: 6003.472168
	Iteration 158F: 3 clusters Score -2.445002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 63776 members 
Mstep: Class 3 contains 187776 members 
Mstep: Class 4 contains 57877 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 104115 members 
Mstep: Class 7 contains 9163 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 111280 members 
Mstep: Class 10 contains 171894 members 
Mstep: Class 11 contains 3964 members 
Mstep: Class 12 contains 11367 members 
Mstep: Class 13 contains 168682 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 15 contains 334 members 
Mstep: Class 16 contains 52385 members 
Mstep: Class 17 contains 76401 members 
Mstep: Class 18 contains 174114 members 
Mstep: Class 19 contains 180552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180417232.000000 Penalty: 77136.718750
Iteration 119Q: 23 clusters Score -1.804172e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 63730 members 
Mstep: Class 3 contains 187800 members 
Mstep: Class 4 contains 57859 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 104083 members 
Mstep: Class 7 contains 9159 members 
Mstep: Class 8 contains 309 members 
Mstep: Class 9 contains 111320 members 
Mstep: Class 10 contains 171966 members 
Mstep: Class 11 contains 3989 members 
Mstep: Class 12 contains 11400 members 
Mstep: Class 13 contains 168715 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 343 members 
Mstep: Class 16 contains 52373 members 
Mstep: Class 17 contains 76335 members 
Mstep: Class 18 contains 174109 members 
Mstep: Class 19 contains 180508 members 
Mstep: Class 20 contains 599 members 
Mstep: Class 21 contains 716 members 
Mstep: Class 22 contains 433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180417632.000000 Penalty: 77136.718750
Iteration 120F: 23 clusters Score -1.804176e+08 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 63709 members 
Mstep: Class 3 contains 187850 members 
Mstep: Class 4 contains 57855 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 104056 members 
Mstep: Class 7 contains 9151 members 
Mstep: Class 8 contains 322 members 
Mstep: Class 9 contains 111352 members 
Mstep: Class 10 contains 172027 members 
Mstep: Class 11 contains 4006 members 
Mstep: Class 12 contains 11427 members 
Mstep: Class 13 contains 168747 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 15 contains 349 members 
Mstep: Class 16 contains 52361 members 
Mstep: Class 17 contains 76264 members 
Mstep: Class 18 contains 174110 members 
Mstep: Class 19 contains 180426 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 710 members 
Mstep: Class 22 contains 437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180418304.000000 Penalty: 77136.718750
Iteration 121Q: 23 clusters Score -1.804183e+08 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 63692 members 
Mstep: Class 3 contains 187896 members 
Mstep: Class 4 contains 57843 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 104022 members 
Mstep: Class 7 contains 9145 members 
Mstep: Class 8 contains 321 members 
Mstep: Class 9 contains 111379 members 
Mstep: Class 10 contains 172048 members 
Mstep: Class 11 contains 4021 members 
Mstep: Class 12 contains 11444 members 
Mstep: Class 13 contains 168762 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 15 contains 355 members 
Mstep: Class 16 contains 52352 members 
Mstep: Class 17 contains 76218 members 
Mstep: Class 18 contains 174104 members 
Mstep: Class 19 contains 180417 members 
Mstep: Class 20 contains 607 members 
Mstep: Class 21 contains 704 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180418320.000000 Penalty: 77136.718750
Iteration 122Q: 23 clusters Score -1.804183e+08 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 63676 members 
Mstep: Class 3 contains 187968 members 
Mstep: Class 4 contains 57822 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 103964 members 
Mstep: Class 7 contains 9141 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 111395 members 
Mstep: Class 10 contains 172105 members 
Mstep: Class 11 contains 4038 members 
Mstep: Class 12 contains 11458 members 
Mstep: Class 13 contains 168793 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 357 members 
Mstep: Class 16 contains 52343 members 
Mstep: Class 17 contains 76168 members 
Mstep: Class 18 contains 174089 members 
Mstep: Class 19 contains 180388 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 702 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180418000.000000 Penalty: 77136.718750
Iteration 123Q: 23 clusters Score -1.80418e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 63660 members 
Mstep: Class 3 contains 188032 members 
Mstep: Class 4 contains 57793 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 103919 members 
Mstep: Class 7 contains 9137 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 111424 members 
Mstep: Class 10 contains 172203 members 
Mstep: Class 11 contains 4054 members 
Mstep: Class 12 contains 11469 members 
Mstep: Class 13 contains 168779 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52352 members 
Mstep: Class 17 contains 76129 members 
Mstep: Class 18 contains 174101 members 
Mstep: Class 19 contains 180296 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180417664.000000 Penalty: 77136.718750
Iteration 124Q: 23 clusters Score -1.804177e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 63645 members 
Mstep: Class 3 contains 188047 members 
Mstep: Class 4 contains 57766 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 103882 members 
Mstep: Class 7 contains 9135 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 111467 members 
Mstep: Class 10 contains 172319 members 
Mstep: Class 11 contains 4073 members 
Mstep: Class 12 contains 11477 members 
Mstep: Class 13 contains 168767 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52345 members 
Mstep: Class 17 contains 76094 members 
Mstep: Class 18 contains 174109 members 
Mstep: Class 19 contains 180222 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180417520.000000 Penalty: 77136.718750
Iteration 125Q: 23 clusters Score -1.804175e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 63632 members 
Mstep: Class 3 contains 188078 members 
Mstep: Class 4 contains 57729 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 103843 members 
Mstep: Class 7 contains 9135 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 111510 members 
Mstep: Class 10 contains 172388 members 
Mstep: Class 11 contains 4082 members 
Mstep: Class 12 contains 11488 members 
Mstep: Class 13 contains 168771 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52341 members 
Mstep: Class 17 contains 76066 members 
Mstep: Class 18 contains 174134 members 
Mstep: Class 19 contains 180152 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180417360.000000 Penalty: 77136.718750
Iteration 126Q: 23 clusters Score -1.804174e+08 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 63635 members 
Mstep: Class 3 contains 188099 members 
Mstep: Class 4 contains 57714 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 103816 members 
Mstep: Class 7 contains 9133 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 111545 members 
Mstep: Class 10 contains 172425 members 
Mstep: Class 11 contains 4096 members 
Mstep: Class 12 contains 11505 members 
Mstep: Class 13 contains 168768 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52333 members 
Mstep: Class 17 contains 76036 members 
Mstep: Class 18 contains 174149 members 
Mstep: Class 19 contains 180095 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180417280.000000 Penalty: 77136.718750
Iteration 127Q: 23 clusters Score -1.804173e+08 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 63617 members 
Mstep: Class 3 contains 188130 members 
Mstep: Class 4 contains 57698 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 103787 members 
Mstep: Class 7 contains 9133 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 111572 members 
Mstep: Class 10 contains 172512 members 
Mstep: Class 11 contains 4115 members 
Mstep: Class 12 contains 11521 members 
Mstep: Class 13 contains 168752 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52330 members 
Mstep: Class 17 contains 76014 members 
Mstep: Class 18 contains 174172 members 
Mstep: Class 19 contains 179997 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180417200.000000 Penalty: 77136.718750
Iteration 128Q: 23 clusters Score -1.804172e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 63617 members 
Mstep: Class 3 contains 188144 members 
Mstep: Class 4 contains 57690 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 103758 members 
Mstep: Class 7 contains 9132 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 111567 members 
Mstep: Class 10 contains 172585 members 
Mstep: Class 11 contains 4129 members 
Mstep: Class 12 contains 11533 members 
Mstep: Class 13 contains 168750 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52337 members 
Mstep: Class 17 contains 75987 members 
Mstep: Class 18 contains 174192 members 
Mstep: Class 19 contains 179929 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416608.000000 Penalty: 77136.718750
Iteration 129Q: 23 clusters Score -1.804166e+08 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 63605 members 
Mstep: Class 3 contains 188168 members 
Mstep: Class 4 contains 57683 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 103719 members 
Mstep: Class 7 contains 9129 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 111574 members 
Mstep: Class 10 contains 172654 members 
Mstep: Class 11 contains 4148 members 
Mstep: Class 12 contains 11546 members 
Mstep: Class 13 contains 168740 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52337 members 
Mstep: Class 17 contains 75939 members 
Mstep: Class 18 contains 174221 members 
Mstep: Class 19 contains 179888 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416736.000000 Penalty: 77136.718750
Iteration 130Q: 23 clusters Score -1.804167e+08 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 63592 members 
Mstep: Class 3 contains 188169 members 
Mstep: Class 4 contains 57667 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 103677 members 
Mstep: Class 7 contains 9125 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 111593 members 
Mstep: Class 10 contains 172744 members 
Mstep: Class 11 contains 4165 members 
Mstep: Class 12 contains 11556 members 
Mstep: Class 13 contains 168731 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52344 members 
Mstep: Class 17 contains 75918 members 
Mstep: Class 18 contains 174240 members 
Mstep: Class 19 contains 179830 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416480.000000 Penalty: 77136.718750
Iteration 131Q: 23 clusters Score -1.804165e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 63581 members 
Mstep: Class 3 contains 188194 members 
Mstep: Class 4 contains 57646 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 103640 members 
Mstep: Class 7 contains 9122 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 111613 members 
Mstep: Class 10 contains 172857 members 
Mstep: Class 11 contains 4178 members 
Mstep: Class 12 contains 11562 members 
Mstep: Class 13 contains 168727 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52344 members 
Mstep: Class 17 contains 75884 members 
Mstep: Class 18 contains 174278 members 
Mstep: Class 19 contains 179725 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416240.000000 Penalty: 77136.718750
Iteration 132Q: 23 clusters Score -1.804162e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 63573 members 
Mstep: Class 3 contains 188219 members 
Mstep: Class 4 contains 57622 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 103607 members 
Mstep: Class 7 contains 9119 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 111627 members 
Mstep: Class 10 contains 172939 members 
Mstep: Class 11 contains 4183 members 
Mstep: Class 12 contains 11574 members 
Mstep: Class 13 contains 168736 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52363 members 
Mstep: Class 17 contains 75852 members 
Mstep: Class 18 contains 174297 members 
Mstep: Class 19 contains 179641 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416336.000000 Penalty: 77136.718750
Iteration 133Q: 23 clusters Score -1.804163e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 63559 members 
Mstep: Class 3 contains 188250 members 
Mstep: Class 4 contains 57591 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 103558 members 
Mstep: Class 7 contains 9117 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 111632 members 
Mstep: Class 10 contains 172984 members 
Mstep: Class 11 contains 4189 members 
Mstep: Class 12 contains 11597 members 
Mstep: Class 13 contains 168777 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52370 members 
Mstep: Class 17 contains 75828 members 
Mstep: Class 18 contains 174336 members 
Mstep: Class 19 contains 179564 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416336.000000 Penalty: 77136.718750
Iteration 134Q: 23 clusters Score -1.804163e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 63548 members 
Mstep: Class 3 contains 188234 members 
Mstep: Class 4 contains 57541 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 103516 members 
Mstep: Class 7 contains 9116 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 111632 members 
Mstep: Class 10 contains 173060 members 
Mstep: Class 11 contains 4194 members 
Mstep: Class 12 contains 11621 members 
Mstep: Class 13 contains 168812 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52391 members 
Mstep: Class 17 contains 75799 members 
Mstep: Class 18 contains 174346 members 
Mstep: Class 19 contains 179542 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416544.000000 Penalty: 77136.718750
Iteration 135Q: 23 clusters Score -1.804165e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 63537 members 
Mstep: Class 3 contains 188234 members 
Mstep: Class 4 contains 57506 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 103480 members 
Mstep: Class 7 contains 9113 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 111632 members 
Mstep: Class 10 contains 173115 members 
Mstep: Class 11 contains 4203 members 
Mstep: Class 12 contains 11637 members 
Mstep: Class 13 contains 168835 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52412 members 
Mstep: Class 17 contains 75794 members 
Mstep: Class 18 contains 174347 members 
Mstep: Class 19 contains 179507 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416576.000000 Penalty: 77136.718750
Iteration 136Q: 23 clusters Score -1.804166e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 63513 members 
Mstep: Class 3 contains 188259 members 
Mstep: Class 4 contains 57464 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 103442 members 
Mstep: Class 7 contains 9110 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 111653 members 
Mstep: Class 10 contains 173144 members 
Mstep: Class 11 contains 4219 members 
Mstep: Class 12 contains 11648 members 
Mstep: Class 13 contains 168843 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52442 members 
Mstep: Class 17 contains 75782 members 
Mstep: Class 18 contains 174344 members 
Mstep: Class 19 contains 179489 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416304.000000 Penalty: 77136.718750
Iteration 137Q: 23 clusters Score -1.804163e+08 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 63496 members 
Mstep: Class 3 contains 188292 members 
Mstep: Class 4 contains 57436 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 103406 members 
Mstep: Class 7 contains 9106 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 111668 members 
Mstep: Class 10 contains 173174 members 
Mstep: Class 11 contains 4236 members 
Mstep: Class 12 contains 11661 members 
Mstep: Class 13 contains 168860 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52455 members 
Mstep: Class 17 contains 75773 members 
Mstep: Class 18 contains 174343 members 
Mstep: Class 19 contains 179446 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416432.000000 Penalty: 77136.718750
Iteration 138Q: 23 clusters Score -1.804164e+08 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 63493 members 
Mstep: Class 3 contains 188327 members 
Mstep: Class 4 contains 57404 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 103363 members 
Mstep: Class 7 contains 9104 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 111703 members 
Mstep: Class 10 contains 173205 members 
Mstep: Class 11 contains 4256 members 
Mstep: Class 12 contains 11664 members 
Mstep: Class 13 contains 168845 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52479 members 
Mstep: Class 17 contains 75778 members 
Mstep: Class 18 contains 174325 members 
Mstep: Class 19 contains 179406 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416224.000000 Penalty: 77136.718750
Iteration 139Q: 23 clusters Score -1.804162e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 63483 members 
Mstep: Class 3 contains 188354 members 
Mstep: Class 4 contains 57367 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 103322 members 
Mstep: Class 7 contains 9100 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 111730 members 
Mstep: Class 10 contains 173258 members 
Mstep: Class 11 contains 4275 members 
Mstep: Class 12 contains 11668 members 
Mstep: Class 13 contains 168817 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52507 members 
Mstep: Class 17 contains 75769 members 
Mstep: Class 18 contains 174326 members 
Mstep: Class 19 contains 179375 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416816.000000 Penalty: 77136.718750
Iteration 140F: 23 clusters Score -1.804168e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 63473 members 
Mstep: Class 3 contains 188395 members 
Mstep: Class 4 contains 57344 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 103275 members 
Mstep: Class 7 contains 9097 members 
Mstep: Class 8 contains 338 members 
Mstep: Class 9 contains 111756 members 
Mstep: Class 10 contains 173286 members 
Mstep: Class 11 contains 4287 members 
Mstep: Class 12 contains 11668 members 
Mstep: Class 13 contains 168791 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52518 members 
Mstep: Class 17 contains 75759 members 
Mstep: Class 18 contains 174345 members 
Mstep: Class 19 contains 179358 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180417232.000000 Penalty: 77136.718750
Iteration 141Q: 23 clusters Score -1.804172e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 63467 members 
Mstep: Class 3 contains 188457 members 
Mstep: Class 4 contains 57315 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 103218 members 
Mstep: Class 7 contains 9094 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 9 contains 111765 members 
Mstep: Class 10 contains 173304 members 
Mstep: Class 11 contains 4309 members 
Mstep: Class 12 contains 11674 members 
Mstep: Class 13 contains 168770 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52522 members 
Mstep: Class 17 contains 75746 members 
Mstep: Class 18 contains 174363 members 
Mstep: Class 19 contains 179348 members 
Mstep: Class 20 contains 609 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180417120.000000 Penalty: 77136.718750
Iteration 142Q: 23 clusters Score -1.804171e+08 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 63445 members 
Mstep: Class 3 contains 188497 members 
Mstep: Class 4 contains 57296 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 103171 members 
Mstep: Class 7 contains 9088 members 
Mstep: Class 8 contains 327 members 
Mstep: Class 9 contains 111759 members 
Mstep: Class 10 contains 173386 members 
Mstep: Class 11 contains 4351 members 
Mstep: Class 12 contains 11682 members 
Mstep: Class 13 contains 168755 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52522 members 
Mstep: Class 17 contains 75729 members 
Mstep: Class 18 contains 174372 members 
Mstep: Class 19 contains 179297 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416880.000000 Penalty: 77136.718750
Iteration 143Q: 23 clusters Score -1.804169e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 63430 members 
Mstep: Class 3 contains 188557 members 
Mstep: Class 4 contains 57271 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 103131 members 
Mstep: Class 7 contains 9082 members 
Mstep: Class 8 contains 326 members 
Mstep: Class 9 contains 111766 members 
Mstep: Class 10 contains 173432 members 
Mstep: Class 11 contains 4394 members 
Mstep: Class 12 contains 11693 members 
Mstep: Class 13 contains 168715 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52529 members 
Mstep: Class 17 contains 75722 members 
Mstep: Class 18 contains 174357 members 
Mstep: Class 19 contains 179271 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180417040.000000 Penalty: 77136.718750
Iteration 144Q: 23 clusters Score -1.80417e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 63422 members 
Mstep: Class 3 contains 188608 members 
Mstep: Class 4 contains 57250 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 103083 members 
Mstep: Class 7 contains 9075 members 
Mstep: Class 8 contains 326 members 
Mstep: Class 9 contains 111756 members 
Mstep: Class 10 contains 173531 members 
Mstep: Class 11 contains 4422 members 
Mstep: Class 12 contains 11702 members 
Mstep: Class 13 contains 168730 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52522 members 
Mstep: Class 17 contains 75695 members 
Mstep: Class 18 contains 174342 members 
Mstep: Class 19 contains 179213 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416576.000000 Penalty: 77136.718750
Iteration 145Q: 23 clusters Score -1.804166e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 63413 members 
Mstep: Class 3 contains 188612 members 
Mstep: Class 4 contains 57230 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 103053 members 
Mstep: Class 7 contains 9072 members 
Mstep: Class 8 contains 326 members 
Mstep: Class 9 contains 111751 members 
Mstep: Class 10 contains 173656 members 
Mstep: Class 11 contains 4451 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 168752 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52520 members 
Mstep: Class 17 contains 75674 members 
Mstep: Class 18 contains 174337 members 
Mstep: Class 19 contains 179129 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416592.000000 Penalty: 77136.718750
Iteration 146Q: 23 clusters Score -1.804166e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 63394 members 
Mstep: Class 3 contains 188640 members 
Mstep: Class 4 contains 57199 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 103013 members 
Mstep: Class 7 contains 9068 members 
Mstep: Class 8 contains 326 members 
Mstep: Class 9 contains 111725 members 
Mstep: Class 10 contains 173776 members 
Mstep: Class 11 contains 4479 members 
Mstep: Class 12 contains 11697 members 
Mstep: Class 13 contains 168782 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52519 members 
Mstep: Class 17 contains 75657 members 
Mstep: Class 18 contains 174338 members 
Mstep: Class 19 contains 179064 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416624.000000 Penalty: 77136.718750
Iteration 147Q: 23 clusters Score -1.804166e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 63384 members 
Mstep: Class 3 contains 188657 members 
Mstep: Class 4 contains 57177 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 102976 members 
Mstep: Class 7 contains 9060 members 
Mstep: Class 8 contains 326 members 
Mstep: Class 9 contains 111699 members 
Mstep: Class 10 contains 173915 members 
Mstep: Class 11 contains 4507 members 
Mstep: Class 12 contains 11692 members 
Mstep: Class 13 contains 168813 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52511 members 
Mstep: Class 17 contains 75634 members 
Mstep: Class 18 contains 174344 members 
Mstep: Class 19 contains 178982 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416784.000000 Penalty: 77136.718750
Iteration 148Q: 23 clusters Score -1.804168e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 63376 members 
Mstep: Class 3 contains 188671 members 
Mstep: Class 4 contains 57141 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 102940 members 
Mstep: Class 7 contains 9055 members 
Mstep: Class 8 contains 326 members 
Mstep: Class 9 contains 111712 members 
Mstep: Class 10 contains 174023 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 168860 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52500 members 
Mstep: Class 17 contains 75598 members 
Mstep: Class 18 contains 174305 members 
Mstep: Class 19 contains 178938 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416480.000000 Penalty: 77136.718750
Iteration 149Q: 23 clusters Score -1.804165e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 63366 members 
Mstep: Class 3 contains 188676 members 
Mstep: Class 4 contains 57120 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 102900 members 
Mstep: Class 7 contains 9053 members 
Mstep: Class 8 contains 326 members 
Mstep: Class 9 contains 111726 members 
Mstep: Class 10 contains 174117 members 
Mstep: Class 11 contains 4553 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 168903 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52492 members 
Mstep: Class 17 contains 75576 members 
Mstep: Class 18 contains 174298 members 
Mstep: Class 19 contains 178859 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 150Q: 23 clusters Score -1.804162e+08 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 63354 members 
Mstep: Class 3 contains 188681 members 
Mstep: Class 4 contains 57096 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 102863 members 
Mstep: Class 7 contains 9051 members 
Mstep: Class 8 contains 326 members 
Mstep: Class 9 contains 111726 members 
Mstep: Class 10 contains 174195 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 11708 members 
Mstep: Class 13 contains 168953 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52477 members 
Mstep: Class 17 contains 75546 members 
Mstep: Class 18 contains 174289 members 
Mstep: Class 19 contains 178829 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 151Q: 23 clusters Score -1.804158e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 63351 members 
Mstep: Class 3 contains 188676 members 
Mstep: Class 4 contains 57074 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 102838 members 
Mstep: Class 7 contains 9050 members 
Mstep: Class 8 contains 326 members 
Mstep: Class 9 contains 111703 members 
Mstep: Class 10 contains 174268 members 
Mstep: Class 11 contains 4619 members 
Mstep: Class 12 contains 11706 members 
Mstep: Class 13 contains 169005 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52469 members 
Mstep: Class 17 contains 75518 members 
Mstep: Class 18 contains 174311 members 
Mstep: Class 19 contains 178763 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
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Iteration 152Q: 23 clusters Score -1.804159e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 63345 members 
Mstep: Class 3 contains 188651 members 
Mstep: Class 4 contains 57063 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 102797 members 
Mstep: Class 7 contains 9049 members 
Mstep: Class 8 contains 326 members 
Mstep: Class 9 contains 111677 members 
Mstep: Class 10 contains 174383 members 
Mstep: Class 11 contains 4651 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 169043 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52465 members 
Mstep: Class 17 contains 75500 members 
Mstep: Class 18 contains 174361 members 
Mstep: Class 19 contains 178666 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415808.000000 Penalty: 77136.718750
Iteration 153Q: 23 clusters Score -1.804158e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 63336 members 
Mstep: Class 3 contains 188638 members 
Mstep: Class 4 contains 57041 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 102754 members 
Mstep: Class 7 contains 9046 members 
Mstep: Class 8 contains 326 members 
Mstep: Class 9 contains 111666 members 
Mstep: Class 10 contains 174495 members 
Mstep: Class 11 contains 4683 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 169094 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52454 members 
Mstep: Class 17 contains 75475 members 
Mstep: Class 18 contains 174387 members 
Mstep: Class 19 contains 178578 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 154Q: 23 clusters Score -1.804155e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 63307 members 
Mstep: Class 3 contains 188614 members 
Mstep: Class 4 contains 57017 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 102715 members 
Mstep: Class 7 contains 9043 members 
Mstep: Class 8 contains 326 members 
Mstep: Class 9 contains 111672 members 
Mstep: Class 10 contains 174602 members 
Mstep: Class 11 contains 4711 members 
Mstep: Class 12 contains 11707 members 
Mstep: Class 13 contains 169159 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52445 members 
Mstep: Class 17 contains 75437 members 
Mstep: Class 18 contains 174412 members 
Mstep: Class 19 contains 178510 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415504.000000 Penalty: 77136.718750
Iteration 155Q: 23 clusters Score -1.804155e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 63310 members 
Mstep: Class 3 contains 188628 members 
Mstep: Class 4 contains 56998 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 102670 members 
Mstep: Class 7 contains 9041 members 
Mstep: Class 8 contains 326 members 
Mstep: Class 9 contains 111665 members 
Mstep: Class 10 contains 174665 members 
Mstep: Class 11 contains 4733 members 
Mstep: Class 12 contains 11716 members 
Mstep: Class 13 contains 169204 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52445 members 
Mstep: Class 17 contains 75411 members 
Mstep: Class 18 contains 174434 members 
Mstep: Class 19 contains 178431 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415376.000000 Penalty: 77136.718750
Iteration 156Q: 23 clusters Score -1.804154e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 63302 members 
Mstep: Class 3 contains 188644 members 
Mstep: Class 4 contains 56977 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 102637 members 
Mstep: Class 7 contains 9039 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 111635 members 
Mstep: Class 10 contains 174734 members 
Mstep: Class 11 contains 4751 members 
Mstep: Class 12 contains 11726 members 
Mstep: Class 13 contains 169254 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52434 members 
Mstep: Class 17 contains 75389 members 
Mstep: Class 18 contains 174419 members 
Mstep: Class 19 contains 178411 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415440.000000 Penalty: 77136.718750
Iteration 157Q: 23 clusters Score -1.804154e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 63292 members 
Mstep: Class 3 contains 188650 members 
Mstep: Class 4 contains 56964 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 102608 members 
Mstep: Class 7 contains 9037 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 111612 members 
Mstep: Class 10 contains 174848 members 
Mstep: Class 11 contains 4775 members 
Mstep: Class 12 contains 11736 members 
Mstep: Class 13 contains 169296 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52428 members 
Mstep: Class 17 contains 75370 members 
Mstep: Class 18 contains 174389 members 
Mstep: Class 19 contains 178347 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415504.000000 Penalty: 77136.718750
Iteration 158Q: 23 clusters Score -1.804155e+08 nChanged 1038
Entering ConstructFrom: 
Score: -180415504.000000 Penalty: 77136.718750
Entering ConstructFrom: 
Trying to split cluster 1 (3163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Entering Unmasked Estep 
Score: -414074.343750 Penalty: 1998.700562
	Iteration 0F: 2 clusters Score -414074.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -410829.750000 Penalty: 3997.401123
	Iteration 0F: 3 clusters Score -410829.8 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -411669.375000 Penalty: 3997.401123
	Iteration 1F: 3 clusters Score -411669.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -411981.562500 Penalty: 3997.401123
	Iteration 2F: 3 clusters Score -411981.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -412183.625000 Penalty: 3997.401123
	Iteration 3F: 3 clusters Score -412183.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -412379.531250 Penalty: 3997.401123
	Iteration 4F: 3 clusters Score -412379.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -412629.687500 Penalty: 3997.401123
	Iteration 5F: 3 clusters Score -412629.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -412858.125000 Penalty: 3997.401123
	Iteration 6F: 3 clusters Score -412858.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -413064.875000 Penalty: 3997.401123
	Iteration 7F: 3 clusters Score -413064.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -413270.687500 Penalty: 3997.401123
	Iteration 8Q: 3 clusters Score -413270.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -413543.468750 Penalty: 3997.401123
	Iteration 9Q: 3 clusters Score -413543.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -413747.406250 Penalty: 3997.401123
	Iteration 10Q: 3 clusters Score -413747.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -413853.562500 Penalty: 3997.401123
	Iteration 11Q: 3 clusters Score -413853.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -413944.468750 Penalty: 3997.401123
	Iteration 12Q: 3 clusters Score -413944.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -414025.375000 Penalty: 3997.401123
	Iteration 13Q: 3 clusters Score -414025.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -414133.968750 Penalty: 3997.401123
	Iteration 14Q: 3 clusters Score -414134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -414244.593750 Penalty: 3997.401123
	Iteration 15Q: 3 clusters Score -414244.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -414354.281250 Penalty: 3997.401123
	Iteration 16Q: 3 clusters Score -414354.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -414389.218750 Penalty: 3997.401123
	Iteration 17Q: 3 clusters Score -414389.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -414425.187500 Penalty: 3997.401123
	Iteration 18Q: 3 clusters Score -414425.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -414438.125000 Penalty: 3997.401123
	Iteration 19Q: 3 clusters Score -414438.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -414458.437500 Penalty: 3997.401123
	Iteration 20F: 3 clusters Score -414458.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -414471.812500 Penalty: 3997.401123
	Iteration 21Q: 3 clusters Score -414471.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -414495.156250 Penalty: 3997.401123
	Iteration 22Q: 3 clusters Score -414495.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -414525.281250 Penalty: 3997.401123
	Iteration 23Q: 3 clusters Score -414525.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -414583.312500 Penalty: 3997.401123
	Iteration 24Q: 3 clusters Score -414583.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -414654.656250 Penalty: 3997.401123
	Iteration 25Q: 3 clusters Score -414654.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -414862.312500 Penalty: 3997.401123
	Iteration 26Q: 3 clusters Score -414862.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -414973.218750 Penalty: 3997.401123
	Iteration 27Q: 3 clusters Score -414973.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -415017.031250 Penalty: 3997.401123
	Iteration 28Q: 3 clusters Score -415017 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -415058.843750 Penalty: 3997.401123
	Iteration 29Q: 3 clusters Score -415058.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -415119.281250 Penalty: 3997.401123
	Iteration 30Q: 3 clusters Score -415119.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -415185.250000 Penalty: 3997.401123
	Iteration 31Q: 3 clusters Score -415185.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -415225.156250 Penalty: 3997.401123
	Iteration 32Q: 3 clusters Score -415225.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -415248.000000 Penalty: 3997.401123
	Iteration 33Q: 3 clusters Score -415248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -415264.656250 Penalty: 3997.401123
	Iteration 34Q: 3 clusters Score -415264.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -415273.625000 Penalty: 3997.401123
	Iteration 35Q: 3 clusters Score -415273.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -415273.625000 Penalty: 3997.401123
	Iteration 36F: 3 clusters Score -415273.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 63287 members 
Mstep: Class 3 contains 188656 members 
Mstep: Class 4 contains 56964 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 102569 members 
Mstep: Class 7 contains 9037 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 111586 members 
Mstep: Class 10 contains 174956 members 
Mstep: Class 11 contains 4801 members 
Mstep: Class 12 contains 11744 members 
Mstep: Class 13 contains 169313 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52427 members 
Mstep: Class 17 contains 75348 members 
Mstep: Class 18 contains 174358 members 
Mstep: Class 19 contains 178306 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 23 contains 2738 members 
Entering Unmasked Estep 
Score: -180413840.000000 Penalty: 80642.937500
Splitting cluster 1 changes total score from -180415504.000000 to -180413840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (63287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63287 members 
Entering Unmasked Estep 
Score: -8408522.000000 Penalty: 2741.748047
	Iteration 0F: 2 clusters Score -8408522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -8366021.000000 Penalty: 5483.496094
	Iteration 0F: 3 clusters Score -8366021 nChanged 29562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -8382916.000000 Penalty: 5483.496094
	Iteration 1F: 3 clusters Score -8382916 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -8383840.500000 Penalty: 5483.496094
	Iteration 2Q: 3 clusters Score -8383840 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -8385061.000000 Penalty: 5483.496094
	Iteration 3Q: 3 clusters Score -8385061 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -8386605.500000 Penalty: 5483.496094
	Iteration 4Q: 3 clusters Score -8386606 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -8388388.500000 Penalty: 5483.496094
	Iteration 5Q: 3 clusters Score -8388388 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -8390323.000000 Penalty: 5483.496094
	Iteration 6F: 3 clusters Score -8390323 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -8392381.000000 Penalty: 5483.496094
	Iteration 7F: 3 clusters Score -8392381 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -8394502.000000 Penalty: 5483.496094
	Iteration 8F: 3 clusters Score -8394502 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -8396491.000000 Penalty: 5483.496094
	Iteration 9F: 3 clusters Score -8396491 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -8397843.000000 Penalty: 5483.496094
	Iteration 10Q: 3 clusters Score -8397843 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -8398621.000000 Penalty: 5483.496094
	Iteration 11Q: 3 clusters Score -8398621 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -8399128.000000 Penalty: 5483.496094
	Iteration 12Q: 3 clusters Score -8399128 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -8399393.000000 Penalty: 5483.496094
	Iteration 13Q: 3 clusters Score -8399393 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -8399546.000000 Penalty: 5483.496094
	Iteration 14Q: 3 clusters Score -8399546 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46161 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -8399710.000000 Penalty: 5483.496094
	Iteration 15Q: 3 clusters Score -8399710 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -8399840.000000 Penalty: 5483.496094
	Iteration 16Q: 3 clusters Score -8399840 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -8400029.000000 Penalty: 5483.496094
	Iteration 17Q: 3 clusters Score -8400029 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -8400245.000000 Penalty: 5483.496094
	Iteration 18Q: 3 clusters Score -8400245 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -8400438.000000 Penalty: 5483.496094
	Iteration 19Q: 3 clusters Score -8400438 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -8400663.000000 Penalty: 5483.496094
	Iteration 20F: 3 clusters Score -8400663 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -8400875.000000 Penalty: 5483.496094
	Iteration 21Q: 3 clusters Score -8400875 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51720 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -8401140.000000 Penalty: 5483.496094
	Iteration 22Q: 3 clusters Score -8401140 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -8401411.000000 Penalty: 5483.496094
	Iteration 23Q: 3 clusters Score -8401411 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53525 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -8401735.000000 Penalty: 5483.496094
	Iteration 24Q: 3 clusters Score -8401735 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -8402141.000000 Penalty: 5483.496094
	Iteration 25Q: 3 clusters Score -8402141 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -8402518.000000 Penalty: 5483.496094
	Iteration 26Q: 3 clusters Score -8402518 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -8402937.000000 Penalty: 5483.496094
	Iteration 27Q: 3 clusters Score -8402937 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57422 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -8403350.000000 Penalty: 5483.496094
	Iteration 28Q: 3 clusters Score -8403350 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -8403760.000000 Penalty: 5483.496094
	Iteration 29Q: 3 clusters Score -8403760 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -8404140.000000 Penalty: 5483.496094
	Iteration 30Q: 3 clusters Score -8404140 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59835 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -8404541.000000 Penalty: 5483.496094
	Iteration 31Q: 3 clusters Score -8404541 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60500 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -8404841.000000 Penalty: 5483.496094
	Iteration 32Q: 3 clusters Score -8404841 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -8405170.000000 Penalty: 5483.496094
	Iteration 33Q: 3 clusters Score -8405170 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61431 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8405398.000000 Penalty: 5483.496094
	Iteration 34Q: 3 clusters Score -8405398 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61735 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8405595.000000 Penalty: 5483.496094
	Iteration 35Q: 3 clusters Score -8405595 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61975 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8405757.000000 Penalty: 5483.496094
	Iteration 36Q: 3 clusters Score -8405757 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62138 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -8405859.000000 Penalty: 5483.496094
	Iteration 37Q: 3 clusters Score -8405859 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8405932.000000 Penalty: 5483.496094
	Iteration 38Q: 3 clusters Score -8405932 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62362 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8405988.000000 Penalty: 5483.496094
	Iteration 39Q: 3 clusters Score -8405988 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62427 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8406020.000000 Penalty: 5483.496094
	Iteration 40F: 3 clusters Score -8406020 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62477 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8406034.000000 Penalty: 5483.496094
	Iteration 41Q: 3 clusters Score -8406034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62502 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8406056.000000 Penalty: 5483.496094
	Iteration 42Q: 3 clusters Score -8406056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8406086.000000 Penalty: 5483.496094
	Iteration 43Q: 3 clusters Score -8406086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62542 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8406096.000000 Penalty: 5483.496094
	Iteration 44Q: 3 clusters Score -8406096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62560 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8406108.000000 Penalty: 5483.496094
	Iteration 45Q: 3 clusters Score -8406108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8406123.000000 Penalty: 5483.496094
	Iteration 46Q: 3 clusters Score -8406123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62587 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8406122.000000 Penalty: 5483.496094
	Iteration 47Q: 3 clusters Score -8406122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62602 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8406138.000000 Penalty: 5483.496094
	Iteration 48Q: 3 clusters Score -8406138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8406153.000000 Penalty: 5483.496094
	Iteration 49Q: 3 clusters Score -8406153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8406165.000000 Penalty: 5483.496094
	Iteration 50Q: 3 clusters Score -8406165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62622 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8406167.000000 Penalty: 5483.496094
	Iteration 51Q: 3 clusters Score -8406167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62627 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8406169.000000 Penalty: 5483.496094
	Iteration 52Q: 3 clusters Score -8406169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8406170.000000 Penalty: 5483.496094
	Iteration 53Q: 3 clusters Score -8406170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62632 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8406176.000000 Penalty: 5483.496094
	Iteration 54Q: 3 clusters Score -8406176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62637 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8406176.000000 Penalty: 5483.496094
	Iteration 55Q: 3 clusters Score -8406176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62644 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8406185.000000 Penalty: 5483.496094
	Iteration 56Q: 3 clusters Score -8406185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62651 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8406195.000000 Penalty: 5483.496094
	Iteration 57Q: 3 clusters Score -8406195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62656 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8406194.000000 Penalty: 5483.496094
	Iteration 58Q: 3 clusters Score -8406194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62656 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8406194.000000 Penalty: 5483.496094
	Iteration 59Q: 3 clusters Score -8406194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8406194.000000 Penalty: 5483.496094
	Iteration 60F: 3 clusters Score -8406194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62661 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8406199.000000 Penalty: 5483.496094
	Iteration 61Q: 3 clusters Score -8406199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62666 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8406195.000000 Penalty: 5483.496094
	Iteration 62Q: 3 clusters Score -8406195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62668 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8406195.000000 Penalty: 5483.496094
	Iteration 63Q: 3 clusters Score -8406195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62668 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8406200.000000 Penalty: 5483.496094
	Iteration 64Q: 3 clusters Score -8406200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62669 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8406200.000000 Penalty: 5483.496094
	Iteration 65Q: 3 clusters Score -8406200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62669 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8406200.000000 Penalty: 5483.496094
	Iteration 66F: 3 clusters Score -8406200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (188656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188656 members 
Entering Unmasked Estep 
Score: -25278632.000000 Penalty: 3012.624756
	Iteration 0F: 2 clusters Score -2.527863e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94306 members 
Mstep: Class 2 contains 94350 members 
Entering Unmasked Estep 
Score: -25160960.000000 Penalty: 6025.249512
	Iteration 0F: 3 clusters Score -2.516096e+07 nChanged 90743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93781 members 
Mstep: Class 2 contains 94875 members 
Entering Unmasked Estep 
Score: -25213318.000000 Penalty: 6025.249512
	Iteration 1F: 3 clusters Score -2.521332e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93628 members 
Mstep: Class 2 contains 95028 members 
Entering Unmasked Estep 
Score: -25213984.000000 Penalty: 6025.249512
	Iteration 2Q: 3 clusters Score -2.521398e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93337 members 
Mstep: Class 2 contains 95319 members 
Entering Unmasked Estep 
Score: -25214732.000000 Penalty: 6025.249512
	Iteration 3Q: 3 clusters Score -2.521473e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92734 members 
Mstep: Class 2 contains 95922 members 
Entering Unmasked Estep 
Score: -25215412.000000 Penalty: 6025.249512
	Iteration 4Q: 3 clusters Score -2.521541e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91805 members 
Mstep: Class 2 contains 96851 members 
Entering Unmasked Estep 
Score: -25216230.000000 Penalty: 6025.249512
	Iteration 5Q: 3 clusters Score -2.521623e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90500 members 
Mstep: Class 2 contains 98156 members 
Entering Unmasked Estep 
Score: -25217128.000000 Penalty: 6025.249512
	Iteration 6Q: 3 clusters Score -2.521713e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88432 members 
Mstep: Class 2 contains 100224 members 
Entering Unmasked Estep 
Score: -25218482.000000 Penalty: 6025.249512
	Iteration 7Q: 3 clusters Score -2.521848e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85459 members 
Mstep: Class 2 contains 103197 members 
Entering Unmasked Estep 
Score: -25220694.000000 Penalty: 6025.249512
	Iteration 8Q: 3 clusters Score -2.522069e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81274 members 
Mstep: Class 2 contains 107382 members 
Entering Unmasked Estep 
Score: -25224280.000000 Penalty: 6025.249512
	Iteration 9Q: 3 clusters Score -2.522428e+07 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75973 members 
Mstep: Class 2 contains 112683 members 
Entering Unmasked Estep 
Score: -25229410.000000 Penalty: 6025.249512
	Iteration 10Q: 3 clusters Score -2.522941e+07 nChanged 10414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 118989 members 
Entering Unmasked Estep 
Score: -25235768.000000 Penalty: 6025.249512
	Iteration 11F: 3 clusters Score -2.523577e+07 nChanged 10649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63320 members 
Mstep: Class 2 contains 125336 members 
Entering Unmasked Estep 
Score: -25243136.000000 Penalty: 6025.249512
	Iteration 12F: 3 clusters Score -2.524314e+07 nChanged 10022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57562 members 
Mstep: Class 2 contains 131094 members 
Entering Unmasked Estep 
Score: -25249946.000000 Penalty: 6025.249512
	Iteration 13F: 3 clusters Score -2.524995e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53046 members 
Mstep: Class 2 contains 135610 members 
Entering Unmasked Estep 
Score: -25255160.000000 Penalty: 6025.249512
	Iteration 14Q: 3 clusters Score -2.525516e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 139274 members 
Entering Unmasked Estep 
Score: -25258116.000000 Penalty: 6025.249512
	Iteration 15Q: 3 clusters Score -2.525812e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 142554 members 
Entering Unmasked Estep 
Score: -25259984.000000 Penalty: 6025.249512
	Iteration 16Q: 3 clusters Score -2.525998e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 145850 members 
Entering Unmasked Estep 
Score: -25261450.000000 Penalty: 6025.249512
	Iteration 17Q: 3 clusters Score -2.526145e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 149224 members 
Entering Unmasked Estep 
Score: -25262876.000000 Penalty: 6025.249512
	Iteration 18Q: 3 clusters Score -2.526288e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 152730 members 
Entering Unmasked Estep 
Score: -25264470.000000 Penalty: 6025.249512
	Iteration 19Q: 3 clusters Score -2.526447e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 156454 members 
Entering Unmasked Estep 
Score: -25265816.000000 Penalty: 6025.249512
	Iteration 20F: 3 clusters Score -2.526582e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 160296 members 
Entering Unmasked Estep 
Score: -25267166.000000 Penalty: 6025.249512
	Iteration 21Q: 3 clusters Score -2.526717e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 164242 members 
Entering Unmasked Estep 
Score: -25268456.000000 Penalty: 6025.249512
	Iteration 22Q: 3 clusters Score -2.526846e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 168187 members 
Entering Unmasked Estep 
Score: -25269794.000000 Penalty: 6025.249512
	Iteration 23Q: 3 clusters Score -2.526979e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 172118 members 
Entering Unmasked Estep 
Score: -25270950.000000 Penalty: 6025.249512
	Iteration 24Q: 3 clusters Score -2.527095e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 175686 members 
Entering Unmasked Estep 
Score: -25272026.000000 Penalty: 6025.249512
	Iteration 25Q: 3 clusters Score -2.527203e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 178825 members 
Entering Unmasked Estep 
Score: -25272918.000000 Penalty: 6025.249512
	Iteration 26Q: 3 clusters Score -2.527292e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 181490 members 
Entering Unmasked Estep 
Score: -25273822.000000 Penalty: 6025.249512
	Iteration 27Q: 3 clusters Score -2.527382e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 183634 members 
Entering Unmasked Estep 
Score: -25274674.000000 Penalty: 6025.249512
	Iteration 28Q: 3 clusters Score -2.527467e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 185235 members 
Entering Unmasked Estep 
Score: -25275114.000000 Penalty: 6025.249512
	Iteration 29Q: 3 clusters Score -2.527511e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 186355 members 
Entering Unmasked Estep 
Score: -25275388.000000 Penalty: 6025.249512
	Iteration 30Q: 3 clusters Score -2.527539e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 187074 members 
Entering Unmasked Estep 
Score: -25275704.000000 Penalty: 6025.249512
	Iteration 31Q: 3 clusters Score -2.52757e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 187485 members 
Entering Unmasked Estep 
Score: -25275850.000000 Penalty: 6025.249512
	Iteration 32Q: 3 clusters Score -2.527585e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 187721 members 
Entering Unmasked Estep 
Score: -25275950.000000 Penalty: 6025.249512
	Iteration 33Q: 3 clusters Score -2.527595e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 187865 members 
Entering Unmasked Estep 
Score: -25276014.000000 Penalty: 6025.249512
	Iteration 34Q: 3 clusters Score -2.527601e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 187959 members 
Entering Unmasked Estep 
Score: -25276038.000000 Penalty: 6025.249512
	Iteration 35Q: 3 clusters Score -2.527604e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 188017 members 
Entering Unmasked Estep 
Score: -25276062.000000 Penalty: 6025.249512
	Iteration 36Q: 3 clusters Score -2.527606e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 188064 members 
Entering Unmasked Estep 
Score: -25276062.000000 Penalty: 6025.249512
	Iteration 37Q: 3 clusters Score -2.527606e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 188091 members 
Entering Unmasked Estep 
Score: -25276106.000000 Penalty: 6025.249512
	Iteration 38Q: 3 clusters Score -2.527611e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 188113 members 
Entering Unmasked Estep 
Score: -25276124.000000 Penalty: 6025.249512
	Iteration 39Q: 3 clusters Score -2.527612e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 188126 members 
Entering Unmasked Estep 
Score: -25276132.000000 Penalty: 6025.249512
	Iteration 40F: 3 clusters Score -2.527613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 188136 members 
Entering Unmasked Estep 
Score: -25276142.000000 Penalty: 6025.249512
	Iteration 41Q: 3 clusters Score -2.527614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 188144 members 
Entering Unmasked Estep 
Score: -25276154.000000 Penalty: 6025.249512
	Iteration 42Q: 3 clusters Score -2.527615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 188150 members 
Entering Unmasked Estep 
Score: -25276166.000000 Penalty: 6025.249512
	Iteration 43Q: 3 clusters Score -2.527617e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 188158 members 
Entering Unmasked Estep 
Score: -25276170.000000 Penalty: 6025.249512
	Iteration 44Q: 3 clusters Score -2.527617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 188163 members 
Entering Unmasked Estep 
Score: -25276170.000000 Penalty: 6025.249512
	Iteration 45Q: 3 clusters Score -2.527617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 188170 members 
Entering Unmasked Estep 
Score: -25276174.000000 Penalty: 6025.249512
	Iteration 46Q: 3 clusters Score -2.527617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 188174 members 
Entering Unmasked Estep 
Score: -25276180.000000 Penalty: 6025.249512
	Iteration 47Q: 3 clusters Score -2.527618e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 188176 members 
Entering Unmasked Estep 
Score: -25276190.000000 Penalty: 6025.249512
	Iteration 48Q: 3 clusters Score -2.527619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 188176 members 
Entering Unmasked Estep 
Score: -25276190.000000 Penalty: 6025.249512
	Iteration 49F: 3 clusters Score -2.527619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (56964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56964 members 
Entering Unmasked Estep 
Score: -7607276.000000 Penalty: 2715.643311
	Iteration 0F: 2 clusters Score -7607276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -7568891.000000 Penalty: 5431.286621
	Iteration 0F: 3 clusters Score -7568891 nChanged 26482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -7583594.000000 Penalty: 5431.286621
	Iteration 1F: 3 clusters Score -7583594 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -7584160.500000 Penalty: 5431.286621
	Iteration 2Q: 3 clusters Score -7584160 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -7584783.000000 Penalty: 5431.286621
	Iteration 3Q: 3 clusters Score -7584783 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -7585566.500000 Penalty: 5431.286621
	Iteration 4Q: 3 clusters Score -7585566 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -7586961.500000 Penalty: 5431.286621
	Iteration 5F: 3 clusters Score -7586962 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -7589245.000000 Penalty: 5431.286621
	Iteration 6F: 3 clusters Score -7589245 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -7592853.000000 Penalty: 5431.286621
	Iteration 7F: 3 clusters Score -7592853 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -7597233.000000 Penalty: 5431.286621
	Iteration 8F: 3 clusters Score -7597233 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -7601139.000000 Penalty: 5431.286621
	Iteration 9F: 3 clusters Score -7601139 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55155 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -7603440.500000 Penalty: 5431.286621
	Iteration 10Q: 3 clusters Score -7603440 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56121 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7604422.500000 Penalty: 5431.286621
	Iteration 11Q: 3 clusters Score -7604422 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7604741.500000 Penalty: 5431.286621
	Iteration 12Q: 3 clusters Score -7604742 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7604888.000000 Penalty: 5431.286621
	Iteration 13Q: 3 clusters Score -7604888 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7604971.000000 Penalty: 5431.286621
	Iteration 14Q: 3 clusters Score -7604971 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56547 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7605033.000000 Penalty: 5431.286621
	Iteration 15Q: 3 clusters Score -7605033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56559 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7605068.000000 Penalty: 5431.286621
	Iteration 16Q: 3 clusters Score -7605068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56561 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7605101.500000 Penalty: 5431.286621
	Iteration 17Q: 3 clusters Score -7605102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7605107.500000 Penalty: 5431.286621
	Iteration 18Q: 3 clusters Score -7605108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56561 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7605115.500000 Penalty: 5431.286621
	Iteration 19Q: 3 clusters Score -7605116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56555 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7605122.500000 Penalty: 5431.286621
	Iteration 20F: 3 clusters Score -7605122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56555 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7605138.000000 Penalty: 5431.286621
	Iteration 21Q: 3 clusters Score -7605138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56550 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7605146.500000 Penalty: 5431.286621
	Iteration 22Q: 3 clusters Score -7605146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56543 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -7605152.500000 Penalty: 5431.286621
	Iteration 23Q: 3 clusters Score -7605152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56536 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7605178.500000 Penalty: 5431.286621
	Iteration 24Q: 3 clusters Score -7605178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56539 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7605178.000000 Penalty: 5431.286621
	Iteration 25Q: 3 clusters Score -7605178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56538 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7605186.000000 Penalty: 5431.286621
	Iteration 26Q: 3 clusters Score -7605186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56538 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7605183.000000 Penalty: 5431.286621
	Iteration 27Q: 3 clusters Score -7605183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56537 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -7605179.000000 Penalty: 5431.286621
	Iteration 28Q: 3 clusters Score -7605179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56531 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7605202.500000 Penalty: 5431.286621
	Iteration 29Q: 3 clusters Score -7605202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56525 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7605212.500000 Penalty: 5431.286621
	Iteration 30Q: 3 clusters Score -7605212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56522 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7605220.000000 Penalty: 5431.286621
	Iteration 31Q: 3 clusters Score -7605220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56518 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7605231.000000 Penalty: 5431.286621
	Iteration 32Q: 3 clusters Score -7605231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7605228.000000 Penalty: 5431.286621
	Iteration 33Q: 3 clusters Score -7605228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7605223.500000 Penalty: 5431.286621
	Iteration 34Q: 3 clusters Score -7605224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56513 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7605239.500000 Penalty: 5431.286621
	Iteration 35Q: 3 clusters Score -7605240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56510 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7605242.500000 Penalty: 5431.286621
	Iteration 36Q: 3 clusters Score -7605242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7605239.500000 Penalty: 5431.286621
	Iteration 37Q: 3 clusters Score -7605240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7605255.000000 Penalty: 5431.286621
	Iteration 38Q: 3 clusters Score -7605255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7605282.500000 Penalty: 5431.286621
	Iteration 39Q: 3 clusters Score -7605282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56503 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7605290.500000 Penalty: 5431.286621
	Iteration 40F: 3 clusters Score -7605290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7605317.500000 Penalty: 5431.286621
	Iteration 41Q: 3 clusters Score -7605318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7605320.000000 Penalty: 5431.286621
	Iteration 42Q: 3 clusters Score -7605320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7605333.000000 Penalty: 5431.286621
	Iteration 43Q: 3 clusters Score -7605333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56458 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7605340.500000 Penalty: 5431.286621
	Iteration 44Q: 3 clusters Score -7605340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56460 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7605345.500000 Penalty: 5431.286621
	Iteration 45Q: 3 clusters Score -7605346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7605357.000000 Penalty: 5431.286621
	Iteration 46Q: 3 clusters Score -7605357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7605355.500000 Penalty: 5431.286621
	Iteration 47Q: 3 clusters Score -7605356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56469 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7605362.000000 Penalty: 5431.286621
	Iteration 48Q: 3 clusters Score -7605362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7605374.500000 Penalty: 5431.286621
	Iteration 49Q: 3 clusters Score -7605374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7605377.500000 Penalty: 5431.286621
	Iteration 50Q: 3 clusters Score -7605378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7605374.500000 Penalty: 5431.286621
	Iteration 51Q: 3 clusters Score -7605374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7605380.000000 Penalty: 5431.286621
	Iteration 52Q: 3 clusters Score -7605380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7605387.000000 Penalty: 5431.286621
	Iteration 53Q: 3 clusters Score -7605387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7605393.500000 Penalty: 5431.286621
	Iteration 54Q: 3 clusters Score -7605394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7605388.500000 Penalty: 5431.286621
	Iteration 55Q: 3 clusters Score -7605388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7605389.000000 Penalty: 5431.286621
	Iteration 56Q: 3 clusters Score -7605389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7605389.000000 Penalty: 5431.286621
	Iteration 57F: 3 clusters Score -7605389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -91241.039062 Penalty: 1626.784546
	Iteration 0F: 2 clusters Score -91241.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -89537.726562 Penalty: 3253.569092
	Iteration 0F: 3 clusters Score -89537.73 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -89726.062500 Penalty: 3253.569092
	Iteration 1F: 3 clusters Score -89726.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -89762.140625 Penalty: 3253.569092
	Iteration 2Q: 3 clusters Score -89762.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -89784.140625 Penalty: 3253.569092
	Iteration 3Q: 3 clusters Score -89784.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -89793.875000 Penalty: 3253.569092
	Iteration 4Q: 3 clusters Score -89793.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -89812.140625 Penalty: 3253.569092
	Iteration 5Q: 3 clusters Score -89812.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -89817.343750 Penalty: 3253.569092
	Iteration 6Q: 3 clusters Score -89817.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -89820.617188 Penalty: 3253.569092
	Iteration 7Q: 3 clusters Score -89820.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -89821.984375 Penalty: 3253.569092
	Iteration 8Q: 3 clusters Score -89821.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -89821.984375 Penalty: 3253.569092
	Iteration 9F: 3 clusters Score -89821.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (102569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102569 members 
Entering Unmasked Estep 
Score: -13280502.000000 Penalty: 2861.496094
	Iteration 0F: 2 clusters Score -1.32805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -13212141.000000 Penalty: 5722.992188
	Iteration 0F: 3 clusters Score -1.321214e+07 nChanged 48607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 52259 members 
Entering Unmasked Estep 
Score: -13239233.000000 Penalty: 5722.992188
	Iteration 1F: 3 clusters Score -1.323923e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -13239765.000000 Penalty: 5722.992188
	Iteration 2Q: 3 clusters Score -1.323976e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 54217 members 
Entering Unmasked Estep 
Score: -13240507.000000 Penalty: 5722.992188
	Iteration 3Q: 3 clusters Score -1.324051e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -13241401.000000 Penalty: 5722.992188
	Iteration 4Q: 3 clusters Score -1.32414e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 59296 members 
Entering Unmasked Estep 
Score: -13242826.000000 Penalty: 5722.992188
	Iteration 5Q: 3 clusters Score -1.324283e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 64035 members 
Entering Unmasked Estep 
Score: -13245761.000000 Penalty: 5722.992188
	Iteration 6F: 3 clusters Score -1.324576e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 70538 members 
Entering Unmasked Estep 
Score: -13251014.000000 Penalty: 5722.992188
	Iteration 7F: 3 clusters Score -1.325101e+07 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 78100 members 
Entering Unmasked Estep 
Score: -13258177.000000 Penalty: 5722.992188
	Iteration 8F: 3 clusters Score -1.325818e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 85210 members 
Entering Unmasked Estep 
Score: -13265174.000000 Penalty: 5722.992188
	Iteration 9F: 3 clusters Score -1.326517e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 90753 members 
Entering Unmasked Estep 
Score: -13270427.000000 Penalty: 5722.992188
	Iteration 10F: 3 clusters Score -1.327043e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 94813 members 
Entering Unmasked Estep 
Score: -13273899.000000 Penalty: 5722.992188
	Iteration 11Q: 3 clusters Score -1.32739e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 97540 members 
Entering Unmasked Estep 
Score: -13276118.000000 Penalty: 5722.992188
	Iteration 12Q: 3 clusters Score -1.327612e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 99210 members 
Entering Unmasked Estep 
Score: -13277173.000000 Penalty: 5722.992188
	Iteration 13Q: 3 clusters Score -1.327717e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 100175 members 
Entering Unmasked Estep 
Score: -13277790.000000 Penalty: 5722.992188
	Iteration 14Q: 3 clusters Score -1.327779e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 100796 members 
Entering Unmasked Estep 
Score: -13278091.000000 Penalty: 5722.992188
	Iteration 15Q: 3 clusters Score -1.327809e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 101146 members 
Entering Unmasked Estep 
Score: -13278280.000000 Penalty: 5722.992188
	Iteration 16Q: 3 clusters Score -1.327828e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 101335 members 
Entering Unmasked Estep 
Score: -13278384.000000 Penalty: 5722.992188
	Iteration 17Q: 3 clusters Score -1.327838e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 101443 members 
Entering Unmasked Estep 
Score: -13278446.000000 Penalty: 5722.992188
	Iteration 18Q: 3 clusters Score -1.327845e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 101519 members 
Entering Unmasked Estep 
Score: -13278452.000000 Penalty: 5722.992188
	Iteration 19Q: 3 clusters Score -1.327845e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 101574 members 
Entering Unmasked Estep 
Score: -13278474.000000 Penalty: 5722.992188
	Iteration 20F: 3 clusters Score -1.327847e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 101606 members 
Entering Unmasked Estep 
Score: -13278493.000000 Penalty: 5722.992188
	Iteration 21Q: 3 clusters Score -1.327849e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 101630 members 
Entering Unmasked Estep 
Score: -13278515.000000 Penalty: 5722.992188
	Iteration 22Q: 3 clusters Score -1.327852e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 101653 members 
Entering Unmasked Estep 
Score: -13278528.000000 Penalty: 5722.992188
	Iteration 23Q: 3 clusters Score -1.327853e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 101671 members 
Entering Unmasked Estep 
Score: -13278527.000000 Penalty: 5722.992188
	Iteration 24Q: 3 clusters Score -1.327853e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 101686 members 
Entering Unmasked Estep 
Score: -13278537.000000 Penalty: 5722.992188
	Iteration 25Q: 3 clusters Score -1.327854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 101691 members 
Entering Unmasked Estep 
Score: -13278535.000000 Penalty: 5722.992188
	Iteration 26Q: 3 clusters Score -1.327854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 101696 members 
Entering Unmasked Estep 
Score: -13278527.000000 Penalty: 5722.992188
	Iteration 27Q: 3 clusters Score -1.327853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 101700 members 
Entering Unmasked Estep 
Score: -13278549.000000 Penalty: 5722.992188
	Iteration 28Q: 3 clusters Score -1.327855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 101706 members 
Entering Unmasked Estep 
Score: -13278559.000000 Penalty: 5722.992188
	Iteration 29Q: 3 clusters Score -1.327856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 101710 members 
Entering Unmasked Estep 
Score: -13278557.000000 Penalty: 5722.992188
	Iteration 30Q: 3 clusters Score -1.327856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 101714 members 
Entering Unmasked Estep 
Score: -13278550.000000 Penalty: 5722.992188
	Iteration 31Q: 3 clusters Score -1.327855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 101715 members 
Entering Unmasked Estep 
Score: -13278558.000000 Penalty: 5722.992188
	Iteration 32Q: 3 clusters Score -1.327856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 101716 members 
Entering Unmasked Estep 
Score: -13278558.000000 Penalty: 5722.992188
	Iteration 33Q: 3 clusters Score -1.327856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 101718 members 
Entering Unmasked Estep 
Score: -13278558.000000 Penalty: 5722.992188
	Iteration 34Q: 3 clusters Score -1.327856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 101718 members 
Entering Unmasked Estep 
Score: -13278558.000000 Penalty: 5722.992188
	Iteration 35F: 3 clusters Score -1.327856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Entering Unmasked Estep 
Score: -1149057.625000 Penalty: 2259.052490
	Iteration 0F: 2 clusters Score -1149058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1142104.500000 Penalty: 4518.104980
	Iteration 0F: 3 clusters Score -1142104 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1144276.125000 Penalty: 4518.104980
	Iteration 1F: 3 clusters Score -1144276 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1144846.750000 Penalty: 4518.104980
	Iteration 2F: 3 clusters Score -1144847 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1145342.125000 Penalty: 4518.104980
	Iteration 3F: 3 clusters Score -1145342 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1145823.000000 Penalty: 4518.104980
	Iteration 4F: 3 clusters Score -1145823 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1146312.000000 Penalty: 4518.104980
	Iteration 5F: 3 clusters Score -1146312 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1146828.875000 Penalty: 4518.104980
	Iteration 6F: 3 clusters Score -1146829 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1147272.500000 Penalty: 4518.104980
	Iteration 7F: 3 clusters Score -1147272 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1147524.000000 Penalty: 4518.104980
	Iteration 8Q: 3 clusters Score -1147524 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1147638.875000 Penalty: 4518.104980
	Iteration 9Q: 3 clusters Score -1147639 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1147720.125000 Penalty: 4518.104980
	Iteration 10Q: 3 clusters Score -1147720 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1147786.250000 Penalty: 4518.104980
	Iteration 11Q: 3 clusters Score -1147786 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1147826.000000 Penalty: 4518.104980
	Iteration 12Q: 3 clusters Score -1147826 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1147854.625000 Penalty: 4518.104980
	Iteration 13Q: 3 clusters Score -1147855 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1147877.750000 Penalty: 4518.104980
	Iteration 14Q: 3 clusters Score -1147878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1147892.500000 Penalty: 4518.104980
	Iteration 15Q: 3 clusters Score -1147892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1147903.875000 Penalty: 4518.104980
	Iteration 16Q: 3 clusters Score -1147904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1147912.625000 Penalty: 4518.104980
	Iteration 17Q: 3 clusters Score -1147913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1147926.250000 Penalty: 4518.104980
	Iteration 18Q: 3 clusters Score -1147926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1147930.500000 Penalty: 4518.104980
	Iteration 19Q: 3 clusters Score -1147930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1147937.875000 Penalty: 4518.104980
	Iteration 20F: 3 clusters Score -1147938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1147943.250000 Penalty: 4518.104980
	Iteration 21Q: 3 clusters Score -1147943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1147951.500000 Penalty: 4518.104980
	Iteration 22Q: 3 clusters Score -1147952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1147955.250000 Penalty: 4518.104980
	Iteration 23Q: 3 clusters Score -1147955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1147959.750000 Penalty: 4518.104980
	Iteration 24Q: 3 clusters Score -1147960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1147961.250000 Penalty: 4518.104980
	Iteration 25Q: 3 clusters Score -1147961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1147962.750000 Penalty: 4518.104980
	Iteration 26Q: 3 clusters Score -1147963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1147963.000000 Penalty: 4518.104980
	Iteration 27Q: 3 clusters Score -1147963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1147962.250000 Penalty: 4518.104980
	Iteration 28Q: 3 clusters Score -1147962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1147961.500000 Penalty: 4518.104980
	Iteration 29Q: 3 clusters Score -1147962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1147961.500000 Penalty: 4518.104980
	Iteration 30F: 3 clusters Score -1147962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -32336.357422 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -32336.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31204.552734 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -31204.55 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31637.013672 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -31637.01 nChanged 30
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: -31898.724609 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -31898.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32305.031250 Penalty: 2868.777344
	Iteration 3F: 3 clusters Score -32305.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32637.503906 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -32637.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32861.117188 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -32861.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32914.343750 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -32914.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32930.488281 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -32930.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32943.917969 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -32943.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32962.636719 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -32962.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32962.636719 Penalty: 2868.777344
	Iteration 10F: 3 clusters Score -32962.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 63287 members 
Mstep: Class 3 contains 188656 members 
Mstep: Class 4 contains 56964 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 102569 members 
Mstep: Class 7 contains 9037 members 
Mstep: Class 8 contains 137 members 
Mstep: Class 9 contains 111586 members 
Mstep: Class 10 contains 174956 members 
Mstep: Class 11 contains 4801 members 
Mstep: Class 12 contains 11744 members 
Mstep: Class 13 contains 169313 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52427 members 
Mstep: Class 17 contains 75348 members 
Mstep: Class 18 contains 174358 members 
Mstep: Class 19 contains 178306 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 23 contains 188 members 
Entering Unmasked Estep 
Score: -180414320.000000 Penalty: 80642.937500
Splitting cluster 8 changes total score from -180415504.000000 to -180414320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (111586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111586 members 
Entering Unmasked Estep 
Score: -14996395.000000 Penalty: 2882.392578
	Iteration 0F: 2 clusters Score -1.49964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 55868 members 
Entering Unmasked Estep 
Score: -14921924.000000 Penalty: 5764.785156
	Iteration 0F: 3 clusters Score -1.492192e+07 nChanged 53138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56018 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
Score: -14952602.000000 Penalty: 5764.785156
	Iteration 1F: 3 clusters Score -1.49526e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56534 members 
Mstep: Class 2 contains 55052 members 
Entering Unmasked Estep 
Score: -14953718.000000 Penalty: 5764.785156
	Iteration 2Q: 3 clusters Score -1.495372e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57543 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -14955244.000000 Penalty: 5764.785156
	Iteration 3Q: 3 clusters Score -1.495524e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 52467 members 
Entering Unmasked Estep 
Score: -14957369.000000 Penalty: 5764.785156
	Iteration 4Q: 3 clusters Score -1.495737e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61127 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -14960168.000000 Penalty: 5764.785156
	Iteration 5F: 3 clusters Score -1.496017e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 48021 members 
Entering Unmasked Estep 
Score: -14963429.000000 Penalty: 5764.785156
	Iteration 6F: 3 clusters Score -1.496343e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66311 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -14966984.000000 Penalty: 5764.785156
	Iteration 7F: 3 clusters Score -1.496698e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69352 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -14970415.000000 Penalty: 5764.785156
	Iteration 8F: 3 clusters Score -1.497042e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72781 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -14973527.000000 Penalty: 5764.785156
	Iteration 9F: 3 clusters Score -1.497353e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76519 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -14976322.000000 Penalty: 5764.785156
	Iteration 10F: 3 clusters Score -1.497632e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80571 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -14979099.000000 Penalty: 5764.785156
	Iteration 11Q: 3 clusters Score -1.49791e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84865 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -14981912.000000 Penalty: 5764.785156
	Iteration 12Q: 3 clusters Score -1.498191e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89186 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -14984963.000000 Penalty: 5764.785156
	Iteration 13Q: 3 clusters Score -1.498496e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93090 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -14987597.000000 Penalty: 5764.785156
	Iteration 14Q: 3 clusters Score -1.49876e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96113 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -14989748.000000 Penalty: 5764.785156
	Iteration 15Q: 3 clusters Score -1.498975e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98415 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -14991292.000000 Penalty: 5764.785156
	Iteration 16Q: 3 clusters Score -1.499129e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100152 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -14992326.000000 Penalty: 5764.785156
	Iteration 17Q: 3 clusters Score -1.499233e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101520 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -14993052.000000 Penalty: 5764.785156
	Iteration 18Q: 3 clusters Score -1.499305e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102623 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -14993450.000000 Penalty: 5764.785156
	Iteration 19Q: 3 clusters Score -1.499345e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103560 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -14993760.000000 Penalty: 5764.785156
	Iteration 20F: 3 clusters Score -1.499376e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104338 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -14994002.000000 Penalty: 5764.785156
	Iteration 21Q: 3 clusters Score -1.4994e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105037 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -14994221.000000 Penalty: 5764.785156
	Iteration 22Q: 3 clusters Score -1.499422e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105605 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -14994355.000000 Penalty: 5764.785156
	Iteration 23Q: 3 clusters Score -1.499436e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106133 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -14994494.000000 Penalty: 5764.785156
	Iteration 24Q: 3 clusters Score -1.499449e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106612 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -14994617.000000 Penalty: 5764.785156
	Iteration 25Q: 3 clusters Score -1.499462e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107002 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -14994674.000000 Penalty: 5764.785156
	Iteration 26Q: 3 clusters Score -1.499467e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107349 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -14994732.000000 Penalty: 5764.785156
	Iteration 27Q: 3 clusters Score -1.499473e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107645 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -14994847.000000 Penalty: 5764.785156
	Iteration 28Q: 3 clusters Score -1.499485e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107929 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -14994978.000000 Penalty: 5764.785156
	Iteration 29Q: 3 clusters Score -1.499498e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108203 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -14995055.000000 Penalty: 5764.785156
	Iteration 30Q: 3 clusters Score -1.499506e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108450 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -14995151.000000 Penalty: 5764.785156
	Iteration 31Q: 3 clusters Score -1.499515e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108681 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -14995143.000000 Penalty: 5764.785156
	Iteration 32Q: 3 clusters Score -1.499514e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108869 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -14995220.000000 Penalty: 5764.785156
	Iteration 33Q: 3 clusters Score -1.499522e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109031 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -14995231.000000 Penalty: 5764.785156
	Iteration 34Q: 3 clusters Score -1.499523e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109169 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -14995265.000000 Penalty: 5764.785156
	Iteration 35Q: 3 clusters Score -1.499526e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109282 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -14995297.000000 Penalty: 5764.785156
	Iteration 36Q: 3 clusters Score -1.49953e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109369 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -14995320.000000 Penalty: 5764.785156
	Iteration 37Q: 3 clusters Score -1.499532e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109456 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -14995340.000000 Penalty: 5764.785156
	Iteration 38Q: 3 clusters Score -1.499534e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109538 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -14995340.000000 Penalty: 5764.785156
	Iteration 39Q: 3 clusters Score -1.499534e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109599 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -14995338.000000 Penalty: 5764.785156
	Iteration 40F: 3 clusters Score -1.499534e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109641 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -14995350.000000 Penalty: 5764.785156
	Iteration 41Q: 3 clusters Score -1.499535e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109677 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -14995351.000000 Penalty: 5764.785156
	Iteration 42Q: 3 clusters Score -1.499535e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109711 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -14995371.000000 Penalty: 5764.785156
	Iteration 43Q: 3 clusters Score -1.499537e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109741 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -14995368.000000 Penalty: 5764.785156
	Iteration 44Q: 3 clusters Score -1.499537e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109769 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -14995363.000000 Penalty: 5764.785156
	Iteration 45Q: 3 clusters Score -1.499536e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109796 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -14995354.000000 Penalty: 5764.785156
	Iteration 46Q: 3 clusters Score -1.499535e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109821 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -14995348.000000 Penalty: 5764.785156
	Iteration 47Q: 3 clusters Score -1.499535e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109839 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -14995353.000000 Penalty: 5764.785156
	Iteration 48Q: 3 clusters Score -1.499535e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109858 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -14995344.000000 Penalty: 5764.785156
	Iteration 49Q: 3 clusters Score -1.499534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109875 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -14995358.000000 Penalty: 5764.785156
	Iteration 50Q: 3 clusters Score -1.499536e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109895 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -14995352.000000 Penalty: 5764.785156
	Iteration 51Q: 3 clusters Score -1.499535e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109915 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -14995366.000000 Penalty: 5764.785156
	Iteration 52Q: 3 clusters Score -1.499537e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109933 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -14995366.000000 Penalty: 5764.785156
	Iteration 53Q: 3 clusters Score -1.499537e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109953 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -14995383.000000 Penalty: 5764.785156
	Iteration 54Q: 3 clusters Score -1.499538e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109970 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -14995383.000000 Penalty: 5764.785156
	Iteration 55Q: 3 clusters Score -1.499538e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109987 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -14995375.000000 Penalty: 5764.785156
	Iteration 56Q: 3 clusters Score -1.499538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110002 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -14995378.000000 Penalty: 5764.785156
	Iteration 57Q: 3 clusters Score -1.499538e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110013 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -14995382.000000 Penalty: 5764.785156
	Iteration 58Q: 3 clusters Score -1.499538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110022 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -14995395.000000 Penalty: 5764.785156
	Iteration 59Q: 3 clusters Score -1.49954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110026 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -14995395.000000 Penalty: 5764.785156
	Iteration 60F: 3 clusters Score -1.49954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110030 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -14995401.000000 Penalty: 5764.785156
	Iteration 61Q: 3 clusters Score -1.49954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110036 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -14995400.000000 Penalty: 5764.785156
	Iteration 62Q: 3 clusters Score -1.49954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110040 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -14995400.000000 Penalty: 5764.785156
	Iteration 63Q: 3 clusters Score -1.49954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110042 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -14995402.000000 Penalty: 5764.785156
	Iteration 64Q: 3 clusters Score -1.49954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110045 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -14995400.000000 Penalty: 5764.785156
	Iteration 65Q: 3 clusters Score -1.49954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110048 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -14995404.000000 Penalty: 5764.785156
	Iteration 66Q: 3 clusters Score -1.49954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110050 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -14995398.000000 Penalty: 5764.785156
	Iteration 67Q: 3 clusters Score -1.49954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110053 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -14995414.000000 Penalty: 5764.785156
	Iteration 68Q: 3 clusters Score -1.499541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110055 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -14995411.000000 Penalty: 5764.785156
	Iteration 69Q: 3 clusters Score -1.499541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110057 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -14995409.000000 Penalty: 5764.785156
	Iteration 70Q: 3 clusters Score -1.499541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110060 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -14995400.000000 Penalty: 5764.785156
	Iteration 71Q: 3 clusters Score -1.49954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110061 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -14995394.000000 Penalty: 5764.785156
	Iteration 72Q: 3 clusters Score -1.499539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110064 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -14995404.000000 Penalty: 5764.785156
	Iteration 73Q: 3 clusters Score -1.49954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110067 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -14995403.000000 Penalty: 5764.785156
	Iteration 74Q: 3 clusters Score -1.49954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110069 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -14995403.000000 Penalty: 5764.785156
	Iteration 75Q: 3 clusters Score -1.49954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110072 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -14995392.000000 Penalty: 5764.785156
	Iteration 76Q: 3 clusters Score -1.499539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110072 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -14995392.000000 Penalty: 5764.785156
	Iteration 77F: 3 clusters Score -1.499539e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (174956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174956 members 
Entering Unmasked Estep 
Score: -23247854.000000 Penalty: 2993.927734
	Iteration 0F: 2 clusters Score -2.324785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87730 members 
Mstep: Class 2 contains 87226 members 
Entering Unmasked Estep 
Score: -23134538.000000 Penalty: 5987.855469
	Iteration 0F: 3 clusters Score -2.313454e+07 nChanged 83656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91428 members 
Mstep: Class 2 contains 83528 members 
Entering Unmasked Estep 
Score: -23184728.000000 Penalty: 5987.855469
	Iteration 1F: 3 clusters Score -2.318473e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93567 members 
Mstep: Class 2 contains 81389 members 
Entering Unmasked Estep 
Score: -23187468.000000 Penalty: 5987.855469
	Iteration 2Q: 3 clusters Score -2.318747e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96243 members 
Mstep: Class 2 contains 78713 members 
Entering Unmasked Estep 
Score: -23191950.000000 Penalty: 5987.855469
	Iteration 3Q: 3 clusters Score -2.319195e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99155 members 
Mstep: Class 2 contains 75801 members 
Entering Unmasked Estep 
Score: -23197970.000000 Penalty: 5987.855469
	Iteration 4F: 3 clusters Score -2.319797e+07 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101838 members 
Mstep: Class 2 contains 73118 members 
Entering Unmasked Estep 
Score: -23206040.000000 Penalty: 5987.855469
	Iteration 5F: 3 clusters Score -2.320604e+07 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103774 members 
Mstep: Class 2 contains 71182 members 
Entering Unmasked Estep 
Score: -23214990.000000 Penalty: 5987.855469
	Iteration 6F: 3 clusters Score -2.321499e+07 nChanged 10968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104714 members 
Mstep: Class 2 contains 70242 members 
Entering Unmasked Estep 
Score: -23221970.000000 Penalty: 5987.855469
	Iteration 7F: 3 clusters Score -2.322197e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105316 members 
Mstep: Class 2 contains 69640 members 
Entering Unmasked Estep 
Score: -23225120.000000 Penalty: 5987.855469
	Iteration 8Q: 3 clusters Score -2.322512e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105885 members 
Mstep: Class 2 contains 69071 members 
Entering Unmasked Estep 
Score: -23226178.000000 Penalty: 5987.855469
	Iteration 9Q: 3 clusters Score -2.322618e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106446 members 
Mstep: Class 2 contains 68510 members 
Entering Unmasked Estep 
Score: -23226726.000000 Penalty: 5987.855469
	Iteration 10Q: 3 clusters Score -2.322673e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107014 members 
Mstep: Class 2 contains 67942 members 
Entering Unmasked Estep 
Score: -23227098.000000 Penalty: 5987.855469
	Iteration 11Q: 3 clusters Score -2.32271e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107604 members 
Mstep: Class 2 contains 67352 members 
Entering Unmasked Estep 
Score: -23227350.000000 Penalty: 5987.855469
	Iteration 12Q: 3 clusters Score -2.322735e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108175 members 
Mstep: Class 2 contains 66781 members 
Entering Unmasked Estep 
Score: -23227680.000000 Penalty: 5987.855469
	Iteration 13Q: 3 clusters Score -2.322768e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108804 members 
Mstep: Class 2 contains 66152 members 
Entering Unmasked Estep 
Score: -23228086.000000 Penalty: 5987.855469
	Iteration 14Q: 3 clusters Score -2.322809e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109389 members 
Mstep: Class 2 contains 65567 members 
Entering Unmasked Estep 
Score: -23228328.000000 Penalty: 5987.855469
	Iteration 15Q: 3 clusters Score -2.322833e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109932 members 
Mstep: Class 2 contains 65024 members 
Entering Unmasked Estep 
Score: -23228574.000000 Penalty: 5987.855469
	Iteration 16Q: 3 clusters Score -2.322857e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110489 members 
Mstep: Class 2 contains 64467 members 
Entering Unmasked Estep 
Score: -23228740.000000 Penalty: 5987.855469
	Iteration 17Q: 3 clusters Score -2.322874e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111072 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -23228902.000000 Penalty: 5987.855469
	Iteration 18Q: 3 clusters Score -2.32289e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111636 members 
Mstep: Class 2 contains 63320 members 
Entering Unmasked Estep 
Score: -23229094.000000 Penalty: 5987.855469
	Iteration 19Q: 3 clusters Score -2.322909e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112260 members 
Mstep: Class 2 contains 62696 members 
Entering Unmasked Estep 
Score: -23229272.000000 Penalty: 5987.855469
	Iteration 20F: 3 clusters Score -2.322927e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112806 members 
Mstep: Class 2 contains 62150 members 
Entering Unmasked Estep 
Score: -23229352.000000 Penalty: 5987.855469
	Iteration 21Q: 3 clusters Score -2.322935e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113401 members 
Mstep: Class 2 contains 61555 members 
Entering Unmasked Estep 
Score: -23229524.000000 Penalty: 5987.855469
	Iteration 22Q: 3 clusters Score -2.322952e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114001 members 
Mstep: Class 2 contains 60955 members 
Entering Unmasked Estep 
Score: -23229674.000000 Penalty: 5987.855469
	Iteration 23Q: 3 clusters Score -2.322967e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114696 members 
Mstep: Class 2 contains 60260 members 
Entering Unmasked Estep 
Score: -23229808.000000 Penalty: 5987.855469
	Iteration 24Q: 3 clusters Score -2.322981e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115437 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -23230066.000000 Penalty: 5987.855469
	Iteration 25Q: 3 clusters Score -2.323007e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116240 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -23230224.000000 Penalty: 5987.855469
	Iteration 26Q: 3 clusters Score -2.323022e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117091 members 
Mstep: Class 2 contains 57865 members 
Entering Unmasked Estep 
Score: -23230396.000000 Penalty: 5987.855469
	Iteration 27Q: 3 clusters Score -2.32304e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118062 members 
Mstep: Class 2 contains 56894 members 
Entering Unmasked Estep 
Score: -23230670.000000 Penalty: 5987.855469
	Iteration 28Q: 3 clusters Score -2.323067e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119055 members 
Mstep: Class 2 contains 55901 members 
Entering Unmasked Estep 
Score: -23230722.000000 Penalty: 5987.855469
	Iteration 29Q: 3 clusters Score -2.323072e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120069 members 
Mstep: Class 2 contains 54887 members 
Entering Unmasked Estep 
Score: -23230888.000000 Penalty: 5987.855469
	Iteration 30Q: 3 clusters Score -2.323089e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121162 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -23231132.000000 Penalty: 5987.855469
	Iteration 31Q: 3 clusters Score -2.323113e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122353 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -23231406.000000 Penalty: 5987.855469
	Iteration 32Q: 3 clusters Score -2.323141e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123649 members 
Mstep: Class 2 contains 51307 members 
Entering Unmasked Estep 
Score: -23231640.000000 Penalty: 5987.855469
	Iteration 33Q: 3 clusters Score -2.323164e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125015 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -23231870.000000 Penalty: 5987.855469
	Iteration 34Q: 3 clusters Score -2.323187e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126474 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -23232216.000000 Penalty: 5987.855469
	Iteration 35Q: 3 clusters Score -2.323222e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128104 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -23232546.000000 Penalty: 5987.855469
	Iteration 36Q: 3 clusters Score -2.323255e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129871 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -23233032.000000 Penalty: 5987.855469
	Iteration 37Q: 3 clusters Score -2.323303e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131803 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -23233506.000000 Penalty: 5987.855469
	Iteration 38Q: 3 clusters Score -2.323351e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133839 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -23233996.000000 Penalty: 5987.855469
	Iteration 39Q: 3 clusters Score -2.3234e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135966 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -23234654.000000 Penalty: 5987.855469
	Iteration 40F: 3 clusters Score -2.323465e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138232 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -23235294.000000 Penalty: 5987.855469
	Iteration 41Q: 3 clusters Score -2.323529e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140625 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -23235938.000000 Penalty: 5987.855469
	Iteration 42Q: 3 clusters Score -2.323594e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143150 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -23236590.000000 Penalty: 5987.855469
	Iteration 43Q: 3 clusters Score -2.323659e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145672 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -23237376.000000 Penalty: 5987.855469
	Iteration 44Q: 3 clusters Score -2.323738e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148195 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -23238212.000000 Penalty: 5987.855469
	Iteration 45Q: 3 clusters Score -2.323821e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150648 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -23239136.000000 Penalty: 5987.855469
	Iteration 46Q: 3 clusters Score -2.323914e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153029 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -23239928.000000 Penalty: 5987.855469
	Iteration 47Q: 3 clusters Score -2.323993e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155268 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -23240664.000000 Penalty: 5987.855469
	Iteration 48Q: 3 clusters Score -2.324066e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157394 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -23241562.000000 Penalty: 5987.855469
	Iteration 49Q: 3 clusters Score -2.324156e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159360 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -23242218.000000 Penalty: 5987.855469
	Iteration 50Q: 3 clusters Score -2.324222e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161165 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -23242832.000000 Penalty: 5987.855469
	Iteration 51Q: 3 clusters Score -2.324283e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162856 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -23243446.000000 Penalty: 5987.855469
	Iteration 52Q: 3 clusters Score -2.324345e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164300 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -23243832.000000 Penalty: 5987.855469
	Iteration 53Q: 3 clusters Score -2.324383e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165607 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -23243934.000000 Penalty: 5987.855469
	Iteration 54Q: 3 clusters Score -2.324393e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166843 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -23244212.000000 Penalty: 5987.855469
	Iteration 55Q: 3 clusters Score -2.324421e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167863 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -23244452.000000 Penalty: 5987.855469
	Iteration 56Q: 3 clusters Score -2.324445e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168728 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -23244754.000000 Penalty: 5987.855469
	Iteration 57Q: 3 clusters Score -2.324475e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169458 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -23245014.000000 Penalty: 5987.855469
	Iteration 58Q: 3 clusters Score -2.324501e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170073 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -23245220.000000 Penalty: 5987.855469
	Iteration 59Q: 3 clusters Score -2.324522e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170541 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -23245322.000000 Penalty: 5987.855469
	Iteration 60F: 3 clusters Score -2.324532e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170926 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -23245462.000000 Penalty: 5987.855469
	Iteration 61Q: 3 clusters Score -2.324546e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171260 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -23245552.000000 Penalty: 5987.855469
	Iteration 62Q: 3 clusters Score -2.324555e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171522 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -23245636.000000 Penalty: 5987.855469
	Iteration 63Q: 3 clusters Score -2.324564e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171731 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -23245668.000000 Penalty: 5987.855469
	Iteration 64Q: 3 clusters Score -2.324567e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171927 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -23245706.000000 Penalty: 5987.855469
	Iteration 65Q: 3 clusters Score -2.324571e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172077 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -23245728.000000 Penalty: 5987.855469
	Iteration 66Q: 3 clusters Score -2.324573e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172194 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -23245766.000000 Penalty: 5987.855469
	Iteration 67Q: 3 clusters Score -2.324577e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172294 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -23245744.000000 Penalty: 5987.855469
	Iteration 68Q: 3 clusters Score -2.324574e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172371 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -23245784.000000 Penalty: 5987.855469
	Iteration 69Q: 3 clusters Score -2.324578e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172435 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -23245752.000000 Penalty: 5987.855469
	Iteration 70Q: 3 clusters Score -2.324575e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172514 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -23245754.000000 Penalty: 5987.855469
	Iteration 71Q: 3 clusters Score -2.324575e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172574 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -23245764.000000 Penalty: 5987.855469
	Iteration 72Q: 3 clusters Score -2.324576e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172617 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -23245758.000000 Penalty: 5987.855469
	Iteration 73Q: 3 clusters Score -2.324576e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172657 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -23245774.000000 Penalty: 5987.855469
	Iteration 74Q: 3 clusters Score -2.324577e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172690 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -23245790.000000 Penalty: 5987.855469
	Iteration 75Q: 3 clusters Score -2.324579e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172723 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -23245798.000000 Penalty: 5987.855469
	Iteration 76Q: 3 clusters Score -2.32458e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172747 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -23245772.000000 Penalty: 5987.855469
	Iteration 77Q: 3 clusters Score -2.324577e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172768 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -23245770.000000 Penalty: 5987.855469
	Iteration 78Q: 3 clusters Score -2.324577e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172791 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -23245742.000000 Penalty: 5987.855469
	Iteration 79Q: 3 clusters Score -2.324574e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172806 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -23245752.000000 Penalty: 5987.855469
	Iteration 80F: 3 clusters Score -2.324575e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172825 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -23245750.000000 Penalty: 5987.855469
	Iteration 81Q: 3 clusters Score -2.324575e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172847 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -23245734.000000 Penalty: 5987.855469
	Iteration 82Q: 3 clusters Score -2.324573e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172864 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -23245742.000000 Penalty: 5987.855469
	Iteration 83Q: 3 clusters Score -2.324574e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172876 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -23245778.000000 Penalty: 5987.855469
	Iteration 84Q: 3 clusters Score -2.324578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172884 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -23245754.000000 Penalty: 5987.855469
	Iteration 85Q: 3 clusters Score -2.324575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172888 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -23245754.000000 Penalty: 5987.855469
	Iteration 86Q: 3 clusters Score -2.324575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172890 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -23245752.000000 Penalty: 5987.855469
	Iteration 87Q: 3 clusters Score -2.324575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172898 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -23245746.000000 Penalty: 5987.855469
	Iteration 88Q: 3 clusters Score -2.324575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172907 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -23245740.000000 Penalty: 5987.855469
	Iteration 89Q: 3 clusters Score -2.324574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172911 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -23245732.000000 Penalty: 5987.855469
	Iteration 90Q: 3 clusters Score -2.324573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172917 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -23245738.000000 Penalty: 5987.855469
	Iteration 91Q: 3 clusters Score -2.324574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172915 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -23245734.000000 Penalty: 5987.855469
	Iteration 92Q: 3 clusters Score -2.324573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172918 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -23245720.000000 Penalty: 5987.855469
	Iteration 93Q: 3 clusters Score -2.324572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172922 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -23245718.000000 Penalty: 5987.855469
	Iteration 94Q: 3 clusters Score -2.324572e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172924 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -23245732.000000 Penalty: 5987.855469
	Iteration 95Q: 3 clusters Score -2.324573e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172931 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -23245748.000000 Penalty: 5987.855469
	Iteration 96Q: 3 clusters Score -2.324575e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172934 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -23245732.000000 Penalty: 5987.855469
	Iteration 97Q: 3 clusters Score -2.324573e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172940 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -23245740.000000 Penalty: 5987.855469
	Iteration 98Q: 3 clusters Score -2.324574e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172948 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -23245730.000000 Penalty: 5987.855469
	Iteration 99Q: 3 clusters Score -2.324573e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172953 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -23245752.000000 Penalty: 5987.855469
	Iteration 100F: 3 clusters Score -2.324575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172954 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -23245750.000000 Penalty: 5987.855469
	Iteration 101Q: 3 clusters Score -2.324575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172957 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -23245748.000000 Penalty: 5987.855469
	Iteration 102Q: 3 clusters Score -2.324575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172966 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -23245736.000000 Penalty: 5987.855469
	Iteration 103Q: 3 clusters Score -2.324574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172972 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -23245742.000000 Penalty: 5987.855469
	Iteration 104Q: 3 clusters Score -2.324574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172975 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -23245748.000000 Penalty: 5987.855469
	Iteration 105Q: 3 clusters Score -2.324575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172975 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -23245740.000000 Penalty: 5987.855469
	Iteration 106Q: 3 clusters Score -2.324574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172979 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -23245746.000000 Penalty: 5987.855469
	Iteration 107Q: 3 clusters Score -2.324575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172981 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -23245754.000000 Penalty: 5987.855469
	Iteration 108Q: 3 clusters Score -2.324575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172986 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -23245760.000000 Penalty: 5987.855469
	Iteration 109Q: 3 clusters Score -2.324576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172990 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -23245764.000000 Penalty: 5987.855469
	Iteration 110Q: 3 clusters Score -2.324576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172992 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -23245760.000000 Penalty: 5987.855469
	Iteration 111Q: 3 clusters Score -2.324576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172991 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -23245764.000000 Penalty: 5987.855469
	Iteration 112Q: 3 clusters Score -2.324576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172991 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -23245764.000000 Penalty: 5987.855469
	Iteration 113F: 3 clusters Score -2.324576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Entering Unmasked Estep 
Score: -638140.375000 Penalty: 2102.191650
	Iteration 0F: 2 clusters Score -638140.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -633718.812500 Penalty: 4204.383301
	Iteration 0F: 3 clusters Score -633718.8 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -634756.875000 Penalty: 4204.383301
	Iteration 1F: 3 clusters Score -634756.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -635019.625000 Penalty: 4204.383301
	Iteration 2F: 3 clusters Score -635019.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -635216.125000 Penalty: 4204.383301
	Iteration 3F: 3 clusters Score -635216.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -635409.062500 Penalty: 4204.383301
	Iteration 4F: 3 clusters Score -635409.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -635564.312500 Penalty: 4204.383301
	Iteration 5Q: 3 clusters Score -635564.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -635673.375000 Penalty: 4204.383301
	Iteration 6Q: 3 clusters Score -635673.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -635781.187500 Penalty: 4204.383301
	Iteration 7Q: 3 clusters Score -635781.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -635896.687500 Penalty: 4204.383301
	Iteration 8Q: 3 clusters Score -635896.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -636023.875000 Penalty: 4204.383301
	Iteration 9Q: 3 clusters Score -636023.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -636129.000000 Penalty: 4204.383301
	Iteration 10Q: 3 clusters Score -636129 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -636220.375000 Penalty: 4204.383301
	Iteration 11Q: 3 clusters Score -636220.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -636295.187500 Penalty: 4204.383301
	Iteration 12Q: 3 clusters Score -636295.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -636365.062500 Penalty: 4204.383301
	Iteration 13Q: 3 clusters Score -636365.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -636415.687500 Penalty: 4204.383301
	Iteration 14Q: 3 clusters Score -636415.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -636443.312500 Penalty: 4204.383301
	Iteration 15Q: 3 clusters Score -636443.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -636469.500000 Penalty: 4204.383301
	Iteration 16Q: 3 clusters Score -636469.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -636496.250000 Penalty: 4204.383301
	Iteration 17Q: 3 clusters Score -636496.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -636517.500000 Penalty: 4204.383301
	Iteration 18Q: 3 clusters Score -636517.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -636533.562500 Penalty: 4204.383301
	Iteration 19Q: 3 clusters Score -636533.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -636540.562500 Penalty: 4204.383301
	Iteration 20F: 3 clusters Score -636540.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -636547.875000 Penalty: 4204.383301
	Iteration 21Q: 3 clusters Score -636547.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -636550.812500 Penalty: 4204.383301
	Iteration 22Q: 3 clusters Score -636550.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -636552.937500 Penalty: 4204.383301
	Iteration 23Q: 3 clusters Score -636552.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -636554.062500 Penalty: 4204.383301
	Iteration 24Q: 3 clusters Score -636554.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -636554.000000 Penalty: 4204.383301
	Iteration 25Q: 3 clusters Score -636554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -636556.437500 Penalty: 4204.383301
	Iteration 26Q: 3 clusters Score -636556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -636556.187500 Penalty: 4204.383301
	Iteration 27Q: 3 clusters Score -636556.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -636558.187500 Penalty: 4204.383301
	Iteration 28Q: 3 clusters Score -636558.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -636558.187500 Penalty: 4204.383301
	Iteration 29F: 3 clusters Score -636558.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Entering Unmasked Estep 
Score: -1566767.250000 Penalty: 2324.032227
	Iteration 0F: 2 clusters Score -1566767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1557972.125000 Penalty: 4648.064453
	Iteration 0F: 3 clusters Score -1557972 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1560680.250000 Penalty: 4648.064453
	Iteration 1F: 3 clusters Score -1560680 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1561012.625000 Penalty: 4648.064453
	Iteration 2F: 3 clusters Score -1561013 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1561320.875000 Penalty: 4648.064453
	Iteration 3F: 3 clusters Score -1561321 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1561596.375000 Penalty: 4648.064453
	Iteration 4Q: 3 clusters Score -1561596 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1561885.375000 Penalty: 4648.064453
	Iteration 5Q: 3 clusters Score -1561885 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1562159.125000 Penalty: 4648.064453
	Iteration 6Q: 3 clusters Score -1562159 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1562445.875000 Penalty: 4648.064453
	Iteration 7Q: 3 clusters Score -1562446 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1562672.750000 Penalty: 4648.064453
	Iteration 8Q: 3 clusters Score -1562673 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1562913.375000 Penalty: 4648.064453
	Iteration 9Q: 3 clusters Score -1562913 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1563200.000000 Penalty: 4648.064453
	Iteration 10Q: 3 clusters Score -1563200 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1563513.000000 Penalty: 4648.064453
	Iteration 11Q: 3 clusters Score -1563513 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1563829.250000 Penalty: 4648.064453
	Iteration 12Q: 3 clusters Score -1563829 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1564093.000000 Penalty: 4648.064453
	Iteration 13Q: 3 clusters Score -1564093 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1564279.750000 Penalty: 4648.064453
	Iteration 14Q: 3 clusters Score -1564280 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1564431.500000 Penalty: 4648.064453
	Iteration 15Q: 3 clusters Score -1564432 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1564560.625000 Penalty: 4648.064453
	Iteration 16Q: 3 clusters Score -1564561 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1564652.625000 Penalty: 4648.064453
	Iteration 17Q: 3 clusters Score -1564653 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1564759.500000 Penalty: 4648.064453
	Iteration 18Q: 3 clusters Score -1564760 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1564842.750000 Penalty: 4648.064453
	Iteration 19Q: 3 clusters Score -1564843 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1564916.375000 Penalty: 4648.064453
	Iteration 20F: 3 clusters Score -1564916 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1564964.375000 Penalty: 4648.064453
	Iteration 21Q: 3 clusters Score -1564964 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1565008.000000 Penalty: 4648.064453
	Iteration 22Q: 3 clusters Score -1565008 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1565039.375000 Penalty: 4648.064453
	Iteration 23Q: 3 clusters Score -1565039 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1565066.250000 Penalty: 4648.064453
	Iteration 24Q: 3 clusters Score -1565066 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1565098.375000 Penalty: 4648.064453
	Iteration 25Q: 3 clusters Score -1565098 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1565127.125000 Penalty: 4648.064453
	Iteration 26Q: 3 clusters Score -1565127 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1565159.500000 Penalty: 4648.064453
	Iteration 27Q: 3 clusters Score -1565160 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1565181.750000 Penalty: 4648.064453
	Iteration 28Q: 3 clusters Score -1565182 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1565196.625000 Penalty: 4648.064453
	Iteration 29Q: 3 clusters Score -1565197 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1565221.375000 Penalty: 4648.064453
	Iteration 30Q: 3 clusters Score -1565221 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1565232.500000 Penalty: 4648.064453
	Iteration 31Q: 3 clusters Score -1565232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1565249.375000 Penalty: 4648.064453
	Iteration 32Q: 3 clusters Score -1565249 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1565261.750000 Penalty: 4648.064453
	Iteration 33Q: 3 clusters Score -1565262 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1565281.750000 Penalty: 4648.064453
	Iteration 34Q: 3 clusters Score -1565282 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1565287.500000 Penalty: 4648.064453
	Iteration 35Q: 3 clusters Score -1565288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1565295.625000 Penalty: 4648.064453
	Iteration 36Q: 3 clusters Score -1565296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1565305.625000 Penalty: 4648.064453
	Iteration 37Q: 3 clusters Score -1565306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1565311.125000 Penalty: 4648.064453
	Iteration 38Q: 3 clusters Score -1565311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1565319.125000 Penalty: 4648.064453
	Iteration 39Q: 3 clusters Score -1565319 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1565327.375000 Penalty: 4648.064453
	Iteration 40F: 3 clusters Score -1565327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1565335.125000 Penalty: 4648.064453
	Iteration 41Q: 3 clusters Score -1565335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1565343.250000 Penalty: 4648.064453
	Iteration 42Q: 3 clusters Score -1565343 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1565353.875000 Penalty: 4648.064453
	Iteration 43Q: 3 clusters Score -1565354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1565355.750000 Penalty: 4648.064453
	Iteration 44Q: 3 clusters Score -1565356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1565363.000000 Penalty: 4648.064453
	Iteration 45Q: 3 clusters Score -1565363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1565372.500000 Penalty: 4648.064453
	Iteration 46Q: 3 clusters Score -1565372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1565376.750000 Penalty: 4648.064453
	Iteration 47Q: 3 clusters Score -1565377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1565382.000000 Penalty: 4648.064453
	Iteration 48Q: 3 clusters Score -1565382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1565385.625000 Penalty: 4648.064453
	Iteration 49Q: 3 clusters Score -1565386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1565385.250000 Penalty: 4648.064453
	Iteration 50Q: 3 clusters Score -1565385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1565391.250000 Penalty: 4648.064453
	Iteration 51Q: 3 clusters Score -1565391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1565388.625000 Penalty: 4648.064453
	Iteration 52Q: 3 clusters Score -1565389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1565392.500000 Penalty: 4648.064453
	Iteration 53Q: 3 clusters Score -1565392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1565398.750000 Penalty: 4648.064453
	Iteration 54Q: 3 clusters Score -1565399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1565399.000000 Penalty: 4648.064453
	Iteration 55Q: 3 clusters Score -1565399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1565396.750000 Penalty: 4648.064453
	Iteration 56Q: 3 clusters Score -1565397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1565400.375000 Penalty: 4648.064453
	Iteration 57Q: 3 clusters Score -1565400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1565405.500000 Penalty: 4648.064453
	Iteration 58Q: 3 clusters Score -1565406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1565404.500000 Penalty: 4648.064453
	Iteration 59Q: 3 clusters Score -1565404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1565408.500000 Penalty: 4648.064453
	Iteration 60F: 3 clusters Score -1565408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1565414.500000 Penalty: 4648.064453
	Iteration 61Q: 3 clusters Score -1565414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1565414.750000 Penalty: 4648.064453
	Iteration 62Q: 3 clusters Score -1565415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1565419.000000 Penalty: 4648.064453
	Iteration 63Q: 3 clusters Score -1565419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1565419.625000 Penalty: 4648.064453
	Iteration 64Q: 3 clusters Score -1565420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1565421.750000 Penalty: 4648.064453
	Iteration 65Q: 3 clusters Score -1565422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1565420.500000 Penalty: 4648.064453
	Iteration 66Q: 3 clusters Score -1565420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1565422.875000 Penalty: 4648.064453
	Iteration 67Q: 3 clusters Score -1565423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1565424.250000 Penalty: 4648.064453
	Iteration 68Q: 3 clusters Score -1565424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1565430.000000 Penalty: 4648.064453
	Iteration 69Q: 3 clusters Score -1565430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1565433.375000 Penalty: 4648.064453
	Iteration 70Q: 3 clusters Score -1565433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1565431.500000 Penalty: 4648.064453
	Iteration 71Q: 3 clusters Score -1565432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1565434.375000 Penalty: 4648.064453
	Iteration 72Q: 3 clusters Score -1565434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1565436.125000 Penalty: 4648.064453
	Iteration 73Q: 3 clusters Score -1565436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1565439.125000 Penalty: 4648.064453
	Iteration 74Q: 3 clusters Score -1565439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1565441.500000 Penalty: 4648.064453
	Iteration 75Q: 3 clusters Score -1565442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1565446.375000 Penalty: 4648.064453
	Iteration 76Q: 3 clusters Score -1565446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1565448.750000 Penalty: 4648.064453
	Iteration 77Q: 3 clusters Score -1565449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1565449.000000 Penalty: 4648.064453
	Iteration 78Q: 3 clusters Score -1565449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1565452.625000 Penalty: 4648.064453
	Iteration 79Q: 3 clusters Score -1565453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1565451.250000 Penalty: 4648.064453
	Iteration 80F: 3 clusters Score -1565451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1565453.250000 Penalty: 4648.064453
	Iteration 81Q: 3 clusters Score -1565453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1565453.250000 Penalty: 4648.064453
	Iteration 82Q: 3 clusters Score -1565453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1565450.625000 Penalty: 4648.064453
	Iteration 83Q: 3 clusters Score -1565451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1565453.125000 Penalty: 4648.064453
	Iteration 84Q: 3 clusters Score -1565453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1565456.500000 Penalty: 4648.064453
	Iteration 85Q: 3 clusters Score -1565456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1565458.000000 Penalty: 4648.064453
	Iteration 86Q: 3 clusters Score -1565458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1565457.625000 Penalty: 4648.064453
	Iteration 87Q: 3 clusters Score -1565458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1565458.125000 Penalty: 4648.064453
	Iteration 88Q: 3 clusters Score -1565458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1565458.125000 Penalty: 4648.064453
	Iteration 89Q: 3 clusters Score -1565458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1565455.500000 Penalty: 4648.064453
	Iteration 90Q: 3 clusters Score -1565456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1565453.000000 Penalty: 4648.064453
	Iteration 91Q: 3 clusters Score -1565453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1565455.000000 Penalty: 4648.064453
	Iteration 92Q: 3 clusters Score -1565455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1565457.125000 Penalty: 4648.064453
	Iteration 93Q: 3 clusters Score -1565457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1565454.500000 Penalty: 4648.064453
	Iteration 94Q: 3 clusters Score -1565454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1565454.500000 Penalty: 4648.064453
	Iteration 95F: 3 clusters Score -1565454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (169313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169313 members 
Entering Unmasked Estep 
Score: -22625562.000000 Penalty: 2985.797119
	Iteration 0F: 2 clusters Score -2.262556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84585 members 
Mstep: Class 2 contains 84728 members 
Entering Unmasked Estep 
Score: -22518638.000000 Penalty: 5971.594238
	Iteration 0F: 3 clusters Score -2.251864e+07 nChanged 81192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84605 members 
Mstep: Class 2 contains 84708 members 
Entering Unmasked Estep 
Score: -22565948.000000 Penalty: 5971.594238
	Iteration 1F: 3 clusters Score -2.256595e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85037 members 
Mstep: Class 2 contains 84276 members 
Entering Unmasked Estep 
Score: -22566866.000000 Penalty: 5971.594238
	Iteration 2Q: 3 clusters Score -2.256687e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85727 members 
Mstep: Class 2 contains 83586 members 
Entering Unmasked Estep 
Score: -22567766.000000 Penalty: 5971.594238
	Iteration 3Q: 3 clusters Score -2.256777e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86928 members 
Mstep: Class 2 contains 82385 members 
Entering Unmasked Estep 
Score: -22568956.000000 Penalty: 5971.594238
	Iteration 4Q: 3 clusters Score -2.256896e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88875 members 
Mstep: Class 2 contains 80438 members 
Entering Unmasked Estep 
Score: -22570442.000000 Penalty: 5971.594238
	Iteration 5Q: 3 clusters Score -2.257044e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91760 members 
Mstep: Class 2 contains 77553 members 
Entering Unmasked Estep 
Score: -22572342.000000 Penalty: 5971.594238
	Iteration 6Q: 3 clusters Score -2.257234e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95631 members 
Mstep: Class 2 contains 73682 members 
Entering Unmasked Estep 
Score: -22574864.000000 Penalty: 5971.594238
	Iteration 7Q: 3 clusters Score -2.257486e+07 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100633 members 
Mstep: Class 2 contains 68680 members 
Entering Unmasked Estep 
Score: -22578004.000000 Penalty: 5971.594238
	Iteration 8Q: 3 clusters Score -2.2578e+07 nChanged 9029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106802 members 
Mstep: Class 2 contains 62511 members 
Entering Unmasked Estep 
Score: -22581938.000000 Penalty: 5971.594238
	Iteration 9F: 3 clusters Score -2.258194e+07 nChanged 9455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113885 members 
Mstep: Class 2 contains 55428 members 
Entering Unmasked Estep 
Score: -22587180.000000 Penalty: 5971.594238
	Iteration 10F: 3 clusters Score -2.258718e+07 nChanged 9876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121623 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -22593324.000000 Penalty: 5971.594238
	Iteration 11F: 3 clusters Score -2.259332e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129079 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -22600072.000000 Penalty: 5971.594238
	Iteration 12F: 3 clusters Score -2.260007e+07 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135526 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -22606180.000000 Penalty: 5971.594238
	Iteration 13Q: 3 clusters Score -2.260618e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140542 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -22611054.000000 Penalty: 5971.594238
	Iteration 14Q: 3 clusters Score -2.261105e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144245 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -22614748.000000 Penalty: 5971.594238
	Iteration 15Q: 3 clusters Score -2.261475e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147384 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -22617064.000000 Penalty: 5971.594238
	Iteration 16Q: 3 clusters Score -2.261706e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150230 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -22618930.000000 Penalty: 5971.594238
	Iteration 17Q: 3 clusters Score -2.261893e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152984 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -22620584.000000 Penalty: 5971.594238
	Iteration 18Q: 3 clusters Score -2.262058e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155544 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -22621800.000000 Penalty: 5971.594238
	Iteration 19Q: 3 clusters Score -2.26218e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157826 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -22622854.000000 Penalty: 5971.594238
	Iteration 20F: 3 clusters Score -2.262285e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159721 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -22623448.000000 Penalty: 5971.594238
	Iteration 21Q: 3 clusters Score -2.262345e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161298 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -22624004.000000 Penalty: 5971.594238
	Iteration 22Q: 3 clusters Score -2.2624e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162599 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -22624226.000000 Penalty: 5971.594238
	Iteration 23Q: 3 clusters Score -2.262423e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163600 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -22624372.000000 Penalty: 5971.594238
	Iteration 24Q: 3 clusters Score -2.262437e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164383 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -22624498.000000 Penalty: 5971.594238
	Iteration 25Q: 3 clusters Score -2.26245e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164981 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -22624604.000000 Penalty: 5971.594238
	Iteration 26Q: 3 clusters Score -2.26246e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165471 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -22624602.000000 Penalty: 5971.594238
	Iteration 27Q: 3 clusters Score -2.26246e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165854 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -22624688.000000 Penalty: 5971.594238
	Iteration 28Q: 3 clusters Score -2.262469e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166185 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -22624720.000000 Penalty: 5971.594238
	Iteration 29Q: 3 clusters Score -2.262472e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166455 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -22624712.000000 Penalty: 5971.594238
	Iteration 30Q: 3 clusters Score -2.262471e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166683 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -22624658.000000 Penalty: 5971.594238
	Iteration 31Q: 3 clusters Score -2.262466e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166883 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -22624562.000000 Penalty: 5971.594238
	Iteration 32Q: 3 clusters Score -2.262456e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167038 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -22624488.000000 Penalty: 5971.594238
	Iteration 33Q: 3 clusters Score -2.262449e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167173 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -22624386.000000 Penalty: 5971.594238
	Iteration 34Q: 3 clusters Score -2.262439e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167285 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -22624350.000000 Penalty: 5971.594238
	Iteration 35Q: 3 clusters Score -2.262435e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167365 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -22624314.000000 Penalty: 5971.594238
	Iteration 36Q: 3 clusters Score -2.262431e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167442 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -22624244.000000 Penalty: 5971.594238
	Iteration 37Q: 3 clusters Score -2.262424e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167518 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -22624158.000000 Penalty: 5971.594238
	Iteration 38Q: 3 clusters Score -2.262416e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167591 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -22624094.000000 Penalty: 5971.594238
	Iteration 39Q: 3 clusters Score -2.262409e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167654 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -22624104.000000 Penalty: 5971.594238
	Iteration 40F: 3 clusters Score -2.26241e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167707 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -22624074.000000 Penalty: 5971.594238
	Iteration 41Q: 3 clusters Score -2.262407e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167759 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -22624038.000000 Penalty: 5971.594238
	Iteration 42Q: 3 clusters Score -2.262404e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167814 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -22623998.000000 Penalty: 5971.594238
	Iteration 43Q: 3 clusters Score -2.2624e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167862 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -22624002.000000 Penalty: 5971.594238
	Iteration 44Q: 3 clusters Score -2.2624e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167907 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -22623994.000000 Penalty: 5971.594238
	Iteration 45Q: 3 clusters Score -2.262399e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167944 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -22623944.000000 Penalty: 5971.594238
	Iteration 46Q: 3 clusters Score -2.262394e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167977 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -22623934.000000 Penalty: 5971.594238
	Iteration 47Q: 3 clusters Score -2.262393e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168000 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -22623934.000000 Penalty: 5971.594238
	Iteration 48Q: 3 clusters Score -2.262393e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168020 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -22623918.000000 Penalty: 5971.594238
	Iteration 49Q: 3 clusters Score -2.262392e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168041 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -22623930.000000 Penalty: 5971.594238
	Iteration 50Q: 3 clusters Score -2.262393e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168053 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -22623948.000000 Penalty: 5971.594238
	Iteration 51Q: 3 clusters Score -2.262395e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168066 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -22623928.000000 Penalty: 5971.594238
	Iteration 52Q: 3 clusters Score -2.262393e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168082 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -22623934.000000 Penalty: 5971.594238
	Iteration 53Q: 3 clusters Score -2.262393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168093 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -22623928.000000 Penalty: 5971.594238
	Iteration 54Q: 3 clusters Score -2.262393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168099 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -22623922.000000 Penalty: 5971.594238
	Iteration 55Q: 3 clusters Score -2.262392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168109 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -22623918.000000 Penalty: 5971.594238
	Iteration 56Q: 3 clusters Score -2.262392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168114 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -22623900.000000 Penalty: 5971.594238
	Iteration 57Q: 3 clusters Score -2.26239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168120 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -22623902.000000 Penalty: 5971.594238
	Iteration 58Q: 3 clusters Score -2.26239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168127 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -22623902.000000 Penalty: 5971.594238
	Iteration 59Q: 3 clusters Score -2.26239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168128 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -22623912.000000 Penalty: 5971.594238
	Iteration 60F: 3 clusters Score -2.262391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168131 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -22623910.000000 Penalty: 5971.594238
	Iteration 61Q: 3 clusters Score -2.262391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168135 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -22623908.000000 Penalty: 5971.594238
	Iteration 62Q: 3 clusters Score -2.262391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168141 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -22623884.000000 Penalty: 5971.594238
	Iteration 63Q: 3 clusters Score -2.262388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168149 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -22623888.000000 Penalty: 5971.594238
	Iteration 64Q: 3 clusters Score -2.262389e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168154 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -22623866.000000 Penalty: 5971.594238
	Iteration 65Q: 3 clusters Score -2.262387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168154 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -22623874.000000 Penalty: 5971.594238
	Iteration 66Q: 3 clusters Score -2.262387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168157 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -22623868.000000 Penalty: 5971.594238
	Iteration 67Q: 3 clusters Score -2.262387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168160 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -22623882.000000 Penalty: 5971.594238
	Iteration 68Q: 3 clusters Score -2.262388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168164 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -22623888.000000 Penalty: 5971.594238
	Iteration 69Q: 3 clusters Score -2.262389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168167 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -22623886.000000 Penalty: 5971.594238
	Iteration 70Q: 3 clusters Score -2.262389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168171 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -22623868.000000 Penalty: 5971.594238
	Iteration 71Q: 3 clusters Score -2.262387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168172 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -22623870.000000 Penalty: 5971.594238
	Iteration 72Q: 3 clusters Score -2.262387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168172 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -22623870.000000 Penalty: 5971.594238
	Iteration 73F: 3 clusters Score -2.262387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -100481.906250 Penalty: 1663.907471
	Iteration 0F: 2 clusters Score -100481.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -98662.890625 Penalty: 3327.814941
	Iteration 0F: 3 clusters Score -98662.89 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -98921.757812 Penalty: 3327.814941
	Iteration 1F: 3 clusters Score -98921.76 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -99053.109375 Penalty: 3327.814941
	Iteration 2F: 3 clusters Score -99053.11 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -99349.828125 Penalty: 3327.814941
	Iteration 3F: 3 clusters Score -99349.83 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -99735.929688 Penalty: 3327.814941
	Iteration 4F: 3 clusters Score -99735.93 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -99861.468750 Penalty: 3327.814941
	Iteration 5F: 3 clusters Score -99861.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -99945.609375 Penalty: 3327.814941
	Iteration 6Q: 3 clusters Score -99945.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -100028.398438 Penalty: 3327.814941
	Iteration 7Q: 3 clusters Score -100028.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -100099.890625 Penalty: 3327.814941
	Iteration 8Q: 3 clusters Score -100099.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -100118.062500 Penalty: 3327.814941
	Iteration 9Q: 3 clusters Score -100118.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -100138.601562 Penalty: 3327.814941
	Iteration 10Q: 3 clusters Score -100138.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -100149.578125 Penalty: 3327.814941
	Iteration 11Q: 3 clusters Score -100149.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -100151.867188 Penalty: 3327.814941
	Iteration 12Q: 3 clusters Score -100151.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -100153.914062 Penalty: 3327.814941
	Iteration 13Q: 3 clusters Score -100153.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -100158.398438 Penalty: 3327.814941
	Iteration 14Q: 3 clusters Score -100158.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -100160.101562 Penalty: 3327.814941
	Iteration 15Q: 3 clusters Score -100160.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -100162.601562 Penalty: 3327.814941
	Iteration 16Q: 3 clusters Score -100162.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -100166.671875 Penalty: 3327.814941
	Iteration 17Q: 3 clusters Score -100166.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -100166.671875 Penalty: 3327.814941
	Iteration 18F: 3 clusters Score -100166.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -43201.925781 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -43201.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41833.128906 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -41833.13 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -41993.714844 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -41993.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -42098.492188 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -42098.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -42156.738281 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -42156.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -42203.144531 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -42203.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -42229.785156 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -42229.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -42246.714844 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -42246.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -42270.789062 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -42270.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -42286.312500 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -42286.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -42326.769531 Penalty: 2916.744385
	Iteration 9Q: 3 clusters Score -42326.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -42354.136719 Penalty: 2916.744385
	Iteration 10Q: 3 clusters Score -42354.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -42416.226562 Penalty: 2916.744385
	Iteration 11Q: 3 clusters Score -42416.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -42532.390625 Penalty: 2916.744385
	Iteration 12Q: 3 clusters Score -42532.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -42601.253906 Penalty: 2916.744385
	Iteration 13Q: 3 clusters Score -42601.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -42631.550781 Penalty: 2916.744385
	Iteration 14Q: 3 clusters Score -42631.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -42640.445312 Penalty: 2916.744385
	Iteration 15Q: 3 clusters Score -42640.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -42652.781250 Penalty: 2916.744385
	Iteration 16Q: 3 clusters Score -42652.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -42658.253906 Penalty: 2916.744385
	Iteration 17Q: 3 clusters Score -42658.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -42658.253906 Penalty: 2916.744385
	Iteration 18F: 3 clusters Score -42658.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (52427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Entering Unmasked Estep 
Score: -6976559.500000 Penalty: 2695.059814
	Iteration 0F: 2 clusters Score -6976560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -6941004.500000 Penalty: 5390.119629
	Iteration 0F: 3 clusters Score -6941004 nChanged 24470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -6954668.000000 Penalty: 5390.119629
	Iteration 1F: 3 clusters Score -6954668 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -6955258.000000 Penalty: 5390.119629
	Iteration 2Q: 3 clusters Score -6955258 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -6955860.500000 Penalty: 5390.119629
	Iteration 3Q: 3 clusters Score -6955860 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -6956533.500000 Penalty: 5390.119629
	Iteration 4Q: 3 clusters Score -6956534 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -6957363.500000 Penalty: 5390.119629
	Iteration 5Q: 3 clusters Score -6957364 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -6958285.000000 Penalty: 5390.119629
	Iteration 6Q: 3 clusters Score -6958285 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -6959361.500000 Penalty: 5390.119629
	Iteration 7Q: 3 clusters Score -6959362 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -6960587.500000 Penalty: 5390.119629
	Iteration 8Q: 3 clusters Score -6960588 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -6961919.000000 Penalty: 5390.119629
	Iteration 9Q: 3 clusters Score -6961919 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -6963469.000000 Penalty: 5390.119629
	Iteration 10Q: 3 clusters Score -6963469 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -6965156.000000 Penalty: 5390.119629
	Iteration 11Q: 3 clusters Score -6965156 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -6966893.500000 Penalty: 5390.119629
	Iteration 12Q: 3 clusters Score -6966894 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -6968371.500000 Penalty: 5390.119629
	Iteration 13Q: 3 clusters Score -6968372 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -6969507.500000 Penalty: 5390.119629
	Iteration 14Q: 3 clusters Score -6969508 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -6970370.500000 Penalty: 5390.119629
	Iteration 15Q: 3 clusters Score -6970370 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -6971031.000000 Penalty: 5390.119629
	Iteration 16Q: 3 clusters Score -6971031 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -6971565.500000 Penalty: 5390.119629
	Iteration 17Q: 3 clusters Score -6971566 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -6971981.000000 Penalty: 5390.119629
	Iteration 18Q: 3 clusters Score -6971981 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -6972356.000000 Penalty: 5390.119629
	Iteration 19Q: 3 clusters Score -6972356 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 49407 members 
Entering Unmasked Estep 
Score: -6972738.500000 Penalty: 5390.119629
	Iteration 20F: 3 clusters Score -6972738 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 49929 members 
Entering Unmasked Estep 
Score: -6973016.500000 Penalty: 5390.119629
	Iteration 21Q: 3 clusters Score -6973016 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -6973249.000000 Penalty: 5390.119629
	Iteration 22Q: 3 clusters Score -6973249 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 50752 members 
Entering Unmasked Estep 
Score: -6973478.500000 Penalty: 5390.119629
	Iteration 23Q: 3 clusters Score -6973478 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -6973641.500000 Penalty: 5390.119629
	Iteration 24Q: 3 clusters Score -6973642 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -6973777.500000 Penalty: 5390.119629
	Iteration 25Q: 3 clusters Score -6973778 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 51461 members 
Entering Unmasked Estep 
Score: -6973893.500000 Penalty: 5390.119629
	Iteration 26Q: 3 clusters Score -6973894 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -6973993.000000 Penalty: 5390.119629
	Iteration 27Q: 3 clusters Score -6973993 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -6974066.000000 Penalty: 5390.119629
	Iteration 28Q: 3 clusters Score -6974066 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -6974088.000000 Penalty: 5390.119629
	Iteration 29Q: 3 clusters Score -6974088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 51772 members 
Entering Unmasked Estep 
Score: -6974098.500000 Penalty: 5390.119629
	Iteration 30Q: 3 clusters Score -6974098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -6974116.000000 Penalty: 5390.119629
	Iteration 31Q: 3 clusters Score -6974116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -6974138.500000 Penalty: 5390.119629
	Iteration 32Q: 3 clusters Score -6974138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -6974147.000000 Penalty: 5390.119629
	Iteration 33Q: 3 clusters Score -6974147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 51858 members 
Entering Unmasked Estep 
Score: -6974146.000000 Penalty: 5390.119629
	Iteration 34Q: 3 clusters Score -6974146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -6974161.500000 Penalty: 5390.119629
	Iteration 35Q: 3 clusters Score -6974162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -6974171.500000 Penalty: 5390.119629
	Iteration 36Q: 3 clusters Score -6974172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -6974183.000000 Penalty: 5390.119629
	Iteration 37Q: 3 clusters Score -6974183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 51900 members 
Entering Unmasked Estep 
Score: -6974185.500000 Penalty: 5390.119629
	Iteration 38Q: 3 clusters Score -6974186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 51900 members 
Entering Unmasked Estep 
Score: -6974183.500000 Penalty: 5390.119629
	Iteration 39Q: 3 clusters Score -6974184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -6974187.500000 Penalty: 5390.119629
	Iteration 40F: 3 clusters Score -6974188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -6974185.500000 Penalty: 5390.119629
	Iteration 41Q: 3 clusters Score -6974186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -6974183.000000 Penalty: 5390.119629
	Iteration 42Q: 3 clusters Score -6974183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -6974186.000000 Penalty: 5390.119629
	Iteration 43Q: 3 clusters Score -6974186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -6974192.000000 Penalty: 5390.119629
	Iteration 44Q: 3 clusters Score -6974192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -6974191.000000 Penalty: 5390.119629
	Iteration 45Q: 3 clusters Score -6974191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -6974199.500000 Penalty: 5390.119629
	Iteration 46Q: 3 clusters Score -6974200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -6974198.500000 Penalty: 5390.119629
	Iteration 47Q: 3 clusters Score -6974198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -6974203.500000 Penalty: 5390.119629
	Iteration 48Q: 3 clusters Score -6974204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 51920 members 
Entering Unmasked Estep 
Score: -6974203.500000 Penalty: 5390.119629
	Iteration 49F: 3 clusters Score -6974204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (75348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75348 members 
Entering Unmasked Estep 
Score: -10001627.000000 Penalty: 2785.008545
	Iteration 0F: 2 clusters Score -1.000163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -9951103.000000 Penalty: 5570.017090
	Iteration 0F: 3 clusters Score -9951103 nChanged 35279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -9971041.000000 Penalty: 5570.017090
	Iteration 1F: 3 clusters Score -9971041 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -9971953.000000 Penalty: 5570.017090
	Iteration 2Q: 3 clusters Score -9971953 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -9973195.000000 Penalty: 5570.017090
	Iteration 3Q: 3 clusters Score -9973195 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -9975003.000000 Penalty: 5570.017090
	Iteration 4Q: 3 clusters Score -9975003 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -9977257.000000 Penalty: 5570.017090
	Iteration 5F: 3 clusters Score -9977257 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -9980249.000000 Penalty: 5570.017090
	Iteration 6F: 3 clusters Score -9980249 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -9984038.000000 Penalty: 5570.017090
	Iteration 7F: 3 clusters Score -9984038 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -9988303.000000 Penalty: 5570.017090
	Iteration 8F: 3 clusters Score -9988303 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 64852 members 
Entering Unmasked Estep 
Score: -9992164.000000 Penalty: 5570.017090
	Iteration 9F: 3 clusters Score -9992164 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 68088 members 
Entering Unmasked Estep 
Score: -9995096.000000 Penalty: 5570.017090
	Iteration 10Q: 3 clusters Score -9995096 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 70178 members 
Entering Unmasked Estep 
Score: -9996885.000000 Penalty: 5570.017090
	Iteration 11Q: 3 clusters Score -9996885 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 71429 members 
Entering Unmasked Estep 
Score: -9997972.000000 Penalty: 5570.017090
	Iteration 12Q: 3 clusters Score -9997972 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 72134 members 
Entering Unmasked Estep 
Score: -9998658.000000 Penalty: 5570.017090
	Iteration 13Q: 3 clusters Score -9998658 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 72512 members 
Entering Unmasked Estep 
Score: -9999038.000000 Penalty: 5570.017090
	Iteration 14Q: 3 clusters Score -9999038 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 72742 members 
Entering Unmasked Estep 
Score: -9999241.000000 Penalty: 5570.017090
	Iteration 15Q: 3 clusters Score -9999241 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 72915 members 
Entering Unmasked Estep 
Score: -9999375.000000 Penalty: 5570.017090
	Iteration 16Q: 3 clusters Score -9999375 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 73027 members 
Entering Unmasked Estep 
Score: -9999424.000000 Penalty: 5570.017090
	Iteration 17Q: 3 clusters Score -9999424 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 73098 members 
Entering Unmasked Estep 
Score: -9999501.000000 Penalty: 5570.017090
	Iteration 18Q: 3 clusters Score -9999501 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 73174 members 
Entering Unmasked Estep 
Score: -9999541.000000 Penalty: 5570.017090
	Iteration 19Q: 3 clusters Score -9999541 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 73225 members 
Entering Unmasked Estep 
Score: -9999574.000000 Penalty: 5570.017090
	Iteration 20F: 3 clusters Score -9999574 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 73258 members 
Entering Unmasked Estep 
Score: -9999581.000000 Penalty: 5570.017090
	Iteration 21Q: 3 clusters Score -9999581 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 73283 members 
Entering Unmasked Estep 
Score: -9999588.000000 Penalty: 5570.017090
	Iteration 22Q: 3 clusters Score -9999588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 73301 members 
Entering Unmasked Estep 
Score: -9999599.000000 Penalty: 5570.017090
	Iteration 23Q: 3 clusters Score -9999599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 73318 members 
Entering Unmasked Estep 
Score: -9999592.000000 Penalty: 5570.017090
	Iteration 24Q: 3 clusters Score -9999592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 73332 members 
Entering Unmasked Estep 
Score: -9999605.000000 Penalty: 5570.017090
	Iteration 25Q: 3 clusters Score -9999605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 73342 members 
Entering Unmasked Estep 
Score: -9999614.000000 Penalty: 5570.017090
	Iteration 26Q: 3 clusters Score -9999614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 73348 members 
Entering Unmasked Estep 
Score: -9999616.000000 Penalty: 5570.017090
	Iteration 27Q: 3 clusters Score -9999616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 73356 members 
Entering Unmasked Estep 
Score: -9999625.000000 Penalty: 5570.017090
	Iteration 28Q: 3 clusters Score -9999625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 73365 members 
Entering Unmasked Estep 
Score: -9999619.000000 Penalty: 5570.017090
	Iteration 29Q: 3 clusters Score -9999619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 73371 members 
Entering Unmasked Estep 
Score: -9999611.000000 Penalty: 5570.017090
	Iteration 30Q: 3 clusters Score -9999611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 73377 members 
Entering Unmasked Estep 
Score: -9999617.000000 Penalty: 5570.017090
	Iteration 31Q: 3 clusters Score -9999617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 73382 members 
Entering Unmasked Estep 
Score: -9999620.000000 Penalty: 5570.017090
	Iteration 32Q: 3 clusters Score -9999620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 73384 members 
Entering Unmasked Estep 
Score: -9999619.000000 Penalty: 5570.017090
	Iteration 33Q: 3 clusters Score -9999619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 73385 members 
Entering Unmasked Estep 
Score: -9999619.000000 Penalty: 5570.017090
	Iteration 34Q: 3 clusters Score -9999619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 73386 members 
Entering Unmasked Estep 
Score: -9999626.000000 Penalty: 5570.017090
	Iteration 35Q: 3 clusters Score -9999626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 73387 members 
Entering Unmasked Estep 
Score: -9999631.000000 Penalty: 5570.017090
	Iteration 36Q: 3 clusters Score -9999631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 73388 members 
Entering Unmasked Estep 
Score: -9999625.000000 Penalty: 5570.017090
	Iteration 37Q: 3 clusters Score -9999625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 73391 members 
Entering Unmasked Estep 
Score: -9999626.000000 Penalty: 5570.017090
	Iteration 38Q: 3 clusters Score -9999626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 73392 members 
Entering Unmasked Estep 
Score: -9999627.000000 Penalty: 5570.017090
	Iteration 39Q: 3 clusters Score -9999627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 73393 members 
Entering Unmasked Estep 
Score: -9999629.000000 Penalty: 5570.017090
	Iteration 40F: 3 clusters Score -9999629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 73396 members 
Entering Unmasked Estep 
Score: -9999623.000000 Penalty: 5570.017090
	Iteration 41Q: 3 clusters Score -9999623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 73400 members 
Entering Unmasked Estep 
Score: -9999624.000000 Penalty: 5570.017090
	Iteration 42Q: 3 clusters Score -9999624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 73409 members 
Entering Unmasked Estep 
Score: -9999633.000000 Penalty: 5570.017090
	Iteration 43Q: 3 clusters Score -9999633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 73421 members 
Entering Unmasked Estep 
Score: -9999641.000000 Penalty: 5570.017090
	Iteration 44Q: 3 clusters Score -9999641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 73427 members 
Entering Unmasked Estep 
Score: -9999634.000000 Penalty: 5570.017090
	Iteration 45Q: 3 clusters Score -9999634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 73435 members 
Entering Unmasked Estep 
Score: -9999629.000000 Penalty: 5570.017090
	Iteration 46Q: 3 clusters Score -9999629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 73436 members 
Entering Unmasked Estep 
Score: -9999635.000000 Penalty: 5570.017090
	Iteration 47Q: 3 clusters Score -9999635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 73439 members 
Entering Unmasked Estep 
Score: -9999639.000000 Penalty: 5570.017090
	Iteration 48Q: 3 clusters Score -9999639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 73442 members 
Entering Unmasked Estep 
Score: -9999642.000000 Penalty: 5570.017090
	Iteration 49Q: 3 clusters Score -9999642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 73443 members 
Entering Unmasked Estep 
Score: -9999637.000000 Penalty: 5570.017090
	Iteration 50Q: 3 clusters Score -9999637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 73444 members 
Entering Unmasked Estep 
Score: -9999635.000000 Penalty: 5570.017090
	Iteration 51Q: 3 clusters Score -9999635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 73446 members 
Entering Unmasked Estep 
Score: -9999640.000000 Penalty: 5570.017090
	Iteration 52Q: 3 clusters Score -9999640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 73446 members 
Entering Unmasked Estep 
Score: -9999640.000000 Penalty: 5570.017090
	Iteration 53F: 3 clusters Score -9999640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (174358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174358 members 
Entering Unmasked Estep 
Score: -23312062.000000 Penalty: 2993.078613
	Iteration 0F: 2 clusters Score -2.331206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86768 members 
Mstep: Class 2 contains 87590 members 
Entering Unmasked Estep 
Score: -23202464.000000 Penalty: 5986.157227
	Iteration 0F: 3 clusters Score -2.320246e+07 nChanged 83495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78659 members 
Mstep: Class 2 contains 95699 members 
Entering Unmasked Estep 
Score: -23252404.000000 Penalty: 5986.157227
	Iteration 1F: 3 clusters Score -2.32524e+07 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73109 members 
Mstep: Class 2 contains 101249 members 
Entering Unmasked Estep 
Score: -23255068.000000 Penalty: 5986.157227
	Iteration 2Q: 3 clusters Score -2.325507e+07 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64905 members 
Mstep: Class 2 contains 109453 members 
Entering Unmasked Estep 
Score: -23260006.000000 Penalty: 5986.157227
	Iteration 3F: 3 clusters Score -2.326001e+07 nChanged 12436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 120571 members 
Entering Unmasked Estep 
Score: -23268320.000000 Penalty: 5986.157227
	Iteration 4F: 3 clusters Score -2.326832e+07 nChanged 14246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 133825 members 
Entering Unmasked Estep 
Score: -23279750.000000 Penalty: 5986.157227
	Iteration 5F: 3 clusters Score -2.327975e+07 nChanged 13887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 147092 members 
Entering Unmasked Estep 
Score: -23292202.000000 Penalty: 5986.157227
	Iteration 6F: 3 clusters Score -2.32922e+07 nChanged 11409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 158263 members 
Entering Unmasked Estep 
Score: -23302336.000000 Penalty: 5986.157227
	Iteration 7F: 3 clusters Score -2.330234e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 166367 members 
Entering Unmasked Estep 
Score: -23307504.000000 Penalty: 5986.157227
	Iteration 8Q: 3 clusters Score -2.33075e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 170858 members 
Entering Unmasked Estep 
Score: -23309114.000000 Penalty: 5986.157227
	Iteration 9Q: 3 clusters Score -2.330911e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 172776 members 
Entering Unmasked Estep 
Score: -23309546.000000 Penalty: 5986.157227
	Iteration 10Q: 3 clusters Score -2.330955e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 173469 members 
Entering Unmasked Estep 
Score: -23309536.000000 Penalty: 5986.157227
	Iteration 11Q: 3 clusters Score -2.330954e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 173751 members 
Entering Unmasked Estep 
Score: -23309602.000000 Penalty: 5986.157227
	Iteration 12Q: 3 clusters Score -2.33096e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 173871 members 
Entering Unmasked Estep 
Score: -23309670.000000 Penalty: 5986.157227
	Iteration 13Q: 3 clusters Score -2.330967e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 173931 members 
Entering Unmasked Estep 
Score: -23309706.000000 Penalty: 5986.157227
	Iteration 14Q: 3 clusters Score -2.330971e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 173956 members 
Entering Unmasked Estep 
Score: -23309724.000000 Penalty: 5986.157227
	Iteration 15Q: 3 clusters Score -2.330972e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 173970 members 
Entering Unmasked Estep 
Score: -23309710.000000 Penalty: 5986.157227
	Iteration 16Q: 3 clusters Score -2.330971e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 173980 members 
Entering Unmasked Estep 
Score: -23309722.000000 Penalty: 5986.157227
	Iteration 17Q: 3 clusters Score -2.330972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 173989 members 
Entering Unmasked Estep 
Score: -23309696.000000 Penalty: 5986.157227
	Iteration 18Q: 3 clusters Score -2.33097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 173993 members 
Entering Unmasked Estep 
Score: -23309690.000000 Penalty: 5986.157227
	Iteration 19Q: 3 clusters Score -2.330969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 173995 members 
Entering Unmasked Estep 
Score: -23309690.000000 Penalty: 5986.157227
	Iteration 20F: 3 clusters Score -2.330969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 173998 members 
Entering Unmasked Estep 
Score: -23309666.000000 Penalty: 5986.157227
	Iteration 21Q: 3 clusters Score -2.330967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 173999 members 
Entering Unmasked Estep 
Score: -23309680.000000 Penalty: 5986.157227
	Iteration 22Q: 3 clusters Score -2.330968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 174000 members 
Entering Unmasked Estep 
Score: -23309680.000000 Penalty: 5986.157227
	Iteration 23Q: 3 clusters Score -2.330968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 174003 members 
Entering Unmasked Estep 
Score: -23309688.000000 Penalty: 5986.157227
	Iteration 24Q: 3 clusters Score -2.330969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 174004 members 
Entering Unmasked Estep 
Score: -23309690.000000 Penalty: 5986.157227
	Iteration 25Q: 3 clusters Score -2.330969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 174008 members 
Entering Unmasked Estep 
Score: -23309694.000000 Penalty: 5986.157227
	Iteration 26Q: 3 clusters Score -2.330969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 174010 members 
Entering Unmasked Estep 
Score: -23309692.000000 Penalty: 5986.157227
	Iteration 27Q: 3 clusters Score -2.330969e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 174017 members 
Entering Unmasked Estep 
Score: -23309686.000000 Penalty: 5986.157227
	Iteration 28Q: 3 clusters Score -2.330969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 174019 members 
Entering Unmasked Estep 
Score: -23309668.000000 Penalty: 5986.157227
	Iteration 29Q: 3 clusters Score -2.330967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 174019 members 
Entering Unmasked Estep 
Score: -23309674.000000 Penalty: 5986.157227
	Iteration 30Q: 3 clusters Score -2.330967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 174020 members 
Entering Unmasked Estep 
Score: -23309680.000000 Penalty: 5986.157227
	Iteration 31Q: 3 clusters Score -2.330968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 174020 members 
Entering Unmasked Estep 
Score: -23309680.000000 Penalty: 5986.157227
	Iteration 32F: 3 clusters Score -2.330968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (178306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178306 members 
Entering Unmasked Estep 
Score: -24128752.000000 Penalty: 2998.631592
	Iteration 0F: 2 clusters Score -2.412875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89186 members 
Mstep: Class 2 contains 89120 members 
Entering Unmasked Estep 
Score: -24016586.000000 Penalty: 5997.263184
	Iteration 0F: 3 clusters Score -2.401659e+07 nChanged 85465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89915 members 
Mstep: Class 2 contains 88391 members 
Entering Unmasked Estep 
Score: -24066672.000000 Penalty: 5997.263184
	Iteration 1F: 3 clusters Score -2.406667e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90213 members 
Mstep: Class 2 contains 88093 members 
Entering Unmasked Estep 
Score: -24067810.000000 Penalty: 5997.263184
	Iteration 2Q: 3 clusters Score -2.406781e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90619 members 
Mstep: Class 2 contains 87687 members 
Entering Unmasked Estep 
Score: -24068970.000000 Penalty: 5997.263184
	Iteration 3Q: 3 clusters Score -2.406897e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91222 members 
Mstep: Class 2 contains 87084 members 
Entering Unmasked Estep 
Score: -24070164.000000 Penalty: 5997.263184
	Iteration 4Q: 3 clusters Score -2.407016e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92059 members 
Mstep: Class 2 contains 86247 members 
Entering Unmasked Estep 
Score: -24071602.000000 Penalty: 5997.263184
	Iteration 5Q: 3 clusters Score -2.40716e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93305 members 
Mstep: Class 2 contains 85001 members 
Entering Unmasked Estep 
Score: -24073574.000000 Penalty: 5997.263184
	Iteration 6Q: 3 clusters Score -2.407357e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94865 members 
Mstep: Class 2 contains 83441 members 
Entering Unmasked Estep 
Score: -24076484.000000 Penalty: 5997.263184
	Iteration 7Q: 3 clusters Score -2.407648e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96763 members 
Mstep: Class 2 contains 81543 members 
Entering Unmasked Estep 
Score: -24080314.000000 Penalty: 5997.263184
	Iteration 8Q: 3 clusters Score -2.408031e+07 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98858 members 
Mstep: Class 2 contains 79448 members 
Entering Unmasked Estep 
Score: -24085910.000000 Penalty: 5997.263184
	Iteration 9F: 3 clusters Score -2.408591e+07 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101077 members 
Mstep: Class 2 contains 77229 members 
Entering Unmasked Estep 
Score: -24092530.000000 Penalty: 5997.263184
	Iteration 10F: 3 clusters Score -2.409253e+07 nChanged 10039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103040 members 
Mstep: Class 2 contains 75266 members 
Entering Unmasked Estep 
Score: -24098966.000000 Penalty: 5997.263184
	Iteration 11F: 3 clusters Score -2.409897e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104450 members 
Mstep: Class 2 contains 73856 members 
Entering Unmasked Estep 
Score: -24102830.000000 Penalty: 5997.263184
	Iteration 12Q: 3 clusters Score -2.410283e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105723 members 
Mstep: Class 2 contains 72583 members 
Entering Unmasked Estep 
Score: -24104342.000000 Penalty: 5997.263184
	Iteration 13Q: 3 clusters Score -2.410434e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107012 members 
Mstep: Class 2 contains 71294 members 
Entering Unmasked Estep 
Score: -24105100.000000 Penalty: 5997.263184
	Iteration 14Q: 3 clusters Score -2.41051e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108416 members 
Mstep: Class 2 contains 69890 members 
Entering Unmasked Estep 
Score: -24105556.000000 Penalty: 5997.263184
	Iteration 15Q: 3 clusters Score -2.410556e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109873 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -24106040.000000 Penalty: 5997.263184
	Iteration 16Q: 3 clusters Score -2.410604e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111401 members 
Mstep: Class 2 contains 66905 members 
Entering Unmasked Estep 
Score: -24106384.000000 Penalty: 5997.263184
	Iteration 17Q: 3 clusters Score -2.410638e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112974 members 
Mstep: Class 2 contains 65332 members 
Entering Unmasked Estep 
Score: -24106696.000000 Penalty: 5997.263184
	Iteration 18Q: 3 clusters Score -2.41067e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114603 members 
Mstep: Class 2 contains 63703 members 
Entering Unmasked Estep 
Score: -24107140.000000 Penalty: 5997.263184
	Iteration 19Q: 3 clusters Score -2.410714e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116302 members 
Mstep: Class 2 contains 62004 members 
Entering Unmasked Estep 
Score: -24107694.000000 Penalty: 5997.263184
	Iteration 20F: 3 clusters Score -2.410769e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118065 members 
Mstep: Class 2 contains 60241 members 
Entering Unmasked Estep 
Score: -24108192.000000 Penalty: 5997.263184
	Iteration 21Q: 3 clusters Score -2.410819e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119918 members 
Mstep: Class 2 contains 58388 members 
Entering Unmasked Estep 
Score: -24108712.000000 Penalty: 5997.263184
	Iteration 22Q: 3 clusters Score -2.410871e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121910 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -24109378.000000 Penalty: 5997.263184
	Iteration 23Q: 3 clusters Score -2.410938e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124003 members 
Mstep: Class 2 contains 54303 members 
Entering Unmasked Estep 
Score: -24109908.000000 Penalty: 5997.263184
	Iteration 24Q: 3 clusters Score -2.410991e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126166 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -24110638.000000 Penalty: 5997.263184
	Iteration 25Q: 3 clusters Score -2.411064e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128411 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -24111258.000000 Penalty: 5997.263184
	Iteration 26Q: 3 clusters Score -2.411126e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130817 members 
Mstep: Class 2 contains 47489 members 
Entering Unmasked Estep 
Score: -24112112.000000 Penalty: 5997.263184
	Iteration 27Q: 3 clusters Score -2.411211e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133346 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -24112810.000000 Penalty: 5997.263184
	Iteration 28Q: 3 clusters Score -2.411281e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135958 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -24113666.000000 Penalty: 5997.263184
	Iteration 29Q: 3 clusters Score -2.411367e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138618 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -24114876.000000 Penalty: 5997.263184
	Iteration 30Q: 3 clusters Score -2.411488e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141314 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -24116076.000000 Penalty: 5997.263184
	Iteration 31Q: 3 clusters Score -2.411608e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144017 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -24117444.000000 Penalty: 5997.263184
	Iteration 32Q: 3 clusters Score -2.411744e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146668 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -24118494.000000 Penalty: 5997.263184
	Iteration 33Q: 3 clusters Score -2.411849e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149251 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -24119494.000000 Penalty: 5997.263184
	Iteration 34Q: 3 clusters Score -2.411949e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151719 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -24120572.000000 Penalty: 5997.263184
	Iteration 35Q: 3 clusters Score -2.412057e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154065 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -24121834.000000 Penalty: 5997.263184
	Iteration 36Q: 3 clusters Score -2.412183e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156344 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -24122810.000000 Penalty: 5997.263184
	Iteration 37Q: 3 clusters Score -2.412281e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158478 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -24123624.000000 Penalty: 5997.263184
	Iteration 38Q: 3 clusters Score -2.412362e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160483 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -24124322.000000 Penalty: 5997.263184
	Iteration 39Q: 3 clusters Score -2.412432e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162329 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -24124790.000000 Penalty: 5997.263184
	Iteration 40F: 3 clusters Score -2.412479e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164000 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -24125296.000000 Penalty: 5997.263184
	Iteration 41Q: 3 clusters Score -2.41253e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165530 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -24125680.000000 Penalty: 5997.263184
	Iteration 42Q: 3 clusters Score -2.412568e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166913 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -24126020.000000 Penalty: 5997.263184
	Iteration 43Q: 3 clusters Score -2.412602e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168145 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -24126204.000000 Penalty: 5997.263184
	Iteration 44Q: 3 clusters Score -2.41262e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169293 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -24126388.000000 Penalty: 5997.263184
	Iteration 45Q: 3 clusters Score -2.412639e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170362 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -24126620.000000 Penalty: 5997.263184
	Iteration 46Q: 3 clusters Score -2.412662e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171243 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -24126674.000000 Penalty: 5997.263184
	Iteration 47Q: 3 clusters Score -2.412667e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172009 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -24126764.000000 Penalty: 5997.263184
	Iteration 48Q: 3 clusters Score -2.412676e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172650 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -24126788.000000 Penalty: 5997.263184
	Iteration 49Q: 3 clusters Score -2.412679e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173196 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -24126834.000000 Penalty: 5997.263184
	Iteration 50Q: 3 clusters Score -2.412683e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173639 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -24126814.000000 Penalty: 5997.263184
	Iteration 51Q: 3 clusters Score -2.412681e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173979 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -24126794.000000 Penalty: 5997.263184
	Iteration 52Q: 3 clusters Score -2.412679e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174283 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -24126816.000000 Penalty: 5997.263184
	Iteration 53Q: 3 clusters Score -2.412682e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174544 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -24126814.000000 Penalty: 5997.263184
	Iteration 54Q: 3 clusters Score -2.412681e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174780 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -24126830.000000 Penalty: 5997.263184
	Iteration 55Q: 3 clusters Score -2.412683e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174967 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -24126808.000000 Penalty: 5997.263184
	Iteration 56Q: 3 clusters Score -2.412681e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175130 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -24126806.000000 Penalty: 5997.263184
	Iteration 57Q: 3 clusters Score -2.412681e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175266 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -24126760.000000 Penalty: 5997.263184
	Iteration 58Q: 3 clusters Score -2.412676e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175379 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -24126758.000000 Penalty: 5997.263184
	Iteration 59Q: 3 clusters Score -2.412676e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175479 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -24126798.000000 Penalty: 5997.263184
	Iteration 60F: 3 clusters Score -2.41268e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175587 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -24126794.000000 Penalty: 5997.263184
	Iteration 61Q: 3 clusters Score -2.412679e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175674 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -24126828.000000 Penalty: 5997.263184
	Iteration 62Q: 3 clusters Score -2.412683e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175747 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -24126868.000000 Penalty: 5997.263184
	Iteration 63Q: 3 clusters Score -2.412687e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175812 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -24126854.000000 Penalty: 5997.263184
	Iteration 64Q: 3 clusters Score -2.412685e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175866 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -24126840.000000 Penalty: 5997.263184
	Iteration 65Q: 3 clusters Score -2.412684e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175916 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -24126858.000000 Penalty: 5997.263184
	Iteration 66Q: 3 clusters Score -2.412686e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175946 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -24126878.000000 Penalty: 5997.263184
	Iteration 67Q: 3 clusters Score -2.412688e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175984 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -24126898.000000 Penalty: 5997.263184
	Iteration 68Q: 3 clusters Score -2.41269e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176014 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -24126922.000000 Penalty: 5997.263184
	Iteration 69Q: 3 clusters Score -2.412692e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176038 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -24126938.000000 Penalty: 5997.263184
	Iteration 70Q: 3 clusters Score -2.412694e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176052 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -24126960.000000 Penalty: 5997.263184
	Iteration 71Q: 3 clusters Score -2.412696e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176065 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -24126994.000000 Penalty: 5997.263184
	Iteration 72Q: 3 clusters Score -2.412699e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176080 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -24126980.000000 Penalty: 5997.263184
	Iteration 73Q: 3 clusters Score -2.412698e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176102 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -24126996.000000 Penalty: 5997.263184
	Iteration 74Q: 3 clusters Score -2.4127e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176120 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -24127018.000000 Penalty: 5997.263184
	Iteration 75Q: 3 clusters Score -2.412702e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176138 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -24126990.000000 Penalty: 5997.263184
	Iteration 76Q: 3 clusters Score -2.412699e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176158 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -24126998.000000 Penalty: 5997.263184
	Iteration 77Q: 3 clusters Score -2.4127e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176170 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -24126986.000000 Penalty: 5997.263184
	Iteration 78Q: 3 clusters Score -2.412699e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176179 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -24126996.000000 Penalty: 5997.263184
	Iteration 79Q: 3 clusters Score -2.4127e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176189 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -24126994.000000 Penalty: 5997.263184
	Iteration 80F: 3 clusters Score -2.412699e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176202 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -24126980.000000 Penalty: 5997.263184
	Iteration 81Q: 3 clusters Score -2.412698e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176209 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -24126998.000000 Penalty: 5997.263184
	Iteration 82Q: 3 clusters Score -2.4127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176215 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -24126992.000000 Penalty: 5997.263184
	Iteration 83Q: 3 clusters Score -2.412699e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176223 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -24126990.000000 Penalty: 5997.263184
	Iteration 84Q: 3 clusters Score -2.412699e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176222 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -24126996.000000 Penalty: 5997.263184
	Iteration 85Q: 3 clusters Score -2.4127e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176227 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -24126976.000000 Penalty: 5997.263184
	Iteration 86Q: 3 clusters Score -2.412698e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176241 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -24126982.000000 Penalty: 5997.263184
	Iteration 87Q: 3 clusters Score -2.412698e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176261 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -24126970.000000 Penalty: 5997.263184
	Iteration 88Q: 3 clusters Score -2.412697e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176273 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -24126958.000000 Penalty: 5997.263184
	Iteration 89Q: 3 clusters Score -2.412696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176283 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -24126952.000000 Penalty: 5997.263184
	Iteration 90Q: 3 clusters Score -2.412695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176286 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -24126962.000000 Penalty: 5997.263184
	Iteration 91Q: 3 clusters Score -2.412696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176288 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -24126954.000000 Penalty: 5997.263184
	Iteration 92Q: 3 clusters Score -2.412695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176290 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -24126968.000000 Penalty: 5997.263184
	Iteration 93Q: 3 clusters Score -2.412697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176290 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -24126956.000000 Penalty: 5997.263184
	Iteration 94Q: 3 clusters Score -2.412696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176296 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -24126976.000000 Penalty: 5997.263184
	Iteration 95Q: 3 clusters Score -2.412698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176300 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -24126984.000000 Penalty: 5997.263184
	Iteration 96Q: 3 clusters Score -2.412698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176301 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -24126978.000000 Penalty: 5997.263184
	Iteration 97Q: 3 clusters Score -2.412698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176303 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -24126974.000000 Penalty: 5997.263184
	Iteration 98Q: 3 clusters Score -2.412697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176304 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -24126970.000000 Penalty: 5997.263184
	Iteration 99Q: 3 clusters Score -2.412697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176305 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -24126970.000000 Penalty: 5997.263184
	Iteration 100F: 3 clusters Score -2.412697e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -70543.421875 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -70543.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69009.250000 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -69009.25 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -69418.125000 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -69418.12 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -69725.054688 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -69725.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70007.617188 Penalty: 3184.317383
	Iteration 3F: 3 clusters Score -70007.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -70119.531250 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -70119.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -70234.437500 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -70234.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -70309.625000 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -70309.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -70357.890625 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -70357.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -70385.367188 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -70385.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -70401.945312 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -70401.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -70411.687500 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -70411.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -70434.390625 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -70434.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -70470.625000 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -70470.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -70523.148438 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -70523.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -70569.812500 Penalty: 3184.317383
	Iteration 14Q: 3 clusters Score -70569.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -70653.390625 Penalty: 3184.317383
	Iteration 15Q: 3 clusters Score -70653.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -70830.351562 Penalty: 3184.317383
	Iteration 16Q: 3 clusters Score -70830.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -70985.546875 Penalty: 3184.317383
	Iteration 17Q: 3 clusters Score -70985.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -70995.820312 Penalty: 3184.317383
	Iteration 18Q: 3 clusters Score -70995.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -70996.429688 Penalty: 3184.317383
	Iteration 19F: 3 clusters Score -70996.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -71001.906250 Penalty: 3184.317383
	Iteration 20F: 3 clusters Score -71001.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71005.195312 Penalty: 3184.317383
	Iteration 21Q: 3 clusters Score -71005.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71005.195312 Penalty: 3184.317383
	Iteration 22F: 3 clusters Score -71005.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 63287 members 
Mstep: Class 3 contains 188656 members 
Mstep: Class 4 contains 56964 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 102569 members 
Mstep: Class 7 contains 9037 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 111586 members 
Mstep: Class 10 contains 174956 members 
Mstep: Class 11 contains 4801 members 
Mstep: Class 12 contains 11744 members 
Mstep: Class 13 contains 169313 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52427 members 
Mstep: Class 17 contains 75348 members 
Mstep: Class 18 contains 174358 members 
Mstep: Class 19 contains 178306 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 23 contains 268 members 
Entering Unmasked Estep 
Score: -180414224.000000 Penalty: 80642.937500
Splitting cluster 20 changes total score from -180415504.000000 to -180414224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -84598.906250 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -84598.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -82892.703125 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -82892.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83179.718750 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -83179.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -83279.671875 Penalty: 3250.043945
	Iteration 2F: 3 clusters Score -83279.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -83333.203125 Penalty: 3250.043945
	Iteration 3Q: 3 clusters Score -83333.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83380.718750 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -83380.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83402.476562 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -83402.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -83420.960938 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -83420.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -83431.093750 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -83431.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -83440.320312 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -83440.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83444.414062 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -83444.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83454.382812 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -83454.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -83458.304688 Penalty: 3250.043945
	Iteration 11Q: 3 clusters Score -83458.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -83462.007812 Penalty: 3250.043945
	Iteration 12Q: 3 clusters Score -83462.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -83464.835938 Penalty: 3250.043945
	Iteration 13Q: 3 clusters Score -83464.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -83465.515625 Penalty: 3250.043945
	Iteration 14Q: 3 clusters Score -83465.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -83465.515625 Penalty: 3250.043945
	Iteration 15F: 3 clusters Score -83465.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -52948.316406 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -52948.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51465.824219 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -51465.82 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51640.929688 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -51640.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51700.257812 Penalty: 3016.780762
	Iteration 2Q: 3 clusters Score -51700.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51722.042969 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -51722.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51731.773438 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -51731.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51740.156250 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -51740.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51745.792969 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -51745.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51751.910156 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -51751.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51751.910156 Penalty: 3016.780762
	Iteration 8F: 3 clusters Score -51751.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 63287 members 
Mstep: Class 3 contains 188656 members 
Mstep: Class 4 contains 56964 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 102569 members 
Mstep: Class 7 contains 9037 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 111586 members 
Mstep: Class 10 contains 174956 members 
Mstep: Class 11 contains 4801 members 
Mstep: Class 12 contains 11744 members 
Mstep: Class 13 contains 169313 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52427 members 
Mstep: Class 17 contains 75348 members 
Mstep: Class 18 contains 174358 members 
Mstep: Class 19 contains 178306 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415696.000000 Penalty: 77136.718750
Iteration 159Q: 23 clusters Score -1.804157e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 63279 members 
Mstep: Class 3 contains 188645 members 
Mstep: Class 4 contains 56965 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 102536 members 
Mstep: Class 7 contains 9036 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 111583 members 
Mstep: Class 10 contains 175062 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 11749 members 
Mstep: Class 13 contains 169308 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52423 members 
Mstep: Class 17 contains 75325 members 
Mstep: Class 18 contains 174297 members 
Mstep: Class 19 contains 178317 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415712.000000 Penalty: 77136.718750
Iteration 160F: 23 clusters Score -1.804157e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 63286 members 
Mstep: Class 3 contains 188642 members 
Mstep: Class 4 contains 56973 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 102500 members 
Mstep: Class 7 contains 9034 members 
Mstep: Class 8 contains 329 members 
Mstep: Class 9 contains 111595 members 
Mstep: Class 10 contains 175152 members 
Mstep: Class 11 contains 4865 members 
Mstep: Class 12 contains 11758 members 
Mstep: Class 13 contains 169296 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52420 members 
Mstep: Class 17 contains 75294 members 
Mstep: Class 18 contains 174261 members 
Mstep: Class 19 contains 178276 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415808.000000 Penalty: 77136.718750
Iteration 161Q: 23 clusters Score -1.804158e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 63290 members 
Mstep: Class 3 contains 188649 members 
Mstep: Class 4 contains 56974 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 102479 members 
Mstep: Class 7 contains 9033 members 
Mstep: Class 8 contains 327 members 
Mstep: Class 9 contains 111590 members 
Mstep: Class 10 contains 175194 members 
Mstep: Class 11 contains 4897 members 
Mstep: Class 12 contains 11763 members 
Mstep: Class 13 contains 169306 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52424 members 
Mstep: Class 17 contains 75281 members 
Mstep: Class 18 contains 174241 members 
Mstep: Class 19 contains 178232 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415568.000000 Penalty: 77136.718750
Iteration 162Q: 23 clusters Score -1.804156e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 63290 members 
Mstep: Class 3 contains 188659 members 
Mstep: Class 4 contains 56973 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 102461 members 
Mstep: Class 7 contains 9029 members 
Mstep: Class 8 contains 327 members 
Mstep: Class 9 contains 111580 members 
Mstep: Class 10 contains 175247 members 
Mstep: Class 11 contains 4936 members 
Mstep: Class 12 contains 11774 members 
Mstep: Class 13 contains 169314 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52426 members 
Mstep: Class 17 contains 75268 members 
Mstep: Class 18 contains 174198 members 
Mstep: Class 19 contains 178200 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415360.000000 Penalty: 77136.718750
Iteration 163Q: 23 clusters Score -1.804154e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 63292 members 
Mstep: Class 3 contains 188679 members 
Mstep: Class 4 contains 56969 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 102440 members 
Mstep: Class 7 contains 9026 members 
Mstep: Class 8 contains 327 members 
Mstep: Class 9 contains 111575 members 
Mstep: Class 10 contains 175269 members 
Mstep: Class 11 contains 4967 members 
Mstep: Class 12 contains 11781 members 
Mstep: Class 13 contains 169351 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52430 members 
Mstep: Class 17 contains 75262 members 
Mstep: Class 18 contains 174200 members 
Mstep: Class 19 contains 178117 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415632.000000 Penalty: 77136.718750
Iteration 164Q: 23 clusters Score -1.804156e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 63277 members 
Mstep: Class 3 contains 188685 members 
Mstep: Class 4 contains 56964 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 102420 members 
Mstep: Class 7 contains 9024 members 
Mstep: Class 8 contains 327 members 
Mstep: Class 9 contains 111569 members 
Mstep: Class 10 contains 175324 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 11783 members 
Mstep: Class 13 contains 169365 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52441 members 
Mstep: Class 17 contains 75264 members 
Mstep: Class 18 contains 174188 members 
Mstep: Class 19 contains 178051 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415744.000000 Penalty: 77136.718750
Iteration 165Q: 23 clusters Score -1.804157e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 63268 members 
Mstep: Class 3 contains 188693 members 
Mstep: Class 4 contains 56966 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 102400 members 
Mstep: Class 7 contains 9020 members 
Mstep: Class 8 contains 327 members 
Mstep: Class 9 contains 111571 members 
Mstep: Class 10 contains 175358 members 
Mstep: Class 11 contains 5043 members 
Mstep: Class 12 contains 11788 members 
Mstep: Class 13 contains 169346 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52448 members 
Mstep: Class 17 contains 75262 members 
Mstep: Class 18 contains 174153 members 
Mstep: Class 19 contains 178043 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415728.000000 Penalty: 77136.718750
Iteration 166Q: 23 clusters Score -1.804157e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 63258 members 
Mstep: Class 3 contains 188698 members 
Mstep: Class 4 contains 56962 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 102375 members 
Mstep: Class 7 contains 9018 members 
Mstep: Class 8 contains 327 members 
Mstep: Class 9 contains 111568 members 
Mstep: Class 10 contains 175392 members 
Mstep: Class 11 contains 5077 members 
Mstep: Class 12 contains 11795 members 
Mstep: Class 13 contains 169346 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52459 members 
Mstep: Class 17 contains 75256 members 
Mstep: Class 18 contains 174100 members 
Mstep: Class 19 contains 178055 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415728.000000 Penalty: 77136.718750
Iteration 167Q: 23 clusters Score -1.804157e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 63248 members 
Mstep: Class 3 contains 188688 members 
Mstep: Class 4 contains 56946 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 102362 members 
Mstep: Class 7 contains 9014 members 
Mstep: Class 8 contains 327 members 
Mstep: Class 9 contains 111563 members 
Mstep: Class 10 contains 175443 members 
Mstep: Class 11 contains 5115 members 
Mstep: Class 12 contains 11798 members 
Mstep: Class 13 contains 169335 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52470 members 
Mstep: Class 17 contains 75249 members 
Mstep: Class 18 contains 174054 members 
Mstep: Class 19 contains 178074 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415664.000000 Penalty: 77136.718750
Iteration 168Q: 23 clusters Score -1.804157e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 63237 members 
Mstep: Class 3 contains 188712 members 
Mstep: Class 4 contains 56925 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 102334 members 
Mstep: Class 7 contains 9008 members 
Mstep: Class 8 contains 327 members 
Mstep: Class 9 contains 111542 members 
Mstep: Class 10 contains 175521 members 
Mstep: Class 11 contains 5149 members 
Mstep: Class 12 contains 11790 members 
Mstep: Class 13 contains 169314 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52473 members 
Mstep: Class 17 contains 75261 members 
Mstep: Class 18 contains 174038 members 
Mstep: Class 19 contains 178055 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415792.000000 Penalty: 77136.718750
Iteration 169Q: 23 clusters Score -1.804158e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 63235 members 
Mstep: Class 3 contains 188721 members 
Mstep: Class 4 contains 56912 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 102308 members 
Mstep: Class 7 contains 9007 members 
Mstep: Class 8 contains 327 members 
Mstep: Class 9 contains 111521 members 
Mstep: Class 10 contains 175620 members 
Mstep: Class 11 contains 5188 members 
Mstep: Class 12 contains 11795 members 
Mstep: Class 13 contains 169262 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52480 members 
Mstep: Class 17 contains 75257 members 
Mstep: Class 18 contains 174006 members 
Mstep: Class 19 contains 178047 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415792.000000 Penalty: 77136.718750
Iteration 170Q: 23 clusters Score -1.804158e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 63234 members 
Mstep: Class 3 contains 188737 members 
Mstep: Class 4 contains 56897 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 102286 members 
Mstep: Class 7 contains 9006 members 
Mstep: Class 8 contains 327 members 
Mstep: Class 9 contains 111495 members 
Mstep: Class 10 contains 175724 members 
Mstep: Class 11 contains 5221 members 
Mstep: Class 12 contains 11797 members 
Mstep: Class 13 contains 169250 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52484 members 
Mstep: Class 17 contains 75257 members 
Mstep: Class 18 contains 173957 members 
Mstep: Class 19 contains 178014 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415984.000000 Penalty: 77136.718750
Iteration 171Q: 23 clusters Score -1.80416e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 63230 members 
Mstep: Class 3 contains 188733 members 
Mstep: Class 4 contains 56874 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 102273 members 
Mstep: Class 7 contains 9003 members 
Mstep: Class 8 contains 327 members 
Mstep: Class 9 contains 111475 members 
Mstep: Class 10 contains 175845 members 
Mstep: Class 11 contains 5246 members 
Mstep: Class 12 contains 11797 members 
Mstep: Class 13 contains 169249 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52483 members 
Mstep: Class 17 contains 75253 members 
Mstep: Class 18 contains 173920 members 
Mstep: Class 19 contains 177978 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416208.000000 Penalty: 77136.718750
Iteration 172Q: 23 clusters Score -1.804162e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 63224 members 
Mstep: Class 3 contains 188728 members 
Mstep: Class 4 contains 56849 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 102253 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 327 members 
Mstep: Class 9 contains 111468 members 
Mstep: Class 10 contains 175923 members 
Mstep: Class 11 contains 5272 members 
Mstep: Class 12 contains 11801 members 
Mstep: Class 13 contains 169257 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52478 members 
Mstep: Class 17 contains 75252 members 
Mstep: Class 18 contains 173883 members 
Mstep: Class 19 contains 177970 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416352.000000 Penalty: 77136.718750
Iteration 173Q: 23 clusters Score -1.804164e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 63223 members 
Mstep: Class 3 contains 188734 members 
Mstep: Class 4 contains 56825 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 102240 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 327 members 
Mstep: Class 9 contains 111469 members 
Mstep: Class 10 contains 175942 members 
Mstep: Class 11 contains 5298 members 
Mstep: Class 12 contains 11809 members 
Mstep: Class 13 contains 169290 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52484 members 
Mstep: Class 17 contains 75236 members 
Mstep: Class 18 contains 173823 members 
Mstep: Class 19 contains 177985 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415600.000000 Penalty: 77136.718750
Iteration 174Q: 23 clusters Score -1.804156e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 63226 members 
Mstep: Class 3 contains 188734 members 
Mstep: Class 4 contains 56804 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 102221 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 327 members 
Mstep: Class 9 contains 111459 members 
Mstep: Class 10 contains 175965 members 
Mstep: Class 11 contains 5328 members 
Mstep: Class 12 contains 11815 members 
Mstep: Class 13 contains 169305 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52490 members 
Mstep: Class 17 contains 75230 members 
Mstep: Class 18 contains 173791 members 
Mstep: Class 19 contains 177990 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415680.000000 Penalty: 77136.718750
Iteration 175Q: 23 clusters Score -1.804157e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 63239 members 
Mstep: Class 3 contains 188744 members 
Mstep: Class 4 contains 56783 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 102197 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 327 members 
Mstep: Class 9 contains 111447 members 
Mstep: Class 10 contains 176017 members 
Mstep: Class 11 contains 5353 members 
Mstep: Class 12 contains 11817 members 
Mstep: Class 13 contains 169312 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52495 members 
Mstep: Class 17 contains 75226 members 
Mstep: Class 18 contains 173757 members 
Mstep: Class 19 contains 177969 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415424.000000 Penalty: 77136.718750
Iteration 176Q: 23 clusters Score -1.804154e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63229 members 
Mstep: Class 3 contains 188752 members 
Mstep: Class 4 contains 56774 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 102177 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 327 members 
Mstep: Class 9 contains 111435 members 
Mstep: Class 10 contains 176046 members 
Mstep: Class 11 contains 5363 members 
Mstep: Class 12 contains 11823 members 
Mstep: Class 13 contains 169372 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52500 members 
Mstep: Class 17 contains 75224 members 
Mstep: Class 18 contains 173757 members 
Mstep: Class 19 contains 177903 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415232.000000 Penalty: 77136.718750
Iteration 177Q: 23 clusters Score -1.804152e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63237 members 
Mstep: Class 3 contains 188761 members 
Mstep: Class 4 contains 56767 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 102152 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 327 members 
Mstep: Class 9 contains 111435 members 
Mstep: Class 10 contains 176078 members 
Mstep: Class 11 contains 5379 members 
Mstep: Class 12 contains 11833 members 
Mstep: Class 13 contains 169415 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52494 members 
Mstep: Class 17 contains 75207 members 
Mstep: Class 18 contains 173740 members 
Mstep: Class 19 contains 177857 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415184.000000 Penalty: 77136.718750
Iteration 178Q: 23 clusters Score -1.804152e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63247 members 
Mstep: Class 3 contains 188755 members 
Mstep: Class 4 contains 56760 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 102131 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 327 members 
Mstep: Class 9 contains 111421 members 
Mstep: Class 10 contains 176122 members 
Mstep: Class 11 contains 5395 members 
Mstep: Class 12 contains 11835 members 
Mstep: Class 13 contains 169449 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52492 members 
Mstep: Class 17 contains 75203 members 
Mstep: Class 18 contains 173748 members 
Mstep: Class 19 contains 177797 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415120.000000 Penalty: 77136.718750
Iteration 179Q: 23 clusters Score -1.804151e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63247 members 
Mstep: Class 3 contains 188749 members 
Mstep: Class 4 contains 56746 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 102121 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 327 members 
Mstep: Class 9 contains 111418 members 
Mstep: Class 10 contains 176150 members 
Mstep: Class 11 contains 5408 members 
Mstep: Class 12 contains 11836 members 
Mstep: Class 13 contains 169502 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52495 members 
Mstep: Class 17 contains 75192 members 
Mstep: Class 18 contains 173739 members 
Mstep: Class 19 contains 177752 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415248.000000 Penalty: 77136.718750
Iteration 180F: 23 clusters Score -1.804152e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63237 members 
Mstep: Class 3 contains 188731 members 
Mstep: Class 4 contains 56743 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 102105 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111403 members 
Mstep: Class 10 contains 176192 members 
Mstep: Class 11 contains 5426 members 
Mstep: Class 12 contains 11832 members 
Mstep: Class 13 contains 169528 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52499 members 
Mstep: Class 17 contains 75186 members 
Mstep: Class 18 contains 173762 members 
Mstep: Class 19 contains 177711 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415536.000000 Penalty: 77136.718750
Iteration 181Q: 23 clusters Score -1.804155e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63234 members 
Mstep: Class 3 contains 188737 members 
Mstep: Class 4 contains 56724 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 102086 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111395 members 
Mstep: Class 10 contains 176262 members 
Mstep: Class 11 contains 5432 members 
Mstep: Class 12 contains 11826 members 
Mstep: Class 13 contains 169538 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52490 members 
Mstep: Class 17 contains 75178 members 
Mstep: Class 18 contains 173792 members 
Mstep: Class 19 contains 177661 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415744.000000 Penalty: 77136.718750
Iteration 182Q: 23 clusters Score -1.804157e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63222 members 
Mstep: Class 3 contains 188739 members 
Mstep: Class 4 contains 56705 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 102061 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111398 members 
Mstep: Class 10 contains 176331 members 
Mstep: Class 11 contains 5441 members 
Mstep: Class 12 contains 11825 members 
Mstep: Class 13 contains 169559 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52480 members 
Mstep: Class 17 contains 75178 members 
Mstep: Class 18 contains 173791 members 
Mstep: Class 19 contains 177625 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415776.000000 Penalty: 77136.718750
Iteration 183Q: 23 clusters Score -1.804158e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63212 members 
Mstep: Class 3 contains 188741 members 
Mstep: Class 4 contains 56695 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 102036 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111394 members 
Mstep: Class 10 contains 176406 members 
Mstep: Class 11 contains 5449 members 
Mstep: Class 12 contains 11827 members 
Mstep: Class 13 contains 169589 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52470 members 
Mstep: Class 17 contains 75182 members 
Mstep: Class 18 contains 173773 members 
Mstep: Class 19 contains 177581 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415872.000000 Penalty: 77136.718750
Iteration 184Q: 23 clusters Score -1.804159e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63208 members 
Mstep: Class 3 contains 188733 members 
Mstep: Class 4 contains 56682 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 102025 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111395 members 
Mstep: Class 10 contains 176490 members 
Mstep: Class 11 contains 5463 members 
Mstep: Class 12 contains 11835 members 
Mstep: Class 13 contains 169583 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52463 members 
Mstep: Class 17 contains 75182 members 
Mstep: Class 18 contains 173763 members 
Mstep: Class 19 contains 177533 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415920.000000 Penalty: 77136.718750
Iteration 185Q: 23 clusters Score -1.804159e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63197 members 
Mstep: Class 3 contains 188748 members 
Mstep: Class 4 contains 56668 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 102013 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111399 members 
Mstep: Class 10 contains 176529 members 
Mstep: Class 11 contains 5477 members 
Mstep: Class 12 contains 11843 members 
Mstep: Class 13 contains 169594 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52465 members 
Mstep: Class 17 contains 75187 members 
Mstep: Class 18 contains 173757 members 
Mstep: Class 19 contains 177478 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415888.000000 Penalty: 77136.718750
Iteration 186Q: 23 clusters Score -1.804159e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63186 members 
Mstep: Class 3 contains 188752 members 
Mstep: Class 4 contains 56661 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 102002 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111408 members 
Mstep: Class 10 contains 176558 members 
Mstep: Class 11 contains 5494 members 
Mstep: Class 12 contains 11856 members 
Mstep: Class 13 contains 169593 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52460 members 
Mstep: Class 17 contains 75183 members 
Mstep: Class 18 contains 173768 members 
Mstep: Class 19 contains 177434 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416032.000000 Penalty: 77136.718750
Iteration 187Q: 23 clusters Score -1.80416e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63173 members 
Mstep: Class 3 contains 188773 members 
Mstep: Class 4 contains 56649 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101985 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111395 members 
Mstep: Class 10 contains 176641 members 
Mstep: Class 11 contains 5511 members 
Mstep: Class 12 contains 11869 members 
Mstep: Class 13 contains 169625 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52451 members 
Mstep: Class 17 contains 75166 members 
Mstep: Class 18 contains 173771 members 
Mstep: Class 19 contains 177346 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416016.000000 Penalty: 77136.718750
Iteration 188Q: 23 clusters Score -1.80416e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63173 members 
Mstep: Class 3 contains 188785 members 
Mstep: Class 4 contains 56639 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 101969 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111377 members 
Mstep: Class 10 contains 176720 members 
Mstep: Class 11 contains 5529 members 
Mstep: Class 12 contains 11874 members 
Mstep: Class 13 contains 169653 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52441 members 
Mstep: Class 17 contains 75161 members 
Mstep: Class 18 contains 173773 members 
Mstep: Class 19 contains 177262 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415696.000000 Penalty: 77136.718750
Iteration 189Q: 23 clusters Score -1.804157e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63169 members 
Mstep: Class 3 contains 188803 members 
Mstep: Class 4 contains 56630 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101949 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111348 members 
Mstep: Class 10 contains 176749 members 
Mstep: Class 11 contains 5545 members 
Mstep: Class 12 contains 11879 members 
Mstep: Class 13 contains 169675 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52438 members 
Mstep: Class 17 contains 75151 members 
Mstep: Class 18 contains 173788 members 
Mstep: Class 19 contains 177231 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415680.000000 Penalty: 77136.718750
Iteration 190Q: 23 clusters Score -1.804157e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63177 members 
Mstep: Class 3 contains 188820 members 
Mstep: Class 4 contains 56625 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101921 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111344 members 
Mstep: Class 10 contains 176746 members 
Mstep: Class 11 contains 5562 members 
Mstep: Class 12 contains 11882 members 
Mstep: Class 13 contains 169692 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52434 members 
Mstep: Class 17 contains 75138 members 
Mstep: Class 18 contains 173809 members 
Mstep: Class 19 contains 177205 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415408.000000 Penalty: 77136.718750
Iteration 191Q: 23 clusters Score -1.804154e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63171 members 
Mstep: Class 3 contains 188854 members 
Mstep: Class 4 contains 56603 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101895 members 
Mstep: Class 7 contains 9002 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111340 members 
Mstep: Class 10 contains 176745 members 
Mstep: Class 11 contains 5580 members 
Mstep: Class 12 contains 11876 members 
Mstep: Class 13 contains 169704 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52434 members 
Mstep: Class 17 contains 75119 members 
Mstep: Class 18 contains 173857 members 
Mstep: Class 19 contains 177177 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415504.000000 Penalty: 77136.718750
Iteration 192Q: 23 clusters Score -1.804155e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63174 members 
Mstep: Class 3 contains 188881 members 
Mstep: Class 4 contains 56588 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101868 members 
Mstep: Class 7 contains 9001 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111329 members 
Mstep: Class 10 contains 176744 members 
Mstep: Class 11 contains 5596 members 
Mstep: Class 12 contains 11872 members 
Mstep: Class 13 contains 169702 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52436 members 
Mstep: Class 17 contains 75106 members 
Mstep: Class 18 contains 173910 members 
Mstep: Class 19 contains 177150 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415408.000000 Penalty: 77136.718750
Iteration 193Q: 23 clusters Score -1.804154e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63172 members 
Mstep: Class 3 contains 188905 members 
Mstep: Class 4 contains 56570 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101844 members 
Mstep: Class 7 contains 9001 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111312 members 
Mstep: Class 10 contains 176756 members 
Mstep: Class 11 contains 5612 members 
Mstep: Class 12 contains 11876 members 
Mstep: Class 13 contains 169718 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52440 members 
Mstep: Class 17 contains 75100 members 
Mstep: Class 18 contains 173934 members 
Mstep: Class 19 contains 177117 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415232.000000 Penalty: 77136.718750
Iteration 194Q: 23 clusters Score -1.804152e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63166 members 
Mstep: Class 3 contains 188926 members 
Mstep: Class 4 contains 56565 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101824 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111286 members 
Mstep: Class 10 contains 176789 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 11879 members 
Mstep: Class 13 contains 169697 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52441 members 
Mstep: Class 17 contains 75100 members 
Mstep: Class 18 contains 173943 members 
Mstep: Class 19 contains 177112 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415072.000000 Penalty: 77136.718750
Iteration 195Q: 23 clusters Score -1.804151e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63159 members 
Mstep: Class 3 contains 188939 members 
Mstep: Class 4 contains 56560 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101805 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111279 members 
Mstep: Class 10 contains 176792 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 11880 members 
Mstep: Class 13 contains 169705 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52433 members 
Mstep: Class 17 contains 75105 members 
Mstep: Class 18 contains 173941 members 
Mstep: Class 19 contains 177112 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414704.000000 Penalty: 77136.718750
Iteration 196Q: 23 clusters Score -1.804147e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63157 members 
Mstep: Class 3 contains 188968 members 
Mstep: Class 4 contains 56559 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101780 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111284 members 
Mstep: Class 10 contains 176774 members 
Mstep: Class 11 contains 5670 members 
Mstep: Class 12 contains 11881 members 
Mstep: Class 13 contains 169670 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52430 members 
Mstep: Class 17 contains 75112 members 
Mstep: Class 18 contains 173947 members 
Mstep: Class 19 contains 177125 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414784.000000 Penalty: 77136.718750
Iteration 197Q: 23 clusters Score -1.804148e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63158 members 
Mstep: Class 3 contains 189004 members 
Mstep: Class 4 contains 56557 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101756 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111281 members 
Mstep: Class 10 contains 176787 members 
Mstep: Class 11 contains 5692 members 
Mstep: Class 12 contains 11878 members 
Mstep: Class 13 contains 169669 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52424 members 
Mstep: Class 17 contains 75101 members 
Mstep: Class 18 contains 173946 members 
Mstep: Class 19 contains 177104 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414752.000000 Penalty: 77136.718750
Iteration 198Q: 23 clusters Score -1.804148e+08 nChanged 659
Entering ConstructFrom: 
Score: -180414752.000000 Penalty: 77136.718750
Entering ConstructFrom: 
Trying to split cluster 1 (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: -413923.125000 Penalty: 1998.622070
	Iteration 0F: 2 clusters Score -413923.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -410672.625000 Penalty: 3997.244141
	Iteration 0F: 3 clusters Score -410672.6 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -411603.531250 Penalty: 3997.244141
	Iteration 1F: 3 clusters Score -411603.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -411954.593750 Penalty: 3997.244141
	Iteration 2F: 3 clusters Score -411954.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -412382.656250 Penalty: 3997.244141
	Iteration 3F: 3 clusters Score -412382.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -413003.812500 Penalty: 3997.244141
	Iteration 4F: 3 clusters Score -413003.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -413807.125000 Penalty: 3997.244141
	Iteration 5F: 3 clusters Score -413807.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -414503.156250 Penalty: 3997.244141
	Iteration 6F: 3 clusters Score -414503.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -414792.781250 Penalty: 3997.244141
	Iteration 7F: 3 clusters Score -414792.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -414865.906250 Penalty: 3997.244141
	Iteration 8Q: 3 clusters Score -414865.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -414895.062500 Penalty: 3997.244141
	Iteration 9Q: 3 clusters Score -414895.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -414914.500000 Penalty: 3997.244141
	Iteration 10Q: 3 clusters Score -414914.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -414928.187500 Penalty: 3997.244141
	Iteration 11Q: 3 clusters Score -414928.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -414937.875000 Penalty: 3997.244141
	Iteration 12Q: 3 clusters Score -414937.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -414946.406250 Penalty: 3997.244141
	Iteration 13Q: 3 clusters Score -414946.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -414956.781250 Penalty: 3997.244141
	Iteration 14Q: 3 clusters Score -414956.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -414966.750000 Penalty: 3997.244141
	Iteration 15Q: 3 clusters Score -414966.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -414971.812500 Penalty: 3997.244141
	Iteration 16Q: 3 clusters Score -414971.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -414973.500000 Penalty: 3997.244141
	Iteration 17Q: 3 clusters Score -414973.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -414973.812500 Penalty: 3997.244141
	Iteration 18Q: 3 clusters Score -414973.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -414973.812500 Penalty: 3997.244141
	Iteration 19F: 3 clusters Score -414973.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 63158 members 
Mstep: Class 3 contains 189046 members 
Mstep: Class 4 contains 56559 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101732 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111281 members 
Mstep: Class 10 contains 176777 members 
Mstep: Class 11 contains 5713 members 
Mstep: Class 12 contains 11875 members 
Mstep: Class 13 contains 169695 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52416 members 
Mstep: Class 17 contains 75096 members 
Mstep: Class 18 contains 173920 members 
Mstep: Class 19 contains 177089 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 23 contains 642 members 
Entering Unmasked Estep 
Score: -180412752.000000 Penalty: 80642.937500
Splitting cluster 1 changes total score from -180414752.000000 to -180412752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (63158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Entering Unmasked Estep 
Score: -8390962.000000 Penalty: 2741.241943
	Iteration 0F: 2 clusters Score -8390962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -8348477.000000 Penalty: 5482.483887
	Iteration 0F: 3 clusters Score -8348477 nChanged 29449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -8365091.500000 Penalty: 5482.483887
	Iteration 1F: 3 clusters Score -8365092 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -8366017.000000 Penalty: 5482.483887
	Iteration 2Q: 3 clusters Score -8366017 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -8367093.000000 Penalty: 5482.483887
	Iteration 3Q: 3 clusters Score -8367093 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -8368528.000000 Penalty: 5482.483887
	Iteration 4Q: 3 clusters Score -8368528 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -8370398.000000 Penalty: 5482.483887
	Iteration 5F: 3 clusters Score -8370398 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -8372886.000000 Penalty: 5482.483887
	Iteration 6F: 3 clusters Score -8372886 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -8376060.000000 Penalty: 5482.483887
	Iteration 7F: 3 clusters Score -8376060 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -8379758.000000 Penalty: 5482.483887
	Iteration 8F: 3 clusters Score -8379758 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 57230 members 
Entering Unmasked Estep 
Score: -8383361.500000 Penalty: 5482.483887
	Iteration 9F: 3 clusters Score -8383362 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 60186 members 
Entering Unmasked Estep 
Score: -8386021.000000 Penalty: 5482.483887
	Iteration 10Q: 3 clusters Score -8386021 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 61784 members 
Entering Unmasked Estep 
Score: -8387428.500000 Penalty: 5482.483887
	Iteration 11Q: 3 clusters Score -8387428 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 62469 members 
Entering Unmasked Estep 
Score: -8388000.000000 Penalty: 5482.483887
	Iteration 12Q: 3 clusters Score -8388000 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 62715 members 
Entering Unmasked Estep 
Score: -8388241.500000 Penalty: 5482.483887
	Iteration 13Q: 3 clusters Score -8388242 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -8388392.500000 Penalty: 5482.483887
	Iteration 14Q: 3 clusters Score -8388392 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 62855 members 
Entering Unmasked Estep 
Score: -8388463.500000 Penalty: 5482.483887
	Iteration 15Q: 3 clusters Score -8388464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
Score: -8388501.000000 Penalty: 5482.483887
	Iteration 16Q: 3 clusters Score -8388501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 62894 members 
Entering Unmasked Estep 
Score: -8388522.500000 Penalty: 5482.483887
	Iteration 17Q: 3 clusters Score -8388522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 62908 members 
Entering Unmasked Estep 
Score: -8388545.500000 Penalty: 5482.483887
	Iteration 18Q: 3 clusters Score -8388546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 62910 members 
Entering Unmasked Estep 
Score: -8388549.500000 Penalty: 5482.483887
	Iteration 19Q: 3 clusters Score -8388550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 62915 members 
Entering Unmasked Estep 
Score: -8388555.500000 Penalty: 5482.483887
	Iteration 20F: 3 clusters Score -8388556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 62918 members 
Entering Unmasked Estep 
Score: -8388555.000000 Penalty: 5482.483887
	Iteration 21Q: 3 clusters Score -8388555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 62917 members 
Entering Unmasked Estep 
Score: -8388560.500000 Penalty: 5482.483887
	Iteration 22Q: 3 clusters Score -8388560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 62916 members 
Entering Unmasked Estep 
Score: -8388566.000000 Penalty: 5482.483887
	Iteration 23Q: 3 clusters Score -8388566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 62916 members 
Entering Unmasked Estep 
Score: -8388566.000000 Penalty: 5482.483887
	Iteration 24F: 3 clusters Score -8388566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (189046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189046 members 
Entering Unmasked Estep 
Score: -25328294.000000 Penalty: 3013.136963
	Iteration 0F: 2 clusters Score -2.532829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94579 members 
Mstep: Class 2 contains 94467 members 
Entering Unmasked Estep 
Score: -25210082.000000 Penalty: 6026.273926
	Iteration 0F: 3 clusters Score -2.521008e+07 nChanged 91173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93398 members 
Mstep: Class 2 contains 95648 members 
Entering Unmasked Estep 
Score: -25263202.000000 Penalty: 6026.273926
	Iteration 1F: 3 clusters Score -2.52632e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92618 members 
Mstep: Class 2 contains 96428 members 
Entering Unmasked Estep 
Score: -25264280.000000 Penalty: 6026.273926
	Iteration 2Q: 3 clusters Score -2.526428e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91378 members 
Mstep: Class 2 contains 97668 members 
Entering Unmasked Estep 
Score: -25265434.000000 Penalty: 6026.273926
	Iteration 3Q: 3 clusters Score -2.526543e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89367 members 
Mstep: Class 2 contains 99679 members 
Entering Unmasked Estep 
Score: -25267624.000000 Penalty: 6026.273926
	Iteration 4Q: 3 clusters Score -2.526762e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86384 members 
Mstep: Class 2 contains 102662 members 
Entering Unmasked Estep 
Score: -25270470.000000 Penalty: 6026.273926
	Iteration 5Q: 3 clusters Score -2.527047e+07 nChanged 9285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82301 members 
Mstep: Class 2 contains 106745 members 
Entering Unmasked Estep 
Score: -25274456.000000 Penalty: 6026.273926
	Iteration 6Q: 3 clusters Score -2.527446e+07 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76987 members 
Mstep: Class 2 contains 112059 members 
Entering Unmasked Estep 
Score: -25279668.000000 Penalty: 6026.273926
	Iteration 7F: 3 clusters Score -2.527967e+07 nChanged 11257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70724 members 
Mstep: Class 2 contains 118322 members 
Entering Unmasked Estep 
Score: -25285352.000000 Penalty: 6026.273926
	Iteration 8F: 3 clusters Score -2.528535e+07 nChanged 11345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63233 members 
Mstep: Class 2 contains 125813 members 
Entering Unmasked Estep 
Score: -25291484.000000 Penalty: 6026.273926
	Iteration 9F: 3 clusters Score -2.529148e+07 nChanged 10876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 134105 members 
Entering Unmasked Estep 
Score: -25297424.000000 Penalty: 6026.273926
	Iteration 10F: 3 clusters Score -2.529742e+07 nChanged 10404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 143293 members 
Entering Unmasked Estep 
Score: -25303662.000000 Penalty: 6026.273926
	Iteration 11F: 3 clusters Score -2.530366e+07 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 152718 members 
Entering Unmasked Estep 
Score: -25309716.000000 Penalty: 6026.273926
	Iteration 12F: 3 clusters Score -2.530972e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 162272 members 
Entering Unmasked Estep 
Score: -25315706.000000 Penalty: 6026.273926
	Iteration 13F: 3 clusters Score -2.531571e+07 nChanged 8778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 171048 members 
Entering Unmasked Estep 
Score: -25320098.000000 Penalty: 6026.273926
	Iteration 14Q: 3 clusters Score -2.53201e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 177872 members 
Entering Unmasked Estep 
Score: -25322998.000000 Penalty: 6026.273926
	Iteration 15Q: 3 clusters Score -2.5323e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 182575 members 
Entering Unmasked Estep 
Score: -25324702.000000 Penalty: 6026.273926
	Iteration 16Q: 3 clusters Score -2.53247e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 185299 members 
Entering Unmasked Estep 
Score: -25325384.000000 Penalty: 6026.273926
	Iteration 17Q: 3 clusters Score -2.532538e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 186711 members 
Entering Unmasked Estep 
Score: -25325758.000000 Penalty: 6026.273926
	Iteration 18Q: 3 clusters Score -2.532576e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 187439 members 
Entering Unmasked Estep 
Score: -25325902.000000 Penalty: 6026.273926
	Iteration 19Q: 3 clusters Score -2.53259e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 187813 members 
Entering Unmasked Estep 
Score: -25325910.000000 Penalty: 6026.273926
	Iteration 20F: 3 clusters Score -2.532591e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 188017 members 
Entering Unmasked Estep 
Score: -25325908.000000 Penalty: 6026.273926
	Iteration 21Q: 3 clusters Score -2.532591e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 188139 members 
Entering Unmasked Estep 
Score: -25325924.000000 Penalty: 6026.273926
	Iteration 22Q: 3 clusters Score -2.532592e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 188223 members 
Entering Unmasked Estep 
Score: -25325940.000000 Penalty: 6026.273926
	Iteration 23Q: 3 clusters Score -2.532594e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 188283 members 
Entering Unmasked Estep 
Score: -25325948.000000 Penalty: 6026.273926
	Iteration 24Q: 3 clusters Score -2.532595e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 188320 members 
Entering Unmasked Estep 
Score: -25325918.000000 Penalty: 6026.273926
	Iteration 25Q: 3 clusters Score -2.532592e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 188343 members 
Entering Unmasked Estep 
Score: -25325948.000000 Penalty: 6026.273926
	Iteration 26Q: 3 clusters Score -2.532595e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 188361 members 
Entering Unmasked Estep 
Score: -25325954.000000 Penalty: 6026.273926
	Iteration 27Q: 3 clusters Score -2.532595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 188376 members 
Entering Unmasked Estep 
Score: -25325974.000000 Penalty: 6026.273926
	Iteration 28Q: 3 clusters Score -2.532597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 188389 members 
Entering Unmasked Estep 
Score: -25325974.000000 Penalty: 6026.273926
	Iteration 29Q: 3 clusters Score -2.532597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 188399 members 
Entering Unmasked Estep 
Score: -25325988.000000 Penalty: 6026.273926
	Iteration 30Q: 3 clusters Score -2.532599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 188405 members 
Entering Unmasked Estep 
Score: -25325988.000000 Penalty: 6026.273926
	Iteration 31Q: 3 clusters Score -2.532599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 188412 members 
Entering Unmasked Estep 
Score: -25325986.000000 Penalty: 6026.273926
	Iteration 32Q: 3 clusters Score -2.532599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 188415 members 
Entering Unmasked Estep 
Score: -25325996.000000 Penalty: 6026.273926
	Iteration 33Q: 3 clusters Score -2.5326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 188425 members 
Entering Unmasked Estep 
Score: -25325964.000000 Penalty: 6026.273926
	Iteration 34Q: 3 clusters Score -2.532596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 188430 members 
Entering Unmasked Estep 
Score: -25325970.000000 Penalty: 6026.273926
	Iteration 35Q: 3 clusters Score -2.532597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 188434 members 
Entering Unmasked Estep 
Score: -25325974.000000 Penalty: 6026.273926
	Iteration 36Q: 3 clusters Score -2.532597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 188435 members 
Entering Unmasked Estep 
Score: -25325970.000000 Penalty: 6026.273926
	Iteration 37Q: 3 clusters Score -2.532597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 188440 members 
Entering Unmasked Estep 
Score: -25325968.000000 Penalty: 6026.273926
	Iteration 38Q: 3 clusters Score -2.532597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 188442 members 
Entering Unmasked Estep 
Score: -25325978.000000 Penalty: 6026.273926
	Iteration 39Q: 3 clusters Score -2.532598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 188444 members 
Entering Unmasked Estep 
Score: -25325984.000000 Penalty: 6026.273926
	Iteration 40F: 3 clusters Score -2.532598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 188446 members 
Entering Unmasked Estep 
Score: -25325980.000000 Penalty: 6026.273926
	Iteration 41Q: 3 clusters Score -2.532598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 188447 members 
Entering Unmasked Estep 
Score: -25325996.000000 Penalty: 6026.273926
	Iteration 42Q: 3 clusters Score -2.5326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 188447 members 
Entering Unmasked Estep 
Score: -25325996.000000 Penalty: 6026.273926
	Iteration 43F: 3 clusters Score -2.5326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (56559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56559 members 
Entering Unmasked Estep 
Score: -7554258.500000 Penalty: 2713.873779
	Iteration 0F: 2 clusters Score -7554258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -7516222.500000 Penalty: 5427.747559
	Iteration 0F: 3 clusters Score -7516222 nChanged 26308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -7530525.000000 Penalty: 5427.747559
	Iteration 1F: 3 clusters Score -7530525 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -7531110.000000 Penalty: 5427.747559
	Iteration 2Q: 3 clusters Score -7531110 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -7531792.500000 Penalty: 5427.747559
	Iteration 3Q: 3 clusters Score -7531792 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -7532663.000000 Penalty: 5427.747559
	Iteration 4Q: 3 clusters Score -7532663 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -7533759.500000 Penalty: 5427.747559
	Iteration 5Q: 3 clusters Score -7533760 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -7535307.000000 Penalty: 5427.747559
	Iteration 6Q: 3 clusters Score -7535307 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -7537292.000000 Penalty: 5427.747559
	Iteration 7F: 3 clusters Score -7537292 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -7539747.500000 Penalty: 5427.747559
	Iteration 8F: 3 clusters Score -7539748 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -7542483.000000 Penalty: 5427.747559
	Iteration 9F: 3 clusters Score -7542483 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -7544971.500000 Penalty: 5427.747559
	Iteration 10F: 3 clusters Score -7544972 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -7546416.000000 Penalty: 5427.747559
	Iteration 11Q: 3 clusters Score -7546416 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -7547103.000000 Penalty: 5427.747559
	Iteration 12Q: 3 clusters Score -7547103 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -7547542.000000 Penalty: 5427.747559
	Iteration 13Q: 3 clusters Score -7547542 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -7547944.500000 Penalty: 5427.747559
	Iteration 14Q: 3 clusters Score -7547944 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -7548264.500000 Penalty: 5427.747559
	Iteration 15Q: 3 clusters Score -7548264 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -7548598.000000 Penalty: 5427.747559
	Iteration 16Q: 3 clusters Score -7548598 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -7548919.500000 Penalty: 5427.747559
	Iteration 17Q: 3 clusters Score -7548920 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -7549189.500000 Penalty: 5427.747559
	Iteration 18Q: 3 clusters Score -7549190 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -7549413.500000 Penalty: 5427.747559
	Iteration 19Q: 3 clusters Score -7549414 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -7549580.000000 Penalty: 5427.747559
	Iteration 20F: 3 clusters Score -7549580 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -7549771.500000 Penalty: 5427.747559
	Iteration 21Q: 3 clusters Score -7549772 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -7549933.500000 Penalty: 5427.747559
	Iteration 22Q: 3 clusters Score -7549934 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -7550094.000000 Penalty: 5427.747559
	Iteration 23Q: 3 clusters Score -7550094 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -7550291.000000 Penalty: 5427.747559
	Iteration 24Q: 3 clusters Score -7550291 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -7550443.500000 Penalty: 5427.747559
	Iteration 25Q: 3 clusters Score -7550444 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -7550614.500000 Penalty: 5427.747559
	Iteration 26Q: 3 clusters Score -7550614 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -7550788.500000 Penalty: 5427.747559
	Iteration 27Q: 3 clusters Score -7550788 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -7550951.000000 Penalty: 5427.747559
	Iteration 28Q: 3 clusters Score -7550951 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -7551049.500000 Penalty: 5427.747559
	Iteration 29Q: 3 clusters Score -7551050 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -7551209.000000 Penalty: 5427.747559
	Iteration 30Q: 3 clusters Score -7551209 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -7551324.500000 Penalty: 5427.747559
	Iteration 31Q: 3 clusters Score -7551324 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 48595 members 
Entering Unmasked Estep 
Score: -7551454.500000 Penalty: 5427.747559
	Iteration 32Q: 3 clusters Score -7551454 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -7551538.000000 Penalty: 5427.747559
	Iteration 33Q: 3 clusters Score -7551538 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -7551636.000000 Penalty: 5427.747559
	Iteration 34Q: 3 clusters Score -7551636 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -7551706.500000 Penalty: 5427.747559
	Iteration 35Q: 3 clusters Score -7551706 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -7551794.500000 Penalty: 5427.747559
	Iteration 36Q: 3 clusters Score -7551794 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -7551832.000000 Penalty: 5427.747559
	Iteration 37Q: 3 clusters Score -7551832 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -7551889.500000 Penalty: 5427.747559
	Iteration 38Q: 3 clusters Score -7551890 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 50818 members 
Entering Unmasked Estep 
Score: -7551932.500000 Penalty: 5427.747559
	Iteration 39Q: 3 clusters Score -7551932 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -7551977.500000 Penalty: 5427.747559
	Iteration 40F: 3 clusters Score -7551978 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -7552020.500000 Penalty: 5427.747559
	Iteration 41Q: 3 clusters Score -7552020 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 51444 members 
Entering Unmasked Estep 
Score: -7552063.000000 Penalty: 5427.747559
	Iteration 42Q: 3 clusters Score -7552063 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -7552096.500000 Penalty: 5427.747559
	Iteration 43Q: 3 clusters Score -7552096 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 51799 members 
Entering Unmasked Estep 
Score: -7552152.500000 Penalty: 5427.747559
	Iteration 44Q: 3 clusters Score -7552152 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 51933 members 
Entering Unmasked Estep 
Score: -7552163.000000 Penalty: 5427.747559
	Iteration 45Q: 3 clusters Score -7552163 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -7552200.500000 Penalty: 5427.747559
	Iteration 46Q: 3 clusters Score -7552200 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -7552242.000000 Penalty: 5427.747559
	Iteration 47Q: 3 clusters Score -7552242 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 52331 members 
Entering Unmasked Estep 
Score: -7552260.500000 Penalty: 5427.747559
	Iteration 48Q: 3 clusters Score -7552260 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -7552276.500000 Penalty: 5427.747559
	Iteration 49Q: 3 clusters Score -7552276 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -7552298.500000 Penalty: 5427.747559
	Iteration 50Q: 3 clusters Score -7552298 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 52704 members 
Entering Unmasked Estep 
Score: -7552321.500000 Penalty: 5427.747559
	Iteration 51Q: 3 clusters Score -7552322 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
Score: -7552348.500000 Penalty: 5427.747559
	Iteration 52Q: 3 clusters Score -7552348 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
Score: -7552353.500000 Penalty: 5427.747559
	Iteration 53Q: 3 clusters Score -7552354 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 52973 members 
Entering Unmasked Estep 
Score: -7552374.000000 Penalty: 5427.747559
	Iteration 54Q: 3 clusters Score -7552374 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 53057 members 
Entering Unmasked Estep 
Score: -7552401.500000 Penalty: 5427.747559
	Iteration 55Q: 3 clusters Score -7552402 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -7552425.500000 Penalty: 5427.747559
	Iteration 56Q: 3 clusters Score -7552426 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -7552434.500000 Penalty: 5427.747559
	Iteration 57Q: 3 clusters Score -7552434 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -7552450.500000 Penalty: 5427.747559
	Iteration 58Q: 3 clusters Score -7552450 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 53348 members 
Entering Unmasked Estep 
Score: -7552452.000000 Penalty: 5427.747559
	Iteration 59Q: 3 clusters Score -7552452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -7552461.000000 Penalty: 5427.747559
	Iteration 60F: 3 clusters Score -7552461 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 53430 members 
Entering Unmasked Estep 
Score: -7552467.000000 Penalty: 5427.747559
	Iteration 61Q: 3 clusters Score -7552467 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -7552465.500000 Penalty: 5427.747559
	Iteration 62Q: 3 clusters Score -7552466 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -7552477.500000 Penalty: 5427.747559
	Iteration 63Q: 3 clusters Score -7552478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -7552471.000000 Penalty: 5427.747559
	Iteration 64Q: 3 clusters Score -7552471 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 53583 members 
Entering Unmasked Estep 
Score: -7552479.500000 Penalty: 5427.747559
	Iteration 65Q: 3 clusters Score -7552480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -7552494.000000 Penalty: 5427.747559
	Iteration 66Q: 3 clusters Score -7552494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 53649 members 
Entering Unmasked Estep 
Score: -7552504.000000 Penalty: 5427.747559
	Iteration 67Q: 3 clusters Score -7552504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -7552521.000000 Penalty: 5427.747559
	Iteration 68Q: 3 clusters Score -7552521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -7552527.000000 Penalty: 5427.747559
	Iteration 69Q: 3 clusters Score -7552527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 53719 members 
Entering Unmasked Estep 
Score: -7552514.000000 Penalty: 5427.747559
	Iteration 70Q: 3 clusters Score -7552514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -7552536.500000 Penalty: 5427.747559
	Iteration 71Q: 3 clusters Score -7552536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -7552541.000000 Penalty: 5427.747559
	Iteration 72Q: 3 clusters Score -7552541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -7552540.500000 Penalty: 5427.747559
	Iteration 73Q: 3 clusters Score -7552540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -7552550.000000 Penalty: 5427.747559
	Iteration 74Q: 3 clusters Score -7552550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 53819 members 
Entering Unmasked Estep 
Score: -7552555.000000 Penalty: 5427.747559
	Iteration 75Q: 3 clusters Score -7552555 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -7552558.500000 Penalty: 5427.747559
	Iteration 76Q: 3 clusters Score -7552558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -7552548.500000 Penalty: 5427.747559
	Iteration 77Q: 3 clusters Score -7552548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -7552563.000000 Penalty: 5427.747559
	Iteration 78Q: 3 clusters Score -7552563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -7552554.000000 Penalty: 5427.747559
	Iteration 79Q: 3 clusters Score -7552554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 53923 members 
Entering Unmasked Estep 
Score: -7552548.500000 Penalty: 5427.747559
	Iteration 80F: 3 clusters Score -7552548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 53936 members 
Entering Unmasked Estep 
Score: -7552547.500000 Penalty: 5427.747559
	Iteration 81Q: 3 clusters Score -7552548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -7552555.000000 Penalty: 5427.747559
	Iteration 82Q: 3 clusters Score -7552555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 53971 members 
Entering Unmasked Estep 
Score: -7552557.000000 Penalty: 5427.747559
	Iteration 83Q: 3 clusters Score -7552557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 53991 members 
Entering Unmasked Estep 
Score: -7552559.000000 Penalty: 5427.747559
	Iteration 84Q: 3 clusters Score -7552559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -7552564.000000 Penalty: 5427.747559
	Iteration 85Q: 3 clusters Score -7552564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 54025 members 
Entering Unmasked Estep 
Score: -7552568.500000 Penalty: 5427.747559
	Iteration 86Q: 3 clusters Score -7552568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -7552573.500000 Penalty: 5427.747559
	Iteration 87Q: 3 clusters Score -7552574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -7552576.500000 Penalty: 5427.747559
	Iteration 88Q: 3 clusters Score -7552576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -7552579.500000 Penalty: 5427.747559
	Iteration 89Q: 3 clusters Score -7552580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 54054 members 
Entering Unmasked Estep 
Score: -7552585.500000 Penalty: 5427.747559
	Iteration 90Q: 3 clusters Score -7552586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -7552588.000000 Penalty: 5427.747559
	Iteration 91Q: 3 clusters Score -7552588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -7552584.500000 Penalty: 5427.747559
	Iteration 92Q: 3 clusters Score -7552584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 54079 members 
Entering Unmasked Estep 
Score: -7552594.000000 Penalty: 5427.747559
	Iteration 93Q: 3 clusters Score -7552594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 54090 members 
Entering Unmasked Estep 
Score: -7552597.000000 Penalty: 5427.747559
	Iteration 94Q: 3 clusters Score -7552597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 54099 members 
Entering Unmasked Estep 
Score: -7552598.000000 Penalty: 5427.747559
	Iteration 95Q: 3 clusters Score -7552598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -7552606.000000 Penalty: 5427.747559
	Iteration 96Q: 3 clusters Score -7552606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 54111 members 
Entering Unmasked Estep 
Score: -7552597.500000 Penalty: 5427.747559
	Iteration 97Q: 3 clusters Score -7552598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 54119 members 
Entering Unmasked Estep 
Score: -7552599.500000 Penalty: 5427.747559
	Iteration 98Q: 3 clusters Score -7552600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 54130 members 
Entering Unmasked Estep 
Score: -7552601.000000 Penalty: 5427.747559
	Iteration 99Q: 3 clusters Score -7552601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -7552593.500000 Penalty: 5427.747559
	Iteration 100F: 3 clusters Score -7552594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -7552590.000000 Penalty: 5427.747559
	Iteration 101Q: 3 clusters Score -7552590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -7552601.500000 Penalty: 5427.747559
	Iteration 102Q: 3 clusters Score -7552602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -7552602.000000 Penalty: 5427.747559
	Iteration 103Q: 3 clusters Score -7552602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -7552598.500000 Penalty: 5427.747559
	Iteration 104Q: 3 clusters Score -7552598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 54165 members 
Entering Unmasked Estep 
Score: -7552610.500000 Penalty: 5427.747559
	Iteration 105Q: 3 clusters Score -7552610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 54169 members 
Entering Unmasked Estep 
Score: -7552606.500000 Penalty: 5427.747559
	Iteration 106Q: 3 clusters Score -7552606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
Score: -7552604.000000 Penalty: 5427.747559
	Iteration 107Q: 3 clusters Score -7552604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -7552604.000000 Penalty: 5427.747559
	Iteration 108Q: 3 clusters Score -7552604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -7552608.500000 Penalty: 5427.747559
	Iteration 109Q: 3 clusters Score -7552608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -7552608.000000 Penalty: 5427.747559
	Iteration 110Q: 3 clusters Score -7552608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 54210 members 
Entering Unmasked Estep 
Score: -7552604.500000 Penalty: 5427.747559
	Iteration 111Q: 3 clusters Score -7552604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 54223 members 
Entering Unmasked Estep 
Score: -7552611.500000 Penalty: 5427.747559
	Iteration 112Q: 3 clusters Score -7552612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -7552602.500000 Penalty: 5427.747559
	Iteration 113Q: 3 clusters Score -7552602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 54243 members 
Entering Unmasked Estep 
Score: -7552600.000000 Penalty: 5427.747559
	Iteration 114Q: 3 clusters Score -7552600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 54251 members 
Entering Unmasked Estep 
Score: -7552599.500000 Penalty: 5427.747559
	Iteration 115Q: 3 clusters Score -7552600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
Score: -7552615.000000 Penalty: 5427.747559
	Iteration 116Q: 3 clusters Score -7552615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 54266 members 
Entering Unmasked Estep 
Score: -7552612.000000 Penalty: 5427.747559
	Iteration 117Q: 3 clusters Score -7552612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 54270 members 
Entering Unmasked Estep 
Score: -7552601.500000 Penalty: 5427.747559
	Iteration 118Q: 3 clusters Score -7552602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 54274 members 
Entering Unmasked Estep 
Score: -7552609.500000 Penalty: 5427.747559
	Iteration 119Q: 3 clusters Score -7552610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -7552598.000000 Penalty: 5427.747559
	Iteration 120F: 3 clusters Score -7552598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -7552610.000000 Penalty: 5427.747559
	Iteration 121Q: 3 clusters Score -7552610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
Score: -7552613.000000 Penalty: 5427.747559
	Iteration 122Q: 3 clusters Score -7552613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
Score: -7552613.000000 Penalty: 5427.747559
	Iteration 123F: 3 clusters Score -7552613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -91096.421875 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -91096.42 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 364 members 
Entering Unmasked Estep 
Score: -89379.585938 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -89379.59 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -89579.117188 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -89579.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89630.000000 Penalty: 3252.866211
	Iteration 2Q: 3 clusters Score -89630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -89676.679688 Penalty: 3252.866211
	Iteration 3Q: 3 clusters Score -89676.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -89701.343750 Penalty: 3252.866211
	Iteration 4Q: 3 clusters Score -89701.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -89708.718750 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -89708.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -89716.789062 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -89716.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -89721.367188 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -89721.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -89724.789062 Penalty: 3252.866211
	Iteration 8Q: 3 clusters Score -89724.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -89725.421875 Penalty: 3252.866211
	Iteration 9Q: 3 clusters Score -89725.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -89725.421875 Penalty: 3252.866211
	Iteration 10F: 3 clusters Score -89725.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101732 members 
Entering Unmasked Estep 
Score: -13171813.000000 Penalty: 2859.464111
	Iteration 0F: 2 clusters Score -1.317181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -13103613.000000 Penalty: 5718.928223
	Iteration 0F: 3 clusters Score -1.310361e+07 nChanged 48228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 50253 members 
Entering Unmasked Estep 
Score: -13131512.000000 Penalty: 5718.928223
	Iteration 1F: 3 clusters Score -1.313151e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -13132665.000000 Penalty: 5718.928223
	Iteration 2Q: 3 clusters Score -1.313266e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -13134666.000000 Penalty: 5718.928223
	Iteration 3Q: 3 clusters Score -1.313467e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57095 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -13138252.000000 Penalty: 5718.928223
	Iteration 4F: 3 clusters Score -1.313825e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -13143250.000000 Penalty: 5718.928223
	Iteration 5F: 3 clusters Score -1.314325e+07 nChanged 7924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64549 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -13148456.000000 Penalty: 5718.928223
	Iteration 6F: 3 clusters Score -1.314846e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67898 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -13152361.000000 Penalty: 5718.928223
	Iteration 7F: 3 clusters Score -1.315236e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70792 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -13154676.000000 Penalty: 5718.928223
	Iteration 8F: 3 clusters Score -1.315468e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73547 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -13156140.000000 Penalty: 5718.928223
	Iteration 9Q: 3 clusters Score -1.315614e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -13157279.000000 Penalty: 5718.928223
	Iteration 10Q: 3 clusters Score -1.315728e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79253 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -13158515.000000 Penalty: 5718.928223
	Iteration 11Q: 3 clusters Score -1.315852e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82417 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -13159776.000000 Penalty: 5718.928223
	Iteration 12Q: 3 clusters Score -1.315978e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85709 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -13161400.000000 Penalty: 5718.928223
	Iteration 13Q: 3 clusters Score -1.31614e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89023 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -13163099.000000 Penalty: 5718.928223
	Iteration 14Q: 3 clusters Score -1.31631e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92132 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -13164998.000000 Penalty: 5718.928223
	Iteration 15Q: 3 clusters Score -1.3165e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94749 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -13166547.000000 Penalty: 5718.928223
	Iteration 16Q: 3 clusters Score -1.316655e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96754 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -13167717.000000 Penalty: 5718.928223
	Iteration 17Q: 3 clusters Score -1.316772e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98152 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -13168492.000000 Penalty: 5718.928223
	Iteration 18Q: 3 clusters Score -1.316849e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99113 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -13169079.000000 Penalty: 5718.928223
	Iteration 19Q: 3 clusters Score -1.316908e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99760 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -13169428.000000 Penalty: 5718.928223
	Iteration 20F: 3 clusters Score -1.316943e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100151 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -13169641.000000 Penalty: 5718.928223
	Iteration 21Q: 3 clusters Score -1.316964e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100383 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -13169741.000000 Penalty: 5718.928223
	Iteration 22Q: 3 clusters Score -1.316974e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100529 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -13169788.000000 Penalty: 5718.928223
	Iteration 23Q: 3 clusters Score -1.316979e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100610 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -13169800.000000 Penalty: 5718.928223
	Iteration 24Q: 3 clusters Score -1.31698e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100656 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -13169812.000000 Penalty: 5718.928223
	Iteration 25Q: 3 clusters Score -1.316981e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100699 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -13169851.000000 Penalty: 5718.928223
	Iteration 26Q: 3 clusters Score -1.316985e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100731 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -13169866.000000 Penalty: 5718.928223
	Iteration 27Q: 3 clusters Score -1.316987e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100752 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -13169867.000000 Penalty: 5718.928223
	Iteration 28Q: 3 clusters Score -1.316987e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100772 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -13169887.000000 Penalty: 5718.928223
	Iteration 29Q: 3 clusters Score -1.316989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100784 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -13169878.000000 Penalty: 5718.928223
	Iteration 30Q: 3 clusters Score -1.316988e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100798 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -13169886.000000 Penalty: 5718.928223
	Iteration 31Q: 3 clusters Score -1.316989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100811 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -13169889.000000 Penalty: 5718.928223
	Iteration 32Q: 3 clusters Score -1.316989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100820 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -13169902.000000 Penalty: 5718.928223
	Iteration 33Q: 3 clusters Score -1.31699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100830 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -13169915.000000 Penalty: 5718.928223
	Iteration 34Q: 3 clusters Score -1.316992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100835 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -13169922.000000 Penalty: 5718.928223
	Iteration 35Q: 3 clusters Score -1.316992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100838 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -13169922.000000 Penalty: 5718.928223
	Iteration 36Q: 3 clusters Score -1.316992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100839 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -13169926.000000 Penalty: 5718.928223
	Iteration 37Q: 3 clusters Score -1.316993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100839 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -13169916.000000 Penalty: 5718.928223
	Iteration 38Q: 3 clusters Score -1.316992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100841 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -13169915.000000 Penalty: 5718.928223
	Iteration 39Q: 3 clusters Score -1.316992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100843 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -13169919.000000 Penalty: 5718.928223
	Iteration 40F: 3 clusters Score -1.316992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100844 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -13169914.000000 Penalty: 5718.928223
	Iteration 41Q: 3 clusters Score -1.316991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100844 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -13169914.000000 Penalty: 5718.928223
	Iteration 42F: 3 clusters Score -1.316991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Entering Unmasked Estep 
Score: -1144271.375000 Penalty: 2258.034912
	Iteration 0F: 2 clusters Score -1144271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1137250.875000 Penalty: 4516.069824
	Iteration 0F: 3 clusters Score -1137251 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1139223.250000 Penalty: 4516.069824
	Iteration 1F: 3 clusters Score -1139223 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1139547.875000 Penalty: 4516.069824
	Iteration 2F: 3 clusters Score -1139548 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1139894.250000 Penalty: 4516.069824
	Iteration 3F: 3 clusters Score -1139894 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1140397.750000 Penalty: 4516.069824
	Iteration 4F: 3 clusters Score -1140398 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1141033.250000 Penalty: 4516.069824
	Iteration 5F: 3 clusters Score -1141033 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1141591.750000 Penalty: 4516.069824
	Iteration 6F: 3 clusters Score -1141592 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1141987.250000 Penalty: 4516.069824
	Iteration 7F: 3 clusters Score -1141987 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1142232.250000 Penalty: 4516.069824
	Iteration 8Q: 3 clusters Score -1142232 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1142387.750000 Penalty: 4516.069824
	Iteration 9Q: 3 clusters Score -1142388 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1142472.125000 Penalty: 4516.069824
	Iteration 10Q: 3 clusters Score -1142472 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1142530.875000 Penalty: 4516.069824
	Iteration 11Q: 3 clusters Score -1142531 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1142580.375000 Penalty: 4516.069824
	Iteration 12Q: 3 clusters Score -1142580 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1142623.375000 Penalty: 4516.069824
	Iteration 13Q: 3 clusters Score -1142623 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1142655.625000 Penalty: 4516.069824
	Iteration 14Q: 3 clusters Score -1142656 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1142674.125000 Penalty: 4516.069824
	Iteration 15Q: 3 clusters Score -1142674 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1142698.625000 Penalty: 4516.069824
	Iteration 16Q: 3 clusters Score -1142699 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1142721.125000 Penalty: 4516.069824
	Iteration 17Q: 3 clusters Score -1142721 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1142737.250000 Penalty: 4516.069824
	Iteration 18Q: 3 clusters Score -1142737 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1142748.375000 Penalty: 4516.069824
	Iteration 19Q: 3 clusters Score -1142748 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1142761.375000 Penalty: 4516.069824
	Iteration 20F: 3 clusters Score -1142761 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1142773.125000 Penalty: 4516.069824
	Iteration 21Q: 3 clusters Score -1142773 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1142785.250000 Penalty: 4516.069824
	Iteration 22Q: 3 clusters Score -1142785 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1142791.625000 Penalty: 4516.069824
	Iteration 23Q: 3 clusters Score -1142792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1142801.750000 Penalty: 4516.069824
	Iteration 24Q: 3 clusters Score -1142802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1142808.875000 Penalty: 4516.069824
	Iteration 25Q: 3 clusters Score -1142809 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1142819.875000 Penalty: 4516.069824
	Iteration 26Q: 3 clusters Score -1142820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1142828.250000 Penalty: 4516.069824
	Iteration 27Q: 3 clusters Score -1142828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1142837.875000 Penalty: 4516.069824
	Iteration 28Q: 3 clusters Score -1142838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1142848.000000 Penalty: 4516.069824
	Iteration 29Q: 3 clusters Score -1142848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1142852.625000 Penalty: 4516.069824
	Iteration 30Q: 3 clusters Score -1142853 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1142858.500000 Penalty: 4516.069824
	Iteration 31Q: 3 clusters Score -1142858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1142866.250000 Penalty: 4516.069824
	Iteration 32Q: 3 clusters Score -1142866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1142873.500000 Penalty: 4516.069824
	Iteration 33Q: 3 clusters Score -1142874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1142878.500000 Penalty: 4516.069824
	Iteration 34Q: 3 clusters Score -1142878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1142882.750000 Penalty: 4516.069824
	Iteration 35Q: 3 clusters Score -1142883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1142883.375000 Penalty: 4516.069824
	Iteration 36Q: 3 clusters Score -1142883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1142890.125000 Penalty: 4516.069824
	Iteration 37Q: 3 clusters Score -1142890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1142892.625000 Penalty: 4516.069824
	Iteration 38Q: 3 clusters Score -1142893 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1142899.000000 Penalty: 4516.069824
	Iteration 39Q: 3 clusters Score -1142899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1142909.875000 Penalty: 4516.069824
	Iteration 40F: 3 clusters Score -1142910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1142913.375000 Penalty: 4516.069824
	Iteration 41Q: 3 clusters Score -1142913 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1142924.500000 Penalty: 4516.069824
	Iteration 42Q: 3 clusters Score -1142924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1142930.125000 Penalty: 4516.069824
	Iteration 43Q: 3 clusters Score -1142930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1142936.500000 Penalty: 4516.069824
	Iteration 44Q: 3 clusters Score -1142936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1142942.750000 Penalty: 4516.069824
	Iteration 45Q: 3 clusters Score -1142943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1142947.375000 Penalty: 4516.069824
	Iteration 46Q: 3 clusters Score -1142947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1142953.375000 Penalty: 4516.069824
	Iteration 47Q: 3 clusters Score -1142953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1142961.750000 Penalty: 4516.069824
	Iteration 48Q: 3 clusters Score -1142962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1142967.625000 Penalty: 4516.069824
	Iteration 49Q: 3 clusters Score -1142968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1142973.625000 Penalty: 4516.069824
	Iteration 50Q: 3 clusters Score -1142974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1142974.125000 Penalty: 4516.069824
	Iteration 51Q: 3 clusters Score -1142974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1142978.875000 Penalty: 4516.069824
	Iteration 52Q: 3 clusters Score -1142979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1142980.750000 Penalty: 4516.069824
	Iteration 53Q: 3 clusters Score -1142981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1142983.625000 Penalty: 4516.069824
	Iteration 54Q: 3 clusters Score -1142984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1142984.000000 Penalty: 4516.069824
	Iteration 55Q: 3 clusters Score -1142984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1142986.625000 Penalty: 4516.069824
	Iteration 56Q: 3 clusters Score -1142987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1142989.500000 Penalty: 4516.069824
	Iteration 57Q: 3 clusters Score -1142990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1142990.875000 Penalty: 4516.069824
	Iteration 58Q: 3 clusters Score -1142991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1142997.125000 Penalty: 4516.069824
	Iteration 59Q: 3 clusters Score -1142997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1143001.375000 Penalty: 4516.069824
	Iteration 60F: 3 clusters Score -1143001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1143005.625000 Penalty: 4516.069824
	Iteration 61Q: 3 clusters Score -1143006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1143008.500000 Penalty: 4516.069824
	Iteration 62Q: 3 clusters Score -1143008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1143014.250000 Penalty: 4516.069824
	Iteration 63Q: 3 clusters Score -1143014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1143017.625000 Penalty: 4516.069824
	Iteration 64Q: 3 clusters Score -1143018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1143022.125000 Penalty: 4516.069824
	Iteration 65Q: 3 clusters Score -1143022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1143023.250000 Penalty: 4516.069824
	Iteration 66Q: 3 clusters Score -1143023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1143025.625000 Penalty: 4516.069824
	Iteration 67Q: 3 clusters Score -1143026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1143026.125000 Penalty: 4516.069824
	Iteration 68Q: 3 clusters Score -1143026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1143026.250000 Penalty: 4516.069824
	Iteration 69Q: 3 clusters Score -1143026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1143025.250000 Penalty: 4516.069824
	Iteration 70Q: 3 clusters Score -1143025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1143026.000000 Penalty: 4516.069824
	Iteration 71Q: 3 clusters Score -1143026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1143027.000000 Penalty: 4516.069824
	Iteration 72Q: 3 clusters Score -1143027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1143027.000000 Penalty: 4516.069824
	Iteration 73F: 3 clusters Score -1143027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -32427.947266 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -32427.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31153.714844 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -31153.71 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31723.460938 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -31723.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32049.427734 Penalty: 2873.334717
	Iteration 2F: 3 clusters Score -32049.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32219.830078 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -32219.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32415.263672 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -32415.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32540.117188 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -32540.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32599.369141 Penalty: 2873.334717
	Iteration 6Q: 3 clusters Score -32599.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32697.939453 Penalty: 2873.334717
	Iteration 7Q: 3 clusters Score -32697.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32758.656250 Penalty: 2873.334717
	Iteration 8Q: 3 clusters Score -32758.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -32764.005859 Penalty: 2873.334717
	Iteration 9F: 3 clusters Score -32764.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32777.230469 Penalty: 2873.334717
	Iteration 10Q: 3 clusters Score -32777.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -32777.230469 Penalty: 2873.334717
	Iteration 11F: 3 clusters Score -32777.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63158 members 
Mstep: Class 3 contains 189046 members 
Mstep: Class 4 contains 56559 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101732 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 123 members 
Mstep: Class 9 contains 111281 members 
Mstep: Class 10 contains 176777 members 
Mstep: Class 11 contains 5713 members 
Mstep: Class 12 contains 11875 members 
Mstep: Class 13 contains 169695 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52416 members 
Mstep: Class 17 contains 75096 members 
Mstep: Class 18 contains 173920 members 
Mstep: Class 19 contains 177089 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 23 contains 205 members 
Entering Unmasked Estep 
Score: -180413168.000000 Penalty: 80642.937500
Splitting cluster 8 changes total score from -180414752.000000 to -180413168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (111281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111281 members 
Entering Unmasked Estep 
Score: -14956441.000000 Penalty: 2881.713867
	Iteration 0F: 2 clusters Score -1.495644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55841 members 
Mstep: Class 2 contains 55440 members 
Entering Unmasked Estep 
Score: -14882231.000000 Penalty: 5763.427734
	Iteration 0F: 3 clusters Score -1.488223e+07 nChanged 52788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58131 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -14912762.000000 Penalty: 5763.427734
	Iteration 1F: 3 clusters Score -1.491276e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -14913600.000000 Penalty: 5763.427734
	Iteration 2Q: 3 clusters Score -1.49136e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61766 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -14914733.000000 Penalty: 5763.427734
	Iteration 3Q: 3 clusters Score -1.491473e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -14916365.000000 Penalty: 5763.427734
	Iteration 4Q: 3 clusters Score -1.491636e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70284 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -14919532.000000 Penalty: 5763.427734
	Iteration 5F: 3 clusters Score -1.491953e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77604 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -14925071.000000 Penalty: 5763.427734
	Iteration 6F: 3 clusters Score -1.492507e+07 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86954 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -14933668.000000 Penalty: 5763.427734
	Iteration 7F: 3 clusters Score -1.493367e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96228 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -14942906.000000 Penalty: 5763.427734
	Iteration 8F: 3 clusters Score -1.494291e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102492 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -14949242.000000 Penalty: 5763.427734
	Iteration 9F: 3 clusters Score -1.494924e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105582 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -14952524.000000 Penalty: 5763.427734
	Iteration 10Q: 3 clusters Score -1.495252e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106907 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -14953864.000000 Penalty: 5763.427734
	Iteration 11Q: 3 clusters Score -1.495386e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107489 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -14954435.000000 Penalty: 5763.427734
	Iteration 12Q: 3 clusters Score -1.495444e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107816 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -14954640.000000 Penalty: 5763.427734
	Iteration 13Q: 3 clusters Score -1.495464e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108047 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -14954708.000000 Penalty: 5763.427734
	Iteration 14Q: 3 clusters Score -1.495471e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108229 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -14954741.000000 Penalty: 5763.427734
	Iteration 15Q: 3 clusters Score -1.495474e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108394 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -14954803.000000 Penalty: 5763.427734
	Iteration 16Q: 3 clusters Score -1.49548e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108523 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -14954853.000000 Penalty: 5763.427734
	Iteration 17Q: 3 clusters Score -1.495485e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108619 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -14954893.000000 Penalty: 5763.427734
	Iteration 18Q: 3 clusters Score -1.495489e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108704 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -14954876.000000 Penalty: 5763.427734
	Iteration 19Q: 3 clusters Score -1.495488e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108773 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -14954903.000000 Penalty: 5763.427734
	Iteration 20F: 3 clusters Score -1.49549e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108812 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -14954933.000000 Penalty: 5763.427734
	Iteration 21Q: 3 clusters Score -1.495493e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108865 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -14954964.000000 Penalty: 5763.427734
	Iteration 22Q: 3 clusters Score -1.495496e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108914 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -14954959.000000 Penalty: 5763.427734
	Iteration 23Q: 3 clusters Score -1.495496e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108959 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -14954987.000000 Penalty: 5763.427734
	Iteration 24Q: 3 clusters Score -1.495499e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108997 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -14955012.000000 Penalty: 5763.427734
	Iteration 25Q: 3 clusters Score -1.495501e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109028 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -14955009.000000 Penalty: 5763.427734
	Iteration 26Q: 3 clusters Score -1.495501e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109061 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -14955009.000000 Penalty: 5763.427734
	Iteration 27Q: 3 clusters Score -1.495501e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109092 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -14954979.000000 Penalty: 5763.427734
	Iteration 28Q: 3 clusters Score -1.495498e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109121 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -14954977.000000 Penalty: 5763.427734
	Iteration 29Q: 3 clusters Score -1.495498e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109141 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -14954974.000000 Penalty: 5763.427734
	Iteration 30Q: 3 clusters Score -1.495497e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109157 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -14954975.000000 Penalty: 5763.427734
	Iteration 31Q: 3 clusters Score -1.495498e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109173 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -14954996.000000 Penalty: 5763.427734
	Iteration 32Q: 3 clusters Score -1.4955e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109190 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -14954992.000000 Penalty: 5763.427734
	Iteration 33Q: 3 clusters Score -1.495499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109202 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -14954989.000000 Penalty: 5763.427734
	Iteration 34Q: 3 clusters Score -1.495499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109210 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -14954999.000000 Penalty: 5763.427734
	Iteration 35Q: 3 clusters Score -1.4955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109215 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -14954987.000000 Penalty: 5763.427734
	Iteration 36Q: 3 clusters Score -1.495499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109222 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -14955003.000000 Penalty: 5763.427734
	Iteration 37Q: 3 clusters Score -1.4955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109224 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -14954994.000000 Penalty: 5763.427734
	Iteration 38Q: 3 clusters Score -1.495499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109225 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -14954999.000000 Penalty: 5763.427734
	Iteration 39Q: 3 clusters Score -1.4955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109225 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -14955002.000000 Penalty: 5763.427734
	Iteration 40F: 3 clusters Score -1.4955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109223 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -14954993.000000 Penalty: 5763.427734
	Iteration 41Q: 3 clusters Score -1.495499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109221 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -14954995.000000 Penalty: 5763.427734
	Iteration 42Q: 3 clusters Score -1.4955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109219 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -14954993.000000 Penalty: 5763.427734
	Iteration 43Q: 3 clusters Score -1.495499e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109217 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -14955008.000000 Penalty: 5763.427734
	Iteration 44Q: 3 clusters Score -1.495501e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109218 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -14955036.000000 Penalty: 5763.427734
	Iteration 45Q: 3 clusters Score -1.495504e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109233 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -14955113.000000 Penalty: 5763.427734
	Iteration 46Q: 3 clusters Score -1.495511e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109256 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -14955165.000000 Penalty: 5763.427734
	Iteration 47Q: 3 clusters Score -1.495516e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109294 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -14955194.000000 Penalty: 5763.427734
	Iteration 48Q: 3 clusters Score -1.495519e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109326 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -14955202.000000 Penalty: 5763.427734
	Iteration 49Q: 3 clusters Score -1.49552e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109363 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -14955162.000000 Penalty: 5763.427734
	Iteration 50Q: 3 clusters Score -1.495516e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109393 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -14955174.000000 Penalty: 5763.427734
	Iteration 51Q: 3 clusters Score -1.495517e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109416 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -14955186.000000 Penalty: 5763.427734
	Iteration 52Q: 3 clusters Score -1.495519e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109431 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -14955174.000000 Penalty: 5763.427734
	Iteration 53Q: 3 clusters Score -1.495517e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109442 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -14955180.000000 Penalty: 5763.427734
	Iteration 54Q: 3 clusters Score -1.495518e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109460 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -14955192.000000 Penalty: 5763.427734
	Iteration 55Q: 3 clusters Score -1.495519e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109473 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -14955198.000000 Penalty: 5763.427734
	Iteration 56Q: 3 clusters Score -1.49552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109480 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -14955213.000000 Penalty: 5763.427734
	Iteration 57Q: 3 clusters Score -1.495521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109486 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -14955210.000000 Penalty: 5763.427734
	Iteration 58Q: 3 clusters Score -1.495521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109486 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -14955219.000000 Penalty: 5763.427734
	Iteration 59Q: 3 clusters Score -1.495522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109489 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -14955296.000000 Penalty: 5763.427734
	Iteration 60F: 3 clusters Score -1.49553e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109465 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -14955399.000000 Penalty: 5763.427734
	Iteration 61Q: 3 clusters Score -1.49554e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109460 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -14955445.000000 Penalty: 5763.427734
	Iteration 62Q: 3 clusters Score -1.495544e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109501 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -14955484.000000 Penalty: 5763.427734
	Iteration 63Q: 3 clusters Score -1.495548e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109542 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -14955468.000000 Penalty: 5763.427734
	Iteration 64Q: 3 clusters Score -1.495547e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109568 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -14955452.000000 Penalty: 5763.427734
	Iteration 65Q: 3 clusters Score -1.495545e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109601 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -14955467.000000 Penalty: 5763.427734
	Iteration 66Q: 3 clusters Score -1.495547e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109626 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -14955466.000000 Penalty: 5763.427734
	Iteration 67Q: 3 clusters Score -1.495547e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109650 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -14955467.000000 Penalty: 5763.427734
	Iteration 68Q: 3 clusters Score -1.495547e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109667 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -14955469.000000 Penalty: 5763.427734
	Iteration 69Q: 3 clusters Score -1.495547e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109686 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -14955479.000000 Penalty: 5763.427734
	Iteration 70Q: 3 clusters Score -1.495548e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109701 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -14955480.000000 Penalty: 5763.427734
	Iteration 71Q: 3 clusters Score -1.495548e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109716 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -14955488.000000 Penalty: 5763.427734
	Iteration 72Q: 3 clusters Score -1.495549e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109726 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -14955486.000000 Penalty: 5763.427734
	Iteration 73Q: 3 clusters Score -1.495549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109729 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -14955504.000000 Penalty: 5763.427734
	Iteration 74Q: 3 clusters Score -1.49555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109733 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -14955514.000000 Penalty: 5763.427734
	Iteration 75Q: 3 clusters Score -1.495551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109737 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -14955504.000000 Penalty: 5763.427734
	Iteration 76Q: 3 clusters Score -1.49555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109739 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -14955505.000000 Penalty: 5763.427734
	Iteration 77Q: 3 clusters Score -1.49555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109740 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -14955505.000000 Penalty: 5763.427734
	Iteration 78Q: 3 clusters Score -1.49555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109742 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -14955509.000000 Penalty: 5763.427734
	Iteration 79Q: 3 clusters Score -1.495551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109746 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -14955505.000000 Penalty: 5763.427734
	Iteration 80F: 3 clusters Score -1.49555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109743 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -14955518.000000 Penalty: 5763.427734
	Iteration 81Q: 3 clusters Score -1.495552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109747 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -14955508.000000 Penalty: 5763.427734
	Iteration 82Q: 3 clusters Score -1.495551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109753 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -14955526.000000 Penalty: 5763.427734
	Iteration 83Q: 3 clusters Score -1.495553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109756 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -14955516.000000 Penalty: 5763.427734
	Iteration 84Q: 3 clusters Score -1.495552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109758 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -14955511.000000 Penalty: 5763.427734
	Iteration 85Q: 3 clusters Score -1.495551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109762 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -14955506.000000 Penalty: 5763.427734
	Iteration 86Q: 3 clusters Score -1.495551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109763 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -14955501.000000 Penalty: 5763.427734
	Iteration 87Q: 3 clusters Score -1.49555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109766 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -14955516.000000 Penalty: 5763.427734
	Iteration 88Q: 3 clusters Score -1.495552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109767 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -14955507.000000 Penalty: 5763.427734
	Iteration 89Q: 3 clusters Score -1.495551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109769 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -14955511.000000 Penalty: 5763.427734
	Iteration 90Q: 3 clusters Score -1.495551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109773 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -14955520.000000 Penalty: 5763.427734
	Iteration 91Q: 3 clusters Score -1.495552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109776 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -14955505.000000 Penalty: 5763.427734
	Iteration 92Q: 3 clusters Score -1.49555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109777 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -14955508.000000 Penalty: 5763.427734
	Iteration 93Q: 3 clusters Score -1.495551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109780 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -14955502.000000 Penalty: 5763.427734
	Iteration 94Q: 3 clusters Score -1.49555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109783 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -14955499.000000 Penalty: 5763.427734
	Iteration 95Q: 3 clusters Score -1.49555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109786 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -14955491.000000 Penalty: 5763.427734
	Iteration 96Q: 3 clusters Score -1.495549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109790 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -14955495.000000 Penalty: 5763.427734
	Iteration 97Q: 3 clusters Score -1.49555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109793 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -14955498.000000 Penalty: 5763.427734
	Iteration 98Q: 3 clusters Score -1.49555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109794 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -14955492.000000 Penalty: 5763.427734
	Iteration 99Q: 3 clusters Score -1.495549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109795 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -14955505.000000 Penalty: 5763.427734
	Iteration 100F: 3 clusters Score -1.49555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109796 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -14955497.000000 Penalty: 5763.427734
	Iteration 101Q: 3 clusters Score -1.49555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109800 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -14955506.000000 Penalty: 5763.427734
	Iteration 102Q: 3 clusters Score -1.495551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109806 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -14955497.000000 Penalty: 5763.427734
	Iteration 103Q: 3 clusters Score -1.49555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109810 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -14955501.000000 Penalty: 5763.427734
	Iteration 104Q: 3 clusters Score -1.49555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109812 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -14955500.000000 Penalty: 5763.427734
	Iteration 105Q: 3 clusters Score -1.49555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109817 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -14955511.000000 Penalty: 5763.427734
	Iteration 106Q: 3 clusters Score -1.495551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109818 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -14955508.000000 Penalty: 5763.427734
	Iteration 107Q: 3 clusters Score -1.495551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109821 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -14955506.000000 Penalty: 5763.427734
	Iteration 108Q: 3 clusters Score -1.495551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109824 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -14955498.000000 Penalty: 5763.427734
	Iteration 109Q: 3 clusters Score -1.49555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109826 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -14955504.000000 Penalty: 5763.427734
	Iteration 110Q: 3 clusters Score -1.49555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109827 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -14955497.000000 Penalty: 5763.427734
	Iteration 111Q: 3 clusters Score -1.49555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109827 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -14955497.000000 Penalty: 5763.427734
	Iteration 112F: 3 clusters Score -1.49555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (176777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176777 members 
Entering Unmasked Estep 
Score: -23491710.000000 Penalty: 2996.495850
	Iteration 0F: 2 clusters Score -2.349171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88842 members 
Mstep: Class 2 contains 87935 members 
Entering Unmasked Estep 
Score: -23377442.000000 Penalty: 5992.991699
	Iteration 0F: 3 clusters Score -2.337744e+07 nChanged 84565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95835 members 
Mstep: Class 2 contains 80942 members 
Entering Unmasked Estep 
Score: -23426718.000000 Penalty: 5992.991699
	Iteration 1F: 3 clusters Score -2.342672e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100627 members 
Mstep: Class 2 contains 76150 members 
Entering Unmasked Estep 
Score: -23429316.000000 Penalty: 5992.991699
	Iteration 2Q: 3 clusters Score -2.342932e+07 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108307 members 
Mstep: Class 2 contains 68470 members 
Entering Unmasked Estep 
Score: -23434398.000000 Penalty: 5992.991699
	Iteration 3F: 3 clusters Score -2.34344e+07 nChanged 13388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119469 members 
Mstep: Class 2 contains 57308 members 
Entering Unmasked Estep 
Score: -23444548.000000 Penalty: 5992.991699
	Iteration 4F: 3 clusters Score -2.344455e+07 nChanged 16410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133349 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -23458972.000000 Penalty: 5992.991699
	Iteration 5F: 3 clusters Score -2.345897e+07 nChanged 15721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146736 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -23473658.000000 Penalty: 5992.991699
	Iteration 6F: 3 clusters Score -2.347366e+07 nChanged 10873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156075 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -23483874.000000 Penalty: 5992.991699
	Iteration 7F: 3 clusters Score -2.348387e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161495 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -23489568.000000 Penalty: 5992.991699
	Iteration 8Q: 3 clusters Score -2.348957e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164265 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -23491812.000000 Penalty: 5992.991699
	Iteration 9Q: 3 clusters Score -2.349181e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165911 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -23492572.000000 Penalty: 5992.991699
	Iteration 10Q: 3 clusters Score -2.349257e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167088 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -23492728.000000 Penalty: 5992.991699
	Iteration 11Q: 3 clusters Score -2.349273e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168038 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -23492590.000000 Penalty: 5992.991699
	Iteration 12Q: 3 clusters Score -2.349259e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168860 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -23492494.000000 Penalty: 5992.991699
	Iteration 13Q: 3 clusters Score -2.349249e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169596 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -23492430.000000 Penalty: 5992.991699
	Iteration 14Q: 3 clusters Score -2.349243e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170240 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -23492396.000000 Penalty: 5992.991699
	Iteration 15Q: 3 clusters Score -2.34924e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170757 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -23492204.000000 Penalty: 5992.991699
	Iteration 16Q: 3 clusters Score -2.34922e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171220 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -23492284.000000 Penalty: 5992.991699
	Iteration 17Q: 3 clusters Score -2.349228e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171609 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -23492220.000000 Penalty: 5992.991699
	Iteration 18Q: 3 clusters Score -2.349222e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171985 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -23492248.000000 Penalty: 5992.991699
	Iteration 19Q: 3 clusters Score -2.349225e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172297 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -23492148.000000 Penalty: 5992.991699
	Iteration 20F: 3 clusters Score -2.349215e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172569 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -23492084.000000 Penalty: 5992.991699
	Iteration 21Q: 3 clusters Score -2.349208e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172811 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -23492082.000000 Penalty: 5992.991699
	Iteration 22Q: 3 clusters Score -2.349208e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173033 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -23492094.000000 Penalty: 5992.991699
	Iteration 23Q: 3 clusters Score -2.349209e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173225 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -23492082.000000 Penalty: 5992.991699
	Iteration 24Q: 3 clusters Score -2.349208e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173371 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -23492062.000000 Penalty: 5992.991699
	Iteration 25Q: 3 clusters Score -2.349206e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173486 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -23492062.000000 Penalty: 5992.991699
	Iteration 26Q: 3 clusters Score -2.349206e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173594 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -23492022.000000 Penalty: 5992.991699
	Iteration 27Q: 3 clusters Score -2.349202e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173685 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -23492018.000000 Penalty: 5992.991699
	Iteration 28Q: 3 clusters Score -2.349202e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173763 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -23492020.000000 Penalty: 5992.991699
	Iteration 29Q: 3 clusters Score -2.349202e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173836 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -23492014.000000 Penalty: 5992.991699
	Iteration 30Q: 3 clusters Score -2.349201e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173890 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -23492008.000000 Penalty: 5992.991699
	Iteration 31Q: 3 clusters Score -2.349201e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173929 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -23492006.000000 Penalty: 5992.991699
	Iteration 32Q: 3 clusters Score -2.349201e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173959 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -23491992.000000 Penalty: 5992.991699
	Iteration 33Q: 3 clusters Score -2.349199e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173990 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -23491974.000000 Penalty: 5992.991699
	Iteration 34Q: 3 clusters Score -2.349197e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174014 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -23491976.000000 Penalty: 5992.991699
	Iteration 35Q: 3 clusters Score -2.349198e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174040 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -23491964.000000 Penalty: 5992.991699
	Iteration 36Q: 3 clusters Score -2.349196e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174059 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -23491944.000000 Penalty: 5992.991699
	Iteration 37Q: 3 clusters Score -2.349194e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174079 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -23491950.000000 Penalty: 5992.991699
	Iteration 38Q: 3 clusters Score -2.349195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174097 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -23491932.000000 Penalty: 5992.991699
	Iteration 39Q: 3 clusters Score -2.349193e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174114 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -23491926.000000 Penalty: 5992.991699
	Iteration 40F: 3 clusters Score -2.349193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174127 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -23491916.000000 Penalty: 5992.991699
	Iteration 41Q: 3 clusters Score -2.349192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174140 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -23491904.000000 Penalty: 5992.991699
	Iteration 42Q: 3 clusters Score -2.34919e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174151 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -23491916.000000 Penalty: 5992.991699
	Iteration 43Q: 3 clusters Score -2.349192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174161 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -23491904.000000 Penalty: 5992.991699
	Iteration 44Q: 3 clusters Score -2.34919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174166 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -23491894.000000 Penalty: 5992.991699
	Iteration 45Q: 3 clusters Score -2.349189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174172 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -23491892.000000 Penalty: 5992.991699
	Iteration 46Q: 3 clusters Score -2.349189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174175 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -23491892.000000 Penalty: 5992.991699
	Iteration 47Q: 3 clusters Score -2.349189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174179 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -23491894.000000 Penalty: 5992.991699
	Iteration 48Q: 3 clusters Score -2.349189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174183 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -23491890.000000 Penalty: 5992.991699
	Iteration 49Q: 3 clusters Score -2.349189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174188 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -23491872.000000 Penalty: 5992.991699
	Iteration 50Q: 3 clusters Score -2.349187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174191 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -23491880.000000 Penalty: 5992.991699
	Iteration 51Q: 3 clusters Score -2.349188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174194 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -23491880.000000 Penalty: 5992.991699
	Iteration 52Q: 3 clusters Score -2.349188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174197 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -23491876.000000 Penalty: 5992.991699
	Iteration 53Q: 3 clusters Score -2.349188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174201 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -23491876.000000 Penalty: 5992.991699
	Iteration 54Q: 3 clusters Score -2.349188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174207 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -23491868.000000 Penalty: 5992.991699
	Iteration 55Q: 3 clusters Score -2.349187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174213 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -23491872.000000 Penalty: 5992.991699
	Iteration 56Q: 3 clusters Score -2.349187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174221 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -23491872.000000 Penalty: 5992.991699
	Iteration 57Q: 3 clusters Score -2.349187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174227 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -23491880.000000 Penalty: 5992.991699
	Iteration 58Q: 3 clusters Score -2.349188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174233 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -23491868.000000 Penalty: 5992.991699
	Iteration 59Q: 3 clusters Score -2.349187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174237 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -23491882.000000 Penalty: 5992.991699
	Iteration 60F: 3 clusters Score -2.349188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174240 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -23491868.000000 Penalty: 5992.991699
	Iteration 61Q: 3 clusters Score -2.349187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174242 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -23491870.000000 Penalty: 5992.991699
	Iteration 62Q: 3 clusters Score -2.349187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174243 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -23491866.000000 Penalty: 5992.991699
	Iteration 63Q: 3 clusters Score -2.349187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174245 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -23491890.000000 Penalty: 5992.991699
	Iteration 64Q: 3 clusters Score -2.349189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174245 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -23491890.000000 Penalty: 5992.991699
	Iteration 65F: 3 clusters Score -2.349189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63158 members 
Mstep: Class 3 contains 189046 members 
Mstep: Class 4 contains 56559 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101732 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111281 members 
Mstep: Class 10 contains 174245 members 
Mstep: Class 11 contains 5713 members 
Mstep: Class 12 contains 11875 members 
Mstep: Class 13 contains 169695 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52416 members 
Mstep: Class 17 contains 75096 members 
Mstep: Class 18 contains 173920 members 
Mstep: Class 19 contains 177089 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 23 contains 2532 members 
Entering Unmasked Estep 
Score: -180415744.000000 Penalty: 80642.937500
Splitting cluster 10 changes total score from -180414752.000000 to -180415744.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (5713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Entering Unmasked Estep 
Score: -759608.000000 Penalty: 2145.323730
	Iteration 0F: 2 clusters Score -759608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -754638.500000 Penalty: 4290.647461
	Iteration 0F: 3 clusters Score -754638.5 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -755881.625000 Penalty: 4290.647461
	Iteration 1F: 3 clusters Score -755881.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -756192.937500 Penalty: 4290.647461
	Iteration 2F: 3 clusters Score -756192.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -756437.687500 Penalty: 4290.647461
	Iteration 3F: 3 clusters Score -756437.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -756678.250000 Penalty: 4290.647461
	Iteration 4F: 3 clusters Score -756678.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -756895.812500 Penalty: 4290.647461
	Iteration 5F: 3 clusters Score -756895.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -757062.750000 Penalty: 4290.647461
	Iteration 6Q: 3 clusters Score -757062.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -757206.687500 Penalty: 4290.647461
	Iteration 7Q: 3 clusters Score -757206.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -757321.312500 Penalty: 4290.647461
	Iteration 8Q: 3 clusters Score -757321.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -757412.062500 Penalty: 4290.647461
	Iteration 9Q: 3 clusters Score -757412.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -757482.187500 Penalty: 4290.647461
	Iteration 10Q: 3 clusters Score -757482.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -757531.937500 Penalty: 4290.647461
	Iteration 11Q: 3 clusters Score -757531.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -757580.500000 Penalty: 4290.647461
	Iteration 12Q: 3 clusters Score -757580.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -757627.000000 Penalty: 4290.647461
	Iteration 13Q: 3 clusters Score -757627 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -757658.875000 Penalty: 4290.647461
	Iteration 14Q: 3 clusters Score -757658.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -757690.562500 Penalty: 4290.647461
	Iteration 15Q: 3 clusters Score -757690.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -757710.250000 Penalty: 4290.647461
	Iteration 16Q: 3 clusters Score -757710.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -757724.687500 Penalty: 4290.647461
	Iteration 17Q: 3 clusters Score -757724.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -757738.875000 Penalty: 4290.647461
	Iteration 18Q: 3 clusters Score -757738.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -757752.250000 Penalty: 4290.647461
	Iteration 19Q: 3 clusters Score -757752.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -757767.312500 Penalty: 4290.647461
	Iteration 20F: 3 clusters Score -757767.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -757784.937500 Penalty: 4290.647461
	Iteration 21Q: 3 clusters Score -757784.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -757800.687500 Penalty: 4290.647461
	Iteration 22Q: 3 clusters Score -757800.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -757808.875000 Penalty: 4290.647461
	Iteration 23Q: 3 clusters Score -757808.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -757825.312500 Penalty: 4290.647461
	Iteration 24Q: 3 clusters Score -757825.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -757844.000000 Penalty: 4290.647461
	Iteration 25Q: 3 clusters Score -757844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -757864.312500 Penalty: 4290.647461
	Iteration 26Q: 3 clusters Score -757864.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -757884.687500 Penalty: 4290.647461
	Iteration 27Q: 3 clusters Score -757884.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -757896.687500 Penalty: 4290.647461
	Iteration 28Q: 3 clusters Score -757896.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -757904.437500 Penalty: 4290.647461
	Iteration 29Q: 3 clusters Score -757904.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -757913.500000 Penalty: 4290.647461
	Iteration 30Q: 3 clusters Score -757913.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -757924.812500 Penalty: 4290.647461
	Iteration 31Q: 3 clusters Score -757924.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -757933.062500 Penalty: 4290.647461
	Iteration 32Q: 3 clusters Score -757933.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -757943.000000 Penalty: 4290.647461
	Iteration 33Q: 3 clusters Score -757943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -757952.812500 Penalty: 4290.647461
	Iteration 34Q: 3 clusters Score -757952.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -757964.750000 Penalty: 4290.647461
	Iteration 35Q: 3 clusters Score -757964.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -757972.250000 Penalty: 4290.647461
	Iteration 36Q: 3 clusters Score -757972.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -757979.312500 Penalty: 4290.647461
	Iteration 37Q: 3 clusters Score -757979.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -757984.625000 Penalty: 4290.647461
	Iteration 38Q: 3 clusters Score -757984.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -757988.750000 Penalty: 4290.647461
	Iteration 39Q: 3 clusters Score -757988.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -757988.812500 Penalty: 4290.647461
	Iteration 40F: 3 clusters Score -757988.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -757988.812500 Penalty: 4290.647461
	Iteration 41Q: 3 clusters Score -757988.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -757991.625000 Penalty: 4290.647461
	Iteration 42Q: 3 clusters Score -757991.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -757996.125000 Penalty: 4290.647461
	Iteration 43Q: 3 clusters Score -757996.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -757996.750000 Penalty: 4290.647461
	Iteration 44Q: 3 clusters Score -757996.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -757998.812500 Penalty: 4290.647461
	Iteration 45Q: 3 clusters Score -757998.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -758002.062500 Penalty: 4290.647461
	Iteration 46Q: 3 clusters Score -758002.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -758004.437500 Penalty: 4290.647461
	Iteration 47Q: 3 clusters Score -758004.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -758006.000000 Penalty: 4290.647461
	Iteration 48Q: 3 clusters Score -758006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -758008.562500 Penalty: 4290.647461
	Iteration 49Q: 3 clusters Score -758008.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -758009.937500 Penalty: 4290.647461
	Iteration 50Q: 3 clusters Score -758009.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -758014.875000 Penalty: 4290.647461
	Iteration 51Q: 3 clusters Score -758014.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -758017.500000 Penalty: 4290.647461
	Iteration 52Q: 3 clusters Score -758017.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -758020.562500 Penalty: 4290.647461
	Iteration 53Q: 3 clusters Score -758020.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -758025.562500 Penalty: 4290.647461
	Iteration 54Q: 3 clusters Score -758025.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -758028.562500 Penalty: 4290.647461
	Iteration 55Q: 3 clusters Score -758028.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -758032.312500 Penalty: 4290.647461
	Iteration 56Q: 3 clusters Score -758032.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -758033.937500 Penalty: 4290.647461
	Iteration 57Q: 3 clusters Score -758033.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -758033.875000 Penalty: 4290.647461
	Iteration 58Q: 3 clusters Score -758033.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -758035.000000 Penalty: 4290.647461
	Iteration 59Q: 3 clusters Score -758035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -758035.000000 Penalty: 4290.647461
	Iteration 60F: 3 clusters Score -758035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Entering Unmasked Estep 
Score: -1584007.875000 Penalty: 2326.783203
	Iteration 0F: 2 clusters Score -1584008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1575155.500000 Penalty: 4653.566406
	Iteration 0F: 3 clusters Score -1575156 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1577780.000000 Penalty: 4653.566406
	Iteration 1F: 3 clusters Score -1577780 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1578141.625000 Penalty: 4653.566406
	Iteration 2F: 3 clusters Score -1578142 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1578458.875000 Penalty: 4653.566406
	Iteration 3F: 3 clusters Score -1578459 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1578799.375000 Penalty: 4653.566406
	Iteration 4Q: 3 clusters Score -1578799 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1579175.625000 Penalty: 4653.566406
	Iteration 5Q: 3 clusters Score -1579176 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1579551.750000 Penalty: 4653.566406
	Iteration 6F: 3 clusters Score -1579552 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1579929.250000 Penalty: 4653.566406
	Iteration 7F: 3 clusters Score -1579929 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1580270.000000 Penalty: 4653.566406
	Iteration 8F: 3 clusters Score -1580270 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1580571.375000 Penalty: 4653.566406
	Iteration 9Q: 3 clusters Score -1580571 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1580845.875000 Penalty: 4653.566406
	Iteration 10Q: 3 clusters Score -1580846 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1581120.000000 Penalty: 4653.566406
	Iteration 11Q: 3 clusters Score -1581120 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1581371.000000 Penalty: 4653.566406
	Iteration 12Q: 3 clusters Score -1581371 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1581614.500000 Penalty: 4653.566406
	Iteration 13Q: 3 clusters Score -1581614 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1581827.250000 Penalty: 4653.566406
	Iteration 14Q: 3 clusters Score -1581827 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1581987.125000 Penalty: 4653.566406
	Iteration 15Q: 3 clusters Score -1581987 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1582079.000000 Penalty: 4653.566406
	Iteration 16Q: 3 clusters Score -1582079 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1582143.250000 Penalty: 4653.566406
	Iteration 17Q: 3 clusters Score -1582143 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1582193.000000 Penalty: 4653.566406
	Iteration 18Q: 3 clusters Score -1582193 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1582241.250000 Penalty: 4653.566406
	Iteration 19Q: 3 clusters Score -1582241 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1582288.750000 Penalty: 4653.566406
	Iteration 20F: 3 clusters Score -1582289 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1582318.500000 Penalty: 4653.566406
	Iteration 21Q: 3 clusters Score -1582318 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1582351.375000 Penalty: 4653.566406
	Iteration 22Q: 3 clusters Score -1582351 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1582388.500000 Penalty: 4653.566406
	Iteration 23Q: 3 clusters Score -1582388 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1582427.625000 Penalty: 4653.566406
	Iteration 24Q: 3 clusters Score -1582428 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1582454.875000 Penalty: 4653.566406
	Iteration 25Q: 3 clusters Score -1582455 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1582471.000000 Penalty: 4653.566406
	Iteration 26Q: 3 clusters Score -1582471 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1582491.250000 Penalty: 4653.566406
	Iteration 27Q: 3 clusters Score -1582491 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1582506.500000 Penalty: 4653.566406
	Iteration 28Q: 3 clusters Score -1582506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1582521.250000 Penalty: 4653.566406
	Iteration 29Q: 3 clusters Score -1582521 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1582538.875000 Penalty: 4653.566406
	Iteration 30Q: 3 clusters Score -1582539 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1582552.375000 Penalty: 4653.566406
	Iteration 31Q: 3 clusters Score -1582552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1582560.375000 Penalty: 4653.566406
	Iteration 32Q: 3 clusters Score -1582560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1582574.875000 Penalty: 4653.566406
	Iteration 33Q: 3 clusters Score -1582575 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1582585.750000 Penalty: 4653.566406
	Iteration 34Q: 3 clusters Score -1582586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1582590.125000 Penalty: 4653.566406
	Iteration 35Q: 3 clusters Score -1582590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1582594.375000 Penalty: 4653.566406
	Iteration 36Q: 3 clusters Score -1582594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1582598.375000 Penalty: 4653.566406
	Iteration 37Q: 3 clusters Score -1582598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1582597.625000 Penalty: 4653.566406
	Iteration 38Q: 3 clusters Score -1582598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1582602.750000 Penalty: 4653.566406
	Iteration 39Q: 3 clusters Score -1582603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1582603.500000 Penalty: 4653.566406
	Iteration 40F: 3 clusters Score -1582604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1582604.750000 Penalty: 4653.566406
	Iteration 41Q: 3 clusters Score -1582605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1582605.125000 Penalty: 4653.566406
	Iteration 42Q: 3 clusters Score -1582605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1582601.875000 Penalty: 4653.566406
	Iteration 43Q: 3 clusters Score -1582602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1582602.750000 Penalty: 4653.566406
	Iteration 44Q: 3 clusters Score -1582603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1582606.875000 Penalty: 4653.566406
	Iteration 45Q: 3 clusters Score -1582607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1582606.875000 Penalty: 4653.566406
	Iteration 46Q: 3 clusters Score -1582607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1582612.875000 Penalty: 4653.566406
	Iteration 47Q: 3 clusters Score -1582613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1582613.500000 Penalty: 4653.566406
	Iteration 48Q: 3 clusters Score -1582614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1582618.000000 Penalty: 4653.566406
	Iteration 49Q: 3 clusters Score -1582618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1582617.375000 Penalty: 4653.566406
	Iteration 50Q: 3 clusters Score -1582617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1582617.625000 Penalty: 4653.566406
	Iteration 51Q: 3 clusters Score -1582618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1582620.500000 Penalty: 4653.566406
	Iteration 52Q: 3 clusters Score -1582620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1582617.000000 Penalty: 4653.566406
	Iteration 53Q: 3 clusters Score -1582617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1582621.250000 Penalty: 4653.566406
	Iteration 54Q: 3 clusters Score -1582621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1582626.875000 Penalty: 4653.566406
	Iteration 55Q: 3 clusters Score -1582627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1582629.000000 Penalty: 4653.566406
	Iteration 56Q: 3 clusters Score -1582629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1582629.625000 Penalty: 4653.566406
	Iteration 57Q: 3 clusters Score -1582630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1582629.500000 Penalty: 4653.566406
	Iteration 58Q: 3 clusters Score -1582630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1582633.625000 Penalty: 4653.566406
	Iteration 59Q: 3 clusters Score -1582634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1582632.875000 Penalty: 4653.566406
	Iteration 60F: 3 clusters Score -1582633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1582631.500000 Penalty: 4653.566406
	Iteration 61Q: 3 clusters Score -1582632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1582633.000000 Penalty: 4653.566406
	Iteration 62Q: 3 clusters Score -1582633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1582634.500000 Penalty: 4653.566406
	Iteration 63Q: 3 clusters Score -1582634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1582634.625000 Penalty: 4653.566406
	Iteration 64Q: 3 clusters Score -1582635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1582636.500000 Penalty: 4653.566406
	Iteration 65Q: 3 clusters Score -1582636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1582636.625000 Penalty: 4653.566406
	Iteration 66Q: 3 clusters Score -1582637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1582633.250000 Penalty: 4653.566406
	Iteration 67Q: 3 clusters Score -1582633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1582632.250000 Penalty: 4653.566406
	Iteration 68Q: 3 clusters Score -1582632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1582636.875000 Penalty: 4653.566406
	Iteration 69Q: 3 clusters Score -1582637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1582639.375000 Penalty: 4653.566406
	Iteration 70Q: 3 clusters Score -1582639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1582643.250000 Penalty: 4653.566406
	Iteration 71Q: 3 clusters Score -1582643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1582650.625000 Penalty: 4653.566406
	Iteration 72Q: 3 clusters Score -1582651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1582658.000000 Penalty: 4653.566406
	Iteration 73Q: 3 clusters Score -1582658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1582662.625000 Penalty: 4653.566406
	Iteration 74Q: 3 clusters Score -1582663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1582664.500000 Penalty: 4653.566406
	Iteration 75Q: 3 clusters Score -1582664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1582663.375000 Penalty: 4653.566406
	Iteration 76Q: 3 clusters Score -1582663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1582666.125000 Penalty: 4653.566406
	Iteration 77Q: 3 clusters Score -1582666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1582669.000000 Penalty: 4653.566406
	Iteration 78Q: 3 clusters Score -1582669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1582674.125000 Penalty: 4653.566406
	Iteration 79Q: 3 clusters Score -1582674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1582673.000000 Penalty: 4653.566406
	Iteration 80F: 3 clusters Score -1582673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1582678.625000 Penalty: 4653.566406
	Iteration 81Q: 3 clusters Score -1582679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1582676.750000 Penalty: 4653.566406
	Iteration 82Q: 3 clusters Score -1582677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1582680.500000 Penalty: 4653.566406
	Iteration 83Q: 3 clusters Score -1582680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1582680.875000 Penalty: 4653.566406
	Iteration 84Q: 3 clusters Score -1582681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1582677.250000 Penalty: 4653.566406
	Iteration 85Q: 3 clusters Score -1582677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1582679.875000 Penalty: 4653.566406
	Iteration 86Q: 3 clusters Score -1582680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1582682.875000 Penalty: 4653.566406
	Iteration 87Q: 3 clusters Score -1582683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1582683.625000 Penalty: 4653.566406
	Iteration 88Q: 3 clusters Score -1582684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1582684.625000 Penalty: 4653.566406
	Iteration 89Q: 3 clusters Score -1582685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1582684.500000 Penalty: 4653.566406
	Iteration 90Q: 3 clusters Score -1582684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1582682.875000 Penalty: 4653.566406
	Iteration 91Q: 3 clusters Score -1582683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1582688.875000 Penalty: 4653.566406
	Iteration 92Q: 3 clusters Score -1582689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1582697.000000 Penalty: 4653.566406
	Iteration 93Q: 3 clusters Score -1582697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1582695.125000 Penalty: 4653.566406
	Iteration 94Q: 3 clusters Score -1582695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1582695.250000 Penalty: 4653.566406
	Iteration 95Q: 3 clusters Score -1582695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1582700.750000 Penalty: 4653.566406
	Iteration 96Q: 3 clusters Score -1582701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1582703.125000 Penalty: 4653.566406
	Iteration 97Q: 3 clusters Score -1582703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1582709.000000 Penalty: 4653.566406
	Iteration 98Q: 3 clusters Score -1582709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1582707.625000 Penalty: 4653.566406
	Iteration 99Q: 3 clusters Score -1582708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1582708.125000 Penalty: 4653.566406
	Iteration 100F: 3 clusters Score -1582708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1582709.375000 Penalty: 4653.566406
	Iteration 101Q: 3 clusters Score -1582709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1582708.625000 Penalty: 4653.566406
	Iteration 102Q: 3 clusters Score -1582709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1582710.750000 Penalty: 4653.566406
	Iteration 103Q: 3 clusters Score -1582711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1582709.875000 Penalty: 4653.566406
	Iteration 104Q: 3 clusters Score -1582710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1582713.625000 Penalty: 4653.566406
	Iteration 105Q: 3 clusters Score -1582714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1582712.625000 Penalty: 4653.566406
	Iteration 106Q: 3 clusters Score -1582713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1582714.625000 Penalty: 4653.566406
	Iteration 107Q: 3 clusters Score -1582715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1582716.375000 Penalty: 4653.566406
	Iteration 108Q: 3 clusters Score -1582716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1582716.375000 Penalty: 4653.566406
	Iteration 109F: 3 clusters Score -1582716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (169695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169695 members 
Entering Unmasked Estep 
Score: -22682200.000000 Penalty: 2986.355957
	Iteration 0F: 2 clusters Score -2.26822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85046 members 
Mstep: Class 2 contains 84649 members 
Entering Unmasked Estep 
Score: -22575364.000000 Penalty: 5972.711914
	Iteration 0F: 3 clusters Score -2.257536e+07 nChanged 81131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89597 members 
Mstep: Class 2 contains 80098 members 
Entering Unmasked Estep 
Score: -22622378.000000 Penalty: 5972.711914
	Iteration 1F: 3 clusters Score -2.262238e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92668 members 
Mstep: Class 2 contains 77027 members 
Entering Unmasked Estep 
Score: -22623862.000000 Penalty: 5972.711914
	Iteration 2Q: 3 clusters Score -2.262386e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97493 members 
Mstep: Class 2 contains 72202 members 
Entering Unmasked Estep 
Score: -22626260.000000 Penalty: 5972.711914
	Iteration 3Q: 3 clusters Score -2.262626e+07 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104508 members 
Mstep: Class 2 contains 65187 members 
Entering Unmasked Estep 
Score: -22630260.000000 Penalty: 5972.711914
	Iteration 4F: 3 clusters Score -2.263026e+07 nChanged 11184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113892 members 
Mstep: Class 2 contains 55803 members 
Entering Unmasked Estep 
Score: -22636748.000000 Penalty: 5972.711914
	Iteration 5F: 3 clusters Score -2.263675e+07 nChanged 12618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125168 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -22645526.000000 Penalty: 5972.711914
	Iteration 6F: 3 clusters Score -2.264553e+07 nChanged 12827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137259 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -22655994.000000 Penalty: 5972.711914
	Iteration 7F: 3 clusters Score -2.265599e+07 nChanged 11772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148717 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -22667092.000000 Penalty: 5972.711914
	Iteration 8F: 3 clusters Score -2.266709e+07 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158022 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -22675380.000000 Penalty: 5972.711914
	Iteration 9F: 3 clusters Score -2.267538e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164395 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -22678804.000000 Penalty: 5972.711914
	Iteration 10Q: 3 clusters Score -2.26788e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167608 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -22679752.000000 Penalty: 5972.711914
	Iteration 11Q: 3 clusters Score -2.267975e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168785 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -22679748.000000 Penalty: 5972.711914
	Iteration 12Q: 3 clusters Score -2.267975e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169144 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -22679734.000000 Penalty: 5972.711914
	Iteration 13Q: 3 clusters Score -2.267973e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169271 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -22679718.000000 Penalty: 5972.711914
	Iteration 14Q: 3 clusters Score -2.267972e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169320 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -22679740.000000 Penalty: 5972.711914
	Iteration 15Q: 3 clusters Score -2.267974e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169346 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -22679742.000000 Penalty: 5972.711914
	Iteration 16Q: 3 clusters Score -2.267974e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169360 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -22679760.000000 Penalty: 5972.711914
	Iteration 17Q: 3 clusters Score -2.267976e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169377 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -22679772.000000 Penalty: 5972.711914
	Iteration 18Q: 3 clusters Score -2.267977e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169379 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -22679784.000000 Penalty: 5972.711914
	Iteration 19Q: 3 clusters Score -2.267978e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169388 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -22679770.000000 Penalty: 5972.711914
	Iteration 20F: 3 clusters Score -2.267977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169389 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -22679778.000000 Penalty: 5972.711914
	Iteration 21Q: 3 clusters Score -2.267978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169396 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -22679778.000000 Penalty: 5972.711914
	Iteration 22Q: 3 clusters Score -2.267978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169398 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -22679786.000000 Penalty: 5972.711914
	Iteration 23Q: 3 clusters Score -2.267979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169403 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -22679782.000000 Penalty: 5972.711914
	Iteration 24Q: 3 clusters Score -2.267978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169404 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -22679796.000000 Penalty: 5972.711914
	Iteration 25Q: 3 clusters Score -2.26798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169404 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -22679818.000000 Penalty: 5972.711914
	Iteration 26Q: 3 clusters Score -2.267982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169403 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -22679812.000000 Penalty: 5972.711914
	Iteration 27Q: 3 clusters Score -2.267981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169404 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -22679808.000000 Penalty: 5972.711914
	Iteration 28Q: 3 clusters Score -2.267981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169404 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -22679808.000000 Penalty: 5972.711914
	Iteration 29F: 3 clusters Score -2.267981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -100481.906250 Penalty: 1663.907471
	Iteration 0F: 2 clusters Score -100481.9 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 433 members 
Entering Unmasked Estep 
Score: -98687.859375 Penalty: 3327.814941
	Iteration 0F: 3 clusters Score -98687.86 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -99011.851562 Penalty: 3327.814941
	Iteration 1F: 3 clusters Score -99011.85 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -99222.328125 Penalty: 3327.814941
	Iteration 2F: 3 clusters Score -99222.33 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -99479.617188 Penalty: 3327.814941
	Iteration 3F: 3 clusters Score -99479.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -99686.203125 Penalty: 3327.814941
	Iteration 4Q: 3 clusters Score -99686.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -99825.304688 Penalty: 3327.814941
	Iteration 5Q: 3 clusters Score -99825.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -99920.039062 Penalty: 3327.814941
	Iteration 6Q: 3 clusters Score -99920.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -100060.484375 Penalty: 3327.814941
	Iteration 7Q: 3 clusters Score -100060.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -100106.695312 Penalty: 3327.814941
	Iteration 8Q: 3 clusters Score -100106.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -100126.007812 Penalty: 3327.814941
	Iteration 9Q: 3 clusters Score -100126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -100150.343750 Penalty: 3327.814941
	Iteration 10Q: 3 clusters Score -100150.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -100170.726562 Penalty: 3327.814941
	Iteration 11Q: 3 clusters Score -100170.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -100188.109375 Penalty: 3327.814941
	Iteration 12Q: 3 clusters Score -100188.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -100203.968750 Penalty: 3327.814941
	Iteration 13Q: 3 clusters Score -100204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -100210.406250 Penalty: 3327.814941
	Iteration 14Q: 3 clusters Score -100210.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -100216.125000 Penalty: 3327.814941
	Iteration 15Q: 3 clusters Score -100216.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -100226.351562 Penalty: 3327.814941
	Iteration 16Q: 3 clusters Score -100226.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -100235.023438 Penalty: 3327.814941
	Iteration 17Q: 3 clusters Score -100235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -100236.554688 Penalty: 3327.814941
	Iteration 18Q: 3 clusters Score -100236.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -100239.031250 Penalty: 3327.814941
	Iteration 19Q: 3 clusters Score -100239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -100240.835938 Penalty: 3327.814941
	Iteration 20F: 3 clusters Score -100240.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -43201.925781 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -43201.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41811.539062 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -41811.54 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41953.765625 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -41953.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42027.585938 Penalty: 2916.744385
	Iteration 2F: 3 clusters Score -42027.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42070.246094 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -42070.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -42082.015625 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -42082.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -42097.070312 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -42097.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -42119.210938 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -42119.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -42151.992188 Penalty: 2916.744385
	Iteration 7Q: 3 clusters Score -42151.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -42190.113281 Penalty: 2916.744385
	Iteration 8Q: 3 clusters Score -42190.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -42190.113281 Penalty: 2916.744385
	Iteration 9F: 3 clusters Score -42190.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (52416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Entering Unmasked Estep 
Score: -6974769.000000 Penalty: 2695.007812
	Iteration 0F: 2 clusters Score -6974769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -6939296.000000 Penalty: 5390.015625
	Iteration 0F: 3 clusters Score -6939296 nChanged 24426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -6952899.500000 Penalty: 5390.015625
	Iteration 1F: 3 clusters Score -6952900 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -6953568.000000 Penalty: 5390.015625
	Iteration 2Q: 3 clusters Score -6953568 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -6954335.000000 Penalty: 5390.015625
	Iteration 3Q: 3 clusters Score -6954335 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -6955436.000000 Penalty: 5390.015625
	Iteration 4Q: 3 clusters Score -6955436 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -6956843.500000 Penalty: 5390.015625
	Iteration 5Q: 3 clusters Score -6956844 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -6958457.500000 Penalty: 5390.015625
	Iteration 6Q: 3 clusters Score -6958458 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -6960333.000000 Penalty: 5390.015625
	Iteration 7F: 3 clusters Score -6960333 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -6962528.000000 Penalty: 5390.015625
	Iteration 8F: 3 clusters Score -6962528 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -6964639.000000 Penalty: 5390.015625
	Iteration 9F: 3 clusters Score -6964639 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -6966554.500000 Penalty: 5390.015625
	Iteration 10Q: 3 clusters Score -6966554 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -6968146.000000 Penalty: 5390.015625
	Iteration 11Q: 3 clusters Score -6968146 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -6969226.000000 Penalty: 5390.015625
	Iteration 12Q: 3 clusters Score -6969226 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -6970076.000000 Penalty: 5390.015625
	Iteration 13Q: 3 clusters Score -6970076 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 49530 members 
Entering Unmasked Estep 
Score: -6970717.500000 Penalty: 5390.015625
	Iteration 14Q: 3 clusters Score -6970718 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -6971186.500000 Penalty: 5390.015625
	Iteration 15Q: 3 clusters Score -6971186 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -6971546.500000 Penalty: 5390.015625
	Iteration 16Q: 3 clusters Score -6971546 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -6971732.000000 Penalty: 5390.015625
	Iteration 17Q: 3 clusters Score -6971732 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 51301 members 
Entering Unmasked Estep 
Score: -6971904.000000 Penalty: 5390.015625
	Iteration 18Q: 3 clusters Score -6971904 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
Score: -6972042.500000 Penalty: 5390.015625
	Iteration 19Q: 3 clusters Score -6972042 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
Score: -6972139.500000 Penalty: 5390.015625
	Iteration 20F: 3 clusters Score -6972140 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 51708 members 
Entering Unmasked Estep 
Score: -6972194.500000 Penalty: 5390.015625
	Iteration 21Q: 3 clusters Score -6972194 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 51771 members 
Entering Unmasked Estep 
Score: -6972243.000000 Penalty: 5390.015625
	Iteration 22Q: 3 clusters Score -6972243 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -6972274.000000 Penalty: 5390.015625
	Iteration 23Q: 3 clusters Score -6972274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 51849 members 
Entering Unmasked Estep 
Score: -6972292.000000 Penalty: 5390.015625
	Iteration 24Q: 3 clusters Score -6972292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -6972294.500000 Penalty: 5390.015625
	Iteration 25Q: 3 clusters Score -6972294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -6972314.000000 Penalty: 5390.015625
	Iteration 26Q: 3 clusters Score -6972314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -6972318.500000 Penalty: 5390.015625
	Iteration 27Q: 3 clusters Score -6972318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -6972319.500000 Penalty: 5390.015625
	Iteration 28Q: 3 clusters Score -6972320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 51890 members 
Entering Unmasked Estep 
Score: -6972325.000000 Penalty: 5390.015625
	Iteration 29Q: 3 clusters Score -6972325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 51894 members 
Entering Unmasked Estep 
Score: -6972317.000000 Penalty: 5390.015625
	Iteration 30Q: 3 clusters Score -6972317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 51896 members 
Entering Unmasked Estep 
Score: -6972325.000000 Penalty: 5390.015625
	Iteration 31Q: 3 clusters Score -6972325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -6972323.500000 Penalty: 5390.015625
	Iteration 32Q: 3 clusters Score -6972324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -6972326.000000 Penalty: 5390.015625
	Iteration 33Q: 3 clusters Score -6972326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -6972331.500000 Penalty: 5390.015625
	Iteration 34Q: 3 clusters Score -6972332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -6972332.000000 Penalty: 5390.015625
	Iteration 35Q: 3 clusters Score -6972332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 51906 members 
Entering Unmasked Estep 
Score: -6972329.500000 Penalty: 5390.015625
	Iteration 36Q: 3 clusters Score -6972330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 51906 members 
Entering Unmasked Estep 
Score: -6972329.500000 Penalty: 5390.015625
	Iteration 37F: 3 clusters Score -6972330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (75096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75096 members 
Entering Unmasked Estep 
Score: -9968181.000000 Penalty: 2784.177490
	Iteration 0F: 2 clusters Score -9968181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -9917861.000000 Penalty: 5568.354980
	Iteration 0F: 3 clusters Score -9917861 nChanged 35284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -9937662.000000 Penalty: 5568.354980
	Iteration 1F: 3 clusters Score -9937662 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -9938319.000000 Penalty: 5568.354980
	Iteration 2Q: 3 clusters Score -9938319 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -9939116.000000 Penalty: 5568.354980
	Iteration 3Q: 3 clusters Score -9939116 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -9940114.000000 Penalty: 5568.354980
	Iteration 4Q: 3 clusters Score -9940114 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -9941692.000000 Penalty: 5568.354980
	Iteration 5Q: 3 clusters Score -9941692 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -9943795.000000 Penalty: 5568.354980
	Iteration 6F: 3 clusters Score -9943795 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -9946614.000000 Penalty: 5568.354980
	Iteration 7F: 3 clusters Score -9946614 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -9950020.000000 Penalty: 5568.354980
	Iteration 8F: 3 clusters Score -9950020 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -9953267.000000 Penalty: 5568.354980
	Iteration 9F: 3 clusters Score -9953267 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -9956388.000000 Penalty: 5568.354980
	Iteration 10F: 3 clusters Score -9956388 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -9958728.000000 Penalty: 5568.354980
	Iteration 11F: 3 clusters Score -9958728 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -9960120.000000 Penalty: 5568.354980
	Iteration 12Q: 3 clusters Score -9960120 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -9960750.000000 Penalty: 5568.354980
	Iteration 13Q: 3 clusters Score -9960750 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -9961125.000000 Penalty: 5568.354980
	Iteration 14Q: 3 clusters Score -9961125 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -9961378.000000 Penalty: 5568.354980
	Iteration 15Q: 3 clusters Score -9961378 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -9961483.000000 Penalty: 5568.354980
	Iteration 16Q: 3 clusters Score -9961483 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -9961674.000000 Penalty: 5568.354980
	Iteration 17Q: 3 clusters Score -9961674 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -9961796.000000 Penalty: 5568.354980
	Iteration 18Q: 3 clusters Score -9961796 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -9961916.000000 Penalty: 5568.354980
	Iteration 19Q: 3 clusters Score -9961916 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -9962039.000000 Penalty: 5568.354980
	Iteration 20F: 3 clusters Score -9962039 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -9962164.000000 Penalty: 5568.354980
	Iteration 21Q: 3 clusters Score -9962164 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -9962287.000000 Penalty: 5568.354980
	Iteration 22Q: 3 clusters Score -9962287 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -9962396.000000 Penalty: 5568.354980
	Iteration 23Q: 3 clusters Score -9962396 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -9962485.000000 Penalty: 5568.354980
	Iteration 24Q: 3 clusters Score -9962485 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
Score: -9962515.000000 Penalty: 5568.354980
	Iteration 25Q: 3 clusters Score -9962515 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 49819 members 
Entering Unmasked Estep 
Score: -9962570.000000 Penalty: 5568.354980
	Iteration 26Q: 3 clusters Score -9962570 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -9962598.000000 Penalty: 5568.354980
	Iteration 27Q: 3 clusters Score -9962598 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -9962636.000000 Penalty: 5568.354980
	Iteration 28Q: 3 clusters Score -9962636 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -9962660.000000 Penalty: 5568.354980
	Iteration 29Q: 3 clusters Score -9962660 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
Score: -9962670.000000 Penalty: 5568.354980
	Iteration 30Q: 3 clusters Score -9962670 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 51442 members 
Entering Unmasked Estep 
Score: -9962689.000000 Penalty: 5568.354980
	Iteration 31Q: 3 clusters Score -9962689 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -9962771.000000 Penalty: 5568.354980
	Iteration 32Q: 3 clusters Score -9962771 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -9962822.000000 Penalty: 5568.354980
	Iteration 33Q: 3 clusters Score -9962822 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -9962797.000000 Penalty: 5568.354980
	Iteration 34Q: 3 clusters Score -9962797 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 52520 members 
Entering Unmasked Estep 
Score: -9962793.000000 Penalty: 5568.354980
	Iteration 35Q: 3 clusters Score -9962793 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 52740 members 
Entering Unmasked Estep 
Score: -9962793.000000 Penalty: 5568.354980
	Iteration 36Q: 3 clusters Score -9962793 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -9962788.000000 Penalty: 5568.354980
	Iteration 37Q: 3 clusters Score -9962788 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
Score: -9962818.000000 Penalty: 5568.354980
	Iteration 38Q: 3 clusters Score -9962818 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 53345 members 
Entering Unmasked Estep 
Score: -9962837.000000 Penalty: 5568.354980
	Iteration 39Q: 3 clusters Score -9962837 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -9962856.000000 Penalty: 5568.354980
	Iteration 40F: 3 clusters Score -9962856 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 53758 members 
Entering Unmasked Estep 
Score: -9962867.000000 Penalty: 5568.354980
	Iteration 41Q: 3 clusters Score -9962867 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 53958 members 
Entering Unmasked Estep 
Score: -9962863.000000 Penalty: 5568.354980
	Iteration 42Q: 3 clusters Score -9962863 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -9962934.000000 Penalty: 5568.354980
	Iteration 43Q: 3 clusters Score -9962934 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 54377 members 
Entering Unmasked Estep 
Score: -9962975.000000 Penalty: 5568.354980
	Iteration 44Q: 3 clusters Score -9962975 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -9963011.000000 Penalty: 5568.354980
	Iteration 45Q: 3 clusters Score -9963011 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -9963021.000000 Penalty: 5568.354980
	Iteration 46Q: 3 clusters Score -9963021 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 55077 members 
Entering Unmasked Estep 
Score: -9963062.000000 Penalty: 5568.354980
	Iteration 47Q: 3 clusters Score -9963062 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 55319 members 
Entering Unmasked Estep 
Score: -9963071.000000 Penalty: 5568.354980
	Iteration 48Q: 3 clusters Score -9963071 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 55573 members 
Entering Unmasked Estep 
Score: -9963067.000000 Penalty: 5568.354980
	Iteration 49Q: 3 clusters Score -9963067 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -9963084.000000 Penalty: 5568.354980
	Iteration 50Q: 3 clusters Score -9963084 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 56075 members 
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Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 56322 members 
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Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 56555 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 58499 members 
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Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 58702 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 58925 members 
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Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 59172 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 59421 members 
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Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 59684 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 59898 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 60102 members 
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Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 60499 members 
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Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 60677 members 
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Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 60870 members 
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Mstep: Class 1 contains 14033 members 
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Mstep: Class 1 contains 13844 members 
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Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 61440 members 
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Mstep: Class 1 contains 13479 members 
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Mstep: Class 1 contains 13304 members 
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Mstep: Class 1 contains 12898 members 
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Mstep: Class 1 contains 12666 members 
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Mstep: Class 1 contains 12425 members 
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Mstep: Class 1 contains 11960 members 
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Mstep: Class 1 contains 11477 members 
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Mstep: Class 1 contains 10623 members 
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Mstep: Class 1 contains 10152 members 
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Mstep: Class 1 contains 9658 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9397 members 
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Mstep: Class 1 contains 9138 members 
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Mstep: Class 1 contains 8877 members 
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Mstep: Class 1 contains 8585 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7983 members 
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Mstep: Class 1 contains 7664 members 
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Mstep: Class 1 contains 6990 members 
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Mstep: Class 1 contains 6665 members 
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Mstep: Class 1 contains 5068 members 
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	Iteration 141Q: 3 clusters Score -9967050 nChanged 16
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	Iteration 142Q: 3 clusters Score -9967056 nChanged 10
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	Iteration 143Q: 3 clusters Score -9967054 nChanged 13
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Mstep: Class 2 contains 73420 members 
Entering Unmasked Estep 
Score: -9967049.000000 Penalty: 5568.354980
	Iteration 144Q: 3 clusters Score -9967049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 73426 members 
Entering Unmasked Estep 
Score: -9967053.000000 Penalty: 5568.354980
	Iteration 145Q: 3 clusters Score -9967053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 73426 members 
Entering Unmasked Estep 
Score: -9967058.000000 Penalty: 5568.354980
	Iteration 146Q: 3 clusters Score -9967058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 73427 members 
Entering Unmasked Estep 
Score: -9967050.000000 Penalty: 5568.354980
	Iteration 147Q: 3 clusters Score -9967050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 73426 members 
Entering Unmasked Estep 
Score: -9967059.000000 Penalty: 5568.354980
	Iteration 148Q: 3 clusters Score -9967059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 73425 members 
Entering Unmasked Estep 
Score: -9967055.000000 Penalty: 5568.354980
	Iteration 149Q: 3 clusters Score -9967055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 73425 members 
Entering Unmasked Estep 
Score: -9967055.000000 Penalty: 5568.354980
	Iteration 150F: 3 clusters Score -9967055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (173920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173920 members 
Entering Unmasked Estep 
Score: -23256474.000000 Penalty: 2992.455078
	Iteration 0F: 2 clusters Score -2.325647e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86765 members 
Mstep: Class 2 contains 87155 members 
Entering Unmasked Estep 
Score: -23147412.000000 Penalty: 5984.910156
	Iteration 0F: 3 clusters Score -2.314741e+07 nChanged 82991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85202 members 
Mstep: Class 2 contains 88718 members 
Entering Unmasked Estep 
Score: -23195500.000000 Penalty: 5984.910156
	Iteration 1F: 3 clusters Score -2.31955e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84289 members 
Mstep: Class 2 contains 89631 members 
Entering Unmasked Estep 
Score: -23196452.000000 Penalty: 5984.910156
	Iteration 2Q: 3 clusters Score -2.319645e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82921 members 
Mstep: Class 2 contains 90999 members 
Entering Unmasked Estep 
Score: -23197438.000000 Penalty: 5984.910156
	Iteration 3Q: 3 clusters Score -2.319744e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80852 members 
Mstep: Class 2 contains 93068 members 
Entering Unmasked Estep 
Score: -23198834.000000 Penalty: 5984.910156
	Iteration 4Q: 3 clusters Score -2.319883e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77660 members 
Mstep: Class 2 contains 96260 members 
Entering Unmasked Estep 
Score: -23201162.000000 Penalty: 5984.910156
	Iteration 5Q: 3 clusters Score -2.320116e+07 nChanged 7183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73097 members 
Mstep: Class 2 contains 100823 members 
Entering Unmasked Estep 
Score: -23204168.000000 Penalty: 5984.910156
	Iteration 6Q: 3 clusters Score -2.320417e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66674 members 
Mstep: Class 2 contains 107246 members 
Entering Unmasked Estep 
Score: -23209066.000000 Penalty: 5984.910156
	Iteration 7Q: 3 clusters Score -2.320907e+07 nChanged 10198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57876 members 
Mstep: Class 2 contains 116044 members 
Entering Unmasked Estep 
Score: -23216172.000000 Penalty: 5984.910156
	Iteration 8F: 3 clusters Score -2.321617e+07 nChanged 11373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 126697 members 
Entering Unmasked Estep 
Score: -23224938.000000 Penalty: 5984.910156
	Iteration 9F: 3 clusters Score -2.322494e+07 nChanged 11859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 138334 members 
Entering Unmasked Estep 
Score: -23234806.000000 Penalty: 5984.910156
	Iteration 10F: 3 clusters Score -2.323481e+07 nChanged 10867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 149139 members 
Entering Unmasked Estep 
Score: -23243334.000000 Penalty: 5984.910156
	Iteration 11F: 3 clusters Score -2.324333e+07 nChanged 8356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 157451 members 
Entering Unmasked Estep 
Score: -23248936.000000 Penalty: 5984.910156
	Iteration 12Q: 3 clusters Score -2.324894e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 162805 members 
Entering Unmasked Estep 
Score: -23251960.000000 Penalty: 5984.910156
	Iteration 13Q: 3 clusters Score -2.325196e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 166129 members 
Entering Unmasked Estep 
Score: -23253210.000000 Penalty: 5984.910156
	Iteration 14Q: 3 clusters Score -2.325321e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 168194 members 
Entering Unmasked Estep 
Score: -23253792.000000 Penalty: 5984.910156
	Iteration 15Q: 3 clusters Score -2.325379e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 169505 members 
Entering Unmasked Estep 
Score: -23254132.000000 Penalty: 5984.910156
	Iteration 16Q: 3 clusters Score -2.325413e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 170335 members 
Entering Unmasked Estep 
Score: -23254372.000000 Penalty: 5984.910156
	Iteration 17Q: 3 clusters Score -2.325437e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 170860 members 
Entering Unmasked Estep 
Score: -23254498.000000 Penalty: 5984.910156
	Iteration 18Q: 3 clusters Score -2.32545e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 171214 members 
Entering Unmasked Estep 
Score: -23254540.000000 Penalty: 5984.910156
	Iteration 19Q: 3 clusters Score -2.325454e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 171446 members 
Entering Unmasked Estep 
Score: -23254570.000000 Penalty: 5984.910156
	Iteration 20F: 3 clusters Score -2.325457e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 171628 members 
Entering Unmasked Estep 
Score: -23254594.000000 Penalty: 5984.910156
	Iteration 21Q: 3 clusters Score -2.325459e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 171761 members 
Entering Unmasked Estep 
Score: -23254598.000000 Penalty: 5984.910156
	Iteration 22Q: 3 clusters Score -2.32546e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 171850 members 
Entering Unmasked Estep 
Score: -23254582.000000 Penalty: 5984.910156
	Iteration 23Q: 3 clusters Score -2.325458e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 171922 members 
Entering Unmasked Estep 
Score: -23254598.000000 Penalty: 5984.910156
	Iteration 24Q: 3 clusters Score -2.32546e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 171975 members 
Entering Unmasked Estep 
Score: -23254578.000000 Penalty: 5984.910156
	Iteration 25Q: 3 clusters Score -2.325458e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 172018 members 
Entering Unmasked Estep 
Score: -23254578.000000 Penalty: 5984.910156
	Iteration 26Q: 3 clusters Score -2.325458e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 172047 members 
Entering Unmasked Estep 
Score: -23254588.000000 Penalty: 5984.910156
	Iteration 27Q: 3 clusters Score -2.325459e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 172066 members 
Entering Unmasked Estep 
Score: -23254624.000000 Penalty: 5984.910156
	Iteration 28Q: 3 clusters Score -2.325462e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 172094 members 
Entering Unmasked Estep 
Score: -23254612.000000 Penalty: 5984.910156
	Iteration 29Q: 3 clusters Score -2.325461e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 172127 members 
Entering Unmasked Estep 
Score: -23254616.000000 Penalty: 5984.910156
	Iteration 30Q: 3 clusters Score -2.325462e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 172166 members 
Entering Unmasked Estep 
Score: -23254634.000000 Penalty: 5984.910156
	Iteration 31Q: 3 clusters Score -2.325463e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 172192 members 
Entering Unmasked Estep 
Score: -23254630.000000 Penalty: 5984.910156
	Iteration 32Q: 3 clusters Score -2.325463e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 172206 members 
Entering Unmasked Estep 
Score: -23254608.000000 Penalty: 5984.910156
	Iteration 33Q: 3 clusters Score -2.325461e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 172216 members 
Entering Unmasked Estep 
Score: -23254628.000000 Penalty: 5984.910156
	Iteration 34Q: 3 clusters Score -2.325463e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 172226 members 
Entering Unmasked Estep 
Score: -23254646.000000 Penalty: 5984.910156
	Iteration 35Q: 3 clusters Score -2.325465e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 172221 members 
Entering Unmasked Estep 
Score: -23254662.000000 Penalty: 5984.910156
	Iteration 36Q: 3 clusters Score -2.325466e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 172228 members 
Entering Unmasked Estep 
Score: -23254642.000000 Penalty: 5984.910156
	Iteration 37Q: 3 clusters Score -2.325464e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 172234 members 
Entering Unmasked Estep 
Score: -23254630.000000 Penalty: 5984.910156
	Iteration 38Q: 3 clusters Score -2.325463e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 172241 members 
Entering Unmasked Estep 
Score: -23254638.000000 Penalty: 5984.910156
	Iteration 39Q: 3 clusters Score -2.325464e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 172243 members 
Entering Unmasked Estep 
Score: -23254650.000000 Penalty: 5984.910156
	Iteration 40F: 3 clusters Score -2.325465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 172248 members 
Entering Unmasked Estep 
Score: -23254632.000000 Penalty: 5984.910156
	Iteration 41Q: 3 clusters Score -2.325463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 172249 members 
Entering Unmasked Estep 
Score: -23254642.000000 Penalty: 5984.910156
	Iteration 42Q: 3 clusters Score -2.325464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 172250 members 
Entering Unmasked Estep 
Score: -23254642.000000 Penalty: 5984.910156
	Iteration 43Q: 3 clusters Score -2.325464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 172253 members 
Entering Unmasked Estep 
Score: -23254648.000000 Penalty: 5984.910156
	Iteration 44Q: 3 clusters Score -2.325465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 172255 members 
Entering Unmasked Estep 
Score: -23254636.000000 Penalty: 5984.910156
	Iteration 45Q: 3 clusters Score -2.325464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 172256 members 
Entering Unmasked Estep 
Score: -23254640.000000 Penalty: 5984.910156
	Iteration 46Q: 3 clusters Score -2.325464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 172256 members 
Entering Unmasked Estep 
Score: -23254648.000000 Penalty: 5984.910156
	Iteration 47Q: 3 clusters Score -2.325465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 172256 members 
Entering Unmasked Estep 
Score: -23254648.000000 Penalty: 5984.910156
	Iteration 48F: 3 clusters Score -2.325465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (177089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177089 members 
Entering Unmasked Estep 
Score: -23957368.000000 Penalty: 2996.933105
	Iteration 0F: 2 clusters Score -2.395737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88611 members 
Mstep: Class 2 contains 88478 members 
Entering Unmasked Estep 
Score: -23845610.000000 Penalty: 5993.866211
	Iteration 0F: 3 clusters Score -2.384561e+07 nChanged 85082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90697 members 
Mstep: Class 2 contains 86392 members 
Entering Unmasked Estep 
Score: -23894806.000000 Penalty: 5993.866211
	Iteration 1F: 3 clusters Score -2.389481e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92394 members 
Mstep: Class 2 contains 84695 members 
Entering Unmasked Estep 
Score: -23895798.000000 Penalty: 5993.866211
	Iteration 2Q: 3 clusters Score -2.38958e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95097 members 
Mstep: Class 2 contains 81992 members 
Entering Unmasked Estep 
Score: -23897156.000000 Penalty: 5993.866211
	Iteration 3Q: 3 clusters Score -2.389716e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99182 members 
Mstep: Class 2 contains 77907 members 
Entering Unmasked Estep 
Score: -23898780.000000 Penalty: 5993.866211
	Iteration 4Q: 3 clusters Score -2.389878e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105320 members 
Mstep: Class 2 contains 71769 members 
Entering Unmasked Estep 
Score: -23901724.000000 Penalty: 5993.866211
	Iteration 5Q: 3 clusters Score -2.390172e+07 nChanged 9693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114147 members 
Mstep: Class 2 contains 62942 members 
Entering Unmasked Estep 
Score: -23906892.000000 Penalty: 5993.866211
	Iteration 6F: 3 clusters Score -2.390689e+07 nChanged 12429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125984 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -23915180.000000 Penalty: 5993.866211
	Iteration 7F: 3 clusters Score -2.391518e+07 nChanged 14617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140231 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -23927106.000000 Penalty: 5993.866211
	Iteration 8F: 3 clusters Score -2.392711e+07 nChanged 14335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154362 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -23940708.000000 Penalty: 5993.866211
	Iteration 9F: 3 clusters Score -2.394071e+07 nChanged 11544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165838 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -23949848.000000 Penalty: 5993.866211
	Iteration 10F: 3 clusters Score -2.394985e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172561 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -23953460.000000 Penalty: 5993.866211
	Iteration 11Q: 3 clusters Score -2.395346e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175353 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -23954328.000000 Penalty: 5993.866211
	Iteration 12Q: 3 clusters Score -2.395433e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176278 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -23954660.000000 Penalty: 5993.866211
	Iteration 13Q: 3 clusters Score -2.395466e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176572 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -23954700.000000 Penalty: 5993.866211
	Iteration 14Q: 3 clusters Score -2.39547e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176693 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -23954754.000000 Penalty: 5993.866211
	Iteration 15Q: 3 clusters Score -2.395475e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176747 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -23954782.000000 Penalty: 5993.866211
	Iteration 16Q: 3 clusters Score -2.395478e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176766 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -23954808.000000 Penalty: 5993.866211
	Iteration 17Q: 3 clusters Score -2.395481e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176776 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -23954804.000000 Penalty: 5993.866211
	Iteration 18Q: 3 clusters Score -2.39548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176780 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23954824.000000 Penalty: 5993.866211
	Iteration 19Q: 3 clusters Score -2.395482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176782 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -23954832.000000 Penalty: 5993.866211
	Iteration 20F: 3 clusters Score -2.395483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176785 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -23954842.000000 Penalty: 5993.866211
	Iteration 21Q: 3 clusters Score -2.395484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176784 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -23954838.000000 Penalty: 5993.866211
	Iteration 22Q: 3 clusters Score -2.395484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176786 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -23954848.000000 Penalty: 5993.866211
	Iteration 23Q: 3 clusters Score -2.395485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176787 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -23954838.000000 Penalty: 5993.866211
	Iteration 24Q: 3 clusters Score -2.395484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176788 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -23954838.000000 Penalty: 5993.866211
	Iteration 25Q: 3 clusters Score -2.395484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176788 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -23954838.000000 Penalty: 5993.866211
	Iteration 26F: 3 clusters Score -2.395484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -70543.421875 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -70543.42 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 318 members 
Entering Unmasked Estep 
Score: -68994.585938 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -68994.59 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -69327.132812 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -69327.13 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69480.203125 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -69480.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -69617.757812 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -69617.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -69727.859375 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -69727.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -69884.351562 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -69884.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -70001.812500 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -70001.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -70063.585938 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -70063.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -70105.695312 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -70105.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -70134.250000 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -70134.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -70157.796875 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -70157.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -70224.898438 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -70224.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -70262.718750 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -70262.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -70283.648438 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -70283.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -70291.437500 Penalty: 3184.317383
	Iteration 14Q: 3 clusters Score -70291.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -70301.242188 Penalty: 3184.317383
	Iteration 15Q: 3 clusters Score -70301.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -70307.929688 Penalty: 3184.317383
	Iteration 16Q: 3 clusters Score -70307.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -70311.562500 Penalty: 3184.317383
	Iteration 17F: 3 clusters Score -70311.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -70370.382812 Penalty: 3184.317383
	Iteration 18Q: 3 clusters Score -70370.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -70374.398438 Penalty: 3184.317383
	Iteration 19Q: 3 clusters Score -70374.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -70385.203125 Penalty: 3184.317383
	Iteration 20F: 3 clusters Score -70385.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -70406.304688 Penalty: 3184.317383
	Iteration 21Q: 3 clusters Score -70406.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -70418.468750 Penalty: 3184.317383
	Iteration 22Q: 3 clusters Score -70418.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -70418.468750 Penalty: 3184.317383
	Iteration 23F: 3 clusters Score -70418.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -84598.906250 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -84598.91 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 361 members 
Entering Unmasked Estep 
Score: -82920.585938 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -82920.59 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83233.976562 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -83233.98 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -83386.804688 Penalty: 3250.043945
	Iteration 2F: 3 clusters Score -83386.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83522.546875 Penalty: 3250.043945
	Iteration 3F: 3 clusters Score -83522.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -83672.242188 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -83672.24 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83829.835938 Penalty: 3250.043945
	Iteration 5F: 3 clusters Score -83829.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84002.859375 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -84002.86 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -84412.007812 Penalty: 3250.043945
	Iteration 7F: 3 clusters Score -84412.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -85109.421875 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -85109.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85304.859375 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -85304.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -86078.789062 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -86078.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -86078.789062 Penalty: 3250.043945
	Iteration 11F: 3 clusters Score -86078.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63158 members 
Mstep: Class 3 contains 189046 members 
Mstep: Class 4 contains 56559 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101732 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111281 members 
Mstep: Class 10 contains 174245 members 
Mstep: Class 11 contains 5713 members 
Mstep: Class 12 contains 11875 members 
Mstep: Class 13 contains 169695 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52416 members 
Mstep: Class 17 contains 75096 members 
Mstep: Class 18 contains 173920 members 
Mstep: Class 19 contains 177089 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 315 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 386 members 
Entering Unmasked Estep 
Score: -180415360.000000 Penalty: 84149.148438
Splitting cluster 21 changes total score from -180414752.000000 to -180415360.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 22 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -52948.316406 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -52948.32 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 235 members 
Entering Unmasked Estep 
Score: -51490.304688 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -51490.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51642.589844 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -51642.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51684.492188 Penalty: 3016.780762
	Iteration 2Q: 3 clusters Score -51684.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51711.582031 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -51711.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51716.378906 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -51716.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51723.375000 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -51723.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51723.375000 Penalty: 3016.780762
	Iteration 6F: 3 clusters Score -51723.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63158 members 
Mstep: Class 3 contains 189046 members 
Mstep: Class 4 contains 56559 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101732 members 
Mstep: Class 7 contains 9000 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111281 members 
Mstep: Class 10 contains 174245 members 
Mstep: Class 11 contains 5713 members 
Mstep: Class 12 contains 11875 members 
Mstep: Class 13 contains 169695 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52416 members 
Mstep: Class 17 contains 75096 members 
Mstep: Class 18 contains 173920 members 
Mstep: Class 19 contains 177089 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 315 members 
Mstep: Class 22 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415552.000000 Penalty: 84149.148438
Iteration 199Q: 25 clusters Score -1.804156e+08 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63115 members 
Mstep: Class 3 contains 188977 members 
Mstep: Class 4 contains 56492 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101701 members 
Mstep: Class 7 contains 8998 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111110 members 
Mstep: Class 10 contains 174857 members 
Mstep: Class 11 contains 5736 members 
Mstep: Class 12 contains 11872 members 
Mstep: Class 13 contains 169594 members 
Mstep: Class 14 contains 802 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 52351 members 
Mstep: Class 17 contains 75022 members 
Mstep: Class 18 contains 173861 members 
Mstep: Class 19 contains 177143 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 333 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 23 contains 2528 members 
Mstep: Class 24 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415872.000000 Penalty: 84149.148438
Iteration 200F: 25 clusters Score -1.804159e+08 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63080 members 
Mstep: Class 3 contains 188883 members 
Mstep: Class 4 contains 56449 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101625 members 
Mstep: Class 7 contains 8992 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111027 members 
Mstep: Class 10 contains 175288 members 
Mstep: Class 11 contains 5747 members 
Mstep: Class 12 contains 11870 members 
Mstep: Class 13 contains 169544 members 
Mstep: Class 14 contains 787 members 
Mstep: Class 15 contains 325 members 
Mstep: Class 16 contains 52292 members 
Mstep: Class 17 contains 74977 members 
Mstep: Class 18 contains 173777 members 
Mstep: Class 19 contains 177209 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 348 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 23 contains 2597 members 
Mstep: Class 24 contains 419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415984.000000 Penalty: 84149.148438
Iteration 201Q: 25 clusters Score -1.80416e+08 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63058 members 
Mstep: Class 3 contains 188783 members 
Mstep: Class 4 contains 56405 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101569 members 
Mstep: Class 7 contains 8990 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 110951 members 
Mstep: Class 10 contains 175681 members 
Mstep: Class 11 contains 5757 members 
Mstep: Class 12 contains 11865 members 
Mstep: Class 13 contains 169519 members 
Mstep: Class 14 contains 776 members 
Mstep: Class 15 contains 302 members 
Mstep: Class 16 contains 52255 members 
Mstep: Class 17 contains 74928 members 
Mstep: Class 18 contains 173699 members 
Mstep: Class 19 contains 177278 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 358 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2619 members 
Mstep: Class 24 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415312.000000 Penalty: 84149.148438
Iteration 202Q: 25 clusters Score -1.804153e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 63026 members 
Mstep: Class 3 contains 188713 members 
Mstep: Class 4 contains 56372 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101539 members 
Mstep: Class 7 contains 8988 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 110911 members 
Mstep: Class 10 contains 175991 members 
Mstep: Class 11 contains 5768 members 
Mstep: Class 12 contains 11856 members 
Mstep: Class 13 contains 169492 members 
Mstep: Class 14 contains 762 members 
Mstep: Class 15 contains 285 members 
Mstep: Class 16 contains 52211 members 
Mstep: Class 17 contains 74892 members 
Mstep: Class 18 contains 173626 members 
Mstep: Class 19 contains 177345 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 372 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2627 members 
Mstep: Class 24 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415200.000000 Penalty: 84149.148438
Iteration 203Q: 25 clusters Score -1.804152e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 62994 members 
Mstep: Class 3 contains 188667 members 
Mstep: Class 4 contains 56323 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101493 members 
Mstep: Class 7 contains 8984 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 110881 members 
Mstep: Class 10 contains 176355 members 
Mstep: Class 11 contains 5774 members 
Mstep: Class 12 contains 11859 members 
Mstep: Class 13 contains 169466 members 
Mstep: Class 14 contains 758 members 
Mstep: Class 15 contains 268 members 
Mstep: Class 16 contains 52182 members 
Mstep: Class 17 contains 74848 members 
Mstep: Class 18 contains 173553 members 
Mstep: Class 19 contains 177344 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 376 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2634 members 
Mstep: Class 24 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415424.000000 Penalty: 84149.148438
Iteration 204Q: 25 clusters Score -1.804154e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 62958 members 
Mstep: Class 3 contains 188644 members 
Mstep: Class 4 contains 56292 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101445 members 
Mstep: Class 7 contains 8977 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 110867 members 
Mstep: Class 10 contains 176657 members 
Mstep: Class 11 contains 5783 members 
Mstep: Class 12 contains 11859 members 
Mstep: Class 13 contains 169437 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 253 members 
Mstep: Class 16 contains 52165 members 
Mstep: Class 17 contains 74804 members 
Mstep: Class 18 contains 173484 members 
Mstep: Class 19 contains 177344 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 377 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415392.000000 Penalty: 84149.148438
Iteration 205Q: 25 clusters Score -1.804154e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 62911 members 
Mstep: Class 3 contains 188618 members 
Mstep: Class 4 contains 56262 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101386 members 
Mstep: Class 7 contains 8972 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 110856 members 
Mstep: Class 10 contains 176879 members 
Mstep: Class 11 contains 5789 members 
Mstep: Class 12 contains 11864 members 
Mstep: Class 13 contains 169438 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 247 members 
Mstep: Class 16 contains 52151 members 
Mstep: Class 17 contains 74782 members 
Mstep: Class 18 contains 173436 members 
Mstep: Class 19 contains 177369 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 377 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2643 members 
Mstep: Class 24 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415248.000000 Penalty: 84149.148438
Iteration 206Q: 25 clusters Score -1.804152e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 62886 members 
Mstep: Class 3 contains 188623 members 
Mstep: Class 4 contains 56240 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101335 members 
Mstep: Class 7 contains 8969 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 110837 members 
Mstep: Class 10 contains 177058 members 
Mstep: Class 11 contains 5795 members 
Mstep: Class 12 contains 11866 members 
Mstep: Class 13 contains 169459 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 242 members 
Mstep: Class 16 contains 52136 members 
Mstep: Class 17 contains 74756 members 
Mstep: Class 18 contains 173390 members 
Mstep: Class 19 contains 177363 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 377 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2644 members 
Mstep: Class 24 contains 502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415296.000000 Penalty: 84149.148438
Iteration 207Q: 25 clusters Score -1.804153e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 62861 members 
Mstep: Class 3 contains 188636 members 
Mstep: Class 4 contains 56216 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101274 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 110831 members 
Mstep: Class 10 contains 177222 members 
Mstep: Class 11 contains 5803 members 
Mstep: Class 12 contains 11877 members 
Mstep: Class 13 contains 169468 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 240 members 
Mstep: Class 16 contains 52116 members 
Mstep: Class 17 contains 74742 members 
Mstep: Class 18 contains 173342 members 
Mstep: Class 19 contains 177357 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 377 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2645 members 
Mstep: Class 24 contains 504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415344.000000 Penalty: 84149.148438
Iteration 208Q: 25 clusters Score -1.804153e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 62841 members 
Mstep: Class 3 contains 188658 members 
Mstep: Class 4 contains 56190 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101218 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 110833 members 
Mstep: Class 10 contains 177370 members 
Mstep: Class 11 contains 5812 members 
Mstep: Class 12 contains 11887 members 
Mstep: Class 13 contains 169477 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 52095 members 
Mstep: Class 17 contains 74717 members 
Mstep: Class 18 contains 173291 members 
Mstep: Class 19 contains 177354 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 377 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415472.000000 Penalty: 84149.148438
Iteration 209Q: 25 clusters Score -1.804155e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 62818 members 
Mstep: Class 3 contains 188697 members 
Mstep: Class 4 contains 56160 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101166 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 110847 members 
Mstep: Class 10 contains 177479 members 
Mstep: Class 11 contains 5818 members 
Mstep: Class 12 contains 11890 members 
Mstep: Class 13 contains 169487 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 52077 members 
Mstep: Class 17 contains 74704 members 
Mstep: Class 18 contains 173236 members 
Mstep: Class 19 contains 177364 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 377 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415424.000000 Penalty: 84149.148438
Iteration 210Q: 25 clusters Score -1.804154e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62807 members 
Mstep: Class 3 contains 188717 members 
Mstep: Class 4 contains 56136 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101137 members 
Mstep: Class 7 contains 8967 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 110860 members 
Mstep: Class 10 contains 177588 members 
Mstep: Class 11 contains 5829 members 
Mstep: Class 12 contains 11896 members 
Mstep: Class 13 contains 169493 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 52063 members 
Mstep: Class 17 contains 74683 members 
Mstep: Class 18 contains 173193 members 
Mstep: Class 19 contains 177343 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 377 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415600.000000 Penalty: 84149.148438
Iteration 211Q: 25 clusters Score -1.804156e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62787 members 
Mstep: Class 3 contains 188727 members 
Mstep: Class 4 contains 56109 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101110 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 110872 members 
Mstep: Class 10 contains 177698 members 
Mstep: Class 11 contains 5838 members 
Mstep: Class 12 contains 11903 members 
Mstep: Class 13 contains 169500 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 52044 members 
Mstep: Class 17 contains 74672 members 
Mstep: Class 18 contains 173146 members 
Mstep: Class 19 contains 177341 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 377 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2645 members 
Mstep: Class 24 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415760.000000 Penalty: 84149.148438
Iteration 212Q: 25 clusters Score -1.804158e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62765 members 
Mstep: Class 3 contains 188728 members 
Mstep: Class 4 contains 56078 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101077 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 110883 members 
Mstep: Class 10 contains 177807 members 
Mstep: Class 11 contains 5844 members 
Mstep: Class 12 contains 11911 members 
Mstep: Class 13 contains 169522 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 52027 members 
Mstep: Class 17 contains 74646 members 
Mstep: Class 18 contains 173120 members 
Mstep: Class 19 contains 177340 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 377 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2644 members 
Mstep: Class 24 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415776.000000 Penalty: 84149.148438
Iteration 213Q: 25 clusters Score -1.804158e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62745 members 
Mstep: Class 3 contains 188742 members 
Mstep: Class 4 contains 56032 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101055 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 110903 members 
Mstep: Class 10 contains 177895 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 11915 members 
Mstep: Class 13 contains 169527 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 52015 members 
Mstep: Class 17 contains 74634 members 
Mstep: Class 18 contains 173083 members 
Mstep: Class 19 contains 177352 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 377 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2644 members 
Mstep: Class 24 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415808.000000 Penalty: 84149.148438
Iteration 214Q: 25 clusters Score -1.804158e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62731 members 
Mstep: Class 3 contains 188770 members 
Mstep: Class 4 contains 56000 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101026 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 110924 members 
Mstep: Class 10 contains 177951 members 
Mstep: Class 11 contains 5854 members 
Mstep: Class 12 contains 11913 members 
Mstep: Class 13 contains 169520 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 51993 members 
Mstep: Class 17 contains 74629 members 
Mstep: Class 18 contains 173050 members 
Mstep: Class 19 contains 177389 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 377 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2643 members 
Mstep: Class 24 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415600.000000 Penalty: 84149.148438
Iteration 215Q: 25 clusters Score -1.804156e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62698 members 
Mstep: Class 3 contains 188804 members 
Mstep: Class 4 contains 55972 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 101005 members 
Mstep: Class 7 contains 8964 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 110956 members 
Mstep: Class 10 contains 178000 members 
Mstep: Class 11 contains 5859 members 
Mstep: Class 12 contains 11918 members 
Mstep: Class 13 contains 169530 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 51972 members 
Mstep: Class 17 contains 74616 members 
Mstep: Class 18 contains 173024 members 
Mstep: Class 19 contains 177401 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 377 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415360.000000 Penalty: 84149.148438
Iteration 216Q: 25 clusters Score -1.804154e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62658 members 
Mstep: Class 3 contains 188841 members 
Mstep: Class 4 contains 55945 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100976 members 
Mstep: Class 7 contains 8962 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 110993 members 
Mstep: Class 10 contains 178066 members 
Mstep: Class 11 contains 5861 members 
Mstep: Class 12 contains 11917 members 
Mstep: Class 13 contains 169516 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 51948 members 
Mstep: Class 17 contains 74599 members 
Mstep: Class 18 contains 173029 members 
Mstep: Class 19 contains 177410 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 377 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2638 members 
Mstep: Class 24 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414976.000000 Penalty: 84149.148438
Iteration 217Q: 25 clusters Score -1.80415e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62630 members 
Mstep: Class 3 contains 188868 members 
Mstep: Class 4 contains 55922 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100949 members 
Mstep: Class 7 contains 8962 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111034 members 
Mstep: Class 10 contains 178076 members 
Mstep: Class 11 contains 5868 members 
Mstep: Class 12 contains 11917 members 
Mstep: Class 13 contains 169503 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 51931 members 
Mstep: Class 17 contains 74592 members 
Mstep: Class 18 contains 173029 members 
Mstep: Class 19 contains 177442 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 377 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2636 members 
Mstep: Class 24 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415024.000000 Penalty: 84149.148438
Iteration 218Q: 25 clusters Score -1.80415e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62607 members 
Mstep: Class 3 contains 188894 members 
Mstep: Class 4 contains 55906 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100924 members 
Mstep: Class 7 contains 8961 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111065 members 
Mstep: Class 10 contains 178073 members 
Mstep: Class 11 contains 5873 members 
Mstep: Class 12 contains 11916 members 
Mstep: Class 13 contains 169480 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 51914 members 
Mstep: Class 17 contains 74599 members 
Mstep: Class 18 contains 173043 members 
Mstep: Class 19 contains 177467 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 377 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415008.000000 Penalty: 84149.148438
Iteration 219Q: 25 clusters Score -1.80415e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62585 members 
Mstep: Class 3 contains 188916 members 
Mstep: Class 4 contains 55880 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100906 members 
Mstep: Class 7 contains 8961 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111120 members 
Mstep: Class 10 contains 178066 members 
Mstep: Class 11 contains 5877 members 
Mstep: Class 12 contains 11921 members 
Mstep: Class 13 contains 169434 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 239 members 
Mstep: Class 16 contains 51889 members 
Mstep: Class 17 contains 74611 members 
Mstep: Class 18 contains 173030 members 
Mstep: Class 19 contains 177526 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 377 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415296.000000 Penalty: 84149.148438
Iteration 220F: 25 clusters Score -1.804153e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62565 members 
Mstep: Class 3 contains 188957 members 
Mstep: Class 4 contains 55850 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100892 members 
Mstep: Class 7 contains 8962 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111155 members 
Mstep: Class 10 contains 178078 members 
Mstep: Class 11 contains 5885 members 
Mstep: Class 12 contains 11925 members 
Mstep: Class 13 contains 169397 members 
Mstep: Class 14 contains 755 members 
Mstep: Class 15 contains 228 members 
Mstep: Class 16 contains 51870 members 
Mstep: Class 17 contains 74613 members 
Mstep: Class 18 contains 173014 members 
Mstep: Class 19 contains 177558 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2638 members 
Mstep: Class 24 contains 516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415120.000000 Penalty: 84149.148438
Iteration 221Q: 25 clusters Score -1.804151e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62547 members 
Mstep: Class 3 contains 188979 members 
Mstep: Class 4 contains 55823 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100883 members 
Mstep: Class 7 contains 8961 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111189 members 
Mstep: Class 10 contains 178097 members 
Mstep: Class 11 contains 5887 members 
Mstep: Class 12 contains 11923 members 
Mstep: Class 13 contains 169372 members 
Mstep: Class 14 contains 753 members 
Mstep: Class 15 contains 217 members 
Mstep: Class 16 contains 51853 members 
Mstep: Class 17 contains 74616 members 
Mstep: Class 18 contains 173030 members 
Mstep: Class 19 contains 177563 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 381 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2636 members 
Mstep: Class 24 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414960.000000 Penalty: 84149.148438
Iteration 222Q: 25 clusters Score -1.80415e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62532 members 
Mstep: Class 3 contains 188997 members 
Mstep: Class 4 contains 55796 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100879 members 
Mstep: Class 7 contains 8960 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111221 members 
Mstep: Class 10 contains 178116 members 
Mstep: Class 11 contains 5891 members 
Mstep: Class 12 contains 11917 members 
Mstep: Class 13 contains 169363 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 204 members 
Mstep: Class 16 contains 51837 members 
Mstep: Class 17 contains 74616 members 
Mstep: Class 18 contains 173015 members 
Mstep: Class 19 contains 177583 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 382 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2636 members 
Mstep: Class 24 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414640.000000 Penalty: 84149.148438
Iteration 223Q: 25 clusters Score -1.804146e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62520 members 
Mstep: Class 3 contains 189020 members 
Mstep: Class 4 contains 55767 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100876 members 
Mstep: Class 7 contains 8958 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111253 members 
Mstep: Class 10 contains 178163 members 
Mstep: Class 11 contains 5901 members 
Mstep: Class 12 contains 11922 members 
Mstep: Class 13 contains 169329 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 195 members 
Mstep: Class 16 contains 51826 members 
Mstep: Class 17 contains 74617 members 
Mstep: Class 18 contains 172972 members 
Mstep: Class 19 contains 177599 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 384 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2636 members 
Mstep: Class 24 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414624.000000 Penalty: 84149.148438
Iteration 224Q: 25 clusters Score -1.804146e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62506 members 
Mstep: Class 3 contains 189030 members 
Mstep: Class 4 contains 55738 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100876 members 
Mstep: Class 7 contains 8954 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111273 members 
Mstep: Class 10 contains 178188 members 
Mstep: Class 11 contains 5907 members 
Mstep: Class 12 contains 11929 members 
Mstep: Class 13 contains 169321 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 184 members 
Mstep: Class 16 contains 51808 members 
Mstep: Class 17 contains 74615 members 
Mstep: Class 18 contains 172965 members 
Mstep: Class 19 contains 177614 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2635 members 
Mstep: Class 24 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414944.000000 Penalty: 84149.148438
Iteration 225Q: 25 clusters Score -1.804149e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62491 members 
Mstep: Class 3 contains 189060 members 
Mstep: Class 4 contains 55706 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100865 members 
Mstep: Class 7 contains 8945 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111285 members 
Mstep: Class 10 contains 178229 members 
Mstep: Class 11 contains 5911 members 
Mstep: Class 12 contains 11932 members 
Mstep: Class 13 contains 169314 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 179 members 
Mstep: Class 16 contains 51801 members 
Mstep: Class 17 contains 74609 members 
Mstep: Class 18 contains 172961 members 
Mstep: Class 19 contains 177615 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2635 members 
Mstep: Class 24 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414688.000000 Penalty: 84149.148438
Iteration 226Q: 25 clusters Score -1.804147e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62465 members 
Mstep: Class 3 contains 189085 members 
Mstep: Class 4 contains 55680 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100865 members 
Mstep: Class 7 contains 8930 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111298 members 
Mstep: Class 10 contains 178239 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 11929 members 
Mstep: Class 13 contains 169311 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 174 members 
Mstep: Class 16 contains 51795 members 
Mstep: Class 17 contains 74611 members 
Mstep: Class 18 contains 172972 members 
Mstep: Class 19 contains 177624 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2636 members 
Mstep: Class 24 contains 570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414944.000000 Penalty: 84149.148438
Iteration 227Q: 25 clusters Score -1.804149e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62449 members 
Mstep: Class 3 contains 189105 members 
Mstep: Class 4 contains 55648 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100860 members 
Mstep: Class 7 contains 8919 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111313 members 
Mstep: Class 10 contains 178240 members 
Mstep: Class 11 contains 5925 members 
Mstep: Class 12 contains 11932 members 
Mstep: Class 13 contains 169330 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51774 members 
Mstep: Class 17 contains 74611 members 
Mstep: Class 18 contains 172982 members 
Mstep: Class 19 contains 177633 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2638 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415216.000000 Penalty: 84149.148438
Iteration 228Q: 25 clusters Score -1.804152e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62428 members 
Mstep: Class 3 contains 189144 members 
Mstep: Class 4 contains 55617 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100856 members 
Mstep: Class 7 contains 8909 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111341 members 
Mstep: Class 10 contains 178219 members 
Mstep: Class 11 contains 5936 members 
Mstep: Class 12 contains 11936 members 
Mstep: Class 13 contains 169344 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51772 members 
Mstep: Class 17 contains 74610 members 
Mstep: Class 18 contains 172976 members 
Mstep: Class 19 contains 177632 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415184.000000 Penalty: 84149.148438
Iteration 229Q: 25 clusters Score -1.804152e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62407 members 
Mstep: Class 3 contains 189166 members 
Mstep: Class 4 contains 55595 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100836 members 
Mstep: Class 7 contains 8908 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111380 members 
Mstep: Class 10 contains 178203 members 
Mstep: Class 11 contains 5940 members 
Mstep: Class 12 contains 11939 members 
Mstep: Class 13 contains 169371 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51763 members 
Mstep: Class 17 contains 74609 members 
Mstep: Class 18 contains 172986 members 
Mstep: Class 19 contains 177617 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415152.000000 Penalty: 84149.148438
Iteration 230Q: 25 clusters Score -1.804152e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62389 members 
Mstep: Class 3 contains 189191 members 
Mstep: Class 4 contains 55570 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100836 members 
Mstep: Class 7 contains 8907 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111411 members 
Mstep: Class 10 contains 178188 members 
Mstep: Class 11 contains 5946 members 
Mstep: Class 12 contains 11943 members 
Mstep: Class 13 contains 169348 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51764 members 
Mstep: Class 17 contains 74614 members 
Mstep: Class 18 contains 172989 members 
Mstep: Class 19 contains 177624 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415232.000000 Penalty: 84149.148438
Iteration 231Q: 25 clusters Score -1.804152e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62362 members 
Mstep: Class 3 contains 189228 members 
Mstep: Class 4 contains 55555 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100823 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111419 members 
Mstep: Class 10 contains 178185 members 
Mstep: Class 11 contains 5954 members 
Mstep: Class 12 contains 11941 members 
Mstep: Class 13 contains 169346 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51765 members 
Mstep: Class 17 contains 74618 members 
Mstep: Class 18 contains 172991 members 
Mstep: Class 19 contains 177628 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2638 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415200.000000 Penalty: 84149.148438
Iteration 232Q: 25 clusters Score -1.804152e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62348 members 
Mstep: Class 3 contains 189250 members 
Mstep: Class 4 contains 55539 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100815 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111436 members 
Mstep: Class 10 contains 178184 members 
Mstep: Class 11 contains 5960 members 
Mstep: Class 12 contains 11942 members 
Mstep: Class 13 contains 169349 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51756 members 
Mstep: Class 17 contains 74624 members 
Mstep: Class 18 contains 172970 members 
Mstep: Class 19 contains 177643 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414992.000000 Penalty: 84149.148438
Iteration 233Q: 25 clusters Score -1.80415e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62328 members 
Mstep: Class 3 contains 189262 members 
Mstep: Class 4 contains 55523 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100804 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111457 members 
Mstep: Class 10 contains 178173 members 
Mstep: Class 11 contains 5964 members 
Mstep: Class 12 contains 11945 members 
Mstep: Class 13 contains 169347 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51747 members 
Mstep: Class 17 contains 74631 members 
Mstep: Class 18 contains 172959 members 
Mstep: Class 19 contains 177678 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2635 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415040.000000 Penalty: 84149.148438
Iteration 234Q: 25 clusters Score -1.80415e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62317 members 
Mstep: Class 3 contains 189285 members 
Mstep: Class 4 contains 55506 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100783 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111474 members 
Mstep: Class 10 contains 178151 members 
Mstep: Class 11 contains 5968 members 
Mstep: Class 12 contains 11948 members 
Mstep: Class 13 contains 169336 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51736 members 
Mstep: Class 17 contains 74642 members 
Mstep: Class 18 contains 172970 members 
Mstep: Class 19 contains 177703 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2634 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415024.000000 Penalty: 84149.148438
Iteration 235Q: 25 clusters Score -1.80415e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62301 members 
Mstep: Class 3 contains 189306 members 
Mstep: Class 4 contains 55498 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100771 members 
Mstep: Class 7 contains 8905 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111495 members 
Mstep: Class 10 contains 178110 members 
Mstep: Class 11 contains 5972 members 
Mstep: Class 12 contains 11950 members 
Mstep: Class 13 contains 169337 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51724 members 
Mstep: Class 17 contains 74654 members 
Mstep: Class 18 contains 172976 members 
Mstep: Class 19 contains 177725 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2635 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415104.000000 Penalty: 84149.148438
Iteration 236Q: 25 clusters Score -1.804151e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62283 members 
Mstep: Class 3 contains 189319 members 
Mstep: Class 4 contains 55476 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100755 members 
Mstep: Class 7 contains 8903 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111523 members 
Mstep: Class 10 contains 178073 members 
Mstep: Class 11 contains 5979 members 
Mstep: Class 12 contains 11950 members 
Mstep: Class 13 contains 169345 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51715 members 
Mstep: Class 17 contains 74657 members 
Mstep: Class 18 contains 172970 members 
Mstep: Class 19 contains 177777 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2634 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415232.000000 Penalty: 84149.148438
Iteration 237Q: 25 clusters Score -1.804152e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62269 members 
Mstep: Class 3 contains 189327 members 
Mstep: Class 4 contains 55458 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100738 members 
Mstep: Class 7 contains 8902 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111554 members 
Mstep: Class 10 contains 178052 members 
Mstep: Class 11 contains 5985 members 
Mstep: Class 12 contains 11948 members 
Mstep: Class 13 contains 169352 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51707 members 
Mstep: Class 17 contains 74660 members 
Mstep: Class 18 contains 172952 members 
Mstep: Class 19 contains 177822 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2633 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414864.000000 Penalty: 84149.148438
Iteration 238Q: 25 clusters Score -1.804149e+08 nChanged 431
Entering ConstructFrom: 
Score: -180414864.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (3160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Entering Unmasked Estep 
Score: -413625.062500 Penalty: 1998.465210
	Iteration 0F: 2 clusters Score -413625.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -410423.656250 Penalty: 3996.930420
	Iteration 0F: 3 clusters Score -410423.7 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -411464.468750 Penalty: 3996.930420
	Iteration 1F: 3 clusters Score -411464.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -412356.312500 Penalty: 3996.930420
	Iteration 2F: 3 clusters Score -412356.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -413455.031250 Penalty: 3996.930420
	Iteration 3F: 3 clusters Score -413455 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -414317.062500 Penalty: 3996.930420
	Iteration 4F: 3 clusters Score -414317.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -414636.906250 Penalty: 3996.930420
	Iteration 5F: 3 clusters Score -414636.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -414749.781250 Penalty: 3996.930420
	Iteration 6Q: 3 clusters Score -414749.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -414780.812500 Penalty: 3996.930420
	Iteration 7Q: 3 clusters Score -414780.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -414792.031250 Penalty: 3996.930420
	Iteration 8Q: 3 clusters Score -414792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -414797.312500 Penalty: 3996.930420
	Iteration 9Q: 3 clusters Score -414797.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -414800.562500 Penalty: 3996.930420
	Iteration 10Q: 3 clusters Score -414800.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -414803.250000 Penalty: 3996.930420
	Iteration 11Q: 3 clusters Score -414803.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -414803.781250 Penalty: 3996.930420
	Iteration 12Q: 3 clusters Score -414803.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -414804.187500 Penalty: 3996.930420
	Iteration 13Q: 3 clusters Score -414804.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -414804.187500 Penalty: 3996.930420
	Iteration 14F: 3 clusters Score -414804.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 62242 members 
Mstep: Class 3 contains 189353 members 
Mstep: Class 4 contains 55442 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100720 members 
Mstep: Class 7 contains 8902 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111578 members 
Mstep: Class 10 contains 178035 members 
Mstep: Class 11 contains 5991 members 
Mstep: Class 12 contains 11952 members 
Mstep: Class 13 contains 169363 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51700 members 
Mstep: Class 17 contains 74651 members 
Mstep: Class 18 contains 172932 members 
Mstep: Class 19 contains 177863 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2635 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 460 members 
Entering Unmasked Estep 
Score: -180412800.000000 Penalty: 87655.367188
Splitting cluster 1 changes total score from -180414864.000000 to -180412800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (62242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Entering Unmasked Estep 
Score: -8269120.000000 Penalty: 2737.618652
	Iteration 0F: 2 clusters Score -8269120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -8227280.000000 Penalty: 5475.237305
	Iteration 0F: 3 clusters Score -8227280 nChanged 28977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -8243176.000000 Penalty: 5475.237305
	Iteration 1F: 3 clusters Score -8243176 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -8243720.000000 Penalty: 5475.237305
	Iteration 2Q: 3 clusters Score -8243720 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -8244431.000000 Penalty: 5475.237305
	Iteration 3Q: 3 clusters Score -8244431 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -8245413.000000 Penalty: 5475.237305
	Iteration 4Q: 3 clusters Score -8245413 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -8246812.500000 Penalty: 5475.237305
	Iteration 5Q: 3 clusters Score -8246812 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -8248476.500000 Penalty: 5475.237305
	Iteration 6F: 3 clusters Score -8248476 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -8250538.000000 Penalty: 5475.237305
	Iteration 7F: 3 clusters Score -8250538 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -8253012.000000 Penalty: 5475.237305
	Iteration 8F: 3 clusters Score -8253012 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -8255732.000000 Penalty: 5475.237305
	Iteration 9F: 3 clusters Score -8255732 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -8258511.500000 Penalty: 5475.237305
	Iteration 10F: 3 clusters Score -8258512 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -8260574.000000 Penalty: 5475.237305
	Iteration 11F: 3 clusters Score -8260574 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -8261566.500000 Penalty: 5475.237305
	Iteration 12Q: 3 clusters Score -8261566 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -8262086.000000 Penalty: 5475.237305
	Iteration 13Q: 3 clusters Score -8262086 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -8262363.500000 Penalty: 5475.237305
	Iteration 14Q: 3 clusters Score -8262364 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -8262671.500000 Penalty: 5475.237305
	Iteration 15Q: 3 clusters Score -8262672 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -8263023.500000 Penalty: 5475.237305
	Iteration 16Q: 3 clusters Score -8263024 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -8263289.000000 Penalty: 5475.237305
	Iteration 17Q: 3 clusters Score -8263289 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -8263503.500000 Penalty: 5475.237305
	Iteration 18Q: 3 clusters Score -8263504 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -8263672.500000 Penalty: 5475.237305
	Iteration 19Q: 3 clusters Score -8263672 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -8263925.500000 Penalty: 5475.237305
	Iteration 20F: 3 clusters Score -8263926 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -8264107.500000 Penalty: 5475.237305
	Iteration 21Q: 3 clusters Score -8264108 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -8264347.000000 Penalty: 5475.237305
	Iteration 22Q: 3 clusters Score -8264347 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -8264490.500000 Penalty: 5475.237305
	Iteration 23Q: 3 clusters Score -8264490 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -8264664.500000 Penalty: 5475.237305
	Iteration 24Q: 3 clusters Score -8264664 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -8264839.000000 Penalty: 5475.237305
	Iteration 25Q: 3 clusters Score -8264839 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -8264976.000000 Penalty: 5475.237305
	Iteration 26Q: 3 clusters Score -8264976 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -8265139.500000 Penalty: 5475.237305
	Iteration 27Q: 3 clusters Score -8265140 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49564 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -8265286.000000 Penalty: 5475.237305
	Iteration 28Q: 3 clusters Score -8265286 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -8265457.500000 Penalty: 5475.237305
	Iteration 29Q: 3 clusters Score -8265458 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50741 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -8265595.500000 Penalty: 5475.237305
	Iteration 30Q: 3 clusters Score -8265596 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -8265700.500000 Penalty: 5475.237305
	Iteration 31Q: 3 clusters Score -8265700 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -8265883.000000 Penalty: 5475.237305
	Iteration 32Q: 3 clusters Score -8265883 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -8265978.000000 Penalty: 5475.237305
	Iteration 33Q: 3 clusters Score -8265978 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -8266117.000000 Penalty: 5475.237305
	Iteration 34Q: 3 clusters Score -8266117 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -8266197.000000 Penalty: 5475.237305
	Iteration 35Q: 3 clusters Score -8266197 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -8266314.500000 Penalty: 5475.237305
	Iteration 36Q: 3 clusters Score -8266314 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -8266437.500000 Penalty: 5475.237305
	Iteration 37Q: 3 clusters Score -8266438 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54461 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -8266535.000000 Penalty: 5475.237305
	Iteration 38Q: 3 clusters Score -8266535 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54833 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -8266626.500000 Penalty: 5475.237305
	Iteration 39Q: 3 clusters Score -8266626 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55194 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -8266724.500000 Penalty: 5475.237305
	Iteration 40F: 3 clusters Score -8266724 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -8266784.500000 Penalty: 5475.237305
	Iteration 41Q: 3 clusters Score -8266784 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -8266843.000000 Penalty: 5475.237305
	Iteration 42Q: 3 clusters Score -8266843 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -8266894.000000 Penalty: 5475.237305
	Iteration 43Q: 3 clusters Score -8266894 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56309 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -8266927.500000 Penalty: 5475.237305
	Iteration 44Q: 3 clusters Score -8266928 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -8266965.000000 Penalty: 5475.237305
	Iteration 45Q: 3 clusters Score -8266965 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56656 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -8266986.500000 Penalty: 5475.237305
	Iteration 46Q: 3 clusters Score -8266986 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56812 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -8267034.500000 Penalty: 5475.237305
	Iteration 47Q: 3 clusters Score -8267034 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56961 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -8267036.000000 Penalty: 5475.237305
	Iteration 48Q: 3 clusters Score -8267036 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57095 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -8267038.500000 Penalty: 5475.237305
	Iteration 49Q: 3 clusters Score -8267038 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -8267068.000000 Penalty: 5475.237305
	Iteration 50Q: 3 clusters Score -8267068 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57316 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -8267085.000000 Penalty: 5475.237305
	Iteration 51Q: 3 clusters Score -8267085 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -8267115.500000 Penalty: 5475.237305
	Iteration 52Q: 3 clusters Score -8267116 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57559 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -8267153.000000 Penalty: 5475.237305
	Iteration 53Q: 3 clusters Score -8267153 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57680 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -8267170.500000 Penalty: 5475.237305
	Iteration 54Q: 3 clusters Score -8267170 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57801 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -8267182.500000 Penalty: 5475.237305
	Iteration 55Q: 3 clusters Score -8267182 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57903 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -8267222.000000 Penalty: 5475.237305
	Iteration 56Q: 3 clusters Score -8267222 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57982 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -8267218.000000 Penalty: 5475.237305
	Iteration 57Q: 3 clusters Score -8267218 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58051 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -8267247.000000 Penalty: 5475.237305
	Iteration 58Q: 3 clusters Score -8267247 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58106 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -8267240.500000 Penalty: 5475.237305
	Iteration 59Q: 3 clusters Score -8267240 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58161 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -8267251.500000 Penalty: 5475.237305
	Iteration 60F: 3 clusters Score -8267252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58209 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -8267261.500000 Penalty: 5475.237305
	Iteration 61Q: 3 clusters Score -8267262 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -8267243.000000 Penalty: 5475.237305
	Iteration 62Q: 3 clusters Score -8267243 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58310 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -8267276.500000 Penalty: 5475.237305
	Iteration 63Q: 3 clusters Score -8267276 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58368 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -8267283.000000 Penalty: 5475.237305
	Iteration 64Q: 3 clusters Score -8267283 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -8267286.500000 Penalty: 5475.237305
	Iteration 65Q: 3 clusters Score -8267286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -8267303.500000 Penalty: 5475.237305
	Iteration 66Q: 3 clusters Score -8267304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58495 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -8267313.000000 Penalty: 5475.237305
	Iteration 67Q: 3 clusters Score -8267313 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58537 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -8267325.500000 Penalty: 5475.237305
	Iteration 68Q: 3 clusters Score -8267326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58566 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -8267328.000000 Penalty: 5475.237305
	Iteration 69Q: 3 clusters Score -8267328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -8267331.000000 Penalty: 5475.237305
	Iteration 70Q: 3 clusters Score -8267331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -8267335.000000 Penalty: 5475.237305
	Iteration 71Q: 3 clusters Score -8267335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -8267338.000000 Penalty: 5475.237305
	Iteration 72Q: 3 clusters Score -8267338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -8267331.000000 Penalty: 5475.237305
	Iteration 73Q: 3 clusters Score -8267331 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -8267335.500000 Penalty: 5475.237305
	Iteration 74Q: 3 clusters Score -8267336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -8267348.500000 Penalty: 5475.237305
	Iteration 75Q: 3 clusters Score -8267348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58734 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -8267349.000000 Penalty: 5475.237305
	Iteration 76Q: 3 clusters Score -8267349 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -8267348.000000 Penalty: 5475.237305
	Iteration 77Q: 3 clusters Score -8267348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58789 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -8267364.500000 Penalty: 5475.237305
	Iteration 78Q: 3 clusters Score -8267364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58819 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -8267362.500000 Penalty: 5475.237305
	Iteration 79Q: 3 clusters Score -8267362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58851 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -8267377.500000 Penalty: 5475.237305
	Iteration 80F: 3 clusters Score -8267378 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58894 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -8267391.500000 Penalty: 5475.237305
	Iteration 81Q: 3 clusters Score -8267392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -8267393.000000 Penalty: 5475.237305
	Iteration 82Q: 3 clusters Score -8267393 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58982 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -8267412.500000 Penalty: 5475.237305
	Iteration 83Q: 3 clusters Score -8267412 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59026 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -8267403.000000 Penalty: 5475.237305
	Iteration 84Q: 3 clusters Score -8267403 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59074 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -8267402.500000 Penalty: 5475.237305
	Iteration 85Q: 3 clusters Score -8267402 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59124 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -8267397.000000 Penalty: 5475.237305
	Iteration 86Q: 3 clusters Score -8267397 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -8267424.000000 Penalty: 5475.237305
	Iteration 87Q: 3 clusters Score -8267424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59202 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -8267426.000000 Penalty: 5475.237305
	Iteration 88Q: 3 clusters Score -8267426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59229 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -8267426.500000 Penalty: 5475.237305
	Iteration 89Q: 3 clusters Score -8267426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59258 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -8267435.500000 Penalty: 5475.237305
	Iteration 90Q: 3 clusters Score -8267436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -8267449.000000 Penalty: 5475.237305
	Iteration 91Q: 3 clusters Score -8267449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -8267459.500000 Penalty: 5475.237305
	Iteration 92Q: 3 clusters Score -8267460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -8267445.000000 Penalty: 5475.237305
	Iteration 93Q: 3 clusters Score -8267445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59379 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -8267449.000000 Penalty: 5475.237305
	Iteration 94Q: 3 clusters Score -8267449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -8267456.000000 Penalty: 5475.237305
	Iteration 95Q: 3 clusters Score -8267456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -8267458.500000 Penalty: 5475.237305
	Iteration 96Q: 3 clusters Score -8267458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -8267469.500000 Penalty: 5475.237305
	Iteration 97Q: 3 clusters Score -8267470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59463 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -8267470.500000 Penalty: 5475.237305
	Iteration 98Q: 3 clusters Score -8267470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59478 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -8267476.000000 Penalty: 5475.237305
	Iteration 99Q: 3 clusters Score -8267476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59493 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -8267475.500000 Penalty: 5475.237305
	Iteration 100F: 3 clusters Score -8267476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -8267473.500000 Penalty: 5475.237305
	Iteration 101Q: 3 clusters Score -8267474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59518 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -8267474.500000 Penalty: 5475.237305
	Iteration 102Q: 3 clusters Score -8267474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -8267476.500000 Penalty: 5475.237305
	Iteration 103Q: 3 clusters Score -8267476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -8267475.500000 Penalty: 5475.237305
	Iteration 104Q: 3 clusters Score -8267476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -8267476.000000 Penalty: 5475.237305
	Iteration 105Q: 3 clusters Score -8267476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -8267482.000000 Penalty: 5475.237305
	Iteration 106Q: 3 clusters Score -8267482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -8267483.500000 Penalty: 5475.237305
	Iteration 107Q: 3 clusters Score -8267484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -8267483.500000 Penalty: 5475.237305
	Iteration 108F: 3 clusters Score -8267484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (189353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189353 members 
Entering Unmasked Estep 
Score: -25365630.000000 Penalty: 3013.539307
	Iteration 0F: 2 clusters Score -2.536563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94741 members 
Mstep: Class 2 contains 94612 members 
Entering Unmasked Estep 
Score: -25247096.000000 Penalty: 6027.078613
	Iteration 0F: 3 clusters Score -2.52471e+07 nChanged 91026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94993 members 
Mstep: Class 2 contains 94360 members 
Entering Unmasked Estep 
Score: -25300832.000000 Penalty: 6027.078613
	Iteration 1F: 3 clusters Score -2.530083e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95114 members 
Mstep: Class 2 contains 94239 members 
Entering Unmasked Estep 
Score: -25301484.000000 Penalty: 6027.078613
	Iteration 2Q: 3 clusters Score -2.530148e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95256 members 
Mstep: Class 2 contains 94097 members 
Entering Unmasked Estep 
Score: -25302234.000000 Penalty: 6027.078613
	Iteration 3Q: 3 clusters Score -2.530223e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95448 members 
Mstep: Class 2 contains 93905 members 
Entering Unmasked Estep 
Score: -25303286.000000 Penalty: 6027.078613
	Iteration 4Q: 3 clusters Score -2.530329e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95666 members 
Mstep: Class 2 contains 93687 members 
Entering Unmasked Estep 
Score: -25304308.000000 Penalty: 6027.078613
	Iteration 5Q: 3 clusters Score -2.530431e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96022 members 
Mstep: Class 2 contains 93331 members 
Entering Unmasked Estep 
Score: -25305596.000000 Penalty: 6027.078613
	Iteration 6Q: 3 clusters Score -2.53056e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96656 members 
Mstep: Class 2 contains 92697 members 
Entering Unmasked Estep 
Score: -25307504.000000 Penalty: 6027.078613
	Iteration 7Q: 3 clusters Score -2.53075e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97592 members 
Mstep: Class 2 contains 91761 members 
Entering Unmasked Estep 
Score: -25309924.000000 Penalty: 6027.078613
	Iteration 8Q: 3 clusters Score -2.530992e+07 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99004 members 
Mstep: Class 2 contains 90349 members 
Entering Unmasked Estep 
Score: -25312986.000000 Penalty: 6027.078613
	Iteration 9Q: 3 clusters Score -2.531299e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101314 members 
Mstep: Class 2 contains 88039 members 
Entering Unmasked Estep 
Score: -25316402.000000 Penalty: 6027.078613
	Iteration 10Q: 3 clusters Score -2.53164e+07 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104609 members 
Mstep: Class 2 contains 84744 members 
Entering Unmasked Estep 
Score: -25320338.000000 Penalty: 6027.078613
	Iteration 11Q: 3 clusters Score -2.532034e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108852 members 
Mstep: Class 2 contains 80501 members 
Entering Unmasked Estep 
Score: -25323986.000000 Penalty: 6027.078613
	Iteration 12Q: 3 clusters Score -2.532399e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114136 members 
Mstep: Class 2 contains 75217 members 
Entering Unmasked Estep 
Score: -25327492.000000 Penalty: 6027.078613
	Iteration 13Q: 3 clusters Score -2.532749e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120574 members 
Mstep: Class 2 contains 68779 members 
Entering Unmasked Estep 
Score: -25331230.000000 Penalty: 6027.078613
	Iteration 14Q: 3 clusters Score -2.533123e+07 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128095 members 
Mstep: Class 2 contains 61258 members 
Entering Unmasked Estep 
Score: -25335156.000000 Penalty: 6027.078613
	Iteration 15Q: 3 clusters Score -2.533516e+07 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136608 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -25339446.000000 Penalty: 6027.078613
	Iteration 16Q: 3 clusters Score -2.533945e+07 nChanged 9452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146048 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -25344730.000000 Penalty: 6027.078613
	Iteration 17Q: 3 clusters Score -2.534473e+07 nChanged 9703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155749 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -25350318.000000 Penalty: 6027.078613
	Iteration 18F: 3 clusters Score -2.535032e+07 nChanged 8887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164634 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -25354522.000000 Penalty: 6027.078613
	Iteration 19Q: 3 clusters Score -2.535452e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171932 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -25357386.000000 Penalty: 6027.078613
	Iteration 20F: 3 clusters Score -2.535739e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177438 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -25359180.000000 Penalty: 6027.078613
	Iteration 21Q: 3 clusters Score -2.535918e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181211 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -25360750.000000 Penalty: 6027.078613
	Iteration 22Q: 3 clusters Score -2.536075e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183731 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -25361716.000000 Penalty: 6027.078613
	Iteration 23Q: 3 clusters Score -2.536172e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185359 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -25362362.000000 Penalty: 6027.078613
	Iteration 24Q: 3 clusters Score -2.536236e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186385 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -25362640.000000 Penalty: 6027.078613
	Iteration 25Q: 3 clusters Score -2.536264e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186998 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -25362810.000000 Penalty: 6027.078613
	Iteration 26Q: 3 clusters Score -2.536281e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187381 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -25363006.000000 Penalty: 6027.078613
	Iteration 27Q: 3 clusters Score -2.536301e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187630 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -25363038.000000 Penalty: 6027.078613
	Iteration 28Q: 3 clusters Score -2.536304e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187780 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -25363108.000000 Penalty: 6027.078613
	Iteration 29Q: 3 clusters Score -2.536311e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187862 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -25363146.000000 Penalty: 6027.078613
	Iteration 30Q: 3 clusters Score -2.536315e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187915 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -25363176.000000 Penalty: 6027.078613
	Iteration 31Q: 3 clusters Score -2.536318e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187972 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -25363218.000000 Penalty: 6027.078613
	Iteration 32Q: 3 clusters Score -2.536322e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188022 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -25363218.000000 Penalty: 6027.078613
	Iteration 33Q: 3 clusters Score -2.536322e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188050 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -25363208.000000 Penalty: 6027.078613
	Iteration 34Q: 3 clusters Score -2.536321e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188072 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -25363210.000000 Penalty: 6027.078613
	Iteration 35Q: 3 clusters Score -2.536321e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188090 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -25363214.000000 Penalty: 6027.078613
	Iteration 36Q: 3 clusters Score -2.536321e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188111 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -25363210.000000 Penalty: 6027.078613
	Iteration 37Q: 3 clusters Score -2.536321e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188130 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -25363254.000000 Penalty: 6027.078613
	Iteration 38Q: 3 clusters Score -2.536325e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188156 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -25363270.000000 Penalty: 6027.078613
	Iteration 39Q: 3 clusters Score -2.536327e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188180 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -25363266.000000 Penalty: 6027.078613
	Iteration 40F: 3 clusters Score -2.536327e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188203 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -25363278.000000 Penalty: 6027.078613
	Iteration 41Q: 3 clusters Score -2.536328e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188221 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -25363280.000000 Penalty: 6027.078613
	Iteration 42Q: 3 clusters Score -2.536328e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188236 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -25363256.000000 Penalty: 6027.078613
	Iteration 43Q: 3 clusters Score -2.536326e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188248 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -25363296.000000 Penalty: 6027.078613
	Iteration 44Q: 3 clusters Score -2.53633e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188255 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -25363282.000000 Penalty: 6027.078613
	Iteration 45Q: 3 clusters Score -2.536328e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188261 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -25363258.000000 Penalty: 6027.078613
	Iteration 46Q: 3 clusters Score -2.536326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188269 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -25363278.000000 Penalty: 6027.078613
	Iteration 47Q: 3 clusters Score -2.536328e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188279 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -25363254.000000 Penalty: 6027.078613
	Iteration 48Q: 3 clusters Score -2.536325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188285 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -25363242.000000 Penalty: 6027.078613
	Iteration 49Q: 3 clusters Score -2.536324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188286 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -25363256.000000 Penalty: 6027.078613
	Iteration 50Q: 3 clusters Score -2.536326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188288 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -25363246.000000 Penalty: 6027.078613
	Iteration 51Q: 3 clusters Score -2.536325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188287 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -25363260.000000 Penalty: 6027.078613
	Iteration 52Q: 3 clusters Score -2.536326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188290 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -25363258.000000 Penalty: 6027.078613
	Iteration 53Q: 3 clusters Score -2.536326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188289 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -25363256.000000 Penalty: 6027.078613
	Iteration 54Q: 3 clusters Score -2.536326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188289 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -25363256.000000 Penalty: 6027.078613
	Iteration 55Q: 3 clusters Score -2.536326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188287 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -25363268.000000 Penalty: 6027.078613
	Iteration 56Q: 3 clusters Score -2.536327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188289 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -25363274.000000 Penalty: 6027.078613
	Iteration 57Q: 3 clusters Score -2.536327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188286 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -25363270.000000 Penalty: 6027.078613
	Iteration 58Q: 3 clusters Score -2.536327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188287 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -25363274.000000 Penalty: 6027.078613
	Iteration 59Q: 3 clusters Score -2.536327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188290 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -25363286.000000 Penalty: 6027.078613
	Iteration 60F: 3 clusters Score -2.536329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188291 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -25363266.000000 Penalty: 6027.078613
	Iteration 61Q: 3 clusters Score -2.536327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188292 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -25363292.000000 Penalty: 6027.078613
	Iteration 62Q: 3 clusters Score -2.536329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188291 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -25363286.000000 Penalty: 6027.078613
	Iteration 63Q: 3 clusters Score -2.536329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188292 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -25363292.000000 Penalty: 6027.078613
	Iteration 64Q: 3 clusters Score -2.536329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188295 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -25363294.000000 Penalty: 6027.078613
	Iteration 65Q: 3 clusters Score -2.536329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188294 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -25363286.000000 Penalty: 6027.078613
	Iteration 66Q: 3 clusters Score -2.536329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188295 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -25363292.000000 Penalty: 6027.078613
	Iteration 67Q: 3 clusters Score -2.536329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188295 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -25363292.000000 Penalty: 6027.078613
	Iteration 68F: 3 clusters Score -2.536329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55442 members 
Entering Unmasked Estep 
Score: -7405780.500000 Penalty: 2708.927002
	Iteration 0F: 2 clusters Score -7405780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -7368489.500000 Penalty: 5417.854004
	Iteration 0F: 3 clusters Score -7368490 nChanged 25744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -7383367.000000 Penalty: 5417.854004
	Iteration 1F: 3 clusters Score -7383367 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -7384791.000000 Penalty: 5417.854004
	Iteration 2F: 3 clusters Score -7384791 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -7386900.000000 Penalty: 5417.854004
	Iteration 3F: 3 clusters Score -7386900 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -7389584.000000 Penalty: 5417.854004
	Iteration 4F: 3 clusters Score -7389584 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -7392787.500000 Penalty: 5417.854004
	Iteration 5F: 3 clusters Score -7392788 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -7395940.000000 Penalty: 5417.854004
	Iteration 6F: 3 clusters Score -7395940 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -7398797.500000 Penalty: 5417.854004
	Iteration 7F: 3 clusters Score -7398798 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -7400712.000000 Penalty: 5417.854004
	Iteration 8Q: 3 clusters Score -7400712 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -7401700.500000 Penalty: 5417.854004
	Iteration 9Q: 3 clusters Score -7401700 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -7402145.500000 Penalty: 5417.854004
	Iteration 10Q: 3 clusters Score -7402146 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -7402418.000000 Penalty: 5417.854004
	Iteration 11Q: 3 clusters Score -7402418 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -7402650.500000 Penalty: 5417.854004
	Iteration 12Q: 3 clusters Score -7402650 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -7402831.000000 Penalty: 5417.854004
	Iteration 13Q: 3 clusters Score -7402831 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -7402997.500000 Penalty: 5417.854004
	Iteration 14Q: 3 clusters Score -7402998 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -7403122.500000 Penalty: 5417.854004
	Iteration 15Q: 3 clusters Score -7403122 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -7403229.000000 Penalty: 5417.854004
	Iteration 16Q: 3 clusters Score -7403229 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -7403356.000000 Penalty: 5417.854004
	Iteration 17Q: 3 clusters Score -7403356 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -7403426.000000 Penalty: 5417.854004
	Iteration 18Q: 3 clusters Score -7403426 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -7403487.000000 Penalty: 5417.854004
	Iteration 19Q: 3 clusters Score -7403487 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -7403508.500000 Penalty: 5417.854004
	Iteration 20F: 3 clusters Score -7403508 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -7403556.500000 Penalty: 5417.854004
	Iteration 21Q: 3 clusters Score -7403556 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -7403609.000000 Penalty: 5417.854004
	Iteration 22Q: 3 clusters Score -7403609 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -7403656.500000 Penalty: 5417.854004
	Iteration 23Q: 3 clusters Score -7403656 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -7403663.000000 Penalty: 5417.854004
	Iteration 24Q: 3 clusters Score -7403663 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50828 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -7403672.500000 Penalty: 5417.854004
	Iteration 25Q: 3 clusters Score -7403672 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -7403731.500000 Penalty: 5417.854004
	Iteration 26Q: 3 clusters Score -7403732 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -7403736.500000 Penalty: 5417.854004
	Iteration 27Q: 3 clusters Score -7403736 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51274 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -7403789.000000 Penalty: 5417.854004
	Iteration 28Q: 3 clusters Score -7403789 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -7403801.000000 Penalty: 5417.854004
	Iteration 29Q: 3 clusters Score -7403801 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -7403837.000000 Penalty: 5417.854004
	Iteration 30Q: 3 clusters Score -7403837 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51635 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -7403846.500000 Penalty: 5417.854004
	Iteration 31Q: 3 clusters Score -7403846 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -7403870.500000 Penalty: 5417.854004
	Iteration 32Q: 3 clusters Score -7403870 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -7403880.000000 Penalty: 5417.854004
	Iteration 33Q: 3 clusters Score -7403880 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -7403926.000000 Penalty: 5417.854004
	Iteration 34Q: 3 clusters Score -7403926 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -7403930.500000 Penalty: 5417.854004
	Iteration 35Q: 3 clusters Score -7403930 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -7403939.500000 Penalty: 5417.854004
	Iteration 36Q: 3 clusters Score -7403940 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -7403933.000000 Penalty: 5417.854004
	Iteration 37Q: 3 clusters Score -7403933 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52187 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -7403941.500000 Penalty: 5417.854004
	Iteration 38Q: 3 clusters Score -7403942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52239 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -7403965.500000 Penalty: 5417.854004
	Iteration 39Q: 3 clusters Score -7403966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -7403963.000000 Penalty: 5417.854004
	Iteration 40F: 3 clusters Score -7403963 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -7403986.500000 Penalty: 5417.854004
	Iteration 41Q: 3 clusters Score -7403986 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -7403992.500000 Penalty: 5417.854004
	Iteration 42Q: 3 clusters Score -7403992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -7404002.500000 Penalty: 5417.854004
	Iteration 43Q: 3 clusters Score -7404002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52437 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -7404005.000000 Penalty: 5417.854004
	Iteration 44Q: 3 clusters Score -7404005 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -7404011.000000 Penalty: 5417.854004
	Iteration 45Q: 3 clusters Score -7404011 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -7404010.000000 Penalty: 5417.854004
	Iteration 46Q: 3 clusters Score -7404010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52567 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -7404014.500000 Penalty: 5417.854004
	Iteration 47Q: 3 clusters Score -7404014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -7404038.500000 Penalty: 5417.854004
	Iteration 48Q: 3 clusters Score -7404038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -7404037.000000 Penalty: 5417.854004
	Iteration 49Q: 3 clusters Score -7404037 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -7404036.500000 Penalty: 5417.854004
	Iteration 50Q: 3 clusters Score -7404036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52702 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -7404045.500000 Penalty: 5417.854004
	Iteration 51Q: 3 clusters Score -7404046 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -7404052.000000 Penalty: 5417.854004
	Iteration 52Q: 3 clusters Score -7404052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -7404049.500000 Penalty: 5417.854004
	Iteration 53Q: 3 clusters Score -7404050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -7404047.500000 Penalty: 5417.854004
	Iteration 54Q: 3 clusters Score -7404048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -7404063.500000 Penalty: 5417.854004
	Iteration 55Q: 3 clusters Score -7404064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -7404074.000000 Penalty: 5417.854004
	Iteration 56Q: 3 clusters Score -7404074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -7404076.000000 Penalty: 5417.854004
	Iteration 57Q: 3 clusters Score -7404076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52888 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -7404080.000000 Penalty: 5417.854004
	Iteration 58Q: 3 clusters Score -7404080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -7404076.000000 Penalty: 5417.854004
	Iteration 59Q: 3 clusters Score -7404076 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52932 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -7404083.000000 Penalty: 5417.854004
	Iteration 60F: 3 clusters Score -7404083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -7404094.000000 Penalty: 5417.854004
	Iteration 61Q: 3 clusters Score -7404094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52970 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -7404093.500000 Penalty: 5417.854004
	Iteration 62Q: 3 clusters Score -7404094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -7404101.500000 Penalty: 5417.854004
	Iteration 63Q: 3 clusters Score -7404102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -7404104.500000 Penalty: 5417.854004
	Iteration 64Q: 3 clusters Score -7404104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -7404110.500000 Penalty: 5417.854004
	Iteration 65Q: 3 clusters Score -7404110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53014 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -7404116.000000 Penalty: 5417.854004
	Iteration 66Q: 3 clusters Score -7404116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53026 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -7404119.000000 Penalty: 5417.854004
	Iteration 67Q: 3 clusters Score -7404119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53038 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -7404114.000000 Penalty: 5417.854004
	Iteration 68Q: 3 clusters Score -7404114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53053 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -7404117.000000 Penalty: 5417.854004
	Iteration 69Q: 3 clusters Score -7404117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -7404120.000000 Penalty: 5417.854004
	Iteration 70Q: 3 clusters Score -7404120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53077 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -7404118.500000 Penalty: 5417.854004
	Iteration 71Q: 3 clusters Score -7404118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53085 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -7404110.500000 Penalty: 5417.854004
	Iteration 72Q: 3 clusters Score -7404110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53092 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -7404125.000000 Penalty: 5417.854004
	Iteration 73Q: 3 clusters Score -7404125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -7404131.000000 Penalty: 5417.854004
	Iteration 74Q: 3 clusters Score -7404131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53104 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -7404131.500000 Penalty: 5417.854004
	Iteration 75Q: 3 clusters Score -7404132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -7404128.000000 Penalty: 5417.854004
	Iteration 76Q: 3 clusters Score -7404128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53121 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -7404131.000000 Penalty: 5417.854004
	Iteration 77Q: 3 clusters Score -7404131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -7404138.500000 Penalty: 5417.854004
	Iteration 78Q: 3 clusters Score -7404138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53140 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -7404142.500000 Penalty: 5417.854004
	Iteration 79Q: 3 clusters Score -7404142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53148 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -7404147.000000 Penalty: 5417.854004
	Iteration 80F: 3 clusters Score -7404147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53153 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -7404139.500000 Penalty: 5417.854004
	Iteration 81Q: 3 clusters Score -7404140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53159 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -7404146.500000 Penalty: 5417.854004
	Iteration 82Q: 3 clusters Score -7404146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53164 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -7404150.000000 Penalty: 5417.854004
	Iteration 83Q: 3 clusters Score -7404150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -7404149.000000 Penalty: 5417.854004
	Iteration 84Q: 3 clusters Score -7404149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53167 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -7404147.000000 Penalty: 5417.854004
	Iteration 85Q: 3 clusters Score -7404147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53170 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7404142.500000 Penalty: 5417.854004
	Iteration 86Q: 3 clusters Score -7404142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -7404136.000000 Penalty: 5417.854004
	Iteration 87Q: 3 clusters Score -7404136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -7404137.500000 Penalty: 5417.854004
	Iteration 88Q: 3 clusters Score -7404138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -7404131.000000 Penalty: 5417.854004
	Iteration 89Q: 3 clusters Score -7404131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -7404135.000000 Penalty: 5417.854004
	Iteration 90Q: 3 clusters Score -7404135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -7404140.500000 Penalty: 5417.854004
	Iteration 91Q: 3 clusters Score -7404140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -7404140.500000 Penalty: 5417.854004
	Iteration 92F: 3 clusters Score -7404140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -91096.421875 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -91096.42 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 358 members 
Entering Unmasked Estep 
Score: -89394.031250 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -89394.03 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -89595.421875 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -89595.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -89655.390625 Penalty: 3252.866211
	Iteration 2Q: 3 clusters Score -89655.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -89684.851562 Penalty: 3252.866211
	Iteration 3Q: 3 clusters Score -89684.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -89701.679688 Penalty: 3252.866211
	Iteration 4Q: 3 clusters Score -89701.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -89705.898438 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -89705.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -89710.851562 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -89710.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -89712.601562 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -89712.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -89714.210938 Penalty: 3252.866211
	Iteration 8Q: 3 clusters Score -89714.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -89714.210938 Penalty: 3252.866211
	Iteration 9F: 3 clusters Score -89714.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (100720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100720 members 
Entering Unmasked Estep 
Score: -13039823.000000 Penalty: 2856.984619
	Iteration 0F: 2 clusters Score -1.303982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -12972317.000000 Penalty: 5713.969238
	Iteration 0F: 3 clusters Score -1.297232e+07 nChanged 47773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -12999174.000000 Penalty: 5713.969238
	Iteration 1F: 3 clusters Score -1.299917e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -13000288.000000 Penalty: 5713.969238
	Iteration 2Q: 3 clusters Score -1.300029e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 56517 members 
Entering Unmasked Estep 
Score: -13001921.000000 Penalty: 5713.969238
	Iteration 3Q: 3 clusters Score -1.300192e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 60518 members 
Entering Unmasked Estep 
Score: -13004558.000000 Penalty: 5713.969238
	Iteration 4F: 3 clusters Score -1.300456e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 66036 members 
Entering Unmasked Estep 
Score: -13009099.000000 Penalty: 5713.969238
	Iteration 5F: 3 clusters Score -1.30091e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 72376 members 
Entering Unmasked Estep 
Score: -13015266.000000 Penalty: 5713.969238
	Iteration 6F: 3 clusters Score -1.301527e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 78661 members 
Entering Unmasked Estep 
Score: -13021449.000000 Penalty: 5713.969238
	Iteration 7F: 3 clusters Score -1.302145e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 84195 members 
Entering Unmasked Estep 
Score: -13026526.000000 Penalty: 5713.969238
	Iteration 8F: 3 clusters Score -1.302653e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 88695 members 
Entering Unmasked Estep 
Score: -13030212.000000 Penalty: 5713.969238
	Iteration 9Q: 3 clusters Score -1.303021e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 92298 members 
Entering Unmasked Estep 
Score: -13032997.000000 Penalty: 5713.969238
	Iteration 10Q: 3 clusters Score -1.3033e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 95007 members 
Entering Unmasked Estep 
Score: -13034949.000000 Penalty: 5713.969238
	Iteration 11Q: 3 clusters Score -1.303495e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 96873 members 
Entering Unmasked Estep 
Score: -13036175.000000 Penalty: 5713.969238
	Iteration 12Q: 3 clusters Score -1.303618e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 98031 members 
Entering Unmasked Estep 
Score: -13036866.000000 Penalty: 5713.969238
	Iteration 13Q: 3 clusters Score -1.303687e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 98756 members 
Entering Unmasked Estep 
Score: -13037275.000000 Penalty: 5713.969238
	Iteration 14Q: 3 clusters Score -1.303728e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 99176 members 
Entering Unmasked Estep 
Score: -13037506.000000 Penalty: 5713.969238
	Iteration 15Q: 3 clusters Score -1.303751e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 99423 members 
Entering Unmasked Estep 
Score: -13037631.000000 Penalty: 5713.969238
	Iteration 16Q: 3 clusters Score -1.303763e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 99570 members 
Entering Unmasked Estep 
Score: -13037696.000000 Penalty: 5713.969238
	Iteration 17Q: 3 clusters Score -1.30377e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 99659 members 
Entering Unmasked Estep 
Score: -13037736.000000 Penalty: 5713.969238
	Iteration 18Q: 3 clusters Score -1.303774e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 99719 members 
Entering Unmasked Estep 
Score: -13037753.000000 Penalty: 5713.969238
	Iteration 19Q: 3 clusters Score -1.303775e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 99756 members 
Entering Unmasked Estep 
Score: -13037765.000000 Penalty: 5713.969238
	Iteration 20F: 3 clusters Score -1.303776e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 99777 members 
Entering Unmasked Estep 
Score: -13037779.000000 Penalty: 5713.969238
	Iteration 21Q: 3 clusters Score -1.303778e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 99790 members 
Entering Unmasked Estep 
Score: -13037800.000000 Penalty: 5713.969238
	Iteration 22Q: 3 clusters Score -1.30378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 99807 members 
Entering Unmasked Estep 
Score: -13037804.000000 Penalty: 5713.969238
	Iteration 23Q: 3 clusters Score -1.30378e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 99823 members 
Entering Unmasked Estep 
Score: -13037818.000000 Penalty: 5713.969238
	Iteration 24Q: 3 clusters Score -1.303782e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 99835 members 
Entering Unmasked Estep 
Score: -13037816.000000 Penalty: 5713.969238
	Iteration 25Q: 3 clusters Score -1.303782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 99846 members 
Entering Unmasked Estep 
Score: -13037830.000000 Penalty: 5713.969238
	Iteration 26Q: 3 clusters Score -1.303783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 99853 members 
Entering Unmasked Estep 
Score: -13037829.000000 Penalty: 5713.969238
	Iteration 27Q: 3 clusters Score -1.303783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 99859 members 
Entering Unmasked Estep 
Score: -13037816.000000 Penalty: 5713.969238
	Iteration 28Q: 3 clusters Score -1.303782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 99859 members 
Entering Unmasked Estep 
Score: -13037830.000000 Penalty: 5713.969238
	Iteration 29Q: 3 clusters Score -1.303783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 99860 members 
Entering Unmasked Estep 
Score: -13037827.000000 Penalty: 5713.969238
	Iteration 30Q: 3 clusters Score -1.303783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 99861 members 
Entering Unmasked Estep 
Score: -13037829.000000 Penalty: 5713.969238
	Iteration 31Q: 3 clusters Score -1.303783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 99860 members 
Entering Unmasked Estep 
Score: -13037845.000000 Penalty: 5713.969238
	Iteration 32Q: 3 clusters Score -1.303784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 99860 members 
Entering Unmasked Estep 
Score: -13037844.000000 Penalty: 5713.969238
	Iteration 33Q: 3 clusters Score -1.303784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 99860 members 
Entering Unmasked Estep 
Score: -13037844.000000 Penalty: 5713.969238
	Iteration 34F: 3 clusters Score -1.303784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Entering Unmasked Estep 
Score: -1131741.375000 Penalty: 2255.319824
	Iteration 0F: 2 clusters Score -1131741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1124780.250000 Penalty: 4510.639648
	Iteration 0F: 3 clusters Score -1124780 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1126784.625000 Penalty: 4510.639648
	Iteration 1F: 3 clusters Score -1126785 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1127260.875000 Penalty: 4510.639648
	Iteration 2F: 3 clusters Score -1127261 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1127751.125000 Penalty: 4510.639648
	Iteration 3F: 3 clusters Score -1127751 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1128268.625000 Penalty: 4510.639648
	Iteration 4F: 3 clusters Score -1128269 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1128813.125000 Penalty: 4510.639648
	Iteration 5F: 3 clusters Score -1128813 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1129268.750000 Penalty: 4510.639648
	Iteration 6F: 3 clusters Score -1129269 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1129582.125000 Penalty: 4510.639648
	Iteration 7F: 3 clusters Score -1129582 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1129787.125000 Penalty: 4510.639648
	Iteration 8Q: 3 clusters Score -1129787 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1129929.500000 Penalty: 4510.639648
	Iteration 9Q: 3 clusters Score -1129930 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1130025.375000 Penalty: 4510.639648
	Iteration 10Q: 3 clusters Score -1130025 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1130100.125000 Penalty: 4510.639648
	Iteration 11Q: 3 clusters Score -1130100 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1130159.250000 Penalty: 4510.639648
	Iteration 12Q: 3 clusters Score -1130159 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1130199.875000 Penalty: 4510.639648
	Iteration 13Q: 3 clusters Score -1130200 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1130239.250000 Penalty: 4510.639648
	Iteration 14Q: 3 clusters Score -1130239 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1130273.125000 Penalty: 4510.639648
	Iteration 15Q: 3 clusters Score -1130273 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1130303.000000 Penalty: 4510.639648
	Iteration 16Q: 3 clusters Score -1130303 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1130325.250000 Penalty: 4510.639648
	Iteration 17Q: 3 clusters Score -1130325 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1130341.750000 Penalty: 4510.639648
	Iteration 18Q: 3 clusters Score -1130342 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1130357.875000 Penalty: 4510.639648
	Iteration 19Q: 3 clusters Score -1130358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1130373.875000 Penalty: 4510.639648
	Iteration 20F: 3 clusters Score -1130374 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1130386.875000 Penalty: 4510.639648
	Iteration 21Q: 3 clusters Score -1130387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1130398.750000 Penalty: 4510.639648
	Iteration 22Q: 3 clusters Score -1130399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1130405.500000 Penalty: 4510.639648
	Iteration 23Q: 3 clusters Score -1130406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1130417.875000 Penalty: 4510.639648
	Iteration 24Q: 3 clusters Score -1130418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1130424.375000 Penalty: 4510.639648
	Iteration 25Q: 3 clusters Score -1130424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1130432.500000 Penalty: 4510.639648
	Iteration 26Q: 3 clusters Score -1130432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1130439.125000 Penalty: 4510.639648
	Iteration 27Q: 3 clusters Score -1130439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1130447.875000 Penalty: 4510.639648
	Iteration 28Q: 3 clusters Score -1130448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1130451.625000 Penalty: 4510.639648
	Iteration 29Q: 3 clusters Score -1130452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1130459.000000 Penalty: 4510.639648
	Iteration 30Q: 3 clusters Score -1130459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1130456.875000 Penalty: 4510.639648
	Iteration 31Q: 3 clusters Score -1130457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1130464.625000 Penalty: 4510.639648
	Iteration 32Q: 3 clusters Score -1130465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1130469.125000 Penalty: 4510.639648
	Iteration 33Q: 3 clusters Score -1130469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1130474.125000 Penalty: 4510.639648
	Iteration 34Q: 3 clusters Score -1130474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1130480.375000 Penalty: 4510.639648
	Iteration 35Q: 3 clusters Score -1130480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1130482.500000 Penalty: 4510.639648
	Iteration 36Q: 3 clusters Score -1130482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1130485.625000 Penalty: 4510.639648
	Iteration 37Q: 3 clusters Score -1130486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1130487.375000 Penalty: 4510.639648
	Iteration 38Q: 3 clusters Score -1130487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1130490.125000 Penalty: 4510.639648
	Iteration 39Q: 3 clusters Score -1130490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1130494.875000 Penalty: 4510.639648
	Iteration 40F: 3 clusters Score -1130495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1130496.000000 Penalty: 4510.639648
	Iteration 41Q: 3 clusters Score -1130496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1130498.625000 Penalty: 4510.639648
	Iteration 42Q: 3 clusters Score -1130499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1130498.375000 Penalty: 4510.639648
	Iteration 43Q: 3 clusters Score -1130498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1130501.500000 Penalty: 4510.639648
	Iteration 44Q: 3 clusters Score -1130502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1130505.125000 Penalty: 4510.639648
	Iteration 45Q: 3 clusters Score -1130505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1130507.500000 Penalty: 4510.639648
	Iteration 46Q: 3 clusters Score -1130508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1130507.875000 Penalty: 4510.639648
	Iteration 47Q: 3 clusters Score -1130508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1130508.375000 Penalty: 4510.639648
	Iteration 48Q: 3 clusters Score -1130508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1130508.750000 Penalty: 4510.639648
	Iteration 49Q: 3 clusters Score -1130509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1130509.875000 Penalty: 4510.639648
	Iteration 50Q: 3 clusters Score -1130510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1130510.625000 Penalty: 4510.639648
	Iteration 51Q: 3 clusters Score -1130511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1130515.250000 Penalty: 4510.639648
	Iteration 52Q: 3 clusters Score -1130515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1130517.000000 Penalty: 4510.639648
	Iteration 53Q: 3 clusters Score -1130517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1130519.500000 Penalty: 4510.639648
	Iteration 54Q: 3 clusters Score -1130520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1130519.875000 Penalty: 4510.639648
	Iteration 55Q: 3 clusters Score -1130520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1130522.125000 Penalty: 4510.639648
	Iteration 56Q: 3 clusters Score -1130522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1130522.375000 Penalty: 4510.639648
	Iteration 57Q: 3 clusters Score -1130522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1130525.375000 Penalty: 4510.639648
	Iteration 58Q: 3 clusters Score -1130525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1130529.500000 Penalty: 4510.639648
	Iteration 59Q: 3 clusters Score -1130530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1130527.625000 Penalty: 4510.639648
	Iteration 60F: 3 clusters Score -1130528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1130530.500000 Penalty: 4510.639648
	Iteration 61Q: 3 clusters Score -1130530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1130531.250000 Penalty: 4510.639648
	Iteration 62Q: 3 clusters Score -1130531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1130531.875000 Penalty: 4510.639648
	Iteration 63Q: 3 clusters Score -1130532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1130532.750000 Penalty: 4510.639648
	Iteration 64Q: 3 clusters Score -1130533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1130531.250000 Penalty: 4510.639648
	Iteration 65Q: 3 clusters Score -1130531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1130532.125000 Penalty: 4510.639648
	Iteration 66Q: 3 clusters Score -1130532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1130533.375000 Penalty: 4510.639648
	Iteration 67Q: 3 clusters Score -1130533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1130535.875000 Penalty: 4510.639648
	Iteration 68Q: 3 clusters Score -1130536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1130535.500000 Penalty: 4510.639648
	Iteration 69Q: 3 clusters Score -1130536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1130536.625000 Penalty: 4510.639648
	Iteration 70Q: 3 clusters Score -1130537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1130537.125000 Penalty: 4510.639648
	Iteration 71Q: 3 clusters Score -1130537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1130538.375000 Penalty: 4510.639648
	Iteration 72Q: 3 clusters Score -1130538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1130539.375000 Penalty: 4510.639648
	Iteration 73Q: 3 clusters Score -1130539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1130538.750000 Penalty: 4510.639648
	Iteration 74Q: 3 clusters Score -1130539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1130538.750000 Penalty: 4510.639648
	Iteration 75F: 3 clusters Score -1130539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -32427.947266 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -32427.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31249.023438 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -31249.02 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31598.191406 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -31598.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -32078.527344 Penalty: 2873.334717
	Iteration 2F: 3 clusters Score -32078.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -32426.906250 Penalty: 2873.334717
	Iteration 3F: 3 clusters Score -32426.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -32634.263672 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -32634.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32736.408203 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -32736.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32771.179688 Penalty: 2873.334717
	Iteration 6Q: 3 clusters Score -32771.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32780.628906 Penalty: 2873.334717
	Iteration 7Q: 3 clusters Score -32780.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -32789.875000 Penalty: 2873.334717
	Iteration 8Q: 3 clusters Score -32789.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -32796.210938 Penalty: 2873.334717
	Iteration 9Q: 3 clusters Score -32796.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -32798.800781 Penalty: 2873.334717
	Iteration 10Q: 3 clusters Score -32798.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32800.695312 Penalty: 2873.334717
	Iteration 11Q: 3 clusters Score -32800.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -32800.695312 Penalty: 2873.334717
	Iteration 12F: 3 clusters Score -32800.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62242 members 
Mstep: Class 3 contains 189353 members 
Mstep: Class 4 contains 55442 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100720 members 
Mstep: Class 7 contains 8902 members 
Mstep: Class 8 contains 191 members 
Mstep: Class 9 contains 111578 members 
Mstep: Class 10 contains 178035 members 
Mstep: Class 11 contains 5991 members 
Mstep: Class 12 contains 11952 members 
Mstep: Class 13 contains 169363 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51700 members 
Mstep: Class 17 contains 74651 members 
Mstep: Class 18 contains 172932 members 
Mstep: Class 19 contains 177863 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2635 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 137 members 
Entering Unmasked Estep 
Score: -180413216.000000 Penalty: 87655.367188
Splitting cluster 8 changes total score from -180414864.000000 to -180413216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (111578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111578 members 
Entering Unmasked Estep 
Score: -14997484.000000 Penalty: 2882.375000
	Iteration 0F: 2 clusters Score -1.499748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55816 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -14923145.000000 Penalty: 5764.750000
	Iteration 0F: 3 clusters Score -1.492314e+07 nChanged 52822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56306 members 
Mstep: Class 2 contains 55272 members 
Entering Unmasked Estep 
Score: -14953277.000000 Penalty: 5764.750000
	Iteration 1F: 3 clusters Score -1.495328e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56513 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -14954132.000000 Penalty: 5764.750000
	Iteration 2Q: 3 clusters Score -1.495413e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 54775 members 
Entering Unmasked Estep 
Score: -14954847.000000 Penalty: 5764.750000
	Iteration 3Q: 3 clusters Score -1.495485e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -14955693.000000 Penalty: 5764.750000
	Iteration 4Q: 3 clusters Score -1.495569e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57512 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -14956599.000000 Penalty: 5764.750000
	Iteration 5Q: 3 clusters Score -1.49566e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58036 members 
Mstep: Class 2 contains 53542 members 
Entering Unmasked Estep 
Score: -14957921.000000 Penalty: 5764.750000
	Iteration 6Q: 3 clusters Score -1.495792e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -14959710.000000 Penalty: 5764.750000
	Iteration 7Q: 3 clusters Score -1.495971e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -14962191.000000 Penalty: 5764.750000
	Iteration 8Q: 3 clusters Score -1.496219e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 51508 members 
Entering Unmasked Estep 
Score: -14965359.000000 Penalty: 5764.750000
	Iteration 9F: 3 clusters Score -1.496536e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60775 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -14969261.000000 Penalty: 5764.750000
	Iteration 10F: 3 clusters Score -1.496926e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61505 members 
Mstep: Class 2 contains 50073 members 
Entering Unmasked Estep 
Score: -14973055.000000 Penalty: 5764.750000
	Iteration 11F: 3 clusters Score -1.497306e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62028 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -14976528.000000 Penalty: 5764.750000
	Iteration 12F: 3 clusters Score -1.497653e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62288 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -14979267.000000 Penalty: 5764.750000
	Iteration 13Q: 3 clusters Score -1.497927e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62238 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -14981177.000000 Penalty: 5764.750000
	Iteration 14Q: 3 clusters Score -1.498118e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62029 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -14982251.000000 Penalty: 5764.750000
	Iteration 15Q: 3 clusters Score -1.498225e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -14982850.000000 Penalty: 5764.750000
	Iteration 16Q: 3 clusters Score -1.498285e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61678 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -14983112.000000 Penalty: 5764.750000
	Iteration 17Q: 3 clusters Score -1.498311e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -14983410.000000 Penalty: 5764.750000
	Iteration 18Q: 3 clusters Score -1.498341e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -14983615.000000 Penalty: 5764.750000
	Iteration 19Q: 3 clusters Score -1.498362e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60949 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -14983749.000000 Penalty: 5764.750000
	Iteration 20F: 3 clusters Score -1.498375e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60591 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -14983917.000000 Penalty: 5764.750000
	Iteration 21Q: 3 clusters Score -1.498392e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60212 members 
Mstep: Class 2 contains 51366 members 
Entering Unmasked Estep 
Score: -14984111.000000 Penalty: 5764.750000
	Iteration 22Q: 3 clusters Score -1.498411e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -14984477.000000 Penalty: 5764.750000
	Iteration 23Q: 3 clusters Score -1.498448e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59327 members 
Mstep: Class 2 contains 52251 members 
Entering Unmasked Estep 
Score: -14984641.000000 Penalty: 5764.750000
	Iteration 24Q: 3 clusters Score -1.498464e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 52760 members 
Entering Unmasked Estep 
Score: -14984742.000000 Penalty: 5764.750000
	Iteration 25Q: 3 clusters Score -1.498474e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -14984941.000000 Penalty: 5764.750000
	Iteration 26Q: 3 clusters Score -1.498494e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57640 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
Score: -14985170.000000 Penalty: 5764.750000
	Iteration 27Q: 3 clusters Score -1.498517e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 54562 members 
Entering Unmasked Estep 
Score: -14985360.000000 Penalty: 5764.750000
	Iteration 28Q: 3 clusters Score -1.498536e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56367 members 
Mstep: Class 2 contains 55211 members 
Entering Unmasked Estep 
Score: -14985496.000000 Penalty: 5764.750000
	Iteration 29Q: 3 clusters Score -1.49855e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55704 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -14985650.000000 Penalty: 5764.750000
	Iteration 30Q: 3 clusters Score -1.498565e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 56512 members 
Entering Unmasked Estep 
Score: -14985836.000000 Penalty: 5764.750000
	Iteration 31Q: 3 clusters Score -1.498584e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -14985951.000000 Penalty: 5764.750000
	Iteration 32Q: 3 clusters Score -1.498595e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 57919 members 
Entering Unmasked Estep 
Score: -14986097.000000 Penalty: 5764.750000
	Iteration 33Q: 3 clusters Score -1.49861e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52946 members 
Mstep: Class 2 contains 58632 members 
Entering Unmasked Estep 
Score: -14986260.000000 Penalty: 5764.750000
	Iteration 34Q: 3 clusters Score -1.498626e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52220 members 
Mstep: Class 2 contains 59358 members 
Entering Unmasked Estep 
Score: -14986471.000000 Penalty: 5764.750000
	Iteration 35Q: 3 clusters Score -1.498647e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 60171 members 
Entering Unmasked Estep 
Score: -14986675.000000 Penalty: 5764.750000
	Iteration 36Q: 3 clusters Score -1.498668e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 61008 members 
Entering Unmasked Estep 
Score: -14986808.000000 Penalty: 5764.750000
	Iteration 37Q: 3 clusters Score -1.498681e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 61872 members 
Entering Unmasked Estep 
Score: -14986960.000000 Penalty: 5764.750000
	Iteration 38Q: 3 clusters Score -1.498696e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 62727 members 
Entering Unmasked Estep 
Score: -14987059.000000 Penalty: 5764.750000
	Iteration 39Q: 3 clusters Score -1.498706e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 63578 members 
Entering Unmasked Estep 
Score: -14987274.000000 Penalty: 5764.750000
	Iteration 40F: 3 clusters Score -1.498727e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 64493 members 
Entering Unmasked Estep 
Score: -14987351.000000 Penalty: 5764.750000
	Iteration 41Q: 3 clusters Score -1.498735e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -14987449.000000 Penalty: 5764.750000
	Iteration 42Q: 3 clusters Score -1.498745e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 66172 members 
Entering Unmasked Estep 
Score: -14987636.000000 Penalty: 5764.750000
	Iteration 43Q: 3 clusters Score -1.498764e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 67080 members 
Entering Unmasked Estep 
Score: -14987771.000000 Penalty: 5764.750000
	Iteration 44Q: 3 clusters Score -1.498777e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 67983 members 
Entering Unmasked Estep 
Score: -14987900.000000 Penalty: 5764.750000
	Iteration 45Q: 3 clusters Score -1.49879e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 68916 members 
Entering Unmasked Estep 
Score: -14988019.000000 Penalty: 5764.750000
	Iteration 46Q: 3 clusters Score -1.498802e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 69884 members 
Entering Unmasked Estep 
Score: -14988160.000000 Penalty: 5764.750000
	Iteration 47Q: 3 clusters Score -1.498816e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 70865 members 
Entering Unmasked Estep 
Score: -14988333.000000 Penalty: 5764.750000
	Iteration 48Q: 3 clusters Score -1.498833e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 71927 members 
Entering Unmasked Estep 
Score: -14988504.000000 Penalty: 5764.750000
	Iteration 49Q: 3 clusters Score -1.49885e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 73030 members 
Entering Unmasked Estep 
Score: -14988708.000000 Penalty: 5764.750000
	Iteration 50Q: 3 clusters Score -1.498871e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 74150 members 
Entering Unmasked Estep 
Score: -14988883.000000 Penalty: 5764.750000
	Iteration 51Q: 3 clusters Score -1.498888e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 75288 members 
Entering Unmasked Estep 
Score: -14989134.000000 Penalty: 5764.750000
	Iteration 52Q: 3 clusters Score -1.498913e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 76436 members 
Entering Unmasked Estep 
Score: -14989281.000000 Penalty: 5764.750000
	Iteration 53Q: 3 clusters Score -1.498928e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 77574 members 
Entering Unmasked Estep 
Score: -14989428.000000 Penalty: 5764.750000
	Iteration 54Q: 3 clusters Score -1.498943e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 78781 members 
Entering Unmasked Estep 
Score: -14989672.000000 Penalty: 5764.750000
	Iteration 55Q: 3 clusters Score -1.498967e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 80023 members 
Entering Unmasked Estep 
Score: -14989869.000000 Penalty: 5764.750000
	Iteration 56Q: 3 clusters Score -1.498987e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 81258 members 
Entering Unmasked Estep 
Score: -14990061.000000 Penalty: 5764.750000
	Iteration 57Q: 3 clusters Score -1.499006e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 82533 members 
Entering Unmasked Estep 
Score: -14990326.000000 Penalty: 5764.750000
	Iteration 58Q: 3 clusters Score -1.499033e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 83833 members 
Entering Unmasked Estep 
Score: -14990575.000000 Penalty: 5764.750000
	Iteration 59Q: 3 clusters Score -1.499058e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 85184 members 
Entering Unmasked Estep 
Score: -14990868.000000 Penalty: 5764.750000
	Iteration 60F: 3 clusters Score -1.499087e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 86552 members 
Entering Unmasked Estep 
Score: -14991088.000000 Penalty: 5764.750000
	Iteration 61Q: 3 clusters Score -1.499109e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 87896 members 
Entering Unmasked Estep 
Score: -14991383.000000 Penalty: 5764.750000
	Iteration 62Q: 3 clusters Score -1.499138e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 89239 members 
Entering Unmasked Estep 
Score: -14991659.000000 Penalty: 5764.750000
	Iteration 63Q: 3 clusters Score -1.499166e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 90515 members 
Entering Unmasked Estep 
Score: -14991927.000000 Penalty: 5764.750000
	Iteration 64Q: 3 clusters Score -1.499193e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 91757 members 
Entering Unmasked Estep 
Score: -14992149.000000 Penalty: 5764.750000
	Iteration 65Q: 3 clusters Score -1.499215e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 92925 members 
Entering Unmasked Estep 
Score: -14992393.000000 Penalty: 5764.750000
	Iteration 66Q: 3 clusters Score -1.499239e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 94091 members 
Entering Unmasked Estep 
Score: -14992621.000000 Penalty: 5764.750000
	Iteration 67Q: 3 clusters Score -1.499262e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 95203 members 
Entering Unmasked Estep 
Score: -14992882.000000 Penalty: 5764.750000
	Iteration 68Q: 3 clusters Score -1.499288e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 96303 members 
Entering Unmasked Estep 
Score: -14993156.000000 Penalty: 5764.750000
	Iteration 69Q: 3 clusters Score -1.499316e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 97374 members 
Entering Unmasked Estep 
Score: -14993403.000000 Penalty: 5764.750000
	Iteration 70Q: 3 clusters Score -1.49934e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 98442 members 
Entering Unmasked Estep 
Score: -14993688.000000 Penalty: 5764.750000
	Iteration 71Q: 3 clusters Score -1.499369e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 99460 members 
Entering Unmasked Estep 
Score: -14993925.000000 Penalty: 5764.750000
	Iteration 72Q: 3 clusters Score -1.499392e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 100460 members 
Entering Unmasked Estep 
Score: -14994225.000000 Penalty: 5764.750000
	Iteration 73Q: 3 clusters Score -1.499422e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 101396 members 
Entering Unmasked Estep 
Score: -14994451.000000 Penalty: 5764.750000
	Iteration 74Q: 3 clusters Score -1.499445e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 102257 members 
Entering Unmasked Estep 
Score: -14994682.000000 Penalty: 5764.750000
	Iteration 75Q: 3 clusters Score -1.499468e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 103086 members 
Entering Unmasked Estep 
Score: -14994837.000000 Penalty: 5764.750000
	Iteration 76Q: 3 clusters Score -1.499484e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 103813 members 
Entering Unmasked Estep 
Score: -14995005.000000 Penalty: 5764.750000
	Iteration 77Q: 3 clusters Score -1.4995e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 104453 members 
Entering Unmasked Estep 
Score: -14995164.000000 Penalty: 5764.750000
	Iteration 78Q: 3 clusters Score -1.499516e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 105011 members 
Entering Unmasked Estep 
Score: -14995274.000000 Penalty: 5764.750000
	Iteration 79Q: 3 clusters Score -1.499527e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 105501 members 
Entering Unmasked Estep 
Score: -14995384.000000 Penalty: 5764.750000
	Iteration 80F: 3 clusters Score -1.499538e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 105914 members 
Entering Unmasked Estep 
Score: -14995449.000000 Penalty: 5764.750000
	Iteration 81Q: 3 clusters Score -1.499545e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 106306 members 
Entering Unmasked Estep 
Score: -14995493.000000 Penalty: 5764.750000
	Iteration 82Q: 3 clusters Score -1.499549e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 106687 members 
Entering Unmasked Estep 
Score: -14995578.000000 Penalty: 5764.750000
	Iteration 83Q: 3 clusters Score -1.499558e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 106990 members 
Entering Unmasked Estep 
Score: -14995620.000000 Penalty: 5764.750000
	Iteration 84Q: 3 clusters Score -1.499562e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 107269 members 
Entering Unmasked Estep 
Score: -14995663.000000 Penalty: 5764.750000
	Iteration 85Q: 3 clusters Score -1.499566e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 107502 members 
Entering Unmasked Estep 
Score: -14995710.000000 Penalty: 5764.750000
	Iteration 86Q: 3 clusters Score -1.499571e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 107694 members 
Entering Unmasked Estep 
Score: -14995736.000000 Penalty: 5764.750000
	Iteration 87Q: 3 clusters Score -1.499574e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 107872 members 
Entering Unmasked Estep 
Score: -14995795.000000 Penalty: 5764.750000
	Iteration 88Q: 3 clusters Score -1.49958e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 108038 members 
Entering Unmasked Estep 
Score: -14995857.000000 Penalty: 5764.750000
	Iteration 89Q: 3 clusters Score -1.499586e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 108202 members 
Entering Unmasked Estep 
Score: -14995863.000000 Penalty: 5764.750000
	Iteration 90Q: 3 clusters Score -1.499586e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 108371 members 
Entering Unmasked Estep 
Score: -14995878.000000 Penalty: 5764.750000
	Iteration 91Q: 3 clusters Score -1.499588e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 108519 members 
Entering Unmasked Estep 
Score: -14995878.000000 Penalty: 5764.750000
	Iteration 92Q: 3 clusters Score -1.499588e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 108658 members 
Entering Unmasked Estep 
Score: -14995930.000000 Penalty: 5764.750000
	Iteration 93Q: 3 clusters Score -1.499593e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 108775 members 
Entering Unmasked Estep 
Score: -14995973.000000 Penalty: 5764.750000
	Iteration 94Q: 3 clusters Score -1.499597e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 108879 members 
Entering Unmasked Estep 
Score: -14995968.000000 Penalty: 5764.750000
	Iteration 95Q: 3 clusters Score -1.499597e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 108979 members 
Entering Unmasked Estep 
Score: -14995951.000000 Penalty: 5764.750000
	Iteration 96Q: 3 clusters Score -1.499595e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 109076 members 
Entering Unmasked Estep 
Score: -14995955.000000 Penalty: 5764.750000
	Iteration 97Q: 3 clusters Score -1.499596e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 109157 members 
Entering Unmasked Estep 
Score: -14995985.000000 Penalty: 5764.750000
	Iteration 98Q: 3 clusters Score -1.499598e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 109211 members 
Entering Unmasked Estep 
Score: -14996005.000000 Penalty: 5764.750000
	Iteration 99Q: 3 clusters Score -1.4996e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 109260 members 
Entering Unmasked Estep 
Score: -14996005.000000 Penalty: 5764.750000
	Iteration 100F: 3 clusters Score -1.4996e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 109307 members 
Entering Unmasked Estep 
Score: -14996006.000000 Penalty: 5764.750000
	Iteration 101Q: 3 clusters Score -1.499601e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 109337 members 
Entering Unmasked Estep 
Score: -14996034.000000 Penalty: 5764.750000
	Iteration 102Q: 3 clusters Score -1.499603e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 109366 members 
Entering Unmasked Estep 
Score: -14996068.000000 Penalty: 5764.750000
	Iteration 103Q: 3 clusters Score -1.499607e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 109403 members 
Entering Unmasked Estep 
Score: -14996115.000000 Penalty: 5764.750000
	Iteration 104Q: 3 clusters Score -1.499612e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 109446 members 
Entering Unmasked Estep 
Score: -14996202.000000 Penalty: 5764.750000
	Iteration 105Q: 3 clusters Score -1.49962e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 109501 members 
Entering Unmasked Estep 
Score: -14996262.000000 Penalty: 5764.750000
	Iteration 106Q: 3 clusters Score -1.499626e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 109573 members 
Entering Unmasked Estep 
Score: -14996264.000000 Penalty: 5764.750000
	Iteration 107Q: 3 clusters Score -1.499626e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 109620 members 
Entering Unmasked Estep 
Score: -14996281.000000 Penalty: 5764.750000
	Iteration 108Q: 3 clusters Score -1.499628e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 109662 members 
Entering Unmasked Estep 
Score: -14996285.000000 Penalty: 5764.750000
	Iteration 109Q: 3 clusters Score -1.499628e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 109689 members 
Entering Unmasked Estep 
Score: -14996287.000000 Penalty: 5764.750000
	Iteration 110Q: 3 clusters Score -1.499629e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 109713 members 
Entering Unmasked Estep 
Score: -14996286.000000 Penalty: 5764.750000
	Iteration 111Q: 3 clusters Score -1.499629e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 109735 members 
Entering Unmasked Estep 
Score: -14996307.000000 Penalty: 5764.750000
	Iteration 112Q: 3 clusters Score -1.499631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 109752 members 
Entering Unmasked Estep 
Score: -14996309.000000 Penalty: 5764.750000
	Iteration 113Q: 3 clusters Score -1.499631e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 109768 members 
Entering Unmasked Estep 
Score: -14996312.000000 Penalty: 5764.750000
	Iteration 114Q: 3 clusters Score -1.499631e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 109782 members 
Entering Unmasked Estep 
Score: -14996304.000000 Penalty: 5764.750000
	Iteration 115Q: 3 clusters Score -1.49963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 109787 members 
Entering Unmasked Estep 
Score: -14996310.000000 Penalty: 5764.750000
	Iteration 116Q: 3 clusters Score -1.499631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 109797 members 
Entering Unmasked Estep 
Score: -14996314.000000 Penalty: 5764.750000
	Iteration 117Q: 3 clusters Score -1.499631e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 109809 members 
Entering Unmasked Estep 
Score: -14996332.000000 Penalty: 5764.750000
	Iteration 118Q: 3 clusters Score -1.499633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 109818 members 
Entering Unmasked Estep 
Score: -14996322.000000 Penalty: 5764.750000
	Iteration 119Q: 3 clusters Score -1.499632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 109823 members 
Entering Unmasked Estep 
Score: -14996394.000000 Penalty: 5764.750000
	Iteration 120F: 3 clusters Score -1.499639e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 109799 members 
Entering Unmasked Estep 
Score: -14996444.000000 Penalty: 5764.750000
	Iteration 121Q: 3 clusters Score -1.499644e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 109809 members 
Entering Unmasked Estep 
Score: -14996485.000000 Penalty: 5764.750000
	Iteration 122Q: 3 clusters Score -1.499648e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 109837 members 
Entering Unmasked Estep 
Score: -14996497.000000 Penalty: 5764.750000
	Iteration 123Q: 3 clusters Score -1.49965e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 109863 members 
Entering Unmasked Estep 
Score: -14996513.000000 Penalty: 5764.750000
	Iteration 124Q: 3 clusters Score -1.499651e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 109885 members 
Entering Unmasked Estep 
Score: -14996519.000000 Penalty: 5764.750000
	Iteration 125Q: 3 clusters Score -1.499652e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 109913 members 
Entering Unmasked Estep 
Score: -14996502.000000 Penalty: 5764.750000
	Iteration 126Q: 3 clusters Score -1.49965e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 109937 members 
Entering Unmasked Estep 
Score: -14996521.000000 Penalty: 5764.750000
	Iteration 127Q: 3 clusters Score -1.499652e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 109954 members 
Entering Unmasked Estep 
Score: -14996506.000000 Penalty: 5764.750000
	Iteration 128Q: 3 clusters Score -1.499651e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 109966 members 
Entering Unmasked Estep 
Score: -14996500.000000 Penalty: 5764.750000
	Iteration 129Q: 3 clusters Score -1.49965e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 109980 members 
Entering Unmasked Estep 
Score: -14996521.000000 Penalty: 5764.750000
	Iteration 130Q: 3 clusters Score -1.499652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 109999 members 
Entering Unmasked Estep 
Score: -14996521.000000 Penalty: 5764.750000
	Iteration 131Q: 3 clusters Score -1.499652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 110016 members 
Entering Unmasked Estep 
Score: -14996505.000000 Penalty: 5764.750000
	Iteration 132Q: 3 clusters Score -1.49965e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 110031 members 
Entering Unmasked Estep 
Score: -14996522.000000 Penalty: 5764.750000
	Iteration 133Q: 3 clusters Score -1.499652e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 110044 members 
Entering Unmasked Estep 
Score: -14996513.000000 Penalty: 5764.750000
	Iteration 134Q: 3 clusters Score -1.499651e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 110054 members 
Entering Unmasked Estep 
Score: -14996514.000000 Penalty: 5764.750000
	Iteration 135Q: 3 clusters Score -1.499651e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 110064 members 
Entering Unmasked Estep 
Score: -14996532.000000 Penalty: 5764.750000
	Iteration 136Q: 3 clusters Score -1.499653e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 110073 members 
Entering Unmasked Estep 
Score: -14996535.000000 Penalty: 5764.750000
	Iteration 137Q: 3 clusters Score -1.499654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 110082 members 
Entering Unmasked Estep 
Score: -14996541.000000 Penalty: 5764.750000
	Iteration 138Q: 3 clusters Score -1.499654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 110087 members 
Entering Unmasked Estep 
Score: -14996550.000000 Penalty: 5764.750000
	Iteration 139Q: 3 clusters Score -1.499655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 110093 members 
Entering Unmasked Estep 
Score: -14996533.000000 Penalty: 5764.750000
	Iteration 140F: 3 clusters Score -1.499653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 110095 members 
Entering Unmasked Estep 
Score: -14996542.000000 Penalty: 5764.750000
	Iteration 141Q: 3 clusters Score -1.499654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 110099 members 
Entering Unmasked Estep 
Score: -14996548.000000 Penalty: 5764.750000
	Iteration 142Q: 3 clusters Score -1.499655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 110101 members 
Entering Unmasked Estep 
Score: -14996541.000000 Penalty: 5764.750000
	Iteration 143Q: 3 clusters Score -1.499654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 110101 members 
Entering Unmasked Estep 
Score: -14996541.000000 Penalty: 5764.750000
	Iteration 144F: 3 clusters Score -1.499654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (178035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178035 members 
Entering Unmasked Estep 
Score: -23678112.000000 Penalty: 2998.254395
	Iteration 0F: 2 clusters Score -2.367811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88749 members 
Mstep: Class 2 contains 89286 members 
Entering Unmasked Estep 
Score: -23562740.000000 Penalty: 5996.508789
	Iteration 0F: 3 clusters Score -2.356274e+07 nChanged 85856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84501 members 
Mstep: Class 2 contains 93534 members 
Entering Unmasked Estep 
Score: -23612614.000000 Penalty: 5996.508789
	Iteration 1F: 3 clusters Score -2.361261e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81187 members 
Mstep: Class 2 contains 96848 members 
Entering Unmasked Estep 
Score: -23614068.000000 Penalty: 5996.508789
	Iteration 2Q: 3 clusters Score -2.361407e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75924 members 
Mstep: Class 2 contains 102111 members 
Entering Unmasked Estep 
Score: -23616594.000000 Penalty: 5996.508789
	Iteration 3Q: 3 clusters Score -2.361659e+07 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67991 members 
Mstep: Class 2 contains 110044 members 
Entering Unmasked Estep 
Score: -23620558.000000 Penalty: 5996.508789
	Iteration 4F: 3 clusters Score -2.362056e+07 nChanged 11825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56794 members 
Mstep: Class 2 contains 121241 members 
Entering Unmasked Estep 
Score: -23627946.000000 Penalty: 5996.508789
	Iteration 5F: 3 clusters Score -2.362795e+07 nChanged 14800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 135665 members 
Entering Unmasked Estep 
Score: -23639506.000000 Penalty: 5996.508789
	Iteration 6F: 3 clusters Score -2.363951e+07 nChanged 15673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 151134 members 
Entering Unmasked Estep 
Score: -23653900.000000 Penalty: 5996.508789
	Iteration 7F: 3 clusters Score -2.36539e+07 nChanged 13096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 164136 members 
Entering Unmasked Estep 
Score: -23666076.000000 Penalty: 5996.508789
	Iteration 8F: 3 clusters Score -2.366608e+07 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 172109 members 
Entering Unmasked Estep 
Score: -23672328.000000 Penalty: 5996.508789
	Iteration 9Q: 3 clusters Score -2.367233e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 175616 members 
Entering Unmasked Estep 
Score: -23674876.000000 Penalty: 5996.508789
	Iteration 10Q: 3 clusters Score -2.367488e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 176852 members 
Entering Unmasked Estep 
Score: -23675302.000000 Penalty: 5996.508789
	Iteration 11Q: 3 clusters Score -2.36753e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 177281 members 
Entering Unmasked Estep 
Score: -23675488.000000 Penalty: 5996.508789
	Iteration 12Q: 3 clusters Score -2.367549e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 177474 members 
Entering Unmasked Estep 
Score: -23675598.000000 Penalty: 5996.508789
	Iteration 13Q: 3 clusters Score -2.36756e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 177559 members 
Entering Unmasked Estep 
Score: -23675672.000000 Penalty: 5996.508789
	Iteration 14Q: 3 clusters Score -2.367567e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 177599 members 
Entering Unmasked Estep 
Score: -23675702.000000 Penalty: 5996.508789
	Iteration 15Q: 3 clusters Score -2.36757e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 177611 members 
Entering Unmasked Estep 
Score: -23675726.000000 Penalty: 5996.508789
	Iteration 16Q: 3 clusters Score -2.367573e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 177615 members 
Entering Unmasked Estep 
Score: -23675750.000000 Penalty: 5996.508789
	Iteration 17Q: 3 clusters Score -2.367575e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 177622 members 
Entering Unmasked Estep 
Score: -23675762.000000 Penalty: 5996.508789
	Iteration 18Q: 3 clusters Score -2.367576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 177623 members 
Entering Unmasked Estep 
Score: -23675764.000000 Penalty: 5996.508789
	Iteration 19Q: 3 clusters Score -2.367576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 177624 members 
Entering Unmasked Estep 
Score: -23675776.000000 Penalty: 5996.508789
	Iteration 20F: 3 clusters Score -2.367578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 177624 members 
Entering Unmasked Estep 
Score: -23675772.000000 Penalty: 5996.508789
	Iteration 21Q: 3 clusters Score -2.367577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 177624 members 
Entering Unmasked Estep 
Score: -23675772.000000 Penalty: 5996.508789
	Iteration 22Q: 3 clusters Score -2.367577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 177624 members 
Entering Unmasked Estep 
Score: -23675772.000000 Penalty: 5996.508789
	Iteration 23F: 3 clusters Score -2.367577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Entering Unmasked Estep 
Score: -796935.312500 Penalty: 2157.107422
	Iteration 0F: 2 clusters Score -796935.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -791818.375000 Penalty: 4314.214844
	Iteration 0F: 3 clusters Score -791818.4 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -793221.312500 Penalty: 4314.214844
	Iteration 1F: 3 clusters Score -793221.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -793571.625000 Penalty: 4314.214844
	Iteration 2F: 3 clusters Score -793571.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -793856.500000 Penalty: 4314.214844
	Iteration 3F: 3 clusters Score -793856.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -794104.687500 Penalty: 4314.214844
	Iteration 4F: 3 clusters Score -794104.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -794325.375000 Penalty: 4314.214844
	Iteration 5F: 3 clusters Score -794325.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -794520.812500 Penalty: 4314.214844
	Iteration 6Q: 3 clusters Score -794520.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -794684.437500 Penalty: 4314.214844
	Iteration 7Q: 3 clusters Score -794684.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -794836.125000 Penalty: 4314.214844
	Iteration 8Q: 3 clusters Score -794836.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -794972.000000 Penalty: 4314.214844
	Iteration 9Q: 3 clusters Score -794972 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -795089.937500 Penalty: 4314.214844
	Iteration 10Q: 3 clusters Score -795089.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -795178.000000 Penalty: 4314.214844
	Iteration 11Q: 3 clusters Score -795178 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -795242.187500 Penalty: 4314.214844
	Iteration 12Q: 3 clusters Score -795242.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -795290.312500 Penalty: 4314.214844
	Iteration 13Q: 3 clusters Score -795290.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -795325.312500 Penalty: 4314.214844
	Iteration 14Q: 3 clusters Score -795325.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -795350.000000 Penalty: 4314.214844
	Iteration 15Q: 3 clusters Score -795350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -795361.437500 Penalty: 4314.214844
	Iteration 16Q: 3 clusters Score -795361.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -795365.812500 Penalty: 4314.214844
	Iteration 17Q: 3 clusters Score -795365.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -795371.937500 Penalty: 4314.214844
	Iteration 18Q: 3 clusters Score -795371.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -795377.625000 Penalty: 4314.214844
	Iteration 19Q: 3 clusters Score -795377.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -795380.875000 Penalty: 4314.214844
	Iteration 20F: 3 clusters Score -795380.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -795383.187500 Penalty: 4314.214844
	Iteration 21Q: 3 clusters Score -795383.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -795384.562500 Penalty: 4314.214844
	Iteration 22Q: 3 clusters Score -795384.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -795384.500000 Penalty: 4314.214844
	Iteration 23Q: 3 clusters Score -795384.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -795385.250000 Penalty: 4314.214844
	Iteration 24Q: 3 clusters Score -795385.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -795385.625000 Penalty: 4314.214844
	Iteration 25Q: 3 clusters Score -795385.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -795386.625000 Penalty: 4314.214844
	Iteration 26Q: 3 clusters Score -795386.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -795388.375000 Penalty: 4314.214844
	Iteration 27Q: 3 clusters Score -795388.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -795388.375000 Penalty: 4314.214844
	Iteration 28F: 3 clusters Score -795388.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Entering Unmasked Estep 
Score: -1594170.750000 Penalty: 2328.386230
	Iteration 0F: 2 clusters Score -1594171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1585232.625000 Penalty: 4656.772461
	Iteration 0F: 3 clusters Score -1585233 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1588068.500000 Penalty: 4656.772461
	Iteration 1F: 3 clusters Score -1588068 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1588454.625000 Penalty: 4656.772461
	Iteration 2F: 3 clusters Score -1588455 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1588953.250000 Penalty: 4656.772461
	Iteration 3F: 3 clusters Score -1588953 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1589654.750000 Penalty: 4656.772461
	Iteration 4F: 3 clusters Score -1589655 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1590439.250000 Penalty: 4656.772461
	Iteration 5F: 3 clusters Score -1590439 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1591122.000000 Penalty: 4656.772461
	Iteration 6F: 3 clusters Score -1591122 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1591615.625000 Penalty: 4656.772461
	Iteration 7F: 3 clusters Score -1591616 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1592004.375000 Penalty: 4656.772461
	Iteration 8Q: 3 clusters Score -1592004 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1592285.125000 Penalty: 4656.772461
	Iteration 9Q: 3 clusters Score -1592285 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1592510.875000 Penalty: 4656.772461
	Iteration 10Q: 3 clusters Score -1592511 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1592643.875000 Penalty: 4656.772461
	Iteration 11Q: 3 clusters Score -1592644 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1592725.625000 Penalty: 4656.772461
	Iteration 12Q: 3 clusters Score -1592726 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1592772.250000 Penalty: 4656.772461
	Iteration 13Q: 3 clusters Score -1592772 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1592808.875000 Penalty: 4656.772461
	Iteration 14Q: 3 clusters Score -1592809 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1592842.375000 Penalty: 4656.772461
	Iteration 15Q: 3 clusters Score -1592842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1592862.625000 Penalty: 4656.772461
	Iteration 16Q: 3 clusters Score -1592863 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1592879.125000 Penalty: 4656.772461
	Iteration 17Q: 3 clusters Score -1592879 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1592889.875000 Penalty: 4656.772461
	Iteration 18Q: 3 clusters Score -1592890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1592901.500000 Penalty: 4656.772461
	Iteration 19Q: 3 clusters Score -1592902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1592901.875000 Penalty: 4656.772461
	Iteration 20F: 3 clusters Score -1592902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1592904.250000 Penalty: 4656.772461
	Iteration 21Q: 3 clusters Score -1592904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1592910.250000 Penalty: 4656.772461
	Iteration 22Q: 3 clusters Score -1592910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1592911.250000 Penalty: 4656.772461
	Iteration 23Q: 3 clusters Score -1592911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1592914.125000 Penalty: 4656.772461
	Iteration 24Q: 3 clusters Score -1592914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1592917.375000 Penalty: 4656.772461
	Iteration 25Q: 3 clusters Score -1592917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1592920.750000 Penalty: 4656.772461
	Iteration 26Q: 3 clusters Score -1592921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1592925.000000 Penalty: 4656.772461
	Iteration 27Q: 3 clusters Score -1592925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1592924.375000 Penalty: 4656.772461
	Iteration 28Q: 3 clusters Score -1592924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1592926.250000 Penalty: 4656.772461
	Iteration 29Q: 3 clusters Score -1592926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1592928.125000 Penalty: 4656.772461
	Iteration 30Q: 3 clusters Score -1592928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1592929.000000 Penalty: 4656.772461
	Iteration 31Q: 3 clusters Score -1592929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1592931.000000 Penalty: 4656.772461
	Iteration 32Q: 3 clusters Score -1592931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1592934.500000 Penalty: 4656.772461
	Iteration 33Q: 3 clusters Score -1592934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1592935.750000 Penalty: 4656.772461
	Iteration 34Q: 3 clusters Score -1592936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1592936.625000 Penalty: 4656.772461
	Iteration 35Q: 3 clusters Score -1592937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1592936.625000 Penalty: 4656.772461
	Iteration 36F: 3 clusters Score -1592937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (169363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169363 members 
Entering Unmasked Estep 
Score: -22640116.000000 Penalty: 2985.870361
	Iteration 0F: 2 clusters Score -2.264012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84771 members 
Mstep: Class 2 contains 84592 members 
Entering Unmasked Estep 
Score: -22533292.000000 Penalty: 5971.740723
	Iteration 0F: 3 clusters Score -2.253329e+07 nChanged 81021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 83157 members 
Entering Unmasked Estep 
Score: -22580090.000000 Penalty: 5971.740723
	Iteration 1F: 3 clusters Score -2.258009e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87479 members 
Mstep: Class 2 contains 81884 members 
Entering Unmasked Estep 
Score: -22581202.000000 Penalty: 5971.740723
	Iteration 2Q: 3 clusters Score -2.25812e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89446 members 
Mstep: Class 2 contains 79917 members 
Entering Unmasked Estep 
Score: -22582876.000000 Penalty: 5971.740723
	Iteration 3Q: 3 clusters Score -2.258288e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92215 members 
Mstep: Class 2 contains 77148 members 
Entering Unmasked Estep 
Score: -22585258.000000 Penalty: 5971.740723
	Iteration 4Q: 3 clusters Score -2.258526e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96106 members 
Mstep: Class 2 contains 73257 members 
Entering Unmasked Estep 
Score: -22589242.000000 Penalty: 5971.740723
	Iteration 5Q: 3 clusters Score -2.258924e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100847 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -22595392.000000 Penalty: 5971.740723
	Iteration 6F: 3 clusters Score -2.259539e+07 nChanged 10466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105577 members 
Mstep: Class 2 contains 63786 members 
Entering Unmasked Estep 
Score: -22603738.000000 Penalty: 5971.740723
	Iteration 7F: 3 clusters Score -2.260374e+07 nChanged 11049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108946 members 
Mstep: Class 2 contains 60417 members 
Entering Unmasked Estep 
Score: -22612864.000000 Penalty: 5971.740723
	Iteration 8F: 3 clusters Score -2.261286e+07 nChanged 10173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110557 members 
Mstep: Class 2 contains 58806 members 
Entering Unmasked Estep 
Score: -22619300.000000 Penalty: 5971.740723
	Iteration 9F: 3 clusters Score -2.26193e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111257 members 
Mstep: Class 2 contains 58106 members 
Entering Unmasked Estep 
Score: -22621994.000000 Penalty: 5971.740723
	Iteration 10Q: 3 clusters Score -2.262199e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111903 members 
Mstep: Class 2 contains 57460 members 
Entering Unmasked Estep 
Score: -22622966.000000 Penalty: 5971.740723
	Iteration 11Q: 3 clusters Score -2.262297e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112491 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -22623462.000000 Penalty: 5971.740723
	Iteration 12Q: 3 clusters Score -2.262346e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113038 members 
Mstep: Class 2 contains 56325 members 
Entering Unmasked Estep 
Score: -22623724.000000 Penalty: 5971.740723
	Iteration 13Q: 3 clusters Score -2.262372e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113556 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -22624100.000000 Penalty: 5971.740723
	Iteration 14Q: 3 clusters Score -2.26241e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114088 members 
Mstep: Class 2 contains 55275 members 
Entering Unmasked Estep 
Score: -22624348.000000 Penalty: 5971.740723
	Iteration 15Q: 3 clusters Score -2.262435e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114504 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -22624486.000000 Penalty: 5971.740723
	Iteration 16Q: 3 clusters Score -2.262449e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114856 members 
Mstep: Class 2 contains 54507 members 
Entering Unmasked Estep 
Score: -22624790.000000 Penalty: 5971.740723
	Iteration 17Q: 3 clusters Score -2.262479e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115175 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -22624896.000000 Penalty: 5971.740723
	Iteration 18Q: 3 clusters Score -2.26249e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115439 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -22625016.000000 Penalty: 5971.740723
	Iteration 19Q: 3 clusters Score -2.262502e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115690 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -22625242.000000 Penalty: 5971.740723
	Iteration 20F: 3 clusters Score -2.262524e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115864 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
Score: -22625366.000000 Penalty: 5971.740723
	Iteration 21Q: 3 clusters Score -2.262537e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115948 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -22625508.000000 Penalty: 5971.740723
	Iteration 22Q: 3 clusters Score -2.262551e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115951 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -22625646.000000 Penalty: 5971.740723
	Iteration 23Q: 3 clusters Score -2.262565e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115909 members 
Mstep: Class 2 contains 53454 members 
Entering Unmasked Estep 
Score: -22625752.000000 Penalty: 5971.740723
	Iteration 24Q: 3 clusters Score -2.262575e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115806 members 
Mstep: Class 2 contains 53557 members 
Entering Unmasked Estep 
Score: -22625830.000000 Penalty: 5971.740723
	Iteration 25Q: 3 clusters Score -2.262583e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115721 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -22625804.000000 Penalty: 5971.740723
	Iteration 26Q: 3 clusters Score -2.26258e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115593 members 
Mstep: Class 2 contains 53770 members 
Entering Unmasked Estep 
Score: -22625928.000000 Penalty: 5971.740723
	Iteration 27Q: 3 clusters Score -2.262593e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115446 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -22626016.000000 Penalty: 5971.740723
	Iteration 28Q: 3 clusters Score -2.262602e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115270 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -22626124.000000 Penalty: 5971.740723
	Iteration 29Q: 3 clusters Score -2.262612e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115083 members 
Mstep: Class 2 contains 54280 members 
Entering Unmasked Estep 
Score: -22626158.000000 Penalty: 5971.740723
	Iteration 30Q: 3 clusters Score -2.262616e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114885 members 
Mstep: Class 2 contains 54478 members 
Entering Unmasked Estep 
Score: -22626286.000000 Penalty: 5971.740723
	Iteration 31Q: 3 clusters Score -2.262629e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114629 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -22626444.000000 Penalty: 5971.740723
	Iteration 32Q: 3 clusters Score -2.262644e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114354 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -22626560.000000 Penalty: 5971.740723
	Iteration 33Q: 3 clusters Score -2.262656e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113950 members 
Mstep: Class 2 contains 55413 members 
Entering Unmasked Estep 
Score: -22626636.000000 Penalty: 5971.740723
	Iteration 34Q: 3 clusters Score -2.262664e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113529 members 
Mstep: Class 2 contains 55834 members 
Entering Unmasked Estep 
Score: -22626678.000000 Penalty: 5971.740723
	Iteration 35Q: 3 clusters Score -2.262668e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113015 members 
Mstep: Class 2 contains 56348 members 
Entering Unmasked Estep 
Score: -22626804.000000 Penalty: 5971.740723
	Iteration 36Q: 3 clusters Score -2.26268e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112409 members 
Mstep: Class 2 contains 56954 members 
Entering Unmasked Estep 
Score: -22626880.000000 Penalty: 5971.740723
	Iteration 37Q: 3 clusters Score -2.262688e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111772 members 
Mstep: Class 2 contains 57591 members 
Entering Unmasked Estep 
Score: -22626984.000000 Penalty: 5971.740723
	Iteration 38Q: 3 clusters Score -2.262698e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111010 members 
Mstep: Class 2 contains 58353 members 
Entering Unmasked Estep 
Score: -22627126.000000 Penalty: 5971.740723
	Iteration 39Q: 3 clusters Score -2.262713e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110180 members 
Mstep: Class 2 contains 59183 members 
Entering Unmasked Estep 
Score: -22627306.000000 Penalty: 5971.740723
	Iteration 40F: 3 clusters Score -2.262731e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109268 members 
Mstep: Class 2 contains 60095 members 
Entering Unmasked Estep 
Score: -22627570.000000 Penalty: 5971.740723
	Iteration 41Q: 3 clusters Score -2.262757e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108165 members 
Mstep: Class 2 contains 61198 members 
Entering Unmasked Estep 
Score: -22627756.000000 Penalty: 5971.740723
	Iteration 42Q: 3 clusters Score -2.262776e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107004 members 
Mstep: Class 2 contains 62359 members 
Entering Unmasked Estep 
Score: -22628060.000000 Penalty: 5971.740723
	Iteration 43Q: 3 clusters Score -2.262806e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105793 members 
Mstep: Class 2 contains 63570 members 
Entering Unmasked Estep 
Score: -22628384.000000 Penalty: 5971.740723
	Iteration 44Q: 3 clusters Score -2.262838e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104539 members 
Mstep: Class 2 contains 64824 members 
Entering Unmasked Estep 
Score: -22628678.000000 Penalty: 5971.740723
	Iteration 45Q: 3 clusters Score -2.262868e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103321 members 
Mstep: Class 2 contains 66042 members 
Entering Unmasked Estep 
Score: -22628928.000000 Penalty: 5971.740723
	Iteration 46Q: 3 clusters Score -2.262893e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102150 members 
Mstep: Class 2 contains 67213 members 
Entering Unmasked Estep 
Score: -22629252.000000 Penalty: 5971.740723
	Iteration 47Q: 3 clusters Score -2.262925e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100918 members 
Mstep: Class 2 contains 68445 members 
Entering Unmasked Estep 
Score: -22629632.000000 Penalty: 5971.740723
	Iteration 48Q: 3 clusters Score -2.262963e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99645 members 
Mstep: Class 2 contains 69718 members 
Entering Unmasked Estep 
Score: -22629884.000000 Penalty: 5971.740723
	Iteration 49Q: 3 clusters Score -2.262988e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98429 members 
Mstep: Class 2 contains 70934 members 
Entering Unmasked Estep 
Score: -22630176.000000 Penalty: 5971.740723
	Iteration 50Q: 3 clusters Score -2.263018e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97296 members 
Mstep: Class 2 contains 72067 members 
Entering Unmasked Estep 
Score: -22630448.000000 Penalty: 5971.740723
	Iteration 51Q: 3 clusters Score -2.263045e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96186 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -22630658.000000 Penalty: 5971.740723
	Iteration 52Q: 3 clusters Score -2.263066e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95030 members 
Mstep: Class 2 contains 74333 members 
Entering Unmasked Estep 
Score: -22630914.000000 Penalty: 5971.740723
	Iteration 53Q: 3 clusters Score -2.263091e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93882 members 
Mstep: Class 2 contains 75481 members 
Entering Unmasked Estep 
Score: -22631182.000000 Penalty: 5971.740723
	Iteration 54Q: 3 clusters Score -2.263118e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92704 members 
Mstep: Class 2 contains 76659 members 
Entering Unmasked Estep 
Score: -22631298.000000 Penalty: 5971.740723
	Iteration 55Q: 3 clusters Score -2.26313e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91532 members 
Mstep: Class 2 contains 77831 members 
Entering Unmasked Estep 
Score: -22631524.000000 Penalty: 5971.740723
	Iteration 56Q: 3 clusters Score -2.263152e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90389 members 
Mstep: Class 2 contains 78974 members 
Entering Unmasked Estep 
Score: -22631646.000000 Penalty: 5971.740723
	Iteration 57Q: 3 clusters Score -2.263165e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89306 members 
Mstep: Class 2 contains 80057 members 
Entering Unmasked Estep 
Score: -22631752.000000 Penalty: 5971.740723
	Iteration 58Q: 3 clusters Score -2.263175e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88143 members 
Mstep: Class 2 contains 81220 members 
Entering Unmasked Estep 
Score: -22631928.000000 Penalty: 5971.740723
	Iteration 59Q: 3 clusters Score -2.263193e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 82406 members 
Entering Unmasked Estep 
Score: -22631970.000000 Penalty: 5971.740723
	Iteration 60F: 3 clusters Score -2.263197e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85756 members 
Mstep: Class 2 contains 83607 members 
Entering Unmasked Estep 
Score: -22632114.000000 Penalty: 5971.740723
	Iteration 61Q: 3 clusters Score -2.263211e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84477 members 
Mstep: Class 2 contains 84886 members 
Entering Unmasked Estep 
Score: -22632202.000000 Penalty: 5971.740723
	Iteration 62Q: 3 clusters Score -2.26322e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83236 members 
Mstep: Class 2 contains 86127 members 
Entering Unmasked Estep 
Score: -22632370.000000 Penalty: 5971.740723
	Iteration 63Q: 3 clusters Score -2.263237e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81985 members 
Mstep: Class 2 contains 87378 members 
Entering Unmasked Estep 
Score: -22632592.000000 Penalty: 5971.740723
	Iteration 64Q: 3 clusters Score -2.263259e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80655 members 
Mstep: Class 2 contains 88708 members 
Entering Unmasked Estep 
Score: -22632616.000000 Penalty: 5971.740723
	Iteration 65Q: 3 clusters Score -2.263262e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79324 members 
Mstep: Class 2 contains 90039 members 
Entering Unmasked Estep 
Score: -22632810.000000 Penalty: 5971.740723
	Iteration 66Q: 3 clusters Score -2.263281e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77996 members 
Mstep: Class 2 contains 91367 members 
Entering Unmasked Estep 
Score: -22632938.000000 Penalty: 5971.740723
	Iteration 67Q: 3 clusters Score -2.263294e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76671 members 
Mstep: Class 2 contains 92692 members 
Entering Unmasked Estep 
Score: -22633188.000000 Penalty: 5971.740723
	Iteration 68Q: 3 clusters Score -2.263319e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75234 members 
Mstep: Class 2 contains 94129 members 
Entering Unmasked Estep 
Score: -22633282.000000 Penalty: 5971.740723
	Iteration 69Q: 3 clusters Score -2.263328e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73815 members 
Mstep: Class 2 contains 95548 members 
Entering Unmasked Estep 
Score: -22633616.000000 Penalty: 5971.740723
	Iteration 70Q: 3 clusters Score -2.263362e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72318 members 
Mstep: Class 2 contains 97045 members 
Entering Unmasked Estep 
Score: -22633798.000000 Penalty: 5971.740723
	Iteration 71Q: 3 clusters Score -2.26338e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70891 members 
Mstep: Class 2 contains 98472 members 
Entering Unmasked Estep 
Score: -22634006.000000 Penalty: 5971.740723
	Iteration 72Q: 3 clusters Score -2.263401e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69419 members 
Mstep: Class 2 contains 99944 members 
Entering Unmasked Estep 
Score: -22634254.000000 Penalty: 5971.740723
	Iteration 73Q: 3 clusters Score -2.263425e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68021 members 
Mstep: Class 2 contains 101342 members 
Entering Unmasked Estep 
Score: -22634372.000000 Penalty: 5971.740723
	Iteration 74Q: 3 clusters Score -2.263437e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66608 members 
Mstep: Class 2 contains 102755 members 
Entering Unmasked Estep 
Score: -22634556.000000 Penalty: 5971.740723
	Iteration 75Q: 3 clusters Score -2.263456e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65294 members 
Mstep: Class 2 contains 104069 members 
Entering Unmasked Estep 
Score: -22634684.000000 Penalty: 5971.740723
	Iteration 76Q: 3 clusters Score -2.263468e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63931 members 
Mstep: Class 2 contains 105432 members 
Entering Unmasked Estep 
Score: -22634864.000000 Penalty: 5971.740723
	Iteration 77Q: 3 clusters Score -2.263486e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62578 members 
Mstep: Class 2 contains 106785 members 
Entering Unmasked Estep 
Score: -22635130.000000 Penalty: 5971.740723
	Iteration 78Q: 3 clusters Score -2.263513e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61260 members 
Mstep: Class 2 contains 108103 members 
Entering Unmasked Estep 
Score: -22635300.000000 Penalty: 5971.740723
	Iteration 79Q: 3 clusters Score -2.26353e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59997 members 
Mstep: Class 2 contains 109366 members 
Entering Unmasked Estep 
Score: -22635406.000000 Penalty: 5971.740723
	Iteration 80F: 3 clusters Score -2.263541e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 110656 members 
Entering Unmasked Estep 
Score: -22635502.000000 Penalty: 5971.740723
	Iteration 81Q: 3 clusters Score -2.26355e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57417 members 
Mstep: Class 2 contains 111946 members 
Entering Unmasked Estep 
Score: -22635728.000000 Penalty: 5971.740723
	Iteration 82Q: 3 clusters Score -2.263573e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56175 members 
Mstep: Class 2 contains 113188 members 
Entering Unmasked Estep 
Score: -22635992.000000 Penalty: 5971.740723
	Iteration 83Q: 3 clusters Score -2.263599e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54980 members 
Mstep: Class 2 contains 114383 members 
Entering Unmasked Estep 
Score: -22636196.000000 Penalty: 5971.740723
	Iteration 84Q: 3 clusters Score -2.26362e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 115609 members 
Entering Unmasked Estep 
Score: -22636294.000000 Penalty: 5971.740723
	Iteration 85Q: 3 clusters Score -2.263629e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52500 members 
Mstep: Class 2 contains 116863 members 
Entering Unmasked Estep 
Score: -22636508.000000 Penalty: 5971.740723
	Iteration 86Q: 3 clusters Score -2.263651e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 118065 members 
Entering Unmasked Estep 
Score: -22636740.000000 Penalty: 5971.740723
	Iteration 87Q: 3 clusters Score -2.263674e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 119300 members 
Entering Unmasked Estep 
Score: -22636796.000000 Penalty: 5971.740723
	Iteration 88Q: 3 clusters Score -2.26368e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 120563 members 
Entering Unmasked Estep 
Score: -22636922.000000 Penalty: 5971.740723
	Iteration 89Q: 3 clusters Score -2.263692e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 121842 members 
Entering Unmasked Estep 
Score: -22636996.000000 Penalty: 5971.740723
	Iteration 90Q: 3 clusters Score -2.2637e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 123181 members 
Entering Unmasked Estep 
Score: -22637200.000000 Penalty: 5971.740723
	Iteration 91Q: 3 clusters Score -2.26372e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 124475 members 
Entering Unmasked Estep 
Score: -22637488.000000 Penalty: 5971.740723
	Iteration 92Q: 3 clusters Score -2.263749e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 125717 members 
Entering Unmasked Estep 
Score: -22637714.000000 Penalty: 5971.740723
	Iteration 93Q: 3 clusters Score -2.263771e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 126893 members 
Entering Unmasked Estep 
Score: -22637892.000000 Penalty: 5971.740723
	Iteration 94Q: 3 clusters Score -2.263789e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 127995 members 
Entering Unmasked Estep 
Score: -22638052.000000 Penalty: 5971.740723
	Iteration 95Q: 3 clusters Score -2.263805e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 129097 members 
Entering Unmasked Estep 
Score: -22638130.000000 Penalty: 5971.740723
	Iteration 96Q: 3 clusters Score -2.263813e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 130195 members 
Entering Unmasked Estep 
Score: -22638318.000000 Penalty: 5971.740723
	Iteration 97Q: 3 clusters Score -2.263832e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 131345 members 
Entering Unmasked Estep 
Score: -22638452.000000 Penalty: 5971.740723
	Iteration 98Q: 3 clusters Score -2.263845e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 132498 members 
Entering Unmasked Estep 
Score: -22638600.000000 Penalty: 5971.740723
	Iteration 99Q: 3 clusters Score -2.26386e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 133627 members 
Entering Unmasked Estep 
Score: -22638716.000000 Penalty: 5971.740723
	Iteration 100F: 3 clusters Score -2.263872e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 134761 members 
Entering Unmasked Estep 
Score: -22638890.000000 Penalty: 5971.740723
	Iteration 101Q: 3 clusters Score -2.263889e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 135803 members 
Entering Unmasked Estep 
Score: -22638980.000000 Penalty: 5971.740723
	Iteration 102Q: 3 clusters Score -2.263898e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 136792 members 
Entering Unmasked Estep 
Score: -22639142.000000 Penalty: 5971.740723
	Iteration 103Q: 3 clusters Score -2.263914e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 137756 members 
Entering Unmasked Estep 
Score: -22639220.000000 Penalty: 5971.740723
	Iteration 104Q: 3 clusters Score -2.263922e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 138622 members 
Entering Unmasked Estep 
Score: -22639368.000000 Penalty: 5971.740723
	Iteration 105Q: 3 clusters Score -2.263937e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 139527 members 
Entering Unmasked Estep 
Score: -22639474.000000 Penalty: 5971.740723
	Iteration 106Q: 3 clusters Score -2.263947e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 140404 members 
Entering Unmasked Estep 
Score: -22639620.000000 Penalty: 5971.740723
	Iteration 107Q: 3 clusters Score -2.263962e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 141294 members 
Entering Unmasked Estep 
Score: -22639776.000000 Penalty: 5971.740723
	Iteration 108Q: 3 clusters Score -2.263978e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 142193 members 
Entering Unmasked Estep 
Score: -22639982.000000 Penalty: 5971.740723
	Iteration 109Q: 3 clusters Score -2.263998e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 143018 members 
Entering Unmasked Estep 
Score: -22640050.000000 Penalty: 5971.740723
	Iteration 110Q: 3 clusters Score -2.264005e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 143781 members 
Entering Unmasked Estep 
Score: -22640166.000000 Penalty: 5971.740723
	Iteration 111Q: 3 clusters Score -2.264017e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 144533 members 
Entering Unmasked Estep 
Score: -22640296.000000 Penalty: 5971.740723
	Iteration 112Q: 3 clusters Score -2.26403e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 145293 members 
Entering Unmasked Estep 
Score: -22640362.000000 Penalty: 5971.740723
	Iteration 113Q: 3 clusters Score -2.264036e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 146056 members 
Entering Unmasked Estep 
Score: -22640444.000000 Penalty: 5971.740723
	Iteration 114Q: 3 clusters Score -2.264044e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 146797 members 
Entering Unmasked Estep 
Score: -22640608.000000 Penalty: 5971.740723
	Iteration 115Q: 3 clusters Score -2.264061e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 147528 members 
Entering Unmasked Estep 
Score: -22640734.000000 Penalty: 5971.740723
	Iteration 116Q: 3 clusters Score -2.264073e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 148210 members 
Entering Unmasked Estep 
Score: -22640864.000000 Penalty: 5971.740723
	Iteration 117Q: 3 clusters Score -2.264086e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 148880 members 
Entering Unmasked Estep 
Score: -22640922.000000 Penalty: 5971.740723
	Iteration 118Q: 3 clusters Score -2.264092e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 149546 members 
Entering Unmasked Estep 
Score: -22640990.000000 Penalty: 5971.740723
	Iteration 119Q: 3 clusters Score -2.264099e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 150193 members 
Entering Unmasked Estep 
Score: -22641038.000000 Penalty: 5971.740723
	Iteration 120F: 3 clusters Score -2.264104e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 150768 members 
Entering Unmasked Estep 
Score: -22641098.000000 Penalty: 5971.740723
	Iteration 121Q: 3 clusters Score -2.26411e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 151309 members 
Entering Unmasked Estep 
Score: -22641168.000000 Penalty: 5971.740723
	Iteration 122Q: 3 clusters Score -2.264117e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 151862 members 
Entering Unmasked Estep 
Score: -22641186.000000 Penalty: 5971.740723
	Iteration 123Q: 3 clusters Score -2.264119e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 152433 members 
Entering Unmasked Estep 
Score: -22641266.000000 Penalty: 5971.740723
	Iteration 124Q: 3 clusters Score -2.264127e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 152966 members 
Entering Unmasked Estep 
Score: -22641342.000000 Penalty: 5971.740723
	Iteration 125Q: 3 clusters Score -2.264134e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 153480 members 
Entering Unmasked Estep 
Score: -22641318.000000 Penalty: 5971.740723
	Iteration 126Q: 3 clusters Score -2.264132e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 153994 members 
Entering Unmasked Estep 
Score: -22641360.000000 Penalty: 5971.740723
	Iteration 127Q: 3 clusters Score -2.264136e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 154469 members 
Entering Unmasked Estep 
Score: -22641434.000000 Penalty: 5971.740723
	Iteration 128Q: 3 clusters Score -2.264143e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 154908 members 
Entering Unmasked Estep 
Score: -22641456.000000 Penalty: 5971.740723
	Iteration 129Q: 3 clusters Score -2.264146e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 155319 members 
Entering Unmasked Estep 
Score: -22641434.000000 Penalty: 5971.740723
	Iteration 130Q: 3 clusters Score -2.264143e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 155675 members 
Entering Unmasked Estep 
Score: -22641404.000000 Penalty: 5971.740723
	Iteration 131Q: 3 clusters Score -2.26414e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 155994 members 
Entering Unmasked Estep 
Score: -22641350.000000 Penalty: 5971.740723
	Iteration 132Q: 3 clusters Score -2.264135e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 156304 members 
Entering Unmasked Estep 
Score: -22641384.000000 Penalty: 5971.740723
	Iteration 133Q: 3 clusters Score -2.264138e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 156607 members 
Entering Unmasked Estep 
Score: -22641326.000000 Penalty: 5971.740723
	Iteration 134Q: 3 clusters Score -2.264133e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 156929 members 
Entering Unmasked Estep 
Score: -22641318.000000 Penalty: 5971.740723
	Iteration 135Q: 3 clusters Score -2.264132e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 157242 members 
Entering Unmasked Estep 
Score: -22641300.000000 Penalty: 5971.740723
	Iteration 136Q: 3 clusters Score -2.26413e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 157538 members 
Entering Unmasked Estep 
Score: -22641316.000000 Penalty: 5971.740723
	Iteration 137Q: 3 clusters Score -2.264132e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 157813 members 
Entering Unmasked Estep 
Score: -22641300.000000 Penalty: 5971.740723
	Iteration 138Q: 3 clusters Score -2.26413e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 158098 members 
Entering Unmasked Estep 
Score: -22641310.000000 Penalty: 5971.740723
	Iteration 139Q: 3 clusters Score -2.264131e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 158356 members 
Entering Unmasked Estep 
Score: -22641236.000000 Penalty: 5971.740723
	Iteration 140F: 3 clusters Score -2.264124e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 158610 members 
Entering Unmasked Estep 
Score: -22641148.000000 Penalty: 5971.740723
	Iteration 141Q: 3 clusters Score -2.264115e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 158848 members 
Entering Unmasked Estep 
Score: -22641204.000000 Penalty: 5971.740723
	Iteration 142Q: 3 clusters Score -2.26412e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 159074 members 
Entering Unmasked Estep 
Score: -22641182.000000 Penalty: 5971.740723
	Iteration 143Q: 3 clusters Score -2.264118e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 159281 members 
Entering Unmasked Estep 
Score: -22641096.000000 Penalty: 5971.740723
	Iteration 144Q: 3 clusters Score -2.26411e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 159470 members 
Entering Unmasked Estep 
Score: -22641096.000000 Penalty: 5971.740723
	Iteration 145Q: 3 clusters Score -2.26411e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 159650 members 
Entering Unmasked Estep 
Score: -22641076.000000 Penalty: 5971.740723
	Iteration 146Q: 3 clusters Score -2.264108e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 159808 members 
Entering Unmasked Estep 
Score: -22641028.000000 Penalty: 5971.740723
	Iteration 147Q: 3 clusters Score -2.264103e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 159988 members 
Entering Unmasked Estep 
Score: -22640962.000000 Penalty: 5971.740723
	Iteration 148Q: 3 clusters Score -2.264096e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 160157 members 
Entering Unmasked Estep 
Score: -22640882.000000 Penalty: 5971.740723
	Iteration 149Q: 3 clusters Score -2.264088e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 160309 members 
Entering Unmasked Estep 
Score: -22640856.000000 Penalty: 5971.740723
	Iteration 150Q: 3 clusters Score -2.264086e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 160463 members 
Entering Unmasked Estep 
Score: -22640796.000000 Penalty: 5971.740723
	Iteration 151Q: 3 clusters Score -2.26408e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 160609 members 
Entering Unmasked Estep 
Score: -22640780.000000 Penalty: 5971.740723
	Iteration 152Q: 3 clusters Score -2.264078e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 160759 members 
Entering Unmasked Estep 
Score: -22640770.000000 Penalty: 5971.740723
	Iteration 153Q: 3 clusters Score -2.264077e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 160908 members 
Entering Unmasked Estep 
Score: -22640690.000000 Penalty: 5971.740723
	Iteration 154Q: 3 clusters Score -2.264069e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 161051 members 
Entering Unmasked Estep 
Score: -22640614.000000 Penalty: 5971.740723
	Iteration 155Q: 3 clusters Score -2.264061e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 161183 members 
Entering Unmasked Estep 
Score: -22640642.000000 Penalty: 5971.740723
	Iteration 156Q: 3 clusters Score -2.264064e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 161319 members 
Entering Unmasked Estep 
Score: -22640612.000000 Penalty: 5971.740723
	Iteration 157Q: 3 clusters Score -2.264061e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 161468 members 
Entering Unmasked Estep 
Score: -22640574.000000 Penalty: 5971.740723
	Iteration 158Q: 3 clusters Score -2.264057e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 161594 members 
Entering Unmasked Estep 
Score: -22640552.000000 Penalty: 5971.740723
	Iteration 159Q: 3 clusters Score -2.264055e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 161735 members 
Entering Unmasked Estep 
Score: -22640508.000000 Penalty: 5971.740723
	Iteration 160F: 3 clusters Score -2.264051e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 161843 members 
Entering Unmasked Estep 
Score: -22640474.000000 Penalty: 5971.740723
	Iteration 161Q: 3 clusters Score -2.264047e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 161952 members 
Entering Unmasked Estep 
Score: -22640412.000000 Penalty: 5971.740723
	Iteration 162Q: 3 clusters Score -2.264041e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 162056 members 
Entering Unmasked Estep 
Score: -22640372.000000 Penalty: 5971.740723
	Iteration 163Q: 3 clusters Score -2.264037e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 162149 members 
Entering Unmasked Estep 
Score: -22640354.000000 Penalty: 5971.740723
	Iteration 164Q: 3 clusters Score -2.264035e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 162237 members 
Entering Unmasked Estep 
Score: -22640350.000000 Penalty: 5971.740723
	Iteration 165Q: 3 clusters Score -2.264035e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 162328 members 
Entering Unmasked Estep 
Score: -22640386.000000 Penalty: 5971.740723
	Iteration 166Q: 3 clusters Score -2.264039e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 162433 members 
Entering Unmasked Estep 
Score: -22640344.000000 Penalty: 5971.740723
	Iteration 167Q: 3 clusters Score -2.264034e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 162528 members 
Entering Unmasked Estep 
Score: -22640264.000000 Penalty: 5971.740723
	Iteration 168Q: 3 clusters Score -2.264026e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 162614 members 
Entering Unmasked Estep 
Score: -22640238.000000 Penalty: 5971.740723
	Iteration 169Q: 3 clusters Score -2.264024e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 162687 members 
Entering Unmasked Estep 
Score: -22640242.000000 Penalty: 5971.740723
	Iteration 170Q: 3 clusters Score -2.264024e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 162759 members 
Entering Unmasked Estep 
Score: -22640196.000000 Penalty: 5971.740723
	Iteration 171Q: 3 clusters Score -2.26402e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 162828 members 
Entering Unmasked Estep 
Score: -22640186.000000 Penalty: 5971.740723
	Iteration 172Q: 3 clusters Score -2.264019e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 162891 members 
Entering Unmasked Estep 
Score: -22640160.000000 Penalty: 5971.740723
	Iteration 173Q: 3 clusters Score -2.264016e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 162951 members 
Entering Unmasked Estep 
Score: -22640170.000000 Penalty: 5971.740723
	Iteration 174Q: 3 clusters Score -2.264017e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 163020 members 
Entering Unmasked Estep 
Score: -22640122.000000 Penalty: 5971.740723
	Iteration 175Q: 3 clusters Score -2.264012e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 163066 members 
Entering Unmasked Estep 
Score: -22640126.000000 Penalty: 5971.740723
	Iteration 176Q: 3 clusters Score -2.264013e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 163114 members 
Entering Unmasked Estep 
Score: -22640100.000000 Penalty: 5971.740723
	Iteration 177Q: 3 clusters Score -2.26401e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 163154 members 
Entering Unmasked Estep 
Score: -22640064.000000 Penalty: 5971.740723
	Iteration 178Q: 3 clusters Score -2.264006e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 163192 members 
Entering Unmasked Estep 
Score: -22640024.000000 Penalty: 5971.740723
	Iteration 179Q: 3 clusters Score -2.264002e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 163228 members 
Entering Unmasked Estep 
Score: -22640026.000000 Penalty: 5971.740723
	Iteration 180F: 3 clusters Score -2.264003e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 163258 members 
Entering Unmasked Estep 
Score: -22640042.000000 Penalty: 5971.740723
	Iteration 181Q: 3 clusters Score -2.264004e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 163299 members 
Entering Unmasked Estep 
Score: -22640008.000000 Penalty: 5971.740723
	Iteration 182Q: 3 clusters Score -2.264001e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 163349 members 
Entering Unmasked Estep 
Score: -22639984.000000 Penalty: 5971.740723
	Iteration 183Q: 3 clusters Score -2.263998e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 163411 members 
Entering Unmasked Estep 
Score: -22639968.000000 Penalty: 5971.740723
	Iteration 184Q: 3 clusters Score -2.263997e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 163487 members 
Entering Unmasked Estep 
Score: -22639996.000000 Penalty: 5971.740723
	Iteration 185Q: 3 clusters Score -2.264e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 163554 members 
Entering Unmasked Estep 
Score: -22639968.000000 Penalty: 5971.740723
	Iteration 186Q: 3 clusters Score -2.263997e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 163622 members 
Entering Unmasked Estep 
Score: -22639964.000000 Penalty: 5971.740723
	Iteration 187Q: 3 clusters Score -2.263996e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 163675 members 
Entering Unmasked Estep 
Score: -22639920.000000 Penalty: 5971.740723
	Iteration 188Q: 3 clusters Score -2.263992e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 163733 members 
Entering Unmasked Estep 
Score: -22639906.000000 Penalty: 5971.740723
	Iteration 189Q: 3 clusters Score -2.263991e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 163788 members 
Entering Unmasked Estep 
Score: -22639886.000000 Penalty: 5971.740723
	Iteration 190Q: 3 clusters Score -2.263989e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 163842 members 
Entering Unmasked Estep 
Score: -22639888.000000 Penalty: 5971.740723
	Iteration 191Q: 3 clusters Score -2.263989e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 163898 members 
Entering Unmasked Estep 
Score: -22639840.000000 Penalty: 5971.740723
	Iteration 192Q: 3 clusters Score -2.263984e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 163963 members 
Entering Unmasked Estep 
Score: -22639818.000000 Penalty: 5971.740723
	Iteration 193Q: 3 clusters Score -2.263982e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 164027 members 
Entering Unmasked Estep 
Score: -22639786.000000 Penalty: 5971.740723
	Iteration 194Q: 3 clusters Score -2.263979e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 164087 members 
Entering Unmasked Estep 
Score: -22639792.000000 Penalty: 5971.740723
	Iteration 195Q: 3 clusters Score -2.263979e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 164132 members 
Entering Unmasked Estep 
Score: -22639792.000000 Penalty: 5971.740723
	Iteration 196Q: 3 clusters Score -2.263979e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 164170 members 
Entering Unmasked Estep 
Score: -22639768.000000 Penalty: 5971.740723
	Iteration 197Q: 3 clusters Score -2.263977e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 164207 members 
Entering Unmasked Estep 
Score: -22639768.000000 Penalty: 5971.740723
	Iteration 198Q: 3 clusters Score -2.263977e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 164253 members 
Entering Unmasked Estep 
Score: -22639730.000000 Penalty: 5971.740723
	Iteration 199Q: 3 clusters Score -2.263973e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 164287 members 
Entering Unmasked Estep 
Score: -22639732.000000 Penalty: 5971.740723
	Iteration 200F: 3 clusters Score -2.263973e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 164321 members 
Entering Unmasked Estep 
Score: -22639698.000000 Penalty: 5971.740723
	Iteration 201Q: 3 clusters Score -2.26397e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 164352 members 
Entering Unmasked Estep 
Score: -22639684.000000 Penalty: 5971.740723
	Iteration 202Q: 3 clusters Score -2.263968e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 164381 members 
Entering Unmasked Estep 
Score: -22639652.000000 Penalty: 5971.740723
	Iteration 203Q: 3 clusters Score -2.263965e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 164422 members 
Entering Unmasked Estep 
Score: -22639612.000000 Penalty: 5971.740723
	Iteration 204Q: 3 clusters Score -2.263961e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 164469 members 
Entering Unmasked Estep 
Score: -22639606.000000 Penalty: 5971.740723
	Iteration 205Q: 3 clusters Score -2.263961e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 164520 members 
Entering Unmasked Estep 
Score: -22639574.000000 Penalty: 5971.740723
	Iteration 206Q: 3 clusters Score -2.263957e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 164571 members 
Entering Unmasked Estep 
Score: -22639532.000000 Penalty: 5971.740723
	Iteration 207Q: 3 clusters Score -2.263953e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 164620 members 
Entering Unmasked Estep 
Score: -22639470.000000 Penalty: 5971.740723
	Iteration 208Q: 3 clusters Score -2.263947e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 164665 members 
Entering Unmasked Estep 
Score: -22639444.000000 Penalty: 5971.740723
	Iteration 209Q: 3 clusters Score -2.263944e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 164713 members 
Entering Unmasked Estep 
Score: -22639446.000000 Penalty: 5971.740723
	Iteration 210Q: 3 clusters Score -2.263945e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 164753 members 
Entering Unmasked Estep 
Score: -22639418.000000 Penalty: 5971.740723
	Iteration 211Q: 3 clusters Score -2.263942e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 164789 members 
Entering Unmasked Estep 
Score: -22639396.000000 Penalty: 5971.740723
	Iteration 212Q: 3 clusters Score -2.26394e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 164818 members 
Entering Unmasked Estep 
Score: -22639394.000000 Penalty: 5971.740723
	Iteration 213Q: 3 clusters Score -2.263939e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 164838 members 
Entering Unmasked Estep 
Score: -22639400.000000 Penalty: 5971.740723
	Iteration 214Q: 3 clusters Score -2.26394e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 164856 members 
Entering Unmasked Estep 
Score: -22639394.000000 Penalty: 5971.740723
	Iteration 215Q: 3 clusters Score -2.263939e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 164876 members 
Entering Unmasked Estep 
Score: -22639382.000000 Penalty: 5971.740723
	Iteration 216Q: 3 clusters Score -2.263938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 164892 members 
Entering Unmasked Estep 
Score: -22639376.000000 Penalty: 5971.740723
	Iteration 217Q: 3 clusters Score -2.263938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 164904 members 
Entering Unmasked Estep 
Score: -22639380.000000 Penalty: 5971.740723
	Iteration 218Q: 3 clusters Score -2.263938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 164916 members 
Entering Unmasked Estep 
Score: -22639380.000000 Penalty: 5971.740723
	Iteration 219Q: 3 clusters Score -2.263938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 164926 members 
Entering Unmasked Estep 
Score: -22639372.000000 Penalty: 5971.740723
	Iteration 220F: 3 clusters Score -2.263937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 164935 members 
Entering Unmasked Estep 
Score: -22639400.000000 Penalty: 5971.740723
	Iteration 221Q: 3 clusters Score -2.26394e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 164949 members 
Entering Unmasked Estep 
Score: -22639410.000000 Penalty: 5971.740723
	Iteration 222Q: 3 clusters Score -2.263941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 164957 members 
Entering Unmasked Estep 
Score: -22639404.000000 Penalty: 5971.740723
	Iteration 223Q: 3 clusters Score -2.26394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 164961 members 
Entering Unmasked Estep 
Score: -22639414.000000 Penalty: 5971.740723
	Iteration 224Q: 3 clusters Score -2.263941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 164964 members 
Entering Unmasked Estep 
Score: -22639412.000000 Penalty: 5971.740723
	Iteration 225Q: 3 clusters Score -2.263941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 164970 members 
Entering Unmasked Estep 
Score: -22639404.000000 Penalty: 5971.740723
	Iteration 226Q: 3 clusters Score -2.26394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 164975 members 
Entering Unmasked Estep 
Score: -22639402.000000 Penalty: 5971.740723
	Iteration 227Q: 3 clusters Score -2.26394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 164983 members 
Entering Unmasked Estep 
Score: -22639388.000000 Penalty: 5971.740723
	Iteration 228Q: 3 clusters Score -2.263939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 164988 members 
Entering Unmasked Estep 
Score: -22639382.000000 Penalty: 5971.740723
	Iteration 229Q: 3 clusters Score -2.263938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 164993 members 
Entering Unmasked Estep 
Score: -22639376.000000 Penalty: 5971.740723
	Iteration 230Q: 3 clusters Score -2.263938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 165000 members 
Entering Unmasked Estep 
Score: -22639380.000000 Penalty: 5971.740723
	Iteration 231Q: 3 clusters Score -2.263938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 165008 members 
Entering Unmasked Estep 
Score: -22639380.000000 Penalty: 5971.740723
	Iteration 232Q: 3 clusters Score -2.263938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 165017 members 
Entering Unmasked Estep 
Score: -22639366.000000 Penalty: 5971.740723
	Iteration 233Q: 3 clusters Score -2.263937e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 165029 members 
Entering Unmasked Estep 
Score: -22639384.000000 Penalty: 5971.740723
	Iteration 234Q: 3 clusters Score -2.263938e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 165045 members 
Entering Unmasked Estep 
Score: -22639392.000000 Penalty: 5971.740723
	Iteration 235Q: 3 clusters Score -2.263939e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 165065 members 
Entering Unmasked Estep 
Score: -22639364.000000 Penalty: 5971.740723
	Iteration 236Q: 3 clusters Score -2.263936e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 165092 members 
Entering Unmasked Estep 
Score: -22639364.000000 Penalty: 5971.740723
	Iteration 237Q: 3 clusters Score -2.263936e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 165117 members 
Entering Unmasked Estep 
Score: -22639366.000000 Penalty: 5971.740723
	Iteration 238Q: 3 clusters Score -2.263937e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 165141 members 
Entering Unmasked Estep 
Score: -22639324.000000 Penalty: 5971.740723
	Iteration 239Q: 3 clusters Score -2.263932e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 165172 members 
Entering Unmasked Estep 
Score: -22639362.000000 Penalty: 5971.740723
	Iteration 240F: 3 clusters Score -2.263936e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 165220 members 
Entering Unmasked Estep 
Score: -22639328.000000 Penalty: 5971.740723
	Iteration 241Q: 3 clusters Score -2.263933e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 165267 members 
Entering Unmasked Estep 
Score: -22639326.000000 Penalty: 5971.740723
	Iteration 242Q: 3 clusters Score -2.263933e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 165306 members 
Entering Unmasked Estep 
Score: -22639324.000000 Penalty: 5971.740723
	Iteration 243Q: 3 clusters Score -2.263932e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 165350 members 
Entering Unmasked Estep 
Score: -22639314.000000 Penalty: 5971.740723
	Iteration 244Q: 3 clusters Score -2.263931e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 165385 members 
Entering Unmasked Estep 
Score: -22639294.000000 Penalty: 5971.740723
	Iteration 245Q: 3 clusters Score -2.263929e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 165407 members 
Entering Unmasked Estep 
Score: -22639272.000000 Penalty: 5971.740723
	Iteration 246Q: 3 clusters Score -2.263927e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 165423 members 
Entering Unmasked Estep 
Score: -22639270.000000 Penalty: 5971.740723
	Iteration 247Q: 3 clusters Score -2.263927e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 165446 members 
Entering Unmasked Estep 
Score: -22639274.000000 Penalty: 5971.740723
	Iteration 248Q: 3 clusters Score -2.263927e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 165470 members 
Entering Unmasked Estep 
Score: -22639246.000000 Penalty: 5971.740723
	Iteration 249Q: 3 clusters Score -2.263925e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 165492 members 
Entering Unmasked Estep 
Score: -22639246.000000 Penalty: 5971.740723
	Iteration 250Q: 3 clusters Score -2.263925e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 165512 members 
Entering Unmasked Estep 
Score: -22639266.000000 Penalty: 5971.740723
	Iteration 251Q: 3 clusters Score -2.263927e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 165529 members 
Entering Unmasked Estep 
Score: -22639266.000000 Penalty: 5971.740723
	Iteration 252Q: 3 clusters Score -2.263927e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 165542 members 
Entering Unmasked Estep 
Score: -22639230.000000 Penalty: 5971.740723
	Iteration 253Q: 3 clusters Score -2.263923e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 165552 members 
Entering Unmasked Estep 
Score: -22639228.000000 Penalty: 5971.740723
	Iteration 254Q: 3 clusters Score -2.263923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 165563 members 
Entering Unmasked Estep 
Score: -22639226.000000 Penalty: 5971.740723
	Iteration 255Q: 3 clusters Score -2.263923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 165571 members 
Entering Unmasked Estep 
Score: -22639210.000000 Penalty: 5971.740723
	Iteration 256Q: 3 clusters Score -2.263921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 165574 members 
Entering Unmasked Estep 
Score: -22639214.000000 Penalty: 5971.740723
	Iteration 257Q: 3 clusters Score -2.263921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 165576 members 
Entering Unmasked Estep 
Score: -22639216.000000 Penalty: 5971.740723
	Iteration 258Q: 3 clusters Score -2.263922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 165584 members 
Entering Unmasked Estep 
Score: -22639214.000000 Penalty: 5971.740723
	Iteration 259Q: 3 clusters Score -2.263921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 165591 members 
Entering Unmasked Estep 
Score: -22639232.000000 Penalty: 5971.740723
	Iteration 260F: 3 clusters Score -2.263923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 165593 members 
Entering Unmasked Estep 
Score: -22639236.000000 Penalty: 5971.740723
	Iteration 261Q: 3 clusters Score -2.263924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 165595 members 
Entering Unmasked Estep 
Score: -22639238.000000 Penalty: 5971.740723
	Iteration 262Q: 3 clusters Score -2.263924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 165596 members 
Entering Unmasked Estep 
Score: -22639224.000000 Penalty: 5971.740723
	Iteration 263Q: 3 clusters Score -2.263922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 165599 members 
Entering Unmasked Estep 
Score: -22639236.000000 Penalty: 5971.740723
	Iteration 264Q: 3 clusters Score -2.263924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 165604 members 
Entering Unmasked Estep 
Score: -22639226.000000 Penalty: 5971.740723
	Iteration 265Q: 3 clusters Score -2.263923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 165611 members 
Entering Unmasked Estep 
Score: -22639240.000000 Penalty: 5971.740723
	Iteration 266Q: 3 clusters Score -2.263924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 165620 members 
Entering Unmasked Estep 
Score: -22639224.000000 Penalty: 5971.740723
	Iteration 267Q: 3 clusters Score -2.263922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 165627 members 
Entering Unmasked Estep 
Score: -22639238.000000 Penalty: 5971.740723
	Iteration 268Q: 3 clusters Score -2.263924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 165639 members 
Entering Unmasked Estep 
Score: -22639258.000000 Penalty: 5971.740723
	Iteration 269Q: 3 clusters Score -2.263926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 165655 members 
Entering Unmasked Estep 
Score: -22639240.000000 Penalty: 5971.740723
	Iteration 270Q: 3 clusters Score -2.263924e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 165672 members 
Entering Unmasked Estep 
Score: -22639214.000000 Penalty: 5971.740723
	Iteration 271Q: 3 clusters Score -2.263921e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 165686 members 
Entering Unmasked Estep 
Score: -22639222.000000 Penalty: 5971.740723
	Iteration 272Q: 3 clusters Score -2.263922e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 165697 members 
Entering Unmasked Estep 
Score: -22639224.000000 Penalty: 5971.740723
	Iteration 273Q: 3 clusters Score -2.263922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 165705 members 
Entering Unmasked Estep 
Score: -22639244.000000 Penalty: 5971.740723
	Iteration 274Q: 3 clusters Score -2.263924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 165710 members 
Entering Unmasked Estep 
Score: -22639232.000000 Penalty: 5971.740723
	Iteration 275Q: 3 clusters Score -2.263923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 165717 members 
Entering Unmasked Estep 
Score: -22639222.000000 Penalty: 5971.740723
	Iteration 276Q: 3 clusters Score -2.263922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 165722 members 
Entering Unmasked Estep 
Score: -22639220.000000 Penalty: 5971.740723
	Iteration 277Q: 3 clusters Score -2.263922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 165726 members 
Entering Unmasked Estep 
Score: -22639218.000000 Penalty: 5971.740723
	Iteration 278Q: 3 clusters Score -2.263922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 165731 members 
Entering Unmasked Estep 
Score: -22639238.000000 Penalty: 5971.740723
	Iteration 279Q: 3 clusters Score -2.263924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 165735 members 
Entering Unmasked Estep 
Score: -22639222.000000 Penalty: 5971.740723
	Iteration 280F: 3 clusters Score -2.263922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 165737 members 
Entering Unmasked Estep 
Score: -22639218.000000 Penalty: 5971.740723
	Iteration 281Q: 3 clusters Score -2.263922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 165737 members 
Entering Unmasked Estep 
Score: -22639218.000000 Penalty: 5971.740723
	Iteration 282F: 3 clusters Score -2.263922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -91993.265625 Penalty: 1641.447266
	Iteration 0F: 2 clusters Score -91993.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -90257.195312 Penalty: 3282.894531
	Iteration 0F: 3 clusters Score -90257.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90525.765625 Penalty: 3282.894531
	Iteration 1F: 3 clusters Score -90525.77 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -90644.210938 Penalty: 3282.894531
	Iteration 2F: 3 clusters Score -90644.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -90812.109375 Penalty: 3282.894531
	Iteration 3Q: 3 clusters Score -90812.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -91160.640625 Penalty: 3282.894531
	Iteration 4Q: 3 clusters Score -91160.64 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91249.820312 Penalty: 3282.894531
	Iteration 5F: 3 clusters Score -91249.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -91302.656250 Penalty: 3282.894531
	Iteration 6Q: 3 clusters Score -91302.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -91343.203125 Penalty: 3282.894531
	Iteration 7Q: 3 clusters Score -91343.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -91377.085938 Penalty: 3282.894531
	Iteration 8Q: 3 clusters Score -91377.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -91402.976562 Penalty: 3282.894531
	Iteration 9Q: 3 clusters Score -91402.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -91437.570312 Penalty: 3282.894531
	Iteration 10Q: 3 clusters Score -91437.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -91475.070312 Penalty: 3282.894531
	Iteration 11Q: 3 clusters Score -91475.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -91488.796875 Penalty: 3282.894531
	Iteration 12Q: 3 clusters Score -91488.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -91497.015625 Penalty: 3282.894531
	Iteration 13Q: 3 clusters Score -91497.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -91511.812500 Penalty: 3282.894531
	Iteration 14Q: 3 clusters Score -91511.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -91530.164062 Penalty: 3282.894531
	Iteration 15Q: 3 clusters Score -91530.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -91541.171875 Penalty: 3282.894531
	Iteration 16Q: 3 clusters Score -91541.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -91556.093750 Penalty: 3282.894531
	Iteration 17Q: 3 clusters Score -91556.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -91569.460938 Penalty: 3282.894531
	Iteration 18Q: 3 clusters Score -91569.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -91602.710938 Penalty: 3282.894531
	Iteration 19Q: 3 clusters Score -91602.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -91651.843750 Penalty: 3282.894531
	Iteration 20F: 3 clusters Score -91651.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -91754.312500 Penalty: 3282.894531
	Iteration 21Q: 3 clusters Score -91754.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -91866.695312 Penalty: 3282.894531
	Iteration 22Q: 3 clusters Score -91866.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -91884.335938 Penalty: 3282.894531
	Iteration 23Q: 3 clusters Score -91884.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -91890.460938 Penalty: 3282.894531
	Iteration 24Q: 3 clusters Score -91890.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -91900.453125 Penalty: 3282.894531
	Iteration 25Q: 3 clusters Score -91900.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -91900.453125 Penalty: 3282.894531
	Iteration 26F: 3 clusters Score -91900.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -20896.152344 Penalty: 1278.016357
	Iteration 0F: 2 clusters Score -20896.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19788.365234 Penalty: 2556.032715
	Iteration 0F: 3 clusters Score -19788.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19829.144531 Penalty: 2556.032715
	Iteration 1Q: 3 clusters Score -19829.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19851.281250 Penalty: 2556.032715
	Iteration 2Q: 3 clusters Score -19851.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19851.281250 Penalty: 2556.032715
	Iteration 3F: 3 clusters Score -19851.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (51700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51700 members 
Entering Unmasked Estep 
Score: -6879926.000000 Penalty: 2691.596924
	Iteration 0F: 2 clusters Score -6879926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -6845131.500000 Penalty: 5383.193848
	Iteration 0F: 3 clusters Score -6845132 nChanged 23851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -6858458.500000 Penalty: 5383.193848
	Iteration 1F: 3 clusters Score -6858458 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -6859363.500000 Penalty: 5383.193848
	Iteration 2Q: 3 clusters Score -6859364 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -6860516.500000 Penalty: 5383.193848
	Iteration 3Q: 3 clusters Score -6860516 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -6862121.500000 Penalty: 5383.193848
	Iteration 4F: 3 clusters Score -6862122 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -6864418.500000 Penalty: 5383.193848
	Iteration 5F: 3 clusters Score -6864418 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -6867259.500000 Penalty: 5383.193848
	Iteration 6F: 3 clusters Score -6867260 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -6870411.500000 Penalty: 5383.193848
	Iteration 7F: 3 clusters Score -6870412 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -6872991.000000 Penalty: 5383.193848
	Iteration 8F: 3 clusters Score -6872991 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -6874349.500000 Penalty: 5383.193848
	Iteration 9Q: 3 clusters Score -6874350 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -6874954.000000 Penalty: 5383.193848
	Iteration 10Q: 3 clusters Score -6874954 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -6875376.500000 Penalty: 5383.193848
	Iteration 11Q: 3 clusters Score -6875376 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -6875666.000000 Penalty: 5383.193848
	Iteration 12Q: 3 clusters Score -6875666 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -6875878.000000 Penalty: 5383.193848
	Iteration 13Q: 3 clusters Score -6875878 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -6876058.000000 Penalty: 5383.193848
	Iteration 14Q: 3 clusters Score -6876058 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -6876283.500000 Penalty: 5383.193848
	Iteration 15Q: 3 clusters Score -6876284 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -6876467.000000 Penalty: 5383.193848
	Iteration 16Q: 3 clusters Score -6876467 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -6876638.500000 Penalty: 5383.193848
	Iteration 17Q: 3 clusters Score -6876638 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -6876763.000000 Penalty: 5383.193848
	Iteration 18Q: 3 clusters Score -6876763 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -6876849.500000 Penalty: 5383.193848
	Iteration 19Q: 3 clusters Score -6876850 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -6876976.000000 Penalty: 5383.193848
	Iteration 20F: 3 clusters Score -6876976 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -6877093.500000 Penalty: 5383.193848
	Iteration 21Q: 3 clusters Score -6877094 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -6877202.000000 Penalty: 5383.193848
	Iteration 22Q: 3 clusters Score -6877202 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -6877284.500000 Penalty: 5383.193848
	Iteration 23Q: 3 clusters Score -6877284 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -6877368.000000 Penalty: 5383.193848
	Iteration 24Q: 3 clusters Score -6877368 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -6877441.000000 Penalty: 5383.193848
	Iteration 25Q: 3 clusters Score -6877441 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -6877523.500000 Penalty: 5383.193848
	Iteration 26Q: 3 clusters Score -6877524 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -6877573.000000 Penalty: 5383.193848
	Iteration 27Q: 3 clusters Score -6877573 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -6877653.000000 Penalty: 5383.193848
	Iteration 28Q: 3 clusters Score -6877653 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -6877724.000000 Penalty: 5383.193848
	Iteration 29Q: 3 clusters Score -6877724 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -6877766.500000 Penalty: 5383.193848
	Iteration 30Q: 3 clusters Score -6877766 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -6877826.500000 Penalty: 5383.193848
	Iteration 31Q: 3 clusters Score -6877826 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -6877855.000000 Penalty: 5383.193848
	Iteration 32Q: 3 clusters Score -6877855 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -6877876.500000 Penalty: 5383.193848
	Iteration 33Q: 3 clusters Score -6877876 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -6877895.000000 Penalty: 5383.193848
	Iteration 34Q: 3 clusters Score -6877895 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -6877935.000000 Penalty: 5383.193848
	Iteration 35Q: 3 clusters Score -6877935 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -6877952.500000 Penalty: 5383.193848
	Iteration 36Q: 3 clusters Score -6877952 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -6877965.500000 Penalty: 5383.193848
	Iteration 37Q: 3 clusters Score -6877966 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -6877996.500000 Penalty: 5383.193848
	Iteration 38Q: 3 clusters Score -6877996 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -6878036.000000 Penalty: 5383.193848
	Iteration 39Q: 3 clusters Score -6878036 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -6878056.000000 Penalty: 5383.193848
	Iteration 40F: 3 clusters Score -6878056 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -6878059.500000 Penalty: 5383.193848
	Iteration 41Q: 3 clusters Score -6878060 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -6878056.000000 Penalty: 5383.193848
	Iteration 42Q: 3 clusters Score -6878056 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -6878068.500000 Penalty: 5383.193848
	Iteration 43Q: 3 clusters Score -6878068 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -6878080.000000 Penalty: 5383.193848
	Iteration 44Q: 3 clusters Score -6878080 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -6878090.500000 Penalty: 5383.193848
	Iteration 45Q: 3 clusters Score -6878090 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -6878089.000000 Penalty: 5383.193848
	Iteration 46Q: 3 clusters Score -6878089 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -6878075.500000 Penalty: 5383.193848
	Iteration 47Q: 3 clusters Score -6878076 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -6878116.000000 Penalty: 5383.193848
	Iteration 48Q: 3 clusters Score -6878116 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -6878122.500000 Penalty: 5383.193848
	Iteration 49Q: 3 clusters Score -6878122 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -6878134.500000 Penalty: 5383.193848
	Iteration 50Q: 3 clusters Score -6878134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -6878147.000000 Penalty: 5383.193848
	Iteration 51Q: 3 clusters Score -6878147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -6878144.500000 Penalty: 5383.193848
	Iteration 52Q: 3 clusters Score -6878144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -6878152.000000 Penalty: 5383.193848
	Iteration 53Q: 3 clusters Score -6878152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -6878161.000000 Penalty: 5383.193848
	Iteration 54Q: 3 clusters Score -6878161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -6878165.000000 Penalty: 5383.193848
	Iteration 55Q: 3 clusters Score -6878165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -6878180.000000 Penalty: 5383.193848
	Iteration 56Q: 3 clusters Score -6878180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -6878180.000000 Penalty: 5383.193848
	Iteration 57Q: 3 clusters Score -6878180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -6878188.500000 Penalty: 5383.193848
	Iteration 58Q: 3 clusters Score -6878188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -6878190.500000 Penalty: 5383.193848
	Iteration 59Q: 3 clusters Score -6878190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -6878186.500000 Penalty: 5383.193848
	Iteration 60F: 3 clusters Score -6878186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49260 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -6878194.500000 Penalty: 5383.193848
	Iteration 61Q: 3 clusters Score -6878194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -6878191.000000 Penalty: 5383.193848
	Iteration 62Q: 3 clusters Score -6878191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -6878192.500000 Penalty: 5383.193848
	Iteration 63Q: 3 clusters Score -6878192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49280 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -6878192.000000 Penalty: 5383.193848
	Iteration 64Q: 3 clusters Score -6878192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -6878202.000000 Penalty: 5383.193848
	Iteration 65Q: 3 clusters Score -6878202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -6878212.000000 Penalty: 5383.193848
	Iteration 66Q: 3 clusters Score -6878212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -6878215.500000 Penalty: 5383.193848
	Iteration 67Q: 3 clusters Score -6878216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49300 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -6878218.000000 Penalty: 5383.193848
	Iteration 68Q: 3 clusters Score -6878218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49300 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -6878218.000000 Penalty: 5383.193848
	Iteration 69F: 3 clusters Score -6878218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (74651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74651 members 
Entering Unmasked Estep 
Score: -9909924.000000 Penalty: 2782.703613
	Iteration 0F: 2 clusters Score -9909924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -9859859.000000 Penalty: 5565.407227
	Iteration 0F: 3 clusters Score -9859859 nChanged 34832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -9880225.000000 Penalty: 5565.407227
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Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 36349 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 36572 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9903958 nChanged 972
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Score: -9907910.000000 Penalty: 5565.407227
	Iteration 95Q: 3 clusters Score -9907910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72205 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -9907905.000000 Penalty: 5565.407227
	Iteration 96Q: 3 clusters Score -9907905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72206 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -9907906.000000 Penalty: 5565.407227
	Iteration 97Q: 3 clusters Score -9907906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72206 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -9907906.000000 Penalty: 5565.407227
	Iteration 98F: 3 clusters Score -9907906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (172932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172932 members 
Entering Unmasked Estep 
Score: -23126646.000000 Penalty: 2991.041992
	Iteration 0F: 2 clusters Score -2.312665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86563 members 
Mstep: Class 2 contains 86369 members 
Entering Unmasked Estep 
Score: -23017746.000000 Penalty: 5982.083984
	Iteration 0F: 3 clusters Score -2.301775e+07 nChanged 82787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86588 members 
Mstep: Class 2 contains 86344 members 
Entering Unmasked Estep 
Score: -23066576.000000 Penalty: 5982.083984
	Iteration 1F: 3 clusters Score -2.306658e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85974 members 
Mstep: Class 2 contains 86958 members 
Entering Unmasked Estep 
Score: -23068098.000000 Penalty: 5982.083984
	Iteration 2Q: 3 clusters Score -2.30681e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85079 members 
Mstep: Class 2 contains 87853 members 
Entering Unmasked Estep 
Score: -23069842.000000 Penalty: 5982.083984
	Iteration 3Q: 3 clusters Score -2.306984e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83663 members 
Mstep: Class 2 contains 89269 members 
Entering Unmasked Estep 
Score: -23071976.000000 Penalty: 5982.083984
	Iteration 4Q: 3 clusters Score -2.307198e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81641 members 
Mstep: Class 2 contains 91291 members 
Entering Unmasked Estep 
Score: -23074660.000000 Penalty: 5982.083984
	Iteration 5Q: 3 clusters Score -2.307466e+07 nChanged 8219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79014 members 
Mstep: Class 2 contains 93918 members 
Entering Unmasked Estep 
Score: -23077704.000000 Penalty: 5982.083984
	Iteration 6Q: 3 clusters Score -2.30777e+07 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75947 members 
Mstep: Class 2 contains 96985 members 
Entering Unmasked Estep 
Score: -23080594.000000 Penalty: 5982.083984
	Iteration 7Q: 3 clusters Score -2.308059e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72338 members 
Mstep: Class 2 contains 100594 members 
Entering Unmasked Estep 
Score: -23083572.000000 Penalty: 5982.083984
	Iteration 8Q: 3 clusters Score -2.308357e+07 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68062 members 
Mstep: Class 2 contains 104870 members 
Entering Unmasked Estep 
Score: -23086586.000000 Penalty: 5982.083984
	Iteration 9Q: 3 clusters Score -2.308659e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 109823 members 
Entering Unmasked Estep 
Score: -23089258.000000 Penalty: 5982.083984
	Iteration 10Q: 3 clusters Score -2.308926e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57246 members 
Mstep: Class 2 contains 115686 members 
Entering Unmasked Estep 
Score: -23092188.000000 Penalty: 5982.083984
	Iteration 11Q: 3 clusters Score -2.309219e+07 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 122628 members 
Entering Unmasked Estep 
Score: -23095838.000000 Penalty: 5982.083984
	Iteration 12Q: 3 clusters Score -2.309584e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 130293 members 
Entering Unmasked Estep 
Score: -23100350.000000 Penalty: 5982.083984
	Iteration 13Q: 3 clusters Score -2.310035e+07 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 138444 members 
Entering Unmasked Estep 
Score: -23105636.000000 Penalty: 5982.083984
	Iteration 14Q: 3 clusters Score -2.310564e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 146468 members 
Entering Unmasked Estep 
Score: -23111338.000000 Penalty: 5982.083984
	Iteration 15Q: 3 clusters Score -2.311134e+07 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 153840 members 
Entering Unmasked Estep 
Score: -23116898.000000 Penalty: 5982.083984
	Iteration 16Q: 3 clusters Score -2.31169e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 160530 members 
Entering Unmasked Estep 
Score: -23120858.000000 Penalty: 5982.083984
	Iteration 17Q: 3 clusters Score -2.312086e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 165744 members 
Entering Unmasked Estep 
Score: -23123092.000000 Penalty: 5982.083984
	Iteration 18Q: 3 clusters Score -2.312309e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 169080 members 
Entering Unmasked Estep 
Score: -23123880.000000 Penalty: 5982.083984
	Iteration 19Q: 3 clusters Score -2.312388e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 170861 members 
Entering Unmasked Estep 
Score: -23124108.000000 Penalty: 5982.083984
	Iteration 20F: 3 clusters Score -2.312411e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 171727 members 
Entering Unmasked Estep 
Score: -23124180.000000 Penalty: 5982.083984
	Iteration 21Q: 3 clusters Score -2.312418e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 172105 members 
Entering Unmasked Estep 
Score: -23124228.000000 Penalty: 5982.083984
	Iteration 22Q: 3 clusters Score -2.312423e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 172293 members 
Entering Unmasked Estep 
Score: -23124262.000000 Penalty: 5982.083984
	Iteration 23Q: 3 clusters Score -2.312426e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 172375 members 
Entering Unmasked Estep 
Score: -23124256.000000 Penalty: 5982.083984
	Iteration 24Q: 3 clusters Score -2.312426e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 172419 members 
Entering Unmasked Estep 
Score: -23124312.000000 Penalty: 5982.083984
	Iteration 25Q: 3 clusters Score -2.312431e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 172450 members 
Entering Unmasked Estep 
Score: -23124308.000000 Penalty: 5982.083984
	Iteration 26Q: 3 clusters Score -2.312431e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 172474 members 
Entering Unmasked Estep 
Score: -23124300.000000 Penalty: 5982.083984
	Iteration 27Q: 3 clusters Score -2.31243e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 172491 members 
Entering Unmasked Estep 
Score: -23124286.000000 Penalty: 5982.083984
	Iteration 28Q: 3 clusters Score -2.312429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 172496 members 
Entering Unmasked Estep 
Score: -23124306.000000 Penalty: 5982.083984
	Iteration 29Q: 3 clusters Score -2.312431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 172498 members 
Entering Unmasked Estep 
Score: -23124326.000000 Penalty: 5982.083984
	Iteration 30Q: 3 clusters Score -2.312433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 172503 members 
Entering Unmasked Estep 
Score: -23124328.000000 Penalty: 5982.083984
	Iteration 31Q: 3 clusters Score -2.312433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 172505 members 
Entering Unmasked Estep 
Score: -23124334.000000 Penalty: 5982.083984
	Iteration 32Q: 3 clusters Score -2.312433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 172506 members 
Entering Unmasked Estep 
Score: -23124332.000000 Penalty: 5982.083984
	Iteration 33Q: 3 clusters Score -2.312433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 172506 members 
Entering Unmasked Estep 
Score: -23124342.000000 Penalty: 5982.083984
	Iteration 34Q: 3 clusters Score -2.312434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 172506 members 
Entering Unmasked Estep 
Score: -23124342.000000 Penalty: 5982.083984
	Iteration 35Q: 3 clusters Score -2.312434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 172506 members 
Entering Unmasked Estep 
Score: -23124342.000000 Penalty: 5982.083984
	Iteration 36F: 3 clusters Score -2.312434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (177863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177863 members 
Entering Unmasked Estep 
Score: -24048978.000000 Penalty: 2998.014648
	Iteration 0F: 2 clusters Score -2.404898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88684 members 
Mstep: Class 2 contains 89179 members 
Entering Unmasked Estep 
Score: -23937240.000000 Penalty: 5996.029297
	Iteration 0F: 3 clusters Score -2.393724e+07 nChanged 85452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84178 members 
Mstep: Class 2 contains 93685 members 
Entering Unmasked Estep 
Score: -23986968.000000 Penalty: 5996.029297
	Iteration 1F: 3 clusters Score -2.398697e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81219 members 
Mstep: Class 2 contains 96644 members 
Entering Unmasked Estep 
Score: -23988020.000000 Penalty: 5996.029297
	Iteration 2Q: 3 clusters Score -2.398802e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76644 members 
Mstep: Class 2 contains 101219 members 
Entering Unmasked Estep 
Score: -23989546.000000 Penalty: 5996.029297
	Iteration 3Q: 3 clusters Score -2.398955e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69512 members 
Mstep: Class 2 contains 108351 members 
Entering Unmasked Estep 
Score: -23992632.000000 Penalty: 5996.029297
	Iteration 4Q: 3 clusters Score -2.399263e+07 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59065 members 
Mstep: Class 2 contains 118798 members 
Entering Unmasked Estep 
Score: -23998482.000000 Penalty: 5996.029297
	Iteration 5F: 3 clusters Score -2.399848e+07 nChanged 14348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 133056 members 
Entering Unmasked Estep 
Score: -24009194.000000 Penalty: 5996.029297
	Iteration 6F: 3 clusters Score -2.400919e+07 nChanged 16454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 149476 members 
Entering Unmasked Estep 
Score: -24025064.000000 Penalty: 5996.029297
	Iteration 7F: 3 clusters Score -2.402506e+07 nChanged 14794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 164268 members 
Entering Unmasked Estep 
Score: -24038412.000000 Penalty: 5996.029297
	Iteration 8F: 3 clusters Score -2.403841e+07 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 173268 members 
Entering Unmasked Estep 
Score: -24044348.000000 Penalty: 5996.029297
	Iteration 9F: 3 clusters Score -2.404435e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 176493 members 
Entering Unmasked Estep 
Score: -24045646.000000 Penalty: 5996.029297
	Iteration 10Q: 3 clusters Score -2.404565e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 177349 members 
Entering Unmasked Estep 
Score: -24045994.000000 Penalty: 5996.029297
	Iteration 11Q: 3 clusters Score -2.404599e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 177546 members 
Entering Unmasked Estep 
Score: -24046156.000000 Penalty: 5996.029297
	Iteration 12Q: 3 clusters Score -2.404616e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 177609 members 
Entering Unmasked Estep 
Score: -24046250.000000 Penalty: 5996.029297
	Iteration 13Q: 3 clusters Score -2.404625e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 177629 members 
Entering Unmasked Estep 
Score: -24046310.000000 Penalty: 5996.029297
	Iteration 14Q: 3 clusters Score -2.404631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 177640 members 
Entering Unmasked Estep 
Score: -24046338.000000 Penalty: 5996.029297
	Iteration 15Q: 3 clusters Score -2.404634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 177641 members 
Entering Unmasked Estep 
Score: -24046354.000000 Penalty: 5996.029297
	Iteration 16Q: 3 clusters Score -2.404635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 177642 members 
Entering Unmasked Estep 
Score: -24046382.000000 Penalty: 5996.029297
	Iteration 17Q: 3 clusters Score -2.404638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 177645 members 
Entering Unmasked Estep 
Score: -24046374.000000 Penalty: 5996.029297
	Iteration 18Q: 3 clusters Score -2.404637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 177648 members 
Entering Unmasked Estep 
Score: -24046398.000000 Penalty: 5996.029297
	Iteration 19Q: 3 clusters Score -2.40464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 177649 members 
Entering Unmasked Estep 
Score: -24046394.000000 Penalty: 5996.029297
	Iteration 20F: 3 clusters Score -2.404639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -70543.421875 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -70543.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -69016.796875 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -69016.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69561.523438 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -69561.52 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -69985.585938 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -69985.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -70228.960938 Penalty: 3184.317383
	Iteration 3F: 3 clusters Score -70228.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -70381.828125 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -70381.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -70458.695312 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -70458.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -70507.718750 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -70507.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -70586.054688 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -70586.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -70640.460938 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -70640.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -70715.375000 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -70715.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -70760.570312 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -70760.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -70808.476562 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -70808.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -70936.312500 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -70936.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -71001.781250 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -71001.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -71073.500000 Penalty: 3184.317383
	Iteration 14Q: 3 clusters Score -71073.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -71170.773438 Penalty: 3184.317383
	Iteration 15Q: 3 clusters Score -71170.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -71209.820312 Penalty: 3184.317383
	Iteration 16Q: 3 clusters Score -71209.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -71255.585938 Penalty: 3184.317383
	Iteration 17Q: 3 clusters Score -71255.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -71393.984375 Penalty: 3184.317383
	Iteration 18Q: 3 clusters Score -71393.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -71513.562500 Penalty: 3184.317383
	Iteration 19Q: 3 clusters Score -71513.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -71518.718750 Penalty: 3184.317383
	Iteration 20F: 3 clusters Score -71518.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62242 members 
Mstep: Class 3 contains 189353 members 
Mstep: Class 4 contains 55442 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100720 members 
Mstep: Class 7 contains 8902 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111578 members 
Mstep: Class 10 contains 178035 members 
Mstep: Class 11 contains 5991 members 
Mstep: Class 12 contains 11952 members 
Mstep: Class 13 contains 169363 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51700 members 
Mstep: Class 17 contains 74651 members 
Mstep: Class 18 contains 172932 members 
Mstep: Class 19 contains 177863 members 
Mstep: Class 20 contains 209 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2635 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 405 members 
Entering Unmasked Estep 
Score: -180413536.000000 Penalty: 87655.367188
Splitting cluster 20 changes total score from -180414864.000000 to -180413536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -47589.578125 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -47589.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46168.730469 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -46168.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46287.941406 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -46287.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46324.753906 Penalty: 2952.808594
	Iteration 2Q: 3 clusters Score -46324.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46341.285156 Penalty: 2952.808594
	Iteration 3Q: 3 clusters Score -46341.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46348.398438 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -46348.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46348.398438 Penalty: 2952.808594
	Iteration 5F: 3 clusters Score -46348.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Entering Unmasked Estep 
Score: -53073.667969 Penalty: 1508.955811
	Iteration 0F: 2 clusters Score -53073.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51587.359375 Penalty: 3017.911621
	Iteration 0F: 3 clusters Score -51587.36 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51752.757812 Penalty: 3017.911621
	Iteration 1F: 3 clusters Score -51752.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51815.089844 Penalty: 3017.911621
	Iteration 2F: 3 clusters Score -51815.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51846.820312 Penalty: 3017.911621
	Iteration 3Q: 3 clusters Score -51846.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51875.902344 Penalty: 3017.911621
	Iteration 4Q: 3 clusters Score -51875.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51895.066406 Penalty: 3017.911621
	Iteration 5Q: 3 clusters Score -51895.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51901.199219 Penalty: 3017.911621
	Iteration 6Q: 3 clusters Score -51901.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51909.332031 Penalty: 3017.911621
	Iteration 7Q: 3 clusters Score -51909.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51911.472656 Penalty: 3017.911621
	Iteration 8Q: 3 clusters Score -51911.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51913.835938 Penalty: 3017.911621
	Iteration 9Q: 3 clusters Score -51913.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51913.835938 Penalty: 3017.911621
	Iteration 10F: 3 clusters Score -51913.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Entering Unmasked Estep 
Score: -347150.718750 Penalty: 1953.406372
	Iteration 0F: 2 clusters Score -347150.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -344135.781250 Penalty: 3906.812744
	Iteration 0F: 3 clusters Score -344135.8 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -344736.500000 Penalty: 3906.812744
	Iteration 1F: 3 clusters Score -344736.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -344898.500000 Penalty: 3906.812744
	Iteration 2F: 3 clusters Score -344898.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -344983.937500 Penalty: 3906.812744
	Iteration 3Q: 3 clusters Score -344983.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -345033.218750 Penalty: 3906.812744
	Iteration 4Q: 3 clusters Score -345033.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -345073.718750 Penalty: 3906.812744
	Iteration 5Q: 3 clusters Score -345073.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -345101.843750 Penalty: 3906.812744
	Iteration 6Q: 3 clusters Score -345101.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -345125.625000 Penalty: 3906.812744
	Iteration 7Q: 3 clusters Score -345125.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -345155.000000 Penalty: 3906.812744
	Iteration 8Q: 3 clusters Score -345155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -345168.031250 Penalty: 3906.812744
	Iteration 9Q: 3 clusters Score -345168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -345176.687500 Penalty: 3906.812744
	Iteration 10Q: 3 clusters Score -345176.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -345183.218750 Penalty: 3906.812744
	Iteration 11Q: 3 clusters Score -345183.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -345188.218750 Penalty: 3906.812744
	Iteration 12Q: 3 clusters Score -345188.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -345193.937500 Penalty: 3906.812744
	Iteration 13Q: 3 clusters Score -345193.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -345200.562500 Penalty: 3906.812744
	Iteration 14Q: 3 clusters Score -345200.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -345203.968750 Penalty: 3906.812744
	Iteration 15Q: 3 clusters Score -345204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -345206.968750 Penalty: 3906.812744
	Iteration 16Q: 3 clusters Score -345207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -345210.781250 Penalty: 3906.812744
	Iteration 17Q: 3 clusters Score -345210.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -345215.312500 Penalty: 3906.812744
	Iteration 18Q: 3 clusters Score -345215.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -345217.906250 Penalty: 3906.812744
	Iteration 19Q: 3 clusters Score -345217.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -345219.281250 Penalty: 3906.812744
	Iteration 20F: 3 clusters Score -345219.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -345220.281250 Penalty: 3906.812744
	Iteration 21Q: 3 clusters Score -345220.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -345221.125000 Penalty: 3906.812744
	Iteration 22Q: 3 clusters Score -345221.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -345221.437500 Penalty: 3906.812744
	Iteration 23Q: 3 clusters Score -345221.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -345222.218750 Penalty: 3906.812744
	Iteration 24Q: 3 clusters Score -345222.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -345223.343750 Penalty: 3906.812744
	Iteration 25Q: 3 clusters Score -345223.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -345224.312500 Penalty: 3906.812744
	Iteration 26Q: 3 clusters Score -345224.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -345224.468750 Penalty: 3906.812744
	Iteration 27Q: 3 clusters Score -345224.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -345225.062500 Penalty: 3906.812744
	Iteration 28Q: 3 clusters Score -345225.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -345225.062500 Penalty: 3906.812744
	Iteration 29F: 3 clusters Score -345225.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -71190.773438 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -71190.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -69605.203125 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -69605.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -69942.390625 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -69942.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -70138.875000 Penalty: 3148.305176
	Iteration 2F: 3 clusters Score -70138.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -70207.531250 Penalty: 3148.305176
	Iteration 3Q: 3 clusters Score -70207.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -70252.007812 Penalty: 3148.305176
	Iteration 4Q: 3 clusters Score -70252.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -70276.195312 Penalty: 3148.305176
	Iteration 5Q: 3 clusters Score -70276.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -70298.296875 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -70298.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -70307.039062 Penalty: 3148.305176
	Iteration 7Q: 3 clusters Score -70307.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -70322.000000 Penalty: 3148.305176
	Iteration 8Q: 3 clusters Score -70322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -70333.054688 Penalty: 3148.305176
	Iteration 9Q: 3 clusters Score -70333.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -70334.789062 Penalty: 3148.305176
	Iteration 10Q: 3 clusters Score -70334.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -70334.789062 Penalty: 3148.305176
	Iteration 11F: 3 clusters Score -70334.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62242 members 
Mstep: Class 3 contains 189353 members 
Mstep: Class 4 contains 55442 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100720 members 
Mstep: Class 7 contains 8902 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111578 members 
Mstep: Class 10 contains 178035 members 
Mstep: Class 11 contains 5991 members 
Mstep: Class 12 contains 11952 members 
Mstep: Class 13 contains 169363 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51700 members 
Mstep: Class 17 contains 74651 members 
Mstep: Class 18 contains 172932 members 
Mstep: Class 19 contains 177863 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2635 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414544.000000 Penalty: 84149.148438
Iteration 239Q: 25 clusters Score -1.804145e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62226 members 
Mstep: Class 3 contains 189358 members 
Mstep: Class 4 contains 55434 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100713 members 
Mstep: Class 7 contains 8901 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111594 members 
Mstep: Class 10 contains 178014 members 
Mstep: Class 11 contains 5995 members 
Mstep: Class 12 contains 11954 members 
Mstep: Class 13 contains 169376 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51698 members 
Mstep: Class 17 contains 74659 members 
Mstep: Class 18 contains 172905 members 
Mstep: Class 19 contains 177896 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2636 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414512.000000 Penalty: 84149.148438
Iteration 240F: 25 clusters Score -1.804145e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62213 members 
Mstep: Class 3 contains 189385 members 
Mstep: Class 4 contains 55420 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100700 members 
Mstep: Class 7 contains 8900 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111618 members 
Mstep: Class 10 contains 177985 members 
Mstep: Class 11 contains 6001 members 
Mstep: Class 12 contains 11959 members 
Mstep: Class 13 contains 169397 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51693 members 
Mstep: Class 17 contains 74660 members 
Mstep: Class 18 contains 172876 members 
Mstep: Class 19 contains 177915 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414512.000000 Penalty: 84149.148438
Iteration 241Q: 25 clusters Score -1.804145e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62200 members 
Mstep: Class 3 contains 189400 members 
Mstep: Class 4 contains 55405 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100685 members 
Mstep: Class 7 contains 8900 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111646 members 
Mstep: Class 10 contains 177975 members 
Mstep: Class 11 contains 6003 members 
Mstep: Class 12 contains 11957 members 
Mstep: Class 13 contains 169405 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51684 members 
Mstep: Class 17 contains 74666 members 
Mstep: Class 18 contains 172870 members 
Mstep: Class 19 contains 177929 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2635 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414720.000000 Penalty: 84149.148438
Iteration 242Q: 25 clusters Score -1.804147e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62184 members 
Mstep: Class 3 contains 189430 members 
Mstep: Class 4 contains 55385 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100672 members 
Mstep: Class 7 contains 8900 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111652 members 
Mstep: Class 10 contains 177979 members 
Mstep: Class 11 contains 6001 members 
Mstep: Class 12 contains 11954 members 
Mstep: Class 13 contains 169412 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51671 members 
Mstep: Class 17 contains 74660 members 
Mstep: Class 18 contains 172865 members 
Mstep: Class 19 contains 177961 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2634 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414544.000000 Penalty: 84149.148438
Iteration 243Q: 25 clusters Score -1.804145e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62179 members 
Mstep: Class 3 contains 189447 members 
Mstep: Class 4 contains 55371 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100662 members 
Mstep: Class 7 contains 8900 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111665 members 
Mstep: Class 10 contains 177980 members 
Mstep: Class 11 contains 6002 members 
Mstep: Class 12 contains 11952 members 
Mstep: Class 13 contains 169414 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51652 members 
Mstep: Class 17 contains 74656 members 
Mstep: Class 18 contains 172860 members 
Mstep: Class 19 contains 177988 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414320.000000 Penalty: 84149.148438
Iteration 244Q: 25 clusters Score -1.804143e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62170 members 
Mstep: Class 3 contains 189461 members 
Mstep: Class 4 contains 55356 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100653 members 
Mstep: Class 7 contains 8899 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111684 members 
Mstep: Class 10 contains 177975 members 
Mstep: Class 11 contains 6002 members 
Mstep: Class 12 contains 11952 members 
Mstep: Class 13 contains 169419 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51639 members 
Mstep: Class 17 contains 74654 members 
Mstep: Class 18 contains 172846 members 
Mstep: Class 19 contains 178015 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2634 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414288.000000 Penalty: 84149.148438
Iteration 245Q: 25 clusters Score -1.804143e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62166 members 
Mstep: Class 3 contains 189470 members 
Mstep: Class 4 contains 55336 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100643 members 
Mstep: Class 7 contains 8899 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111698 members 
Mstep: Class 10 contains 177962 members 
Mstep: Class 11 contains 6002 members 
Mstep: Class 12 contains 11954 members 
Mstep: Class 13 contains 169424 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51629 members 
Mstep: Class 17 contains 74649 members 
Mstep: Class 18 contains 172846 members 
Mstep: Class 19 contains 178046 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2635 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414416.000000 Penalty: 84149.148438
Iteration 246Q: 25 clusters Score -1.804144e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62149 members 
Mstep: Class 3 contains 189485 members 
Mstep: Class 4 contains 55318 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100633 members 
Mstep: Class 7 contains 8898 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111728 members 
Mstep: Class 10 contains 177936 members 
Mstep: Class 11 contains 6003 members 
Mstep: Class 12 contains 11952 members 
Mstep: Class 13 contains 169442 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51621 members 
Mstep: Class 17 contains 74641 members 
Mstep: Class 18 contains 172849 members 
Mstep: Class 19 contains 178070 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2634 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414528.000000 Penalty: 84149.148438
Iteration 247Q: 25 clusters Score -1.804145e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62138 members 
Mstep: Class 3 contains 189486 members 
Mstep: Class 4 contains 55298 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100627 members 
Mstep: Class 7 contains 8895 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111769 members 
Mstep: Class 10 contains 177940 members 
Mstep: Class 11 contains 6003 members 
Mstep: Class 12 contains 11950 members 
Mstep: Class 13 contains 169452 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51606 members 
Mstep: Class 17 contains 74642 members 
Mstep: Class 18 contains 172833 members 
Mstep: Class 19 contains 178085 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2635 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414448.000000 Penalty: 84149.148438
Iteration 248Q: 25 clusters Score -1.804144e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62125 members 
Mstep: Class 3 contains 189486 members 
Mstep: Class 4 contains 55295 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100619 members 
Mstep: Class 7 contains 8895 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111815 members 
Mstep: Class 10 contains 177937 members 
Mstep: Class 11 contains 6004 members 
Mstep: Class 12 contains 11948 members 
Mstep: Class 13 contains 169468 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51595 members 
Mstep: Class 17 contains 74643 members 
Mstep: Class 18 contains 172809 members 
Mstep: Class 19 contains 178084 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2636 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414384.000000 Penalty: 84149.148438
Iteration 249Q: 25 clusters Score -1.804144e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62113 members 
Mstep: Class 3 contains 189481 members 
Mstep: Class 4 contains 55290 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100610 members 
Mstep: Class 7 contains 8895 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111845 members 
Mstep: Class 10 contains 177944 members 
Mstep: Class 11 contains 6005 members 
Mstep: Class 12 contains 11946 members 
Mstep: Class 13 contains 169498 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51591 members 
Mstep: Class 17 contains 74634 members 
Mstep: Class 18 contains 172798 members 
Mstep: Class 19 contains 178072 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414448.000000 Penalty: 84149.148438
Iteration 250Q: 25 clusters Score -1.804144e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62100 members 
Mstep: Class 3 contains 189473 members 
Mstep: Class 4 contains 55282 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100604 members 
Mstep: Class 7 contains 8895 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111884 members 
Mstep: Class 10 contains 177948 members 
Mstep: Class 11 contains 6005 members 
Mstep: Class 12 contains 11947 members 
Mstep: Class 13 contains 169524 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51587 members 
Mstep: Class 17 contains 74627 members 
Mstep: Class 18 contains 172771 members 
Mstep: Class 19 contains 178075 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414400.000000 Penalty: 84149.148438
Iteration 251Q: 25 clusters Score -1.804144e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62085 members 
Mstep: Class 3 contains 189474 members 
Mstep: Class 4 contains 55279 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100598 members 
Mstep: Class 7 contains 8895 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111914 members 
Mstep: Class 10 contains 177935 members 
Mstep: Class 11 contains 6005 members 
Mstep: Class 12 contains 11941 members 
Mstep: Class 13 contains 169540 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51577 members 
Mstep: Class 17 contains 74623 members 
Mstep: Class 18 contains 172747 members 
Mstep: Class 19 contains 178109 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414256.000000 Penalty: 84149.148438
Iteration 252Q: 25 clusters Score -1.804143e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62071 members 
Mstep: Class 3 contains 189470 members 
Mstep: Class 4 contains 55275 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100594 members 
Mstep: Class 7 contains 8895 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111937 members 
Mstep: Class 10 contains 177916 members 
Mstep: Class 11 contains 6006 members 
Mstep: Class 12 contains 11934 members 
Mstep: Class 13 contains 169545 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51570 members 
Mstep: Class 17 contains 74617 members 
Mstep: Class 18 contains 172756 members 
Mstep: Class 19 contains 178136 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414288.000000 Penalty: 84149.148438
Iteration 253Q: 25 clusters Score -1.804143e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62066 members 
Mstep: Class 3 contains 189463 members 
Mstep: Class 4 contains 55272 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100584 members 
Mstep: Class 7 contains 8895 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111967 members 
Mstep: Class 10 contains 177900 members 
Mstep: Class 11 contains 6007 members 
Mstep: Class 12 contains 11932 members 
Mstep: Class 13 contains 169552 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51561 members 
Mstep: Class 17 contains 74608 members 
Mstep: Class 18 contains 172770 members 
Mstep: Class 19 contains 178145 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414080.000000 Penalty: 84149.148438
Iteration 254Q: 25 clusters Score -1.804141e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62059 members 
Mstep: Class 3 contains 189474 members 
Mstep: Class 4 contains 55269 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100578 members 
Mstep: Class 7 contains 8894 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 111992 members 
Mstep: Class 10 contains 177890 members 
Mstep: Class 11 contains 6009 members 
Mstep: Class 12 contains 11935 members 
Mstep: Class 13 contains 169544 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51556 members 
Mstep: Class 17 contains 74603 members 
Mstep: Class 18 contains 172761 members 
Mstep: Class 19 contains 178160 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2636 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414176.000000 Penalty: 84149.148438
Iteration 255Q: 25 clusters Score -1.804142e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62054 members 
Mstep: Class 3 contains 189479 members 
Mstep: Class 4 contains 55265 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100573 members 
Mstep: Class 7 contains 8892 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112003 members 
Mstep: Class 10 contains 177888 members 
Mstep: Class 11 contains 6010 members 
Mstep: Class 12 contains 11935 members 
Mstep: Class 13 contains 169559 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51557 members 
Mstep: Class 17 contains 74597 members 
Mstep: Class 18 contains 172754 members 
Mstep: Class 19 contains 178160 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2633 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414320.000000 Penalty: 84149.148438
Iteration 256Q: 25 clusters Score -1.804143e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62043 members 
Mstep: Class 3 contains 189477 members 
Mstep: Class 4 contains 55262 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100561 members 
Mstep: Class 7 contains 8891 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112023 members 
Mstep: Class 10 contains 177874 members 
Mstep: Class 11 contains 6010 members 
Mstep: Class 12 contains 11932 members 
Mstep: Class 13 contains 169595 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51558 members 
Mstep: Class 17 contains 74588 members 
Mstep: Class 18 contains 172752 members 
Mstep: Class 19 contains 178161 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414400.000000 Penalty: 84149.148438
Iteration 257Q: 25 clusters Score -1.804144e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62033 members 
Mstep: Class 3 contains 189464 members 
Mstep: Class 4 contains 55261 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100559 members 
Mstep: Class 7 contains 8887 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112044 members 
Mstep: Class 10 contains 177868 members 
Mstep: Class 11 contains 6010 members 
Mstep: Class 12 contains 11934 members 
Mstep: Class 13 contains 169623 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51552 members 
Mstep: Class 17 contains 74576 members 
Mstep: Class 18 contains 172750 members 
Mstep: Class 19 contains 178167 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414272.000000 Penalty: 84149.148438
Iteration 258Q: 25 clusters Score -1.804143e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62027 members 
Mstep: Class 3 contains 189462 members 
Mstep: Class 4 contains 55262 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100558 members 
Mstep: Class 7 contains 8886 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112067 members 
Mstep: Class 10 contains 177867 members 
Mstep: Class 11 contains 6011 members 
Mstep: Class 12 contains 11934 members 
Mstep: Class 13 contains 169631 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51547 members 
Mstep: Class 17 contains 74559 members 
Mstep: Class 18 contains 172759 members 
Mstep: Class 19 contains 178157 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2633 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414240.000000 Penalty: 84149.148438
Iteration 259Q: 25 clusters Score -1.804142e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 62023 members 
Mstep: Class 3 contains 189460 members 
Mstep: Class 4 contains 55254 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100552 members 
Mstep: Class 7 contains 8886 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112099 members 
Mstep: Class 10 contains 177872 members 
Mstep: Class 11 contains 6008 members 
Mstep: Class 12 contains 11931 members 
Mstep: Class 13 contains 169645 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51542 members 
Mstep: Class 17 contains 74558 members 
Mstep: Class 18 contains 172748 members 
Mstep: Class 19 contains 178149 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2633 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414368.000000 Penalty: 84149.148438
Iteration 260F: 25 clusters Score -1.804144e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62021 members 
Mstep: Class 3 contains 189453 members 
Mstep: Class 4 contains 55245 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100548 members 
Mstep: Class 7 contains 8886 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112123 members 
Mstep: Class 10 contains 177882 members 
Mstep: Class 11 contains 6004 members 
Mstep: Class 12 contains 11929 members 
Mstep: Class 13 contains 169652 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51539 members 
Mstep: Class 17 contains 74554 members 
Mstep: Class 18 contains 172743 members 
Mstep: Class 19 contains 178148 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414512.000000 Penalty: 84149.148438
Iteration 261Q: 25 clusters Score -1.804145e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62027 members 
Mstep: Class 3 contains 189438 members 
Mstep: Class 4 contains 55242 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100544 members 
Mstep: Class 7 contains 8886 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112153 members 
Mstep: Class 10 contains 177905 members 
Mstep: Class 11 contains 6004 members 
Mstep: Class 12 contains 11925 members 
Mstep: Class 13 contains 169650 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51535 members 
Mstep: Class 17 contains 74545 members 
Mstep: Class 18 contains 172732 members 
Mstep: Class 19 contains 178142 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2631 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414480.000000 Penalty: 84149.148438
Iteration 262Q: 25 clusters Score -1.804145e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62021 members 
Mstep: Class 3 contains 189422 members 
Mstep: Class 4 contains 55232 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100542 members 
Mstep: Class 7 contains 8886 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112199 members 
Mstep: Class 10 contains 177917 members 
Mstep: Class 11 contains 6004 members 
Mstep: Class 12 contains 11925 members 
Mstep: Class 13 contains 169652 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51533 members 
Mstep: Class 17 contains 74535 members 
Mstep: Class 18 contains 172724 members 
Mstep: Class 19 contains 178135 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414288.000000 Penalty: 84149.148438
Iteration 263Q: 25 clusters Score -1.804143e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62019 members 
Mstep: Class 3 contains 189417 members 
Mstep: Class 4 contains 55226 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100540 members 
Mstep: Class 7 contains 8886 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112236 members 
Mstep: Class 10 contains 177917 members 
Mstep: Class 11 contains 6004 members 
Mstep: Class 12 contains 11922 members 
Mstep: Class 13 contains 169654 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51528 members 
Mstep: Class 17 contains 74536 members 
Mstep: Class 18 contains 172715 members 
Mstep: Class 19 contains 178127 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414224.000000 Penalty: 84149.148438
Iteration 264Q: 25 clusters Score -1.804142e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62017 members 
Mstep: Class 3 contains 189407 members 
Mstep: Class 4 contains 55214 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100534 members 
Mstep: Class 7 contains 8886 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112280 members 
Mstep: Class 10 contains 177924 members 
Mstep: Class 11 contains 6003 members 
Mstep: Class 12 contains 11921 members 
Mstep: Class 13 contains 169652 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51522 members 
Mstep: Class 17 contains 74533 members 
Mstep: Class 18 contains 172708 members 
Mstep: Class 19 contains 178124 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2634 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414288.000000 Penalty: 84149.148438
Iteration 265Q: 25 clusters Score -1.804143e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62014 members 
Mstep: Class 3 contains 189407 members 
Mstep: Class 4 contains 55211 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100527 members 
Mstep: Class 7 contains 8886 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112321 members 
Mstep: Class 10 contains 177909 members 
Mstep: Class 11 contains 6003 members 
Mstep: Class 12 contains 11918 members 
Mstep: Class 13 contains 169655 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51521 members 
Mstep: Class 17 contains 74525 members 
Mstep: Class 18 contains 172709 members 
Mstep: Class 19 contains 178119 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2634 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414192.000000 Penalty: 84149.148438
Iteration 266Q: 25 clusters Score -1.804142e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62006 members 
Mstep: Class 3 contains 189408 members 
Mstep: Class 4 contains 55210 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100518 members 
Mstep: Class 7 contains 8886 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112352 members 
Mstep: Class 10 contains 177916 members 
Mstep: Class 11 contains 6004 members 
Mstep: Class 12 contains 11921 members 
Mstep: Class 13 contains 169645 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51518 members 
Mstep: Class 17 contains 74517 members 
Mstep: Class 18 contains 172721 members 
Mstep: Class 19 contains 178103 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2634 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414240.000000 Penalty: 84149.148438
Iteration 267Q: 25 clusters Score -1.804142e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62008 members 
Mstep: Class 3 contains 189397 members 
Mstep: Class 4 contains 55199 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100512 members 
Mstep: Class 7 contains 8886 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112374 members 
Mstep: Class 10 contains 177921 members 
Mstep: Class 11 contains 6008 members 
Mstep: Class 12 contains 11921 members 
Mstep: Class 13 contains 169639 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51519 members 
Mstep: Class 17 contains 74513 members 
Mstep: Class 18 contains 172717 members 
Mstep: Class 19 contains 178111 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2634 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414112.000000 Penalty: 84149.148438
Iteration 268Q: 25 clusters Score -1.804141e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62010 members 
Mstep: Class 3 contains 189402 members 
Mstep: Class 4 contains 55188 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100499 members 
Mstep: Class 7 contains 8886 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112403 members 
Mstep: Class 10 contains 177930 members 
Mstep: Class 11 contains 6010 members 
Mstep: Class 12 contains 11922 members 
Mstep: Class 13 contains 169645 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51517 members 
Mstep: Class 17 contains 74503 members 
Mstep: Class 18 contains 172714 members 
Mstep: Class 19 contains 178096 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2634 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414096.000000 Penalty: 84149.148438
Iteration 269Q: 25 clusters Score -1.804141e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62009 members 
Mstep: Class 3 contains 189411 members 
Mstep: Class 4 contains 55180 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100486 members 
Mstep: Class 7 contains 8885 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112432 members 
Mstep: Class 10 contains 177938 members 
Mstep: Class 11 contains 6011 members 
Mstep: Class 12 contains 11922 members 
Mstep: Class 13 contains 169636 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51517 members 
Mstep: Class 17 contains 74496 members 
Mstep: Class 18 contains 172719 members 
Mstep: Class 19 contains 178085 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414080.000000 Penalty: 84149.148438
Iteration 270Q: 25 clusters Score -1.804141e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62003 members 
Mstep: Class 3 contains 189410 members 
Mstep: Class 4 contains 55169 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100486 members 
Mstep: Class 7 contains 8885 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112445 members 
Mstep: Class 10 contains 177951 members 
Mstep: Class 11 contains 6015 members 
Mstep: Class 12 contains 11924 members 
Mstep: Class 13 contains 169643 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51519 members 
Mstep: Class 17 contains 74492 members 
Mstep: Class 18 contains 172714 members 
Mstep: Class 19 contains 178071 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413888.000000 Penalty: 84149.148438
Iteration 271Q: 25 clusters Score -1.804139e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62001 members 
Mstep: Class 3 contains 189421 members 
Mstep: Class 4 contains 55152 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100480 members 
Mstep: Class 7 contains 8885 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112464 members 
Mstep: Class 10 contains 177957 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 11921 members 
Mstep: Class 13 contains 169646 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51513 members 
Mstep: Class 17 contains 74494 members 
Mstep: Class 18 contains 172725 members 
Mstep: Class 19 contains 178050 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2630 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413936.000000 Penalty: 84149.148438
Iteration 272Q: 25 clusters Score -1.804139e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 62001 members 
Mstep: Class 3 contains 189423 members 
Mstep: Class 4 contains 55140 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100481 members 
Mstep: Class 7 contains 8885 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112489 members 
Mstep: Class 10 contains 177963 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 11920 members 
Mstep: Class 13 contains 169648 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51508 members 
Mstep: Class 17 contains 74487 members 
Mstep: Class 18 contains 172740 members 
Mstep: Class 19 contains 178025 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2628 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414064.000000 Penalty: 84149.148438
Iteration 273Q: 25 clusters Score -1.804141e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61991 members 
Mstep: Class 3 contains 189429 members 
Mstep: Class 4 contains 55127 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100478 members 
Mstep: Class 7 contains 8884 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112509 members 
Mstep: Class 10 contains 177978 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 11921 members 
Mstep: Class 13 contains 169650 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51503 members 
Mstep: Class 17 contains 74484 members 
Mstep: Class 18 contains 172735 members 
Mstep: Class 19 contains 178021 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2624 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414176.000000 Penalty: 84149.148438
Iteration 274Q: 25 clusters Score -1.804142e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61990 members 
Mstep: Class 3 contains 189430 members 
Mstep: Class 4 contains 55118 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100467 members 
Mstep: Class 7 contains 8883 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112532 members 
Mstep: Class 10 contains 177985 members 
Mstep: Class 11 contains 6030 members 
Mstep: Class 12 contains 11920 members 
Mstep: Class 13 contains 169642 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51504 members 
Mstep: Class 17 contains 74479 members 
Mstep: Class 18 contains 172746 members 
Mstep: Class 19 contains 178015 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414112.000000 Penalty: 84149.148438
Iteration 275Q: 25 clusters Score -1.804141e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61978 members 
Mstep: Class 3 contains 189432 members 
Mstep: Class 4 contains 55110 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100455 members 
Mstep: Class 7 contains 8882 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112555 members 
Mstep: Class 10 contains 178010 members 
Mstep: Class 11 contains 6033 members 
Mstep: Class 12 contains 11918 members 
Mstep: Class 13 contains 169627 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51503 members 
Mstep: Class 17 contains 74476 members 
Mstep: Class 18 contains 172757 members 
Mstep: Class 19 contains 178016 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414048.000000 Penalty: 84149.148438
Iteration 276Q: 25 clusters Score -1.80414e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61975 members 
Mstep: Class 3 contains 189444 members 
Mstep: Class 4 contains 55102 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100441 members 
Mstep: Class 7 contains 8881 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112571 members 
Mstep: Class 10 contains 178040 members 
Mstep: Class 11 contains 6038 members 
Mstep: Class 12 contains 11915 members 
Mstep: Class 13 contains 169610 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51501 members 
Mstep: Class 17 contains 74481 members 
Mstep: Class 18 contains 172757 members 
Mstep: Class 19 contains 178010 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414112.000000 Penalty: 84149.148438
Iteration 277Q: 25 clusters Score -1.804141e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61965 members 
Mstep: Class 3 contains 189450 members 
Mstep: Class 4 contains 55101 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100433 members 
Mstep: Class 7 contains 8880 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112596 members 
Mstep: Class 10 contains 178041 members 
Mstep: Class 11 contains 6042 members 
Mstep: Class 12 contains 11913 members 
Mstep: Class 13 contains 169593 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51501 members 
Mstep: Class 17 contains 74480 members 
Mstep: Class 18 contains 172748 members 
Mstep: Class 19 contains 178034 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2582 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414096.000000 Penalty: 84149.148438
Iteration 278Q: 25 clusters Score -1.804141e+08 nChanged 314
Entering ConstructFrom: 
Score: -180414096.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (3161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Entering Unmasked Estep 
Score: -413756.500000 Penalty: 1998.543579
	Iteration 0F: 2 clusters Score -413756.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -410432.375000 Penalty: 3997.087158
	Iteration 0F: 3 clusters Score -410432.4 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -411313.687500 Penalty: 3997.087158
	Iteration 1F: 3 clusters Score -411313.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -411540.187500 Penalty: 3997.087158
	Iteration 2F: 3 clusters Score -411540.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -411679.093750 Penalty: 3997.087158
	Iteration 3F: 3 clusters Score -411679.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -411804.437500 Penalty: 3997.087158
	Iteration 4Q: 3 clusters Score -411804.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -411969.781250 Penalty: 3997.087158
	Iteration 5Q: 3 clusters Score -411969.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -412090.468750 Penalty: 3997.087158
	Iteration 6Q: 3 clusters Score -412090.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -412224.187500 Penalty: 3997.087158
	Iteration 7Q: 3 clusters Score -412224.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -412467.187500 Penalty: 3997.087158
	Iteration 8F: 3 clusters Score -412467.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -412841.875000 Penalty: 3997.087158
	Iteration 9F: 3 clusters Score -412841.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -413368.031250 Penalty: 3997.087158
	Iteration 10F: 3 clusters Score -413368 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -413877.875000 Penalty: 3997.087158
	Iteration 11F: 3 clusters Score -413877.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -414145.562500 Penalty: 3997.087158
	Iteration 12Q: 3 clusters Score -414145.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -414393.375000 Penalty: 3997.087158
	Iteration 13Q: 3 clusters Score -414393.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -414731.593750 Penalty: 3997.087158
	Iteration 14Q: 3 clusters Score -414731.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -414886.062500 Penalty: 3997.087158
	Iteration 15Q: 3 clusters Score -414886.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -414925.562500 Penalty: 3997.087158
	Iteration 16Q: 3 clusters Score -414925.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -414942.281250 Penalty: 3997.087158
	Iteration 17Q: 3 clusters Score -414942.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -414946.781250 Penalty: 3997.087158
	Iteration 18Q: 3 clusters Score -414946.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -414948.062500 Penalty: 3997.087158
	Iteration 19Q: 3 clusters Score -414948.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -414948.062500 Penalty: 3997.087158
	Iteration 20F: 3 clusters Score -414948.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 61952 members 
Mstep: Class 3 contains 189448 members 
Mstep: Class 4 contains 55103 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100425 members 
Mstep: Class 7 contains 8879 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112618 members 
Mstep: Class 10 contains 178049 members 
Mstep: Class 11 contains 6043 members 
Mstep: Class 12 contains 11912 members 
Mstep: Class 13 contains 169584 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51509 members 
Mstep: Class 17 contains 74475 members 
Mstep: Class 18 contains 172748 members 
Mstep: Class 19 contains 178041 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2573 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 433 members 
Entering Unmasked Estep 
Score: -180412688.000000 Penalty: 87655.367188
Splitting cluster 1 changes total score from -180414096.000000 to -180412688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (61952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61952 members 
Entering Unmasked Estep 
Score: -8230810.000000 Penalty: 2736.460449
	Iteration 0F: 2 clusters Score -8230810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -8189418.500000 Penalty: 5472.920898
	Iteration 0F: 3 clusters Score -8189418 nChanged 28804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -8205379.000000 Penalty: 5472.920898
	Iteration 1F: 3 clusters Score -8205379 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -8206141.000000 Penalty: 5472.920898
	Iteration 2Q: 3 clusters Score -8206141 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -8207116.000000 Penalty: 5472.920898
	Iteration 3Q: 3 clusters Score -8207116 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -8208292.500000 Penalty: 5472.920898
	Iteration 4Q: 3 clusters Score -8208292 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -8209754.500000 Penalty: 5472.920898
	Iteration 5Q: 3 clusters Score -8209754 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -8211477.000000 Penalty: 5472.920898
	Iteration 6Q: 3 clusters Score -8211477 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -8213534.000000 Penalty: 5472.920898
	Iteration 7F: 3 clusters Score -8213534 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -8215891.500000 Penalty: 5472.920898
	Iteration 8F: 3 clusters Score -8215892 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -8218322.500000 Penalty: 5472.920898
	Iteration 9F: 3 clusters Score -8218322 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -8220737.000000 Penalty: 5472.920898
	Iteration 10F: 3 clusters Score -8220737 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -8222750.000000 Penalty: 5472.920898
	Iteration 11Q: 3 clusters Score -8222750 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 55680 members 
Entering Unmasked Estep 
Score: -8224318.000000 Penalty: 5472.920898
	Iteration 12Q: 3 clusters Score -8224318 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 57319 members 
Entering Unmasked Estep 
Score: -8225537.500000 Penalty: 5472.920898
	Iteration 13Q: 3 clusters Score -8225538 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 58561 members 
Entering Unmasked Estep 
Score: -8226430.500000 Penalty: 5472.920898
	Iteration 14Q: 3 clusters Score -8226430 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 59515 members 
Entering Unmasked Estep 
Score: -8227070.500000 Penalty: 5472.920898
	Iteration 15Q: 3 clusters Score -8227070 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 60143 members 
Entering Unmasked Estep 
Score: -8227492.500000 Penalty: 5472.920898
	Iteration 16Q: 3 clusters Score -8227492 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 60575 members 
Entering Unmasked Estep 
Score: -8227788.500000 Penalty: 5472.920898
	Iteration 17Q: 3 clusters Score -8227788 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 60851 members 
Entering Unmasked Estep 
Score: -8227955.500000 Penalty: 5472.920898
	Iteration 18Q: 3 clusters Score -8227956 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 61042 members 
Entering Unmasked Estep 
Score: -8228065.500000 Penalty: 5472.920898
	Iteration 19Q: 3 clusters Score -8228066 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 61171 members 
Entering Unmasked Estep 
Score: -8228169.000000 Penalty: 5472.920898
	Iteration 20F: 3 clusters Score -8228169 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 61266 members 
Entering Unmasked Estep 
Score: -8228245.000000 Penalty: 5472.920898
	Iteration 21Q: 3 clusters Score -8228245 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 61333 members 
Entering Unmasked Estep 
Score: -8228314.000000 Penalty: 5472.920898
	Iteration 22Q: 3 clusters Score -8228314 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 61385 members 
Entering Unmasked Estep 
Score: -8228358.500000 Penalty: 5472.920898
	Iteration 23Q: 3 clusters Score -8228358 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 61423 members 
Entering Unmasked Estep 
Score: -8228382.000000 Penalty: 5472.920898
	Iteration 24Q: 3 clusters Score -8228382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 61448 members 
Entering Unmasked Estep 
Score: -8228403.500000 Penalty: 5472.920898
	Iteration 25Q: 3 clusters Score -8228404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 61463 members 
Entering Unmasked Estep 
Score: -8228409.000000 Penalty: 5472.920898
	Iteration 26Q: 3 clusters Score -8228409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 61469 members 
Entering Unmasked Estep 
Score: -8228417.500000 Penalty: 5472.920898
	Iteration 27Q: 3 clusters Score -8228418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -8228431.000000 Penalty: 5472.920898
	Iteration 28Q: 3 clusters Score -8228431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 61488 members 
Entering Unmasked Estep 
Score: -8228446.000000 Penalty: 5472.920898
	Iteration 29Q: 3 clusters Score -8228446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 61493 members 
Entering Unmasked Estep 
Score: -8228450.500000 Penalty: 5472.920898
	Iteration 30Q: 3 clusters Score -8228450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 61501 members 
Entering Unmasked Estep 
Score: -8228455.500000 Penalty: 5472.920898
	Iteration 31Q: 3 clusters Score -8228456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -8228454.000000 Penalty: 5472.920898
	Iteration 32Q: 3 clusters Score -8228454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 61512 members 
Entering Unmasked Estep 
Score: -8228453.500000 Penalty: 5472.920898
	Iteration 33Q: 3 clusters Score -8228454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 61516 members 
Entering Unmasked Estep 
Score: -8228463.500000 Penalty: 5472.920898
	Iteration 34Q: 3 clusters Score -8228464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 61522 members 
Entering Unmasked Estep 
Score: -8228468.500000 Penalty: 5472.920898
	Iteration 35Q: 3 clusters Score -8228468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 61526 members 
Entering Unmasked Estep 
Score: -8228482.500000 Penalty: 5472.920898
	Iteration 36Q: 3 clusters Score -8228482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 61529 members 
Entering Unmasked Estep 
Score: -8228480.500000 Penalty: 5472.920898
	Iteration 37Q: 3 clusters Score -8228480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 61533 members 
Entering Unmasked Estep 
Score: -8228482.500000 Penalty: 5472.920898
	Iteration 38Q: 3 clusters Score -8228482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 61537 members 
Entering Unmasked Estep 
Score: -8228489.000000 Penalty: 5472.920898
	Iteration 39Q: 3 clusters Score -8228489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -8228495.000000 Penalty: 5472.920898
	Iteration 40F: 3 clusters Score -8228495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 61542 members 
Entering Unmasked Estep 
Score: -8228501.500000 Penalty: 5472.920898
	Iteration 41Q: 3 clusters Score -8228502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 61547 members 
Entering Unmasked Estep 
Score: -8228499.500000 Penalty: 5472.920898
	Iteration 42Q: 3 clusters Score -8228500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 61549 members 
Entering Unmasked Estep 
Score: -8228498.000000 Penalty: 5472.920898
	Iteration 43Q: 3 clusters Score -8228498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -8228506.500000 Penalty: 5472.920898
	Iteration 44Q: 3 clusters Score -8228506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 61553 members 
Entering Unmasked Estep 
Score: -8228503.000000 Penalty: 5472.920898
	Iteration 45Q: 3 clusters Score -8228503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 61556 members 
Entering Unmasked Estep 
Score: -8228505.500000 Penalty: 5472.920898
	Iteration 46Q: 3 clusters Score -8228506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 61558 members 
Entering Unmasked Estep 
Score: -8228508.500000 Penalty: 5472.920898
	Iteration 47Q: 3 clusters Score -8228508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -8228513.000000 Penalty: 5472.920898
	Iteration 48Q: 3 clusters Score -8228513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 61562 members 
Entering Unmasked Estep 
Score: -8228516.000000 Penalty: 5472.920898
	Iteration 49Q: 3 clusters Score -8228516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 61563 members 
Entering Unmasked Estep 
Score: -8228517.000000 Penalty: 5472.920898
	Iteration 50Q: 3 clusters Score -8228517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 61564 members 
Entering Unmasked Estep 
Score: -8228517.500000 Penalty: 5472.920898
	Iteration 51Q: 3 clusters Score -8228518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 61564 members 
Entering Unmasked Estep 
Score: -8228517.500000 Penalty: 5472.920898
	Iteration 52F: 3 clusters Score -8228518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (189448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189448 members 
Entering Unmasked Estep 
Score: -25378086.000000 Penalty: 3013.663818
	Iteration 0F: 2 clusters Score -2.537809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94635 members 
Mstep: Class 2 contains 94813 members 
Entering Unmasked Estep 
Score: -25259750.000000 Penalty: 6027.327637
	Iteration 0F: 3 clusters Score -2.525975e+07 nChanged 90977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92652 members 
Mstep: Class 2 contains 96796 members 
Entering Unmasked Estep 
Score: -25312744.000000 Penalty: 6027.327637
	Iteration 1F: 3 clusters Score -2.531274e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91066 members 
Mstep: Class 2 contains 98382 members 
Entering Unmasked Estep 
Score: -25313846.000000 Penalty: 6027.327637
	Iteration 2Q: 3 clusters Score -2.531385e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88443 members 
Mstep: Class 2 contains 101005 members 
Entering Unmasked Estep 
Score: -25315468.000000 Penalty: 6027.327637
	Iteration 3Q: 3 clusters Score -2.531547e+07 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84249 members 
Mstep: Class 2 contains 105199 members 
Entering Unmasked Estep 
Score: -25318326.000000 Penalty: 6027.327637
	Iteration 4Q: 3 clusters Score -2.531833e+07 nChanged 9855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78012 members 
Mstep: Class 2 contains 111436 members 
Entering Unmasked Estep 
Score: -25323364.000000 Penalty: 6027.327637
	Iteration 5F: 3 clusters Score -2.532336e+07 nChanged 12761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69681 members 
Mstep: Class 2 contains 119767 members 
Entering Unmasked Estep 
Score: -25332138.000000 Penalty: 6027.327637
	Iteration 6F: 3 clusters Score -2.533214e+07 nChanged 14626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60465 members 
Mstep: Class 2 contains 128983 members 
Entering Unmasked Estep 
Score: -25344136.000000 Penalty: 6027.327637
	Iteration 7F: 3 clusters Score -2.534414e+07 nChanged 14202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 136941 members 
Entering Unmasked Estep 
Score: -25356528.000000 Penalty: 6027.327637
	Iteration 8F: 3 clusters Score -2.535653e+07 nChanged 11149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 142030 members 
Entering Unmasked Estep 
Score: -25365248.000000 Penalty: 6027.327637
	Iteration 9F: 3 clusters Score -2.536525e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 144985 members 
Entering Unmasked Estep 
Score: -25369874.000000 Penalty: 6027.327637
	Iteration 10Q: 3 clusters Score -2.536987e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 147109 members 
Entering Unmasked Estep 
Score: -25372078.000000 Penalty: 6027.327637
	Iteration 11Q: 3 clusters Score -2.537208e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 149048 members 
Entering Unmasked Estep 
Score: -25373446.000000 Penalty: 6027.327637
	Iteration 12Q: 3 clusters Score -2.537345e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 150903 members 
Entering Unmasked Estep 
Score: -25374738.000000 Penalty: 6027.327637
	Iteration 13Q: 3 clusters Score -2.537474e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 152643 members 
Entering Unmasked Estep 
Score: -25375818.000000 Penalty: 6027.327637
	Iteration 14Q: 3 clusters Score -2.537582e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 154246 members 
Entering Unmasked Estep 
Score: -25376540.000000 Penalty: 6027.327637
	Iteration 15Q: 3 clusters Score -2.537654e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 155722 members 
Entering Unmasked Estep 
Score: -25377240.000000 Penalty: 6027.327637
	Iteration 16Q: 3 clusters Score -2.537724e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 157067 members 
Entering Unmasked Estep 
Score: -25377810.000000 Penalty: 6027.327637
	Iteration 17Q: 3 clusters Score -2.537781e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 158368 members 
Entering Unmasked Estep 
Score: -25378142.000000 Penalty: 6027.327637
	Iteration 18Q: 3 clusters Score -2.537814e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 159611 members 
Entering Unmasked Estep 
Score: -25378472.000000 Penalty: 6027.327637
	Iteration 19Q: 3 clusters Score -2.537847e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 160779 members 
Entering Unmasked Estep 
Score: -25378678.000000 Penalty: 6027.327637
	Iteration 20F: 3 clusters Score -2.537868e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 161855 members 
Entering Unmasked Estep 
Score: -25378768.000000 Penalty: 6027.327637
	Iteration 21Q: 3 clusters Score -2.537877e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 162863 members 
Entering Unmasked Estep 
Score: -25378856.000000 Penalty: 6027.327637
	Iteration 22Q: 3 clusters Score -2.537886e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 163799 members 
Entering Unmasked Estep 
Score: -25378880.000000 Penalty: 6027.327637
	Iteration 23Q: 3 clusters Score -2.537888e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 164713 members 
Entering Unmasked Estep 
Score: -25378910.000000 Penalty: 6027.327637
	Iteration 24Q: 3 clusters Score -2.537891e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 165588 members 
Entering Unmasked Estep 
Score: -25378888.000000 Penalty: 6027.327637
	Iteration 25Q: 3 clusters Score -2.537889e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 166408 members 
Entering Unmasked Estep 
Score: -25378878.000000 Penalty: 6027.327637
	Iteration 26Q: 3 clusters Score -2.537888e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 167179 members 
Entering Unmasked Estep 
Score: -25378886.000000 Penalty: 6027.327637
	Iteration 27Q: 3 clusters Score -2.537889e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 167903 members 
Entering Unmasked Estep 
Score: -25378916.000000 Penalty: 6027.327637
	Iteration 28Q: 3 clusters Score -2.537892e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 168661 members 
Entering Unmasked Estep 
Score: -25378850.000000 Penalty: 6027.327637
	Iteration 29Q: 3 clusters Score -2.537885e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 169409 members 
Entering Unmasked Estep 
Score: -25378812.000000 Penalty: 6027.327637
	Iteration 30Q: 3 clusters Score -2.537881e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 170124 members 
Entering Unmasked Estep 
Score: -25378730.000000 Penalty: 6027.327637
	Iteration 31Q: 3 clusters Score -2.537873e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 170825 members 
Entering Unmasked Estep 
Score: -25378802.000000 Penalty: 6027.327637
	Iteration 32Q: 3 clusters Score -2.53788e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 171491 members 
Entering Unmasked Estep 
Score: -25378728.000000 Penalty: 6027.327637
	Iteration 33Q: 3 clusters Score -2.537873e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 172067 members 
Entering Unmasked Estep 
Score: -25378598.000000 Penalty: 6027.327637
	Iteration 34Q: 3 clusters Score -2.53786e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 172628 members 
Entering Unmasked Estep 
Score: -25378596.000000 Penalty: 6027.327637
	Iteration 35Q: 3 clusters Score -2.53786e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 173182 members 
Entering Unmasked Estep 
Score: -25378574.000000 Penalty: 6027.327637
	Iteration 36Q: 3 clusters Score -2.537857e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 173715 members 
Entering Unmasked Estep 
Score: -25378630.000000 Penalty: 6027.327637
	Iteration 37Q: 3 clusters Score -2.537863e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 174242 members 
Entering Unmasked Estep 
Score: -25378642.000000 Penalty: 6027.327637
	Iteration 38Q: 3 clusters Score -2.537864e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 174744 members 
Entering Unmasked Estep 
Score: -25378556.000000 Penalty: 6027.327637
	Iteration 39Q: 3 clusters Score -2.537856e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 175250 members 
Entering Unmasked Estep 
Score: -25378506.000000 Penalty: 6027.327637
	Iteration 40F: 3 clusters Score -2.537851e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 175756 members 
Entering Unmasked Estep 
Score: -25378526.000000 Penalty: 6027.327637
	Iteration 41Q: 3 clusters Score -2.537853e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 176240 members 
Entering Unmasked Estep 
Score: -25378418.000000 Penalty: 6027.327637
	Iteration 42Q: 3 clusters Score -2.537842e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 176719 members 
Entering Unmasked Estep 
Score: -25378398.000000 Penalty: 6027.327637
	Iteration 43Q: 3 clusters Score -2.53784e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 177158 members 
Entering Unmasked Estep 
Score: -25378290.000000 Penalty: 6027.327637
	Iteration 44Q: 3 clusters Score -2.537829e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 177586 members 
Entering Unmasked Estep 
Score: -25378236.000000 Penalty: 6027.327637
	Iteration 45Q: 3 clusters Score -2.537824e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 177994 members 
Entering Unmasked Estep 
Score: -25378184.000000 Penalty: 6027.327637
	Iteration 46Q: 3 clusters Score -2.537818e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 178370 members 
Entering Unmasked Estep 
Score: -25378154.000000 Penalty: 6027.327637
	Iteration 47Q: 3 clusters Score -2.537815e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 178724 members 
Entering Unmasked Estep 
Score: -25378110.000000 Penalty: 6027.327637
	Iteration 48Q: 3 clusters Score -2.537811e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 179088 members 
Entering Unmasked Estep 
Score: -25378010.000000 Penalty: 6027.327637
	Iteration 49Q: 3 clusters Score -2.537801e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 179446 members 
Entering Unmasked Estep 
Score: -25377988.000000 Penalty: 6027.327637
	Iteration 50Q: 3 clusters Score -2.537799e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 179790 members 
Entering Unmasked Estep 
Score: -25377974.000000 Penalty: 6027.327637
	Iteration 51Q: 3 clusters Score -2.537797e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 180111 members 
Entering Unmasked Estep 
Score: -25377974.000000 Penalty: 6027.327637
	Iteration 52Q: 3 clusters Score -2.537797e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 180423 members 
Entering Unmasked Estep 
Score: -25378014.000000 Penalty: 6027.327637
	Iteration 53Q: 3 clusters Score -2.537801e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 180710 members 
Entering Unmasked Estep 
Score: -25378012.000000 Penalty: 6027.327637
	Iteration 54Q: 3 clusters Score -2.537801e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 180986 members 
Entering Unmasked Estep 
Score: -25377946.000000 Penalty: 6027.327637
	Iteration 55Q: 3 clusters Score -2.537795e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 181251 members 
Entering Unmasked Estep 
Score: -25377834.000000 Penalty: 6027.327637
	Iteration 56Q: 3 clusters Score -2.537783e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 181511 members 
Entering Unmasked Estep 
Score: -25377846.000000 Penalty: 6027.327637
	Iteration 57Q: 3 clusters Score -2.537785e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 181765 members 
Entering Unmasked Estep 
Score: -25377754.000000 Penalty: 6027.327637
	Iteration 58Q: 3 clusters Score -2.537775e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 182002 members 
Entering Unmasked Estep 
Score: -25377794.000000 Penalty: 6027.327637
	Iteration 59Q: 3 clusters Score -2.537779e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 182230 members 
Entering Unmasked Estep 
Score: -25377732.000000 Penalty: 6027.327637
	Iteration 60F: 3 clusters Score -2.537773e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 182437 members 
Entering Unmasked Estep 
Score: -25377718.000000 Penalty: 6027.327637
	Iteration 61Q: 3 clusters Score -2.537772e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 182655 members 
Entering Unmasked Estep 
Score: -25377638.000000 Penalty: 6027.327637
	Iteration 62Q: 3 clusters Score -2.537764e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 182856 members 
Entering Unmasked Estep 
Score: -25377582.000000 Penalty: 6027.327637
	Iteration 63Q: 3 clusters Score -2.537758e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 183065 members 
Entering Unmasked Estep 
Score: -25377556.000000 Penalty: 6027.327637
	Iteration 64Q: 3 clusters Score -2.537756e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 183282 members 
Entering Unmasked Estep 
Score: -25377554.000000 Penalty: 6027.327637
	Iteration 65Q: 3 clusters Score -2.537755e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 183495 members 
Entering Unmasked Estep 
Score: -25377494.000000 Penalty: 6027.327637
	Iteration 66Q: 3 clusters Score -2.537749e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 183712 members 
Entering Unmasked Estep 
Score: -25377464.000000 Penalty: 6027.327637
	Iteration 67Q: 3 clusters Score -2.537746e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 183902 members 
Entering Unmasked Estep 
Score: -25377378.000000 Penalty: 6027.327637
	Iteration 68Q: 3 clusters Score -2.537738e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 184076 members 
Entering Unmasked Estep 
Score: -25377328.000000 Penalty: 6027.327637
	Iteration 69Q: 3 clusters Score -2.537733e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 184235 members 
Entering Unmasked Estep 
Score: -25377288.000000 Penalty: 6027.327637
	Iteration 70Q: 3 clusters Score -2.537729e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 184402 members 
Entering Unmasked Estep 
Score: -25377278.000000 Penalty: 6027.327637
	Iteration 71Q: 3 clusters Score -2.537728e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 184571 members 
Entering Unmasked Estep 
Score: -25377352.000000 Penalty: 6027.327637
	Iteration 72Q: 3 clusters Score -2.537735e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 184726 members 
Entering Unmasked Estep 
Score: -25377268.000000 Penalty: 6027.327637
	Iteration 73Q: 3 clusters Score -2.537727e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 184873 members 
Entering Unmasked Estep 
Score: -25377272.000000 Penalty: 6027.327637
	Iteration 74Q: 3 clusters Score -2.537727e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 185013 members 
Entering Unmasked Estep 
Score: -25377226.000000 Penalty: 6027.327637
	Iteration 75Q: 3 clusters Score -2.537723e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 185121 members 
Entering Unmasked Estep 
Score: -25377172.000000 Penalty: 6027.327637
	Iteration 76Q: 3 clusters Score -2.537717e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 185223 members 
Entering Unmasked Estep 
Score: -25377136.000000 Penalty: 6027.327637
	Iteration 77Q: 3 clusters Score -2.537714e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 185321 members 
Entering Unmasked Estep 
Score: -25377134.000000 Penalty: 6027.327637
	Iteration 78Q: 3 clusters Score -2.537713e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 185409 members 
Entering Unmasked Estep 
Score: -25377150.000000 Penalty: 6027.327637
	Iteration 79Q: 3 clusters Score -2.537715e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 185505 members 
Entering Unmasked Estep 
Score: -25377122.000000 Penalty: 6027.327637
	Iteration 80F: 3 clusters Score -2.537712e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 185615 members 
Entering Unmasked Estep 
Score: -25377128.000000 Penalty: 6027.327637
	Iteration 81Q: 3 clusters Score -2.537713e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 185707 members 
Entering Unmasked Estep 
Score: -25377116.000000 Penalty: 6027.327637
	Iteration 82Q: 3 clusters Score -2.537712e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 185797 members 
Entering Unmasked Estep 
Score: -25377104.000000 Penalty: 6027.327637
	Iteration 83Q: 3 clusters Score -2.53771e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 185880 members 
Entering Unmasked Estep 
Score: -25377044.000000 Penalty: 6027.327637
	Iteration 84Q: 3 clusters Score -2.537704e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 185946 members 
Entering Unmasked Estep 
Score: -25377038.000000 Penalty: 6027.327637
	Iteration 85Q: 3 clusters Score -2.537704e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 185998 members 
Entering Unmasked Estep 
Score: -25377014.000000 Penalty: 6027.327637
	Iteration 86Q: 3 clusters Score -2.537701e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 186053 members 
Entering Unmasked Estep 
Score: -25377012.000000 Penalty: 6027.327637
	Iteration 87Q: 3 clusters Score -2.537701e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 186107 members 
Entering Unmasked Estep 
Score: -25376988.000000 Penalty: 6027.327637
	Iteration 88Q: 3 clusters Score -2.537699e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 186148 members 
Entering Unmasked Estep 
Score: -25376960.000000 Penalty: 6027.327637
	Iteration 89Q: 3 clusters Score -2.537696e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 186190 members 
Entering Unmasked Estep 
Score: -25376940.000000 Penalty: 6027.327637
	Iteration 90Q: 3 clusters Score -2.537694e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 186234 members 
Entering Unmasked Estep 
Score: -25376924.000000 Penalty: 6027.327637
	Iteration 91Q: 3 clusters Score -2.537692e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 186266 members 
Entering Unmasked Estep 
Score: -25376918.000000 Penalty: 6027.327637
	Iteration 92Q: 3 clusters Score -2.537692e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 186307 members 
Entering Unmasked Estep 
Score: -25376922.000000 Penalty: 6027.327637
	Iteration 93Q: 3 clusters Score -2.537692e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 186342 members 
Entering Unmasked Estep 
Score: -25376908.000000 Penalty: 6027.327637
	Iteration 94Q: 3 clusters Score -2.537691e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 186365 members 
Entering Unmasked Estep 
Score: -25376900.000000 Penalty: 6027.327637
	Iteration 95Q: 3 clusters Score -2.53769e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 186396 members 
Entering Unmasked Estep 
Score: -25376888.000000 Penalty: 6027.327637
	Iteration 96Q: 3 clusters Score -2.537689e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 186423 members 
Entering Unmasked Estep 
Score: -25376872.000000 Penalty: 6027.327637
	Iteration 97Q: 3 clusters Score -2.537687e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 186448 members 
Entering Unmasked Estep 
Score: -25376876.000000 Penalty: 6027.327637
	Iteration 98Q: 3 clusters Score -2.537688e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 186477 members 
Entering Unmasked Estep 
Score: -25376856.000000 Penalty: 6027.327637
	Iteration 99Q: 3 clusters Score -2.537686e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 186502 members 
Entering Unmasked Estep 
Score: -25376860.000000 Penalty: 6027.327637
	Iteration 100F: 3 clusters Score -2.537686e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 186525 members 
Entering Unmasked Estep 
Score: -25376836.000000 Penalty: 6027.327637
	Iteration 101Q: 3 clusters Score -2.537684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 186542 members 
Entering Unmasked Estep 
Score: -25376832.000000 Penalty: 6027.327637
	Iteration 102Q: 3 clusters Score -2.537683e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 186558 members 
Entering Unmasked Estep 
Score: -25376838.000000 Penalty: 6027.327637
	Iteration 103Q: 3 clusters Score -2.537684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 186572 members 
Entering Unmasked Estep 
Score: -25376820.000000 Penalty: 6027.327637
	Iteration 104Q: 3 clusters Score -2.537682e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 186585 members 
Entering Unmasked Estep 
Score: -25376830.000000 Penalty: 6027.327637
	Iteration 105Q: 3 clusters Score -2.537683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 186597 members 
Entering Unmasked Estep 
Score: -25376828.000000 Penalty: 6027.327637
	Iteration 106Q: 3 clusters Score -2.537683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 186612 members 
Entering Unmasked Estep 
Score: -25376846.000000 Penalty: 6027.327637
	Iteration 107Q: 3 clusters Score -2.537685e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 186625 members 
Entering Unmasked Estep 
Score: -25376860.000000 Penalty: 6027.327637
	Iteration 108Q: 3 clusters Score -2.537686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 186642 members 
Entering Unmasked Estep 
Score: -25376874.000000 Penalty: 6027.327637
	Iteration 109Q: 3 clusters Score -2.537687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 186654 members 
Entering Unmasked Estep 
Score: -25376862.000000 Penalty: 6027.327637
	Iteration 110Q: 3 clusters Score -2.537686e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 186673 members 
Entering Unmasked Estep 
Score: -25376872.000000 Penalty: 6027.327637
	Iteration 111Q: 3 clusters Score -2.537687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 186685 members 
Entering Unmasked Estep 
Score: -25376882.000000 Penalty: 6027.327637
	Iteration 112Q: 3 clusters Score -2.537688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 186691 members 
Entering Unmasked Estep 
Score: -25376866.000000 Penalty: 6027.327637
	Iteration 113Q: 3 clusters Score -2.537687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 186700 members 
Entering Unmasked Estep 
Score: -25376860.000000 Penalty: 6027.327637
	Iteration 114Q: 3 clusters Score -2.537686e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 186712 members 
Entering Unmasked Estep 
Score: -25376858.000000 Penalty: 6027.327637
	Iteration 115Q: 3 clusters Score -2.537686e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 186727 members 
Entering Unmasked Estep 
Score: -25376874.000000 Penalty: 6027.327637
	Iteration 116Q: 3 clusters Score -2.537687e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 186743 members 
Entering Unmasked Estep 
Score: -25376858.000000 Penalty: 6027.327637
	Iteration 117Q: 3 clusters Score -2.537686e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 186764 members 
Entering Unmasked Estep 
Score: -25376858.000000 Penalty: 6027.327637
	Iteration 118Q: 3 clusters Score -2.537686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 186777 members 
Entering Unmasked Estep 
Score: -25376826.000000 Penalty: 6027.327637
	Iteration 119Q: 3 clusters Score -2.537683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 186792 members 
Entering Unmasked Estep 
Score: -25376862.000000 Penalty: 6027.327637
	Iteration 120F: 3 clusters Score -2.537686e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 186813 members 
Entering Unmasked Estep 
Score: -25376856.000000 Penalty: 6027.327637
	Iteration 121Q: 3 clusters Score -2.537686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 186830 members 
Entering Unmasked Estep 
Score: -25376830.000000 Penalty: 6027.327637
	Iteration 122Q: 3 clusters Score -2.537683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 186839 members 
Entering Unmasked Estep 
Score: -25376804.000000 Penalty: 6027.327637
	Iteration 123Q: 3 clusters Score -2.53768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 186844 members 
Entering Unmasked Estep 
Score: -25376808.000000 Penalty: 6027.327637
	Iteration 124Q: 3 clusters Score -2.537681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 186850 members 
Entering Unmasked Estep 
Score: -25376794.000000 Penalty: 6027.327637
	Iteration 125Q: 3 clusters Score -2.537679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 186857 members 
Entering Unmasked Estep 
Score: -25376790.000000 Penalty: 6027.327637
	Iteration 126Q: 3 clusters Score -2.537679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 186863 members 
Entering Unmasked Estep 
Score: -25376788.000000 Penalty: 6027.327637
	Iteration 127Q: 3 clusters Score -2.537679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 186866 members 
Entering Unmasked Estep 
Score: -25376780.000000 Penalty: 6027.327637
	Iteration 128Q: 3 clusters Score -2.537678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 186871 members 
Entering Unmasked Estep 
Score: -25376774.000000 Penalty: 6027.327637
	Iteration 129Q: 3 clusters Score -2.537677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 186882 members 
Entering Unmasked Estep 
Score: -25376798.000000 Penalty: 6027.327637
	Iteration 130Q: 3 clusters Score -2.53768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 186892 members 
Entering Unmasked Estep 
Score: -25376806.000000 Penalty: 6027.327637
	Iteration 131Q: 3 clusters Score -2.537681e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 186902 members 
Entering Unmasked Estep 
Score: -25376778.000000 Penalty: 6027.327637
	Iteration 132Q: 3 clusters Score -2.537678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 186916 members 
Entering Unmasked Estep 
Score: -25376772.000000 Penalty: 6027.327637
	Iteration 133Q: 3 clusters Score -2.537677e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 186933 members 
Entering Unmasked Estep 
Score: -25376774.000000 Penalty: 6027.327637
	Iteration 134Q: 3 clusters Score -2.537677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 186944 members 
Entering Unmasked Estep 
Score: -25376746.000000 Penalty: 6027.327637
	Iteration 135Q: 3 clusters Score -2.537675e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 186957 members 
Entering Unmasked Estep 
Score: -25376744.000000 Penalty: 6027.327637
	Iteration 136Q: 3 clusters Score -2.537674e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 186976 members 
Entering Unmasked Estep 
Score: -25376716.000000 Penalty: 6027.327637
	Iteration 137Q: 3 clusters Score -2.537672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 186992 members 
Entering Unmasked Estep 
Score: -25376730.000000 Penalty: 6027.327637
	Iteration 138Q: 3 clusters Score -2.537673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 187000 members 
Entering Unmasked Estep 
Score: -25376724.000000 Penalty: 6027.327637
	Iteration 139Q: 3 clusters Score -2.537672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 187008 members 
Entering Unmasked Estep 
Score: -25376734.000000 Penalty: 6027.327637
	Iteration 140F: 3 clusters Score -2.537673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 187016 members 
Entering Unmasked Estep 
Score: -25376738.000000 Penalty: 6027.327637
	Iteration 141Q: 3 clusters Score -2.537674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 187022 members 
Entering Unmasked Estep 
Score: -25376722.000000 Penalty: 6027.327637
	Iteration 142Q: 3 clusters Score -2.537672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 187025 members 
Entering Unmasked Estep 
Score: -25376708.000000 Penalty: 6027.327637
	Iteration 143Q: 3 clusters Score -2.537671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 187029 members 
Entering Unmasked Estep 
Score: -25376718.000000 Penalty: 6027.327637
	Iteration 144Q: 3 clusters Score -2.537672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 187031 members 
Entering Unmasked Estep 
Score: -25376720.000000 Penalty: 6027.327637
	Iteration 145Q: 3 clusters Score -2.537672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 187033 members 
Entering Unmasked Estep 
Score: -25376724.000000 Penalty: 6027.327637
	Iteration 146Q: 3 clusters Score -2.537672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 187034 members 
Entering Unmasked Estep 
Score: -25376708.000000 Penalty: 6027.327637
	Iteration 147Q: 3 clusters Score -2.537671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 187036 members 
Entering Unmasked Estep 
Score: -25376708.000000 Penalty: 6027.327637
	Iteration 148Q: 3 clusters Score -2.537671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 187037 members 
Entering Unmasked Estep 
Score: -25376716.000000 Penalty: 6027.327637
	Iteration 149Q: 3 clusters Score -2.537672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 187038 members 
Entering Unmasked Estep 
Score: -25376712.000000 Penalty: 6027.327637
	Iteration 150Q: 3 clusters Score -2.537671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 187040 members 
Entering Unmasked Estep 
Score: -25376712.000000 Penalty: 6027.327637
	Iteration 151Q: 3 clusters Score -2.537671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 187043 members 
Entering Unmasked Estep 
Score: -25376716.000000 Penalty: 6027.327637
	Iteration 152Q: 3 clusters Score -2.537672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 187047 members 
Entering Unmasked Estep 
Score: -25376716.000000 Penalty: 6027.327637
	Iteration 153Q: 3 clusters Score -2.537672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 187048 members 
Entering Unmasked Estep 
Score: -25376714.000000 Penalty: 6027.327637
	Iteration 154Q: 3 clusters Score -2.537671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 187049 members 
Entering Unmasked Estep 
Score: -25376712.000000 Penalty: 6027.327637
	Iteration 155Q: 3 clusters Score -2.537671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 187052 members 
Entering Unmasked Estep 
Score: -25376694.000000 Penalty: 6027.327637
	Iteration 156Q: 3 clusters Score -2.537669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 187053 members 
Entering Unmasked Estep 
Score: -25376684.000000 Penalty: 6027.327637
	Iteration 157Q: 3 clusters Score -2.537668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 187055 members 
Entering Unmasked Estep 
Score: -25376702.000000 Penalty: 6027.327637
	Iteration 158Q: 3 clusters Score -2.53767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 187060 members 
Entering Unmasked Estep 
Score: -25376674.000000 Penalty: 6027.327637
	Iteration 159Q: 3 clusters Score -2.537667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 187063 members 
Entering Unmasked Estep 
Score: -25376664.000000 Penalty: 6027.327637
	Iteration 160F: 3 clusters Score -2.537666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 187064 members 
Entering Unmasked Estep 
Score: -25376664.000000 Penalty: 6027.327637
	Iteration 161Q: 3 clusters Score -2.537666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 187066 members 
Entering Unmasked Estep 
Score: -25376668.000000 Penalty: 6027.327637
	Iteration 162Q: 3 clusters Score -2.537667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 187067 members 
Entering Unmasked Estep 
Score: -25376682.000000 Penalty: 6027.327637
	Iteration 163Q: 3 clusters Score -2.537668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 187068 members 
Entering Unmasked Estep 
Score: -25376684.000000 Penalty: 6027.327637
	Iteration 164Q: 3 clusters Score -2.537668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 187069 members 
Entering Unmasked Estep 
Score: -25376682.000000 Penalty: 6027.327637
	Iteration 165Q: 3 clusters Score -2.537668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 187070 members 
Entering Unmasked Estep 
Score: -25376676.000000 Penalty: 6027.327637
	Iteration 166Q: 3 clusters Score -2.537668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 187071 members 
Entering Unmasked Estep 
Score: -25376680.000000 Penalty: 6027.327637
	Iteration 167Q: 3 clusters Score -2.537668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 187072 members 
Entering Unmasked Estep 
Score: -25376672.000000 Penalty: 6027.327637
	Iteration 168Q: 3 clusters Score -2.537667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 187073 members 
Entering Unmasked Estep 
Score: -25376682.000000 Penalty: 6027.327637
	Iteration 169Q: 3 clusters Score -2.537668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 187073 members 
Entering Unmasked Estep 
Score: -25376682.000000 Penalty: 6027.327637
	Iteration 170F: 3 clusters Score -2.537668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55103 members 
Entering Unmasked Estep 
Score: -7361518.000000 Penalty: 2707.406006
	Iteration 0F: 2 clusters Score -7361518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -7324417.000000 Penalty: 5414.812012
	Iteration 0F: 3 clusters Score -7324417 nChanged 25560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -7339056.500000 Penalty: 5414.812012
	Iteration 1F: 3 clusters Score -7339056 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -7340000.500000 Penalty: 5414.812012
	Iteration 2Q: 3 clusters Score -7340000 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -7341378.000000 Penalty: 5414.812012
	Iteration 3F: 3 clusters Score -7341378 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -7343480.500000 Penalty: 5414.812012
	Iteration 4F: 3 clusters Score -7343480 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -7346428.000000 Penalty: 5414.812012
	Iteration 5F: 3 clusters Score -7346428 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -7350046.000000 Penalty: 5414.812012
	Iteration 6F: 3 clusters Score -7350046 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -7353685.500000 Penalty: 5414.812012
	Iteration 7F: 3 clusters Score -7353686 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -7356448.500000 Penalty: 5414.812012
	Iteration 8F: 3 clusters Score -7356448 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -7357797.500000 Penalty: 5414.812012
	Iteration 9Q: 3 clusters Score -7357798 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -7358369.000000 Penalty: 5414.812012
	Iteration 10Q: 3 clusters Score -7358369 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47814 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -7358656.500000 Penalty: 5414.812012
	Iteration 11Q: 3 clusters Score -7358656 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -7358877.000000 Penalty: 5414.812012
	Iteration 12Q: 3 clusters Score -7358877 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -7358989.000000 Penalty: 5414.812012
	Iteration 13Q: 3 clusters Score -7358989 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -7359082.000000 Penalty: 5414.812012
	Iteration 14Q: 3 clusters Score -7359082 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -7359134.000000 Penalty: 5414.812012
	Iteration 15Q: 3 clusters Score -7359134 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -7359211.500000 Penalty: 5414.812012
	Iteration 16Q: 3 clusters Score -7359212 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49722 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -7359271.500000 Penalty: 5414.812012
	Iteration 17Q: 3 clusters Score -7359272 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -7359282.500000 Penalty: 5414.812012
	Iteration 18Q: 3 clusters Score -7359282 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -7359336.500000 Penalty: 5414.812012
	Iteration 19Q: 3 clusters Score -7359336 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -7359382.500000 Penalty: 5414.812012
	Iteration 20F: 3 clusters Score -7359382 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -7359399.000000 Penalty: 5414.812012
	Iteration 21Q: 3 clusters Score -7359399 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -7359446.000000 Penalty: 5414.812012
	Iteration 22Q: 3 clusters Score -7359446 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -7359472.500000 Penalty: 5414.812012
	Iteration 23Q: 3 clusters Score -7359472 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50828 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -7359486.000000 Penalty: 5414.812012
	Iteration 24Q: 3 clusters Score -7359486 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -7359500.000000 Penalty: 5414.812012
	Iteration 25Q: 3 clusters Score -7359500 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -7359508.500000 Penalty: 5414.812012
	Iteration 26Q: 3 clusters Score -7359508 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -7359545.500000 Penalty: 5414.812012
	Iteration 27Q: 3 clusters Score -7359546 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -7359575.000000 Penalty: 5414.812012
	Iteration 28Q: 3 clusters Score -7359575 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -7359575.000000 Penalty: 5414.812012
	Iteration 29Q: 3 clusters Score -7359575 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -7359595.000000 Penalty: 5414.812012
	Iteration 30Q: 3 clusters Score -7359595 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -7359628.500000 Penalty: 5414.812012
	Iteration 31Q: 3 clusters Score -7359628 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -7359652.500000 Penalty: 5414.812012
	Iteration 32Q: 3 clusters Score -7359652 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -7359669.500000 Penalty: 5414.812012
	Iteration 33Q: 3 clusters Score -7359670 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -7359665.500000 Penalty: 5414.812012
	Iteration 34Q: 3 clusters Score -7359666 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -7359682.000000 Penalty: 5414.812012
	Iteration 35Q: 3 clusters Score -7359682 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -7359684.000000 Penalty: 5414.812012
	Iteration 36Q: 3 clusters Score -7359684 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -7359721.500000 Penalty: 5414.812012
	Iteration 37Q: 3 clusters Score -7359722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52074 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -7359726.500000 Penalty: 5414.812012
	Iteration 38Q: 3 clusters Score -7359726 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -7359733.500000 Penalty: 5414.812012
	Iteration 39Q: 3 clusters Score -7359734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -7359749.500000 Penalty: 5414.812012
	Iteration 40F: 3 clusters Score -7359750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52194 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -7359765.000000 Penalty: 5414.812012
	Iteration 41Q: 3 clusters Score -7359765 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -7359763.000000 Penalty: 5414.812012
	Iteration 42Q: 3 clusters Score -7359763 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -7359753.500000 Penalty: 5414.812012
	Iteration 43Q: 3 clusters Score -7359754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -7359755.500000 Penalty: 5414.812012
	Iteration 44Q: 3 clusters Score -7359756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52340 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -7359772.500000 Penalty: 5414.812012
	Iteration 45Q: 3 clusters Score -7359772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -7359783.000000 Penalty: 5414.812012
	Iteration 46Q: 3 clusters Score -7359783 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -7359788.500000 Penalty: 5414.812012
	Iteration 47Q: 3 clusters Score -7359788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -7359800.000000 Penalty: 5414.812012
	Iteration 48Q: 3 clusters Score -7359800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -7359806.500000 Penalty: 5414.812012
	Iteration 49Q: 3 clusters Score -7359806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52517 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -7359813.000000 Penalty: 5414.812012
	Iteration 50Q: 3 clusters Score -7359813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -7359804.000000 Penalty: 5414.812012
	Iteration 51Q: 3 clusters Score -7359804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -7359789.000000 Penalty: 5414.812012
	Iteration 52Q: 3 clusters Score -7359789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -7359804.500000 Penalty: 5414.812012
	Iteration 53Q: 3 clusters Score -7359804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52612 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -7359810.500000 Penalty: 5414.812012
	Iteration 54Q: 3 clusters Score -7359810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -7359813.000000 Penalty: 5414.812012
	Iteration 55Q: 3 clusters Score -7359813 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -7359832.000000 Penalty: 5414.812012
	Iteration 56Q: 3 clusters Score -7359832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52672 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -7359838.500000 Penalty: 5414.812012
	Iteration 57Q: 3 clusters Score -7359838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -7359839.000000 Penalty: 5414.812012
	Iteration 58Q: 3 clusters Score -7359839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -7359830.000000 Penalty: 5414.812012
	Iteration 59Q: 3 clusters Score -7359830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -7359842.000000 Penalty: 5414.812012
	Iteration 60F: 3 clusters Score -7359842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52699 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -7359841.500000 Penalty: 5414.812012
	Iteration 61Q: 3 clusters Score -7359842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52706 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -7359845.000000 Penalty: 5414.812012
	Iteration 62Q: 3 clusters Score -7359845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -7359842.000000 Penalty: 5414.812012
	Iteration 63Q: 3 clusters Score -7359842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -7359848.000000 Penalty: 5414.812012
	Iteration 64Q: 3 clusters Score -7359848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -7359855.500000 Penalty: 5414.812012
	Iteration 65Q: 3 clusters Score -7359856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -7359856.500000 Penalty: 5414.812012
	Iteration 66Q: 3 clusters Score -7359856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -7359844.500000 Penalty: 5414.812012
	Iteration 67Q: 3 clusters Score -7359844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -7359847.000000 Penalty: 5414.812012
	Iteration 68Q: 3 clusters Score -7359847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -7359852.000000 Penalty: 5414.812012
	Iteration 69Q: 3 clusters Score -7359852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -7359860.500000 Penalty: 5414.812012
	Iteration 70Q: 3 clusters Score -7359860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -7359854.000000 Penalty: 5414.812012
	Iteration 71Q: 3 clusters Score -7359854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -7359855.500000 Penalty: 5414.812012
	Iteration 72Q: 3 clusters Score -7359856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52798 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -7359859.500000 Penalty: 5414.812012
	Iteration 73Q: 3 clusters Score -7359860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -7359864.500000 Penalty: 5414.812012
	Iteration 74Q: 3 clusters Score -7359864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -7359855.000000 Penalty: 5414.812012
	Iteration 75Q: 3 clusters Score -7359855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -7359861.500000 Penalty: 5414.812012
	Iteration 76Q: 3 clusters Score -7359862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52821 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -7359863.000000 Penalty: 5414.812012
	Iteration 77Q: 3 clusters Score -7359863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52827 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -7359864.500000 Penalty: 5414.812012
	Iteration 78Q: 3 clusters Score -7359864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52834 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -7359862.000000 Penalty: 5414.812012
	Iteration 79Q: 3 clusters Score -7359862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -7359861.500000 Penalty: 5414.812012
	Iteration 80F: 3 clusters Score -7359862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -7359863.000000 Penalty: 5414.812012
	Iteration 81Q: 3 clusters Score -7359863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52844 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -7359861.500000 Penalty: 5414.812012
	Iteration 82Q: 3 clusters Score -7359862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -7359861.500000 Penalty: 5414.812012
	Iteration 83Q: 3 clusters Score -7359862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -7359861.500000 Penalty: 5414.812012
	Iteration 84F: 3 clusters Score -7359862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -90961.851562 Penalty: 1626.081055
	Iteration 0F: 2 clusters Score -90961.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -89201.515625 Penalty: 3252.162109
	Iteration 0F: 3 clusters Score -89201.52 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -89417.492188 Penalty: 3252.162109
	Iteration 1F: 3 clusters Score -89417.49 nChanged 39
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: -89499.437500 Penalty: 3252.162109
	Iteration 2F: 3 clusters Score -89499.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -89541.148438 Penalty: 3252.162109
	Iteration 3Q: 3 clusters Score -89541.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -89557.062500 Penalty: 3252.162109
	Iteration 4Q: 3 clusters Score -89557.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -89563.640625 Penalty: 3252.162109
	Iteration 5Q: 3 clusters Score -89563.64 nChanged 5
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: -89570.000000 Penalty: 3252.162109
	Iteration 6Q: 3 clusters Score -89570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -89571.726562 Penalty: 3252.162109
	Iteration 7Q: 3 clusters Score -89571.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -89573.679688 Penalty: 3252.162109
	Iteration 8Q: 3 clusters Score -89573.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -89575.601562 Penalty: 3252.162109
	Iteration 9Q: 3 clusters Score -89575.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -89576.117188 Penalty: 3252.162109
	Iteration 10Q: 3 clusters Score -89576.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -89576.117188 Penalty: 3252.162109
	Iteration 11F: 3 clusters Score -89576.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (100425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100425 members 
Entering Unmasked Estep 
Score: -13001403.000000 Penalty: 2856.257324
	Iteration 0F: 2 clusters Score -1.30014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 50098 members 
Entering Unmasked Estep 
Score: -12934320.000000 Penalty: 5712.514648
	Iteration 0F: 3 clusters Score -1.293432e+07 nChanged 47564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
Score: -12961455.000000 Penalty: 5712.514648
	Iteration 1F: 3 clusters Score -1.296146e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -12962482.000000 Penalty: 5712.514648
	Iteration 2Q: 3 clusters Score -1.296248e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -12963916.000000 Penalty: 5712.514648
	Iteration 3Q: 3 clusters Score -1.296392e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59503 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -12966948.000000 Penalty: 5712.514648
	Iteration 4F: 3 clusters Score -1.296695e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -12972056.000000 Penalty: 5712.514648
	Iteration 5F: 3 clusters Score -1.297206e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71190 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -12978296.000000 Penalty: 5712.514648
	Iteration 6F: 3 clusters Score -1.29783e+07 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77173 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -12984132.000000 Penalty: 5712.514648
	Iteration 7F: 3 clusters Score -1.298413e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82183 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -12988480.000000 Penalty: 5712.514648
	Iteration 8F: 3 clusters Score -1.298848e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86386 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -12991600.000000 Penalty: 5712.514648
	Iteration 9Q: 3 clusters Score -1.29916e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89845 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -12993821.000000 Penalty: 5712.514648
	Iteration 10Q: 3 clusters Score -1.299382e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92697 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -12995615.000000 Penalty: 5712.514648
	Iteration 11Q: 3 clusters Score -1.299562e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94918 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -12997010.000000 Penalty: 5712.514648
	Iteration 12Q: 3 clusters Score -1.299701e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96490 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -12997871.000000 Penalty: 5712.514648
	Iteration 13Q: 3 clusters Score -1.299787e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97525 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -12998515.000000 Penalty: 5712.514648
	Iteration 14Q: 3 clusters Score -1.299852e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98213 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -12998902.000000 Penalty: 5712.514648
	Iteration 15Q: 3 clusters Score -1.29989e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98662 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -12999098.000000 Penalty: 5712.514648
	Iteration 16Q: 3 clusters Score -1.29991e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98941 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -12999190.000000 Penalty: 5712.514648
	Iteration 17Q: 3 clusters Score -1.299919e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99123 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -12999277.000000 Penalty: 5712.514648
	Iteration 18Q: 3 clusters Score -1.299928e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99233 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -12999317.000000 Penalty: 5712.514648
	Iteration 19Q: 3 clusters Score -1.299932e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99315 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -12999350.000000 Penalty: 5712.514648
	Iteration 20F: 3 clusters Score -1.299935e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99369 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -12999368.000000 Penalty: 5712.514648
	Iteration 21Q: 3 clusters Score -1.299937e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99409 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -12999398.000000 Penalty: 5712.514648
	Iteration 22Q: 3 clusters Score -1.29994e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99434 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -12999410.000000 Penalty: 5712.514648
	Iteration 23Q: 3 clusters Score -1.299941e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99450 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -12999416.000000 Penalty: 5712.514648
	Iteration 24Q: 3 clusters Score -1.299942e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99466 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -12999424.000000 Penalty: 5712.514648
	Iteration 25Q: 3 clusters Score -1.299942e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99479 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -12999432.000000 Penalty: 5712.514648
	Iteration 26Q: 3 clusters Score -1.299943e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99487 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -12999441.000000 Penalty: 5712.514648
	Iteration 27Q: 3 clusters Score -1.299944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99494 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -12999445.000000 Penalty: 5712.514648
	Iteration 28Q: 3 clusters Score -1.299944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99498 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -12999443.000000 Penalty: 5712.514648
	Iteration 29Q: 3 clusters Score -1.299944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99503 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -12999450.000000 Penalty: 5712.514648
	Iteration 30Q: 3 clusters Score -1.299945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99504 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -12999449.000000 Penalty: 5712.514648
	Iteration 31Q: 3 clusters Score -1.299945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99506 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -12999446.000000 Penalty: 5712.514648
	Iteration 32Q: 3 clusters Score -1.299945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99508 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -12999453.000000 Penalty: 5712.514648
	Iteration 33Q: 3 clusters Score -1.299945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99507 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -12999456.000000 Penalty: 5712.514648
	Iteration 34Q: 3 clusters Score -1.299946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99508 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -12999454.000000 Penalty: 5712.514648
	Iteration 35Q: 3 clusters Score -1.299945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99508 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -12999454.000000 Penalty: 5712.514648
	Iteration 36F: 3 clusters Score -1.299945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Entering Unmasked Estep 
Score: -1128763.875000 Penalty: 2254.678223
	Iteration 0F: 2 clusters Score -1128764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1121827.125000 Penalty: 4509.356445
	Iteration 0F: 3 clusters Score -1121827 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1123772.750000 Penalty: 4509.356445
	Iteration 1F: 3 clusters Score -1123773 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1124048.250000 Penalty: 4509.356445
	Iteration 2F: 3 clusters Score -1124048 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1124275.000000 Penalty: 4509.356445
	Iteration 3F: 3 clusters Score -1124275 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1124456.500000 Penalty: 4509.356445
	Iteration 4Q: 3 clusters Score -1124456 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1124679.000000 Penalty: 4509.356445
	Iteration 5Q: 3 clusters Score -1124679 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1124925.500000 Penalty: 4509.356445
	Iteration 6Q: 3 clusters Score -1124926 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1125164.125000 Penalty: 4509.356445
	Iteration 7Q: 3 clusters Score -1125164 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1125364.875000 Penalty: 4509.356445
	Iteration 8Q: 3 clusters Score -1125365 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1125533.750000 Penalty: 4509.356445
	Iteration 9Q: 3 clusters Score -1125534 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1125660.625000 Penalty: 4509.356445
	Iteration 10Q: 3 clusters Score -1125661 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1125750.500000 Penalty: 4509.356445
	Iteration 11Q: 3 clusters Score -1125750 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1125829.500000 Penalty: 4509.356445
	Iteration 12Q: 3 clusters Score -1125830 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1125901.750000 Penalty: 4509.356445
	Iteration 13Q: 3 clusters Score -1125902 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1125963.000000 Penalty: 4509.356445
	Iteration 14Q: 3 clusters Score -1125963 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1126029.875000 Penalty: 4509.356445
	Iteration 15Q: 3 clusters Score -1126030 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1126079.250000 Penalty: 4509.356445
	Iteration 16Q: 3 clusters Score -1126079 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1126130.375000 Penalty: 4509.356445
	Iteration 17Q: 3 clusters Score -1126130 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1126165.750000 Penalty: 4509.356445
	Iteration 18Q: 3 clusters Score -1126166 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1126192.000000 Penalty: 4509.356445
	Iteration 19Q: 3 clusters Score -1126192 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1126212.375000 Penalty: 4509.356445
	Iteration 20F: 3 clusters Score -1126212 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1126227.750000 Penalty: 4509.356445
	Iteration 21Q: 3 clusters Score -1126228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1126236.625000 Penalty: 4509.356445
	Iteration 22Q: 3 clusters Score -1126237 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1126248.000000 Penalty: 4509.356445
	Iteration 23Q: 3 clusters Score -1126248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1126257.500000 Penalty: 4509.356445
	Iteration 24Q: 3 clusters Score -1126258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1126268.375000 Penalty: 4509.356445
	Iteration 25Q: 3 clusters Score -1126268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1126276.500000 Penalty: 4509.356445
	Iteration 26Q: 3 clusters Score -1126276 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1126289.000000 Penalty: 4509.356445
	Iteration 27Q: 3 clusters Score -1126289 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1126295.375000 Penalty: 4509.356445
	Iteration 28Q: 3 clusters Score -1126295 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1126304.250000 Penalty: 4509.356445
	Iteration 29Q: 3 clusters Score -1126304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1126310.500000 Penalty: 4509.356445
	Iteration 30Q: 3 clusters Score -1126310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1126317.875000 Penalty: 4509.356445
	Iteration 31Q: 3 clusters Score -1126318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1126326.500000 Penalty: 4509.356445
	Iteration 32Q: 3 clusters Score -1126326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1126333.750000 Penalty: 4509.356445
	Iteration 33Q: 3 clusters Score -1126334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1126342.750000 Penalty: 4509.356445
	Iteration 34Q: 3 clusters Score -1126343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1126347.500000 Penalty: 4509.356445
	Iteration 35Q: 3 clusters Score -1126348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1126358.875000 Penalty: 4509.356445
	Iteration 36Q: 3 clusters Score -1126359 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1126372.750000 Penalty: 4509.356445
	Iteration 37Q: 3 clusters Score -1126373 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1126382.000000 Penalty: 4509.356445
	Iteration 38Q: 3 clusters Score -1126382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1126396.500000 Penalty: 4509.356445
	Iteration 39Q: 3 clusters Score -1126396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1126403.750000 Penalty: 4509.356445
	Iteration 40F: 3 clusters Score -1126404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1126415.500000 Penalty: 4509.356445
	Iteration 41Q: 3 clusters Score -1126416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1126423.500000 Penalty: 4509.356445
	Iteration 42Q: 3 clusters Score -1126424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1126442.500000 Penalty: 4509.356445
	Iteration 43Q: 3 clusters Score -1126442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1126453.625000 Penalty: 4509.356445
	Iteration 44Q: 3 clusters Score -1126454 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1126472.375000 Penalty: 4509.356445
	Iteration 45Q: 3 clusters Score -1126472 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1126487.625000 Penalty: 4509.356445
	Iteration 46Q: 3 clusters Score -1126488 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1126510.500000 Penalty: 4509.356445
	Iteration 47Q: 3 clusters Score -1126510 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1126527.125000 Penalty: 4509.356445
	Iteration 48Q: 3 clusters Score -1126527 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1126536.000000 Penalty: 4509.356445
	Iteration 49Q: 3 clusters Score -1126536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1126545.875000 Penalty: 4509.356445
	Iteration 50Q: 3 clusters Score -1126546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1126554.125000 Penalty: 4509.356445
	Iteration 51Q: 3 clusters Score -1126554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1126563.875000 Penalty: 4509.356445
	Iteration 52Q: 3 clusters Score -1126564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1126569.000000 Penalty: 4509.356445
	Iteration 53Q: 3 clusters Score -1126569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1126572.000000 Penalty: 4509.356445
	Iteration 54Q: 3 clusters Score -1126572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1126577.125000 Penalty: 4509.356445
	Iteration 55Q: 3 clusters Score -1126577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1126582.125000 Penalty: 4509.356445
	Iteration 56Q: 3 clusters Score -1126582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1126583.125000 Penalty: 4509.356445
	Iteration 57Q: 3 clusters Score -1126583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1126584.625000 Penalty: 4509.356445
	Iteration 58Q: 3 clusters Score -1126585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1126587.250000 Penalty: 4509.356445
	Iteration 59Q: 3 clusters Score -1126587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1126590.375000 Penalty: 4509.356445
	Iteration 60F: 3 clusters Score -1126590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1126594.875000 Penalty: 4509.356445
	Iteration 61Q: 3 clusters Score -1126595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1126593.500000 Penalty: 4509.356445
	Iteration 62Q: 3 clusters Score -1126594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1126598.625000 Penalty: 4509.356445
	Iteration 63Q: 3 clusters Score -1126599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1126597.250000 Penalty: 4509.356445
	Iteration 64Q: 3 clusters Score -1126597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1126600.125000 Penalty: 4509.356445
	Iteration 65Q: 3 clusters Score -1126600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1126603.250000 Penalty: 4509.356445
	Iteration 66Q: 3 clusters Score -1126603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1126604.000000 Penalty: 4509.356445
	Iteration 67Q: 3 clusters Score -1126604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1126609.000000 Penalty: 4509.356445
	Iteration 68Q: 3 clusters Score -1126609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1126613.500000 Penalty: 4509.356445
	Iteration 69Q: 3 clusters Score -1126614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1126614.625000 Penalty: 4509.356445
	Iteration 70Q: 3 clusters Score -1126615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1126619.625000 Penalty: 4509.356445
	Iteration 71Q: 3 clusters Score -1126620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1126621.500000 Penalty: 4509.356445
	Iteration 72Q: 3 clusters Score -1126622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1126624.500000 Penalty: 4509.356445
	Iteration 73Q: 3 clusters Score -1126624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1126628.000000 Penalty: 4509.356445
	Iteration 74Q: 3 clusters Score -1126628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1126635.375000 Penalty: 4509.356445
	Iteration 75Q: 3 clusters Score -1126635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1126639.125000 Penalty: 4509.356445
	Iteration 76Q: 3 clusters Score -1126639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1126644.500000 Penalty: 4509.356445
	Iteration 77Q: 3 clusters Score -1126644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1126648.375000 Penalty: 4509.356445
	Iteration 78Q: 3 clusters Score -1126648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1126654.250000 Penalty: 4509.356445
	Iteration 79Q: 3 clusters Score -1126654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1126659.875000 Penalty: 4509.356445
	Iteration 80F: 3 clusters Score -1126660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1126667.750000 Penalty: 4509.356445
	Iteration 81Q: 3 clusters Score -1126668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1126677.000000 Penalty: 4509.356445
	Iteration 82Q: 3 clusters Score -1126677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1126683.250000 Penalty: 4509.356445
	Iteration 83Q: 3 clusters Score -1126683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1126689.375000 Penalty: 4509.356445
	Iteration 84Q: 3 clusters Score -1126689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1126692.875000 Penalty: 4509.356445
	Iteration 85Q: 3 clusters Score -1126693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1126699.625000 Penalty: 4509.356445
	Iteration 86Q: 3 clusters Score -1126700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1126704.625000 Penalty: 4509.356445
	Iteration 87Q: 3 clusters Score -1126705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1126709.500000 Penalty: 4509.356445
	Iteration 88Q: 3 clusters Score -1126710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1126709.875000 Penalty: 4509.356445
	Iteration 89Q: 3 clusters Score -1126710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1126716.625000 Penalty: 4509.356445
	Iteration 90Q: 3 clusters Score -1126717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1126722.250000 Penalty: 4509.356445
	Iteration 91Q: 3 clusters Score -1126722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1126725.875000 Penalty: 4509.356445
	Iteration 92Q: 3 clusters Score -1126726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1126725.500000 Penalty: 4509.356445
	Iteration 93Q: 3 clusters Score -1126726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1126726.875000 Penalty: 4509.356445
	Iteration 94Q: 3 clusters Score -1126727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1126730.125000 Penalty: 4509.356445
	Iteration 95Q: 3 clusters Score -1126730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1126731.000000 Penalty: 4509.356445
	Iteration 96Q: 3 clusters Score -1126731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1126731.250000 Penalty: 4509.356445
	Iteration 97Q: 3 clusters Score -1126731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1126733.125000 Penalty: 4509.356445
	Iteration 98Q: 3 clusters Score -1126733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1126733.125000 Penalty: 4509.356445
	Iteration 99F: 3 clusters Score -1126733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -32427.947266 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -32427.95 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 164 members 
Entering Unmasked Estep 
Score: -31327.660156 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -31327.66 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -31857.492188 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -31857.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32098.894531 Penalty: 2873.334717
	Iteration 2F: 3 clusters Score -32098.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32142.638672 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -32142.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32229.347656 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -32229.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32304.101562 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -32304.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32345.630859 Penalty: 2873.334717
	Iteration 6Q: 3 clusters Score -32345.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32458.470703 Penalty: 2873.334717
	Iteration 7Q: 3 clusters Score -32458.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32483.158203 Penalty: 2873.334717
	Iteration 8Q: 3 clusters Score -32483.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32507.904297 Penalty: 2873.334717
	Iteration 9Q: 3 clusters Score -32507.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32531.001953 Penalty: 2873.334717
	Iteration 10Q: 3 clusters Score -32531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32534.779297 Penalty: 2873.334717
	Iteration 11F: 3 clusters Score -32534.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32543.431641 Penalty: 2873.334717
	Iteration 12Q: 3 clusters Score -32543.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32592.035156 Penalty: 2873.334717
	Iteration 13Q: 3 clusters Score -32592.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32641.742188 Penalty: 2873.334717
	Iteration 14Q: 3 clusters Score -32641.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32646.291016 Penalty: 2873.334717
	Iteration 15Q: 3 clusters Score -32646.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32646.291016 Penalty: 2873.334717
	Iteration 16F: 3 clusters Score -32646.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61952 members 
Mstep: Class 3 contains 189448 members 
Mstep: Class 4 contains 55103 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100425 members 
Mstep: Class 7 contains 8879 members 
Mstep: Class 8 contains 161 members 
Mstep: Class 9 contains 112618 members 
Mstep: Class 10 contains 178049 members 
Mstep: Class 11 contains 6043 members 
Mstep: Class 12 contains 11912 members 
Mstep: Class 13 contains 169584 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51509 members 
Mstep: Class 17 contains 74475 members 
Mstep: Class 18 contains 172748 members 
Mstep: Class 19 contains 178041 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2573 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 167 members 
Entering Unmasked Estep 
Score: -180412928.000000 Penalty: 87655.367188
Splitting cluster 8 changes total score from -180414096.000000 to -180412928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (112618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112618 members 
Entering Unmasked Estep 
Score: -15137266.000000 Penalty: 2884.675781
	Iteration 0F: 2 clusters Score -1.513727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56362 members 
Mstep: Class 2 contains 56256 members 
Entering Unmasked Estep 
Score: -15062334.000000 Penalty: 5769.351562
	Iteration 0F: 3 clusters Score -1.506233e+07 nChanged 53466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58630 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -15093466.000000 Penalty: 5769.351562
	Iteration 1F: 3 clusters Score -1.509347e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -15095729.000000 Penalty: 5769.351562
	Iteration 2Q: 3 clusters Score -1.509573e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62880 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -15099550.000000 Penalty: 5769.351562
	Iteration 3F: 3 clusters Score -1.509955e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66772 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -15105080.000000 Penalty: 5769.351562
	Iteration 4F: 3 clusters Score -1.510508e+07 nChanged 8952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71558 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -15111734.000000 Penalty: 5769.351562
	Iteration 5F: 3 clusters Score -1.511173e+07 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76360 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -15118032.000000 Penalty: 5769.351562
	Iteration 6F: 3 clusters Score -1.511803e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80650 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -15123035.000000 Penalty: 5769.351562
	Iteration 7F: 3 clusters Score -1.512304e+07 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84154 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -15126645.000000 Penalty: 5769.351562
	Iteration 8Q: 3 clusters Score -1.512664e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86913 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -15128901.000000 Penalty: 5769.351562
	Iteration 9Q: 3 clusters Score -1.51289e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88985 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -15129991.000000 Penalty: 5769.351562
	Iteration 10Q: 3 clusters Score -1.512999e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90779 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -15130802.000000 Penalty: 5769.351562
	Iteration 11Q: 3 clusters Score -1.51308e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92361 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -15131358.000000 Penalty: 5769.351562
	Iteration 12Q: 3 clusters Score -1.513136e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93773 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -15131838.000000 Penalty: 5769.351562
	Iteration 13Q: 3 clusters Score -1.513184e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95152 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -15132178.000000 Penalty: 5769.351562
	Iteration 14Q: 3 clusters Score -1.513218e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96532 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -15132547.000000 Penalty: 5769.351562
	Iteration 15Q: 3 clusters Score -1.513255e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97838 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -15132975.000000 Penalty: 5769.351562
	Iteration 16Q: 3 clusters Score -1.513298e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99020 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -15133328.000000 Penalty: 5769.351562
	Iteration 17Q: 3 clusters Score -1.513333e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100133 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -15133581.000000 Penalty: 5769.351562
	Iteration 18Q: 3 clusters Score -1.513358e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101213 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -15133897.000000 Penalty: 5769.351562
	Iteration 19Q: 3 clusters Score -1.51339e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102206 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -15134160.000000 Penalty: 5769.351562
	Iteration 20F: 3 clusters Score -1.513416e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103157 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -15134419.000000 Penalty: 5769.351562
	Iteration 21Q: 3 clusters Score -1.513442e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104015 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -15134577.000000 Penalty: 5769.351562
	Iteration 22Q: 3 clusters Score -1.513458e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104767 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -15134775.000000 Penalty: 5769.351562
	Iteration 23Q: 3 clusters Score -1.513478e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105387 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -15134877.000000 Penalty: 5769.351562
	Iteration 24Q: 3 clusters Score -1.513488e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105928 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -15135021.000000 Penalty: 5769.351562
	Iteration 25Q: 3 clusters Score -1.513502e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106419 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -15135145.000000 Penalty: 5769.351562
	Iteration 26Q: 3 clusters Score -1.513514e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106869 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -15135239.000000 Penalty: 5769.351562
	Iteration 27Q: 3 clusters Score -1.513524e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107306 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -15135336.000000 Penalty: 5769.351562
	Iteration 28Q: 3 clusters Score -1.513534e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107688 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -15135404.000000 Penalty: 5769.351562
	Iteration 29Q: 3 clusters Score -1.51354e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108025 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -15135504.000000 Penalty: 5769.351562
	Iteration 30Q: 3 clusters Score -1.51355e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108309 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -15135586.000000 Penalty: 5769.351562
	Iteration 31Q: 3 clusters Score -1.513559e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108576 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -15135654.000000 Penalty: 5769.351562
	Iteration 32Q: 3 clusters Score -1.513565e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108826 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -15135765.000000 Penalty: 5769.351562
	Iteration 33Q: 3 clusters Score -1.513576e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109067 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -15135829.000000 Penalty: 5769.351562
	Iteration 34Q: 3 clusters Score -1.513583e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109301 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -15135882.000000 Penalty: 5769.351562
	Iteration 35Q: 3 clusters Score -1.513588e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109532 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -15135955.000000 Penalty: 5769.351562
	Iteration 36Q: 3 clusters Score -1.513596e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109740 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -15135990.000000 Penalty: 5769.351562
	Iteration 37Q: 3 clusters Score -1.513599e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109918 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -15136046.000000 Penalty: 5769.351562
	Iteration 38Q: 3 clusters Score -1.513605e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110067 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -15136009.000000 Penalty: 5769.351562
	Iteration 39Q: 3 clusters Score -1.513601e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110190 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -15136089.000000 Penalty: 5769.351562
	Iteration 40F: 3 clusters Score -1.513609e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110284 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -15136145.000000 Penalty: 5769.351562
	Iteration 41Q: 3 clusters Score -1.513614e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110394 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -15136151.000000 Penalty: 5769.351562
	Iteration 42Q: 3 clusters Score -1.513615e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110488 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -15136167.000000 Penalty: 5769.351562
	Iteration 43Q: 3 clusters Score -1.513617e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110576 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -15136195.000000 Penalty: 5769.351562
	Iteration 44Q: 3 clusters Score -1.51362e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110640 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -15136206.000000 Penalty: 5769.351562
	Iteration 45Q: 3 clusters Score -1.513621e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110698 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -15136185.000000 Penalty: 5769.351562
	Iteration 46Q: 3 clusters Score -1.513618e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110750 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -15136198.000000 Penalty: 5769.351562
	Iteration 47Q: 3 clusters Score -1.51362e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110789 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -15136212.000000 Penalty: 5769.351562
	Iteration 48Q: 3 clusters Score -1.513621e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110814 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -15136231.000000 Penalty: 5769.351562
	Iteration 49Q: 3 clusters Score -1.513623e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110842 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -15136227.000000 Penalty: 5769.351562
	Iteration 50Q: 3 clusters Score -1.513623e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110860 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -15136238.000000 Penalty: 5769.351562
	Iteration 51Q: 3 clusters Score -1.513624e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110879 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -15136231.000000 Penalty: 5769.351562
	Iteration 52Q: 3 clusters Score -1.513623e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110887 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -15136229.000000 Penalty: 5769.351562
	Iteration 53Q: 3 clusters Score -1.513623e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110900 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -15136223.000000 Penalty: 5769.351562
	Iteration 54Q: 3 clusters Score -1.513622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110909 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -15136225.000000 Penalty: 5769.351562
	Iteration 55Q: 3 clusters Score -1.513622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110916 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -15136231.000000 Penalty: 5769.351562
	Iteration 56Q: 3 clusters Score -1.513623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110921 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -15136224.000000 Penalty: 5769.351562
	Iteration 57Q: 3 clusters Score -1.513622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110926 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -15136224.000000 Penalty: 5769.351562
	Iteration 58Q: 3 clusters Score -1.513622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110936 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -15136243.000000 Penalty: 5769.351562
	Iteration 59Q: 3 clusters Score -1.513624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110942 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -15136250.000000 Penalty: 5769.351562
	Iteration 60F: 3 clusters Score -1.513625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110950 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -15136249.000000 Penalty: 5769.351562
	Iteration 61Q: 3 clusters Score -1.513625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110955 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -15136243.000000 Penalty: 5769.351562
	Iteration 62Q: 3 clusters Score -1.513624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110961 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -15136246.000000 Penalty: 5769.351562
	Iteration 63Q: 3 clusters Score -1.513625e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110972 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -15136240.000000 Penalty: 5769.351562
	Iteration 64Q: 3 clusters Score -1.513624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110978 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -15136245.000000 Penalty: 5769.351562
	Iteration 65Q: 3 clusters Score -1.513624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110988 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -15136241.000000 Penalty: 5769.351562
	Iteration 66Q: 3 clusters Score -1.513624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110992 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -15136240.000000 Penalty: 5769.351562
	Iteration 67Q: 3 clusters Score -1.513624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110998 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -15136245.000000 Penalty: 5769.351562
	Iteration 68Q: 3 clusters Score -1.513624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111005 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -15136247.000000 Penalty: 5769.351562
	Iteration 69Q: 3 clusters Score -1.513625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111011 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -15136240.000000 Penalty: 5769.351562
	Iteration 70Q: 3 clusters Score -1.513624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111016 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -15136229.000000 Penalty: 5769.351562
	Iteration 71Q: 3 clusters Score -1.513623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111022 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -15136222.000000 Penalty: 5769.351562
	Iteration 72Q: 3 clusters Score -1.513622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111030 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -15136252.000000 Penalty: 5769.351562
	Iteration 73Q: 3 clusters Score -1.513625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111036 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -15136254.000000 Penalty: 5769.351562
	Iteration 74Q: 3 clusters Score -1.513625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111042 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -15136244.000000 Penalty: 5769.351562
	Iteration 75Q: 3 clusters Score -1.513624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111047 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -15136247.000000 Penalty: 5769.351562
	Iteration 76Q: 3 clusters Score -1.513625e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111058 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -15136237.000000 Penalty: 5769.351562
	Iteration 77Q: 3 clusters Score -1.513624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111064 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -15136237.000000 Penalty: 5769.351562
	Iteration 78Q: 3 clusters Score -1.513624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111071 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -15136231.000000 Penalty: 5769.351562
	Iteration 79Q: 3 clusters Score -1.513623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111078 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -15136230.000000 Penalty: 5769.351562
	Iteration 80F: 3 clusters Score -1.513623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111081 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -15136234.000000 Penalty: 5769.351562
	Iteration 81Q: 3 clusters Score -1.513623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111086 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -15136231.000000 Penalty: 5769.351562
	Iteration 82Q: 3 clusters Score -1.513623e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111092 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -15136226.000000 Penalty: 5769.351562
	Iteration 83Q: 3 clusters Score -1.513623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111096 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -15136215.000000 Penalty: 5769.351562
	Iteration 84Q: 3 clusters Score -1.513622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111099 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -15136212.000000 Penalty: 5769.351562
	Iteration 85Q: 3 clusters Score -1.513621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111101 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -15136221.000000 Penalty: 5769.351562
	Iteration 86Q: 3 clusters Score -1.513622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111102 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -15136214.000000 Penalty: 5769.351562
	Iteration 87Q: 3 clusters Score -1.513621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111103 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -15136217.000000 Penalty: 5769.351562
	Iteration 88Q: 3 clusters Score -1.513622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111103 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -15136217.000000 Penalty: 5769.351562
	Iteration 89F: 3 clusters Score -1.513622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (178049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178049 members 
Entering Unmasked Estep 
Score: -23679310.000000 Penalty: 2998.273926
	Iteration 0F: 2 clusters Score -2.367931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89067 members 
Mstep: Class 2 contains 88982 members 
Entering Unmasked Estep 
Score: -23563810.000000 Penalty: 5996.547852
	Iteration 0F: 3 clusters Score -2.356381e+07 nChanged 85661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89300 members 
Mstep: Class 2 contains 88749 members 
Entering Unmasked Estep 
Score: -23614404.000000 Penalty: 5996.547852
	Iteration 1F: 3 clusters Score -2.36144e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88980 members 
Mstep: Class 2 contains 89069 members 
Entering Unmasked Estep 
Score: -23615102.000000 Penalty: 5996.547852
	Iteration 2Q: 3 clusters Score -2.36151e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88519 members 
Mstep: Class 2 contains 89530 members 
Entering Unmasked Estep 
Score: -23615910.000000 Penalty: 5996.547852
	Iteration 3Q: 3 clusters Score -2.361591e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87873 members 
Mstep: Class 2 contains 90176 members 
Entering Unmasked Estep 
Score: -23616974.000000 Penalty: 5996.547852
	Iteration 4Q: 3 clusters Score -2.361697e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86871 members 
Mstep: Class 2 contains 91178 members 
Entering Unmasked Estep 
Score: -23618172.000000 Penalty: 5996.547852
	Iteration 5Q: 3 clusters Score -2.361817e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85432 members 
Mstep: Class 2 contains 92617 members 
Entering Unmasked Estep 
Score: -23620002.000000 Penalty: 5996.547852
	Iteration 6Q: 3 clusters Score -2.362e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83613 members 
Mstep: Class 2 contains 94436 members 
Entering Unmasked Estep 
Score: -23622664.000000 Penalty: 5996.547852
	Iteration 7Q: 3 clusters Score -2.362266e+07 nChanged 7932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81373 members 
Mstep: Class 2 contains 96676 members 
Entering Unmasked Estep 
Score: -23626402.000000 Penalty: 5996.547852
	Iteration 8Q: 3 clusters Score -2.36264e+07 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78955 members 
Mstep: Class 2 contains 99094 members 
Entering Unmasked Estep 
Score: -23631946.000000 Penalty: 5996.547852
	Iteration 9F: 3 clusters Score -2.363195e+07 nChanged 10087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76488 members 
Mstep: Class 2 contains 101561 members 
Entering Unmasked Estep 
Score: -23638444.000000 Penalty: 5996.547852
	Iteration 10F: 3 clusters Score -2.363844e+07 nChanged 10102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74364 members 
Mstep: Class 2 contains 103685 members 
Entering Unmasked Estep 
Score: -23644794.000000 Penalty: 5996.547852
	Iteration 11F: 3 clusters Score -2.364479e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72693 members 
Mstep: Class 2 contains 105356 members 
Entering Unmasked Estep 
Score: -23648738.000000 Penalty: 5996.547852
	Iteration 12Q: 3 clusters Score -2.364874e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71090 members 
Mstep: Class 2 contains 106959 members 
Entering Unmasked Estep 
Score: -23650086.000000 Penalty: 5996.547852
	Iteration 13Q: 3 clusters Score -2.365009e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69293 members 
Mstep: Class 2 contains 108756 members 
Entering Unmasked Estep 
Score: -23650560.000000 Penalty: 5996.547852
	Iteration 14Q: 3 clusters Score -2.365056e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67481 members 
Mstep: Class 2 contains 110568 members 
Entering Unmasked Estep 
Score: -23650944.000000 Penalty: 5996.547852
	Iteration 15Q: 3 clusters Score -2.365094e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65558 members 
Mstep: Class 2 contains 112491 members 
Entering Unmasked Estep 
Score: -23651250.000000 Penalty: 5996.547852
	Iteration 16Q: 3 clusters Score -2.365125e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63465 members 
Mstep: Class 2 contains 114584 members 
Entering Unmasked Estep 
Score: -23651798.000000 Penalty: 5996.547852
	Iteration 17Q: 3 clusters Score -2.36518e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61145 members 
Mstep: Class 2 contains 116904 members 
Entering Unmasked Estep 
Score: -23652386.000000 Penalty: 5996.547852
	Iteration 18Q: 3 clusters Score -2.365239e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58724 members 
Mstep: Class 2 contains 119325 members 
Entering Unmasked Estep 
Score: -23653028.000000 Penalty: 5996.547852
	Iteration 19Q: 3 clusters Score -2.365303e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56133 members 
Mstep: Class 2 contains 121916 members 
Entering Unmasked Estep 
Score: -23653702.000000 Penalty: 5996.547852
	Iteration 20F: 3 clusters Score -2.36537e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 124655 members 
Entering Unmasked Estep 
Score: -23654606.000000 Penalty: 5996.547852
	Iteration 21Q: 3 clusters Score -2.365461e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 127545 members 
Entering Unmasked Estep 
Score: -23655756.000000 Penalty: 5996.547852
	Iteration 22Q: 3 clusters Score -2.365576e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 130543 members 
Entering Unmasked Estep 
Score: -23656942.000000 Penalty: 5996.547852
	Iteration 23Q: 3 clusters Score -2.365694e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 133762 members 
Entering Unmasked Estep 
Score: -23658122.000000 Penalty: 5996.547852
	Iteration 24Q: 3 clusters Score -2.365812e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 137097 members 
Entering Unmasked Estep 
Score: -23659466.000000 Penalty: 5996.547852
	Iteration 25Q: 3 clusters Score -2.365947e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 140402 members 
Entering Unmasked Estep 
Score: -23660656.000000 Penalty: 5996.547852
	Iteration 26Q: 3 clusters Score -2.366066e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 143768 members 
Entering Unmasked Estep 
Score: -23662180.000000 Penalty: 5996.547852
	Iteration 27Q: 3 clusters Score -2.366218e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 147029 members 
Entering Unmasked Estep 
Score: -23663542.000000 Penalty: 5996.547852
	Iteration 28Q: 3 clusters Score -2.366354e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 150072 members 
Entering Unmasked Estep 
Score: -23665032.000000 Penalty: 5996.547852
	Iteration 29Q: 3 clusters Score -2.366503e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 152923 members 
Entering Unmasked Estep 
Score: -23666426.000000 Penalty: 5996.547852
	Iteration 30Q: 3 clusters Score -2.366643e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 155608 members 
Entering Unmasked Estep 
Score: -23667752.000000 Penalty: 5996.547852
	Iteration 31Q: 3 clusters Score -2.366775e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 158106 members 
Entering Unmasked Estep 
Score: -23668874.000000 Penalty: 5996.547852
	Iteration 32Q: 3 clusters Score -2.366887e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 160429 members 
Entering Unmasked Estep 
Score: -23670170.000000 Penalty: 5996.547852
	Iteration 33Q: 3 clusters Score -2.367017e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 162627 members 
Entering Unmasked Estep 
Score: -23671134.000000 Penalty: 5996.547852
	Iteration 34Q: 3 clusters Score -2.367113e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 164653 members 
Entering Unmasked Estep 
Score: -23672048.000000 Penalty: 5996.547852
	Iteration 35Q: 3 clusters Score -2.367205e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 166510 members 
Entering Unmasked Estep 
Score: -23672808.000000 Penalty: 5996.547852
	Iteration 36Q: 3 clusters Score -2.367281e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 168076 members 
Entering Unmasked Estep 
Score: -23673296.000000 Penalty: 5996.547852
	Iteration 37Q: 3 clusters Score -2.36733e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 169533 members 
Entering Unmasked Estep 
Score: -23673748.000000 Penalty: 5996.547852
	Iteration 38Q: 3 clusters Score -2.367375e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 170772 members 
Entering Unmasked Estep 
Score: -23674320.000000 Penalty: 5996.547852
	Iteration 39Q: 3 clusters Score -2.367432e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 171806 members 
Entering Unmasked Estep 
Score: -23674648.000000 Penalty: 5996.547852
	Iteration 40F: 3 clusters Score -2.367465e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 172668 members 
Entering Unmasked Estep 
Score: -23674972.000000 Penalty: 5996.547852
	Iteration 41Q: 3 clusters Score -2.367497e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 173401 members 
Entering Unmasked Estep 
Score: -23675278.000000 Penalty: 5996.547852
	Iteration 42Q: 3 clusters Score -2.367528e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 174010 members 
Entering Unmasked Estep 
Score: -23675564.000000 Penalty: 5996.547852
	Iteration 43Q: 3 clusters Score -2.367556e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 174569 members 
Entering Unmasked Estep 
Score: -23675892.000000 Penalty: 5996.547852
	Iteration 44Q: 3 clusters Score -2.367589e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 175018 members 
Entering Unmasked Estep 
Score: -23676042.000000 Penalty: 5996.547852
	Iteration 45Q: 3 clusters Score -2.367604e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 175378 members 
Entering Unmasked Estep 
Score: -23676236.000000 Penalty: 5996.547852
	Iteration 46Q: 3 clusters Score -2.367624e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 175655 members 
Entering Unmasked Estep 
Score: -23676310.000000 Penalty: 5996.547852
	Iteration 47Q: 3 clusters Score -2.367631e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 175886 members 
Entering Unmasked Estep 
Score: -23676380.000000 Penalty: 5996.547852
	Iteration 48Q: 3 clusters Score -2.367638e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 176090 members 
Entering Unmasked Estep 
Score: -23676418.000000 Penalty: 5996.547852
	Iteration 49Q: 3 clusters Score -2.367642e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 176229 members 
Entering Unmasked Estep 
Score: -23676474.000000 Penalty: 5996.547852
	Iteration 50Q: 3 clusters Score -2.367647e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 176344 members 
Entering Unmasked Estep 
Score: -23676538.000000 Penalty: 5996.547852
	Iteration 51Q: 3 clusters Score -2.367654e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 176436 members 
Entering Unmasked Estep 
Score: -23676546.000000 Penalty: 5996.547852
	Iteration 52Q: 3 clusters Score -2.367655e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 176527 members 
Entering Unmasked Estep 
Score: -23676588.000000 Penalty: 5996.547852
	Iteration 53Q: 3 clusters Score -2.367659e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 176618 members 
Entering Unmasked Estep 
Score: -23676636.000000 Penalty: 5996.547852
	Iteration 54Q: 3 clusters Score -2.367664e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 176685 members 
Entering Unmasked Estep 
Score: -23676674.000000 Penalty: 5996.547852
	Iteration 55Q: 3 clusters Score -2.367667e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 176743 members 
Entering Unmasked Estep 
Score: -23676702.000000 Penalty: 5996.547852
	Iteration 56Q: 3 clusters Score -2.36767e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 176768 members 
Entering Unmasked Estep 
Score: -23676704.000000 Penalty: 5996.547852
	Iteration 57Q: 3 clusters Score -2.36767e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 176801 members 
Entering Unmasked Estep 
Score: -23676738.000000 Penalty: 5996.547852
	Iteration 58Q: 3 clusters Score -2.367674e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 176833 members 
Entering Unmasked Estep 
Score: -23676756.000000 Penalty: 5996.547852
	Iteration 59Q: 3 clusters Score -2.367676e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 176863 members 
Entering Unmasked Estep 
Score: -23676792.000000 Penalty: 5996.547852
	Iteration 60F: 3 clusters Score -2.367679e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 176892 members 
Entering Unmasked Estep 
Score: -23676798.000000 Penalty: 5996.547852
	Iteration 61Q: 3 clusters Score -2.36768e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 176920 members 
Entering Unmasked Estep 
Score: -23676830.000000 Penalty: 5996.547852
	Iteration 62Q: 3 clusters Score -2.367683e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 176941 members 
Entering Unmasked Estep 
Score: -23676820.000000 Penalty: 5996.547852
	Iteration 63Q: 3 clusters Score -2.367682e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 176959 members 
Entering Unmasked Estep 
Score: -23676828.000000 Penalty: 5996.547852
	Iteration 64Q: 3 clusters Score -2.367683e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 176971 members 
Entering Unmasked Estep 
Score: -23676842.000000 Penalty: 5996.547852
	Iteration 65Q: 3 clusters Score -2.367684e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 176990 members 
Entering Unmasked Estep 
Score: -23676844.000000 Penalty: 5996.547852
	Iteration 66Q: 3 clusters Score -2.367684e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 176999 members 
Entering Unmasked Estep 
Score: -23676844.000000 Penalty: 5996.547852
	Iteration 67Q: 3 clusters Score -2.367684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 177009 members 
Entering Unmasked Estep 
Score: -23676854.000000 Penalty: 5996.547852
	Iteration 68Q: 3 clusters Score -2.367685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 177019 members 
Entering Unmasked Estep 
Score: -23676874.000000 Penalty: 5996.547852
	Iteration 69Q: 3 clusters Score -2.367687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 177025 members 
Entering Unmasked Estep 
Score: -23676866.000000 Penalty: 5996.547852
	Iteration 70Q: 3 clusters Score -2.367687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 177028 members 
Entering Unmasked Estep 
Score: -23676886.000000 Penalty: 5996.547852
	Iteration 71Q: 3 clusters Score -2.367689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 177035 members 
Entering Unmasked Estep 
Score: -23676892.000000 Penalty: 5996.547852
	Iteration 72Q: 3 clusters Score -2.367689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 177037 members 
Entering Unmasked Estep 
Score: -23676900.000000 Penalty: 5996.547852
	Iteration 73Q: 3 clusters Score -2.36769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 177039 members 
Entering Unmasked Estep 
Score: -23676876.000000 Penalty: 5996.547852
	Iteration 74Q: 3 clusters Score -2.367688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 177041 members 
Entering Unmasked Estep 
Score: -23676880.000000 Penalty: 5996.547852
	Iteration 75Q: 3 clusters Score -2.367688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 177044 members 
Entering Unmasked Estep 
Score: -23676888.000000 Penalty: 5996.547852
	Iteration 76Q: 3 clusters Score -2.367689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 177048 members 
Entering Unmasked Estep 
Score: -23676900.000000 Penalty: 5996.547852
	Iteration 77Q: 3 clusters Score -2.36769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 177050 members 
Entering Unmasked Estep 
Score: -23676910.000000 Penalty: 5996.547852
	Iteration 78Q: 3 clusters Score -2.367691e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 177056 members 
Entering Unmasked Estep 
Score: -23676884.000000 Penalty: 5996.547852
	Iteration 79Q: 3 clusters Score -2.367688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 177066 members 
Entering Unmasked Estep 
Score: -23676878.000000 Penalty: 5996.547852
	Iteration 80F: 3 clusters Score -2.367688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 177074 members 
Entering Unmasked Estep 
Score: -23676880.000000 Penalty: 5996.547852
	Iteration 81Q: 3 clusters Score -2.367688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 177083 members 
Entering Unmasked Estep 
Score: -23676920.000000 Penalty: 5996.547852
	Iteration 82Q: 3 clusters Score -2.367692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 177085 members 
Entering Unmasked Estep 
Score: -23676894.000000 Penalty: 5996.547852
	Iteration 83Q: 3 clusters Score -2.367689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 177086 members 
Entering Unmasked Estep 
Score: -23676916.000000 Penalty: 5996.547852
	Iteration 84Q: 3 clusters Score -2.367692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 177089 members 
Entering Unmasked Estep 
Score: -23676914.000000 Penalty: 5996.547852
	Iteration 85Q: 3 clusters Score -2.367691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 177091 members 
Entering Unmasked Estep 
Score: -23676918.000000 Penalty: 5996.547852
	Iteration 86Q: 3 clusters Score -2.367692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 177093 members 
Entering Unmasked Estep 
Score: -23676908.000000 Penalty: 5996.547852
	Iteration 87Q: 3 clusters Score -2.367691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 177095 members 
Entering Unmasked Estep 
Score: -23676924.000000 Penalty: 5996.547852
	Iteration 88Q: 3 clusters Score -2.367692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 177096 members 
Entering Unmasked Estep 
Score: -23676908.000000 Penalty: 5996.547852
	Iteration 89Q: 3 clusters Score -2.367691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 177096 members 
Entering Unmasked Estep 
Score: -23676908.000000 Penalty: 5996.547852
	Iteration 90F: 3 clusters Score -2.367691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Entering Unmasked Estep 
Score: -803866.625000 Penalty: 2159.250488
	Iteration 0F: 2 clusters Score -803866.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -798658.000000 Penalty: 4318.500977
	Iteration 0F: 3 clusters Score -798658 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -799946.000000 Penalty: 4318.500977
	Iteration 1F: 3 clusters Score -799946 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -800194.437500 Penalty: 4318.500977
	Iteration 2F: 3 clusters Score -800194.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -800375.062500 Penalty: 4318.500977
	Iteration 3F: 3 clusters Score -800375.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -800493.312500 Penalty: 4318.500977
	Iteration 4Q: 3 clusters Score -800493.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -800582.187500 Penalty: 4318.500977
	Iteration 5Q: 3 clusters Score -800582.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -800658.937500 Penalty: 4318.500977
	Iteration 6Q: 3 clusters Score -800658.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -800728.187500 Penalty: 4318.500977
	Iteration 7Q: 3 clusters Score -800728.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -800788.937500 Penalty: 4318.500977
	Iteration 8Q: 3 clusters Score -800788.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -800839.687500 Penalty: 4318.500977
	Iteration 9Q: 3 clusters Score -800839.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -800889.125000 Penalty: 4318.500977
	Iteration 10Q: 3 clusters Score -800889.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -800930.437500 Penalty: 4318.500977
	Iteration 11Q: 3 clusters Score -800930.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -800978.937500 Penalty: 4318.500977
	Iteration 12Q: 3 clusters Score -800978.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -801024.187500 Penalty: 4318.500977
	Iteration 13Q: 3 clusters Score -801024.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -801080.500000 Penalty: 4318.500977
	Iteration 14Q: 3 clusters Score -801080.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -801146.187500 Penalty: 4318.500977
	Iteration 15Q: 3 clusters Score -801146.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -801212.937500 Penalty: 4318.500977
	Iteration 16Q: 3 clusters Score -801212.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -801286.562500 Penalty: 4318.500977
	Iteration 17Q: 3 clusters Score -801286.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -801371.375000 Penalty: 4318.500977
	Iteration 18Q: 3 clusters Score -801371.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -801440.937500 Penalty: 4318.500977
	Iteration 19Q: 3 clusters Score -801440.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -801506.937500 Penalty: 4318.500977
	Iteration 20F: 3 clusters Score -801506.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -801566.125000 Penalty: 4318.500977
	Iteration 21Q: 3 clusters Score -801566.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -801614.625000 Penalty: 4318.500977
	Iteration 22Q: 3 clusters Score -801614.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -801658.937500 Penalty: 4318.500977
	Iteration 23Q: 3 clusters Score -801658.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -801703.500000 Penalty: 4318.500977
	Iteration 24Q: 3 clusters Score -801703.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -801731.500000 Penalty: 4318.500977
	Iteration 25Q: 3 clusters Score -801731.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -801761.000000 Penalty: 4318.500977
	Iteration 26Q: 3 clusters Score -801761 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -801784.500000 Penalty: 4318.500977
	Iteration 27Q: 3 clusters Score -801784.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -801798.062500 Penalty: 4318.500977
	Iteration 28Q: 3 clusters Score -801798.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -801806.812500 Penalty: 4318.500977
	Iteration 29Q: 3 clusters Score -801806.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -801820.750000 Penalty: 4318.500977
	Iteration 30Q: 3 clusters Score -801820.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -801832.187500 Penalty: 4318.500977
	Iteration 31Q: 3 clusters Score -801832.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -801843.312500 Penalty: 4318.500977
	Iteration 32Q: 3 clusters Score -801843.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -801853.187500 Penalty: 4318.500977
	Iteration 33Q: 3 clusters Score -801853.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -801862.437500 Penalty: 4318.500977
	Iteration 34Q: 3 clusters Score -801862.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -801869.000000 Penalty: 4318.500977
	Iteration 35Q: 3 clusters Score -801869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -801872.562500 Penalty: 4318.500977
	Iteration 36Q: 3 clusters Score -801872.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -801875.687500 Penalty: 4318.500977
	Iteration 37Q: 3 clusters Score -801875.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -801877.875000 Penalty: 4318.500977
	Iteration 38Q: 3 clusters Score -801877.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -801878.312500 Penalty: 4318.500977
	Iteration 39Q: 3 clusters Score -801878.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -801881.187500 Penalty: 4318.500977
	Iteration 40F: 3 clusters Score -801881.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -801884.125000 Penalty: 4318.500977
	Iteration 41Q: 3 clusters Score -801884.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -801885.750000 Penalty: 4318.500977
	Iteration 42Q: 3 clusters Score -801885.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -801886.500000 Penalty: 4318.500977
	Iteration 43Q: 3 clusters Score -801886.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -801889.062500 Penalty: 4318.500977
	Iteration 44Q: 3 clusters Score -801889.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -801891.687500 Penalty: 4318.500977
	Iteration 45Q: 3 clusters Score -801891.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -801891.687500 Penalty: 4318.500977
	Iteration 46F: 3 clusters Score -801891.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Entering Unmasked Estep 
Score: -1588543.375000 Penalty: 2327.554688
	Iteration 0F: 2 clusters Score -1588543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1579636.250000 Penalty: 4655.109375
	Iteration 0F: 3 clusters Score -1579636 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1582579.875000 Penalty: 4655.109375
	Iteration 1F: 3 clusters Score -1582580 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1583276.875000 Penalty: 4655.109375
	Iteration 2F: 3 clusters Score -1583277 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1583977.125000 Penalty: 4655.109375
	Iteration 3F: 3 clusters Score -1583977 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1584606.625000 Penalty: 4655.109375
	Iteration 4F: 3 clusters Score -1584607 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1585107.875000 Penalty: 4655.109375
	Iteration 5F: 3 clusters Score -1585108 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1585536.375000 Penalty: 4655.109375
	Iteration 6F: 3 clusters Score -1585536 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1585843.875000 Penalty: 4655.109375
	Iteration 7Q: 3 clusters Score -1585844 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1586103.875000 Penalty: 4655.109375
	Iteration 8Q: 3 clusters Score -1586104 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1586279.375000 Penalty: 4655.109375
	Iteration 9Q: 3 clusters Score -1586279 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1586402.625000 Penalty: 4655.109375
	Iteration 10Q: 3 clusters Score -1586403 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1586500.625000 Penalty: 4655.109375
	Iteration 11Q: 3 clusters Score -1586501 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1586562.875000 Penalty: 4655.109375
	Iteration 12Q: 3 clusters Score -1586563 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1586594.875000 Penalty: 4655.109375
	Iteration 13Q: 3 clusters Score -1586595 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1586621.500000 Penalty: 4655.109375
	Iteration 14Q: 3 clusters Score -1586622 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1586646.250000 Penalty: 4655.109375
	Iteration 15Q: 3 clusters Score -1586646 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1586660.875000 Penalty: 4655.109375
	Iteration 16Q: 3 clusters Score -1586661 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1586676.625000 Penalty: 4655.109375
	Iteration 17Q: 3 clusters Score -1586677 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1586697.125000 Penalty: 4655.109375
	Iteration 18Q: 3 clusters Score -1586697 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1586711.250000 Penalty: 4655.109375
	Iteration 19Q: 3 clusters Score -1586711 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1586727.625000 Penalty: 4655.109375
	Iteration 20F: 3 clusters Score -1586728 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1586747.000000 Penalty: 4655.109375
	Iteration 21Q: 3 clusters Score -1586747 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1586769.250000 Penalty: 4655.109375
	Iteration 22Q: 3 clusters Score -1586769 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1586798.750000 Penalty: 4655.109375
	Iteration 23Q: 3 clusters Score -1586799 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1586837.500000 Penalty: 4655.109375
	Iteration 24Q: 3 clusters Score -1586838 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1586857.000000 Penalty: 4655.109375
	Iteration 25Q: 3 clusters Score -1586857 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1586898.750000 Penalty: 4655.109375
	Iteration 26Q: 3 clusters Score -1586899 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1586921.875000 Penalty: 4655.109375
	Iteration 27Q: 3 clusters Score -1586922 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1586955.000000 Penalty: 4655.109375
	Iteration 28Q: 3 clusters Score -1586955 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1586973.500000 Penalty: 4655.109375
	Iteration 29Q: 3 clusters Score -1586974 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1587008.125000 Penalty: 4655.109375
	Iteration 30Q: 3 clusters Score -1587008 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1587047.375000 Penalty: 4655.109375
	Iteration 31Q: 3 clusters Score -1587047 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1587070.750000 Penalty: 4655.109375
	Iteration 32Q: 3 clusters Score -1587071 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1587081.125000 Penalty: 4655.109375
	Iteration 33Q: 3 clusters Score -1587081 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1587096.250000 Penalty: 4655.109375
	Iteration 34Q: 3 clusters Score -1587096 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1587104.125000 Penalty: 4655.109375
	Iteration 35Q: 3 clusters Score -1587104 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1587119.500000 Penalty: 4655.109375
	Iteration 36Q: 3 clusters Score -1587120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1587133.000000 Penalty: 4655.109375
	Iteration 37Q: 3 clusters Score -1587133 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1587140.625000 Penalty: 4655.109375
	Iteration 38Q: 3 clusters Score -1587141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1587145.250000 Penalty: 4655.109375
	Iteration 39Q: 3 clusters Score -1587145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1587153.625000 Penalty: 4655.109375
	Iteration 40F: 3 clusters Score -1587154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1587153.625000 Penalty: 4655.109375
	Iteration 41Q: 3 clusters Score -1587154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1587158.125000 Penalty: 4655.109375
	Iteration 42Q: 3 clusters Score -1587158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1587166.750000 Penalty: 4655.109375
	Iteration 43Q: 3 clusters Score -1587167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1587172.375000 Penalty: 4655.109375
	Iteration 44Q: 3 clusters Score -1587172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1587171.500000 Penalty: 4655.109375
	Iteration 45Q: 3 clusters Score -1587172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1587169.875000 Penalty: 4655.109375
	Iteration 46Q: 3 clusters Score -1587170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1587178.875000 Penalty: 4655.109375
	Iteration 47Q: 3 clusters Score -1587179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1587176.000000 Penalty: 4655.109375
	Iteration 48Q: 3 clusters Score -1587176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1587177.375000 Penalty: 4655.109375
	Iteration 49Q: 3 clusters Score -1587177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1587180.125000 Penalty: 4655.109375
	Iteration 50Q: 3 clusters Score -1587180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1587184.250000 Penalty: 4655.109375
	Iteration 51Q: 3 clusters Score -1587184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1587188.000000 Penalty: 4655.109375
	Iteration 52Q: 3 clusters Score -1587188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1587187.750000 Penalty: 4655.109375
	Iteration 53Q: 3 clusters Score -1587188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1587190.375000 Penalty: 4655.109375
	Iteration 54Q: 3 clusters Score -1587190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1587190.375000 Penalty: 4655.109375
	Iteration 55Q: 3 clusters Score -1587190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1587198.125000 Penalty: 4655.109375
	Iteration 56Q: 3 clusters Score -1587198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1587201.375000 Penalty: 4655.109375
	Iteration 57Q: 3 clusters Score -1587201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1587208.000000 Penalty: 4655.109375
	Iteration 58Q: 3 clusters Score -1587208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1587219.000000 Penalty: 4655.109375
	Iteration 59Q: 3 clusters Score -1587219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1587222.625000 Penalty: 4655.109375
	Iteration 60F: 3 clusters Score -1587223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1587227.500000 Penalty: 4655.109375
	Iteration 61Q: 3 clusters Score -1587228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1587230.125000 Penalty: 4655.109375
	Iteration 62Q: 3 clusters Score -1587230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1587231.750000 Penalty: 4655.109375
	Iteration 63Q: 3 clusters Score -1587232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1587235.250000 Penalty: 4655.109375
	Iteration 64Q: 3 clusters Score -1587235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1587235.125000 Penalty: 4655.109375
	Iteration 65Q: 3 clusters Score -1587235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1587233.750000 Penalty: 4655.109375
	Iteration 66Q: 3 clusters Score -1587234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1587234.500000 Penalty: 4655.109375
	Iteration 67Q: 3 clusters Score -1587234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1587236.500000 Penalty: 4655.109375
	Iteration 68Q: 3 clusters Score -1587236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1587243.125000 Penalty: 4655.109375
	Iteration 69Q: 3 clusters Score -1587243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1587239.375000 Penalty: 4655.109375
	Iteration 70Q: 3 clusters Score -1587239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1587242.375000 Penalty: 4655.109375
	Iteration 71Q: 3 clusters Score -1587242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1587245.625000 Penalty: 4655.109375
	Iteration 72Q: 3 clusters Score -1587246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1587243.500000 Penalty: 4655.109375
	Iteration 73Q: 3 clusters Score -1587244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1587245.250000 Penalty: 4655.109375
	Iteration 74Q: 3 clusters Score -1587245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1587243.000000 Penalty: 4655.109375
	Iteration 75Q: 3 clusters Score -1587243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1587243.000000 Penalty: 4655.109375
	Iteration 76F: 3 clusters Score -1587243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (169584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169584 members 
Entering Unmasked Estep 
Score: -22669592.000000 Penalty: 2986.193604
	Iteration 0F: 2 clusters Score -2.266959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84976 members 
Mstep: Class 2 contains 84608 members 
Entering Unmasked Estep 
Score: -22562626.000000 Penalty: 5972.387207
	Iteration 0F: 3 clusters Score -2.256263e+07 nChanged 81179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89571 members 
Mstep: Class 2 contains 80013 members 
Entering Unmasked Estep 
Score: -22609816.000000 Penalty: 5972.387207
	Iteration 1F: 3 clusters Score -2.260982e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92934 members 
Mstep: Class 2 contains 76650 members 
Entering Unmasked Estep 
Score: -22610978.000000 Penalty: 5972.387207
	Iteration 2Q: 3 clusters Score -2.261098e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98201 members 
Mstep: Class 2 contains 71383 members 
Entering Unmasked Estep 
Score: -22613296.000000 Penalty: 5972.387207
	Iteration 3Q: 3 clusters Score -2.26133e+07 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106196 members 
Mstep: Class 2 contains 63388 members 
Entering Unmasked Estep 
Score: -22617462.000000 Penalty: 5972.387207
	Iteration 4F: 3 clusters Score -2.261746e+07 nChanged 11882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117364 members 
Mstep: Class 2 contains 52220 members 
Entering Unmasked Estep 
Score: -22624766.000000 Penalty: 5972.387207
	Iteration 5F: 3 clusters Score -2.262477e+07 nChanged 14250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131096 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -22636030.000000 Penalty: 5972.387207
	Iteration 6F: 3 clusters Score -2.263603e+07 nChanged 14291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145139 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -22649202.000000 Penalty: 5972.387207
	Iteration 7F: 3 clusters Score -2.26492e+07 nChanged 11612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156649 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -22660666.000000 Penalty: 5972.387207
	Iteration 8F: 3 clusters Score -2.266067e+07 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163991 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -22665630.000000 Penalty: 5972.387207
	Iteration 9Q: 3 clusters Score -2.266563e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167424 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -22666978.000000 Penalty: 5972.387207
	Iteration 10Q: 3 clusters Score -2.266698e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168633 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -22667050.000000 Penalty: 5972.387207
	Iteration 11Q: 3 clusters Score -2.266705e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168995 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -22667158.000000 Penalty: 5972.387207
	Iteration 12Q: 3 clusters Score -2.266716e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169128 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -22667124.000000 Penalty: 5972.387207
	Iteration 13Q: 3 clusters Score -2.266712e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169176 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -22667166.000000 Penalty: 5972.387207
	Iteration 14Q: 3 clusters Score -2.266717e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169204 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -22667196.000000 Penalty: 5972.387207
	Iteration 15Q: 3 clusters Score -2.26672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169216 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -22667188.000000 Penalty: 5972.387207
	Iteration 16Q: 3 clusters Score -2.266719e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169227 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -22667184.000000 Penalty: 5972.387207
	Iteration 17Q: 3 clusters Score -2.266718e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169239 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -22667176.000000 Penalty: 5972.387207
	Iteration 18Q: 3 clusters Score -2.266718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169245 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -22667180.000000 Penalty: 5972.387207
	Iteration 19Q: 3 clusters Score -2.266718e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169257 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -22667196.000000 Penalty: 5972.387207
	Iteration 20F: 3 clusters Score -2.26672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169263 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -22667208.000000 Penalty: 5972.387207
	Iteration 21Q: 3 clusters Score -2.266721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169265 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -22667198.000000 Penalty: 5972.387207
	Iteration 22Q: 3 clusters Score -2.26672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169267 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -22667186.000000 Penalty: 5972.387207
	Iteration 23Q: 3 clusters Score -2.266719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169267 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -22667186.000000 Penalty: 5972.387207
	Iteration 24F: 3 clusters Score -2.266719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -91993.265625 Penalty: 1641.447266
	Iteration 0F: 2 clusters Score -91993.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -90232.328125 Penalty: 3282.894531
	Iteration 0F: 3 clusters Score -90232.33 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90446.585938 Penalty: 3282.894531
	Iteration 1F: 3 clusters Score -90446.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -90572.781250 Penalty: 3282.894531
	Iteration 2F: 3 clusters Score -90572.78 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -90676.109375 Penalty: 3282.894531
	Iteration 3F: 3 clusters Score -90676.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -90729.218750 Penalty: 3282.894531
	Iteration 4Q: 3 clusters Score -90729.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -90770.414062 Penalty: 3282.894531
	Iteration 5Q: 3 clusters Score -90770.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -90809.398438 Penalty: 3282.894531
	Iteration 6Q: 3 clusters Score -90809.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -90844.921875 Penalty: 3282.894531
	Iteration 7Q: 3 clusters Score -90844.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -90898.617188 Penalty: 3282.894531
	Iteration 8Q: 3 clusters Score -90898.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -90931.937500 Penalty: 3282.894531
	Iteration 9Q: 3 clusters Score -90931.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -90969.000000 Penalty: 3282.894531
	Iteration 10Q: 3 clusters Score -90969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -91023.945312 Penalty: 3282.894531
	Iteration 11Q: 3 clusters Score -91023.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -91181.531250 Penalty: 3282.894531
	Iteration 12Q: 3 clusters Score -91181.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91400.601562 Penalty: 3282.894531
	Iteration 13Q: 3 clusters Score -91400.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -91814.375000 Penalty: 3282.894531
	Iteration 14Q: 3 clusters Score -91814.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -92134.132812 Penalty: 3282.894531
	Iteration 15Q: 3 clusters Score -92134.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -92396.851562 Penalty: 3282.894531
	Iteration 16Q: 3 clusters Score -92396.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -92703.601562 Penalty: 3282.894531
	Iteration 17Q: 3 clusters Score -92703.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -92793.085938 Penalty: 3282.894531
	Iteration 18Q: 3 clusters Score -92793.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -92793.085938 Penalty: 3282.894531
	Iteration 19F: 3 clusters Score -92793.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61952 members 
Mstep: Class 3 contains 189448 members 
Mstep: Class 4 contains 55103 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100425 members 
Mstep: Class 7 contains 8879 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112618 members 
Mstep: Class 10 contains 178049 members 
Mstep: Class 11 contains 6043 members 
Mstep: Class 12 contains 11912 members 
Mstep: Class 13 contains 169584 members 
Mstep: Class 14 contains 416 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51509 members 
Mstep: Class 17 contains 74475 members 
Mstep: Class 18 contains 172748 members 
Mstep: Class 19 contains 178041 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2573 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 333 members 
Entering Unmasked Estep 
Score: -180413312.000000 Penalty: 87655.367188
Splitting cluster 14 changes total score from -180414096.000000 to -180413312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -20896.152344 Penalty: 1278.016357
	Iteration 0F: 2 clusters Score -20896.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19813.236328 Penalty: 2556.032715
	Iteration 0F: 3 clusters Score -19813.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19859.316406 Penalty: 2556.032715
	Iteration 1F: 3 clusters Score -19859.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19865.513672 Penalty: 2556.032715
	Iteration 2Q: 3 clusters Score -19865.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19865.513672 Penalty: 2556.032715
	Iteration 3F: 3 clusters Score -19865.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (51509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Entering Unmasked Estep 
Score: -6854664.000000 Penalty: 2690.678955
	Iteration 0F: 2 clusters Score -6854664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -6820056.000000 Penalty: 5381.357910
	Iteration 0F: 3 clusters Score -6820056 nChanged 23637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -6832963.500000 Penalty: 5381.357910
	Iteration 1F: 3 clusters Score -6832964 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -6833747.000000 Penalty: 5381.357910
	Iteration 2Q: 3 clusters Score -6833747 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -6834779.000000 Penalty: 5381.357910
	Iteration 3Q: 3 clusters Score -6834779 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -6836127.000000 Penalty: 5381.357910
	Iteration 4Q: 3 clusters Score -6836127 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -6837695.000000 Penalty: 5381.357910
	Iteration 5F: 3 clusters Score -6837695 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -6839502.000000 Penalty: 5381.357910
	Iteration 6F: 3 clusters Score -6839502 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -6841551.500000 Penalty: 5381.357910
	Iteration 7F: 3 clusters Score -6841552 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -6843775.000000 Penalty: 5381.357910
	Iteration 8F: 3 clusters Score -6843775 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -6845795.000000 Penalty: 5381.357910
	Iteration 9F: 3 clusters Score -6845795 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -6847044.000000 Penalty: 5381.357910
	Iteration 10Q: 3 clusters Score -6847044 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -6847583.000000 Penalty: 5381.357910
	Iteration 11Q: 3 clusters Score -6847583 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -6847931.000000 Penalty: 5381.357910
	Iteration 12Q: 3 clusters Score -6847931 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -6848201.500000 Penalty: 5381.357910
	Iteration 13Q: 3 clusters Score -6848202 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -6848412.000000 Penalty: 5381.357910
	Iteration 14Q: 3 clusters Score -6848412 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -6848671.500000 Penalty: 5381.357910
	Iteration 15Q: 3 clusters Score -6848672 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -6848856.000000 Penalty: 5381.357910
	Iteration 16Q: 3 clusters Score -6848856 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -6849077.000000 Penalty: 5381.357910
	Iteration 17Q: 3 clusters Score -6849077 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -6849331.500000 Penalty: 5381.357910
	Iteration 18Q: 3 clusters Score -6849332 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -6849529.500000 Penalty: 5381.357910
	Iteration 19Q: 3 clusters Score -6849530 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -6849723.000000 Penalty: 5381.357910
	Iteration 20F: 3 clusters Score -6849723 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -6849864.500000 Penalty: 5381.357910
	Iteration 21Q: 3 clusters Score -6849864 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -6850034.000000 Penalty: 5381.357910
	Iteration 22Q: 3 clusters Score -6850034 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -6850189.500000 Penalty: 5381.357910
	Iteration 23Q: 3 clusters Score -6850190 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -6850357.500000 Penalty: 5381.357910
	Iteration 24Q: 3 clusters Score -6850358 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -6850486.000000 Penalty: 5381.357910
	Iteration 25Q: 3 clusters Score -6850486 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -6850607.500000 Penalty: 5381.357910
	Iteration 26Q: 3 clusters Score -6850608 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -6850740.000000 Penalty: 5381.357910
	Iteration 27Q: 3 clusters Score -6850740 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -6850878.500000 Penalty: 5381.357910
	Iteration 28Q: 3 clusters Score -6850878 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -6851034.000000 Penalty: 5381.357910
	Iteration 29Q: 3 clusters Score -6851034 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -6851205.500000 Penalty: 5381.357910
	Iteration 30Q: 3 clusters Score -6851206 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -6851325.000000 Penalty: 5381.357910
	Iteration 31Q: 3 clusters Score -6851325 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -6851440.500000 Penalty: 5381.357910
	Iteration 32Q: 3 clusters Score -6851440 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -6851539.500000 Penalty: 5381.357910
	Iteration 33Q: 3 clusters Score -6851540 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -6851674.000000 Penalty: 5381.357910
	Iteration 34Q: 3 clusters Score -6851674 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -6851829.000000 Penalty: 5381.357910
	Iteration 35Q: 3 clusters Score -6851829 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -6851920.000000 Penalty: 5381.357910
	Iteration 36Q: 3 clusters Score -6851920 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -6852007.500000 Penalty: 5381.357910
	Iteration 37Q: 3 clusters Score -6852008 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -6852066.500000 Penalty: 5381.357910
	Iteration 38Q: 3 clusters Score -6852066 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -6852157.000000 Penalty: 5381.357910
	Iteration 39Q: 3 clusters Score -6852157 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -6852217.000000 Penalty: 5381.357910
	Iteration 40F: 3 clusters Score -6852217 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -6852286.500000 Penalty: 5381.357910
	Iteration 41Q: 3 clusters Score -6852286 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -6852334.500000 Penalty: 5381.357910
	Iteration 42Q: 3 clusters Score -6852334 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -6852413.500000 Penalty: 5381.357910
	Iteration 43Q: 3 clusters Score -6852414 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -6852469.000000 Penalty: 5381.357910
	Iteration 44Q: 3 clusters Score -6852469 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -6852526.500000 Penalty: 5381.357910
	Iteration 45Q: 3 clusters Score -6852526 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -6852559.000000 Penalty: 5381.357910
	Iteration 46Q: 3 clusters Score -6852559 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 47380 members 
Entering Unmasked Estep 
Score: -6852571.500000 Penalty: 5381.357910
	Iteration 47Q: 3 clusters Score -6852572 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -6852601.000000 Penalty: 5381.357910
	Iteration 48Q: 3 clusters Score -6852601 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -6852652.000000 Penalty: 5381.357910
	Iteration 49Q: 3 clusters Score -6852652 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -6852680.500000 Penalty: 5381.357910
	Iteration 50Q: 3 clusters Score -6852680 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -6852691.000000 Penalty: 5381.357910
	Iteration 51Q: 3 clusters Score -6852691 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -6852699.500000 Penalty: 5381.357910
	Iteration 52Q: 3 clusters Score -6852700 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -6852733.000000 Penalty: 5381.357910
	Iteration 53Q: 3 clusters Score -6852733 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -6852766.500000 Penalty: 5381.357910
	Iteration 54Q: 3 clusters Score -6852766 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -6852786.500000 Penalty: 5381.357910
	Iteration 55Q: 3 clusters Score -6852786 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -6852789.000000 Penalty: 5381.357910
	Iteration 56Q: 3 clusters Score -6852789 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -6852806.000000 Penalty: 5381.357910
	Iteration 57Q: 3 clusters Score -6852806 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -6852803.000000 Penalty: 5381.357910
	Iteration 58Q: 3 clusters Score -6852803 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -6852798.000000 Penalty: 5381.357910
	Iteration 59Q: 3 clusters Score -6852798 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -6852816.500000 Penalty: 5381.357910
	Iteration 60F: 3 clusters Score -6852816 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -6852832.000000 Penalty: 5381.357910
	Iteration 61Q: 3 clusters Score -6852832 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -6852848.500000 Penalty: 5381.357910
	Iteration 62Q: 3 clusters Score -6852848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -6852829.000000 Penalty: 5381.357910
	Iteration 63Q: 3 clusters Score -6852829 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -6852825.500000 Penalty: 5381.357910
	Iteration 64Q: 3 clusters Score -6852826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -6852837.500000 Penalty: 5381.357910
	Iteration 65Q: 3 clusters Score -6852838 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
Score: -6852862.500000 Penalty: 5381.357910
	Iteration 66Q: 3 clusters Score -6852862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 48850 members 
Entering Unmasked Estep 
Score: -6852883.000000 Penalty: 5381.357910
	Iteration 67Q: 3 clusters Score -6852883 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -6852877.000000 Penalty: 5381.357910
	Iteration 68Q: 3 clusters Score -6852877 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -6852892.500000 Penalty: 5381.357910
	Iteration 69Q: 3 clusters Score -6852892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -6852910.000000 Penalty: 5381.357910
	Iteration 70Q: 3 clusters Score -6852910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 48994 members 
Entering Unmasked Estep 
Score: -6852915.000000 Penalty: 5381.357910
	Iteration 71Q: 3 clusters Score -6852915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -6852927.500000 Penalty: 5381.357910
	Iteration 72Q: 3 clusters Score -6852928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -6852918.500000 Penalty: 5381.357910
	Iteration 73Q: 3 clusters Score -6852918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 49035 members 
Entering Unmasked Estep 
Score: -6852926.000000 Penalty: 5381.357910
	Iteration 74Q: 3 clusters Score -6852926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -6852929.500000 Penalty: 5381.357910
	Iteration 75Q: 3 clusters Score -6852930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 49050 members 
Entering Unmasked Estep 
Score: -6852926.500000 Penalty: 5381.357910
	Iteration 76Q: 3 clusters Score -6852926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -6852928.500000 Penalty: 5381.357910
	Iteration 77Q: 3 clusters Score -6852928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -6852929.500000 Penalty: 5381.357910
	Iteration 78Q: 3 clusters Score -6852930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -6852931.000000 Penalty: 5381.357910
	Iteration 79Q: 3 clusters Score -6852931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -6852937.000000 Penalty: 5381.357910
	Iteration 80F: 3 clusters Score -6852937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -6852945.500000 Penalty: 5381.357910
	Iteration 81Q: 3 clusters Score -6852946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -6852942.500000 Penalty: 5381.357910
	Iteration 82Q: 3 clusters Score -6852942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 49083 members 
Entering Unmasked Estep 
Score: -6852946.000000 Penalty: 5381.357910
	Iteration 83Q: 3 clusters Score -6852946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 49085 members 
Entering Unmasked Estep 
Score: -6852942.000000 Penalty: 5381.357910
	Iteration 84Q: 3 clusters Score -6852942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -6852940.000000 Penalty: 5381.357910
	Iteration 85Q: 3 clusters Score -6852940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -6852939.500000 Penalty: 5381.357910
	Iteration 86Q: 3 clusters Score -6852940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -6852936.500000 Penalty: 5381.357910
	Iteration 87Q: 3 clusters Score -6852936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -6852936.500000 Penalty: 5381.357910
	Iteration 88F: 3 clusters Score -6852936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (74475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74475 members 
Entering Unmasked Estep 
Score: -9886691.000000 Penalty: 2782.118164
	Iteration 0F: 2 clusters Score -9886691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -9836812.000000 Penalty: 5564.236328
	Iteration 0F: 3 clusters Score -9836812 nChanged 34779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -9855773.000000 Penalty: 5564.236328
	Iteration 1F: 3 clusters Score -9855773 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -9856400.000000 Penalty: 5564.236328
	Iteration 2Q: 3 clusters Score -9856400 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -9856915.000000 Penalty: 5564.236328
	Iteration 3Q: 3 clusters Score -9856915 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -9857620.000000 Penalty: 5564.236328
	Iteration 4Q: 3 clusters Score -9857620 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -9858387.000000 Penalty: 5564.236328
	Iteration 5Q: 3 clusters Score -9858387 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -9859379.000000 Penalty: 5564.236328
	Iteration 6Q: 3 clusters Score -9859379 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -9860820.000000 Penalty: 5564.236328
	Iteration 7Q: 3 clusters Score -9860820 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -9862578.000000 Penalty: 5564.236328
	Iteration 8Q: 3 clusters Score -9862578 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -9864998.000000 Penalty: 5564.236328
	Iteration 9F: 3 clusters Score -9864998 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -9868028.000000 Penalty: 5564.236328
	Iteration 10F: 3 clusters Score -9868028 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -9871573.000000 Penalty: 5564.236328
	Iteration 11F: 3 clusters Score -9871573 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -9874791.000000 Penalty: 5564.236328
	Iteration 12F: 3 clusters Score -9874791 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -9877077.000000 Penalty: 5564.236328
	Iteration 13Q: 3 clusters Score -9877077 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -9878154.000000 Penalty: 5564.236328
	Iteration 14Q: 3 clusters Score -9878154 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -9878794.000000 Penalty: 5564.236328
	Iteration 15Q: 3 clusters Score -9878794 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -9879235.000000 Penalty: 5564.236328
	Iteration 16Q: 3 clusters Score -9879235 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -9879581.000000 Penalty: 5564.236328
	Iteration 17Q: 3 clusters Score -9879581 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -9879777.000000 Penalty: 5564.236328
	Iteration 18Q: 3 clusters Score -9879777 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -9879981.000000 Penalty: 5564.236328
	Iteration 19Q: 3 clusters Score -9879981 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -9880192.000000 Penalty: 5564.236328
	Iteration 20F: 3 clusters Score -9880192 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -9880329.000000 Penalty: 5564.236328
	Iteration 21Q: 3 clusters Score -9880329 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -9880493.000000 Penalty: 5564.236328
	Iteration 22Q: 3 clusters Score -9880493 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -9880580.000000 Penalty: 5564.236328
	Iteration 23Q: 3 clusters Score -9880580 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 48838 members 
Entering Unmasked Estep 
Score: -9880741.000000 Penalty: 5564.236328
	Iteration 24Q: 3 clusters Score -9880741 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -9880819.000000 Penalty: 5564.236328
	Iteration 25Q: 3 clusters Score -9880819 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -9880948.000000 Penalty: 5564.236328
	Iteration 26Q: 3 clusters Score -9880948 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -9881003.000000 Penalty: 5564.236328
	Iteration 27Q: 3 clusters Score -9881003 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -9881067.000000 Penalty: 5564.236328
	Iteration 28Q: 3 clusters Score -9881067 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -9881130.000000 Penalty: 5564.236328
	Iteration 29Q: 3 clusters Score -9881130 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -9881149.000000 Penalty: 5564.236328
	Iteration 30Q: 3 clusters Score -9881149 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -9881188.000000 Penalty: 5564.236328
	Iteration 31Q: 3 clusters Score -9881188 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 51256 members 
Entering Unmasked Estep 
Score: -9881233.000000 Penalty: 5564.236328
	Iteration 32Q: 3 clusters Score -9881233 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -9881263.000000 Penalty: 5564.236328
	Iteration 33Q: 3 clusters Score -9881263 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 51739 members 
Entering Unmasked Estep 
Score: -9881304.000000 Penalty: 5564.236328
	Iteration 34Q: 3 clusters Score -9881304 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 51945 members 
Entering Unmasked Estep 
Score: -9881295.000000 Penalty: 5564.236328
	Iteration 35Q: 3 clusters Score -9881295 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -9881297.000000 Penalty: 5564.236328
	Iteration 36Q: 3 clusters Score -9881297 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 52325 members 
Entering Unmasked Estep 
Score: -9881341.000000 Penalty: 5564.236328
	Iteration 37Q: 3 clusters Score -9881341 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -9881314.000000 Penalty: 5564.236328
	Iteration 38Q: 3 clusters Score -9881314 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 52740 members 
Entering Unmasked Estep 
Score: -9881336.000000 Penalty: 5564.236328
	Iteration 39Q: 3 clusters Score -9881336 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 52929 members 
Entering Unmasked Estep 
Score: -9881340.000000 Penalty: 5564.236328
	Iteration 40F: 3 clusters Score -9881340 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -9881364.000000 Penalty: 5564.236328
	Iteration 41Q: 3 clusters Score -9881364 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 53276 members 
Entering Unmasked Estep 
Score: -9881391.000000 Penalty: 5564.236328
	Iteration 42Q: 3 clusters Score -9881391 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -9881441.000000 Penalty: 5564.236328
	Iteration 43Q: 3 clusters Score -9881441 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -9881457.000000 Penalty: 5564.236328
	Iteration 44Q: 3 clusters Score -9881457 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 53802 members 
Entering Unmasked Estep 
Score: -9881471.000000 Penalty: 5564.236328
	Iteration 45Q: 3 clusters Score -9881471 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -9881491.000000 Penalty: 5564.236328
	Iteration 46Q: 3 clusters Score -9881491 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 54254 members 
Entering Unmasked Estep 
Score: -9881535.000000 Penalty: 5564.236328
	Iteration 47Q: 3 clusters Score -9881535 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 54478 members 
Entering Unmasked Estep 
Score: -9881553.000000 Penalty: 5564.236328
	Iteration 48Q: 3 clusters Score -9881553 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -9881546.000000 Penalty: 5564.236328
	Iteration 49Q: 3 clusters Score -9881546 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -9881591.000000 Penalty: 5564.236328
	Iteration 50Q: 3 clusters Score -9881591 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 55183 members 
Entering Unmasked Estep 
Score: -9881610.000000 Penalty: 5564.236328
	Iteration 51Q: 3 clusters Score -9881610 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 55388 members 
Entering Unmasked Estep 
Score: -9881615.000000 Penalty: 5564.236328
	Iteration 52Q: 3 clusters Score -9881615 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -9881623.000000 Penalty: 5564.236328
	Iteration 53Q: 3 clusters Score -9881623 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 55743 members 
Entering Unmasked Estep 
Score: -9881655.000000 Penalty: 5564.236328
	Iteration 54Q: 3 clusters Score -9881655 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 55937 members 
Entering Unmasked Estep 
Score: -9881676.000000 Penalty: 5564.236328
	Iteration 55Q: 3 clusters Score -9881676 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 56132 members 
Entering Unmasked Estep 
Score: -9881697.000000 Penalty: 5564.236328
	Iteration 56Q: 3 clusters Score -9881697 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -9881724.000000 Penalty: 5564.236328
	Iteration 57Q: 3 clusters Score -9881724 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 56567 members 
Entering Unmasked Estep 
Score: -9881744.000000 Penalty: 5564.236328
	Iteration 58Q: 3 clusters Score -9881744 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -9881748.000000 Penalty: 5564.236328
	Iteration 59Q: 3 clusters Score -9881748 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 57038 members 
Entering Unmasked Estep 
Score: -9881792.000000 Penalty: 5564.236328
	Iteration 60F: 3 clusters Score -9881792 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -9881820.000000 Penalty: 5564.236328
	Iteration 61Q: 3 clusters Score -9881820 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 57512 members 
Entering Unmasked Estep 
Score: -9881839.000000 Penalty: 5564.236328
	Iteration 62Q: 3 clusters Score -9881839 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 57708 members 
Entering Unmasked Estep 
Score: -9881850.000000 Penalty: 5564.236328
	Iteration 63Q: 3 clusters Score -9881850 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 57893 members 
Entering Unmasked Estep 
Score: -9881886.000000 Penalty: 5564.236328
	Iteration 64Q: 3 clusters Score -9881886 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 58098 members 
Entering Unmasked Estep 
Score: -9881897.000000 Penalty: 5564.236328
	Iteration 65Q: 3 clusters Score -9881897 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -9881915.000000 Penalty: 5564.236328
	Iteration 66Q: 3 clusters Score -9881915 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
Score: -9881939.000000 Penalty: 5564.236328
	Iteration 67Q: 3 clusters Score -9881939 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 58758 members 
Entering Unmasked Estep 
Score: -9881977.000000 Penalty: 5564.236328
	Iteration 68Q: 3 clusters Score -9881977 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 58957 members 
Entering Unmasked Estep 
Score: -9882007.000000 Penalty: 5564.236328
	Iteration 69Q: 3 clusters Score -9882007 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 59147 members 
Entering Unmasked Estep 
Score: -9881999.000000 Penalty: 5564.236328
	Iteration 70Q: 3 clusters Score -9881999 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 59340 members 
Entering Unmasked Estep 
Score: -9882041.000000 Penalty: 5564.236328
	Iteration 71Q: 3 clusters Score -9882041 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 59521 members 
Entering Unmasked Estep 
Score: -9882036.000000 Penalty: 5564.236328
	Iteration 72Q: 3 clusters Score -9882036 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 59706 members 
Entering Unmasked Estep 
Score: -9882056.000000 Penalty: 5564.236328
	Iteration 73Q: 3 clusters Score -9882056 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 59884 members 
Entering Unmasked Estep 
Score: -9882037.000000 Penalty: 5564.236328
	Iteration 74Q: 3 clusters Score -9882037 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 60041 members 
Entering Unmasked Estep 
Score: -9882041.000000 Penalty: 5564.236328
	Iteration 75Q: 3 clusters Score -9882041 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 60208 members 
Entering Unmasked Estep 
Score: -9882051.000000 Penalty: 5564.236328
	Iteration 76Q: 3 clusters Score -9882051 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
Score: -9882068.000000 Penalty: 5564.236328
	Iteration 77Q: 3 clusters Score -9882068 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 60586 members 
Entering Unmasked Estep 
Score: -9882076.000000 Penalty: 5564.236328
	Iteration 78Q: 3 clusters Score -9882076 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 60801 members 
Entering Unmasked Estep 
Score: -9882101.000000 Penalty: 5564.236328
	Iteration 79Q: 3 clusters Score -9882101 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 60992 members 
Entering Unmasked Estep 
Score: -9882136.000000 Penalty: 5564.236328
	Iteration 80F: 3 clusters Score -9882136 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 61190 members 
Entering Unmasked Estep 
Score: -9882181.000000 Penalty: 5564.236328
	Iteration 81Q: 3 clusters Score -9882181 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
Score: -9882225.000000 Penalty: 5564.236328
	Iteration 82Q: 3 clusters Score -9882225 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 61544 members 
Entering Unmasked Estep 
Score: -9882258.000000 Penalty: 5564.236328
	Iteration 83Q: 3 clusters Score -9882258 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 61725 members 
Entering Unmasked Estep 
Score: -9882293.000000 Penalty: 5564.236328
	Iteration 84Q: 3 clusters Score -9882293 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 61902 members 
Entering Unmasked Estep 
Score: -9882293.000000 Penalty: 5564.236328
	Iteration 85Q: 3 clusters Score -9882293 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 62093 members 
Entering Unmasked Estep 
Score: -9882345.000000 Penalty: 5564.236328
	Iteration 86Q: 3 clusters Score -9882345 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 62281 members 
Entering Unmasked Estep 
Score: -9882355.000000 Penalty: 5564.236328
	Iteration 87Q: 3 clusters Score -9882355 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 62480 members 
Entering Unmasked Estep 
Score: -9882378.000000 Penalty: 5564.236328
	Iteration 88Q: 3 clusters Score -9882378 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -9882397.000000 Penalty: 5564.236328
	Iteration 89Q: 3 clusters Score -9882397 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -9882413.000000 Penalty: 5564.236328
	Iteration 90Q: 3 clusters Score -9882413 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 63136 members 
Entering Unmasked Estep 
Score: -9882450.000000 Penalty: 5564.236328
	Iteration 91Q: 3 clusters Score -9882450 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 63327 members 
Entering Unmasked Estep 
Score: -9882478.000000 Penalty: 5564.236328
	Iteration 92Q: 3 clusters Score -9882478 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 63518 members 
Entering Unmasked Estep 
Score: -9882542.000000 Penalty: 5564.236328
	Iteration 93Q: 3 clusters Score -9882542 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 63707 members 
Entering Unmasked Estep 
Score: -9882589.000000 Penalty: 5564.236328
	Iteration 94Q: 3 clusters Score -9882589 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -9882615.000000 Penalty: 5564.236328
	Iteration 95Q: 3 clusters Score -9882615 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 64107 members 
Entering Unmasked Estep 
Score: -9882618.000000 Penalty: 5564.236328
	Iteration 96Q: 3 clusters Score -9882618 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 64303 members 
Entering Unmasked Estep 
Score: -9882622.000000 Penalty: 5564.236328
	Iteration 97Q: 3 clusters Score -9882622 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 64516 members 
Entering Unmasked Estep 
Score: -9882662.000000 Penalty: 5564.236328
	Iteration 98Q: 3 clusters Score -9882662 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
Score: -9882667.000000 Penalty: 5564.236328
	Iteration 99Q: 3 clusters Score -9882667 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 65008 members 
Entering Unmasked Estep 
Score: -9882696.000000 Penalty: 5564.236328
	Iteration 100F: 3 clusters Score -9882696 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 65254 members 
Entering Unmasked Estep 
Score: -9882748.000000 Penalty: 5564.236328
	Iteration 101Q: 3 clusters Score -9882748 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 65504 members 
Entering Unmasked Estep 
Score: -9882797.000000 Penalty: 5564.236328
	Iteration 102Q: 3 clusters Score -9882797 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 65775 members 
Entering Unmasked Estep 
Score: -9882854.000000 Penalty: 5564.236328
	Iteration 103Q: 3 clusters Score -9882854 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 66058 members 
Entering Unmasked Estep 
Score: -9882878.000000 Penalty: 5564.236328
	Iteration 104Q: 3 clusters Score -9882878 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 66345 members 
Entering Unmasked Estep 
Score: -9882946.000000 Penalty: 5564.236328
	Iteration 105Q: 3 clusters Score -9882946 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 66643 members 
Entering Unmasked Estep 
Score: -9882998.000000 Penalty: 5564.236328
	Iteration 106Q: 3 clusters Score -9882998 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 66945 members 
Entering Unmasked Estep 
Score: -9883086.000000 Penalty: 5564.236328
	Iteration 107Q: 3 clusters Score -9883086 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 67264 members 
Entering Unmasked Estep 
Score: -9883174.000000 Penalty: 5564.236328
	Iteration 108Q: 3 clusters Score -9883174 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 67590 members 
Entering Unmasked Estep 
Score: -9883273.000000 Penalty: 5564.236328
	Iteration 109Q: 3 clusters Score -9883273 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 67942 members 
Entering Unmasked Estep 
Score: -9883403.000000 Penalty: 5564.236328
	Iteration 110Q: 3 clusters Score -9883403 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 68292 members 
Entering Unmasked Estep 
Score: -9883479.000000 Penalty: 5564.236328
	Iteration 111Q: 3 clusters Score -9883479 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 68615 members 
Entering Unmasked Estep 
Score: -9883575.000000 Penalty: 5564.236328
	Iteration 112Q: 3 clusters Score -9883575 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 68946 members 
Entering Unmasked Estep 
Score: -9883684.000000 Penalty: 5564.236328
	Iteration 113Q: 3 clusters Score -9883684 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 69236 members 
Entering Unmasked Estep 
Score: -9883756.000000 Penalty: 5564.236328
	Iteration 114Q: 3 clusters Score -9883756 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 69493 members 
Entering Unmasked Estep 
Score: -9883802.000000 Penalty: 5564.236328
	Iteration 115Q: 3 clusters Score -9883802 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 69748 members 
Entering Unmasked Estep 
Score: -9883880.000000 Penalty: 5564.236328
	Iteration 116Q: 3 clusters Score -9883880 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 69986 members 
Entering Unmasked Estep 
Score: -9883934.000000 Penalty: 5564.236328
	Iteration 117Q: 3 clusters Score -9883934 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 70236 members 
Entering Unmasked Estep 
Score: -9884006.000000 Penalty: 5564.236328
	Iteration 118Q: 3 clusters Score -9884006 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 70455 members 
Entering Unmasked Estep 
Score: -9884037.000000 Penalty: 5564.236328
	Iteration 119Q: 3 clusters Score -9884037 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 70680 members 
Entering Unmasked Estep 
Score: -9884131.000000 Penalty: 5564.236328
	Iteration 120F: 3 clusters Score -9884131 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 70907 members 
Entering Unmasked Estep 
Score: -9884231.000000 Penalty: 5564.236328
	Iteration 121Q: 3 clusters Score -9884231 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 71072 members 
Entering Unmasked Estep 
Score: -9884275.000000 Penalty: 5564.236328
	Iteration 122Q: 3 clusters Score -9884275 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 71240 members 
Entering Unmasked Estep 
Score: -9884329.000000 Penalty: 5564.236328
	Iteration 123Q: 3 clusters Score -9884329 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 71386 members 
Entering Unmasked Estep 
Score: -9884375.000000 Penalty: 5564.236328
	Iteration 124Q: 3 clusters Score -9884375 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 71539 members 
Entering Unmasked Estep 
Score: -9884440.000000 Penalty: 5564.236328
	Iteration 125Q: 3 clusters Score -9884440 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 71686 members 
Entering Unmasked Estep 
Score: -9884504.000000 Penalty: 5564.236328
	Iteration 126Q: 3 clusters Score -9884504 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 71821 members 
Entering Unmasked Estep 
Score: -9884552.000000 Penalty: 5564.236328
	Iteration 127Q: 3 clusters Score -9884552 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 71945 members 
Entering Unmasked Estep 
Score: -9884592.000000 Penalty: 5564.236328
	Iteration 128Q: 3 clusters Score -9884592 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 72042 members 
Entering Unmasked Estep 
Score: -9884655.000000 Penalty: 5564.236328
	Iteration 129Q: 3 clusters Score -9884655 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 72134 members 
Entering Unmasked Estep 
Score: -9884683.000000 Penalty: 5564.236328
	Iteration 130Q: 3 clusters Score -9884683 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 72223 members 
Entering Unmasked Estep 
Score: -9884744.000000 Penalty: 5564.236328
	Iteration 131Q: 3 clusters Score -9884744 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 72314 members 
Entering Unmasked Estep 
Score: -9884840.000000 Penalty: 5564.236328
	Iteration 132Q: 3 clusters Score -9884840 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 72402 members 
Entering Unmasked Estep 
Score: -9884906.000000 Penalty: 5564.236328
	Iteration 133Q: 3 clusters Score -9884906 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 72480 members 
Entering Unmasked Estep 
Score: -9884982.000000 Penalty: 5564.236328
	Iteration 134Q: 3 clusters Score -9884982 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 72567 members 
Entering Unmasked Estep 
Score: -9885058.000000 Penalty: 5564.236328
	Iteration 135Q: 3 clusters Score -9885058 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 72646 members 
Entering Unmasked Estep 
Score: -9885126.000000 Penalty: 5564.236328
	Iteration 136Q: 3 clusters Score -9885126 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 72705 members 
Entering Unmasked Estep 
Score: -9885207.000000 Penalty: 5564.236328
	Iteration 137Q: 3 clusters Score -9885207 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 72748 members 
Entering Unmasked Estep 
Score: -9885274.000000 Penalty: 5564.236328
	Iteration 138Q: 3 clusters Score -9885274 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 72793 members 
Entering Unmasked Estep 
Score: -9885331.000000 Penalty: 5564.236328
	Iteration 139Q: 3 clusters Score -9885331 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 72834 members 
Entering Unmasked Estep 
Score: -9885383.000000 Penalty: 5564.236328
	Iteration 140F: 3 clusters Score -9885383 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 72859 members 
Entering Unmasked Estep 
Score: -9885423.000000 Penalty: 5564.236328
	Iteration 141Q: 3 clusters Score -9885423 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 72863 members 
Entering Unmasked Estep 
Score: -9885444.000000 Penalty: 5564.236328
	Iteration 142Q: 3 clusters Score -9885444 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 72860 members 
Entering Unmasked Estep 
Score: -9885466.000000 Penalty: 5564.236328
	Iteration 143Q: 3 clusters Score -9885466 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 72859 members 
Entering Unmasked Estep 
Score: -9885493.000000 Penalty: 5564.236328
	Iteration 144Q: 3 clusters Score -9885493 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 72860 members 
Entering Unmasked Estep 
Score: -9885500.000000 Penalty: 5564.236328
	Iteration 145Q: 3 clusters Score -9885500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 72859 members 
Entering Unmasked Estep 
Score: -9885511.000000 Penalty: 5564.236328
	Iteration 146Q: 3 clusters Score -9885511 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 72853 members 
Entering Unmasked Estep 
Score: -9885526.000000 Penalty: 5564.236328
	Iteration 147Q: 3 clusters Score -9885526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 72844 members 
Entering Unmasked Estep 
Score: -9885513.000000 Penalty: 5564.236328
	Iteration 148Q: 3 clusters Score -9885513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
Score: -9885518.000000 Penalty: 5564.236328
	Iteration 149Q: 3 clusters Score -9885518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 72835 members 
Entering Unmasked Estep 
Score: -9885524.000000 Penalty: 5564.236328
	Iteration 150Q: 3 clusters Score -9885524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 72834 members 
Entering Unmasked Estep 
Score: -9885527.000000 Penalty: 5564.236328
	Iteration 151Q: 3 clusters Score -9885527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 72838 members 
Entering Unmasked Estep 
Score: -9885527.000000 Penalty: 5564.236328
	Iteration 152Q: 3 clusters Score -9885527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 72839 members 
Entering Unmasked Estep 
Score: -9885535.000000 Penalty: 5564.236328
	Iteration 153Q: 3 clusters Score -9885535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 72836 members 
Entering Unmasked Estep 
Score: -9885535.000000 Penalty: 5564.236328
	Iteration 154Q: 3 clusters Score -9885535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 72836 members 
Entering Unmasked Estep 
Score: -9885545.000000 Penalty: 5564.236328
	Iteration 155Q: 3 clusters Score -9885545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
Score: -9885536.000000 Penalty: 5564.236328
	Iteration 156Q: 3 clusters Score -9885536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
Score: -9885545.000000 Penalty: 5564.236328
	Iteration 157Q: 3 clusters Score -9885545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 72839 members 
Entering Unmasked Estep 
Score: -9885555.000000 Penalty: 5564.236328
	Iteration 158Q: 3 clusters Score -9885555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 72841 members 
Entering Unmasked Estep 
Score: -9885552.000000 Penalty: 5564.236328
	Iteration 159Q: 3 clusters Score -9885552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 72844 members 
Entering Unmasked Estep 
Score: -9885545.000000 Penalty: 5564.236328
	Iteration 160F: 3 clusters Score -9885545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 72842 members 
Entering Unmasked Estep 
Score: -9885539.000000 Penalty: 5564.236328
	Iteration 161Q: 3 clusters Score -9885539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 72843 members 
Entering Unmasked Estep 
Score: -9885538.000000 Penalty: 5564.236328
	Iteration 162Q: 3 clusters Score -9885538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 72846 members 
Entering Unmasked Estep 
Score: -9885540.000000 Penalty: 5564.236328
	Iteration 163Q: 3 clusters Score -9885540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 72848 members 
Entering Unmasked Estep 
Score: -9885542.000000 Penalty: 5564.236328
	Iteration 164Q: 3 clusters Score -9885542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 72851 members 
Entering Unmasked Estep 
Score: -9885542.000000 Penalty: 5564.236328
	Iteration 165Q: 3 clusters Score -9885542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 72858 members 
Entering Unmasked Estep 
Score: -9885553.000000 Penalty: 5564.236328
	Iteration 166Q: 3 clusters Score -9885553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 72863 members 
Entering Unmasked Estep 
Score: -9885555.000000 Penalty: 5564.236328
	Iteration 167Q: 3 clusters Score -9885555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 72866 members 
Entering Unmasked Estep 
Score: -9885549.000000 Penalty: 5564.236328
	Iteration 168Q: 3 clusters Score -9885549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 72866 members 
Entering Unmasked Estep 
Score: -9885547.000000 Penalty: 5564.236328
	Iteration 169Q: 3 clusters Score -9885547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 72866 members 
Entering Unmasked Estep 
Score: -9885553.000000 Penalty: 5564.236328
	Iteration 170Q: 3 clusters Score -9885553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 72867 members 
Entering Unmasked Estep 
Score: -9885550.000000 Penalty: 5564.236328
	Iteration 171Q: 3 clusters Score -9885550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 72868 members 
Entering Unmasked Estep 
Score: -9885554.000000 Penalty: 5564.236328
	Iteration 172Q: 3 clusters Score -9885554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -9885552.000000 Penalty: 5564.236328
	Iteration 173Q: 3 clusters Score -9885552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 72870 members 
Entering Unmasked Estep 
Score: -9885559.000000 Penalty: 5564.236328
	Iteration 174Q: 3 clusters Score -9885559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 72870 members 
Entering Unmasked Estep 
Score: -9885559.000000 Penalty: 5564.236328
	Iteration 175F: 3 clusters Score -9885559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (172748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172748 members 
Entering Unmasked Estep 
Score: -23102554.000000 Penalty: 2990.778076
	Iteration 0F: 2 clusters Score -2.310255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86298 members 
Mstep: Class 2 contains 86450 members 
Entering Unmasked Estep 
Score: -22993642.000000 Penalty: 5981.556152
	Iteration 0F: 3 clusters Score -2.299364e+07 nChanged 82694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84266 members 
Mstep: Class 2 contains 88482 members 
Entering Unmasked Estep 
Score: -23041666.000000 Penalty: 5981.556152
	Iteration 1F: 3 clusters Score -2.304167e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82951 members 
Mstep: Class 2 contains 89797 members 
Entering Unmasked Estep 
Score: -23042338.000000 Penalty: 5981.556152
	Iteration 2Q: 3 clusters Score -2.304234e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80867 members 
Mstep: Class 2 contains 91881 members 
Entering Unmasked Estep 
Score: -23043140.000000 Penalty: 5981.556152
	Iteration 3Q: 3 clusters Score -2.304314e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77559 members 
Mstep: Class 2 contains 95189 members 
Entering Unmasked Estep 
Score: -23044070.000000 Penalty: 5981.556152
	Iteration 4Q: 3 clusters Score -2.304407e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72331 members 
Mstep: Class 2 contains 100417 members 
Entering Unmasked Estep 
Score: -23045938.000000 Penalty: 5981.556152
	Iteration 5Q: 3 clusters Score -2.304594e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64527 members 
Mstep: Class 2 contains 108221 members 
Entering Unmasked Estep 
Score: -23049344.000000 Penalty: 5981.556152
	Iteration 6Q: 3 clusters Score -2.304934e+07 nChanged 11281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 119268 members 
Entering Unmasked Estep 
Score: -23056044.000000 Penalty: 5981.556152
	Iteration 7F: 3 clusters Score -2.305604e+07 nChanged 14277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 133405 members 
Entering Unmasked Estep 
Score: -23067422.000000 Penalty: 5981.556152
	Iteration 8F: 3 clusters Score -2.306742e+07 nChanged 15325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 148640 members 
Entering Unmasked Estep 
Score: -23082340.000000 Penalty: 5981.556152
	Iteration 9F: 3 clusters Score -2.308234e+07 nChanged 12652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 161256 members 
Entering Unmasked Estep 
Score: -23093926.000000 Penalty: 5981.556152
	Iteration 10F: 3 clusters Score -2.309393e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 168539 members 
Entering Unmasked Estep 
Score: -23098522.000000 Penalty: 5981.556152
	Iteration 11Q: 3 clusters Score -2.309852e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 171282 members 
Entering Unmasked Estep 
Score: -23099702.000000 Penalty: 5981.556152
	Iteration 12Q: 3 clusters Score -2.30997e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 172069 members 
Entering Unmasked Estep 
Score: -23100070.000000 Penalty: 5981.556152
	Iteration 13Q: 3 clusters Score -2.310007e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 172300 members 
Entering Unmasked Estep 
Score: -23100120.000000 Penalty: 5981.556152
	Iteration 14Q: 3 clusters Score -2.310012e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 172386 members 
Entering Unmasked Estep 
Score: -23100130.000000 Penalty: 5981.556152
	Iteration 15Q: 3 clusters Score -2.310013e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 172414 members 
Entering Unmasked Estep 
Score: -23100116.000000 Penalty: 5981.556152
	Iteration 16Q: 3 clusters Score -2.310012e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 172432 members 
Entering Unmasked Estep 
Score: -23100132.000000 Penalty: 5981.556152
	Iteration 17Q: 3 clusters Score -2.310013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 172434 members 
Entering Unmasked Estep 
Score: -23100138.000000 Penalty: 5981.556152
	Iteration 18Q: 3 clusters Score -2.310014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 172437 members 
Entering Unmasked Estep 
Score: -23100142.000000 Penalty: 5981.556152
	Iteration 19Q: 3 clusters Score -2.310014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 172433 members 
Entering Unmasked Estep 
Score: -23100136.000000 Penalty: 5981.556152
	Iteration 20F: 3 clusters Score -2.310014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 172436 members 
Entering Unmasked Estep 
Score: -23100140.000000 Penalty: 5981.556152
	Iteration 21Q: 3 clusters Score -2.310014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 172439 members 
Entering Unmasked Estep 
Score: -23100142.000000 Penalty: 5981.556152
	Iteration 22Q: 3 clusters Score -2.310014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 172442 members 
Entering Unmasked Estep 
Score: -23100140.000000 Penalty: 5981.556152
	Iteration 23Q: 3 clusters Score -2.310014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 172443 members 
Entering Unmasked Estep 
Score: -23100168.000000 Penalty: 5981.556152
	Iteration 24Q: 3 clusters Score -2.310017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 172443 members 
Entering Unmasked Estep 
Score: -23100162.000000 Penalty: 5981.556152
	Iteration 25Q: 3 clusters Score -2.310016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 172446 members 
Entering Unmasked Estep 
Score: -23100160.000000 Penalty: 5981.556152
	Iteration 26Q: 3 clusters Score -2.310016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 172448 members 
Entering Unmasked Estep 
Score: -23100176.000000 Penalty: 5981.556152
	Iteration 27Q: 3 clusters Score -2.310018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 172447 members 
Entering Unmasked Estep 
Score: -23100180.000000 Penalty: 5981.556152
	Iteration 28Q: 3 clusters Score -2.310018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 172446 members 
Entering Unmasked Estep 
Score: -23100174.000000 Penalty: 5981.556152
	Iteration 29Q: 3 clusters Score -2.310017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 172445 members 
Entering Unmasked Estep 
Score: -23100178.000000 Penalty: 5981.556152
	Iteration 30Q: 3 clusters Score -2.310018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 172445 members 
Entering Unmasked Estep 
Score: -23100178.000000 Penalty: 5981.556152
	Iteration 31F: 3 clusters Score -2.310018e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (178041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178041 members 
Entering Unmasked Estep 
Score: -24067562.000000 Penalty: 2998.262695
	Iteration 0F: 2 clusters Score -2.406756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88934 members 
Mstep: Class 2 contains 89107 members 
Entering Unmasked Estep 
Score: -23955834.000000 Penalty: 5996.525391
	Iteration 0F: 3 clusters Score -2.395583e+07 nChanged 85529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86741 members 
Mstep: Class 2 contains 91300 members 
Entering Unmasked Estep 
Score: -24005564.000000 Penalty: 5996.525391
	Iteration 1F: 3 clusters Score -2.400556e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85389 members 
Mstep: Class 2 contains 92652 members 
Entering Unmasked Estep 
Score: -24006432.000000 Penalty: 5996.525391
	Iteration 2Q: 3 clusters Score -2.400643e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83245 members 
Mstep: Class 2 contains 94796 members 
Entering Unmasked Estep 
Score: -24007666.000000 Penalty: 5996.525391
	Iteration 3Q: 3 clusters Score -2.400767e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79983 members 
Mstep: Class 2 contains 98058 members 
Entering Unmasked Estep 
Score: -24009162.000000 Penalty: 5996.525391
	Iteration 4Q: 3 clusters Score -2.400916e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75186 members 
Mstep: Class 2 contains 102855 members 
Entering Unmasked Estep 
Score: -24011660.000000 Penalty: 5996.525391
	Iteration 5Q: 3 clusters Score -2.401166e+07 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68377 members 
Mstep: Class 2 contains 109664 members 
Entering Unmasked Estep 
Score: -24015630.000000 Penalty: 5996.525391
	Iteration 6Q: 3 clusters Score -2.401563e+07 nChanged 10779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59278 members 
Mstep: Class 2 contains 118763 members 
Entering Unmasked Estep 
Score: -24021932.000000 Penalty: 5996.525391
	Iteration 7F: 3 clusters Score -2.402193e+07 nChanged 12653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 129856 members 
Entering Unmasked Estep 
Score: -24031386.000000 Penalty: 5996.525391
	Iteration 8F: 3 clusters Score -2.403139e+07 nChanged 13006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 141494 members 
Entering Unmasked Estep 
Score: -24042046.000000 Penalty: 5996.525391
	Iteration 9F: 3 clusters Score -2.404205e+07 nChanged 11280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 151750 members 
Entering Unmasked Estep 
Score: -24052306.000000 Penalty: 5996.525391
	Iteration 10F: 3 clusters Score -2.405231e+07 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 160216 members 
Entering Unmasked Estep 
Score: -24058954.000000 Penalty: 5996.525391
	Iteration 11Q: 3 clusters Score -2.405895e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 167043 members 
Entering Unmasked Estep 
Score: -24062738.000000 Penalty: 5996.525391
	Iteration 12Q: 3 clusters Score -2.406274e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 171959 members 
Entering Unmasked Estep 
Score: -24064502.000000 Penalty: 5996.525391
	Iteration 13Q: 3 clusters Score -2.40645e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 174998 members 
Entering Unmasked Estep 
Score: -24064948.000000 Penalty: 5996.525391
	Iteration 14Q: 3 clusters Score -2.406495e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 176492 members 
Entering Unmasked Estep 
Score: -24064920.000000 Penalty: 5996.525391
	Iteration 15Q: 3 clusters Score -2.406492e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 177117 members 
Entering Unmasked Estep 
Score: -24065008.000000 Penalty: 5996.525391
	Iteration 16Q: 3 clusters Score -2.406501e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 177399 members 
Entering Unmasked Estep 
Score: -24065040.000000 Penalty: 5996.525391
	Iteration 17Q: 3 clusters Score -2.406504e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 177504 members 
Entering Unmasked Estep 
Score: -24065080.000000 Penalty: 5996.525391
	Iteration 18Q: 3 clusters Score -2.406508e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 177575 members 
Entering Unmasked Estep 
Score: -24065110.000000 Penalty: 5996.525391
	Iteration 19Q: 3 clusters Score -2.406511e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 177613 members 
Entering Unmasked Estep 
Score: -24065084.000000 Penalty: 5996.525391
	Iteration 20F: 3 clusters Score -2.406508e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 177633 members 
Entering Unmasked Estep 
Score: -24065106.000000 Penalty: 5996.525391
	Iteration 21Q: 3 clusters Score -2.406511e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 177642 members 
Entering Unmasked Estep 
Score: -24065102.000000 Penalty: 5996.525391
	Iteration 22Q: 3 clusters Score -2.40651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 177650 members 
Entering Unmasked Estep 
Score: -24065128.000000 Penalty: 5996.525391
	Iteration 23Q: 3 clusters Score -2.406513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 177659 members 
Entering Unmasked Estep 
Score: -24065118.000000 Penalty: 5996.525391
	Iteration 24Q: 3 clusters Score -2.406512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 177667 members 
Entering Unmasked Estep 
Score: -24065114.000000 Penalty: 5996.525391
	Iteration 25Q: 3 clusters Score -2.406511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 177672 members 
Entering Unmasked Estep 
Score: -24065124.000000 Penalty: 5996.525391
	Iteration 26Q: 3 clusters Score -2.406512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 177675 members 
Entering Unmasked Estep 
Score: -24065124.000000 Penalty: 5996.525391
	Iteration 27Q: 3 clusters Score -2.406512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 177681 members 
Entering Unmasked Estep 
Score: -24065124.000000 Penalty: 5996.525391
	Iteration 28Q: 3 clusters Score -2.406512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 177683 members 
Entering Unmasked Estep 
Score: -24065130.000000 Penalty: 5996.525391
	Iteration 29Q: 3 clusters Score -2.406513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 177686 members 
Entering Unmasked Estep 
Score: -24065142.000000 Penalty: 5996.525391
	Iteration 30Q: 3 clusters Score -2.406514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 177686 members 
Entering Unmasked Estep 
Score: -24065142.000000 Penalty: 5996.525391
	Iteration 31F: 3 clusters Score -2.406514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -70543.421875 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -70543.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -68970.789062 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -68970.79 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -69356.351562 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -69356.35 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69668.593750 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -69668.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -69831.796875 Penalty: 3184.317383
	Iteration 3F: 3 clusters Score -69831.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -70018.812500 Penalty: 3184.317383
	Iteration 4F: 3 clusters Score -70018.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -70106.187500 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -70106.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -70134.953125 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -70134.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -70160.265625 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -70160.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -70192.546875 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -70192.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -70219.156250 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -70219.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -70242.500000 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -70242.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -70274.687500 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -70274.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -70323.312500 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -70323.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -70393.859375 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -70393.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -70496.507812 Penalty: 3184.317383
	Iteration 14Q: 3 clusters Score -70496.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -70522.265625 Penalty: 3184.317383
	Iteration 15Q: 3 clusters Score -70522.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70542.476562 Penalty: 3184.317383
	Iteration 16Q: 3 clusters Score -70542.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -70565.929688 Penalty: 3184.317383
	Iteration 17Q: 3 clusters Score -70565.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70574.773438 Penalty: 3184.317383
	Iteration 18Q: 3 clusters Score -70574.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70581.992188 Penalty: 3184.317383
	Iteration 19Q: 3 clusters Score -70581.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70593.531250 Penalty: 3184.317383
	Iteration 20F: 3 clusters Score -70593.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -70604.078125 Penalty: 3184.317383
	Iteration 21Q: 3 clusters Score -70604.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -70607.492188 Penalty: 3184.317383
	Iteration 22Q: 3 clusters Score -70607.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -70609.117188 Penalty: 3184.317383
	Iteration 23Q: 3 clusters Score -70609.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70612.039062 Penalty: 3184.317383
	Iteration 24Q: 3 clusters Score -70612.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70616.500000 Penalty: 3184.317383
	Iteration 25Q: 3 clusters Score -70616.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -70620.390625 Penalty: 3184.317383
	Iteration 26Q: 3 clusters Score -70620.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -70623.429688 Penalty: 3184.317383
	Iteration 27Q: 3 clusters Score -70623.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70631.218750 Penalty: 3184.317383
	Iteration 28Q: 3 clusters Score -70631.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -70649.179688 Penalty: 3184.317383
	Iteration 29Q: 3 clusters Score -70649.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -70689.648438 Penalty: 3184.317383
	Iteration 30Q: 3 clusters Score -70689.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70765.039062 Penalty: 3184.317383
	Iteration 31Q: 3 clusters Score -70765.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -70981.132812 Penalty: 3184.317383
	Iteration 32Q: 3 clusters Score -70981.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -71004.968750 Penalty: 3184.317383
	Iteration 33Q: 3 clusters Score -71004.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -71004.968750 Penalty: 3184.317383
	Iteration 34F: 3 clusters Score -71004.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61952 members 
Mstep: Class 3 contains 189448 members 
Mstep: Class 4 contains 55103 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100425 members 
Mstep: Class 7 contains 8879 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112618 members 
Mstep: Class 10 contains 178049 members 
Mstep: Class 11 contains 6043 members 
Mstep: Class 12 contains 11912 members 
Mstep: Class 13 contains 169584 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51509 members 
Mstep: Class 17 contains 74475 members 
Mstep: Class 18 contains 172748 members 
Mstep: Class 19 contains 178041 members 
Mstep: Class 20 contains 272 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2573 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 342 members 
Entering Unmasked Estep 
Score: -180412864.000000 Penalty: 87655.367188
Splitting cluster 20 changes total score from -180414096.000000 to -180412864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -47589.578125 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -47589.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46193.968750 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -46193.97 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -46331.074219 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -46331.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46348.644531 Penalty: 2952.808594
	Iteration 2Q: 3 clusters Score -46348.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -46355.214844 Penalty: 2952.808594
	Iteration 3Q: 3 clusters Score -46355.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46358.980469 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -46358.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46361.550781 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -46361.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46361.550781 Penalty: 2952.808594
	Iteration 6F: 3 clusters Score -46361.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Entering Unmasked Estep 
Score: -53073.667969 Penalty: 1508.955811
	Iteration 0F: 2 clusters Score -53073.67 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 219 members 
Entering Unmasked Estep 
Score: -51575.910156 Penalty: 3017.911621
	Iteration 0F: 3 clusters Score -51575.91 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51716.375000 Penalty: 3017.911621
	Iteration 1F: 3 clusters Score -51716.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51762.308594 Penalty: 3017.911621
	Iteration 2Q: 3 clusters Score -51762.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51782.601562 Penalty: 3017.911621
	Iteration 3Q: 3 clusters Score -51782.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -51802.457031 Penalty: 3017.911621
	Iteration 4Q: 3 clusters Score -51802.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51819.804688 Penalty: 3017.911621
	Iteration 5Q: 3 clusters Score -51819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -51832.679688 Penalty: 3017.911621
	Iteration 6Q: 3 clusters Score -51832.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51834.882812 Penalty: 3017.911621
	Iteration 7Q: 3 clusters Score -51834.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -51836.664062 Penalty: 3017.911621
	Iteration 8Q: 3 clusters Score -51836.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51840.160156 Penalty: 3017.911621
	Iteration 9Q: 3 clusters Score -51840.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51847.726562 Penalty: 3017.911621
	Iteration 10Q: 3 clusters Score -51847.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51847.726562 Penalty: 3017.911621
	Iteration 11F: 3 clusters Score -51847.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Entering Unmasked Estep 
Score: -338955.250000 Penalty: 1947.501343
	Iteration 0F: 2 clusters Score -338955.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -335964.406250 Penalty: 3895.002686
	Iteration 0F: 3 clusters Score -335964.4 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -336584.843750 Penalty: 3895.002686
	Iteration 1F: 3 clusters Score -336584.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -336745.250000 Penalty: 3895.002686
	Iteration 2F: 3 clusters Score -336745.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -336839.937500 Penalty: 3895.002686
	Iteration 3Q: 3 clusters Score -336839.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -336915.406250 Penalty: 3895.002686
	Iteration 4Q: 3 clusters Score -336915.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -336967.343750 Penalty: 3895.002686
	Iteration 5Q: 3 clusters Score -336967.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -337002.531250 Penalty: 3895.002686
	Iteration 6Q: 3 clusters Score -337002.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -337028.375000 Penalty: 3895.002686
	Iteration 7Q: 3 clusters Score -337028.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -337053.000000 Penalty: 3895.002686
	Iteration 8Q: 3 clusters Score -337053 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -337070.093750 Penalty: 3895.002686
	Iteration 9Q: 3 clusters Score -337070.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -337083.500000 Penalty: 3895.002686
	Iteration 10Q: 3 clusters Score -337083.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -337093.343750 Penalty: 3895.002686
	Iteration 11Q: 3 clusters Score -337093.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -337103.281250 Penalty: 3895.002686
	Iteration 12Q: 3 clusters Score -337103.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -337116.968750 Penalty: 3895.002686
	Iteration 13Q: 3 clusters Score -337117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -337129.437500 Penalty: 3895.002686
	Iteration 14Q: 3 clusters Score -337129.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -337136.593750 Penalty: 3895.002686
	Iteration 15Q: 3 clusters Score -337136.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -337142.906250 Penalty: 3895.002686
	Iteration 16Q: 3 clusters Score -337142.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -337152.218750 Penalty: 3895.002686
	Iteration 17Q: 3 clusters Score -337152.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -337157.781250 Penalty: 3895.002686
	Iteration 18Q: 3 clusters Score -337157.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -337167.062500 Penalty: 3895.002686
	Iteration 19Q: 3 clusters Score -337167.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -337175.375000 Penalty: 3895.002686
	Iteration 20F: 3 clusters Score -337175.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -337187.781250 Penalty: 3895.002686
	Iteration 21Q: 3 clusters Score -337187.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -337204.125000 Penalty: 3895.002686
	Iteration 22Q: 3 clusters Score -337204.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -337220.562500 Penalty: 3895.002686
	Iteration 23Q: 3 clusters Score -337220.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -337231.781250 Penalty: 3895.002686
	Iteration 24Q: 3 clusters Score -337231.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -337244.593750 Penalty: 3895.002686
	Iteration 25Q: 3 clusters Score -337244.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -337255.093750 Penalty: 3895.002686
	Iteration 26Q: 3 clusters Score -337255.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -337265.187500 Penalty: 3895.002686
	Iteration 27Q: 3 clusters Score -337265.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -337275.593750 Penalty: 3895.002686
	Iteration 28Q: 3 clusters Score -337275.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -337281.718750 Penalty: 3895.002686
	Iteration 29Q: 3 clusters Score -337281.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -337287.468750 Penalty: 3895.002686
	Iteration 30Q: 3 clusters Score -337287.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -337291.562500 Penalty: 3895.002686
	Iteration 31Q: 3 clusters Score -337291.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -337296.062500 Penalty: 3895.002686
	Iteration 32Q: 3 clusters Score -337296.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -337302.343750 Penalty: 3895.002686
	Iteration 33Q: 3 clusters Score -337302.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -337303.718750 Penalty: 3895.002686
	Iteration 34Q: 3 clusters Score -337303.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -337306.000000 Penalty: 3895.002686
	Iteration 35Q: 3 clusters Score -337306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -337307.312500 Penalty: 3895.002686
	Iteration 36Q: 3 clusters Score -337307.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -337310.656250 Penalty: 3895.002686
	Iteration 37Q: 3 clusters Score -337310.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -337313.718750 Penalty: 3895.002686
	Iteration 38Q: 3 clusters Score -337313.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -337315.937500 Penalty: 3895.002686
	Iteration 39Q: 3 clusters Score -337315.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -337318.968750 Penalty: 3895.002686
	Iteration 40F: 3 clusters Score -337319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -337322.281250 Penalty: 3895.002686
	Iteration 41Q: 3 clusters Score -337322.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -337322.531250 Penalty: 3895.002686
	Iteration 42Q: 3 clusters Score -337322.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -337323.593750 Penalty: 3895.002686
	Iteration 43Q: 3 clusters Score -337323.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -337325.031250 Penalty: 3895.002686
	Iteration 44Q: 3 clusters Score -337325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -337326.781250 Penalty: 3895.002686
	Iteration 45Q: 3 clusters Score -337326.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -337330.062500 Penalty: 3895.002686
	Iteration 46Q: 3 clusters Score -337330.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -337333.718750 Penalty: 3895.002686
	Iteration 47Q: 3 clusters Score -337333.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -337335.312500 Penalty: 3895.002686
	Iteration 48Q: 3 clusters Score -337335.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -337338.093750 Penalty: 3895.002686
	Iteration 49Q: 3 clusters Score -337338.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -337340.687500 Penalty: 3895.002686
	Iteration 50Q: 3 clusters Score -337340.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -337343.593750 Penalty: 3895.002686
	Iteration 51Q: 3 clusters Score -337343.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -337344.625000 Penalty: 3895.002686
	Iteration 52Q: 3 clusters Score -337344.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -337344.718750 Penalty: 3895.002686
	Iteration 53Q: 3 clusters Score -337344.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -337344.718750 Penalty: 3895.002686
	Iteration 54F: 3 clusters Score -337344.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -71190.773438 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -71190.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69662.476562 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -69662.48 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -70079.343750 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -70079.34 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -70174.757812 Penalty: 3148.305176
	Iteration 2F: 3 clusters Score -70174.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -70209.750000 Penalty: 3148.305176
	Iteration 3Q: 3 clusters Score -70209.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -70227.515625 Penalty: 3148.305176
	Iteration 4Q: 3 clusters Score -70227.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -70233.718750 Penalty: 3148.305176
	Iteration 5Q: 3 clusters Score -70233.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -70235.507812 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -70235.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -70238.476562 Penalty: 3148.305176
	Iteration 7Q: 3 clusters Score -70238.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -70240.632812 Penalty: 3148.305176
	Iteration 8Q: 3 clusters Score -70240.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -70240.632812 Penalty: 3148.305176
	Iteration 9F: 3 clusters Score -70240.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61952 members 
Mstep: Class 3 contains 189448 members 
Mstep: Class 4 contains 55103 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100425 members 
Mstep: Class 7 contains 8879 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112618 members 
Mstep: Class 10 contains 178049 members 
Mstep: Class 11 contains 6043 members 
Mstep: Class 12 contains 11912 members 
Mstep: Class 13 contains 169584 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51509 members 
Mstep: Class 17 contains 74475 members 
Mstep: Class 18 contains 172748 members 
Mstep: Class 19 contains 178041 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2573 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414400.000000 Penalty: 84149.148438
Iteration 279Q: 25 clusters Score -1.804144e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61945 members 
Mstep: Class 3 contains 189455 members 
Mstep: Class 4 contains 55098 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100415 members 
Mstep: Class 7 contains 8879 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112642 members 
Mstep: Class 10 contains 178059 members 
Mstep: Class 11 contains 6043 members 
Mstep: Class 12 contains 11912 members 
Mstep: Class 13 contains 169570 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51516 members 
Mstep: Class 17 contains 74473 members 
Mstep: Class 18 contains 172743 members 
Mstep: Class 19 contains 178046 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2563 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414368.000000 Penalty: 84149.148438
Iteration 280F: 25 clusters Score -1.804144e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61933 members 
Mstep: Class 3 contains 189466 members 
Mstep: Class 4 contains 55089 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100402 members 
Mstep: Class 7 contains 8879 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112670 members 
Mstep: Class 10 contains 178044 members 
Mstep: Class 11 contains 6047 members 
Mstep: Class 12 contains 11911 members 
Mstep: Class 13 contains 169542 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51522 members 
Mstep: Class 17 contains 74478 members 
Mstep: Class 18 contains 172740 members 
Mstep: Class 19 contains 178074 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2562 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414560.000000 Penalty: 84149.148438
Iteration 281Q: 25 clusters Score -1.804146e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61917 members 
Mstep: Class 3 contains 189485 members 
Mstep: Class 4 contains 55080 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100395 members 
Mstep: Class 7 contains 8879 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112697 members 
Mstep: Class 10 contains 178045 members 
Mstep: Class 11 contains 6050 members 
Mstep: Class 12 contains 11907 members 
Mstep: Class 13 contains 169523 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51526 members 
Mstep: Class 17 contains 74473 members 
Mstep: Class 18 contains 172739 members 
Mstep: Class 19 contains 178084 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2559 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414336.000000 Penalty: 84149.148438
Iteration 282Q: 25 clusters Score -1.804143e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61895 members 
Mstep: Class 3 contains 189500 members 
Mstep: Class 4 contains 55077 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100382 members 
Mstep: Class 7 contains 8879 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112735 members 
Mstep: Class 10 contains 178039 members 
Mstep: Class 11 contains 6055 members 
Mstep: Class 12 contains 11902 members 
Mstep: Class 13 contains 169525 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51527 members 
Mstep: Class 17 contains 74463 members 
Mstep: Class 18 contains 172731 members 
Mstep: Class 19 contains 178093 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2556 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414416.000000 Penalty: 84149.148438
Iteration 283Q: 25 clusters Score -1.804144e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61885 members 
Mstep: Class 3 contains 189508 members 
Mstep: Class 4 contains 55074 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100370 members 
Mstep: Class 7 contains 8879 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112785 members 
Mstep: Class 10 contains 178029 members 
Mstep: Class 11 contains 6063 members 
Mstep: Class 12 contains 11901 members 
Mstep: Class 13 contains 169518 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51532 members 
Mstep: Class 17 contains 74453 members 
Mstep: Class 18 contains 172717 members 
Mstep: Class 19 contains 178094 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2551 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414592.000000 Penalty: 84149.148438
Iteration 284Q: 25 clusters Score -1.804146e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61873 members 
Mstep: Class 3 contains 189523 members 
Mstep: Class 4 contains 55070 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100360 members 
Mstep: Class 7 contains 8879 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112829 members 
Mstep: Class 10 contains 178028 members 
Mstep: Class 11 contains 6067 members 
Mstep: Class 12 contains 11900 members 
Mstep: Class 13 contains 169517 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51537 members 
Mstep: Class 17 contains 74447 members 
Mstep: Class 18 contains 172713 members 
Mstep: Class 19 contains 178067 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414416.000000 Penalty: 84149.148438
Iteration 285Q: 25 clusters Score -1.804144e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61859 members 
Mstep: Class 3 contains 189513 members 
Mstep: Class 4 contains 55069 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100354 members 
Mstep: Class 7 contains 8879 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112878 members 
Mstep: Class 10 contains 178024 members 
Mstep: Class 11 contains 6069 members 
Mstep: Class 12 contains 11903 members 
Mstep: Class 13 contains 169509 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51538 members 
Mstep: Class 17 contains 74444 members 
Mstep: Class 18 contains 172724 members 
Mstep: Class 19 contains 178046 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2550 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414528.000000 Penalty: 84149.148438
Iteration 286Q: 25 clusters Score -1.804145e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61846 members 
Mstep: Class 3 contains 189505 members 
Mstep: Class 4 contains 55056 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100349 members 
Mstep: Class 7 contains 8879 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112914 members 
Mstep: Class 10 contains 178042 members 
Mstep: Class 11 contains 6074 members 
Mstep: Class 12 contains 11907 members 
Mstep: Class 13 contains 169503 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51535 members 
Mstep: Class 17 contains 74440 members 
Mstep: Class 18 contains 172722 members 
Mstep: Class 19 contains 178038 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414288.000000 Penalty: 84149.148438
Iteration 287Q: 25 clusters Score -1.804143e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61836 members 
Mstep: Class 3 contains 189501 members 
Mstep: Class 4 contains 55057 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100335 members 
Mstep: Class 7 contains 8879 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 112958 members 
Mstep: Class 10 contains 178041 members 
Mstep: Class 11 contains 6082 members 
Mstep: Class 12 contains 11908 members 
Mstep: Class 13 contains 169486 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51530 members 
Mstep: Class 17 contains 74433 members 
Mstep: Class 18 contains 172713 members 
Mstep: Class 19 contains 178051 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414272.000000 Penalty: 84149.148438
Iteration 288Q: 25 clusters Score -1.804143e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61824 members 
Mstep: Class 3 contains 189483 members 
Mstep: Class 4 contains 55056 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100326 members 
Mstep: Class 7 contains 8878 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113001 members 
Mstep: Class 10 contains 178045 members 
Mstep: Class 11 contains 6090 members 
Mstep: Class 12 contains 11906 members 
Mstep: Class 13 contains 169486 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51529 members 
Mstep: Class 17 contains 74430 members 
Mstep: Class 18 contains 172702 members 
Mstep: Class 19 contains 178054 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414256.000000 Penalty: 84149.148438
Iteration 289Q: 25 clusters Score -1.804143e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61811 members 
Mstep: Class 3 contains 189488 members 
Mstep: Class 4 contains 55053 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100315 members 
Mstep: Class 7 contains 8878 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113029 members 
Mstep: Class 10 contains 178054 members 
Mstep: Class 11 contains 6091 members 
Mstep: Class 12 contains 11907 members 
Mstep: Class 13 contains 169486 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51522 members 
Mstep: Class 17 contains 74425 members 
Mstep: Class 18 contains 172692 members 
Mstep: Class 19 contains 178059 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414320.000000 Penalty: 84149.148438
Iteration 290Q: 25 clusters Score -1.804143e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61796 members 
Mstep: Class 3 contains 189495 members 
Mstep: Class 4 contains 55057 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100310 members 
Mstep: Class 7 contains 8878 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113063 members 
Mstep: Class 10 contains 178073 members 
Mstep: Class 11 contains 6091 members 
Mstep: Class 12 contains 11907 members 
Mstep: Class 13 contains 169481 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51518 members 
Mstep: Class 17 contains 74419 members 
Mstep: Class 18 contains 172678 members 
Mstep: Class 19 contains 178044 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414464.000000 Penalty: 84149.148438
Iteration 291Q: 25 clusters Score -1.804145e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61791 members 
Mstep: Class 3 contains 189507 members 
Mstep: Class 4 contains 55058 members 
Mstep: Class 5 contains 704 members 
Mstep: Class 6 contains 100300 members 
Mstep: Class 7 contains 8878 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113100 members 
Mstep: Class 10 contains 178088 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 11904 members 
Mstep: Class 13 contains 169475 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51515 members 
Mstep: Class 17 contains 74411 members 
Mstep: Class 18 contains 172672 members 
Mstep: Class 19 contains 178020 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414272.000000 Penalty: 84149.148438
Iteration 292Q: 25 clusters Score -1.804143e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61782 members 
Mstep: Class 3 contains 189516 members 
Mstep: Class 4 contains 55062 members 
Mstep: Class 5 contains 705 members 
Mstep: Class 6 contains 100298 members 
Mstep: Class 7 contains 8878 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113143 members 
Mstep: Class 10 contains 178096 members 
Mstep: Class 11 contains 6092 members 
Mstep: Class 12 contains 11904 members 
Mstep: Class 13 contains 169473 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51510 members 
Mstep: Class 17 contains 74407 members 
Mstep: Class 18 contains 172679 members 
Mstep: Class 19 contains 177971 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414336.000000 Penalty: 84149.148438
Iteration 293Q: 25 clusters Score -1.804143e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61777 members 
Mstep: Class 3 contains 189534 members 
Mstep: Class 4 contains 55061 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 100287 members 
Mstep: Class 7 contains 8878 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113168 members 
Mstep: Class 10 contains 178118 members 
Mstep: Class 11 contains 6093 members 
Mstep: Class 12 contains 11906 members 
Mstep: Class 13 contains 169469 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51509 members 
Mstep: Class 17 contains 74404 members 
Mstep: Class 18 contains 172674 members 
Mstep: Class 19 contains 177934 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2545 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414368.000000 Penalty: 84149.148438
Iteration 294Q: 25 clusters Score -1.804144e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61772 members 
Mstep: Class 3 contains 189546 members 
Mstep: Class 4 contains 55056 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 100281 members 
Mstep: Class 7 contains 8878 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113195 members 
Mstep: Class 10 contains 178123 members 
Mstep: Class 11 contains 6093 members 
Mstep: Class 12 contains 11907 members 
Mstep: Class 13 contains 169474 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51498 members 
Mstep: Class 17 contains 74403 members 
Mstep: Class 18 contains 172674 members 
Mstep: Class 19 contains 177913 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2544 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414256.000000 Penalty: 84149.148438
Iteration 295Q: 25 clusters Score -1.804143e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61774 members 
Mstep: Class 3 contains 189544 members 
Mstep: Class 4 contains 55043 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 100276 members 
Mstep: Class 7 contains 8878 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113221 members 
Mstep: Class 10 contains 178128 members 
Mstep: Class 11 contains 6095 members 
Mstep: Class 12 contains 11905 members 
Mstep: Class 13 contains 169467 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51491 members 
Mstep: Class 17 contains 74406 members 
Mstep: Class 18 contains 172678 members 
Mstep: Class 19 contains 177906 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2545 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414224.000000 Penalty: 84149.148438
Iteration 296Q: 25 clusters Score -1.804142e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61768 members 
Mstep: Class 3 contains 189547 members 
Mstep: Class 4 contains 55037 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 100268 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113242 members 
Mstep: Class 10 contains 178117 members 
Mstep: Class 11 contains 6097 members 
Mstep: Class 12 contains 11902 members 
Mstep: Class 13 contains 169462 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51496 members 
Mstep: Class 17 contains 74413 members 
Mstep: Class 18 contains 172680 members 
Mstep: Class 19 contains 177906 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2545 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414368.000000 Penalty: 84149.148438
Iteration 297Q: 25 clusters Score -1.804144e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61761 members 
Mstep: Class 3 contains 189546 members 
Mstep: Class 4 contains 55039 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 100266 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113261 members 
Mstep: Class 10 contains 178103 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 11906 members 
Mstep: Class 13 contains 169465 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51492 members 
Mstep: Class 17 contains 74408 members 
Mstep: Class 18 contains 172668 members 
Mstep: Class 19 contains 177919 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2545 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414352.000000 Penalty: 84149.148438
Iteration 298Q: 25 clusters Score -1.804144e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61766 members 
Mstep: Class 3 contains 189556 members 
Mstep: Class 4 contains 55044 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 100262 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113290 members 
Mstep: Class 10 contains 178095 members 
Mstep: Class 11 contains 6103 members 
Mstep: Class 12 contains 11907 members 
Mstep: Class 13 contains 169456 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51488 members 
Mstep: Class 17 contains 74400 members 
Mstep: Class 18 contains 172656 members 
Mstep: Class 19 contains 177913 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2544 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414320.000000 Penalty: 84149.148438
Iteration 299Q: 25 clusters Score -1.804143e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61765 members 
Mstep: Class 3 contains 189568 members 
Mstep: Class 4 contains 55046 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 100254 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113319 members 
Mstep: Class 10 contains 178086 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 11905 members 
Mstep: Class 13 contains 169442 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51491 members 
Mstep: Class 17 contains 74401 members 
Mstep: Class 18 contains 172647 members 
Mstep: Class 19 contains 177906 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2546 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414352.000000 Penalty: 84149.148438
Iteration 300F: 25 clusters Score -1.804144e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61762 members 
Mstep: Class 3 contains 189569 members 
Mstep: Class 4 contains 55042 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 100252 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113353 members 
Mstep: Class 10 contains 178080 members 
Mstep: Class 11 contains 6102 members 
Mstep: Class 12 contains 11904 members 
Mstep: Class 13 contains 169440 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51489 members 
Mstep: Class 17 contains 74395 members 
Mstep: Class 18 contains 172645 members 
Mstep: Class 19 contains 177904 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2543 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414288.000000 Penalty: 84149.148438
Iteration 301Q: 25 clusters Score -1.804143e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61757 members 
Mstep: Class 3 contains 189565 members 
Mstep: Class 4 contains 55035 members 
Mstep: Class 5 contains 706 members 
Mstep: Class 6 contains 100253 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113378 members 
Mstep: Class 10 contains 178087 members 
Mstep: Class 11 contains 6103 members 
Mstep: Class 12 contains 11901 members 
Mstep: Class 13 contains 169435 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51493 members 
Mstep: Class 17 contains 74389 members 
Mstep: Class 18 contains 172653 members 
Mstep: Class 19 contains 177888 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2543 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414352.000000 Penalty: 84149.148438
Iteration 302Q: 25 clusters Score -1.804144e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61751 members 
Mstep: Class 3 contains 189581 members 
Mstep: Class 4 contains 55036 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100248 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113406 members 
Mstep: Class 10 contains 178092 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 11896 members 
Mstep: Class 13 contains 169422 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51497 members 
Mstep: Class 17 contains 74381 members 
Mstep: Class 18 contains 172639 members 
Mstep: Class 19 contains 177884 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2542 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414160.000000 Penalty: 84149.148438
Iteration 303Q: 25 clusters Score -1.804142e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61742 members 
Mstep: Class 3 contains 189564 members 
Mstep: Class 4 contains 55042 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100250 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113442 members 
Mstep: Class 10 contains 178122 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 11898 members 
Mstep: Class 13 contains 169405 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51488 members 
Mstep: Class 17 contains 74374 members 
Mstep: Class 18 contains 172659 members 
Mstep: Class 19 contains 177845 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2543 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414096.000000 Penalty: 84149.148438
Iteration 304Q: 25 clusters Score -1.804141e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61728 members 
Mstep: Class 3 contains 189562 members 
Mstep: Class 4 contains 55038 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100247 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113481 members 
Mstep: Class 10 contains 178151 members 
Mstep: Class 11 contains 6106 members 
Mstep: Class 12 contains 11899 members 
Mstep: Class 13 contains 169391 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51487 members 
Mstep: Class 17 contains 74371 members 
Mstep: Class 18 contains 172652 members 
Mstep: Class 19 contains 177824 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2542 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413904.000000 Penalty: 84149.148438
Iteration 305Q: 25 clusters Score -1.804139e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61713 members 
Mstep: Class 3 contains 189554 members 
Mstep: Class 4 contains 55040 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100245 members 
Mstep: Class 7 contains 8876 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113529 members 
Mstep: Class 10 contains 178185 members 
Mstep: Class 11 contains 6109 members 
Mstep: Class 12 contains 11892 members 
Mstep: Class 13 contains 169374 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51492 members 
Mstep: Class 17 contains 74359 members 
Mstep: Class 18 contains 172663 members 
Mstep: Class 19 contains 177784 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2541 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413808.000000 Penalty: 84149.148438
Iteration 306Q: 25 clusters Score -1.804138e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61696 members 
Mstep: Class 3 contains 189536 members 
Mstep: Class 4 contains 55042 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100245 members 
Mstep: Class 7 contains 8875 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113565 members 
Mstep: Class 10 contains 178221 members 
Mstep: Class 11 contains 6113 members 
Mstep: Class 12 contains 11888 members 
Mstep: Class 13 contains 169368 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51494 members 
Mstep: Class 17 contains 74354 members 
Mstep: Class 18 contains 172675 members 
Mstep: Class 19 contains 177744 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2540 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413648.000000 Penalty: 84149.148438
Iteration 307Q: 25 clusters Score -1.804136e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61690 members 
Mstep: Class 3 contains 189537 members 
Mstep: Class 4 contains 55041 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100244 members 
Mstep: Class 7 contains 8875 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113594 members 
Mstep: Class 10 contains 178247 members 
Mstep: Class 11 contains 6115 members 
Mstep: Class 12 contains 11889 members 
Mstep: Class 13 contains 169360 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51497 members 
Mstep: Class 17 contains 74348 members 
Mstep: Class 18 contains 172673 members 
Mstep: Class 19 contains 177705 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2541 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413584.000000 Penalty: 84149.148438
Iteration 308Q: 25 clusters Score -1.804136e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61679 members 
Mstep: Class 3 contains 189557 members 
Mstep: Class 4 contains 55044 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100235 members 
Mstep: Class 7 contains 8875 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113615 members 
Mstep: Class 10 contains 178254 members 
Mstep: Class 11 contains 6118 members 
Mstep: Class 12 contains 11889 members 
Mstep: Class 13 contains 169357 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51500 members 
Mstep: Class 17 contains 74341 members 
Mstep: Class 18 contains 172674 members 
Mstep: Class 19 contains 177675 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2543 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413552.000000 Penalty: 84149.148438
Iteration 309Q: 25 clusters Score -1.804136e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61668 members 
Mstep: Class 3 contains 189567 members 
Mstep: Class 4 contains 55054 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100222 members 
Mstep: Class 7 contains 8873 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113645 members 
Mstep: Class 10 contains 178254 members 
Mstep: Class 11 contains 6116 members 
Mstep: Class 12 contains 11886 members 
Mstep: Class 13 contains 169351 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51503 members 
Mstep: Class 17 contains 74341 members 
Mstep: Class 18 contains 172671 members 
Mstep: Class 19 contains 177661 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2544 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413472.000000 Penalty: 84149.148438
Iteration 310Q: 25 clusters Score -1.804135e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61663 members 
Mstep: Class 3 contains 189572 members 
Mstep: Class 4 contains 55061 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100212 members 
Mstep: Class 7 contains 8870 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113685 members 
Mstep: Class 10 contains 178257 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 11885 members 
Mstep: Class 13 contains 169341 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51494 members 
Mstep: Class 17 contains 74333 members 
Mstep: Class 18 contains 172671 members 
Mstep: Class 19 contains 177649 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2546 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413728.000000 Penalty: 84149.148438
Iteration 311Q: 25 clusters Score -1.804137e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61657 members 
Mstep: Class 3 contains 189589 members 
Mstep: Class 4 contains 55062 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100195 members 
Mstep: Class 7 contains 8868 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113722 members 
Mstep: Class 10 contains 178260 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 11882 members 
Mstep: Class 13 contains 169347 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51491 members 
Mstep: Class 17 contains 74329 members 
Mstep: Class 18 contains 172694 members 
Mstep: Class 19 contains 177599 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2544 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413840.000000 Penalty: 84149.148438
Iteration 312Q: 25 clusters Score -1.804138e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61649 members 
Mstep: Class 3 contains 189609 members 
Mstep: Class 4 contains 55059 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100185 members 
Mstep: Class 7 contains 8865 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113757 members 
Mstep: Class 10 contains 178261 members 
Mstep: Class 11 contains 6116 members 
Mstep: Class 12 contains 11884 members 
Mstep: Class 13 contains 169335 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51488 members 
Mstep: Class 17 contains 74319 members 
Mstep: Class 18 contains 172703 members 
Mstep: Class 19 contains 177581 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2545 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413696.000000 Penalty: 84149.148438
Iteration 313Q: 25 clusters Score -1.804137e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61639 members 
Mstep: Class 3 contains 189618 members 
Mstep: Class 4 contains 55061 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100175 members 
Mstep: Class 7 contains 8863 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113790 members 
Mstep: Class 10 contains 178273 members 
Mstep: Class 11 contains 6118 members 
Mstep: Class 12 contains 11886 members 
Mstep: Class 13 contains 169311 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51486 members 
Mstep: Class 17 contains 74314 members 
Mstep: Class 18 contains 172716 members 
Mstep: Class 19 contains 177561 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2545 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413680.000000 Penalty: 84149.148438
Iteration 314Q: 25 clusters Score -1.804137e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61624 members 
Mstep: Class 3 contains 189617 members 
Mstep: Class 4 contains 55065 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100173 members 
Mstep: Class 7 contains 8861 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113821 members 
Mstep: Class 10 contains 178268 members 
Mstep: Class 11 contains 6115 members 
Mstep: Class 12 contains 11886 members 
Mstep: Class 13 contains 169310 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51486 members 
Mstep: Class 17 contains 74304 members 
Mstep: Class 18 contains 172730 members 
Mstep: Class 19 contains 177553 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2543 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413728.000000 Penalty: 84149.148438
Iteration 315Q: 25 clusters Score -1.804137e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61616 members 
Mstep: Class 3 contains 189625 members 
Mstep: Class 4 contains 55061 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100165 members 
Mstep: Class 7 contains 8859 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113855 members 
Mstep: Class 10 contains 178262 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 11890 members 
Mstep: Class 13 contains 169312 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51483 members 
Mstep: Class 17 contains 74290 members 
Mstep: Class 18 contains 172751 members 
Mstep: Class 19 contains 177535 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2541 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413760.000000 Penalty: 84149.148438
Iteration 316Q: 25 clusters Score -1.804138e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61610 members 
Mstep: Class 3 contains 189633 members 
Mstep: Class 4 contains 55056 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100153 members 
Mstep: Class 7 contains 8856 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113882 members 
Mstep: Class 10 contains 178258 members 
Mstep: Class 11 contains 6110 members 
Mstep: Class 12 contains 11888 members 
Mstep: Class 13 contains 169309 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51488 members 
Mstep: Class 17 contains 74282 members 
Mstep: Class 18 contains 172759 members 
Mstep: Class 19 contains 177534 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2538 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413680.000000 Penalty: 84149.148438
Iteration 317Q: 25 clusters Score -1.804137e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61600 members 
Mstep: Class 3 contains 189636 members 
Mstep: Class 4 contains 55048 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100146 members 
Mstep: Class 7 contains 8853 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113911 members 
Mstep: Class 10 contains 178244 members 
Mstep: Class 11 contains 6110 members 
Mstep: Class 12 contains 11893 members 
Mstep: Class 13 contains 169309 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51489 members 
Mstep: Class 17 contains 74267 members 
Mstep: Class 18 contains 172763 members 
Mstep: Class 19 contains 177550 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2537 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413440.000000 Penalty: 84149.148438
Iteration 318Q: 25 clusters Score -1.804134e+08 nChanged 349
Entering ConstructFrom: 
Score: -180413440.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (3161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Entering Unmasked Estep 
Score: -413756.500000 Penalty: 1998.543579
	Iteration 0F: 2 clusters Score -413756.5 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 1602 members 
Entering Unmasked Estep 
Score: -410420.062500 Penalty: 3997.087158
	Iteration 0F: 3 clusters Score -410420.1 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -411405.375000 Penalty: 3997.087158
	Iteration 1F: 3 clusters Score -411405.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -412360.656250 Penalty: 3997.087158
	Iteration 2F: 3 clusters Score -412360.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -413520.562500 Penalty: 3997.087158
	Iteration 3F: 3 clusters Score -413520.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -414402.937500 Penalty: 3997.087158
	Iteration 4F: 3 clusters Score -414402.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -414745.812500 Penalty: 3997.087158
	Iteration 5F: 3 clusters Score -414745.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -414821.718750 Penalty: 3997.087158
	Iteration 6Q: 3 clusters Score -414821.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -414854.531250 Penalty: 3997.087158
	Iteration 7Q: 3 clusters Score -414854.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -414875.906250 Penalty: 3997.087158
	Iteration 8Q: 3 clusters Score -414875.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -414892.937500 Penalty: 3997.087158
	Iteration 9Q: 3 clusters Score -414892.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -414900.656250 Penalty: 3997.087158
	Iteration 10Q: 3 clusters Score -414900.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -414909.187500 Penalty: 3997.087158
	Iteration 11Q: 3 clusters Score -414909.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -414916.187500 Penalty: 3997.087158
	Iteration 12Q: 3 clusters Score -414916.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -414920.625000 Penalty: 3997.087158
	Iteration 13Q: 3 clusters Score -414920.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -414926.625000 Penalty: 3997.087158
	Iteration 14Q: 3 clusters Score -414926.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -414929.406250 Penalty: 3997.087158
	Iteration 15Q: 3 clusters Score -414929.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -414932.656250 Penalty: 3997.087158
	Iteration 16Q: 3 clusters Score -414932.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -414932.968750 Penalty: 3997.087158
	Iteration 17Q: 3 clusters Score -414933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -414934.156250 Penalty: 3997.087158
	Iteration 18Q: 3 clusters Score -414934.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -414934.625000 Penalty: 3997.087158
	Iteration 19Q: 3 clusters Score -414934.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -414935.687500 Penalty: 3997.087158
	Iteration 20F: 3 clusters Score -414935.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -414937.312500 Penalty: 3997.087158
	Iteration 21Q: 3 clusters Score -414937.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -414937.312500 Penalty: 3997.087158
	Iteration 22F: 3 clusters Score -414937.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 61603 members 
Mstep: Class 3 contains 189636 members 
Mstep: Class 4 contains 55045 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100144 members 
Mstep: Class 7 contains 8848 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113938 members 
Mstep: Class 10 contains 178243 members 
Mstep: Class 11 contains 6108 members 
Mstep: Class 12 contains 11896 members 
Mstep: Class 13 contains 169307 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51489 members 
Mstep: Class 17 contains 74262 members 
Mstep: Class 18 contains 172743 members 
Mstep: Class 19 contains 177557 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2537 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 2715 members 
Entering Unmasked Estep 
Score: -180411648.000000 Penalty: 87655.367188
Splitting cluster 1 changes total score from -180413440.000000 to -180411648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (61603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61603 members 
Entering Unmasked Estep 
Score: -8184252.500000 Penalty: 2735.059570
	Iteration 0F: 2 clusters Score -8184252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -8142911.000000 Penalty: 5470.119141
	Iteration 0F: 3 clusters Score -8142911 nChanged 28712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -8158934.000000 Penalty: 5470.119141
	Iteration 1F: 3 clusters Score -8158934 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -8159700.500000 Penalty: 5470.119141
	Iteration 2Q: 3 clusters Score -8159700 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -8160513.000000 Penalty: 5470.119141
	Iteration 3Q: 3 clusters Score -8160513 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -8161884.000000 Penalty: 5470.119141
	Iteration 4Q: 3 clusters Score -8161884 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -8164251.500000 Penalty: 5470.119141
	Iteration 5F: 3 clusters Score -8164252 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -8167968.000000 Penalty: 5470.119141
	Iteration 6F: 3 clusters Score -8167968 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -8172855.500000 Penalty: 5470.119141
	Iteration 7F: 3 clusters Score -8172856 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -8177448.000000 Penalty: 5470.119141
	Iteration 8F: 3 clusters Score -8177448 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59187 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -8180096.500000 Penalty: 5470.119141
	Iteration 9Q: 3 clusters Score -8180096 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8181166.500000 Penalty: 5470.119141
	Iteration 10Q: 3 clusters Score -8181166 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8181565.500000 Penalty: 5470.119141
	Iteration 11Q: 3 clusters Score -8181566 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60887 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8181731.500000 Penalty: 5470.119141
	Iteration 12Q: 3 clusters Score -8181732 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60948 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8181844.500000 Penalty: 5470.119141
	Iteration 13Q: 3 clusters Score -8181844 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60973 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8181921.000000 Penalty: 5470.119141
	Iteration 14Q: 3 clusters Score -8181921 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60975 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8181988.000000 Penalty: 5470.119141
	Iteration 15Q: 3 clusters Score -8181988 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60979 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8182037.000000 Penalty: 5470.119141
	Iteration 16Q: 3 clusters Score -8182037 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60961 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8182096.500000 Penalty: 5470.119141
	Iteration 17Q: 3 clusters Score -8182096 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60949 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8182157.500000 Penalty: 5470.119141
	Iteration 18Q: 3 clusters Score -8182158 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60924 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8182229.000000 Penalty: 5470.119141
	Iteration 19Q: 3 clusters Score -8182229 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60906 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8182280.500000 Penalty: 5470.119141
	Iteration 20F: 3 clusters Score -8182280 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60890 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8182310.500000 Penalty: 5470.119141
	Iteration 21Q: 3 clusters Score -8182310 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60877 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8182334.500000 Penalty: 5470.119141
	Iteration 22Q: 3 clusters Score -8182334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60861 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8182355.500000 Penalty: 5470.119141
	Iteration 23Q: 3 clusters Score -8182356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60850 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8182363.500000 Penalty: 5470.119141
	Iteration 24Q: 3 clusters Score -8182364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60837 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8182376.000000 Penalty: 5470.119141
	Iteration 25Q: 3 clusters Score -8182376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8182389.500000 Penalty: 5470.119141
	Iteration 26Q: 3 clusters Score -8182390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8182406.500000 Penalty: 5470.119141
	Iteration 27Q: 3 clusters Score -8182406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60788 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8182422.000000 Penalty: 5470.119141
	Iteration 28Q: 3 clusters Score -8182422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60767 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8182417.000000 Penalty: 5470.119141
	Iteration 29Q: 3 clusters Score -8182417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60746 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8182444.500000 Penalty: 5470.119141
	Iteration 30Q: 3 clusters Score -8182444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60724 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8182467.500000 Penalty: 5470.119141
	Iteration 31Q: 3 clusters Score -8182468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8182487.000000 Penalty: 5470.119141
	Iteration 32Q: 3 clusters Score -8182487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8182491.500000 Penalty: 5470.119141
	Iteration 33Q: 3 clusters Score -8182492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60687 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8182506.500000 Penalty: 5470.119141
	Iteration 34Q: 3 clusters Score -8182506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60677 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8182511.000000 Penalty: 5470.119141
	Iteration 35Q: 3 clusters Score -8182511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60662 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8182518.500000 Penalty: 5470.119141
	Iteration 36Q: 3 clusters Score -8182518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8182523.000000 Penalty: 5470.119141
	Iteration 37Q: 3 clusters Score -8182523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60629 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8182529.500000 Penalty: 5470.119141
	Iteration 38Q: 3 clusters Score -8182530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60618 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8182531.500000 Penalty: 5470.119141
	Iteration 39Q: 3 clusters Score -8182532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60608 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8182543.000000 Penalty: 5470.119141
	Iteration 40F: 3 clusters Score -8182543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60600 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8182544.500000 Penalty: 5470.119141
	Iteration 41Q: 3 clusters Score -8182544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60596 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8182540.000000 Penalty: 5470.119141
	Iteration 42Q: 3 clusters Score -8182540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60594 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8182544.000000 Penalty: 5470.119141
	Iteration 43Q: 3 clusters Score -8182544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60592 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8182544.500000 Penalty: 5470.119141
	Iteration 44Q: 3 clusters Score -8182544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60590 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8182546.500000 Penalty: 5470.119141
	Iteration 45Q: 3 clusters Score -8182546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60588 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -8182542.000000 Penalty: 5470.119141
	Iteration 46Q: 3 clusters Score -8182542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8182546.500000 Penalty: 5470.119141
	Iteration 47Q: 3 clusters Score -8182546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60584 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8182552.000000 Penalty: 5470.119141
	Iteration 48Q: 3 clusters Score -8182552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60583 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8182556.000000 Penalty: 5470.119141
	Iteration 49Q: 3 clusters Score -8182556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8182558.000000 Penalty: 5470.119141
	Iteration 50Q: 3 clusters Score -8182558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60581 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8182555.000000 Penalty: 5470.119141
	Iteration 51Q: 3 clusters Score -8182555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60578 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8182558.500000 Penalty: 5470.119141
	Iteration 52Q: 3 clusters Score -8182558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60579 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8182560.000000 Penalty: 5470.119141
	Iteration 53Q: 3 clusters Score -8182560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60581 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8182556.500000 Penalty: 5470.119141
	Iteration 54Q: 3 clusters Score -8182556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60581 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8182561.500000 Penalty: 5470.119141
	Iteration 55Q: 3 clusters Score -8182562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60581 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8182556.500000 Penalty: 5470.119141
	Iteration 56Q: 3 clusters Score -8182556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8182558.000000 Penalty: 5470.119141
	Iteration 57Q: 3 clusters Score -8182558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8182558.000000 Penalty: 5470.119141
	Iteration 58F: 3 clusters Score -8182558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (189636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189636 members 
Entering Unmasked Estep 
Score: -25402728.000000 Penalty: 3013.909668
	Iteration 0F: 2 clusters Score -2.540273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94696 members 
Mstep: Class 2 contains 94940 members 
Entering Unmasked Estep 
Score: -25284462.000000 Penalty: 6027.819336
	Iteration 0F: 3 clusters Score -2.528446e+07 nChanged 91153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90451 members 
Mstep: Class 2 contains 99185 members 
Entering Unmasked Estep 
Score: -25338442.000000 Penalty: 6027.819336
	Iteration 1F: 3 clusters Score -2.533844e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86843 members 
Mstep: Class 2 contains 102793 members 
Entering Unmasked Estep 
Score: -25341174.000000 Penalty: 6027.819336
	Iteration 2Q: 3 clusters Score -2.534117e+07 nChanged 9788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81301 members 
Mstep: Class 2 contains 108335 members 
Entering Unmasked Estep 
Score: -25345984.000000 Penalty: 6027.819336
	Iteration 3F: 3 clusters Score -2.534598e+07 nChanged 12448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73841 members 
Mstep: Class 2 contains 115795 members 
Entering Unmasked Estep 
Score: -25353206.000000 Penalty: 6027.819336
	Iteration 4F: 3 clusters Score -2.535321e+07 nChanged 14223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65096 members 
Mstep: Class 2 contains 124540 members 
Entering Unmasked Estep 
Score: -25362620.000000 Penalty: 6027.819336
	Iteration 5F: 3 clusters Score -2.536262e+07 nChanged 14003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56245 members 
Mstep: Class 2 contains 133391 members 
Entering Unmasked Estep 
Score: -25371938.000000 Penalty: 6027.819336
	Iteration 6F: 3 clusters Score -2.537194e+07 nChanged 12220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48037 members 
Mstep: Class 2 contains 141599 members 
Entering Unmasked Estep 
Score: -25379680.000000 Penalty: 6027.819336
	Iteration 7F: 3 clusters Score -2.537968e+07 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 149139 members 
Entering Unmasked Estep 
Score: -25385538.000000 Penalty: 6027.819336
	Iteration 8F: 3 clusters Score -2.538554e+07 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 156097 members 
Entering Unmasked Estep 
Score: -25390182.000000 Penalty: 6027.819336
	Iteration 9Q: 3 clusters Score -2.539018e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 162707 members 
Entering Unmasked Estep 
Score: -25393708.000000 Penalty: 6027.819336
	Iteration 10Q: 3 clusters Score -2.539371e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 168790 members 
Entering Unmasked Estep 
Score: -25396170.000000 Penalty: 6027.819336
	Iteration 11Q: 3 clusters Score -2.539617e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 174092 members 
Entering Unmasked Estep 
Score: -25397822.000000 Penalty: 6027.819336
	Iteration 12Q: 3 clusters Score -2.539782e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 178519 members 
Entering Unmasked Estep 
Score: -25399022.000000 Penalty: 6027.819336
	Iteration 13Q: 3 clusters Score -2.539902e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 182014 members 
Entering Unmasked Estep 
Score: -25399696.000000 Penalty: 6027.819336
	Iteration 14Q: 3 clusters Score -2.53997e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 184806 members 
Entering Unmasked Estep 
Score: -25400154.000000 Penalty: 6027.819336
	Iteration 15Q: 3 clusters Score -2.540015e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 186744 members 
Entering Unmasked Estep 
Score: -25400420.000000 Penalty: 6027.819336
	Iteration 16Q: 3 clusters Score -2.540042e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 187907 members 
Entering Unmasked Estep 
Score: -25400546.000000 Penalty: 6027.819336
	Iteration 17Q: 3 clusters Score -2.540055e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 188485 members 
Entering Unmasked Estep 
Score: -25400572.000000 Penalty: 6027.819336
	Iteration 18Q: 3 clusters Score -2.540057e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 188766 members 
Entering Unmasked Estep 
Score: -25400464.000000 Penalty: 6027.819336
	Iteration 19Q: 3 clusters Score -2.540046e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 188911 members 
Entering Unmasked Estep 
Score: -25400426.000000 Penalty: 6027.819336
	Iteration 20F: 3 clusters Score -2.540043e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 188993 members 
Entering Unmasked Estep 
Score: -25400412.000000 Penalty: 6027.819336
	Iteration 21Q: 3 clusters Score -2.540041e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 189043 members 
Entering Unmasked Estep 
Score: -25400412.000000 Penalty: 6027.819336
	Iteration 22Q: 3 clusters Score -2.540041e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 189081 members 
Entering Unmasked Estep 
Score: -25400398.000000 Penalty: 6027.819336
	Iteration 23Q: 3 clusters Score -2.54004e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 189113 members 
Entering Unmasked Estep 
Score: -25400390.000000 Penalty: 6027.819336
	Iteration 24Q: 3 clusters Score -2.540039e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 189135 members 
Entering Unmasked Estep 
Score: -25400388.000000 Penalty: 6027.819336
	Iteration 25Q: 3 clusters Score -2.540039e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 189145 members 
Entering Unmasked Estep 
Score: -25400386.000000 Penalty: 6027.819336
	Iteration 26Q: 3 clusters Score -2.540039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 189154 members 
Entering Unmasked Estep 
Score: -25400414.000000 Penalty: 6027.819336
	Iteration 27Q: 3 clusters Score -2.540041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 189163 members 
Entering Unmasked Estep 
Score: -25400416.000000 Penalty: 6027.819336
	Iteration 28Q: 3 clusters Score -2.540042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 189167 members 
Entering Unmasked Estep 
Score: -25400410.000000 Penalty: 6027.819336
	Iteration 29Q: 3 clusters Score -2.540041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 189171 members 
Entering Unmasked Estep 
Score: -25400400.000000 Penalty: 6027.819336
	Iteration 30Q: 3 clusters Score -2.54004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 189173 members 
Entering Unmasked Estep 
Score: -25400410.000000 Penalty: 6027.819336
	Iteration 31Q: 3 clusters Score -2.540041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 189175 members 
Entering Unmasked Estep 
Score: -25400406.000000 Penalty: 6027.819336
	Iteration 32Q: 3 clusters Score -2.540041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 189177 members 
Entering Unmasked Estep 
Score: -25400398.000000 Penalty: 6027.819336
	Iteration 33Q: 3 clusters Score -2.54004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 189179 members 
Entering Unmasked Estep 
Score: -25400396.000000 Penalty: 6027.819336
	Iteration 34Q: 3 clusters Score -2.54004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 189181 members 
Entering Unmasked Estep 
Score: -25400402.000000 Penalty: 6027.819336
	Iteration 35Q: 3 clusters Score -2.54004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 189181 members 
Entering Unmasked Estep 
Score: -25400396.000000 Penalty: 6027.819336
	Iteration 36Q: 3 clusters Score -2.54004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 189182 members 
Entering Unmasked Estep 
Score: -25400394.000000 Penalty: 6027.819336
	Iteration 37Q: 3 clusters Score -2.540039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 189182 members 
Entering Unmasked Estep 
Score: -25400394.000000 Penalty: 6027.819336
	Iteration 38F: 3 clusters Score -2.540039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55045 members 
Entering Unmasked Estep 
Score: -7354795.000000 Penalty: 2707.144775
	Iteration 0F: 2 clusters Score -7354795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -7317811.000000 Penalty: 5414.289551
	Iteration 0F: 3 clusters Score -7317811 nChanged 25719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -7332170.500000 Penalty: 5414.289551
	Iteration 1F: 3 clusters Score -7332170 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -7333025.000000 Penalty: 5414.289551
	Iteration 2Q: 3 clusters Score -7333025 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -7334262.500000 Penalty: 5414.289551
	Iteration 3Q: 3 clusters Score -7334262 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -7335989.500000 Penalty: 5414.289551
	Iteration 4F: 3 clusters Score -7335990 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -7338360.500000 Penalty: 5414.289551
	Iteration 5F: 3 clusters Score -7338360 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -7341552.500000 Penalty: 5414.289551
	Iteration 6F: 3 clusters Score -7341552 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -7345069.000000 Penalty: 5414.289551
	Iteration 7F: 3 clusters Score -7345069 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -7348401.000000 Penalty: 5414.289551
	Iteration 8F: 3 clusters Score -7348401 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -7350361.000000 Penalty: 5414.289551
	Iteration 9Q: 3 clusters Score -7350361 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -7351114.500000 Penalty: 5414.289551
	Iteration 10Q: 3 clusters Score -7351114 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -7351479.500000 Penalty: 5414.289551
	Iteration 11Q: 3 clusters Score -7351480 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -7351723.000000 Penalty: 5414.289551
	Iteration 12Q: 3 clusters Score -7351723 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -7351894.000000 Penalty: 5414.289551
	Iteration 13Q: 3 clusters Score -7351894 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -7352021.000000 Penalty: 5414.289551
	Iteration 14Q: 3 clusters Score -7352021 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 48059 members 
Entering Unmasked Estep 
Score: -7352146.500000 Penalty: 5414.289551
	Iteration 15Q: 3 clusters Score -7352146 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -7352215.500000 Penalty: 5414.289551
	Iteration 16Q: 3 clusters Score -7352216 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -7352317.500000 Penalty: 5414.289551
	Iteration 17Q: 3 clusters Score -7352318 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -7352416.500000 Penalty: 5414.289551
	Iteration 18Q: 3 clusters Score -7352416 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -7352485.500000 Penalty: 5414.289551
	Iteration 19Q: 3 clusters Score -7352486 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -7352545.000000 Penalty: 5414.289551
	Iteration 20F: 3 clusters Score -7352545 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -7352557.500000 Penalty: 5414.289551
	Iteration 21Q: 3 clusters Score -7352558 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -7352592.500000 Penalty: 5414.289551
	Iteration 22Q: 3 clusters Score -7352592 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 50063 members 
Entering Unmasked Estep 
Score: -7352634.000000 Penalty: 5414.289551
	Iteration 23Q: 3 clusters Score -7352634 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -7352692.000000 Penalty: 5414.289551
	Iteration 24Q: 3 clusters Score -7352692 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -7352736.000000 Penalty: 5414.289551
	Iteration 25Q: 3 clusters Score -7352736 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -7352726.000000 Penalty: 5414.289551
	Iteration 26Q: 3 clusters Score -7352726 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -7352771.000000 Penalty: 5414.289551
	Iteration 27Q: 3 clusters Score -7352771 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -7352780.500000 Penalty: 5414.289551
	Iteration 28Q: 3 clusters Score -7352780 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 50930 members 
Entering Unmasked Estep 
Score: -7352789.500000 Penalty: 5414.289551
	Iteration 29Q: 3 clusters Score -7352790 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 51040 members 
Entering Unmasked Estep 
Score: -7352822.500000 Penalty: 5414.289551
	Iteration 30Q: 3 clusters Score -7352822 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -7352818.000000 Penalty: 5414.289551
	Iteration 31Q: 3 clusters Score -7352818 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -7352854.000000 Penalty: 5414.289551
	Iteration 32Q: 3 clusters Score -7352854 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 51339 members 
Entering Unmasked Estep 
Score: -7352865.000000 Penalty: 5414.289551
	Iteration 33Q: 3 clusters Score -7352865 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -7352869.000000 Penalty: 5414.289551
	Iteration 34Q: 3 clusters Score -7352869 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -7352886.000000 Penalty: 5414.289551
	Iteration 35Q: 3 clusters Score -7352886 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -7352918.000000 Penalty: 5414.289551
	Iteration 36Q: 3 clusters Score -7352918 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -7352932.500000 Penalty: 5414.289551
	Iteration 37Q: 3 clusters Score -7352932 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 51752 members 
Entering Unmasked Estep 
Score: -7352941.500000 Penalty: 5414.289551
	Iteration 38Q: 3 clusters Score -7352942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -7352944.000000 Penalty: 5414.289551
	Iteration 39Q: 3 clusters Score -7352944 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -7352948.000000 Penalty: 5414.289551
	Iteration 40F: 3 clusters Score -7352948 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -7352946.000000 Penalty: 5414.289551
	Iteration 41Q: 3 clusters Score -7352946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 51948 members 
Entering Unmasked Estep 
Score: -7352965.500000 Penalty: 5414.289551
	Iteration 42Q: 3 clusters Score -7352966 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -7352959.000000 Penalty: 5414.289551
	Iteration 43Q: 3 clusters Score -7352959 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 52049 members 
Entering Unmasked Estep 
Score: -7352970.500000 Penalty: 5414.289551
	Iteration 44Q: 3 clusters Score -7352970 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -7352981.500000 Penalty: 5414.289551
	Iteration 45Q: 3 clusters Score -7352982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 52134 members 
Entering Unmasked Estep 
Score: -7352990.500000 Penalty: 5414.289551
	Iteration 46Q: 3 clusters Score -7352990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 52176 members 
Entering Unmasked Estep 
Score: -7353015.000000 Penalty: 5414.289551
	Iteration 47Q: 3 clusters Score -7353015 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -7353014.000000 Penalty: 5414.289551
	Iteration 48Q: 3 clusters Score -7353014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -7353022.500000 Penalty: 5414.289551
	Iteration 49Q: 3 clusters Score -7353022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -7353037.000000 Penalty: 5414.289551
	Iteration 50Q: 3 clusters Score -7353037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 52300 members 
Entering Unmasked Estep 
Score: -7353046.000000 Penalty: 5414.289551
	Iteration 51Q: 3 clusters Score -7353046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -7353068.000000 Penalty: 5414.289551
	Iteration 52Q: 3 clusters Score -7353068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 52361 members 
Entering Unmasked Estep 
Score: -7353053.000000 Penalty: 5414.289551
	Iteration 53Q: 3 clusters Score -7353053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 52389 members 
Entering Unmasked Estep 
Score: -7353058.500000 Penalty: 5414.289551
	Iteration 54Q: 3 clusters Score -7353058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 52423 members 
Entering Unmasked Estep 
Score: -7353061.000000 Penalty: 5414.289551
	Iteration 55Q: 3 clusters Score -7353061 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -7353069.000000 Penalty: 5414.289551
	Iteration 56Q: 3 clusters Score -7353069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 52470 members 
Entering Unmasked Estep 
Score: -7353069.500000 Penalty: 5414.289551
	Iteration 57Q: 3 clusters Score -7353070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 52500 members 
Entering Unmasked Estep 
Score: -7353071.500000 Penalty: 5414.289551
	Iteration 58Q: 3 clusters Score -7353072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 52524 members 
Entering Unmasked Estep 
Score: -7353071.500000 Penalty: 5414.289551
	Iteration 59Q: 3 clusters Score -7353072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -7353074.000000 Penalty: 5414.289551
	Iteration 60F: 3 clusters Score -7353074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 52563 members 
Entering Unmasked Estep 
Score: -7353084.000000 Penalty: 5414.289551
	Iteration 61Q: 3 clusters Score -7353084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -7353095.000000 Penalty: 5414.289551
	Iteration 62Q: 3 clusters Score -7353095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 52597 members 
Entering Unmasked Estep 
Score: -7353092.500000 Penalty: 5414.289551
	Iteration 63Q: 3 clusters Score -7353092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -7353086.000000 Penalty: 5414.289551
	Iteration 64Q: 3 clusters Score -7353086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 52625 members 
Entering Unmasked Estep 
Score: -7353097.000000 Penalty: 5414.289551
	Iteration 65Q: 3 clusters Score -7353097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -7353092.500000 Penalty: 5414.289551
	Iteration 66Q: 3 clusters Score -7353092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -7353101.000000 Penalty: 5414.289551
	Iteration 67Q: 3 clusters Score -7353101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -7353100.000000 Penalty: 5414.289551
	Iteration 68Q: 3 clusters Score -7353100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 52664 members 
Entering Unmasked Estep 
Score: -7353108.000000 Penalty: 5414.289551
	Iteration 69Q: 3 clusters Score -7353108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 52674 members 
Entering Unmasked Estep 
Score: -7353115.000000 Penalty: 5414.289551
	Iteration 70Q: 3 clusters Score -7353115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 52685 members 
Entering Unmasked Estep 
Score: -7353119.500000 Penalty: 5414.289551
	Iteration 71Q: 3 clusters Score -7353120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 52691 members 
Entering Unmasked Estep 
Score: -7353124.000000 Penalty: 5414.289551
	Iteration 72Q: 3 clusters Score -7353124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -7353123.500000 Penalty: 5414.289551
	Iteration 73Q: 3 clusters Score -7353124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -7353123.500000 Penalty: 5414.289551
	Iteration 74F: 3 clusters Score -7353124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -91361.367188 Penalty: 1627.135620
	Iteration 0F: 2 clusters Score -91361.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -89635.601562 Penalty: 3254.271240
	Iteration 0F: 3 clusters Score -89635.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -89816.937500 Penalty: 3254.271240
	Iteration 1F: 3 clusters Score -89816.94 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -89898.062500 Penalty: 3254.271240
	Iteration 2F: 3 clusters Score -89898.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -89922.578125 Penalty: 3254.271240
	Iteration 3Q: 3 clusters Score -89922.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -89931.953125 Penalty: 3254.271240
	Iteration 4Q: 3 clusters Score -89931.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -89940.921875 Penalty: 3254.271240
	Iteration 5Q: 3 clusters Score -89940.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -89944.242188 Penalty: 3254.271240
	Iteration 6Q: 3 clusters Score -89944.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -89950.445312 Penalty: 3254.271240
	Iteration 7Q: 3 clusters Score -89950.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -89953.546875 Penalty: 3254.271240
	Iteration 8Q: 3 clusters Score -89953.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -89959.117188 Penalty: 3254.271240
	Iteration 9Q: 3 clusters Score -89959.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -89963.453125 Penalty: 3254.271240
	Iteration 10Q: 3 clusters Score -89963.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -89965.179688 Penalty: 3254.271240
	Iteration 11Q: 3 clusters Score -89965.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -89969.304688 Penalty: 3254.271240
	Iteration 12Q: 3 clusters Score -89969.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -89969.304688 Penalty: 3254.271240
	Iteration 13F: 3 clusters Score -89969.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (100144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100144 members 
Entering Unmasked Estep 
Score: -12964592.000000 Penalty: 2855.562256
	Iteration 0F: 2 clusters Score -1.296459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -12897753.000000 Penalty: 5711.124512
	Iteration 0F: 3 clusters Score -1.289775e+07 nChanged 47229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57143 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -12925311.000000 Penalty: 5711.124512
	Iteration 1F: 3 clusters Score -1.292531e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -12927750.000000 Penalty: 5711.124512
	Iteration 2F: 3 clusters Score -1.292775e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68295 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -12932364.000000 Penalty: 5711.124512
	Iteration 3F: 3 clusters Score -1.293236e+07 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76971 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -12940256.000000 Penalty: 5711.124512
	Iteration 4F: 3 clusters Score -1.294026e+07 nChanged 9211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85934 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -12949559.000000 Penalty: 5711.124512
	Iteration 5F: 3 clusters Score -1.294956e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92502 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -12956428.000000 Penalty: 5711.124512
	Iteration 6F: 3 clusters Score -1.295643e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96133 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -12959916.000000 Penalty: 5711.124512
	Iteration 7Q: 3 clusters Score -1.295992e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97816 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -12961407.000000 Penalty: 5711.124512
	Iteration 8Q: 3 clusters Score -1.296141e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98592 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -12962065.000000 Penalty: 5711.124512
	Iteration 9Q: 3 clusters Score -1.296206e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98939 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -12962321.000000 Penalty: 5711.124512
	Iteration 10Q: 3 clusters Score -1.296232e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99114 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -12962408.000000 Penalty: 5711.124512
	Iteration 11Q: 3 clusters Score -1.296241e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99215 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -12962489.000000 Penalty: 5711.124512
	Iteration 12Q: 3 clusters Score -1.296249e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99265 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -12962547.000000 Penalty: 5711.124512
	Iteration 13Q: 3 clusters Score -1.296255e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99305 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -12962567.000000 Penalty: 5711.124512
	Iteration 14Q: 3 clusters Score -1.296257e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99327 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -12962598.000000 Penalty: 5711.124512
	Iteration 15Q: 3 clusters Score -1.29626e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99348 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -12962622.000000 Penalty: 5711.124512
	Iteration 16Q: 3 clusters Score -1.296262e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99362 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -12962626.000000 Penalty: 5711.124512
	Iteration 17Q: 3 clusters Score -1.296263e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99377 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -12962637.000000 Penalty: 5711.124512
	Iteration 18Q: 3 clusters Score -1.296264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99385 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -12962644.000000 Penalty: 5711.124512
	Iteration 19Q: 3 clusters Score -1.296264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99389 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -12962653.000000 Penalty: 5711.124512
	Iteration 20F: 3 clusters Score -1.296265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99395 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -12962658.000000 Penalty: 5711.124512
	Iteration 21Q: 3 clusters Score -1.296266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99396 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -12962667.000000 Penalty: 5711.124512
	Iteration 22Q: 3 clusters Score -1.296267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99395 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -12962661.000000 Penalty: 5711.124512
	Iteration 23Q: 3 clusters Score -1.296266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99395 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -12962661.000000 Penalty: 5711.124512
	Iteration 24F: 3 clusters Score -1.296266e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Entering Unmasked Estep 
Score: -1124778.125000 Penalty: 2253.810791
	Iteration 0F: 2 clusters Score -1124778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1117793.375000 Penalty: 4507.621582
	Iteration 0F: 3 clusters Score -1117793 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1119738.750000 Penalty: 4507.621582
	Iteration 1F: 3 clusters Score -1119739 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1120004.875000 Penalty: 4507.621582
	Iteration 2F: 3 clusters Score -1120005 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1120325.125000 Penalty: 4507.621582
	Iteration 3F: 3 clusters Score -1120325 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1120877.750000 Penalty: 4507.621582
	Iteration 4F: 3 clusters Score -1120878 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1121616.375000 Penalty: 4507.621582
	Iteration 5F: 3 clusters Score -1121616 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1122382.125000 Penalty: 4507.621582
	Iteration 6F: 3 clusters Score -1122382 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1122898.250000 Penalty: 4507.621582
	Iteration 7F: 3 clusters Score -1122898 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1123205.125000 Penalty: 4507.621582
	Iteration 8Q: 3 clusters Score -1123205 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1123357.375000 Penalty: 4507.621582
	Iteration 9Q: 3 clusters Score -1123357 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1123434.625000 Penalty: 4507.621582
	Iteration 10Q: 3 clusters Score -1123435 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1123493.375000 Penalty: 4507.621582
	Iteration 11Q: 3 clusters Score -1123493 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1123531.375000 Penalty: 4507.621582
	Iteration 12Q: 3 clusters Score -1123531 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1123556.750000 Penalty: 4507.621582
	Iteration 13Q: 3 clusters Score -1123557 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1123575.250000 Penalty: 4507.621582
	Iteration 14Q: 3 clusters Score -1123575 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1123584.375000 Penalty: 4507.621582
	Iteration 15Q: 3 clusters Score -1123584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1123592.500000 Penalty: 4507.621582
	Iteration 16Q: 3 clusters Score -1123592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1123603.875000 Penalty: 4507.621582
	Iteration 17Q: 3 clusters Score -1123604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1123621.125000 Penalty: 4507.621582
	Iteration 18Q: 3 clusters Score -1123621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1123632.625000 Penalty: 4507.621582
	Iteration 19Q: 3 clusters Score -1123633 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1123642.500000 Penalty: 4507.621582
	Iteration 20F: 3 clusters Score -1123642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1123654.250000 Penalty: 4507.621582
	Iteration 21Q: 3 clusters Score -1123654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1123661.875000 Penalty: 4507.621582
	Iteration 22Q: 3 clusters Score -1123662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1123664.750000 Penalty: 4507.621582
	Iteration 23Q: 3 clusters Score -1123665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1123669.125000 Penalty: 4507.621582
	Iteration 24Q: 3 clusters Score -1123669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1123673.125000 Penalty: 4507.621582
	Iteration 25Q: 3 clusters Score -1123673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1123674.375000 Penalty: 4507.621582
	Iteration 26Q: 3 clusters Score -1123674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1123675.500000 Penalty: 4507.621582
	Iteration 27Q: 3 clusters Score -1123676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1123675.375000 Penalty: 4507.621582
	Iteration 28Q: 3 clusters Score -1123675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1123678.000000 Penalty: 4507.621582
	Iteration 29Q: 3 clusters Score -1123678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1123677.250000 Penalty: 4507.621582
	Iteration 30Q: 3 clusters Score -1123677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1123678.375000 Penalty: 4507.621582
	Iteration 31Q: 3 clusters Score -1123678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1123678.375000 Penalty: 4507.621582
	Iteration 32F: 3 clusters Score -1123678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -32427.947266 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -32427.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31264.554688 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -31264.55 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31670.175781 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -31670.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32151.511719 Penalty: 2873.334717
	Iteration 2F: 3 clusters Score -32151.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32430.296875 Penalty: 2873.334717
	Iteration 3F: 3 clusters Score -32430.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32574.138672 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -32574.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32636.800781 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -32636.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32800.554688 Penalty: 2873.334717
	Iteration 6Q: 3 clusters Score -32800.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32800.554688 Penalty: 2873.334717
	Iteration 7F: 3 clusters Score -32800.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61603 members 
Mstep: Class 3 contains 189636 members 
Mstep: Class 4 contains 55045 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100144 members 
Mstep: Class 7 contains 8848 members 
Mstep: Class 8 contains 165 members 
Mstep: Class 9 contains 113938 members 
Mstep: Class 10 contains 178243 members 
Mstep: Class 11 contains 6108 members 
Mstep: Class 12 contains 11896 members 
Mstep: Class 13 contains 169307 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51489 members 
Mstep: Class 17 contains 74262 members 
Mstep: Class 18 contains 172743 members 
Mstep: Class 19 contains 177557 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2537 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 163 members 
Entering Unmasked Estep 
Score: -180412096.000000 Penalty: 87655.367188
Splitting cluster 8 changes total score from -180413440.000000 to -180412096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (113938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113938 members 
Entering Unmasked Estep 
Score: -15314025.000000 Penalty: 2887.565674
	Iteration 0F: 2 clusters Score -1.531402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 56776 members 
Entering Unmasked Estep 
Score: -15238082.000000 Penalty: 5775.131348
	Iteration 0F: 3 clusters Score -1.523808e+07 nChanged 54082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59690 members 
Mstep: Class 2 contains 54248 members 
Entering Unmasked Estep 
Score: -15269299.000000 Penalty: 5775.131348
	Iteration 1F: 3 clusters Score -1.52693e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61154 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -15270244.000000 Penalty: 5775.131348
	Iteration 2Q: 3 clusters Score -1.527024e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63396 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -15271621.000000 Penalty: 5775.131348
	Iteration 3Q: 3 clusters Score -1.527162e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66488 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -15273728.000000 Penalty: 5775.131348
	Iteration 4Q: 3 clusters Score -1.527373e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70892 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -15276594.000000 Penalty: 5775.131348
	Iteration 5Q: 3 clusters Score -1.527659e+07 nChanged 6414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76646 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -15280976.000000 Penalty: 5775.131348
	Iteration 6F: 3 clusters Score -1.528098e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83698 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -15286904.000000 Penalty: 5775.131348
	Iteration 7F: 3 clusters Score -1.52869e+07 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91113 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -15293546.000000 Penalty: 5775.131348
	Iteration 8F: 3 clusters Score -1.529355e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97872 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -15299687.000000 Penalty: 5775.131348
	Iteration 9F: 3 clusters Score -1.529969e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102966 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -15304263.000000 Penalty: 5775.131348
	Iteration 10Q: 3 clusters Score -1.530426e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106521 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -15307155.000000 Penalty: 5775.131348
	Iteration 11Q: 3 clusters Score -1.530716e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108902 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -15308928.000000 Penalty: 5775.131348
	Iteration 12Q: 3 clusters Score -1.530893e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110441 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -15310016.000000 Penalty: 5775.131348
	Iteration 13Q: 3 clusters Score -1.531002e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111459 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -15310712.000000 Penalty: 5775.131348
	Iteration 14Q: 3 clusters Score -1.531071e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112150 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -15311198.000000 Penalty: 5775.131348
	Iteration 15Q: 3 clusters Score -1.53112e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112573 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -15311493.000000 Penalty: 5775.131348
	Iteration 16Q: 3 clusters Score -1.531149e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112863 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -15311767.000000 Penalty: 5775.131348
	Iteration 17Q: 3 clusters Score -1.531177e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113078 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -15311944.000000 Penalty: 5775.131348
	Iteration 18Q: 3 clusters Score -1.531194e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113210 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -15312079.000000 Penalty: 5775.131348
	Iteration 19Q: 3 clusters Score -1.531208e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113307 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -15312182.000000 Penalty: 5775.131348
	Iteration 20F: 3 clusters Score -1.531218e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113377 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -15312297.000000 Penalty: 5775.131348
	Iteration 21Q: 3 clusters Score -1.53123e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113443 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -15312397.000000 Penalty: 5775.131348
	Iteration 22Q: 3 clusters Score -1.53124e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113488 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -15312483.000000 Penalty: 5775.131348
	Iteration 23Q: 3 clusters Score -1.531248e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113521 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -15312546.000000 Penalty: 5775.131348
	Iteration 24Q: 3 clusters Score -1.531255e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113546 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -15312591.000000 Penalty: 5775.131348
	Iteration 25Q: 3 clusters Score -1.531259e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113565 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -15312612.000000 Penalty: 5775.131348
	Iteration 26Q: 3 clusters Score -1.531261e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113577 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -15312628.000000 Penalty: 5775.131348
	Iteration 27Q: 3 clusters Score -1.531263e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113583 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -15312629.000000 Penalty: 5775.131348
	Iteration 28Q: 3 clusters Score -1.531263e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113594 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -15312636.000000 Penalty: 5775.131348
	Iteration 29Q: 3 clusters Score -1.531264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113600 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -15312624.000000 Penalty: 5775.131348
	Iteration 30Q: 3 clusters Score -1.531262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113603 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -15312641.000000 Penalty: 5775.131348
	Iteration 31Q: 3 clusters Score -1.531264e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113605 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -15312637.000000 Penalty: 5775.131348
	Iteration 32Q: 3 clusters Score -1.531264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113608 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -15312622.000000 Penalty: 5775.131348
	Iteration 33Q: 3 clusters Score -1.531262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113612 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -15312622.000000 Penalty: 5775.131348
	Iteration 34Q: 3 clusters Score -1.531262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113613 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -15312626.000000 Penalty: 5775.131348
	Iteration 35Q: 3 clusters Score -1.531263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113613 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -15312666.000000 Penalty: 5775.131348
	Iteration 36F: 3 clusters Score -1.531267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113601 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -15312720.000000 Penalty: 5775.131348
	Iteration 37Q: 3 clusters Score -1.531272e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113602 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -15312740.000000 Penalty: 5775.131348
	Iteration 38Q: 3 clusters Score -1.531274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113609 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -15312748.000000 Penalty: 5775.131348
	Iteration 39Q: 3 clusters Score -1.531275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113616 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -15312743.000000 Penalty: 5775.131348
	Iteration 40F: 3 clusters Score -1.531274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113622 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -15312743.000000 Penalty: 5775.131348
	Iteration 41Q: 3 clusters Score -1.531274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113625 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -15312750.000000 Penalty: 5775.131348
	Iteration 42Q: 3 clusters Score -1.531275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113625 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -15312750.000000 Penalty: 5775.131348
	Iteration 43F: 3 clusters Score -1.531275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (178243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178243 members 
Entering Unmasked Estep 
Score: -23704288.000000 Penalty: 2998.543945
	Iteration 0F: 2 clusters Score -2.370429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89316 members 
Mstep: Class 2 contains 88927 members 
Entering Unmasked Estep 
Score: -23589318.000000 Penalty: 5997.087891
	Iteration 0F: 3 clusters Score -2.358932e+07 nChanged 85396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92626 members 
Mstep: Class 2 contains 85617 members 
Entering Unmasked Estep 
Score: -23638412.000000 Penalty: 5997.087891
	Iteration 1F: 3 clusters Score -2.363841e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95102 members 
Mstep: Class 2 contains 83141 members 
Entering Unmasked Estep 
Score: -23639720.000000 Penalty: 5997.087891
	Iteration 2Q: 3 clusters Score -2.363972e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98920 members 
Mstep: Class 2 contains 79323 members 
Entering Unmasked Estep 
Score: -23641356.000000 Penalty: 5997.087891
	Iteration 3Q: 3 clusters Score -2.364136e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104746 members 
Mstep: Class 2 contains 73497 members 
Entering Unmasked Estep 
Score: -23644182.000000 Penalty: 5997.087891
	Iteration 4Q: 3 clusters Score -2.364418e+07 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113249 members 
Mstep: Class 2 contains 64994 members 
Entering Unmasked Estep 
Score: -23648938.000000 Penalty: 5997.087891
	Iteration 5F: 3 clusters Score -2.364894e+07 nChanged 12169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124930 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -23656984.000000 Penalty: 5997.087891
	Iteration 6F: 3 clusters Score -2.365698e+07 nChanged 14777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139477 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -23669250.000000 Penalty: 5997.087891
	Iteration 7F: 3 clusters Score -2.366925e+07 nChanged 14837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154228 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -23682916.000000 Penalty: 5997.087891
	Iteration 8F: 3 clusters Score -2.368292e+07 nChanged 11831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166029 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -23693626.000000 Penalty: 5997.087891
	Iteration 9F: 3 clusters Score -2.369363e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172981 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -23698824.000000 Penalty: 5997.087891
	Iteration 10Q: 3 clusters Score -2.369882e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176095 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -23700736.000000 Penalty: 5997.087891
	Iteration 11Q: 3 clusters Score -2.370074e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177261 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -23701396.000000 Penalty: 5997.087891
	Iteration 12Q: 3 clusters Score -2.37014e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177652 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -23701556.000000 Penalty: 5997.087891
	Iteration 13Q: 3 clusters Score -2.370156e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177773 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -23701660.000000 Penalty: 5997.087891
	Iteration 14Q: 3 clusters Score -2.370166e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177831 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -23701712.000000 Penalty: 5997.087891
	Iteration 15Q: 3 clusters Score -2.370171e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177872 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -23701726.000000 Penalty: 5997.087891
	Iteration 16Q: 3 clusters Score -2.370173e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177891 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -23701752.000000 Penalty: 5997.087891
	Iteration 17Q: 3 clusters Score -2.370175e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177903 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -23701766.000000 Penalty: 5997.087891
	Iteration 18Q: 3 clusters Score -2.370177e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177906 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -23701792.000000 Penalty: 5997.087891
	Iteration 19Q: 3 clusters Score -2.370179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177917 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -23701782.000000 Penalty: 5997.087891
	Iteration 20F: 3 clusters Score -2.370178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177924 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -23701790.000000 Penalty: 5997.087891
	Iteration 21Q: 3 clusters Score -2.370179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177927 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -23701790.000000 Penalty: 5997.087891
	Iteration 22Q: 3 clusters Score -2.370179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177928 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -23701798.000000 Penalty: 5997.087891
	Iteration 23Q: 3 clusters Score -2.37018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177928 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -23701794.000000 Penalty: 5997.087891
	Iteration 24Q: 3 clusters Score -2.370179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177927 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -23701788.000000 Penalty: 5997.087891
	Iteration 25Q: 3 clusters Score -2.370179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177926 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -23701796.000000 Penalty: 5997.087891
	Iteration 26Q: 3 clusters Score -2.37018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177925 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -23701798.000000 Penalty: 5997.087891
	Iteration 27Q: 3 clusters Score -2.37018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177925 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -23701798.000000 Penalty: 5997.087891
	Iteration 28F: 3 clusters Score -2.37018e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Entering Unmasked Estep 
Score: -812378.125000 Penalty: 2161.904053
	Iteration 0F: 2 clusters Score -812378.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -807153.625000 Penalty: 4323.808105
	Iteration 0F: 3 clusters Score -807153.6 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -808479.312500 Penalty: 4323.808105
	Iteration 1F: 3 clusters Score -808479.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -808767.312500 Penalty: 4323.808105
	Iteration 2F: 3 clusters Score -808767.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -808987.312500 Penalty: 4323.808105
	Iteration 3F: 3 clusters Score -808987.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -809147.937500 Penalty: 4323.808105
	Iteration 4Q: 3 clusters Score -809147.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -809305.437500 Penalty: 4323.808105
	Iteration 5Q: 3 clusters Score -809305.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -809438.375000 Penalty: 4323.808105
	Iteration 6Q: 3 clusters Score -809438.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -809565.062500 Penalty: 4323.808105
	Iteration 7Q: 3 clusters Score -809565.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -809698.875000 Penalty: 4323.808105
	Iteration 8Q: 3 clusters Score -809698.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -809814.750000 Penalty: 4323.808105
	Iteration 9Q: 3 clusters Score -809814.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -809937.812500 Penalty: 4323.808105
	Iteration 10Q: 3 clusters Score -809937.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -810061.812500 Penalty: 4323.808105
	Iteration 11Q: 3 clusters Score -810061.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -810184.125000 Penalty: 4323.808105
	Iteration 12Q: 3 clusters Score -810184.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -810301.625000 Penalty: 4323.808105
	Iteration 13Q: 3 clusters Score -810301.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -810419.000000 Penalty: 4323.808105
	Iteration 14Q: 3 clusters Score -810419 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -810512.125000 Penalty: 4323.808105
	Iteration 15Q: 3 clusters Score -810512.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -810591.250000 Penalty: 4323.808105
	Iteration 16Q: 3 clusters Score -810591.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -810648.187500 Penalty: 4323.808105
	Iteration 17Q: 3 clusters Score -810648.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -810693.750000 Penalty: 4323.808105
	Iteration 18Q: 3 clusters Score -810693.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -810727.500000 Penalty: 4323.808105
	Iteration 19Q: 3 clusters Score -810727.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -810753.375000 Penalty: 4323.808105
	Iteration 20F: 3 clusters Score -810753.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -810765.750000 Penalty: 4323.808105
	Iteration 21Q: 3 clusters Score -810765.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -810776.875000 Penalty: 4323.808105
	Iteration 22Q: 3 clusters Score -810776.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -810780.375000 Penalty: 4323.808105
	Iteration 23Q: 3 clusters Score -810780.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -810786.875000 Penalty: 4323.808105
	Iteration 24Q: 3 clusters Score -810786.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -810790.500000 Penalty: 4323.808105
	Iteration 25Q: 3 clusters Score -810790.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -810793.937500 Penalty: 4323.808105
	Iteration 26Q: 3 clusters Score -810793.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -810797.937500 Penalty: 4323.808105
	Iteration 27Q: 3 clusters Score -810797.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -810797.500000 Penalty: 4323.808105
	Iteration 28Q: 3 clusters Score -810797.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -810797.437500 Penalty: 4323.808105
	Iteration 29Q: 3 clusters Score -810797.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -810798.312500 Penalty: 4323.808105
	Iteration 30Q: 3 clusters Score -810798.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -810799.500000 Penalty: 4323.808105
	Iteration 31Q: 3 clusters Score -810799.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -810800.625000 Penalty: 4323.808105
	Iteration 32Q: 3 clusters Score -810800.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -810801.312500 Penalty: 4323.808105
	Iteration 33Q: 3 clusters Score -810801.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -810801.562500 Penalty: 4323.808105
	Iteration 34Q: 3 clusters Score -810801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -810802.937500 Penalty: 4323.808105
	Iteration 35Q: 3 clusters Score -810802.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -810802.937500 Penalty: 4323.808105
	Iteration 36F: 3 clusters Score -810802.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Entering Unmasked Estep 
Score: -1586151.250000 Penalty: 2327.221436
	Iteration 0F: 2 clusters Score -1586151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1577237.000000 Penalty: 4654.442871
	Iteration 0F: 3 clusters Score -1577237 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1579998.125000 Penalty: 4654.442871
	Iteration 1F: 3 clusters Score -1579998 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1580342.750000 Penalty: 4654.442871
	Iteration 2F: 3 clusters Score -1580343 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1580583.125000 Penalty: 4654.442871
	Iteration 3F: 3 clusters Score -1580583 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1580771.500000 Penalty: 4654.442871
	Iteration 4Q: 3 clusters Score -1580772 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1580941.750000 Penalty: 4654.442871
	Iteration 5Q: 3 clusters Score -1580942 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1581102.500000 Penalty: 4654.442871
	Iteration 6Q: 3 clusters Score -1581102 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1581316.125000 Penalty: 4654.442871
	Iteration 7Q: 3 clusters Score -1581316 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1581564.625000 Penalty: 4654.442871
	Iteration 8Q: 3 clusters Score -1581565 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1581848.750000 Penalty: 4654.442871
	Iteration 9Q: 3 clusters Score -1581849 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1582157.875000 Penalty: 4654.442871
	Iteration 10Q: 3 clusters Score -1582158 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1582462.625000 Penalty: 4654.442871
	Iteration 11Q: 3 clusters Score -1582463 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1582727.625000 Penalty: 4654.442871
	Iteration 12Q: 3 clusters Score -1582728 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1582964.500000 Penalty: 4654.442871
	Iteration 13Q: 3 clusters Score -1582964 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1583145.250000 Penalty: 4654.442871
	Iteration 14Q: 3 clusters Score -1583145 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1583299.125000 Penalty: 4654.442871
	Iteration 15Q: 3 clusters Score -1583299 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1583437.875000 Penalty: 4654.442871
	Iteration 16Q: 3 clusters Score -1583438 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1583555.375000 Penalty: 4654.442871
	Iteration 17Q: 3 clusters Score -1583555 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1583647.750000 Penalty: 4654.442871
	Iteration 18Q: 3 clusters Score -1583648 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1583725.875000 Penalty: 4654.442871
	Iteration 19Q: 3 clusters Score -1583726 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1583793.500000 Penalty: 4654.442871
	Iteration 20F: 3 clusters Score -1583794 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1583871.250000 Penalty: 4654.442871
	Iteration 21Q: 3 clusters Score -1583871 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1583949.375000 Penalty: 4654.442871
	Iteration 22Q: 3 clusters Score -1583949 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1584033.625000 Penalty: 4654.442871
	Iteration 23Q: 3 clusters Score -1584034 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1584107.625000 Penalty: 4654.442871
	Iteration 24Q: 3 clusters Score -1584108 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1584193.125000 Penalty: 4654.442871
	Iteration 25Q: 3 clusters Score -1584193 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1584295.500000 Penalty: 4654.442871
	Iteration 26Q: 3 clusters Score -1584296 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1584403.375000 Penalty: 4654.442871
	Iteration 27Q: 3 clusters Score -1584403 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1584518.750000 Penalty: 4654.442871
	Iteration 28Q: 3 clusters Score -1584519 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1584611.000000 Penalty: 4654.442871
	Iteration 29Q: 3 clusters Score -1584611 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1584669.875000 Penalty: 4654.442871
	Iteration 30Q: 3 clusters Score -1584670 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1584713.875000 Penalty: 4654.442871
	Iteration 31Q: 3 clusters Score -1584714 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1584750.625000 Penalty: 4654.442871
	Iteration 32Q: 3 clusters Score -1584751 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1584772.875000 Penalty: 4654.442871
	Iteration 33Q: 3 clusters Score -1584773 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1584794.500000 Penalty: 4654.442871
	Iteration 34Q: 3 clusters Score -1584794 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1584810.125000 Penalty: 4654.442871
	Iteration 35Q: 3 clusters Score -1584810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1584818.625000 Penalty: 4654.442871
	Iteration 36Q: 3 clusters Score -1584819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1584833.250000 Penalty: 4654.442871
	Iteration 37Q: 3 clusters Score -1584833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1584834.250000 Penalty: 4654.442871
	Iteration 38Q: 3 clusters Score -1584834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1584841.375000 Penalty: 4654.442871
	Iteration 39Q: 3 clusters Score -1584841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1584849.375000 Penalty: 4654.442871
	Iteration 40F: 3 clusters Score -1584849 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1584855.250000 Penalty: 4654.442871
	Iteration 41Q: 3 clusters Score -1584855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1584858.000000 Penalty: 4654.442871
	Iteration 42Q: 3 clusters Score -1584858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1584858.000000 Penalty: 4654.442871
	Iteration 43Q: 3 clusters Score -1584858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1584860.875000 Penalty: 4654.442871
	Iteration 44Q: 3 clusters Score -1584861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1584860.750000 Penalty: 4654.442871
	Iteration 45Q: 3 clusters Score -1584861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1584863.625000 Penalty: 4654.442871
	Iteration 46Q: 3 clusters Score -1584864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1584868.000000 Penalty: 4654.442871
	Iteration 47Q: 3 clusters Score -1584868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1584866.750000 Penalty: 4654.442871
	Iteration 48Q: 3 clusters Score -1584867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1584869.875000 Penalty: 4654.442871
	Iteration 49Q: 3 clusters Score -1584870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1584870.750000 Penalty: 4654.442871
	Iteration 50Q: 3 clusters Score -1584871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1584871.250000 Penalty: 4654.442871
	Iteration 51Q: 3 clusters Score -1584871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1584873.625000 Penalty: 4654.442871
	Iteration 52Q: 3 clusters Score -1584874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1584875.125000 Penalty: 4654.442871
	Iteration 53Q: 3 clusters Score -1584875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1584876.125000 Penalty: 4654.442871
	Iteration 54Q: 3 clusters Score -1584876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1584874.000000 Penalty: 4654.442871
	Iteration 55Q: 3 clusters Score -1584874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1584875.500000 Penalty: 4654.442871
	Iteration 56Q: 3 clusters Score -1584876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1584877.000000 Penalty: 4654.442871
	Iteration 57Q: 3 clusters Score -1584877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1584877.750000 Penalty: 4654.442871
	Iteration 58Q: 3 clusters Score -1584878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1584878.500000 Penalty: 4654.442871
	Iteration 59Q: 3 clusters Score -1584878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1584878.625000 Penalty: 4654.442871
	Iteration 60F: 3 clusters Score -1584879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (169307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169307 members 
Entering Unmasked Estep 
Score: -22632930.000000 Penalty: 2985.788330
	Iteration 0F: 2 clusters Score -2.263293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84347 members 
Mstep: Class 2 contains 84960 members 
Entering Unmasked Estep 
Score: -22526044.000000 Penalty: 5971.576660
	Iteration 0F: 3 clusters Score -2.252604e+07 nChanged 81153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79200 members 
Mstep: Class 2 contains 90107 members 
Entering Unmasked Estep 
Score: -22573418.000000 Penalty: 5971.576660
	Iteration 1F: 3 clusters Score -2.257342e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75881 members 
Mstep: Class 2 contains 93426 members 
Entering Unmasked Estep 
Score: -22574948.000000 Penalty: 5971.576660
	Iteration 2Q: 3 clusters Score -2.257495e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70776 members 
Mstep: Class 2 contains 98531 members 
Entering Unmasked Estep 
Score: -22577372.000000 Penalty: 5971.576660
	Iteration 3Q: 3 clusters Score -2.257737e+07 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 105756 members 
Entering Unmasked Estep 
Score: -22581144.000000 Penalty: 5971.576660
	Iteration 4F: 3 clusters Score -2.258114e+07 nChanged 10711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 115185 members 
Entering Unmasked Estep 
Score: -22587262.000000 Penalty: 5971.576660
	Iteration 5F: 3 clusters Score -2.258726e+07 nChanged 12322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 126593 members 
Entering Unmasked Estep 
Score: -22596198.000000 Penalty: 5971.576660
	Iteration 6F: 3 clusters Score -2.25962e+07 nChanged 12717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 138746 members 
Entering Unmasked Estep 
Score: -22606692.000000 Penalty: 5971.576660
	Iteration 7F: 3 clusters Score -2.260669e+07 nChanged 11437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 149853 members 
Entering Unmasked Estep 
Score: -22618264.000000 Penalty: 5971.576660
	Iteration 8F: 3 clusters Score -2.261826e+07 nChanged 9329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 159098 members 
Entering Unmasked Estep 
Score: -22627022.000000 Penalty: 5971.576660
	Iteration 9F: 3 clusters Score -2.262702e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 165024 members 
Entering Unmasked Estep 
Score: -22630082.000000 Penalty: 5971.576660
	Iteration 10Q: 3 clusters Score -2.263008e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 167654 members 
Entering Unmasked Estep 
Score: -22630644.000000 Penalty: 5971.576660
	Iteration 11Q: 3 clusters Score -2.263064e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 168537 members 
Entering Unmasked Estep 
Score: -22630546.000000 Penalty: 5971.576660
	Iteration 12Q: 3 clusters Score -2.263055e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 168817 members 
Entering Unmasked Estep 
Score: -22630530.000000 Penalty: 5971.576660
	Iteration 13Q: 3 clusters Score -2.263053e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 168912 members 
Entering Unmasked Estep 
Score: -22630564.000000 Penalty: 5971.576660
	Iteration 14Q: 3 clusters Score -2.263056e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 168954 members 
Entering Unmasked Estep 
Score: -22630552.000000 Penalty: 5971.576660
	Iteration 15Q: 3 clusters Score -2.263055e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 168980 members 
Entering Unmasked Estep 
Score: -22630556.000000 Penalty: 5971.576660
	Iteration 16Q: 3 clusters Score -2.263056e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 168992 members 
Entering Unmasked Estep 
Score: -22630548.000000 Penalty: 5971.576660
	Iteration 17Q: 3 clusters Score -2.263055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 168994 members 
Entering Unmasked Estep 
Score: -22630568.000000 Penalty: 5971.576660
	Iteration 18Q: 3 clusters Score -2.263057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 168993 members 
Entering Unmasked Estep 
Score: -22630570.000000 Penalty: 5971.576660
	Iteration 19Q: 3 clusters Score -2.263057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 168996 members 
Entering Unmasked Estep 
Score: -22630566.000000 Penalty: 5971.576660
	Iteration 20F: 3 clusters Score -2.263057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 169002 members 
Entering Unmasked Estep 
Score: -22630606.000000 Penalty: 5971.576660
	Iteration 21Q: 3 clusters Score -2.263061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 169008 members 
Entering Unmasked Estep 
Score: -22630600.000000 Penalty: 5971.576660
	Iteration 22Q: 3 clusters Score -2.26306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 169014 members 
Entering Unmasked Estep 
Score: -22630590.000000 Penalty: 5971.576660
	Iteration 23Q: 3 clusters Score -2.263059e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 169014 members 
Entering Unmasked Estep 
Score: -22630602.000000 Penalty: 5971.576660
	Iteration 24Q: 3 clusters Score -2.26306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 169016 members 
Entering Unmasked Estep 
Score: -22630598.000000 Penalty: 5971.576660
	Iteration 25Q: 3 clusters Score -2.26306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 169023 members 
Entering Unmasked Estep 
Score: -22630596.000000 Penalty: 5971.576660
	Iteration 26Q: 3 clusters Score -2.26306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 169025 members 
Entering Unmasked Estep 
Score: -22630592.000000 Penalty: 5971.576660
	Iteration 27Q: 3 clusters Score -2.263059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 169025 members 
Entering Unmasked Estep 
Score: -22630592.000000 Penalty: 5971.576660
	Iteration 28Q: 3 clusters Score -2.263059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 169023 members 
Entering Unmasked Estep 
Score: -22630576.000000 Penalty: 5971.576660
	Iteration 29Q: 3 clusters Score -2.263058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 169024 members 
Entering Unmasked Estep 
Score: -22630566.000000 Penalty: 5971.576660
	Iteration 30Q: 3 clusters Score -2.263057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 169023 members 
Entering Unmasked Estep 
Score: -22630576.000000 Penalty: 5971.576660
	Iteration 31Q: 3 clusters Score -2.263058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 169023 members 
Entering Unmasked Estep 
Score: -22630576.000000 Penalty: 5971.576660
	Iteration 32F: 3 clusters Score -2.263058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -91993.265625 Penalty: 1641.447266
	Iteration 0F: 2 clusters Score -91993.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -90254.210938 Penalty: 3282.894531
	Iteration 0F: 3 clusters Score -90254.21 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90522.109375 Penalty: 3282.894531
	Iteration 1F: 3 clusters Score -90522.11 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90617.312500 Penalty: 3282.894531
	Iteration 2F: 3 clusters Score -90617.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90676.132812 Penalty: 3282.894531
	Iteration 3Q: 3 clusters Score -90676.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -90733.265625 Penalty: 3282.894531
	Iteration 4Q: 3 clusters Score -90733.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -90778.851562 Penalty: 3282.894531
	Iteration 5Q: 3 clusters Score -90778.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -90808.234375 Penalty: 3282.894531
	Iteration 6Q: 3 clusters Score -90808.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90837.671875 Penalty: 3282.894531
	Iteration 7Q: 3 clusters Score -90837.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -90900.992188 Penalty: 3282.894531
	Iteration 8Q: 3 clusters Score -90900.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -91069.671875 Penalty: 3282.894531
	Iteration 9Q: 3 clusters Score -91069.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -91173.078125 Penalty: 3282.894531
	Iteration 10Q: 3 clusters Score -91173.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -91228.804688 Penalty: 3282.894531
	Iteration 11Q: 3 clusters Score -91228.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91270.867188 Penalty: 3282.894531
	Iteration 12Q: 3 clusters Score -91270.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -91296.570312 Penalty: 3282.894531
	Iteration 13Q: 3 clusters Score -91296.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -91306.773438 Penalty: 3282.894531
	Iteration 14Q: 3 clusters Score -91306.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -91308.625000 Penalty: 3282.894531
	Iteration 15Q: 3 clusters Score -91308.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -91309.289062 Penalty: 3282.894531
	Iteration 16Q: 3 clusters Score -91309.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -91309.421875 Penalty: 3282.894531
	Iteration 17F: 3 clusters Score -91309.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91312.179688 Penalty: 3282.894531
	Iteration 18Q: 3 clusters Score -91312.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91312.179688 Penalty: 3282.894531
	Iteration 19F: 3 clusters Score -91312.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -20896.152344 Penalty: 1278.016357
	Iteration 0F: 2 clusters Score -20896.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -19829.753906 Penalty: 2556.032715
	Iteration 0F: 3 clusters Score -19829.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19868.560547 Penalty: 2556.032715
	Iteration 1Q: 3 clusters Score -19868.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -19868.560547 Penalty: 2556.032715
	Iteration 2F: 3 clusters Score -19868.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (51489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Entering Unmasked Estep 
Score: -6852278.500000 Penalty: 2690.582520
	Iteration 0F: 2 clusters Score -6852278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -6817667.500000 Penalty: 5381.165039
	Iteration 0F: 3 clusters Score -6817668 nChanged 23958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -6831231.500000 Penalty: 5381.165039
	Iteration 1F: 3 clusters Score -6831232 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -6832204.000000 Penalty: 5381.165039
	Iteration 2Q: 3 clusters Score -6832204 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -6833276.500000 Penalty: 5381.165039
	Iteration 3Q: 3 clusters Score -6833276 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -6834705.500000 Penalty: 5381.165039
	Iteration 4F: 3 clusters Score -6834706 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -6836499.000000 Penalty: 5381.165039
	Iteration 5F: 3 clusters Score -6836499 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -6838725.000000 Penalty: 5381.165039
	Iteration 6F: 3 clusters Score -6838725 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -6841518.500000 Penalty: 5381.165039
	Iteration 7F: 3 clusters Score -6841518 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -6844278.500000 Penalty: 5381.165039
	Iteration 8F: 3 clusters Score -6844278 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -6846688.000000 Penalty: 5381.165039
	Iteration 9F: 3 clusters Score -6846688 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49389 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6848300.000000 Penalty: 5381.165039
	Iteration 10Q: 3 clusters Score -6848300 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6849134.000000 Penalty: 5381.165039
	Iteration 11Q: 3 clusters Score -6849134 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6849501.000000 Penalty: 5381.165039
	Iteration 12Q: 3 clusters Score -6849501 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6849677.500000 Penalty: 5381.165039
	Iteration 13Q: 3 clusters Score -6849678 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6849775.000000 Penalty: 5381.165039
	Iteration 14Q: 3 clusters Score -6849775 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6849844.500000 Penalty: 5381.165039
	Iteration 15Q: 3 clusters Score -6849844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51122 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6849865.000000 Penalty: 5381.165039
	Iteration 16Q: 3 clusters Score -6849865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6849882.500000 Penalty: 5381.165039
	Iteration 17Q: 3 clusters Score -6849882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6849898.500000 Penalty: 5381.165039
	Iteration 18Q: 3 clusters Score -6849898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6849913.500000 Penalty: 5381.165039
	Iteration 19Q: 3 clusters Score -6849914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6849935.500000 Penalty: 5381.165039
	Iteration 20F: 3 clusters Score -6849936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6849948.500000 Penalty: 5381.165039
	Iteration 21Q: 3 clusters Score -6849948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6849949.000000 Penalty: 5381.165039
	Iteration 22Q: 3 clusters Score -6849949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6849950.500000 Penalty: 5381.165039
	Iteration 23Q: 3 clusters Score -6849950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6849951.000000 Penalty: 5381.165039
	Iteration 24Q: 3 clusters Score -6849951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6849951.000000 Penalty: 5381.165039
	Iteration 25F: 3 clusters Score -6849951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (74262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74262 members 
Entering Unmasked Estep 
Score: -9858353.000000 Penalty: 2781.407959
	Iteration 0F: 2 clusters Score -9858353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -9808712.000000 Penalty: 5562.815918
	Iteration 0F: 3 clusters Score -9808712 nChanged 34711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -9828245.000000 Penalty: 5562.815918
	Iteration 1F: 3 clusters Score -9828245 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -9829249.000000 Penalty: 5562.815918
	Iteration 2Q: 3 clusters Score -9829249 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -9830410.000000 Penalty: 5562.815918
	Iteration 3Q: 3 clusters Score -9830410 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -9831789.000000 Penalty: 5562.815918
	Iteration 4Q: 3 clusters Score -9831789 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -9833385.000000 Penalty: 5562.815918
	Iteration 5Q: 3 clusters Score -9833385 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -9834839.000000 Penalty: 5562.815918
	Iteration 6Q: 3 clusters Score -9834839 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -9836259.000000 Penalty: 5562.815918
	Iteration 7Q: 3 clusters Score -9836259 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -9837475.000000 Penalty: 5562.815918
	Iteration 8Q: 3 clusters Score -9837475 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -9838241.000000 Penalty: 5562.815918
	Iteration 9Q: 3 clusters Score -9838241 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -9838934.000000 Penalty: 5562.815918
	Iteration 10Q: 3 clusters Score -9838934 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -9839471.000000 Penalty: 5562.815918
	Iteration 11Q: 3 clusters Score -9839471 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -9839882.000000 Penalty: 5562.815918
	Iteration 12Q: 3 clusters Score -9839882 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -9840281.000000 Penalty: 5562.815918
	Iteration 13Q: 3 clusters Score -9840281 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -9840704.000000 Penalty: 5562.815918
	Iteration 14Q: 3 clusters Score -9840704 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -9841062.000000 Penalty: 5562.815918
	Iteration 15Q: 3 clusters Score -9841062 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -9841580.000000 Penalty: 5562.815918
	Iteration 16Q: 3 clusters Score -9841580 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -9842213.000000 Penalty: 5562.815918
	Iteration 17Q: 3 clusters Score -9842213 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
Score: -9842942.000000 Penalty: 5562.815918
	Iteration 18Q: 3 clusters Score -9842942 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -9843750.000000 Penalty: 5562.815918
	Iteration 19Q: 3 clusters Score -9843750 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 54633 members 
Entering Unmasked Estep 
Score: -9844773.000000 Penalty: 5562.815918
	Iteration 20F: 3 clusters Score -9844773 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 57585 members 
Entering Unmasked Estep 
Score: -9846157.000000 Penalty: 5562.815918
	Iteration 21Q: 3 clusters Score -9846157 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 60720 members 
Entering Unmasked Estep 
Score: -9847779.000000 Penalty: 5562.815918
	Iteration 22Q: 3 clusters Score -9847779 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 63896 members 
Entering Unmasked Estep 
Score: -9849650.000000 Penalty: 5562.815918
	Iteration 23Q: 3 clusters Score -9849650 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -9851532.000000 Penalty: 5562.815918
	Iteration 24Q: 3 clusters Score -9851532 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 69256 members 
Entering Unmasked Estep 
Score: -9853114.000000 Penalty: 5562.815918
	Iteration 25Q: 3 clusters Score -9853114 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 70964 members 
Entering Unmasked Estep 
Score: -9854217.000000 Penalty: 5562.815918
	Iteration 26Q: 3 clusters Score -9854217 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 72016 members 
Entering Unmasked Estep 
Score: -9854885.000000 Penalty: 5562.815918
	Iteration 27Q: 3 clusters Score -9854885 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 72651 members 
Entering Unmasked Estep 
Score: -9855280.000000 Penalty: 5562.815918
	Iteration 28Q: 3 clusters Score -9855280 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 73019 members 
Entering Unmasked Estep 
Score: -9855508.000000 Penalty: 5562.815918
	Iteration 29Q: 3 clusters Score -9855508 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 73231 members 
Entering Unmasked Estep 
Score: -9855657.000000 Penalty: 5562.815918
	Iteration 30Q: 3 clusters Score -9855657 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 73364 members 
Entering Unmasked Estep 
Score: -9855753.000000 Penalty: 5562.815918
	Iteration 31Q: 3 clusters Score -9855753 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 73462 members 
Entering Unmasked Estep 
Score: -9855843.000000 Penalty: 5562.815918
	Iteration 32Q: 3 clusters Score -9855843 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 73530 members 
Entering Unmasked Estep 
Score: -9855906.000000 Penalty: 5562.815918
	Iteration 33Q: 3 clusters Score -9855906 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 73584 members 
Entering Unmasked Estep 
Score: -9855932.000000 Penalty: 5562.815918
	Iteration 34Q: 3 clusters Score -9855932 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 73617 members 
Entering Unmasked Estep 
Score: -9855963.000000 Penalty: 5562.815918
	Iteration 35Q: 3 clusters Score -9855963 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 73655 members 
Entering Unmasked Estep 
Score: -9855998.000000 Penalty: 5562.815918
	Iteration 36Q: 3 clusters Score -9855998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 73684 members 
Entering Unmasked Estep 
Score: -9856021.000000 Penalty: 5562.815918
	Iteration 37Q: 3 clusters Score -9856021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 73700 members 
Entering Unmasked Estep 
Score: -9856046.000000 Penalty: 5562.815918
	Iteration 38Q: 3 clusters Score -9856046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 73717 members 
Entering Unmasked Estep 
Score: -9856060.000000 Penalty: 5562.815918
	Iteration 39Q: 3 clusters Score -9856060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 73730 members 
Entering Unmasked Estep 
Score: -9856079.000000 Penalty: 5562.815918
	Iteration 40F: 3 clusters Score -9856079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -9856090.000000 Penalty: 5562.815918
	Iteration 41Q: 3 clusters Score -9856090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 73748 members 
Entering Unmasked Estep 
Score: -9856093.000000 Penalty: 5562.815918
	Iteration 42Q: 3 clusters Score -9856093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 73754 members 
Entering Unmasked Estep 
Score: -9856101.000000 Penalty: 5562.815918
	Iteration 43Q: 3 clusters Score -9856101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 73758 members 
Entering Unmasked Estep 
Score: -9856102.000000 Penalty: 5562.815918
	Iteration 44Q: 3 clusters Score -9856102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 73765 members 
Entering Unmasked Estep 
Score: -9856106.000000 Penalty: 5562.815918
	Iteration 45Q: 3 clusters Score -9856106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 73763 members 
Entering Unmasked Estep 
Score: -9856110.000000 Penalty: 5562.815918
	Iteration 46Q: 3 clusters Score -9856110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 73763 members 
Entering Unmasked Estep 
Score: -9856107.000000 Penalty: 5562.815918
	Iteration 47Q: 3 clusters Score -9856107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 73762 members 
Entering Unmasked Estep 
Score: -9856114.000000 Penalty: 5562.815918
	Iteration 48Q: 3 clusters Score -9856114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 73762 members 
Entering Unmasked Estep 
Score: -9856114.000000 Penalty: 5562.815918
	Iteration 49F: 3 clusters Score -9856114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (172743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172743 members 
Entering Unmasked Estep 
Score: -23103506.000000 Penalty: 2990.770752
	Iteration 0F: 2 clusters Score -2.310351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86229 members 
Mstep: Class 2 contains 86514 members 
Entering Unmasked Estep 
Score: -22994174.000000 Penalty: 5981.541504
	Iteration 0F: 3 clusters Score -2.299417e+07 nChanged 82761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84190 members 
Mstep: Class 2 contains 88553 members 
Entering Unmasked Estep 
Score: -23042102.000000 Penalty: 5981.541504
	Iteration 1F: 3 clusters Score -2.30421e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83085 members 
Mstep: Class 2 contains 89658 members 
Entering Unmasked Estep 
Score: -23043162.000000 Penalty: 5981.541504
	Iteration 2Q: 3 clusters Score -2.304316e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81534 members 
Mstep: Class 2 contains 91209 members 
Entering Unmasked Estep 
Score: -23044376.000000 Penalty: 5981.541504
	Iteration 3Q: 3 clusters Score -2.304438e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 93463 members 
Entering Unmasked Estep 
Score: -23045788.000000 Penalty: 5981.541504
	Iteration 4Q: 3 clusters Score -2.304579e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75927 members 
Mstep: Class 2 contains 96816 members 
Entering Unmasked Estep 
Score: -23047654.000000 Penalty: 5981.541504
	Iteration 5Q: 3 clusters Score -2.304765e+07 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71006 members 
Mstep: Class 2 contains 101737 members 
Entering Unmasked Estep 
Score: -23050662.000000 Penalty: 5981.541504
	Iteration 6Q: 3 clusters Score -2.305066e+07 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64076 members 
Mstep: Class 2 contains 108667 members 
Entering Unmasked Estep 
Score: -23054996.000000 Penalty: 5981.541504
	Iteration 7Q: 3 clusters Score -2.3055e+07 nChanged 10575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54485 members 
Mstep: Class 2 contains 118258 members 
Entering Unmasked Estep 
Score: -23061800.000000 Penalty: 5981.541504
	Iteration 8F: 3 clusters Score -2.30618e+07 nChanged 12485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 130171 members 
Entering Unmasked Estep 
Score: -23071574.000000 Penalty: 5981.541504
	Iteration 9F: 3 clusters Score -2.307157e+07 nChanged 12802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 142709 members 
Entering Unmasked Estep 
Score: -23082344.000000 Penalty: 5981.541504
	Iteration 10F: 3 clusters Score -2.308234e+07 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 153175 members 
Entering Unmasked Estep 
Score: -23091262.000000 Penalty: 5981.541504
	Iteration 11F: 3 clusters Score -2.309126e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 160705 members 
Entering Unmasked Estep 
Score: -23096520.000000 Penalty: 5981.541504
	Iteration 12Q: 3 clusters Score -2.309652e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 165513 members 
Entering Unmasked Estep 
Score: -23099160.000000 Penalty: 5981.541504
	Iteration 13Q: 3 clusters Score -2.309916e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 168229 members 
Entering Unmasked Estep 
Score: -23100288.000000 Penalty: 5981.541504
	Iteration 14Q: 3 clusters Score -2.310029e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 169689 members 
Entering Unmasked Estep 
Score: -23100934.000000 Penalty: 5981.541504
	Iteration 15Q: 3 clusters Score -2.310093e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 170480 members 
Entering Unmasked Estep 
Score: -23101206.000000 Penalty: 5981.541504
	Iteration 16Q: 3 clusters Score -2.310121e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 170915 members 
Entering Unmasked Estep 
Score: -23101354.000000 Penalty: 5981.541504
	Iteration 17Q: 3 clusters Score -2.310135e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 171167 members 
Entering Unmasked Estep 
Score: -23101414.000000 Penalty: 5981.541504
	Iteration 18Q: 3 clusters Score -2.310141e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 171349 members 
Entering Unmasked Estep 
Score: -23101464.000000 Penalty: 5981.541504
	Iteration 19Q: 3 clusters Score -2.310146e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 171459 members 
Entering Unmasked Estep 
Score: -23101496.000000 Penalty: 5981.541504
	Iteration 20F: 3 clusters Score -2.31015e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 171537 members 
Entering Unmasked Estep 
Score: -23101480.000000 Penalty: 5981.541504
	Iteration 21Q: 3 clusters Score -2.310148e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 171613 members 
Entering Unmasked Estep 
Score: -23101482.000000 Penalty: 5981.541504
	Iteration 22Q: 3 clusters Score -2.310148e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 171659 members 
Entering Unmasked Estep 
Score: -23101474.000000 Penalty: 5981.541504
	Iteration 23Q: 3 clusters Score -2.310147e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 171693 members 
Entering Unmasked Estep 
Score: -23101470.000000 Penalty: 5981.541504
	Iteration 24Q: 3 clusters Score -2.310147e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 171720 members 
Entering Unmasked Estep 
Score: -23101496.000000 Penalty: 5981.541504
	Iteration 25Q: 3 clusters Score -2.31015e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 171747 members 
Entering Unmasked Estep 
Score: -23101488.000000 Penalty: 5981.541504
	Iteration 26Q: 3 clusters Score -2.310149e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 171763 members 
Entering Unmasked Estep 
Score: -23101514.000000 Penalty: 5981.541504
	Iteration 27Q: 3 clusters Score -2.310151e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 171776 members 
Entering Unmasked Estep 
Score: -23101498.000000 Penalty: 5981.541504
	Iteration 28Q: 3 clusters Score -2.31015e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 171789 members 
Entering Unmasked Estep 
Score: -23101500.000000 Penalty: 5981.541504
	Iteration 29Q: 3 clusters Score -2.31015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 171801 members 
Entering Unmasked Estep 
Score: -23101492.000000 Penalty: 5981.541504
	Iteration 30Q: 3 clusters Score -2.310149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 171809 members 
Entering Unmasked Estep 
Score: -23101486.000000 Penalty: 5981.541504
	Iteration 31Q: 3 clusters Score -2.310149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 171819 members 
Entering Unmasked Estep 
Score: -23101498.000000 Penalty: 5981.541504
	Iteration 32Q: 3 clusters Score -2.31015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 171824 members 
Entering Unmasked Estep 
Score: -23101504.000000 Penalty: 5981.541504
	Iteration 33Q: 3 clusters Score -2.31015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 171829 members 
Entering Unmasked Estep 
Score: -23101498.000000 Penalty: 5981.541504
	Iteration 34Q: 3 clusters Score -2.31015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 171841 members 
Entering Unmasked Estep 
Score: -23101508.000000 Penalty: 5981.541504
	Iteration 35Q: 3 clusters Score -2.310151e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 171848 members 
Entering Unmasked Estep 
Score: -23101526.000000 Penalty: 5981.541504
	Iteration 36Q: 3 clusters Score -2.310153e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 171859 members 
Entering Unmasked Estep 
Score: -23101524.000000 Penalty: 5981.541504
	Iteration 37Q: 3 clusters Score -2.310152e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 171871 members 
Entering Unmasked Estep 
Score: -23101516.000000 Penalty: 5981.541504
	Iteration 38Q: 3 clusters Score -2.310152e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 171878 members 
Entering Unmasked Estep 
Score: -23101544.000000 Penalty: 5981.541504
	Iteration 39Q: 3 clusters Score -2.310154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 171881 members 
Entering Unmasked Estep 
Score: -23101546.000000 Penalty: 5981.541504
	Iteration 40F: 3 clusters Score -2.310155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 171887 members 
Entering Unmasked Estep 
Score: -23101532.000000 Penalty: 5981.541504
	Iteration 41Q: 3 clusters Score -2.310153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 171891 members 
Entering Unmasked Estep 
Score: -23101544.000000 Penalty: 5981.541504
	Iteration 42Q: 3 clusters Score -2.310154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 171896 members 
Entering Unmasked Estep 
Score: -23101550.000000 Penalty: 5981.541504
	Iteration 43Q: 3 clusters Score -2.310155e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 171902 members 
Entering Unmasked Estep 
Score: -23101552.000000 Penalty: 5981.541504
	Iteration 44Q: 3 clusters Score -2.310155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 171907 members 
Entering Unmasked Estep 
Score: -23101528.000000 Penalty: 5981.541504
	Iteration 45Q: 3 clusters Score -2.310153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 171910 members 
Entering Unmasked Estep 
Score: -23101524.000000 Penalty: 5981.541504
	Iteration 46Q: 3 clusters Score -2.310152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 171912 members 
Entering Unmasked Estep 
Score: -23101540.000000 Penalty: 5981.541504
	Iteration 47Q: 3 clusters Score -2.310154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 171913 members 
Entering Unmasked Estep 
Score: -23101544.000000 Penalty: 5981.541504
	Iteration 48Q: 3 clusters Score -2.310154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 171914 members 
Entering Unmasked Estep 
Score: -23101538.000000 Penalty: 5981.541504
	Iteration 49Q: 3 clusters Score -2.310154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 171914 members 
Entering Unmasked Estep 
Score: -23101538.000000 Penalty: 5981.541504
	Iteration 50F: 3 clusters Score -2.310154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (177557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177557 members 
Entering Unmasked Estep 
Score: -23999186.000000 Penalty: 2997.587646
	Iteration 0F: 2 clusters Score -2.399919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88663 members 
Mstep: Class 2 contains 88894 members 
Entering Unmasked Estep 
Score: -23887730.000000 Penalty: 5995.175293
	Iteration 0F: 3 clusters Score -2.388773e+07 nChanged 85190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88009 members 
Mstep: Class 2 contains 89548 members 
Entering Unmasked Estep 
Score: -23937810.000000 Penalty: 5995.175293
	Iteration 1F: 3 clusters Score -2.393781e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88010 members 
Mstep: Class 2 contains 89547 members 
Entering Unmasked Estep 
Score: -23939220.000000 Penalty: 5995.175293
	Iteration 2Q: 3 clusters Score -2.393922e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88150 members 
Mstep: Class 2 contains 89407 members 
Entering Unmasked Estep 
Score: -23940968.000000 Penalty: 5995.175293
	Iteration 3Q: 3 clusters Score -2.394097e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88463 members 
Mstep: Class 2 contains 89094 members 
Entering Unmasked Estep 
Score: -23943040.000000 Penalty: 5995.175293
	Iteration 4Q: 3 clusters Score -2.394304e+07 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88909 members 
Mstep: Class 2 contains 88648 members 
Entering Unmasked Estep 
Score: -23945722.000000 Penalty: 5995.175293
	Iteration 5Q: 3 clusters Score -2.394572e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89257 members 
Mstep: Class 2 contains 88300 members 
Entering Unmasked Estep 
Score: -23948752.000000 Penalty: 5995.175293
	Iteration 6Q: 3 clusters Score -2.394875e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89330 members 
Mstep: Class 2 contains 88227 members 
Entering Unmasked Estep 
Score: -23951682.000000 Penalty: 5995.175293
	Iteration 7Q: 3 clusters Score -2.395168e+07 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88961 members 
Mstep: Class 2 contains 88596 members 
Entering Unmasked Estep 
Score: -23954720.000000 Penalty: 5995.175293
	Iteration 8Q: 3 clusters Score -2.395472e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88204 members 
Mstep: Class 2 contains 89353 members 
Entering Unmasked Estep 
Score: -23957164.000000 Penalty: 5995.175293
	Iteration 9Q: 3 clusters Score -2.395716e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86992 members 
Mstep: Class 2 contains 90565 members 
Entering Unmasked Estep 
Score: -23958986.000000 Penalty: 5995.175293
	Iteration 10Q: 3 clusters Score -2.395899e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85380 members 
Mstep: Class 2 contains 92177 members 
Entering Unmasked Estep 
Score: -23960240.000000 Penalty: 5995.175293
	Iteration 11Q: 3 clusters Score -2.396024e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83316 members 
Mstep: Class 2 contains 94241 members 
Entering Unmasked Estep 
Score: -23961552.000000 Penalty: 5995.175293
	Iteration 12Q: 3 clusters Score -2.396155e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80706 members 
Mstep: Class 2 contains 96851 members 
Entering Unmasked Estep 
Score: -23962674.000000 Penalty: 5995.175293
	Iteration 13Q: 3 clusters Score -2.396267e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77431 members 
Mstep: Class 2 contains 100126 members 
Entering Unmasked Estep 
Score: -23963578.000000 Penalty: 5995.175293
	Iteration 14Q: 3 clusters Score -2.396358e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73343 members 
Mstep: Class 2 contains 104214 members 
Entering Unmasked Estep 
Score: -23964988.000000 Penalty: 5995.175293
	Iteration 15Q: 3 clusters Score -2.396499e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68425 members 
Mstep: Class 2 contains 109132 members 
Entering Unmasked Estep 
Score: -23966560.000000 Penalty: 5995.175293
	Iteration 16Q: 3 clusters Score -2.396656e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62446 members 
Mstep: Class 2 contains 115111 members 
Entering Unmasked Estep 
Score: -23968970.000000 Penalty: 5995.175293
	Iteration 17Q: 3 clusters Score -2.396897e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 122088 members 
Entering Unmasked Estep 
Score: -23972074.000000 Penalty: 5995.175293
	Iteration 18Q: 3 clusters Score -2.397207e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 130026 members 
Entering Unmasked Estep 
Score: -23976142.000000 Penalty: 5995.175293
	Iteration 19Q: 3 clusters Score -2.397614e+07 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 138667 members 
Entering Unmasked Estep 
Score: -23980714.000000 Penalty: 5995.175293
	Iteration 20F: 3 clusters Score -2.398071e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 147397 members 
Entering Unmasked Estep 
Score: -23985806.000000 Penalty: 5995.175293
	Iteration 21Q: 3 clusters Score -2.398581e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 155032 members 
Entering Unmasked Estep 
Score: -23989522.000000 Penalty: 5995.175293
	Iteration 22Q: 3 clusters Score -2.398952e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 160883 members 
Entering Unmasked Estep 
Score: -23992248.000000 Penalty: 5995.175293
	Iteration 23Q: 3 clusters Score -2.399225e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 165125 members 
Entering Unmasked Estep 
Score: -23994008.000000 Penalty: 5995.175293
	Iteration 24Q: 3 clusters Score -2.399401e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 168142 members 
Entering Unmasked Estep 
Score: -23995014.000000 Penalty: 5995.175293
	Iteration 25Q: 3 clusters Score -2.399501e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 170238 members 
Entering Unmasked Estep 
Score: -23995466.000000 Penalty: 5995.175293
	Iteration 26Q: 3 clusters Score -2.399547e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 171670 members 
Entering Unmasked Estep 
Score: -23995824.000000 Penalty: 5995.175293
	Iteration 27Q: 3 clusters Score -2.399582e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 172691 members 
Entering Unmasked Estep 
Score: -23996076.000000 Penalty: 5995.175293
	Iteration 28Q: 3 clusters Score -2.399608e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 173418 members 
Entering Unmasked Estep 
Score: -23996252.000000 Penalty: 5995.175293
	Iteration 29Q: 3 clusters Score -2.399625e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 173928 members 
Entering Unmasked Estep 
Score: -23996424.000000 Penalty: 5995.175293
	Iteration 30Q: 3 clusters Score -2.399642e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 174316 members 
Entering Unmasked Estep 
Score: -23996534.000000 Penalty: 5995.175293
	Iteration 31Q: 3 clusters Score -2.399653e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 174624 members 
Entering Unmasked Estep 
Score: -23996660.000000 Penalty: 5995.175293
	Iteration 32Q: 3 clusters Score -2.399666e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 174837 members 
Entering Unmasked Estep 
Score: -23996772.000000 Penalty: 5995.175293
	Iteration 33Q: 3 clusters Score -2.399677e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 175028 members 
Entering Unmasked Estep 
Score: -23996778.000000 Penalty: 5995.175293
	Iteration 34Q: 3 clusters Score -2.399678e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 175190 members 
Entering Unmasked Estep 
Score: -23996790.000000 Penalty: 5995.175293
	Iteration 35Q: 3 clusters Score -2.399679e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 175308 members 
Entering Unmasked Estep 
Score: -23996872.000000 Penalty: 5995.175293
	Iteration 36Q: 3 clusters Score -2.399687e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 175418 members 
Entering Unmasked Estep 
Score: -23996896.000000 Penalty: 5995.175293
	Iteration 37Q: 3 clusters Score -2.39969e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 175502 members 
Entering Unmasked Estep 
Score: -23996920.000000 Penalty: 5995.175293
	Iteration 38Q: 3 clusters Score -2.399692e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 175563 members 
Entering Unmasked Estep 
Score: -23996924.000000 Penalty: 5995.175293
	Iteration 39Q: 3 clusters Score -2.399692e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 175611 members 
Entering Unmasked Estep 
Score: -23996942.000000 Penalty: 5995.175293
	Iteration 40F: 3 clusters Score -2.399694e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 175662 members 
Entering Unmasked Estep 
Score: -23996920.000000 Penalty: 5995.175293
	Iteration 41Q: 3 clusters Score -2.399692e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 175702 members 
Entering Unmasked Estep 
Score: -23996920.000000 Penalty: 5995.175293
	Iteration 42Q: 3 clusters Score -2.399692e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 175729 members 
Entering Unmasked Estep 
Score: -23996896.000000 Penalty: 5995.175293
	Iteration 43Q: 3 clusters Score -2.39969e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 175747 members 
Entering Unmasked Estep 
Score: -23996926.000000 Penalty: 5995.175293
	Iteration 44Q: 3 clusters Score -2.399693e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 175761 members 
Entering Unmasked Estep 
Score: -23996970.000000 Penalty: 5995.175293
	Iteration 45Q: 3 clusters Score -2.399697e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 175779 members 
Entering Unmasked Estep 
Score: -23996972.000000 Penalty: 5995.175293
	Iteration 46Q: 3 clusters Score -2.399697e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 175802 members 
Entering Unmasked Estep 
Score: -23996986.000000 Penalty: 5995.175293
	Iteration 47Q: 3 clusters Score -2.399699e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 175817 members 
Entering Unmasked Estep 
Score: -23996990.000000 Penalty: 5995.175293
	Iteration 48Q: 3 clusters Score -2.399699e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 175827 members 
Entering Unmasked Estep 
Score: -23996974.000000 Penalty: 5995.175293
	Iteration 49Q: 3 clusters Score -2.399697e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 175841 members 
Entering Unmasked Estep 
Score: -23996980.000000 Penalty: 5995.175293
	Iteration 50Q: 3 clusters Score -2.399698e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 175846 members 
Entering Unmasked Estep 
Score: -23996960.000000 Penalty: 5995.175293
	Iteration 51Q: 3 clusters Score -2.399696e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 175849 members 
Entering Unmasked Estep 
Score: -23996996.000000 Penalty: 5995.175293
	Iteration 52Q: 3 clusters Score -2.3997e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 175859 members 
Entering Unmasked Estep 
Score: -23996992.000000 Penalty: 5995.175293
	Iteration 53Q: 3 clusters Score -2.399699e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 175863 members 
Entering Unmasked Estep 
Score: -23996992.000000 Penalty: 5995.175293
	Iteration 54Q: 3 clusters Score -2.399699e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 175872 members 
Entering Unmasked Estep 
Score: -23996992.000000 Penalty: 5995.175293
	Iteration 55Q: 3 clusters Score -2.399699e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 175880 members 
Entering Unmasked Estep 
Score: -23997002.000000 Penalty: 5995.175293
	Iteration 56Q: 3 clusters Score -2.3997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 175885 members 
Entering Unmasked Estep 
Score: -23996990.000000 Penalty: 5995.175293
	Iteration 57Q: 3 clusters Score -2.399699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 175891 members 
Entering Unmasked Estep 
Score: -23997004.000000 Penalty: 5995.175293
	Iteration 58Q: 3 clusters Score -2.3997e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 175899 members 
Entering Unmasked Estep 
Score: -23997012.000000 Penalty: 5995.175293
	Iteration 59Q: 3 clusters Score -2.399701e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 175907 members 
Entering Unmasked Estep 
Score: -23997036.000000 Penalty: 5995.175293
	Iteration 60F: 3 clusters Score -2.399704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 175921 members 
Entering Unmasked Estep 
Score: -23997028.000000 Penalty: 5995.175293
	Iteration 61Q: 3 clusters Score -2.399703e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 175924 members 
Entering Unmasked Estep 
Score: -23997028.000000 Penalty: 5995.175293
	Iteration 62Q: 3 clusters Score -2.399703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 175925 members 
Entering Unmasked Estep 
Score: -23997020.000000 Penalty: 5995.175293
	Iteration 63Q: 3 clusters Score -2.399702e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 175932 members 
Entering Unmasked Estep 
Score: -23997010.000000 Penalty: 5995.175293
	Iteration 64Q: 3 clusters Score -2.399701e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 175941 members 
Entering Unmasked Estep 
Score: -23997028.000000 Penalty: 5995.175293
	Iteration 65Q: 3 clusters Score -2.399703e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 175945 members 
Entering Unmasked Estep 
Score: -23997036.000000 Penalty: 5995.175293
	Iteration 66Q: 3 clusters Score -2.399704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 175943 members 
Entering Unmasked Estep 
Score: -23997058.000000 Penalty: 5995.175293
	Iteration 67Q: 3 clusters Score -2.399706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 175944 members 
Entering Unmasked Estep 
Score: -23997052.000000 Penalty: 5995.175293
	Iteration 68Q: 3 clusters Score -2.399705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 175946 members 
Entering Unmasked Estep 
Score: -23997062.000000 Penalty: 5995.175293
	Iteration 69Q: 3 clusters Score -2.399706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 175947 members 
Entering Unmasked Estep 
Score: -23997070.000000 Penalty: 5995.175293
	Iteration 70Q: 3 clusters Score -2.399707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 175949 members 
Entering Unmasked Estep 
Score: -23997066.000000 Penalty: 5995.175293
	Iteration 71Q: 3 clusters Score -2.399707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 175947 members 
Entering Unmasked Estep 
Score: -23997070.000000 Penalty: 5995.175293
	Iteration 72Q: 3 clusters Score -2.399707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 175946 members 
Entering Unmasked Estep 
Score: -23997072.000000 Penalty: 5995.175293
	Iteration 73Q: 3 clusters Score -2.399707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 175946 members 
Entering Unmasked Estep 
Score: -23997066.000000 Penalty: 5995.175293
	Iteration 74Q: 3 clusters Score -2.399707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 175949 members 
Entering Unmasked Estep 
Score: -23997066.000000 Penalty: 5995.175293
	Iteration 75Q: 3 clusters Score -2.399707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 175952 members 
Entering Unmasked Estep 
Score: -23997066.000000 Penalty: 5995.175293
	Iteration 76Q: 3 clusters Score -2.399707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 175957 members 
Entering Unmasked Estep 
Score: -23997050.000000 Penalty: 5995.175293
	Iteration 77Q: 3 clusters Score -2.399705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 175958 members 
Entering Unmasked Estep 
Score: -23997050.000000 Penalty: 5995.175293
	Iteration 78Q: 3 clusters Score -2.399705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 175958 members 
Entering Unmasked Estep 
Score: -23997050.000000 Penalty: 5995.175293
	Iteration 79F: 3 clusters Score -2.399705e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -70543.421875 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -70543.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68938.125000 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -68938.12 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -69189.242188 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -69189.24 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69339.656250 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -69339.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -69469.062500 Penalty: 3184.317383
	Iteration 3F: 3 clusters Score -69469.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69631.101562 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -69631.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -69856.359375 Penalty: 3184.317383
	Iteration 5F: 3 clusters Score -69856.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -70110.281250 Penalty: 3184.317383
	Iteration 6F: 3 clusters Score -70110.28 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -70407.328125 Penalty: 3184.317383
	Iteration 7F: 3 clusters Score -70407.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -70640.429688 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -70640.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -70973.031250 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -70973.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -71138.578125 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -71138.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -71143.625000 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -71143.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -71147.460938 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -71147.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -71147.460938 Penalty: 3184.317383
	Iteration 13F: 3 clusters Score -71147.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61603 members 
Mstep: Class 3 contains 189636 members 
Mstep: Class 4 contains 55045 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100144 members 
Mstep: Class 7 contains 8848 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113938 members 
Mstep: Class 10 contains 178243 members 
Mstep: Class 11 contains 6108 members 
Mstep: Class 12 contains 11896 members 
Mstep: Class 13 contains 169307 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51489 members 
Mstep: Class 17 contains 74262 members 
Mstep: Class 18 contains 172743 members 
Mstep: Class 19 contains 177557 members 
Mstep: Class 20 contains 466 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2537 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 148 members 
Entering Unmasked Estep 
Score: -180411968.000000 Penalty: 87655.367188
Splitting cluster 20 changes total score from -180413440.000000 to -180411968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -47589.578125 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -47589.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46184.562500 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -46184.56 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46324.574219 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -46324.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46394.386719 Penalty: 2952.808594
	Iteration 2Q: 3 clusters Score -46394.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -46431.750000 Penalty: 2952.808594
	Iteration 3Q: 3 clusters Score -46431.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -46444.570312 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -46444.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46450.523438 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -46450.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46456.390625 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -46456.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -46462.160156 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -46462.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -46462.160156 Penalty: 2952.808594
	Iteration 8F: 3 clusters Score -46462.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Entering Unmasked Estep 
Score: -53073.667969 Penalty: 1508.955811
	Iteration 0F: 2 clusters Score -53073.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51560.335938 Penalty: 3017.911621
	Iteration 0F: 3 clusters Score -51560.34 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51712.476562 Penalty: 3017.911621
	Iteration 1F: 3 clusters Score -51712.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51758.519531 Penalty: 3017.911621
	Iteration 2Q: 3 clusters Score -51758.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51780.011719 Penalty: 3017.911621
	Iteration 3Q: 3 clusters Score -51780.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51789.855469 Penalty: 3017.911621
	Iteration 4Q: 3 clusters Score -51789.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51799.511719 Penalty: 3017.911621
	Iteration 5Q: 3 clusters Score -51799.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51814.093750 Penalty: 3017.911621
	Iteration 6Q: 3 clusters Score -51814.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51821.765625 Penalty: 3017.911621
	Iteration 7Q: 3 clusters Score -51821.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51823.332031 Penalty: 3017.911621
	Iteration 8Q: 3 clusters Score -51823.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51829.335938 Penalty: 3017.911621
	Iteration 9Q: 3 clusters Score -51829.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51840.523438 Penalty: 3017.911621
	Iteration 10Q: 3 clusters Score -51840.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51848.636719 Penalty: 3017.911621
	Iteration 11Q: 3 clusters Score -51848.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51856.636719 Penalty: 3017.911621
	Iteration 12Q: 3 clusters Score -51856.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51865.113281 Penalty: 3017.911621
	Iteration 13Q: 3 clusters Score -51865.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51879.175781 Penalty: 3017.911621
	Iteration 14Q: 3 clusters Score -51879.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51888.597656 Penalty: 3017.911621
	Iteration 15Q: 3 clusters Score -51888.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51888.597656 Penalty: 3017.911621
	Iteration 16F: 3 clusters Score -51888.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Entering Unmasked Estep 
Score: -334236.500000 Penalty: 1944.006836
	Iteration 0F: 2 clusters Score -334236.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -331258.000000 Penalty: 3888.013672
	Iteration 0F: 3 clusters Score -331258 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -331812.187500 Penalty: 3888.013672
	Iteration 1F: 3 clusters Score -331812.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -331973.937500 Penalty: 3888.013672
	Iteration 2F: 3 clusters Score -331973.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -332056.625000 Penalty: 3888.013672
	Iteration 3Q: 3 clusters Score -332056.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -332106.343750 Penalty: 3888.013672
	Iteration 4Q: 3 clusters Score -332106.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -332135.781250 Penalty: 3888.013672
	Iteration 5Q: 3 clusters Score -332135.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -332158.343750 Penalty: 3888.013672
	Iteration 6Q: 3 clusters Score -332158.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -332178.937500 Penalty: 3888.013672
	Iteration 7Q: 3 clusters Score -332178.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -332199.750000 Penalty: 3888.013672
	Iteration 8Q: 3 clusters Score -332199.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -332220.593750 Penalty: 3888.013672
	Iteration 9Q: 3 clusters Score -332220.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -332236.250000 Penalty: 3888.013672
	Iteration 10Q: 3 clusters Score -332236.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -332249.156250 Penalty: 3888.013672
	Iteration 11Q: 3 clusters Score -332249.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -332262.343750 Penalty: 3888.013672
	Iteration 12Q: 3 clusters Score -332262.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -332271.812500 Penalty: 3888.013672
	Iteration 13Q: 3 clusters Score -332271.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -332276.218750 Penalty: 3888.013672
	Iteration 14Q: 3 clusters Score -332276.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -332281.718750 Penalty: 3888.013672
	Iteration 15Q: 3 clusters Score -332281.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -332288.562500 Penalty: 3888.013672
	Iteration 16Q: 3 clusters Score -332288.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -332301.125000 Penalty: 3888.013672
	Iteration 17Q: 3 clusters Score -332301.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -332313.218750 Penalty: 3888.013672
	Iteration 18Q: 3 clusters Score -332313.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -332319.750000 Penalty: 3888.013672
	Iteration 19Q: 3 clusters Score -332319.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -332326.625000 Penalty: 3888.013672
	Iteration 20F: 3 clusters Score -332326.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -332333.281250 Penalty: 3888.013672
	Iteration 21Q: 3 clusters Score -332333.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -332346.312500 Penalty: 3888.013672
	Iteration 22Q: 3 clusters Score -332346.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -332351.750000 Penalty: 3888.013672
	Iteration 23Q: 3 clusters Score -332351.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -332352.875000 Penalty: 3888.013672
	Iteration 24Q: 3 clusters Score -332352.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -332357.437500 Penalty: 3888.013672
	Iteration 25Q: 3 clusters Score -332357.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -332363.625000 Penalty: 3888.013672
	Iteration 26Q: 3 clusters Score -332363.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -332369.562500 Penalty: 3888.013672
	Iteration 27Q: 3 clusters Score -332369.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -332376.812500 Penalty: 3888.013672
	Iteration 28Q: 3 clusters Score -332376.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -332382.437500 Penalty: 3888.013672
	Iteration 29Q: 3 clusters Score -332382.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -332388.031250 Penalty: 3888.013672
	Iteration 30Q: 3 clusters Score -332388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -332390.593750 Penalty: 3888.013672
	Iteration 31Q: 3 clusters Score -332390.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -332392.250000 Penalty: 3888.013672
	Iteration 32Q: 3 clusters Score -332392.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -332393.468750 Penalty: 3888.013672
	Iteration 33Q: 3 clusters Score -332393.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -332393.968750 Penalty: 3888.013672
	Iteration 34Q: 3 clusters Score -332394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -332393.968750 Penalty: 3888.013672
	Iteration 35F: 3 clusters Score -332394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -71190.773438 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -71190.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69600.085938 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -69600.09 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69766.953125 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -69766.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69834.554688 Penalty: 3148.305176
	Iteration 2Q: 3 clusters Score -69834.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -69881.726562 Penalty: 3148.305176
	Iteration 3Q: 3 clusters Score -69881.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -69911.968750 Penalty: 3148.305176
	Iteration 4Q: 3 clusters Score -69911.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -69977.710938 Penalty: 3148.305176
	Iteration 5Q: 3 clusters Score -69977.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70050.382812 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -70050.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70164.820312 Penalty: 3148.305176
	Iteration 7Q: 3 clusters Score -70164.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -70195.335938 Penalty: 3148.305176
	Iteration 8Q: 3 clusters Score -70195.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -70216.085938 Penalty: 3148.305176
	Iteration 9Q: 3 clusters Score -70216.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -70235.476562 Penalty: 3148.305176
	Iteration 10Q: 3 clusters Score -70235.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -70240.640625 Penalty: 3148.305176
	Iteration 11Q: 3 clusters Score -70240.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -70244.195312 Penalty: 3148.305176
	Iteration 12Q: 3 clusters Score -70244.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -70248.609375 Penalty: 3148.305176
	Iteration 13Q: 3 clusters Score -70248.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -70256.539062 Penalty: 3148.305176
	Iteration 14Q: 3 clusters Score -70256.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -70264.703125 Penalty: 3148.305176
	Iteration 15Q: 3 clusters Score -70264.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -70271.156250 Penalty: 3148.305176
	Iteration 16Q: 3 clusters Score -70271.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -70272.359375 Penalty: 3148.305176
	Iteration 17Q: 3 clusters Score -70272.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -70272.359375 Penalty: 3148.305176
	Iteration 18F: 3 clusters Score -70272.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61603 members 
Mstep: Class 3 contains 189636 members 
Mstep: Class 4 contains 55045 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100144 members 
Mstep: Class 7 contains 8848 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113938 members 
Mstep: Class 10 contains 178243 members 
Mstep: Class 11 contains 6108 members 
Mstep: Class 12 contains 11896 members 
Mstep: Class 13 contains 169307 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51489 members 
Mstep: Class 17 contains 74262 members 
Mstep: Class 18 contains 172743 members 
Mstep: Class 19 contains 177557 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2537 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413456.000000 Penalty: 84149.148438
Iteration 319Q: 25 clusters Score -1.804135e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61594 members 
Mstep: Class 3 contains 189641 members 
Mstep: Class 4 contains 55049 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100135 members 
Mstep: Class 7 contains 8842 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 113976 members 
Mstep: Class 10 contains 178239 members 
Mstep: Class 11 contains 6107 members 
Mstep: Class 12 contains 11891 members 
Mstep: Class 13 contains 169282 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51489 members 
Mstep: Class 17 contains 74255 members 
Mstep: Class 18 contains 172740 members 
Mstep: Class 19 contains 177580 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2536 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413536.000000 Penalty: 84149.148438
Iteration 320F: 25 clusters Score -1.804135e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 61584 members 
Mstep: Class 3 contains 189651 members 
Mstep: Class 4 contains 55040 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100127 members 
Mstep: Class 7 contains 8839 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114008 members 
Mstep: Class 10 contains 178230 members 
Mstep: Class 11 contains 6108 members 
Mstep: Class 12 contains 11892 members 
Mstep: Class 13 contains 169259 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51492 members 
Mstep: Class 17 contains 74249 members 
Mstep: Class 18 contains 172747 members 
Mstep: Class 19 contains 177593 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2536 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413344.000000 Penalty: 84149.148438
Iteration 321Q: 25 clusters Score -1.804133e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 61574 members 
Mstep: Class 3 contains 189670 members 
Mstep: Class 4 contains 55043 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100119 members 
Mstep: Class 7 contains 8837 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114049 members 
Mstep: Class 10 contains 178205 members 
Mstep: Class 11 contains 6110 members 
Mstep: Class 12 contains 11888 members 
Mstep: Class 13 contains 169242 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51497 members 
Mstep: Class 17 contains 74243 members 
Mstep: Class 18 contains 172759 members 
Mstep: Class 19 contains 177583 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2536 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413216.000000 Penalty: 84149.148438
Iteration 322Q: 25 clusters Score -1.804132e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 61560 members 
Mstep: Class 3 contains 189683 members 
Mstep: Class 4 contains 55050 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100114 members 
Mstep: Class 7 contains 8834 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114075 members 
Mstep: Class 10 contains 178183 members 
Mstep: Class 11 contains 6112 members 
Mstep: Class 12 contains 11886 members 
Mstep: Class 13 contains 169208 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51500 members 
Mstep: Class 17 contains 74237 members 
Mstep: Class 18 contains 172772 members 
Mstep: Class 19 contains 177604 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2536 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413312.000000 Penalty: 84149.148438
Iteration 323Q: 25 clusters Score -1.804133e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 61546 members 
Mstep: Class 3 contains 189698 members 
Mstep: Class 4 contains 55053 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100103 members 
Mstep: Class 7 contains 8832 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114105 members 
Mstep: Class 10 contains 178171 members 
Mstep: Class 11 contains 6114 members 
Mstep: Class 12 contains 11890 members 
Mstep: Class 13 contains 169190 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51499 members 
Mstep: Class 17 contains 74237 members 
Mstep: Class 18 contains 172766 members 
Mstep: Class 19 contains 177614 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2536 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413168.000000 Penalty: 84149.148438
Iteration 324Q: 25 clusters Score -1.804132e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 61536 members 
Mstep: Class 3 contains 189709 members 
Mstep: Class 4 contains 55053 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100103 members 
Mstep: Class 7 contains 8828 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114139 members 
Mstep: Class 10 contains 178152 members 
Mstep: Class 11 contains 6114 members 
Mstep: Class 12 contains 11893 members 
Mstep: Class 13 contains 169173 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51508 members 
Mstep: Class 17 contains 74222 members 
Mstep: Class 18 contains 172779 members 
Mstep: Class 19 contains 177610 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2535 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413152.000000 Penalty: 84149.148438
Iteration 325Q: 25 clusters Score -1.804132e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 61535 members 
Mstep: Class 3 contains 189721 members 
Mstep: Class 4 contains 55049 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100099 members 
Mstep: Class 7 contains 8827 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114174 members 
Mstep: Class 10 contains 178145 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 11893 members 
Mstep: Class 13 contains 169141 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51511 members 
Mstep: Class 17 contains 74212 members 
Mstep: Class 18 contains 172799 members 
Mstep: Class 19 contains 177597 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2534 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413040.000000 Penalty: 84149.148438
Iteration 326Q: 25 clusters Score -1.80413e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 61514 members 
Mstep: Class 3 contains 189738 members 
Mstep: Class 4 contains 55042 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100081 members 
Mstep: Class 7 contains 8825 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114208 members 
Mstep: Class 10 contains 178129 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 11893 members 
Mstep: Class 13 contains 169124 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51515 members 
Mstep: Class 17 contains 74203 members 
Mstep: Class 18 contains 172828 members 
Mstep: Class 19 contains 177599 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2535 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413216.000000 Penalty: 84149.148438
Iteration 327Q: 25 clusters Score -1.804132e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 61507 members 
Mstep: Class 3 contains 189762 members 
Mstep: Class 4 contains 55040 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100062 members 
Mstep: Class 7 contains 8823 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114236 members 
Mstep: Class 10 contains 178124 members 
Mstep: Class 11 contains 6119 members 
Mstep: Class 12 contains 11891 members 
Mstep: Class 13 contains 169092 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51525 members 
Mstep: Class 17 contains 74198 members 
Mstep: Class 18 contains 172838 members 
Mstep: Class 19 contains 177603 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2534 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413216.000000 Penalty: 84149.148438
Iteration 328Q: 25 clusters Score -1.804132e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 61501 members 
Mstep: Class 3 contains 189793 members 
Mstep: Class 4 contains 55042 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100042 members 
Mstep: Class 7 contains 8822 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114262 members 
Mstep: Class 10 contains 178111 members 
Mstep: Class 11 contains 6121 members 
Mstep: Class 12 contains 11882 members 
Mstep: Class 13 contains 169089 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51539 members 
Mstep: Class 17 contains 74192 members 
Mstep: Class 18 contains 172855 members 
Mstep: Class 19 contains 177571 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413312.000000 Penalty: 84149.148438
Iteration 329Q: 25 clusters Score -1.804133e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 61497 members 
Mstep: Class 3 contains 189835 members 
Mstep: Class 4 contains 55037 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100019 members 
Mstep: Class 7 contains 8822 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114281 members 
Mstep: Class 10 contains 178122 members 
Mstep: Class 11 contains 6119 members 
Mstep: Class 12 contains 11875 members 
Mstep: Class 13 contains 169067 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51541 members 
Mstep: Class 17 contains 74183 members 
Mstep: Class 18 contains 172864 members 
Mstep: Class 19 contains 177561 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2531 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413088.000000 Penalty: 84149.148438
Iteration 330Q: 25 clusters Score -1.804131e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 61489 members 
Mstep: Class 3 contains 189857 members 
Mstep: Class 4 contains 55027 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 100006 members 
Mstep: Class 7 contains 8821 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114310 members 
Mstep: Class 10 contains 178139 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 11863 members 
Mstep: Class 13 contains 169060 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51549 members 
Mstep: Class 17 contains 74182 members 
Mstep: Class 18 contains 172878 members 
Mstep: Class 19 contains 177526 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413120.000000 Penalty: 84149.148438
Iteration 331Q: 25 clusters Score -1.804131e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 61475 members 
Mstep: Class 3 contains 189885 members 
Mstep: Class 4 contains 55022 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99994 members 
Mstep: Class 7 contains 8821 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114345 members 
Mstep: Class 10 contains 178148 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 11853 members 
Mstep: Class 13 contains 169048 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51553 members 
Mstep: Class 17 contains 74177 members 
Mstep: Class 18 contains 172901 members 
Mstep: Class 19 contains 177486 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413008.000000 Penalty: 84149.148438
Iteration 332Q: 25 clusters Score -1.80413e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 61457 members 
Mstep: Class 3 contains 189931 members 
Mstep: Class 4 contains 55021 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99975 members 
Mstep: Class 7 contains 8821 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114390 members 
Mstep: Class 10 contains 178135 members 
Mstep: Class 11 contains 6118 members 
Mstep: Class 12 contains 11846 members 
Mstep: Class 13 contains 169040 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51558 members 
Mstep: Class 17 contains 74168 members 
Mstep: Class 18 contains 172920 members 
Mstep: Class 19 contains 177444 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413008.000000 Penalty: 84149.148438
Iteration 333Q: 25 clusters Score -1.80413e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 61451 members 
Mstep: Class 3 contains 189970 members 
Mstep: Class 4 contains 55010 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99958 members 
Mstep: Class 7 contains 8820 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114415 members 
Mstep: Class 10 contains 178107 members 
Mstep: Class 11 contains 6115 members 
Mstep: Class 12 contains 11838 members 
Mstep: Class 13 contains 169040 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51571 members 
Mstep: Class 17 contains 74165 members 
Mstep: Class 18 contains 172937 members 
Mstep: Class 19 contains 177427 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413200.000000 Penalty: 84149.148438
Iteration 334Q: 25 clusters Score -1.804132e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 61434 members 
Mstep: Class 3 contains 190025 members 
Mstep: Class 4 contains 54993 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99940 members 
Mstep: Class 7 contains 8820 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114439 members 
Mstep: Class 10 contains 178088 members 
Mstep: Class 11 contains 6113 members 
Mstep: Class 12 contains 11831 members 
Mstep: Class 13 contains 169049 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51574 members 
Mstep: Class 17 contains 74150 members 
Mstep: Class 18 contains 172931 members 
Mstep: Class 19 contains 177438 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412976.000000 Penalty: 84149.148438
Iteration 335Q: 25 clusters Score -1.80413e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 61416 members 
Mstep: Class 3 contains 190054 members 
Mstep: Class 4 contains 54982 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99933 members 
Mstep: Class 7 contains 8820 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114462 members 
Mstep: Class 10 contains 178071 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 11823 members 
Mstep: Class 13 contains 169050 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51568 members 
Mstep: Class 17 contains 74146 members 
Mstep: Class 18 contains 172936 members 
Mstep: Class 19 contains 177453 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413456.000000 Penalty: 84149.148438
Iteration 336Q: 25 clusters Score -1.804135e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 61399 members 
Mstep: Class 3 contains 190073 members 
Mstep: Class 4 contains 54975 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99925 members 
Mstep: Class 7 contains 8820 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114477 members 
Mstep: Class 10 contains 178057 members 
Mstep: Class 11 contains 6113 members 
Mstep: Class 12 contains 11814 members 
Mstep: Class 13 contains 169057 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51554 members 
Mstep: Class 17 contains 74152 members 
Mstep: Class 18 contains 172955 members 
Mstep: Class 19 contains 177454 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413312.000000 Penalty: 84149.148438
Iteration 337Q: 25 clusters Score -1.804133e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 61386 members 
Mstep: Class 3 contains 190090 members 
Mstep: Class 4 contains 54966 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99914 members 
Mstep: Class 7 contains 8820 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114514 members 
Mstep: Class 10 contains 178041 members 
Mstep: Class 11 contains 6116 members 
Mstep: Class 12 contains 11800 members 
Mstep: Class 13 contains 169039 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51551 members 
Mstep: Class 17 contains 74157 members 
Mstep: Class 18 contains 172970 members 
Mstep: Class 19 contains 177461 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413264.000000 Penalty: 84149.148438
Iteration 338Q: 25 clusters Score -1.804133e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 61375 members 
Mstep: Class 3 contains 190114 members 
Mstep: Class 4 contains 54950 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99900 members 
Mstep: Class 7 contains 8820 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114541 members 
Mstep: Class 10 contains 178061 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 11783 members 
Mstep: Class 13 contains 169021 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51543 members 
Mstep: Class 17 contains 74167 members 
Mstep: Class 18 contains 172995 members 
Mstep: Class 19 contains 177438 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413264.000000 Penalty: 84149.148438
Iteration 339Q: 25 clusters Score -1.804133e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 61361 members 
Mstep: Class 3 contains 190144 members 
Mstep: Class 4 contains 54941 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99882 members 
Mstep: Class 7 contains 8820 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114564 members 
Mstep: Class 10 contains 178068 members 
Mstep: Class 11 contains 6119 members 
Mstep: Class 12 contains 11771 members 
Mstep: Class 13 contains 169013 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51540 members 
Mstep: Class 17 contains 74173 members 
Mstep: Class 18 contains 172995 members 
Mstep: Class 19 contains 177434 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413120.000000 Penalty: 84149.148438
Iteration 340F: 25 clusters Score -1.804131e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 61344 members 
Mstep: Class 3 contains 190155 members 
Mstep: Class 4 contains 54936 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99865 members 
Mstep: Class 7 contains 8819 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114586 members 
Mstep: Class 10 contains 178095 members 
Mstep: Class 11 contains 6122 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 169012 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51531 members 
Mstep: Class 17 contains 74173 members 
Mstep: Class 18 contains 172991 members 
Mstep: Class 19 contains 177434 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413152.000000 Penalty: 84149.148438
Iteration 341Q: 25 clusters Score -1.804132e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 61330 members 
Mstep: Class 3 contains 190172 members 
Mstep: Class 4 contains 54938 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99856 members 
Mstep: Class 7 contains 8815 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114606 members 
Mstep: Class 10 contains 178094 members 
Mstep: Class 11 contains 6127 members 
Mstep: Class 12 contains 11758 members 
Mstep: Class 13 contains 169013 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51525 members 
Mstep: Class 17 contains 74171 members 
Mstep: Class 18 contains 172992 members 
Mstep: Class 19 contains 177429 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413104.000000 Penalty: 84149.148438
Iteration 342Q: 25 clusters Score -1.804131e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 61314 members 
Mstep: Class 3 contains 190187 members 
Mstep: Class 4 contains 54938 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99845 members 
Mstep: Class 7 contains 8813 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114628 members 
Mstep: Class 10 contains 178102 members 
Mstep: Class 11 contains 6128 members 
Mstep: Class 12 contains 11757 members 
Mstep: Class 13 contains 169015 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51528 members 
Mstep: Class 17 contains 74182 members 
Mstep: Class 18 contains 172969 members 
Mstep: Class 19 contains 177420 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413136.000000 Penalty: 84149.148438
Iteration 343Q: 25 clusters Score -1.804131e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 61301 members 
Mstep: Class 3 contains 190194 members 
Mstep: Class 4 contains 54931 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99839 members 
Mstep: Class 7 contains 8812 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114647 members 
Mstep: Class 10 contains 178111 members 
Mstep: Class 11 contains 6127 members 
Mstep: Class 12 contains 11750 members 
Mstep: Class 13 contains 169016 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51535 members 
Mstep: Class 17 contains 74173 members 
Mstep: Class 18 contains 172961 members 
Mstep: Class 19 contains 177431 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2527 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413216.000000 Penalty: 84149.148438
Iteration 344Q: 25 clusters Score -1.804132e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 61290 members 
Mstep: Class 3 contains 190215 members 
Mstep: Class 4 contains 54924 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99828 members 
Mstep: Class 7 contains 8812 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114674 members 
Mstep: Class 10 contains 178092 members 
Mstep: Class 11 contains 6126 members 
Mstep: Class 12 contains 11749 members 
Mstep: Class 13 contains 169010 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51528 members 
Mstep: Class 17 contains 74174 members 
Mstep: Class 18 contains 172960 members 
Mstep: Class 19 contains 177448 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2525 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413216.000000 Penalty: 84149.148438
Iteration 345Q: 25 clusters Score -1.804132e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 61281 members 
Mstep: Class 3 contains 190238 members 
Mstep: Class 4 contains 54921 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99819 members 
Mstep: Class 7 contains 8812 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114702 members 
Mstep: Class 10 contains 178083 members 
Mstep: Class 11 contains 6124 members 
Mstep: Class 12 contains 11751 members 
Mstep: Class 13 contains 169000 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51524 members 
Mstep: Class 17 contains 74173 members 
Mstep: Class 18 contains 172958 members 
Mstep: Class 19 contains 177444 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2525 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413200.000000 Penalty: 84149.148438
Iteration 346Q: 25 clusters Score -1.804132e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 61269 members 
Mstep: Class 3 contains 190244 members 
Mstep: Class 4 contains 54928 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99807 members 
Mstep: Class 7 contains 8812 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114728 members 
Mstep: Class 10 contains 178077 members 
Mstep: Class 11 contains 6124 members 
Mstep: Class 12 contains 11754 members 
Mstep: Class 13 contains 169009 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51514 members 
Mstep: Class 17 contains 74173 members 
Mstep: Class 18 contains 172964 members 
Mstep: Class 19 contains 177427 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2525 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413344.000000 Penalty: 84149.148438
Iteration 347Q: 25 clusters Score -1.804133e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 61260 members 
Mstep: Class 3 contains 190249 members 
Mstep: Class 4 contains 54928 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99790 members 
Mstep: Class 7 contains 8812 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114757 members 
Mstep: Class 10 contains 178074 members 
Mstep: Class 11 contains 6129 members 
Mstep: Class 12 contains 11760 members 
Mstep: Class 13 contains 169012 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51512 members 
Mstep: Class 17 contains 74171 members 
Mstep: Class 18 contains 172979 members 
Mstep: Class 19 contains 177397 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2525 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413520.000000 Penalty: 84149.148438
Iteration 348Q: 25 clusters Score -1.804135e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 61256 members 
Mstep: Class 3 contains 190262 members 
Mstep: Class 4 contains 54934 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99776 members 
Mstep: Class 7 contains 8812 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114774 members 
Mstep: Class 10 contains 178068 members 
Mstep: Class 11 contains 6130 members 
Mstep: Class 12 contains 11763 members 
Mstep: Class 13 contains 169026 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51503 members 
Mstep: Class 17 contains 74171 members 
Mstep: Class 18 contains 172991 members 
Mstep: Class 19 contains 177365 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2524 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413648.000000 Penalty: 84149.148438
Iteration 349Q: 25 clusters Score -1.804136e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61242 members 
Mstep: Class 3 contains 190281 members 
Mstep: Class 4 contains 54930 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99759 members 
Mstep: Class 7 contains 8812 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114782 members 
Mstep: Class 10 contains 178060 members 
Mstep: Class 11 contains 6129 members 
Mstep: Class 12 contains 11771 members 
Mstep: Class 13 contains 169049 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51499 members 
Mstep: Class 17 contains 74162 members 
Mstep: Class 18 contains 173010 members 
Mstep: Class 19 contains 177346 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2524 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413600.000000 Penalty: 84149.148438
Iteration 350Q: 25 clusters Score -1.804136e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61235 members 
Mstep: Class 3 contains 190289 members 
Mstep: Class 4 contains 54929 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99743 members 
Mstep: Class 7 contains 8812 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114788 members 
Mstep: Class 10 contains 178070 members 
Mstep: Class 11 contains 6130 members 
Mstep: Class 12 contains 11771 members 
Mstep: Class 13 contains 169058 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51495 members 
Mstep: Class 17 contains 74156 members 
Mstep: Class 18 contains 173024 members 
Mstep: Class 19 contains 177332 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2524 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413392.000000 Penalty: 84149.148438
Iteration 351Q: 25 clusters Score -1.804134e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61225 members 
Mstep: Class 3 contains 190303 members 
Mstep: Class 4 contains 54918 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99732 members 
Mstep: Class 7 contains 8812 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114795 members 
Mstep: Class 10 contains 178076 members 
Mstep: Class 11 contains 6130 members 
Mstep: Class 12 contains 11774 members 
Mstep: Class 13 contains 169083 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51489 members 
Mstep: Class 17 contains 74145 members 
Mstep: Class 18 contains 173043 members 
Mstep: Class 19 contains 177307 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2524 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413568.000000 Penalty: 84149.148438
Iteration 352Q: 25 clusters Score -1.804136e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61219 members 
Mstep: Class 3 contains 190318 members 
Mstep: Class 4 contains 54914 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99718 members 
Mstep: Class 7 contains 8812 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114805 members 
Mstep: Class 10 contains 178081 members 
Mstep: Class 11 contains 6131 members 
Mstep: Class 12 contains 11778 members 
Mstep: Class 13 contains 169101 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51486 members 
Mstep: Class 17 contains 74141 members 
Mstep: Class 18 contains 173044 members 
Mstep: Class 19 contains 177284 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2524 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413504.000000 Penalty: 84149.148438
Iteration 353Q: 25 clusters Score -1.804135e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61220 members 
Mstep: Class 3 contains 190333 members 
Mstep: Class 4 contains 54908 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99709 members 
Mstep: Class 7 contains 8811 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114814 members 
Mstep: Class 10 contains 178077 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 11781 members 
Mstep: Class 13 contains 169119 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51487 members 
Mstep: Class 17 contains 74135 members 
Mstep: Class 18 contains 173041 members 
Mstep: Class 19 contains 177265 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2523 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413456.000000 Penalty: 84149.148438
Iteration 354Q: 25 clusters Score -1.804135e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 61207 members 
Mstep: Class 3 contains 190363 members 
Mstep: Class 4 contains 54914 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99690 members 
Mstep: Class 7 contains 8811 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114829 members 
Mstep: Class 10 contains 178076 members 
Mstep: Class 11 contains 6132 members 
Mstep: Class 12 contains 11778 members 
Mstep: Class 13 contains 169133 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51481 members 
Mstep: Class 17 contains 74133 members 
Mstep: Class 18 contains 173019 members 
Mstep: Class 19 contains 177268 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2522 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413520.000000 Penalty: 84149.148438
Iteration 355Q: 25 clusters Score -1.804135e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 61202 members 
Mstep: Class 3 contains 190384 members 
Mstep: Class 4 contains 54902 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99673 members 
Mstep: Class 7 contains 8811 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114830 members 
Mstep: Class 10 contains 178073 members 
Mstep: Class 11 contains 6132 members 
Mstep: Class 12 contains 11773 members 
Mstep: Class 13 contains 169147 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51480 members 
Mstep: Class 17 contains 74136 members 
Mstep: Class 18 contains 173025 members 
Mstep: Class 19 contains 177267 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2522 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413376.000000 Penalty: 84149.148438
Iteration 356Q: 25 clusters Score -1.804134e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 61194 members 
Mstep: Class 3 contains 190395 members 
Mstep: Class 4 contains 54902 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99658 members 
Mstep: Class 7 contains 8811 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114840 members 
Mstep: Class 10 contains 178079 members 
Mstep: Class 11 contains 6132 members 
Mstep: Class 12 contains 11771 members 
Mstep: Class 13 contains 169169 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51476 members 
Mstep: Class 17 contains 74126 members 
Mstep: Class 18 contains 173029 members 
Mstep: Class 19 contains 177253 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2522 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413376.000000 Penalty: 84149.148438
Iteration 357Q: 25 clusters Score -1.804134e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 61188 members 
Mstep: Class 3 contains 190392 members 
Mstep: Class 4 contains 54901 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99647 members 
Mstep: Class 7 contains 8811 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114848 members 
Mstep: Class 10 contains 178091 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 11771 members 
Mstep: Class 13 contains 169190 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51471 members 
Mstep: Class 17 contains 74122 members 
Mstep: Class 18 contains 173039 members 
Mstep: Class 19 contains 177232 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2522 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413472.000000 Penalty: 84149.148438
Iteration 358Q: 25 clusters Score -1.804135e+08 nChanged 364
Entering ConstructFrom: 
Score: -180413472.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (3159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Entering Unmasked Estep 
Score: -413489.312500 Penalty: 1998.386719
	Iteration 0F: 2 clusters Score -413489.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -410348.718750 Penalty: 3996.773438
	Iteration 0F: 3 clusters Score -410348.7 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -411785.875000 Penalty: 3996.773438
	Iteration 1F: 3 clusters Score -411785.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -413008.406250 Penalty: 3996.773438
	Iteration 2F: 3 clusters Score -413008.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -414015.250000 Penalty: 3996.773438
	Iteration 3F: 3 clusters Score -414015.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -414446.062500 Penalty: 3996.773438
	Iteration 4F: 3 clusters Score -414446.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -414584.750000 Penalty: 3996.773438
	Iteration 5Q: 3 clusters Score -414584.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -414635.156250 Penalty: 3996.773438
	Iteration 6Q: 3 clusters Score -414635.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -414657.843750 Penalty: 3996.773438
	Iteration 7Q: 3 clusters Score -414657.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -414671.718750 Penalty: 3996.773438
	Iteration 8Q: 3 clusters Score -414671.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -414677.000000 Penalty: 3996.773438
	Iteration 9Q: 3 clusters Score -414677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -414681.562500 Penalty: 3996.773438
	Iteration 10Q: 3 clusters Score -414681.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -414681.343750 Penalty: 3996.773438
	Iteration 11Q: 3 clusters Score -414681.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -414682.687500 Penalty: 3996.773438
	Iteration 12Q: 3 clusters Score -414682.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -414683.406250 Penalty: 3996.773438
	Iteration 13Q: 3 clusters Score -414683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -414683.687500 Penalty: 3996.773438
	Iteration 14Q: 3 clusters Score -414683.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -414683.687500 Penalty: 3996.773438
	Iteration 15F: 3 clusters Score -414683.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 61181 members 
Mstep: Class 3 contains 190384 members 
Mstep: Class 4 contains 54912 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99632 members 
Mstep: Class 7 contains 8811 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114854 members 
Mstep: Class 10 contains 178075 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 11767 members 
Mstep: Class 13 contains 169207 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51472 members 
Mstep: Class 17 contains 74125 members 
Mstep: Class 18 contains 173046 members 
Mstep: Class 19 contains 177237 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2522 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 2733 members 
Entering Unmasked Estep 
Score: -180411456.000000 Penalty: 87655.367188
Splitting cluster 1 changes total score from -180413472.000000 to -180411456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (61181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Entering Unmasked Estep 
Score: -8128257.500000 Penalty: 2733.354736
	Iteration 0F: 2 clusters Score -8128258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -8087079.000000 Penalty: 5466.709473
	Iteration 0F: 3 clusters Score -8087079 nChanged 28426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -8102950.500000 Penalty: 5466.709473
	Iteration 1F: 3 clusters Score -8102950 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -8103445.000000 Penalty: 5466.709473
	Iteration 2Q: 3 clusters Score -8103445 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -8104148.000000 Penalty: 5466.709473
	Iteration 3Q: 3 clusters Score -8104148 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -8104853.500000 Penalty: 5466.709473
	Iteration 4Q: 3 clusters Score -8104854 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -8105907.000000 Penalty: 5466.709473
	Iteration 5Q: 3 clusters Score -8105907 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -8107501.500000 Penalty: 5466.709473
	Iteration 6F: 3 clusters Score -8107502 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -8109705.000000 Penalty: 5466.709473
	Iteration 7F: 3 clusters Score -8109705 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -8112549.000000 Penalty: 5466.709473
	Iteration 8F: 3 clusters Score -8112549 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -8116033.500000 Penalty: 5466.709473
	Iteration 9F: 3 clusters Score -8116034 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -8119432.000000 Penalty: 5466.709473
	Iteration 10F: 3 clusters Score -8119432 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -8122330.500000 Penalty: 5466.709473
	Iteration 11Q: 3 clusters Score -8122330 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55231 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -8124422.500000 Penalty: 5466.709473
	Iteration 12Q: 3 clusters Score -8124422 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55912 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -8125429.000000 Penalty: 5466.709473
	Iteration 13Q: 3 clusters Score -8125429 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -8125850.500000 Penalty: 5466.709473
	Iteration 14Q: 3 clusters Score -8125850 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56517 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -8126062.000000 Penalty: 5466.709473
	Iteration 15Q: 3 clusters Score -8126062 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56757 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -8126191.500000 Penalty: 5466.709473
	Iteration 16Q: 3 clusters Score -8126192 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56949 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -8126286.500000 Penalty: 5466.709473
	Iteration 17Q: 3 clusters Score -8126286 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57096 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -8126348.000000 Penalty: 5466.709473
	Iteration 18Q: 3 clusters Score -8126348 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57214 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -8126388.000000 Penalty: 5466.709473
	Iteration 19Q: 3 clusters Score -8126388 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57322 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -8126401.000000 Penalty: 5466.709473
	Iteration 20F: 3 clusters Score -8126401 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57423 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -8126432.000000 Penalty: 5466.709473
	Iteration 21Q: 3 clusters Score -8126432 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57499 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -8126459.000000 Penalty: 5466.709473
	Iteration 22Q: 3 clusters Score -8126459 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -8126467.000000 Penalty: 5466.709473
	Iteration 23Q: 3 clusters Score -8126467 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57610 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -8126473.500000 Penalty: 5466.709473
	Iteration 24Q: 3 clusters Score -8126474 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57668 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -8126478.500000 Penalty: 5466.709473
	Iteration 25Q: 3 clusters Score -8126478 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57717 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -8126471.500000 Penalty: 5466.709473
	Iteration 26Q: 3 clusters Score -8126472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57754 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -8126503.500000 Penalty: 5466.709473
	Iteration 27Q: 3 clusters Score -8126504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57779 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -8126503.000000 Penalty: 5466.709473
	Iteration 28Q: 3 clusters Score -8126503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57809 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -8126501.000000 Penalty: 5466.709473
	Iteration 29Q: 3 clusters Score -8126501 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57847 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -8126510.500000 Penalty: 5466.709473
	Iteration 30Q: 3 clusters Score -8126510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57889 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -8126510.000000 Penalty: 5466.709473
	Iteration 31Q: 3 clusters Score -8126510 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -8126549.000000 Penalty: 5466.709473
	Iteration 32Q: 3 clusters Score -8126549 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57987 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -8126550.000000 Penalty: 5466.709473
	Iteration 33Q: 3 clusters Score -8126550 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58037 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -8126554.000000 Penalty: 5466.709473
	Iteration 34Q: 3 clusters Score -8126554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -8126577.500000 Penalty: 5466.709473
	Iteration 35Q: 3 clusters Score -8126578 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58140 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -8126579.000000 Penalty: 5466.709473
	Iteration 36Q: 3 clusters Score -8126579 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58186 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -8126580.500000 Penalty: 5466.709473
	Iteration 37Q: 3 clusters Score -8126580 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58228 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -8126597.500000 Penalty: 5466.709473
	Iteration 38Q: 3 clusters Score -8126598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -8126599.500000 Penalty: 5466.709473
	Iteration 39Q: 3 clusters Score -8126600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58293 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -8126614.000000 Penalty: 5466.709473
	Iteration 40F: 3 clusters Score -8126614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -8126615.000000 Penalty: 5466.709473
	Iteration 41Q: 3 clusters Score -8126615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58335 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -8126615.500000 Penalty: 5466.709473
	Iteration 42Q: 3 clusters Score -8126616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58344 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -8126621.500000 Penalty: 5466.709473
	Iteration 43Q: 3 clusters Score -8126622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58351 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -8126622.500000 Penalty: 5466.709473
	Iteration 44Q: 3 clusters Score -8126622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58365 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -8126640.500000 Penalty: 5466.709473
	Iteration 45Q: 3 clusters Score -8126640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -8126630.500000 Penalty: 5466.709473
	Iteration 46Q: 3 clusters Score -8126630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -8126632.000000 Penalty: 5466.709473
	Iteration 47Q: 3 clusters Score -8126632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58398 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -8126629.000000 Penalty: 5466.709473
	Iteration 48Q: 3 clusters Score -8126629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -8126628.000000 Penalty: 5466.709473
	Iteration 49Q: 3 clusters Score -8126628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58419 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -8126633.000000 Penalty: 5466.709473
	Iteration 50Q: 3 clusters Score -8126633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -8126637.000000 Penalty: 5466.709473
	Iteration 51Q: 3 clusters Score -8126637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58432 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -8126636.000000 Penalty: 5466.709473
	Iteration 52Q: 3 clusters Score -8126636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58438 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -8126630.000000 Penalty: 5466.709473
	Iteration 53Q: 3 clusters Score -8126630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -8126624.000000 Penalty: 5466.709473
	Iteration 54Q: 3 clusters Score -8126624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -8126630.000000 Penalty: 5466.709473
	Iteration 55Q: 3 clusters Score -8126630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -8126636.500000 Penalty: 5466.709473
	Iteration 56Q: 3 clusters Score -8126636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58475 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -8126631.500000 Penalty: 5466.709473
	Iteration 57Q: 3 clusters Score -8126632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -8126629.500000 Penalty: 5466.709473
	Iteration 58Q: 3 clusters Score -8126630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58481 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -8126632.500000 Penalty: 5466.709473
	Iteration 59Q: 3 clusters Score -8126632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58482 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -8126635.000000 Penalty: 5466.709473
	Iteration 60F: 3 clusters Score -8126635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (190384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190384 members 
Entering Unmasked Estep 
Score: -25502374.000000 Penalty: 3014.885986
	Iteration 0F: 2 clusters Score -2.550237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95042 members 
Mstep: Class 2 contains 95342 members 
Entering Unmasked Estep 
Score: -25383824.000000 Penalty: 6029.771973
	Iteration 0F: 3 clusters Score -2.538382e+07 nChanged 91529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92987 members 
Mstep: Class 2 contains 97397 members 
Entering Unmasked Estep 
Score: -25437944.000000 Penalty: 6029.771973
	Iteration 1F: 3 clusters Score -2.543794e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91959 members 
Mstep: Class 2 contains 98425 members 
Entering Unmasked Estep 
Score: -25439408.000000 Penalty: 6029.771973
	Iteration 2Q: 3 clusters Score -2.543941e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90429 members 
Mstep: Class 2 contains 99955 members 
Entering Unmasked Estep 
Score: -25441122.000000 Penalty: 6029.771973
	Iteration 3Q: 3 clusters Score -2.544112e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88082 members 
Mstep: Class 2 contains 102302 members 
Entering Unmasked Estep 
Score: -25443804.000000 Penalty: 6029.771973
	Iteration 4Q: 3 clusters Score -2.54438e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85160 members 
Mstep: Class 2 contains 105224 members 
Entering Unmasked Estep 
Score: -25448572.000000 Penalty: 6029.771973
	Iteration 5Q: 3 clusters Score -2.544857e+07 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81845 members 
Mstep: Class 2 contains 108539 members 
Entering Unmasked Estep 
Score: -25456138.000000 Penalty: 6029.771973
	Iteration 6F: 3 clusters Score -2.545614e+07 nChanged 12557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78860 members 
Mstep: Class 2 contains 111524 members 
Entering Unmasked Estep 
Score: -25466660.000000 Penalty: 6029.771973
	Iteration 7F: 3 clusters Score -2.546666e+07 nChanged 13095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77203 members 
Mstep: Class 2 contains 113181 members 
Entering Unmasked Estep 
Score: -25477018.000000 Penalty: 6029.771973
	Iteration 8F: 3 clusters Score -2.547702e+07 nChanged 10403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76662 members 
Mstep: Class 2 contains 113722 members 
Entering Unmasked Estep 
Score: -25481904.000000 Penalty: 6029.771973
	Iteration 9F: 3 clusters Score -2.54819e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76564 members 
Mstep: Class 2 contains 113820 members 
Entering Unmasked Estep 
Score: -25484054.000000 Penalty: 6029.771973
	Iteration 10Q: 3 clusters Score -2.548405e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76588 members 
Mstep: Class 2 contains 113796 members 
Entering Unmasked Estep 
Score: -25485250.000000 Penalty: 6029.771973
	Iteration 11Q: 3 clusters Score -2.548525e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76743 members 
Mstep: Class 2 contains 113641 members 
Entering Unmasked Estep 
Score: -25486384.000000 Penalty: 6029.771973
	Iteration 12Q: 3 clusters Score -2.548638e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77110 members 
Mstep: Class 2 contains 113274 members 
Entering Unmasked Estep 
Score: -25487390.000000 Penalty: 6029.771973
	Iteration 13Q: 3 clusters Score -2.548739e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77666 members 
Mstep: Class 2 contains 112718 members 
Entering Unmasked Estep 
Score: -25488178.000000 Penalty: 6029.771973
	Iteration 14Q: 3 clusters Score -2.548818e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78344 members 
Mstep: Class 2 contains 112040 members 
Entering Unmasked Estep 
Score: -25488936.000000 Penalty: 6029.771973
	Iteration 15Q: 3 clusters Score -2.548894e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79094 members 
Mstep: Class 2 contains 111290 members 
Entering Unmasked Estep 
Score: -25489510.000000 Penalty: 6029.771973
	Iteration 16Q: 3 clusters Score -2.548951e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79983 members 
Mstep: Class 2 contains 110401 members 
Entering Unmasked Estep 
Score: -25490080.000000 Penalty: 6029.771973
	Iteration 17Q: 3 clusters Score -2.549008e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80898 members 
Mstep: Class 2 contains 109486 members 
Entering Unmasked Estep 
Score: -25490682.000000 Penalty: 6029.771973
	Iteration 18Q: 3 clusters Score -2.549068e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81820 members 
Mstep: Class 2 contains 108564 members 
Entering Unmasked Estep 
Score: -25491102.000000 Penalty: 6029.771973
	Iteration 19Q: 3 clusters Score -2.54911e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82872 members 
Mstep: Class 2 contains 107512 members 
Entering Unmasked Estep 
Score: -25491486.000000 Penalty: 6029.771973
	Iteration 20F: 3 clusters Score -2.549149e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83958 members 
Mstep: Class 2 contains 106426 members 
Entering Unmasked Estep 
Score: -25491794.000000 Penalty: 6029.771973
	Iteration 21Q: 3 clusters Score -2.549179e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85086 members 
Mstep: Class 2 contains 105298 members 
Entering Unmasked Estep 
Score: -25492220.000000 Penalty: 6029.771973
	Iteration 22Q: 3 clusters Score -2.549222e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86276 members 
Mstep: Class 2 contains 104108 members 
Entering Unmasked Estep 
Score: -25492514.000000 Penalty: 6029.771973
	Iteration 23Q: 3 clusters Score -2.549251e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87491 members 
Mstep: Class 2 contains 102893 members 
Entering Unmasked Estep 
Score: -25492886.000000 Penalty: 6029.771973
	Iteration 24Q: 3 clusters Score -2.549289e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88776 members 
Mstep: Class 2 contains 101608 members 
Entering Unmasked Estep 
Score: -25493170.000000 Penalty: 6029.771973
	Iteration 25Q: 3 clusters Score -2.549317e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90099 members 
Mstep: Class 2 contains 100285 members 
Entering Unmasked Estep 
Score: -25493398.000000 Penalty: 6029.771973
	Iteration 26Q: 3 clusters Score -2.54934e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91409 members 
Mstep: Class 2 contains 98975 members 
Entering Unmasked Estep 
Score: -25493670.000000 Penalty: 6029.771973
	Iteration 27Q: 3 clusters Score -2.549367e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92710 members 
Mstep: Class 2 contains 97674 members 
Entering Unmasked Estep 
Score: -25493904.000000 Penalty: 6029.771973
	Iteration 28Q: 3 clusters Score -2.54939e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94002 members 
Mstep: Class 2 contains 96382 members 
Entering Unmasked Estep 
Score: -25494102.000000 Penalty: 6029.771973
	Iteration 29Q: 3 clusters Score -2.54941e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95302 members 
Mstep: Class 2 contains 95082 members 
Entering Unmasked Estep 
Score: -25494268.000000 Penalty: 6029.771973
	Iteration 30Q: 3 clusters Score -2.549427e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96670 members 
Mstep: Class 2 contains 93714 members 
Entering Unmasked Estep 
Score: -25494468.000000 Penalty: 6029.771973
	Iteration 31Q: 3 clusters Score -2.549447e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98011 members 
Mstep: Class 2 contains 92373 members 
Entering Unmasked Estep 
Score: -25494646.000000 Penalty: 6029.771973
	Iteration 32Q: 3 clusters Score -2.549465e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99397 members 
Mstep: Class 2 contains 90987 members 
Entering Unmasked Estep 
Score: -25494788.000000 Penalty: 6029.771973
	Iteration 33Q: 3 clusters Score -2.549479e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100811 members 
Mstep: Class 2 contains 89573 members 
Entering Unmasked Estep 
Score: -25494998.000000 Penalty: 6029.771973
	Iteration 34Q: 3 clusters Score -2.5495e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102219 members 
Mstep: Class 2 contains 88165 members 
Entering Unmasked Estep 
Score: -25495186.000000 Penalty: 6029.771973
	Iteration 35Q: 3 clusters Score -2.549519e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103581 members 
Mstep: Class 2 contains 86803 members 
Entering Unmasked Estep 
Score: -25495380.000000 Penalty: 6029.771973
	Iteration 36Q: 3 clusters Score -2.549538e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104920 members 
Mstep: Class 2 contains 85464 members 
Entering Unmasked Estep 
Score: -25495584.000000 Penalty: 6029.771973
	Iteration 37Q: 3 clusters Score -2.549558e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106282 members 
Mstep: Class 2 contains 84102 members 
Entering Unmasked Estep 
Score: -25495752.000000 Penalty: 6029.771973
	Iteration 38Q: 3 clusters Score -2.549575e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107709 members 
Mstep: Class 2 contains 82675 members 
Entering Unmasked Estep 
Score: -25495930.000000 Penalty: 6029.771973
	Iteration 39Q: 3 clusters Score -2.549593e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109159 members 
Mstep: Class 2 contains 81225 members 
Entering Unmasked Estep 
Score: -25496152.000000 Penalty: 6029.771973
	Iteration 40F: 3 clusters Score -2.549615e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110644 members 
Mstep: Class 2 contains 79740 members 
Entering Unmasked Estep 
Score: -25496360.000000 Penalty: 6029.771973
	Iteration 41Q: 3 clusters Score -2.549636e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112208 members 
Mstep: Class 2 contains 78176 members 
Entering Unmasked Estep 
Score: -25496632.000000 Penalty: 6029.771973
	Iteration 42Q: 3 clusters Score -2.549663e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113718 members 
Mstep: Class 2 contains 76666 members 
Entering Unmasked Estep 
Score: -25496840.000000 Penalty: 6029.771973
	Iteration 43Q: 3 clusters Score -2.549684e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115238 members 
Mstep: Class 2 contains 75146 members 
Entering Unmasked Estep 
Score: -25497062.000000 Penalty: 6029.771973
	Iteration 44Q: 3 clusters Score -2.549706e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116789 members 
Mstep: Class 2 contains 73595 members 
Entering Unmasked Estep 
Score: -25497262.000000 Penalty: 6029.771973
	Iteration 45Q: 3 clusters Score -2.549726e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118402 members 
Mstep: Class 2 contains 71982 members 
Entering Unmasked Estep 
Score: -25497446.000000 Penalty: 6029.771973
	Iteration 46Q: 3 clusters Score -2.549745e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120015 members 
Mstep: Class 2 contains 70369 members 
Entering Unmasked Estep 
Score: -25497714.000000 Penalty: 6029.771973
	Iteration 47Q: 3 clusters Score -2.549771e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121669 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -25498002.000000 Penalty: 6029.771973
	Iteration 48Q: 3 clusters Score -2.5498e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123315 members 
Mstep: Class 2 contains 67069 members 
Entering Unmasked Estep 
Score: -25498244.000000 Penalty: 6029.771973
	Iteration 49Q: 3 clusters Score -2.549824e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124944 members 
Mstep: Class 2 contains 65440 members 
Entering Unmasked Estep 
Score: -25498466.000000 Penalty: 6029.771973
	Iteration 50Q: 3 clusters Score -2.549847e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126500 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -25498772.000000 Penalty: 6029.771973
	Iteration 51Q: 3 clusters Score -2.549877e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128082 members 
Mstep: Class 2 contains 62302 members 
Entering Unmasked Estep 
Score: -25499000.000000 Penalty: 6029.771973
	Iteration 52Q: 3 clusters Score -2.5499e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129703 members 
Mstep: Class 2 contains 60681 members 
Entering Unmasked Estep 
Score: -25499244.000000 Penalty: 6029.771973
	Iteration 53Q: 3 clusters Score -2.549924e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131331 members 
Mstep: Class 2 contains 59053 members 
Entering Unmasked Estep 
Score: -25499536.000000 Penalty: 6029.771973
	Iteration 54Q: 3 clusters Score -2.549954e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132977 members 
Mstep: Class 2 contains 57407 members 
Entering Unmasked Estep 
Score: -25499708.000000 Penalty: 6029.771973
	Iteration 55Q: 3 clusters Score -2.549971e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134629 members 
Mstep: Class 2 contains 55755 members 
Entering Unmasked Estep 
Score: -25499810.000000 Penalty: 6029.771973
	Iteration 56Q: 3 clusters Score -2.549981e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136255 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -25500074.000000 Penalty: 6029.771973
	Iteration 57Q: 3 clusters Score -2.550007e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137837 members 
Mstep: Class 2 contains 52547 members 
Entering Unmasked Estep 
Score: -25500366.000000 Penalty: 6029.771973
	Iteration 58Q: 3 clusters Score -2.550037e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139434 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -25500640.000000 Penalty: 6029.771973
	Iteration 59Q: 3 clusters Score -2.550064e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140944 members 
Mstep: Class 2 contains 49440 members 
Entering Unmasked Estep 
Score: -25500970.000000 Penalty: 6029.771973
	Iteration 60F: 3 clusters Score -2.550097e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142452 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -25501190.000000 Penalty: 6029.771973
	Iteration 61Q: 3 clusters Score -2.550119e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143962 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -25501412.000000 Penalty: 6029.771973
	Iteration 62Q: 3 clusters Score -2.550141e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145448 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -25501630.000000 Penalty: 6029.771973
	Iteration 63Q: 3 clusters Score -2.550163e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146891 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -25501806.000000 Penalty: 6029.771973
	Iteration 64Q: 3 clusters Score -2.550181e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148341 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -25502030.000000 Penalty: 6029.771973
	Iteration 65Q: 3 clusters Score -2.550203e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149734 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -25502094.000000 Penalty: 6029.771973
	Iteration 66Q: 3 clusters Score -2.550209e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151136 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -25502274.000000 Penalty: 6029.771973
	Iteration 67Q: 3 clusters Score -2.550227e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152502 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -25502514.000000 Penalty: 6029.771973
	Iteration 68Q: 3 clusters Score -2.550251e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153820 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -25502656.000000 Penalty: 6029.771973
	Iteration 69Q: 3 clusters Score -2.550266e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155078 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -25502878.000000 Penalty: 6029.771973
	Iteration 70Q: 3 clusters Score -2.550288e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156293 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -25502918.000000 Penalty: 6029.771973
	Iteration 71Q: 3 clusters Score -2.550292e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157514 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -25503030.000000 Penalty: 6029.771973
	Iteration 72Q: 3 clusters Score -2.550303e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158679 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -25503128.000000 Penalty: 6029.771973
	Iteration 73Q: 3 clusters Score -2.550313e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159761 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -25503226.000000 Penalty: 6029.771973
	Iteration 74Q: 3 clusters Score -2.550323e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160801 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -25503240.000000 Penalty: 6029.771973
	Iteration 75Q: 3 clusters Score -2.550324e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161817 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -25503288.000000 Penalty: 6029.771973
	Iteration 76Q: 3 clusters Score -2.550329e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162831 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -25503186.000000 Penalty: 6029.771973
	Iteration 77Q: 3 clusters Score -2.550319e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163809 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -25503280.000000 Penalty: 6029.771973
	Iteration 78Q: 3 clusters Score -2.550328e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164755 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -25503392.000000 Penalty: 6029.771973
	Iteration 79Q: 3 clusters Score -2.550339e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165627 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -25503266.000000 Penalty: 6029.771973
	Iteration 80F: 3 clusters Score -2.550327e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166438 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -25503272.000000 Penalty: 6029.771973
	Iteration 81Q: 3 clusters Score -2.550327e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167239 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -25503398.000000 Penalty: 6029.771973
	Iteration 82Q: 3 clusters Score -2.55034e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168022 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -25503356.000000 Penalty: 6029.771973
	Iteration 83Q: 3 clusters Score -2.550336e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168755 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -25503248.000000 Penalty: 6029.771973
	Iteration 84Q: 3 clusters Score -2.550325e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169528 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -25503354.000000 Penalty: 6029.771973
	Iteration 85Q: 3 clusters Score -2.550335e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170230 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -25503266.000000 Penalty: 6029.771973
	Iteration 86Q: 3 clusters Score -2.550327e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170911 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -25503286.000000 Penalty: 6029.771973
	Iteration 87Q: 3 clusters Score -2.550329e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171591 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -25503258.000000 Penalty: 6029.771973
	Iteration 88Q: 3 clusters Score -2.550326e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172220 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -25503284.000000 Penalty: 6029.771973
	Iteration 89Q: 3 clusters Score -2.550328e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172812 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -25503230.000000 Penalty: 6029.771973
	Iteration 90Q: 3 clusters Score -2.550323e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173399 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -25503172.000000 Penalty: 6029.771973
	Iteration 91Q: 3 clusters Score -2.550317e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173940 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -25503204.000000 Penalty: 6029.771973
	Iteration 92Q: 3 clusters Score -2.55032e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174458 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -25503262.000000 Penalty: 6029.771973
	Iteration 93Q: 3 clusters Score -2.550326e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174985 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -25503202.000000 Penalty: 6029.771973
	Iteration 94Q: 3 clusters Score -2.55032e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175492 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -25503080.000000 Penalty: 6029.771973
	Iteration 95Q: 3 clusters Score -2.550308e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176005 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -25502968.000000 Penalty: 6029.771973
	Iteration 96Q: 3 clusters Score -2.550297e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176488 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -25502988.000000 Penalty: 6029.771973
	Iteration 97Q: 3 clusters Score -2.550299e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176971 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -25502934.000000 Penalty: 6029.771973
	Iteration 98Q: 3 clusters Score -2.550293e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177442 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -25502812.000000 Penalty: 6029.771973
	Iteration 99Q: 3 clusters Score -2.550281e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177908 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -25502744.000000 Penalty: 6029.771973
	Iteration 100F: 3 clusters Score -2.550274e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178364 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -25502648.000000 Penalty: 6029.771973
	Iteration 101Q: 3 clusters Score -2.550265e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178775 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -25502698.000000 Penalty: 6029.771973
	Iteration 102Q: 3 clusters Score -2.55027e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179203 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -25502608.000000 Penalty: 6029.771973
	Iteration 103Q: 3 clusters Score -2.550261e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179646 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -25502634.000000 Penalty: 6029.771973
	Iteration 104Q: 3 clusters Score -2.550263e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180066 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -25502626.000000 Penalty: 6029.771973
	Iteration 105Q: 3 clusters Score -2.550263e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180429 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -25502596.000000 Penalty: 6029.771973
	Iteration 106Q: 3 clusters Score -2.55026e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180775 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -25502578.000000 Penalty: 6029.771973
	Iteration 107Q: 3 clusters Score -2.550258e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181130 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -25502518.000000 Penalty: 6029.771973
	Iteration 108Q: 3 clusters Score -2.550252e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181469 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -25502458.000000 Penalty: 6029.771973
	Iteration 109Q: 3 clusters Score -2.550246e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181768 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -25502424.000000 Penalty: 6029.771973
	Iteration 110Q: 3 clusters Score -2.550242e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182040 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -25502362.000000 Penalty: 6029.771973
	Iteration 111Q: 3 clusters Score -2.550236e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182288 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -25502348.000000 Penalty: 6029.771973
	Iteration 112Q: 3 clusters Score -2.550235e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182539 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -25502282.000000 Penalty: 6029.771973
	Iteration 113Q: 3 clusters Score -2.550228e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182802 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -25502252.000000 Penalty: 6029.771973
	Iteration 114Q: 3 clusters Score -2.550225e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183055 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -25502226.000000 Penalty: 6029.771973
	Iteration 115Q: 3 clusters Score -2.550223e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183290 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -25502216.000000 Penalty: 6029.771973
	Iteration 116Q: 3 clusters Score -2.550222e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183516 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -25502100.000000 Penalty: 6029.771973
	Iteration 117Q: 3 clusters Score -2.55021e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183763 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -25502066.000000 Penalty: 6029.771973
	Iteration 118Q: 3 clusters Score -2.550207e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184023 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -25502006.000000 Penalty: 6029.771973
	Iteration 119Q: 3 clusters Score -2.550201e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184245 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -25501942.000000 Penalty: 6029.771973
	Iteration 120F: 3 clusters Score -2.550194e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184456 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -25501908.000000 Penalty: 6029.771973
	Iteration 121Q: 3 clusters Score -2.550191e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184646 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -25501858.000000 Penalty: 6029.771973
	Iteration 122Q: 3 clusters Score -2.550186e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184842 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -25501832.000000 Penalty: 6029.771973
	Iteration 123Q: 3 clusters Score -2.550183e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185025 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -25501792.000000 Penalty: 6029.771973
	Iteration 124Q: 3 clusters Score -2.550179e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185202 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -25501768.000000 Penalty: 6029.771973
	Iteration 125Q: 3 clusters Score -2.550177e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185365 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -25501706.000000 Penalty: 6029.771973
	Iteration 126Q: 3 clusters Score -2.550171e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185518 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -25501714.000000 Penalty: 6029.771973
	Iteration 127Q: 3 clusters Score -2.550171e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185664 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -25501708.000000 Penalty: 6029.771973
	Iteration 128Q: 3 clusters Score -2.550171e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185802 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -25501634.000000 Penalty: 6029.771973
	Iteration 129Q: 3 clusters Score -2.550163e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185921 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -25501600.000000 Penalty: 6029.771973
	Iteration 130Q: 3 clusters Score -2.55016e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186037 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -25501544.000000 Penalty: 6029.771973
	Iteration 131Q: 3 clusters Score -2.550154e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186152 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -25501516.000000 Penalty: 6029.771973
	Iteration 132Q: 3 clusters Score -2.550152e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186254 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -25501516.000000 Penalty: 6029.771973
	Iteration 133Q: 3 clusters Score -2.550152e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186361 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -25501502.000000 Penalty: 6029.771973
	Iteration 134Q: 3 clusters Score -2.55015e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186467 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -25501452.000000 Penalty: 6029.771973
	Iteration 135Q: 3 clusters Score -2.550145e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186556 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -25501436.000000 Penalty: 6029.771973
	Iteration 136Q: 3 clusters Score -2.550144e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186635 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -25501438.000000 Penalty: 6029.771973
	Iteration 137Q: 3 clusters Score -2.550144e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186706 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -25501406.000000 Penalty: 6029.771973
	Iteration 138Q: 3 clusters Score -2.550141e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186775 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -25501368.000000 Penalty: 6029.771973
	Iteration 139Q: 3 clusters Score -2.550137e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186847 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -25501368.000000 Penalty: 6029.771973
	Iteration 140F: 3 clusters Score -2.550137e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186917 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -25501404.000000 Penalty: 6029.771973
	Iteration 141Q: 3 clusters Score -2.55014e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186964 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -25501368.000000 Penalty: 6029.771973
	Iteration 142Q: 3 clusters Score -2.550137e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187018 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -25501362.000000 Penalty: 6029.771973
	Iteration 143Q: 3 clusters Score -2.550136e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187073 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -25501364.000000 Penalty: 6029.771973
	Iteration 144Q: 3 clusters Score -2.550136e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187119 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -25501340.000000 Penalty: 6029.771973
	Iteration 145Q: 3 clusters Score -2.550134e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187176 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -25501290.000000 Penalty: 6029.771973
	Iteration 146Q: 3 clusters Score -2.550129e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187233 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -25501266.000000 Penalty: 6029.771973
	Iteration 147Q: 3 clusters Score -2.550127e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187290 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -25501244.000000 Penalty: 6029.771973
	Iteration 148Q: 3 clusters Score -2.550124e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187345 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -25501234.000000 Penalty: 6029.771973
	Iteration 149Q: 3 clusters Score -2.550123e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187408 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -25501200.000000 Penalty: 6029.771973
	Iteration 150Q: 3 clusters Score -2.55012e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187451 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -25501196.000000 Penalty: 6029.771973
	Iteration 151Q: 3 clusters Score -2.55012e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187491 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -25501184.000000 Penalty: 6029.771973
	Iteration 152Q: 3 clusters Score -2.550118e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187533 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -25501178.000000 Penalty: 6029.771973
	Iteration 153Q: 3 clusters Score -2.550118e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187587 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -25501174.000000 Penalty: 6029.771973
	Iteration 154Q: 3 clusters Score -2.550117e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187634 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -25501128.000000 Penalty: 6029.771973
	Iteration 155Q: 3 clusters Score -2.550113e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187685 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -25501156.000000 Penalty: 6029.771973
	Iteration 156Q: 3 clusters Score -2.550116e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187730 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -25501154.000000 Penalty: 6029.771973
	Iteration 157Q: 3 clusters Score -2.550115e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187764 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -25501144.000000 Penalty: 6029.771973
	Iteration 158Q: 3 clusters Score -2.550114e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187788 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -25501118.000000 Penalty: 6029.771973
	Iteration 159Q: 3 clusters Score -2.550112e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187821 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -25501128.000000 Penalty: 6029.771973
	Iteration 160F: 3 clusters Score -2.550113e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187846 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -25501080.000000 Penalty: 6029.771973
	Iteration 161Q: 3 clusters Score -2.550108e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187873 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -25501070.000000 Penalty: 6029.771973
	Iteration 162Q: 3 clusters Score -2.550107e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187891 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -25501046.000000 Penalty: 6029.771973
	Iteration 163Q: 3 clusters Score -2.550105e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187904 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -25501098.000000 Penalty: 6029.771973
	Iteration 164Q: 3 clusters Score -2.55011e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187917 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -25501088.000000 Penalty: 6029.771973
	Iteration 165Q: 3 clusters Score -2.550109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187925 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -25501082.000000 Penalty: 6029.771973
	Iteration 166Q: 3 clusters Score -2.550108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187937 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -25501074.000000 Penalty: 6029.771973
	Iteration 167Q: 3 clusters Score -2.550107e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187951 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -25501084.000000 Penalty: 6029.771973
	Iteration 168Q: 3 clusters Score -2.550108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187959 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -25501050.000000 Penalty: 6029.771973
	Iteration 169Q: 3 clusters Score -2.550105e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187971 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -25501038.000000 Penalty: 6029.771973
	Iteration 170Q: 3 clusters Score -2.550104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187979 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -25501048.000000 Penalty: 6029.771973
	Iteration 171Q: 3 clusters Score -2.550105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187982 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -25501036.000000 Penalty: 6029.771973
	Iteration 172Q: 3 clusters Score -2.550104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187986 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -25501044.000000 Penalty: 6029.771973
	Iteration 173Q: 3 clusters Score -2.550104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187988 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -25501046.000000 Penalty: 6029.771973
	Iteration 174Q: 3 clusters Score -2.550105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187993 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -25501048.000000 Penalty: 6029.771973
	Iteration 175Q: 3 clusters Score -2.550105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188000 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -25501060.000000 Penalty: 6029.771973
	Iteration 176Q: 3 clusters Score -2.550106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188006 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -25501058.000000 Penalty: 6029.771973
	Iteration 177Q: 3 clusters Score -2.550106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188007 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -25501052.000000 Penalty: 6029.771973
	Iteration 178Q: 3 clusters Score -2.550105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188008 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -25501048.000000 Penalty: 6029.771973
	Iteration 179Q: 3 clusters Score -2.550105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188011 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -25501048.000000 Penalty: 6029.771973
	Iteration 180F: 3 clusters Score -2.550105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188012 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -25501048.000000 Penalty: 6029.771973
	Iteration 181Q: 3 clusters Score -2.550105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188016 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -25501028.000000 Penalty: 6029.771973
	Iteration 182Q: 3 clusters Score -2.550103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188018 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -25501014.000000 Penalty: 6029.771973
	Iteration 183Q: 3 clusters Score -2.550101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188020 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -25501028.000000 Penalty: 6029.771973
	Iteration 184Q: 3 clusters Score -2.550103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188021 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -25501028.000000 Penalty: 6029.771973
	Iteration 185Q: 3 clusters Score -2.550103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188024 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -25501020.000000 Penalty: 6029.771973
	Iteration 186Q: 3 clusters Score -2.550102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188030 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -25501006.000000 Penalty: 6029.771973
	Iteration 187Q: 3 clusters Score -2.550101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188035 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -25501002.000000 Penalty: 6029.771973
	Iteration 188Q: 3 clusters Score -2.5501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188038 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -25501002.000000 Penalty: 6029.771973
	Iteration 189Q: 3 clusters Score -2.5501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188045 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -25501008.000000 Penalty: 6029.771973
	Iteration 190Q: 3 clusters Score -2.550101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188051 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -25501020.000000 Penalty: 6029.771973
	Iteration 191Q: 3 clusters Score -2.550102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188054 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -25501022.000000 Penalty: 6029.771973
	Iteration 192Q: 3 clusters Score -2.550102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188057 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -25501018.000000 Penalty: 6029.771973
	Iteration 193Q: 3 clusters Score -2.550102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188059 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -25501024.000000 Penalty: 6029.771973
	Iteration 194Q: 3 clusters Score -2.550102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188060 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -25501024.000000 Penalty: 6029.771973
	Iteration 195Q: 3 clusters Score -2.550102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188062 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -25501036.000000 Penalty: 6029.771973
	Iteration 196Q: 3 clusters Score -2.550104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188065 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -25501030.000000 Penalty: 6029.771973
	Iteration 197Q: 3 clusters Score -2.550103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188068 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -25501024.000000 Penalty: 6029.771973
	Iteration 198Q: 3 clusters Score -2.550102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188068 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -25501024.000000 Penalty: 6029.771973
	Iteration 199F: 3 clusters Score -2.550102e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (54912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54912 members 
Entering Unmasked Estep 
Score: -7337697.000000 Penalty: 2706.544922
	Iteration 0F: 2 clusters Score -7337697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -7300896.500000 Penalty: 5413.089844
	Iteration 0F: 3 clusters Score -7300896 nChanged 25447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -7314860.500000 Penalty: 5413.089844
	Iteration 1F: 3 clusters Score -7314860 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -7315437.000000 Penalty: 5413.089844
	Iteration 2Q: 3 clusters Score -7315437 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -7316051.500000 Penalty: 5413.089844
	Iteration 3Q: 3 clusters Score -7316052 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -7316826.500000 Penalty: 5413.089844
	Iteration 4Q: 3 clusters Score -7316826 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -7318075.500000 Penalty: 5413.089844
	Iteration 5Q: 3 clusters Score -7318076 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -7320195.500000 Penalty: 5413.089844
	Iteration 6F: 3 clusters Score -7320196 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -7323807.500000 Penalty: 5413.089844
	Iteration 7F: 3 clusters Score -7323808 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -7328273.000000 Penalty: 5413.089844
	Iteration 8F: 3 clusters Score -7328273 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49772 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -7332101.500000 Penalty: 5413.089844
	Iteration 9F: 3 clusters Score -7332102 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51664 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -7334139.000000 Penalty: 5413.089844
	Iteration 10Q: 3 clusters Score -7334139 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52506 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -7335126.000000 Penalty: 5413.089844
	Iteration 11Q: 3 clusters Score -7335126 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -7335529.000000 Penalty: 5413.089844
	Iteration 12Q: 3 clusters Score -7335529 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52952 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -7335778.500000 Penalty: 5413.089844
	Iteration 13Q: 3 clusters Score -7335778 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53046 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -7335909.000000 Penalty: 5413.089844
	Iteration 14Q: 3 clusters Score -7335909 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -7335949.500000 Penalty: 5413.089844
	Iteration 15Q: 3 clusters Score -7335950 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -7335986.500000 Penalty: 5413.089844
	Iteration 16Q: 3 clusters Score -7335986 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53167 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -7335999.500000 Penalty: 5413.089844
	Iteration 17Q: 3 clusters Score -7336000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -7336012.500000 Penalty: 5413.089844
	Iteration 18Q: 3 clusters Score -7336012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7336014.000000 Penalty: 5413.089844
	Iteration 19Q: 3 clusters Score -7336014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53207 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -7336023.500000 Penalty: 5413.089844
	Iteration 20F: 3 clusters Score -7336024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7336024.500000 Penalty: 5413.089844
	Iteration 21Q: 3 clusters Score -7336024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7336029.500000 Penalty: 5413.089844
	Iteration 22Q: 3 clusters Score -7336030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53217 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -7336034.500000 Penalty: 5413.089844
	Iteration 23Q: 3 clusters Score -7336034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7336032.000000 Penalty: 5413.089844
	Iteration 24Q: 3 clusters Score -7336032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -7336030.000000 Penalty: 5413.089844
	Iteration 25Q: 3 clusters Score -7336030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -7336026.500000 Penalty: 5413.089844
	Iteration 26Q: 3 clusters Score -7336026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -7336026.500000 Penalty: 5413.089844
	Iteration 27F: 3 clusters Score -7336026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -91361.367188 Penalty: 1627.135620
	Iteration 0F: 2 clusters Score -91361.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -89652.718750 Penalty: 3254.271240
	Iteration 0F: 3 clusters Score -89652.72 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -89854.875000 Penalty: 3254.271240
	Iteration 1F: 3 clusters Score -89854.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -89918.421875 Penalty: 3254.271240
	Iteration 2F: 3 clusters Score -89918.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -89949.437500 Penalty: 3254.271240
	Iteration 3Q: 3 clusters Score -89949.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -89965.875000 Penalty: 3254.271240
	Iteration 4Q: 3 clusters Score -89965.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -89978.656250 Penalty: 3254.271240
	Iteration 5Q: 3 clusters Score -89978.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -89983.078125 Penalty: 3254.271240
	Iteration 6Q: 3 clusters Score -89983.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -89987.429688 Penalty: 3254.271240
	Iteration 7Q: 3 clusters Score -89987.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -89989.546875 Penalty: 3254.271240
	Iteration 8Q: 3 clusters Score -89989.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -89990.023438 Penalty: 3254.271240
	Iteration 9Q: 3 clusters Score -89990.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -89990.023438 Penalty: 3254.271240
	Iteration 10F: 3 clusters Score -89990.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (99632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99632 members 
Entering Unmasked Estep 
Score: -12897190.000000 Penalty: 2854.291016
	Iteration 0F: 2 clusters Score -1.289719e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -12830719.000000 Penalty: 5708.582031
	Iteration 0F: 3 clusters Score -1.283072e+07 nChanged 47112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 55110 members 
Entering Unmasked Estep 
Score: -12858019.000000 Penalty: 5708.582031
	Iteration 1F: 3 clusters Score -1.285802e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 57973 members 
Entering Unmasked Estep 
Score: -12859435.000000 Penalty: 5708.582031
	Iteration 2Q: 3 clusters Score -1.285944e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 62270 members 
Entering Unmasked Estep 
Score: -12861777.000000 Penalty: 5708.582031
	Iteration 3Q: 3 clusters Score -1.286178e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 68401 members 
Entering Unmasked Estep 
Score: -12865745.000000 Penalty: 5708.582031
	Iteration 4F: 3 clusters Score -1.286574e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 76368 members 
Entering Unmasked Estep 
Score: -12872597.000000 Penalty: 5708.582031
	Iteration 5F: 3 clusters Score -1.28726e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 85194 members 
Entering Unmasked Estep 
Score: -12881177.000000 Penalty: 5708.582031
	Iteration 6F: 3 clusters Score -1.288118e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 92496 members 
Entering Unmasked Estep 
Score: -12888366.000000 Penalty: 5708.582031
	Iteration 7F: 3 clusters Score -1.288837e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 96608 members 
Entering Unmasked Estep 
Score: -12892343.000000 Penalty: 5708.582031
	Iteration 8Q: 3 clusters Score -1.289234e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 98205 members 
Entering Unmasked Estep 
Score: -12893782.000000 Penalty: 5708.582031
	Iteration 9Q: 3 clusters Score -1.289378e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 98766 members 
Entering Unmasked Estep 
Score: -12894298.000000 Penalty: 5708.582031
	Iteration 10Q: 3 clusters Score -1.28943e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 98955 members 
Entering Unmasked Estep 
Score: -12894548.000000 Penalty: 5708.582031
	Iteration 11Q: 3 clusters Score -1.289455e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 99027 members 
Entering Unmasked Estep 
Score: -12894667.000000 Penalty: 5708.582031
	Iteration 12Q: 3 clusters Score -1.289467e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 99061 members 
Entering Unmasked Estep 
Score: -12894732.000000 Penalty: 5708.582031
	Iteration 13Q: 3 clusters Score -1.289473e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 99073 members 
Entering Unmasked Estep 
Score: -12894797.000000 Penalty: 5708.582031
	Iteration 14Q: 3 clusters Score -1.28948e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 99083 members 
Entering Unmasked Estep 
Score: -12894817.000000 Penalty: 5708.582031
	Iteration 15Q: 3 clusters Score -1.289482e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 99096 members 
Entering Unmasked Estep 
Score: -12894828.000000 Penalty: 5708.582031
	Iteration 16Q: 3 clusters Score -1.289483e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 99100 members 
Entering Unmasked Estep 
Score: -12894830.000000 Penalty: 5708.582031
	Iteration 17Q: 3 clusters Score -1.289483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 99104 members 
Entering Unmasked Estep 
Score: -12894827.000000 Penalty: 5708.582031
	Iteration 18Q: 3 clusters Score -1.289483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 99108 members 
Entering Unmasked Estep 
Score: -12894848.000000 Penalty: 5708.582031
	Iteration 19Q: 3 clusters Score -1.289485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 99110 members 
Entering Unmasked Estep 
Score: -12894854.000000 Penalty: 5708.582031
	Iteration 20F: 3 clusters Score -1.289485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 99114 members 
Entering Unmasked Estep 
Score: -12894881.000000 Penalty: 5708.582031
	Iteration 21Q: 3 clusters Score -1.289488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 99124 members 
Entering Unmasked Estep 
Score: -12894872.000000 Penalty: 5708.582031
	Iteration 22Q: 3 clusters Score -1.289487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 99125 members 
Entering Unmasked Estep 
Score: -12894876.000000 Penalty: 5708.582031
	Iteration 23Q: 3 clusters Score -1.289488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 99127 members 
Entering Unmasked Estep 
Score: -12894877.000000 Penalty: 5708.582031
	Iteration 24Q: 3 clusters Score -1.289488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 99129 members 
Entering Unmasked Estep 
Score: -12894883.000000 Penalty: 5708.582031
	Iteration 25Q: 3 clusters Score -1.289488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 99130 members 
Entering Unmasked Estep 
Score: -12894871.000000 Penalty: 5708.582031
	Iteration 26Q: 3 clusters Score -1.289487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 99132 members 
Entering Unmasked Estep 
Score: -12894874.000000 Penalty: 5708.582031
	Iteration 27Q: 3 clusters Score -1.289487e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 99132 members 
Entering Unmasked Estep 
Score: -12894871.000000 Penalty: 5708.582031
	Iteration 28Q: 3 clusters Score -1.289487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 99131 members 
Entering Unmasked Estep 
Score: -12894870.000000 Penalty: 5708.582031
	Iteration 29Q: 3 clusters Score -1.289487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 99129 members 
Entering Unmasked Estep 
Score: -12894883.000000 Penalty: 5708.582031
	Iteration 30Q: 3 clusters Score -1.289488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 99130 members 
Entering Unmasked Estep 
Score: -12894880.000000 Penalty: 5708.582031
	Iteration 31Q: 3 clusters Score -1.289488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 99132 members 
Entering Unmasked Estep 
Score: -12894893.000000 Penalty: 5708.582031
	Iteration 32Q: 3 clusters Score -1.289489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 99133 members 
Entering Unmasked Estep 
Score: -12894896.000000 Penalty: 5708.582031
	Iteration 33Q: 3 clusters Score -1.28949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 99133 members 
Entering Unmasked Estep 
Score: -12894896.000000 Penalty: 5708.582031
	Iteration 34F: 3 clusters Score -1.28949e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Entering Unmasked Estep 
Score: -1120006.625000 Penalty: 2252.771484
	Iteration 0F: 2 clusters Score -1120007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1113067.750000 Penalty: 4505.542969
	Iteration 0F: 3 clusters Score -1113068 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1115120.750000 Penalty: 4505.542969
	Iteration 1F: 3 clusters Score -1115121 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1115585.750000 Penalty: 4505.542969
	Iteration 2F: 3 clusters Score -1115586 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1116196.250000 Penalty: 4505.542969
	Iteration 3F: 3 clusters Score -1116196 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1116846.375000 Penalty: 4505.542969
	Iteration 4F: 3 clusters Score -1116846 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1117394.750000 Penalty: 4505.542969
	Iteration 5F: 3 clusters Score -1117395 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1117819.125000 Penalty: 4505.542969
	Iteration 6F: 3 clusters Score -1117819 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1118113.875000 Penalty: 4505.542969
	Iteration 7Q: 3 clusters Score -1118114 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1118301.000000 Penalty: 4505.542969
	Iteration 8Q: 3 clusters Score -1118301 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1118425.125000 Penalty: 4505.542969
	Iteration 9Q: 3 clusters Score -1118425 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1118504.625000 Penalty: 4505.542969
	Iteration 10Q: 3 clusters Score -1118505 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1118567.250000 Penalty: 4505.542969
	Iteration 11Q: 3 clusters Score -1118567 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1118600.250000 Penalty: 4505.542969
	Iteration 12Q: 3 clusters Score -1118600 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1118623.750000 Penalty: 4505.542969
	Iteration 13Q: 3 clusters Score -1118624 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1118640.750000 Penalty: 4505.542969
	Iteration 14Q: 3 clusters Score -1118641 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1118648.375000 Penalty: 4505.542969
	Iteration 15Q: 3 clusters Score -1118648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1118660.500000 Penalty: 4505.542969
	Iteration 16Q: 3 clusters Score -1118660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1118675.000000 Penalty: 4505.542969
	Iteration 17Q: 3 clusters Score -1118675 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1118688.125000 Penalty: 4505.542969
	Iteration 18Q: 3 clusters Score -1118688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1118697.750000 Penalty: 4505.542969
	Iteration 19Q: 3 clusters Score -1118698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1118705.375000 Penalty: 4505.542969
	Iteration 20F: 3 clusters Score -1118705 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1118712.625000 Penalty: 4505.542969
	Iteration 21Q: 3 clusters Score -1118713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1118723.375000 Penalty: 4505.542969
	Iteration 22Q: 3 clusters Score -1118723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1118728.625000 Penalty: 4505.542969
	Iteration 23Q: 3 clusters Score -1118729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1118735.750000 Penalty: 4505.542969
	Iteration 24Q: 3 clusters Score -1118736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1118742.375000 Penalty: 4505.542969
	Iteration 25Q: 3 clusters Score -1118742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1118747.250000 Penalty: 4505.542969
	Iteration 26Q: 3 clusters Score -1118747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1118749.750000 Penalty: 4505.542969
	Iteration 27Q: 3 clusters Score -1118750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1118749.250000 Penalty: 4505.542969
	Iteration 28Q: 3 clusters Score -1118749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1118749.250000 Penalty: 4505.542969
	Iteration 29F: 3 clusters Score -1118749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -32427.947266 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -32427.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31227.806641 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -31227.81 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31775.017578 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -31775.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32188.021484 Penalty: 2873.334717
	Iteration 2F: 3 clusters Score -32188.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32373.720703 Penalty: 2873.334717
	Iteration 3Q: 3 clusters Score -32373.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32512.458984 Penalty: 2873.334717
	Iteration 4Q: 3 clusters Score -32512.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32528.056641 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -32528.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32532.263672 Penalty: 2873.334717
	Iteration 6Q: 3 clusters Score -32532.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32532.263672 Penalty: 2873.334717
	Iteration 7F: 3 clusters Score -32532.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 61181 members 
Mstep: Class 3 contains 190384 members 
Mstep: Class 4 contains 54912 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99632 members 
Mstep: Class 7 contains 8811 members 
Mstep: Class 8 contains 150 members 
Mstep: Class 9 contains 114854 members 
Mstep: Class 10 contains 178075 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 11767 members 
Mstep: Class 13 contains 169207 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51472 members 
Mstep: Class 17 contains 74125 members 
Mstep: Class 18 contains 173046 members 
Mstep: Class 19 contains 177237 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2522 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 178 members 
Entering Unmasked Estep 
Score: -180411584.000000 Penalty: 87655.367188
Splitting cluster 8 changes total score from -180413472.000000 to -180411584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (114854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114854 members 
Entering Unmasked Estep 
Score: -15436637.000000 Penalty: 2889.551270
	Iteration 0F: 2 clusters Score -1.543664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57576 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -15360379.000000 Penalty: 5779.102539
	Iteration 0F: 3 clusters Score -1.536038e+07 nChanged 54413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60643 members 
Mstep: Class 2 contains 54211 members 
Entering Unmasked Estep 
Score: -15391953.000000 Penalty: 5779.102539
	Iteration 1F: 3 clusters Score -1.539195e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63097 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -15393494.000000 Penalty: 5779.102539
	Iteration 2Q: 3 clusters Score -1.539349e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66923 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -15396506.000000 Penalty: 5779.102539
	Iteration 3F: 3 clusters Score -1.539651e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72475 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -15401817.000000 Penalty: 5779.102539
	Iteration 4F: 3 clusters Score -1.540182e+07 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79214 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -15408494.000000 Penalty: 5779.102539
	Iteration 5F: 3 clusters Score -1.540849e+07 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86386 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -15415946.000000 Penalty: 5779.102539
	Iteration 6F: 3 clusters Score -1.541595e+07 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93069 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -15422315.000000 Penalty: 5779.102539
	Iteration 7F: 3 clusters Score -1.542232e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98410 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -15427033.000000 Penalty: 5779.102539
	Iteration 8F: 3 clusters Score -1.542703e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102407 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -15430252.000000 Penalty: 5779.102539
	Iteration 9Q: 3 clusters Score -1.543025e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105132 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -15432316.000000 Penalty: 5779.102539
	Iteration 10Q: 3 clusters Score -1.543232e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106936 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -15433440.000000 Penalty: 5779.102539
	Iteration 11Q: 3 clusters Score -1.543344e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108150 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -15434133.000000 Penalty: 5779.102539
	Iteration 12Q: 3 clusters Score -1.543413e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108974 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -15434493.000000 Penalty: 5779.102539
	Iteration 13Q: 3 clusters Score -1.543449e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109636 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -15434797.000000 Penalty: 5779.102539
	Iteration 14Q: 3 clusters Score -1.54348e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110172 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -15435040.000000 Penalty: 5779.102539
	Iteration 15Q: 3 clusters Score -1.543504e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110653 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -15435187.000000 Penalty: 5779.102539
	Iteration 16Q: 3 clusters Score -1.543519e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111025 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -15435298.000000 Penalty: 5779.102539
	Iteration 17Q: 3 clusters Score -1.54353e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111364 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -15435368.000000 Penalty: 5779.102539
	Iteration 18Q: 3 clusters Score -1.543537e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111658 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -15435442.000000 Penalty: 5779.102539
	Iteration 19Q: 3 clusters Score -1.543544e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111914 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -15435498.000000 Penalty: 5779.102539
	Iteration 20F: 3 clusters Score -1.54355e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112128 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -15435528.000000 Penalty: 5779.102539
	Iteration 21Q: 3 clusters Score -1.543553e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112313 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -15435558.000000 Penalty: 5779.102539
	Iteration 22Q: 3 clusters Score -1.543556e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112467 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -15435610.000000 Penalty: 5779.102539
	Iteration 23Q: 3 clusters Score -1.543561e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112585 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -15435599.000000 Penalty: 5779.102539
	Iteration 24Q: 3 clusters Score -1.54356e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112703 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -15435640.000000 Penalty: 5779.102539
	Iteration 25Q: 3 clusters Score -1.543564e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112801 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -15435644.000000 Penalty: 5779.102539
	Iteration 26Q: 3 clusters Score -1.543564e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112880 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -15435623.000000 Penalty: 5779.102539
	Iteration 27Q: 3 clusters Score -1.543562e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112944 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -15435643.000000 Penalty: 5779.102539
	Iteration 28Q: 3 clusters Score -1.543564e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112992 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -15435650.000000 Penalty: 5779.102539
	Iteration 29Q: 3 clusters Score -1.543565e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113044 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -15435656.000000 Penalty: 5779.102539
	Iteration 30Q: 3 clusters Score -1.543566e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113085 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -15435677.000000 Penalty: 5779.102539
	Iteration 31Q: 3 clusters Score -1.543568e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113116 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -15435675.000000 Penalty: 5779.102539
	Iteration 32Q: 3 clusters Score -1.543568e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113140 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -15435686.000000 Penalty: 5779.102539
	Iteration 33Q: 3 clusters Score -1.543569e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113157 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -15435666.000000 Penalty: 5779.102539
	Iteration 34Q: 3 clusters Score -1.543567e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113171 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -15435667.000000 Penalty: 5779.102539
	Iteration 35Q: 3 clusters Score -1.543567e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113190 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -15435693.000000 Penalty: 5779.102539
	Iteration 36Q: 3 clusters Score -1.543569e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113213 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -15435714.000000 Penalty: 5779.102539
	Iteration 37Q: 3 clusters Score -1.543571e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113230 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -15435704.000000 Penalty: 5779.102539
	Iteration 38Q: 3 clusters Score -1.54357e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113249 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -15435694.000000 Penalty: 5779.102539
	Iteration 39Q: 3 clusters Score -1.543569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113265 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -15435707.000000 Penalty: 5779.102539
	Iteration 40F: 3 clusters Score -1.543571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113277 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -15435703.000000 Penalty: 5779.102539
	Iteration 41Q: 3 clusters Score -1.54357e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113289 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -15435704.000000 Penalty: 5779.102539
	Iteration 42Q: 3 clusters Score -1.54357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113298 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -15435716.000000 Penalty: 5779.102539
	Iteration 43Q: 3 clusters Score -1.543572e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113314 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -15435708.000000 Penalty: 5779.102539
	Iteration 44Q: 3 clusters Score -1.543571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113324 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -15435708.000000 Penalty: 5779.102539
	Iteration 45Q: 3 clusters Score -1.543571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113329 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -15435711.000000 Penalty: 5779.102539
	Iteration 46Q: 3 clusters Score -1.543571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113339 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -15435693.000000 Penalty: 5779.102539
	Iteration 47Q: 3 clusters Score -1.543569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113342 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -15435709.000000 Penalty: 5779.102539
	Iteration 48Q: 3 clusters Score -1.543571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113347 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -15435690.000000 Penalty: 5779.102539
	Iteration 49Q: 3 clusters Score -1.543569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113353 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -15435697.000000 Penalty: 5779.102539
	Iteration 50Q: 3 clusters Score -1.54357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113360 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -15435688.000000 Penalty: 5779.102539
	Iteration 51Q: 3 clusters Score -1.543569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113364 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -15435695.000000 Penalty: 5779.102539
	Iteration 52Q: 3 clusters Score -1.54357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113370 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -15435705.000000 Penalty: 5779.102539
	Iteration 53Q: 3 clusters Score -1.54357e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113381 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -15435708.000000 Penalty: 5779.102539
	Iteration 54Q: 3 clusters Score -1.543571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113387 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -15435695.000000 Penalty: 5779.102539
	Iteration 55Q: 3 clusters Score -1.54357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113391 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -15435699.000000 Penalty: 5779.102539
	Iteration 56Q: 3 clusters Score -1.54357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113394 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -15435695.000000 Penalty: 5779.102539
	Iteration 57Q: 3 clusters Score -1.54357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113394 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -15435693.000000 Penalty: 5779.102539
	Iteration 58Q: 3 clusters Score -1.543569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113397 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -15435711.000000 Penalty: 5779.102539
	Iteration 59Q: 3 clusters Score -1.543571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113400 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -15435710.000000 Penalty: 5779.102539
	Iteration 60F: 3 clusters Score -1.543571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113405 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -15435716.000000 Penalty: 5779.102539
	Iteration 61Q: 3 clusters Score -1.543572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113408 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -15435708.000000 Penalty: 5779.102539
	Iteration 62Q: 3 clusters Score -1.543571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113412 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -15435715.000000 Penalty: 5779.102539
	Iteration 63Q: 3 clusters Score -1.543572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113413 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -15435715.000000 Penalty: 5779.102539
	Iteration 64Q: 3 clusters Score -1.543572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113416 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -15435722.000000 Penalty: 5779.102539
	Iteration 65Q: 3 clusters Score -1.543572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113419 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -15435721.000000 Penalty: 5779.102539
	Iteration 66Q: 3 clusters Score -1.543572e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113418 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -15435721.000000 Penalty: 5779.102539
	Iteration 67Q: 3 clusters Score -1.543572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113419 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -15435720.000000 Penalty: 5779.102539
	Iteration 68Q: 3 clusters Score -1.543572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113419 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -15435719.000000 Penalty: 5779.102539
	Iteration 69Q: 3 clusters Score -1.543572e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113419 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -15435719.000000 Penalty: 5779.102539
	Iteration 70F: 3 clusters Score -1.543572e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (178075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178075 members 
Entering Unmasked Estep 
Score: -23682282.000000 Penalty: 2998.310059
	Iteration 0F: 2 clusters Score -2.368228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89332 members 
Mstep: Class 2 contains 88743 members 
Entering Unmasked Estep 
Score: -23567108.000000 Penalty: 5996.620117
	Iteration 0F: 3 clusters Score -2.356711e+07 nChanged 85442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94574 members 
Mstep: Class 2 contains 83501 members 
Entering Unmasked Estep 
Score: -23616650.000000 Penalty: 5996.620117
	Iteration 1F: 3 clusters Score -2.361665e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98550 members 
Mstep: Class 2 contains 79525 members 
Entering Unmasked Estep 
Score: -23618112.000000 Penalty: 5996.620117
	Iteration 2Q: 3 clusters Score -2.361811e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104610 members 
Mstep: Class 2 contains 73465 members 
Entering Unmasked Estep 
Score: -23620812.000000 Penalty: 5996.620117
	Iteration 3Q: 3 clusters Score -2.362081e+07 nChanged 9936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113712 members 
Mstep: Class 2 contains 64363 members 
Entering Unmasked Estep 
Score: -23625982.000000 Penalty: 5996.620117
	Iteration 4F: 3 clusters Score -2.362598e+07 nChanged 13448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126532 members 
Mstep: Class 2 contains 51543 members 
Entering Unmasked Estep 
Score: -23635436.000000 Penalty: 5996.620117
	Iteration 5F: 3 clusters Score -2.363544e+07 nChanged 15653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141671 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -23648980.000000 Penalty: 5996.620117
	Iteration 6F: 3 clusters Score -2.364898e+07 nChanged 14743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156014 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -23663276.000000 Penalty: 5996.620117
	Iteration 7F: 3 clusters Score -2.366328e+07 nChanged 11015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166939 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -23672904.000000 Penalty: 5996.620117
	Iteration 8F: 3 clusters Score -2.36729e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173433 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -23677588.000000 Penalty: 5996.620117
	Iteration 9Q: 3 clusters Score -2.367759e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176391 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -23679144.000000 Penalty: 5996.620117
	Iteration 10Q: 3 clusters Score -2.367914e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177387 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -23679516.000000 Penalty: 5996.620117
	Iteration 11Q: 3 clusters Score -2.367952e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177675 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -23679616.000000 Penalty: 5996.620117
	Iteration 12Q: 3 clusters Score -2.367962e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177758 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -23679668.000000 Penalty: 5996.620117
	Iteration 13Q: 3 clusters Score -2.367967e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177788 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -23679714.000000 Penalty: 5996.620117
	Iteration 14Q: 3 clusters Score -2.367971e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177808 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -23679732.000000 Penalty: 5996.620117
	Iteration 15Q: 3 clusters Score -2.367973e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177823 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -23679726.000000 Penalty: 5996.620117
	Iteration 16Q: 3 clusters Score -2.367973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177826 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -23679744.000000 Penalty: 5996.620117
	Iteration 17Q: 3 clusters Score -2.367974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177828 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -23679746.000000 Penalty: 5996.620117
	Iteration 18Q: 3 clusters Score -2.367975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177830 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -23679762.000000 Penalty: 5996.620117
	Iteration 19Q: 3 clusters Score -2.367976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177832 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -23679760.000000 Penalty: 5996.620117
	Iteration 20F: 3 clusters Score -2.367976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177833 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23679752.000000 Penalty: 5996.620117
	Iteration 21Q: 3 clusters Score -2.367975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177833 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -23679752.000000 Penalty: 5996.620117
	Iteration 22F: 3 clusters Score -2.367975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Entering Unmasked Estep 
Score: -815665.062500 Penalty: 2162.916992
	Iteration 0F: 2 clusters Score -815665.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -810444.437500 Penalty: 4325.833984
	Iteration 0F: 3 clusters Score -810444.4 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -811778.500000 Penalty: 4325.833984
	Iteration 1F: 3 clusters Score -811778.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -812029.000000 Penalty: 4325.833984
	Iteration 2F: 3 clusters Score -812029 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -812170.562500 Penalty: 4325.833984
	Iteration 3Q: 3 clusters Score -812170.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -812281.000000 Penalty: 4325.833984
	Iteration 4Q: 3 clusters Score -812281 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -812354.312500 Penalty: 4325.833984
	Iteration 5Q: 3 clusters Score -812354.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -812423.812500 Penalty: 4325.833984
	Iteration 6Q: 3 clusters Score -812423.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -812482.750000 Penalty: 4325.833984
	Iteration 7Q: 3 clusters Score -812482.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -812541.562500 Penalty: 4325.833984
	Iteration 8Q: 3 clusters Score -812541.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -812616.312500 Penalty: 4325.833984
	Iteration 9Q: 3 clusters Score -812616.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -812698.062500 Penalty: 4325.833984
	Iteration 10Q: 3 clusters Score -812698.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -812778.000000 Penalty: 4325.833984
	Iteration 11Q: 3 clusters Score -812778 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -812855.937500 Penalty: 4325.833984
	Iteration 12Q: 3 clusters Score -812855.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -812924.250000 Penalty: 4325.833984
	Iteration 13Q: 3 clusters Score -812924.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -812983.750000 Penalty: 4325.833984
	Iteration 14Q: 3 clusters Score -812983.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -813048.875000 Penalty: 4325.833984
	Iteration 15Q: 3 clusters Score -813048.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -813102.812500 Penalty: 4325.833984
	Iteration 16Q: 3 clusters Score -813102.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -813148.812500 Penalty: 4325.833984
	Iteration 17Q: 3 clusters Score -813148.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -813199.187500 Penalty: 4325.833984
	Iteration 18Q: 3 clusters Score -813199.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -813245.312500 Penalty: 4325.833984
	Iteration 19Q: 3 clusters Score -813245.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -813287.562500 Penalty: 4325.833984
	Iteration 20F: 3 clusters Score -813287.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -813316.562500 Penalty: 4325.833984
	Iteration 21Q: 3 clusters Score -813316.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -813345.312500 Penalty: 4325.833984
	Iteration 22Q: 3 clusters Score -813345.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -813371.562500 Penalty: 4325.833984
	Iteration 23Q: 3 clusters Score -813371.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -813398.937500 Penalty: 4325.833984
	Iteration 24Q: 3 clusters Score -813398.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -813436.000000 Penalty: 4325.833984
	Iteration 25Q: 3 clusters Score -813436 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -813474.250000 Penalty: 4325.833984
	Iteration 26Q: 3 clusters Score -813474.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -813505.500000 Penalty: 4325.833984
	Iteration 27Q: 3 clusters Score -813505.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -813536.125000 Penalty: 4325.833984
	Iteration 28Q: 3 clusters Score -813536.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -813555.937500 Penalty: 4325.833984
	Iteration 29Q: 3 clusters Score -813555.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -813572.000000 Penalty: 4325.833984
	Iteration 30Q: 3 clusters Score -813572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -813591.937500 Penalty: 4325.833984
	Iteration 31Q: 3 clusters Score -813591.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -813610.125000 Penalty: 4325.833984
	Iteration 32Q: 3 clusters Score -813610.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -813620.250000 Penalty: 4325.833984
	Iteration 33Q: 3 clusters Score -813620.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -813636.250000 Penalty: 4325.833984
	Iteration 34Q: 3 clusters Score -813636.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -813649.937500 Penalty: 4325.833984
	Iteration 35Q: 3 clusters Score -813649.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -813663.687500 Penalty: 4325.833984
	Iteration 36Q: 3 clusters Score -813663.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -813672.250000 Penalty: 4325.833984
	Iteration 37Q: 3 clusters Score -813672.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -813680.125000 Penalty: 4325.833984
	Iteration 38Q: 3 clusters Score -813680.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -813686.375000 Penalty: 4325.833984
	Iteration 39Q: 3 clusters Score -813686.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -813690.812500 Penalty: 4325.833984
	Iteration 40F: 3 clusters Score -813690.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -813694.437500 Penalty: 4325.833984
	Iteration 41Q: 3 clusters Score -813694.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -813695.437500 Penalty: 4325.833984
	Iteration 42Q: 3 clusters Score -813695.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -813696.437500 Penalty: 4325.833984
	Iteration 43Q: 3 clusters Score -813696.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -813695.687500 Penalty: 4325.833984
	Iteration 44Q: 3 clusters Score -813695.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -813697.500000 Penalty: 4325.833984
	Iteration 45Q: 3 clusters Score -813697.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -813697.562500 Penalty: 4325.833984
	Iteration 46Q: 3 clusters Score -813697.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -813699.062500 Penalty: 4325.833984
	Iteration 47Q: 3 clusters Score -813699.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -813700.812500 Penalty: 4325.833984
	Iteration 48Q: 3 clusters Score -813700.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -813702.625000 Penalty: 4325.833984
	Iteration 49Q: 3 clusters Score -813702.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -813704.812500 Penalty: 4325.833984
	Iteration 50Q: 3 clusters Score -813704.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -813711.062500 Penalty: 4325.833984
	Iteration 51Q: 3 clusters Score -813711.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -813710.375000 Penalty: 4325.833984
	Iteration 52Q: 3 clusters Score -813710.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -813711.062500 Penalty: 4325.833984
	Iteration 53Q: 3 clusters Score -813711.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -813714.437500 Penalty: 4325.833984
	Iteration 54Q: 3 clusters Score -813714.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -813722.125000 Penalty: 4325.833984
	Iteration 55Q: 3 clusters Score -813722.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -813726.687500 Penalty: 4325.833984
	Iteration 56Q: 3 clusters Score -813726.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -813727.750000 Penalty: 4325.833984
	Iteration 57Q: 3 clusters Score -813727.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -813730.375000 Penalty: 4325.833984
	Iteration 58Q: 3 clusters Score -813730.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -813730.437500 Penalty: 4325.833984
	Iteration 59Q: 3 clusters Score -813730.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -813731.250000 Penalty: 4325.833984
	Iteration 60F: 3 clusters Score -813731.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -813731.187500 Penalty: 4325.833984
	Iteration 61Q: 3 clusters Score -813731.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -813731.500000 Penalty: 4325.833984
	Iteration 62Q: 3 clusters Score -813731.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -813731.812500 Penalty: 4325.833984
	Iteration 63Q: 3 clusters Score -813731.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -813730.687500 Penalty: 4325.833984
	Iteration 64Q: 3 clusters Score -813730.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -813731.687500 Penalty: 4325.833984
	Iteration 65Q: 3 clusters Score -813731.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -813733.250000 Penalty: 4325.833984
	Iteration 66Q: 3 clusters Score -813733.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -813735.562500 Penalty: 4325.833984
	Iteration 67Q: 3 clusters Score -813735.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -813738.000000 Penalty: 4325.833984
	Iteration 68Q: 3 clusters Score -813738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -813741.625000 Penalty: 4325.833984
	Iteration 69Q: 3 clusters Score -813741.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -813740.750000 Penalty: 4325.833984
	Iteration 70Q: 3 clusters Score -813740.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -813743.500000 Penalty: 4325.833984
	Iteration 71Q: 3 clusters Score -813743.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -813743.312500 Penalty: 4325.833984
	Iteration 72Q: 3 clusters Score -813743.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -813745.062500 Penalty: 4325.833984
	Iteration 73Q: 3 clusters Score -813745.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -813744.625000 Penalty: 4325.833984
	Iteration 74Q: 3 clusters Score -813744.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -813743.937500 Penalty: 4325.833984
	Iteration 75Q: 3 clusters Score -813743.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -813743.500000 Penalty: 4325.833984
	Iteration 76Q: 3 clusters Score -813743.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -813743.750000 Penalty: 4325.833984
	Iteration 77Q: 3 clusters Score -813743.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -813747.437500 Penalty: 4325.833984
	Iteration 78Q: 3 clusters Score -813747.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -813749.437500 Penalty: 4325.833984
	Iteration 79Q: 3 clusters Score -813749.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -813751.000000 Penalty: 4325.833984
	Iteration 80F: 3 clusters Score -813751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -813752.812500 Penalty: 4325.833984
	Iteration 81Q: 3 clusters Score -813752.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -813754.062500 Penalty: 4325.833984
	Iteration 82Q: 3 clusters Score -813754.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -813755.187500 Penalty: 4325.833984
	Iteration 83Q: 3 clusters Score -813755.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -813754.250000 Penalty: 4325.833984
	Iteration 84Q: 3 clusters Score -813754.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -813756.062500 Penalty: 4325.833984
	Iteration 85Q: 3 clusters Score -813756.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -813756.687500 Penalty: 4325.833984
	Iteration 86Q: 3 clusters Score -813756.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -813756.937500 Penalty: 4325.833984
	Iteration 87Q: 3 clusters Score -813756.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -813757.562500 Penalty: 4325.833984
	Iteration 88Q: 3 clusters Score -813757.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -813757.875000 Penalty: 4325.833984
	Iteration 89Q: 3 clusters Score -813757.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -813757.812500 Penalty: 4325.833984
	Iteration 90Q: 3 clusters Score -813757.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -813759.625000 Penalty: 4325.833984
	Iteration 91Q: 3 clusters Score -813759.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -813759.625000 Penalty: 4325.833984
	Iteration 92F: 3 clusters Score -813759.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Entering Unmasked Estep 
Score: -1568788.625000 Penalty: 2324.517578
	Iteration 0F: 2 clusters Score -1568789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1559975.875000 Penalty: 4649.035156
	Iteration 0F: 3 clusters Score -1559976 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1562746.125000 Penalty: 4649.035156
	Iteration 1F: 3 clusters Score -1562746 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1563204.750000 Penalty: 4649.035156
	Iteration 2F: 3 clusters Score -1563205 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1563647.625000 Penalty: 4649.035156
	Iteration 3F: 3 clusters Score -1563648 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1564189.500000 Penalty: 4649.035156
	Iteration 4F: 3 clusters Score -1564190 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1564766.250000 Penalty: 4649.035156
	Iteration 5F: 3 clusters Score -1564766 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1565376.750000 Penalty: 4649.035156
	Iteration 6F: 3 clusters Score -1565377 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1566007.750000 Penalty: 4649.035156
	Iteration 7F: 3 clusters Score -1566008 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1566529.250000 Penalty: 4649.035156
	Iteration 8F: 3 clusters Score -1566529 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1566878.750000 Penalty: 4649.035156
	Iteration 9Q: 3 clusters Score -1566879 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1567078.125000 Penalty: 4649.035156
	Iteration 10Q: 3 clusters Score -1567078 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1567164.750000 Penalty: 4649.035156
	Iteration 11Q: 3 clusters Score -1567165 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1567222.750000 Penalty: 4649.035156
	Iteration 12Q: 3 clusters Score -1567223 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1567266.250000 Penalty: 4649.035156
	Iteration 13Q: 3 clusters Score -1567266 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1567295.250000 Penalty: 4649.035156
	Iteration 14Q: 3 clusters Score -1567295 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1567327.875000 Penalty: 4649.035156
	Iteration 15Q: 3 clusters Score -1567328 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1567347.750000 Penalty: 4649.035156
	Iteration 16Q: 3 clusters Score -1567348 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1567373.375000 Penalty: 4649.035156
	Iteration 17Q: 3 clusters Score -1567373 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1567391.125000 Penalty: 4649.035156
	Iteration 18Q: 3 clusters Score -1567391 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1567405.625000 Penalty: 4649.035156
	Iteration 19Q: 3 clusters Score -1567406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1567414.000000 Penalty: 4649.035156
	Iteration 20F: 3 clusters Score -1567414 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1567423.375000 Penalty: 4649.035156
	Iteration 21Q: 3 clusters Score -1567423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1567434.625000 Penalty: 4649.035156
	Iteration 22Q: 3 clusters Score -1567435 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1567437.000000 Penalty: 4649.035156
	Iteration 23Q: 3 clusters Score -1567437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1567450.125000 Penalty: 4649.035156
	Iteration 24Q: 3 clusters Score -1567450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1567452.875000 Penalty: 4649.035156
	Iteration 25Q: 3 clusters Score -1567453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1567461.375000 Penalty: 4649.035156
	Iteration 26Q: 3 clusters Score -1567461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1567459.375000 Penalty: 4649.035156
	Iteration 27Q: 3 clusters Score -1567459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1567465.750000 Penalty: 4649.035156
	Iteration 28Q: 3 clusters Score -1567466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1567472.875000 Penalty: 4649.035156
	Iteration 29Q: 3 clusters Score -1567473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1567475.750000 Penalty: 4649.035156
	Iteration 30Q: 3 clusters Score -1567476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1567479.750000 Penalty: 4649.035156
	Iteration 31Q: 3 clusters Score -1567480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1567487.250000 Penalty: 4649.035156
	Iteration 32Q: 3 clusters Score -1567487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1567490.625000 Penalty: 4649.035156
	Iteration 33Q: 3 clusters Score -1567491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1567493.250000 Penalty: 4649.035156
	Iteration 34Q: 3 clusters Score -1567493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1567493.750000 Penalty: 4649.035156
	Iteration 35Q: 3 clusters Score -1567494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1567496.125000 Penalty: 4649.035156
	Iteration 36Q: 3 clusters Score -1567496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1567496.250000 Penalty: 4649.035156
	Iteration 37Q: 3 clusters Score -1567496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1567495.125000 Penalty: 4649.035156
	Iteration 38Q: 3 clusters Score -1567495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1567495.125000 Penalty: 4649.035156
	Iteration 39F: 3 clusters Score -1567495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (169207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169207 members 
Entering Unmasked Estep 
Score: -22619582.000000 Penalty: 2985.641846
	Iteration 0F: 2 clusters Score -2.261958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84607 members 
Mstep: Class 2 contains 84600 members 
Entering Unmasked Estep 
Score: -22512484.000000 Penalty: 5971.283691
	Iteration 0F: 3 clusters Score -2.251248e+07 nChanged 81146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84817 members 
Mstep: Class 2 contains 84390 members 
Entering Unmasked Estep 
Score: -22559756.000000 Penalty: 5971.283691
	Iteration 1F: 3 clusters Score -2.255976e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84741 members 
Mstep: Class 2 contains 84466 members 
Entering Unmasked Estep 
Score: -22560806.000000 Penalty: 5971.283691
	Iteration 2Q: 3 clusters Score -2.256081e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84657 members 
Mstep: Class 2 contains 84550 members 
Entering Unmasked Estep 
Score: -22562040.000000 Penalty: 5971.283691
	Iteration 3Q: 3 clusters Score -2.256204e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84386 members 
Mstep: Class 2 contains 84821 members 
Entering Unmasked Estep 
Score: -22563700.000000 Penalty: 5971.283691
	Iteration 4Q: 3 clusters Score -2.25637e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83717 members 
Mstep: Class 2 contains 85490 members 
Entering Unmasked Estep 
Score: -22566268.000000 Penalty: 5971.283691
	Iteration 5Q: 3 clusters Score -2.256627e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82459 members 
Mstep: Class 2 contains 86748 members 
Entering Unmasked Estep 
Score: -22570330.000000 Penalty: 5971.283691
	Iteration 6Q: 3 clusters Score -2.257033e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80445 members 
Mstep: Class 2 contains 88762 members 
Entering Unmasked Estep 
Score: -22577380.000000 Penalty: 5971.283691
	Iteration 7F: 3 clusters Score -2.257738e+07 nChanged 12196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77469 members 
Mstep: Class 2 contains 91738 members 
Entering Unmasked Estep 
Score: -22588050.000000 Penalty: 5971.283691
	Iteration 8F: 3 clusters Score -2.258805e+07 nChanged 12631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 94925 members 
Entering Unmasked Estep 
Score: -22598870.000000 Penalty: 5971.283691
	Iteration 9F: 3 clusters Score -2.259887e+07 nChanged 9865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71681 members 
Mstep: Class 2 contains 97526 members 
Entering Unmasked Estep 
Score: -22604974.000000 Penalty: 5971.283691
	Iteration 10F: 3 clusters Score -2.260497e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69404 members 
Mstep: Class 2 contains 99803 members 
Entering Unmasked Estep 
Score: -22607458.000000 Penalty: 5971.283691
	Iteration 11Q: 3 clusters Score -2.260746e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67248 members 
Mstep: Class 2 contains 101959 members 
Entering Unmasked Estep 
Score: -22609288.000000 Penalty: 5971.283691
	Iteration 12Q: 3 clusters Score -2.260929e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65178 members 
Mstep: Class 2 contains 104029 members 
Entering Unmasked Estep 
Score: -22610840.000000 Penalty: 5971.283691
	Iteration 13Q: 3 clusters Score -2.261084e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63264 members 
Mstep: Class 2 contains 105943 members 
Entering Unmasked Estep 
Score: -22612340.000000 Penalty: 5971.283691
	Iteration 14Q: 3 clusters Score -2.261234e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 107714 members 
Entering Unmasked Estep 
Score: -22613396.000000 Penalty: 5971.283691
	Iteration 15Q: 3 clusters Score -2.26134e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 109325 members 
Entering Unmasked Estep 
Score: -22613990.000000 Penalty: 5971.283691
	Iteration 16Q: 3 clusters Score -2.261399e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58441 members 
Mstep: Class 2 contains 110766 members 
Entering Unmasked Estep 
Score: -22614598.000000 Penalty: 5971.283691
	Iteration 17Q: 3 clusters Score -2.26146e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57093 members 
Mstep: Class 2 contains 112114 members 
Entering Unmasked Estep 
Score: -22615122.000000 Penalty: 5971.283691
	Iteration 18Q: 3 clusters Score -2.261512e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55811 members 
Mstep: Class 2 contains 113396 members 
Entering Unmasked Estep 
Score: -22615474.000000 Penalty: 5971.283691
	Iteration 19Q: 3 clusters Score -2.261547e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 114623 members 
Entering Unmasked Estep 
Score: -22615768.000000 Penalty: 5971.283691
	Iteration 20F: 3 clusters Score -2.261577e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53450 members 
Mstep: Class 2 contains 115757 members 
Entering Unmasked Estep 
Score: -22615988.000000 Penalty: 5971.283691
	Iteration 21Q: 3 clusters Score -2.261599e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52313 members 
Mstep: Class 2 contains 116894 members 
Entering Unmasked Estep 
Score: -22616174.000000 Penalty: 5971.283691
	Iteration 22Q: 3 clusters Score -2.261617e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51128 members 
Mstep: Class 2 contains 118079 members 
Entering Unmasked Estep 
Score: -22616286.000000 Penalty: 5971.283691
	Iteration 23Q: 3 clusters Score -2.261629e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49939 members 
Mstep: Class 2 contains 119268 members 
Entering Unmasked Estep 
Score: -22616422.000000 Penalty: 5971.283691
	Iteration 24Q: 3 clusters Score -2.261642e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 120390 members 
Entering Unmasked Estep 
Score: -22616580.000000 Penalty: 5971.283691
	Iteration 25Q: 3 clusters Score -2.261658e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 121554 members 
Entering Unmasked Estep 
Score: -22616738.000000 Penalty: 5971.283691
	Iteration 26Q: 3 clusters Score -2.261674e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 122742 members 
Entering Unmasked Estep 
Score: -22616820.000000 Penalty: 5971.283691
	Iteration 27Q: 3 clusters Score -2.261682e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 123941 members 
Entering Unmasked Estep 
Score: -22617002.000000 Penalty: 5971.283691
	Iteration 28Q: 3 clusters Score -2.2617e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 125182 members 
Entering Unmasked Estep 
Score: -22617216.000000 Penalty: 5971.283691
	Iteration 29Q: 3 clusters Score -2.261722e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 126393 members 
Entering Unmasked Estep 
Score: -22617436.000000 Penalty: 5971.283691
	Iteration 30Q: 3 clusters Score -2.261744e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 127595 members 
Entering Unmasked Estep 
Score: -22617626.000000 Penalty: 5971.283691
	Iteration 31Q: 3 clusters Score -2.261763e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 128749 members 
Entering Unmasked Estep 
Score: -22617726.000000 Penalty: 5971.283691
	Iteration 32Q: 3 clusters Score -2.261773e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 129866 members 
Entering Unmasked Estep 
Score: -22617912.000000 Penalty: 5971.283691
	Iteration 33Q: 3 clusters Score -2.261791e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 130988 members 
Entering Unmasked Estep 
Score: -22618034.000000 Penalty: 5971.283691
	Iteration 34Q: 3 clusters Score -2.261803e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 132082 members 
Entering Unmasked Estep 
Score: -22618194.000000 Penalty: 5971.283691
	Iteration 35Q: 3 clusters Score -2.261819e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 133143 members 
Entering Unmasked Estep 
Score: -22618224.000000 Penalty: 5971.283691
	Iteration 36Q: 3 clusters Score -2.261822e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 134185 members 
Entering Unmasked Estep 
Score: -22618406.000000 Penalty: 5971.283691
	Iteration 37Q: 3 clusters Score -2.261841e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 135200 members 
Entering Unmasked Estep 
Score: -22618574.000000 Penalty: 5971.283691
	Iteration 38Q: 3 clusters Score -2.261857e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 136149 members 
Entering Unmasked Estep 
Score: -22618708.000000 Penalty: 5971.283691
	Iteration 39Q: 3 clusters Score -2.261871e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 137138 members 
Entering Unmasked Estep 
Score: -22618928.000000 Penalty: 5971.283691
	Iteration 40F: 3 clusters Score -2.261893e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 138158 members 
Entering Unmasked Estep 
Score: -22619086.000000 Penalty: 5971.283691
	Iteration 41Q: 3 clusters Score -2.261909e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 139125 members 
Entering Unmasked Estep 
Score: -22619226.000000 Penalty: 5971.283691
	Iteration 42Q: 3 clusters Score -2.261923e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 140050 members 
Entering Unmasked Estep 
Score: -22619340.000000 Penalty: 5971.283691
	Iteration 43Q: 3 clusters Score -2.261934e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 140919 members 
Entering Unmasked Estep 
Score: -22619488.000000 Penalty: 5971.283691
	Iteration 44Q: 3 clusters Score -2.261949e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 141769 members 
Entering Unmasked Estep 
Score: -22619642.000000 Penalty: 5971.283691
	Iteration 45Q: 3 clusters Score -2.261964e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 142617 members 
Entering Unmasked Estep 
Score: -22619780.000000 Penalty: 5971.283691
	Iteration 46Q: 3 clusters Score -2.261978e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 143392 members 
Entering Unmasked Estep 
Score: -22619888.000000 Penalty: 5971.283691
	Iteration 47Q: 3 clusters Score -2.261989e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 144171 members 
Entering Unmasked Estep 
Score: -22620022.000000 Penalty: 5971.283691
	Iteration 48Q: 3 clusters Score -2.262002e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 144929 members 
Entering Unmasked Estep 
Score: -22620048.000000 Penalty: 5971.283691
	Iteration 49Q: 3 clusters Score -2.262005e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 145631 members 
Entering Unmasked Estep 
Score: -22620156.000000 Penalty: 5971.283691
	Iteration 50Q: 3 clusters Score -2.262016e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 146356 members 
Entering Unmasked Estep 
Score: -22620254.000000 Penalty: 5971.283691
	Iteration 51Q: 3 clusters Score -2.262025e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 147044 members 
Entering Unmasked Estep 
Score: -22620366.000000 Penalty: 5971.283691
	Iteration 52Q: 3 clusters Score -2.262037e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 147706 members 
Entering Unmasked Estep 
Score: -22620418.000000 Penalty: 5971.283691
	Iteration 53Q: 3 clusters Score -2.262042e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 148320 members 
Entering Unmasked Estep 
Score: -22620564.000000 Penalty: 5971.283691
	Iteration 54Q: 3 clusters Score -2.262056e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 148931 members 
Entering Unmasked Estep 
Score: -22620674.000000 Penalty: 5971.283691
	Iteration 55Q: 3 clusters Score -2.262067e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 149533 members 
Entering Unmasked Estep 
Score: -22620692.000000 Penalty: 5971.283691
	Iteration 56Q: 3 clusters Score -2.262069e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 150163 members 
Entering Unmasked Estep 
Score: -22620700.000000 Penalty: 5971.283691
	Iteration 57Q: 3 clusters Score -2.26207e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 150778 members 
Entering Unmasked Estep 
Score: -22620744.000000 Penalty: 5971.283691
	Iteration 58Q: 3 clusters Score -2.262074e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 151392 members 
Entering Unmasked Estep 
Score: -22620690.000000 Penalty: 5971.283691
	Iteration 59Q: 3 clusters Score -2.262069e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 151969 members 
Entering Unmasked Estep 
Score: -22620722.000000 Penalty: 5971.283691
	Iteration 60F: 3 clusters Score -2.262072e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 152524 members 
Entering Unmasked Estep 
Score: -22620772.000000 Penalty: 5971.283691
	Iteration 61Q: 3 clusters Score -2.262077e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 153054 members 
Entering Unmasked Estep 
Score: -22620994.000000 Penalty: 5971.283691
	Iteration 62Q: 3 clusters Score -2.262099e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 153581 members 
Entering Unmasked Estep 
Score: -22621000.000000 Penalty: 5971.283691
	Iteration 63Q: 3 clusters Score -2.2621e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 154049 members 
Entering Unmasked Estep 
Score: -22621010.000000 Penalty: 5971.283691
	Iteration 64Q: 3 clusters Score -2.262101e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 154494 members 
Entering Unmasked Estep 
Score: -22621056.000000 Penalty: 5971.283691
	Iteration 65Q: 3 clusters Score -2.262106e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 154902 members 
Entering Unmasked Estep 
Score: -22621088.000000 Penalty: 5971.283691
	Iteration 66Q: 3 clusters Score -2.262109e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 155287 members 
Entering Unmasked Estep 
Score: -22621040.000000 Penalty: 5971.283691
	Iteration 67Q: 3 clusters Score -2.262104e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 155673 members 
Entering Unmasked Estep 
Score: -22621020.000000 Penalty: 5971.283691
	Iteration 68Q: 3 clusters Score -2.262102e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 156043 members 
Entering Unmasked Estep 
Score: -22621136.000000 Penalty: 5971.283691
	Iteration 69Q: 3 clusters Score -2.262114e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 156386 members 
Entering Unmasked Estep 
Score: -22621168.000000 Penalty: 5971.283691
	Iteration 70Q: 3 clusters Score -2.262117e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 156705 members 
Entering Unmasked Estep 
Score: -22621176.000000 Penalty: 5971.283691
	Iteration 71Q: 3 clusters Score -2.262118e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 157004 members 
Entering Unmasked Estep 
Score: -22621200.000000 Penalty: 5971.283691
	Iteration 72Q: 3 clusters Score -2.26212e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 157269 members 
Entering Unmasked Estep 
Score: -22621196.000000 Penalty: 5971.283691
	Iteration 73Q: 3 clusters Score -2.26212e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 157520 members 
Entering Unmasked Estep 
Score: -22621194.000000 Penalty: 5971.283691
	Iteration 74Q: 3 clusters Score -2.262119e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 157730 members 
Entering Unmasked Estep 
Score: -22621096.000000 Penalty: 5971.283691
	Iteration 75Q: 3 clusters Score -2.26211e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 157916 members 
Entering Unmasked Estep 
Score: -22621048.000000 Penalty: 5971.283691
	Iteration 76Q: 3 clusters Score -2.262105e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 158103 members 
Entering Unmasked Estep 
Score: -22621060.000000 Penalty: 5971.283691
	Iteration 77Q: 3 clusters Score -2.262106e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 158280 members 
Entering Unmasked Estep 
Score: -22621030.000000 Penalty: 5971.283691
	Iteration 78Q: 3 clusters Score -2.262103e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 158441 members 
Entering Unmasked Estep 
Score: -22621020.000000 Penalty: 5971.283691
	Iteration 79Q: 3 clusters Score -2.262102e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 158596 members 
Entering Unmasked Estep 
Score: -22621010.000000 Penalty: 5971.283691
	Iteration 80F: 3 clusters Score -2.262101e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 158736 members 
Entering Unmasked Estep 
Score: -22620966.000000 Penalty: 5971.283691
	Iteration 81Q: 3 clusters Score -2.262097e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 158882 members 
Entering Unmasked Estep 
Score: -22620914.000000 Penalty: 5971.283691
	Iteration 82Q: 3 clusters Score -2.262091e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 159040 members 
Entering Unmasked Estep 
Score: -22620880.000000 Penalty: 5971.283691
	Iteration 83Q: 3 clusters Score -2.262088e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 159196 members 
Entering Unmasked Estep 
Score: -22620816.000000 Penalty: 5971.283691
	Iteration 84Q: 3 clusters Score -2.262082e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 159362 members 
Entering Unmasked Estep 
Score: -22620766.000000 Penalty: 5971.283691
	Iteration 85Q: 3 clusters Score -2.262077e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 159538 members 
Entering Unmasked Estep 
Score: -22620712.000000 Penalty: 5971.283691
	Iteration 86Q: 3 clusters Score -2.262071e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 159725 members 
Entering Unmasked Estep 
Score: -22620678.000000 Penalty: 5971.283691
	Iteration 87Q: 3 clusters Score -2.262068e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 159895 members 
Entering Unmasked Estep 
Score: -22620660.000000 Penalty: 5971.283691
	Iteration 88Q: 3 clusters Score -2.262066e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 160062 members 
Entering Unmasked Estep 
Score: -22620590.000000 Penalty: 5971.283691
	Iteration 89Q: 3 clusters Score -2.262059e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 160237 members 
Entering Unmasked Estep 
Score: -22620506.000000 Penalty: 5971.283691
	Iteration 90Q: 3 clusters Score -2.262051e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 160399 members 
Entering Unmasked Estep 
Score: -22620508.000000 Penalty: 5971.283691
	Iteration 91Q: 3 clusters Score -2.262051e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 160551 members 
Entering Unmasked Estep 
Score: -22620442.000000 Penalty: 5971.283691
	Iteration 92Q: 3 clusters Score -2.262044e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 160690 members 
Entering Unmasked Estep 
Score: -22620372.000000 Penalty: 5971.283691
	Iteration 93Q: 3 clusters Score -2.262037e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 160830 members 
Entering Unmasked Estep 
Score: -22620330.000000 Penalty: 5971.283691
	Iteration 94Q: 3 clusters Score -2.262033e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 160980 members 
Entering Unmasked Estep 
Score: -22620236.000000 Penalty: 5971.283691
	Iteration 95Q: 3 clusters Score -2.262024e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 161112 members 
Entering Unmasked Estep 
Score: -22620156.000000 Penalty: 5971.283691
	Iteration 96Q: 3 clusters Score -2.262016e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 161239 members 
Entering Unmasked Estep 
Score: -22620148.000000 Penalty: 5971.283691
	Iteration 97Q: 3 clusters Score -2.262015e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 161362 members 
Entering Unmasked Estep 
Score: -22620168.000000 Penalty: 5971.283691
	Iteration 98Q: 3 clusters Score -2.262017e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 161477 members 
Entering Unmasked Estep 
Score: -22620122.000000 Penalty: 5971.283691
	Iteration 99Q: 3 clusters Score -2.262012e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 161603 members 
Entering Unmasked Estep 
Score: -22620090.000000 Penalty: 5971.283691
	Iteration 100F: 3 clusters Score -2.262009e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 161710 members 
Entering Unmasked Estep 
Score: -22620052.000000 Penalty: 5971.283691
	Iteration 101Q: 3 clusters Score -2.262005e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 161824 members 
Entering Unmasked Estep 
Score: -22620030.000000 Penalty: 5971.283691
	Iteration 102Q: 3 clusters Score -2.262003e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 161926 members 
Entering Unmasked Estep 
Score: -22619986.000000 Penalty: 5971.283691
	Iteration 103Q: 3 clusters Score -2.261999e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 162023 members 
Entering Unmasked Estep 
Score: -22619976.000000 Penalty: 5971.283691
	Iteration 104Q: 3 clusters Score -2.261998e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 162111 members 
Entering Unmasked Estep 
Score: -22619986.000000 Penalty: 5971.283691
	Iteration 105Q: 3 clusters Score -2.261999e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 162186 members 
Entering Unmasked Estep 
Score: -22619926.000000 Penalty: 5971.283691
	Iteration 106Q: 3 clusters Score -2.261993e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 162249 members 
Entering Unmasked Estep 
Score: -22619902.000000 Penalty: 5971.283691
	Iteration 107Q: 3 clusters Score -2.26199e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 162320 members 
Entering Unmasked Estep 
Score: -22619926.000000 Penalty: 5971.283691
	Iteration 108Q: 3 clusters Score -2.261993e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 162381 members 
Entering Unmasked Estep 
Score: -22619934.000000 Penalty: 5971.283691
	Iteration 109Q: 3 clusters Score -2.261993e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 162452 members 
Entering Unmasked Estep 
Score: -22619926.000000 Penalty: 5971.283691
	Iteration 110Q: 3 clusters Score -2.261993e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 162531 members 
Entering Unmasked Estep 
Score: -22619854.000000 Penalty: 5971.283691
	Iteration 111Q: 3 clusters Score -2.261985e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 162616 members 
Entering Unmasked Estep 
Score: -22619832.000000 Penalty: 5971.283691
	Iteration 112Q: 3 clusters Score -2.261983e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 162690 members 
Entering Unmasked Estep 
Score: -22619804.000000 Penalty: 5971.283691
	Iteration 113Q: 3 clusters Score -2.26198e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 162758 members 
Entering Unmasked Estep 
Score: -22619782.000000 Penalty: 5971.283691
	Iteration 114Q: 3 clusters Score -2.261978e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 162828 members 
Entering Unmasked Estep 
Score: -22619742.000000 Penalty: 5971.283691
	Iteration 115Q: 3 clusters Score -2.261974e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 162902 members 
Entering Unmasked Estep 
Score: -22619710.000000 Penalty: 5971.283691
	Iteration 116Q: 3 clusters Score -2.261971e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 162958 members 
Entering Unmasked Estep 
Score: -22619698.000000 Penalty: 5971.283691
	Iteration 117Q: 3 clusters Score -2.26197e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 163015 members 
Entering Unmasked Estep 
Score: -22619702.000000 Penalty: 5971.283691
	Iteration 118Q: 3 clusters Score -2.26197e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 163073 members 
Entering Unmasked Estep 
Score: -22619672.000000 Penalty: 5971.283691
	Iteration 119Q: 3 clusters Score -2.261967e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 163120 members 
Entering Unmasked Estep 
Score: -22619636.000000 Penalty: 5971.283691
	Iteration 120F: 3 clusters Score -2.261964e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 163165 members 
Entering Unmasked Estep 
Score: -22619630.000000 Penalty: 5971.283691
	Iteration 121Q: 3 clusters Score -2.261963e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 163210 members 
Entering Unmasked Estep 
Score: -22619622.000000 Penalty: 5971.283691
	Iteration 122Q: 3 clusters Score -2.261962e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 163255 members 
Entering Unmasked Estep 
Score: -22619588.000000 Penalty: 5971.283691
	Iteration 123Q: 3 clusters Score -2.261959e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 163296 members 
Entering Unmasked Estep 
Score: -22619582.000000 Penalty: 5971.283691
	Iteration 124Q: 3 clusters Score -2.261958e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 163327 members 
Entering Unmasked Estep 
Score: -22619588.000000 Penalty: 5971.283691
	Iteration 125Q: 3 clusters Score -2.261959e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 163358 members 
Entering Unmasked Estep 
Score: -22619568.000000 Penalty: 5971.283691
	Iteration 126Q: 3 clusters Score -2.261957e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 163394 members 
Entering Unmasked Estep 
Score: -22619562.000000 Penalty: 5971.283691
	Iteration 127Q: 3 clusters Score -2.261956e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 163424 members 
Entering Unmasked Estep 
Score: -22619524.000000 Penalty: 5971.283691
	Iteration 128Q: 3 clusters Score -2.261952e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 163459 members 
Entering Unmasked Estep 
Score: -22619512.000000 Penalty: 5971.283691
	Iteration 129Q: 3 clusters Score -2.261951e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 163491 members 
Entering Unmasked Estep 
Score: -22619480.000000 Penalty: 5971.283691
	Iteration 130Q: 3 clusters Score -2.261948e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 163522 members 
Entering Unmasked Estep 
Score: -22619468.000000 Penalty: 5971.283691
	Iteration 131Q: 3 clusters Score -2.261947e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 163552 members 
Entering Unmasked Estep 
Score: -22619438.000000 Penalty: 5971.283691
	Iteration 132Q: 3 clusters Score -2.261944e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 163586 members 
Entering Unmasked Estep 
Score: -22619432.000000 Penalty: 5971.283691
	Iteration 133Q: 3 clusters Score -2.261943e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 163625 members 
Entering Unmasked Estep 
Score: -22619452.000000 Penalty: 5971.283691
	Iteration 134Q: 3 clusters Score -2.261945e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 163674 members 
Entering Unmasked Estep 
Score: -22619428.000000 Penalty: 5971.283691
	Iteration 135Q: 3 clusters Score -2.261943e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 163728 members 
Entering Unmasked Estep 
Score: -22619438.000000 Penalty: 5971.283691
	Iteration 136Q: 3 clusters Score -2.261944e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 163782 members 
Entering Unmasked Estep 
Score: -22619424.000000 Penalty: 5971.283691
	Iteration 137Q: 3 clusters Score -2.261942e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 163830 members 
Entering Unmasked Estep 
Score: -22619440.000000 Penalty: 5971.283691
	Iteration 138Q: 3 clusters Score -2.261944e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 163876 members 
Entering Unmasked Estep 
Score: -22619444.000000 Penalty: 5971.283691
	Iteration 139Q: 3 clusters Score -2.261944e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 163931 members 
Entering Unmasked Estep 
Score: -22619434.000000 Penalty: 5971.283691
	Iteration 140F: 3 clusters Score -2.261943e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 163982 members 
Entering Unmasked Estep 
Score: -22619394.000000 Penalty: 5971.283691
	Iteration 141Q: 3 clusters Score -2.261939e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 164035 members 
Entering Unmasked Estep 
Score: -22619378.000000 Penalty: 5971.283691
	Iteration 142Q: 3 clusters Score -2.261938e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 164108 members 
Entering Unmasked Estep 
Score: -22619360.000000 Penalty: 5971.283691
	Iteration 143Q: 3 clusters Score -2.261936e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 164175 members 
Entering Unmasked Estep 
Score: -22619328.000000 Penalty: 5971.283691
	Iteration 144Q: 3 clusters Score -2.261933e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 164241 members 
Entering Unmasked Estep 
Score: -22619278.000000 Penalty: 5971.283691
	Iteration 145Q: 3 clusters Score -2.261928e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 164284 members 
Entering Unmasked Estep 
Score: -22619254.000000 Penalty: 5971.283691
	Iteration 146Q: 3 clusters Score -2.261925e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 164339 members 
Entering Unmasked Estep 
Score: -22619212.000000 Penalty: 5971.283691
	Iteration 147Q: 3 clusters Score -2.261921e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 164398 members 
Entering Unmasked Estep 
Score: -22619238.000000 Penalty: 5971.283691
	Iteration 148Q: 3 clusters Score -2.261924e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 164456 members 
Entering Unmasked Estep 
Score: -22619238.000000 Penalty: 5971.283691
	Iteration 149Q: 3 clusters Score -2.261924e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 164521 members 
Entering Unmasked Estep 
Score: -22619178.000000 Penalty: 5971.283691
	Iteration 150Q: 3 clusters Score -2.261918e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 164576 members 
Entering Unmasked Estep 
Score: -22619152.000000 Penalty: 5971.283691
	Iteration 151Q: 3 clusters Score -2.261915e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 164626 members 
Entering Unmasked Estep 
Score: -22619142.000000 Penalty: 5971.283691
	Iteration 152Q: 3 clusters Score -2.261914e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 164684 members 
Entering Unmasked Estep 
Score: -22619130.000000 Penalty: 5971.283691
	Iteration 153Q: 3 clusters Score -2.261913e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 164723 members 
Entering Unmasked Estep 
Score: -22619114.000000 Penalty: 5971.283691
	Iteration 154Q: 3 clusters Score -2.261911e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 164755 members 
Entering Unmasked Estep 
Score: -22619090.000000 Penalty: 5971.283691
	Iteration 155Q: 3 clusters Score -2.261909e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 164787 members 
Entering Unmasked Estep 
Score: -22619050.000000 Penalty: 5971.283691
	Iteration 156Q: 3 clusters Score -2.261905e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 164816 members 
Entering Unmasked Estep 
Score: -22619056.000000 Penalty: 5971.283691
	Iteration 157Q: 3 clusters Score -2.261906e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 164831 members 
Entering Unmasked Estep 
Score: -22619042.000000 Penalty: 5971.283691
	Iteration 158Q: 3 clusters Score -2.261904e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 164850 members 
Entering Unmasked Estep 
Score: -22619052.000000 Penalty: 5971.283691
	Iteration 159Q: 3 clusters Score -2.261905e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 164865 members 
Entering Unmasked Estep 
Score: -22619058.000000 Penalty: 5971.283691
	Iteration 160F: 3 clusters Score -2.261906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 164879 members 
Entering Unmasked Estep 
Score: -22619040.000000 Penalty: 5971.283691
	Iteration 161Q: 3 clusters Score -2.261904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 164888 members 
Entering Unmasked Estep 
Score: -22619042.000000 Penalty: 5971.283691
	Iteration 162Q: 3 clusters Score -2.261904e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 164896 members 
Entering Unmasked Estep 
Score: -22619056.000000 Penalty: 5971.283691
	Iteration 163Q: 3 clusters Score -2.261906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 164904 members 
Entering Unmasked Estep 
Score: -22619050.000000 Penalty: 5971.283691
	Iteration 164Q: 3 clusters Score -2.261905e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 164919 members 
Entering Unmasked Estep 
Score: -22619030.000000 Penalty: 5971.283691
	Iteration 165Q: 3 clusters Score -2.261903e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 164935 members 
Entering Unmasked Estep 
Score: -22619020.000000 Penalty: 5971.283691
	Iteration 166Q: 3 clusters Score -2.261902e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 164955 members 
Entering Unmasked Estep 
Score: -22619006.000000 Penalty: 5971.283691
	Iteration 167Q: 3 clusters Score -2.261901e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 164978 members 
Entering Unmasked Estep 
Score: -22619022.000000 Penalty: 5971.283691
	Iteration 168Q: 3 clusters Score -2.261902e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 165000 members 
Entering Unmasked Estep 
Score: -22618994.000000 Penalty: 5971.283691
	Iteration 169Q: 3 clusters Score -2.261899e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 165029 members 
Entering Unmasked Estep 
Score: -22618986.000000 Penalty: 5971.283691
	Iteration 170Q: 3 clusters Score -2.261899e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 165049 members 
Entering Unmasked Estep 
Score: -22618984.000000 Penalty: 5971.283691
	Iteration 171Q: 3 clusters Score -2.261898e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 165077 members 
Entering Unmasked Estep 
Score: -22618976.000000 Penalty: 5971.283691
	Iteration 172Q: 3 clusters Score -2.261898e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 165100 members 
Entering Unmasked Estep 
Score: -22618982.000000 Penalty: 5971.283691
	Iteration 173Q: 3 clusters Score -2.261898e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 165122 members 
Entering Unmasked Estep 
Score: -22618960.000000 Penalty: 5971.283691
	Iteration 174Q: 3 clusters Score -2.261896e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 165144 members 
Entering Unmasked Estep 
Score: -22619008.000000 Penalty: 5971.283691
	Iteration 175Q: 3 clusters Score -2.261901e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 165163 members 
Entering Unmasked Estep 
Score: -22618994.000000 Penalty: 5971.283691
	Iteration 176Q: 3 clusters Score -2.261899e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 165194 members 
Entering Unmasked Estep 
Score: -22618980.000000 Penalty: 5971.283691
	Iteration 177Q: 3 clusters Score -2.261898e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 165222 members 
Entering Unmasked Estep 
Score: -22618972.000000 Penalty: 5971.283691
	Iteration 178Q: 3 clusters Score -2.261897e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 165256 members 
Entering Unmasked Estep 
Score: -22618990.000000 Penalty: 5971.283691
	Iteration 179Q: 3 clusters Score -2.261899e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 165285 members 
Entering Unmasked Estep 
Score: -22618970.000000 Penalty: 5971.283691
	Iteration 180F: 3 clusters Score -2.261897e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 165303 members 
Entering Unmasked Estep 
Score: -22618976.000000 Penalty: 5971.283691
	Iteration 181Q: 3 clusters Score -2.261898e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 165325 members 
Entering Unmasked Estep 
Score: -22619004.000000 Penalty: 5971.283691
	Iteration 182Q: 3 clusters Score -2.2619e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 165348 members 
Entering Unmasked Estep 
Score: -22618982.000000 Penalty: 5971.283691
	Iteration 183Q: 3 clusters Score -2.261898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 165362 members 
Entering Unmasked Estep 
Score: -22618972.000000 Penalty: 5971.283691
	Iteration 184Q: 3 clusters Score -2.261897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 165376 members 
Entering Unmasked Estep 
Score: -22618978.000000 Penalty: 5971.283691
	Iteration 185Q: 3 clusters Score -2.261898e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 165393 members 
Entering Unmasked Estep 
Score: -22618978.000000 Penalty: 5971.283691
	Iteration 186Q: 3 clusters Score -2.261898e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 165410 members 
Entering Unmasked Estep 
Score: -22618962.000000 Penalty: 5971.283691
	Iteration 187Q: 3 clusters Score -2.261896e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 165429 members 
Entering Unmasked Estep 
Score: -22618928.000000 Penalty: 5971.283691
	Iteration 188Q: 3 clusters Score -2.261893e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 165450 members 
Entering Unmasked Estep 
Score: -22618932.000000 Penalty: 5971.283691
	Iteration 189Q: 3 clusters Score -2.261893e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 165467 members 
Entering Unmasked Estep 
Score: -22618910.000000 Penalty: 5971.283691
	Iteration 190Q: 3 clusters Score -2.261891e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 165487 members 
Entering Unmasked Estep 
Score: -22618906.000000 Penalty: 5971.283691
	Iteration 191Q: 3 clusters Score -2.261891e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 165501 members 
Entering Unmasked Estep 
Score: -22618912.000000 Penalty: 5971.283691
	Iteration 192Q: 3 clusters Score -2.261891e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 165519 members 
Entering Unmasked Estep 
Score: -22618908.000000 Penalty: 5971.283691
	Iteration 193Q: 3 clusters Score -2.261891e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 165537 members 
Entering Unmasked Estep 
Score: -22618898.000000 Penalty: 5971.283691
	Iteration 194Q: 3 clusters Score -2.26189e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 165553 members 
Entering Unmasked Estep 
Score: -22618884.000000 Penalty: 5971.283691
	Iteration 195Q: 3 clusters Score -2.261888e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 165564 members 
Entering Unmasked Estep 
Score: -22618882.000000 Penalty: 5971.283691
	Iteration 196Q: 3 clusters Score -2.261888e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 165575 members 
Entering Unmasked Estep 
Score: -22618878.000000 Penalty: 5971.283691
	Iteration 197Q: 3 clusters Score -2.261888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 165584 members 
Entering Unmasked Estep 
Score: -22618866.000000 Penalty: 5971.283691
	Iteration 198Q: 3 clusters Score -2.261887e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 165596 members 
Entering Unmasked Estep 
Score: -22618876.000000 Penalty: 5971.283691
	Iteration 199Q: 3 clusters Score -2.261888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 165604 members 
Entering Unmasked Estep 
Score: -22618860.000000 Penalty: 5971.283691
	Iteration 200F: 3 clusters Score -2.261886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 165615 members 
Entering Unmasked Estep 
Score: -22618864.000000 Penalty: 5971.283691
	Iteration 201Q: 3 clusters Score -2.261886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 165625 members 
Entering Unmasked Estep 
Score: -22618854.000000 Penalty: 5971.283691
	Iteration 202Q: 3 clusters Score -2.261885e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 165644 members 
Entering Unmasked Estep 
Score: -22618848.000000 Penalty: 5971.283691
	Iteration 203Q: 3 clusters Score -2.261885e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 165659 members 
Entering Unmasked Estep 
Score: -22618854.000000 Penalty: 5971.283691
	Iteration 204Q: 3 clusters Score -2.261885e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 165672 members 
Entering Unmasked Estep 
Score: -22618854.000000 Penalty: 5971.283691
	Iteration 205Q: 3 clusters Score -2.261885e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 165689 members 
Entering Unmasked Estep 
Score: -22618856.000000 Penalty: 5971.283691
	Iteration 206Q: 3 clusters Score -2.261886e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 165701 members 
Entering Unmasked Estep 
Score: -22618838.000000 Penalty: 5971.283691
	Iteration 207Q: 3 clusters Score -2.261884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 165706 members 
Entering Unmasked Estep 
Score: -22618858.000000 Penalty: 5971.283691
	Iteration 208Q: 3 clusters Score -2.261886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 165718 members 
Entering Unmasked Estep 
Score: -22618846.000000 Penalty: 5971.283691
	Iteration 209Q: 3 clusters Score -2.261885e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 165733 members 
Entering Unmasked Estep 
Score: -22618800.000000 Penalty: 5971.283691
	Iteration 210Q: 3 clusters Score -2.26188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 165746 members 
Entering Unmasked Estep 
Score: -22618818.000000 Penalty: 5971.283691
	Iteration 211Q: 3 clusters Score -2.261882e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 165766 members 
Entering Unmasked Estep 
Score: -22618810.000000 Penalty: 5971.283691
	Iteration 212Q: 3 clusters Score -2.261881e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 165785 members 
Entering Unmasked Estep 
Score: -22618788.000000 Penalty: 5971.283691
	Iteration 213Q: 3 clusters Score -2.261879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 165799 members 
Entering Unmasked Estep 
Score: -22618796.000000 Penalty: 5971.283691
	Iteration 214Q: 3 clusters Score -2.26188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 165808 members 
Entering Unmasked Estep 
Score: -22618806.000000 Penalty: 5971.283691
	Iteration 215Q: 3 clusters Score -2.261881e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 165829 members 
Entering Unmasked Estep 
Score: -22618802.000000 Penalty: 5971.283691
	Iteration 216Q: 3 clusters Score -2.26188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 165846 members 
Entering Unmasked Estep 
Score: -22618774.000000 Penalty: 5971.283691
	Iteration 217Q: 3 clusters Score -2.261877e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 165861 members 
Entering Unmasked Estep 
Score: -22618786.000000 Penalty: 5971.283691
	Iteration 218Q: 3 clusters Score -2.261879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 165873 members 
Entering Unmasked Estep 
Score: -22618768.000000 Penalty: 5971.283691
	Iteration 219Q: 3 clusters Score -2.261877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 165884 members 
Entering Unmasked Estep 
Score: -22618776.000000 Penalty: 5971.283691
	Iteration 220F: 3 clusters Score -2.261878e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 165900 members 
Entering Unmasked Estep 
Score: -22618748.000000 Penalty: 5971.283691
	Iteration 221Q: 3 clusters Score -2.261875e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 165914 members 
Entering Unmasked Estep 
Score: -22618738.000000 Penalty: 5971.283691
	Iteration 222Q: 3 clusters Score -2.261874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 165922 members 
Entering Unmasked Estep 
Score: -22618734.000000 Penalty: 5971.283691
	Iteration 223Q: 3 clusters Score -2.261873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 165931 members 
Entering Unmasked Estep 
Score: -22618728.000000 Penalty: 5971.283691
	Iteration 224Q: 3 clusters Score -2.261873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 165941 members 
Entering Unmasked Estep 
Score: -22618714.000000 Penalty: 5971.283691
	Iteration 225Q: 3 clusters Score -2.261871e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 165955 members 
Entering Unmasked Estep 
Score: -22618704.000000 Penalty: 5971.283691
	Iteration 226Q: 3 clusters Score -2.26187e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 165971 members 
Entering Unmasked Estep 
Score: -22618722.000000 Penalty: 5971.283691
	Iteration 227Q: 3 clusters Score -2.261872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 165989 members 
Entering Unmasked Estep 
Score: -22618724.000000 Penalty: 5971.283691
	Iteration 228Q: 3 clusters Score -2.261872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 166003 members 
Entering Unmasked Estep 
Score: -22618722.000000 Penalty: 5971.283691
	Iteration 229Q: 3 clusters Score -2.261872e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 166023 members 
Entering Unmasked Estep 
Score: -22618710.000000 Penalty: 5971.283691
	Iteration 230Q: 3 clusters Score -2.261871e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 166047 members 
Entering Unmasked Estep 
Score: -22618706.000000 Penalty: 5971.283691
	Iteration 231Q: 3 clusters Score -2.261871e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 166067 members 
Entering Unmasked Estep 
Score: -22618716.000000 Penalty: 5971.283691
	Iteration 232Q: 3 clusters Score -2.261872e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 166082 members 
Entering Unmasked Estep 
Score: -22618738.000000 Penalty: 5971.283691
	Iteration 233Q: 3 clusters Score -2.261874e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 166096 members 
Entering Unmasked Estep 
Score: -22618734.000000 Penalty: 5971.283691
	Iteration 234Q: 3 clusters Score -2.261873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 166106 members 
Entering Unmasked Estep 
Score: -22618748.000000 Penalty: 5971.283691
	Iteration 235Q: 3 clusters Score -2.261875e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 166121 members 
Entering Unmasked Estep 
Score: -22618754.000000 Penalty: 5971.283691
	Iteration 236Q: 3 clusters Score -2.261875e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 166137 members 
Entering Unmasked Estep 
Score: -22618730.000000 Penalty: 5971.283691
	Iteration 237Q: 3 clusters Score -2.261873e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 166157 members 
Entering Unmasked Estep 
Score: -22618730.000000 Penalty: 5971.283691
	Iteration 238Q: 3 clusters Score -2.261873e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 166174 members 
Entering Unmasked Estep 
Score: -22618744.000000 Penalty: 5971.283691
	Iteration 239Q: 3 clusters Score -2.261874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 166183 members 
Entering Unmasked Estep 
Score: -22618762.000000 Penalty: 5971.283691
	Iteration 240F: 3 clusters Score -2.261876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 166194 members 
Entering Unmasked Estep 
Score: -22618756.000000 Penalty: 5971.283691
	Iteration 241Q: 3 clusters Score -2.261876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 166202 members 
Entering Unmasked Estep 
Score: -22618742.000000 Penalty: 5971.283691
	Iteration 242Q: 3 clusters Score -2.261874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 166212 members 
Entering Unmasked Estep 
Score: -22618746.000000 Penalty: 5971.283691
	Iteration 243Q: 3 clusters Score -2.261875e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 166221 members 
Entering Unmasked Estep 
Score: -22618744.000000 Penalty: 5971.283691
	Iteration 244Q: 3 clusters Score -2.261874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 166223 members 
Entering Unmasked Estep 
Score: -22618754.000000 Penalty: 5971.283691
	Iteration 245Q: 3 clusters Score -2.261875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 166225 members 
Entering Unmasked Estep 
Score: -22618752.000000 Penalty: 5971.283691
	Iteration 246Q: 3 clusters Score -2.261875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 166226 members 
Entering Unmasked Estep 
Score: -22618744.000000 Penalty: 5971.283691
	Iteration 247Q: 3 clusters Score -2.261874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 166228 members 
Entering Unmasked Estep 
Score: -22618752.000000 Penalty: 5971.283691
	Iteration 248Q: 3 clusters Score -2.261875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 166229 members 
Entering Unmasked Estep 
Score: -22618752.000000 Penalty: 5971.283691
	Iteration 249Q: 3 clusters Score -2.261875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 166229 members 
Entering Unmasked Estep 
Score: -22618752.000000 Penalty: 5971.283691
	Iteration 250F: 3 clusters Score -2.261875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -91993.265625 Penalty: 1641.447266
	Iteration 0F: 2 clusters Score -91993.27 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 371 members 
Entering Unmasked Estep 
Score: -90230.695312 Penalty: 3282.894531
	Iteration 0F: 3 clusters Score -90230.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -90477.226562 Penalty: 3282.894531
	Iteration 1F: 3 clusters Score -90477.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -90576.882812 Penalty: 3282.894531
	Iteration 2F: 3 clusters Score -90576.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -90645.312500 Penalty: 3282.894531
	Iteration 3Q: 3 clusters Score -90645.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -90719.171875 Penalty: 3282.894531
	Iteration 4Q: 3 clusters Score -90719.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -90902.515625 Penalty: 3282.894531
	Iteration 5Q: 3 clusters Score -90902.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -91146.195312 Penalty: 3282.894531
	Iteration 6Q: 3 clusters Score -91146.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -91274.625000 Penalty: 3282.894531
	Iteration 7Q: 3 clusters Score -91274.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -91352.242188 Penalty: 3282.894531
	Iteration 8Q: 3 clusters Score -91352.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -91406.859375 Penalty: 3282.894531
	Iteration 9Q: 3 clusters Score -91406.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -91454.296875 Penalty: 3282.894531
	Iteration 10Q: 3 clusters Score -91454.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -91504.414062 Penalty: 3282.894531
	Iteration 11Q: 3 clusters Score -91504.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -91570.570312 Penalty: 3282.894531
	Iteration 12Q: 3 clusters Score -91570.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -91627.882812 Penalty: 3282.894531
	Iteration 13Q: 3 clusters Score -91627.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -91681.546875 Penalty: 3282.894531
	Iteration 14Q: 3 clusters Score -91681.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -91710.773438 Penalty: 3282.894531
	Iteration 15Q: 3 clusters Score -91710.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -91736.492188 Penalty: 3282.894531
	Iteration 16Q: 3 clusters Score -91736.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -91778.867188 Penalty: 3282.894531
	Iteration 17Q: 3 clusters Score -91778.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -91935.554688 Penalty: 3282.894531
	Iteration 18Q: 3 clusters Score -91935.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -92060.828125 Penalty: 3282.894531
	Iteration 19Q: 3 clusters Score -92060.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -92107.562500 Penalty: 3282.894531
	Iteration 20F: 3 clusters Score -92107.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -92138.210938 Penalty: 3282.894531
	Iteration 21Q: 3 clusters Score -92138.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -92168.054688 Penalty: 3282.894531
	Iteration 22Q: 3 clusters Score -92168.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -92183.242188 Penalty: 3282.894531
	Iteration 23Q: 3 clusters Score -92183.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -92195.750000 Penalty: 3282.894531
	Iteration 24Q: 3 clusters Score -92195.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -92199.164062 Penalty: 3282.894531
	Iteration 25Q: 3 clusters Score -92199.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -92212.046875 Penalty: 3282.894531
	Iteration 26Q: 3 clusters Score -92212.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -92230.195312 Penalty: 3282.894531
	Iteration 27Q: 3 clusters Score -92230.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -92330.031250 Penalty: 3282.894531
	Iteration 28Q: 3 clusters Score -92330.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -92430.921875 Penalty: 3282.894531
	Iteration 29Q: 3 clusters Score -92430.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -92451.460938 Penalty: 3282.894531
	Iteration 30Q: 3 clusters Score -92451.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -92451.460938 Penalty: 3282.894531
	Iteration 31F: 3 clusters Score -92451.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 61181 members 
Mstep: Class 3 contains 190384 members 
Mstep: Class 4 contains 54912 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99632 members 
Mstep: Class 7 contains 8811 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114854 members 
Mstep: Class 10 contains 178075 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 11767 members 
Mstep: Class 13 contains 169207 members 
Mstep: Class 14 contains 293 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51472 members 
Mstep: Class 17 contains 74125 members 
Mstep: Class 18 contains 173046 members 
Mstep: Class 19 contains 177237 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2522 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 456 members 
Entering Unmasked Estep 
Score: -180411856.000000 Penalty: 87655.367188
Splitting cluster 14 changes total score from -180413472.000000 to -180411856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -20896.152344 Penalty: 1278.016357
	Iteration 0F: 2 clusters Score -20896.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -19809.431641 Penalty: 2556.032715
	Iteration 0F: 3 clusters Score -19809.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19844.656250 Penalty: 2556.032715
	Iteration 1Q: 3 clusters Score -19844.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19854.158203 Penalty: 2556.032715
	Iteration 2Q: 3 clusters Score -19854.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19864.876953 Penalty: 2556.032715
	Iteration 3Q: 3 clusters Score -19864.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19864.876953 Penalty: 2556.032715
	Iteration 4F: 3 clusters Score -19864.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (51472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Entering Unmasked Estep 
Score: -6850460.000000 Penalty: 2690.500732
	Iteration 0F: 2 clusters Score -6850460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -6815782.000000 Penalty: 5381.001465
	Iteration 0F: 3 clusters Score -6815782 nChanged 23818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -6829233.000000 Penalty: 5381.001465
	Iteration 1F: 3 clusters Score -6829233 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -6829797.000000 Penalty: 5381.001465
	Iteration 2Q: 3 clusters Score -6829797 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -6830556.000000 Penalty: 5381.001465
	Iteration 3Q: 3 clusters Score -6830556 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -6831521.500000 Penalty: 5381.001465
	Iteration 4Q: 3 clusters Score -6831522 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -6832749.500000 Penalty: 5381.001465
	Iteration 5Q: 3 clusters Score -6832750 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -6834238.500000 Penalty: 5381.001465
	Iteration 6F: 3 clusters Score -6834238 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -6836579.000000 Penalty: 5381.001465
	Iteration 7F: 3 clusters Score -6836579 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -6839399.000000 Penalty: 5381.001465
	Iteration 8F: 3 clusters Score -6839399 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -6842303.000000 Penalty: 5381.001465
	Iteration 9F: 3 clusters Score -6842303 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -6844305.000000 Penalty: 5381.001465
	Iteration 10F: 3 clusters Score -6844305 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -6845183.000000 Penalty: 5381.001465
	Iteration 11Q: 3 clusters Score -6845183 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -6845595.500000 Penalty: 5381.001465
	Iteration 12Q: 3 clusters Score -6845596 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -6845969.000000 Penalty: 5381.001465
	Iteration 13Q: 3 clusters Score -6845969 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -6846246.000000 Penalty: 5381.001465
	Iteration 14Q: 3 clusters Score -6846246 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -6846435.500000 Penalty: 5381.001465
	Iteration 15Q: 3 clusters Score -6846436 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -6846637.000000 Penalty: 5381.001465
	Iteration 16Q: 3 clusters Score -6846637 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -6846838.000000 Penalty: 5381.001465
	Iteration 17Q: 3 clusters Score -6846838 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -6846989.000000 Penalty: 5381.001465
	Iteration 18Q: 3 clusters Score -6846989 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -6847153.500000 Penalty: 5381.001465
	Iteration 19Q: 3 clusters Score -6847154 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -6847337.000000 Penalty: 5381.001465
	Iteration 20F: 3 clusters Score -6847337 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -6847466.500000 Penalty: 5381.001465
	Iteration 21Q: 3 clusters Score -6847466 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -6847583.000000 Penalty: 5381.001465
	Iteration 22Q: 3 clusters Score -6847583 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -6847678.500000 Penalty: 5381.001465
	Iteration 23Q: 3 clusters Score -6847678 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -6847795.000000 Penalty: 5381.001465
	Iteration 24Q: 3 clusters Score -6847795 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -6847886.500000 Penalty: 5381.001465
	Iteration 25Q: 3 clusters Score -6847886 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -6847985.000000 Penalty: 5381.001465
	Iteration 26Q: 3 clusters Score -6847985 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -6848056.500000 Penalty: 5381.001465
	Iteration 27Q: 3 clusters Score -6848056 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -6848122.500000 Penalty: 5381.001465
	Iteration 28Q: 3 clusters Score -6848122 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -6848189.500000 Penalty: 5381.001465
	Iteration 29Q: 3 clusters Score -6848190 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -6848269.500000 Penalty: 5381.001465
	Iteration 30Q: 3 clusters Score -6848270 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -6848308.000000 Penalty: 5381.001465
	Iteration 31Q: 3 clusters Score -6848308 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -6848371.500000 Penalty: 5381.001465
	Iteration 32Q: 3 clusters Score -6848372 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -6848400.500000 Penalty: 5381.001465
	Iteration 33Q: 3 clusters Score -6848400 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -6848428.000000 Penalty: 5381.001465
	Iteration 34Q: 3 clusters Score -6848428 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -6848453.500000 Penalty: 5381.001465
	Iteration 35Q: 3 clusters Score -6848454 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -6848492.000000 Penalty: 5381.001465
	Iteration 36Q: 3 clusters Score -6848492 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -6848506.500000 Penalty: 5381.001465
	Iteration 37Q: 3 clusters Score -6848506 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -6848513.500000 Penalty: 5381.001465
	Iteration 38Q: 3 clusters Score -6848514 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -6848536.500000 Penalty: 5381.001465
	Iteration 39Q: 3 clusters Score -6848536 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -6848558.500000 Penalty: 5381.001465
	Iteration 40F: 3 clusters Score -6848558 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -6848571.500000 Penalty: 5381.001465
	Iteration 41Q: 3 clusters Score -6848572 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -6848593.500000 Penalty: 5381.001465
	Iteration 42Q: 3 clusters Score -6848594 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -6848608.000000 Penalty: 5381.001465
	Iteration 43Q: 3 clusters Score -6848608 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -6848613.500000 Penalty: 5381.001465
	Iteration 44Q: 3 clusters Score -6848614 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -6848620.500000 Penalty: 5381.001465
	Iteration 45Q: 3 clusters Score -6848620 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -6848626.000000 Penalty: 5381.001465
	Iteration 46Q: 3 clusters Score -6848626 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -6848643.000000 Penalty: 5381.001465
	Iteration 47Q: 3 clusters Score -6848643 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -6848642.500000 Penalty: 5381.001465
	Iteration 48Q: 3 clusters Score -6848642 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -6848658.500000 Penalty: 5381.001465
	Iteration 49Q: 3 clusters Score -6848658 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -6848652.500000 Penalty: 5381.001465
	Iteration 50Q: 3 clusters Score -6848652 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -6848681.500000 Penalty: 5381.001465
	Iteration 51Q: 3 clusters Score -6848682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -6848681.000000 Penalty: 5381.001465
	Iteration 52Q: 3 clusters Score -6848681 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -6848677.500000 Penalty: 5381.001465
	Iteration 53Q: 3 clusters Score -6848678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -6848680.000000 Penalty: 5381.001465
	Iteration 54Q: 3 clusters Score -6848680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48818 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -6848691.000000 Penalty: 5381.001465
	Iteration 55Q: 3 clusters Score -6848691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -6848703.000000 Penalty: 5381.001465
	Iteration 56Q: 3 clusters Score -6848703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -6848701.000000 Penalty: 5381.001465
	Iteration 57Q: 3 clusters Score -6848701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -6848702.000000 Penalty: 5381.001465
	Iteration 58Q: 3 clusters Score -6848702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -6848707.500000 Penalty: 5381.001465
	Iteration 59Q: 3 clusters Score -6848708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -6848727.000000 Penalty: 5381.001465
	Iteration 60F: 3 clusters Score -6848727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -6848738.000000 Penalty: 5381.001465
	Iteration 61Q: 3 clusters Score -6848738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -6848742.000000 Penalty: 5381.001465
	Iteration 62Q: 3 clusters Score -6848742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -6848746.500000 Penalty: 5381.001465
	Iteration 63Q: 3 clusters Score -6848746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -6848745.500000 Penalty: 5381.001465
	Iteration 64Q: 3 clusters Score -6848746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -6848747.000000 Penalty: 5381.001465
	Iteration 65Q: 3 clusters Score -6848747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -6848746.500000 Penalty: 5381.001465
	Iteration 66Q: 3 clusters Score -6848746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -6848752.500000 Penalty: 5381.001465
	Iteration 67Q: 3 clusters Score -6848752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -6848753.500000 Penalty: 5381.001465
	Iteration 68Q: 3 clusters Score -6848754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -6848747.500000 Penalty: 5381.001465
	Iteration 69Q: 3 clusters Score -6848748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -6848743.500000 Penalty: 5381.001465
	Iteration 70Q: 3 clusters Score -6848744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -6848749.000000 Penalty: 5381.001465
	Iteration 71Q: 3 clusters Score -6848749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -6848753.000000 Penalty: 5381.001465
	Iteration 72Q: 3 clusters Score -6848753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -6848755.000000 Penalty: 5381.001465
	Iteration 73Q: 3 clusters Score -6848755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -6848759.000000 Penalty: 5381.001465
	Iteration 74Q: 3 clusters Score -6848759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -6848762.500000 Penalty: 5381.001465
	Iteration 75Q: 3 clusters Score -6848762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -6848761.500000 Penalty: 5381.001465
	Iteration 76Q: 3 clusters Score -6848762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -6848766.000000 Penalty: 5381.001465
	Iteration 77Q: 3 clusters Score -6848766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -6848759.500000 Penalty: 5381.001465
	Iteration 78Q: 3 clusters Score -6848760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -6848764.500000 Penalty: 5381.001465
	Iteration 79Q: 3 clusters Score -6848764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -6848760.500000 Penalty: 5381.001465
	Iteration 80F: 3 clusters Score -6848760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -6848754.500000 Penalty: 5381.001465
	Iteration 81Q: 3 clusters Score -6848754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -6848762.500000 Penalty: 5381.001465
	Iteration 82Q: 3 clusters Score -6848762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -6848762.500000 Penalty: 5381.001465
	Iteration 83F: 3 clusters Score -6848762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (74125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74125 members 
Entering Unmasked Estep 
Score: -9840577.000000 Penalty: 2780.950195
	Iteration 0F: 2 clusters Score -9840577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -9790936.000000 Penalty: 5561.900391
	Iteration 0F: 3 clusters Score -9790936 nChanged 34711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -9810424.000000 Penalty: 5561.900391
	Iteration 1F: 3 clusters Score -9810424 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -9811417.000000 Penalty: 5561.900391
	Iteration 2Q: 3 clusters Score -9811417 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -9812671.000000 Penalty: 5561.900391
	Iteration 3Q: 3 clusters Score -9812671 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -9814517.000000 Penalty: 5561.900391
	Iteration 4F: 3 clusters Score -9814517 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -9817341.000000 Penalty: 5561.900391
	Iteration 5F: 3 clusters Score -9817341 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56395 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -9821649.000000 Penalty: 5561.900391
	Iteration 6F: 3 clusters Score -9821649 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62528 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -9827186.000000 Penalty: 5561.900391
	Iteration 7F: 3 clusters Score -9827186 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67958 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -9832500.000000 Penalty: 5561.900391
	Iteration 8F: 3 clusters Score -9832500 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71471 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -9835909.000000 Penalty: 5561.900391
	Iteration 9Q: 3 clusters Score -9835909 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73034 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9837400.000000 Penalty: 5561.900391
	Iteration 10Q: 3 clusters Score -9837400 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73568 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9837915.000000 Penalty: 5561.900391
	Iteration 11Q: 3 clusters Score -9837915 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73728 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9838089.000000 Penalty: 5561.900391
	Iteration 12Q: 3 clusters Score -9838089 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73794 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9838165.000000 Penalty: 5561.900391
	Iteration 13Q: 3 clusters Score -9838165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73822 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9838212.000000 Penalty: 5561.900391
	Iteration 14Q: 3 clusters Score -9838212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73836 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9838250.000000 Penalty: 5561.900391
	Iteration 15Q: 3 clusters Score -9838250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73849 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9838250.000000 Penalty: 5561.900391
	Iteration 16Q: 3 clusters Score -9838250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73857 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9838276.000000 Penalty: 5561.900391
	Iteration 17Q: 3 clusters Score -9838276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73861 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9838288.000000 Penalty: 5561.900391
	Iteration 18Q: 3 clusters Score -9838288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73854 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9838295.000000 Penalty: 5561.900391
	Iteration 19Q: 3 clusters Score -9838295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73857 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9838315.000000 Penalty: 5561.900391
	Iteration 20F: 3 clusters Score -9838315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73855 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9838315.000000 Penalty: 5561.900391
	Iteration 21Q: 3 clusters Score -9838315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73855 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9838335.000000 Penalty: 5561.900391
	Iteration 22Q: 3 clusters Score -9838335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73854 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9838347.000000 Penalty: 5561.900391
	Iteration 23Q: 3 clusters Score -9838347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73854 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9838359.000000 Penalty: 5561.900391
	Iteration 24Q: 3 clusters Score -9838359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73857 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9838378.000000 Penalty: 5561.900391
	Iteration 25Q: 3 clusters Score -9838378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73858 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9838386.000000 Penalty: 5561.900391
	Iteration 26Q: 3 clusters Score -9838386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73861 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9838398.000000 Penalty: 5561.900391
	Iteration 27Q: 3 clusters Score -9838398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73856 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9838413.000000 Penalty: 5561.900391
	Iteration 28Q: 3 clusters Score -9838413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73853 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9838412.000000 Penalty: 5561.900391
	Iteration 29Q: 3 clusters Score -9838412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73853 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9838412.000000 Penalty: 5561.900391
	Iteration 30F: 3 clusters Score -9838412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73852 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9838409.000000 Penalty: 5561.900391
	Iteration 31Q: 3 clusters Score -9838409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73851 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9838420.000000 Penalty: 5561.900391
	Iteration 32Q: 3 clusters Score -9838420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73851 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9838420.000000 Penalty: 5561.900391
	Iteration 33F: 3 clusters Score -9838420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (173046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173046 members 
Entering Unmasked Estep 
Score: -23142606.000000 Penalty: 2991.205566
	Iteration 0F: 2 clusters Score -2.314261e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86805 members 
Mstep: Class 2 contains 86241 members 
Entering Unmasked Estep 
Score: -23033592.000000 Penalty: 5982.411133
	Iteration 0F: 3 clusters Score -2.303359e+07 nChanged 82719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89766 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
Score: -23081324.000000 Penalty: 5982.411133
	Iteration 1F: 3 clusters Score -2.308132e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91482 members 
Mstep: Class 2 contains 81564 members 
Entering Unmasked Estep 
Score: -23082586.000000 Penalty: 5982.411133
	Iteration 2Q: 3 clusters Score -2.308259e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94216 members 
Mstep: Class 2 contains 78830 members 
Entering Unmasked Estep 
Score: -23084342.000000 Penalty: 5982.411133
	Iteration 3Q: 3 clusters Score -2.308434e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98281 members 
Mstep: Class 2 contains 74765 members 
Entering Unmasked Estep 
Score: -23086992.000000 Penalty: 5982.411133
	Iteration 4Q: 3 clusters Score -2.308699e+07 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104349 members 
Mstep: Class 2 contains 68697 members 
Entering Unmasked Estep 
Score: -23091188.000000 Penalty: 5982.411133
	Iteration 5Q: 3 clusters Score -2.309119e+07 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112919 members 
Mstep: Class 2 contains 60127 members 
Entering Unmasked Estep 
Score: -23097826.000000 Penalty: 5982.411133
	Iteration 6F: 3 clusters Score -2.309783e+07 nChanged 11889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123830 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -23107540.000000 Penalty: 5982.411133
	Iteration 7F: 3 clusters Score -2.310754e+07 nChanged 12522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135828 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -23118484.000000 Penalty: 5982.411133
	Iteration 8F: 3 clusters Score -2.311848e+07 nChanged 11301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146817 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -23128256.000000 Penalty: 5982.411133
	Iteration 9F: 3 clusters Score -2.312826e+07 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155216 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -23134564.000000 Penalty: 5982.411133
	Iteration 10Q: 3 clusters Score -2.313456e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160741 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -23137744.000000 Penalty: 5982.411133
	Iteration 11Q: 3 clusters Score -2.313774e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164348 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -23139204.000000 Penalty: 5982.411133
	Iteration 12Q: 3 clusters Score -2.31392e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166499 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -23139864.000000 Penalty: 5982.411133
	Iteration 13Q: 3 clusters Score -2.313986e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167873 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -23140386.000000 Penalty: 5982.411133
	Iteration 14Q: 3 clusters Score -2.314039e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168729 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -23140602.000000 Penalty: 5982.411133
	Iteration 15Q: 3 clusters Score -2.31406e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169272 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -23140632.000000 Penalty: 5982.411133
	Iteration 16Q: 3 clusters Score -2.314063e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169656 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -23140662.000000 Penalty: 5982.411133
	Iteration 17Q: 3 clusters Score -2.314066e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169948 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -23140778.000000 Penalty: 5982.411133
	Iteration 18Q: 3 clusters Score -2.314078e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170156 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -23140884.000000 Penalty: 5982.411133
	Iteration 19Q: 3 clusters Score -2.314088e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170308 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -23140946.000000 Penalty: 5982.411133
	Iteration 20F: 3 clusters Score -2.314095e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170431 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -23140980.000000 Penalty: 5982.411133
	Iteration 21Q: 3 clusters Score -2.314098e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170534 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -23140988.000000 Penalty: 5982.411133
	Iteration 22Q: 3 clusters Score -2.314099e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170610 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -23141008.000000 Penalty: 5982.411133
	Iteration 23Q: 3 clusters Score -2.314101e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170671 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -23140984.000000 Penalty: 5982.411133
	Iteration 24Q: 3 clusters Score -2.314098e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170720 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -23140972.000000 Penalty: 5982.411133
	Iteration 25Q: 3 clusters Score -2.314097e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170761 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -23140978.000000 Penalty: 5982.411133
	Iteration 26Q: 3 clusters Score -2.314098e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170792 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -23140950.000000 Penalty: 5982.411133
	Iteration 27Q: 3 clusters Score -2.314095e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170818 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -23140958.000000 Penalty: 5982.411133
	Iteration 28Q: 3 clusters Score -2.314096e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170839 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -23140970.000000 Penalty: 5982.411133
	Iteration 29Q: 3 clusters Score -2.314097e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170858 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -23140994.000000 Penalty: 5982.411133
	Iteration 30Q: 3 clusters Score -2.314099e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170882 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -23141010.000000 Penalty: 5982.411133
	Iteration 31Q: 3 clusters Score -2.314101e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170909 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -23141048.000000 Penalty: 5982.411133
	Iteration 32Q: 3 clusters Score -2.314105e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170931 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -23141058.000000 Penalty: 5982.411133
	Iteration 33Q: 3 clusters Score -2.314106e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170947 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -23141064.000000 Penalty: 5982.411133
	Iteration 34Q: 3 clusters Score -2.314106e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170958 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -23141090.000000 Penalty: 5982.411133
	Iteration 35Q: 3 clusters Score -2.314109e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170964 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -23141076.000000 Penalty: 5982.411133
	Iteration 36Q: 3 clusters Score -2.314108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170974 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -23141074.000000 Penalty: 5982.411133
	Iteration 37Q: 3 clusters Score -2.314107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170973 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -23141068.000000 Penalty: 5982.411133
	Iteration 38Q: 3 clusters Score -2.314107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170977 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -23141072.000000 Penalty: 5982.411133
	Iteration 39Q: 3 clusters Score -2.314107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170981 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -23141074.000000 Penalty: 5982.411133
	Iteration 40F: 3 clusters Score -2.314107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170986 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -23141088.000000 Penalty: 5982.411133
	Iteration 41Q: 3 clusters Score -2.314109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170989 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -23141090.000000 Penalty: 5982.411133
	Iteration 42Q: 3 clusters Score -2.314109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170993 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -23141084.000000 Penalty: 5982.411133
	Iteration 43Q: 3 clusters Score -2.314108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170999 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -23141092.000000 Penalty: 5982.411133
	Iteration 44Q: 3 clusters Score -2.314109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171006 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -23141086.000000 Penalty: 5982.411133
	Iteration 45Q: 3 clusters Score -2.314109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171011 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -23141076.000000 Penalty: 5982.411133
	Iteration 46Q: 3 clusters Score -2.314108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171015 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -23141090.000000 Penalty: 5982.411133
	Iteration 47Q: 3 clusters Score -2.314109e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171021 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -23141090.000000 Penalty: 5982.411133
	Iteration 48Q: 3 clusters Score -2.314109e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171027 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -23141090.000000 Penalty: 5982.411133
	Iteration 49Q: 3 clusters Score -2.314109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171028 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -23141102.000000 Penalty: 5982.411133
	Iteration 50Q: 3 clusters Score -2.31411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171032 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -23141086.000000 Penalty: 5982.411133
	Iteration 51Q: 3 clusters Score -2.314109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171033 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -23141090.000000 Penalty: 5982.411133
	Iteration 52Q: 3 clusters Score -2.314109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171037 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -23141076.000000 Penalty: 5982.411133
	Iteration 53Q: 3 clusters Score -2.314108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171037 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -23141078.000000 Penalty: 5982.411133
	Iteration 54Q: 3 clusters Score -2.314108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171038 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -23141090.000000 Penalty: 5982.411133
	Iteration 55Q: 3 clusters Score -2.314109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171039 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -23141082.000000 Penalty: 5982.411133
	Iteration 56Q: 3 clusters Score -2.314108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171039 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -23141082.000000 Penalty: 5982.411133
	Iteration 57F: 3 clusters Score -2.314108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (177237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177237 members 
Entering Unmasked Estep 
Score: -23952304.000000 Penalty: 2997.140381
	Iteration 0F: 2 clusters Score -2.39523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88245 members 
Mstep: Class 2 contains 88992 members 
Entering Unmasked Estep 
Score: -23841250.000000 Penalty: 5994.280762
	Iteration 0F: 3 clusters Score -2.384125e+07 nChanged 85027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83272 members 
Mstep: Class 2 contains 93965 members 
Entering Unmasked Estep 
Score: -23890880.000000 Penalty: 5994.280762
	Iteration 1F: 3 clusters Score -2.389088e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80283 members 
Mstep: Class 2 contains 96954 members 
Entering Unmasked Estep 
Score: -23892152.000000 Penalty: 5994.280762
	Iteration 2Q: 3 clusters Score -2.389215e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75667 members 
Mstep: Class 2 contains 101570 members 
Entering Unmasked Estep 
Score: -23894030.000000 Penalty: 5994.280762
	Iteration 3Q: 3 clusters Score -2.389403e+07 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68671 members 
Mstep: Class 2 contains 108566 members 
Entering Unmasked Estep 
Score: -23897574.000000 Penalty: 5994.280762
	Iteration 4Q: 3 clusters Score -2.389757e+07 nChanged 10385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 118709 members 
Entering Unmasked Estep 
Score: -23903640.000000 Penalty: 5994.280762
	Iteration 5F: 3 clusters Score -2.390364e+07 nChanged 13657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 132324 members 
Entering Unmasked Estep 
Score: -23914312.000000 Penalty: 5994.280762
	Iteration 6F: 3 clusters Score -2.391431e+07 nChanged 15636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 147960 members 
Entering Unmasked Estep 
Score: -23928442.000000 Penalty: 5994.280762
	Iteration 7F: 3 clusters Score -2.392844e+07 nChanged 13828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 161788 members 
Entering Unmasked Estep 
Score: -23940072.000000 Penalty: 5994.280762
	Iteration 8F: 3 clusters Score -2.394007e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 170253 members 
Entering Unmasked Estep 
Score: -23945770.000000 Penalty: 5994.280762
	Iteration 9Q: 3 clusters Score -2.394577e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 174335 members 
Entering Unmasked Estep 
Score: -23947874.000000 Penalty: 5994.280762
	Iteration 10Q: 3 clusters Score -2.394787e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 175858 members 
Entering Unmasked Estep 
Score: -23948854.000000 Penalty: 5994.280762
	Iteration 11Q: 3 clusters Score -2.394885e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 176400 members 
Entering Unmasked Estep 
Score: -23949252.000000 Penalty: 5994.280762
	Iteration 12Q: 3 clusters Score -2.394925e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 176601 members 
Entering Unmasked Estep 
Score: -23949478.000000 Penalty: 5994.280762
	Iteration 13Q: 3 clusters Score -2.394948e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 176673 members 
Entering Unmasked Estep 
Score: -23949570.000000 Penalty: 5994.280762
	Iteration 14Q: 3 clusters Score -2.394957e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 176702 members 
Entering Unmasked Estep 
Score: -23949602.000000 Penalty: 5994.280762
	Iteration 15Q: 3 clusters Score -2.39496e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 176724 members 
Entering Unmasked Estep 
Score: -23949612.000000 Penalty: 5994.280762
	Iteration 16Q: 3 clusters Score -2.394961e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 176741 members 
Entering Unmasked Estep 
Score: -23949630.000000 Penalty: 5994.280762
	Iteration 17Q: 3 clusters Score -2.394963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 176754 members 
Entering Unmasked Estep 
Score: -23949642.000000 Penalty: 5994.280762
	Iteration 18Q: 3 clusters Score -2.394964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 176760 members 
Entering Unmasked Estep 
Score: -23949634.000000 Penalty: 5994.280762
	Iteration 19Q: 3 clusters Score -2.394963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 176764 members 
Entering Unmasked Estep 
Score: -23949658.000000 Penalty: 5994.280762
	Iteration 20F: 3 clusters Score -2.394966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 176768 members 
Entering Unmasked Estep 
Score: -23949654.000000 Penalty: 5994.280762
	Iteration 21Q: 3 clusters Score -2.394965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 176771 members 
Entering Unmasked Estep 
Score: -23949660.000000 Penalty: 5994.280762
	Iteration 22Q: 3 clusters Score -2.394966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 176776 members 
Entering Unmasked Estep 
Score: -23949658.000000 Penalty: 5994.280762
	Iteration 23Q: 3 clusters Score -2.394966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 176778 members 
Entering Unmasked Estep 
Score: -23949662.000000 Penalty: 5994.280762
	Iteration 24Q: 3 clusters Score -2.394966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 176781 members 
Entering Unmasked Estep 
Score: -23949662.000000 Penalty: 5994.280762
	Iteration 25Q: 3 clusters Score -2.394966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 176784 members 
Entering Unmasked Estep 
Score: -23949658.000000 Penalty: 5994.280762
	Iteration 26Q: 3 clusters Score -2.394966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 176787 members 
Entering Unmasked Estep 
Score: -23949646.000000 Penalty: 5994.280762
	Iteration 27Q: 3 clusters Score -2.394965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 176788 members 
Entering Unmasked Estep 
Score: -23949660.000000 Penalty: 5994.280762
	Iteration 28Q: 3 clusters Score -2.394966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 176787 members 
Entering Unmasked Estep 
Score: -23949648.000000 Penalty: 5994.280762
	Iteration 29Q: 3 clusters Score -2.394965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 176789 members 
Entering Unmasked Estep 
Score: -23949652.000000 Penalty: 5994.280762
	Iteration 30Q: 3 clusters Score -2.394965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 176791 members 
Entering Unmasked Estep 
Score: -23949660.000000 Penalty: 5994.280762
	Iteration 31Q: 3 clusters Score -2.394966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 176794 members 
Entering Unmasked Estep 
Score: -23949666.000000 Penalty: 5994.280762
	Iteration 32Q: 3 clusters Score -2.394967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 176795 members 
Entering Unmasked Estep 
Score: -23949650.000000 Penalty: 5994.280762
	Iteration 33Q: 3 clusters Score -2.394965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 176795 members 
Entering Unmasked Estep 
Score: -23949650.000000 Penalty: 5994.280762
	Iteration 34F: 3 clusters Score -2.394965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -70543.421875 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -70543.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -69140.890625 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -69140.89 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -70010.320312 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -70010.32 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -70715.976562 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -70715.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -70951.656250 Penalty: 3184.317383
	Iteration 3F: 3 clusters Score -70951.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -71102.109375 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -71102.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -71210.859375 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -71210.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -71261.054688 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -71261.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -71293.085938 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -71293.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -71344.078125 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -71344.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -71405.843750 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -71405.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -71448.046875 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -71448.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -71484.007812 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -71484.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -71508.000000 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -71508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -71509.882812 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -71509.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -71509.882812 Penalty: 3184.317383
	Iteration 14F: 3 clusters Score -71509.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 61181 members 
Mstep: Class 3 contains 190384 members 
Mstep: Class 4 contains 54912 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99632 members 
Mstep: Class 7 contains 8811 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114854 members 
Mstep: Class 10 contains 178075 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 11767 members 
Mstep: Class 13 contains 169207 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51472 members 
Mstep: Class 17 contains 74125 members 
Mstep: Class 18 contains 173046 members 
Mstep: Class 19 contains 177237 members 
Mstep: Class 20 contains 171 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2522 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 443 members 
Entering Unmasked Estep 
Score: -180412176.000000 Penalty: 87655.367188
Splitting cluster 20 changes total score from -180413472.000000 to -180412176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -47589.578125 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -47589.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46170.000000 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -46170 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46294.050781 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -46294.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46331.210938 Penalty: 2952.808594
	Iteration 2Q: 3 clusters Score -46331.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46344.386719 Penalty: 2952.808594
	Iteration 3Q: 3 clusters Score -46344.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46356.281250 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -46356.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46366.613281 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -46366.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46370.101562 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -46370.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46376.492188 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -46376.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46380.613281 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -46380.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46380.613281 Penalty: 2952.808594
	Iteration 9F: 3 clusters Score -46380.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Entering Unmasked Estep 
Score: -53073.667969 Penalty: 1508.955811
	Iteration 0F: 2 clusters Score -53073.67 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 234 members 
Entering Unmasked Estep 
Score: -51563.929688 Penalty: 3017.911621
	Iteration 0F: 3 clusters Score -51563.93 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51736.769531 Penalty: 3017.911621
	Iteration 1F: 3 clusters Score -51736.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -51820.156250 Penalty: 3017.911621
	Iteration 2F: 3 clusters Score -51820.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51887.175781 Penalty: 3017.911621
	Iteration 3Q: 3 clusters Score -51887.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51915.316406 Penalty: 3017.911621
	Iteration 4Q: 3 clusters Score -51915.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51953.246094 Penalty: 3017.911621
	Iteration 5Q: 3 clusters Score -51953.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -51986.675781 Penalty: 3017.911621
	Iteration 6Q: 3 clusters Score -51986.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -52001.164062 Penalty: 3017.911621
	Iteration 7Q: 3 clusters Score -52001.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -52017.488281 Penalty: 3017.911621
	Iteration 8Q: 3 clusters Score -52017.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -52032.796875 Penalty: 3017.911621
	Iteration 9Q: 3 clusters Score -52032.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -52045.703125 Penalty: 3017.911621
	Iteration 10Q: 3 clusters Score -52045.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -52058.097656 Penalty: 3017.911621
	Iteration 11Q: 3 clusters Score -52058.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -52061.859375 Penalty: 3017.911621
	Iteration 12Q: 3 clusters Score -52061.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -52076.015625 Penalty: 3017.911621
	Iteration 13Q: 3 clusters Score -52076.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -52082.839844 Penalty: 3017.911621
	Iteration 14Q: 3 clusters Score -52082.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -52098.972656 Penalty: 3017.911621
	Iteration 15Q: 3 clusters Score -52098.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -52115.316406 Penalty: 3017.911621
	Iteration 16Q: 3 clusters Score -52115.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -52120.101562 Penalty: 3017.911621
	Iteration 17Q: 3 clusters Score -52120.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -52126.039062 Penalty: 3017.911621
	Iteration 18Q: 3 clusters Score -52126.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -52127.980469 Penalty: 3017.911621
	Iteration 19Q: 3 clusters Score -52127.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -52131.914062 Penalty: 3017.911621
	Iteration 20F: 3 clusters Score -52131.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -52144.308594 Penalty: 3017.911621
	Iteration 21Q: 3 clusters Score -52144.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -52154.035156 Penalty: 3017.911621
	Iteration 22Q: 3 clusters Score -52154.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -52166.886719 Penalty: 3017.911621
	Iteration 23Q: 3 clusters Score -52166.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -52199.777344 Penalty: 3017.911621
	Iteration 24Q: 3 clusters Score -52199.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -52230.253906 Penalty: 3017.911621
	Iteration 25Q: 3 clusters Score -52230.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -52247.312500 Penalty: 3017.911621
	Iteration 26Q: 3 clusters Score -52247.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -52264.035156 Penalty: 3017.911621
	Iteration 27Q: 3 clusters Score -52264.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -52287.574219 Penalty: 3017.911621
	Iteration 28Q: 3 clusters Score -52287.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -52317.613281 Penalty: 3017.911621
	Iteration 29Q: 3 clusters Score -52317.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -52363.921875 Penalty: 3017.911621
	Iteration 30Q: 3 clusters Score -52363.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -52514.054688 Penalty: 3017.911621
	Iteration 31Q: 3 clusters Score -52514.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -53132.761719 Penalty: 3017.911621
	Iteration 32Q: 3 clusters Score -53132.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -53284.292969 Penalty: 3017.911621
	Iteration 33Q: 3 clusters Score -53284.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53672.289062 Penalty: 3017.911621
	Iteration 34Q: 3 clusters Score -53672.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53672.289062 Penalty: 3017.911621
	Iteration 35F: 3 clusters Score -53672.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 61181 members 
Mstep: Class 3 contains 190384 members 
Mstep: Class 4 contains 54912 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99632 members 
Mstep: Class 7 contains 8811 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114854 members 
Mstep: Class 10 contains 178075 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 11767 members 
Mstep: Class 13 contains 169207 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51472 members 
Mstep: Class 17 contains 74125 members 
Mstep: Class 18 contains 173046 members 
Mstep: Class 19 contains 177237 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 171 members 
Mstep: Class 23 contains 2522 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 268 members 
Entering Unmasked Estep 
Score: -180411776.000000 Penalty: 87655.367188
Splitting cluster 22 changes total score from -180413472.000000 to -180411776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -332200.593750 Penalty: 1942.536255
	Iteration 0F: 2 clusters Score -332200.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -329236.375000 Penalty: 3885.072510
	Iteration 0F: 3 clusters Score -329236.4 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -329844.843750 Penalty: 3885.072510
	Iteration 1F: 3 clusters Score -329844.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -330024.375000 Penalty: 3885.072510
	Iteration 2F: 3 clusters Score -330024.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -330113.062500 Penalty: 3885.072510
	Iteration 3Q: 3 clusters Score -330113.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -330167.781250 Penalty: 3885.072510
	Iteration 4Q: 3 clusters Score -330167.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -330217.343750 Penalty: 3885.072510
	Iteration 5Q: 3 clusters Score -330217.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -330258.031250 Penalty: 3885.072510
	Iteration 6Q: 3 clusters Score -330258 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -330288.250000 Penalty: 3885.072510
	Iteration 7Q: 3 clusters Score -330288.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -330323.437500 Penalty: 3885.072510
	Iteration 8Q: 3 clusters Score -330323.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -330352.156250 Penalty: 3885.072510
	Iteration 9Q: 3 clusters Score -330352.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -330376.593750 Penalty: 3885.072510
	Iteration 10Q: 3 clusters Score -330376.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -330395.906250 Penalty: 3885.072510
	Iteration 11Q: 3 clusters Score -330395.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -330406.375000 Penalty: 3885.072510
	Iteration 12Q: 3 clusters Score -330406.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -330414.281250 Penalty: 3885.072510
	Iteration 13Q: 3 clusters Score -330414.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -330425.718750 Penalty: 3885.072510
	Iteration 14Q: 3 clusters Score -330425.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -330436.750000 Penalty: 3885.072510
	Iteration 15Q: 3 clusters Score -330436.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -330450.031250 Penalty: 3885.072510
	Iteration 16Q: 3 clusters Score -330450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -330465.343750 Penalty: 3885.072510
	Iteration 17Q: 3 clusters Score -330465.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -330472.343750 Penalty: 3885.072510
	Iteration 18Q: 3 clusters Score -330472.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -330481.750000 Penalty: 3885.072510
	Iteration 19Q: 3 clusters Score -330481.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -330491.625000 Penalty: 3885.072510
	Iteration 20F: 3 clusters Score -330491.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -330501.656250 Penalty: 3885.072510
	Iteration 21Q: 3 clusters Score -330501.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -330513.593750 Penalty: 3885.072510
	Iteration 22Q: 3 clusters Score -330513.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -330524.031250 Penalty: 3885.072510
	Iteration 23Q: 3 clusters Score -330524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -330534.375000 Penalty: 3885.072510
	Iteration 24Q: 3 clusters Score -330534.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -330544.531250 Penalty: 3885.072510
	Iteration 25Q: 3 clusters Score -330544.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -330550.406250 Penalty: 3885.072510
	Iteration 26Q: 3 clusters Score -330550.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -330552.625000 Penalty: 3885.072510
	Iteration 27Q: 3 clusters Score -330552.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -330558.843750 Penalty: 3885.072510
	Iteration 28Q: 3 clusters Score -330558.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -330565.468750 Penalty: 3885.072510
	Iteration 29Q: 3 clusters Score -330565.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -330569.562500 Penalty: 3885.072510
	Iteration 30Q: 3 clusters Score -330569.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -330573.156250 Penalty: 3885.072510
	Iteration 31Q: 3 clusters Score -330573.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -330573.437500 Penalty: 3885.072510
	Iteration 32Q: 3 clusters Score -330573.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -330573.437500 Penalty: 3885.072510
	Iteration 33F: 3 clusters Score -330573.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -71190.773438 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -71190.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69644.851562 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -69644.85 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69967.367188 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -69967.37 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -70127.007812 Penalty: 3148.305176
	Iteration 2F: 3 clusters Score -70127.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -70174.429688 Penalty: 3148.305176
	Iteration 3Q: 3 clusters Score -70174.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -70211.632812 Penalty: 3148.305176
	Iteration 4Q: 3 clusters Score -70211.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -70233.226562 Penalty: 3148.305176
	Iteration 5Q: 3 clusters Score -70233.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -70252.179688 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -70252.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -70277.179688 Penalty: 3148.305176
	Iteration 7Q: 3 clusters Score -70277.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -70303.562500 Penalty: 3148.305176
	Iteration 8Q: 3 clusters Score -70303.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -70311.968750 Penalty: 3148.305176
	Iteration 9Q: 3 clusters Score -70311.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -70318.593750 Penalty: 3148.305176
	Iteration 10Q: 3 clusters Score -70318.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -70328.304688 Penalty: 3148.305176
	Iteration 11Q: 3 clusters Score -70328.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -70330.781250 Penalty: 3148.305176
	Iteration 12Q: 3 clusters Score -70330.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -70330.781250 Penalty: 3148.305176
	Iteration 13F: 3 clusters Score -70330.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 61181 members 
Mstep: Class 3 contains 190384 members 
Mstep: Class 4 contains 54912 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99632 members 
Mstep: Class 7 contains 8811 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114854 members 
Mstep: Class 10 contains 178075 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 11767 members 
Mstep: Class 13 contains 169207 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51472 members 
Mstep: Class 17 contains 74125 members 
Mstep: Class 18 contains 173046 members 
Mstep: Class 19 contains 177237 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2522 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413184.000000 Penalty: 84149.148438
Iteration 359Q: 25 clusters Score -1.804132e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 61178 members 
Mstep: Class 3 contains 190377 members 
Mstep: Class 4 contains 54919 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99623 members 
Mstep: Class 7 contains 8811 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114864 members 
Mstep: Class 10 contains 178062 members 
Mstep: Class 11 contains 6134 members 
Mstep: Class 12 contains 11767 members 
Mstep: Class 13 contains 169214 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51466 members 
Mstep: Class 17 contains 74120 members 
Mstep: Class 18 contains 173063 members 
Mstep: Class 19 contains 177238 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2522 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413088.000000 Penalty: 84149.148438
Iteration 360F: 25 clusters Score -1.804131e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 61172 members 
Mstep: Class 3 contains 190373 members 
Mstep: Class 4 contains 54917 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99608 members 
Mstep: Class 7 contains 8811 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114870 members 
Mstep: Class 10 contains 178060 members 
Mstep: Class 11 contains 6130 members 
Mstep: Class 12 contains 11764 members 
Mstep: Class 13 contains 169229 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51470 members 
Mstep: Class 17 contains 74112 members 
Mstep: Class 18 contains 173077 members 
Mstep: Class 19 contains 177245 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2520 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413360.000000 Penalty: 84149.148438
Iteration 361Q: 25 clusters Score -1.804134e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 61160 members 
Mstep: Class 3 contains 190386 members 
Mstep: Class 4 contains 54918 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99599 members 
Mstep: Class 7 contains 8811 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114888 members 
Mstep: Class 10 contains 178065 members 
Mstep: Class 11 contains 6126 members 
Mstep: Class 12 contains 11767 members 
Mstep: Class 13 contains 169241 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51474 members 
Mstep: Class 17 contains 74111 members 
Mstep: Class 18 contains 173053 members 
Mstep: Class 19 contains 177241 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2518 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413104.000000 Penalty: 84149.148438
Iteration 362Q: 25 clusters Score -1.804131e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 61151 members 
Mstep: Class 3 contains 190387 members 
Mstep: Class 4 contains 54916 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99592 members 
Mstep: Class 7 contains 8811 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114900 members 
Mstep: Class 10 contains 178066 members 
Mstep: Class 11 contains 6125 members 
Mstep: Class 12 contains 11770 members 
Mstep: Class 13 contains 169266 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51477 members 
Mstep: Class 17 contains 74110 members 
Mstep: Class 18 contains 173051 members 
Mstep: Class 19 contains 177221 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2515 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413056.000000 Penalty: 84149.148438
Iteration 363Q: 25 clusters Score -1.804131e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 61138 members 
Mstep: Class 3 contains 190389 members 
Mstep: Class 4 contains 54914 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99583 members 
Mstep: Class 7 contains 8811 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114907 members 
Mstep: Class 10 contains 178071 members 
Mstep: Class 11 contains 6125 members 
Mstep: Class 12 contains 11771 members 
Mstep: Class 13 contains 169301 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51480 members 
Mstep: Class 17 contains 74115 members 
Mstep: Class 18 contains 173066 members 
Mstep: Class 19 contains 177174 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2513 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413072.000000 Penalty: 84149.148438
Iteration 364Q: 25 clusters Score -1.804131e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 61123 members 
Mstep: Class 3 contains 190388 members 
Mstep: Class 4 contains 54913 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99581 members 
Mstep: Class 7 contains 8810 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114932 members 
Mstep: Class 10 contains 178072 members 
Mstep: Class 11 contains 6127 members 
Mstep: Class 12 contains 11769 members 
Mstep: Class 13 contains 169322 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51483 members 
Mstep: Class 17 contains 74123 members 
Mstep: Class 18 contains 173062 members 
Mstep: Class 19 contains 177139 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2514 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413104.000000 Penalty: 84149.148438
Iteration 365Q: 25 clusters Score -1.804131e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 61104 members 
Mstep: Class 3 contains 190382 members 
Mstep: Class 4 contains 54911 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99575 members 
Mstep: Class 7 contains 8810 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114953 members 
Mstep: Class 10 contains 178071 members 
Mstep: Class 11 contains 6127 members 
Mstep: Class 12 contains 11772 members 
Mstep: Class 13 contains 169359 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51485 members 
Mstep: Class 17 contains 74130 members 
Mstep: Class 18 contains 173062 members 
Mstep: Class 19 contains 177105 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2512 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412816.000000 Penalty: 84149.148438
Iteration 366Q: 25 clusters Score -1.804128e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 61090 members 
Mstep: Class 3 contains 190386 members 
Mstep: Class 4 contains 54912 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99567 members 
Mstep: Class 7 contains 8809 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114970 members 
Mstep: Class 10 contains 178096 members 
Mstep: Class 11 contains 6129 members 
Mstep: Class 12 contains 11768 members 
Mstep: Class 13 contains 169386 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51485 members 
Mstep: Class 17 contains 74133 members 
Mstep: Class 18 contains 173060 members 
Mstep: Class 19 contains 177055 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2512 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412864.000000 Penalty: 84149.148438
Iteration 367Q: 25 clusters Score -1.804129e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 61077 members 
Mstep: Class 3 contains 190399 members 
Mstep: Class 4 contains 54914 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99560 members 
Mstep: Class 7 contains 8807 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 114999 members 
Mstep: Class 10 contains 178108 members 
Mstep: Class 11 contains 6129 members 
Mstep: Class 12 contains 11763 members 
Mstep: Class 13 contains 169405 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51492 members 
Mstep: Class 17 contains 74139 members 
Mstep: Class 18 contains 173026 members 
Mstep: Class 19 contains 177028 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2512 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413040.000000 Penalty: 84149.148438
Iteration 368Q: 25 clusters Score -1.80413e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 61066 members 
Mstep: Class 3 contains 190398 members 
Mstep: Class 4 contains 54916 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99552 members 
Mstep: Class 7 contains 8807 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115020 members 
Mstep: Class 10 contains 178115 members 
Mstep: Class 11 contains 6130 members 
Mstep: Class 12 contains 11757 members 
Mstep: Class 13 contains 169432 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51499 members 
Mstep: Class 17 contains 74153 members 
Mstep: Class 18 contains 173023 members 
Mstep: Class 19 contains 176978 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2512 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413280.000000 Penalty: 84149.148438
Iteration 369Q: 25 clusters Score -1.804133e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 61063 members 
Mstep: Class 3 contains 190400 members 
Mstep: Class 4 contains 54914 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99544 members 
Mstep: Class 7 contains 8806 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115030 members 
Mstep: Class 10 contains 178121 members 
Mstep: Class 11 contains 6131 members 
Mstep: Class 12 contains 11751 members 
Mstep: Class 13 contains 169438 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51504 members 
Mstep: Class 17 contains 74157 members 
Mstep: Class 18 contains 173028 members 
Mstep: Class 19 contains 176959 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2512 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413104.000000 Penalty: 84149.148438
Iteration 370Q: 25 clusters Score -1.804131e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 61063 members 
Mstep: Class 3 contains 190396 members 
Mstep: Class 4 contains 54910 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99533 members 
Mstep: Class 7 contains 8806 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115045 members 
Mstep: Class 10 contains 178118 members 
Mstep: Class 11 contains 6134 members 
Mstep: Class 12 contains 11749 members 
Mstep: Class 13 contains 169455 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51510 members 
Mstep: Class 17 contains 74158 members 
Mstep: Class 18 contains 173051 members 
Mstep: Class 19 contains 176918 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2512 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413008.000000 Penalty: 84149.148438
Iteration 371Q: 25 clusters Score -1.80413e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 61058 members 
Mstep: Class 3 contains 190383 members 
Mstep: Class 4 contains 54902 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99515 members 
Mstep: Class 7 contains 8806 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115065 members 
Mstep: Class 10 contains 178120 members 
Mstep: Class 11 contains 6137 members 
Mstep: Class 12 contains 11747 members 
Mstep: Class 13 contains 169464 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51511 members 
Mstep: Class 17 contains 74165 members 
Mstep: Class 18 contains 173040 members 
Mstep: Class 19 contains 176933 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2512 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413072.000000 Penalty: 84149.148438
Iteration 372Q: 25 clusters Score -1.804131e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 61049 members 
Mstep: Class 3 contains 190390 members 
Mstep: Class 4 contains 54892 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99502 members 
Mstep: Class 7 contains 8806 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115083 members 
Mstep: Class 10 contains 178119 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 11742 members 
Mstep: Class 13 contains 169490 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51509 members 
Mstep: Class 17 contains 74172 members 
Mstep: Class 18 contains 173051 members 
Mstep: Class 19 contains 176908 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2512 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413280.000000 Penalty: 84149.148438
Iteration 373Q: 25 clusters Score -1.804133e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 61037 members 
Mstep: Class 3 contains 190390 members 
Mstep: Class 4 contains 54879 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99493 members 
Mstep: Class 7 contains 8805 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115102 members 
Mstep: Class 10 contains 178104 members 
Mstep: Class 11 contains 6130 members 
Mstep: Class 12 contains 11736 members 
Mstep: Class 13 contains 169518 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51508 members 
Mstep: Class 17 contains 74170 members 
Mstep: Class 18 contains 173057 members 
Mstep: Class 19 contains 176916 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2513 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413456.000000 Penalty: 84149.148438
Iteration 374Q: 25 clusters Score -1.804135e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 61027 members 
Mstep: Class 3 contains 190391 members 
Mstep: Class 4 contains 54867 members 
Mstep: Class 5 contains 707 members 
Mstep: Class 6 contains 99488 members 
Mstep: Class 7 contains 8804 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115119 members 
Mstep: Class 10 contains 178095 members 
Mstep: Class 11 contains 6132 members 
Mstep: Class 12 contains 11738 members 
Mstep: Class 13 contains 169550 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51510 members 
Mstep: Class 17 contains 74182 members 
Mstep: Class 18 contains 173062 members 
Mstep: Class 19 contains 176882 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2511 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413360.000000 Penalty: 84149.148438
Iteration 375Q: 25 clusters Score -1.804134e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 61022 members 
Mstep: Class 3 contains 190393 members 
Mstep: Class 4 contains 54854 members 
Mstep: Class 5 contains 708 members 
Mstep: Class 6 contains 99479 members 
Mstep: Class 7 contains 8802 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115131 members 
Mstep: Class 10 contains 178081 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 11737 members 
Mstep: Class 13 contains 169587 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51508 members 
Mstep: Class 17 contains 74199 members 
Mstep: Class 18 contains 173060 members 
Mstep: Class 19 contains 176860 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2511 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413264.000000 Penalty: 84149.148438
Iteration 376Q: 25 clusters Score -1.804133e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 61017 members 
Mstep: Class 3 contains 190405 members 
Mstep: Class 4 contains 54849 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99462 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115155 members 
Mstep: Class 10 contains 178092 members 
Mstep: Class 11 contains 6135 members 
Mstep: Class 12 contains 11735 members 
Mstep: Class 13 contains 169616 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51496 members 
Mstep: Class 17 contains 74213 members 
Mstep: Class 18 contains 173043 members 
Mstep: Class 19 contains 176829 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2511 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413104.000000 Penalty: 84149.148438
Iteration 377Q: 25 clusters Score -1.804131e+08 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 61010 members 
Mstep: Class 3 contains 190413 members 
Mstep: Class 4 contains 54847 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99443 members 
Mstep: Class 7 contains 8798 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115177 members 
Mstep: Class 10 contains 178117 members 
Mstep: Class 11 contains 6139 members 
Mstep: Class 12 contains 11729 members 
Mstep: Class 13 contains 169623 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51494 members 
Mstep: Class 17 contains 74223 members 
Mstep: Class 18 contains 173047 members 
Mstep: Class 19 contains 176787 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2510 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413248.000000 Penalty: 84149.148438
Iteration 378Q: 25 clusters Score -1.804132e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 61004 members 
Mstep: Class 3 contains 190415 members 
Mstep: Class 4 contains 54847 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99432 members 
Mstep: Class 7 contains 8795 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115192 members 
Mstep: Class 10 contains 178128 members 
Mstep: Class 11 contains 6140 members 
Mstep: Class 12 contains 11722 members 
Mstep: Class 13 contains 169644 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51487 members 
Mstep: Class 17 contains 74223 members 
Mstep: Class 18 contains 173068 members 
Mstep: Class 19 contains 176755 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2505 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413152.000000 Penalty: 84149.148438
Iteration 379Q: 25 clusters Score -1.804132e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 61001 members 
Mstep: Class 3 contains 190416 members 
Mstep: Class 4 contains 54847 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99424 members 
Mstep: Class 7 contains 8792 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115215 members 
Mstep: Class 10 contains 178132 members 
Mstep: Class 11 contains 6138 members 
Mstep: Class 12 contains 11708 members 
Mstep: Class 13 contains 169640 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51494 members 
Mstep: Class 17 contains 74230 members 
Mstep: Class 18 contains 173079 members 
Mstep: Class 19 contains 176739 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2502 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412976.000000 Penalty: 84149.148438
Iteration 380F: 25 clusters Score -1.80413e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 60998 members 
Mstep: Class 3 contains 190413 members 
Mstep: Class 4 contains 54848 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99418 members 
Mstep: Class 7 contains 8790 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115233 members 
Mstep: Class 10 contains 178141 members 
Mstep: Class 11 contains 6139 members 
Mstep: Class 12 contains 11701 members 
Mstep: Class 13 contains 169619 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51509 members 
Mstep: Class 17 contains 74239 members 
Mstep: Class 18 contains 173080 members 
Mstep: Class 19 contains 176728 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2501 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413008.000000 Penalty: 84149.148438
Iteration 381Q: 25 clusters Score -1.80413e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 60994 members 
Mstep: Class 3 contains 190414 members 
Mstep: Class 4 contains 54848 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99415 members 
Mstep: Class 7 contains 8787 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115258 members 
Mstep: Class 10 contains 178170 members 
Mstep: Class 11 contains 6137 members 
Mstep: Class 12 contains 11695 members 
Mstep: Class 13 contains 169602 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51522 members 
Mstep: Class 17 contains 74234 members 
Mstep: Class 18 contains 173082 members 
Mstep: Class 19 contains 176699 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2500 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413024.000000 Penalty: 84149.148438
Iteration 382Q: 25 clusters Score -1.80413e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 60986 members 
Mstep: Class 3 contains 190416 members 
Mstep: Class 4 contains 54851 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99413 members 
Mstep: Class 7 contains 8785 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115288 members 
Mstep: Class 10 contains 178168 members 
Mstep: Class 11 contains 6138 members 
Mstep: Class 12 contains 11691 members 
Mstep: Class 13 contains 169581 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51524 members 
Mstep: Class 17 contains 74254 members 
Mstep: Class 18 contains 173090 members 
Mstep: Class 19 contains 176673 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2499 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412976.000000 Penalty: 84149.148438
Iteration 383Q: 25 clusters Score -1.80413e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 60972 members 
Mstep: Class 3 contains 190406 members 
Mstep: Class 4 contains 54848 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99412 members 
Mstep: Class 7 contains 8783 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115303 members 
Mstep: Class 10 contains 178187 members 
Mstep: Class 11 contains 6141 members 
Mstep: Class 12 contains 11688 members 
Mstep: Class 13 contains 169577 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51513 members 
Mstep: Class 17 contains 74269 members 
Mstep: Class 18 contains 173091 members 
Mstep: Class 19 contains 176672 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2495 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412848.000000 Penalty: 84149.148438
Iteration 384Q: 25 clusters Score -1.804128e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 60958 members 
Mstep: Class 3 contains 190395 members 
Mstep: Class 4 contains 54844 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99413 members 
Mstep: Class 7 contains 8783 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115308 members 
Mstep: Class 10 contains 178195 members 
Mstep: Class 11 contains 6143 members 
Mstep: Class 12 contains 11674 members 
Mstep: Class 13 contains 169561 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51503 members 
Mstep: Class 17 contains 74281 members 
Mstep: Class 18 contains 173108 members 
Mstep: Class 19 contains 176702 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2489 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413040.000000 Penalty: 84149.148438
Iteration 385Q: 25 clusters Score -1.80413e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 60950 members 
Mstep: Class 3 contains 190381 members 
Mstep: Class 4 contains 54849 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99409 members 
Mstep: Class 7 contains 8783 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115324 members 
Mstep: Class 10 contains 178218 members 
Mstep: Class 11 contains 6148 members 
Mstep: Class 12 contains 11662 members 
Mstep: Class 13 contains 169536 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51493 members 
Mstep: Class 17 contains 74288 members 
Mstep: Class 18 contains 173128 members 
Mstep: Class 19 contains 176701 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2488 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413120.000000 Penalty: 84149.148438
Iteration 386Q: 25 clusters Score -1.804131e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 60943 members 
Mstep: Class 3 contains 190373 members 
Mstep: Class 4 contains 54844 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99411 members 
Mstep: Class 7 contains 8783 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115339 members 
Mstep: Class 10 contains 178222 members 
Mstep: Class 11 contains 6150 members 
Mstep: Class 12 contains 11650 members 
Mstep: Class 13 contains 169516 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51494 members 
Mstep: Class 17 contains 74298 members 
Mstep: Class 18 contains 173158 members 
Mstep: Class 19 contains 176690 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2487 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413216.000000 Penalty: 84149.148438
Iteration 387Q: 25 clusters Score -1.804132e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 60941 members 
Mstep: Class 3 contains 190381 members 
Mstep: Class 4 contains 54839 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99408 members 
Mstep: Class 7 contains 8783 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115362 members 
Mstep: Class 10 contains 178236 members 
Mstep: Class 11 contains 6152 members 
Mstep: Class 12 contains 11636 members 
Mstep: Class 13 contains 169481 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51490 members 
Mstep: Class 17 contains 74310 members 
Mstep: Class 18 contains 173181 members 
Mstep: Class 19 contains 176676 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2482 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413280.000000 Penalty: 84149.148438
Iteration 388Q: 25 clusters Score -1.804133e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 60931 members 
Mstep: Class 3 contains 190388 members 
Mstep: Class 4 contains 54840 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99402 members 
Mstep: Class 7 contains 8783 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115371 members 
Mstep: Class 10 contains 178254 members 
Mstep: Class 11 contains 6148 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 169472 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51486 members 
Mstep: Class 17 contains 74321 members 
Mstep: Class 18 contains 173216 members 
Mstep: Class 19 contains 176652 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2474 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413024.000000 Penalty: 84149.148438
Iteration 389Q: 25 clusters Score -1.80413e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 60927 members 
Mstep: Class 3 contains 190386 members 
Mstep: Class 4 contains 54839 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99394 members 
Mstep: Class 7 contains 8783 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115393 members 
Mstep: Class 10 contains 178272 members 
Mstep: Class 11 contains 6151 members 
Mstep: Class 12 contains 11608 members 
Mstep: Class 13 contains 169470 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51489 members 
Mstep: Class 17 contains 74333 members 
Mstep: Class 18 contains 173233 members 
Mstep: Class 19 contains 176611 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2469 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413104.000000 Penalty: 84149.148438
Iteration 390Q: 25 clusters Score -1.804131e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 60909 members 
Mstep: Class 3 contains 190385 members 
Mstep: Class 4 contains 54834 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99387 members 
Mstep: Class 7 contains 8781 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115412 members 
Mstep: Class 10 contains 178275 members 
Mstep: Class 11 contains 6151 members 
Mstep: Class 12 contains 11603 members 
Mstep: Class 13 contains 169479 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51490 members 
Mstep: Class 17 contains 74345 members 
Mstep: Class 18 contains 173264 members 
Mstep: Class 19 contains 176578 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2465 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413024.000000 Penalty: 84149.148438
Iteration 391Q: 25 clusters Score -1.80413e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 60894 members 
Mstep: Class 3 contains 190398 members 
Mstep: Class 4 contains 54835 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99386 members 
Mstep: Class 7 contains 8779 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115436 members 
Mstep: Class 10 contains 178269 members 
Mstep: Class 11 contains 6152 members 
Mstep: Class 12 contains 11596 members 
Mstep: Class 13 contains 169487 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51496 members 
Mstep: Class 17 contains 74364 members 
Mstep: Class 18 contains 173276 members 
Mstep: Class 19 contains 176528 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2462 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413248.000000 Penalty: 84149.148438
Iteration 392Q: 25 clusters Score -1.804132e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 60886 members 
Mstep: Class 3 contains 190439 members 
Mstep: Class 4 contains 54837 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99369 members 
Mstep: Class 7 contains 8779 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115476 members 
Mstep: Class 10 contains 178271 members 
Mstep: Class 11 contains 6155 members 
Mstep: Class 12 contains 11591 members 
Mstep: Class 13 contains 169489 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51502 members 
Mstep: Class 17 contains 74372 members 
Mstep: Class 18 contains 173279 members 
Mstep: Class 19 contains 176455 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2458 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413472.000000 Penalty: 84149.148438
Iteration 393Q: 25 clusters Score -1.804135e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 60872 members 
Mstep: Class 3 contains 190458 members 
Mstep: Class 4 contains 54834 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99361 members 
Mstep: Class 7 contains 8778 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115511 members 
Mstep: Class 10 contains 178266 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 11582 members 
Mstep: Class 13 contains 169500 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51499 members 
Mstep: Class 17 contains 74377 members 
Mstep: Class 18 contains 173293 members 
Mstep: Class 19 contains 176408 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2454 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413344.000000 Penalty: 84149.148438
Iteration 394Q: 25 clusters Score -1.804133e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 60861 members 
Mstep: Class 3 contains 190475 members 
Mstep: Class 4 contains 54834 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99346 members 
Mstep: Class 7 contains 8777 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115543 members 
Mstep: Class 10 contains 178258 members 
Mstep: Class 11 contains 6168 members 
Mstep: Class 12 contains 11581 members 
Mstep: Class 13 contains 169516 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51492 members 
Mstep: Class 17 contains 74380 members 
Mstep: Class 18 contains 173302 members 
Mstep: Class 19 contains 176374 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2451 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413424.000000 Penalty: 84149.148438
Iteration 395Q: 25 clusters Score -1.804134e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 60847 members 
Mstep: Class 3 contains 190487 members 
Mstep: Class 4 contains 54823 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99340 members 
Mstep: Class 7 contains 8774 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115587 members 
Mstep: Class 10 contains 178253 members 
Mstep: Class 11 contains 6170 members 
Mstep: Class 12 contains 11578 members 
Mstep: Class 13 contains 169522 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51484 members 
Mstep: Class 17 contains 74383 members 
Mstep: Class 18 contains 173319 members 
Mstep: Class 19 contains 176344 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2447 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413264.000000 Penalty: 84149.148438
Iteration 396Q: 25 clusters Score -1.804133e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60828 members 
Mstep: Class 3 contains 190490 members 
Mstep: Class 4 contains 54812 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99337 members 
Mstep: Class 7 contains 8770 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115632 members 
Mstep: Class 10 contains 178246 members 
Mstep: Class 11 contains 6178 members 
Mstep: Class 12 contains 11578 members 
Mstep: Class 13 contains 169536 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51473 members 
Mstep: Class 17 contains 74381 members 
Mstep: Class 18 contains 173335 members 
Mstep: Class 19 contains 176321 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2442 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413312.000000 Penalty: 84149.148438
Iteration 397Q: 25 clusters Score -1.804133e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60816 members 
Mstep: Class 3 contains 190488 members 
Mstep: Class 4 contains 54805 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99333 members 
Mstep: Class 7 contains 8764 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115681 members 
Mstep: Class 10 contains 178239 members 
Mstep: Class 11 contains 6181 members 
Mstep: Class 12 contains 11578 members 
Mstep: Class 13 contains 169548 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51471 members 
Mstep: Class 17 contains 74383 members 
Mstep: Class 18 contains 173338 members 
Mstep: Class 19 contains 176296 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2438 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413232.000000 Penalty: 84149.148438
Iteration 398Q: 25 clusters Score -1.804132e+08 nChanged 447
Entering ConstructFrom: 
Score: -180413232.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (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: -413082.781250 Penalty: 1998.150879
	Iteration 0F: 2 clusters Score -413082.8 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 1575 members 
Entering Unmasked Estep 
Score: -409713.125000 Penalty: 3996.301758
	Iteration 0F: 3 clusters Score -409713.1 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -410681.031250 Penalty: 3996.301758
	Iteration 1F: 3 clusters Score -410681 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -411439.156250 Penalty: 3996.301758
	Iteration 2F: 3 clusters Score -411439.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -412336.093750 Penalty: 3996.301758
	Iteration 3F: 3 clusters Score -412336.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -413303.625000 Penalty: 3996.301758
	Iteration 4F: 3 clusters Score -413303.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -413889.125000 Penalty: 3996.301758
	Iteration 5F: 3 clusters Score -413889.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -414098.312500 Penalty: 3996.301758
	Iteration 6Q: 3 clusters Score -414098.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -414171.218750 Penalty: 3996.301758
	Iteration 7Q: 3 clusters Score -414171.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -414207.281250 Penalty: 3996.301758
	Iteration 8Q: 3 clusters Score -414207.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -414227.875000 Penalty: 3996.301758
	Iteration 9Q: 3 clusters Score -414227.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -414242.312500 Penalty: 3996.301758
	Iteration 10Q: 3 clusters Score -414242.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -414257.250000 Penalty: 3996.301758
	Iteration 11Q: 3 clusters Score -414257.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -414260.562500 Penalty: 3996.301758
	Iteration 12Q: 3 clusters Score -414260.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -414266.375000 Penalty: 3996.301758
	Iteration 13Q: 3 clusters Score -414266.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -414270.250000 Penalty: 3996.301758
	Iteration 14Q: 3 clusters Score -414270.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -414271.406250 Penalty: 3996.301758
	Iteration 15Q: 3 clusters Score -414271.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -414271.406250 Penalty: 3996.301758
	Iteration 16F: 3 clusters Score -414271.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 60807 members 
Mstep: Class 3 contains 190500 members 
Mstep: Class 4 contains 54798 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99326 members 
Mstep: Class 7 contains 8763 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115728 members 
Mstep: Class 10 contains 178231 members 
Mstep: Class 11 contains 6183 members 
Mstep: Class 12 contains 11583 members 
Mstep: Class 13 contains 169569 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51466 members 
Mstep: Class 17 contains 74388 members 
Mstep: Class 18 contains 173329 members 
Mstep: Class 19 contains 176258 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2430 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 433 members 
Entering Unmasked Estep 
Score: -180411456.000000 Penalty: 87655.367188
Splitting cluster 1 changes total score from -180413232.000000 to -180411456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (60807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60807 members 
Entering Unmasked Estep 
Score: -8078693.000000 Penalty: 2731.833984
	Iteration 0F: 2 clusters Score -8078693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -8037646.500000 Penalty: 5463.667969
	Iteration 0F: 3 clusters Score -8037646 nChanged 28501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -8053605.500000 Penalty: 5463.667969
	Iteration 1F: 3 clusters Score -8053606 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -8054129.000000 Penalty: 5463.667969
	Iteration 2Q: 3 clusters Score -8054129 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -8054710.000000 Penalty: 5463.667969
	Iteration 3Q: 3 clusters Score -8054710 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -8055320.000000 Penalty: 5463.667969
	Iteration 4Q: 3 clusters Score -8055320 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -8055968.500000 Penalty: 5463.667969
	Iteration 5Q: 3 clusters Score -8055968 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -8056568.500000 Penalty: 5463.667969
	Iteration 6Q: 3 clusters Score -8056568 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -8057394.000000 Penalty: 5463.667969
	Iteration 7Q: 3 clusters Score -8057394 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -8058527.500000 Penalty: 5463.667969
	Iteration 8Q: 3 clusters Score -8058528 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -8060080.500000 Penalty: 5463.667969
	Iteration 9Q: 3 clusters Score -8060080 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -8062007.500000 Penalty: 5463.667969
	Iteration 10Q: 3 clusters Score -8062008 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -8064306.000000 Penalty: 5463.667969
	Iteration 11F: 3 clusters Score -8064306 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -8066604.000000 Penalty: 5463.667969
	Iteration 12F: 3 clusters Score -8066604 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -8068709.500000 Penalty: 5463.667969
	Iteration 13F: 3 clusters Score -8068710 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -8070639.500000 Penalty: 5463.667969
	Iteration 14Q: 3 clusters Score -8070640 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -8072157.000000 Penalty: 5463.667969
	Iteration 15Q: 3 clusters Score -8072157 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55488 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -8073371.000000 Penalty: 5463.667969
	Iteration 16Q: 3 clusters Score -8073371 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56958 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -8074357.000000 Penalty: 5463.667969
	Iteration 17Q: 3 clusters Score -8074357 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58024 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -8075041.000000 Penalty: 5463.667969
	Iteration 18Q: 3 clusters Score -8075041 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58686 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -8075477.500000 Penalty: 5463.667969
	Iteration 19Q: 3 clusters Score -8075478 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -8075747.000000 Penalty: 5463.667969
	Iteration 20F: 3 clusters Score -8075747 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -8075921.500000 Penalty: 5463.667969
	Iteration 21Q: 3 clusters Score -8075922 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59642 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8076062.500000 Penalty: 5463.667969
	Iteration 22Q: 3 clusters Score -8076062 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8076149.000000 Penalty: 5463.667969
	Iteration 23Q: 3 clusters Score -8076149 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59892 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8076213.500000 Penalty: 5463.667969
	Iteration 24Q: 3 clusters Score -8076214 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59962 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8076258.500000 Penalty: 5463.667969
	Iteration 25Q: 3 clusters Score -8076258 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60014 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8076300.500000 Penalty: 5463.667969
	Iteration 26Q: 3 clusters Score -8076300 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60064 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8076324.000000 Penalty: 5463.667969
	Iteration 27Q: 3 clusters Score -8076324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60096 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8076351.000000 Penalty: 5463.667969
	Iteration 28Q: 3 clusters Score -8076351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8076384.000000 Penalty: 5463.667969
	Iteration 29Q: 3 clusters Score -8076384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60140 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8076408.000000 Penalty: 5463.667969
	Iteration 30Q: 3 clusters Score -8076408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60155 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8076405.500000 Penalty: 5463.667969
	Iteration 31Q: 3 clusters Score -8076406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60163 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8076422.000000 Penalty: 5463.667969
	Iteration 32Q: 3 clusters Score -8076422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60176 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8076423.000000 Penalty: 5463.667969
	Iteration 33Q: 3 clusters Score -8076423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60184 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8076425.000000 Penalty: 5463.667969
	Iteration 34Q: 3 clusters Score -8076425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8076433.000000 Penalty: 5463.667969
	Iteration 35Q: 3 clusters Score -8076433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8076430.500000 Penalty: 5463.667969
	Iteration 36Q: 3 clusters Score -8076430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60186 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8076428.000000 Penalty: 5463.667969
	Iteration 37Q: 3 clusters Score -8076428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60191 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8076431.500000 Penalty: 5463.667969
	Iteration 38Q: 3 clusters Score -8076432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8076438.000000 Penalty: 5463.667969
	Iteration 39Q: 3 clusters Score -8076438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60195 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8076441.000000 Penalty: 5463.667969
	Iteration 40F: 3 clusters Score -8076441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8076446.500000 Penalty: 5463.667969
	Iteration 41Q: 3 clusters Score -8076446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8076445.000000 Penalty: 5463.667969
	Iteration 42Q: 3 clusters Score -8076445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8076447.500000 Penalty: 5463.667969
	Iteration 43Q: 3 clusters Score -8076448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60201 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8076443.500000 Penalty: 5463.667969
	Iteration 44Q: 3 clusters Score -8076444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60202 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8076447.500000 Penalty: 5463.667969
	Iteration 45Q: 3 clusters Score -8076448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60203 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8076446.000000 Penalty: 5463.667969
	Iteration 46Q: 3 clusters Score -8076446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60204 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8076448.000000 Penalty: 5463.667969
	Iteration 47Q: 3 clusters Score -8076448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60204 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8076448.000000 Penalty: 5463.667969
	Iteration 48F: 3 clusters Score -8076448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (190500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190500 members 
Entering Unmasked Estep 
Score: -25517986.000000 Penalty: 3015.037109
	Iteration 0F: 2 clusters Score -2.551799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94846 members 
Mstep: Class 2 contains 95654 members 
Entering Unmasked Estep 
Score: -25400044.000000 Penalty: 6030.074219
	Iteration 0F: 3 clusters Score -2.540004e+07 nChanged 91258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86744 members 
Mstep: Class 2 contains 103756 members 
Entering Unmasked Estep 
Score: -25453434.000000 Penalty: 6030.074219
	Iteration 1F: 3 clusters Score -2.545343e+07 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80679 members 
Mstep: Class 2 contains 109821 members 
Entering Unmasked Estep 
Score: -25456418.000000 Penalty: 6030.074219
	Iteration 2Q: 3 clusters Score -2.545642e+07 nChanged 10859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71428 members 
Mstep: Class 2 contains 119072 members 
Entering Unmasked Estep 
Score: -25462304.000000 Penalty: 6030.074219
	Iteration 3F: 3 clusters Score -2.54623e+07 nChanged 14191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58805 members 
Mstep: Class 2 contains 131695 members 
Entering Unmasked Estep 
Score: -25472670.000000 Penalty: 6030.074219
	Iteration 4F: 3 clusters Score -2.547267e+07 nChanged 16416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 146597 members 
Entering Unmasked Estep 
Score: -25486534.000000 Penalty: 6030.074219
	Iteration 5F: 3 clusters Score -2.548653e+07 nChanged 15656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 161041 members 
Entering Unmasked Estep 
Score: -25500182.000000 Penalty: 6030.074219
	Iteration 6F: 3 clusters Score -2.550018e+07 nChanged 12299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 172804 members 
Entering Unmasked Estep 
Score: -25508956.000000 Penalty: 6030.074219
	Iteration 7F: 3 clusters Score -2.550896e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 180681 members 
Entering Unmasked Estep 
Score: -25513168.000000 Penalty: 6030.074219
	Iteration 8Q: 3 clusters Score -2.551317e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 185213 members 
Entering Unmasked Estep 
Score: -25514942.000000 Penalty: 6030.074219
	Iteration 9Q: 3 clusters Score -2.551494e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 187522 members 
Entering Unmasked Estep 
Score: -25515434.000000 Penalty: 6030.074219
	Iteration 10Q: 3 clusters Score -2.551543e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 188656 members 
Entering Unmasked Estep 
Score: -25515604.000000 Penalty: 6030.074219
	Iteration 11Q: 3 clusters Score -2.55156e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 189193 members 
Entering Unmasked Estep 
Score: -25515602.000000 Penalty: 6030.074219
	Iteration 12Q: 3 clusters Score -2.55156e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 189458 members 
Entering Unmasked Estep 
Score: -25515698.000000 Penalty: 6030.074219
	Iteration 13Q: 3 clusters Score -2.55157e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 189610 members 
Entering Unmasked Estep 
Score: -25515760.000000 Penalty: 6030.074219
	Iteration 14Q: 3 clusters Score -2.551576e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 189695 members 
Entering Unmasked Estep 
Score: -25515738.000000 Penalty: 6030.074219
	Iteration 15Q: 3 clusters Score -2.551574e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 189742 members 
Entering Unmasked Estep 
Score: -25515728.000000 Penalty: 6030.074219
	Iteration 16Q: 3 clusters Score -2.551573e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 189764 members 
Entering Unmasked Estep 
Score: -25515728.000000 Penalty: 6030.074219
	Iteration 17Q: 3 clusters Score -2.551573e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 189778 members 
Entering Unmasked Estep 
Score: -25515726.000000 Penalty: 6030.074219
	Iteration 18Q: 3 clusters Score -2.551573e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 189785 members 
Entering Unmasked Estep 
Score: -25515722.000000 Penalty: 6030.074219
	Iteration 19Q: 3 clusters Score -2.551572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 189794 members 
Entering Unmasked Estep 
Score: -25515724.000000 Penalty: 6030.074219
	Iteration 20F: 3 clusters Score -2.551572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 189805 members 
Entering Unmasked Estep 
Score: -25515720.000000 Penalty: 6030.074219
	Iteration 21Q: 3 clusters Score -2.551572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 189811 members 
Entering Unmasked Estep 
Score: -25515722.000000 Penalty: 6030.074219
	Iteration 22Q: 3 clusters Score -2.551572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 189816 members 
Entering Unmasked Estep 
Score: -25515726.000000 Penalty: 6030.074219
	Iteration 23Q: 3 clusters Score -2.551573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 189818 members 
Entering Unmasked Estep 
Score: -25515734.000000 Penalty: 6030.074219
	Iteration 24Q: 3 clusters Score -2.551573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 189823 members 
Entering Unmasked Estep 
Score: -25515712.000000 Penalty: 6030.074219
	Iteration 25Q: 3 clusters Score -2.551571e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 189832 members 
Entering Unmasked Estep 
Score: -25515724.000000 Penalty: 6030.074219
	Iteration 26Q: 3 clusters Score -2.551572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 189842 members 
Entering Unmasked Estep 
Score: -25515728.000000 Penalty: 6030.074219
	Iteration 27Q: 3 clusters Score -2.551573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 189850 members 
Entering Unmasked Estep 
Score: -25515726.000000 Penalty: 6030.074219
	Iteration 28Q: 3 clusters Score -2.551573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 189852 members 
Entering Unmasked Estep 
Score: -25515720.000000 Penalty: 6030.074219
	Iteration 29Q: 3 clusters Score -2.551572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 189853 members 
Entering Unmasked Estep 
Score: -25515730.000000 Penalty: 6030.074219
	Iteration 30Q: 3 clusters Score -2.551573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 189857 members 
Entering Unmasked Estep 
Score: -25515736.000000 Penalty: 6030.074219
	Iteration 31Q: 3 clusters Score -2.551574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 189861 members 
Entering Unmasked Estep 
Score: -25515732.000000 Penalty: 6030.074219
	Iteration 32Q: 3 clusters Score -2.551573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 189864 members 
Entering Unmasked Estep 
Score: -25515748.000000 Penalty: 6030.074219
	Iteration 33Q: 3 clusters Score -2.551575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 189868 members 
Entering Unmasked Estep 
Score: -25515738.000000 Penalty: 6030.074219
	Iteration 34Q: 3 clusters Score -2.551574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 189876 members 
Entering Unmasked Estep 
Score: -25515726.000000 Penalty: 6030.074219
	Iteration 35Q: 3 clusters Score -2.551573e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 189884 members 
Entering Unmasked Estep 
Score: -25515732.000000 Penalty: 6030.074219
	Iteration 36Q: 3 clusters Score -2.551573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 189889 members 
Entering Unmasked Estep 
Score: -25515736.000000 Penalty: 6030.074219
	Iteration 37Q: 3 clusters Score -2.551574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 189891 members 
Entering Unmasked Estep 
Score: -25515732.000000 Penalty: 6030.074219
	Iteration 38Q: 3 clusters Score -2.551573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 189893 members 
Entering Unmasked Estep 
Score: -25515734.000000 Penalty: 6030.074219
	Iteration 39Q: 3 clusters Score -2.551573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 189896 members 
Entering Unmasked Estep 
Score: -25515748.000000 Penalty: 6030.074219
	Iteration 40F: 3 clusters Score -2.551575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 189900 members 
Entering Unmasked Estep 
Score: -25515744.000000 Penalty: 6030.074219
	Iteration 41Q: 3 clusters Score -2.551574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 189900 members 
Entering Unmasked Estep 
Score: -25515748.000000 Penalty: 6030.074219
	Iteration 42Q: 3 clusters Score -2.551575e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 189900 members 
Entering Unmasked Estep 
Score: -25515748.000000 Penalty: 6030.074219
	Iteration 43F: 3 clusters Score -2.551575e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (54798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54798 members 
Entering Unmasked Estep 
Score: -7322322.000000 Penalty: 2706.029541
	Iteration 0F: 2 clusters Score -7322322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -7285588.000000 Penalty: 5412.059082
	Iteration 0F: 3 clusters Score -7285588 nChanged 25334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -7299792.000000 Penalty: 5412.059082
	Iteration 1F: 3 clusters Score -7299792 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -7300840.000000 Penalty: 5412.059082
	Iteration 2Q: 3 clusters Score -7300840 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -7302192.500000 Penalty: 5412.059082
	Iteration 3F: 3 clusters Score -7302192 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -7303939.500000 Penalty: 5412.059082
	Iteration 4F: 3 clusters Score -7303940 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -7306425.000000 Penalty: 5412.059082
	Iteration 5F: 3 clusters Score -7306425 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -7309810.500000 Penalty: 5412.059082
	Iteration 6F: 3 clusters Score -7309810 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -7313457.500000 Penalty: 5412.059082
	Iteration 7F: 3 clusters Score -7313458 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -7316293.000000 Penalty: 5412.059082
	Iteration 8F: 3 clusters Score -7316293 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -7317646.000000 Penalty: 5412.059082
	Iteration 9Q: 3 clusters Score -7317646 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -7318238.000000 Penalty: 5412.059082
	Iteration 10Q: 3 clusters Score -7318238 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -7318566.000000 Penalty: 5412.059082
	Iteration 11Q: 3 clusters Score -7318566 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -7318790.000000 Penalty: 5412.059082
	Iteration 12Q: 3 clusters Score -7318790 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
Score: -7319032.000000 Penalty: 5412.059082
	Iteration 13Q: 3 clusters Score -7319032 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -7319179.500000 Penalty: 5412.059082
	Iteration 14Q: 3 clusters Score -7319180 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -7319325.500000 Penalty: 5412.059082
	Iteration 15Q: 3 clusters Score -7319326 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -7319471.500000 Penalty: 5412.059082
	Iteration 16Q: 3 clusters Score -7319472 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -7319597.000000 Penalty: 5412.059082
	Iteration 17Q: 3 clusters Score -7319597 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -7319693.500000 Penalty: 5412.059082
	Iteration 18Q: 3 clusters Score -7319694 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -7319774.500000 Penalty: 5412.059082
	Iteration 19Q: 3 clusters Score -7319774 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -7319871.000000 Penalty: 5412.059082
	Iteration 20F: 3 clusters Score -7319871 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -7319939.500000 Penalty: 5412.059082
	Iteration 21Q: 3 clusters Score -7319940 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -7319995.500000 Penalty: 5412.059082
	Iteration 22Q: 3 clusters Score -7319996 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -7320022.500000 Penalty: 5412.059082
	Iteration 23Q: 3 clusters Score -7320022 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 49595 members 
Entering Unmasked Estep 
Score: -7320055.500000 Penalty: 5412.059082
	Iteration 24Q: 3 clusters Score -7320056 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -7320118.500000 Penalty: 5412.059082
	Iteration 25Q: 3 clusters Score -7320118 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -7320142.000000 Penalty: 5412.059082
	Iteration 26Q: 3 clusters Score -7320142 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 50094 members 
Entering Unmasked Estep 
Score: -7320178.000000 Penalty: 5412.059082
	Iteration 27Q: 3 clusters Score -7320178 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -7320191.500000 Penalty: 5412.059082
	Iteration 28Q: 3 clusters Score -7320192 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 50382 members 
Entering Unmasked Estep 
Score: -7320239.500000 Penalty: 5412.059082
	Iteration 29Q: 3 clusters Score -7320240 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -7320248.000000 Penalty: 5412.059082
	Iteration 30Q: 3 clusters Score -7320248 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -7320252.500000 Penalty: 5412.059082
	Iteration 31Q: 3 clusters Score -7320252 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -7320283.000000 Penalty: 5412.059082
	Iteration 32Q: 3 clusters Score -7320283 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -7320313.000000 Penalty: 5412.059082
	Iteration 33Q: 3 clusters Score -7320313 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 50945 members 
Entering Unmasked Estep 
Score: -7320329.500000 Penalty: 5412.059082
	Iteration 34Q: 3 clusters Score -7320330 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -7320354.000000 Penalty: 5412.059082
	Iteration 35Q: 3 clusters Score -7320354 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -7320403.500000 Penalty: 5412.059082
	Iteration 36Q: 3 clusters Score -7320404 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -7320415.500000 Penalty: 5412.059082
	Iteration 37Q: 3 clusters Score -7320416 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 51342 members 
Entering Unmasked Estep 
Score: -7320428.500000 Penalty: 5412.059082
	Iteration 38Q: 3 clusters Score -7320428 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 51424 members 
Entering Unmasked Estep 
Score: -7320429.000000 Penalty: 5412.059082
	Iteration 39Q: 3 clusters Score -7320429 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -7320441.500000 Penalty: 5412.059082
	Iteration 40F: 3 clusters Score -7320442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 51542 members 
Entering Unmasked Estep 
Score: -7320453.000000 Penalty: 5412.059082
	Iteration 41Q: 3 clusters Score -7320453 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -7320469.500000 Penalty: 5412.059082
	Iteration 42Q: 3 clusters Score -7320470 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -7320477.000000 Penalty: 5412.059082
	Iteration 43Q: 3 clusters Score -7320477 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -7320474.500000 Penalty: 5412.059082
	Iteration 44Q: 3 clusters Score -7320474 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -7320479.500000 Penalty: 5412.059082
	Iteration 45Q: 3 clusters Score -7320480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -7320489.000000 Penalty: 5412.059082
	Iteration 46Q: 3 clusters Score -7320489 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -7320514.000000 Penalty: 5412.059082
	Iteration 47Q: 3 clusters Score -7320514 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -7320504.500000 Penalty: 5412.059082
	Iteration 48Q: 3 clusters Score -7320504 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -7320517.500000 Penalty: 5412.059082
	Iteration 49Q: 3 clusters Score -7320518 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -7320526.500000 Penalty: 5412.059082
	Iteration 50Q: 3 clusters Score -7320526 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -7320522.500000 Penalty: 5412.059082
	Iteration 51Q: 3 clusters Score -7320522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -7320530.500000 Penalty: 5412.059082
	Iteration 52Q: 3 clusters Score -7320530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -7320542.500000 Penalty: 5412.059082
	Iteration 53Q: 3 clusters Score -7320542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -7320531.500000 Penalty: 5412.059082
	Iteration 54Q: 3 clusters Score -7320532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 52118 members 
Entering Unmasked Estep 
Score: -7320550.000000 Penalty: 5412.059082
	Iteration 55Q: 3 clusters Score -7320550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 52149 members 
Entering Unmasked Estep 
Score: -7320569.000000 Penalty: 5412.059082
	Iteration 56Q: 3 clusters Score -7320569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -7320581.000000 Penalty: 5412.059082
	Iteration 57Q: 3 clusters Score -7320581 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 52207 members 
Entering Unmasked Estep 
Score: -7320582.000000 Penalty: 5412.059082
	Iteration 58Q: 3 clusters Score -7320582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -7320592.000000 Penalty: 5412.059082
	Iteration 59Q: 3 clusters Score -7320592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -7320605.000000 Penalty: 5412.059082
	Iteration 60F: 3 clusters Score -7320605 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -7320605.500000 Penalty: 5412.059082
	Iteration 61Q: 3 clusters Score -7320606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -7320601.000000 Penalty: 5412.059082
	Iteration 62Q: 3 clusters Score -7320601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 52350 members 
Entering Unmasked Estep 
Score: -7320610.500000 Penalty: 5412.059082
	Iteration 63Q: 3 clusters Score -7320610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -7320617.000000 Penalty: 5412.059082
	Iteration 64Q: 3 clusters Score -7320617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 52381 members 
Entering Unmasked Estep 
Score: -7320616.000000 Penalty: 5412.059082
	Iteration 65Q: 3 clusters Score -7320616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -7320618.500000 Penalty: 5412.059082
	Iteration 66Q: 3 clusters Score -7320618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -7320614.000000 Penalty: 5412.059082
	Iteration 67Q: 3 clusters Score -7320614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -7320626.000000 Penalty: 5412.059082
	Iteration 68Q: 3 clusters Score -7320626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 52431 members 
Entering Unmasked Estep 
Score: -7320629.000000 Penalty: 5412.059082
	Iteration 69Q: 3 clusters Score -7320629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -7320618.000000 Penalty: 5412.059082
	Iteration 70Q: 3 clusters Score -7320618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -7320619.000000 Penalty: 5412.059082
	Iteration 71Q: 3 clusters Score -7320619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 52463 members 
Entering Unmasked Estep 
Score: -7320619.500000 Penalty: 5412.059082
	Iteration 72Q: 3 clusters Score -7320620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 52470 members 
Entering Unmasked Estep 
Score: -7320622.500000 Penalty: 5412.059082
	Iteration 73Q: 3 clusters Score -7320622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 52477 members 
Entering Unmasked Estep 
Score: -7320622.500000 Penalty: 5412.059082
	Iteration 74Q: 3 clusters Score -7320622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -7320619.500000 Penalty: 5412.059082
	Iteration 75Q: 3 clusters Score -7320620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -7320623.500000 Penalty: 5412.059082
	Iteration 76Q: 3 clusters Score -7320624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -7320623.500000 Penalty: 5412.059082
	Iteration 77F: 3 clusters Score -7320624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -91630.164062 Penalty: 1627.836182
	Iteration 0F: 2 clusters Score -91630.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -89886.093750 Penalty: 3255.672363
	Iteration 0F: 3 clusters Score -89886.09 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -90056.835938 Penalty: 3255.672363
	Iteration 1F: 3 clusters Score -90056.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90118.375000 Penalty: 3255.672363
	Iteration 2Q: 3 clusters Score -90118.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -90155.054688 Penalty: 3255.672363
	Iteration 3Q: 3 clusters Score -90155.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -90172.257812 Penalty: 3255.672363
	Iteration 4Q: 3 clusters Score -90172.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -90183.570312 Penalty: 3255.672363
	Iteration 5Q: 3 clusters Score -90183.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -90187.843750 Penalty: 3255.672363
	Iteration 6Q: 3 clusters Score -90187.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -90192.062500 Penalty: 3255.672363
	Iteration 7Q: 3 clusters Score -90192.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -90197.367188 Penalty: 3255.672363
	Iteration 8Q: 3 clusters Score -90197.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -90204.734375 Penalty: 3255.672363
	Iteration 9Q: 3 clusters Score -90204.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -90204.734375 Penalty: 3255.672363
	Iteration 10F: 3 clusters Score -90204.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (99326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99326 members 
Entering Unmasked Estep 
Score: -12856823.000000 Penalty: 2853.528320
	Iteration 0F: 2 clusters Score -1.285682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -12790336.000000 Penalty: 5707.056641
	Iteration 0F: 3 clusters Score -1.279034e+07 nChanged 47047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49209 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -12817581.000000 Penalty: 5707.056641
	Iteration 1F: 3 clusters Score -1.281758e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Mstep: Class 2 contains 51210 members 
Entering Unmasked Estep 
Score: -12819069.000000 Penalty: 5707.056641
	Iteration 2Q: 3 clusters Score -1.281907e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 53158 members 
Entering Unmasked Estep 
Score: -12821715.000000 Penalty: 5707.056641
	Iteration 3F: 3 clusters Score -1.282172e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 55999 members 
Entering Unmasked Estep 
Score: -12825980.000000 Penalty: 5707.056641
	Iteration 4F: 3 clusters Score -1.282598e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 59054 members 
Entering Unmasked Estep 
Score: -12831017.000000 Penalty: 5707.056641
	Iteration 5F: 3 clusters Score -1.283102e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -12835432.000000 Penalty: 5707.056641
	Iteration 6F: 3 clusters Score -1.283543e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 63995 members 
Entering Unmasked Estep 
Score: -12838256.000000 Penalty: 5707.056641
	Iteration 7F: 3 clusters Score -1.283826e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 65953 members 
Entering Unmasked Estep 
Score: -12839739.000000 Penalty: 5707.056641
	Iteration 8Q: 3 clusters Score -1.283974e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 67873 members 
Entering Unmasked Estep 
Score: -12840703.000000 Penalty: 5707.056641
	Iteration 9Q: 3 clusters Score -1.28407e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 69910 members 
Entering Unmasked Estep 
Score: -12841472.000000 Penalty: 5707.056641
	Iteration 10Q: 3 clusters Score -1.284147e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 72110 members 
Entering Unmasked Estep 
Score: -12842068.000000 Penalty: 5707.056641
	Iteration 11Q: 3 clusters Score -1.284207e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 74500 members 
Entering Unmasked Estep 
Score: -12842800.000000 Penalty: 5707.056641
	Iteration 12Q: 3 clusters Score -1.28428e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 77135 members 
Entering Unmasked Estep 
Score: -12843718.000000 Penalty: 5707.056641
	Iteration 13Q: 3 clusters Score -1.284372e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 80018 members 
Entering Unmasked Estep 
Score: -12844820.000000 Penalty: 5707.056641
	Iteration 14Q: 3 clusters Score -1.284482e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 83152 members 
Entering Unmasked Estep 
Score: -12846324.000000 Penalty: 5707.056641
	Iteration 15Q: 3 clusters Score -1.284632e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 86383 members 
Entering Unmasked Estep 
Score: -12847978.000000 Penalty: 5707.056641
	Iteration 16Q: 3 clusters Score -1.284798e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 89394 members 
Entering Unmasked Estep 
Score: -12849747.000000 Penalty: 5707.056641
	Iteration 17Q: 3 clusters Score -1.284975e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 92076 members 
Entering Unmasked Estep 
Score: -12851299.000000 Penalty: 5707.056641
	Iteration 18Q: 3 clusters Score -1.28513e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 94149 members 
Entering Unmasked Estep 
Score: -12852529.000000 Penalty: 5707.056641
	Iteration 19Q: 3 clusters Score -1.285253e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 95625 members 
Entering Unmasked Estep 
Score: -12853399.000000 Penalty: 5707.056641
	Iteration 20F: 3 clusters Score -1.28534e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 96610 members 
Entering Unmasked Estep 
Score: -12853946.000000 Penalty: 5707.056641
	Iteration 21Q: 3 clusters Score -1.285395e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 97291 members 
Entering Unmasked Estep 
Score: -12854324.000000 Penalty: 5707.056641
	Iteration 22Q: 3 clusters Score -1.285432e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 97728 members 
Entering Unmasked Estep 
Score: -12854545.000000 Penalty: 5707.056641
	Iteration 23Q: 3 clusters Score -1.285454e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 97974 members 
Entering Unmasked Estep 
Score: -12854669.000000 Penalty: 5707.056641
	Iteration 24Q: 3 clusters Score -1.285467e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 98115 members 
Entering Unmasked Estep 
Score: -12854753.000000 Penalty: 5707.056641
	Iteration 25Q: 3 clusters Score -1.285475e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 98209 members 
Entering Unmasked Estep 
Score: -12854779.000000 Penalty: 5707.056641
	Iteration 26Q: 3 clusters Score -1.285478e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 98273 members 
Entering Unmasked Estep 
Score: -12854816.000000 Penalty: 5707.056641
	Iteration 27Q: 3 clusters Score -1.285482e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 98307 members 
Entering Unmasked Estep 
Score: -12854813.000000 Penalty: 5707.056641
	Iteration 28Q: 3 clusters Score -1.285481e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 98334 members 
Entering Unmasked Estep 
Score: -12854805.000000 Penalty: 5707.056641
	Iteration 29Q: 3 clusters Score -1.28548e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 98347 members 
Entering Unmasked Estep 
Score: -12854817.000000 Penalty: 5707.056641
	Iteration 30Q: 3 clusters Score -1.285482e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 98362 members 
Entering Unmasked Estep 
Score: -12854806.000000 Penalty: 5707.056641
	Iteration 31Q: 3 clusters Score -1.285481e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 98374 members 
Entering Unmasked Estep 
Score: -12854812.000000 Penalty: 5707.056641
	Iteration 32Q: 3 clusters Score -1.285481e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 98386 members 
Entering Unmasked Estep 
Score: -12854810.000000 Penalty: 5707.056641
	Iteration 33Q: 3 clusters Score -1.285481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 98395 members 
Entering Unmasked Estep 
Score: -12854815.000000 Penalty: 5707.056641
	Iteration 34Q: 3 clusters Score -1.285482e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 98404 members 
Entering Unmasked Estep 
Score: -12854824.000000 Penalty: 5707.056641
	Iteration 35Q: 3 clusters Score -1.285482e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 98413 members 
Entering Unmasked Estep 
Score: -12854831.000000 Penalty: 5707.056641
	Iteration 36Q: 3 clusters Score -1.285483e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 98420 members 
Entering Unmasked Estep 
Score: -12854827.000000 Penalty: 5707.056641
	Iteration 37Q: 3 clusters Score -1.285483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 98425 members 
Entering Unmasked Estep 
Score: -12854849.000000 Penalty: 5707.056641
	Iteration 38Q: 3 clusters Score -1.285485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 98429 members 
Entering Unmasked Estep 
Score: -12854837.000000 Penalty: 5707.056641
	Iteration 39Q: 3 clusters Score -1.285484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 98433 members 
Entering Unmasked Estep 
Score: -12854839.000000 Penalty: 5707.056641
	Iteration 40F: 3 clusters Score -1.285484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 98437 members 
Entering Unmasked Estep 
Score: -12854853.000000 Penalty: 5707.056641
	Iteration 41Q: 3 clusters Score -1.285485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 98439 members 
Entering Unmasked Estep 
Score: -12854852.000000 Penalty: 5707.056641
	Iteration 42Q: 3 clusters Score -1.285485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 98442 members 
Entering Unmasked Estep 
Score: -12854855.000000 Penalty: 5707.056641
	Iteration 43Q: 3 clusters Score -1.285486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 98445 members 
Entering Unmasked Estep 
Score: -12854848.000000 Penalty: 5707.056641
	Iteration 44Q: 3 clusters Score -1.285485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 98446 members 
Entering Unmasked Estep 
Score: -12854855.000000 Penalty: 5707.056641
	Iteration 45Q: 3 clusters Score -1.285486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 98447 members 
Entering Unmasked Estep 
Score: -12854852.000000 Penalty: 5707.056641
	Iteration 46Q: 3 clusters Score -1.285485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 98449 members 
Entering Unmasked Estep 
Score: -12854850.000000 Penalty: 5707.056641
	Iteration 47Q: 3 clusters Score -1.285485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 98451 members 
Entering Unmasked Estep 
Score: -12854848.000000 Penalty: 5707.056641
	Iteration 48Q: 3 clusters Score -1.285485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 98453 members 
Entering Unmasked Estep 
Score: -12854846.000000 Penalty: 5707.056641
	Iteration 49Q: 3 clusters Score -1.285485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 98453 members 
Entering Unmasked Estep 
Score: -12854846.000000 Penalty: 5707.056641
	Iteration 50F: 3 clusters Score -1.285485e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Entering Unmasked Estep 
Score: -1113836.625000 Penalty: 2251.416748
	Iteration 0F: 2 clusters Score -1113837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1107056.625000 Penalty: 4502.833496
	Iteration 0F: 3 clusters Score -1107057 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1109122.000000 Penalty: 4502.833496
	Iteration 1F: 3 clusters Score -1109122 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1109754.250000 Penalty: 4502.833496
	Iteration 2F: 3 clusters Score -1109754 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1110291.125000 Penalty: 4502.833496
	Iteration 3F: 3 clusters Score -1110291 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1110833.250000 Penalty: 4502.833496
	Iteration 4F: 3 clusters Score -1110833 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1111302.000000 Penalty: 4502.833496
	Iteration 5F: 3 clusters Score -1111302 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1111690.875000 Penalty: 4502.833496
	Iteration 6F: 3 clusters Score -1111691 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1111959.625000 Penalty: 4502.833496
	Iteration 7Q: 3 clusters Score -1111960 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1112140.750000 Penalty: 4502.833496
	Iteration 8Q: 3 clusters Score -1112141 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1112279.875000 Penalty: 4502.833496
	Iteration 9Q: 3 clusters Score -1112280 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1112368.250000 Penalty: 4502.833496
	Iteration 10Q: 3 clusters Score -1112368 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1112436.375000 Penalty: 4502.833496
	Iteration 11Q: 3 clusters Score -1112436 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1112480.625000 Penalty: 4502.833496
	Iteration 12Q: 3 clusters Score -1112481 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1112507.875000 Penalty: 4502.833496
	Iteration 13Q: 3 clusters Score -1112508 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1112533.250000 Penalty: 4502.833496
	Iteration 14Q: 3 clusters Score -1112533 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1112553.750000 Penalty: 4502.833496
	Iteration 15Q: 3 clusters Score -1112554 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1112564.500000 Penalty: 4502.833496
	Iteration 16Q: 3 clusters Score -1112564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1112577.875000 Penalty: 4502.833496
	Iteration 17Q: 3 clusters Score -1112578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1112589.375000 Penalty: 4502.833496
	Iteration 18Q: 3 clusters Score -1112589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1112592.750000 Penalty: 4502.833496
	Iteration 19Q: 3 clusters Score -1112593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1112599.625000 Penalty: 4502.833496
	Iteration 20F: 3 clusters Score -1112600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1112608.250000 Penalty: 4502.833496
	Iteration 21Q: 3 clusters Score -1112608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1112609.750000 Penalty: 4502.833496
	Iteration 22Q: 3 clusters Score -1112610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1112616.625000 Penalty: 4502.833496
	Iteration 23Q: 3 clusters Score -1112617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1112621.125000 Penalty: 4502.833496
	Iteration 24Q: 3 clusters Score -1112621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1112631.000000 Penalty: 4502.833496
	Iteration 25Q: 3 clusters Score -1112631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1112635.875000 Penalty: 4502.833496
	Iteration 26Q: 3 clusters Score -1112636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1112641.625000 Penalty: 4502.833496
	Iteration 27Q: 3 clusters Score -1112642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1112641.625000 Penalty: 4502.833496
	Iteration 28Q: 3 clusters Score -1112642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1112644.250000 Penalty: 4502.833496
	Iteration 29Q: 3 clusters Score -1112644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1112647.875000 Penalty: 4502.833496
	Iteration 30Q: 3 clusters Score -1112648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1112652.000000 Penalty: 4502.833496
	Iteration 31Q: 3 clusters Score -1112652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1112655.625000 Penalty: 4502.833496
	Iteration 32Q: 3 clusters Score -1112656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1112656.500000 Penalty: 4502.833496
	Iteration 33Q: 3 clusters Score -1112656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1112658.625000 Penalty: 4502.833496
	Iteration 34Q: 3 clusters Score -1112659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1112659.500000 Penalty: 4502.833496
	Iteration 35Q: 3 clusters Score -1112660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1112662.875000 Penalty: 4502.833496
	Iteration 36Q: 3 clusters Score -1112663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1112663.750000 Penalty: 4502.833496
	Iteration 37Q: 3 clusters Score -1112664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1112665.250000 Penalty: 4502.833496
	Iteration 38Q: 3 clusters Score -1112665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1112669.250000 Penalty: 4502.833496
	Iteration 39Q: 3 clusters Score -1112669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1112671.375000 Penalty: 4502.833496
	Iteration 40F: 3 clusters Score -1112671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1112678.375000 Penalty: 4502.833496
	Iteration 41Q: 3 clusters Score -1112678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1112679.250000 Penalty: 4502.833496
	Iteration 42Q: 3 clusters Score -1112679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1112684.125000 Penalty: 4502.833496
	Iteration 43Q: 3 clusters Score -1112684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1112688.125000 Penalty: 4502.833496
	Iteration 44Q: 3 clusters Score -1112688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1112691.375000 Penalty: 4502.833496
	Iteration 45Q: 3 clusters Score -1112691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1112694.250000 Penalty: 4502.833496
	Iteration 46Q: 3 clusters Score -1112694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1112696.750000 Penalty: 4502.833496
	Iteration 47Q: 3 clusters Score -1112697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1112696.250000 Penalty: 4502.833496
	Iteration 48Q: 3 clusters Score -1112696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1112697.750000 Penalty: 4502.833496
	Iteration 49Q: 3 clusters Score -1112698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1112700.000000 Penalty: 4502.833496
	Iteration 50Q: 3 clusters Score -1112700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1112701.500000 Penalty: 4502.833496
	Iteration 51Q: 3 clusters Score -1112702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1112704.875000 Penalty: 4502.833496
	Iteration 52Q: 3 clusters Score -1112705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1112705.375000 Penalty: 4502.833496
	Iteration 53Q: 3 clusters Score -1112705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1112706.250000 Penalty: 4502.833496
	Iteration 54Q: 3 clusters Score -1112706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1112705.625000 Penalty: 4502.833496
	Iteration 55Q: 3 clusters Score -1112706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1112704.875000 Penalty: 4502.833496
	Iteration 56Q: 3 clusters Score -1112705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1112706.375000 Penalty: 4502.833496
	Iteration 57Q: 3 clusters Score -1112706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1112706.625000 Penalty: 4502.833496
	Iteration 58Q: 3 clusters Score -1112707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1112706.250000 Penalty: 4502.833496
	Iteration 59Q: 3 clusters Score -1112706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1112709.000000 Penalty: 4502.833496
	Iteration 60F: 3 clusters Score -1112709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1112710.625000 Penalty: 4502.833496
	Iteration 61Q: 3 clusters Score -1112711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1112713.250000 Penalty: 4502.833496
	Iteration 62Q: 3 clusters Score -1112713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1112713.625000 Penalty: 4502.833496
	Iteration 63Q: 3 clusters Score -1112714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1112713.250000 Penalty: 4502.833496
	Iteration 64Q: 3 clusters Score -1112713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1112713.625000 Penalty: 4502.833496
	Iteration 65Q: 3 clusters Score -1112714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1112713.625000 Penalty: 4502.833496
	Iteration 66F: 3 clusters Score -1112714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -32427.947266 Penalty: 1436.667358
	Iteration 0F: 2 clusters Score -32427.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31189.398438 Penalty: 2873.334717
	Iteration 0F: 3 clusters Score -31189.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -31590.132812 Penalty: 2873.334717
	Iteration 1F: 3 clusters Score -31590.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31881.935547 Penalty: 2873.334717
	Iteration 2F: 3 clusters Score -31881.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32160.712891 Penalty: 2873.334717
	Iteration 3F: 3 clusters Score -32160.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32382.226562 Penalty: 2873.334717
	Iteration 4F: 3 clusters Score -32382.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32472.353516 Penalty: 2873.334717
	Iteration 5Q: 3 clusters Score -32472.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32511.412109 Penalty: 2873.334717
	Iteration 6Q: 3 clusters Score -32511.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32535.224609 Penalty: 2873.334717
	Iteration 7Q: 3 clusters Score -32535.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32594.337891 Penalty: 2873.334717
	Iteration 8Q: 3 clusters Score -32594.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32840.933594 Penalty: 2873.334717
	Iteration 9Q: 3 clusters Score -32840.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32858.429688 Penalty: 2873.334717
	Iteration 10Q: 3 clusters Score -32858.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32874.253906 Penalty: 2873.334717
	Iteration 11Q: 3 clusters Score -32874.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32885.609375 Penalty: 2873.334717
	Iteration 12Q: 3 clusters Score -32885.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32885.609375 Penalty: 2873.334717
	Iteration 13F: 3 clusters Score -32885.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60807 members 
Mstep: Class 3 contains 190500 members 
Mstep: Class 4 contains 54798 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99326 members 
Mstep: Class 7 contains 8763 members 
Mstep: Class 8 contains 138 members 
Mstep: Class 9 contains 115728 members 
Mstep: Class 10 contains 178231 members 
Mstep: Class 11 contains 6183 members 
Mstep: Class 12 contains 11583 members 
Mstep: Class 13 contains 169569 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51466 members 
Mstep: Class 17 contains 74388 members 
Mstep: Class 18 contains 173329 members 
Mstep: Class 19 contains 176258 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2430 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 190 members 
Entering Unmasked Estep 
Score: -180411920.000000 Penalty: 87655.367188
Splitting cluster 8 changes total score from -180413232.000000 to -180411920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (115728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115728 members 
Entering Unmasked Estep 
Score: -15552894.000000 Penalty: 2891.431396
	Iteration 0F: 2 clusters Score -1.555289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57881 members 
Mstep: Class 2 contains 57847 members 
Entering Unmasked Estep 
Score: -15475973.000000 Penalty: 5782.862793
	Iteration 0F: 3 clusters Score -1.547597e+07 nChanged 54992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59517 members 
Mstep: Class 2 contains 56211 members 
Entering Unmasked Estep 
Score: -15507773.000000 Penalty: 5782.862793
	Iteration 1F: 3 clusters Score -1.550777e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61184 members 
Mstep: Class 2 contains 54544 members 
Entering Unmasked Estep 
Score: -15509527.000000 Penalty: 5782.862793
	Iteration 2Q: 3 clusters Score -1.550953e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63947 members 
Mstep: Class 2 contains 51781 members 
Entering Unmasked Estep 
Score: -15513055.000000 Penalty: 5782.862793
	Iteration 3F: 3 clusters Score -1.551306e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -15518291.000000 Penalty: 5782.862793
	Iteration 4F: 3 clusters Score -1.551829e+07 nChanged 9131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73032 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -15524560.000000 Penalty: 5782.862793
	Iteration 5F: 3 clusters Score -1.552456e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78345 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -15530288.000000 Penalty: 5782.862793
	Iteration 6F: 3 clusters Score -1.553029e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83500 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -15534956.000000 Penalty: 5782.862793
	Iteration 7F: 3 clusters Score -1.553496e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88274 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -15538808.000000 Penalty: 5782.862793
	Iteration 8F: 3 clusters Score -1.553881e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92514 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -15542203.000000 Penalty: 5782.862793
	Iteration 9Q: 3 clusters Score -1.55422e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96012 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -15544950.000000 Penalty: 5782.862793
	Iteration 10Q: 3 clusters Score -1.554495e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98614 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -15546907.000000 Penalty: 5782.862793
	Iteration 11Q: 3 clusters Score -1.554691e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100515 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -15548008.000000 Penalty: 5782.862793
	Iteration 12Q: 3 clusters Score -1.554801e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102006 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -15548724.000000 Penalty: 5782.862793
	Iteration 13Q: 3 clusters Score -1.554872e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103316 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -15549246.000000 Penalty: 5782.862793
	Iteration 14Q: 3 clusters Score -1.554925e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104472 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -15549535.000000 Penalty: 5782.862793
	Iteration 15Q: 3 clusters Score -1.554954e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105531 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -15549898.000000 Penalty: 5782.862793
	Iteration 16Q: 3 clusters Score -1.55499e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106498 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -15550179.000000 Penalty: 5782.862793
	Iteration 17Q: 3 clusters Score -1.555018e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107363 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -15550410.000000 Penalty: 5782.862793
	Iteration 18Q: 3 clusters Score -1.555041e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108091 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -15550526.000000 Penalty: 5782.862793
	Iteration 19Q: 3 clusters Score -1.555053e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108724 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -15550617.000000 Penalty: 5782.862793
	Iteration 20F: 3 clusters Score -1.555062e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109265 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -15550774.000000 Penalty: 5782.862793
	Iteration 21Q: 3 clusters Score -1.555077e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109784 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -15550941.000000 Penalty: 5782.862793
	Iteration 22Q: 3 clusters Score -1.555094e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110247 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -15551017.000000 Penalty: 5782.862793
	Iteration 23Q: 3 clusters Score -1.555102e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110666 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -15551129.000000 Penalty: 5782.862793
	Iteration 24Q: 3 clusters Score -1.555113e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111052 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -15551235.000000 Penalty: 5782.862793
	Iteration 25Q: 3 clusters Score -1.555124e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111384 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -15551248.000000 Penalty: 5782.862793
	Iteration 26Q: 3 clusters Score -1.555125e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111705 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -15551388.000000 Penalty: 5782.862793
	Iteration 27Q: 3 clusters Score -1.555139e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111987 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -15551439.000000 Penalty: 5782.862793
	Iteration 28Q: 3 clusters Score -1.555144e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112248 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -15551517.000000 Penalty: 5782.862793
	Iteration 29Q: 3 clusters Score -1.555152e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112512 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -15551616.000000 Penalty: 5782.862793
	Iteration 30Q: 3 clusters Score -1.555162e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112748 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -15551684.000000 Penalty: 5782.862793
	Iteration 31Q: 3 clusters Score -1.555168e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112948 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -15551701.000000 Penalty: 5782.862793
	Iteration 32Q: 3 clusters Score -1.55517e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113118 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -15551752.000000 Penalty: 5782.862793
	Iteration 33Q: 3 clusters Score -1.555175e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113270 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -15551793.000000 Penalty: 5782.862793
	Iteration 34Q: 3 clusters Score -1.555179e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113395 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -15551824.000000 Penalty: 5782.862793
	Iteration 35Q: 3 clusters Score -1.555182e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113500 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -15551841.000000 Penalty: 5782.862793
	Iteration 36Q: 3 clusters Score -1.555184e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113592 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -15551871.000000 Penalty: 5782.862793
	Iteration 37Q: 3 clusters Score -1.555187e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113678 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -15551862.000000 Penalty: 5782.862793
	Iteration 38Q: 3 clusters Score -1.555186e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113746 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -15551884.000000 Penalty: 5782.862793
	Iteration 39Q: 3 clusters Score -1.555188e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113792 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -15551917.000000 Penalty: 5782.862793
	Iteration 40F: 3 clusters Score -1.555192e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113813 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -15551991.000000 Penalty: 5782.862793
	Iteration 41Q: 3 clusters Score -1.555199e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113854 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -15551973.000000 Penalty: 5782.862793
	Iteration 42Q: 3 clusters Score -1.555197e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113903 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -15552003.000000 Penalty: 5782.862793
	Iteration 43Q: 3 clusters Score -1.5552e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113944 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -15552008.000000 Penalty: 5782.862793
	Iteration 44Q: 3 clusters Score -1.555201e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113980 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -15552001.000000 Penalty: 5782.862793
	Iteration 45Q: 3 clusters Score -1.5552e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114012 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -15551988.000000 Penalty: 5782.862793
	Iteration 46Q: 3 clusters Score -1.555199e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114042 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -15551998.000000 Penalty: 5782.862793
	Iteration 47Q: 3 clusters Score -1.5552e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114072 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -15551984.000000 Penalty: 5782.862793
	Iteration 48Q: 3 clusters Score -1.555198e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114092 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -15551995.000000 Penalty: 5782.862793
	Iteration 49Q: 3 clusters Score -1.5552e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114117 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -15551993.000000 Penalty: 5782.862793
	Iteration 50Q: 3 clusters Score -1.555199e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114137 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -15551998.000000 Penalty: 5782.862793
	Iteration 51Q: 3 clusters Score -1.5552e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114157 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -15551994.000000 Penalty: 5782.862793
	Iteration 52Q: 3 clusters Score -1.555199e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114175 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -15551991.000000 Penalty: 5782.862793
	Iteration 53Q: 3 clusters Score -1.555199e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114190 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -15552002.000000 Penalty: 5782.862793
	Iteration 54Q: 3 clusters Score -1.5552e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114207 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -15552000.000000 Penalty: 5782.862793
	Iteration 55Q: 3 clusters Score -1.5552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114217 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -15551993.000000 Penalty: 5782.862793
	Iteration 56Q: 3 clusters Score -1.555199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114228 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -15551996.000000 Penalty: 5782.862793
	Iteration 57Q: 3 clusters Score -1.5552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114233 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -15552005.000000 Penalty: 5782.862793
	Iteration 58Q: 3 clusters Score -1.5552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114238 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -15551988.000000 Penalty: 5782.862793
	Iteration 59Q: 3 clusters Score -1.555199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114238 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -15551988.000000 Penalty: 5782.862793
	Iteration 60F: 3 clusters Score -1.555199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (178231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178231 members 
Entering Unmasked Estep 
Score: -23703802.000000 Penalty: 2998.527344
	Iteration 0F: 2 clusters Score -2.37038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89259 members 
Mstep: Class 2 contains 88972 members 
Entering Unmasked Estep 
Score: -23587884.000000 Penalty: 5997.054688
	Iteration 0F: 3 clusters Score -2.358788e+07 nChanged 85666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89599 members 
Mstep: Class 2 contains 88632 members 
Entering Unmasked Estep 
Score: -23638330.000000 Penalty: 5997.054688
	Iteration 1F: 3 clusters Score -2.363833e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89907 members 
Mstep: Class 2 contains 88324 members 
Entering Unmasked Estep 
Score: -23639708.000000 Penalty: 5997.054688
	Iteration 2Q: 3 clusters Score -2.363971e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90373 members 
Mstep: Class 2 contains 87858 members 
Entering Unmasked Estep 
Score: -23641084.000000 Penalty: 5997.054688
	Iteration 3Q: 3 clusters Score -2.364108e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91194 members 
Mstep: Class 2 contains 87037 members 
Entering Unmasked Estep 
Score: -23642744.000000 Penalty: 5997.054688
	Iteration 4Q: 3 clusters Score -2.364274e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92586 members 
Mstep: Class 2 contains 85645 members 
Entering Unmasked Estep 
Score: -23644480.000000 Penalty: 5997.054688
	Iteration 5Q: 3 clusters Score -2.364448e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94796 members 
Mstep: Class 2 contains 83435 members 
Entering Unmasked Estep 
Score: -23646714.000000 Penalty: 5997.054688
	Iteration 6Q: 3 clusters Score -2.364671e+07 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98133 members 
Mstep: Class 2 contains 80098 members 
Entering Unmasked Estep 
Score: -23649436.000000 Penalty: 5997.054688
	Iteration 7Q: 3 clusters Score -2.364944e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102852 members 
Mstep: Class 2 contains 75379 members 
Entering Unmasked Estep 
Score: -23652804.000000 Penalty: 5997.054688
	Iteration 8Q: 3 clusters Score -2.36528e+07 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 69000 members 
Entering Unmasked Estep 
Score: -23657048.000000 Penalty: 5997.054688
	Iteration 9Q: 3 clusters Score -2.365705e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117263 members 
Mstep: Class 2 contains 60968 members 
Entering Unmasked Estep 
Score: -23662106.000000 Penalty: 5997.054688
	Iteration 10F: 3 clusters Score -2.366211e+07 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126645 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -23668556.000000 Penalty: 5997.054688
	Iteration 11F: 3 clusters Score -2.366856e+07 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136480 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -23675648.000000 Penalty: 5997.054688
	Iteration 12F: 3 clusters Score -2.367565e+07 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145545 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -23683034.000000 Penalty: 5997.054688
	Iteration 13F: 3 clusters Score -2.368303e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152808 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -23689028.000000 Penalty: 5997.054688
	Iteration 14Q: 3 clusters Score -2.368903e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158402 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -23693808.000000 Penalty: 5997.054688
	Iteration 15Q: 3 clusters Score -2.369381e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162463 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -23697306.000000 Penalty: 5997.054688
	Iteration 16Q: 3 clusters Score -2.369731e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165210 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -23699452.000000 Penalty: 5997.054688
	Iteration 17Q: 3 clusters Score -2.369945e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167171 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -23700684.000000 Penalty: 5997.054688
	Iteration 18Q: 3 clusters Score -2.370068e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168593 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -23701338.000000 Penalty: 5997.054688
	Iteration 19Q: 3 clusters Score -2.370134e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169691 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -23701702.000000 Penalty: 5997.054688
	Iteration 20F: 3 clusters Score -2.37017e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170611 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -23701890.000000 Penalty: 5997.054688
	Iteration 21Q: 3 clusters Score -2.370189e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171350 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -23702094.000000 Penalty: 5997.054688
	Iteration 22Q: 3 clusters Score -2.370209e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171968 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -23702168.000000 Penalty: 5997.054688
	Iteration 23Q: 3 clusters Score -2.370217e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172463 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -23702138.000000 Penalty: 5997.054688
	Iteration 24Q: 3 clusters Score -2.370214e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172914 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -23702194.000000 Penalty: 5997.054688
	Iteration 25Q: 3 clusters Score -2.370219e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173312 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -23702218.000000 Penalty: 5997.054688
	Iteration 26Q: 3 clusters Score -2.370222e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173660 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -23702166.000000 Penalty: 5997.054688
	Iteration 27Q: 3 clusters Score -2.370217e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173972 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -23702184.000000 Penalty: 5997.054688
	Iteration 28Q: 3 clusters Score -2.370218e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174249 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -23702166.000000 Penalty: 5997.054688
	Iteration 29Q: 3 clusters Score -2.370217e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174507 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -23702190.000000 Penalty: 5997.054688
	Iteration 30Q: 3 clusters Score -2.370219e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174724 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -23702184.000000 Penalty: 5997.054688
	Iteration 31Q: 3 clusters Score -2.370218e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174907 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -23702154.000000 Penalty: 5997.054688
	Iteration 32Q: 3 clusters Score -2.370215e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175081 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -23702164.000000 Penalty: 5997.054688
	Iteration 33Q: 3 clusters Score -2.370216e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175244 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -23702112.000000 Penalty: 5997.054688
	Iteration 34Q: 3 clusters Score -2.370211e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175380 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -23702092.000000 Penalty: 5997.054688
	Iteration 35Q: 3 clusters Score -2.370209e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175526 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -23702090.000000 Penalty: 5997.054688
	Iteration 36Q: 3 clusters Score -2.370209e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175667 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -23702102.000000 Penalty: 5997.054688
	Iteration 37Q: 3 clusters Score -2.37021e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175801 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -23702058.000000 Penalty: 5997.054688
	Iteration 38Q: 3 clusters Score -2.370206e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175904 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -23702018.000000 Penalty: 5997.054688
	Iteration 39Q: 3 clusters Score -2.370202e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176008 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -23701996.000000 Penalty: 5997.054688
	Iteration 40F: 3 clusters Score -2.3702e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176106 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -23701956.000000 Penalty: 5997.054688
	Iteration 41Q: 3 clusters Score -2.370196e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176199 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -23701926.000000 Penalty: 5997.054688
	Iteration 42Q: 3 clusters Score -2.370193e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176287 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -23701902.000000 Penalty: 5997.054688
	Iteration 43Q: 3 clusters Score -2.37019e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176378 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -23701878.000000 Penalty: 5997.054688
	Iteration 44Q: 3 clusters Score -2.370188e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176445 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -23701848.000000 Penalty: 5997.054688
	Iteration 45Q: 3 clusters Score -2.370185e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176509 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -23701828.000000 Penalty: 5997.054688
	Iteration 46Q: 3 clusters Score -2.370183e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176569 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -23701788.000000 Penalty: 5997.054688
	Iteration 47Q: 3 clusters Score -2.370179e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176618 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -23701790.000000 Penalty: 5997.054688
	Iteration 48Q: 3 clusters Score -2.370179e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176667 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -23701808.000000 Penalty: 5997.054688
	Iteration 49Q: 3 clusters Score -2.370181e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176706 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -23701780.000000 Penalty: 5997.054688
	Iteration 50Q: 3 clusters Score -2.370178e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176743 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -23701788.000000 Penalty: 5997.054688
	Iteration 51Q: 3 clusters Score -2.370179e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176778 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -23701756.000000 Penalty: 5997.054688
	Iteration 52Q: 3 clusters Score -2.370176e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176812 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -23701748.000000 Penalty: 5997.054688
	Iteration 53Q: 3 clusters Score -2.370175e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176853 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -23701742.000000 Penalty: 5997.054688
	Iteration 54Q: 3 clusters Score -2.370174e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176888 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -23701756.000000 Penalty: 5997.054688
	Iteration 55Q: 3 clusters Score -2.370176e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176912 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -23701732.000000 Penalty: 5997.054688
	Iteration 56Q: 3 clusters Score -2.370173e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176928 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -23701724.000000 Penalty: 5997.054688
	Iteration 57Q: 3 clusters Score -2.370172e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176948 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -23701726.000000 Penalty: 5997.054688
	Iteration 58Q: 3 clusters Score -2.370173e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176974 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -23701742.000000 Penalty: 5997.054688
	Iteration 59Q: 3 clusters Score -2.370174e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177004 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -23701738.000000 Penalty: 5997.054688
	Iteration 60F: 3 clusters Score -2.370174e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177026 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -23701710.000000 Penalty: 5997.054688
	Iteration 61Q: 3 clusters Score -2.370171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177038 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -23701728.000000 Penalty: 5997.054688
	Iteration 62Q: 3 clusters Score -2.370173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177052 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -23701726.000000 Penalty: 5997.054688
	Iteration 63Q: 3 clusters Score -2.370173e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177069 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -23701702.000000 Penalty: 5997.054688
	Iteration 64Q: 3 clusters Score -2.37017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177082 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -23701704.000000 Penalty: 5997.054688
	Iteration 65Q: 3 clusters Score -2.37017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177094 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -23701686.000000 Penalty: 5997.054688
	Iteration 66Q: 3 clusters Score -2.370169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177098 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -23701696.000000 Penalty: 5997.054688
	Iteration 67Q: 3 clusters Score -2.37017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177100 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -23701696.000000 Penalty: 5997.054688
	Iteration 68Q: 3 clusters Score -2.37017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177103 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -23701714.000000 Penalty: 5997.054688
	Iteration 69Q: 3 clusters Score -2.370171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177104 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -23701706.000000 Penalty: 5997.054688
	Iteration 70Q: 3 clusters Score -2.370171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177108 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -23701714.000000 Penalty: 5997.054688
	Iteration 71Q: 3 clusters Score -2.370171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177112 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -23701724.000000 Penalty: 5997.054688
	Iteration 72Q: 3 clusters Score -2.370172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177113 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -23701730.000000 Penalty: 5997.054688
	Iteration 73Q: 3 clusters Score -2.370173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177118 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -23701716.000000 Penalty: 5997.054688
	Iteration 74Q: 3 clusters Score -2.370172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177122 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -23701722.000000 Penalty: 5997.054688
	Iteration 75Q: 3 clusters Score -2.370172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177128 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -23701718.000000 Penalty: 5997.054688
	Iteration 76Q: 3 clusters Score -2.370172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177131 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -23701730.000000 Penalty: 5997.054688
	Iteration 77Q: 3 clusters Score -2.370173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177132 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -23701718.000000 Penalty: 5997.054688
	Iteration 78Q: 3 clusters Score -2.370172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177133 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -23701726.000000 Penalty: 5997.054688
	Iteration 79Q: 3 clusters Score -2.370173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177136 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -23701720.000000 Penalty: 5997.054688
	Iteration 80F: 3 clusters Score -2.370172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177139 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -23701734.000000 Penalty: 5997.054688
	Iteration 81Q: 3 clusters Score -2.370173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177144 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -23701724.000000 Penalty: 5997.054688
	Iteration 82Q: 3 clusters Score -2.370172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177147 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -23701724.000000 Penalty: 5997.054688
	Iteration 83Q: 3 clusters Score -2.370172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177148 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -23701724.000000 Penalty: 5997.054688
	Iteration 84Q: 3 clusters Score -2.370172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177149 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -23701722.000000 Penalty: 5997.054688
	Iteration 85Q: 3 clusters Score -2.370172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177151 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -23701718.000000 Penalty: 5997.054688
	Iteration 86Q: 3 clusters Score -2.370172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177151 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -23701718.000000 Penalty: 5997.054688
	Iteration 87F: 3 clusters Score -2.370172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Entering Unmasked Estep 
Score: -822323.437500 Penalty: 2164.930664
	Iteration 0F: 2 clusters Score -822323.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -817033.250000 Penalty: 4329.861328
	Iteration 0F: 3 clusters Score -817033.2 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -818375.500000 Penalty: 4329.861328
	Iteration 1F: 3 clusters Score -818375.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -818613.187500 Penalty: 4329.861328
	Iteration 2F: 3 clusters Score -818613.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -818757.000000 Penalty: 4329.861328
	Iteration 3Q: 3 clusters Score -818757 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -818851.062500 Penalty: 4329.861328
	Iteration 4Q: 3 clusters Score -818851.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -818927.500000 Penalty: 4329.861328
	Iteration 5Q: 3 clusters Score -818927.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -819001.000000 Penalty: 4329.861328
	Iteration 6Q: 3 clusters Score -819001 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -819068.812500 Penalty: 4329.861328
	Iteration 7Q: 3 clusters Score -819068.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -819136.937500 Penalty: 4329.861328
	Iteration 8Q: 3 clusters Score -819136.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -819203.812500 Penalty: 4329.861328
	Iteration 9Q: 3 clusters Score -819203.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -819281.437500 Penalty: 4329.861328
	Iteration 10Q: 3 clusters Score -819281.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -819362.750000 Penalty: 4329.861328
	Iteration 11Q: 3 clusters Score -819362.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -819452.437500 Penalty: 4329.861328
	Iteration 12Q: 3 clusters Score -819452.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -819555.062500 Penalty: 4329.861328
	Iteration 13Q: 3 clusters Score -819555.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -819654.375000 Penalty: 4329.861328
	Iteration 14Q: 3 clusters Score -819654.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -819770.500000 Penalty: 4329.861328
	Iteration 15Q: 3 clusters Score -819770.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -819891.937500 Penalty: 4329.861328
	Iteration 16Q: 3 clusters Score -819891.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -820023.625000 Penalty: 4329.861328
	Iteration 17Q: 3 clusters Score -820023.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -820147.937500 Penalty: 4329.861328
	Iteration 18Q: 3 clusters Score -820147.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -820261.437500 Penalty: 4329.861328
	Iteration 19Q: 3 clusters Score -820261.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -820359.562500 Penalty: 4329.861328
	Iteration 20F: 3 clusters Score -820359.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -820427.187500 Penalty: 4329.861328
	Iteration 21Q: 3 clusters Score -820427.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -820479.687500 Penalty: 4329.861328
	Iteration 22Q: 3 clusters Score -820479.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -820537.500000 Penalty: 4329.861328
	Iteration 23Q: 3 clusters Score -820537.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -820598.000000 Penalty: 4329.861328
	Iteration 24Q: 3 clusters Score -820598 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -820630.625000 Penalty: 4329.861328
	Iteration 25Q: 3 clusters Score -820630.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -820653.187500 Penalty: 4329.861328
	Iteration 26Q: 3 clusters Score -820653.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -820677.625000 Penalty: 4329.861328
	Iteration 27Q: 3 clusters Score -820677.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -820705.000000 Penalty: 4329.861328
	Iteration 28Q: 3 clusters Score -820705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -820733.625000 Penalty: 4329.861328
	Iteration 29Q: 3 clusters Score -820733.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -820766.187500 Penalty: 4329.861328
	Iteration 30Q: 3 clusters Score -820766.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -820782.062500 Penalty: 4329.861328
	Iteration 31Q: 3 clusters Score -820782.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -820796.625000 Penalty: 4329.861328
	Iteration 32Q: 3 clusters Score -820796.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -820805.875000 Penalty: 4329.861328
	Iteration 33Q: 3 clusters Score -820805.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -820811.312500 Penalty: 4329.861328
	Iteration 34Q: 3 clusters Score -820811.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -820817.937500 Penalty: 4329.861328
	Iteration 35Q: 3 clusters Score -820817.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -820819.875000 Penalty: 4329.861328
	Iteration 36Q: 3 clusters Score -820819.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -820820.562500 Penalty: 4329.861328
	Iteration 37Q: 3 clusters Score -820820.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -820820.812500 Penalty: 4329.861328
	Iteration 38Q: 3 clusters Score -820820.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -820821.750000 Penalty: 4329.861328
	Iteration 39Q: 3 clusters Score -820821.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -820822.250000 Penalty: 4329.861328
	Iteration 40F: 3 clusters Score -820822.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Entering Unmasked Estep 
Score: -1544000.875000 Penalty: 2320.608887
	Iteration 0F: 2 clusters Score -1544001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1535327.250000 Penalty: 4641.217773
	Iteration 0F: 3 clusters Score -1535327 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1537973.625000 Penalty: 4641.217773
	Iteration 1F: 3 clusters Score -1537974 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1538387.375000 Penalty: 4641.217773
	Iteration 2F: 3 clusters Score -1538387 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1538766.750000 Penalty: 4641.217773
	Iteration 3F: 3 clusters Score -1538767 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1539186.500000 Penalty: 4641.217773
	Iteration 4Q: 3 clusters Score -1539186 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1539601.250000 Penalty: 4641.217773
	Iteration 5Q: 3 clusters Score -1539601 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1539947.375000 Penalty: 4641.217773
	Iteration 6Q: 3 clusters Score -1539947 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1540243.625000 Penalty: 4641.217773
	Iteration 7Q: 3 clusters Score -1540244 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1540490.250000 Penalty: 4641.217773
	Iteration 8Q: 3 clusters Score -1540490 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1540695.750000 Penalty: 4641.217773
	Iteration 9Q: 3 clusters Score -1540696 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1540879.875000 Penalty: 4641.217773
	Iteration 10Q: 3 clusters Score -1540880 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1541001.500000 Penalty: 4641.217773
	Iteration 11Q: 3 clusters Score -1541002 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1541097.750000 Penalty: 4641.217773
	Iteration 12Q: 3 clusters Score -1541098 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1541179.250000 Penalty: 4641.217773
	Iteration 13Q: 3 clusters Score -1541179 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1541239.375000 Penalty: 4641.217773
	Iteration 14Q: 3 clusters Score -1541239 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1541286.875000 Penalty: 4641.217773
	Iteration 15Q: 3 clusters Score -1541287 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1541322.625000 Penalty: 4641.217773
	Iteration 16Q: 3 clusters Score -1541323 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1541348.375000 Penalty: 4641.217773
	Iteration 17Q: 3 clusters Score -1541348 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1541378.125000 Penalty: 4641.217773
	Iteration 18Q: 3 clusters Score -1541378 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1541403.625000 Penalty: 4641.217773
	Iteration 19Q: 3 clusters Score -1541404 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1541427.000000 Penalty: 4641.217773
	Iteration 20F: 3 clusters Score -1541427 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1541437.750000 Penalty: 4641.217773
	Iteration 21Q: 3 clusters Score -1541438 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1541444.500000 Penalty: 4641.217773
	Iteration 22Q: 3 clusters Score -1541444 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1541452.000000 Penalty: 4641.217773
	Iteration 23Q: 3 clusters Score -1541452 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1541461.750000 Penalty: 4641.217773
	Iteration 24Q: 3 clusters Score -1541462 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1541482.375000 Penalty: 4641.217773
	Iteration 25Q: 3 clusters Score -1541482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1541492.250000 Penalty: 4641.217773
	Iteration 26Q: 3 clusters Score -1541492 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1541500.125000 Penalty: 4641.217773
	Iteration 27Q: 3 clusters Score -1541500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1541513.000000 Penalty: 4641.217773
	Iteration 28Q: 3 clusters Score -1541513 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1541521.375000 Penalty: 4641.217773
	Iteration 29Q: 3 clusters Score -1541521 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1541531.000000 Penalty: 4641.217773
	Iteration 30Q: 3 clusters Score -1541531 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1541541.500000 Penalty: 4641.217773
	Iteration 31Q: 3 clusters Score -1541542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1541542.750000 Penalty: 4641.217773
	Iteration 32Q: 3 clusters Score -1541543 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1541547.625000 Penalty: 4641.217773
	Iteration 33Q: 3 clusters Score -1541548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1541554.625000 Penalty: 4641.217773
	Iteration 34Q: 3 clusters Score -1541555 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1541561.250000 Penalty: 4641.217773
	Iteration 35Q: 3 clusters Score -1541561 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1541573.875000 Penalty: 4641.217773
	Iteration 36Q: 3 clusters Score -1541574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1541574.875000 Penalty: 4641.217773
	Iteration 37Q: 3 clusters Score -1541575 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1541582.500000 Penalty: 4641.217773
	Iteration 38Q: 3 clusters Score -1541582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1541590.750000 Penalty: 4641.217773
	Iteration 39Q: 3 clusters Score -1541591 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1541590.875000 Penalty: 4641.217773
	Iteration 40F: 3 clusters Score -1541591 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1541595.000000 Penalty: 4641.217773
	Iteration 41Q: 3 clusters Score -1541595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1541596.875000 Penalty: 4641.217773
	Iteration 42Q: 3 clusters Score -1541597 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1541605.375000 Penalty: 4641.217773
	Iteration 43Q: 3 clusters Score -1541605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1541605.000000 Penalty: 4641.217773
	Iteration 44Q: 3 clusters Score -1541605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1541610.000000 Penalty: 4641.217773
	Iteration 45Q: 3 clusters Score -1541610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1541615.875000 Penalty: 4641.217773
	Iteration 46Q: 3 clusters Score -1541616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1541616.250000 Penalty: 4641.217773
	Iteration 47Q: 3 clusters Score -1541616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1541623.000000 Penalty: 4641.217773
	Iteration 48Q: 3 clusters Score -1541623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1541626.750000 Penalty: 4641.217773
	Iteration 49Q: 3 clusters Score -1541627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1541634.000000 Penalty: 4641.217773
	Iteration 50Q: 3 clusters Score -1541634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1541635.000000 Penalty: 4641.217773
	Iteration 51Q: 3 clusters Score -1541635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1541641.375000 Penalty: 4641.217773
	Iteration 52Q: 3 clusters Score -1541641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1541638.500000 Penalty: 4641.217773
	Iteration 53Q: 3 clusters Score -1541638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1541642.000000 Penalty: 4641.217773
	Iteration 54Q: 3 clusters Score -1541642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1541645.375000 Penalty: 4641.217773
	Iteration 55Q: 3 clusters Score -1541645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1541648.625000 Penalty: 4641.217773
	Iteration 56Q: 3 clusters Score -1541649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1541648.000000 Penalty: 4641.217773
	Iteration 57Q: 3 clusters Score -1541648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1541646.250000 Penalty: 4641.217773
	Iteration 58Q: 3 clusters Score -1541646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1541652.375000 Penalty: 4641.217773
	Iteration 59Q: 3 clusters Score -1541652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1541648.750000 Penalty: 4641.217773
	Iteration 60F: 3 clusters Score -1541649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1541651.625000 Penalty: 4641.217773
	Iteration 61Q: 3 clusters Score -1541652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1541652.625000 Penalty: 4641.217773
	Iteration 62Q: 3 clusters Score -1541653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1541656.625000 Penalty: 4641.217773
	Iteration 63Q: 3 clusters Score -1541657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1541656.875000 Penalty: 4641.217773
	Iteration 64Q: 3 clusters Score -1541657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1541658.125000 Penalty: 4641.217773
	Iteration 65Q: 3 clusters Score -1541658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1541656.375000 Penalty: 4641.217773
	Iteration 66Q: 3 clusters Score -1541656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1541659.375000 Penalty: 4641.217773
	Iteration 67Q: 3 clusters Score -1541659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1541660.125000 Penalty: 4641.217773
	Iteration 68Q: 3 clusters Score -1541660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1541659.125000 Penalty: 4641.217773
	Iteration 69Q: 3 clusters Score -1541659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1541659.750000 Penalty: 4641.217773
	Iteration 70Q: 3 clusters Score -1541660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1541661.500000 Penalty: 4641.217773
	Iteration 71Q: 3 clusters Score -1541662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1541659.125000 Penalty: 4641.217773
	Iteration 72Q: 3 clusters Score -1541659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1541661.125000 Penalty: 4641.217773
	Iteration 73Q: 3 clusters Score -1541661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1541662.500000 Penalty: 4641.217773
	Iteration 74Q: 3 clusters Score -1541662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1541662.500000 Penalty: 4641.217773
	Iteration 75F: 3 clusters Score -1541662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (169569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169569 members 
Entering Unmasked Estep 
Score: -22667918.000000 Penalty: 2986.171875
	Iteration 0F: 2 clusters Score -2.266792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85238 members 
Mstep: Class 2 contains 84331 members 
Entering Unmasked Estep 
Score: -22560974.000000 Penalty: 5972.343750
	Iteration 0F: 3 clusters Score -2.256097e+07 nChanged 81252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92322 members 
Mstep: Class 2 contains 77247 members 
Entering Unmasked Estep 
Score: -22608754.000000 Penalty: 5972.343750
	Iteration 1F: 3 clusters Score -2.260875e+07 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97168 members 
Mstep: Class 2 contains 72401 members 
Entering Unmasked Estep 
Score: -22611004.000000 Penalty: 5972.343750
	Iteration 2Q: 3 clusters Score -2.2611e+07 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104663 members 
Mstep: Class 2 contains 64906 members 
Entering Unmasked Estep 
Score: -22614890.000000 Penalty: 5972.343750
	Iteration 3F: 3 clusters Score -2.261489e+07 nChanged 11565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115300 members 
Mstep: Class 2 contains 54269 members 
Entering Unmasked Estep 
Score: -22622448.000000 Penalty: 5972.343750
	Iteration 4F: 3 clusters Score -2.262245e+07 nChanged 14078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128552 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -22633804.000000 Penalty: 5972.343750
	Iteration 5F: 3 clusters Score -2.26338e+07 nChanged 14076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141952 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -22646530.000000 Penalty: 5972.343750
	Iteration 6F: 3 clusters Score -2.264653e+07 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152609 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -22657012.000000 Penalty: 5972.343750
	Iteration 7F: 3 clusters Score -2.265701e+07 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160376 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -22663050.000000 Penalty: 5972.343750
	Iteration 8Q: 3 clusters Score -2.266305e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165138 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -22665156.000000 Penalty: 5972.343750
	Iteration 9Q: 3 clusters Score -2.266516e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167632 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -22665572.000000 Penalty: 5972.343750
	Iteration 10Q: 3 clusters Score -2.266557e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168631 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -22665614.000000 Penalty: 5972.343750
	Iteration 11Q: 3 clusters Score -2.266561e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168954 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -22665628.000000 Penalty: 5972.343750
	Iteration 12Q: 3 clusters Score -2.266563e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169095 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -22665610.000000 Penalty: 5972.343750
	Iteration 13Q: 3 clusters Score -2.266561e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169160 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -22665658.000000 Penalty: 5972.343750
	Iteration 14Q: 3 clusters Score -2.266566e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169184 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -22665668.000000 Penalty: 5972.343750
	Iteration 15Q: 3 clusters Score -2.266567e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169194 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -22665684.000000 Penalty: 5972.343750
	Iteration 16Q: 3 clusters Score -2.266568e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169205 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -22665676.000000 Penalty: 5972.343750
	Iteration 17Q: 3 clusters Score -2.266568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169214 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -22665670.000000 Penalty: 5972.343750
	Iteration 18Q: 3 clusters Score -2.266567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169217 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -22665684.000000 Penalty: 5972.343750
	Iteration 19Q: 3 clusters Score -2.266568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169222 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -22665674.000000 Penalty: 5972.343750
	Iteration 20F: 3 clusters Score -2.266567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169223 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -22665682.000000 Penalty: 5972.343750
	Iteration 21Q: 3 clusters Score -2.266568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169222 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -22665692.000000 Penalty: 5972.343750
	Iteration 22Q: 3 clusters Score -2.266569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169222 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -22665692.000000 Penalty: 5972.343750
	Iteration 23F: 3 clusters Score -2.266569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -91993.265625 Penalty: 1641.447266
	Iteration 0F: 2 clusters Score -91993.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -90272.781250 Penalty: 3282.894531
	Iteration 0F: 3 clusters Score -90272.78 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -90540.312500 Penalty: 3282.894531
	Iteration 1F: 3 clusters Score -90540.31 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -90686.804688 Penalty: 3282.894531
	Iteration 2F: 3 clusters Score -90686.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -90825.617188 Penalty: 3282.894531
	Iteration 3Q: 3 clusters Score -90825.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -91057.039062 Penalty: 3282.894531
	Iteration 4Q: 3 clusters Score -91057.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91218.367188 Penalty: 3282.894531
	Iteration 5Q: 3 clusters Score -91218.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -91331.992188 Penalty: 3282.894531
	Iteration 6Q: 3 clusters Score -91331.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -91377.648438 Penalty: 3282.894531
	Iteration 7Q: 3 clusters Score -91377.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -91412.101562 Penalty: 3282.894531
	Iteration 8Q: 3 clusters Score -91412.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -91432.468750 Penalty: 3282.894531
	Iteration 9Q: 3 clusters Score -91432.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -91446.070312 Penalty: 3282.894531
	Iteration 10Q: 3 clusters Score -91446.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -91463.078125 Penalty: 3282.894531
	Iteration 11Q: 3 clusters Score -91463.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -91470.546875 Penalty: 3282.894531
	Iteration 12Q: 3 clusters Score -91470.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -91472.804688 Penalty: 3282.894531
	Iteration 13Q: 3 clusters Score -91472.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -91476.984375 Penalty: 3282.894531
	Iteration 14Q: 3 clusters Score -91476.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -91478.695312 Penalty: 3282.894531
	Iteration 15Q: 3 clusters Score -91478.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -91478.695312 Penalty: 3282.894531
	Iteration 16F: 3 clusters Score -91478.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -20896.152344 Penalty: 1278.016357
	Iteration 0F: 2 clusters Score -20896.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -19775.322266 Penalty: 2556.032715
	Iteration 0F: 3 clusters Score -19775.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19795.746094 Penalty: 2556.032715
	Iteration 1Q: 3 clusters Score -19795.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19795.746094 Penalty: 2556.032715
	Iteration 2F: 3 clusters Score -19795.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (51466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Entering Unmasked Estep 
Score: -6849536.500000 Penalty: 2690.471924
	Iteration 0F: 2 clusters Score -6849536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -6814931.000000 Penalty: 5380.943848
	Iteration 0F: 3 clusters Score -6814931 nChanged 23756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -6827977.500000 Penalty: 5380.943848
	Iteration 1F: 3 clusters Score -6827978 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -6828592.000000 Penalty: 5380.943848
	Iteration 2Q: 3 clusters Score -6828592 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -6829351.500000 Penalty: 5380.943848
	Iteration 3Q: 3 clusters Score -6829352 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -6830383.500000 Penalty: 5380.943848
	Iteration 4Q: 3 clusters Score -6830384 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -6831869.500000 Penalty: 5380.943848
	Iteration 5F: 3 clusters Score -6831870 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -6834252.500000 Penalty: 5380.943848
	Iteration 6F: 3 clusters Score -6834252 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -6837514.500000 Penalty: 5380.943848
	Iteration 7F: 3 clusters Score -6837514 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -6841171.000000 Penalty: 5380.943848
	Iteration 8F: 3 clusters Score -6841171 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -6844201.500000 Penalty: 5380.943848
	Iteration 9F: 3 clusters Score -6844202 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -6845947.500000 Penalty: 5380.943848
	Iteration 10Q: 3 clusters Score -6845948 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -6846621.500000 Penalty: 5380.943848
	Iteration 11Q: 3 clusters Score -6846622 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -6846926.500000 Penalty: 5380.943848
	Iteration 12Q: 3 clusters Score -6846926 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -6847128.500000 Penalty: 5380.943848
	Iteration 13Q: 3 clusters Score -6847128 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -6847267.000000 Penalty: 5380.943848
	Iteration 14Q: 3 clusters Score -6847267 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -6847351.500000 Penalty: 5380.943848
	Iteration 15Q: 3 clusters Score -6847352 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -6847421.500000 Penalty: 5380.943848
	Iteration 16Q: 3 clusters Score -6847422 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -6847489.000000 Penalty: 5380.943848
	Iteration 17Q: 3 clusters Score -6847489 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -6847541.500000 Penalty: 5380.943848
	Iteration 18Q: 3 clusters Score -6847542 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -6847572.000000 Penalty: 5380.943848
	Iteration 19Q: 3 clusters Score -6847572 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -6847622.500000 Penalty: 5380.943848
	Iteration 20F: 3 clusters Score -6847622 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -6847635.500000 Penalty: 5380.943848
	Iteration 21Q: 3 clusters Score -6847636 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -6847680.500000 Penalty: 5380.943848
	Iteration 22Q: 3 clusters Score -6847680 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -6847677.000000 Penalty: 5380.943848
	Iteration 23Q: 3 clusters Score -6847677 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -6847702.500000 Penalty: 5380.943848
	Iteration 24Q: 3 clusters Score -6847702 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -6847706.500000 Penalty: 5380.943848
	Iteration 25Q: 3 clusters Score -6847706 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -6847704.500000 Penalty: 5380.943848
	Iteration 26Q: 3 clusters Score -6847704 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -6847730.000000 Penalty: 5380.943848
	Iteration 27Q: 3 clusters Score -6847730 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -6847733.500000 Penalty: 5380.943848
	Iteration 28Q: 3 clusters Score -6847734 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -6847754.000000 Penalty: 5380.943848
	Iteration 29Q: 3 clusters Score -6847754 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48745 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -6847774.000000 Penalty: 5380.943848
	Iteration 30Q: 3 clusters Score -6847774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -6847777.000000 Penalty: 5380.943848
	Iteration 31Q: 3 clusters Score -6847777 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -6847789.500000 Penalty: 5380.943848
	Iteration 32Q: 3 clusters Score -6847790 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -6847798.000000 Penalty: 5380.943848
	Iteration 33Q: 3 clusters Score -6847798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -6847813.000000 Penalty: 5380.943848
	Iteration 34Q: 3 clusters Score -6847813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -6847803.500000 Penalty: 5380.943848
	Iteration 35Q: 3 clusters Score -6847804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -6847811.000000 Penalty: 5380.943848
	Iteration 36Q: 3 clusters Score -6847811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -6847801.000000 Penalty: 5380.943848
	Iteration 37Q: 3 clusters Score -6847801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48963 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -6847805.500000 Penalty: 5380.943848
	Iteration 38Q: 3 clusters Score -6847806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -6847802.500000 Penalty: 5380.943848
	Iteration 39Q: 3 clusters Score -6847802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -6847807.000000 Penalty: 5380.943848
	Iteration 40F: 3 clusters Score -6847807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48983 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -6847809.500000 Penalty: 5380.943848
	Iteration 41Q: 3 clusters Score -6847810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -6847816.000000 Penalty: 5380.943848
	Iteration 42Q: 3 clusters Score -6847816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -6847808.000000 Penalty: 5380.943848
	Iteration 43Q: 3 clusters Score -6847808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -6847811.500000 Penalty: 5380.943848
	Iteration 44Q: 3 clusters Score -6847812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6847818.000000 Penalty: 5380.943848
	Iteration 45Q: 3 clusters Score -6847818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -6847821.000000 Penalty: 5380.943848
	Iteration 46Q: 3 clusters Score -6847821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -6847823.000000 Penalty: 5380.943848
	Iteration 47Q: 3 clusters Score -6847823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -6847826.500000 Penalty: 5380.943848
	Iteration 48Q: 3 clusters Score -6847826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -6847831.000000 Penalty: 5380.943848
	Iteration 49Q: 3 clusters Score -6847831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -6847836.500000 Penalty: 5380.943848
	Iteration 50Q: 3 clusters Score -6847836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -6847835.500000 Penalty: 5380.943848
	Iteration 51Q: 3 clusters Score -6847836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -6847832.000000 Penalty: 5380.943848
	Iteration 52Q: 3 clusters Score -6847832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -6847836.500000 Penalty: 5380.943848
	Iteration 53Q: 3 clusters Score -6847836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -6847836.500000 Penalty: 5380.943848
	Iteration 54F: 3 clusters Score -6847836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (74388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74388 members 
Entering Unmasked Estep 
Score: -9875804.000000 Penalty: 2781.828369
	Iteration 0F: 2 clusters Score -9875804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -9826163.000000 Penalty: 5563.656738
	Iteration 0F: 3 clusters Score -9826163 nChanged 34788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -9846096.000000 Penalty: 5563.656738
	Iteration 1F: 3 clusters Score -9846096 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -9847350.000000 Penalty: 5563.656738
	Iteration 2Q: 3 clusters Score -9847350 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -9848973.000000 Penalty: 5563.656738
	Iteration 3Q: 3 clusters Score -9848973 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -9851012.000000 Penalty: 5563.656738
	Iteration 4F: 3 clusters Score -9851012 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -9853625.000000 Penalty: 5563.656738
	Iteration 5F: 3 clusters Score -9853625 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -9857106.000000 Penalty: 5563.656738
	Iteration 6F: 3 clusters Score -9857106 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -9860670.000000 Penalty: 5563.656738
	Iteration 7F: 3 clusters Score -9860670 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -9863568.000000 Penalty: 5563.656738
	Iteration 8F: 3 clusters Score -9863568 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -9865245.000000 Penalty: 5563.656738
	Iteration 9Q: 3 clusters Score -9865245 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -9866157.000000 Penalty: 5563.656738
	Iteration 10Q: 3 clusters Score -9866157 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -9866780.000000 Penalty: 5563.656738
	Iteration 11Q: 3 clusters Score -9866780 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50709 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -9867314.000000 Penalty: 5563.656738
	Iteration 12Q: 3 clusters Score -9867314 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -9867870.000000 Penalty: 5563.656738
	Iteration 13Q: 3 clusters Score -9867870 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -9868492.000000 Penalty: 5563.656738
	Iteration 14Q: 3 clusters Score -9868492 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -9869106.000000 Penalty: 5563.656738
	Iteration 15Q: 3 clusters Score -9869106 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56042 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -9869591.000000 Penalty: 5563.656738
	Iteration 16Q: 3 clusters Score -9869591 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -9870131.000000 Penalty: 5563.656738
	Iteration 17Q: 3 clusters Score -9870131 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58433 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -9870501.000000 Penalty: 5563.656738
	Iteration 18Q: 3 clusters Score -9870501 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -9870898.000000 Penalty: 5563.656738
	Iteration 19Q: 3 clusters Score -9870898 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60540 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -9871284.000000 Penalty: 5563.656738
	Iteration 20F: 3 clusters Score -9871284 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61470 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -9871584.000000 Penalty: 5563.656738
	Iteration 21Q: 3 clusters Score -9871584 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62311 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -9871899.000000 Penalty: 5563.656738
	Iteration 22Q: 3 clusters Score -9871899 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63113 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -9872125.000000 Penalty: 5563.656738
	Iteration 23Q: 3 clusters Score -9872125 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -9872410.000000 Penalty: 5563.656738
	Iteration 24Q: 3 clusters Score -9872410 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64643 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -9872641.000000 Penalty: 5563.656738
	Iteration 25Q: 3 clusters Score -9872641 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65373 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -9872879.000000 Penalty: 5563.656738
	Iteration 26Q: 3 clusters Score -9872879 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66042 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -9873105.000000 Penalty: 5563.656738
	Iteration 27Q: 3 clusters Score -9873105 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66633 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -9873298.000000 Penalty: 5563.656738
	Iteration 28Q: 3 clusters Score -9873298 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67154 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -9873525.000000 Penalty: 5563.656738
	Iteration 29Q: 3 clusters Score -9873525 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67638 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -9873599.000000 Penalty: 5563.656738
	Iteration 30Q: 3 clusters Score -9873599 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68043 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -9873732.000000 Penalty: 5563.656738
	Iteration 31Q: 3 clusters Score -9873732 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68397 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -9873832.000000 Penalty: 5563.656738
	Iteration 32Q: 3 clusters Score -9873832 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68702 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -9873907.000000 Penalty: 5563.656738
	Iteration 33Q: 3 clusters Score -9873907 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68988 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -9873967.000000 Penalty: 5563.656738
	Iteration 34Q: 3 clusters Score -9873967 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69229 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -9874050.000000 Penalty: 5563.656738
	Iteration 35Q: 3 clusters Score -9874050 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69451 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -9874061.000000 Penalty: 5563.656738
	Iteration 36Q: 3 clusters Score -9874061 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69667 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -9874107.000000 Penalty: 5563.656738
	Iteration 37Q: 3 clusters Score -9874107 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -9874169.000000 Penalty: 5563.656738
	Iteration 38Q: 3 clusters Score -9874169 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70031 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -9874200.000000 Penalty: 5563.656738
	Iteration 39Q: 3 clusters Score -9874200 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70188 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -9874233.000000 Penalty: 5563.656738
	Iteration 40F: 3 clusters Score -9874233 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70337 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -9874294.000000 Penalty: 5563.656738
	Iteration 41Q: 3 clusters Score -9874294 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70482 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -9874316.000000 Penalty: 5563.656738
	Iteration 42Q: 3 clusters Score -9874316 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70628 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -9874361.000000 Penalty: 5563.656738
	Iteration 43Q: 3 clusters Score -9874361 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70772 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -9874402.000000 Penalty: 5563.656738
	Iteration 44Q: 3 clusters Score -9874402 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70880 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -9874421.000000 Penalty: 5563.656738
	Iteration 45Q: 3 clusters Score -9874421 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70974 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -9874463.000000 Penalty: 5563.656738
	Iteration 46Q: 3 clusters Score -9874463 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71068 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -9874507.000000 Penalty: 5563.656738
	Iteration 47Q: 3 clusters Score -9874507 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71160 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -9874503.000000 Penalty: 5563.656738
	Iteration 48Q: 3 clusters Score -9874503 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71237 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -9874529.000000 Penalty: 5563.656738
	Iteration 49Q: 3 clusters Score -9874529 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71311 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -9874535.000000 Penalty: 5563.656738
	Iteration 50Q: 3 clusters Score -9874535 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71399 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -9874552.000000 Penalty: 5563.656738
	Iteration 51Q: 3 clusters Score -9874552 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71471 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -9874557.000000 Penalty: 5563.656738
	Iteration 52Q: 3 clusters Score -9874557 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71531 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -9874594.000000 Penalty: 5563.656738
	Iteration 53Q: 3 clusters Score -9874594 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71581 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -9874612.000000 Penalty: 5563.656738
	Iteration 54Q: 3 clusters Score -9874612 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71628 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -9874615.000000 Penalty: 5563.656738
	Iteration 55Q: 3 clusters Score -9874615 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71668 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -9874601.000000 Penalty: 5563.656738
	Iteration 56Q: 3 clusters Score -9874601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71702 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -9874628.000000 Penalty: 5563.656738
	Iteration 57Q: 3 clusters Score -9874628 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71726 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -9874620.000000 Penalty: 5563.656738
	Iteration 58Q: 3 clusters Score -9874620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71744 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -9874625.000000 Penalty: 5563.656738
	Iteration 59Q: 3 clusters Score -9874625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71770 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -9874605.000000 Penalty: 5563.656738
	Iteration 60F: 3 clusters Score -9874605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71795 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -9874629.000000 Penalty: 5563.656738
	Iteration 61Q: 3 clusters Score -9874629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71816 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -9874611.000000 Penalty: 5563.656738
	Iteration 62Q: 3 clusters Score -9874611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71833 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -9874612.000000 Penalty: 5563.656738
	Iteration 63Q: 3 clusters Score -9874612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71851 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -9874610.000000 Penalty: 5563.656738
	Iteration 64Q: 3 clusters Score -9874610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71868 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -9874599.000000 Penalty: 5563.656738
	Iteration 65Q: 3 clusters Score -9874599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71886 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -9874608.000000 Penalty: 5563.656738
	Iteration 66Q: 3 clusters Score -9874608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71900 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -9874604.000000 Penalty: 5563.656738
	Iteration 67Q: 3 clusters Score -9874604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71913 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -9874611.000000 Penalty: 5563.656738
	Iteration 68Q: 3 clusters Score -9874611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71926 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -9874602.000000 Penalty: 5563.656738
	Iteration 69Q: 3 clusters Score -9874602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71944 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -9874617.000000 Penalty: 5563.656738
	Iteration 70Q: 3 clusters Score -9874617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71958 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -9874621.000000 Penalty: 5563.656738
	Iteration 71Q: 3 clusters Score -9874621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71971 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -9874618.000000 Penalty: 5563.656738
	Iteration 72Q: 3 clusters Score -9874618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71978 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -9874610.000000 Penalty: 5563.656738
	Iteration 73Q: 3 clusters Score -9874610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71986 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -9874617.000000 Penalty: 5563.656738
	Iteration 74Q: 3 clusters Score -9874617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71993 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -9874619.000000 Penalty: 5563.656738
	Iteration 75Q: 3 clusters Score -9874619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -9874612.000000 Penalty: 5563.656738
	Iteration 76Q: 3 clusters Score -9874612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72005 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -9874618.000000 Penalty: 5563.656738
	Iteration 77Q: 3 clusters Score -9874618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72011 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -9874622.000000 Penalty: 5563.656738
	Iteration 78Q: 3 clusters Score -9874622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72016 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -9874623.000000 Penalty: 5563.656738
	Iteration 79Q: 3 clusters Score -9874623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72021 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -9874617.000000 Penalty: 5563.656738
	Iteration 80F: 3 clusters Score -9874617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72027 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -9874621.000000 Penalty: 5563.656738
	Iteration 81Q: 3 clusters Score -9874621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72031 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -9874616.000000 Penalty: 5563.656738
	Iteration 82Q: 3 clusters Score -9874616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72034 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -9874618.000000 Penalty: 5563.656738
	Iteration 83Q: 3 clusters Score -9874618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72036 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -9874624.000000 Penalty: 5563.656738
	Iteration 84Q: 3 clusters Score -9874624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72039 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -9874633.000000 Penalty: 5563.656738
	Iteration 85Q: 3 clusters Score -9874633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72045 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -9874630.000000 Penalty: 5563.656738
	Iteration 86Q: 3 clusters Score -9874630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72048 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -9874630.000000 Penalty: 5563.656738
	Iteration 87Q: 3 clusters Score -9874630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72054 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -9874632.000000 Penalty: 5563.656738
	Iteration 88Q: 3 clusters Score -9874632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72057 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -9874641.000000 Penalty: 5563.656738
	Iteration 89Q: 3 clusters Score -9874641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72061 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -9874634.000000 Penalty: 5563.656738
	Iteration 90Q: 3 clusters Score -9874634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72072 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -9874643.000000 Penalty: 5563.656738
	Iteration 91Q: 3 clusters Score -9874643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72078 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -9874639.000000 Penalty: 5563.656738
	Iteration 92Q: 3 clusters Score -9874639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72088 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -9874644.000000 Penalty: 5563.656738
	Iteration 93Q: 3 clusters Score -9874644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72100 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -9874644.000000 Penalty: 5563.656738
	Iteration 94Q: 3 clusters Score -9874644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -9874645.000000 Penalty: 5563.656738
	Iteration 95Q: 3 clusters Score -9874645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72106 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -9874641.000000 Penalty: 5563.656738
	Iteration 96Q: 3 clusters Score -9874641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72108 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -9874643.000000 Penalty: 5563.656738
	Iteration 97Q: 3 clusters Score -9874643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72112 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -9874655.000000 Penalty: 5563.656738
	Iteration 98Q: 3 clusters Score -9874655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72115 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -9874653.000000 Penalty: 5563.656738
	Iteration 99Q: 3 clusters Score -9874653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72117 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -9874652.000000 Penalty: 5563.656738
	Iteration 100F: 3 clusters Score -9874652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72120 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -9874663.000000 Penalty: 5563.656738
	Iteration 101Q: 3 clusters Score -9874663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72121 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -9874658.000000 Penalty: 5563.656738
	Iteration 102Q: 3 clusters Score -9874658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72121 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -9874658.000000 Penalty: 5563.656738
	Iteration 103F: 3 clusters Score -9874658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (173329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173329 members 
Entering Unmasked Estep 
Score: -23179624.000000 Penalty: 2991.610596
	Iteration 0F: 2 clusters Score -2.317962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86924 members 
Mstep: Class 2 contains 86405 members 
Entering Unmasked Estep 
Score: -23070426.000000 Penalty: 5983.221191
	Iteration 0F: 3 clusters Score -2.307043e+07 nChanged 83067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89139 members 
Mstep: Class 2 contains 84190 members 
Entering Unmasked Estep 
Score: -23119458.000000 Penalty: 5983.221191
	Iteration 1F: 3 clusters Score -2.311946e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90410 members 
Mstep: Class 2 contains 82919 members 
Entering Unmasked Estep 
Score: -23120786.000000 Penalty: 5983.221191
	Iteration 2Q: 3 clusters Score -2.312079e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92163 members 
Mstep: Class 2 contains 81166 members 
Entering Unmasked Estep 
Score: -23123094.000000 Penalty: 5983.221191
	Iteration 3Q: 3 clusters Score -2.312309e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94746 members 
Mstep: Class 2 contains 78583 members 
Entering Unmasked Estep 
Score: -23126534.000000 Penalty: 5983.221191
	Iteration 4Q: 3 clusters Score -2.312653e+07 nChanged 9009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98345 members 
Mstep: Class 2 contains 74984 members 
Entering Unmasked Estep 
Score: -23131914.000000 Penalty: 5983.221191
	Iteration 5F: 3 clusters Score -2.313191e+07 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102719 members 
Mstep: Class 2 contains 70610 members 
Entering Unmasked Estep 
Score: -23139196.000000 Penalty: 5983.221191
	Iteration 6F: 3 clusters Score -2.31392e+07 nChanged 10852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107269 members 
Mstep: Class 2 contains 66060 members 
Entering Unmasked Estep 
Score: -23147154.000000 Penalty: 5983.221191
	Iteration 7F: 3 clusters Score -2.314715e+07 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111280 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -23153960.000000 Penalty: 5983.221191
	Iteration 8F: 3 clusters Score -2.315396e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114483 members 
Mstep: Class 2 contains 58846 members 
Entering Unmasked Estep 
Score: -23159340.000000 Penalty: 5983.221191
	Iteration 9F: 3 clusters Score -2.315934e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116844 members 
Mstep: Class 2 contains 56485 members 
Entering Unmasked Estep 
Score: -23162724.000000 Penalty: 5983.221191
	Iteration 10Q: 3 clusters Score -2.316272e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118712 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -23164970.000000 Penalty: 5983.221191
	Iteration 11Q: 3 clusters Score -2.316497e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120402 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -23166216.000000 Penalty: 5983.221191
	Iteration 12Q: 3 clusters Score -2.316622e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122023 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -23167054.000000 Penalty: 5983.221191
	Iteration 13Q: 3 clusters Score -2.316705e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123629 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -23167632.000000 Penalty: 5983.221191
	Iteration 14Q: 3 clusters Score -2.316763e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125260 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -23168016.000000 Penalty: 5983.221191
	Iteration 15Q: 3 clusters Score -2.316802e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126969 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -23168500.000000 Penalty: 5983.221191
	Iteration 16Q: 3 clusters Score -2.31685e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128721 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -23169006.000000 Penalty: 5983.221191
	Iteration 17Q: 3 clusters Score -2.316901e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130545 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -23169404.000000 Penalty: 5983.221191
	Iteration 18Q: 3 clusters Score -2.31694e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132456 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -23169954.000000 Penalty: 5983.221191
	Iteration 19Q: 3 clusters Score -2.316995e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134349 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -23170316.000000 Penalty: 5983.221191
	Iteration 20F: 3 clusters Score -2.317032e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136359 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -23170798.000000 Penalty: 5983.221191
	Iteration 21Q: 3 clusters Score -2.31708e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138439 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -23171408.000000 Penalty: 5983.221191
	Iteration 22Q: 3 clusters Score -2.317141e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140593 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -23171982.000000 Penalty: 5983.221191
	Iteration 23Q: 3 clusters Score -2.317198e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142861 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -23172750.000000 Penalty: 5983.221191
	Iteration 24Q: 3 clusters Score -2.317275e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145191 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -23173576.000000 Penalty: 5983.221191
	Iteration 25Q: 3 clusters Score -2.317358e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147562 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -23174304.000000 Penalty: 5983.221191
	Iteration 26Q: 3 clusters Score -2.31743e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149856 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -23175070.000000 Penalty: 5983.221191
	Iteration 27Q: 3 clusters Score -2.317507e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152109 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -23175930.000000 Penalty: 5983.221191
	Iteration 28Q: 3 clusters Score -2.317593e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154188 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -23176716.000000 Penalty: 5983.221191
	Iteration 29Q: 3 clusters Score -2.317672e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156165 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -23177296.000000 Penalty: 5983.221191
	Iteration 30Q: 3 clusters Score -2.31773e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157948 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -23177620.000000 Penalty: 5983.221191
	Iteration 31Q: 3 clusters Score -2.317762e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159534 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -23177948.000000 Penalty: 5983.221191
	Iteration 32Q: 3 clusters Score -2.317795e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160920 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -23178154.000000 Penalty: 5983.221191
	Iteration 33Q: 3 clusters Score -2.317815e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162117 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -23178296.000000 Penalty: 5983.221191
	Iteration 34Q: 3 clusters Score -2.31783e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163176 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -23178384.000000 Penalty: 5983.221191
	Iteration 35Q: 3 clusters Score -2.317838e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164049 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -23178488.000000 Penalty: 5983.221191
	Iteration 36Q: 3 clusters Score -2.317849e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164795 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -23178638.000000 Penalty: 5983.221191
	Iteration 37Q: 3 clusters Score -2.317864e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165443 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -23178690.000000 Penalty: 5983.221191
	Iteration 38Q: 3 clusters Score -2.317869e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165983 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -23178656.000000 Penalty: 5983.221191
	Iteration 39Q: 3 clusters Score -2.317866e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166449 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -23178670.000000 Penalty: 5983.221191
	Iteration 40F: 3 clusters Score -2.317867e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166840 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -23178656.000000 Penalty: 5983.221191
	Iteration 41Q: 3 clusters Score -2.317866e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167176 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -23178604.000000 Penalty: 5983.221191
	Iteration 42Q: 3 clusters Score -2.31786e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167471 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -23178588.000000 Penalty: 5983.221191
	Iteration 43Q: 3 clusters Score -2.317859e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167714 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -23178546.000000 Penalty: 5983.221191
	Iteration 44Q: 3 clusters Score -2.317855e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167892 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -23178486.000000 Penalty: 5983.221191
	Iteration 45Q: 3 clusters Score -2.317849e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168068 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -23178436.000000 Penalty: 5983.221191
	Iteration 46Q: 3 clusters Score -2.317844e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168214 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -23178472.000000 Penalty: 5983.221191
	Iteration 47Q: 3 clusters Score -2.317847e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168320 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -23178474.000000 Penalty: 5983.221191
	Iteration 48Q: 3 clusters Score -2.317847e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168418 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -23178462.000000 Penalty: 5983.221191
	Iteration 49Q: 3 clusters Score -2.317846e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168494 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -23178492.000000 Penalty: 5983.221191
	Iteration 50Q: 3 clusters Score -2.317849e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168567 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -23178488.000000 Penalty: 5983.221191
	Iteration 51Q: 3 clusters Score -2.317849e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168632 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -23178480.000000 Penalty: 5983.221191
	Iteration 52Q: 3 clusters Score -2.317848e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168713 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -23178482.000000 Penalty: 5983.221191
	Iteration 53Q: 3 clusters Score -2.317848e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168786 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -23178456.000000 Penalty: 5983.221191
	Iteration 54Q: 3 clusters Score -2.317846e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168871 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -23178484.000000 Penalty: 5983.221191
	Iteration 55Q: 3 clusters Score -2.317848e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168951 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -23178484.000000 Penalty: 5983.221191
	Iteration 56Q: 3 clusters Score -2.317848e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169018 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -23178490.000000 Penalty: 5983.221191
	Iteration 57Q: 3 clusters Score -2.317849e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169075 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -23178504.000000 Penalty: 5983.221191
	Iteration 58Q: 3 clusters Score -2.31785e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169125 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -23178520.000000 Penalty: 5983.221191
	Iteration 59Q: 3 clusters Score -2.317852e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169179 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -23178490.000000 Penalty: 5983.221191
	Iteration 60F: 3 clusters Score -2.317849e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169233 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -23178540.000000 Penalty: 5983.221191
	Iteration 61Q: 3 clusters Score -2.317854e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169288 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -23178544.000000 Penalty: 5983.221191
	Iteration 62Q: 3 clusters Score -2.317854e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169321 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -23178576.000000 Penalty: 5983.221191
	Iteration 63Q: 3 clusters Score -2.317858e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169357 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -23178598.000000 Penalty: 5983.221191
	Iteration 64Q: 3 clusters Score -2.31786e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169395 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -23178592.000000 Penalty: 5983.221191
	Iteration 65Q: 3 clusters Score -2.317859e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169441 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -23178574.000000 Penalty: 5983.221191
	Iteration 66Q: 3 clusters Score -2.317857e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169480 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -23178558.000000 Penalty: 5983.221191
	Iteration 67Q: 3 clusters Score -2.317856e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169527 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -23178538.000000 Penalty: 5983.221191
	Iteration 68Q: 3 clusters Score -2.317854e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169556 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -23178548.000000 Penalty: 5983.221191
	Iteration 69Q: 3 clusters Score -2.317855e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169583 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -23178570.000000 Penalty: 5983.221191
	Iteration 70Q: 3 clusters Score -2.317857e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169601 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -23178556.000000 Penalty: 5983.221191
	Iteration 71Q: 3 clusters Score -2.317856e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169624 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -23178556.000000 Penalty: 5983.221191
	Iteration 72Q: 3 clusters Score -2.317856e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169652 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -23178566.000000 Penalty: 5983.221191
	Iteration 73Q: 3 clusters Score -2.317857e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169679 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -23178550.000000 Penalty: 5983.221191
	Iteration 74Q: 3 clusters Score -2.317855e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169704 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -23178560.000000 Penalty: 5983.221191
	Iteration 75Q: 3 clusters Score -2.317856e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169715 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -23178556.000000 Penalty: 5983.221191
	Iteration 76Q: 3 clusters Score -2.317856e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169729 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -23178570.000000 Penalty: 5983.221191
	Iteration 77Q: 3 clusters Score -2.317857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169736 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -23178560.000000 Penalty: 5983.221191
	Iteration 78Q: 3 clusters Score -2.317856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169742 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -23178564.000000 Penalty: 5983.221191
	Iteration 79Q: 3 clusters Score -2.317856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169752 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -23178568.000000 Penalty: 5983.221191
	Iteration 80F: 3 clusters Score -2.317857e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169759 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -23178558.000000 Penalty: 5983.221191
	Iteration 81Q: 3 clusters Score -2.317856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169766 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -23178546.000000 Penalty: 5983.221191
	Iteration 82Q: 3 clusters Score -2.317855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169771 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -23178544.000000 Penalty: 5983.221191
	Iteration 83Q: 3 clusters Score -2.317854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169774 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -23178536.000000 Penalty: 5983.221191
	Iteration 84Q: 3 clusters Score -2.317854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169780 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -23178542.000000 Penalty: 5983.221191
	Iteration 85Q: 3 clusters Score -2.317854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169786 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -23178532.000000 Penalty: 5983.221191
	Iteration 86Q: 3 clusters Score -2.317853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169792 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -23178512.000000 Penalty: 5983.221191
	Iteration 87Q: 3 clusters Score -2.317851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169796 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -23178510.000000 Penalty: 5983.221191
	Iteration 88Q: 3 clusters Score -2.317851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169802 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -23178504.000000 Penalty: 5983.221191
	Iteration 89Q: 3 clusters Score -2.31785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169807 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -23178526.000000 Penalty: 5983.221191
	Iteration 90Q: 3 clusters Score -2.317853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169812 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -23178512.000000 Penalty: 5983.221191
	Iteration 91Q: 3 clusters Score -2.317851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169816 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -23178516.000000 Penalty: 5983.221191
	Iteration 92Q: 3 clusters Score -2.317852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169818 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -23178514.000000 Penalty: 5983.221191
	Iteration 93Q: 3 clusters Score -2.317851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169819 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -23178508.000000 Penalty: 5983.221191
	Iteration 94Q: 3 clusters Score -2.317851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169820 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -23178512.000000 Penalty: 5983.221191
	Iteration 95Q: 3 clusters Score -2.317851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169821 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -23178522.000000 Penalty: 5983.221191
	Iteration 96Q: 3 clusters Score -2.317852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169822 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -23178514.000000 Penalty: 5983.221191
	Iteration 97Q: 3 clusters Score -2.317851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169822 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -23178514.000000 Penalty: 5983.221191
	Iteration 98F: 3 clusters Score -2.317851e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (176258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176258 members 
Entering Unmasked Estep 
Score: -23819944.000000 Penalty: 2995.766602
	Iteration 0F: 2 clusters Score -2.381994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88362 members 
Mstep: Class 2 contains 87896 members 
Entering Unmasked Estep 
Score: -23709644.000000 Penalty: 5991.533203
	Iteration 0F: 3 clusters Score -2.370964e+07 nChanged 84324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90230 members 
Mstep: Class 2 contains 86028 members 
Entering Unmasked Estep 
Score: -23758674.000000 Penalty: 5991.533203
	Iteration 1F: 3 clusters Score -2.375867e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91362 members 
Mstep: Class 2 contains 84896 members 
Entering Unmasked Estep 
Score: -23759558.000000 Penalty: 5991.533203
	Iteration 2Q: 3 clusters Score -2.375956e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93074 members 
Mstep: Class 2 contains 83184 members 
Entering Unmasked Estep 
Score: -23760916.000000 Penalty: 5991.533203
	Iteration 3Q: 3 clusters Score -2.376092e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95644 members 
Mstep: Class 2 contains 80614 members 
Entering Unmasked Estep 
Score: -23762640.000000 Penalty: 5991.533203
	Iteration 4Q: 3 clusters Score -2.376264e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99611 members 
Mstep: Class 2 contains 76647 members 
Entering Unmasked Estep 
Score: -23765144.000000 Penalty: 5991.533203
	Iteration 5Q: 3 clusters Score -2.376514e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105452 members 
Mstep: Class 2 contains 70806 members 
Entering Unmasked Estep 
Score: -23768772.000000 Penalty: 5991.533203
	Iteration 6Q: 3 clusters Score -2.376877e+07 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113577 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -23774512.000000 Penalty: 5991.533203
	Iteration 7F: 3 clusters Score -2.377451e+07 nChanged 11063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124174 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
Score: -23782402.000000 Penalty: 5991.533203
	Iteration 8F: 3 clusters Score -2.37824e+07 nChanged 12623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136643 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -23792402.000000 Penalty: 5991.533203
	Iteration 9F: 3 clusters Score -2.37924e+07 nChanged 12495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149126 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -23802860.000000 Penalty: 5991.533203
	Iteration 10F: 3 clusters Score -2.380286e+07 nChanged 10667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159789 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -23810522.000000 Penalty: 5991.533203
	Iteration 11F: 3 clusters Score -2.381052e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167061 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -23814814.000000 Penalty: 5991.533203
	Iteration 12Q: 3 clusters Score -2.381481e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171129 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -23816242.000000 Penalty: 5991.533203
	Iteration 13Q: 3 clusters Score -2.381624e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173314 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -23816874.000000 Penalty: 5991.533203
	Iteration 14Q: 3 clusters Score -2.381687e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174377 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -23817188.000000 Penalty: 5991.533203
	Iteration 15Q: 3 clusters Score -2.381719e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174887 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -23817310.000000 Penalty: 5991.533203
	Iteration 16Q: 3 clusters Score -2.381731e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175124 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -23817408.000000 Penalty: 5991.533203
	Iteration 17Q: 3 clusters Score -2.381741e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175259 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -23817454.000000 Penalty: 5991.533203
	Iteration 18Q: 3 clusters Score -2.381745e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175336 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -23817482.000000 Penalty: 5991.533203
	Iteration 19Q: 3 clusters Score -2.381748e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175375 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -23817522.000000 Penalty: 5991.533203
	Iteration 20F: 3 clusters Score -2.381752e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175420 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -23817502.000000 Penalty: 5991.533203
	Iteration 21Q: 3 clusters Score -2.38175e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175450 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -23817528.000000 Penalty: 5991.533203
	Iteration 22Q: 3 clusters Score -2.381753e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175475 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -23817534.000000 Penalty: 5991.533203
	Iteration 23Q: 3 clusters Score -2.381753e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175495 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -23817552.000000 Penalty: 5991.533203
	Iteration 24Q: 3 clusters Score -2.381755e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175512 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -23817560.000000 Penalty: 5991.533203
	Iteration 25Q: 3 clusters Score -2.381756e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175527 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -23817578.000000 Penalty: 5991.533203
	Iteration 26Q: 3 clusters Score -2.381758e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175542 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -23817542.000000 Penalty: 5991.533203
	Iteration 27Q: 3 clusters Score -2.381754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175553 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -23817568.000000 Penalty: 5991.533203
	Iteration 28Q: 3 clusters Score -2.381757e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175563 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -23817560.000000 Penalty: 5991.533203
	Iteration 29Q: 3 clusters Score -2.381756e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175572 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -23817582.000000 Penalty: 5991.533203
	Iteration 30Q: 3 clusters Score -2.381758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175577 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -23817596.000000 Penalty: 5991.533203
	Iteration 31Q: 3 clusters Score -2.38176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175581 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -23817598.000000 Penalty: 5991.533203
	Iteration 32Q: 3 clusters Score -2.38176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175584 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -23817620.000000 Penalty: 5991.533203
	Iteration 33Q: 3 clusters Score -2.381762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175586 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -23817618.000000 Penalty: 5991.533203
	Iteration 34Q: 3 clusters Score -2.381762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175587 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -23817622.000000 Penalty: 5991.533203
	Iteration 35Q: 3 clusters Score -2.381762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175589 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -23817624.000000 Penalty: 5991.533203
	Iteration 36Q: 3 clusters Score -2.381762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175592 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -23817612.000000 Penalty: 5991.533203
	Iteration 37Q: 3 clusters Score -2.381761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175598 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -23817620.000000 Penalty: 5991.533203
	Iteration 38Q: 3 clusters Score -2.381762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175600 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -23817614.000000 Penalty: 5991.533203
	Iteration 39Q: 3 clusters Score -2.381761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175602 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -23817616.000000 Penalty: 5991.533203
	Iteration 40F: 3 clusters Score -2.381762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175603 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -23817590.000000 Penalty: 5991.533203
	Iteration 41Q: 3 clusters Score -2.381759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175604 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -23817610.000000 Penalty: 5991.533203
	Iteration 42Q: 3 clusters Score -2.381761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175606 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -23817614.000000 Penalty: 5991.533203
	Iteration 43Q: 3 clusters Score -2.381761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175608 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -23817612.000000 Penalty: 5991.533203
	Iteration 44Q: 3 clusters Score -2.381761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175612 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -23817620.000000 Penalty: 5991.533203
	Iteration 45Q: 3 clusters Score -2.381762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175618 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -23817644.000000 Penalty: 5991.533203
	Iteration 46Q: 3 clusters Score -2.381764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175621 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -23817634.000000 Penalty: 5991.533203
	Iteration 47Q: 3 clusters Score -2.381763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175625 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -23817628.000000 Penalty: 5991.533203
	Iteration 48Q: 3 clusters Score -2.381763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175630 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -23817622.000000 Penalty: 5991.533203
	Iteration 49Q: 3 clusters Score -2.381762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175636 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -23817638.000000 Penalty: 5991.533203
	Iteration 50Q: 3 clusters Score -2.381764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175638 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -23817646.000000 Penalty: 5991.533203
	Iteration 51Q: 3 clusters Score -2.381765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175640 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -23817634.000000 Penalty: 5991.533203
	Iteration 52Q: 3 clusters Score -2.381763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175641 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -23817632.000000 Penalty: 5991.533203
	Iteration 53Q: 3 clusters Score -2.381763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175642 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -23817624.000000 Penalty: 5991.533203
	Iteration 54Q: 3 clusters Score -2.381762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175643 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -23817634.000000 Penalty: 5991.533203
	Iteration 55Q: 3 clusters Score -2.381763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175642 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -23817634.000000 Penalty: 5991.533203
	Iteration 56Q: 3 clusters Score -2.381763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175642 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -23817634.000000 Penalty: 5991.533203
	Iteration 57F: 3 clusters Score -2.381763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -70543.421875 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -70543.42 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 279 members 
Entering Unmasked Estep 
Score: -68991.640625 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -68991.64 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -69431.718750 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -69431.72 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69770.007812 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -69770.01 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -70159.195312 Penalty: 3184.317383
	Iteration 3F: 3 clusters Score -70159.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -70532.281250 Penalty: 3184.317383
	Iteration 4F: 3 clusters Score -70532.28 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -71147.429688 Penalty: 3184.317383
	Iteration 5F: 3 clusters Score -71147.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -71429.796875 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -71429.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -71500.664062 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -71500.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -71530.859375 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -71530.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -71543.132812 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -71543.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -71545.960938 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -71545.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -71549.945312 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -71549.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -71549.945312 Penalty: 3184.317383
	Iteration 12F: 3 clusters Score -71549.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60807 members 
Mstep: Class 3 contains 190500 members 
Mstep: Class 4 contains 54798 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99326 members 
Mstep: Class 7 contains 8763 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115728 members 
Mstep: Class 10 contains 178231 members 
Mstep: Class 11 contains 6183 members 
Mstep: Class 12 contains 11583 members 
Mstep: Class 13 contains 169569 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51466 members 
Mstep: Class 17 contains 74388 members 
Mstep: Class 18 contains 173329 members 
Mstep: Class 19 contains 176258 members 
Mstep: Class 20 contains 213 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2430 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 401 members 
Entering Unmasked Estep 
Score: -180412368.000000 Penalty: 87655.367188
Splitting cluster 20 changes total score from -180413232.000000 to -180412368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -47589.578125 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -47589.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46169.148438 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -46169.15 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46291.812500 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -46291.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46335.296875 Penalty: 2952.808594
	Iteration 2Q: 3 clusters Score -46335.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46347.175781 Penalty: 2952.808594
	Iteration 3Q: 3 clusters Score -46347.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46357.820312 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -46357.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46361.761719 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -46361.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46361.761719 Penalty: 2952.808594
	Iteration 6F: 3 clusters Score -46361.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Entering Unmasked Estep 
Score: -53073.667969 Penalty: 1508.955811
	Iteration 0F: 2 clusters Score -53073.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51586.109375 Penalty: 3017.911621
	Iteration 0F: 3 clusters Score -51586.11 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51751.140625 Penalty: 3017.911621
	Iteration 1F: 3 clusters Score -51751.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -51786.660156 Penalty: 3017.911621
	Iteration 2Q: 3 clusters Score -51786.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51808.625000 Penalty: 3017.911621
	Iteration 3Q: 3 clusters Score -51808.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51811.351562 Penalty: 3017.911621
	Iteration 4Q: 3 clusters Score -51811.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51813.609375 Penalty: 3017.911621
	Iteration 5Q: 3 clusters Score -51813.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51817.542969 Penalty: 3017.911621
	Iteration 6Q: 3 clusters Score -51817.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51822.343750 Penalty: 3017.911621
	Iteration 7Q: 3 clusters Score -51822.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51824.683594 Penalty: 3017.911621
	Iteration 8Q: 3 clusters Score -51824.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51824.683594 Penalty: 3017.911621
	Iteration 9F: 3 clusters Score -51824.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Entering Unmasked Estep 
Score: -319831.625000 Penalty: 1933.320312
	Iteration 0F: 2 clusters Score -319831.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -316940.531250 Penalty: 3866.640625
	Iteration 0F: 3 clusters Score -316940.5 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -317461.625000 Penalty: 3866.640625
	Iteration 1F: 3 clusters Score -317461.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -317580.125000 Penalty: 3866.640625
	Iteration 2F: 3 clusters Score -317580.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -317645.406250 Penalty: 3866.640625
	Iteration 3Q: 3 clusters Score -317645.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -317694.312500 Penalty: 3866.640625
	Iteration 4Q: 3 clusters Score -317694.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -317723.500000 Penalty: 3866.640625
	Iteration 5Q: 3 clusters Score -317723.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -317743.156250 Penalty: 3866.640625
	Iteration 6Q: 3 clusters Score -317743.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -317768.687500 Penalty: 3866.640625
	Iteration 7Q: 3 clusters Score -317768.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -317782.093750 Penalty: 3866.640625
	Iteration 8Q: 3 clusters Score -317782.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -317795.375000 Penalty: 3866.640625
	Iteration 9Q: 3 clusters Score -317795.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -317809.031250 Penalty: 3866.640625
	Iteration 10Q: 3 clusters Score -317809 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -317822.281250 Penalty: 3866.640625
	Iteration 11Q: 3 clusters Score -317822.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -317829.593750 Penalty: 3866.640625
	Iteration 12Q: 3 clusters Score -317829.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -317839.343750 Penalty: 3866.640625
	Iteration 13Q: 3 clusters Score -317839.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -317848.906250 Penalty: 3866.640625
	Iteration 14Q: 3 clusters Score -317848.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -317859.468750 Penalty: 3866.640625
	Iteration 15Q: 3 clusters Score -317859.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -317870.093750 Penalty: 3866.640625
	Iteration 16Q: 3 clusters Score -317870.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -317879.406250 Penalty: 3866.640625
	Iteration 17Q: 3 clusters Score -317879.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -317887.562500 Penalty: 3866.640625
	Iteration 18Q: 3 clusters Score -317887.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -317895.687500 Penalty: 3866.640625
	Iteration 19Q: 3 clusters Score -317895.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -317903.125000 Penalty: 3866.640625
	Iteration 20F: 3 clusters Score -317903.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -317910.406250 Penalty: 3866.640625
	Iteration 21Q: 3 clusters Score -317910.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -317917.656250 Penalty: 3866.640625
	Iteration 22Q: 3 clusters Score -317917.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -317921.562500 Penalty: 3866.640625
	Iteration 23Q: 3 clusters Score -317921.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -317925.031250 Penalty: 3866.640625
	Iteration 24Q: 3 clusters Score -317925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -317931.656250 Penalty: 3866.640625
	Iteration 25Q: 3 clusters Score -317931.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -317934.625000 Penalty: 3866.640625
	Iteration 26Q: 3 clusters Score -317934.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -317937.437500 Penalty: 3866.640625
	Iteration 27Q: 3 clusters Score -317937.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -317938.812500 Penalty: 3866.640625
	Iteration 28Q: 3 clusters Score -317938.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -317939.250000 Penalty: 3866.640625
	Iteration 29Q: 3 clusters Score -317939.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -317940.343750 Penalty: 3866.640625
	Iteration 30Q: 3 clusters Score -317940.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -317940.875000 Penalty: 3866.640625
	Iteration 31Q: 3 clusters Score -317940.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -317941.500000 Penalty: 3866.640625
	Iteration 32Q: 3 clusters Score -317941.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -317941.218750 Penalty: 3866.640625
	Iteration 33Q: 3 clusters Score -317941.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -317942.343750 Penalty: 3866.640625
	Iteration 34Q: 3 clusters Score -317942.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -317942.343750 Penalty: 3866.640625
	Iteration 35F: 3 clusters Score -317942.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -71190.773438 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -71190.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -69571.523438 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -69571.52 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69783.960938 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -69783.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69979.687500 Penalty: 3148.305176
	Iteration 2F: 3 clusters Score -69979.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -70141.226562 Penalty: 3148.305176
	Iteration 3Q: 3 clusters Score -70141.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -70214.835938 Penalty: 3148.305176
	Iteration 4Q: 3 clusters Score -70214.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -70277.125000 Penalty: 3148.305176
	Iteration 5Q: 3 clusters Score -70277.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -70324.070312 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -70324.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70353.437500 Penalty: 3148.305176
	Iteration 7Q: 3 clusters Score -70353.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70405.125000 Penalty: 3148.305176
	Iteration 8Q: 3 clusters Score -70405.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -70438.234375 Penalty: 3148.305176
	Iteration 9Q: 3 clusters Score -70438.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70452.789062 Penalty: 3148.305176
	Iteration 10Q: 3 clusters Score -70452.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70452.789062 Penalty: 3148.305176
	Iteration 11F: 3 clusters Score -70452.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60807 members 
Mstep: Class 3 contains 190500 members 
Mstep: Class 4 contains 54798 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99326 members 
Mstep: Class 7 contains 8763 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115728 members 
Mstep: Class 10 contains 178231 members 
Mstep: Class 11 contains 6183 members 
Mstep: Class 12 contains 11583 members 
Mstep: Class 13 contains 169569 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51466 members 
Mstep: Class 17 contains 74388 members 
Mstep: Class 18 contains 173329 members 
Mstep: Class 19 contains 176258 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2430 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413216.000000 Penalty: 84149.148438
Iteration 399Q: 25 clusters Score -1.804132e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60796 members 
Mstep: Class 3 contains 190495 members 
Mstep: Class 4 contains 54787 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99321 members 
Mstep: Class 7 contains 8763 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115764 members 
Mstep: Class 10 contains 178251 members 
Mstep: Class 11 contains 6190 members 
Mstep: Class 12 contains 11586 members 
Mstep: Class 13 contains 169563 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51459 members 
Mstep: Class 17 contains 74392 members 
Mstep: Class 18 contains 173321 members 
Mstep: Class 19 contains 176245 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2426 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413200.000000 Penalty: 84149.148438
Iteration 400F: 25 clusters Score -1.804132e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60785 members 
Mstep: Class 3 contains 190506 members 
Mstep: Class 4 contains 54783 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99319 members 
Mstep: Class 7 contains 8763 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115793 members 
Mstep: Class 10 contains 178258 members 
Mstep: Class 11 contains 6203 members 
Mstep: Class 12 contains 11585 members 
Mstep: Class 13 contains 169561 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51455 members 
Mstep: Class 17 contains 74396 members 
Mstep: Class 18 contains 173307 members 
Mstep: Class 19 contains 176224 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2421 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413200.000000 Penalty: 84149.148438
Iteration 401Q: 25 clusters Score -1.804132e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60769 members 
Mstep: Class 3 contains 190500 members 
Mstep: Class 4 contains 54776 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99310 members 
Mstep: Class 7 contains 8763 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115836 members 
Mstep: Class 10 contains 178265 members 
Mstep: Class 11 contains 6197 members 
Mstep: Class 12 contains 11585 members 
Mstep: Class 13 contains 169562 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51456 members 
Mstep: Class 17 contains 74408 members 
Mstep: Class 18 contains 173306 members 
Mstep: Class 19 contains 176213 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2413 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413344.000000 Penalty: 84149.148438
Iteration 402Q: 25 clusters Score -1.804133e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60761 members 
Mstep: Class 3 contains 190507 members 
Mstep: Class 4 contains 54767 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99304 members 
Mstep: Class 7 contains 8762 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115866 members 
Mstep: Class 10 contains 178265 members 
Mstep: Class 11 contains 6194 members 
Mstep: Class 12 contains 11585 members 
Mstep: Class 13 contains 169568 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51450 members 
Mstep: Class 17 contains 74418 members 
Mstep: Class 18 contains 173285 members 
Mstep: Class 19 contains 176214 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2413 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413312.000000 Penalty: 84149.148438
Iteration 403Q: 25 clusters Score -1.804133e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60755 members 
Mstep: Class 3 contains 190514 members 
Mstep: Class 4 contains 54761 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99296 members 
Mstep: Class 7 contains 8760 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115893 members 
Mstep: Class 10 contains 178259 members 
Mstep: Class 11 contains 6196 members 
Mstep: Class 12 contains 11583 members 
Mstep: Class 13 contains 169586 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51451 members 
Mstep: Class 17 contains 74431 members 
Mstep: Class 18 contains 173278 members 
Mstep: Class 19 contains 176182 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2414 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413440.000000 Penalty: 84149.148438
Iteration 404Q: 25 clusters Score -1.804134e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60750 members 
Mstep: Class 3 contains 190533 members 
Mstep: Class 4 contains 54752 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99286 members 
Mstep: Class 7 contains 8757 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115924 members 
Mstep: Class 10 contains 178270 members 
Mstep: Class 11 contains 6197 members 
Mstep: Class 12 contains 11580 members 
Mstep: Class 13 contains 169597 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51445 members 
Mstep: Class 17 contains 74442 members 
Mstep: Class 18 contains 173271 members 
Mstep: Class 19 contains 176140 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2415 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413200.000000 Penalty: 84149.148438
Iteration 405Q: 25 clusters Score -1.804132e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60743 members 
Mstep: Class 3 contains 190528 members 
Mstep: Class 4 contains 54745 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99279 members 
Mstep: Class 7 contains 8756 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115948 members 
Mstep: Class 10 contains 178308 members 
Mstep: Class 11 contains 6197 members 
Mstep: Class 12 contains 11579 members 
Mstep: Class 13 contains 169611 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51441 members 
Mstep: Class 17 contains 74440 members 
Mstep: Class 18 contains 173262 members 
Mstep: Class 19 contains 176108 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2414 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413072.000000 Penalty: 84149.148438
Iteration 406Q: 25 clusters Score -1.804131e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60733 members 
Mstep: Class 3 contains 190555 members 
Mstep: Class 4 contains 54732 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99269 members 
Mstep: Class 7 contains 8753 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 115969 members 
Mstep: Class 10 contains 178336 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 11574 members 
Mstep: Class 13 contains 169598 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51438 members 
Mstep: Class 17 contains 74444 members 
Mstep: Class 18 contains 173266 members 
Mstep: Class 19 contains 176087 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2414 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413040.000000 Penalty: 84149.148438
Iteration 407Q: 25 clusters Score -1.80413e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60722 members 
Mstep: Class 3 contains 190571 members 
Mstep: Class 4 contains 54718 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99260 members 
Mstep: Class 7 contains 8753 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 116004 members 
Mstep: Class 10 contains 178357 members 
Mstep: Class 11 contains 6188 members 
Mstep: Class 12 contains 11571 members 
Mstep: Class 13 contains 169587 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51437 members 
Mstep: Class 17 contains 74457 members 
Mstep: Class 18 contains 173264 members 
Mstep: Class 19 contains 176056 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2414 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412960.000000 Penalty: 84149.148438
Iteration 408Q: 25 clusters Score -1.80413e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60712 members 
Mstep: Class 3 contains 190577 members 
Mstep: Class 4 contains 54714 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99251 members 
Mstep: Class 7 contains 8752 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 116030 members 
Mstep: Class 10 contains 178386 members 
Mstep: Class 11 contains 6188 members 
Mstep: Class 12 contains 11565 members 
Mstep: Class 13 contains 169590 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51431 members 
Mstep: Class 17 contains 74478 members 
Mstep: Class 18 contains 173253 members 
Mstep: Class 19 contains 176018 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2414 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413168.000000 Penalty: 84149.148438
Iteration 409Q: 25 clusters Score -1.804132e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60712 members 
Mstep: Class 3 contains 190591 members 
Mstep: Class 4 contains 54706 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99239 members 
Mstep: Class 7 contains 8752 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 116056 members 
Mstep: Class 10 contains 178389 members 
Mstep: Class 11 contains 6190 members 
Mstep: Class 12 contains 11558 members 
Mstep: Class 13 contains 169601 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51429 members 
Mstep: Class 17 contains 74485 members 
Mstep: Class 18 contains 173245 members 
Mstep: Class 19 contains 175992 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2414 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413120.000000 Penalty: 84149.148438
Iteration 410Q: 25 clusters Score -1.804131e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60711 members 
Mstep: Class 3 contains 190590 members 
Mstep: Class 4 contains 54695 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99234 members 
Mstep: Class 7 contains 8752 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 116095 members 
Mstep: Class 10 contains 178396 members 
Mstep: Class 11 contains 6196 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 169622 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51419 members 
Mstep: Class 17 contains 74500 members 
Mstep: Class 18 contains 173240 members 
Mstep: Class 19 contains 175950 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2414 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413200.000000 Penalty: 84149.148438
Iteration 411Q: 25 clusters Score -1.804132e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60704 members 
Mstep: Class 3 contains 190589 members 
Mstep: Class 4 contains 54690 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99226 members 
Mstep: Class 7 contains 8752 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 116151 members 
Mstep: Class 10 contains 178395 members 
Mstep: Class 11 contains 6198 members 
Mstep: Class 12 contains 11532 members 
Mstep: Class 13 contains 169635 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51410 members 
Mstep: Class 17 contains 74516 members 
Mstep: Class 18 contains 173238 members 
Mstep: Class 19 contains 175909 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2414 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413168.000000 Penalty: 84149.148438
Iteration 412Q: 25 clusters Score -1.804132e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60704 members 
Mstep: Class 3 contains 190590 members 
Mstep: Class 4 contains 54688 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99211 members 
Mstep: Class 7 contains 8750 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 116185 members 
Mstep: Class 10 contains 178409 members 
Mstep: Class 11 contains 6198 members 
Mstep: Class 12 contains 11523 members 
Mstep: Class 13 contains 169643 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51409 members 
Mstep: Class 17 contains 74531 members 
Mstep: Class 18 contains 173220 members 
Mstep: Class 19 contains 175884 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2414 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413200.000000 Penalty: 84149.148438
Iteration 413Q: 25 clusters Score -1.804132e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60706 members 
Mstep: Class 3 contains 190582 members 
Mstep: Class 4 contains 54684 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99200 members 
Mstep: Class 7 contains 8748 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 116232 members 
Mstep: Class 10 contains 178392 members 
Mstep: Class 11 contains 6198 members 
Mstep: Class 12 contains 11515 members 
Mstep: Class 13 contains 169665 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51411 members 
Mstep: Class 17 contains 74537 members 
Mstep: Class 18 contains 173217 members 
Mstep: Class 19 contains 175858 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2414 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412944.000000 Penalty: 84149.148438
Iteration 414Q: 25 clusters Score -1.804129e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60704 members 
Mstep: Class 3 contains 190555 members 
Mstep: Class 4 contains 54679 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99188 members 
Mstep: Class 7 contains 8748 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 116275 members 
Mstep: Class 10 contains 178388 members 
Mstep: Class 11 contains 6201 members 
Mstep: Class 12 contains 11506 members 
Mstep: Class 13 contains 169685 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51415 members 
Mstep: Class 17 contains 74555 members 
Mstep: Class 18 contains 173204 members 
Mstep: Class 19 contains 175843 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2413 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412816.000000 Penalty: 84149.148438
Iteration 415Q: 25 clusters Score -1.804128e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60704 members 
Mstep: Class 3 contains 190549 members 
Mstep: Class 4 contains 54670 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99178 members 
Mstep: Class 7 contains 8747 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 116314 members 
Mstep: Class 10 contains 178398 members 
Mstep: Class 11 contains 6205 members 
Mstep: Class 12 contains 11497 members 
Mstep: Class 13 contains 169683 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51418 members 
Mstep: Class 17 contains 74569 members 
Mstep: Class 18 contains 173195 members 
Mstep: Class 19 contains 175820 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2412 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412592.000000 Penalty: 84149.148438
Iteration 416Q: 25 clusters Score -1.804126e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 60703 members 
Mstep: Class 3 contains 190538 members 
Mstep: Class 4 contains 54665 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99163 members 
Mstep: Class 7 contains 8747 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 116367 members 
Mstep: Class 10 contains 178392 members 
Mstep: Class 11 contains 6214 members 
Mstep: Class 12 contains 11486 members 
Mstep: Class 13 contains 169684 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51414 members 
Mstep: Class 17 contains 74571 members 
Mstep: Class 18 contains 173198 members 
Mstep: Class 19 contains 175806 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2412 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412576.000000 Penalty: 84149.148438
Iteration 417Q: 25 clusters Score -1.804126e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 60706 members 
Mstep: Class 3 contains 190552 members 
Mstep: Class 4 contains 54656 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99152 members 
Mstep: Class 7 contains 8747 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 9 contains 116413 members 
Mstep: Class 10 contains 178386 members 
Mstep: Class 11 contains 6217 members 
Mstep: Class 12 contains 11475 members 
Mstep: Class 13 contains 169661 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51416 members 
Mstep: Class 17 contains 74579 members 
Mstep: Class 18 contains 173194 members 
Mstep: Class 19 contains 175797 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2409 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412592.000000 Penalty: 84149.148438
Iteration 418Q: 25 clusters Score -1.804126e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60703 members 
Mstep: Class 3 contains 190557 members 
Mstep: Class 4 contains 54651 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99141 members 
Mstep: Class 7 contains 8747 members 
Mstep: Class 8 contains 327 members 
Mstep: Class 9 contains 116460 members 
Mstep: Class 10 contains 178391 members 
Mstep: Class 11 contains 6217 members 
Mstep: Class 12 contains 11451 members 
Mstep: Class 13 contains 169643 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51420 members 
Mstep: Class 17 contains 74577 members 
Mstep: Class 18 contains 173196 members 
Mstep: Class 19 contains 175800 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2408 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412512.000000 Penalty: 84149.148438
Iteration 419Q: 25 clusters Score -1.804125e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60692 members 
Mstep: Class 3 contains 190561 members 
Mstep: Class 4 contains 54651 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99137 members 
Mstep: Class 7 contains 8745 members 
Mstep: Class 8 contains 326 members 
Mstep: Class 9 contains 116507 members 
Mstep: Class 10 contains 178388 members 
Mstep: Class 11 contains 6220 members 
Mstep: Class 12 contains 11438 members 
Mstep: Class 13 contains 169629 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51413 members 
Mstep: Class 17 contains 74590 members 
Mstep: Class 18 contains 173174 members 
Mstep: Class 19 contains 175811 members 
Mstep: Class 20 contains 614 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2407 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412656.000000 Penalty: 84149.148438
Iteration 420F: 25 clusters Score -1.804127e+08 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60696 members 
Mstep: Class 3 contains 190566 members 
Mstep: Class 4 contains 54646 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99131 members 
Mstep: Class 7 contains 8743 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 116570 members 
Mstep: Class 10 contains 178396 members 
Mstep: Class 11 contains 6221 members 
Mstep: Class 12 contains 11426 members 
Mstep: Class 13 contains 169591 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51403 members 
Mstep: Class 17 contains 74612 members 
Mstep: Class 18 contains 173128 members 
Mstep: Class 19 contains 175828 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2406 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412624.000000 Penalty: 84149.148438
Iteration 421Q: 25 clusters Score -1.804126e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60701 members 
Mstep: Class 3 contains 190560 members 
Mstep: Class 4 contains 54644 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99121 members 
Mstep: Class 7 contains 8741 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 116628 members 
Mstep: Class 10 contains 178407 members 
Mstep: Class 11 contains 6223 members 
Mstep: Class 12 contains 11407 members 
Mstep: Class 13 contains 169571 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51395 members 
Mstep: Class 17 contains 74626 members 
Mstep: Class 18 contains 173119 members 
Mstep: Class 19 contains 175815 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2405 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412656.000000 Penalty: 84149.148438
Iteration 422Q: 25 clusters Score -1.804127e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60695 members 
Mstep: Class 3 contains 190548 members 
Mstep: Class 4 contains 54639 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99115 members 
Mstep: Class 7 contains 8738 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 116672 members 
Mstep: Class 10 contains 178412 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 12 contains 11392 members 
Mstep: Class 13 contains 169552 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51386 members 
Mstep: Class 17 contains 74649 members 
Mstep: Class 18 contains 173096 members 
Mstep: Class 19 contains 175839 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2405 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412288.000000 Penalty: 84149.148438
Iteration 423Q: 25 clusters Score -1.804123e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60683 members 
Mstep: Class 3 contains 190552 members 
Mstep: Class 4 contains 54637 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99105 members 
Mstep: Class 7 contains 8734 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 116721 members 
Mstep: Class 10 contains 178418 members 
Mstep: Class 11 contains 6228 members 
Mstep: Class 12 contains 11377 members 
Mstep: Class 13 contains 169547 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51378 members 
Mstep: Class 17 contains 74657 members 
Mstep: Class 18 contains 173059 members 
Mstep: Class 19 contains 175863 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2404 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412256.000000 Penalty: 84149.148438
Iteration 424Q: 25 clusters Score -1.804123e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60668 members 
Mstep: Class 3 contains 190544 members 
Mstep: Class 4 contains 54635 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99104 members 
Mstep: Class 7 contains 8733 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 116766 members 
Mstep: Class 10 contains 178408 members 
Mstep: Class 11 contains 6232 members 
Mstep: Class 12 contains 11366 members 
Mstep: Class 13 contains 169550 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51374 members 
Mstep: Class 17 contains 74669 members 
Mstep: Class 18 contains 173082 members 
Mstep: Class 19 contains 175829 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2403 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412240.000000 Penalty: 84149.148438
Iteration 425Q: 25 clusters Score -1.804122e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60657 members 
Mstep: Class 3 contains 190535 members 
Mstep: Class 4 contains 54641 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99102 members 
Mstep: Class 7 contains 8731 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 116805 members 
Mstep: Class 10 contains 178395 members 
Mstep: Class 11 contains 6236 members 
Mstep: Class 12 contains 11352 members 
Mstep: Class 13 contains 169532 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51368 members 
Mstep: Class 17 contains 74681 members 
Mstep: Class 18 contains 173087 members 
Mstep: Class 19 contains 175838 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2403 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412480.000000 Penalty: 84149.148438
Iteration 426Q: 25 clusters Score -1.804125e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 60641 members 
Mstep: Class 3 contains 190525 members 
Mstep: Class 4 contains 54644 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99093 members 
Mstep: Class 7 contains 8729 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 116859 members 
Mstep: Class 10 contains 178381 members 
Mstep: Class 11 contains 6235 members 
Mstep: Class 12 contains 11338 members 
Mstep: Class 13 contains 169515 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51363 members 
Mstep: Class 17 contains 74691 members 
Mstep: Class 18 contains 173103 members 
Mstep: Class 19 contains 175846 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2401 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412224.000000 Penalty: 84149.148438
Iteration 427Q: 25 clusters Score -1.804122e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 60629 members 
Mstep: Class 3 contains 190522 members 
Mstep: Class 4 contains 54648 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99085 members 
Mstep: Class 7 contains 8723 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 116899 members 
Mstep: Class 10 contains 178363 members 
Mstep: Class 11 contains 6235 members 
Mstep: Class 12 contains 11317 members 
Mstep: Class 13 contains 169496 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51361 members 
Mstep: Class 17 contains 74702 members 
Mstep: Class 18 contains 173110 members 
Mstep: Class 19 contains 175878 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2396 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412208.000000 Penalty: 84149.148438
Iteration 428Q: 25 clusters Score -1.804122e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 60622 members 
Mstep: Class 3 contains 190517 members 
Mstep: Class 4 contains 54652 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99073 members 
Mstep: Class 7 contains 8723 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 116937 members 
Mstep: Class 10 contains 178354 members 
Mstep: Class 11 contains 6238 members 
Mstep: Class 12 contains 11303 members 
Mstep: Class 13 contains 169482 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51364 members 
Mstep: Class 17 contains 74711 members 
Mstep: Class 18 contains 173101 members 
Mstep: Class 19 contains 175890 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2397 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412320.000000 Penalty: 84149.148438
Iteration 429Q: 25 clusters Score -1.804123e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 60619 members 
Mstep: Class 3 contains 190510 members 
Mstep: Class 4 contains 54660 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99060 members 
Mstep: Class 7 contains 8721 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 116989 members 
Mstep: Class 10 contains 178372 members 
Mstep: Class 11 contains 6243 members 
Mstep: Class 12 contains 11288 members 
Mstep: Class 13 contains 169473 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51352 members 
Mstep: Class 17 contains 74721 members 
Mstep: Class 18 contains 173093 members 
Mstep: Class 19 contains 175867 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2396 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412272.000000 Penalty: 84149.148438
Iteration 430Q: 25 clusters Score -1.804123e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60617 members 
Mstep: Class 3 contains 190492 members 
Mstep: Class 4 contains 54651 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99050 members 
Mstep: Class 7 contains 8721 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 117050 members 
Mstep: Class 10 contains 178378 members 
Mstep: Class 11 contains 6247 members 
Mstep: Class 12 contains 11276 members 
Mstep: Class 13 contains 169459 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51352 members 
Mstep: Class 17 contains 74720 members 
Mstep: Class 18 contains 173078 members 
Mstep: Class 19 contains 175877 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2395 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411984.000000 Penalty: 84149.148438
Iteration 431Q: 25 clusters Score -1.80412e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60621 members 
Mstep: Class 3 contains 190487 members 
Mstep: Class 4 contains 54639 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99042 members 
Mstep: Class 7 contains 8721 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 117111 members 
Mstep: Class 10 contains 178395 members 
Mstep: Class 11 contains 6252 members 
Mstep: Class 12 contains 11266 members 
Mstep: Class 13 contains 169443 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51350 members 
Mstep: Class 17 contains 74716 members 
Mstep: Class 18 contains 173054 members 
Mstep: Class 19 contains 175869 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2397 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412016.000000 Penalty: 84149.148438
Iteration 432Q: 25 clusters Score -1.80412e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60620 members 
Mstep: Class 3 contains 190494 members 
Mstep: Class 4 contains 54640 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99027 members 
Mstep: Class 7 contains 8721 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 117167 members 
Mstep: Class 10 contains 178422 members 
Mstep: Class 11 contains 6254 members 
Mstep: Class 12 contains 11260 members 
Mstep: Class 13 contains 169433 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51345 members 
Mstep: Class 17 contains 74725 members 
Mstep: Class 18 contains 173010 members 
Mstep: Class 19 contains 175849 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2396 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411984.000000 Penalty: 84149.148438
Iteration 433Q: 25 clusters Score -1.80412e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60612 members 
Mstep: Class 3 contains 190513 members 
Mstep: Class 4 contains 54634 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99024 members 
Mstep: Class 7 contains 8721 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 117220 members 
Mstep: Class 10 contains 178450 members 
Mstep: Class 11 contains 6257 members 
Mstep: Class 12 contains 11253 members 
Mstep: Class 13 contains 169425 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51340 members 
Mstep: Class 17 contains 74744 members 
Mstep: Class 18 contains 172953 members 
Mstep: Class 19 contains 175825 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2392 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411888.000000 Penalty: 84149.148438
Iteration 434Q: 25 clusters Score -1.804119e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60597 members 
Mstep: Class 3 contains 190516 members 
Mstep: Class 4 contains 54635 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99015 members 
Mstep: Class 7 contains 8721 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 117283 members 
Mstep: Class 10 contains 178459 members 
Mstep: Class 11 contains 6259 members 
Mstep: Class 12 contains 11248 members 
Mstep: Class 13 contains 169417 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51338 members 
Mstep: Class 17 contains 74768 members 
Mstep: Class 18 contains 172903 members 
Mstep: Class 19 contains 175814 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2390 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411664.000000 Penalty: 84149.148438
Iteration 435Q: 25 clusters Score -1.804117e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60580 members 
Mstep: Class 3 contains 190524 members 
Mstep: Class 4 contains 54638 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 99005 members 
Mstep: Class 7 contains 8721 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 117360 members 
Mstep: Class 10 contains 178465 members 
Mstep: Class 11 contains 6264 members 
Mstep: Class 12 contains 11247 members 
Mstep: Class 13 contains 169406 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51342 members 
Mstep: Class 17 contains 74781 members 
Mstep: Class 18 contains 172853 members 
Mstep: Class 19 contains 175787 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2390 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411872.000000 Penalty: 84149.148438
Iteration 436Q: 25 clusters Score -1.804119e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60561 members 
Mstep: Class 3 contains 190542 members 
Mstep: Class 4 contains 54632 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98995 members 
Mstep: Class 7 contains 8721 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 117416 members 
Mstep: Class 10 contains 178467 members 
Mstep: Class 11 contains 6270 members 
Mstep: Class 12 contains 11241 members 
Mstep: Class 13 contains 169409 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51340 members 
Mstep: Class 17 contains 74805 members 
Mstep: Class 18 contains 172828 members 
Mstep: Class 19 contains 175748 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2388 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411680.000000 Penalty: 84149.148438
Iteration 437Q: 25 clusters Score -1.804117e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60555 members 
Mstep: Class 3 contains 190560 members 
Mstep: Class 4 contains 54617 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98981 members 
Mstep: Class 7 contains 8721 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 117486 members 
Mstep: Class 10 contains 178477 members 
Mstep: Class 11 contains 6279 members 
Mstep: Class 12 contains 11236 members 
Mstep: Class 13 contains 169396 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51333 members 
Mstep: Class 17 contains 74825 members 
Mstep: Class 18 contains 172820 members 
Mstep: Class 19 contains 175691 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2386 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411328.000000 Penalty: 84149.148438
Iteration 438Q: 25 clusters Score -1.804113e+08 nChanged 603
Entering ConstructFrom: 
Score: -180411328.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (3154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Entering Unmasked Estep 
Score: -412829.156250 Penalty: 1997.993896
	Iteration 0F: 2 clusters Score -412829.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -409582.781250 Penalty: 3995.987793
	Iteration 0F: 3 clusters Score -409582.8 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -410422.343750 Penalty: 3995.987793
	Iteration 1F: 3 clusters Score -410422.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -410785.625000 Penalty: 3995.987793
	Iteration 2F: 3 clusters Score -410785.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -411200.062500 Penalty: 3995.987793
	Iteration 3F: 3 clusters Score -411200.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -411688.468750 Penalty: 3995.987793
	Iteration 4F: 3 clusters Score -411688.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -412251.000000 Penalty: 3995.987793
	Iteration 5F: 3 clusters Score -412251 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -412774.093750 Penalty: 3995.987793
	Iteration 6F: 3 clusters Score -412774.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -413128.031250 Penalty: 3995.987793
	Iteration 7F: 3 clusters Score -413128 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -413385.125000 Penalty: 3995.987793
	Iteration 8Q: 3 clusters Score -413385.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -413753.500000 Penalty: 3995.987793
	Iteration 9Q: 3 clusters Score -413753.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -413843.312500 Penalty: 3995.987793
	Iteration 10Q: 3 clusters Score -413843.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -413890.187500 Penalty: 3995.987793
	Iteration 11Q: 3 clusters Score -413890.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -413920.031250 Penalty: 3995.987793
	Iteration 12Q: 3 clusters Score -413920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -413938.437500 Penalty: 3995.987793
	Iteration 13Q: 3 clusters Score -413938.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -413956.718750 Penalty: 3995.987793
	Iteration 14Q: 3 clusters Score -413956.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -413976.531250 Penalty: 3995.987793
	Iteration 15Q: 3 clusters Score -413976.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -413989.500000 Penalty: 3995.987793
	Iteration 16Q: 3 clusters Score -413989.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -414008.500000 Penalty: 3995.987793
	Iteration 17Q: 3 clusters Score -414008.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -414014.125000 Penalty: 3995.987793
	Iteration 18Q: 3 clusters Score -414014.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -414017.781250 Penalty: 3995.987793
	Iteration 19Q: 3 clusters Score -414017.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -414019.093750 Penalty: 3995.987793
	Iteration 20F: 3 clusters Score -414019.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -414020.437500 Penalty: 3995.987793
	Iteration 21Q: 3 clusters Score -414020.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -414022.625000 Penalty: 3995.987793
	Iteration 22Q: 3 clusters Score -414022.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -414023.281250 Penalty: 3995.987793
	Iteration 23Q: 3 clusters Score -414023.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -414023.281250 Penalty: 3995.987793
	Iteration 24F: 3 clusters Score -414023.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 60551 members 
Mstep: Class 3 contains 190580 members 
Mstep: Class 4 contains 54615 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98974 members 
Mstep: Class 7 contains 8721 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 117533 members 
Mstep: Class 10 contains 178475 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 11224 members 
Mstep: Class 13 contains 169385 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51327 members 
Mstep: Class 17 contains 74849 members 
Mstep: Class 18 contains 172807 members 
Mstep: Class 19 contains 175649 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2385 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 430 members 
Entering Unmasked Estep 
Score: -180409456.000000 Penalty: 87655.367188
Splitting cluster 1 changes total score from -180411328.000000 to -180409456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (60551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60551 members 
Entering Unmasked Estep 
Score: -8044793.000000 Penalty: 2730.787842
	Iteration 0F: 2 clusters Score -8044793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -8004188.000000 Penalty: 5461.575684
	Iteration 0F: 3 clusters Score -8004188 nChanged 28123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -8019574.500000 Penalty: 5461.575684
	Iteration 1F: 3 clusters Score -8019574 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -8020182.000000 Penalty: 5461.575684
	Iteration 2Q: 3 clusters Score -8020182 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -8020855.500000 Penalty: 5461.575684
	Iteration 3Q: 3 clusters Score -8020856 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -8021814.000000 Penalty: 5461.575684
	Iteration 4Q: 3 clusters Score -8021814 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -8023218.000000 Penalty: 5461.575684
	Iteration 5Q: 3 clusters Score -8023218 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -8025418.000000 Penalty: 5461.575684
	Iteration 6F: 3 clusters Score -8025418 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -8028505.000000 Penalty: 5461.575684
	Iteration 7F: 3 clusters Score -8028505 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -8032511.000000 Penalty: 5461.575684
	Iteration 8F: 3 clusters Score -8032511 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54037 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -8036478.500000 Penalty: 5461.575684
	Iteration 9F: 3 clusters Score -8036478 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57275 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -8039492.500000 Penalty: 5461.575684
	Iteration 10F: 3 clusters Score -8039492 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59042 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8041082.500000 Penalty: 5461.575684
	Iteration 11Q: 3 clusters Score -8041082 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59825 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8041797.000000 Penalty: 5461.575684
	Iteration 12Q: 3 clusters Score -8041797 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8042101.000000 Penalty: 5461.575684
	Iteration 13Q: 3 clusters Score -8042101 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60246 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8042229.000000 Penalty: 5461.575684
	Iteration 14Q: 3 clusters Score -8042229 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60293 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8042286.500000 Penalty: 5461.575684
	Iteration 15Q: 3 clusters Score -8042286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60312 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8042312.000000 Penalty: 5461.575684
	Iteration 16Q: 3 clusters Score -8042312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60327 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8042333.000000 Penalty: 5461.575684
	Iteration 17Q: 3 clusters Score -8042333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8042356.000000 Penalty: 5461.575684
	Iteration 18Q: 3 clusters Score -8042356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60341 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8042369.000000 Penalty: 5461.575684
	Iteration 19Q: 3 clusters Score -8042369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60342 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8042369.000000 Penalty: 5461.575684
	Iteration 20F: 3 clusters Score -8042369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60344 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8042374.500000 Penalty: 5461.575684
	Iteration 21Q: 3 clusters Score -8042374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60344 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8042374.500000 Penalty: 5461.575684
	Iteration 22F: 3 clusters Score -8042374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (190580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190580 members 
Entering Unmasked Estep 
Score: -25527050.000000 Penalty: 3015.141113
	Iteration 0F: 2 clusters Score -2.552705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95327 members 
Mstep: Class 2 contains 95253 members 
Entering Unmasked Estep 
Score: -25408456.000000 Penalty: 6030.282227
	Iteration 0F: 3 clusters Score -2.540846e+07 nChanged 91523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96212 members 
Mstep: Class 2 contains 94368 members 
Entering Unmasked Estep 
Score: -25461758.000000 Penalty: 6030.282227
	Iteration 1F: 3 clusters Score -2.546176e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96367 members 
Mstep: Class 2 contains 94213 members 
Entering Unmasked Estep 
Score: -25462294.000000 Penalty: 6030.282227
	Iteration 2Q: 3 clusters Score -2.546229e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96459 members 
Mstep: Class 2 contains 94121 members 
Entering Unmasked Estep 
Score: -25462916.000000 Penalty: 6030.282227
	Iteration 3Q: 3 clusters Score -2.546292e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96517 members 
Mstep: Class 2 contains 94063 members 
Entering Unmasked Estep 
Score: -25463562.000000 Penalty: 6030.282227
	Iteration 4Q: 3 clusters Score -2.546356e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96495 members 
Mstep: Class 2 contains 94085 members 
Entering Unmasked Estep 
Score: -25464210.000000 Penalty: 6030.282227
	Iteration 5Q: 3 clusters Score -2.546421e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96220 members 
Mstep: Class 2 contains 94360 members 
Entering Unmasked Estep 
Score: -25465088.000000 Penalty: 6030.282227
	Iteration 6Q: 3 clusters Score -2.546509e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95722 members 
Mstep: Class 2 contains 94858 members 
Entering Unmasked Estep 
Score: -25466358.000000 Penalty: 6030.282227
	Iteration 7Q: 3 clusters Score -2.546636e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94809 members 
Mstep: Class 2 contains 95771 members 
Entering Unmasked Estep 
Score: -25468328.000000 Penalty: 6030.282227
	Iteration 8Q: 3 clusters Score -2.546833e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93593 members 
Mstep: Class 2 contains 96987 members 
Entering Unmasked Estep 
Score: -25471474.000000 Penalty: 6030.282227
	Iteration 9Q: 3 clusters Score -2.547147e+07 nChanged 9645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92158 members 
Mstep: Class 2 contains 98422 members 
Entering Unmasked Estep 
Score: -25475960.000000 Penalty: 6030.282227
	Iteration 10F: 3 clusters Score -2.547596e+07 nChanged 10729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90741 members 
Mstep: Class 2 contains 99839 members 
Entering Unmasked Estep 
Score: -25481456.000000 Penalty: 6030.282227
	Iteration 11F: 3 clusters Score -2.548146e+07 nChanged 11019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89386 members 
Mstep: Class 2 contains 101194 members 
Entering Unmasked Estep 
Score: -25486710.000000 Penalty: 6030.282227
	Iteration 12F: 3 clusters Score -2.548671e+07 nChanged 9918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88448 members 
Mstep: Class 2 contains 102132 members 
Entering Unmasked Estep 
Score: -25490876.000000 Penalty: 6030.282227
	Iteration 13F: 3 clusters Score -2.549088e+07 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87785 members 
Mstep: Class 2 contains 102795 members 
Entering Unmasked Estep 
Score: -25493696.000000 Penalty: 6030.282227
	Iteration 14Q: 3 clusters Score -2.54937e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87248 members 
Mstep: Class 2 contains 103332 members 
Entering Unmasked Estep 
Score: -25495758.000000 Penalty: 6030.282227
	Iteration 15Q: 3 clusters Score -2.549576e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86706 members 
Mstep: Class 2 contains 103874 members 
Entering Unmasked Estep 
Score: -25497218.000000 Penalty: 6030.282227
	Iteration 16Q: 3 clusters Score -2.549722e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86222 members 
Mstep: Class 2 contains 104358 members 
Entering Unmasked Estep 
Score: -25498776.000000 Penalty: 6030.282227
	Iteration 17Q: 3 clusters Score -2.549878e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85870 members 
Mstep: Class 2 contains 104710 members 
Entering Unmasked Estep 
Score: -25500492.000000 Penalty: 6030.282227
	Iteration 18Q: 3 clusters Score -2.550049e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85409 members 
Mstep: Class 2 contains 105171 members 
Entering Unmasked Estep 
Score: -25502490.000000 Penalty: 6030.282227
	Iteration 19Q: 3 clusters Score -2.550249e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85003 members 
Mstep: Class 2 contains 105577 members 
Entering Unmasked Estep 
Score: -25505022.000000 Penalty: 6030.282227
	Iteration 20F: 3 clusters Score -2.550502e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84427 members 
Mstep: Class 2 contains 106153 members 
Entering Unmasked Estep 
Score: -25507758.000000 Penalty: 6030.282227
	Iteration 21Q: 3 clusters Score -2.550776e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83794 members 
Mstep: Class 2 contains 106786 members 
Entering Unmasked Estep 
Score: -25510110.000000 Penalty: 6030.282227
	Iteration 22Q: 3 clusters Score -2.551011e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83021 members 
Mstep: Class 2 contains 107559 members 
Entering Unmasked Estep 
Score: -25512180.000000 Penalty: 6030.282227
	Iteration 23Q: 3 clusters Score -2.551218e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82067 members 
Mstep: Class 2 contains 108513 members 
Entering Unmasked Estep 
Score: -25513498.000000 Penalty: 6030.282227
	Iteration 24Q: 3 clusters Score -2.55135e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81047 members 
Mstep: Class 2 contains 109533 members 
Entering Unmasked Estep 
Score: -25514580.000000 Penalty: 6030.282227
	Iteration 25Q: 3 clusters Score -2.551458e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79950 members 
Mstep: Class 2 contains 110630 members 
Entering Unmasked Estep 
Score: -25515472.000000 Penalty: 6030.282227
	Iteration 26Q: 3 clusters Score -2.551547e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78775 members 
Mstep: Class 2 contains 111805 members 
Entering Unmasked Estep 
Score: -25516142.000000 Penalty: 6030.282227
	Iteration 27Q: 3 clusters Score -2.551614e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77452 members 
Mstep: Class 2 contains 113128 members 
Entering Unmasked Estep 
Score: -25516964.000000 Penalty: 6030.282227
	Iteration 28Q: 3 clusters Score -2.551696e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76125 members 
Mstep: Class 2 contains 114455 members 
Entering Unmasked Estep 
Score: -25517530.000000 Penalty: 6030.282227
	Iteration 29Q: 3 clusters Score -2.551753e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74721 members 
Mstep: Class 2 contains 115859 members 
Entering Unmasked Estep 
Score: -25518226.000000 Penalty: 6030.282227
	Iteration 30Q: 3 clusters Score -2.551823e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 117323 members 
Entering Unmasked Estep 
Score: -25518896.000000 Penalty: 6030.282227
	Iteration 31Q: 3 clusters Score -2.55189e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71782 members 
Mstep: Class 2 contains 118798 members 
Entering Unmasked Estep 
Score: -25519598.000000 Penalty: 6030.282227
	Iteration 32Q: 3 clusters Score -2.55196e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70273 members 
Mstep: Class 2 contains 120307 members 
Entering Unmasked Estep 
Score: -25520108.000000 Penalty: 6030.282227
	Iteration 33Q: 3 clusters Score -2.552011e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68767 members 
Mstep: Class 2 contains 121813 members 
Entering Unmasked Estep 
Score: -25520646.000000 Penalty: 6030.282227
	Iteration 34Q: 3 clusters Score -2.552065e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67214 members 
Mstep: Class 2 contains 123366 members 
Entering Unmasked Estep 
Score: -25521286.000000 Penalty: 6030.282227
	Iteration 35Q: 3 clusters Score -2.552129e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 124932 members 
Entering Unmasked Estep 
Score: -25521664.000000 Penalty: 6030.282227
	Iteration 36Q: 3 clusters Score -2.552166e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63987 members 
Mstep: Class 2 contains 126593 members 
Entering Unmasked Estep 
Score: -25522184.000000 Penalty: 6030.282227
	Iteration 37Q: 3 clusters Score -2.552218e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62288 members 
Mstep: Class 2 contains 128292 members 
Entering Unmasked Estep 
Score: -25522632.000000 Penalty: 6030.282227
	Iteration 38Q: 3 clusters Score -2.552263e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60549 members 
Mstep: Class 2 contains 130031 members 
Entering Unmasked Estep 
Score: -25523010.000000 Penalty: 6030.282227
	Iteration 39Q: 3 clusters Score -2.552301e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 131762 members 
Entering Unmasked Estep 
Score: -25523344.000000 Penalty: 6030.282227
	Iteration 40F: 3 clusters Score -2.552334e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 133496 members 
Entering Unmasked Estep 
Score: -25523746.000000 Penalty: 6030.282227
	Iteration 41Q: 3 clusters Score -2.552375e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55298 members 
Mstep: Class 2 contains 135282 members 
Entering Unmasked Estep 
Score: -25524170.000000 Penalty: 6030.282227
	Iteration 42Q: 3 clusters Score -2.552417e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 136985 members 
Entering Unmasked Estep 
Score: -25524542.000000 Penalty: 6030.282227
	Iteration 43Q: 3 clusters Score -2.552454e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 138663 members 
Entering Unmasked Estep 
Score: -25524880.000000 Penalty: 6030.282227
	Iteration 44Q: 3 clusters Score -2.552488e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 140190 members 
Entering Unmasked Estep 
Score: -25525180.000000 Penalty: 6030.282227
	Iteration 45Q: 3 clusters Score -2.552518e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 141733 members 
Entering Unmasked Estep 
Score: -25525526.000000 Penalty: 6030.282227
	Iteration 46Q: 3 clusters Score -2.552553e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 143277 members 
Entering Unmasked Estep 
Score: -25526002.000000 Penalty: 6030.282227
	Iteration 47Q: 3 clusters Score -2.5526e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45789 members 
Mstep: Class 2 contains 144791 members 
Entering Unmasked Estep 
Score: -25526140.000000 Penalty: 6030.282227
	Iteration 48Q: 3 clusters Score -2.552614e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 146271 members 
Entering Unmasked Estep 
Score: -25526470.000000 Penalty: 6030.282227
	Iteration 49Q: 3 clusters Score -2.552647e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 147708 members 
Entering Unmasked Estep 
Score: -25526686.000000 Penalty: 6030.282227
	Iteration 50Q: 3 clusters Score -2.552669e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 149119 members 
Entering Unmasked Estep 
Score: -25526738.000000 Penalty: 6030.282227
	Iteration 51Q: 3 clusters Score -2.552674e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 150538 members 
Entering Unmasked Estep 
Score: -25526884.000000 Penalty: 6030.282227
	Iteration 52Q: 3 clusters Score -2.552688e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 151923 members 
Entering Unmasked Estep 
Score: -25527060.000000 Penalty: 6030.282227
	Iteration 53Q: 3 clusters Score -2.552706e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 153306 members 
Entering Unmasked Estep 
Score: -25527310.000000 Penalty: 6030.282227
	Iteration 54Q: 3 clusters Score -2.552731e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 154660 members 
Entering Unmasked Estep 
Score: -25527528.000000 Penalty: 6030.282227
	Iteration 55Q: 3 clusters Score -2.552753e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 155933 members 
Entering Unmasked Estep 
Score: -25527648.000000 Penalty: 6030.282227
	Iteration 56Q: 3 clusters Score -2.552765e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 157199 members 
Entering Unmasked Estep 
Score: -25527808.000000 Penalty: 6030.282227
	Iteration 57Q: 3 clusters Score -2.552781e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 158411 members 
Entering Unmasked Estep 
Score: -25527890.000000 Penalty: 6030.282227
	Iteration 58Q: 3 clusters Score -2.552789e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 159542 members 
Entering Unmasked Estep 
Score: -25527898.000000 Penalty: 6030.282227
	Iteration 59Q: 3 clusters Score -2.55279e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 160620 members 
Entering Unmasked Estep 
Score: -25528002.000000 Penalty: 6030.282227
	Iteration 60F: 3 clusters Score -2.5528e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 161656 members 
Entering Unmasked Estep 
Score: -25528032.000000 Penalty: 6030.282227
	Iteration 61Q: 3 clusters Score -2.552803e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 162694 members 
Entering Unmasked Estep 
Score: -25528076.000000 Penalty: 6030.282227
	Iteration 62Q: 3 clusters Score -2.552808e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 163678 members 
Entering Unmasked Estep 
Score: -25528104.000000 Penalty: 6030.282227
	Iteration 63Q: 3 clusters Score -2.55281e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 164669 members 
Entering Unmasked Estep 
Score: -25528140.000000 Penalty: 6030.282227
	Iteration 64Q: 3 clusters Score -2.552814e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 165561 members 
Entering Unmasked Estep 
Score: -25528046.000000 Penalty: 6030.282227
	Iteration 65Q: 3 clusters Score -2.552805e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 166417 members 
Entering Unmasked Estep 
Score: -25528088.000000 Penalty: 6030.282227
	Iteration 66Q: 3 clusters Score -2.552809e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 167249 members 
Entering Unmasked Estep 
Score: -25528006.000000 Penalty: 6030.282227
	Iteration 67Q: 3 clusters Score -2.552801e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 168030 members 
Entering Unmasked Estep 
Score: -25527968.000000 Penalty: 6030.282227
	Iteration 68Q: 3 clusters Score -2.552797e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 168794 members 
Entering Unmasked Estep 
Score: -25527940.000000 Penalty: 6030.282227
	Iteration 69Q: 3 clusters Score -2.552794e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 169529 members 
Entering Unmasked Estep 
Score: -25527970.000000 Penalty: 6030.282227
	Iteration 70Q: 3 clusters Score -2.552797e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 170219 members 
Entering Unmasked Estep 
Score: -25527986.000000 Penalty: 6030.282227
	Iteration 71Q: 3 clusters Score -2.552799e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 170875 members 
Entering Unmasked Estep 
Score: -25527938.000000 Penalty: 6030.282227
	Iteration 72Q: 3 clusters Score -2.552794e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 171512 members 
Entering Unmasked Estep 
Score: -25527996.000000 Penalty: 6030.282227
	Iteration 73Q: 3 clusters Score -2.5528e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 172123 members 
Entering Unmasked Estep 
Score: -25527944.000000 Penalty: 6030.282227
	Iteration 74Q: 3 clusters Score -2.552794e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 172731 members 
Entering Unmasked Estep 
Score: -25527876.000000 Penalty: 6030.282227
	Iteration 75Q: 3 clusters Score -2.552788e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 173298 members 
Entering Unmasked Estep 
Score: -25527808.000000 Penalty: 6030.282227
	Iteration 76Q: 3 clusters Score -2.552781e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 173850 members 
Entering Unmasked Estep 
Score: -25527730.000000 Penalty: 6030.282227
	Iteration 77Q: 3 clusters Score -2.552773e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 174382 members 
Entering Unmasked Estep 
Score: -25527636.000000 Penalty: 6030.282227
	Iteration 78Q: 3 clusters Score -2.552764e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 174921 members 
Entering Unmasked Estep 
Score: -25527640.000000 Penalty: 6030.282227
	Iteration 79Q: 3 clusters Score -2.552764e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 175437 members 
Entering Unmasked Estep 
Score: -25527632.000000 Penalty: 6030.282227
	Iteration 80F: 3 clusters Score -2.552763e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 175955 members 
Entering Unmasked Estep 
Score: -25527544.000000 Penalty: 6030.282227
	Iteration 81Q: 3 clusters Score -2.552754e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 176437 members 
Entering Unmasked Estep 
Score: -25527532.000000 Penalty: 6030.282227
	Iteration 82Q: 3 clusters Score -2.552753e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 176925 members 
Entering Unmasked Estep 
Score: -25527412.000000 Penalty: 6030.282227
	Iteration 83Q: 3 clusters Score -2.552741e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 177430 members 
Entering Unmasked Estep 
Score: -25527274.000000 Penalty: 6030.282227
	Iteration 84Q: 3 clusters Score -2.552727e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 177914 members 
Entering Unmasked Estep 
Score: -25527226.000000 Penalty: 6030.282227
	Iteration 85Q: 3 clusters Score -2.552723e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 178377 members 
Entering Unmasked Estep 
Score: -25527252.000000 Penalty: 6030.282227
	Iteration 86Q: 3 clusters Score -2.552725e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 178825 members 
Entering Unmasked Estep 
Score: -25527282.000000 Penalty: 6030.282227
	Iteration 87Q: 3 clusters Score -2.552728e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 179245 members 
Entering Unmasked Estep 
Score: -25527208.000000 Penalty: 6030.282227
	Iteration 88Q: 3 clusters Score -2.552721e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 179647 members 
Entering Unmasked Estep 
Score: -25527206.000000 Penalty: 6030.282227
	Iteration 89Q: 3 clusters Score -2.552721e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 180022 members 
Entering Unmasked Estep 
Score: -25527170.000000 Penalty: 6030.282227
	Iteration 90Q: 3 clusters Score -2.552717e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 180423 members 
Entering Unmasked Estep 
Score: -25527098.000000 Penalty: 6030.282227
	Iteration 91Q: 3 clusters Score -2.55271e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 180801 members 
Entering Unmasked Estep 
Score: -25527060.000000 Penalty: 6030.282227
	Iteration 92Q: 3 clusters Score -2.552706e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 181144 members 
Entering Unmasked Estep 
Score: -25527008.000000 Penalty: 6030.282227
	Iteration 93Q: 3 clusters Score -2.552701e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 181472 members 
Entering Unmasked Estep 
Score: -25526954.000000 Penalty: 6030.282227
	Iteration 94Q: 3 clusters Score -2.552695e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 181796 members 
Entering Unmasked Estep 
Score: -25526986.000000 Penalty: 6030.282227
	Iteration 95Q: 3 clusters Score -2.552699e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 182097 members 
Entering Unmasked Estep 
Score: -25526956.000000 Penalty: 6030.282227
	Iteration 96Q: 3 clusters Score -2.552696e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 182365 members 
Entering Unmasked Estep 
Score: -25526868.000000 Penalty: 6030.282227
	Iteration 97Q: 3 clusters Score -2.552687e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 182629 members 
Entering Unmasked Estep 
Score: -25526802.000000 Penalty: 6030.282227
	Iteration 98Q: 3 clusters Score -2.55268e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 182888 members 
Entering Unmasked Estep 
Score: -25526760.000000 Penalty: 6030.282227
	Iteration 99Q: 3 clusters Score -2.552676e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 183116 members 
Entering Unmasked Estep 
Score: -25526656.000000 Penalty: 6030.282227
	Iteration 100F: 3 clusters Score -2.552666e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 183346 members 
Entering Unmasked Estep 
Score: -25526620.000000 Penalty: 6030.282227
	Iteration 101Q: 3 clusters Score -2.552662e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 183585 members 
Entering Unmasked Estep 
Score: -25526596.000000 Penalty: 6030.282227
	Iteration 102Q: 3 clusters Score -2.55266e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 183816 members 
Entering Unmasked Estep 
Score: -25526572.000000 Penalty: 6030.282227
	Iteration 103Q: 3 clusters Score -2.552657e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 184053 members 
Entering Unmasked Estep 
Score: -25526558.000000 Penalty: 6030.282227
	Iteration 104Q: 3 clusters Score -2.552656e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 184275 members 
Entering Unmasked Estep 
Score: -25526506.000000 Penalty: 6030.282227
	Iteration 105Q: 3 clusters Score -2.552651e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 184497 members 
Entering Unmasked Estep 
Score: -25526456.000000 Penalty: 6030.282227
	Iteration 106Q: 3 clusters Score -2.552646e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 184728 members 
Entering Unmasked Estep 
Score: -25526354.000000 Penalty: 6030.282227
	Iteration 107Q: 3 clusters Score -2.552635e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 184940 members 
Entering Unmasked Estep 
Score: -25526350.000000 Penalty: 6030.282227
	Iteration 108Q: 3 clusters Score -2.552635e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 185138 members 
Entering Unmasked Estep 
Score: -25526396.000000 Penalty: 6030.282227
	Iteration 109Q: 3 clusters Score -2.55264e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 185309 members 
Entering Unmasked Estep 
Score: -25526372.000000 Penalty: 6030.282227
	Iteration 110Q: 3 clusters Score -2.552637e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 185485 members 
Entering Unmasked Estep 
Score: -25526310.000000 Penalty: 6030.282227
	Iteration 111Q: 3 clusters Score -2.552631e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 185635 members 
Entering Unmasked Estep 
Score: -25526298.000000 Penalty: 6030.282227
	Iteration 112Q: 3 clusters Score -2.55263e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 185799 members 
Entering Unmasked Estep 
Score: -25526262.000000 Penalty: 6030.282227
	Iteration 113Q: 3 clusters Score -2.552626e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 185953 members 
Entering Unmasked Estep 
Score: -25526236.000000 Penalty: 6030.282227
	Iteration 114Q: 3 clusters Score -2.552624e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 186093 members 
Entering Unmasked Estep 
Score: -25526146.000000 Penalty: 6030.282227
	Iteration 115Q: 3 clusters Score -2.552615e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 186216 members 
Entering Unmasked Estep 
Score: -25526148.000000 Penalty: 6030.282227
	Iteration 116Q: 3 clusters Score -2.552615e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 186326 members 
Entering Unmasked Estep 
Score: -25526116.000000 Penalty: 6030.282227
	Iteration 117Q: 3 clusters Score -2.552612e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 186448 members 
Entering Unmasked Estep 
Score: -25526072.000000 Penalty: 6030.282227
	Iteration 118Q: 3 clusters Score -2.552607e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 186559 members 
Entering Unmasked Estep 
Score: -25526120.000000 Penalty: 6030.282227
	Iteration 119Q: 3 clusters Score -2.552612e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 186656 members 
Entering Unmasked Estep 
Score: -25526144.000000 Penalty: 6030.282227
	Iteration 120F: 3 clusters Score -2.552614e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 186755 members 
Entering Unmasked Estep 
Score: -25526146.000000 Penalty: 6030.282227
	Iteration 121Q: 3 clusters Score -2.552615e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 186844 members 
Entering Unmasked Estep 
Score: -25526102.000000 Penalty: 6030.282227
	Iteration 122Q: 3 clusters Score -2.55261e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 186940 members 
Entering Unmasked Estep 
Score: -25526064.000000 Penalty: 6030.282227
	Iteration 123Q: 3 clusters Score -2.552606e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 187033 members 
Entering Unmasked Estep 
Score: -25525998.000000 Penalty: 6030.282227
	Iteration 124Q: 3 clusters Score -2.5526e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 187127 members 
Entering Unmasked Estep 
Score: -25525944.000000 Penalty: 6030.282227
	Iteration 125Q: 3 clusters Score -2.552594e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 187202 members 
Entering Unmasked Estep 
Score: -25525902.000000 Penalty: 6030.282227
	Iteration 126Q: 3 clusters Score -2.55259e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 187267 members 
Entering Unmasked Estep 
Score: -25525872.000000 Penalty: 6030.282227
	Iteration 127Q: 3 clusters Score -2.552587e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 187334 members 
Entering Unmasked Estep 
Score: -25525860.000000 Penalty: 6030.282227
	Iteration 128Q: 3 clusters Score -2.552586e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 187405 members 
Entering Unmasked Estep 
Score: -25525888.000000 Penalty: 6030.282227
	Iteration 129Q: 3 clusters Score -2.552589e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 187470 members 
Entering Unmasked Estep 
Score: -25525828.000000 Penalty: 6030.282227
	Iteration 130Q: 3 clusters Score -2.552583e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 187535 members 
Entering Unmasked Estep 
Score: -25525858.000000 Penalty: 6030.282227
	Iteration 131Q: 3 clusters Score -2.552586e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 187589 members 
Entering Unmasked Estep 
Score: -25525852.000000 Penalty: 6030.282227
	Iteration 132Q: 3 clusters Score -2.552585e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 187646 members 
Entering Unmasked Estep 
Score: -25525828.000000 Penalty: 6030.282227
	Iteration 133Q: 3 clusters Score -2.552583e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 187701 members 
Entering Unmasked Estep 
Score: -25525808.000000 Penalty: 6030.282227
	Iteration 134Q: 3 clusters Score -2.552581e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 187747 members 
Entering Unmasked Estep 
Score: -25525790.000000 Penalty: 6030.282227
	Iteration 135Q: 3 clusters Score -2.552579e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 187792 members 
Entering Unmasked Estep 
Score: -25525780.000000 Penalty: 6030.282227
	Iteration 136Q: 3 clusters Score -2.552578e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 187834 members 
Entering Unmasked Estep 
Score: -25525806.000000 Penalty: 6030.282227
	Iteration 137Q: 3 clusters Score -2.552581e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 187866 members 
Entering Unmasked Estep 
Score: -25525862.000000 Penalty: 6030.282227
	Iteration 138Q: 3 clusters Score -2.552586e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 187897 members 
Entering Unmasked Estep 
Score: -25525814.000000 Penalty: 6030.282227
	Iteration 139Q: 3 clusters Score -2.552581e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 187931 members 
Entering Unmasked Estep 
Score: -25525770.000000 Penalty: 6030.282227
	Iteration 140F: 3 clusters Score -2.552577e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 187963 members 
Entering Unmasked Estep 
Score: -25525734.000000 Penalty: 6030.282227
	Iteration 141Q: 3 clusters Score -2.552573e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 187997 members 
Entering Unmasked Estep 
Score: -25525728.000000 Penalty: 6030.282227
	Iteration 142Q: 3 clusters Score -2.552573e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 188022 members 
Entering Unmasked Estep 
Score: -25525710.000000 Penalty: 6030.282227
	Iteration 143Q: 3 clusters Score -2.552571e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 188046 members 
Entering Unmasked Estep 
Score: -25525708.000000 Penalty: 6030.282227
	Iteration 144Q: 3 clusters Score -2.552571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 188060 members 
Entering Unmasked Estep 
Score: -25525682.000000 Penalty: 6030.282227
	Iteration 145Q: 3 clusters Score -2.552568e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 188081 members 
Entering Unmasked Estep 
Score: -25525654.000000 Penalty: 6030.282227
	Iteration 146Q: 3 clusters Score -2.552565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 188100 members 
Entering Unmasked Estep 
Score: -25525680.000000 Penalty: 6030.282227
	Iteration 147Q: 3 clusters Score -2.552568e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 188121 members 
Entering Unmasked Estep 
Score: -25525650.000000 Penalty: 6030.282227
	Iteration 148Q: 3 clusters Score -2.552565e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 188141 members 
Entering Unmasked Estep 
Score: -25525654.000000 Penalty: 6030.282227
	Iteration 149Q: 3 clusters Score -2.552565e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 188163 members 
Entering Unmasked Estep 
Score: -25525630.000000 Penalty: 6030.282227
	Iteration 150Q: 3 clusters Score -2.552563e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 188182 members 
Entering Unmasked Estep 
Score: -25525600.000000 Penalty: 6030.282227
	Iteration 151Q: 3 clusters Score -2.55256e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 188198 members 
Entering Unmasked Estep 
Score: -25525600.000000 Penalty: 6030.282227
	Iteration 152Q: 3 clusters Score -2.55256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 188207 members 
Entering Unmasked Estep 
Score: -25525588.000000 Penalty: 6030.282227
	Iteration 153Q: 3 clusters Score -2.552559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 188213 members 
Entering Unmasked Estep 
Score: -25525604.000000 Penalty: 6030.282227
	Iteration 154Q: 3 clusters Score -2.55256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 188218 members 
Entering Unmasked Estep 
Score: -25525592.000000 Penalty: 6030.282227
	Iteration 155Q: 3 clusters Score -2.552559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 188223 members 
Entering Unmasked Estep 
Score: -25525584.000000 Penalty: 6030.282227
	Iteration 156Q: 3 clusters Score -2.552558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 188225 members 
Entering Unmasked Estep 
Score: -25525594.000000 Penalty: 6030.282227
	Iteration 157Q: 3 clusters Score -2.552559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 188227 members 
Entering Unmasked Estep 
Score: -25525598.000000 Penalty: 6030.282227
	Iteration 158Q: 3 clusters Score -2.55256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 188228 members 
Entering Unmasked Estep 
Score: -25525576.000000 Penalty: 6030.282227
	Iteration 159Q: 3 clusters Score -2.552558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 188229 members 
Entering Unmasked Estep 
Score: -25525578.000000 Penalty: 6030.282227
	Iteration 160F: 3 clusters Score -2.552558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (54615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Entering Unmasked Estep 
Score: -7298499.000000 Penalty: 2705.199951
	Iteration 0F: 2 clusters Score -7298499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -7261802.000000 Penalty: 5410.399902
	Iteration 0F: 3 clusters Score -7261802 nChanged 25286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -7276273.000000 Penalty: 5410.399902
	Iteration 1F: 3 clusters Score -7276273 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -7277273.000000 Penalty: 5410.399902
	Iteration 2Q: 3 clusters Score -7277273 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -7278574.500000 Penalty: 5410.399902
	Iteration 3Q: 3 clusters Score -7278574 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -7280125.500000 Penalty: 5410.399902
	Iteration 4Q: 3 clusters Score -7280126 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -7281978.500000 Penalty: 5410.399902
	Iteration 5F: 3 clusters Score -7281978 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -7284009.500000 Penalty: 5410.399902
	Iteration 6F: 3 clusters Score -7284010 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -7285909.500000 Penalty: 5410.399902
	Iteration 7F: 3 clusters Score -7285910 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -7287444.500000 Penalty: 5410.399902
	Iteration 8F: 3 clusters Score -7287444 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -7288551.500000 Penalty: 5410.399902
	Iteration 9Q: 3 clusters Score -7288552 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -7289421.000000 Penalty: 5410.399902
	Iteration 10Q: 3 clusters Score -7289421 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -7289995.000000 Penalty: 5410.399902
	Iteration 11Q: 3 clusters Score -7289995 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -7290290.500000 Penalty: 5410.399902
	Iteration 12Q: 3 clusters Score -7290290 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -7290452.000000 Penalty: 5410.399902
	Iteration 13Q: 3 clusters Score -7290452 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -7290592.000000 Penalty: 5410.399902
	Iteration 14Q: 3 clusters Score -7290592 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -7290690.500000 Penalty: 5410.399902
	Iteration 15Q: 3 clusters Score -7290690 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -7290744.500000 Penalty: 5410.399902
	Iteration 16Q: 3 clusters Score -7290744 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -7290813.500000 Penalty: 5410.399902
	Iteration 17Q: 3 clusters Score -7290814 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -7290840.500000 Penalty: 5410.399902
	Iteration 18Q: 3 clusters Score -7290840 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -7290913.000000 Penalty: 5410.399902
	Iteration 19Q: 3 clusters Score -7290913 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -7290944.000000 Penalty: 5410.399902
	Iteration 20F: 3 clusters Score -7290944 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -7290987.000000 Penalty: 5410.399902
	Iteration 21Q: 3 clusters Score -7290987 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -7291004.000000 Penalty: 5410.399902
	Iteration 22Q: 3 clusters Score -7291004 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -7291025.500000 Penalty: 5410.399902
	Iteration 23Q: 3 clusters Score -7291026 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -7291052.500000 Penalty: 5410.399902
	Iteration 24Q: 3 clusters Score -7291052 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -7291058.500000 Penalty: 5410.399902
	Iteration 25Q: 3 clusters Score -7291058 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -7291123.500000 Penalty: 5410.399902
	Iteration 26Q: 3 clusters Score -7291124 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -7291127.500000 Penalty: 5410.399902
	Iteration 27Q: 3 clusters Score -7291128 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -7291145.000000 Penalty: 5410.399902
	Iteration 28Q: 3 clusters Score -7291145 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -7291196.000000 Penalty: 5410.399902
	Iteration 29Q: 3 clusters Score -7291196 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -7291215.500000 Penalty: 5410.399902
	Iteration 30Q: 3 clusters Score -7291216 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -7291230.000000 Penalty: 5410.399902
	Iteration 31Q: 3 clusters Score -7291230 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -7291241.500000 Penalty: 5410.399902
	Iteration 32Q: 3 clusters Score -7291242 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -7291277.500000 Penalty: 5410.399902
	Iteration 33Q: 3 clusters Score -7291278 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -7291298.500000 Penalty: 5410.399902
	Iteration 34Q: 3 clusters Score -7291298 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -7291307.500000 Penalty: 5410.399902
	Iteration 35Q: 3 clusters Score -7291308 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -7291333.000000 Penalty: 5410.399902
	Iteration 36Q: 3 clusters Score -7291333 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -7291347.500000 Penalty: 5410.399902
	Iteration 37Q: 3 clusters Score -7291348 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -7291387.500000 Penalty: 5410.399902
	Iteration 38Q: 3 clusters Score -7291388 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -7291402.500000 Penalty: 5410.399902
	Iteration 39Q: 3 clusters Score -7291402 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -7291445.000000 Penalty: 5410.399902
	Iteration 40F: 3 clusters Score -7291445 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -7291477.000000 Penalty: 5410.399902
	Iteration 41Q: 3 clusters Score -7291477 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -7291503.500000 Penalty: 5410.399902
	Iteration 42Q: 3 clusters Score -7291504 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -7291511.500000 Penalty: 5410.399902
	Iteration 43Q: 3 clusters Score -7291512 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -7291553.500000 Penalty: 5410.399902
	Iteration 44Q: 3 clusters Score -7291554 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -7291582.000000 Penalty: 5410.399902
	Iteration 45Q: 3 clusters Score -7291582 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -7291605.500000 Penalty: 5410.399902
	Iteration 46Q: 3 clusters Score -7291606 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -7291622.500000 Penalty: 5410.399902
	Iteration 47Q: 3 clusters Score -7291622 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -7291646.000000 Penalty: 5410.399902
	Iteration 48Q: 3 clusters Score -7291646 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -7291697.000000 Penalty: 5410.399902
	Iteration 49Q: 3 clusters Score -7291697 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -7291751.500000 Penalty: 5410.399902
	Iteration 50Q: 3 clusters Score -7291752 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -7291813.500000 Penalty: 5410.399902
	Iteration 51Q: 3 clusters Score -7291814 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -7291862.500000 Penalty: 5410.399902
	Iteration 52Q: 3 clusters Score -7291862 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -7291955.000000 Penalty: 5410.399902
	Iteration 53Q: 3 clusters Score -7291955 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -7292085.500000 Penalty: 5410.399902
	Iteration 54Q: 3 clusters Score -7292086 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -7292221.000000 Penalty: 5410.399902
	Iteration 55Q: 3 clusters Score -7292221 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -7292404.000000 Penalty: 5410.399902
	Iteration 56Q: 3 clusters Score -7292404 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -7292549.000000 Penalty: 5410.399902
	Iteration 57Q: 3 clusters Score -7292549 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -7292703.000000 Penalty: 5410.399902
	Iteration 58Q: 3 clusters Score -7292703 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -7292880.500000 Penalty: 5410.399902
	Iteration 59Q: 3 clusters Score -7292880 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -7293023.500000 Penalty: 5410.399902
	Iteration 60F: 3 clusters Score -7293024 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -7293188.500000 Penalty: 5410.399902
	Iteration 61Q: 3 clusters Score -7293188 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -7293371.000000 Penalty: 5410.399902
	Iteration 62Q: 3 clusters Score -7293371 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -7293582.000000 Penalty: 5410.399902
	Iteration 63Q: 3 clusters Score -7293582 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -7293765.000000 Penalty: 5410.399902
	Iteration 64Q: 3 clusters Score -7293765 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -7293942.500000 Penalty: 5410.399902
	Iteration 65Q: 3 clusters Score -7293942 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -7294085.500000 Penalty: 5410.399902
	Iteration 66Q: 3 clusters Score -7294086 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -7294235.000000 Penalty: 5410.399902
	Iteration 67Q: 3 clusters Score -7294235 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -7294388.500000 Penalty: 5410.399902
	Iteration 68Q: 3 clusters Score -7294388 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -7294557.000000 Penalty: 5410.399902
	Iteration 69Q: 3 clusters Score -7294557 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -7294688.000000 Penalty: 5410.399902
	Iteration 70Q: 3 clusters Score -7294688 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -7294825.000000 Penalty: 5410.399902
	Iteration 71Q: 3 clusters Score -7294825 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -7294982.500000 Penalty: 5410.399902
	Iteration 72Q: 3 clusters Score -7294982 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -7295111.000000 Penalty: 5410.399902
	Iteration 73Q: 3 clusters Score -7295111 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -7295243.500000 Penalty: 5410.399902
	Iteration 74Q: 3 clusters Score -7295244 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -7295385.000000 Penalty: 5410.399902
	Iteration 75Q: 3 clusters Score -7295385 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -7295495.500000 Penalty: 5410.399902
	Iteration 76Q: 3 clusters Score -7295496 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -7295592.000000 Penalty: 5410.399902
	Iteration 77Q: 3 clusters Score -7295592 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52076 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -7295663.500000 Penalty: 5410.399902
	Iteration 78Q: 3 clusters Score -7295664 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -7295729.000000 Penalty: 5410.399902
	Iteration 79Q: 3 clusters Score -7295729 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -7295794.500000 Penalty: 5410.399902
	Iteration 80F: 3 clusters Score -7295794 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -7295856.500000 Penalty: 5410.399902
	Iteration 81Q: 3 clusters Score -7295856 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -7295893.000000 Penalty: 5410.399902
	Iteration 82Q: 3 clusters Score -7295893 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52811 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -7295941.000000 Penalty: 5410.399902
	Iteration 83Q: 3 clusters Score -7295941 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52890 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -7295969.500000 Penalty: 5410.399902
	Iteration 84Q: 3 clusters Score -7295970 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -7296005.500000 Penalty: 5410.399902
	Iteration 85Q: 3 clusters Score -7296006 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7296031.500000 Penalty: 5410.399902
	Iteration 86Q: 3 clusters Score -7296032 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53087 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7296059.000000 Penalty: 5410.399902
	Iteration 87Q: 3 clusters Score -7296059 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53138 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -7296069.000000 Penalty: 5410.399902
	Iteration 88Q: 3 clusters Score -7296069 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7296088.500000 Penalty: 5410.399902
	Iteration 89Q: 3 clusters Score -7296088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -7296091.500000 Penalty: 5410.399902
	Iteration 90Q: 3 clusters Score -7296092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53251 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -7296122.500000 Penalty: 5410.399902
	Iteration 91Q: 3 clusters Score -7296122 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53283 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -7296129.500000 Penalty: 5410.399902
	Iteration 92Q: 3 clusters Score -7296130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -7296148.000000 Penalty: 5410.399902
	Iteration 93Q: 3 clusters Score -7296148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7296141.500000 Penalty: 5410.399902
	Iteration 94Q: 3 clusters Score -7296142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -7296151.000000 Penalty: 5410.399902
	Iteration 95Q: 3 clusters Score -7296151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53384 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -7296164.000000 Penalty: 5410.399902
	Iteration 96Q: 3 clusters Score -7296164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7296181.000000 Penalty: 5410.399902
	Iteration 97Q: 3 clusters Score -7296181 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7296179.500000 Penalty: 5410.399902
	Iteration 98Q: 3 clusters Score -7296180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7296187.500000 Penalty: 5410.399902
	Iteration 99Q: 3 clusters Score -7296188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -7296198.500000 Penalty: 5410.399902
	Iteration 100F: 3 clusters Score -7296198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7296206.000000 Penalty: 5410.399902
	Iteration 101Q: 3 clusters Score -7296206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53488 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -7296200.000000 Penalty: 5410.399902
	Iteration 102Q: 3 clusters Score -7296200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53495 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7296198.000000 Penalty: 5410.399902
	Iteration 103Q: 3 clusters Score -7296198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53500 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7296203.500000 Penalty: 5410.399902
	Iteration 104Q: 3 clusters Score -7296204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7296212.000000 Penalty: 5410.399902
	Iteration 105Q: 3 clusters Score -7296212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53505 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -7296217.000000 Penalty: 5410.399902
	Iteration 106Q: 3 clusters Score -7296217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7296214.000000 Penalty: 5410.399902
	Iteration 107Q: 3 clusters Score -7296214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53513 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7296217.500000 Penalty: 5410.399902
	Iteration 108Q: 3 clusters Score -7296218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -7296225.500000 Penalty: 5410.399902
	Iteration 109Q: 3 clusters Score -7296226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53523 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7296224.500000 Penalty: 5410.399902
	Iteration 110Q: 3 clusters Score -7296224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7296227.500000 Penalty: 5410.399902
	Iteration 111Q: 3 clusters Score -7296228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7296228.000000 Penalty: 5410.399902
	Iteration 112Q: 3 clusters Score -7296228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -7296224.000000 Penalty: 5410.399902
	Iteration 113Q: 3 clusters Score -7296224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7296225.000000 Penalty: 5410.399902
	Iteration 114Q: 3 clusters Score -7296225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -7296223.500000 Penalty: 5410.399902
	Iteration 115Q: 3 clusters Score -7296224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53530 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -7296222.000000 Penalty: 5410.399902
	Iteration 116Q: 3 clusters Score -7296222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7296226.500000 Penalty: 5410.399902
	Iteration 117Q: 3 clusters Score -7296226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7296226.500000 Penalty: 5410.399902
	Iteration 118F: 3 clusters Score -7296226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -91630.164062 Penalty: 1627.836182
	Iteration 0F: 2 clusters Score -91630.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -89887.015625 Penalty: 3255.672363
	Iteration 0F: 3 clusters Score -89887.02 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -90091.171875 Penalty: 3255.672363
	Iteration 1F: 3 clusters Score -90091.17 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -90170.476562 Penalty: 3255.672363
	Iteration 2F: 3 clusters Score -90170.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -90196.195312 Penalty: 3255.672363
	Iteration 3Q: 3 clusters Score -90196.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -90213.320312 Penalty: 3255.672363
	Iteration 4Q: 3 clusters Score -90213.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -90228.804688 Penalty: 3255.672363
	Iteration 5Q: 3 clusters Score -90228.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -90238.101562 Penalty: 3255.672363
	Iteration 6Q: 3 clusters Score -90238.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -90242.015625 Penalty: 3255.672363
	Iteration 7Q: 3 clusters Score -90242.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -90249.296875 Penalty: 3255.672363
	Iteration 8Q: 3 clusters Score -90249.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -90254.750000 Penalty: 3255.672363
	Iteration 9Q: 3 clusters Score -90254.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90257.804688 Penalty: 3255.672363
	Iteration 10Q: 3 clusters Score -90257.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90260.414062 Penalty: 3255.672363
	Iteration 11Q: 3 clusters Score -90260.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90262.257812 Penalty: 3255.672363
	Iteration 12Q: 3 clusters Score -90262.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90265.070312 Penalty: 3255.672363
	Iteration 13Q: 3 clusters Score -90265.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90269.390625 Penalty: 3255.672363
	Iteration 14Q: 3 clusters Score -90269.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -90271.085938 Penalty: 3255.672363
	Iteration 15Q: 3 clusters Score -90271.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -90272.750000 Penalty: 3255.672363
	Iteration 16Q: 3 clusters Score -90272.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -90274.671875 Penalty: 3255.672363
	Iteration 17Q: 3 clusters Score -90274.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -90276.710938 Penalty: 3255.672363
	Iteration 18Q: 3 clusters Score -90276.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -90277.546875 Penalty: 3255.672363
	Iteration 19Q: 3 clusters Score -90277.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -90277.546875 Penalty: 3255.672363
	Iteration 20F: 3 clusters Score -90277.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (98974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98974 members 
Entering Unmasked Estep 
Score: -12810956.000000 Penalty: 2852.647705
	Iteration 0F: 2 clusters Score -1.281096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -12744425.000000 Penalty: 5705.295410
	Iteration 0F: 3 clusters Score -1.274442e+07 nChanged 46779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Mstep: Class 2 contains 50354 members 
Entering Unmasked Estep 
Score: -12770830.000000 Penalty: 5705.295410
	Iteration 1F: 3 clusters Score -1.277083e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 50862 members 
Entering Unmasked Estep 
Score: -12771480.000000 Penalty: 5705.295410
	Iteration 2Q: 3 clusters Score -1.277148e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -12772244.000000 Penalty: 5705.295410
	Iteration 3Q: 3 clusters Score -1.277224e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 52909 members 
Entering Unmasked Estep 
Score: -12773131.000000 Penalty: 5705.295410
	Iteration 4Q: 3 clusters Score -1.277313e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 54779 members 
Entering Unmasked Estep 
Score: -12774218.000000 Penalty: 5705.295410
	Iteration 5Q: 3 clusters Score -1.277422e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 57459 members 
Entering Unmasked Estep 
Score: -12775823.000000 Penalty: 5705.295410
	Iteration 6Q: 3 clusters Score -1.277582e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 61098 members 
Entering Unmasked Estep 
Score: -12778169.000000 Penalty: 5705.295410
	Iteration 7Q: 3 clusters Score -1.277817e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 65824 members 
Entering Unmasked Estep 
Score: -12781676.000000 Penalty: 5705.295410
	Iteration 8F: 3 clusters Score -1.278168e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 71678 members 
Entering Unmasked Estep 
Score: -12786448.000000 Penalty: 5705.295410
	Iteration 9F: 3 clusters Score -1.278645e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 78022 members 
Entering Unmasked Estep 
Score: -12792192.000000 Penalty: 5705.295410
	Iteration 10F: 3 clusters Score -1.279219e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 83868 members 
Entering Unmasked Estep 
Score: -12797682.000000 Penalty: 5705.295410
	Iteration 11F: 3 clusters Score -1.279768e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 88437 members 
Entering Unmasked Estep 
Score: -12802115.000000 Penalty: 5705.295410
	Iteration 12Q: 3 clusters Score -1.280212e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 91553 members 
Entering Unmasked Estep 
Score: -12804843.000000 Penalty: 5705.295410
	Iteration 13Q: 3 clusters Score -1.280484e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 93556 members 
Entering Unmasked Estep 
Score: -12806280.000000 Penalty: 5705.295410
	Iteration 14Q: 3 clusters Score -1.280628e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 94867 members 
Entering Unmasked Estep 
Score: -12807086.000000 Penalty: 5705.295410
	Iteration 15Q: 3 clusters Score -1.280709e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 95733 members 
Entering Unmasked Estep 
Score: -12807654.000000 Penalty: 5705.295410
	Iteration 16Q: 3 clusters Score -1.280765e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 96351 members 
Entering Unmasked Estep 
Score: -12807998.000000 Penalty: 5705.295410
	Iteration 17Q: 3 clusters Score -1.2808e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 96736 members 
Entering Unmasked Estep 
Score: -12808194.000000 Penalty: 5705.295410
	Iteration 18Q: 3 clusters Score -1.280819e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 96994 members 
Entering Unmasked Estep 
Score: -12808336.000000 Penalty: 5705.295410
	Iteration 19Q: 3 clusters Score -1.280834e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 97176 members 
Entering Unmasked Estep 
Score: -12808415.000000 Penalty: 5705.295410
	Iteration 20F: 3 clusters Score -1.280842e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 97299 members 
Entering Unmasked Estep 
Score: -12808468.000000 Penalty: 5705.295410
	Iteration 21Q: 3 clusters Score -1.280847e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 97398 members 
Entering Unmasked Estep 
Score: -12808550.000000 Penalty: 5705.295410
	Iteration 22Q: 3 clusters Score -1.280855e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 97503 members 
Entering Unmasked Estep 
Score: -12808560.000000 Penalty: 5705.295410
	Iteration 23Q: 3 clusters Score -1.280856e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 97577 members 
Entering Unmasked Estep 
Score: -12808596.000000 Penalty: 5705.295410
	Iteration 24Q: 3 clusters Score -1.28086e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 97629 members 
Entering Unmasked Estep 
Score: -12808635.000000 Penalty: 5705.295410
	Iteration 25Q: 3 clusters Score -1.280864e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 97662 members 
Entering Unmasked Estep 
Score: -12808645.000000 Penalty: 5705.295410
	Iteration 26Q: 3 clusters Score -1.280864e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 97702 members 
Entering Unmasked Estep 
Score: -12808659.000000 Penalty: 5705.295410
	Iteration 27Q: 3 clusters Score -1.280866e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 97732 members 
Entering Unmasked Estep 
Score: -12808669.000000 Penalty: 5705.295410
	Iteration 28Q: 3 clusters Score -1.280867e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 97761 members 
Entering Unmasked Estep 
Score: -12808684.000000 Penalty: 5705.295410
	Iteration 29Q: 3 clusters Score -1.280868e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 97776 members 
Entering Unmasked Estep 
Score: -12808700.000000 Penalty: 5705.295410
	Iteration 30Q: 3 clusters Score -1.28087e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 97792 members 
Entering Unmasked Estep 
Score: -12808704.000000 Penalty: 5705.295410
	Iteration 31Q: 3 clusters Score -1.28087e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 97798 members 
Entering Unmasked Estep 
Score: -12808714.000000 Penalty: 5705.295410
	Iteration 32Q: 3 clusters Score -1.280871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 97807 members 
Entering Unmasked Estep 
Score: -12808721.000000 Penalty: 5705.295410
	Iteration 33Q: 3 clusters Score -1.280872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 97815 members 
Entering Unmasked Estep 
Score: -12808705.000000 Penalty: 5705.295410
	Iteration 34Q: 3 clusters Score -1.28087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 97820 members 
Entering Unmasked Estep 
Score: -12808701.000000 Penalty: 5705.295410
	Iteration 35Q: 3 clusters Score -1.28087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 97826 members 
Entering Unmasked Estep 
Score: -12808711.000000 Penalty: 5705.295410
	Iteration 36Q: 3 clusters Score -1.280871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 97827 members 
Entering Unmasked Estep 
Score: -12808719.000000 Penalty: 5705.295410
	Iteration 37Q: 3 clusters Score -1.280872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 97826 members 
Entering Unmasked Estep 
Score: -12808721.000000 Penalty: 5705.295410
	Iteration 38Q: 3 clusters Score -1.280872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 97823 members 
Entering Unmasked Estep 
Score: -12808716.000000 Penalty: 5705.295410
	Iteration 39Q: 3 clusters Score -1.280872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 97826 members 
Entering Unmasked Estep 
Score: -12808729.000000 Penalty: 5705.295410
	Iteration 40F: 3 clusters Score -1.280873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 97826 members 
Entering Unmasked Estep 
Score: -12808723.000000 Penalty: 5705.295410
	Iteration 41Q: 3 clusters Score -1.280872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 97825 members 
Entering Unmasked Estep 
Score: -12808718.000000 Penalty: 5705.295410
	Iteration 42Q: 3 clusters Score -1.280872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 97825 members 
Entering Unmasked Estep 
Score: -12808718.000000 Penalty: 5705.295410
	Iteration 43F: 3 clusters Score -1.280872e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Entering Unmasked Estep 
Score: -1108428.375000 Penalty: 2250.225342
	Iteration 0F: 2 clusters Score -1108428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1101587.125000 Penalty: 4500.450684
	Iteration 0F: 3 clusters Score -1101587 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1103590.000000 Penalty: 4500.450684
	Iteration 1F: 3 clusters Score -1103590 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1104032.875000 Penalty: 4500.450684
	Iteration 2F: 3 clusters Score -1104033 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1104380.250000 Penalty: 4500.450684
	Iteration 3F: 3 clusters Score -1104380 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1104686.500000 Penalty: 4500.450684
	Iteration 4Q: 3 clusters Score -1104686 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1104937.000000 Penalty: 4500.450684
	Iteration 5Q: 3 clusters Score -1104937 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1105126.500000 Penalty: 4500.450684
	Iteration 6Q: 3 clusters Score -1105126 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1105254.875000 Penalty: 4500.450684
	Iteration 7Q: 3 clusters Score -1105255 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1105362.000000 Penalty: 4500.450684
	Iteration 8Q: 3 clusters Score -1105362 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1105457.250000 Penalty: 4500.450684
	Iteration 9Q: 3 clusters Score -1105457 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1105540.750000 Penalty: 4500.450684
	Iteration 10Q: 3 clusters Score -1105541 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1105619.875000 Penalty: 4500.450684
	Iteration 11Q: 3 clusters Score -1105620 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1105691.500000 Penalty: 4500.450684
	Iteration 12Q: 3 clusters Score -1105692 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1105758.125000 Penalty: 4500.450684
	Iteration 13Q: 3 clusters Score -1105758 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1105814.500000 Penalty: 4500.450684
	Iteration 14Q: 3 clusters Score -1105814 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1105877.750000 Penalty: 4500.450684
	Iteration 15Q: 3 clusters Score -1105878 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1105932.750000 Penalty: 4500.450684
	Iteration 16Q: 3 clusters Score -1105933 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1105998.250000 Penalty: 4500.450684
	Iteration 17Q: 3 clusters Score -1105998 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1106059.500000 Penalty: 4500.450684
	Iteration 18Q: 3 clusters Score -1106060 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1106111.875000 Penalty: 4500.450684
	Iteration 19Q: 3 clusters Score -1106112 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1106171.875000 Penalty: 4500.450684
	Iteration 20F: 3 clusters Score -1106172 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1106232.625000 Penalty: 4500.450684
	Iteration 21Q: 3 clusters Score -1106233 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1106286.000000 Penalty: 4500.450684
	Iteration 22Q: 3 clusters Score -1106286 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1106326.750000 Penalty: 4500.450684
	Iteration 23Q: 3 clusters Score -1106327 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1106364.875000 Penalty: 4500.450684
	Iteration 24Q: 3 clusters Score -1106365 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1106402.750000 Penalty: 4500.450684
	Iteration 25Q: 3 clusters Score -1106403 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1106427.625000 Penalty: 4500.450684
	Iteration 26Q: 3 clusters Score -1106428 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1106451.500000 Penalty: 4500.450684
	Iteration 27Q: 3 clusters Score -1106452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1106469.875000 Penalty: 4500.450684
	Iteration 28Q: 3 clusters Score -1106470 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1106485.250000 Penalty: 4500.450684
	Iteration 29Q: 3 clusters Score -1106485 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1106498.875000 Penalty: 4500.450684
	Iteration 30Q: 3 clusters Score -1106499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1106511.125000 Penalty: 4500.450684
	Iteration 31Q: 3 clusters Score -1106511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1106521.750000 Penalty: 4500.450684
	Iteration 32Q: 3 clusters Score -1106522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1106528.625000 Penalty: 4500.450684
	Iteration 33Q: 3 clusters Score -1106529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1106539.000000 Penalty: 4500.450684
	Iteration 34Q: 3 clusters Score -1106539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1106542.500000 Penalty: 4500.450684
	Iteration 35Q: 3 clusters Score -1106542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1106545.000000 Penalty: 4500.450684
	Iteration 36Q: 3 clusters Score -1106545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1106546.750000 Penalty: 4500.450684
	Iteration 37Q: 3 clusters Score -1106547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1106549.500000 Penalty: 4500.450684
	Iteration 38Q: 3 clusters Score -1106550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1106547.375000 Penalty: 4500.450684
	Iteration 39Q: 3 clusters Score -1106547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1106550.500000 Penalty: 4500.450684
	Iteration 40F: 3 clusters Score -1106550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1106554.250000 Penalty: 4500.450684
	Iteration 41Q: 3 clusters Score -1106554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1106554.750000 Penalty: 4500.450684
	Iteration 42Q: 3 clusters Score -1106555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1106557.000000 Penalty: 4500.450684
	Iteration 43Q: 3 clusters Score -1106557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1106556.500000 Penalty: 4500.450684
	Iteration 44Q: 3 clusters Score -1106556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1106556.500000 Penalty: 4500.450684
	Iteration 45F: 3 clusters Score -1106556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -32126.400391 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -32126.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30940.416016 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -30940.42 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -31399.794922 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -31399.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -31568.802734 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -31568.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -31743.910156 Penalty: 2868.777344
	Iteration 3F: 3 clusters Score -31743.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -31804.710938 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -31804.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -31836.164062 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -31836.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -31883.460938 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -31883.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -31930.345703 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -31930.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -31986.255859 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -31986.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -32003.267578 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -32003.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32012.572266 Penalty: 2868.777344
	Iteration 10Q: 3 clusters Score -32012.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -32019.765625 Penalty: 2868.777344
	Iteration 11Q: 3 clusters Score -32019.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -32021.494141 Penalty: 2868.777344
	Iteration 12F: 3 clusters Score -32021.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32030.585938 Penalty: 2868.777344
	Iteration 13Q: 3 clusters Score -32030.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -32030.585938 Penalty: 2868.777344
	Iteration 14F: 3 clusters Score -32030.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (117533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117533 members 
Entering Unmasked Estep 
Score: -15794919.000000 Penalty: 2895.269775
	Iteration 0F: 2 clusters Score -1.579492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58749 members 
Mstep: Class 2 contains 58784 members 
Entering Unmasked Estep 
Score: -15716934.000000 Penalty: 5790.539551
	Iteration 0F: 3 clusters Score -1.571693e+07 nChanged 55952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56703 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -15748927.000000 Penalty: 5790.539551
	Iteration 1F: 3 clusters Score -1.574893e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Mstep: Class 2 contains 62269 members 
Entering Unmasked Estep 
Score: -15750050.000000 Penalty: 5790.539551
	Iteration 2Q: 3 clusters Score -1.575005e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52968 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -15751580.000000 Penalty: 5790.539551
	Iteration 3Q: 3 clusters Score -1.575158e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 67900 members 
Entering Unmasked Estep 
Score: -15753968.000000 Penalty: 5790.539551
	Iteration 4Q: 3 clusters Score -1.575397e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 72554 members 
Entering Unmasked Estep 
Score: -15758043.000000 Penalty: 5790.539551
	Iteration 5F: 3 clusters Score -1.575804e+07 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 78453 members 
Entering Unmasked Estep 
Score: -15763210.000000 Penalty: 5790.539551
	Iteration 6F: 3 clusters Score -1.576321e+07 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 85147 members 
Entering Unmasked Estep 
Score: -15769555.000000 Penalty: 5790.539551
	Iteration 7F: 3 clusters Score -1.576956e+07 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 92310 members 
Entering Unmasked Estep 
Score: -15776094.000000 Penalty: 5790.539551
	Iteration 8F: 3 clusters Score -1.577609e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 98976 members 
Entering Unmasked Estep 
Score: -15781964.000000 Penalty: 5790.539551
	Iteration 9F: 3 clusters Score -1.578196e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 104545 members 
Entering Unmasked Estep 
Score: -15786480.000000 Penalty: 5790.539551
	Iteration 10Q: 3 clusters Score -1.578648e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 108726 members 
Entering Unmasked Estep 
Score: -15789435.000000 Penalty: 5790.539551
	Iteration 11Q: 3 clusters Score -1.578944e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 111500 members 
Entering Unmasked Estep 
Score: -15791255.000000 Penalty: 5790.539551
	Iteration 12Q: 3 clusters Score -1.579126e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 113310 members 
Entering Unmasked Estep 
Score: -15792406.000000 Penalty: 5790.539551
	Iteration 13Q: 3 clusters Score -1.579241e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 114386 members 
Entering Unmasked Estep 
Score: -15793093.000000 Penalty: 5790.539551
	Iteration 14Q: 3 clusters Score -1.579309e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 115048 members 
Entering Unmasked Estep 
Score: -15793447.000000 Penalty: 5790.539551
	Iteration 15Q: 3 clusters Score -1.579345e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 115462 members 
Entering Unmasked Estep 
Score: -15793608.000000 Penalty: 5790.539551
	Iteration 16Q: 3 clusters Score -1.579361e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 115709 members 
Entering Unmasked Estep 
Score: -15793759.000000 Penalty: 5790.539551
	Iteration 17Q: 3 clusters Score -1.579376e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 115863 members 
Entering Unmasked Estep 
Score: -15793804.000000 Penalty: 5790.539551
	Iteration 18Q: 3 clusters Score -1.57938e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 115973 members 
Entering Unmasked Estep 
Score: -15793816.000000 Penalty: 5790.539551
	Iteration 19Q: 3 clusters Score -1.579382e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 116048 members 
Entering Unmasked Estep 
Score: -15793856.000000 Penalty: 5790.539551
	Iteration 20F: 3 clusters Score -1.579386e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 116096 members 
Entering Unmasked Estep 
Score: -15793882.000000 Penalty: 5790.539551
	Iteration 21Q: 3 clusters Score -1.579388e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 116132 members 
Entering Unmasked Estep 
Score: -15793898.000000 Penalty: 5790.539551
	Iteration 22Q: 3 clusters Score -1.57939e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 116169 members 
Entering Unmasked Estep 
Score: -15793924.000000 Penalty: 5790.539551
	Iteration 23Q: 3 clusters Score -1.579392e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 116199 members 
Entering Unmasked Estep 
Score: -15793937.000000 Penalty: 5790.539551
	Iteration 24Q: 3 clusters Score -1.579394e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 116230 members 
Entering Unmasked Estep 
Score: -15793953.000000 Penalty: 5790.539551
	Iteration 25Q: 3 clusters Score -1.579395e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 116247 members 
Entering Unmasked Estep 
Score: -15793947.000000 Penalty: 5790.539551
	Iteration 26Q: 3 clusters Score -1.579395e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 116257 members 
Entering Unmasked Estep 
Score: -15793942.000000 Penalty: 5790.539551
	Iteration 27Q: 3 clusters Score -1.579394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 116264 members 
Entering Unmasked Estep 
Score: -15793930.000000 Penalty: 5790.539551
	Iteration 28Q: 3 clusters Score -1.579393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 116269 members 
Entering Unmasked Estep 
Score: -15793961.000000 Penalty: 5790.539551
	Iteration 29Q: 3 clusters Score -1.579396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 116279 members 
Entering Unmasked Estep 
Score: -15793967.000000 Penalty: 5790.539551
	Iteration 30Q: 3 clusters Score -1.579397e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 116288 members 
Entering Unmasked Estep 
Score: -15793953.000000 Penalty: 5790.539551
	Iteration 31Q: 3 clusters Score -1.579395e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 116297 members 
Entering Unmasked Estep 
Score: -15793966.000000 Penalty: 5790.539551
	Iteration 32Q: 3 clusters Score -1.579397e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 116306 members 
Entering Unmasked Estep 
Score: -15793969.000000 Penalty: 5790.539551
	Iteration 33Q: 3 clusters Score -1.579397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 116310 members 
Entering Unmasked Estep 
Score: -15793964.000000 Penalty: 5790.539551
	Iteration 34Q: 3 clusters Score -1.579396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 116314 members 
Entering Unmasked Estep 
Score: -15793959.000000 Penalty: 5790.539551
	Iteration 35Q: 3 clusters Score -1.579396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 116319 members 
Entering Unmasked Estep 
Score: -15793967.000000 Penalty: 5790.539551
	Iteration 36Q: 3 clusters Score -1.579397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 116326 members 
Entering Unmasked Estep 
Score: -15793976.000000 Penalty: 5790.539551
	Iteration 37Q: 3 clusters Score -1.579398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 116333 members 
Entering Unmasked Estep 
Score: -15793968.000000 Penalty: 5790.539551
	Iteration 38Q: 3 clusters Score -1.579397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 116343 members 
Entering Unmasked Estep 
Score: -15793979.000000 Penalty: 5790.539551
	Iteration 39Q: 3 clusters Score -1.579398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 116351 members 
Entering Unmasked Estep 
Score: -15793978.000000 Penalty: 5790.539551
	Iteration 40F: 3 clusters Score -1.579398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 116359 members 
Entering Unmasked Estep 
Score: -15793967.000000 Penalty: 5790.539551
	Iteration 41Q: 3 clusters Score -1.579397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 116361 members 
Entering Unmasked Estep 
Score: -15793975.000000 Penalty: 5790.539551
	Iteration 42Q: 3 clusters Score -1.579398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 116365 members 
Entering Unmasked Estep 
Score: -15793988.000000 Penalty: 5790.539551
	Iteration 43Q: 3 clusters Score -1.579399e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 116368 members 
Entering Unmasked Estep 
Score: -15793987.000000 Penalty: 5790.539551
	Iteration 44Q: 3 clusters Score -1.579399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 116370 members 
Entering Unmasked Estep 
Score: -15793988.000000 Penalty: 5790.539551
	Iteration 45Q: 3 clusters Score -1.579399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 116372 members 
Entering Unmasked Estep 
Score: -15793982.000000 Penalty: 5790.539551
	Iteration 46Q: 3 clusters Score -1.579398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 116376 members 
Entering Unmasked Estep 
Score: -15793998.000000 Penalty: 5790.539551
	Iteration 47Q: 3 clusters Score -1.5794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 116383 members 
Entering Unmasked Estep 
Score: -15793990.000000 Penalty: 5790.539551
	Iteration 48Q: 3 clusters Score -1.579399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 116387 members 
Entering Unmasked Estep 
Score: -15794001.000000 Penalty: 5790.539551
	Iteration 49Q: 3 clusters Score -1.5794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 116388 members 
Entering Unmasked Estep 
Score: -15793996.000000 Penalty: 5790.539551
	Iteration 50Q: 3 clusters Score -1.5794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 116389 members 
Entering Unmasked Estep 
Score: -15793998.000000 Penalty: 5790.539551
	Iteration 51Q: 3 clusters Score -1.5794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 116390 members 
Entering Unmasked Estep 
Score: -15793999.000000 Penalty: 5790.539551
	Iteration 52Q: 3 clusters Score -1.5794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 116390 members 
Entering Unmasked Estep 
Score: -15793999.000000 Penalty: 5790.539551
	Iteration 53F: 3 clusters Score -1.5794e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (178475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178475 members 
Entering Unmasked Estep 
Score: -23737728.000000 Penalty: 2998.866699
	Iteration 0F: 2 clusters Score -2.373773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89555 members 
Mstep: Class 2 contains 88920 members 
Entering Unmasked Estep 
Score: -23621768.000000 Penalty: 5997.733398
	Iteration 0F: 3 clusters Score -2.362177e+07 nChanged 85783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94160 members 
Mstep: Class 2 contains 84315 members 
Entering Unmasked Estep 
Score: -23671926.000000 Penalty: 5997.733398
	Iteration 1F: 3 clusters Score -2.367193e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97296 members 
Mstep: Class 2 contains 81179 members 
Entering Unmasked Estep 
Score: -23673182.000000 Penalty: 5997.733398
	Iteration 2Q: 3 clusters Score -2.367318e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102278 members 
Mstep: Class 2 contains 76197 members 
Entering Unmasked Estep 
Score: -23675096.000000 Penalty: 5997.733398
	Iteration 3Q: 3 clusters Score -2.36751e+07 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109927 members 
Mstep: Class 2 contains 68548 members 
Entering Unmasked Estep 
Score: -23678654.000000 Penalty: 5997.733398
	Iteration 4Q: 3 clusters Score -2.367865e+07 nChanged 11471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121204 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -23685468.000000 Penalty: 5997.733398
	Iteration 5F: 3 clusters Score -2.368547e+07 nChanged 15258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136432 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -23697790.000000 Penalty: 5997.733398
	Iteration 6F: 3 clusters Score -2.369779e+07 nChanged 16955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153373 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -23714138.000000 Penalty: 5997.733398
	Iteration 7F: 3 clusters Score -2.371414e+07 nChanged 14029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167398 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -23727330.000000 Penalty: 5997.733398
	Iteration 8F: 3 clusters Score -2.372733e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175041 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -23733170.000000 Penalty: 5997.733398
	Iteration 9Q: 3 clusters Score -2.373317e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177560 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -23734728.000000 Penalty: 5997.733398
	Iteration 10Q: 3 clusters Score -2.373473e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178092 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -23735010.000000 Penalty: 5997.733398
	Iteration 11Q: 3 clusters Score -2.373501e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178224 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -23735122.000000 Penalty: 5997.733398
	Iteration 12Q: 3 clusters Score -2.373512e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178261 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23735144.000000 Penalty: 5997.733398
	Iteration 13Q: 3 clusters Score -2.373514e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178271 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23735150.000000 Penalty: 5997.733398
	Iteration 14Q: 3 clusters Score -2.373515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178271 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -23735170.000000 Penalty: 5997.733398
	Iteration 15Q: 3 clusters Score -2.373517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178273 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -23735170.000000 Penalty: 5997.733398
	Iteration 16Q: 3 clusters Score -2.373517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178275 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -23735178.000000 Penalty: 5997.733398
	Iteration 17Q: 3 clusters Score -2.373518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178277 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23735168.000000 Penalty: 5997.733398
	Iteration 18Q: 3 clusters Score -2.373517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178277 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23735168.000000 Penalty: 5997.733398
	Iteration 19Q: 3 clusters Score -2.373517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178276 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23735168.000000 Penalty: 5997.733398
	Iteration 20F: 3 clusters Score -2.373517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178277 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23735174.000000 Penalty: 5997.733398
	Iteration 21Q: 3 clusters Score -2.373517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178277 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23735174.000000 Penalty: 5997.733398
	Iteration 22F: 3 clusters Score -2.373517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Entering Unmasked Estep 
Score: -836276.125000 Penalty: 2169.106689
	Iteration 0F: 2 clusters Score -836276.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -830941.687500 Penalty: 4338.213379
	Iteration 0F: 3 clusters Score -830941.7 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -832259.812500 Penalty: 4338.213379
	Iteration 1F: 3 clusters Score -832259.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -832488.625000 Penalty: 4338.213379
	Iteration 2F: 3 clusters Score -832488.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -832646.437500 Penalty: 4338.213379
	Iteration 3Q: 3 clusters Score -832646.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -832760.812500 Penalty: 4338.213379
	Iteration 4Q: 3 clusters Score -832760.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -832879.812500 Penalty: 4338.213379
	Iteration 5Q: 3 clusters Score -832879.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -832989.562500 Penalty: 4338.213379
	Iteration 6Q: 3 clusters Score -832989.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -833097.000000 Penalty: 4338.213379
	Iteration 7Q: 3 clusters Score -833097 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -833204.187500 Penalty: 4338.213379
	Iteration 8Q: 3 clusters Score -833204.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -833328.687500 Penalty: 4338.213379
	Iteration 9Q: 3 clusters Score -833328.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -833439.312500 Penalty: 4338.213379
	Iteration 10Q: 3 clusters Score -833439.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -833539.875000 Penalty: 4338.213379
	Iteration 11Q: 3 clusters Score -833539.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -833647.187500 Penalty: 4338.213379
	Iteration 12Q: 3 clusters Score -833647.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -833740.687500 Penalty: 4338.213379
	Iteration 13Q: 3 clusters Score -833740.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -833830.500000 Penalty: 4338.213379
	Iteration 14Q: 3 clusters Score -833830.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -833926.187500 Penalty: 4338.213379
	Iteration 15Q: 3 clusters Score -833926.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -834027.312500 Penalty: 4338.213379
	Iteration 16Q: 3 clusters Score -834027.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -834118.062500 Penalty: 4338.213379
	Iteration 17Q: 3 clusters Score -834118.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -834198.312500 Penalty: 4338.213379
	Iteration 18Q: 3 clusters Score -834198.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -834259.750000 Penalty: 4338.213379
	Iteration 19Q: 3 clusters Score -834259.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -834311.250000 Penalty: 4338.213379
	Iteration 20F: 3 clusters Score -834311.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -834349.437500 Penalty: 4338.213379
	Iteration 21Q: 3 clusters Score -834349.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -834386.875000 Penalty: 4338.213379
	Iteration 22Q: 3 clusters Score -834386.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -834425.375000 Penalty: 4338.213379
	Iteration 23Q: 3 clusters Score -834425.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -834470.750000 Penalty: 4338.213379
	Iteration 24Q: 3 clusters Score -834470.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -834517.875000 Penalty: 4338.213379
	Iteration 25Q: 3 clusters Score -834517.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -834555.562500 Penalty: 4338.213379
	Iteration 26Q: 3 clusters Score -834555.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -834578.062500 Penalty: 4338.213379
	Iteration 27Q: 3 clusters Score -834578.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -834599.062500 Penalty: 4338.213379
	Iteration 28Q: 3 clusters Score -834599.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -834612.062500 Penalty: 4338.213379
	Iteration 29Q: 3 clusters Score -834612.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -834627.625000 Penalty: 4338.213379
	Iteration 30Q: 3 clusters Score -834627.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -834643.250000 Penalty: 4338.213379
	Iteration 31Q: 3 clusters Score -834643.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -834657.937500 Penalty: 4338.213379
	Iteration 32Q: 3 clusters Score -834657.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -834670.437500 Penalty: 4338.213379
	Iteration 33Q: 3 clusters Score -834670.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -834680.750000 Penalty: 4338.213379
	Iteration 34Q: 3 clusters Score -834680.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -834691.375000 Penalty: 4338.213379
	Iteration 35Q: 3 clusters Score -834691.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -834698.562500 Penalty: 4338.213379
	Iteration 36Q: 3 clusters Score -834698.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -834701.375000 Penalty: 4338.213379
	Iteration 37Q: 3 clusters Score -834701.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -834705.437500 Penalty: 4338.213379
	Iteration 38Q: 3 clusters Score -834705.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -834706.062500 Penalty: 4338.213379
	Iteration 39Q: 3 clusters Score -834706.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -834708.687500 Penalty: 4338.213379
	Iteration 40F: 3 clusters Score -834708.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -834707.562500 Penalty: 4338.213379
	Iteration 41Q: 3 clusters Score -834707.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -834708.500000 Penalty: 4338.213379
	Iteration 42Q: 3 clusters Score -834708.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -834709.125000 Penalty: 4338.213379
	Iteration 43Q: 3 clusters Score -834709.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -834709.125000 Penalty: 4338.213379
	Iteration 44F: 3 clusters Score -834709.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Entering Unmasked Estep 
Score: -1495755.125000 Penalty: 2312.800781
	Iteration 0F: 2 clusters Score -1495755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1487276.750000 Penalty: 4625.601562
	Iteration 0F: 3 clusters Score -1487277 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1489741.875000 Penalty: 4625.601562
	Iteration 1F: 3 clusters Score -1489742 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1490107.250000 Penalty: 4625.601562
	Iteration 2F: 3 clusters Score -1490107 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1490519.375000 Penalty: 4625.601562
	Iteration 3F: 3 clusters Score -1490519 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1491008.375000 Penalty: 4625.601562
	Iteration 4F: 3 clusters Score -1491008 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1491547.250000 Penalty: 4625.601562
	Iteration 5F: 3 clusters Score -1491547 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1492061.000000 Penalty: 4625.601562
	Iteration 6F: 3 clusters Score -1492061 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1492482.625000 Penalty: 4625.601562
	Iteration 7F: 3 clusters Score -1492483 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1492873.000000 Penalty: 4625.601562
	Iteration 8F: 3 clusters Score -1492873 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1493206.375000 Penalty: 4625.601562
	Iteration 9Q: 3 clusters Score -1493206 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1493503.625000 Penalty: 4625.601562
	Iteration 10Q: 3 clusters Score -1493504 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1493746.750000 Penalty: 4625.601562
	Iteration 11Q: 3 clusters Score -1493747 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1493943.875000 Penalty: 4625.601562
	Iteration 12Q: 3 clusters Score -1493944 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1494062.750000 Penalty: 4625.601562
	Iteration 13Q: 3 clusters Score -1494063 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1494133.625000 Penalty: 4625.601562
	Iteration 14Q: 3 clusters Score -1494134 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1494183.750000 Penalty: 4625.601562
	Iteration 15Q: 3 clusters Score -1494184 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1494208.125000 Penalty: 4625.601562
	Iteration 16Q: 3 clusters Score -1494208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1494224.500000 Penalty: 4625.601562
	Iteration 17Q: 3 clusters Score -1494224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1494238.125000 Penalty: 4625.601562
	Iteration 18Q: 3 clusters Score -1494238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1494247.375000 Penalty: 4625.601562
	Iteration 19Q: 3 clusters Score -1494247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1494253.875000 Penalty: 4625.601562
	Iteration 20F: 3 clusters Score -1494254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1494260.000000 Penalty: 4625.601562
	Iteration 21Q: 3 clusters Score -1494260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1494266.250000 Penalty: 4625.601562
	Iteration 22Q: 3 clusters Score -1494266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1494274.375000 Penalty: 4625.601562
	Iteration 23Q: 3 clusters Score -1494274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1494285.750000 Penalty: 4625.601562
	Iteration 24Q: 3 clusters Score -1494286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1494298.875000 Penalty: 4625.601562
	Iteration 25Q: 3 clusters Score -1494299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1494316.750000 Penalty: 4625.601562
	Iteration 26Q: 3 clusters Score -1494317 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1494346.875000 Penalty: 4625.601562
	Iteration 27Q: 3 clusters Score -1494347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1494365.750000 Penalty: 4625.601562
	Iteration 28Q: 3 clusters Score -1494366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1494380.750000 Penalty: 4625.601562
	Iteration 29Q: 3 clusters Score -1494381 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1494393.125000 Penalty: 4625.601562
	Iteration 30Q: 3 clusters Score -1494393 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1494405.750000 Penalty: 4625.601562
	Iteration 31Q: 3 clusters Score -1494406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1494417.375000 Penalty: 4625.601562
	Iteration 32Q: 3 clusters Score -1494417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1494425.500000 Penalty: 4625.601562
	Iteration 33Q: 3 clusters Score -1494426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1494432.125000 Penalty: 4625.601562
	Iteration 34Q: 3 clusters Score -1494432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1494433.625000 Penalty: 4625.601562
	Iteration 35Q: 3 clusters Score -1494434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1494435.125000 Penalty: 4625.601562
	Iteration 36Q: 3 clusters Score -1494435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1494438.500000 Penalty: 4625.601562
	Iteration 37Q: 3 clusters Score -1494438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1494436.375000 Penalty: 4625.601562
	Iteration 38Q: 3 clusters Score -1494436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1494436.250000 Penalty: 4625.601562
	Iteration 39Q: 3 clusters Score -1494436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1494436.250000 Penalty: 4625.601562
	Iteration 40F: 3 clusters Score -1494436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (169385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169385 members 
Entering Unmasked Estep 
Score: -22644500.000000 Penalty: 2985.902588
	Iteration 0F: 2 clusters Score -2.26445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84731 members 
Mstep: Class 2 contains 84654 members 
Entering Unmasked Estep 
Score: -22537572.000000 Penalty: 5971.805176
	Iteration 0F: 3 clusters Score -2.253757e+07 nChanged 81286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83863 members 
Mstep: Class 2 contains 85522 members 
Entering Unmasked Estep 
Score: -22584754.000000 Penalty: 5971.805176
	Iteration 1F: 3 clusters Score -2.258475e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83080 members 
Mstep: Class 2 contains 86305 members 
Entering Unmasked Estep 
Score: -22585838.000000 Penalty: 5971.805176
	Iteration 2Q: 3 clusters Score -2.258584e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81726 members 
Mstep: Class 2 contains 87659 members 
Entering Unmasked Estep 
Score: -22587036.000000 Penalty: 5971.805176
	Iteration 3Q: 3 clusters Score -2.258704e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79550 members 
Mstep: Class 2 contains 89835 members 
Entering Unmasked Estep 
Score: -22588512.000000 Penalty: 5971.805176
	Iteration 4Q: 3 clusters Score -2.258851e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76220 members 
Mstep: Class 2 contains 93165 members 
Entering Unmasked Estep 
Score: -22591070.000000 Penalty: 5971.805176
	Iteration 5Q: 3 clusters Score -2.259107e+07 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71411 members 
Mstep: Class 2 contains 97974 members 
Entering Unmasked Estep 
Score: -22594608.000000 Penalty: 5971.805176
	Iteration 6Q: 3 clusters Score -2.259461e+07 nChanged 9735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65324 members 
Mstep: Class 2 contains 104061 members 
Entering Unmasked Estep 
Score: -22599340.000000 Penalty: 5971.805176
	Iteration 7F: 3 clusters Score -2.259934e+07 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58296 members 
Mstep: Class 2 contains 111089 members 
Entering Unmasked Estep 
Score: -22605310.000000 Penalty: 5971.805176
	Iteration 8F: 3 clusters Score -2.260531e+07 nChanged 10769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50997 members 
Mstep: Class 2 contains 118388 members 
Entering Unmasked Estep 
Score: -22611740.000000 Penalty: 5971.805176
	Iteration 9F: 3 clusters Score -2.261174e+07 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 125336 members 
Entering Unmasked Estep 
Score: -22618742.000000 Penalty: 5971.805176
	Iteration 10F: 3 clusters Score -2.261874e+07 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 131154 members 
Entering Unmasked Estep 
Score: -22625728.000000 Penalty: 5971.805176
	Iteration 11F: 3 clusters Score -2.262573e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 135186 members 
Entering Unmasked Estep 
Score: -22631558.000000 Penalty: 5971.805176
	Iteration 12Q: 3 clusters Score -2.263156e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 137662 members 
Entering Unmasked Estep 
Score: -22635780.000000 Penalty: 5971.805176
	Iteration 13Q: 3 clusters Score -2.263578e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 139367 members 
Entering Unmasked Estep 
Score: -22638308.000000 Penalty: 5971.805176
	Iteration 14Q: 3 clusters Score -2.263831e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 140751 members 
Entering Unmasked Estep 
Score: -22640208.000000 Penalty: 5971.805176
	Iteration 15Q: 3 clusters Score -2.264021e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 142053 members 
Entering Unmasked Estep 
Score: -22641586.000000 Penalty: 5971.805176
	Iteration 16Q: 3 clusters Score -2.264159e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 143174 members 
Entering Unmasked Estep 
Score: -22642660.000000 Penalty: 5971.805176
	Iteration 17Q: 3 clusters Score -2.264266e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 144205 members 
Entering Unmasked Estep 
Score: -22643416.000000 Penalty: 5971.805176
	Iteration 18Q: 3 clusters Score -2.264342e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 145115 members 
Entering Unmasked Estep 
Score: -22643920.000000 Penalty: 5971.805176
	Iteration 19Q: 3 clusters Score -2.264392e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 145918 members 
Entering Unmasked Estep 
Score: -22644480.000000 Penalty: 5971.805176
	Iteration 20F: 3 clusters Score -2.264448e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 146661 members 
Entering Unmasked Estep 
Score: -22644754.000000 Penalty: 5971.805176
	Iteration 21Q: 3 clusters Score -2.264475e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 147403 members 
Entering Unmasked Estep 
Score: -22645060.000000 Penalty: 5971.805176
	Iteration 22Q: 3 clusters Score -2.264506e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 148055 members 
Entering Unmasked Estep 
Score: -22645064.000000 Penalty: 5971.805176
	Iteration 23Q: 3 clusters Score -2.264506e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 148733 members 
Entering Unmasked Estep 
Score: -22645134.000000 Penalty: 5971.805176
	Iteration 24Q: 3 clusters Score -2.264513e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 149379 members 
Entering Unmasked Estep 
Score: -22645278.000000 Penalty: 5971.805176
	Iteration 25Q: 3 clusters Score -2.264528e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 149989 members 
Entering Unmasked Estep 
Score: -22645320.000000 Penalty: 5971.805176
	Iteration 26Q: 3 clusters Score -2.264532e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 150548 members 
Entering Unmasked Estep 
Score: -22645342.000000 Penalty: 5971.805176
	Iteration 27Q: 3 clusters Score -2.264534e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 151099 members 
Entering Unmasked Estep 
Score: -22645412.000000 Penalty: 5971.805176
	Iteration 28Q: 3 clusters Score -2.264541e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 151643 members 
Entering Unmasked Estep 
Score: -22645422.000000 Penalty: 5971.805176
	Iteration 29Q: 3 clusters Score -2.264542e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 152162 members 
Entering Unmasked Estep 
Score: -22645558.000000 Penalty: 5971.805176
	Iteration 30Q: 3 clusters Score -2.264556e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 152668 members 
Entering Unmasked Estep 
Score: -22645612.000000 Penalty: 5971.805176
	Iteration 31Q: 3 clusters Score -2.264561e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 153146 members 
Entering Unmasked Estep 
Score: -22645758.000000 Penalty: 5971.805176
	Iteration 32Q: 3 clusters Score -2.264576e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 153605 members 
Entering Unmasked Estep 
Score: -22645836.000000 Penalty: 5971.805176
	Iteration 33Q: 3 clusters Score -2.264584e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 154048 members 
Entering Unmasked Estep 
Score: -22645842.000000 Penalty: 5971.805176
	Iteration 34Q: 3 clusters Score -2.264584e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 154446 members 
Entering Unmasked Estep 
Score: -22645818.000000 Penalty: 5971.805176
	Iteration 35Q: 3 clusters Score -2.264582e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 154828 members 
Entering Unmasked Estep 
Score: -22645756.000000 Penalty: 5971.805176
	Iteration 36Q: 3 clusters Score -2.264576e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 155206 members 
Entering Unmasked Estep 
Score: -22645776.000000 Penalty: 5971.805176
	Iteration 37Q: 3 clusters Score -2.264578e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 155561 members 
Entering Unmasked Estep 
Score: -22645838.000000 Penalty: 5971.805176
	Iteration 38Q: 3 clusters Score -2.264584e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 155908 members 
Entering Unmasked Estep 
Score: -22645842.000000 Penalty: 5971.805176
	Iteration 39Q: 3 clusters Score -2.264584e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 156238 members 
Entering Unmasked Estep 
Score: -22645844.000000 Penalty: 5971.805176
	Iteration 40F: 3 clusters Score -2.264584e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 156525 members 
Entering Unmasked Estep 
Score: -22645820.000000 Penalty: 5971.805176
	Iteration 41Q: 3 clusters Score -2.264582e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 156794 members 
Entering Unmasked Estep 
Score: -22645852.000000 Penalty: 5971.805176
	Iteration 42Q: 3 clusters Score -2.264585e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 157049 members 
Entering Unmasked Estep 
Score: -22645886.000000 Penalty: 5971.805176
	Iteration 43Q: 3 clusters Score -2.264589e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 157271 members 
Entering Unmasked Estep 
Score: -22645796.000000 Penalty: 5971.805176
	Iteration 44Q: 3 clusters Score -2.26458e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 157486 members 
Entering Unmasked Estep 
Score: -22645772.000000 Penalty: 5971.805176
	Iteration 45Q: 3 clusters Score -2.264577e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 157702 members 
Entering Unmasked Estep 
Score: -22645760.000000 Penalty: 5971.805176
	Iteration 46Q: 3 clusters Score -2.264576e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 157929 members 
Entering Unmasked Estep 
Score: -22645702.000000 Penalty: 5971.805176
	Iteration 47Q: 3 clusters Score -2.26457e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 158178 members 
Entering Unmasked Estep 
Score: -22645682.000000 Penalty: 5971.805176
	Iteration 48Q: 3 clusters Score -2.264568e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 158430 members 
Entering Unmasked Estep 
Score: -22645654.000000 Penalty: 5971.805176
	Iteration 49Q: 3 clusters Score -2.264565e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 158665 members 
Entering Unmasked Estep 
Score: -22645592.000000 Penalty: 5971.805176
	Iteration 50Q: 3 clusters Score -2.264559e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 158878 members 
Entering Unmasked Estep 
Score: -22645580.000000 Penalty: 5971.805176
	Iteration 51Q: 3 clusters Score -2.264558e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 159081 members 
Entering Unmasked Estep 
Score: -22645562.000000 Penalty: 5971.805176
	Iteration 52Q: 3 clusters Score -2.264556e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 159266 members 
Entering Unmasked Estep 
Score: -22645502.000000 Penalty: 5971.805176
	Iteration 53Q: 3 clusters Score -2.26455e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 159413 members 
Entering Unmasked Estep 
Score: -22645538.000000 Penalty: 5971.805176
	Iteration 54Q: 3 clusters Score -2.264554e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 159571 members 
Entering Unmasked Estep 
Score: -22645446.000000 Penalty: 5971.805176
	Iteration 55Q: 3 clusters Score -2.264545e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 159719 members 
Entering Unmasked Estep 
Score: -22645420.000000 Penalty: 5971.805176
	Iteration 56Q: 3 clusters Score -2.264542e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 159876 members 
Entering Unmasked Estep 
Score: -22645376.000000 Penalty: 5971.805176
	Iteration 57Q: 3 clusters Score -2.264538e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 160013 members 
Entering Unmasked Estep 
Score: -22645426.000000 Penalty: 5971.805176
	Iteration 58Q: 3 clusters Score -2.264543e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 160168 members 
Entering Unmasked Estep 
Score: -22645402.000000 Penalty: 5971.805176
	Iteration 59Q: 3 clusters Score -2.26454e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 160291 members 
Entering Unmasked Estep 
Score: -22645326.000000 Penalty: 5971.805176
	Iteration 60F: 3 clusters Score -2.264533e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 160428 members 
Entering Unmasked Estep 
Score: -22645310.000000 Penalty: 5971.805176
	Iteration 61Q: 3 clusters Score -2.264531e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 160546 members 
Entering Unmasked Estep 
Score: -22645270.000000 Penalty: 5971.805176
	Iteration 62Q: 3 clusters Score -2.264527e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 160647 members 
Entering Unmasked Estep 
Score: -22645240.000000 Penalty: 5971.805176
	Iteration 63Q: 3 clusters Score -2.264524e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 160746 members 
Entering Unmasked Estep 
Score: -22645200.000000 Penalty: 5971.805176
	Iteration 64Q: 3 clusters Score -2.26452e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 160852 members 
Entering Unmasked Estep 
Score: -22645140.000000 Penalty: 5971.805176
	Iteration 65Q: 3 clusters Score -2.264514e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 160969 members 
Entering Unmasked Estep 
Score: -22645094.000000 Penalty: 5971.805176
	Iteration 66Q: 3 clusters Score -2.264509e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 161076 members 
Entering Unmasked Estep 
Score: -22645096.000000 Penalty: 5971.805176
	Iteration 67Q: 3 clusters Score -2.26451e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 161171 members 
Entering Unmasked Estep 
Score: -22645054.000000 Penalty: 5971.805176
	Iteration 68Q: 3 clusters Score -2.264505e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 161255 members 
Entering Unmasked Estep 
Score: -22645018.000000 Penalty: 5971.805176
	Iteration 69Q: 3 clusters Score -2.264502e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 161339 members 
Entering Unmasked Estep 
Score: -22644986.000000 Penalty: 5971.805176
	Iteration 70Q: 3 clusters Score -2.264499e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 161421 members 
Entering Unmasked Estep 
Score: -22644968.000000 Penalty: 5971.805176
	Iteration 71Q: 3 clusters Score -2.264497e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 161499 members 
Entering Unmasked Estep 
Score: -22644936.000000 Penalty: 5971.805176
	Iteration 72Q: 3 clusters Score -2.264494e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 161577 members 
Entering Unmasked Estep 
Score: -22644910.000000 Penalty: 5971.805176
	Iteration 73Q: 3 clusters Score -2.264491e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 161638 members 
Entering Unmasked Estep 
Score: -22644898.000000 Penalty: 5971.805176
	Iteration 74Q: 3 clusters Score -2.26449e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 161704 members 
Entering Unmasked Estep 
Score: -22644864.000000 Penalty: 5971.805176
	Iteration 75Q: 3 clusters Score -2.264486e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 161762 members 
Entering Unmasked Estep 
Score: -22644862.000000 Penalty: 5971.805176
	Iteration 76Q: 3 clusters Score -2.264486e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 161819 members 
Entering Unmasked Estep 
Score: -22644842.000000 Penalty: 5971.805176
	Iteration 77Q: 3 clusters Score -2.264484e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 161873 members 
Entering Unmasked Estep 
Score: -22644814.000000 Penalty: 5971.805176
	Iteration 78Q: 3 clusters Score -2.264481e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 161923 members 
Entering Unmasked Estep 
Score: -22644806.000000 Penalty: 5971.805176
	Iteration 79Q: 3 clusters Score -2.264481e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 161987 members 
Entering Unmasked Estep 
Score: -22644718.000000 Penalty: 5971.805176
	Iteration 80F: 3 clusters Score -2.264472e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 162056 members 
Entering Unmasked Estep 
Score: -22644758.000000 Penalty: 5971.805176
	Iteration 81Q: 3 clusters Score -2.264476e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 162129 members 
Entering Unmasked Estep 
Score: -22644736.000000 Penalty: 5971.805176
	Iteration 82Q: 3 clusters Score -2.264474e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 162197 members 
Entering Unmasked Estep 
Score: -22644738.000000 Penalty: 5971.805176
	Iteration 83Q: 3 clusters Score -2.264474e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 162285 members 
Entering Unmasked Estep 
Score: -22644726.000000 Penalty: 5971.805176
	Iteration 84Q: 3 clusters Score -2.264473e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 162362 members 
Entering Unmasked Estep 
Score: -22644720.000000 Penalty: 5971.805176
	Iteration 85Q: 3 clusters Score -2.264472e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 162438 members 
Entering Unmasked Estep 
Score: -22644720.000000 Penalty: 5971.805176
	Iteration 86Q: 3 clusters Score -2.264472e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 162511 members 
Entering Unmasked Estep 
Score: -22644698.000000 Penalty: 5971.805176
	Iteration 87Q: 3 clusters Score -2.26447e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 162578 members 
Entering Unmasked Estep 
Score: -22644652.000000 Penalty: 5971.805176
	Iteration 88Q: 3 clusters Score -2.264465e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 162649 members 
Entering Unmasked Estep 
Score: -22644646.000000 Penalty: 5971.805176
	Iteration 89Q: 3 clusters Score -2.264465e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 162704 members 
Entering Unmasked Estep 
Score: -22644618.000000 Penalty: 5971.805176
	Iteration 90Q: 3 clusters Score -2.264462e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 162766 members 
Entering Unmasked Estep 
Score: -22644608.000000 Penalty: 5971.805176
	Iteration 91Q: 3 clusters Score -2.264461e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 162825 members 
Entering Unmasked Estep 
Score: -22644566.000000 Penalty: 5971.805176
	Iteration 92Q: 3 clusters Score -2.264457e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 162877 members 
Entering Unmasked Estep 
Score: -22644552.000000 Penalty: 5971.805176
	Iteration 93Q: 3 clusters Score -2.264455e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 162934 members 
Entering Unmasked Estep 
Score: -22644538.000000 Penalty: 5971.805176
	Iteration 94Q: 3 clusters Score -2.264454e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 162983 members 
Entering Unmasked Estep 
Score: -22644508.000000 Penalty: 5971.805176
	Iteration 95Q: 3 clusters Score -2.264451e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 163029 members 
Entering Unmasked Estep 
Score: -22644506.000000 Penalty: 5971.805176
	Iteration 96Q: 3 clusters Score -2.264451e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 163066 members 
Entering Unmasked Estep 
Score: -22644522.000000 Penalty: 5971.805176
	Iteration 97Q: 3 clusters Score -2.264452e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 163094 members 
Entering Unmasked Estep 
Score: -22644500.000000 Penalty: 5971.805176
	Iteration 98Q: 3 clusters Score -2.26445e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 163128 members 
Entering Unmasked Estep 
Score: -22644464.000000 Penalty: 5971.805176
	Iteration 99Q: 3 clusters Score -2.264446e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 163156 members 
Entering Unmasked Estep 
Score: -22644460.000000 Penalty: 5971.805176
	Iteration 100F: 3 clusters Score -2.264446e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 163178 members 
Entering Unmasked Estep 
Score: -22644466.000000 Penalty: 5971.805176
	Iteration 101Q: 3 clusters Score -2.264447e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 163190 members 
Entering Unmasked Estep 
Score: -22644446.000000 Penalty: 5971.805176
	Iteration 102Q: 3 clusters Score -2.264445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 163194 members 
Entering Unmasked Estep 
Score: -22644440.000000 Penalty: 5971.805176
	Iteration 103Q: 3 clusters Score -2.264444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 163198 members 
Entering Unmasked Estep 
Score: -22644458.000000 Penalty: 5971.805176
	Iteration 104Q: 3 clusters Score -2.264446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 163199 members 
Entering Unmasked Estep 
Score: -22644454.000000 Penalty: 5971.805176
	Iteration 105Q: 3 clusters Score -2.264445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 163208 members 
Entering Unmasked Estep 
Score: -22644438.000000 Penalty: 5971.805176
	Iteration 106Q: 3 clusters Score -2.264444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 163218 members 
Entering Unmasked Estep 
Score: -22644440.000000 Penalty: 5971.805176
	Iteration 107Q: 3 clusters Score -2.264444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 163224 members 
Entering Unmasked Estep 
Score: -22644460.000000 Penalty: 5971.805176
	Iteration 108Q: 3 clusters Score -2.264446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 163232 members 
Entering Unmasked Estep 
Score: -22644452.000000 Penalty: 5971.805176
	Iteration 109Q: 3 clusters Score -2.264445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 163238 members 
Entering Unmasked Estep 
Score: -22644446.000000 Penalty: 5971.805176
	Iteration 110Q: 3 clusters Score -2.264445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 163244 members 
Entering Unmasked Estep 
Score: -22644460.000000 Penalty: 5971.805176
	Iteration 111Q: 3 clusters Score -2.264446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 163252 members 
Entering Unmasked Estep 
Score: -22644466.000000 Penalty: 5971.805176
	Iteration 112Q: 3 clusters Score -2.264447e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 163269 members 
Entering Unmasked Estep 
Score: -22644466.000000 Penalty: 5971.805176
	Iteration 113Q: 3 clusters Score -2.264447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 163283 members 
Entering Unmasked Estep 
Score: -22644442.000000 Penalty: 5971.805176
	Iteration 114Q: 3 clusters Score -2.264444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 163297 members 
Entering Unmasked Estep 
Score: -22644408.000000 Penalty: 5971.805176
	Iteration 115Q: 3 clusters Score -2.264441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 163310 members 
Entering Unmasked Estep 
Score: -22644374.000000 Penalty: 5971.805176
	Iteration 116Q: 3 clusters Score -2.264437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 163320 members 
Entering Unmasked Estep 
Score: -22644396.000000 Penalty: 5971.805176
	Iteration 117Q: 3 clusters Score -2.26444e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 163332 members 
Entering Unmasked Estep 
Score: -22644396.000000 Penalty: 5971.805176
	Iteration 118Q: 3 clusters Score -2.26444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 163346 members 
Entering Unmasked Estep 
Score: -22644410.000000 Penalty: 5971.805176
	Iteration 119Q: 3 clusters Score -2.264441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 163359 members 
Entering Unmasked Estep 
Score: -22644414.000000 Penalty: 5971.805176
	Iteration 120F: 3 clusters Score -2.264441e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 163375 members 
Entering Unmasked Estep 
Score: -22644418.000000 Penalty: 5971.805176
	Iteration 121Q: 3 clusters Score -2.264442e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 163386 members 
Entering Unmasked Estep 
Score: -22644398.000000 Penalty: 5971.805176
	Iteration 122Q: 3 clusters Score -2.26444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 163397 members 
Entering Unmasked Estep 
Score: -22644388.000000 Penalty: 5971.805176
	Iteration 123Q: 3 clusters Score -2.264439e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 163405 members 
Entering Unmasked Estep 
Score: -22644366.000000 Penalty: 5971.805176
	Iteration 124Q: 3 clusters Score -2.264437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 163412 members 
Entering Unmasked Estep 
Score: -22644364.000000 Penalty: 5971.805176
	Iteration 125Q: 3 clusters Score -2.264436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 163422 members 
Entering Unmasked Estep 
Score: -22644374.000000 Penalty: 5971.805176
	Iteration 126Q: 3 clusters Score -2.264437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 163432 members 
Entering Unmasked Estep 
Score: -22644376.000000 Penalty: 5971.805176
	Iteration 127Q: 3 clusters Score -2.264438e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 163442 members 
Entering Unmasked Estep 
Score: -22644372.000000 Penalty: 5971.805176
	Iteration 128Q: 3 clusters Score -2.264437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 163453 members 
Entering Unmasked Estep 
Score: -22644352.000000 Penalty: 5971.805176
	Iteration 129Q: 3 clusters Score -2.264435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 163463 members 
Entering Unmasked Estep 
Score: -22644320.000000 Penalty: 5971.805176
	Iteration 130Q: 3 clusters Score -2.264432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 163476 members 
Entering Unmasked Estep 
Score: -22644316.000000 Penalty: 5971.805176
	Iteration 131Q: 3 clusters Score -2.264432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 163484 members 
Entering Unmasked Estep 
Score: -22644326.000000 Penalty: 5971.805176
	Iteration 132Q: 3 clusters Score -2.264433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 163492 members 
Entering Unmasked Estep 
Score: -22644302.000000 Penalty: 5971.805176
	Iteration 133Q: 3 clusters Score -2.26443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 163502 members 
Entering Unmasked Estep 
Score: -22644304.000000 Penalty: 5971.805176
	Iteration 134Q: 3 clusters Score -2.26443e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 163514 members 
Entering Unmasked Estep 
Score: -22644308.000000 Penalty: 5971.805176
	Iteration 135Q: 3 clusters Score -2.264431e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 163531 members 
Entering Unmasked Estep 
Score: -22644302.000000 Penalty: 5971.805176
	Iteration 136Q: 3 clusters Score -2.26443e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 163551 members 
Entering Unmasked Estep 
Score: -22644270.000000 Penalty: 5971.805176
	Iteration 137Q: 3 clusters Score -2.264427e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 163567 members 
Entering Unmasked Estep 
Score: -22644256.000000 Penalty: 5971.805176
	Iteration 138Q: 3 clusters Score -2.264426e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 163587 members 
Entering Unmasked Estep 
Score: -22644250.000000 Penalty: 5971.805176
	Iteration 139Q: 3 clusters Score -2.264425e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 163610 members 
Entering Unmasked Estep 
Score: -22644268.000000 Penalty: 5971.805176
	Iteration 140F: 3 clusters Score -2.264427e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 163636 members 
Entering Unmasked Estep 
Score: -22644232.000000 Penalty: 5971.805176
	Iteration 141Q: 3 clusters Score -2.264423e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 163661 members 
Entering Unmasked Estep 
Score: -22644214.000000 Penalty: 5971.805176
	Iteration 142Q: 3 clusters Score -2.264421e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 163681 members 
Entering Unmasked Estep 
Score: -22644210.000000 Penalty: 5971.805176
	Iteration 143Q: 3 clusters Score -2.264421e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 163702 members 
Entering Unmasked Estep 
Score: -22644202.000000 Penalty: 5971.805176
	Iteration 144Q: 3 clusters Score -2.26442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 163716 members 
Entering Unmasked Estep 
Score: -22644198.000000 Penalty: 5971.805176
	Iteration 145Q: 3 clusters Score -2.26442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 163726 members 
Entering Unmasked Estep 
Score: -22644228.000000 Penalty: 5971.805176
	Iteration 146Q: 3 clusters Score -2.264423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 163737 members 
Entering Unmasked Estep 
Score: -22644206.000000 Penalty: 5971.805176
	Iteration 147Q: 3 clusters Score -2.264421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 163750 members 
Entering Unmasked Estep 
Score: -22644218.000000 Penalty: 5971.805176
	Iteration 148Q: 3 clusters Score -2.264422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 163762 members 
Entering Unmasked Estep 
Score: -22644224.000000 Penalty: 5971.805176
	Iteration 149Q: 3 clusters Score -2.264422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 163775 members 
Entering Unmasked Estep 
Score: -22644224.000000 Penalty: 5971.805176
	Iteration 150Q: 3 clusters Score -2.264422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 163786 members 
Entering Unmasked Estep 
Score: -22644214.000000 Penalty: 5971.805176
	Iteration 151Q: 3 clusters Score -2.264421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 163797 members 
Entering Unmasked Estep 
Score: -22644194.000000 Penalty: 5971.805176
	Iteration 152Q: 3 clusters Score -2.264419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 163800 members 
Entering Unmasked Estep 
Score: -22644188.000000 Penalty: 5971.805176
	Iteration 153Q: 3 clusters Score -2.264419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 163803 members 
Entering Unmasked Estep 
Score: -22644180.000000 Penalty: 5971.805176
	Iteration 154Q: 3 clusters Score -2.264418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 163805 members 
Entering Unmasked Estep 
Score: -22644186.000000 Penalty: 5971.805176
	Iteration 155Q: 3 clusters Score -2.264419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 163808 members 
Entering Unmasked Estep 
Score: -22644176.000000 Penalty: 5971.805176
	Iteration 156Q: 3 clusters Score -2.264418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 163814 members 
Entering Unmasked Estep 
Score: -22644192.000000 Penalty: 5971.805176
	Iteration 157Q: 3 clusters Score -2.264419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 163822 members 
Entering Unmasked Estep 
Score: -22644188.000000 Penalty: 5971.805176
	Iteration 158Q: 3 clusters Score -2.264419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 163833 members 
Entering Unmasked Estep 
Score: -22644188.000000 Penalty: 5971.805176
	Iteration 159Q: 3 clusters Score -2.264419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 163844 members 
Entering Unmasked Estep 
Score: -22644198.000000 Penalty: 5971.805176
	Iteration 160F: 3 clusters Score -2.26442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 163849 members 
Entering Unmasked Estep 
Score: -22644190.000000 Penalty: 5971.805176
	Iteration 161Q: 3 clusters Score -2.264419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 163855 members 
Entering Unmasked Estep 
Score: -22644190.000000 Penalty: 5971.805176
	Iteration 162Q: 3 clusters Score -2.264419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 163865 members 
Entering Unmasked Estep 
Score: -22644180.000000 Penalty: 5971.805176
	Iteration 163Q: 3 clusters Score -2.264418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 163876 members 
Entering Unmasked Estep 
Score: -22644200.000000 Penalty: 5971.805176
	Iteration 164Q: 3 clusters Score -2.26442e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 163889 members 
Entering Unmasked Estep 
Score: -22644194.000000 Penalty: 5971.805176
	Iteration 165Q: 3 clusters Score -2.264419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 163901 members 
Entering Unmasked Estep 
Score: -22644186.000000 Penalty: 5971.805176
	Iteration 166Q: 3 clusters Score -2.264419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 163916 members 
Entering Unmasked Estep 
Score: -22644172.000000 Penalty: 5971.805176
	Iteration 167Q: 3 clusters Score -2.264417e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 163938 members 
Entering Unmasked Estep 
Score: -22644186.000000 Penalty: 5971.805176
	Iteration 168Q: 3 clusters Score -2.264419e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 163956 members 
Entering Unmasked Estep 
Score: -22644180.000000 Penalty: 5971.805176
	Iteration 169Q: 3 clusters Score -2.264418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 163969 members 
Entering Unmasked Estep 
Score: -22644180.000000 Penalty: 5971.805176
	Iteration 170Q: 3 clusters Score -2.264418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 163984 members 
Entering Unmasked Estep 
Score: -22644150.000000 Penalty: 5971.805176
	Iteration 171Q: 3 clusters Score -2.264415e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 163995 members 
Entering Unmasked Estep 
Score: -22644134.000000 Penalty: 5971.805176
	Iteration 172Q: 3 clusters Score -2.264413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 164004 members 
Entering Unmasked Estep 
Score: -22644100.000000 Penalty: 5971.805176
	Iteration 173Q: 3 clusters Score -2.26441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 164012 members 
Entering Unmasked Estep 
Score: -22644090.000000 Penalty: 5971.805176
	Iteration 174Q: 3 clusters Score -2.264409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 164021 members 
Entering Unmasked Estep 
Score: -22644082.000000 Penalty: 5971.805176
	Iteration 175Q: 3 clusters Score -2.264408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 164025 members 
Entering Unmasked Estep 
Score: -22644070.000000 Penalty: 5971.805176
	Iteration 176Q: 3 clusters Score -2.264407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 164028 members 
Entering Unmasked Estep 
Score: -22644080.000000 Penalty: 5971.805176
	Iteration 177Q: 3 clusters Score -2.264408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 164034 members 
Entering Unmasked Estep 
Score: -22644074.000000 Penalty: 5971.805176
	Iteration 178Q: 3 clusters Score -2.264407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 164040 members 
Entering Unmasked Estep 
Score: -22644076.000000 Penalty: 5971.805176
	Iteration 179Q: 3 clusters Score -2.264408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 164047 members 
Entering Unmasked Estep 
Score: -22644090.000000 Penalty: 5971.805176
	Iteration 180F: 3 clusters Score -2.264409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 164059 members 
Entering Unmasked Estep 
Score: -22644082.000000 Penalty: 5971.805176
	Iteration 181Q: 3 clusters Score -2.264408e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 164075 members 
Entering Unmasked Estep 
Score: -22644076.000000 Penalty: 5971.805176
	Iteration 182Q: 3 clusters Score -2.264408e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 164089 members 
Entering Unmasked Estep 
Score: -22644090.000000 Penalty: 5971.805176
	Iteration 183Q: 3 clusters Score -2.264409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 164098 members 
Entering Unmasked Estep 
Score: -22644082.000000 Penalty: 5971.805176
	Iteration 184Q: 3 clusters Score -2.264408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 164107 members 
Entering Unmasked Estep 
Score: -22644084.000000 Penalty: 5971.805176
	Iteration 185Q: 3 clusters Score -2.264408e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 164120 members 
Entering Unmasked Estep 
Score: -22644068.000000 Penalty: 5971.805176
	Iteration 186Q: 3 clusters Score -2.264407e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 164136 members 
Entering Unmasked Estep 
Score: -22644072.000000 Penalty: 5971.805176
	Iteration 187Q: 3 clusters Score -2.264407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 164150 members 
Entering Unmasked Estep 
Score: -22644084.000000 Penalty: 5971.805176
	Iteration 188Q: 3 clusters Score -2.264408e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 164164 members 
Entering Unmasked Estep 
Score: -22644062.000000 Penalty: 5971.805176
	Iteration 189Q: 3 clusters Score -2.264406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 164175 members 
Entering Unmasked Estep 
Score: -22644074.000000 Penalty: 5971.805176
	Iteration 190Q: 3 clusters Score -2.264407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 164179 members 
Entering Unmasked Estep 
Score: -22644068.000000 Penalty: 5971.805176
	Iteration 191Q: 3 clusters Score -2.264407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 164185 members 
Entering Unmasked Estep 
Score: -22644066.000000 Penalty: 5971.805176
	Iteration 192Q: 3 clusters Score -2.264407e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 164197 members 
Entering Unmasked Estep 
Score: -22644066.000000 Penalty: 5971.805176
	Iteration 193Q: 3 clusters Score -2.264407e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 164207 members 
Entering Unmasked Estep 
Score: -22644050.000000 Penalty: 5971.805176
	Iteration 194Q: 3 clusters Score -2.264405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 164216 members 
Entering Unmasked Estep 
Score: -22644062.000000 Penalty: 5971.805176
	Iteration 195Q: 3 clusters Score -2.264406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 164225 members 
Entering Unmasked Estep 
Score: -22644060.000000 Penalty: 5971.805176
	Iteration 196Q: 3 clusters Score -2.264406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 164239 members 
Entering Unmasked Estep 
Score: -22644058.000000 Penalty: 5971.805176
	Iteration 197Q: 3 clusters Score -2.264406e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 164255 members 
Entering Unmasked Estep 
Score: -22644042.000000 Penalty: 5971.805176
	Iteration 198Q: 3 clusters Score -2.264404e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 164273 members 
Entering Unmasked Estep 
Score: -22644056.000000 Penalty: 5971.805176
	Iteration 199Q: 3 clusters Score -2.264406e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 164295 members 
Entering Unmasked Estep 
Score: -22644056.000000 Penalty: 5971.805176
	Iteration 200F: 3 clusters Score -2.264406e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 164317 members 
Entering Unmasked Estep 
Score: -22644062.000000 Penalty: 5971.805176
	Iteration 201Q: 3 clusters Score -2.264406e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 164332 members 
Entering Unmasked Estep 
Score: -22644048.000000 Penalty: 5971.805176
	Iteration 202Q: 3 clusters Score -2.264405e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 164348 members 
Entering Unmasked Estep 
Score: -22644086.000000 Penalty: 5971.805176
	Iteration 203Q: 3 clusters Score -2.264409e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 164362 members 
Entering Unmasked Estep 
Score: -22644056.000000 Penalty: 5971.805176
	Iteration 204Q: 3 clusters Score -2.264406e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 164379 members 
Entering Unmasked Estep 
Score: -22644044.000000 Penalty: 5971.805176
	Iteration 205Q: 3 clusters Score -2.264404e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 164394 members 
Entering Unmasked Estep 
Score: -22644048.000000 Penalty: 5971.805176
	Iteration 206Q: 3 clusters Score -2.264405e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 164415 members 
Entering Unmasked Estep 
Score: -22644020.000000 Penalty: 5971.805176
	Iteration 207Q: 3 clusters Score -2.264402e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 164432 members 
Entering Unmasked Estep 
Score: -22644004.000000 Penalty: 5971.805176
	Iteration 208Q: 3 clusters Score -2.2644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 164446 members 
Entering Unmasked Estep 
Score: -22644018.000000 Penalty: 5971.805176
	Iteration 209Q: 3 clusters Score -2.264402e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 164461 members 
Entering Unmasked Estep 
Score: -22644014.000000 Penalty: 5971.805176
	Iteration 210Q: 3 clusters Score -2.264401e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 164480 members 
Entering Unmasked Estep 
Score: -22643976.000000 Penalty: 5971.805176
	Iteration 211Q: 3 clusters Score -2.264398e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 164501 members 
Entering Unmasked Estep 
Score: -22643982.000000 Penalty: 5971.805176
	Iteration 212Q: 3 clusters Score -2.264398e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 164519 members 
Entering Unmasked Estep 
Score: -22644000.000000 Penalty: 5971.805176
	Iteration 213Q: 3 clusters Score -2.2644e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 164539 members 
Entering Unmasked Estep 
Score: -22643984.000000 Penalty: 5971.805176
	Iteration 214Q: 3 clusters Score -2.264398e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 164564 members 
Entering Unmasked Estep 
Score: -22643962.000000 Penalty: 5971.805176
	Iteration 215Q: 3 clusters Score -2.264396e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 164590 members 
Entering Unmasked Estep 
Score: -22643974.000000 Penalty: 5971.805176
	Iteration 216Q: 3 clusters Score -2.264397e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 164619 members 
Entering Unmasked Estep 
Score: -22643940.000000 Penalty: 5971.805176
	Iteration 217Q: 3 clusters Score -2.264394e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 164641 members 
Entering Unmasked Estep 
Score: -22643944.000000 Penalty: 5971.805176
	Iteration 218Q: 3 clusters Score -2.264394e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 164664 members 
Entering Unmasked Estep 
Score: -22643912.000000 Penalty: 5971.805176
	Iteration 219Q: 3 clusters Score -2.264391e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 164701 members 
Entering Unmasked Estep 
Score: -22643920.000000 Penalty: 5971.805176
	Iteration 220F: 3 clusters Score -2.264392e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 164719 members 
Entering Unmasked Estep 
Score: -22643924.000000 Penalty: 5971.805176
	Iteration 221Q: 3 clusters Score -2.264392e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 164737 members 
Entering Unmasked Estep 
Score: -22643924.000000 Penalty: 5971.805176
	Iteration 222Q: 3 clusters Score -2.264392e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 164760 members 
Entering Unmasked Estep 
Score: -22643908.000000 Penalty: 5971.805176
	Iteration 223Q: 3 clusters Score -2.264391e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 164782 members 
Entering Unmasked Estep 
Score: -22643880.000000 Penalty: 5971.805176
	Iteration 224Q: 3 clusters Score -2.264388e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 164800 members 
Entering Unmasked Estep 
Score: -22643892.000000 Penalty: 5971.805176
	Iteration 225Q: 3 clusters Score -2.264389e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 164821 members 
Entering Unmasked Estep 
Score: -22643898.000000 Penalty: 5971.805176
	Iteration 226Q: 3 clusters Score -2.26439e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 164848 members 
Entering Unmasked Estep 
Score: -22643868.000000 Penalty: 5971.805176
	Iteration 227Q: 3 clusters Score -2.264387e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 164872 members 
Entering Unmasked Estep 
Score: -22643866.000000 Penalty: 5971.805176
	Iteration 228Q: 3 clusters Score -2.264387e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 164891 members 
Entering Unmasked Estep 
Score: -22643848.000000 Penalty: 5971.805176
	Iteration 229Q: 3 clusters Score -2.264385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 164905 members 
Entering Unmasked Estep 
Score: -22643844.000000 Penalty: 5971.805176
	Iteration 230Q: 3 clusters Score -2.264384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 164922 members 
Entering Unmasked Estep 
Score: -22643844.000000 Penalty: 5971.805176
	Iteration 231Q: 3 clusters Score -2.264384e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 164939 members 
Entering Unmasked Estep 
Score: -22643838.000000 Penalty: 5971.805176
	Iteration 232Q: 3 clusters Score -2.264384e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 164958 members 
Entering Unmasked Estep 
Score: -22643832.000000 Penalty: 5971.805176
	Iteration 233Q: 3 clusters Score -2.264383e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 164983 members 
Entering Unmasked Estep 
Score: -22643812.000000 Penalty: 5971.805176
	Iteration 234Q: 3 clusters Score -2.264381e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 165003 members 
Entering Unmasked Estep 
Score: -22643814.000000 Penalty: 5971.805176
	Iteration 235Q: 3 clusters Score -2.264381e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 165031 members 
Entering Unmasked Estep 
Score: -22643816.000000 Penalty: 5971.805176
	Iteration 236Q: 3 clusters Score -2.264382e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 165052 members 
Entering Unmasked Estep 
Score: -22643822.000000 Penalty: 5971.805176
	Iteration 237Q: 3 clusters Score -2.264382e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 165076 members 
Entering Unmasked Estep 
Score: -22643822.000000 Penalty: 5971.805176
	Iteration 238Q: 3 clusters Score -2.264382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 165087 members 
Entering Unmasked Estep 
Score: -22643806.000000 Penalty: 5971.805176
	Iteration 239Q: 3 clusters Score -2.264381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 165094 members 
Entering Unmasked Estep 
Score: -22643800.000000 Penalty: 5971.805176
	Iteration 240F: 3 clusters Score -2.26438e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 165104 members 
Entering Unmasked Estep 
Score: -22643790.000000 Penalty: 5971.805176
	Iteration 241Q: 3 clusters Score -2.264379e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 165110 members 
Entering Unmasked Estep 
Score: -22643776.000000 Penalty: 5971.805176
	Iteration 242Q: 3 clusters Score -2.264378e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 165124 members 
Entering Unmasked Estep 
Score: -22643776.000000 Penalty: 5971.805176
	Iteration 243Q: 3 clusters Score -2.264378e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 165138 members 
Entering Unmasked Estep 
Score: -22643772.000000 Penalty: 5971.805176
	Iteration 244Q: 3 clusters Score -2.264377e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 165158 members 
Entering Unmasked Estep 
Score: -22643758.000000 Penalty: 5971.805176
	Iteration 245Q: 3 clusters Score -2.264376e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 165175 members 
Entering Unmasked Estep 
Score: -22643746.000000 Penalty: 5971.805176
	Iteration 246Q: 3 clusters Score -2.264375e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 165192 members 
Entering Unmasked Estep 
Score: -22643718.000000 Penalty: 5971.805176
	Iteration 247Q: 3 clusters Score -2.264372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 165207 members 
Entering Unmasked Estep 
Score: -22643728.000000 Penalty: 5971.805176
	Iteration 248Q: 3 clusters Score -2.264373e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 165222 members 
Entering Unmasked Estep 
Score: -22643720.000000 Penalty: 5971.805176
	Iteration 249Q: 3 clusters Score -2.264372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 165236 members 
Entering Unmasked Estep 
Score: -22643702.000000 Penalty: 5971.805176
	Iteration 250Q: 3 clusters Score -2.26437e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 165250 members 
Entering Unmasked Estep 
Score: -22643696.000000 Penalty: 5971.805176
	Iteration 251Q: 3 clusters Score -2.26437e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 165261 members 
Entering Unmasked Estep 
Score: -22643706.000000 Penalty: 5971.805176
	Iteration 252Q: 3 clusters Score -2.264371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 165273 members 
Entering Unmasked Estep 
Score: -22643710.000000 Penalty: 5971.805176
	Iteration 253Q: 3 clusters Score -2.264371e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 165296 members 
Entering Unmasked Estep 
Score: -22643718.000000 Penalty: 5971.805176
	Iteration 254Q: 3 clusters Score -2.264372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 165312 members 
Entering Unmasked Estep 
Score: -22643722.000000 Penalty: 5971.805176
	Iteration 255Q: 3 clusters Score -2.264372e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 165330 members 
Entering Unmasked Estep 
Score: -22643708.000000 Penalty: 5971.805176
	Iteration 256Q: 3 clusters Score -2.264371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 165345 members 
Entering Unmasked Estep 
Score: -22643720.000000 Penalty: 5971.805176
	Iteration 257Q: 3 clusters Score -2.264372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 165358 members 
Entering Unmasked Estep 
Score: -22643688.000000 Penalty: 5971.805176
	Iteration 258Q: 3 clusters Score -2.264369e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 165370 members 
Entering Unmasked Estep 
Score: -22643668.000000 Penalty: 5971.805176
	Iteration 259Q: 3 clusters Score -2.264367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 165381 members 
Entering Unmasked Estep 
Score: -22643650.000000 Penalty: 5971.805176
	Iteration 260F: 3 clusters Score -2.264365e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 165391 members 
Entering Unmasked Estep 
Score: -22643678.000000 Penalty: 5971.805176
	Iteration 261Q: 3 clusters Score -2.264368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 165396 members 
Entering Unmasked Estep 
Score: -22643664.000000 Penalty: 5971.805176
	Iteration 262Q: 3 clusters Score -2.264366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 165400 members 
Entering Unmasked Estep 
Score: -22643680.000000 Penalty: 5971.805176
	Iteration 263Q: 3 clusters Score -2.264368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 165405 members 
Entering Unmasked Estep 
Score: -22643680.000000 Penalty: 5971.805176
	Iteration 264Q: 3 clusters Score -2.264368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 165407 members 
Entering Unmasked Estep 
Score: -22643678.000000 Penalty: 5971.805176
	Iteration 265Q: 3 clusters Score -2.264368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 165409 members 
Entering Unmasked Estep 
Score: -22643680.000000 Penalty: 5971.805176
	Iteration 266Q: 3 clusters Score -2.264368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 165412 members 
Entering Unmasked Estep 
Score: -22643684.000000 Penalty: 5971.805176
	Iteration 267Q: 3 clusters Score -2.264368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 165415 members 
Entering Unmasked Estep 
Score: -22643690.000000 Penalty: 5971.805176
	Iteration 268Q: 3 clusters Score -2.264369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 165419 members 
Entering Unmasked Estep 
Score: -22643682.000000 Penalty: 5971.805176
	Iteration 269Q: 3 clusters Score -2.264368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 165424 members 
Entering Unmasked Estep 
Score: -22643670.000000 Penalty: 5971.805176
	Iteration 270Q: 3 clusters Score -2.264367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 165428 members 
Entering Unmasked Estep 
Score: -22643666.000000 Penalty: 5971.805176
	Iteration 271Q: 3 clusters Score -2.264367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 165432 members 
Entering Unmasked Estep 
Score: -22643652.000000 Penalty: 5971.805176
	Iteration 272Q: 3 clusters Score -2.264365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 165435 members 
Entering Unmasked Estep 
Score: -22643636.000000 Penalty: 5971.805176
	Iteration 273Q: 3 clusters Score -2.264364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 165442 members 
Entering Unmasked Estep 
Score: -22643636.000000 Penalty: 5971.805176
	Iteration 274Q: 3 clusters Score -2.264364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 165445 members 
Entering Unmasked Estep 
Score: -22643638.000000 Penalty: 5971.805176
	Iteration 275Q: 3 clusters Score -2.264364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 165447 members 
Entering Unmasked Estep 
Score: -22643638.000000 Penalty: 5971.805176
	Iteration 276Q: 3 clusters Score -2.264364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 165450 members 
Entering Unmasked Estep 
Score: -22643656.000000 Penalty: 5971.805176
	Iteration 277Q: 3 clusters Score -2.264366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 165454 members 
Entering Unmasked Estep 
Score: -22643656.000000 Penalty: 5971.805176
	Iteration 278Q: 3 clusters Score -2.264366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 165454 members 
Entering Unmasked Estep 
Score: -22643656.000000 Penalty: 5971.805176
	Iteration 279F: 3 clusters Score -2.264366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -91993.265625 Penalty: 1641.447266
	Iteration 0F: 2 clusters Score -91993.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -90247.015625 Penalty: 3282.894531
	Iteration 0F: 3 clusters Score -90247.02 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -90501.210938 Penalty: 3282.894531
	Iteration 1F: 3 clusters Score -90501.21 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -90601.265625 Penalty: 3282.894531
	Iteration 2F: 3 clusters Score -90601.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -90659.593750 Penalty: 3282.894531
	Iteration 3Q: 3 clusters Score -90659.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -90720.265625 Penalty: 3282.894531
	Iteration 4Q: 3 clusters Score -90720.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -90807.453125 Penalty: 3282.894531
	Iteration 5Q: 3 clusters Score -90807.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90982.382812 Penalty: 3282.894531
	Iteration 6Q: 3 clusters Score -90982.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -91166.281250 Penalty: 3282.894531
	Iteration 7Q: 3 clusters Score -91166.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -91210.937500 Penalty: 3282.894531
	Iteration 8Q: 3 clusters Score -91210.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -91240.601562 Penalty: 3282.894531
	Iteration 9Q: 3 clusters Score -91240.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91259.210938 Penalty: 3282.894531
	Iteration 10Q: 3 clusters Score -91259.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -91273.976562 Penalty: 3282.894531
	Iteration 11Q: 3 clusters Score -91273.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -91291.117188 Penalty: 3282.894531
	Iteration 12Q: 3 clusters Score -91291.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91307.828125 Penalty: 3282.894531
	Iteration 13Q: 3 clusters Score -91307.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -91321.132812 Penalty: 3282.894531
	Iteration 14Q: 3 clusters Score -91321.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -91335.898438 Penalty: 3282.894531
	Iteration 15Q: 3 clusters Score -91335.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -91355.398438 Penalty: 3282.894531
	Iteration 16Q: 3 clusters Score -91355.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -91370.242188 Penalty: 3282.894531
	Iteration 17Q: 3 clusters Score -91370.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -91372.085938 Penalty: 3282.894531
	Iteration 18Q: 3 clusters Score -91372.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -91376.179688 Penalty: 3282.894531
	Iteration 19Q: 3 clusters Score -91376.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -91385.531250 Penalty: 3282.894531
	Iteration 20F: 3 clusters Score -91385.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91404.007812 Penalty: 3282.894531
	Iteration 21Q: 3 clusters Score -91404.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -91415.820312 Penalty: 3282.894531
	Iteration 22Q: 3 clusters Score -91415.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -91422.046875 Penalty: 3282.894531
	Iteration 23Q: 3 clusters Score -91422.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -91426.242188 Penalty: 3282.894531
	Iteration 24Q: 3 clusters Score -91426.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -91431.140625 Penalty: 3282.894531
	Iteration 25Q: 3 clusters Score -91431.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -91433.484375 Penalty: 3282.894531
	Iteration 26Q: 3 clusters Score -91433.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -91434.562500 Penalty: 3282.894531
	Iteration 27Q: 3 clusters Score -91434.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -91437.734375 Penalty: 3282.894531
	Iteration 28Q: 3 clusters Score -91437.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -91441.250000 Penalty: 3282.894531
	Iteration 29Q: 3 clusters Score -91441.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -91450.406250 Penalty: 3282.894531
	Iteration 30Q: 3 clusters Score -91450.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -91463.679688 Penalty: 3282.894531
	Iteration 31Q: 3 clusters Score -91463.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -91479.140625 Penalty: 3282.894531
	Iteration 32Q: 3 clusters Score -91479.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -91489.156250 Penalty: 3282.894531
	Iteration 33Q: 3 clusters Score -91489.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -91497.117188 Penalty: 3282.894531
	Iteration 34Q: 3 clusters Score -91497.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -91504.984375 Penalty: 3282.894531
	Iteration 35Q: 3 clusters Score -91504.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -91510.343750 Penalty: 3282.894531
	Iteration 36Q: 3 clusters Score -91510.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -91511.445312 Penalty: 3282.894531
	Iteration 37Q: 3 clusters Score -91511.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -91511.445312 Penalty: 3282.894531
	Iteration 38F: 3 clusters Score -91511.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -20896.152344 Penalty: 1278.016357
	Iteration 0F: 2 clusters Score -20896.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19787.072266 Penalty: 2556.032715
	Iteration 0F: 3 clusters Score -19787.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19829.361328 Penalty: 2556.032715
	Iteration 1Q: 3 clusters Score -19829.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19829.361328 Penalty: 2556.032715
	Iteration 2F: 3 clusters Score -19829.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (51327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Entering Unmasked Estep 
Score: -6831098.500000 Penalty: 2689.801025
	Iteration 0F: 2 clusters Score -6831098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -6796578.000000 Penalty: 5379.602051
	Iteration 0F: 3 clusters Score -6796578 nChanged 23719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -6809565.000000 Penalty: 5379.602051
	Iteration 1F: 3 clusters Score -6809565 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -6809981.500000 Penalty: 5379.602051
	Iteration 2Q: 3 clusters Score -6809982 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -6810431.500000 Penalty: 5379.602051
	Iteration 3Q: 3 clusters Score -6810432 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -6810909.500000 Penalty: 5379.602051
	Iteration 4Q: 3 clusters Score -6810910 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -6811544.000000 Penalty: 5379.602051
	Iteration 5Q: 3 clusters Score -6811544 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -6812420.000000 Penalty: 5379.602051
	Iteration 6Q: 3 clusters Score -6812420 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -6813567.500000 Penalty: 5379.602051
	Iteration 7Q: 3 clusters Score -6813568 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -6814950.500000 Penalty: 5379.602051
	Iteration 8F: 3 clusters Score -6814950 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -6816874.000000 Penalty: 5379.602051
	Iteration 9F: 3 clusters Score -6816874 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -6819400.500000 Penalty: 5379.602051
	Iteration 10F: 3 clusters Score -6819400 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -6822004.000000 Penalty: 5379.602051
	Iteration 11F: 3 clusters Score -6822004 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -6824117.500000 Penalty: 5379.602051
	Iteration 12F: 3 clusters Score -6824118 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -6825101.500000 Penalty: 5379.602051
	Iteration 13Q: 3 clusters Score -6825102 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -6825609.000000 Penalty: 5379.602051
	Iteration 14Q: 3 clusters Score -6825609 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -6825989.500000 Penalty: 5379.602051
	Iteration 15Q: 3 clusters Score -6825990 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -6826322.000000 Penalty: 5379.602051
	Iteration 16Q: 3 clusters Score -6826322 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -6826633.500000 Penalty: 5379.602051
	Iteration 17Q: 3 clusters Score -6826634 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -6826902.000000 Penalty: 5379.602051
	Iteration 18Q: 3 clusters Score -6826902 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -6827107.500000 Penalty: 5379.602051
	Iteration 19Q: 3 clusters Score -6827108 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -6827272.000000 Penalty: 5379.602051
	Iteration 20F: 3 clusters Score -6827272 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -6827476.500000 Penalty: 5379.602051
	Iteration 21Q: 3 clusters Score -6827476 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -6827612.000000 Penalty: 5379.602051
	Iteration 22Q: 3 clusters Score -6827612 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -6827826.000000 Penalty: 5379.602051
	Iteration 23Q: 3 clusters Score -6827826 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -6828005.000000 Penalty: 5379.602051
	Iteration 24Q: 3 clusters Score -6828005 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -6828137.000000 Penalty: 5379.602051
	Iteration 25Q: 3 clusters Score -6828137 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -6828244.500000 Penalty: 5379.602051
	Iteration 26Q: 3 clusters Score -6828244 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -6828355.000000 Penalty: 5379.602051
	Iteration 27Q: 3 clusters Score -6828355 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -6828434.000000 Penalty: 5379.602051
	Iteration 28Q: 3 clusters Score -6828434 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -6828520.000000 Penalty: 5379.602051
	Iteration 29Q: 3 clusters Score -6828520 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -6828574.000000 Penalty: 5379.602051
	Iteration 30Q: 3 clusters Score -6828574 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -6828668.000000 Penalty: 5379.602051
	Iteration 31Q: 3 clusters Score -6828668 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -6828744.500000 Penalty: 5379.602051
	Iteration 32Q: 3 clusters Score -6828744 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -6828819.500000 Penalty: 5379.602051
	Iteration 33Q: 3 clusters Score -6828820 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -6828871.500000 Penalty: 5379.602051
	Iteration 34Q: 3 clusters Score -6828872 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -6828920.500000 Penalty: 5379.602051
	Iteration 35Q: 3 clusters Score -6828920 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -6828951.000000 Penalty: 5379.602051
	Iteration 36Q: 3 clusters Score -6828951 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -6829009.500000 Penalty: 5379.602051
	Iteration 37Q: 3 clusters Score -6829010 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -6829046.500000 Penalty: 5379.602051
	Iteration 38Q: 3 clusters Score -6829046 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -6829089.500000 Penalty: 5379.602051
	Iteration 39Q: 3 clusters Score -6829090 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -6829126.500000 Penalty: 5379.602051
	Iteration 40F: 3 clusters Score -6829126 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -6829155.000000 Penalty: 5379.602051
	Iteration 41Q: 3 clusters Score -6829155 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -6829161.000000 Penalty: 5379.602051
	Iteration 42Q: 3 clusters Score -6829161 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -6829160.000000 Penalty: 5379.602051
	Iteration 43Q: 3 clusters Score -6829160 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -6829170.500000 Penalty: 5379.602051
	Iteration 44Q: 3 clusters Score -6829170 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -6829187.000000 Penalty: 5379.602051
	Iteration 45Q: 3 clusters Score -6829187 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -6829203.500000 Penalty: 5379.602051
	Iteration 46Q: 3 clusters Score -6829204 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -6829225.500000 Penalty: 5379.602051
	Iteration 47Q: 3 clusters Score -6829226 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -6829226.500000 Penalty: 5379.602051
	Iteration 48Q: 3 clusters Score -6829226 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -6829232.000000 Penalty: 5379.602051
	Iteration 49Q: 3 clusters Score -6829232 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -6829227.500000 Penalty: 5379.602051
	Iteration 50Q: 3 clusters Score -6829228 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48296 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -6829243.000000 Penalty: 5379.602051
	Iteration 51Q: 3 clusters Score -6829243 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -6829264.000000 Penalty: 5379.602051
	Iteration 52Q: 3 clusters Score -6829264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -6829278.000000 Penalty: 5379.602051
	Iteration 53Q: 3 clusters Score -6829278 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -6829277.500000 Penalty: 5379.602051
	Iteration 54Q: 3 clusters Score -6829278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -6829270.500000 Penalty: 5379.602051
	Iteration 55Q: 3 clusters Score -6829270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -6829289.500000 Penalty: 5379.602051
	Iteration 56Q: 3 clusters Score -6829290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -6829302.000000 Penalty: 5379.602051
	Iteration 57Q: 3 clusters Score -6829302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -6829309.000000 Penalty: 5379.602051
	Iteration 58Q: 3 clusters Score -6829309 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -6829317.500000 Penalty: 5379.602051
	Iteration 59Q: 3 clusters Score -6829318 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -6829322.500000 Penalty: 5379.602051
	Iteration 60F: 3 clusters Score -6829322 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -6829334.000000 Penalty: 5379.602051
	Iteration 61Q: 3 clusters Score -6829334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -6829354.500000 Penalty: 5379.602051
	Iteration 62Q: 3 clusters Score -6829354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -6829364.500000 Penalty: 5379.602051
	Iteration 63Q: 3 clusters Score -6829364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48826 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6829366.000000 Penalty: 5379.602051
	Iteration 64Q: 3 clusters Score -6829366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -6829370.500000 Penalty: 5379.602051
	Iteration 65Q: 3 clusters Score -6829370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -6829361.000000 Penalty: 5379.602051
	Iteration 66Q: 3 clusters Score -6829361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -6829363.500000 Penalty: 5379.602051
	Iteration 67Q: 3 clusters Score -6829364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -6829369.500000 Penalty: 5379.602051
	Iteration 68Q: 3 clusters Score -6829370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -6829364.500000 Penalty: 5379.602051
	Iteration 69Q: 3 clusters Score -6829364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -6829367.500000 Penalty: 5379.602051
	Iteration 70Q: 3 clusters Score -6829368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -6829371.000000 Penalty: 5379.602051
	Iteration 71Q: 3 clusters Score -6829371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -6829370.000000 Penalty: 5379.602051
	Iteration 72Q: 3 clusters Score -6829370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -6829366.000000 Penalty: 5379.602051
	Iteration 73Q: 3 clusters Score -6829366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -6829364.500000 Penalty: 5379.602051
	Iteration 74Q: 3 clusters Score -6829364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -6829381.000000 Penalty: 5379.602051
	Iteration 75Q: 3 clusters Score -6829381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -6829378.500000 Penalty: 5379.602051
	Iteration 76Q: 3 clusters Score -6829378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -6829382.500000 Penalty: 5379.602051
	Iteration 77Q: 3 clusters Score -6829382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -6829385.000000 Penalty: 5379.602051
	Iteration 78Q: 3 clusters Score -6829385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -6829392.500000 Penalty: 5379.602051
	Iteration 79Q: 3 clusters Score -6829392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -6829394.000000 Penalty: 5379.602051
	Iteration 80F: 3 clusters Score -6829394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -6829391.500000 Penalty: 5379.602051
	Iteration 81Q: 3 clusters Score -6829392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -6829387.000000 Penalty: 5379.602051
	Iteration 82Q: 3 clusters Score -6829387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -6829389.500000 Penalty: 5379.602051
	Iteration 83Q: 3 clusters Score -6829390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -6829391.500000 Penalty: 5379.602051
	Iteration 84Q: 3 clusters Score -6829392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -6829391.500000 Penalty: 5379.602051
	Iteration 85Q: 3 clusters Score -6829392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48983 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -6829391.500000 Penalty: 5379.602051
	Iteration 86Q: 3 clusters Score -6829392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48983 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -6829391.500000 Penalty: 5379.602051
	Iteration 87F: 3 clusters Score -6829392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (74849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74849 members 
Entering Unmasked Estep 
Score: -9937483.000000 Penalty: 2783.360596
	Iteration 0F: 2 clusters Score -9937483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -9887284.000000 Penalty: 5566.721191
	Iteration 0F: 3 clusters Score -9887284 nChanged 35075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -9907027.000000 Penalty: 5566.721191
	Iteration 1F: 3 clusters Score -9907027 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -9907798.000000 Penalty: 5566.721191
	Iteration 2Q: 3 clusters Score -9907798 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -9909004.000000 Penalty: 5566.721191
	Iteration 3Q: 3 clusters Score -9909004 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -9910908.000000 Penalty: 5566.721191
	Iteration 4F: 3 clusters Score -9910908 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -9914247.000000 Penalty: 5566.721191
	Iteration 5F: 3 clusters Score -9914247 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -9918929.000000 Penalty: 5566.721191
	Iteration 6F: 3 clusters Score -9918929 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -9924155.000000 Penalty: 5566.721191
	Iteration 7F: 3 clusters Score -9924155 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -9928297.000000 Penalty: 5566.721191
	Iteration 8F: 3 clusters Score -9928297 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
Score: -9930335.000000 Penalty: 5566.721191
	Iteration 9Q: 3 clusters Score -9930335 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 58776 members 
Entering Unmasked Estep 
Score: -9931202.000000 Penalty: 5566.721191
	Iteration 10Q: 3 clusters Score -9931202 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 59766 members 
Entering Unmasked Estep 
Score: -9931719.000000 Penalty: 5566.721191
	Iteration 11Q: 3 clusters Score -9931719 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 60579 members 
Entering Unmasked Estep 
Score: -9932004.000000 Penalty: 5566.721191
	Iteration 12Q: 3 clusters Score -9932004 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 61400 members 
Entering Unmasked Estep 
Score: -9932283.000000 Penalty: 5566.721191
	Iteration 13Q: 3 clusters Score -9932283 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 62185 members 
Entering Unmasked Estep 
Score: -9932579.000000 Penalty: 5566.721191
	Iteration 14Q: 3 clusters Score -9932579 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 62989 members 
Entering Unmasked Estep 
Score: -9932873.000000 Penalty: 5566.721191
	Iteration 15Q: 3 clusters Score -9932873 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 63758 members 
Entering Unmasked Estep 
Score: -9933137.000000 Penalty: 5566.721191
	Iteration 16Q: 3 clusters Score -9933137 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 64517 members 
Entering Unmasked Estep 
Score: -9933373.000000 Penalty: 5566.721191
	Iteration 17Q: 3 clusters Score -9933373 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 65198 members 
Entering Unmasked Estep 
Score: -9933623.000000 Penalty: 5566.721191
	Iteration 18Q: 3 clusters Score -9933623 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 65816 members 
Entering Unmasked Estep 
Score: -9933796.000000 Penalty: 5566.721191
	Iteration 19Q: 3 clusters Score -9933796 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 66397 members 
Entering Unmasked Estep 
Score: -9933986.000000 Penalty: 5566.721191
	Iteration 20F: 3 clusters Score -9933986 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 67005 members 
Entering Unmasked Estep 
Score: -9934160.000000 Penalty: 5566.721191
	Iteration 21Q: 3 clusters Score -9934160 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 67567 members 
Entering Unmasked Estep 
Score: -9934382.000000 Penalty: 5566.721191
	Iteration 22Q: 3 clusters Score -9934382 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -9934574.000000 Penalty: 5566.721191
	Iteration 23Q: 3 clusters Score -9934574 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 68555 members 
Entering Unmasked Estep 
Score: -9934722.000000 Penalty: 5566.721191
	Iteration 24Q: 3 clusters Score -9934722 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 69005 members 
Entering Unmasked Estep 
Score: -9934871.000000 Penalty: 5566.721191
	Iteration 25Q: 3 clusters Score -9934871 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 69412 members 
Entering Unmasked Estep 
Score: -9935035.000000 Penalty: 5566.721191
	Iteration 26Q: 3 clusters Score -9935035 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 69795 members 
Entering Unmasked Estep 
Score: -9935192.000000 Penalty: 5566.721191
	Iteration 27Q: 3 clusters Score -9935192 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 70124 members 
Entering Unmasked Estep 
Score: -9935366.000000 Penalty: 5566.721191
	Iteration 28Q: 3 clusters Score -9935366 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 70459 members 
Entering Unmasked Estep 
Score: -9935537.000000 Penalty: 5566.721191
	Iteration 29Q: 3 clusters Score -9935537 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 70752 members 
Entering Unmasked Estep 
Score: -9935687.000000 Penalty: 5566.721191
	Iteration 30Q: 3 clusters Score -9935687 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 71005 members 
Entering Unmasked Estep 
Score: -9935799.000000 Penalty: 5566.721191
	Iteration 31Q: 3 clusters Score -9935799 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 71222 members 
Entering Unmasked Estep 
Score: -9935910.000000 Penalty: 5566.721191
	Iteration 32Q: 3 clusters Score -9935910 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 71428 members 
Entering Unmasked Estep 
Score: -9935987.000000 Penalty: 5566.721191
	Iteration 33Q: 3 clusters Score -9935987 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 71607 members 
Entering Unmasked Estep 
Score: -9936042.000000 Penalty: 5566.721191
	Iteration 34Q: 3 clusters Score -9936042 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 71782 members 
Entering Unmasked Estep 
Score: -9936119.000000 Penalty: 5566.721191
	Iteration 35Q: 3 clusters Score -9936119 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 71926 members 
Entering Unmasked Estep 
Score: -9936180.000000 Penalty: 5566.721191
	Iteration 36Q: 3 clusters Score -9936180 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 72042 members 
Entering Unmasked Estep 
Score: -9936209.000000 Penalty: 5566.721191
	Iteration 37Q: 3 clusters Score -9936209 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 72134 members 
Entering Unmasked Estep 
Score: -9936250.000000 Penalty: 5566.721191
	Iteration 38Q: 3 clusters Score -9936250 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 72214 members 
Entering Unmasked Estep 
Score: -9936275.000000 Penalty: 5566.721191
	Iteration 39Q: 3 clusters Score -9936275 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 72280 members 
Entering Unmasked Estep 
Score: -9936255.000000 Penalty: 5566.721191
	Iteration 40F: 3 clusters Score -9936255 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 72335 members 
Entering Unmasked Estep 
Score: -9936270.000000 Penalty: 5566.721191
	Iteration 41Q: 3 clusters Score -9936270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 72369 members 
Entering Unmasked Estep 
Score: -9936287.000000 Penalty: 5566.721191
	Iteration 42Q: 3 clusters Score -9936287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 72397 members 
Entering Unmasked Estep 
Score: -9936293.000000 Penalty: 5566.721191
	Iteration 43Q: 3 clusters Score -9936293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 72422 members 
Entering Unmasked Estep 
Score: -9936314.000000 Penalty: 5566.721191
	Iteration 44Q: 3 clusters Score -9936314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 72448 members 
Entering Unmasked Estep 
Score: -9936318.000000 Penalty: 5566.721191
	Iteration 45Q: 3 clusters Score -9936318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 72470 members 
Entering Unmasked Estep 
Score: -9936331.000000 Penalty: 5566.721191
	Iteration 46Q: 3 clusters Score -9936331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 72489 members 
Entering Unmasked Estep 
Score: -9936337.000000 Penalty: 5566.721191
	Iteration 47Q: 3 clusters Score -9936337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 72502 members 
Entering Unmasked Estep 
Score: -9936331.000000 Penalty: 5566.721191
	Iteration 48Q: 3 clusters Score -9936331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 72512 members 
Entering Unmasked Estep 
Score: -9936342.000000 Penalty: 5566.721191
	Iteration 49Q: 3 clusters Score -9936342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 72523 members 
Entering Unmasked Estep 
Score: -9936347.000000 Penalty: 5566.721191
	Iteration 50Q: 3 clusters Score -9936347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 72527 members 
Entering Unmasked Estep 
Score: -9936348.000000 Penalty: 5566.721191
	Iteration 51Q: 3 clusters Score -9936348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 72527 members 
Entering Unmasked Estep 
Score: -9936348.000000 Penalty: 5566.721191
	Iteration 52Q: 3 clusters Score -9936348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 72527 members 
Entering Unmasked Estep 
Score: -9936348.000000 Penalty: 5566.721191
	Iteration 53F: 3 clusters Score -9936348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (172807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172807 members 
Entering Unmasked Estep 
Score: -23110864.000000 Penalty: 2990.862793
	Iteration 0F: 2 clusters Score -2.311086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86494 members 
Mstep: Class 2 contains 86313 members 
Entering Unmasked Estep 
Score: -23001972.000000 Penalty: 5981.725586
	Iteration 0F: 3 clusters Score -2.300197e+07 nChanged 82971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89541 members 
Mstep: Class 2 contains 83266 members 
Entering Unmasked Estep 
Score: -23050778.000000 Penalty: 5981.725586
	Iteration 1F: 3 clusters Score -2.305078e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91882 members 
Mstep: Class 2 contains 80925 members 
Entering Unmasked Estep 
Score: -23052404.000000 Penalty: 5981.725586
	Iteration 2Q: 3 clusters Score -2.30524e+07 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95476 members 
Mstep: Class 2 contains 77331 members 
Entering Unmasked Estep 
Score: -23055516.000000 Penalty: 5981.725586
	Iteration 3Q: 3 clusters Score -2.305552e+07 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100597 members 
Mstep: Class 2 contains 72210 members 
Entering Unmasked Estep 
Score: -23060132.000000 Penalty: 5981.725586
	Iteration 4F: 3 clusters Score -2.306013e+07 nChanged 11113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106934 members 
Mstep: Class 2 contains 65873 members 
Entering Unmasked Estep 
Score: -23066400.000000 Penalty: 5981.725586
	Iteration 5F: 3 clusters Score -2.30664e+07 nChanged 11889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113863 members 
Mstep: Class 2 contains 58944 members 
Entering Unmasked Estep 
Score: -23074026.000000 Penalty: 5981.725586
	Iteration 6F: 3 clusters Score -2.307403e+07 nChanged 11407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120648 members 
Mstep: Class 2 contains 52159 members 
Entering Unmasked Estep 
Score: -23081432.000000 Penalty: 5981.725586
	Iteration 7F: 3 clusters Score -2.308143e+07 nChanged 9631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126413 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -23088110.000000 Penalty: 5981.725586
	Iteration 8F: 3 clusters Score -2.308811e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130757 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -23093246.000000 Penalty: 5981.725586
	Iteration 9Q: 3 clusters Score -2.309325e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133883 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -23096714.000000 Penalty: 5981.725586
	Iteration 10Q: 3 clusters Score -2.309671e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136228 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -23098796.000000 Penalty: 5981.725586
	Iteration 11Q: 3 clusters Score -2.30988e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138240 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -23100174.000000 Penalty: 5981.725586
	Iteration 12Q: 3 clusters Score -2.310017e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140096 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -23101268.000000 Penalty: 5981.725586
	Iteration 13Q: 3 clusters Score -2.310127e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141839 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -23102490.000000 Penalty: 5981.725586
	Iteration 14Q: 3 clusters Score -2.310249e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143534 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -23103784.000000 Penalty: 5981.725586
	Iteration 15Q: 3 clusters Score -2.310378e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145269 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -23105042.000000 Penalty: 5981.725586
	Iteration 16Q: 3 clusters Score -2.310504e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146871 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -23106344.000000 Penalty: 5981.725586
	Iteration 17Q: 3 clusters Score -2.310634e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148427 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -23107670.000000 Penalty: 5981.725586
	Iteration 18Q: 3 clusters Score -2.310767e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149908 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -23108730.000000 Penalty: 5981.725586
	Iteration 19Q: 3 clusters Score -2.310873e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151260 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -23109574.000000 Penalty: 5981.725586
	Iteration 20F: 3 clusters Score -2.310957e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152471 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -23110440.000000 Penalty: 5981.725586
	Iteration 21Q: 3 clusters Score -2.311044e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153555 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -23110970.000000 Penalty: 5981.725586
	Iteration 22Q: 3 clusters Score -2.311097e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154459 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -23111302.000000 Penalty: 5981.725586
	Iteration 23Q: 3 clusters Score -2.31113e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155257 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -23111716.000000 Penalty: 5981.725586
	Iteration 24Q: 3 clusters Score -2.311172e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155949 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -23111890.000000 Penalty: 5981.725586
	Iteration 25Q: 3 clusters Score -2.311189e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156577 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -23112060.000000 Penalty: 5981.725586
	Iteration 26Q: 3 clusters Score -2.311206e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157148 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -23112152.000000 Penalty: 5981.725586
	Iteration 27Q: 3 clusters Score -2.311215e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157629 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -23112204.000000 Penalty: 5981.725586
	Iteration 28Q: 3 clusters Score -2.31122e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158041 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -23112064.000000 Penalty: 5981.725586
	Iteration 29Q: 3 clusters Score -2.311206e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158414 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -23112060.000000 Penalty: 5981.725586
	Iteration 30Q: 3 clusters Score -2.311206e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158738 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -23112092.000000 Penalty: 5981.725586
	Iteration 31Q: 3 clusters Score -2.311209e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159047 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -23112046.000000 Penalty: 5981.725586
	Iteration 32Q: 3 clusters Score -2.311205e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159318 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -23112110.000000 Penalty: 5981.725586
	Iteration 33Q: 3 clusters Score -2.311211e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159594 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -23112046.000000 Penalty: 5981.725586
	Iteration 34Q: 3 clusters Score -2.311205e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159842 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -23111996.000000 Penalty: 5981.725586
	Iteration 35Q: 3 clusters Score -2.3112e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160087 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -23111876.000000 Penalty: 5981.725586
	Iteration 36Q: 3 clusters Score -2.311188e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160346 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -23111866.000000 Penalty: 5981.725586
	Iteration 37Q: 3 clusters Score -2.311187e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160593 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -23111812.000000 Penalty: 5981.725586
	Iteration 38Q: 3 clusters Score -2.311181e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160846 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -23111774.000000 Penalty: 5981.725586
	Iteration 39Q: 3 clusters Score -2.311177e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161103 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -23111706.000000 Penalty: 5981.725586
	Iteration 40F: 3 clusters Score -2.311171e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161337 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -23111674.000000 Penalty: 5981.725586
	Iteration 41Q: 3 clusters Score -2.311167e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161575 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -23111598.000000 Penalty: 5981.725586
	Iteration 42Q: 3 clusters Score -2.31116e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161802 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -23111520.000000 Penalty: 5981.725586
	Iteration 43Q: 3 clusters Score -2.311152e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162013 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -23111448.000000 Penalty: 5981.725586
	Iteration 44Q: 3 clusters Score -2.311145e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162242 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -23111454.000000 Penalty: 5981.725586
	Iteration 45Q: 3 clusters Score -2.311145e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162457 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -23111384.000000 Penalty: 5981.725586
	Iteration 46Q: 3 clusters Score -2.311138e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162653 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -23111350.000000 Penalty: 5981.725586
	Iteration 47Q: 3 clusters Score -2.311135e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162819 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -23111292.000000 Penalty: 5981.725586
	Iteration 48Q: 3 clusters Score -2.311129e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162975 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -23111254.000000 Penalty: 5981.725586
	Iteration 49Q: 3 clusters Score -2.311125e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163114 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -23111258.000000 Penalty: 5981.725586
	Iteration 50Q: 3 clusters Score -2.311126e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163253 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -23111254.000000 Penalty: 5981.725586
	Iteration 51Q: 3 clusters Score -2.311125e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163395 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -23111234.000000 Penalty: 5981.725586
	Iteration 52Q: 3 clusters Score -2.311123e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163531 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -23111190.000000 Penalty: 5981.725586
	Iteration 53Q: 3 clusters Score -2.311119e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163666 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -23111218.000000 Penalty: 5981.725586
	Iteration 54Q: 3 clusters Score -2.311122e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163804 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -23111180.000000 Penalty: 5981.725586
	Iteration 55Q: 3 clusters Score -2.311118e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163930 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -23111226.000000 Penalty: 5981.725586
	Iteration 56Q: 3 clusters Score -2.311123e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164050 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -23111220.000000 Penalty: 5981.725586
	Iteration 57Q: 3 clusters Score -2.311122e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164160 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -23111212.000000 Penalty: 5981.725586
	Iteration 58Q: 3 clusters Score -2.311121e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164260 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -23111180.000000 Penalty: 5981.725586
	Iteration 59Q: 3 clusters Score -2.311118e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164362 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -23111156.000000 Penalty: 5981.725586
	Iteration 60F: 3 clusters Score -2.311116e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164469 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -23111106.000000 Penalty: 5981.725586
	Iteration 61Q: 3 clusters Score -2.311111e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164580 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -23111024.000000 Penalty: 5981.725586
	Iteration 62Q: 3 clusters Score -2.311102e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164685 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -23110988.000000 Penalty: 5981.725586
	Iteration 63Q: 3 clusters Score -2.311099e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164784 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -23110968.000000 Penalty: 5981.725586
	Iteration 64Q: 3 clusters Score -2.311097e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164890 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -23110950.000000 Penalty: 5981.725586
	Iteration 65Q: 3 clusters Score -2.311095e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164989 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -23110932.000000 Penalty: 5981.725586
	Iteration 66Q: 3 clusters Score -2.311093e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165086 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -23110892.000000 Penalty: 5981.725586
	Iteration 67Q: 3 clusters Score -2.311089e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165195 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -23110864.000000 Penalty: 5981.725586
	Iteration 68Q: 3 clusters Score -2.311086e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165302 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -23110820.000000 Penalty: 5981.725586
	Iteration 69Q: 3 clusters Score -2.311082e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165410 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -23110808.000000 Penalty: 5981.725586
	Iteration 70Q: 3 clusters Score -2.311081e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165523 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -23110768.000000 Penalty: 5981.725586
	Iteration 71Q: 3 clusters Score -2.311077e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165627 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -23110770.000000 Penalty: 5981.725586
	Iteration 72Q: 3 clusters Score -2.311077e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165726 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -23110736.000000 Penalty: 5981.725586
	Iteration 73Q: 3 clusters Score -2.311074e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165834 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -23110708.000000 Penalty: 5981.725586
	Iteration 74Q: 3 clusters Score -2.311071e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165919 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -23110674.000000 Penalty: 5981.725586
	Iteration 75Q: 3 clusters Score -2.311067e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166005 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -23110636.000000 Penalty: 5981.725586
	Iteration 76Q: 3 clusters Score -2.311064e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166088 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -23110614.000000 Penalty: 5981.725586
	Iteration 77Q: 3 clusters Score -2.311061e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166180 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -23110570.000000 Penalty: 5981.725586
	Iteration 78Q: 3 clusters Score -2.311057e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166260 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -23110576.000000 Penalty: 5981.725586
	Iteration 79Q: 3 clusters Score -2.311058e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166343 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -23110526.000000 Penalty: 5981.725586
	Iteration 80F: 3 clusters Score -2.311053e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166430 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -23110472.000000 Penalty: 5981.725586
	Iteration 81Q: 3 clusters Score -2.311047e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166530 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -23110426.000000 Penalty: 5981.725586
	Iteration 82Q: 3 clusters Score -2.311043e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166620 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -23110370.000000 Penalty: 5981.725586
	Iteration 83Q: 3 clusters Score -2.311037e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166692 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -23110314.000000 Penalty: 5981.725586
	Iteration 84Q: 3 clusters Score -2.311031e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166766 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -23110260.000000 Penalty: 5981.725586
	Iteration 85Q: 3 clusters Score -2.311026e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166834 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -23110282.000000 Penalty: 5981.725586
	Iteration 86Q: 3 clusters Score -2.311028e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166912 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -23110218.000000 Penalty: 5981.725586
	Iteration 87Q: 3 clusters Score -2.311022e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166994 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -23110198.000000 Penalty: 5981.725586
	Iteration 88Q: 3 clusters Score -2.31102e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167081 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -23110154.000000 Penalty: 5981.725586
	Iteration 89Q: 3 clusters Score -2.311015e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167162 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -23110134.000000 Penalty: 5981.725586
	Iteration 90Q: 3 clusters Score -2.311013e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167241 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -23110092.000000 Penalty: 5981.725586
	Iteration 91Q: 3 clusters Score -2.311009e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167302 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -23110108.000000 Penalty: 5981.725586
	Iteration 92Q: 3 clusters Score -2.311011e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167363 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -23110076.000000 Penalty: 5981.725586
	Iteration 93Q: 3 clusters Score -2.311008e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167431 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -23110068.000000 Penalty: 5981.725586
	Iteration 94Q: 3 clusters Score -2.311007e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167504 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -23110058.000000 Penalty: 5981.725586
	Iteration 95Q: 3 clusters Score -2.311006e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167570 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -23110072.000000 Penalty: 5981.725586
	Iteration 96Q: 3 clusters Score -2.311007e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167625 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -23110038.000000 Penalty: 5981.725586
	Iteration 97Q: 3 clusters Score -2.311004e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167675 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -23110030.000000 Penalty: 5981.725586
	Iteration 98Q: 3 clusters Score -2.311003e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167735 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -23110038.000000 Penalty: 5981.725586
	Iteration 99Q: 3 clusters Score -2.311004e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167798 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -23110000.000000 Penalty: 5981.725586
	Iteration 100F: 3 clusters Score -2.311e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167869 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -23110028.000000 Penalty: 5981.725586
	Iteration 101Q: 3 clusters Score -2.311003e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167942 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -23110022.000000 Penalty: 5981.725586
	Iteration 102Q: 3 clusters Score -2.311002e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168010 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -23110026.000000 Penalty: 5981.725586
	Iteration 103Q: 3 clusters Score -2.311003e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168075 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -23110018.000000 Penalty: 5981.725586
	Iteration 104Q: 3 clusters Score -2.311002e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168125 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -23109976.000000 Penalty: 5981.725586
	Iteration 105Q: 3 clusters Score -2.310998e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168171 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -23109980.000000 Penalty: 5981.725586
	Iteration 106Q: 3 clusters Score -2.310998e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168229 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -23109966.000000 Penalty: 5981.725586
	Iteration 107Q: 3 clusters Score -2.310997e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168289 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -23109942.000000 Penalty: 5981.725586
	Iteration 108Q: 3 clusters Score -2.310994e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168338 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -23109934.000000 Penalty: 5981.725586
	Iteration 109Q: 3 clusters Score -2.310993e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168380 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -23109922.000000 Penalty: 5981.725586
	Iteration 110Q: 3 clusters Score -2.310992e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168430 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -23109924.000000 Penalty: 5981.725586
	Iteration 111Q: 3 clusters Score -2.310992e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168486 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -23109934.000000 Penalty: 5981.725586
	Iteration 112Q: 3 clusters Score -2.310993e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168532 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -23109916.000000 Penalty: 5981.725586
	Iteration 113Q: 3 clusters Score -2.310992e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168573 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -23109896.000000 Penalty: 5981.725586
	Iteration 114Q: 3 clusters Score -2.31099e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168612 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -23109876.000000 Penalty: 5981.725586
	Iteration 115Q: 3 clusters Score -2.310988e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168652 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -23109850.000000 Penalty: 5981.725586
	Iteration 116Q: 3 clusters Score -2.310985e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168705 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -23109842.000000 Penalty: 5981.725586
	Iteration 117Q: 3 clusters Score -2.310984e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168746 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -23109838.000000 Penalty: 5981.725586
	Iteration 118Q: 3 clusters Score -2.310984e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168788 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -23109844.000000 Penalty: 5981.725586
	Iteration 119Q: 3 clusters Score -2.310984e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168834 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -23109820.000000 Penalty: 5981.725586
	Iteration 120F: 3 clusters Score -2.310982e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168878 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -23109812.000000 Penalty: 5981.725586
	Iteration 121Q: 3 clusters Score -2.310981e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168918 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -23109804.000000 Penalty: 5981.725586
	Iteration 122Q: 3 clusters Score -2.31098e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168955 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -23109788.000000 Penalty: 5981.725586
	Iteration 123Q: 3 clusters Score -2.310979e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168977 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -23109812.000000 Penalty: 5981.725586
	Iteration 124Q: 3 clusters Score -2.310981e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169012 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -23109798.000000 Penalty: 5981.725586
	Iteration 125Q: 3 clusters Score -2.31098e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169044 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -23109796.000000 Penalty: 5981.725586
	Iteration 126Q: 3 clusters Score -2.31098e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169081 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -23109750.000000 Penalty: 5981.725586
	Iteration 127Q: 3 clusters Score -2.310975e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169114 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -23109748.000000 Penalty: 5981.725586
	Iteration 128Q: 3 clusters Score -2.310975e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169146 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -23109732.000000 Penalty: 5981.725586
	Iteration 129Q: 3 clusters Score -2.310973e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169184 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -23109724.000000 Penalty: 5981.725586
	Iteration 130Q: 3 clusters Score -2.310972e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169225 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -23109716.000000 Penalty: 5981.725586
	Iteration 131Q: 3 clusters Score -2.310972e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169263 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -23109710.000000 Penalty: 5981.725586
	Iteration 132Q: 3 clusters Score -2.310971e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169303 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -23109688.000000 Penalty: 5981.725586
	Iteration 133Q: 3 clusters Score -2.310969e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169334 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -23109674.000000 Penalty: 5981.725586
	Iteration 134Q: 3 clusters Score -2.310967e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169356 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -23109684.000000 Penalty: 5981.725586
	Iteration 135Q: 3 clusters Score -2.310968e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169371 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -23109684.000000 Penalty: 5981.725586
	Iteration 136Q: 3 clusters Score -2.310968e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169382 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -23109680.000000 Penalty: 5981.725586
	Iteration 137Q: 3 clusters Score -2.310968e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169400 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -23109662.000000 Penalty: 5981.725586
	Iteration 138Q: 3 clusters Score -2.310966e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169416 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -23109654.000000 Penalty: 5981.725586
	Iteration 139Q: 3 clusters Score -2.310965e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169434 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -23109648.000000 Penalty: 5981.725586
	Iteration 140F: 3 clusters Score -2.310965e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169450 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -23109644.000000 Penalty: 5981.725586
	Iteration 141Q: 3 clusters Score -2.310964e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169469 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -23109640.000000 Penalty: 5981.725586
	Iteration 142Q: 3 clusters Score -2.310964e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169488 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -23109634.000000 Penalty: 5981.725586
	Iteration 143Q: 3 clusters Score -2.310963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169505 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -23109640.000000 Penalty: 5981.725586
	Iteration 144Q: 3 clusters Score -2.310964e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169525 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -23109638.000000 Penalty: 5981.725586
	Iteration 145Q: 3 clusters Score -2.310964e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169543 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -23109608.000000 Penalty: 5981.725586
	Iteration 146Q: 3 clusters Score -2.310961e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169561 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -23109622.000000 Penalty: 5981.725586
	Iteration 147Q: 3 clusters Score -2.310962e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169581 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -23109602.000000 Penalty: 5981.725586
	Iteration 148Q: 3 clusters Score -2.31096e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169602 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -23109594.000000 Penalty: 5981.725586
	Iteration 149Q: 3 clusters Score -2.310959e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169619 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -23109608.000000 Penalty: 5981.725586
	Iteration 150Q: 3 clusters Score -2.310961e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169636 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -23109592.000000 Penalty: 5981.725586
	Iteration 151Q: 3 clusters Score -2.310959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169649 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -23109582.000000 Penalty: 5981.725586
	Iteration 152Q: 3 clusters Score -2.310958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169660 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -23109572.000000 Penalty: 5981.725586
	Iteration 153Q: 3 clusters Score -2.310957e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169675 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -23109560.000000 Penalty: 5981.725586
	Iteration 154Q: 3 clusters Score -2.310956e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169693 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -23109576.000000 Penalty: 5981.725586
	Iteration 155Q: 3 clusters Score -2.310958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169705 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -23109570.000000 Penalty: 5981.725586
	Iteration 156Q: 3 clusters Score -2.310957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169706 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -23109570.000000 Penalty: 5981.725586
	Iteration 157Q: 3 clusters Score -2.310957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169713 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -23109558.000000 Penalty: 5981.725586
	Iteration 158Q: 3 clusters Score -2.310956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169716 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -23109564.000000 Penalty: 5981.725586
	Iteration 159Q: 3 clusters Score -2.310956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169719 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -23109552.000000 Penalty: 5981.725586
	Iteration 160F: 3 clusters Score -2.310955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169723 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -23109556.000000 Penalty: 5981.725586
	Iteration 161Q: 3 clusters Score -2.310956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169727 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -23109562.000000 Penalty: 5981.725586
	Iteration 162Q: 3 clusters Score -2.310956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169729 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -23109562.000000 Penalty: 5981.725586
	Iteration 163Q: 3 clusters Score -2.310956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169731 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -23109558.000000 Penalty: 5981.725586
	Iteration 164Q: 3 clusters Score -2.310956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169733 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -23109556.000000 Penalty: 5981.725586
	Iteration 165Q: 3 clusters Score -2.310956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169733 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -23109556.000000 Penalty: 5981.725586
	Iteration 166F: 3 clusters Score -2.310956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (175649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175649 members 
Entering Unmasked Estep 
Score: -23732136.000000 Penalty: 2994.908447
	Iteration 0F: 2 clusters Score -2.373214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87696 members 
Mstep: Class 2 contains 87953 members 
Entering Unmasked Estep 
Score: -23622158.000000 Penalty: 5989.816895
	Iteration 0F: 3 clusters Score -2.362216e+07 nChanged 84196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85594 members 
Mstep: Class 2 contains 90055 members 
Entering Unmasked Estep 
Score: -23670908.000000 Penalty: 5989.816895
	Iteration 1F: 3 clusters Score -2.367091e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84288 members 
Mstep: Class 2 contains 91361 members 
Entering Unmasked Estep 
Score: -23671798.000000 Penalty: 5989.816895
	Iteration 2Q: 3 clusters Score -2.36718e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82135 members 
Mstep: Class 2 contains 93514 members 
Entering Unmasked Estep 
Score: -23672680.000000 Penalty: 5989.816895
	Iteration 3Q: 3 clusters Score -2.367268e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78735 members 
Mstep: Class 2 contains 96914 members 
Entering Unmasked Estep 
Score: -23673912.000000 Penalty: 5989.816895
	Iteration 4Q: 3 clusters Score -2.367391e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73616 members 
Mstep: Class 2 contains 102033 members 
Entering Unmasked Estep 
Score: -23675880.000000 Penalty: 5989.816895
	Iteration 5Q: 3 clusters Score -2.367588e+07 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65909 members 
Mstep: Class 2 contains 109740 members 
Entering Unmasked Estep 
Score: -23679474.000000 Penalty: 5989.816895
	Iteration 6Q: 3 clusters Score -2.367947e+07 nChanged 11351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 120895 members 
Entering Unmasked Estep 
Score: -23686402.000000 Penalty: 5989.816895
	Iteration 7F: 3 clusters Score -2.36864e+07 nChanged 14686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 135465 members 
Entering Unmasked Estep 
Score: -23698182.000000 Penalty: 5989.816895
	Iteration 8F: 3 clusters Score -2.369818e+07 nChanged 15785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 151190 members 
Entering Unmasked Estep 
Score: -23712748.000000 Penalty: 5989.816895
	Iteration 9F: 3 clusters Score -2.371275e+07 nChanged 12724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 163904 members 
Entering Unmasked Estep 
Score: -23723484.000000 Penalty: 5989.816895
	Iteration 10F: 3 clusters Score -2.372348e+07 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 171197 members 
Entering Unmasked Estep 
Score: -23727968.000000 Penalty: 5989.816895
	Iteration 11Q: 3 clusters Score -2.372797e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 173989 members 
Entering Unmasked Estep 
Score: -23728982.000000 Penalty: 5989.816895
	Iteration 12Q: 3 clusters Score -2.372898e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 174868 members 
Entering Unmasked Estep 
Score: -23729400.000000 Penalty: 5989.816895
	Iteration 13Q: 3 clusters Score -2.37294e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 175152 members 
Entering Unmasked Estep 
Score: -23729518.000000 Penalty: 5989.816895
	Iteration 14Q: 3 clusters Score -2.372952e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 175254 members 
Entering Unmasked Estep 
Score: -23729558.000000 Penalty: 5989.816895
	Iteration 15Q: 3 clusters Score -2.372956e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 175298 members 
Entering Unmasked Estep 
Score: -23729598.000000 Penalty: 5989.816895
	Iteration 16Q: 3 clusters Score -2.37296e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 175317 members 
Entering Unmasked Estep 
Score: -23729648.000000 Penalty: 5989.816895
	Iteration 17Q: 3 clusters Score -2.372965e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 175328 members 
Entering Unmasked Estep 
Score: -23729660.000000 Penalty: 5989.816895
	Iteration 18Q: 3 clusters Score -2.372966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 175332 members 
Entering Unmasked Estep 
Score: -23729650.000000 Penalty: 5989.816895
	Iteration 19Q: 3 clusters Score -2.372965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 175335 members 
Entering Unmasked Estep 
Score: -23729644.000000 Penalty: 5989.816895
	Iteration 20F: 3 clusters Score -2.372964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 175339 members 
Entering Unmasked Estep 
Score: -23729650.000000 Penalty: 5989.816895
	Iteration 21Q: 3 clusters Score -2.372965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 175340 members 
Entering Unmasked Estep 
Score: -23729660.000000 Penalty: 5989.816895
	Iteration 22Q: 3 clusters Score -2.372966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 175341 members 
Entering Unmasked Estep 
Score: -23729644.000000 Penalty: 5989.816895
	Iteration 23Q: 3 clusters Score -2.372964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 175342 members 
Entering Unmasked Estep 
Score: -23729636.000000 Penalty: 5989.816895
	Iteration 24Q: 3 clusters Score -2.372964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 175342 members 
Entering Unmasked Estep 
Score: -23729636.000000 Penalty: 5989.816895
	Iteration 25F: 3 clusters Score -2.372964e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -70644.742188 Penalty: 1592.562378
	Iteration 0F: 2 clusters Score -70644.74 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 304 members 
Entering Unmasked Estep 
Score: -69160.148438 Penalty: 3185.124756
	Iteration 0F: 3 clusters Score -69160.15 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -69734.226562 Penalty: 3185.124756
	Iteration 1F: 3 clusters Score -69734.23 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -70480.578125 Penalty: 3185.124756
	Iteration 2F: 3 clusters Score -70480.58 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -71116.906250 Penalty: 3185.124756
	Iteration 3F: 3 clusters Score -71116.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -71255.250000 Penalty: 3185.124756
	Iteration 4Q: 3 clusters Score -71255.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -71339.945312 Penalty: 3185.124756
	Iteration 5Q: 3 clusters Score -71339.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -71419.539062 Penalty: 3185.124756
	Iteration 6Q: 3 clusters Score -71419.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -71533.187500 Penalty: 3185.124756
	Iteration 7Q: 3 clusters Score -71533.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -71541.875000 Penalty: 3185.124756
	Iteration 8Q: 3 clusters Score -71541.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -71547.601562 Penalty: 3185.124756
	Iteration 9Q: 3 clusters Score -71547.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -71554.265625 Penalty: 3185.124756
	Iteration 10Q: 3 clusters Score -71554.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -71558.093750 Penalty: 3185.124756
	Iteration 11Q: 3 clusters Score -71558.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -71560.046875 Penalty: 3185.124756
	Iteration 12Q: 3 clusters Score -71560.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -71560.046875 Penalty: 3185.124756
	Iteration 13F: 3 clusters Score -71560.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60551 members 
Mstep: Class 3 contains 190580 members 
Mstep: Class 4 contains 54615 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98974 members 
Mstep: Class 7 contains 8721 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 117533 members 
Mstep: Class 10 contains 178475 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 11224 members 
Mstep: Class 13 contains 169385 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51327 members 
Mstep: Class 17 contains 74849 members 
Mstep: Class 18 contains 172807 members 
Mstep: Class 19 contains 175649 members 
Mstep: Class 20 contains 424 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2385 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 191 members 
Entering Unmasked Estep 
Score: -180410336.000000 Penalty: 87655.367188
Splitting cluster 20 changes total score from -180411328.000000 to -180410336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -47589.578125 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -47589.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46167.078125 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -46167.08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46291.312500 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -46291.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46311.191406 Penalty: 2952.808594
	Iteration 2Q: 3 clusters Score -46311.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46346.640625 Penalty: 2952.808594
	Iteration 3Q: 3 clusters Score -46346.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46375.769531 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -46375.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46386.406250 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -46386.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46386.406250 Penalty: 2952.808594
	Iteration 6F: 3 clusters Score -46386.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Entering Unmasked Estep 
Score: -53073.667969 Penalty: 1508.955811
	Iteration 0F: 2 clusters Score -53073.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -51580.875000 Penalty: 3017.911621
	Iteration 0F: 3 clusters Score -51580.88 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51741.343750 Penalty: 3017.911621
	Iteration 1F: 3 clusters Score -51741.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51798.296875 Penalty: 3017.911621
	Iteration 2Q: 3 clusters Score -51798.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51835.718750 Penalty: 3017.911621
	Iteration 3Q: 3 clusters Score -51835.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51861.988281 Penalty: 3017.911621
	Iteration 4Q: 3 clusters Score -51861.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51883.050781 Penalty: 3017.911621
	Iteration 5Q: 3 clusters Score -51883.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51903.007812 Penalty: 3017.911621
	Iteration 6Q: 3 clusters Score -51903.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51906.273438 Penalty: 3017.911621
	Iteration 7Q: 3 clusters Score -51906.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51911.578125 Penalty: 3017.911621
	Iteration 8Q: 3 clusters Score -51911.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51913.984375 Penalty: 3017.911621
	Iteration 9Q: 3 clusters Score -51913.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51913.984375 Penalty: 3017.911621
	Iteration 10F: 3 clusters Score -51913.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Entering Unmasked Estep 
Score: -313806.781250 Penalty: 1928.684692
	Iteration 0F: 2 clusters Score -313806.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -310920.250000 Penalty: 3857.369385
	Iteration 0F: 3 clusters Score -310920.2 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -311460.125000 Penalty: 3857.369385
	Iteration 1F: 3 clusters Score -311460.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -311625.843750 Penalty: 3857.369385
	Iteration 2F: 3 clusters Score -311625.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -311736.625000 Penalty: 3857.369385
	Iteration 3F: 3 clusters Score -311736.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -311820.468750 Penalty: 3857.369385
	Iteration 4Q: 3 clusters Score -311820.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -311870.968750 Penalty: 3857.369385
	Iteration 5Q: 3 clusters Score -311871 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -311907.843750 Penalty: 3857.369385
	Iteration 6Q: 3 clusters Score -311907.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -311936.781250 Penalty: 3857.369385
	Iteration 7Q: 3 clusters Score -311936.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -311952.312500 Penalty: 3857.369385
	Iteration 8Q: 3 clusters Score -311952.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -311960.750000 Penalty: 3857.369385
	Iteration 9Q: 3 clusters Score -311960.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -311969.093750 Penalty: 3857.369385
	Iteration 10Q: 3 clusters Score -311969.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -311977.687500 Penalty: 3857.369385
	Iteration 11Q: 3 clusters Score -311977.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -311989.750000 Penalty: 3857.369385
	Iteration 12Q: 3 clusters Score -311989.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -312001.656250 Penalty: 3857.369385
	Iteration 13Q: 3 clusters Score -312001.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -312010.218750 Penalty: 3857.369385
	Iteration 14Q: 3 clusters Score -312010.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -312020.687500 Penalty: 3857.369385
	Iteration 15Q: 3 clusters Score -312020.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -312030.656250 Penalty: 3857.369385
	Iteration 16Q: 3 clusters Score -312030.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -312037.937500 Penalty: 3857.369385
	Iteration 17Q: 3 clusters Score -312037.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -312043.593750 Penalty: 3857.369385
	Iteration 18Q: 3 clusters Score -312043.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -312047.250000 Penalty: 3857.369385
	Iteration 19Q: 3 clusters Score -312047.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -312051.687500 Penalty: 3857.369385
	Iteration 20F: 3 clusters Score -312051.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -312054.062500 Penalty: 3857.369385
	Iteration 21Q: 3 clusters Score -312054.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -312056.187500 Penalty: 3857.369385
	Iteration 22Q: 3 clusters Score -312056.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -312057.062500 Penalty: 3857.369385
	Iteration 23Q: 3 clusters Score -312057.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -312060.281250 Penalty: 3857.369385
	Iteration 24Q: 3 clusters Score -312060.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -312062.687500 Penalty: 3857.369385
	Iteration 25Q: 3 clusters Score -312062.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -312067.656250 Penalty: 3857.369385
	Iteration 26Q: 3 clusters Score -312067.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -312073.531250 Penalty: 3857.369385
	Iteration 27Q: 3 clusters Score -312073.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -312080.781250 Penalty: 3857.369385
	Iteration 28Q: 3 clusters Score -312080.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -312084.531250 Penalty: 3857.369385
	Iteration 29Q: 3 clusters Score -312084.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -312087.187500 Penalty: 3857.369385
	Iteration 30Q: 3 clusters Score -312087.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -312093.875000 Penalty: 3857.369385
	Iteration 31Q: 3 clusters Score -312093.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -312098.031250 Penalty: 3857.369385
	Iteration 32Q: 3 clusters Score -312098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -312099.812500 Penalty: 3857.369385
	Iteration 33Q: 3 clusters Score -312099.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -312101.875000 Penalty: 3857.369385
	Iteration 34Q: 3 clusters Score -312101.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -312102.125000 Penalty: 3857.369385
	Iteration 35Q: 3 clusters Score -312102.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -312102.468750 Penalty: 3857.369385
	Iteration 36Q: 3 clusters Score -312102.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -312103.406250 Penalty: 3857.369385
	Iteration 37Q: 3 clusters Score -312103.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -312104.468750 Penalty: 3857.369385
	Iteration 38Q: 3 clusters Score -312104.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -312107.125000 Penalty: 3857.369385
	Iteration 39Q: 3 clusters Score -312107.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -312108.343750 Penalty: 3857.369385
	Iteration 40F: 3 clusters Score -312108.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -71190.773438 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -71190.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69586.382812 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -69586.38 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -69832.843750 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -69832.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -70059.617188 Penalty: 3148.305176
	Iteration 2F: 3 clusters Score -70059.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70130.406250 Penalty: 3148.305176
	Iteration 3F: 3 clusters Score -70130.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -70175.062500 Penalty: 3148.305176
	Iteration 4Q: 3 clusters Score -70175.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -70211.140625 Penalty: 3148.305176
	Iteration 5Q: 3 clusters Score -70211.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -70238.234375 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -70238.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -70245.203125 Penalty: 3148.305176
	Iteration 7Q: 3 clusters Score -70245.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -70250.992188 Penalty: 3148.305176
	Iteration 8Q: 3 clusters Score -70250.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -70252.054688 Penalty: 3148.305176
	Iteration 9Q: 3 clusters Score -70252.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70254.593750 Penalty: 3148.305176
	Iteration 10Q: 3 clusters Score -70254.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70254.593750 Penalty: 3148.305176
	Iteration 11F: 3 clusters Score -70254.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60551 members 
Mstep: Class 3 contains 190580 members 
Mstep: Class 4 contains 54615 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98974 members 
Mstep: Class 7 contains 8721 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 117533 members 
Mstep: Class 10 contains 178475 members 
Mstep: Class 11 contains 6288 members 
Mstep: Class 12 contains 11224 members 
Mstep: Class 13 contains 169385 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51327 members 
Mstep: Class 17 contains 74849 members 
Mstep: Class 18 contains 172807 members 
Mstep: Class 19 contains 175649 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2385 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411312.000000 Penalty: 84149.148438
Iteration 439Q: 25 clusters Score -1.804113e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 60554 members 
Mstep: Class 3 contains 190604 members 
Mstep: Class 4 contains 54611 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98961 members 
Mstep: Class 7 contains 8720 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 117580 members 
Mstep: Class 10 contains 178492 members 
Mstep: Class 11 contains 6299 members 
Mstep: Class 12 contains 11217 members 
Mstep: Class 13 contains 169374 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51323 members 
Mstep: Class 17 contains 74871 members 
Mstep: Class 18 contains 172765 members 
Mstep: Class 19 contains 175609 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2384 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411088.000000 Penalty: 84149.148438
Iteration 440F: 25 clusters Score -1.804111e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 60548 members 
Mstep: Class 3 contains 190621 members 
Mstep: Class 4 contains 54608 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98937 members 
Mstep: Class 7 contains 8720 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 117626 members 
Mstep: Class 10 contains 178498 members 
Mstep: Class 11 contains 6302 members 
Mstep: Class 12 contains 11213 members 
Mstep: Class 13 contains 169366 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51320 members 
Mstep: Class 17 contains 74885 members 
Mstep: Class 18 contains 172721 members 
Mstep: Class 19 contains 175621 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2379 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411568.000000 Penalty: 84149.148438
Iteration 441Q: 25 clusters Score -1.804116e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 60539 members 
Mstep: Class 3 contains 190647 members 
Mstep: Class 4 contains 54603 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98912 members 
Mstep: Class 7 contains 8720 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 117672 members 
Mstep: Class 10 contains 178519 members 
Mstep: Class 11 contains 6303 members 
Mstep: Class 12 contains 11204 members 
Mstep: Class 13 contains 169331 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51319 members 
Mstep: Class 17 contains 74907 members 
Mstep: Class 18 contains 172664 members 
Mstep: Class 19 contains 175653 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2372 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411584.000000 Penalty: 84149.148438
Iteration 442Q: 25 clusters Score -1.804116e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 60528 members 
Mstep: Class 3 contains 190663 members 
Mstep: Class 4 contains 54602 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98889 members 
Mstep: Class 7 contains 8720 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 117719 members 
Mstep: Class 10 contains 178528 members 
Mstep: Class 11 contains 6304 members 
Mstep: Class 12 contains 11196 members 
Mstep: Class 13 contains 169305 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51314 members 
Mstep: Class 17 contains 74921 members 
Mstep: Class 18 contains 172647 members 
Mstep: Class 19 contains 175660 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2369 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412000.000000 Penalty: 84149.148438
Iteration 443Q: 25 clusters Score -1.80412e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 60524 members 
Mstep: Class 3 contains 190684 members 
Mstep: Class 4 contains 54607 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98879 members 
Mstep: Class 7 contains 8720 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 117780 members 
Mstep: Class 10 contains 178538 members 
Mstep: Class 11 contains 6306 members 
Mstep: Class 12 contains 11182 members 
Mstep: Class 13 contains 169255 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51305 members 
Mstep: Class 17 contains 74938 members 
Mstep: Class 18 contains 172605 members 
Mstep: Class 19 contains 175678 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2363 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412000.000000 Penalty: 84149.148438
Iteration 444Q: 25 clusters Score -1.80412e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 60528 members 
Mstep: Class 3 contains 190693 members 
Mstep: Class 4 contains 54607 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98873 members 
Mstep: Class 7 contains 8718 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 117840 members 
Mstep: Class 10 contains 178528 members 
Mstep: Class 11 contains 6314 members 
Mstep: Class 12 contains 11170 members 
Mstep: Class 13 contains 169219 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51304 members 
Mstep: Class 17 contains 74958 members 
Mstep: Class 18 contains 172575 members 
Mstep: Class 19 contains 175678 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2359 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411968.000000 Penalty: 84149.148438
Iteration 445Q: 25 clusters Score -1.80412e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60519 members 
Mstep: Class 3 contains 190696 members 
Mstep: Class 4 contains 54596 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98865 members 
Mstep: Class 7 contains 8716 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 117884 members 
Mstep: Class 10 contains 178528 members 
Mstep: Class 11 contains 6317 members 
Mstep: Class 12 contains 11160 members 
Mstep: Class 13 contains 169195 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51307 members 
Mstep: Class 17 contains 74972 members 
Mstep: Class 18 contains 172561 members 
Mstep: Class 19 contains 175694 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2353 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411968.000000 Penalty: 84149.148438
Iteration 446Q: 25 clusters Score -1.80412e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60522 members 
Mstep: Class 3 contains 190708 members 
Mstep: Class 4 contains 54593 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98855 members 
Mstep: Class 7 contains 8715 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 117921 members 
Mstep: Class 10 contains 178521 members 
Mstep: Class 11 contains 6323 members 
Mstep: Class 12 contains 11139 members 
Mstep: Class 13 contains 169158 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51307 members 
Mstep: Class 17 contains 74987 members 
Mstep: Class 18 contains 172556 members 
Mstep: Class 19 contains 175713 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2345 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412144.000000 Penalty: 84149.148438
Iteration 447Q: 25 clusters Score -1.804121e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60524 members 
Mstep: Class 3 contains 190721 members 
Mstep: Class 4 contains 54585 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98842 members 
Mstep: Class 7 contains 8714 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 117956 members 
Mstep: Class 10 contains 178507 members 
Mstep: Class 11 contains 6332 members 
Mstep: Class 12 contains 11115 members 
Mstep: Class 13 contains 169140 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51301 members 
Mstep: Class 17 contains 75004 members 
Mstep: Class 18 contains 172562 members 
Mstep: Class 19 contains 175716 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2344 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412064.000000 Penalty: 84149.148438
Iteration 448Q: 25 clusters Score -1.804121e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60514 members 
Mstep: Class 3 contains 190739 members 
Mstep: Class 4 contains 54584 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98831 members 
Mstep: Class 7 contains 8713 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 118016 members 
Mstep: Class 10 contains 178487 members 
Mstep: Class 11 contains 6345 members 
Mstep: Class 12 contains 11095 members 
Mstep: Class 13 contains 169116 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51293 members 
Mstep: Class 17 contains 75035 members 
Mstep: Class 18 contains 172546 members 
Mstep: Class 19 contains 175707 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2342 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411824.000000 Penalty: 84149.148438
Iteration 449Q: 25 clusters Score -1.804118e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60495 members 
Mstep: Class 3 contains 190770 members 
Mstep: Class 4 contains 54578 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98812 members 
Mstep: Class 7 contains 8712 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 118066 members 
Mstep: Class 10 contains 178479 members 
Mstep: Class 11 contains 6354 members 
Mstep: Class 12 contains 11077 members 
Mstep: Class 13 contains 169097 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51290 members 
Mstep: Class 17 contains 75063 members 
Mstep: Class 18 contains 172556 members 
Mstep: Class 19 contains 175677 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2337 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412016.000000 Penalty: 84149.148438
Iteration 450Q: 25 clusters Score -1.80412e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60477 members 
Mstep: Class 3 contains 190805 members 
Mstep: Class 4 contains 54570 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98791 members 
Mstep: Class 7 contains 8709 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 118118 members 
Mstep: Class 10 contains 178478 members 
Mstep: Class 11 contains 6361 members 
Mstep: Class 12 contains 11051 members 
Mstep: Class 13 contains 169070 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51279 members 
Mstep: Class 17 contains 75092 members 
Mstep: Class 18 contains 172547 members 
Mstep: Class 19 contains 175681 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2334 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412112.000000 Penalty: 84149.148438
Iteration 451Q: 25 clusters Score -1.804121e+08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60467 members 
Mstep: Class 3 contains 190826 members 
Mstep: Class 4 contains 54557 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98770 members 
Mstep: Class 7 contains 8709 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 118157 members 
Mstep: Class 10 contains 178471 members 
Mstep: Class 11 contains 6367 members 
Mstep: Class 12 contains 11020 members 
Mstep: Class 13 contains 169038 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51274 members 
Mstep: Class 17 contains 75123 members 
Mstep: Class 18 contains 172579 members 
Mstep: Class 19 contains 175672 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2333 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412112.000000 Penalty: 84149.148438
Iteration 452Q: 25 clusters Score -1.804121e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 60453 members 
Mstep: Class 3 contains 190839 members 
Mstep: Class 4 contains 54542 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98741 members 
Mstep: Class 7 contains 8709 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 118199 members 
Mstep: Class 10 contains 178488 members 
Mstep: Class 11 contains 6372 members 
Mstep: Class 12 contains 10998 members 
Mstep: Class 13 contains 169012 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51260 members 
Mstep: Class 17 contains 75145 members 
Mstep: Class 18 contains 172579 members 
Mstep: Class 19 contains 175692 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2333 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411984.000000 Penalty: 84149.148438
Iteration 453Q: 25 clusters Score -1.80412e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60435 members 
Mstep: Class 3 contains 190858 members 
Mstep: Class 4 contains 54530 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98726 members 
Mstep: Class 7 contains 8709 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 118251 members 
Mstep: Class 10 contains 178492 members 
Mstep: Class 11 contains 6378 members 
Mstep: Class 12 contains 10974 members 
Mstep: Class 13 contains 168993 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51250 members 
Mstep: Class 17 contains 75166 members 
Mstep: Class 18 contains 172586 members 
Mstep: Class 19 contains 175683 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2332 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411728.000000 Penalty: 84149.148438
Iteration 454Q: 25 clusters Score -1.804117e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60423 members 
Mstep: Class 3 contains 190892 members 
Mstep: Class 4 contains 54527 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98704 members 
Mstep: Class 7 contains 8707 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 118286 members 
Mstep: Class 10 contains 178487 members 
Mstep: Class 11 contains 6388 members 
Mstep: Class 12 contains 10951 members 
Mstep: Class 13 contains 168973 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51244 members 
Mstep: Class 17 contains 75188 members 
Mstep: Class 18 contains 172583 members 
Mstep: Class 19 contains 175680 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2330 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411504.000000 Penalty: 84149.148438
Iteration 455Q: 25 clusters Score -1.804115e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60400 members 
Mstep: Class 3 contains 190924 members 
Mstep: Class 4 contains 54529 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98684 members 
Mstep: Class 7 contains 8704 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 118317 members 
Mstep: Class 10 contains 178532 members 
Mstep: Class 11 contains 6399 members 
Mstep: Class 12 contains 10925 members 
Mstep: Class 13 contains 168954 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51236 members 
Mstep: Class 17 contains 75216 members 
Mstep: Class 18 contains 172572 members 
Mstep: Class 19 contains 175643 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2328 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411680.000000 Penalty: 84149.148438
Iteration 456Q: 25 clusters Score -1.804117e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 60384 members 
Mstep: Class 3 contains 190964 members 
Mstep: Class 4 contains 54516 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98660 members 
Mstep: Class 7 contains 8702 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 118379 members 
Mstep: Class 10 contains 178545 members 
Mstep: Class 11 contains 6409 members 
Mstep: Class 12 contains 10903 members 
Mstep: Class 13 contains 168930 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51221 members 
Mstep: Class 17 contains 75236 members 
Mstep: Class 18 contains 172546 members 
Mstep: Class 19 contains 175643 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2324 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411056.000000 Penalty: 84149.148438
Iteration 457Q: 25 clusters Score -1.804111e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 60371 members 
Mstep: Class 3 contains 190973 members 
Mstep: Class 4 contains 54509 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98638 members 
Mstep: Class 7 contains 8701 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 118443 members 
Mstep: Class 10 contains 178574 members 
Mstep: Class 11 contains 6420 members 
Mstep: Class 12 contains 10878 members 
Mstep: Class 13 contains 168896 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51212 members 
Mstep: Class 17 contains 75258 members 
Mstep: Class 18 contains 172551 members 
Mstep: Class 19 contains 175618 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2320 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411280.000000 Penalty: 84149.148438
Iteration 458Q: 25 clusters Score -1.804113e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 60364 members 
Mstep: Class 3 contains 191006 members 
Mstep: Class 4 contains 54506 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98610 members 
Mstep: Class 7 contains 8700 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 118495 members 
Mstep: Class 10 contains 178604 members 
Mstep: Class 11 contains 6427 members 
Mstep: Class 12 contains 10858 members 
Mstep: Class 13 contains 168859 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51206 members 
Mstep: Class 17 contains 75283 members 
Mstep: Class 18 contains 172555 members 
Mstep: Class 19 contains 175570 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2319 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410960.000000 Penalty: 84149.148438
Iteration 459Q: 25 clusters Score -1.80411e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 60359 members 
Mstep: Class 3 contains 191035 members 
Mstep: Class 4 contains 54503 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98595 members 
Mstep: Class 7 contains 8697 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 118550 members 
Mstep: Class 10 contains 178623 members 
Mstep: Class 11 contains 6430 members 
Mstep: Class 12 contains 10834 members 
Mstep: Class 13 contains 168816 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51199 members 
Mstep: Class 17 contains 75315 members 
Mstep: Class 18 contains 172556 members 
Mstep: Class 19 contains 175531 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2319 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410976.000000 Penalty: 84149.148438
Iteration 460F: 25 clusters Score -1.80411e+08 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 60339 members 
Mstep: Class 3 contains 191050 members 
Mstep: Class 4 contains 54497 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98577 members 
Mstep: Class 7 contains 8692 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 118620 members 
Mstep: Class 10 contains 178632 members 
Mstep: Class 11 contains 6431 members 
Mstep: Class 12 contains 10815 members 
Mstep: Class 13 contains 168783 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51192 members 
Mstep: Class 17 contains 75341 members 
Mstep: Class 18 contains 172559 members 
Mstep: Class 19 contains 175520 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2314 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410880.000000 Penalty: 84149.148438
Iteration 461Q: 25 clusters Score -1.804109e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 60324 members 
Mstep: Class 3 contains 191066 members 
Mstep: Class 4 contains 54499 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98565 members 
Mstep: Class 7 contains 8688 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 118692 members 
Mstep: Class 10 contains 178618 members 
Mstep: Class 11 contains 6429 members 
Mstep: Class 12 contains 10794 members 
Mstep: Class 13 contains 168768 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51177 members 
Mstep: Class 17 contains 75383 members 
Mstep: Class 18 contains 172575 members 
Mstep: Class 19 contains 175475 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2309 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410832.000000 Penalty: 84149.148438
Iteration 462Q: 25 clusters Score -1.804108e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 60308 members 
Mstep: Class 3 contains 191084 members 
Mstep: Class 4 contains 54509 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98539 members 
Mstep: Class 7 contains 8687 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 118755 members 
Mstep: Class 10 contains 178620 members 
Mstep: Class 11 contains 6429 members 
Mstep: Class 12 contains 10775 members 
Mstep: Class 13 contains 168742 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51160 members 
Mstep: Class 17 contains 75409 members 
Mstep: Class 18 contains 172583 members 
Mstep: Class 19 contains 175457 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2305 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410496.000000 Penalty: 84149.148438
Iteration 463Q: 25 clusters Score -1.804105e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60290 members 
Mstep: Class 3 contains 191106 members 
Mstep: Class 4 contains 54519 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98521 members 
Mstep: Class 7 contains 8686 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 118835 members 
Mstep: Class 10 contains 178647 members 
Mstep: Class 11 contains 6432 members 
Mstep: Class 12 contains 10750 members 
Mstep: Class 13 contains 168719 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51138 members 
Mstep: Class 17 contains 75443 members 
Mstep: Class 18 contains 172570 members 
Mstep: Class 19 contains 175401 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2304 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410704.000000 Penalty: 84149.148438
Iteration 464Q: 25 clusters Score -1.804107e+08 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60270 members 
Mstep: Class 3 contains 191123 members 
Mstep: Class 4 contains 54536 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98505 members 
Mstep: Class 7 contains 8684 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 118931 members 
Mstep: Class 10 contains 178652 members 
Mstep: Class 11 contains 6440 members 
Mstep: Class 12 contains 10724 members 
Mstep: Class 13 contains 168683 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51128 members 
Mstep: Class 17 contains 75472 members 
Mstep: Class 18 contains 172566 members 
Mstep: Class 19 contains 175345 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2302 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411008.000000 Penalty: 84149.148438
Iteration 465Q: 25 clusters Score -1.80411e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60238 members 
Mstep: Class 3 contains 191160 members 
Mstep: Class 4 contains 54540 members 
Mstep: Class 5 contains 709 members 
Mstep: Class 6 contains 98471 members 
Mstep: Class 7 contains 8684 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 119035 members 
Mstep: Class 10 contains 178665 members 
Mstep: Class 11 contains 6441 members 
Mstep: Class 12 contains 10693 members 
Mstep: Class 13 contains 168663 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51116 members 
Mstep: Class 17 contains 75505 members 
Mstep: Class 18 contains 172575 members 
Mstep: Class 19 contains 175276 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2299 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410864.000000 Penalty: 84149.148438
Iteration 466Q: 25 clusters Score -1.804109e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60214 members 
Mstep: Class 3 contains 191181 members 
Mstep: Class 4 contains 54545 members 
Mstep: Class 5 contains 710 members 
Mstep: Class 6 contains 98442 members 
Mstep: Class 7 contains 8684 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 119137 members 
Mstep: Class 10 contains 178653 members 
Mstep: Class 11 contains 6446 members 
Mstep: Class 12 contains 10669 members 
Mstep: Class 13 contains 168653 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51103 members 
Mstep: Class 17 contains 75526 members 
Mstep: Class 18 contains 172597 members 
Mstep: Class 19 contains 175219 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2291 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411296.000000 Penalty: 84149.148438
Iteration 467Q: 25 clusters Score -1.804113e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 60197 members 
Mstep: Class 3 contains 191194 members 
Mstep: Class 4 contains 54556 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 98419 members 
Mstep: Class 7 contains 8684 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 119215 members 
Mstep: Class 10 contains 178610 members 
Mstep: Class 11 contains 6455 members 
Mstep: Class 12 contains 10653 members 
Mstep: Class 13 contains 168671 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51098 members 
Mstep: Class 17 contains 75560 members 
Mstep: Class 18 contains 172606 members 
Mstep: Class 19 contains 175153 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2287 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411120.000000 Penalty: 84149.148438
Iteration 468Q: 25 clusters Score -1.804111e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60193 members 
Mstep: Class 3 contains 191200 members 
Mstep: Class 4 contains 54559 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 98391 members 
Mstep: Class 7 contains 8684 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 119315 members 
Mstep: Class 10 contains 178593 members 
Mstep: Class 11 contains 6468 members 
Mstep: Class 12 contains 10635 members 
Mstep: Class 13 contains 168687 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51093 members 
Mstep: Class 17 contains 75586 members 
Mstep: Class 18 contains 172610 members 
Mstep: Class 19 contains 175063 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2282 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411248.000000 Penalty: 84149.148438
Iteration 469Q: 25 clusters Score -1.804112e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60174 members 
Mstep: Class 3 contains 191208 members 
Mstep: Class 4 contains 54563 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 98359 members 
Mstep: Class 7 contains 8684 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 119438 members 
Mstep: Class 10 contains 178593 members 
Mstep: Class 11 contains 6478 members 
Mstep: Class 12 contains 10625 members 
Mstep: Class 13 contains 168734 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51075 members 
Mstep: Class 17 contains 75600 members 
Mstep: Class 18 contains 172592 members 
Mstep: Class 19 contains 174959 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2277 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411008.000000 Penalty: 84149.148438
Iteration 470Q: 25 clusters Score -1.80411e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60158 members 
Mstep: Class 3 contains 191208 members 
Mstep: Class 4 contains 54582 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 98334 members 
Mstep: Class 7 contains 8683 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 119551 members 
Mstep: Class 10 contains 178604 members 
Mstep: Class 11 contains 6490 members 
Mstep: Class 12 contains 10608 members 
Mstep: Class 13 contains 168762 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51052 members 
Mstep: Class 17 contains 75623 members 
Mstep: Class 18 contains 172575 members 
Mstep: Class 19 contains 174860 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2269 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411056.000000 Penalty: 84149.148438
Iteration 471Q: 25 clusters Score -1.804111e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60137 members 
Mstep: Class 3 contains 191208 members 
Mstep: Class 4 contains 54590 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 98307 members 
Mstep: Class 7 contains 8681 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 119681 members 
Mstep: Class 10 contains 178591 members 
Mstep: Class 11 contains 6496 members 
Mstep: Class 12 contains 10588 members 
Mstep: Class 13 contains 168802 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51039 members 
Mstep: Class 17 contains 75655 members 
Mstep: Class 18 contains 172574 members 
Mstep: Class 19 contains 174745 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2265 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410752.000000 Penalty: 84149.148438
Iteration 472Q: 25 clusters Score -1.804108e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60119 members 
Mstep: Class 3 contains 191190 members 
Mstep: Class 4 contains 54601 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 98284 members 
Mstep: Class 7 contains 8678 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 119797 members 
Mstep: Class 10 contains 178576 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 12 contains 10571 members 
Mstep: Class 13 contains 168835 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51027 members 
Mstep: Class 17 contains 75678 members 
Mstep: Class 18 contains 172563 members 
Mstep: Class 19 contains 174678 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2260 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410816.000000 Penalty: 84149.148438
Iteration 473Q: 25 clusters Score -1.804108e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60110 members 
Mstep: Class 3 contains 191181 members 
Mstep: Class 4 contains 54604 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 98257 members 
Mstep: Class 7 contains 8676 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 119893 members 
Mstep: Class 10 contains 178576 members 
Mstep: Class 11 contains 6503 members 
Mstep: Class 12 contains 10558 members 
Mstep: Class 13 contains 168875 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51017 members 
Mstep: Class 17 contains 75695 members 
Mstep: Class 18 contains 172538 members 
Mstep: Class 19 contains 174621 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2255 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410928.000000 Penalty: 84149.148438
Iteration 474Q: 25 clusters Score -1.804109e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 60101 members 
Mstep: Class 3 contains 191196 members 
Mstep: Class 4 contains 54618 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 98217 members 
Mstep: Class 7 contains 8673 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 120000 members 
Mstep: Class 10 contains 178548 members 
Mstep: Class 11 contains 6505 members 
Mstep: Class 12 contains 10545 members 
Mstep: Class 13 contains 168871 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51012 members 
Mstep: Class 17 contains 75715 members 
Mstep: Class 18 contains 172493 members 
Mstep: Class 19 contains 174615 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2250 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411280.000000 Penalty: 84149.148438
Iteration 475Q: 25 clusters Score -1.804113e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 60084 members 
Mstep: Class 3 contains 191212 members 
Mstep: Class 4 contains 54631 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 98189 members 
Mstep: Class 7 contains 8671 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 120104 members 
Mstep: Class 10 contains 178546 members 
Mstep: Class 11 contains 6508 members 
Mstep: Class 12 contains 10523 members 
Mstep: Class 13 contains 168847 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 51012 members 
Mstep: Class 17 contains 75742 members 
Mstep: Class 18 contains 172477 members 
Mstep: Class 19 contains 174565 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2249 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411088.000000 Penalty: 84149.148438
Iteration 476Q: 25 clusters Score -1.804111e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 60077 members 
Mstep: Class 3 contains 191223 members 
Mstep: Class 4 contains 54657 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 98161 members 
Mstep: Class 7 contains 8671 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 120210 members 
Mstep: Class 10 contains 178539 members 
Mstep: Class 11 contains 6510 members 
Mstep: Class 12 contains 10510 members 
Mstep: Class 13 contains 168837 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50997 members 
Mstep: Class 17 contains 75755 members 
Mstep: Class 18 contains 172461 members 
Mstep: Class 19 contains 174504 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2248 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411136.000000 Penalty: 84149.148438
Iteration 477Q: 25 clusters Score -1.804111e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 60067 members 
Mstep: Class 3 contains 191243 members 
Mstep: Class 4 contains 54686 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 98135 members 
Mstep: Class 7 contains 8669 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 120326 members 
Mstep: Class 10 contains 178521 members 
Mstep: Class 11 contains 6511 members 
Mstep: Class 12 contains 10499 members 
Mstep: Class 13 contains 168822 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50985 members 
Mstep: Class 17 contains 75761 members 
Mstep: Class 18 contains 172463 members 
Mstep: Class 19 contains 174427 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411088.000000 Penalty: 84149.148438
Iteration 478Q: 25 clusters Score -1.804111e+08 nChanged 873
Entering ConstructFrom: 
Score: -180411088.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (3154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Entering Unmasked Estep 
Score: -412838.968750 Penalty: 1997.993896
	Iteration 0F: 2 clusters Score -412839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -409652.375000 Penalty: 3995.987793
	Iteration 0F: 3 clusters Score -409652.4 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -410687.312500 Penalty: 3995.987793
	Iteration 1F: 3 clusters Score -410687.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -411400.531250 Penalty: 3995.987793
	Iteration 2F: 3 clusters Score -411400.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -412452.906250 Penalty: 3995.987793
	Iteration 3F: 3 clusters Score -412452.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -413305.343750 Penalty: 3995.987793
	Iteration 4F: 3 clusters Score -413305.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -413712.093750 Penalty: 3995.987793
	Iteration 5F: 3 clusters Score -413712.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -413856.343750 Penalty: 3995.987793
	Iteration 6Q: 3 clusters Score -413856.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -413907.687500 Penalty: 3995.987793
	Iteration 7Q: 3 clusters Score -413907.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -413937.968750 Penalty: 3995.987793
	Iteration 8Q: 3 clusters Score -413938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -413955.968750 Penalty: 3995.987793
	Iteration 9Q: 3 clusters Score -413956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -413975.000000 Penalty: 3995.987793
	Iteration 10Q: 3 clusters Score -413975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -413992.468750 Penalty: 3995.987793
	Iteration 11Q: 3 clusters Score -413992.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -414001.531250 Penalty: 3995.987793
	Iteration 12Q: 3 clusters Score -414001.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -414012.562500 Penalty: 3995.987793
	Iteration 13Q: 3 clusters Score -414012.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -414018.250000 Penalty: 3995.987793
	Iteration 14Q: 3 clusters Score -414018.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -414025.500000 Penalty: 3995.987793
	Iteration 15Q: 3 clusters Score -414025.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -414027.593750 Penalty: 3995.987793
	Iteration 16Q: 3 clusters Score -414027.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -414029.062500 Penalty: 3995.987793
	Iteration 17Q: 3 clusters Score -414029.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -414029.062500 Penalty: 3995.987793
	Iteration 18F: 3 clusters Score -414029.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 60065 members 
Mstep: Class 3 contains 191232 members 
Mstep: Class 4 contains 54712 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 98108 members 
Mstep: Class 7 contains 8669 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 120434 members 
Mstep: Class 10 contains 178488 members 
Mstep: Class 11 contains 6517 members 
Mstep: Class 12 contains 10489 members 
Mstep: Class 13 contains 168804 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50971 members 
Mstep: Class 17 contains 75770 members 
Mstep: Class 18 contains 172444 members 
Mstep: Class 19 contains 174415 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 444 members 
Entering Unmasked Estep 
Score: -180408944.000000 Penalty: 87655.367188
Splitting cluster 1 changes total score from -180411088.000000 to -180408944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (60065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60065 members 
Entering Unmasked Estep 
Score: -7980055.500000 Penalty: 2728.789307
	Iteration 0F: 2 clusters Score -7980056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -7939788.000000 Penalty: 5457.578613
	Iteration 0F: 3 clusters Score -7939788 nChanged 27992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -7955202.000000 Penalty: 5457.578613
	Iteration 1F: 3 clusters Score -7955202 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -7955841.000000 Penalty: 5457.578613
	Iteration 2Q: 3 clusters Score -7955841 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -7956650.000000 Penalty: 5457.578613
	Iteration 3Q: 3 clusters Score -7956650 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -7957868.500000 Penalty: 5457.578613
	Iteration 4Q: 3 clusters Score -7957868 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -7959964.000000 Penalty: 5457.578613
	Iteration 5F: 3 clusters Score -7959964 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -7963100.000000 Penalty: 5457.578613
	Iteration 6F: 3 clusters Score -7963100 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -7967229.000000 Penalty: 5457.578613
	Iteration 7F: 3 clusters Score -7967229 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -7971224.500000 Penalty: 5457.578613
	Iteration 8F: 3 clusters Score -7971224 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56210 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -7974286.000000 Penalty: 5457.578613
	Iteration 9F: 3 clusters Score -7974286 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7976007.500000 Penalty: 5457.578613
	Iteration 10Q: 3 clusters Score -7976008 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59099 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7976861.000000 Penalty: 5457.578613
	Iteration 11Q: 3 clusters Score -7976861 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59501 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7977276.500000 Penalty: 5457.578613
	Iteration 12Q: 3 clusters Score -7977276 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7977484.500000 Penalty: 5457.578613
	Iteration 13Q: 3 clusters Score -7977484 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59731 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7977593.000000 Penalty: 5457.578613
	Iteration 14Q: 3 clusters Score -7977593 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59757 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7977649.000000 Penalty: 5457.578613
	Iteration 15Q: 3 clusters Score -7977649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59771 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7977679.000000 Penalty: 5457.578613
	Iteration 16Q: 3 clusters Score -7977679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7977688.500000 Penalty: 5457.578613
	Iteration 17Q: 3 clusters Score -7977688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7977694.000000 Penalty: 5457.578613
	Iteration 18Q: 3 clusters Score -7977694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7977703.500000 Penalty: 5457.578613
	Iteration 19Q: 3 clusters Score -7977704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7977708.000000 Penalty: 5457.578613
	Iteration 20F: 3 clusters Score -7977708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7977717.500000 Penalty: 5457.578613
	Iteration 21Q: 3 clusters Score -7977718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7977716.500000 Penalty: 5457.578613
	Iteration 22Q: 3 clusters Score -7977716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7977717.500000 Penalty: 5457.578613
	Iteration 23Q: 3 clusters Score -7977718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59783 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7977717.500000 Penalty: 5457.578613
	Iteration 24F: 3 clusters Score -7977718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (191232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191232 members 
Entering Unmasked Estep 
Score: -25613752.000000 Penalty: 3015.988037
	Iteration 0F: 2 clusters Score -2.561375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95790 members 
Mstep: Class 2 contains 95442 members 
Entering Unmasked Estep 
Score: -25494810.000000 Penalty: 6031.976074
	Iteration 0F: 3 clusters Score -2.549481e+07 nChanged 92212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100452 members 
Mstep: Class 2 contains 90780 members 
Entering Unmasked Estep 
Score: -25548448.000000 Penalty: 6031.976074
	Iteration 1F: 3 clusters Score -2.554845e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103920 members 
Mstep: Class 2 contains 87312 members 
Entering Unmasked Estep 
Score: -25549748.000000 Penalty: 6031.976074
	Iteration 2Q: 3 clusters Score -2.554975e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109528 members 
Mstep: Class 2 contains 81704 members 
Entering Unmasked Estep 
Score: -25551942.000000 Penalty: 6031.976074
	Iteration 3Q: 3 clusters Score -2.555194e+07 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118043 members 
Mstep: Class 2 contains 73189 members 
Entering Unmasked Estep 
Score: -25556560.000000 Penalty: 6031.976074
	Iteration 4Q: 3 clusters Score -2.555656e+07 nChanged 12879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130094 members 
Mstep: Class 2 contains 61138 members 
Entering Unmasked Estep 
Score: -25565132.000000 Penalty: 6031.976074
	Iteration 5F: 3 clusters Score -2.556513e+07 nChanged 15788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145202 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -25578284.000000 Penalty: 6031.976074
	Iteration 6F: 3 clusters Score -2.557828e+07 nChanged 16389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161017 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -25593364.000000 Penalty: 6031.976074
	Iteration 7F: 3 clusters Score -2.559336e+07 nChanged 13822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174479 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -25603882.000000 Penalty: 6031.976074
	Iteration 8F: 3 clusters Score -2.560388e+07 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183024 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -25608696.000000 Penalty: 6031.976074
	Iteration 9Q: 3 clusters Score -2.56087e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187258 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -25610442.000000 Penalty: 6031.976074
	Iteration 10Q: 3 clusters Score -2.561044e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189181 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -25610952.000000 Penalty: 6031.976074
	Iteration 11Q: 3 clusters Score -2.561095e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189975 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -25611188.000000 Penalty: 6031.976074
	Iteration 12Q: 3 clusters Score -2.561119e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190304 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -25611276.000000 Penalty: 6031.976074
	Iteration 13Q: 3 clusters Score -2.561128e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190458 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -25611314.000000 Penalty: 6031.976074
	Iteration 14Q: 3 clusters Score -2.561131e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190543 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -25611338.000000 Penalty: 6031.976074
	Iteration 15Q: 3 clusters Score -2.561134e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190592 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -25611372.000000 Penalty: 6031.976074
	Iteration 16Q: 3 clusters Score -2.561137e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190630 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -25611336.000000 Penalty: 6031.976074
	Iteration 17Q: 3 clusters Score -2.561134e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190647 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -25611386.000000 Penalty: 6031.976074
	Iteration 18Q: 3 clusters Score -2.561139e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190661 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -25611376.000000 Penalty: 6031.976074
	Iteration 19Q: 3 clusters Score -2.561138e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190679 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -25611394.000000 Penalty: 6031.976074
	Iteration 20F: 3 clusters Score -2.561139e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190687 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -25611408.000000 Penalty: 6031.976074
	Iteration 21Q: 3 clusters Score -2.561141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190689 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -25611400.000000 Penalty: 6031.976074
	Iteration 22Q: 3 clusters Score -2.56114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190691 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -25611396.000000 Penalty: 6031.976074
	Iteration 23Q: 3 clusters Score -2.56114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190692 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -25611414.000000 Penalty: 6031.976074
	Iteration 24Q: 3 clusters Score -2.561141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190697 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -25611400.000000 Penalty: 6031.976074
	Iteration 25Q: 3 clusters Score -2.56114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190697 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -25611406.000000 Penalty: 6031.976074
	Iteration 26Q: 3 clusters Score -2.561141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190696 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -25611400.000000 Penalty: 6031.976074
	Iteration 27Q: 3 clusters Score -2.56114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190696 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -25611400.000000 Penalty: 6031.976074
	Iteration 28F: 3 clusters Score -2.56114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (54712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54712 members 
Entering Unmasked Estep 
Score: -7312390.500000 Penalty: 2705.639893
	Iteration 0F: 2 clusters Score -7312390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -7275406.000000 Penalty: 5411.279785
	Iteration 0F: 3 clusters Score -7275406 nChanged 25550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -7289786.000000 Penalty: 5411.279785
	Iteration 1F: 3 clusters Score -7289786 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -7290279.500000 Penalty: 5411.279785
	Iteration 2Q: 3 clusters Score -7290280 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -7290759.000000 Penalty: 5411.279785
	Iteration 3Q: 3 clusters Score -7290759 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -7291187.500000 Penalty: 5411.279785
	Iteration 4Q: 3 clusters Score -7291188 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -7291571.000000 Penalty: 5411.279785
	Iteration 5Q: 3 clusters Score -7291571 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -7292030.500000 Penalty: 5411.279785
	Iteration 6Q: 3 clusters Score -7292030 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -7292539.000000 Penalty: 5411.279785
	Iteration 7Q: 3 clusters Score -7292539 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -7293064.500000 Penalty: 5411.279785
	Iteration 8Q: 3 clusters Score -7293064 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -7293803.000000 Penalty: 5411.279785
	Iteration 9Q: 3 clusters Score -7293803 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -7294913.000000 Penalty: 5411.279785
	Iteration 10Q: 3 clusters Score -7294913 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -7296493.000000 Penalty: 5411.279785
	Iteration 11F: 3 clusters Score -7296493 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -7298792.000000 Penalty: 5411.279785
	Iteration 12F: 3 clusters Score -7298792 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -7301757.000000 Penalty: 5411.279785
	Iteration 13F: 3 clusters Score -7301757 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -7305028.000000 Penalty: 5411.279785
	Iteration 14F: 3 clusters Score -7305028 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -7307684.000000 Penalty: 5411.279785
	Iteration 15Q: 3 clusters Score -7307684 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -7309301.000000 Penalty: 5411.279785
	Iteration 16Q: 3 clusters Score -7309301 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -7310019.500000 Penalty: 5411.279785
	Iteration 17Q: 3 clusters Score -7310020 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -7310302.000000 Penalty: 5411.279785
	Iteration 18Q: 3 clusters Score -7310302 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52024 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -7310424.000000 Penalty: 5411.279785
	Iteration 19Q: 3 clusters Score -7310424 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -7310503.500000 Penalty: 5411.279785
	Iteration 20F: 3 clusters Score -7310504 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -7310539.500000 Penalty: 5411.279785
	Iteration 21Q: 3 clusters Score -7310540 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -7310555.500000 Penalty: 5411.279785
	Iteration 22Q: 3 clusters Score -7310556 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -7310587.500000 Penalty: 5411.279785
	Iteration 23Q: 3 clusters Score -7310588 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -7310614.000000 Penalty: 5411.279785
	Iteration 24Q: 3 clusters Score -7310614 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -7310603.000000 Penalty: 5411.279785
	Iteration 25Q: 3 clusters Score -7310603 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52539 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -7310607.000000 Penalty: 5411.279785
	Iteration 26Q: 3 clusters Score -7310607 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -7310612.000000 Penalty: 5411.279785
	Iteration 27Q: 3 clusters Score -7310612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -7310635.000000 Penalty: 5411.279785
	Iteration 28Q: 3 clusters Score -7310635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52625 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -7310649.500000 Penalty: 5411.279785
	Iteration 29Q: 3 clusters Score -7310650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -7310667.000000 Penalty: 5411.279785
	Iteration 30Q: 3 clusters Score -7310667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -7310671.000000 Penalty: 5411.279785
	Iteration 31Q: 3 clusters Score -7310671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -7310661.000000 Penalty: 5411.279785
	Iteration 32Q: 3 clusters Score -7310661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7310673.500000 Penalty: 5411.279785
	Iteration 33Q: 3 clusters Score -7310674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -7310674.500000 Penalty: 5411.279785
	Iteration 34Q: 3 clusters Score -7310674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52730 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -7310675.500000 Penalty: 5411.279785
	Iteration 35Q: 3 clusters Score -7310676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -7310680.000000 Penalty: 5411.279785
	Iteration 36Q: 3 clusters Score -7310680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -7310670.000000 Penalty: 5411.279785
	Iteration 37Q: 3 clusters Score -7310670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -7310676.500000 Penalty: 5411.279785
	Iteration 38Q: 3 clusters Score -7310676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7310679.000000 Penalty: 5411.279785
	Iteration 39Q: 3 clusters Score -7310679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -7310682.000000 Penalty: 5411.279785
	Iteration 40F: 3 clusters Score -7310682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -7310679.500000 Penalty: 5411.279785
	Iteration 41Q: 3 clusters Score -7310680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -7310683.500000 Penalty: 5411.279785
	Iteration 42Q: 3 clusters Score -7310684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -7310684.000000 Penalty: 5411.279785
	Iteration 43Q: 3 clusters Score -7310684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7310686.000000 Penalty: 5411.279785
	Iteration 44Q: 3 clusters Score -7310686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -7310683.000000 Penalty: 5411.279785
	Iteration 45Q: 3 clusters Score -7310683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -7310685.000000 Penalty: 5411.279785
	Iteration 46Q: 3 clusters Score -7310685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7310697.500000 Penalty: 5411.279785
	Iteration 47Q: 3 clusters Score -7310698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -7310696.000000 Penalty: 5411.279785
	Iteration 48Q: 3 clusters Score -7310696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -7310696.500000 Penalty: 5411.279785
	Iteration 49Q: 3 clusters Score -7310696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52804 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -7310699.000000 Penalty: 5411.279785
	Iteration 50Q: 3 clusters Score -7310699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52804 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -7310699.000000 Penalty: 5411.279785
	Iteration 51F: 3 clusters Score -7310699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -91874.609375 Penalty: 1628.534790
	Iteration 0F: 2 clusters Score -91874.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -90159.703125 Penalty: 3257.069580
	Iteration 0F: 3 clusters Score -90159.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90358.500000 Penalty: 3257.069580
	Iteration 1F: 3 clusters Score -90358.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90422.492188 Penalty: 3257.069580
	Iteration 2Q: 3 clusters Score -90422.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -90444.148438 Penalty: 3257.069580
	Iteration 3Q: 3 clusters Score -90444.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90450.632812 Penalty: 3257.069580
	Iteration 4Q: 3 clusters Score -90450.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -90453.367188 Penalty: 3257.069580
	Iteration 5Q: 3 clusters Score -90453.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -90454.117188 Penalty: 3257.069580
	Iteration 6Q: 3 clusters Score -90454.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -90454.117188 Penalty: 3257.069580
	Iteration 7F: 3 clusters Score -90454.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (98108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98108 members 
Entering Unmasked Estep 
Score: -12697538.000000 Penalty: 2850.468262
	Iteration 0F: 2 clusters Score -1.269754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49317 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -12632003.000000 Penalty: 5700.936523
	Iteration 0F: 3 clusters Score -1.2632e+07 nChanged 46093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -12658618.000000 Penalty: 5700.936523
	Iteration 1F: 3 clusters Score -1.265862e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -12659755.000000 Penalty: 5700.936523
	Iteration 2Q: 3 clusters Score -1.265976e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -12661638.000000 Penalty: 5700.936523
	Iteration 3Q: 3 clusters Score -1.266164e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63840 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -12665151.000000 Penalty: 5700.936523
	Iteration 4F: 3 clusters Score -1.266515e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70728 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -12670940.000000 Penalty: 5700.936523
	Iteration 5F: 3 clusters Score -1.267094e+07 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78487 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -12678545.000000 Penalty: 5700.936523
	Iteration 6F: 3 clusters Score -1.267854e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85482 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -12685645.000000 Penalty: 5700.936523
	Iteration 7F: 3 clusters Score -1.268564e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90482 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -12690378.000000 Penalty: 5700.936523
	Iteration 8F: 3 clusters Score -1.269038e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93489 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -12693013.000000 Penalty: 5700.936523
	Iteration 9Q: 3 clusters Score -1.269301e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95226 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -12694274.000000 Penalty: 5700.936523
	Iteration 10Q: 3 clusters Score -1.269427e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96180 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -12694957.000000 Penalty: 5700.936523
	Iteration 11Q: 3 clusters Score -1.269496e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96686 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -12695245.000000 Penalty: 5700.936523
	Iteration 12Q: 3 clusters Score -1.269524e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96937 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -12695385.000000 Penalty: 5700.936523
	Iteration 13Q: 3 clusters Score -1.269538e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97078 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -12695450.000000 Penalty: 5700.936523
	Iteration 14Q: 3 clusters Score -1.269545e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97159 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -12695501.000000 Penalty: 5700.936523
	Iteration 15Q: 3 clusters Score -1.26955e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97202 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -12695566.000000 Penalty: 5700.936523
	Iteration 16Q: 3 clusters Score -1.269557e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97243 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -12695567.000000 Penalty: 5700.936523
	Iteration 17Q: 3 clusters Score -1.269557e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97264 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -12695569.000000 Penalty: 5700.936523
	Iteration 18Q: 3 clusters Score -1.269557e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97272 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -12695572.000000 Penalty: 5700.936523
	Iteration 19Q: 3 clusters Score -1.269557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97278 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -12695583.000000 Penalty: 5700.936523
	Iteration 20F: 3 clusters Score -1.269558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97285 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -12695592.000000 Penalty: 5700.936523
	Iteration 21Q: 3 clusters Score -1.269559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97286 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -12695605.000000 Penalty: 5700.936523
	Iteration 22Q: 3 clusters Score -1.26956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97289 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -12695603.000000 Penalty: 5700.936523
	Iteration 23Q: 3 clusters Score -1.26956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97292 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -12695605.000000 Penalty: 5700.936523
	Iteration 24Q: 3 clusters Score -1.26956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97291 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -12695609.000000 Penalty: 5700.936523
	Iteration 25Q: 3 clusters Score -1.269561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97292 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -12695596.000000 Penalty: 5700.936523
	Iteration 26Q: 3 clusters Score -1.26956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97293 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -12695611.000000 Penalty: 5700.936523
	Iteration 27Q: 3 clusters Score -1.269561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97295 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -12695607.000000 Penalty: 5700.936523
	Iteration 28Q: 3 clusters Score -1.269561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97295 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -12695609.000000 Penalty: 5700.936523
	Iteration 29Q: 3 clusters Score -1.269561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97296 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -12695611.000000 Penalty: 5700.936523
	Iteration 30Q: 3 clusters Score -1.269561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97297 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -12695615.000000 Penalty: 5700.936523
	Iteration 31Q: 3 clusters Score -1.269562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97297 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -12695615.000000 Penalty: 5700.936523
	Iteration 32F: 3 clusters Score -1.269562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Entering Unmasked Estep 
Score: -1101832.875000 Penalty: 2248.742188
	Iteration 0F: 2 clusters Score -1101833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1095059.125000 Penalty: 4497.484375
	Iteration 0F: 3 clusters Score -1095059 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1097218.750000 Penalty: 4497.484375
	Iteration 1F: 3 clusters Score -1097219 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1098045.125000 Penalty: 4497.484375
	Iteration 2F: 3 clusters Score -1098045 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1098837.125000 Penalty: 4497.484375
	Iteration 3F: 3 clusters Score -1098837 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1099463.375000 Penalty: 4497.484375
	Iteration 4F: 3 clusters Score -1099463 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1099892.875000 Penalty: 4497.484375
	Iteration 5F: 3 clusters Score -1099893 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1100120.125000 Penalty: 4497.484375
	Iteration 6Q: 3 clusters Score -1100120 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1100251.125000 Penalty: 4497.484375
	Iteration 7Q: 3 clusters Score -1100251 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1100340.500000 Penalty: 4497.484375
	Iteration 8Q: 3 clusters Score -1100340 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1100393.875000 Penalty: 4497.484375
	Iteration 9Q: 3 clusters Score -1100394 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1100430.875000 Penalty: 4497.484375
	Iteration 10Q: 3 clusters Score -1100431 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1100460.875000 Penalty: 4497.484375
	Iteration 11Q: 3 clusters Score -1100461 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1100485.125000 Penalty: 4497.484375
	Iteration 12Q: 3 clusters Score -1100485 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1100508.125000 Penalty: 4497.484375
	Iteration 13Q: 3 clusters Score -1100508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1100530.500000 Penalty: 4497.484375
	Iteration 14Q: 3 clusters Score -1100530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1100553.125000 Penalty: 4497.484375
	Iteration 15Q: 3 clusters Score -1100553 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1100570.875000 Penalty: 4497.484375
	Iteration 16Q: 3 clusters Score -1100571 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1100584.750000 Penalty: 4497.484375
	Iteration 17Q: 3 clusters Score -1100585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1100588.875000 Penalty: 4497.484375
	Iteration 18Q: 3 clusters Score -1100589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1100595.125000 Penalty: 4497.484375
	Iteration 19Q: 3 clusters Score -1100595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1100598.500000 Penalty: 4497.484375
	Iteration 20F: 3 clusters Score -1100598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1100604.250000 Penalty: 4497.484375
	Iteration 21Q: 3 clusters Score -1100604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1100613.375000 Penalty: 4497.484375
	Iteration 22Q: 3 clusters Score -1100613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1100623.000000 Penalty: 4497.484375
	Iteration 23Q: 3 clusters Score -1100623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1100630.875000 Penalty: 4497.484375
	Iteration 24Q: 3 clusters Score -1100631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1100631.625000 Penalty: 4497.484375
	Iteration 25Q: 3 clusters Score -1100632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1100633.375000 Penalty: 4497.484375
	Iteration 26Q: 3 clusters Score -1100633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1100635.375000 Penalty: 4497.484375
	Iteration 27Q: 3 clusters Score -1100635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1100638.250000 Penalty: 4497.484375
	Iteration 28Q: 3 clusters Score -1100638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1100641.250000 Penalty: 4497.484375
	Iteration 29Q: 3 clusters Score -1100641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1100643.375000 Penalty: 4497.484375
	Iteration 30Q: 3 clusters Score -1100643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1100645.625000 Penalty: 4497.484375
	Iteration 31Q: 3 clusters Score -1100646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1100646.750000 Penalty: 4497.484375
	Iteration 32Q: 3 clusters Score -1100647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1100647.250000 Penalty: 4497.484375
	Iteration 33Q: 3 clusters Score -1100647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1100646.375000 Penalty: 4497.484375
	Iteration 34Q: 3 clusters Score -1100646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1100646.375000 Penalty: 4497.484375
	Iteration 35F: 3 clusters Score -1100646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -32126.400391 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -32126.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -30936.531250 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -30936.53 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31281.218750 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -31281.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31535.992188 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -31535.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31805.785156 Penalty: 2868.777344
	Iteration 3F: 3 clusters Score -31805.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31945.585938 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -31945.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32073.574219 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -32073.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32175.275391 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -32175.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32299.541016 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -32299.54 nChanged 10
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: -32445.144531 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -32445.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32547.339844 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -32547.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32687.113281 Penalty: 2868.777344
	Iteration 10Q: 3 clusters Score -32687.11 nChanged 3
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: -32729.503906 Penalty: 2868.777344
	Iteration 11Q: 3 clusters Score -32729.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32781.546875 Penalty: 2868.777344
	Iteration 12Q: 3 clusters Score -32781.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32794.835938 Penalty: 2868.777344
	Iteration 13Q: 3 clusters Score -32794.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32797.382812 Penalty: 2868.777344
	Iteration 14F: 3 clusters Score -32797.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32803.648438 Penalty: 2868.777344
	Iteration 15Q: 3 clusters Score -32803.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32803.648438 Penalty: 2868.777344
	Iteration 16F: 3 clusters Score -32803.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60065 members 
Mstep: Class 3 contains 191232 members 
Mstep: Class 4 contains 54712 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 98108 members 
Mstep: Class 7 contains 8669 members 
Mstep: Class 8 contains 124 members 
Mstep: Class 9 contains 120434 members 
Mstep: Class 10 contains 178488 members 
Mstep: Class 11 contains 6517 members 
Mstep: Class 12 contains 10489 members 
Mstep: Class 13 contains 168804 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50971 members 
Mstep: Class 17 contains 75770 members 
Mstep: Class 18 contains 172444 members 
Mstep: Class 19 contains 174415 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 201 members 
Entering Unmasked Estep 
Score: -180409616.000000 Penalty: 87655.367188
Splitting cluster 8 changes total score from -180411088.000000 to -180409616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (120434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120434 members 
Entering Unmasked Estep 
Score: -16183642.000000 Penalty: 2901.316650
	Iteration 0F: 2 clusters Score -1.618364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60077 members 
Mstep: Class 2 contains 60357 members 
Entering Unmasked Estep 
Score: -16103473.000000 Penalty: 5802.633301
	Iteration 0F: 3 clusters Score -1.610347e+07 nChanged 57501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 62668 members 
Entering Unmasked Estep 
Score: -16136342.000000 Penalty: 5802.633301
	Iteration 1F: 3 clusters Score -1.613634e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56475 members 
Mstep: Class 2 contains 63959 members 
Entering Unmasked Estep 
Score: -16137079.000000 Penalty: 5802.633301
	Iteration 2Q: 3 clusters Score -1.613708e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 65974 members 
Entering Unmasked Estep 
Score: -16137992.000000 Penalty: 5802.633301
	Iteration 3Q: 3 clusters Score -1.613799e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 69133 members 
Entering Unmasked Estep 
Score: -16139530.000000 Penalty: 5802.633301
	Iteration 4Q: 3 clusters Score -1.613953e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 73955 members 
Entering Unmasked Estep 
Score: -16142033.000000 Penalty: 5802.633301
	Iteration 5Q: 3 clusters Score -1.614203e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 81013 members 
Entering Unmasked Estep 
Score: -16146876.000000 Penalty: 5802.633301
	Iteration 6F: 3 clusters Score -1.614688e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 90304 members 
Entering Unmasked Estep 
Score: -16154943.000000 Penalty: 5802.633301
	Iteration 7F: 3 clusters Score -1.615494e+07 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 100245 members 
Entering Unmasked Estep 
Score: -16164822.000000 Penalty: 5802.633301
	Iteration 8F: 3 clusters Score -1.616482e+07 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 108491 members 
Entering Unmasked Estep 
Score: -16173280.000000 Penalty: 5802.633301
	Iteration 9F: 3 clusters Score -1.617328e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 113633 members 
Entering Unmasked Estep 
Score: -16178481.000000 Penalty: 5802.633301
	Iteration 10Q: 3 clusters Score -1.617848e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 116281 members 
Entering Unmasked Estep 
Score: -16180773.000000 Penalty: 5802.633301
	Iteration 11Q: 3 clusters Score -1.618077e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 117617 members 
Entering Unmasked Estep 
Score: -16181700.000000 Penalty: 5802.633301
	Iteration 12Q: 3 clusters Score -1.61817e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 118315 members 
Entering Unmasked Estep 
Score: -16182131.000000 Penalty: 5802.633301
	Iteration 13Q: 3 clusters Score -1.618213e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 118667 members 
Entering Unmasked Estep 
Score: -16182293.000000 Penalty: 5802.633301
	Iteration 14Q: 3 clusters Score -1.618229e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 118880 members 
Entering Unmasked Estep 
Score: -16182464.000000 Penalty: 5802.633301
	Iteration 15Q: 3 clusters Score -1.618246e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 118998 members 
Entering Unmasked Estep 
Score: -16182555.000000 Penalty: 5802.633301
	Iteration 16Q: 3 clusters Score -1.618256e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 119076 members 
Entering Unmasked Estep 
Score: -16182567.000000 Penalty: 5802.633301
	Iteration 17Q: 3 clusters Score -1.618257e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 119135 members 
Entering Unmasked Estep 
Score: -16182597.000000 Penalty: 5802.633301
	Iteration 18Q: 3 clusters Score -1.61826e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 119162 members 
Entering Unmasked Estep 
Score: -16182614.000000 Penalty: 5802.633301
	Iteration 19Q: 3 clusters Score -1.618261e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 119184 members 
Entering Unmasked Estep 
Score: -16182634.000000 Penalty: 5802.633301
	Iteration 20F: 3 clusters Score -1.618263e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 119202 members 
Entering Unmasked Estep 
Score: -16182631.000000 Penalty: 5802.633301
	Iteration 21Q: 3 clusters Score -1.618263e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 119216 members 
Entering Unmasked Estep 
Score: -16182649.000000 Penalty: 5802.633301
	Iteration 22Q: 3 clusters Score -1.618265e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 119230 members 
Entering Unmasked Estep 
Score: -16182633.000000 Penalty: 5802.633301
	Iteration 23Q: 3 clusters Score -1.618263e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 119239 members 
Entering Unmasked Estep 
Score: -16182644.000000 Penalty: 5802.633301
	Iteration 24Q: 3 clusters Score -1.618264e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 119247 members 
Entering Unmasked Estep 
Score: -16182628.000000 Penalty: 5802.633301
	Iteration 25Q: 3 clusters Score -1.618263e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 119256 members 
Entering Unmasked Estep 
Score: -16182652.000000 Penalty: 5802.633301
	Iteration 26Q: 3 clusters Score -1.618265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 119261 members 
Entering Unmasked Estep 
Score: -16182637.000000 Penalty: 5802.633301
	Iteration 27Q: 3 clusters Score -1.618264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 119270 members 
Entering Unmasked Estep 
Score: -16182653.000000 Penalty: 5802.633301
	Iteration 28Q: 3 clusters Score -1.618265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 119273 members 
Entering Unmasked Estep 
Score: -16182666.000000 Penalty: 5802.633301
	Iteration 29Q: 3 clusters Score -1.618267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 119277 members 
Entering Unmasked Estep 
Score: -16182662.000000 Penalty: 5802.633301
	Iteration 30Q: 3 clusters Score -1.618266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 119281 members 
Entering Unmasked Estep 
Score: -16182657.000000 Penalty: 5802.633301
	Iteration 31Q: 3 clusters Score -1.618266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 119285 members 
Entering Unmasked Estep 
Score: -16182665.000000 Penalty: 5802.633301
	Iteration 32Q: 3 clusters Score -1.618266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 119287 members 
Entering Unmasked Estep 
Score: -16182675.000000 Penalty: 5802.633301
	Iteration 33Q: 3 clusters Score -1.618268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 119292 members 
Entering Unmasked Estep 
Score: -16182667.000000 Penalty: 5802.633301
	Iteration 34Q: 3 clusters Score -1.618267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 119297 members 
Entering Unmasked Estep 
Score: -16182674.000000 Penalty: 5802.633301
	Iteration 35Q: 3 clusters Score -1.618267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 119296 members 
Entering Unmasked Estep 
Score: -16182681.000000 Penalty: 5802.633301
	Iteration 36Q: 3 clusters Score -1.618268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 119302 members 
Entering Unmasked Estep 
Score: -16182673.000000 Penalty: 5802.633301
	Iteration 37Q: 3 clusters Score -1.618267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 119303 members 
Entering Unmasked Estep 
Score: -16182663.000000 Penalty: 5802.633301
	Iteration 38Q: 3 clusters Score -1.618266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 119302 members 
Entering Unmasked Estep 
Score: -16182665.000000 Penalty: 5802.633301
	Iteration 39Q: 3 clusters Score -1.618266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 119302 members 
Entering Unmasked Estep 
Score: -16182665.000000 Penalty: 5802.633301
	Iteration 40F: 3 clusters Score -1.618266e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (178488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178488 members 
Entering Unmasked Estep 
Score: -23740494.000000 Penalty: 2998.884521
	Iteration 0F: 2 clusters Score -2.374049e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89167 members 
Mstep: Class 2 contains 89321 members 
Entering Unmasked Estep 
Score: -23625016.000000 Penalty: 5997.769043
	Iteration 0F: 3 clusters Score -2.362502e+07 nChanged 85686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87543 members 
Mstep: Class 2 contains 90945 members 
Entering Unmasked Estep 
Score: -23674940.000000 Penalty: 5997.769043
	Iteration 1F: 3 clusters Score -2.367494e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86527 members 
Mstep: Class 2 contains 91961 members 
Entering Unmasked Estep 
Score: -23675972.000000 Penalty: 5997.769043
	Iteration 2Q: 3 clusters Score -2.367597e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85016 members 
Mstep: Class 2 contains 93472 members 
Entering Unmasked Estep 
Score: -23677508.000000 Penalty: 5997.769043
	Iteration 3Q: 3 clusters Score -2.367751e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82721 members 
Mstep: Class 2 contains 95767 members 
Entering Unmasked Estep 
Score: -23679406.000000 Penalty: 5997.769043
	Iteration 4Q: 3 clusters Score -2.367941e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79393 members 
Mstep: Class 2 contains 99095 members 
Entering Unmasked Estep 
Score: -23682122.000000 Penalty: 5997.769043
	Iteration 5Q: 3 clusters Score -2.368212e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75068 members 
Mstep: Class 2 contains 103420 members 
Entering Unmasked Estep 
Score: -23686396.000000 Penalty: 5997.769043
	Iteration 6Q: 3 clusters Score -2.36864e+07 nChanged 9476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69760 members 
Mstep: Class 2 contains 108728 members 
Entering Unmasked Estep 
Score: -23692728.000000 Penalty: 5997.769043
	Iteration 7F: 3 clusters Score -2.369273e+07 nChanged 10905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64117 members 
Mstep: Class 2 contains 114371 members 
Entering Unmasked Estep 
Score: -23701580.000000 Penalty: 5997.769043
	Iteration 8F: 3 clusters Score -2.370158e+07 nChanged 11413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 118864 members 
Entering Unmasked Estep 
Score: -23710872.000000 Penalty: 5997.769043
	Iteration 9F: 3 clusters Score -2.371087e+07 nChanged 10117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56849 members 
Mstep: Class 2 contains 121639 members 
Entering Unmasked Estep 
Score: -23717330.000000 Penalty: 5997.769043
	Iteration 10F: 3 clusters Score -2.371733e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54801 members 
Mstep: Class 2 contains 123687 members 
Entering Unmasked Estep 
Score: -23720272.000000 Penalty: 5997.769043
	Iteration 11Q: 3 clusters Score -2.372027e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 125693 members 
Entering Unmasked Estep 
Score: -23721410.000000 Penalty: 5997.769043
	Iteration 12Q: 3 clusters Score -2.372141e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 127734 members 
Entering Unmasked Estep 
Score: -23722228.000000 Penalty: 5997.769043
	Iteration 13Q: 3 clusters Score -2.372223e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 129726 members 
Entering Unmasked Estep 
Score: -23722818.000000 Penalty: 5997.769043
	Iteration 14Q: 3 clusters Score -2.372282e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 131810 members 
Entering Unmasked Estep 
Score: -23723314.000000 Penalty: 5997.769043
	Iteration 15Q: 3 clusters Score -2.372331e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 133950 members 
Entering Unmasked Estep 
Score: -23723698.000000 Penalty: 5997.769043
	Iteration 16Q: 3 clusters Score -2.37237e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 136203 members 
Entering Unmasked Estep 
Score: -23724330.000000 Penalty: 5997.769043
	Iteration 17Q: 3 clusters Score -2.372433e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 138546 members 
Entering Unmasked Estep 
Score: -23724998.000000 Penalty: 5997.769043
	Iteration 18Q: 3 clusters Score -2.3725e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 140983 members 
Entering Unmasked Estep 
Score: -23725764.000000 Penalty: 5997.769043
	Iteration 19Q: 3 clusters Score -2.372576e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 143598 members 
Entering Unmasked Estep 
Score: -23726396.000000 Penalty: 5997.769043
	Iteration 20F: 3 clusters Score -2.37264e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 146236 members 
Entering Unmasked Estep 
Score: -23727028.000000 Penalty: 5997.769043
	Iteration 21Q: 3 clusters Score -2.372703e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 148949 members 
Entering Unmasked Estep 
Score: -23727960.000000 Penalty: 5997.769043
	Iteration 22Q: 3 clusters Score -2.372796e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 151643 members 
Entering Unmasked Estep 
Score: -23728968.000000 Penalty: 5997.769043
	Iteration 23Q: 3 clusters Score -2.372897e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 154306 members 
Entering Unmasked Estep 
Score: -23729978.000000 Penalty: 5997.769043
	Iteration 24Q: 3 clusters Score -2.372998e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 156909 members 
Entering Unmasked Estep 
Score: -23730908.000000 Penalty: 5997.769043
	Iteration 25Q: 3 clusters Score -2.373091e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 159387 members 
Entering Unmasked Estep 
Score: -23731722.000000 Penalty: 5997.769043
	Iteration 26Q: 3 clusters Score -2.373172e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 161808 members 
Entering Unmasked Estep 
Score: -23732656.000000 Penalty: 5997.769043
	Iteration 27Q: 3 clusters Score -2.373266e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 164087 members 
Entering Unmasked Estep 
Score: -23733342.000000 Penalty: 5997.769043
	Iteration 28Q: 3 clusters Score -2.373334e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 166219 members 
Entering Unmasked Estep 
Score: -23734188.000000 Penalty: 5997.769043
	Iteration 29Q: 3 clusters Score -2.373419e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 168193 members 
Entering Unmasked Estep 
Score: -23734868.000000 Penalty: 5997.769043
	Iteration 30Q: 3 clusters Score -2.373487e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 170008 members 
Entering Unmasked Estep 
Score: -23735344.000000 Penalty: 5997.769043
	Iteration 31Q: 3 clusters Score -2.373534e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 171556 members 
Entering Unmasked Estep 
Score: -23735942.000000 Penalty: 5997.769043
	Iteration 32Q: 3 clusters Score -2.373594e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 172854 members 
Entering Unmasked Estep 
Score: -23736358.000000 Penalty: 5997.769043
	Iteration 33Q: 3 clusters Score -2.373636e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 173941 members 
Entering Unmasked Estep 
Score: -23736778.000000 Penalty: 5997.769043
	Iteration 34Q: 3 clusters Score -2.373678e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 174784 members 
Entering Unmasked Estep 
Score: -23737038.000000 Penalty: 5997.769043
	Iteration 35Q: 3 clusters Score -2.373704e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 175478 members 
Entering Unmasked Estep 
Score: -23737314.000000 Penalty: 5997.769043
	Iteration 36Q: 3 clusters Score -2.373731e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 175972 members 
Entering Unmasked Estep 
Score: -23737508.000000 Penalty: 5997.769043
	Iteration 37Q: 3 clusters Score -2.373751e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 176357 members 
Entering Unmasked Estep 
Score: -23737642.000000 Penalty: 5997.769043
	Iteration 38Q: 3 clusters Score -2.373764e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 176676 members 
Entering Unmasked Estep 
Score: -23737730.000000 Penalty: 5997.769043
	Iteration 39Q: 3 clusters Score -2.373773e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 176915 members 
Entering Unmasked Estep 
Score: -23737844.000000 Penalty: 5997.769043
	Iteration 40F: 3 clusters Score -2.373784e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 177100 members 
Entering Unmasked Estep 
Score: -23737878.000000 Penalty: 5997.769043
	Iteration 41Q: 3 clusters Score -2.373788e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 177224 members 
Entering Unmasked Estep 
Score: -23737916.000000 Penalty: 5997.769043
	Iteration 42Q: 3 clusters Score -2.373792e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 177326 members 
Entering Unmasked Estep 
Score: -23737960.000000 Penalty: 5997.769043
	Iteration 43Q: 3 clusters Score -2.373796e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 177398 members 
Entering Unmasked Estep 
Score: -23737966.000000 Penalty: 5997.769043
	Iteration 44Q: 3 clusters Score -2.373797e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 177456 members 
Entering Unmasked Estep 
Score: -23737986.000000 Penalty: 5997.769043
	Iteration 45Q: 3 clusters Score -2.373799e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 177504 members 
Entering Unmasked Estep 
Score: -23737980.000000 Penalty: 5997.769043
	Iteration 46Q: 3 clusters Score -2.373798e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 177525 members 
Entering Unmasked Estep 
Score: -23737998.000000 Penalty: 5997.769043
	Iteration 47Q: 3 clusters Score -2.3738e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 177555 members 
Entering Unmasked Estep 
Score: -23737962.000000 Penalty: 5997.769043
	Iteration 48Q: 3 clusters Score -2.373796e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 177579 members 
Entering Unmasked Estep 
Score: -23737982.000000 Penalty: 5997.769043
	Iteration 49Q: 3 clusters Score -2.373798e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 177597 members 
Entering Unmasked Estep 
Score: -23738012.000000 Penalty: 5997.769043
	Iteration 50Q: 3 clusters Score -2.373801e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 177622 members 
Entering Unmasked Estep 
Score: -23738028.000000 Penalty: 5997.769043
	Iteration 51Q: 3 clusters Score -2.373803e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 177646 members 
Entering Unmasked Estep 
Score: -23738008.000000 Penalty: 5997.769043
	Iteration 52Q: 3 clusters Score -2.373801e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 177660 members 
Entering Unmasked Estep 
Score: -23738042.000000 Penalty: 5997.769043
	Iteration 53Q: 3 clusters Score -2.373804e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 177683 members 
Entering Unmasked Estep 
Score: -23738040.000000 Penalty: 5997.769043
	Iteration 54Q: 3 clusters Score -2.373804e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 177694 members 
Entering Unmasked Estep 
Score: -23738036.000000 Penalty: 5997.769043
	Iteration 55Q: 3 clusters Score -2.373804e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 177708 members 
Entering Unmasked Estep 
Score: -23738042.000000 Penalty: 5997.769043
	Iteration 56Q: 3 clusters Score -2.373804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 177720 members 
Entering Unmasked Estep 
Score: -23738056.000000 Penalty: 5997.769043
	Iteration 57Q: 3 clusters Score -2.373806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 177727 members 
Entering Unmasked Estep 
Score: -23738070.000000 Penalty: 5997.769043
	Iteration 58Q: 3 clusters Score -2.373807e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 177736 members 
Entering Unmasked Estep 
Score: -23738088.000000 Penalty: 5997.769043
	Iteration 59Q: 3 clusters Score -2.373809e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 177740 members 
Entering Unmasked Estep 
Score: -23738110.000000 Penalty: 5997.769043
	Iteration 60F: 3 clusters Score -2.373811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 177744 members 
Entering Unmasked Estep 
Score: -23738120.000000 Penalty: 5997.769043
	Iteration 61Q: 3 clusters Score -2.373812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 177749 members 
Entering Unmasked Estep 
Score: -23738124.000000 Penalty: 5997.769043
	Iteration 62Q: 3 clusters Score -2.373812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 177751 members 
Entering Unmasked Estep 
Score: -23738126.000000 Penalty: 5997.769043
	Iteration 63Q: 3 clusters Score -2.373813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 177756 members 
Entering Unmasked Estep 
Score: -23738122.000000 Penalty: 5997.769043
	Iteration 64Q: 3 clusters Score -2.373812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 177762 members 
Entering Unmasked Estep 
Score: -23738124.000000 Penalty: 5997.769043
	Iteration 65Q: 3 clusters Score -2.373812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 177766 members 
Entering Unmasked Estep 
Score: -23738104.000000 Penalty: 5997.769043
	Iteration 66Q: 3 clusters Score -2.37381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 177771 members 
Entering Unmasked Estep 
Score: -23738110.000000 Penalty: 5997.769043
	Iteration 67Q: 3 clusters Score -2.373811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 177772 members 
Entering Unmasked Estep 
Score: -23738122.000000 Penalty: 5997.769043
	Iteration 68Q: 3 clusters Score -2.373812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 177774 members 
Entering Unmasked Estep 
Score: -23738124.000000 Penalty: 5997.769043
	Iteration 69Q: 3 clusters Score -2.373812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 177777 members 
Entering Unmasked Estep 
Score: -23738112.000000 Penalty: 5997.769043
	Iteration 70Q: 3 clusters Score -2.373811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 177778 members 
Entering Unmasked Estep 
Score: -23738134.000000 Penalty: 5997.769043
	Iteration 71Q: 3 clusters Score -2.373813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 177779 members 
Entering Unmasked Estep 
Score: -23738130.000000 Penalty: 5997.769043
	Iteration 72Q: 3 clusters Score -2.373813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 177781 members 
Entering Unmasked Estep 
Score: -23738130.000000 Penalty: 5997.769043
	Iteration 73Q: 3 clusters Score -2.373813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 177785 members 
Entering Unmasked Estep 
Score: -23738136.000000 Penalty: 5997.769043
	Iteration 74Q: 3 clusters Score -2.373814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 177788 members 
Entering Unmasked Estep 
Score: -23738142.000000 Penalty: 5997.769043
	Iteration 75Q: 3 clusters Score -2.373814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 177790 members 
Entering Unmasked Estep 
Score: -23738126.000000 Penalty: 5997.769043
	Iteration 76Q: 3 clusters Score -2.373813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 177792 members 
Entering Unmasked Estep 
Score: -23738136.000000 Penalty: 5997.769043
	Iteration 77Q: 3 clusters Score -2.373814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 177793 members 
Entering Unmasked Estep 
Score: -23738130.000000 Penalty: 5997.769043
	Iteration 78Q: 3 clusters Score -2.373813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 177793 members 
Entering Unmasked Estep 
Score: -23738130.000000 Penalty: 5997.769043
	Iteration 79Q: 3 clusters Score -2.373813e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 177793 members 
Entering Unmasked Estep 
Score: -23738130.000000 Penalty: 5997.769043
	Iteration 80F: 3 clusters Score -2.373813e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Entering Unmasked Estep 
Score: -866866.500000 Penalty: 2177.978027
	Iteration 0F: 2 clusters Score -866866.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -861380.625000 Penalty: 4355.956055
	Iteration 0F: 3 clusters Score -861380.6 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -862793.812500 Penalty: 4355.956055
	Iteration 1F: 3 clusters Score -862793.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -863107.062500 Penalty: 4355.956055
	Iteration 2F: 3 clusters Score -863107.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -863347.687500 Penalty: 4355.956055
	Iteration 3F: 3 clusters Score -863347.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -863516.375000 Penalty: 4355.956055
	Iteration 4Q: 3 clusters Score -863516.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -863658.812500 Penalty: 4355.956055
	Iteration 5Q: 3 clusters Score -863658.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -863773.812500 Penalty: 4355.956055
	Iteration 6Q: 3 clusters Score -863773.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -863878.875000 Penalty: 4355.956055
	Iteration 7Q: 3 clusters Score -863878.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -863967.750000 Penalty: 4355.956055
	Iteration 8Q: 3 clusters Score -863967.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -864042.875000 Penalty: 4355.956055
	Iteration 9Q: 3 clusters Score -864042.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -864109.187500 Penalty: 4355.956055
	Iteration 10Q: 3 clusters Score -864109.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -864192.562500 Penalty: 4355.956055
	Iteration 11Q: 3 clusters Score -864192.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -864276.937500 Penalty: 4355.956055
	Iteration 12Q: 3 clusters Score -864276.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -864382.312500 Penalty: 4355.956055
	Iteration 13Q: 3 clusters Score -864382.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -864485.437500 Penalty: 4355.956055
	Iteration 14Q: 3 clusters Score -864485.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -864597.937500 Penalty: 4355.956055
	Iteration 15Q: 3 clusters Score -864597.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -864693.312500 Penalty: 4355.956055
	Iteration 16Q: 3 clusters Score -864693.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -864754.812500 Penalty: 4355.956055
	Iteration 17Q: 3 clusters Score -864754.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -864803.062500 Penalty: 4355.956055
	Iteration 18Q: 3 clusters Score -864803.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -864847.312500 Penalty: 4355.956055
	Iteration 19Q: 3 clusters Score -864847.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -864886.062500 Penalty: 4355.956055
	Iteration 20F: 3 clusters Score -864886.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -864920.937500 Penalty: 4355.956055
	Iteration 21Q: 3 clusters Score -864920.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -864944.875000 Penalty: 4355.956055
	Iteration 22Q: 3 clusters Score -864944.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -864971.250000 Penalty: 4355.956055
	Iteration 23Q: 3 clusters Score -864971.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -864994.312500 Penalty: 4355.956055
	Iteration 24Q: 3 clusters Score -864994.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -865018.875000 Penalty: 4355.956055
	Iteration 25Q: 3 clusters Score -865018.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -865050.562500 Penalty: 4355.956055
	Iteration 26Q: 3 clusters Score -865050.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -865074.250000 Penalty: 4355.956055
	Iteration 27Q: 3 clusters Score -865074.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -865102.750000 Penalty: 4355.956055
	Iteration 28Q: 3 clusters Score -865102.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -865131.437500 Penalty: 4355.956055
	Iteration 29Q: 3 clusters Score -865131.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -865164.375000 Penalty: 4355.956055
	Iteration 30Q: 3 clusters Score -865164.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -865187.250000 Penalty: 4355.956055
	Iteration 31Q: 3 clusters Score -865187.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -865197.125000 Penalty: 4355.956055
	Iteration 32Q: 3 clusters Score -865197.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -865202.312500 Penalty: 4355.956055
	Iteration 33Q: 3 clusters Score -865202.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -865211.812500 Penalty: 4355.956055
	Iteration 34Q: 3 clusters Score -865211.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -865215.875000 Penalty: 4355.956055
	Iteration 35Q: 3 clusters Score -865215.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -865218.812500 Penalty: 4355.956055
	Iteration 36Q: 3 clusters Score -865218.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -865221.187500 Penalty: 4355.956055
	Iteration 37Q: 3 clusters Score -865221.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -865223.062500 Penalty: 4355.956055
	Iteration 38Q: 3 clusters Score -865223.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -865226.312500 Penalty: 4355.956055
	Iteration 39Q: 3 clusters Score -865226.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -865227.875000 Penalty: 4355.956055
	Iteration 40F: 3 clusters Score -865227.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -865229.125000 Penalty: 4355.956055
	Iteration 41Q: 3 clusters Score -865229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -865231.312500 Penalty: 4355.956055
	Iteration 42Q: 3 clusters Score -865231.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -865234.937500 Penalty: 4355.956055
	Iteration 43Q: 3 clusters Score -865234.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -865234.875000 Penalty: 4355.956055
	Iteration 44Q: 3 clusters Score -865234.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -865235.125000 Penalty: 4355.956055
	Iteration 45Q: 3 clusters Score -865235.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -865235.250000 Penalty: 4355.956055
	Iteration 46Q: 3 clusters Score -865235.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -865235.250000 Penalty: 4355.956055
	Iteration 47F: 3 clusters Score -865235.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Entering Unmasked Estep 
Score: -1397321.375000 Penalty: 2296.004395
	Iteration 0F: 2 clusters Score -1397321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1389376.000000 Penalty: 4592.008789
	Iteration 0F: 3 clusters Score -1389376 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1391620.750000 Penalty: 4592.008789
	Iteration 1F: 3 clusters Score -1391621 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1392077.750000 Penalty: 4592.008789
	Iteration 2F: 3 clusters Score -1392078 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1392564.875000 Penalty: 4592.008789
	Iteration 3F: 3 clusters Score -1392565 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1393036.375000 Penalty: 4592.008789
	Iteration 4F: 3 clusters Score -1393036 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1393482.875000 Penalty: 4592.008789
	Iteration 5F: 3 clusters Score -1393483 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1393903.250000 Penalty: 4592.008789
	Iteration 6F: 3 clusters Score -1393903 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1394287.125000 Penalty: 4592.008789
	Iteration 7F: 3 clusters Score -1394287 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1394621.500000 Penalty: 4592.008789
	Iteration 8Q: 3 clusters Score -1394622 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1394917.875000 Penalty: 4592.008789
	Iteration 9Q: 3 clusters Score -1394918 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1395205.875000 Penalty: 4592.008789
	Iteration 10Q: 3 clusters Score -1395206 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1395407.625000 Penalty: 4592.008789
	Iteration 11Q: 3 clusters Score -1395408 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1395534.125000 Penalty: 4592.008789
	Iteration 12Q: 3 clusters Score -1395534 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1395609.125000 Penalty: 4592.008789
	Iteration 13Q: 3 clusters Score -1395609 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1395655.000000 Penalty: 4592.008789
	Iteration 14Q: 3 clusters Score -1395655 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1395705.750000 Penalty: 4592.008789
	Iteration 15Q: 3 clusters Score -1395706 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1395758.000000 Penalty: 4592.008789
	Iteration 16Q: 3 clusters Score -1395758 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1395801.875000 Penalty: 4592.008789
	Iteration 17Q: 3 clusters Score -1395802 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1395822.000000 Penalty: 4592.008789
	Iteration 18Q: 3 clusters Score -1395822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1395835.625000 Penalty: 4592.008789
	Iteration 19Q: 3 clusters Score -1395836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1395843.125000 Penalty: 4592.008789
	Iteration 20F: 3 clusters Score -1395843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1395848.750000 Penalty: 4592.008789
	Iteration 21Q: 3 clusters Score -1395849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1395856.250000 Penalty: 4592.008789
	Iteration 22Q: 3 clusters Score -1395856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1395859.500000 Penalty: 4592.008789
	Iteration 23Q: 3 clusters Score -1395860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1395867.000000 Penalty: 4592.008789
	Iteration 24Q: 3 clusters Score -1395867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1395868.500000 Penalty: 4592.008789
	Iteration 25Q: 3 clusters Score -1395868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1395873.750000 Penalty: 4592.008789
	Iteration 26Q: 3 clusters Score -1395874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1395877.000000 Penalty: 4592.008789
	Iteration 27Q: 3 clusters Score -1395877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1395884.750000 Penalty: 4592.008789
	Iteration 28Q: 3 clusters Score -1395885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1395885.875000 Penalty: 4592.008789
	Iteration 29Q: 3 clusters Score -1395886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1395890.750000 Penalty: 4592.008789
	Iteration 30Q: 3 clusters Score -1395891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1395894.750000 Penalty: 4592.008789
	Iteration 31Q: 3 clusters Score -1395895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1395899.875000 Penalty: 4592.008789
	Iteration 32Q: 3 clusters Score -1395900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1395899.000000 Penalty: 4592.008789
	Iteration 33Q: 3 clusters Score -1395899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1395897.500000 Penalty: 4592.008789
	Iteration 34Q: 3 clusters Score -1395898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1395902.875000 Penalty: 4592.008789
	Iteration 35Q: 3 clusters Score -1395903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1395908.375000 Penalty: 4592.008789
	Iteration 36Q: 3 clusters Score -1395908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1395911.250000 Penalty: 4592.008789
	Iteration 37Q: 3 clusters Score -1395911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1395912.625000 Penalty: 4592.008789
	Iteration 38Q: 3 clusters Score -1395913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1395913.375000 Penalty: 4592.008789
	Iteration 39Q: 3 clusters Score -1395913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1395911.625000 Penalty: 4592.008789
	Iteration 40F: 3 clusters Score -1395912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1395915.375000 Penalty: 4592.008789
	Iteration 41Q: 3 clusters Score -1395915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1395915.125000 Penalty: 4592.008789
	Iteration 42Q: 3 clusters Score -1395915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1395915.500000 Penalty: 4592.008789
	Iteration 43Q: 3 clusters Score -1395916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1395915.125000 Penalty: 4592.008789
	Iteration 44Q: 3 clusters Score -1395915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1395913.750000 Penalty: 4592.008789
	Iteration 45Q: 3 clusters Score -1395914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1395916.875000 Penalty: 4592.008789
	Iteration 46Q: 3 clusters Score -1395917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1395915.125000 Penalty: 4592.008789
	Iteration 47Q: 3 clusters Score -1395915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1395915.125000 Penalty: 4592.008789
	Iteration 48Q: 3 clusters Score -1395915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1395912.500000 Penalty: 4592.008789
	Iteration 49Q: 3 clusters Score -1395912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1395911.750000 Penalty: 4592.008789
	Iteration 50Q: 3 clusters Score -1395912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1395914.500000 Penalty: 4592.008789
	Iteration 51Q: 3 clusters Score -1395914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1395913.500000 Penalty: 4592.008789
	Iteration 52Q: 3 clusters Score -1395914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1395912.625000 Penalty: 4592.008789
	Iteration 53Q: 3 clusters Score -1395913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1395912.625000 Penalty: 4592.008789
	Iteration 54F: 3 clusters Score -1395913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (168804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168804 members 
Entering Unmasked Estep 
Score: -22570156.000000 Penalty: 2985.050293
	Iteration 0F: 2 clusters Score -2.257016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84439 members 
Mstep: Class 2 contains 84365 members 
Entering Unmasked Estep 
Score: -22462924.000000 Penalty: 5970.100586
	Iteration 0F: 3 clusters Score -2.246292e+07 nChanged 80900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86227 members 
Mstep: Class 2 contains 82577 members 
Entering Unmasked Estep 
Score: -22510058.000000 Penalty: 5970.100586
	Iteration 1F: 3 clusters Score -2.251006e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87681 members 
Mstep: Class 2 contains 81123 members 
Entering Unmasked Estep 
Score: -22511094.000000 Penalty: 5970.100586
	Iteration 2Q: 3 clusters Score -2.251109e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89885 members 
Mstep: Class 2 contains 78919 members 
Entering Unmasked Estep 
Score: -22512012.000000 Penalty: 5970.100586
	Iteration 3Q: 3 clusters Score -2.251201e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Mstep: Class 2 contains 75430 members 
Entering Unmasked Estep 
Score: -22513528.000000 Penalty: 5970.100586
	Iteration 4Q: 3 clusters Score -2.251353e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98753 members 
Mstep: Class 2 contains 70051 members 
Entering Unmasked Estep 
Score: -22515714.000000 Penalty: 5970.100586
	Iteration 5Q: 3 clusters Score -2.251571e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106472 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -22519784.000000 Penalty: 5970.100586
	Iteration 6F: 3 clusters Score -2.251978e+07 nChanged 11219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116763 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -22526492.000000 Penalty: 5970.100586
	Iteration 7F: 3 clusters Score -2.252649e+07 nChanged 13038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129299 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -22536128.000000 Penalty: 5970.100586
	Iteration 8F: 3 clusters Score -2.253613e+07 nChanged 13258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142293 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -22547582.000000 Penalty: 5970.100586
	Iteration 9F: 3 clusters Score -2.254758e+07 nChanged 11663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153846 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -22558932.000000 Penalty: 5970.100586
	Iteration 10F: 3 clusters Score -2.255893e+07 nChanged 8280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162110 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -22565244.000000 Penalty: 5970.100586
	Iteration 11Q: 3 clusters Score -2.256524e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166145 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -22567150.000000 Penalty: 5970.100586
	Iteration 12Q: 3 clusters Score -2.256715e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167676 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -22567600.000000 Penalty: 5970.100586
	Iteration 13Q: 3 clusters Score -2.25676e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168181 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -22567704.000000 Penalty: 5970.100586
	Iteration 14Q: 3 clusters Score -2.25677e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168351 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -22567788.000000 Penalty: 5970.100586
	Iteration 15Q: 3 clusters Score -2.256779e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168415 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -22567800.000000 Penalty: 5970.100586
	Iteration 16Q: 3 clusters Score -2.25678e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168449 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -22567792.000000 Penalty: 5970.100586
	Iteration 17Q: 3 clusters Score -2.256779e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168467 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -22567794.000000 Penalty: 5970.100586
	Iteration 18Q: 3 clusters Score -2.256779e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168483 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -22567854.000000 Penalty: 5970.100586
	Iteration 19Q: 3 clusters Score -2.256785e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168492 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -22567896.000000 Penalty: 5970.100586
	Iteration 20F: 3 clusters Score -2.25679e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168495 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -22567894.000000 Penalty: 5970.100586
	Iteration 21Q: 3 clusters Score -2.256789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168501 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -22567894.000000 Penalty: 5970.100586
	Iteration 22Q: 3 clusters Score -2.256789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168506 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -22567898.000000 Penalty: 5970.100586
	Iteration 23Q: 3 clusters Score -2.25679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168508 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -22567918.000000 Penalty: 5970.100586
	Iteration 24Q: 3 clusters Score -2.256792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168511 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -22567900.000000 Penalty: 5970.100586
	Iteration 25Q: 3 clusters Score -2.25679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168511 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -22567906.000000 Penalty: 5970.100586
	Iteration 26Q: 3 clusters Score -2.256791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168511 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -22567906.000000 Penalty: 5970.100586
	Iteration 27F: 3 clusters Score -2.256791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -91993.265625 Penalty: 1641.447266
	Iteration 0F: 2 clusters Score -91993.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -90255.054688 Penalty: 3282.894531
	Iteration 0F: 3 clusters Score -90255.05 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -90563.890625 Penalty: 3282.894531
	Iteration 1F: 3 clusters Score -90563.89 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -90691.242188 Penalty: 3282.894531
	Iteration 2F: 3 clusters Score -90691.24 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -90781.507812 Penalty: 3282.894531
	Iteration 3Q: 3 clusters Score -90781.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -90843.039062 Penalty: 3282.894531
	Iteration 4Q: 3 clusters Score -90843.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -90922.695312 Penalty: 3282.894531
	Iteration 5Q: 3 clusters Score -90922.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -91059.835938 Penalty: 3282.894531
	Iteration 6Q: 3 clusters Score -91059.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -91202.312500 Penalty: 3282.894531
	Iteration 7Q: 3 clusters Score -91202.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91235.328125 Penalty: 3282.894531
	Iteration 8Q: 3 clusters Score -91235.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -91269.515625 Penalty: 3282.894531
	Iteration 9Q: 3 clusters Score -91269.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -91313.914062 Penalty: 3282.894531
	Iteration 10Q: 3 clusters Score -91313.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -91321.617188 Penalty: 3282.894531
	Iteration 11Q: 3 clusters Score -91321.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -91322.593750 Penalty: 3282.894531
	Iteration 12Q: 3 clusters Score -91322.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -91323.546875 Penalty: 3282.894531
	Iteration 13Q: 3 clusters Score -91323.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -91327.757812 Penalty: 3282.894531
	Iteration 14Q: 3 clusters Score -91327.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91329.359375 Penalty: 3282.894531
	Iteration 15Q: 3 clusters Score -91329.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -91329.359375 Penalty: 3282.894531
	Iteration 16F: 3 clusters Score -91329.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Entering Unmasked Estep 
Score: -20896.152344 Penalty: 1278.016357
	Iteration 0F: 2 clusters Score -20896.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19802.427734 Penalty: 2556.032715
	Iteration 0F: 3 clusters Score -19802.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19866.228516 Penalty: 2556.032715
	Iteration 1F: 3 clusters Score -19866.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19875.851562 Penalty: 2556.032715
	Iteration 2Q: 3 clusters Score -19875.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -19875.851562 Penalty: 2556.032715
	Iteration 3F: 3 clusters Score -19875.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (50971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Entering Unmasked Estep 
Score: -6784532.000000 Penalty: 2688.074951
	Iteration 0F: 2 clusters Score -6784532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -6750236.000000 Penalty: 5376.149902
	Iteration 0F: 3 clusters Score -6750236 nChanged 23693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -6763443.500000 Penalty: 5376.149902
	Iteration 1F: 3 clusters Score -6763444 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -6764188.000000 Penalty: 5376.149902
	Iteration 2Q: 3 clusters Score -6764188 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -6765166.000000 Penalty: 5376.149902
	Iteration 3Q: 3 clusters Score -6765166 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -6766437.000000 Penalty: 5376.149902
	Iteration 4Q: 3 clusters Score -6766437 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -6767913.500000 Penalty: 5376.149902
	Iteration 5Q: 3 clusters Score -6767914 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -6769692.000000 Penalty: 5376.149902
	Iteration 6F: 3 clusters Score -6769692 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -6771660.500000 Penalty: 5376.149902
	Iteration 7F: 3 clusters Score -6771660 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -6773779.500000 Penalty: 5376.149902
	Iteration 8F: 3 clusters Score -6773780 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -6775653.500000 Penalty: 5376.149902
	Iteration 9Q: 3 clusters Score -6775654 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -6777245.500000 Penalty: 5376.149902
	Iteration 10Q: 3 clusters Score -6777246 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -6778498.500000 Penalty: 5376.149902
	Iteration 11Q: 3 clusters Score -6778498 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -6779396.000000 Penalty: 5376.149902
	Iteration 12Q: 3 clusters Score -6779396 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -6780137.500000 Penalty: 5376.149902
	Iteration 13Q: 3 clusters Score -6780138 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 48498 members 
Entering Unmasked Estep 
Score: -6780685.000000 Penalty: 5376.149902
	Iteration 14Q: 3 clusters Score -6780685 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -6781106.000000 Penalty: 5376.149902
	Iteration 15Q: 3 clusters Score -6781106 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -6781446.500000 Penalty: 5376.149902
	Iteration 16Q: 3 clusters Score -6781446 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -6781728.000000 Penalty: 5376.149902
	Iteration 17Q: 3 clusters Score -6781728 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -6781911.000000 Penalty: 5376.149902
	Iteration 18Q: 3 clusters Score -6781911 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -6782035.500000 Penalty: 5376.149902
	Iteration 19Q: 3 clusters Score -6782036 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
Score: -6782093.000000 Penalty: 5376.149902
	Iteration 20F: 3 clusters Score -6782093 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -6782126.500000 Penalty: 5376.149902
	Iteration 21Q: 3 clusters Score -6782126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -6782162.500000 Penalty: 5376.149902
	Iteration 22Q: 3 clusters Score -6782162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -6782191.500000 Penalty: 5376.149902
	Iteration 23Q: 3 clusters Score -6782192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 50496 members 
Entering Unmasked Estep 
Score: -6782204.500000 Penalty: 5376.149902
	Iteration 24Q: 3 clusters Score -6782204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -6782211.500000 Penalty: 5376.149902
	Iteration 25Q: 3 clusters Score -6782212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -6782216.000000 Penalty: 5376.149902
	Iteration 26Q: 3 clusters Score -6782216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
Score: -6782216.000000 Penalty: 5376.149902
	Iteration 27Q: 3 clusters Score -6782216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -6782223.500000 Penalty: 5376.149902
	Iteration 28Q: 3 clusters Score -6782224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -6782226.000000 Penalty: 5376.149902
	Iteration 29Q: 3 clusters Score -6782226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 50526 members 
Entering Unmasked Estep 
Score: -6782234.500000 Penalty: 5376.149902
	Iteration 30Q: 3 clusters Score -6782234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -6782241.000000 Penalty: 5376.149902
	Iteration 31Q: 3 clusters Score -6782241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -6782241.000000 Penalty: 5376.149902
	Iteration 32Q: 3 clusters Score -6782241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -6782241.000000 Penalty: 5376.149902
	Iteration 33F: 3 clusters Score -6782241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (75770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75770 members 
Entering Unmasked Estep 
Score: -10060878.000000 Penalty: 2786.393555
	Iteration 0F: 2 clusters Score -1.006088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -10009730.000000 Penalty: 5572.787109
	Iteration 0F: 3 clusters Score -1.000973e+07 nChanged 35528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -10030129.000000 Penalty: 5572.787109
	Iteration 1F: 3 clusters Score -1.003013e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -10031045.000000 Penalty: 5572.787109
	Iteration 2Q: 3 clusters Score -1.003104e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -10032342.000000 Penalty: 5572.787109
	Iteration 3Q: 3 clusters Score -1.003234e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -10034208.000000 Penalty: 5572.787109
	Iteration 4Q: 3 clusters Score -1.003421e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -10036913.000000 Penalty: 5572.787109
	Iteration 5F: 3 clusters Score -1.003691e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -10040618.000000 Penalty: 5572.787109
	Iteration 6F: 3 clusters Score -1.004062e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -10045009.000000 Penalty: 5572.787109
	Iteration 7F: 3 clusters Score -1.004501e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -10048586.000000 Penalty: 5572.787109
	Iteration 8F: 3 clusters Score -1.004859e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -10050863.000000 Penalty: 5572.787109
	Iteration 9F: 3 clusters Score -1.005086e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -10052060.000000 Penalty: 5572.787109
	Iteration 10Q: 3 clusters Score -1.005206e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -10052631.000000 Penalty: 5572.787109
	Iteration 11Q: 3 clusters Score -1.005263e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -10052949.000000 Penalty: 5572.787109
	Iteration 12Q: 3 clusters Score -1.005295e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -10053134.000000 Penalty: 5572.787109
	Iteration 13Q: 3 clusters Score -1.005313e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -10053208.000000 Penalty: 5572.787109
	Iteration 14Q: 3 clusters Score -1.005321e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -10053250.000000 Penalty: 5572.787109
	Iteration 15Q: 3 clusters Score -1.005325e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -10053304.000000 Penalty: 5572.787109
	Iteration 16Q: 3 clusters Score -1.00533e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52924 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -10053343.000000 Penalty: 5572.787109
	Iteration 17Q: 3 clusters Score -1.005334e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -10053384.000000 Penalty: 5572.787109
	Iteration 18Q: 3 clusters Score -1.005338e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -10053429.000000 Penalty: 5572.787109
	Iteration 19Q: 3 clusters Score -1.005343e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -10053487.000000 Penalty: 5572.787109
	Iteration 20F: 3 clusters Score -1.005349e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53799 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -10053502.000000 Penalty: 5572.787109
	Iteration 21Q: 3 clusters Score -1.00535e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -10053531.000000 Penalty: 5572.787109
	Iteration 22Q: 3 clusters Score -1.005353e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -10053547.000000 Penalty: 5572.787109
	Iteration 23Q: 3 clusters Score -1.005355e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54512 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -10053585.000000 Penalty: 5572.787109
	Iteration 24Q: 3 clusters Score -1.005358e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -10053598.000000 Penalty: 5572.787109
	Iteration 25Q: 3 clusters Score -1.00536e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55009 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -10053566.000000 Penalty: 5572.787109
	Iteration 26Q: 3 clusters Score -1.005357e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -10053588.000000 Penalty: 5572.787109
	Iteration 27Q: 3 clusters Score -1.005359e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55563 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -10053686.000000 Penalty: 5572.787109
	Iteration 28Q: 3 clusters Score -1.005369e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55882 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -10053685.000000 Penalty: 5572.787109
	Iteration 29Q: 3 clusters Score -1.005368e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -10053707.000000 Penalty: 5572.787109
	Iteration 30Q: 3 clusters Score -1.005371e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -10053737.000000 Penalty: 5572.787109
	Iteration 31Q: 3 clusters Score -1.005374e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56859 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -10053786.000000 Penalty: 5572.787109
	Iteration 32Q: 3 clusters Score -1.005379e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57231 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -10053845.000000 Penalty: 5572.787109
	Iteration 33Q: 3 clusters Score -1.005384e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -10053914.000000 Penalty: 5572.787109
	Iteration 34Q: 3 clusters Score -1.005391e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58048 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -10053928.000000 Penalty: 5572.787109
	Iteration 35Q: 3 clusters Score -1.005393e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -10053993.000000 Penalty: 5572.787109
	Iteration 36Q: 3 clusters Score -1.005399e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58928 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -10054051.000000 Penalty: 5572.787109
	Iteration 37Q: 3 clusters Score -1.005405e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -10054104.000000 Penalty: 5572.787109
	Iteration 38Q: 3 clusters Score -1.00541e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59970 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -10054202.000000 Penalty: 5572.787109
	Iteration 39Q: 3 clusters Score -1.00542e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60549 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -10054304.000000 Penalty: 5572.787109
	Iteration 40F: 3 clusters Score -1.00543e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61172 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -10054451.000000 Penalty: 5572.787109
	Iteration 41Q: 3 clusters Score -1.005445e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61854 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -10054627.000000 Penalty: 5572.787109
	Iteration 42Q: 3 clusters Score -1.005463e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62584 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -10054782.000000 Penalty: 5572.787109
	Iteration 43Q: 3 clusters Score -1.005478e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63349 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -10054996.000000 Penalty: 5572.787109
	Iteration 44Q: 3 clusters Score -1.0055e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64141 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -10055223.000000 Penalty: 5572.787109
	Iteration 45Q: 3 clusters Score -1.005522e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64909 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -10055434.000000 Penalty: 5572.787109
	Iteration 46Q: 3 clusters Score -1.005543e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65645 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -10055599.000000 Penalty: 5572.787109
	Iteration 47Q: 3 clusters Score -1.00556e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66403 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -10055768.000000 Penalty: 5572.787109
	Iteration 48Q: 3 clusters Score -1.005577e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67146 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -10056009.000000 Penalty: 5572.787109
	Iteration 49Q: 3 clusters Score -1.005601e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67896 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -10056252.000000 Penalty: 5572.787109
	Iteration 50Q: 3 clusters Score -1.005625e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68609 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -10056495.000000 Penalty: 5572.787109
	Iteration 51Q: 3 clusters Score -1.00565e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69319 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -10056756.000000 Penalty: 5572.787109
	Iteration 52Q: 3 clusters Score -1.005676e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69987 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -10057026.000000 Penalty: 5572.787109
	Iteration 53Q: 3 clusters Score -1.005703e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70605 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -10057297.000000 Penalty: 5572.787109
	Iteration 54Q: 3 clusters Score -1.00573e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71126 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -10057452.000000 Penalty: 5572.787109
	Iteration 55Q: 3 clusters Score -1.005745e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71567 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -10057632.000000 Penalty: 5572.787109
	Iteration 56Q: 3 clusters Score -1.005763e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71956 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -10057756.000000 Penalty: 5572.787109
	Iteration 57Q: 3 clusters Score -1.005776e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72272 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -10057884.000000 Penalty: 5572.787109
	Iteration 58Q: 3 clusters Score -1.005788e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72555 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -10058000.000000 Penalty: 5572.787109
	Iteration 59Q: 3 clusters Score -1.0058e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72809 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -10058114.000000 Penalty: 5572.787109
	Iteration 60F: 3 clusters Score -1.005811e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73026 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -10058193.000000 Penalty: 5572.787109
	Iteration 61Q: 3 clusters Score -1.005819e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73197 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -10058233.000000 Penalty: 5572.787109
	Iteration 62Q: 3 clusters Score -1.005823e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73355 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -10058256.000000 Penalty: 5572.787109
	Iteration 63Q: 3 clusters Score -1.005826e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73488 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -10058310.000000 Penalty: 5572.787109
	Iteration 64Q: 3 clusters Score -1.005831e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73600 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -10058356.000000 Penalty: 5572.787109
	Iteration 65Q: 3 clusters Score -1.005836e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73687 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -10058397.000000 Penalty: 5572.787109
	Iteration 66Q: 3 clusters Score -1.00584e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73767 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -10058423.000000 Penalty: 5572.787109
	Iteration 67Q: 3 clusters Score -1.005842e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73848 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -10058456.000000 Penalty: 5572.787109
	Iteration 68Q: 3 clusters Score -1.005846e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73913 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -10058480.000000 Penalty: 5572.787109
	Iteration 69Q: 3 clusters Score -1.005848e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73961 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -10058494.000000 Penalty: 5572.787109
	Iteration 70Q: 3 clusters Score -1.005849e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74006 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -10058514.000000 Penalty: 5572.787109
	Iteration 71Q: 3 clusters Score -1.005851e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -10058525.000000 Penalty: 5572.787109
	Iteration 72Q: 3 clusters Score -1.005852e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74081 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -10058538.000000 Penalty: 5572.787109
	Iteration 73Q: 3 clusters Score -1.005854e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74108 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -10058558.000000 Penalty: 5572.787109
	Iteration 74Q: 3 clusters Score -1.005856e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74137 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -10058559.000000 Penalty: 5572.787109
	Iteration 75Q: 3 clusters Score -1.005856e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74163 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -10058578.000000 Penalty: 5572.787109
	Iteration 76Q: 3 clusters Score -1.005858e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74194 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -10058595.000000 Penalty: 5572.787109
	Iteration 77Q: 3 clusters Score -1.00586e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74220 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -10058586.000000 Penalty: 5572.787109
	Iteration 78Q: 3 clusters Score -1.005859e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74252 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -10058595.000000 Penalty: 5572.787109
	Iteration 79Q: 3 clusters Score -1.00586e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74273 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -10058594.000000 Penalty: 5572.787109
	Iteration 80F: 3 clusters Score -1.005859e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -10058605.000000 Penalty: 5572.787109
	Iteration 81Q: 3 clusters Score -1.00586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74285 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -10058608.000000 Penalty: 5572.787109
	Iteration 82Q: 3 clusters Score -1.005861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74292 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -10058622.000000 Penalty: 5572.787109
	Iteration 83Q: 3 clusters Score -1.005862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74296 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -10058608.000000 Penalty: 5572.787109
	Iteration 84Q: 3 clusters Score -1.005861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74304 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -10058615.000000 Penalty: 5572.787109
	Iteration 85Q: 3 clusters Score -1.005862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -10058617.000000 Penalty: 5572.787109
	Iteration 86Q: 3 clusters Score -1.005862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74314 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -10058626.000000 Penalty: 5572.787109
	Iteration 87Q: 3 clusters Score -1.005863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74321 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -10058618.000000 Penalty: 5572.787109
	Iteration 88Q: 3 clusters Score -1.005862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74322 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -10058630.000000 Penalty: 5572.787109
	Iteration 89Q: 3 clusters Score -1.005863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74325 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -10058634.000000 Penalty: 5572.787109
	Iteration 90Q: 3 clusters Score -1.005863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74326 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -10058635.000000 Penalty: 5572.787109
	Iteration 91Q: 3 clusters Score -1.005864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74328 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -10058631.000000 Penalty: 5572.787109
	Iteration 92Q: 3 clusters Score -1.005863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -10058638.000000 Penalty: 5572.787109
	Iteration 93Q: 3 clusters Score -1.005864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74334 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -10058650.000000 Penalty: 5572.787109
	Iteration 94Q: 3 clusters Score -1.005865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74337 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -10058654.000000 Penalty: 5572.787109
	Iteration 95Q: 3 clusters Score -1.005865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74342 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -10058654.000000 Penalty: 5572.787109
	Iteration 96Q: 3 clusters Score -1.005865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74345 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -10058661.000000 Penalty: 5572.787109
	Iteration 97Q: 3 clusters Score -1.005866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74351 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -10058667.000000 Penalty: 5572.787109
	Iteration 98Q: 3 clusters Score -1.005867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74354 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -10058650.000000 Penalty: 5572.787109
	Iteration 99Q: 3 clusters Score -1.005865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74358 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -10058655.000000 Penalty: 5572.787109
	Iteration 100F: 3 clusters Score -1.005866e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74362 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -10058651.000000 Penalty: 5572.787109
	Iteration 101Q: 3 clusters Score -1.005865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74364 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -10058660.000000 Penalty: 5572.787109
	Iteration 102Q: 3 clusters Score -1.005866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74369 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -10058651.000000 Penalty: 5572.787109
	Iteration 103Q: 3 clusters Score -1.005865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74369 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -10058652.000000 Penalty: 5572.787109
	Iteration 104Q: 3 clusters Score -1.005865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74371 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -10058654.000000 Penalty: 5572.787109
	Iteration 105Q: 3 clusters Score -1.005865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74374 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -10058651.000000 Penalty: 5572.787109
	Iteration 106Q: 3 clusters Score -1.005865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74374 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -10058646.000000 Penalty: 5572.787109
	Iteration 107Q: 3 clusters Score -1.005865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74378 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -10058646.000000 Penalty: 5572.787109
	Iteration 108Q: 3 clusters Score -1.005865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74378 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -10058649.000000 Penalty: 5572.787109
	Iteration 109Q: 3 clusters Score -1.005865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74378 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -10058649.000000 Penalty: 5572.787109
	Iteration 110F: 3 clusters Score -1.005865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (172444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172444 members 
Entering Unmasked Estep 
Score: -23066198.000000 Penalty: 2990.341309
	Iteration 0F: 2 clusters Score -2.30662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86231 members 
Mstep: Class 2 contains 86213 members 
Entering Unmasked Estep 
Score: -22956830.000000 Penalty: 5980.682617
	Iteration 0F: 3 clusters Score -2.295683e+07 nChanged 82978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86299 members 
Mstep: Class 2 contains 86145 members 
Entering Unmasked Estep 
Score: -23005174.000000 Penalty: 5980.682617
	Iteration 1F: 3 clusters Score -2.300517e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86512 members 
Mstep: Class 2 contains 85932 members 
Entering Unmasked Estep 
Score: -23006170.000000 Penalty: 5980.682617
	Iteration 2Q: 3 clusters Score -2.300617e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86986 members 
Mstep: Class 2 contains 85458 members 
Entering Unmasked Estep 
Score: -23007638.000000 Penalty: 5980.682617
	Iteration 3Q: 3 clusters Score -2.300764e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87691 members 
Mstep: Class 2 contains 84753 members 
Entering Unmasked Estep 
Score: -23009632.000000 Penalty: 5980.682617
	Iteration 4Q: 3 clusters Score -2.300963e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88842 members 
Mstep: Class 2 contains 83602 members 
Entering Unmasked Estep 
Score: -23012422.000000 Penalty: 5980.682617
	Iteration 5Q: 3 clusters Score -2.301242e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90346 members 
Mstep: Class 2 contains 82098 members 
Entering Unmasked Estep 
Score: -23017312.000000 Penalty: 5980.682617
	Iteration 6F: 3 clusters Score -2.301731e+07 nChanged 10923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92379 members 
Mstep: Class 2 contains 80065 members 
Entering Unmasked Estep 
Score: -23025724.000000 Penalty: 5980.682617
	Iteration 7F: 3 clusters Score -2.302572e+07 nChanged 12638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94427 members 
Mstep: Class 2 contains 78017 members 
Entering Unmasked Estep 
Score: -23036484.000000 Penalty: 5980.682617
	Iteration 8F: 3 clusters Score -2.303648e+07 nChanged 12347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95874 members 
Mstep: Class 2 contains 76570 members 
Entering Unmasked Estep 
Score: -23045564.000000 Penalty: 5980.682617
	Iteration 9F: 3 clusters Score -2.304556e+07 nChanged 9307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96629 members 
Mstep: Class 2 contains 75815 members 
Entering Unmasked Estep 
Score: -23049986.000000 Penalty: 5980.682617
	Iteration 10F: 3 clusters Score -2.304999e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97129 members 
Mstep: Class 2 contains 75315 members 
Entering Unmasked Estep 
Score: -23051674.000000 Penalty: 5980.682617
	Iteration 11Q: 3 clusters Score -2.305167e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97557 members 
Mstep: Class 2 contains 74887 members 
Entering Unmasked Estep 
Score: -23052746.000000 Penalty: 5980.682617
	Iteration 12Q: 3 clusters Score -2.305275e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98149 members 
Mstep: Class 2 contains 74295 members 
Entering Unmasked Estep 
Score: -23053678.000000 Penalty: 5980.682617
	Iteration 13Q: 3 clusters Score -2.305368e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98981 members 
Mstep: Class 2 contains 73463 members 
Entering Unmasked Estep 
Score: -23054848.000000 Penalty: 5980.682617
	Iteration 14Q: 3 clusters Score -2.305485e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100028 members 
Mstep: Class 2 contains 72416 members 
Entering Unmasked Estep 
Score: -23055786.000000 Penalty: 5980.682617
	Iteration 15Q: 3 clusters Score -2.305579e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101184 members 
Mstep: Class 2 contains 71260 members 
Entering Unmasked Estep 
Score: -23056926.000000 Penalty: 5980.682617
	Iteration 16Q: 3 clusters Score -2.305693e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102335 members 
Mstep: Class 2 contains 70109 members 
Entering Unmasked Estep 
Score: -23058096.000000 Penalty: 5980.682617
	Iteration 17Q: 3 clusters Score -2.30581e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103400 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -23059016.000000 Penalty: 5980.682617
	Iteration 18Q: 3 clusters Score -2.305902e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104470 members 
Mstep: Class 2 contains 67974 members 
Entering Unmasked Estep 
Score: -23059830.000000 Penalty: 5980.682617
	Iteration 19Q: 3 clusters Score -2.305983e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105422 members 
Mstep: Class 2 contains 67022 members 
Entering Unmasked Estep 
Score: -23060458.000000 Penalty: 5980.682617
	Iteration 20F: 3 clusters Score -2.306046e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106304 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
Score: -23060904.000000 Penalty: 5980.682617
	Iteration 21Q: 3 clusters Score -2.30609e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107113 members 
Mstep: Class 2 contains 65331 members 
Entering Unmasked Estep 
Score: -23061334.000000 Penalty: 5980.682617
	Iteration 22Q: 3 clusters Score -2.306133e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107845 members 
Mstep: Class 2 contains 64599 members 
Entering Unmasked Estep 
Score: -23061628.000000 Penalty: 5980.682617
	Iteration 23Q: 3 clusters Score -2.306163e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108502 members 
Mstep: Class 2 contains 63942 members 
Entering Unmasked Estep 
Score: -23061788.000000 Penalty: 5980.682617
	Iteration 24Q: 3 clusters Score -2.306179e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109171 members 
Mstep: Class 2 contains 63273 members 
Entering Unmasked Estep 
Score: -23061970.000000 Penalty: 5980.682617
	Iteration 25Q: 3 clusters Score -2.306197e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109773 members 
Mstep: Class 2 contains 62671 members 
Entering Unmasked Estep 
Score: -23062106.000000 Penalty: 5980.682617
	Iteration 26Q: 3 clusters Score -2.306211e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110390 members 
Mstep: Class 2 contains 62054 members 
Entering Unmasked Estep 
Score: -23062162.000000 Penalty: 5980.682617
	Iteration 27Q: 3 clusters Score -2.306216e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111055 members 
Mstep: Class 2 contains 61389 members 
Entering Unmasked Estep 
Score: -23062334.000000 Penalty: 5980.682617
	Iteration 28Q: 3 clusters Score -2.306233e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111733 members 
Mstep: Class 2 contains 60711 members 
Entering Unmasked Estep 
Score: -23062420.000000 Penalty: 5980.682617
	Iteration 29Q: 3 clusters Score -2.306242e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112415 members 
Mstep: Class 2 contains 60029 members 
Entering Unmasked Estep 
Score: -23062516.000000 Penalty: 5980.682617
	Iteration 30Q: 3 clusters Score -2.306252e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113071 members 
Mstep: Class 2 contains 59373 members 
Entering Unmasked Estep 
Score: -23062516.000000 Penalty: 5980.682617
	Iteration 31Q: 3 clusters Score -2.306252e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113711 members 
Mstep: Class 2 contains 58733 members 
Entering Unmasked Estep 
Score: -23062596.000000 Penalty: 5980.682617
	Iteration 32Q: 3 clusters Score -2.30626e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114348 members 
Mstep: Class 2 contains 58096 members 
Entering Unmasked Estep 
Score: -23062666.000000 Penalty: 5980.682617
	Iteration 33Q: 3 clusters Score -2.306267e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115002 members 
Mstep: Class 2 contains 57442 members 
Entering Unmasked Estep 
Score: -23062786.000000 Penalty: 5980.682617
	Iteration 34Q: 3 clusters Score -2.306279e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115666 members 
Mstep: Class 2 contains 56778 members 
Entering Unmasked Estep 
Score: -23062824.000000 Penalty: 5980.682617
	Iteration 35Q: 3 clusters Score -2.306282e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116381 members 
Mstep: Class 2 contains 56063 members 
Entering Unmasked Estep 
Score: -23062846.000000 Penalty: 5980.682617
	Iteration 36Q: 3 clusters Score -2.306285e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117158 members 
Mstep: Class 2 contains 55286 members 
Entering Unmasked Estep 
Score: -23062940.000000 Penalty: 5980.682617
	Iteration 37Q: 3 clusters Score -2.306294e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117972 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -23063084.000000 Penalty: 5980.682617
	Iteration 38Q: 3 clusters Score -2.306308e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118760 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -23063232.000000 Penalty: 5980.682617
	Iteration 39Q: 3 clusters Score -2.306323e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119520 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -23063212.000000 Penalty: 5980.682617
	Iteration 40F: 3 clusters Score -2.306321e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120324 members 
Mstep: Class 2 contains 52120 members 
Entering Unmasked Estep 
Score: -23063290.000000 Penalty: 5980.682617
	Iteration 41Q: 3 clusters Score -2.306329e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121098 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -23063356.000000 Penalty: 5980.682617
	Iteration 42Q: 3 clusters Score -2.306336e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121819 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -23063466.000000 Penalty: 5980.682617
	Iteration 43Q: 3 clusters Score -2.306347e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122506 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -23063522.000000 Penalty: 5980.682617
	Iteration 44Q: 3 clusters Score -2.306352e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123173 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -23063576.000000 Penalty: 5980.682617
	Iteration 45Q: 3 clusters Score -2.306358e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123837 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -23063640.000000 Penalty: 5980.682617
	Iteration 46Q: 3 clusters Score -2.306364e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124514 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -23063774.000000 Penalty: 5980.682617
	Iteration 47Q: 3 clusters Score -2.306377e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125192 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -23063742.000000 Penalty: 5980.682617
	Iteration 48Q: 3 clusters Score -2.306374e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125897 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -23063834.000000 Penalty: 5980.682617
	Iteration 49Q: 3 clusters Score -2.306383e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126603 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -23063972.000000 Penalty: 5980.682617
	Iteration 50Q: 3 clusters Score -2.306397e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127338 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -23064086.000000 Penalty: 5980.682617
	Iteration 51Q: 3 clusters Score -2.306409e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128106 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -23064124.000000 Penalty: 5980.682617
	Iteration 52Q: 3 clusters Score -2.306412e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128837 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -23064296.000000 Penalty: 5980.682617
	Iteration 53Q: 3 clusters Score -2.30643e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129541 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -23064408.000000 Penalty: 5980.682617
	Iteration 54Q: 3 clusters Score -2.306441e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130253 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -23064596.000000 Penalty: 5980.682617
	Iteration 55Q: 3 clusters Score -2.30646e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130914 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -23064732.000000 Penalty: 5980.682617
	Iteration 56Q: 3 clusters Score -2.306473e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131568 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -23064740.000000 Penalty: 5980.682617
	Iteration 57Q: 3 clusters Score -2.306474e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132171 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -23064748.000000 Penalty: 5980.682617
	Iteration 58Q: 3 clusters Score -2.306475e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132763 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -23064782.000000 Penalty: 5980.682617
	Iteration 59Q: 3 clusters Score -2.306478e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133337 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -23064840.000000 Penalty: 5980.682617
	Iteration 60F: 3 clusters Score -2.306484e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133898 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -23064944.000000 Penalty: 5980.682617
	Iteration 61Q: 3 clusters Score -2.306494e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134476 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -23065024.000000 Penalty: 5980.682617
	Iteration 62Q: 3 clusters Score -2.306502e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135017 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -23065100.000000 Penalty: 5980.682617
	Iteration 63Q: 3 clusters Score -2.30651e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135535 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -23065132.000000 Penalty: 5980.682617
	Iteration 64Q: 3 clusters Score -2.306513e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136070 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -23065150.000000 Penalty: 5980.682617
	Iteration 65Q: 3 clusters Score -2.306515e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136560 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -23065236.000000 Penalty: 5980.682617
	Iteration 66Q: 3 clusters Score -2.306524e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137037 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -23065372.000000 Penalty: 5980.682617
	Iteration 67Q: 3 clusters Score -2.306537e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137509 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -23065390.000000 Penalty: 5980.682617
	Iteration 68Q: 3 clusters Score -2.306539e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138013 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -23065380.000000 Penalty: 5980.682617
	Iteration 69Q: 3 clusters Score -2.306538e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138494 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -23065394.000000 Penalty: 5980.682617
	Iteration 70Q: 3 clusters Score -2.306539e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138973 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -23065498.000000 Penalty: 5980.682617
	Iteration 71Q: 3 clusters Score -2.30655e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139457 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -23065538.000000 Penalty: 5980.682617
	Iteration 72Q: 3 clusters Score -2.306554e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139953 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -23065564.000000 Penalty: 5980.682617
	Iteration 73Q: 3 clusters Score -2.306556e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140427 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -23065632.000000 Penalty: 5980.682617
	Iteration 74Q: 3 clusters Score -2.306563e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140908 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -23065792.000000 Penalty: 5980.682617
	Iteration 75Q: 3 clusters Score -2.306579e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141382 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -23065842.000000 Penalty: 5980.682617
	Iteration 76Q: 3 clusters Score -2.306584e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141892 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -23065932.000000 Penalty: 5980.682617
	Iteration 77Q: 3 clusters Score -2.306593e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142368 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -23066006.000000 Penalty: 5980.682617
	Iteration 78Q: 3 clusters Score -2.306601e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142868 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -23066050.000000 Penalty: 5980.682617
	Iteration 79Q: 3 clusters Score -2.306605e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143351 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -23066216.000000 Penalty: 5980.682617
	Iteration 80F: 3 clusters Score -2.306622e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143838 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -23066312.000000 Penalty: 5980.682617
	Iteration 81Q: 3 clusters Score -2.306631e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144331 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -23066370.000000 Penalty: 5980.682617
	Iteration 82Q: 3 clusters Score -2.306637e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144828 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -23066382.000000 Penalty: 5980.682617
	Iteration 83Q: 3 clusters Score -2.306638e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145319 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -23066432.000000 Penalty: 5980.682617
	Iteration 84Q: 3 clusters Score -2.306643e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145818 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -23066592.000000 Penalty: 5980.682617
	Iteration 85Q: 3 clusters Score -2.306659e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146313 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -23066672.000000 Penalty: 5980.682617
	Iteration 86Q: 3 clusters Score -2.306667e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146770 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -23066778.000000 Penalty: 5980.682617
	Iteration 87Q: 3 clusters Score -2.306678e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147206 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -23066822.000000 Penalty: 5980.682617
	Iteration 88Q: 3 clusters Score -2.306682e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147644 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -23066896.000000 Penalty: 5980.682617
	Iteration 89Q: 3 clusters Score -2.30669e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148124 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -23066978.000000 Penalty: 5980.682617
	Iteration 90Q: 3 clusters Score -2.306698e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148632 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -23067062.000000 Penalty: 5980.682617
	Iteration 91Q: 3 clusters Score -2.306706e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149137 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -23067140.000000 Penalty: 5980.682617
	Iteration 92Q: 3 clusters Score -2.306714e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149653 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -23067082.000000 Penalty: 5980.682617
	Iteration 93Q: 3 clusters Score -2.306708e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150184 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -23067220.000000 Penalty: 5980.682617
	Iteration 94Q: 3 clusters Score -2.306722e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150722 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -23067322.000000 Penalty: 5980.682617
	Iteration 95Q: 3 clusters Score -2.306732e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151263 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -23067384.000000 Penalty: 5980.682617
	Iteration 96Q: 3 clusters Score -2.306738e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151817 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -23067372.000000 Penalty: 5980.682617
	Iteration 97Q: 3 clusters Score -2.306737e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152348 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -23067396.000000 Penalty: 5980.682617
	Iteration 98Q: 3 clusters Score -2.30674e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152888 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -23067402.000000 Penalty: 5980.682617
	Iteration 99Q: 3 clusters Score -2.30674e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153390 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -23067446.000000 Penalty: 5980.682617
	Iteration 100F: 3 clusters Score -2.306745e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153903 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -23067464.000000 Penalty: 5980.682617
	Iteration 101Q: 3 clusters Score -2.306746e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154440 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -23067398.000000 Penalty: 5980.682617
	Iteration 102Q: 3 clusters Score -2.30674e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154957 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -23067370.000000 Penalty: 5980.682617
	Iteration 103Q: 3 clusters Score -2.306737e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155453 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -23067348.000000 Penalty: 5980.682617
	Iteration 104Q: 3 clusters Score -2.306735e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155905 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -23067234.000000 Penalty: 5980.682617
	Iteration 105Q: 3 clusters Score -2.306723e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156316 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -23067218.000000 Penalty: 5980.682617
	Iteration 106Q: 3 clusters Score -2.306722e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156704 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -23067242.000000 Penalty: 5980.682617
	Iteration 107Q: 3 clusters Score -2.306724e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157072 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -23067214.000000 Penalty: 5980.682617
	Iteration 108Q: 3 clusters Score -2.306721e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157392 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -23067306.000000 Penalty: 5980.682617
	Iteration 109Q: 3 clusters Score -2.306731e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157687 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -23067274.000000 Penalty: 5980.682617
	Iteration 110Q: 3 clusters Score -2.306727e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157951 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -23067250.000000 Penalty: 5980.682617
	Iteration 111Q: 3 clusters Score -2.306725e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158217 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -23067250.000000 Penalty: 5980.682617
	Iteration 112Q: 3 clusters Score -2.306725e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158481 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -23067268.000000 Penalty: 5980.682617
	Iteration 113Q: 3 clusters Score -2.306727e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158729 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -23067244.000000 Penalty: 5980.682617
	Iteration 114Q: 3 clusters Score -2.306724e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158958 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -23067152.000000 Penalty: 5980.682617
	Iteration 115Q: 3 clusters Score -2.306715e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159185 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -23067170.000000 Penalty: 5980.682617
	Iteration 116Q: 3 clusters Score -2.306717e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159384 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -23067140.000000 Penalty: 5980.682617
	Iteration 117Q: 3 clusters Score -2.306714e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159593 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -23067086.000000 Penalty: 5980.682617
	Iteration 118Q: 3 clusters Score -2.306709e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159798 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -23067078.000000 Penalty: 5980.682617
	Iteration 119Q: 3 clusters Score -2.306708e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160000 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -23067042.000000 Penalty: 5980.682617
	Iteration 120F: 3 clusters Score -2.306704e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160195 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -23066952.000000 Penalty: 5980.682617
	Iteration 121Q: 3 clusters Score -2.306695e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160402 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -23066908.000000 Penalty: 5980.682617
	Iteration 122Q: 3 clusters Score -2.306691e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160597 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -23066872.000000 Penalty: 5980.682617
	Iteration 123Q: 3 clusters Score -2.306687e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160781 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -23066820.000000 Penalty: 5980.682617
	Iteration 124Q: 3 clusters Score -2.306682e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160975 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -23066776.000000 Penalty: 5980.682617
	Iteration 125Q: 3 clusters Score -2.306678e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161178 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -23066750.000000 Penalty: 5980.682617
	Iteration 126Q: 3 clusters Score -2.306675e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161351 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -23066730.000000 Penalty: 5980.682617
	Iteration 127Q: 3 clusters Score -2.306673e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161527 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -23066704.000000 Penalty: 5980.682617
	Iteration 128Q: 3 clusters Score -2.30667e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161697 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -23066642.000000 Penalty: 5980.682617
	Iteration 129Q: 3 clusters Score -2.306664e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161868 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -23066626.000000 Penalty: 5980.682617
	Iteration 130Q: 3 clusters Score -2.306663e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162034 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -23066538.000000 Penalty: 5980.682617
	Iteration 131Q: 3 clusters Score -2.306654e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162188 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -23066486.000000 Penalty: 5980.682617
	Iteration 132Q: 3 clusters Score -2.306649e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162328 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -23066480.000000 Penalty: 5980.682617
	Iteration 133Q: 3 clusters Score -2.306648e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162441 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -23066442.000000 Penalty: 5980.682617
	Iteration 134Q: 3 clusters Score -2.306644e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162555 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -23066404.000000 Penalty: 5980.682617
	Iteration 135Q: 3 clusters Score -2.30664e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162678 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -23066382.000000 Penalty: 5980.682617
	Iteration 136Q: 3 clusters Score -2.306638e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162801 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -23066334.000000 Penalty: 5980.682617
	Iteration 137Q: 3 clusters Score -2.306633e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162923 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -23066326.000000 Penalty: 5980.682617
	Iteration 138Q: 3 clusters Score -2.306633e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163027 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -23066298.000000 Penalty: 5980.682617
	Iteration 139Q: 3 clusters Score -2.30663e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163137 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -23066284.000000 Penalty: 5980.682617
	Iteration 140F: 3 clusters Score -2.306628e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163243 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -23066238.000000 Penalty: 5980.682617
	Iteration 141Q: 3 clusters Score -2.306624e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163344 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -23066200.000000 Penalty: 5980.682617
	Iteration 142Q: 3 clusters Score -2.30662e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163453 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -23066206.000000 Penalty: 5980.682617
	Iteration 143Q: 3 clusters Score -2.306621e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163566 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -23066142.000000 Penalty: 5980.682617
	Iteration 144Q: 3 clusters Score -2.306614e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163663 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -23066106.000000 Penalty: 5980.682617
	Iteration 145Q: 3 clusters Score -2.306611e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163735 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -23066096.000000 Penalty: 5980.682617
	Iteration 146Q: 3 clusters Score -2.30661e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163809 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -23066092.000000 Penalty: 5980.682617
	Iteration 147Q: 3 clusters Score -2.306609e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163866 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -23066074.000000 Penalty: 5980.682617
	Iteration 148Q: 3 clusters Score -2.306607e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163917 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -23066044.000000 Penalty: 5980.682617
	Iteration 149Q: 3 clusters Score -2.306604e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163965 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -23066040.000000 Penalty: 5980.682617
	Iteration 150Q: 3 clusters Score -2.306604e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164015 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -23066008.000000 Penalty: 5980.682617
	Iteration 151Q: 3 clusters Score -2.306601e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164067 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -23066012.000000 Penalty: 5980.682617
	Iteration 152Q: 3 clusters Score -2.306601e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164120 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -23066008.000000 Penalty: 5980.682617
	Iteration 153Q: 3 clusters Score -2.306601e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164177 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -23065998.000000 Penalty: 5980.682617
	Iteration 154Q: 3 clusters Score -2.3066e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164240 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -23065940.000000 Penalty: 5980.682617
	Iteration 155Q: 3 clusters Score -2.306594e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164302 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -23065946.000000 Penalty: 5980.682617
	Iteration 156Q: 3 clusters Score -2.306595e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164358 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -23065968.000000 Penalty: 5980.682617
	Iteration 157Q: 3 clusters Score -2.306597e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164410 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -23065962.000000 Penalty: 5980.682617
	Iteration 158Q: 3 clusters Score -2.306596e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164460 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -23065942.000000 Penalty: 5980.682617
	Iteration 159Q: 3 clusters Score -2.306594e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164503 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -23065912.000000 Penalty: 5980.682617
	Iteration 160F: 3 clusters Score -2.306591e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164539 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -23065876.000000 Penalty: 5980.682617
	Iteration 161Q: 3 clusters Score -2.306588e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164594 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -23065884.000000 Penalty: 5980.682617
	Iteration 162Q: 3 clusters Score -2.306588e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164653 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -23065840.000000 Penalty: 5980.682617
	Iteration 163Q: 3 clusters Score -2.306584e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164704 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -23065822.000000 Penalty: 5980.682617
	Iteration 164Q: 3 clusters Score -2.306582e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164759 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -23065792.000000 Penalty: 5980.682617
	Iteration 165Q: 3 clusters Score -2.306579e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164805 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -23065774.000000 Penalty: 5980.682617
	Iteration 166Q: 3 clusters Score -2.306577e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164857 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -23065764.000000 Penalty: 5980.682617
	Iteration 167Q: 3 clusters Score -2.306576e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164908 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -23065744.000000 Penalty: 5980.682617
	Iteration 168Q: 3 clusters Score -2.306574e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164955 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -23065748.000000 Penalty: 5980.682617
	Iteration 169Q: 3 clusters Score -2.306575e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165010 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -23065720.000000 Penalty: 5980.682617
	Iteration 170Q: 3 clusters Score -2.306572e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165069 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -23065696.000000 Penalty: 5980.682617
	Iteration 171Q: 3 clusters Score -2.30657e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165137 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -23065714.000000 Penalty: 5980.682617
	Iteration 172Q: 3 clusters Score -2.306571e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165186 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -23065692.000000 Penalty: 5980.682617
	Iteration 173Q: 3 clusters Score -2.306569e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165229 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -23065674.000000 Penalty: 5980.682617
	Iteration 174Q: 3 clusters Score -2.306567e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165265 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -23065656.000000 Penalty: 5980.682617
	Iteration 175Q: 3 clusters Score -2.306566e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165314 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -23065646.000000 Penalty: 5980.682617
	Iteration 176Q: 3 clusters Score -2.306565e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165355 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -23065632.000000 Penalty: 5980.682617
	Iteration 177Q: 3 clusters Score -2.306563e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165401 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -23065618.000000 Penalty: 5980.682617
	Iteration 178Q: 3 clusters Score -2.306562e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165452 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -23065594.000000 Penalty: 5980.682617
	Iteration 179Q: 3 clusters Score -2.306559e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165512 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -23065594.000000 Penalty: 5980.682617
	Iteration 180F: 3 clusters Score -2.306559e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165572 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -23065602.000000 Penalty: 5980.682617
	Iteration 181Q: 3 clusters Score -2.30656e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165630 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -23065578.000000 Penalty: 5980.682617
	Iteration 182Q: 3 clusters Score -2.306558e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165695 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -23065594.000000 Penalty: 5980.682617
	Iteration 183Q: 3 clusters Score -2.306559e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165766 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -23065608.000000 Penalty: 5980.682617
	Iteration 184Q: 3 clusters Score -2.306561e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165831 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -23065622.000000 Penalty: 5980.682617
	Iteration 185Q: 3 clusters Score -2.306562e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165902 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -23065620.000000 Penalty: 5980.682617
	Iteration 186Q: 3 clusters Score -2.306562e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165974 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -23065630.000000 Penalty: 5980.682617
	Iteration 187Q: 3 clusters Score -2.306563e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166049 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -23065572.000000 Penalty: 5980.682617
	Iteration 188Q: 3 clusters Score -2.306557e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166118 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -23065604.000000 Penalty: 5980.682617
	Iteration 189Q: 3 clusters Score -2.30656e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166184 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -23065566.000000 Penalty: 5980.682617
	Iteration 190Q: 3 clusters Score -2.306557e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166252 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -23065558.000000 Penalty: 5980.682617
	Iteration 191Q: 3 clusters Score -2.306556e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166331 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -23065548.000000 Penalty: 5980.682617
	Iteration 192Q: 3 clusters Score -2.306555e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166406 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -23065534.000000 Penalty: 5980.682617
	Iteration 193Q: 3 clusters Score -2.306553e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166466 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -23065542.000000 Penalty: 5980.682617
	Iteration 194Q: 3 clusters Score -2.306554e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166527 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -23065546.000000 Penalty: 5980.682617
	Iteration 195Q: 3 clusters Score -2.306555e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166577 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -23065520.000000 Penalty: 5980.682617
	Iteration 196Q: 3 clusters Score -2.306552e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166616 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -23065486.000000 Penalty: 5980.682617
	Iteration 197Q: 3 clusters Score -2.306549e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166642 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -23065490.000000 Penalty: 5980.682617
	Iteration 198Q: 3 clusters Score -2.306549e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166665 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -23065466.000000 Penalty: 5980.682617
	Iteration 199Q: 3 clusters Score -2.306547e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166693 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -23065430.000000 Penalty: 5980.682617
	Iteration 200F: 3 clusters Score -2.306543e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166719 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -23065420.000000 Penalty: 5980.682617
	Iteration 201Q: 3 clusters Score -2.306542e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166743 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -23065412.000000 Penalty: 5980.682617
	Iteration 202Q: 3 clusters Score -2.306541e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166769 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -23065412.000000 Penalty: 5980.682617
	Iteration 203Q: 3 clusters Score -2.306541e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166793 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -23065424.000000 Penalty: 5980.682617
	Iteration 204Q: 3 clusters Score -2.306542e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166823 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -23065420.000000 Penalty: 5980.682617
	Iteration 205Q: 3 clusters Score -2.306542e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166846 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -23065414.000000 Penalty: 5980.682617
	Iteration 206Q: 3 clusters Score -2.306541e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166866 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -23065410.000000 Penalty: 5980.682617
	Iteration 207Q: 3 clusters Score -2.306541e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166890 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -23065400.000000 Penalty: 5980.682617
	Iteration 208Q: 3 clusters Score -2.30654e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166909 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -23065394.000000 Penalty: 5980.682617
	Iteration 209Q: 3 clusters Score -2.306539e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166932 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -23065388.000000 Penalty: 5980.682617
	Iteration 210Q: 3 clusters Score -2.306539e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166957 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -23065394.000000 Penalty: 5980.682617
	Iteration 211Q: 3 clusters Score -2.306539e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166975 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -23065420.000000 Penalty: 5980.682617
	Iteration 212Q: 3 clusters Score -2.306542e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166997 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -23065396.000000 Penalty: 5980.682617
	Iteration 213Q: 3 clusters Score -2.30654e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167021 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -23065398.000000 Penalty: 5980.682617
	Iteration 214Q: 3 clusters Score -2.30654e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167039 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -23065384.000000 Penalty: 5980.682617
	Iteration 215Q: 3 clusters Score -2.306538e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167060 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -23065358.000000 Penalty: 5980.682617
	Iteration 216Q: 3 clusters Score -2.306536e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167081 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -23065346.000000 Penalty: 5980.682617
	Iteration 217Q: 3 clusters Score -2.306535e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167100 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -23065342.000000 Penalty: 5980.682617
	Iteration 218Q: 3 clusters Score -2.306534e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167122 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -23065344.000000 Penalty: 5980.682617
	Iteration 219Q: 3 clusters Score -2.306534e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167142 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -23065318.000000 Penalty: 5980.682617
	Iteration 220F: 3 clusters Score -2.306532e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167157 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -23065310.000000 Penalty: 5980.682617
	Iteration 221Q: 3 clusters Score -2.306531e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167180 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -23065322.000000 Penalty: 5980.682617
	Iteration 222Q: 3 clusters Score -2.306532e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167205 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -23065300.000000 Penalty: 5980.682617
	Iteration 223Q: 3 clusters Score -2.30653e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167235 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -23065266.000000 Penalty: 5980.682617
	Iteration 224Q: 3 clusters Score -2.306527e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167270 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -23065248.000000 Penalty: 5980.682617
	Iteration 225Q: 3 clusters Score -2.306525e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167316 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -23065236.000000 Penalty: 5980.682617
	Iteration 226Q: 3 clusters Score -2.306524e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167371 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -23065224.000000 Penalty: 5980.682617
	Iteration 227Q: 3 clusters Score -2.306522e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167422 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -23065178.000000 Penalty: 5980.682617
	Iteration 228Q: 3 clusters Score -2.306518e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167476 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -23065162.000000 Penalty: 5980.682617
	Iteration 229Q: 3 clusters Score -2.306516e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167541 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -23065140.000000 Penalty: 5980.682617
	Iteration 230Q: 3 clusters Score -2.306514e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167600 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -23065098.000000 Penalty: 5980.682617
	Iteration 231Q: 3 clusters Score -2.30651e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167648 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -23065106.000000 Penalty: 5980.682617
	Iteration 232Q: 3 clusters Score -2.306511e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167705 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -23065100.000000 Penalty: 5980.682617
	Iteration 233Q: 3 clusters Score -2.30651e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167753 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -23065120.000000 Penalty: 5980.682617
	Iteration 234Q: 3 clusters Score -2.306512e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167793 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -23065082.000000 Penalty: 5980.682617
	Iteration 235Q: 3 clusters Score -2.306508e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167833 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -23065096.000000 Penalty: 5980.682617
	Iteration 236Q: 3 clusters Score -2.30651e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167864 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -23065084.000000 Penalty: 5980.682617
	Iteration 237Q: 3 clusters Score -2.306508e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167898 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -23065126.000000 Penalty: 5980.682617
	Iteration 238Q: 3 clusters Score -2.306513e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167932 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -23065092.000000 Penalty: 5980.682617
	Iteration 239Q: 3 clusters Score -2.306509e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167964 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -23065046.000000 Penalty: 5980.682617
	Iteration 240F: 3 clusters Score -2.306505e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167989 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -23065044.000000 Penalty: 5980.682617
	Iteration 241Q: 3 clusters Score -2.306504e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168017 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -23065058.000000 Penalty: 5980.682617
	Iteration 242Q: 3 clusters Score -2.306506e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168043 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -23065046.000000 Penalty: 5980.682617
	Iteration 243Q: 3 clusters Score -2.306505e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168066 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -23065034.000000 Penalty: 5980.682617
	Iteration 244Q: 3 clusters Score -2.306503e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168089 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -23065010.000000 Penalty: 5980.682617
	Iteration 245Q: 3 clusters Score -2.306501e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168115 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -23065016.000000 Penalty: 5980.682617
	Iteration 246Q: 3 clusters Score -2.306502e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168142 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -23065022.000000 Penalty: 5980.682617
	Iteration 247Q: 3 clusters Score -2.306502e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168173 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -23065018.000000 Penalty: 5980.682617
	Iteration 248Q: 3 clusters Score -2.306502e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168198 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -23065012.000000 Penalty: 5980.682617
	Iteration 249Q: 3 clusters Score -2.306501e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168227 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -23064994.000000 Penalty: 5980.682617
	Iteration 250Q: 3 clusters Score -2.306499e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168252 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -23064992.000000 Penalty: 5980.682617
	Iteration 251Q: 3 clusters Score -2.306499e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168266 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -23065008.000000 Penalty: 5980.682617
	Iteration 252Q: 3 clusters Score -2.306501e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168291 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -23065004.000000 Penalty: 5980.682617
	Iteration 253Q: 3 clusters Score -2.3065e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168317 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -23064982.000000 Penalty: 5980.682617
	Iteration 254Q: 3 clusters Score -2.306498e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168337 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -23064982.000000 Penalty: 5980.682617
	Iteration 255Q: 3 clusters Score -2.306498e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168365 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -23064996.000000 Penalty: 5980.682617
	Iteration 256Q: 3 clusters Score -2.3065e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168394 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -23064994.000000 Penalty: 5980.682617
	Iteration 257Q: 3 clusters Score -2.306499e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168409 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -23064968.000000 Penalty: 5980.682617
	Iteration 258Q: 3 clusters Score -2.306497e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168429 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -23064972.000000 Penalty: 5980.682617
	Iteration 259Q: 3 clusters Score -2.306497e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168443 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -23064966.000000 Penalty: 5980.682617
	Iteration 260F: 3 clusters Score -2.306497e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168459 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -23064970.000000 Penalty: 5980.682617
	Iteration 261Q: 3 clusters Score -2.306497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168470 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -23064962.000000 Penalty: 5980.682617
	Iteration 262Q: 3 clusters Score -2.306496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168479 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -23064950.000000 Penalty: 5980.682617
	Iteration 263Q: 3 clusters Score -2.306495e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168493 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -23064942.000000 Penalty: 5980.682617
	Iteration 264Q: 3 clusters Score -2.306494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168506 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -23064918.000000 Penalty: 5980.682617
	Iteration 265Q: 3 clusters Score -2.306492e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168522 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -23064924.000000 Penalty: 5980.682617
	Iteration 266Q: 3 clusters Score -2.306492e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168539 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -23064914.000000 Penalty: 5980.682617
	Iteration 267Q: 3 clusters Score -2.306491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168553 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -23064922.000000 Penalty: 5980.682617
	Iteration 268Q: 3 clusters Score -2.306492e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168565 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -23064900.000000 Penalty: 5980.682617
	Iteration 269Q: 3 clusters Score -2.30649e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168577 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -23064902.000000 Penalty: 5980.682617
	Iteration 270Q: 3 clusters Score -2.30649e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168594 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -23064904.000000 Penalty: 5980.682617
	Iteration 271Q: 3 clusters Score -2.30649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168602 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -23064910.000000 Penalty: 5980.682617
	Iteration 272Q: 3 clusters Score -2.306491e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168606 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -23064900.000000 Penalty: 5980.682617
	Iteration 273Q: 3 clusters Score -2.30649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168611 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -23064888.000000 Penalty: 5980.682617
	Iteration 274Q: 3 clusters Score -2.306489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168617 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -23064900.000000 Penalty: 5980.682617
	Iteration 275Q: 3 clusters Score -2.30649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168622 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -23064900.000000 Penalty: 5980.682617
	Iteration 276Q: 3 clusters Score -2.30649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168629 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -23064914.000000 Penalty: 5980.682617
	Iteration 277Q: 3 clusters Score -2.306491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168633 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -23064894.000000 Penalty: 5980.682617
	Iteration 278Q: 3 clusters Score -2.306489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168640 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -23064886.000000 Penalty: 5980.682617
	Iteration 279Q: 3 clusters Score -2.306489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168650 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -23064876.000000 Penalty: 5980.682617
	Iteration 280F: 3 clusters Score -2.306488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168663 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -23064884.000000 Penalty: 5980.682617
	Iteration 281Q: 3 clusters Score -2.306488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168676 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -23064888.000000 Penalty: 5980.682617
	Iteration 282Q: 3 clusters Score -2.306489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168685 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -23064870.000000 Penalty: 5980.682617
	Iteration 283Q: 3 clusters Score -2.306487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168698 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -23064852.000000 Penalty: 5980.682617
	Iteration 284Q: 3 clusters Score -2.306485e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168715 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -23064878.000000 Penalty: 5980.682617
	Iteration 285Q: 3 clusters Score -2.306488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168726 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -23064854.000000 Penalty: 5980.682617
	Iteration 286Q: 3 clusters Score -2.306485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168727 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -23064854.000000 Penalty: 5980.682617
	Iteration 287Q: 3 clusters Score -2.306485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168728 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -23064854.000000 Penalty: 5980.682617
	Iteration 288Q: 3 clusters Score -2.306485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168732 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -23064860.000000 Penalty: 5980.682617
	Iteration 289Q: 3 clusters Score -2.306486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168739 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -23064872.000000 Penalty: 5980.682617
	Iteration 290Q: 3 clusters Score -2.306487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168747 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -23064878.000000 Penalty: 5980.682617
	Iteration 291Q: 3 clusters Score -2.306488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168753 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -23064874.000000 Penalty: 5980.682617
	Iteration 292Q: 3 clusters Score -2.306487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168760 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -23064860.000000 Penalty: 5980.682617
	Iteration 293Q: 3 clusters Score -2.306486e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168768 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -23064860.000000 Penalty: 5980.682617
	Iteration 294Q: 3 clusters Score -2.306486e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168779 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -23064854.000000 Penalty: 5980.682617
	Iteration 295Q: 3 clusters Score -2.306485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168788 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -23064846.000000 Penalty: 5980.682617
	Iteration 296Q: 3 clusters Score -2.306485e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168798 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -23064852.000000 Penalty: 5980.682617
	Iteration 297Q: 3 clusters Score -2.306485e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168804 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -23064874.000000 Penalty: 5980.682617
	Iteration 298Q: 3 clusters Score -2.306487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168813 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -23064884.000000 Penalty: 5980.682617
	Iteration 299Q: 3 clusters Score -2.306488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168821 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -23064884.000000 Penalty: 5980.682617
	Iteration 300F: 3 clusters Score -2.306488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168834 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -23064882.000000 Penalty: 5980.682617
	Iteration 301Q: 3 clusters Score -2.306488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168840 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -23064888.000000 Penalty: 5980.682617
	Iteration 302Q: 3 clusters Score -2.306489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168851 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -23064880.000000 Penalty: 5980.682617
	Iteration 303Q: 3 clusters Score -2.306488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168865 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -23064870.000000 Penalty: 5980.682617
	Iteration 304Q: 3 clusters Score -2.306487e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168882 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -23064866.000000 Penalty: 5980.682617
	Iteration 305Q: 3 clusters Score -2.306487e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168906 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -23064850.000000 Penalty: 5980.682617
	Iteration 306Q: 3 clusters Score -2.306485e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168931 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -23064826.000000 Penalty: 5980.682617
	Iteration 307Q: 3 clusters Score -2.306483e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168959 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -23064818.000000 Penalty: 5980.682617
	Iteration 308Q: 3 clusters Score -2.306482e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168985 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -23064808.000000 Penalty: 5980.682617
	Iteration 309Q: 3 clusters Score -2.306481e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169000 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -23064768.000000 Penalty: 5980.682617
	Iteration 310Q: 3 clusters Score -2.306477e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169021 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -23064798.000000 Penalty: 5980.682617
	Iteration 311Q: 3 clusters Score -2.30648e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169048 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -23064792.000000 Penalty: 5980.682617
	Iteration 312Q: 3 clusters Score -2.306479e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169076 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -23064794.000000 Penalty: 5980.682617
	Iteration 313Q: 3 clusters Score -2.306479e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169100 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -23064786.000000 Penalty: 5980.682617
	Iteration 314Q: 3 clusters Score -2.306479e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169121 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -23064794.000000 Penalty: 5980.682617
	Iteration 315Q: 3 clusters Score -2.306479e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169143 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -23064766.000000 Penalty: 5980.682617
	Iteration 316Q: 3 clusters Score -2.306477e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169163 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -23064770.000000 Penalty: 5980.682617
	Iteration 317Q: 3 clusters Score -2.306477e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169183 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -23064768.000000 Penalty: 5980.682617
	Iteration 318Q: 3 clusters Score -2.306477e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169195 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -23064778.000000 Penalty: 5980.682617
	Iteration 319Q: 3 clusters Score -2.306478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169203 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -23064762.000000 Penalty: 5980.682617
	Iteration 320F: 3 clusters Score -2.306476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169213 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -23064754.000000 Penalty: 5980.682617
	Iteration 321Q: 3 clusters Score -2.306475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169219 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -23064746.000000 Penalty: 5980.682617
	Iteration 322Q: 3 clusters Score -2.306475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169229 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -23064742.000000 Penalty: 5980.682617
	Iteration 323Q: 3 clusters Score -2.306474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169238 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -23064744.000000 Penalty: 5980.682617
	Iteration 324Q: 3 clusters Score -2.306474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169247 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -23064732.000000 Penalty: 5980.682617
	Iteration 325Q: 3 clusters Score -2.306473e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169256 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -23064736.000000 Penalty: 5980.682617
	Iteration 326Q: 3 clusters Score -2.306474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169266 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -23064740.000000 Penalty: 5980.682617
	Iteration 327Q: 3 clusters Score -2.306474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169273 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -23064728.000000 Penalty: 5980.682617
	Iteration 328Q: 3 clusters Score -2.306473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169279 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -23064722.000000 Penalty: 5980.682617
	Iteration 329Q: 3 clusters Score -2.306472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169282 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -23064726.000000 Penalty: 5980.682617
	Iteration 330Q: 3 clusters Score -2.306473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169286 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -23064732.000000 Penalty: 5980.682617
	Iteration 331Q: 3 clusters Score -2.306473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169289 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -23064724.000000 Penalty: 5980.682617
	Iteration 332Q: 3 clusters Score -2.306472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169294 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -23064730.000000 Penalty: 5980.682617
	Iteration 333Q: 3 clusters Score -2.306473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169298 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -23064730.000000 Penalty: 5980.682617
	Iteration 334Q: 3 clusters Score -2.306473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169300 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -23064728.000000 Penalty: 5980.682617
	Iteration 335Q: 3 clusters Score -2.306473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169302 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -23064722.000000 Penalty: 5980.682617
	Iteration 336Q: 3 clusters Score -2.306472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169307 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -23064726.000000 Penalty: 5980.682617
	Iteration 337Q: 3 clusters Score -2.306473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169311 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -23064714.000000 Penalty: 5980.682617
	Iteration 338Q: 3 clusters Score -2.306471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169315 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -23064714.000000 Penalty: 5980.682617
	Iteration 339Q: 3 clusters Score -2.306471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169321 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -23064722.000000 Penalty: 5980.682617
	Iteration 340F: 3 clusters Score -2.306472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169325 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -23064732.000000 Penalty: 5980.682617
	Iteration 341Q: 3 clusters Score -2.306473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169330 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -23064714.000000 Penalty: 5980.682617
	Iteration 342Q: 3 clusters Score -2.306471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169334 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -23064712.000000 Penalty: 5980.682617
	Iteration 343Q: 3 clusters Score -2.306471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169338 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -23064712.000000 Penalty: 5980.682617
	Iteration 344Q: 3 clusters Score -2.306471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169342 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -23064700.000000 Penalty: 5980.682617
	Iteration 345Q: 3 clusters Score -2.30647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169345 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -23064708.000000 Penalty: 5980.682617
	Iteration 346Q: 3 clusters Score -2.306471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169350 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -23064706.000000 Penalty: 5980.682617
	Iteration 347Q: 3 clusters Score -2.306471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169357 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -23064700.000000 Penalty: 5980.682617
	Iteration 348Q: 3 clusters Score -2.30647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169362 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -23064706.000000 Penalty: 5980.682617
	Iteration 349Q: 3 clusters Score -2.306471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169364 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -23064714.000000 Penalty: 5980.682617
	Iteration 350Q: 3 clusters Score -2.306471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169367 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -23064714.000000 Penalty: 5980.682617
	Iteration 351Q: 3 clusters Score -2.306471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169372 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -23064700.000000 Penalty: 5980.682617
	Iteration 352Q: 3 clusters Score -2.30647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169374 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -23064694.000000 Penalty: 5980.682617
	Iteration 353Q: 3 clusters Score -2.306469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169375 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -23064698.000000 Penalty: 5980.682617
	Iteration 354Q: 3 clusters Score -2.30647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169376 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -23064718.000000 Penalty: 5980.682617
	Iteration 355Q: 3 clusters Score -2.306472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169376 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -23064718.000000 Penalty: 5980.682617
	Iteration 356F: 3 clusters Score -2.306472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (174415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174415 members 
Entering Unmasked Estep 
Score: -23551554.000000 Penalty: 2993.159912
	Iteration 0F: 2 clusters Score -2.355155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86885 members 
Mstep: Class 2 contains 87530 members 
Entering Unmasked Estep 
Score: -23441896.000000 Penalty: 5986.319824
	Iteration 0F: 3 clusters Score -2.34419e+07 nChanged 83717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 90997 members 
Entering Unmasked Estep 
Score: -23491126.000000 Penalty: 5986.319824
	Iteration 1F: 3 clusters Score -2.349113e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81596 members 
Mstep: Class 2 contains 92819 members 
Entering Unmasked Estep 
Score: -23492470.000000 Penalty: 5986.319824
	Iteration 2Q: 3 clusters Score -2.349247e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78983 members 
Mstep: Class 2 contains 95432 members 
Entering Unmasked Estep 
Score: -23494302.000000 Penalty: 5986.319824
	Iteration 3Q: 3 clusters Score -2.34943e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75082 members 
Mstep: Class 2 contains 99333 members 
Entering Unmasked Estep 
Score: -23496664.000000 Penalty: 5986.319824
	Iteration 4Q: 3 clusters Score -2.349666e+07 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69462 members 
Mstep: Class 2 contains 104953 members 
Entering Unmasked Estep 
Score: -23500362.000000 Penalty: 5986.319824
	Iteration 5Q: 3 clusters Score -2.350036e+07 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 112980 members 
Entering Unmasked Estep 
Score: -23506230.000000 Penalty: 5986.319824
	Iteration 6F: 3 clusters Score -2.350623e+07 nChanged 11122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51001 members 
Mstep: Class 2 contains 123414 members 
Entering Unmasked Estep 
Score: -23514196.000000 Penalty: 5986.319824
	Iteration 7F: 3 clusters Score -2.35142e+07 nChanged 12589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 135829 members 
Entering Unmasked Estep 
Score: -23524570.000000 Penalty: 5986.319824
	Iteration 8F: 3 clusters Score -2.352457e+07 nChanged 12592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 148401 members 
Entering Unmasked Estep 
Score: -23535354.000000 Penalty: 5986.319824
	Iteration 9F: 3 clusters Score -2.353535e+07 nChanged 10398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 158791 members 
Entering Unmasked Estep 
Score: -23543076.000000 Penalty: 5986.319824
	Iteration 10F: 3 clusters Score -2.354308e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 165510 members 
Entering Unmasked Estep 
Score: -23546818.000000 Penalty: 5986.319824
	Iteration 11Q: 3 clusters Score -2.354682e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 169118 members 
Entering Unmasked Estep 
Score: -23548422.000000 Penalty: 5986.319824
	Iteration 12Q: 3 clusters Score -2.354842e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 170961 members 
Entering Unmasked Estep 
Score: -23548836.000000 Penalty: 5986.319824
	Iteration 13Q: 3 clusters Score -2.354884e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 171899 members 
Entering Unmasked Estep 
Score: -23549158.000000 Penalty: 5986.319824
	Iteration 14Q: 3 clusters Score -2.354916e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 172390 members 
Entering Unmasked Estep 
Score: -23549246.000000 Penalty: 5986.319824
	Iteration 15Q: 3 clusters Score -2.354925e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 172700 members 
Entering Unmasked Estep 
Score: -23549284.000000 Penalty: 5986.319824
	Iteration 16Q: 3 clusters Score -2.354928e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 172873 members 
Entering Unmasked Estep 
Score: -23549318.000000 Penalty: 5986.319824
	Iteration 17Q: 3 clusters Score -2.354932e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 172977 members 
Entering Unmasked Estep 
Score: -23549386.000000 Penalty: 5986.319824
	Iteration 18Q: 3 clusters Score -2.354939e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 173041 members 
Entering Unmasked Estep 
Score: -23549406.000000 Penalty: 5986.319824
	Iteration 19Q: 3 clusters Score -2.354941e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 173082 members 
Entering Unmasked Estep 
Score: -23549422.000000 Penalty: 5986.319824
	Iteration 20F: 3 clusters Score -2.354942e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 173118 members 
Entering Unmasked Estep 
Score: -23549438.000000 Penalty: 5986.319824
	Iteration 21Q: 3 clusters Score -2.354944e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 173136 members 
Entering Unmasked Estep 
Score: -23549494.000000 Penalty: 5986.319824
	Iteration 22Q: 3 clusters Score -2.354949e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 173156 members 
Entering Unmasked Estep 
Score: -23549494.000000 Penalty: 5986.319824
	Iteration 23Q: 3 clusters Score -2.354949e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 173178 members 
Entering Unmasked Estep 
Score: -23549516.000000 Penalty: 5986.319824
	Iteration 24Q: 3 clusters Score -2.354952e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 173196 members 
Entering Unmasked Estep 
Score: -23549522.000000 Penalty: 5986.319824
	Iteration 25Q: 3 clusters Score -2.354952e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 173212 members 
Entering Unmasked Estep 
Score: -23549550.000000 Penalty: 5986.319824
	Iteration 26Q: 3 clusters Score -2.354955e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 173229 members 
Entering Unmasked Estep 
Score: -23549540.000000 Penalty: 5986.319824
	Iteration 27Q: 3 clusters Score -2.354954e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 173224 members 
Entering Unmasked Estep 
Score: -23549520.000000 Penalty: 5986.319824
	Iteration 28Q: 3 clusters Score -2.354952e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 173230 members 
Entering Unmasked Estep 
Score: -23549562.000000 Penalty: 5986.319824
	Iteration 29Q: 3 clusters Score -2.354956e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 173232 members 
Entering Unmasked Estep 
Score: -23549570.000000 Penalty: 5986.319824
	Iteration 30Q: 3 clusters Score -2.354957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 173236 members 
Entering Unmasked Estep 
Score: -23549556.000000 Penalty: 5986.319824
	Iteration 31Q: 3 clusters Score -2.354956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 173241 members 
Entering Unmasked Estep 
Score: -23549534.000000 Penalty: 5986.319824
	Iteration 32Q: 3 clusters Score -2.354953e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 173249 members 
Entering Unmasked Estep 
Score: -23549534.000000 Penalty: 5986.319824
	Iteration 33Q: 3 clusters Score -2.354953e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 173251 members 
Entering Unmasked Estep 
Score: -23549564.000000 Penalty: 5986.319824
	Iteration 34Q: 3 clusters Score -2.354956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 173264 members 
Entering Unmasked Estep 
Score: -23549574.000000 Penalty: 5986.319824
	Iteration 35Q: 3 clusters Score -2.354957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 173274 members 
Entering Unmasked Estep 
Score: -23549578.000000 Penalty: 5986.319824
	Iteration 36Q: 3 clusters Score -2.354958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 173278 members 
Entering Unmasked Estep 
Score: -23549556.000000 Penalty: 5986.319824
	Iteration 37Q: 3 clusters Score -2.354956e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 173281 members 
Entering Unmasked Estep 
Score: -23549564.000000 Penalty: 5986.319824
	Iteration 38Q: 3 clusters Score -2.354956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 173281 members 
Entering Unmasked Estep 
Score: -23549564.000000 Penalty: 5986.319824
	Iteration 39Q: 3 clusters Score -2.354956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 173280 members 
Entering Unmasked Estep 
Score: -23549572.000000 Penalty: 5986.319824
	Iteration 40F: 3 clusters Score -2.354957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 173280 members 
Entering Unmasked Estep 
Score: -23549582.000000 Penalty: 5986.319824
	Iteration 41Q: 3 clusters Score -2.354958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 173278 members 
Entering Unmasked Estep 
Score: -23549588.000000 Penalty: 5986.319824
	Iteration 42Q: 3 clusters Score -2.354959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 173280 members 
Entering Unmasked Estep 
Score: -23549594.000000 Penalty: 5986.319824
	Iteration 43Q: 3 clusters Score -2.354959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 173283 members 
Entering Unmasked Estep 
Score: -23549596.000000 Penalty: 5986.319824
	Iteration 44Q: 3 clusters Score -2.35496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 173288 members 
Entering Unmasked Estep 
Score: -23549610.000000 Penalty: 5986.319824
	Iteration 45Q: 3 clusters Score -2.354961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 173295 members 
Entering Unmasked Estep 
Score: -23549624.000000 Penalty: 5986.319824
	Iteration 46Q: 3 clusters Score -2.354962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 173298 members 
Entering Unmasked Estep 
Score: -23549596.000000 Penalty: 5986.319824
	Iteration 47Q: 3 clusters Score -2.35496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 173304 members 
Entering Unmasked Estep 
Score: -23549602.000000 Penalty: 5986.319824
	Iteration 48Q: 3 clusters Score -2.35496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 173307 members 
Entering Unmasked Estep 
Score: -23549620.000000 Penalty: 5986.319824
	Iteration 49Q: 3 clusters Score -2.354962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 173308 members 
Entering Unmasked Estep 
Score: -23549604.000000 Penalty: 5986.319824
	Iteration 50Q: 3 clusters Score -2.35496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 173309 members 
Entering Unmasked Estep 
Score: -23549608.000000 Penalty: 5986.319824
	Iteration 51Q: 3 clusters Score -2.354961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 173309 members 
Entering Unmasked Estep 
Score: -23549608.000000 Penalty: 5986.319824
	Iteration 52F: 3 clusters Score -2.354961e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -70644.742188 Penalty: 1592.562378
	Iteration 0F: 2 clusters Score -70644.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -69112.179688 Penalty: 3185.124756
	Iteration 0F: 3 clusters Score -69112.18 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -69683.210938 Penalty: 3185.124756
	Iteration 1F: 3 clusters Score -69683.21 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70259.765625 Penalty: 3185.124756
	Iteration 2F: 3 clusters Score -70259.77 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -70814.914062 Penalty: 3185.124756
	Iteration 3F: 3 clusters Score -70814.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -71097.007812 Penalty: 3185.124756
	Iteration 4F: 3 clusters Score -71097.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -71196.320312 Penalty: 3185.124756
	Iteration 5Q: 3 clusters Score -71196.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -71339.687500 Penalty: 3185.124756
	Iteration 6Q: 3 clusters Score -71339.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -71472.101562 Penalty: 3185.124756
	Iteration 7Q: 3 clusters Score -71472.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -71505.859375 Penalty: 3185.124756
	Iteration 8Q: 3 clusters Score -71505.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -71528.359375 Penalty: 3185.124756
	Iteration 9Q: 3 clusters Score -71528.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -71528.359375 Penalty: 3185.124756
	Iteration 10F: 3 clusters Score -71528.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60065 members 
Mstep: Class 3 contains 191232 members 
Mstep: Class 4 contains 54712 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 98108 members 
Mstep: Class 7 contains 8669 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 120434 members 
Mstep: Class 10 contains 178488 members 
Mstep: Class 11 contains 6517 members 
Mstep: Class 12 contains 10489 members 
Mstep: Class 13 contains 168804 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50971 members 
Mstep: Class 17 contains 75770 members 
Mstep: Class 18 contains 172444 members 
Mstep: Class 19 contains 174415 members 
Mstep: Class 20 contains 164 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 571 members 
Mstep: Class 25 contains 451 members 
Entering Unmasked Estep 
Score: -180409664.000000 Penalty: 87655.367188
Splitting cluster 20 changes total score from -180411088.000000 to -180409664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -47589.578125 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -47589.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46213.187500 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -46213.19 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -46352.632812 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -46352.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46394.699219 Penalty: 2952.808594
	Iteration 2Q: 3 clusters Score -46394.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46407.128906 Penalty: 2952.808594
	Iteration 3Q: 3 clusters Score -46407.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -46409.453125 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -46409.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -46424.136719 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -46424.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46443.589844 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -46443.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -46450.757812 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -46450.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -46454.000000 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -46454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -46454.000000 Penalty: 2952.808594
	Iteration 9F: 3 clusters Score -46454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Entering Unmasked Estep 
Score: -53073.667969 Penalty: 1508.955811
	Iteration 0F: 2 clusters Score -53073.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51592.339844 Penalty: 3017.911621
	Iteration 0F: 3 clusters Score -51592.34 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51738.867188 Penalty: 3017.911621
	Iteration 1F: 3 clusters Score -51738.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51794.332031 Penalty: 3017.911621
	Iteration 2Q: 3 clusters Score -51794.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -51811.941406 Penalty: 3017.911621
	Iteration 3Q: 3 clusters Score -51811.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -51831.253906 Penalty: 3017.911621
	Iteration 4Q: 3 clusters Score -51831.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -51856.507812 Penalty: 3017.911621
	Iteration 5Q: 3 clusters Score -51856.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -51860.867188 Penalty: 3017.911621
	Iteration 6Q: 3 clusters Score -51860.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -51862.796875 Penalty: 3017.911621
	Iteration 7Q: 3 clusters Score -51862.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51866.757812 Penalty: 3017.911621
	Iteration 8Q: 3 clusters Score -51866.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51873.398438 Penalty: 3017.911621
	Iteration 9Q: 3 clusters Score -51873.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51884.394531 Penalty: 3017.911621
	Iteration 10Q: 3 clusters Score -51884.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51890.542969 Penalty: 3017.911621
	Iteration 11Q: 3 clusters Score -51890.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -51893.859375 Penalty: 3017.911621
	Iteration 12Q: 3 clusters Score -51893.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -51893.859375 Penalty: 3017.911621
	Iteration 13F: 3 clusters Score -51893.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Entering Unmasked Estep 
Score: -294892.875000 Penalty: 1913.461182
	Iteration 0F: 2 clusters Score -294892.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -292135.343750 Penalty: 3826.922363
	Iteration 0F: 3 clusters Score -292135.3 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -292690.750000 Penalty: 3826.922363
	Iteration 1F: 3 clusters Score -292690.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -292835.406250 Penalty: 3826.922363
	Iteration 2F: 3 clusters Score -292835.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -292910.187500 Penalty: 3826.922363
	Iteration 3Q: 3 clusters Score -292910.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -292954.437500 Penalty: 3826.922363
	Iteration 4Q: 3 clusters Score -292954.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -292991.593750 Penalty: 3826.922363
	Iteration 5Q: 3 clusters Score -292991.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -293017.156250 Penalty: 3826.922363
	Iteration 6Q: 3 clusters Score -293017.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -293034.468750 Penalty: 3826.922363
	Iteration 7Q: 3 clusters Score -293034.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -293048.718750 Penalty: 3826.922363
	Iteration 8Q: 3 clusters Score -293048.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -293072.125000 Penalty: 3826.922363
	Iteration 9Q: 3 clusters Score -293072.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -293088.812500 Penalty: 3826.922363
	Iteration 10Q: 3 clusters Score -293088.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -293102.968750 Penalty: 3826.922363
	Iteration 11Q: 3 clusters Score -293103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -293110.625000 Penalty: 3826.922363
	Iteration 12Q: 3 clusters Score -293110.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -293118.375000 Penalty: 3826.922363
	Iteration 13Q: 3 clusters Score -293118.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -293123.718750 Penalty: 3826.922363
	Iteration 14Q: 3 clusters Score -293123.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -293131.687500 Penalty: 3826.922363
	Iteration 15Q: 3 clusters Score -293131.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -293138.125000 Penalty: 3826.922363
	Iteration 16Q: 3 clusters Score -293138.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -293144.906250 Penalty: 3826.922363
	Iteration 17Q: 3 clusters Score -293144.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -293151.625000 Penalty: 3826.922363
	Iteration 18Q: 3 clusters Score -293151.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -293155.031250 Penalty: 3826.922363
	Iteration 19Q: 3 clusters Score -293155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -293159.625000 Penalty: 3826.922363
	Iteration 20F: 3 clusters Score -293159.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -293165.812500 Penalty: 3826.922363
	Iteration 21Q: 3 clusters Score -293165.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -293170.875000 Penalty: 3826.922363
	Iteration 22Q: 3 clusters Score -293170.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -293174.250000 Penalty: 3826.922363
	Iteration 23Q: 3 clusters Score -293174.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -293175.625000 Penalty: 3826.922363
	Iteration 24Q: 3 clusters Score -293175.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -293176.250000 Penalty: 3826.922363
	Iteration 25Q: 3 clusters Score -293176.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -293176.968750 Penalty: 3826.922363
	Iteration 26Q: 3 clusters Score -293177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -293177.718750 Penalty: 3826.922363
	Iteration 27Q: 3 clusters Score -293177.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -293178.468750 Penalty: 3826.922363
	Iteration 28Q: 3 clusters Score -293178.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -293179.656250 Penalty: 3826.922363
	Iteration 29Q: 3 clusters Score -293179.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -293179.781250 Penalty: 3826.922363
	Iteration 30Q: 3 clusters Score -293179.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -293179.781250 Penalty: 3826.922363
	Iteration 31F: 3 clusters Score -293179.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -71190.773438 Penalty: 1574.152588
	Iteration 0F: 2 clusters Score -71190.77 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 275 members 
Entering Unmasked Estep 
Score: -69560.265625 Penalty: 3148.305176
	Iteration 0F: 3 clusters Score -69560.27 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -69875.906250 Penalty: 3148.305176
	Iteration 1F: 3 clusters Score -69875.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -70041.960938 Penalty: 3148.305176
	Iteration 2Q: 3 clusters Score -70041.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -70091.812500 Penalty: 3148.305176
	Iteration 3Q: 3 clusters Score -70091.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -70122.632812 Penalty: 3148.305176
	Iteration 4Q: 3 clusters Score -70122.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -70158.593750 Penalty: 3148.305176
	Iteration 5Q: 3 clusters Score -70158.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -70179.437500 Penalty: 3148.305176
	Iteration 6Q: 3 clusters Score -70179.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -70191.640625 Penalty: 3148.305176
	Iteration 7Q: 3 clusters Score -70191.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -70195.562500 Penalty: 3148.305176
	Iteration 8Q: 3 clusters Score -70195.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -70195.562500 Penalty: 3148.305176
	Iteration 9F: 3 clusters Score -70195.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60065 members 
Mstep: Class 3 contains 191232 members 
Mstep: Class 4 contains 54712 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 98108 members 
Mstep: Class 7 contains 8669 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 120434 members 
Mstep: Class 10 contains 178488 members 
Mstep: Class 11 contains 6517 members 
Mstep: Class 12 contains 10489 members 
Mstep: Class 13 contains 168804 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50971 members 
Mstep: Class 17 contains 75770 members 
Mstep: Class 18 contains 172444 members 
Mstep: Class 19 contains 174415 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2243 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410704.000000 Penalty: 84149.148438
Iteration 479Q: 25 clusters Score -1.804107e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 60055 members 
Mstep: Class 3 contains 191209 members 
Mstep: Class 4 contains 54737 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 98077 members 
Mstep: Class 7 contains 8667 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 120554 members 
Mstep: Class 10 contains 178462 members 
Mstep: Class 11 contains 6525 members 
Mstep: Class 12 contains 10478 members 
Mstep: Class 13 contains 168783 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50972 members 
Mstep: Class 17 contains 75760 members 
Mstep: Class 18 contains 172425 members 
Mstep: Class 19 contains 174413 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410304.000000 Penalty: 84149.148438
Iteration 480F: 25 clusters Score -1.804103e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 60048 members 
Mstep: Class 3 contains 191181 members 
Mstep: Class 4 contains 54754 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 98057 members 
Mstep: Class 7 contains 8663 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 120682 members 
Mstep: Class 10 contains 178471 members 
Mstep: Class 11 contains 6532 members 
Mstep: Class 12 contains 10470 members 
Mstep: Class 13 contains 168740 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50957 members 
Mstep: Class 17 contains 75735 members 
Mstep: Class 18 contains 172380 members 
Mstep: Class 19 contains 174447 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2245 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410336.000000 Penalty: 84149.148438
Iteration 481Q: 25 clusters Score -1.804103e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 60046 members 
Mstep: Class 3 contains 191161 members 
Mstep: Class 4 contains 54771 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 98037 members 
Mstep: Class 7 contains 8661 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 120827 members 
Mstep: Class 10 contains 178459 members 
Mstep: Class 11 contains 6538 members 
Mstep: Class 12 contains 10464 members 
Mstep: Class 13 contains 168733 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50950 members 
Mstep: Class 17 contains 75733 members 
Mstep: Class 18 contains 172347 members 
Mstep: Class 19 contains 174397 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2238 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410272.000000 Penalty: 84149.148438
Iteration 482Q: 25 clusters Score -1.804103e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 60030 members 
Mstep: Class 3 contains 191127 members 
Mstep: Class 4 contains 54792 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 98016 members 
Mstep: Class 7 contains 8657 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 120971 members 
Mstep: Class 10 contains 178453 members 
Mstep: Class 11 contains 6546 members 
Mstep: Class 12 contains 10452 members 
Mstep: Class 13 contains 168733 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50946 members 
Mstep: Class 17 contains 75732 members 
Mstep: Class 18 contains 172330 members 
Mstep: Class 19 contains 174346 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2232 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410000.000000 Penalty: 84149.148438
Iteration 483Q: 25 clusters Score -1.8041e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 60020 members 
Mstep: Class 3 contains 191121 members 
Mstep: Class 4 contains 54798 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 97993 members 
Mstep: Class 7 contains 8650 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 121111 members 
Mstep: Class 10 contains 178430 members 
Mstep: Class 11 contains 6549 members 
Mstep: Class 12 contains 10436 members 
Mstep: Class 13 contains 168751 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50931 members 
Mstep: Class 17 contains 75746 members 
Mstep: Class 18 contains 172327 members 
Mstep: Class 19 contains 174270 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2229 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409952.000000 Penalty: 84149.148438
Iteration 484Q: 25 clusters Score -1.8041e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 60003 members 
Mstep: Class 3 contains 191099 members 
Mstep: Class 4 contains 54787 members 
Mstep: Class 5 contains 711 members 
Mstep: Class 6 contains 97963 members 
Mstep: Class 7 contains 8644 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 121237 members 
Mstep: Class 10 contains 178420 members 
Mstep: Class 11 contains 6552 members 
Mstep: Class 12 contains 10424 members 
Mstep: Class 13 contains 168799 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50918 members 
Mstep: Class 17 contains 75742 members 
Mstep: Class 18 contains 172338 members 
Mstep: Class 19 contains 174211 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2224 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410160.000000 Penalty: 84149.148438
Iteration 485Q: 25 clusters Score -1.804102e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 59999 members 
Mstep: Class 3 contains 191096 members 
Mstep: Class 4 contains 54782 members 
Mstep: Class 5 contains 712 members 
Mstep: Class 6 contains 97926 members 
Mstep: Class 7 contains 8640 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 121359 members 
Mstep: Class 10 contains 178396 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 10415 members 
Mstep: Class 13 contains 168810 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50903 members 
Mstep: Class 17 contains 75738 members 
Mstep: Class 18 contains 172327 members 
Mstep: Class 19 contains 174190 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2222 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410336.000000 Penalty: 84149.148438
Iteration 486Q: 25 clusters Score -1.804103e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 59999 members 
Mstep: Class 3 contains 191109 members 
Mstep: Class 4 contains 54768 members 
Mstep: Class 5 contains 712 members 
Mstep: Class 6 contains 97878 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 121484 members 
Mstep: Class 10 contains 178392 members 
Mstep: Class 11 contains 6557 members 
Mstep: Class 12 contains 10407 members 
Mstep: Class 13 contains 168829 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50889 members 
Mstep: Class 17 contains 75725 members 
Mstep: Class 18 contains 172300 members 
Mstep: Class 19 contains 174169 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2219 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410528.000000 Penalty: 84149.148438
Iteration 487Q: 25 clusters Score -1.804105e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 59990 members 
Mstep: Class 3 contains 191148 members 
Mstep: Class 4 contains 54756 members 
Mstep: Class 5 contains 713 members 
Mstep: Class 6 contains 97835 members 
Mstep: Class 7 contains 8633 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 121610 members 
Mstep: Class 10 contains 178366 members 
Mstep: Class 11 contains 6562 members 
Mstep: Class 12 contains 10398 members 
Mstep: Class 13 contains 168805 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50874 members 
Mstep: Class 17 contains 75700 members 
Mstep: Class 18 contains 172297 members 
Mstep: Class 19 contains 174173 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2214 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410688.000000 Penalty: 84149.148438
Iteration 488Q: 25 clusters Score -1.804107e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 59976 members 
Mstep: Class 3 contains 191172 members 
Mstep: Class 4 contains 54752 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 97804 members 
Mstep: Class 7 contains 8629 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 121734 members 
Mstep: Class 10 contains 178329 members 
Mstep: Class 11 contains 6567 members 
Mstep: Class 12 contains 10387 members 
Mstep: Class 13 contains 168801 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50857 members 
Mstep: Class 17 contains 75681 members 
Mstep: Class 18 contains 172306 members 
Mstep: Class 19 contains 174149 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2215 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410896.000000 Penalty: 84149.148438
Iteration 489Q: 25 clusters Score -1.804109e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 59964 members 
Mstep: Class 3 contains 191206 members 
Mstep: Class 4 contains 54760 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 97767 members 
Mstep: Class 7 contains 8626 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 121877 members 
Mstep: Class 10 contains 178297 members 
Mstep: Class 11 contains 6573 members 
Mstep: Class 12 contains 10378 members 
Mstep: Class 13 contains 168789 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50846 members 
Mstep: Class 17 contains 75665 members 
Mstep: Class 18 contains 172304 members 
Mstep: Class 19 contains 174095 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2213 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410864.000000 Penalty: 84149.148438
Iteration 490Q: 25 clusters Score -1.804109e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 59948 members 
Mstep: Class 3 contains 191231 members 
Mstep: Class 4 contains 54761 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 97729 members 
Mstep: Class 7 contains 8625 members 
Mstep: Class 8 contains 325 members 
Mstep: Class 9 contains 121993 members 
Mstep: Class 10 contains 178252 members 
Mstep: Class 11 contains 6581 members 
Mstep: Class 12 contains 10371 members 
Mstep: Class 13 contains 168776 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50840 members 
Mstep: Class 17 contains 75656 members 
Mstep: Class 18 contains 172321 members 
Mstep: Class 19 contains 174066 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2214 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411088.000000 Penalty: 84149.148438
Iteration 491Q: 25 clusters Score -1.804111e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 59929 members 
Mstep: Class 3 contains 191235 members 
Mstep: Class 4 contains 54766 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 97705 members 
Mstep: Class 7 contains 8623 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 122132 members 
Mstep: Class 10 contains 178246 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 10368 members 
Mstep: Class 13 contains 168747 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50830 members 
Mstep: Class 17 contains 75653 members 
Mstep: Class 18 contains 172347 members 
Mstep: Class 19 contains 173979 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2214 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410992.000000 Penalty: 84149.148438
Iteration 492Q: 25 clusters Score -1.80411e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 59911 members 
Mstep: Class 3 contains 191231 members 
Mstep: Class 4 contains 54779 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 97678 members 
Mstep: Class 7 contains 8621 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 122254 members 
Mstep: Class 10 contains 178253 members 
Mstep: Class 11 contains 6604 members 
Mstep: Class 12 contains 10364 members 
Mstep: Class 13 contains 168744 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50820 members 
Mstep: Class 17 contains 75649 members 
Mstep: Class 18 contains 172377 members 
Mstep: Class 19 contains 173867 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2213 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410688.000000 Penalty: 84149.148438
Iteration 493Q: 25 clusters Score -1.804107e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 59895 members 
Mstep: Class 3 contains 191240 members 
Mstep: Class 4 contains 54786 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 97652 members 
Mstep: Class 7 contains 8620 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 122377 members 
Mstep: Class 10 contains 178245 members 
Mstep: Class 11 contains 6612 members 
Mstep: Class 12 contains 10366 members 
Mstep: Class 13 contains 168751 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50822 members 
Mstep: Class 17 contains 75639 members 
Mstep: Class 18 contains 172376 members 
Mstep: Class 19 contains 173773 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2211 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410592.000000 Penalty: 84149.148438
Iteration 494Q: 25 clusters Score -1.804106e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 59880 members 
Mstep: Class 3 contains 191237 members 
Mstep: Class 4 contains 54790 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 97622 members 
Mstep: Class 7 contains 8618 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 122499 members 
Mstep: Class 10 contains 178252 members 
Mstep: Class 11 contains 6618 members 
Mstep: Class 12 contains 10362 members 
Mstep: Class 13 contains 168725 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50819 members 
Mstep: Class 17 contains 75644 members 
Mstep: Class 18 contains 172389 members 
Mstep: Class 19 contains 173700 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2211 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410624.000000 Penalty: 84149.148438
Iteration 495Q: 25 clusters Score -1.804106e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 59864 members 
Mstep: Class 3 contains 191238 members 
Mstep: Class 4 contains 54781 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 97586 members 
Mstep: Class 7 contains 8617 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 122638 members 
Mstep: Class 10 contains 178280 members 
Mstep: Class 11 contains 6624 members 
Mstep: Class 12 contains 10351 members 
Mstep: Class 13 contains 168690 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50811 members 
Mstep: Class 17 contains 75642 members 
Mstep: Class 18 contains 172392 members 
Mstep: Class 19 contains 173644 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2208 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410432.000000 Penalty: 84149.148438
Iteration 496Q: 25 clusters Score -1.804104e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 59851 members 
Mstep: Class 3 contains 191224 members 
Mstep: Class 4 contains 54771 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 97563 members 
Mstep: Class 7 contains 8616 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 122768 members 
Mstep: Class 10 contains 178327 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 10341 members 
Mstep: Class 13 contains 168633 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50810 members 
Mstep: Class 17 contains 75654 members 
Mstep: Class 18 contains 172371 members 
Mstep: Class 19 contains 173607 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2203 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410224.000000 Penalty: 84149.148438
Iteration 497Q: 25 clusters Score -1.804102e+08 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 59839 members 
Mstep: Class 3 contains 191190 members 
Mstep: Class 4 contains 54779 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 97545 members 
Mstep: Class 7 contains 8616 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 122898 members 
Mstep: Class 10 contains 178355 members 
Mstep: Class 11 contains 6639 members 
Mstep: Class 12 contains 10337 members 
Mstep: Class 13 contains 168571 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50802 members 
Mstep: Class 17 contains 75642 members 
Mstep: Class 18 contains 172395 members 
Mstep: Class 19 contains 173563 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2195 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410464.000000 Penalty: 84149.148438
Iteration 498Q: 25 clusters Score -1.804105e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 59824 members 
Mstep: Class 3 contains 191149 members 
Mstep: Class 4 contains 54782 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 97522 members 
Mstep: Class 7 contains 8614 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 123019 members 
Mstep: Class 10 contains 178384 members 
Mstep: Class 11 contains 6650 members 
Mstep: Class 12 contains 10342 members 
Mstep: Class 13 contains 168506 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50800 members 
Mstep: Class 17 contains 75646 members 
Mstep: Class 18 contains 172407 members 
Mstep: Class 19 contains 173533 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2188 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410448.000000 Penalty: 84149.148438
Iteration 499Q: 25 clusters Score -1.804104e+08 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 59798 members 
Mstep: Class 3 contains 191087 members 
Mstep: Class 4 contains 54794 members 
Mstep: Class 5 contains 714 members 
Mstep: Class 6 contains 97501 members 
Mstep: Class 7 contains 8612 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 9 contains 123154 members 
Mstep: Class 10 contains 178428 members 
Mstep: Class 11 contains 6655 members 
Mstep: Class 12 contains 10338 members 
Mstep: Class 13 contains 168451 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 173 members 
Mstep: Class 16 contains 50785 members 
Mstep: Class 17 contains 75661 members 
Mstep: Class 18 contains 172426 members 
Mstep: Class 19 contains 173502 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 385 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 2174 members 
Mstep: Class 24 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410624.000000 Penalty: 84149.148438
Iteration 500F: 25 clusters Score -1.804106e+08 nChanged 1056
Maximum iterations exceeded
--- Evaluating fit on full set of 4141529 points ---
Entering Unmasked Estep 
Score: -532219392.000000 Penalty: 90688.093750
21->25 Clusters: Score -532219392.000000, best is -532259360.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1380509 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65700 members 
Mstep: Class 2 contains 65988 members 
Mstep: Class 3 contains 66217 members 
Mstep: Class 4 contains 65519 members 
Mstep: Class 5 contains 65440 members 
Mstep: Class 6 contains 65914 members 
Mstep: Class 7 contains 66058 members 
Mstep: Class 8 contains 65433 members 
Mstep: Class 9 contains 65637 members 
Mstep: Class 10 contains 65754 members 
Mstep: Class 11 contains 65835 members 
Mstep: Class 12 contains 65608 members 
Mstep: Class 13 contains 65822 members 
Mstep: Class 14 contains 65874 members 
Mstep: Class 15 contains 65908 members 
Mstep: Class 16 contains 65850 members 
Mstep: Class 17 contains 65599 members 
Mstep: Class 18 contains 65297 members 
Mstep: Class 19 contains 65426 members 
Mstep: Class 20 contains 65731 members 
Mstep: Class 21 contains 65899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 491.121582 but Gain 3506.210938
Score: -174615152.000000 Penalty: 70124.296875
Iteration 0F: 21 clusters Score -1.746152e+08 nChanged 1311829
Entering Unmasked Mstep 
Mstep: Class 0 contains 2758 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 3 contains 24132 members 
Mstep: Class 4 contains 161044 members 
Mstep: Class 5 contains 27294 members 
Mstep: Class 6 contains 13062 members 
Mstep: Class 7 contains 34373 members 
Mstep: Class 8 contains 31502 members 
Mstep: Class 9 contains 114648 members 
Mstep: Class 10 contains 81708 members 
Mstep: Class 11 contains 21091 members 
Mstep: Class 12 contains 79798 members 
Mstep: Class 13 contains 38892 members 
Mstep: Class 14 contains 430972 members 
Mstep: Class 15 contains 48344 members 
Mstep: Class 16 contains 20775 members 
Mstep: Class 17 contains 73278 members 
Mstep: Class 18 contains 29161 members 
Mstep: Class 19 contains 64261 members 
Mstep: Class 20 contains 52572 members 
Mstep: Class 21 contains 11756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178371616.000000 Penalty: 70124.296875
Iteration 1F: 21 clusters Score -1.783716e+08 nChanged 453544
Entering Unmasked Mstep 
Mstep: Class 0 contains 2639 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 3 contains 17186 members 
Mstep: Class 4 contains 154863 members 
Mstep: Class 5 contains 16419 members 
Mstep: Class 6 contains 6488 members 
Mstep: Class 7 contains 37624 members 
Mstep: Class 8 contains 22944 members 
Mstep: Class 9 contains 107032 members 
Mstep: Class 10 contains 79827 members 
Mstep: Class 11 contains 14899 members 
Mstep: Class 12 contains 77989 members 
Mstep: Class 13 contains 35158 members 
Mstep: Class 14 contains 543615 members 
Mstep: Class 15 contains 47629 members 
Mstep: Class 16 contains 10636 members 
Mstep: Class 17 contains 55824 members 
Mstep: Class 18 contains 27341 members 
Mstep: Class 19 contains 60407 members 
Mstep: Class 20 contains 40705 members 
Mstep: Class 21 contains 9462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2940.965332 but Gain 3506.218750
Score: -178371920.000000 Penalty: 66618.078125
Iteration 2F: 20 clusters Score -1.783719e+08 nChanged 382649
Entering Unmasked Mstep 
Mstep: Class 0 contains 2415 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 3 contains 14111 members 
Mstep: Class 4 contains 208098 members 
Mstep: Class 5 contains 11043 members 
Mstep: Class 7 contains 49015 members 
Mstep: Class 8 contains 21356 members 
Mstep: Class 9 contains 127772 members 
Mstep: Class 10 contains 87864 members 
Mstep: Class 11 contains 16316 members 
Mstep: Class 12 contains 93410 members 
Mstep: Class 13 contains 40096 members 
Mstep: Class 14 contains 426205 members 
Mstep: Class 15 contains 57930 members 
Mstep: Class 16 contains 6525 members 
Mstep: Class 17 contains 54760 members 
Mstep: Class 18 contains 29760 members 
Mstep: Class 19 contains 72636 members 
Mstep: Class 20 contains 43678 members 
Mstep: Class 21 contains 7239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2774.782715 but Gain 3506.214844
Score: -179148064.000000 Penalty: 63111.863281
Iteration 3F: 19 clusters Score -1.791481e+08 nChanged 256406
Entering Unmasked Mstep 
Mstep: Class 0 contains 1692 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 3 contains 9152 members 
Mstep: Class 4 contains 252108 members 
Mstep: Class 5 contains 6092 members 
Mstep: Class 7 contains 48968 members 
Mstep: Class 8 contains 17355 members 
Mstep: Class 9 contains 131169 members 
Mstep: Class 10 contains 93293 members 
Mstep: Class 11 contains 16051 members 
Mstep: Class 12 contains 99640 members 
Mstep: Class 13 contains 37809 members 
Mstep: Class 14 contains 415669 members 
Mstep: Class 15 contains 56719 members 
Mstep: Class 17 contains 51579 members 
Mstep: Class 18 contains 24724 members 
Mstep: Class 19 contains 68823 members 
Mstep: Class 20 contains 36787 members 
Mstep: Class 21 contains 5177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3155.705811 but Gain 3506.214844
Score: -179384272.000000 Penalty: 59605.648438
Iteration 4F: 18 clusters Score -1.793843e+08 nChanged 210575
Entering Unmasked Mstep 
Mstep: Class 0 contains 1290 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 3 contains 5955 members 
Mstep: Class 4 contains 301320 members 
Mstep: Class 7 contains 49660 members 
Mstep: Class 8 contains 14126 members 
Mstep: Class 9 contains 138384 members 
Mstep: Class 10 contains 97366 members 
Mstep: Class 11 contains 15825 members 
Mstep: Class 12 contains 109046 members 
Mstep: Class 13 contains 37748 members 
Mstep: Class 14 contains 380090 members 
Mstep: Class 15 contains 55511 members 
Mstep: Class 17 contains 49336 members 
Mstep: Class 18 contains 19767 members 
Mstep: Class 19 contains 65039 members 
Mstep: Class 20 contains 31196 members 
Mstep: Class 21 contains 3473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179556800.000000 Penalty: 59605.648438
Iteration 5F: 18 clusters Score -1.795568e+08 nChanged 193337
Entering Unmasked Mstep 
Mstep: Class 0 contains 1043 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 3 contains 4126 members 
Mstep: Class 4 contains 334743 members 
Mstep: Class 7 contains 50736 members 
Mstep: Class 8 contains 11209 members 
Mstep: Class 9 contains 150939 members 
Mstep: Class 10 contains 100784 members 
Mstep: Class 11 contains 15233 members 
Mstep: Class 12 contains 122880 members 
Mstep: Class 13 contains 40589 members 
Mstep: Class 14 contains 333768 members 
Mstep: Class 15 contains 53970 members 
Mstep: Class 17 contains 49784 members 
Mstep: Class 18 contains 15081 members 
Mstep: Class 19 contains 62850 members 
Mstep: Class 20 contains 26501 members 
Mstep: Class 21 contains 2589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179677056.000000 Penalty: 59605.648438
Iteration 6F: 18 clusters Score -1.796771e+08 nChanged 185830
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 3 contains 3014 members 
Mstep: Class 4 contains 352110 members 
Mstep: Class 7 contains 52706 members 
Mstep: Class 8 contains 8582 members 
Mstep: Class 9 contains 174073 members 
Mstep: Class 10 contains 107808 members 
Mstep: Class 11 contains 14317 members 
Mstep: Class 12 contains 142890 members 
Mstep: Class 13 contains 45677 members 
Mstep: Class 14 contains 270308 members 
Mstep: Class 15 contains 52553 members 
Mstep: Class 17 contains 52129 members 
Mstep: Class 18 contains 11002 members 
Mstep: Class 19 contains 64368 members 
Mstep: Class 20 contains 22953 members 
Mstep: Class 21 contains 3079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3271.243408 but Gain 3506.214844
Score: -179823104.000000 Penalty: 56099.433594
Iteration 7F: 17 clusters Score -1.798231e+08 nChanged 176818
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 3 contains 2555 members 
Mstep: Class 4 contains 350446 members 
Mstep: Class 7 contains 54483 members 
Mstep: Class 8 contains 6742 members 
Mstep: Class 9 contains 207286 members 
Mstep: Class 10 contains 117571 members 
Mstep: Class 11 contains 14024 members 
Mstep: Class 12 contains 165479 members 
Mstep: Class 13 contains 50656 members 
Mstep: Class 14 contains 204007 members 
Mstep: Class 15 contains 51468 members 
Mstep: Class 17 contains 56227 members 
Mstep: Class 18 contains 7749 members 
Mstep: Class 19 contains 68727 members 
Mstep: Class 20 contains 19837 members 
Mstep: Class 21 contains 3105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179978016.000000 Penalty: 56099.433594
Iteration 8F: 17 clusters Score -1.79978e+08 nChanged 149319
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 328301 members 
Mstep: Class 7 contains 55225 members 
Mstep: Class 8 contains 5197 members 
Mstep: Class 9 contains 224934 members 
Mstep: Class 10 contains 127672 members 
Mstep: Class 11 contains 13225 members 
Mstep: Class 12 contains 191472 members 
Mstep: Class 13 contains 54992 members 
Mstep: Class 14 contains 171033 members 
Mstep: Class 15 contains 50500 members 
Mstep: Class 17 contains 58558 members 
Mstep: Class 18 contains 5295 members 
Mstep: Class 19 contains 72341 members 
Mstep: Class 20 contains 16271 members 
Mstep: Class 21 contains 3081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180046560.000000 Penalty: 56099.433594
Iteration 9F: 17 clusters Score -1.800466e+08 nChanged 129561
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 301269 members 
Mstep: Class 7 contains 57208 members 
Mstep: Class 8 contains 3989 members 
Mstep: Class 9 contains 226904 members 
Mstep: Class 10 contains 140418 members 
Mstep: Class 11 contains 12512 members 
Mstep: Class 12 contains 213268 members 
Mstep: Class 13 contains 59074 members 
Mstep: Class 14 contains 155121 members 
Mstep: Class 15 contains 50932 members 
Mstep: Class 17 contains 60233 members 
Mstep: Class 18 contains 3673 members 
Mstep: Class 19 contains 77089 members 
Mstep: Class 20 contains 13457 members 
Mstep: Class 21 contains 3070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3126.910156 but Gain 3506.214844
Score: -180076672.000000 Penalty: 52593.218750
Iteration 10F: 16 clusters Score -1.800767e+08 nChanged 108562
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 2088 members 
Mstep: Class 4 contains 280044 members 
Mstep: Class 7 contains 61911 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 221556 members 
Mstep: Class 10 contains 154627 members 
Mstep: Class 11 contains 11871 members 
Mstep: Class 12 contains 217456 members 
Mstep: Class 13 contains 64123 members 
Mstep: Class 14 contains 151843 members 
Mstep: Class 15 contains 52536 members 
Mstep: Class 17 contains 61627 members 
Mstep: Class 19 contains 83026 members 
Mstep: Class 20 contains 11368 members 
Mstep: Class 21 contains 3069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180126816.000000 Penalty: 52593.218750
Iteration 11F: 16 clusters Score -1.801268e+08 nChanged 86437
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 2021 members 
Mstep: Class 4 contains 268437 members 
Mstep: Class 7 contains 67171 members 
Mstep: Class 8 contains 2798 members 
Mstep: Class 9 contains 210261 members 
Mstep: Class 10 contains 170772 members 
Mstep: Class 11 contains 11302 members 
Mstep: Class 12 contains 209106 members 
Mstep: Class 13 contains 68279 members 
Mstep: Class 14 contains 152287 members 
Mstep: Class 15 contains 54818 members 
Mstep: Class 17 contains 62331 members 
Mstep: Class 19 contains 88072 members 
Mstep: Class 20 contains 9658 members 
Mstep: Class 21 contains 3068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180157760.000000 Penalty: 52593.218750
Iteration 12F: 16 clusters Score -1.801578e+08 nChanged 76486
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1992 members 
Mstep: Class 4 contains 255920 members 
Mstep: Class 7 contains 72950 members 
Mstep: Class 8 contains 2517 members 
Mstep: Class 9 contains 196860 members 
Mstep: Class 10 contains 191781 members 
Mstep: Class 11 contains 10734 members 
Mstep: Class 12 contains 197662 members 
Mstep: Class 13 contains 71886 members 
Mstep: Class 14 contains 151716 members 
Mstep: Class 15 contains 57547 members 
Mstep: Class 17 contains 63548 members 
Mstep: Class 19 contains 93912 members 
Mstep: Class 20 contains 8289 members 
Mstep: Class 21 contains 3067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180190496.000000 Penalty: 52593.218750
Iteration 13F: 16 clusters Score -1.801905e+08 nChanged 70699
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1964 members 
Mstep: Class 4 contains 244010 members 
Mstep: Class 7 contains 78649 members 
Mstep: Class 8 contains 2350 members 
Mstep: Class 9 contains 184170 members 
Mstep: Class 10 contains 211573 members 
Mstep: Class 11 contains 10181 members 
Mstep: Class 12 contains 187792 members 
Mstep: Class 13 contains 75563 members 
Mstep: Class 14 contains 149279 members 
Mstep: Class 15 contains 60210 members 
Mstep: Class 17 contains 64856 members 
Mstep: Class 19 contains 99505 members 
Mstep: Class 20 contains 7211 members 
Mstep: Class 21 contains 3068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180216896.000000 Penalty: 52593.218750
Iteration 14F: 16 clusters Score -1.802169e+08 nChanged 63077
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 234872 members 
Mstep: Class 7 contains 84764 members 
Mstep: Class 8 contains 2298 members 
Mstep: Class 9 contains 174201 members 
Mstep: Class 10 contains 220495 members 
Mstep: Class 11 contains 9589 members 
Mstep: Class 12 contains 182323 members 
Mstep: Class 13 contains 79479 members 
Mstep: Class 14 contains 147345 members 
Mstep: Class 15 contains 62875 members 
Mstep: Class 17 contains 66274 members 
Mstep: Class 19 contains 104521 members 
Mstep: Class 20 contains 6377 members 
Mstep: Class 21 contains 3067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180236496.000000 Penalty: 52593.218750
Iteration 15Q: 16 clusters Score -1.802365e+08 nChanged 55568
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1831 members 
Mstep: Class 4 contains 228361 members 
Mstep: Class 7 contains 91631 members 
Mstep: Class 8 contains 2336 members 
Mstep: Class 9 contains 168399 members 
Mstep: Class 10 contains 217886 members 
Mstep: Class 11 contains 9037 members 
Mstep: Class 12 contains 179611 members 
Mstep: Class 13 contains 83408 members 
Mstep: Class 14 contains 147124 members 
Mstep: Class 15 contains 65852 members 
Mstep: Class 17 contains 67633 members 
Mstep: Class 19 contains 108501 members 
Mstep: Class 20 contains 5707 members 
Mstep: Class 21 contains 3064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180252608.000000 Penalty: 52593.218750
Iteration 16Q: 16 clusters Score -1.802526e+08 nChanged 47779
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1737 members 
Mstep: Class 4 contains 222997 members 
Mstep: Class 7 contains 99050 members 
Mstep: Class 8 contains 2420 members 
Mstep: Class 9 contains 165325 members 
Mstep: Class 10 contains 208911 members 
Mstep: Class 11 contains 8548 members 
Mstep: Class 12 contains 177565 members 
Mstep: Class 13 contains 86941 members 
Mstep: Class 14 contains 148377 members 
Mstep: Class 15 contains 69024 members 
Mstep: Class 17 contains 69024 members 
Mstep: Class 19 contains 112207 members 
Mstep: Class 20 contains 5193 members 
Mstep: Class 21 contains 3062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180268064.000000 Penalty: 52593.218750
Iteration 17Q: 16 clusters Score -1.802681e+08 nChanged 41915
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1650 members 
Mstep: Class 4 contains 217859 members 
Mstep: Class 7 contains 106898 members 
Mstep: Class 8 contains 2506 members 
Mstep: Class 9 contains 163415 members 
Mstep: Class 10 contains 198049 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 175417 members 
Mstep: Class 13 contains 89946 members 
Mstep: Class 14 contains 149746 members 
Mstep: Class 15 contains 72627 members 
Mstep: Class 17 contains 70278 members 
Mstep: Class 19 contains 115991 members 
Mstep: Class 20 contains 4805 members 
Mstep: Class 21 contains 3061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180283936.000000 Penalty: 52593.218750
Iteration 18Q: 16 clusters Score -1.802839e+08 nChanged 37577
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1589 members 
Mstep: Class 4 contains 212905 members 
Mstep: Class 7 contains 115096 members 
Mstep: Class 8 contains 2577 members 
Mstep: Class 9 contains 161947 members 
Mstep: Class 10 contains 187630 members 
Mstep: Class 11 contains 7809 members 
Mstep: Class 12 contains 173175 members 
Mstep: Class 13 contains 92261 members 
Mstep: Class 14 contains 150653 members 
Mstep: Class 15 contains 76116 members 
Mstep: Class 17 contains 71403 members 
Mstep: Class 19 contains 119650 members 
Mstep: Class 20 contains 4511 members 
Mstep: Class 21 contains 3059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180297024.000000 Penalty: 52593.218750
Iteration 19Q: 16 clusters Score -1.80297e+08 nChanged 34538
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1555 members 
Mstep: Class 4 contains 208210 members 
Mstep: Class 7 contains 123401 members 
Mstep: Class 8 contains 2633 members 
Mstep: Class 9 contains 160540 members 
Mstep: Class 10 contains 178509 members 
Mstep: Class 11 contains 7539 members 
Mstep: Class 12 contains 170762 members 
Mstep: Class 13 contains 94114 members 
Mstep: Class 14 contains 150994 members 
Mstep: Class 15 contains 79303 members 
Mstep: Class 17 contains 72360 members 
Mstep: Class 19 contains 123124 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 21 contains 3056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180309840.000000 Penalty: 52593.218750
Iteration 20F: 16 clusters Score -1.803098e+08 nChanged 31597
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 203863 members 
Mstep: Class 7 contains 131652 members 
Mstep: Class 8 contains 2697 members 
Mstep: Class 9 contains 159044 members 
Mstep: Class 10 contains 170771 members 
Mstep: Class 11 contains 7304 members 
Mstep: Class 12 contains 168745 members 
Mstep: Class 13 contains 95368 members 
Mstep: Class 14 contains 150581 members 
Mstep: Class 15 contains 82102 members 
Mstep: Class 17 contains 73265 members 
Mstep: Class 19 contains 126355 members 
Mstep: Class 20 contains 4087 members 
Mstep: Class 21 contains 3053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180322560.000000 Penalty: 52593.218750
Iteration 21Q: 16 clusters Score -1.803226e+08 nChanged 28402
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1472 members 
Mstep: Class 4 contains 199905 members 
Mstep: Class 7 contains 139229 members 
Mstep: Class 8 contains 2750 members 
Mstep: Class 9 contains 157432 members 
Mstep: Class 10 contains 165049 members 
Mstep: Class 11 contains 7104 members 
Mstep: Class 12 contains 167187 members 
Mstep: Class 13 contains 96164 members 
Mstep: Class 14 contains 149467 members 
Mstep: Class 15 contains 84267 members 
Mstep: Class 17 contains 74070 members 
Mstep: Class 19 contains 129283 members 
Mstep: Class 20 contains 3951 members 
Mstep: Class 21 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180333328.000000 Penalty: 52593.218750
Iteration 22Q: 16 clusters Score -1.803333e+08 nChanged 25810
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1453 members 
Mstep: Class 4 contains 196274 members 
Mstep: Class 7 contains 146005 members 
Mstep: Class 8 contains 2786 members 
Mstep: Class 9 contains 155931 members 
Mstep: Class 10 contains 161325 members 
Mstep: Class 11 contains 6949 members 
Mstep: Class 12 contains 166038 members 
Mstep: Class 13 contains 96657 members 
Mstep: Class 14 contains 147750 members 
Mstep: Class 15 contains 85686 members 
Mstep: Class 17 contains 74893 members 
Mstep: Class 19 contains 131772 members 
Mstep: Class 20 contains 3812 members 
Mstep: Class 21 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180341776.000000 Penalty: 52593.218750
Iteration 23Q: 16 clusters Score -1.803418e+08 nChanged 24591
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1448 members 
Mstep: Class 4 contains 192888 members 
Mstep: Class 7 contains 152947 members 
Mstep: Class 8 contains 2797 members 
Mstep: Class 9 contains 154386 members 
Mstep: Class 10 contains 158430 members 
Mstep: Class 11 contains 6817 members 
Mstep: Class 12 contains 164979 members 
Mstep: Class 13 contains 96894 members 
Mstep: Class 14 contains 145747 members 
Mstep: Class 15 contains 86642 members 
Mstep: Class 17 contains 75747 members 
Mstep: Class 19 contains 133911 members 
Mstep: Class 20 contains 3700 members 
Mstep: Class 21 contains 3048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180349008.000000 Penalty: 52593.218750
Iteration 24Q: 16 clusters Score -1.80349e+08 nChanged 25181
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1454 members 
Mstep: Class 4 contains 189698 members 
Mstep: Class 7 contains 161143 members 
Mstep: Class 8 contains 2806 members 
Mstep: Class 9 contains 152393 members 
Mstep: Class 10 contains 156040 members 
Mstep: Class 11 contains 6714 members 
Mstep: Class 12 contains 163987 members 
Mstep: Class 13 contains 97003 members 
Mstep: Class 14 contains 143256 members 
Mstep: Class 15 contains 87195 members 
Mstep: Class 17 contains 76541 members 
Mstep: Class 19 contains 135478 members 
Mstep: Class 20 contains 3626 members 
Mstep: Class 21 contains 3047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180355040.000000 Penalty: 52593.218750
Iteration 25Q: 16 clusters Score -1.80355e+08 nChanged 28861
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1449 members 
Mstep: Class 4 contains 186827 members 
Mstep: Class 7 contains 171875 members 
Mstep: Class 8 contains 2812 members 
Mstep: Class 9 contains 149819 members 
Mstep: Class 10 contains 153394 members 
Mstep: Class 11 contains 6628 members 
Mstep: Class 12 contains 162749 members 
Mstep: Class 13 contains 96913 members 
Mstep: Class 14 contains 140458 members 
Mstep: Class 15 contains 87456 members 
Mstep: Class 17 contains 77247 members 
Mstep: Class 19 contains 136192 members 
Mstep: Class 20 contains 3516 members 
Mstep: Class 21 contains 3046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359072.000000 Penalty: 52593.218750
Iteration 26Q: 16 clusters Score -1.803591e+08 nChanged 36520
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1455 members 
Mstep: Class 4 contains 184319 members 
Mstep: Class 7 contains 184370 members 
Mstep: Class 8 contains 2818 members 
Mstep: Class 9 contains 146405 members 
Mstep: Class 10 contains 150683 members 
Mstep: Class 11 contains 6554 members 
Mstep: Class 12 contains 161402 members 
Mstep: Class 13 contains 96811 members 
Mstep: Class 14 contains 137448 members 
Mstep: Class 15 contains 87590 members 
Mstep: Class 17 contains 77929 members 
Mstep: Class 19 contains 136141 members 
Mstep: Class 20 contains 3410 members 
Mstep: Class 21 contains 3046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180357600.000000 Penalty: 52593.218750
Iteration 27Q: 16 clusters Score -1.803576e+08 nChanged 41620
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 182400 members 
Mstep: Class 7 contains 193888 members 
Mstep: Class 8 contains 2826 members 
Mstep: Class 9 contains 143545 members 
Mstep: Class 10 contains 148646 members 
Mstep: Class 11 contains 6493 members 
Mstep: Class 12 contains 160598 members 
Mstep: Class 13 contains 97100 members 
Mstep: Class 14 contains 134678 members 
Mstep: Class 15 contains 87737 members 
Mstep: Class 17 contains 78557 members 
Mstep: Class 19 contains 136093 members 
Mstep: Class 20 contains 3312 members 
Mstep: Class 21 contains 3044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351264.000000 Penalty: 52593.218750
Iteration 28Q: 16 clusters Score -1.803513e+08 nChanged 38819
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 181362 members 
Mstep: Class 7 contains 195477 members 
Mstep: Class 8 contains 2834 members 
Mstep: Class 9 contains 142697 members 
Mstep: Class 10 contains 148082 members 
Mstep: Class 11 contains 6436 members 
Mstep: Class 12 contains 161502 members 
Mstep: Class 13 contains 97763 members 
Mstep: Class 14 contains 132605 members 
Mstep: Class 15 contains 87865 members 
Mstep: Class 17 contains 79119 members 
Mstep: Class 19 contains 136893 members 
Mstep: Class 20 contains 3233 members 
Mstep: Class 21 contains 3044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180349008.000000 Penalty: 52593.218750
Iteration 29Q: 16 clusters Score -1.80349e+08 nChanged 32290
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1472 members 
Mstep: Class 4 contains 180875 members 
Mstep: Class 7 contains 191530 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 143445 members 
Mstep: Class 10 contains 148826 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 163254 members 
Mstep: Class 13 contains 98367 members 
Mstep: Class 14 contains 131192 members 
Mstep: Class 15 contains 88010 members 
Mstep: Class 17 contains 79594 members 
Mstep: Class 19 contains 138371 members 
Mstep: Class 20 contains 3181 members 
Mstep: Class 21 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351024.000000 Penalty: 52593.218750
Iteration 30Q: 16 clusters Score -1.80351e+08 nChanged 26512
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1489 members 
Mstep: Class 4 contains 180531 members 
Mstep: Class 7 contains 186120 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 144746 members 
Mstep: Class 10 contains 149939 members 
Mstep: Class 11 contains 6363 members 
Mstep: Class 12 contains 164783 members 
Mstep: Class 13 contains 98813 members 
Mstep: Class 14 contains 130198 members 
Mstep: Class 15 contains 88224 members 
Mstep: Class 17 contains 80032 members 
Mstep: Class 19 contains 140121 members 
Mstep: Class 20 contains 3146 members 
Mstep: Class 21 contains 3044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180355040.000000 Penalty: 52593.218750
Iteration 31Q: 16 clusters Score -1.80355e+08 nChanged 23185
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1492 members 
Mstep: Class 4 contains 180179 members 
Mstep: Class 7 contains 181016 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 146305 members 
Mstep: Class 10 contains 151127 members 
Mstep: Class 11 contains 6347 members 
Mstep: Class 12 contains 165703 members 
Mstep: Class 13 contains 99125 members 
Mstep: Class 14 contains 129217 members 
Mstep: Class 15 contains 88450 members 
Mstep: Class 17 contains 80476 members 
Mstep: Class 19 contains 141967 members 
Mstep: Class 20 contains 3102 members 
Mstep: Class 21 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180358064.000000 Penalty: 52593.218750
Iteration 32Q: 16 clusters Score -1.803581e+08 nChanged 20693
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1499 members 
Mstep: Class 4 contains 179838 members 
Mstep: Class 7 contains 176955 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 147676 members 
Mstep: Class 10 contains 152265 members 
Mstep: Class 11 contains 6338 members 
Mstep: Class 12 contains 165985 members 
Mstep: Class 13 contains 99194 members 
Mstep: Class 14 contains 128187 members 
Mstep: Class 15 contains 88658 members 
Mstep: Class 17 contains 80902 members 
Mstep: Class 19 contains 143940 members 
Mstep: Class 20 contains 3067 members 
Mstep: Class 21 contains 3045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180360976.000000 Penalty: 52593.218750
Iteration 33Q: 16 clusters Score -1.80361e+08 nChanged 18684
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1497 members 
Mstep: Class 4 contains 179479 members 
Mstep: Class 7 contains 173935 members 
Mstep: Class 8 contains 2835 members 
Mstep: Class 9 contains 148753 members 
Mstep: Class 10 contains 153184 members 
Mstep: Class 11 contains 6341 members 
Mstep: Class 12 contains 165804 members 
Mstep: Class 13 contains 99188 members 
Mstep: Class 14 contains 127003 members 
Mstep: Class 15 contains 88858 members 
Mstep: Class 17 contains 81323 members 
Mstep: Class 19 contains 146097 members 
Mstep: Class 20 contains 3039 members 
Mstep: Class 21 contains 3045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180363424.000000 Penalty: 52593.218750
Iteration 34Q: 16 clusters Score -1.803634e+08 nChanged 17449
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 179106 members 
Mstep: Class 7 contains 171611 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 149629 members 
Mstep: Class 10 contains 153945 members 
Mstep: Class 11 contains 6343 members 
Mstep: Class 12 contains 165318 members 
Mstep: Class 13 contains 99102 members 
Mstep: Class 14 contains 125680 members 
Mstep: Class 15 contains 89119 members 
Mstep: Class 17 contains 81717 members 
Mstep: Class 19 contains 148413 members 
Mstep: Class 20 contains 3022 members 
Mstep: Class 21 contains 3045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180366880.000000 Penalty: 52593.218750
Iteration 35Q: 16 clusters Score -1.803669e+08 nChanged 16687
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 178719 members 
Mstep: Class 7 contains 169817 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 150425 members 
Mstep: Class 10 contains 154533 members 
Mstep: Class 11 contains 6349 members 
Mstep: Class 12 contains 164760 members 
Mstep: Class 13 contains 98946 members 
Mstep: Class 14 contains 124094 members 
Mstep: Class 15 contains 89358 members 
Mstep: Class 17 contains 82099 members 
Mstep: Class 19 contains 150876 members 
Mstep: Class 20 contains 3028 members 
Mstep: Class 21 contains 3045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180372096.000000 Penalty: 52593.218750
Iteration 36Q: 16 clusters Score -1.803721e+08 nChanged 16292
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 178368 members 
Mstep: Class 7 contains 168615 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 150890 members 
Mstep: Class 10 contains 154932 members 
Mstep: Class 11 contains 6364 members 
Mstep: Class 12 contains 164174 members 
Mstep: Class 13 contains 98831 members 
Mstep: Class 14 contains 122330 members 
Mstep: Class 15 contains 89666 members 
Mstep: Class 17 contains 82449 members 
Mstep: Class 19 contains 153389 members 
Mstep: Class 20 contains 2996 members 
Mstep: Class 21 contains 3045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180376048.000000 Penalty: 52593.218750
Iteration 37Q: 16 clusters Score -1.80376e+08 nChanged 16271
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 177830 members 
Mstep: Class 7 contains 167692 members 
Mstep: Class 8 contains 2841 members 
Mstep: Class 9 contains 151200 members 
Mstep: Class 10 contains 155288 members 
Mstep: Class 11 contains 6376 members 
Mstep: Class 12 contains 163650 members 
Mstep: Class 13 contains 98693 members 
Mstep: Class 14 contains 120475 members 
Mstep: Class 15 contains 89984 members 
Mstep: Class 17 contains 82832 members 
Mstep: Class 19 contains 156034 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 21 contains 3045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180378592.000000 Penalty: 52593.218750
Iteration 38Q: 16 clusters Score -1.803786e+08 nChanged 16275
Entering ConstructFrom: 
Score: -180378592.000000 Penalty: 52593.218750
Entering ConstructFrom: 
Trying to split cluster 3 (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: -182171.859375 Penalty: 1811.353027
	Iteration 0F: 2 clusters Score -182171.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -180030.718750 Penalty: 3622.706055
	Iteration 0F: 3 clusters Score -180030.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -180695.765625 Penalty: 3622.706055
	Iteration 1F: 3 clusters Score -180695.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -181097.906250 Penalty: 3622.706055
	Iteration 2F: 3 clusters Score -181097.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -181382.125000 Penalty: 3622.706055
	Iteration 3F: 3 clusters Score -181382.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -181513.468750 Penalty: 3622.706055
	Iteration 4F: 3 clusters Score -181513.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -181598.375000 Penalty: 3622.706055
	Iteration 5Q: 3 clusters Score -181598.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -181634.953125 Penalty: 3622.706055
	Iteration 6Q: 3 clusters Score -181635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -181657.421875 Penalty: 3622.706055
	Iteration 7Q: 3 clusters Score -181657.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -181674.031250 Penalty: 3622.706055
	Iteration 8Q: 3 clusters Score -181674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -181686.187500 Penalty: 3622.706055
	Iteration 9Q: 3 clusters Score -181686.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -181696.015625 Penalty: 3622.706055
	Iteration 10Q: 3 clusters Score -181696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -181699.375000 Penalty: 3622.706055
	Iteration 11Q: 3 clusters Score -181699.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -181702.531250 Penalty: 3622.706055
	Iteration 12Q: 3 clusters Score -181702.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -181703.312500 Penalty: 3622.706055
	Iteration 13Q: 3 clusters Score -181703.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -181703.312500 Penalty: 3622.706055
	Iteration 14F: 3 clusters Score -181703.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (177050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177050 members 
Entering Unmasked Estep 
Score: -23476840.000000 Penalty: 2996.878418
	Iteration 0F: 2 clusters Score -2.347684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88572 members 
Mstep: Class 2 contains 88478 members 
Entering Unmasked Estep 
Score: -23360888.000000 Penalty: 5993.756836
	Iteration 0F: 3 clusters Score -2.336089e+07 nChanged 84898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88626 members 
Mstep: Class 2 contains 88424 members 
Entering Unmasked Estep 
Score: -23409856.000000 Penalty: 5993.756836
	Iteration 1F: 3 clusters Score -2.340986e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88374 members 
Mstep: Class 2 contains 88676 members 
Entering Unmasked Estep 
Score: -23410672.000000 Penalty: 5993.756836
	Iteration 2Q: 3 clusters Score -2.341067e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88037 members 
Mstep: Class 2 contains 89013 members 
Entering Unmasked Estep 
Score: -23411246.000000 Penalty: 5993.756836
	Iteration 3Q: 3 clusters Score -2.341125e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87666 members 
Mstep: Class 2 contains 89384 members 
Entering Unmasked Estep 
Score: -23411838.000000 Penalty: 5993.756836
	Iteration 4Q: 3 clusters Score -2.341184e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87262 members 
Mstep: Class 2 contains 89788 members 
Entering Unmasked Estep 
Score: -23412430.000000 Penalty: 5993.756836
	Iteration 5Q: 3 clusters Score -2.341243e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86787 members 
Mstep: Class 2 contains 90263 members 
Entering Unmasked Estep 
Score: -23412958.000000 Penalty: 5993.756836
	Iteration 6Q: 3 clusters Score -2.341296e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86250 members 
Mstep: Class 2 contains 90800 members 
Entering Unmasked Estep 
Score: -23413510.000000 Penalty: 5993.756836
	Iteration 7Q: 3 clusters Score -2.341351e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85543 members 
Mstep: Class 2 contains 91507 members 
Entering Unmasked Estep 
Score: -23414178.000000 Penalty: 5993.756836
	Iteration 8Q: 3 clusters Score -2.341418e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84768 members 
Mstep: Class 2 contains 92282 members 
Entering Unmasked Estep 
Score: -23415126.000000 Penalty: 5993.756836
	Iteration 9Q: 3 clusters Score -2.341513e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83702 members 
Mstep: Class 2 contains 93348 members 
Entering Unmasked Estep 
Score: -23416728.000000 Penalty: 5993.756836
	Iteration 10Q: 3 clusters Score -2.341673e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82166 members 
Mstep: Class 2 contains 94884 members 
Entering Unmasked Estep 
Score: -23418670.000000 Penalty: 5993.756836
	Iteration 11Q: 3 clusters Score -2.341867e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79821 members 
Mstep: Class 2 contains 97229 members 
Entering Unmasked Estep 
Score: -23421230.000000 Penalty: 5993.756836
	Iteration 12Q: 3 clusters Score -2.342123e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76512 members 
Mstep: Class 2 contains 100538 members 
Entering Unmasked Estep 
Score: -23424734.000000 Penalty: 5993.756836
	Iteration 13Q: 3 clusters Score -2.342473e+07 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71691 members 
Mstep: Class 2 contains 105359 members 
Entering Unmasked Estep 
Score: -23429368.000000 Penalty: 5993.756836
	Iteration 14Q: 3 clusters Score -2.342937e+07 nChanged 9449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65130 members 
Mstep: Class 2 contains 111920 members 
Entering Unmasked Estep 
Score: -23434780.000000 Penalty: 5993.756836
	Iteration 15F: 3 clusters Score -2.343478e+07 nChanged 9978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56998 members 
Mstep: Class 2 contains 120052 members 
Entering Unmasked Estep 
Score: -23441286.000000 Penalty: 5993.756836
	Iteration 16F: 3 clusters Score -2.344129e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 129018 members 
Entering Unmasked Estep 
Score: -23447852.000000 Penalty: 5993.756836
	Iteration 17F: 3 clusters Score -2.344785e+07 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 137609 members 
Entering Unmasked Estep 
Score: -23454344.000000 Penalty: 5993.756836
	Iteration 18F: 3 clusters Score -2.345434e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 144993 members 
Entering Unmasked Estep 
Score: -23460004.000000 Penalty: 5993.756836
	Iteration 19Q: 3 clusters Score -2.346e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 150776 members 
Entering Unmasked Estep 
Score: -23465118.000000 Penalty: 5993.756836
	Iteration 20F: 3 clusters Score -2.346512e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 154795 members 
Entering Unmasked Estep 
Score: -23469098.000000 Penalty: 5993.756836
	Iteration 21Q: 3 clusters Score -2.34691e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 157367 members 
Entering Unmasked Estep 
Score: -23471946.000000 Penalty: 5993.756836
	Iteration 22Q: 3 clusters Score -2.347195e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 158980 members 
Entering Unmasked Estep 
Score: -23473846.000000 Penalty: 5993.756836
	Iteration 23Q: 3 clusters Score -2.347385e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 159961 members 
Entering Unmasked Estep 
Score: -23475082.000000 Penalty: 5993.756836
	Iteration 24Q: 3 clusters Score -2.347508e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 160632 members 
Entering Unmasked Estep 
Score: -23475874.000000 Penalty: 5993.756836
	Iteration 25Q: 3 clusters Score -2.347587e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 161204 members 
Entering Unmasked Estep 
Score: -23476250.000000 Penalty: 5993.756836
	Iteration 26Q: 3 clusters Score -2.347625e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 161763 members 
Entering Unmasked Estep 
Score: -23476420.000000 Penalty: 5993.756836
	Iteration 27Q: 3 clusters Score -2.347642e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 162266 members 
Entering Unmasked Estep 
Score: -23476492.000000 Penalty: 5993.756836
	Iteration 28Q: 3 clusters Score -2.347649e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 162724 members 
Entering Unmasked Estep 
Score: -23476564.000000 Penalty: 5993.756836
	Iteration 29Q: 3 clusters Score -2.347656e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 163161 members 
Entering Unmasked Estep 
Score: -23476518.000000 Penalty: 5993.756836
	Iteration 30Q: 3 clusters Score -2.347652e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 163569 members 
Entering Unmasked Estep 
Score: -23476474.000000 Penalty: 5993.756836
	Iteration 31Q: 3 clusters Score -2.347647e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 163932 members 
Entering Unmasked Estep 
Score: -23476482.000000 Penalty: 5993.756836
	Iteration 32Q: 3 clusters Score -2.347648e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 164245 members 
Entering Unmasked Estep 
Score: -23476472.000000 Penalty: 5993.756836
	Iteration 33Q: 3 clusters Score -2.347647e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 164561 members 
Entering Unmasked Estep 
Score: -23476474.000000 Penalty: 5993.756836
	Iteration 34Q: 3 clusters Score -2.347647e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 164872 members 
Entering Unmasked Estep 
Score: -23476462.000000 Penalty: 5993.756836
	Iteration 35Q: 3 clusters Score -2.347646e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 165156 members 
Entering Unmasked Estep 
Score: -23476448.000000 Penalty: 5993.756836
	Iteration 36Q: 3 clusters Score -2.347645e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 165437 members 
Entering Unmasked Estep 
Score: -23476464.000000 Penalty: 5993.756836
	Iteration 37Q: 3 clusters Score -2.347646e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 165697 members 
Entering Unmasked Estep 
Score: -23476468.000000 Penalty: 5993.756836
	Iteration 38Q: 3 clusters Score -2.347647e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 165962 members 
Entering Unmasked Estep 
Score: -23476490.000000 Penalty: 5993.756836
	Iteration 39Q: 3 clusters Score -2.347649e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 166232 members 
Entering Unmasked Estep 
Score: -23476508.000000 Penalty: 5993.756836
	Iteration 40F: 3 clusters Score -2.347651e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 166498 members 
Entering Unmasked Estep 
Score: -23476460.000000 Penalty: 5993.756836
	Iteration 41Q: 3 clusters Score -2.347646e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 166762 members 
Entering Unmasked Estep 
Score: -23476410.000000 Penalty: 5993.756836
	Iteration 42Q: 3 clusters Score -2.347641e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 167007 members 
Entering Unmasked Estep 
Score: -23476308.000000 Penalty: 5993.756836
	Iteration 43Q: 3 clusters Score -2.347631e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 167220 members 
Entering Unmasked Estep 
Score: -23476310.000000 Penalty: 5993.756836
	Iteration 44Q: 3 clusters Score -2.347631e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 167429 members 
Entering Unmasked Estep 
Score: -23476268.000000 Penalty: 5993.756836
	Iteration 45Q: 3 clusters Score -2.347627e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 167621 members 
Entering Unmasked Estep 
Score: -23476266.000000 Penalty: 5993.756836
	Iteration 46Q: 3 clusters Score -2.347627e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 167811 members 
Entering Unmasked Estep 
Score: -23476232.000000 Penalty: 5993.756836
	Iteration 47Q: 3 clusters Score -2.347623e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 168022 members 
Entering Unmasked Estep 
Score: -23476238.000000 Penalty: 5993.756836
	Iteration 48Q: 3 clusters Score -2.347624e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 168195 members 
Entering Unmasked Estep 
Score: -23476224.000000 Penalty: 5993.756836
	Iteration 49Q: 3 clusters Score -2.347622e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 168359 members 
Entering Unmasked Estep 
Score: -23476176.000000 Penalty: 5993.756836
	Iteration 50Q: 3 clusters Score -2.347618e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 168525 members 
Entering Unmasked Estep 
Score: -23476156.000000 Penalty: 5993.756836
	Iteration 51Q: 3 clusters Score -2.347616e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 168686 members 
Entering Unmasked Estep 
Score: -23476154.000000 Penalty: 5993.756836
	Iteration 52Q: 3 clusters Score -2.347615e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 168830 members 
Entering Unmasked Estep 
Score: -23476170.000000 Penalty: 5993.756836
	Iteration 53Q: 3 clusters Score -2.347617e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 168960 members 
Entering Unmasked Estep 
Score: -23476176.000000 Penalty: 5993.756836
	Iteration 54Q: 3 clusters Score -2.347618e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 169101 members 
Entering Unmasked Estep 
Score: -23476160.000000 Penalty: 5993.756836
	Iteration 55Q: 3 clusters Score -2.347616e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 169251 members 
Entering Unmasked Estep 
Score: -23476154.000000 Penalty: 5993.756836
	Iteration 56Q: 3 clusters Score -2.347615e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 169397 members 
Entering Unmasked Estep 
Score: -23476126.000000 Penalty: 5993.756836
	Iteration 57Q: 3 clusters Score -2.347613e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 169534 members 
Entering Unmasked Estep 
Score: -23476078.000000 Penalty: 5993.756836
	Iteration 58Q: 3 clusters Score -2.347608e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 169684 members 
Entering Unmasked Estep 
Score: -23476086.000000 Penalty: 5993.756836
	Iteration 59Q: 3 clusters Score -2.347609e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 169828 members 
Entering Unmasked Estep 
Score: -23476092.000000 Penalty: 5993.756836
	Iteration 60F: 3 clusters Score -2.347609e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 169984 members 
Entering Unmasked Estep 
Score: -23476090.000000 Penalty: 5993.756836
	Iteration 61Q: 3 clusters Score -2.347609e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 170126 members 
Entering Unmasked Estep 
Score: -23476066.000000 Penalty: 5993.756836
	Iteration 62Q: 3 clusters Score -2.347607e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 170249 members 
Entering Unmasked Estep 
Score: -23476022.000000 Penalty: 5993.756836
	Iteration 63Q: 3 clusters Score -2.347602e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 170363 members 
Entering Unmasked Estep 
Score: -23475960.000000 Penalty: 5993.756836
	Iteration 64Q: 3 clusters Score -2.347596e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 170464 members 
Entering Unmasked Estep 
Score: -23475960.000000 Penalty: 5993.756836
	Iteration 65Q: 3 clusters Score -2.347596e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 170557 members 
Entering Unmasked Estep 
Score: -23475956.000000 Penalty: 5993.756836
	Iteration 66Q: 3 clusters Score -2.347596e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 170638 members 
Entering Unmasked Estep 
Score: -23475936.000000 Penalty: 5993.756836
	Iteration 67Q: 3 clusters Score -2.347594e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 170703 members 
Entering Unmasked Estep 
Score: -23475924.000000 Penalty: 5993.756836
	Iteration 68Q: 3 clusters Score -2.347592e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 170767 members 
Entering Unmasked Estep 
Score: -23475942.000000 Penalty: 5993.756836
	Iteration 69Q: 3 clusters Score -2.347594e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 170832 members 
Entering Unmasked Estep 
Score: -23475886.000000 Penalty: 5993.756836
	Iteration 70Q: 3 clusters Score -2.347589e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 170892 members 
Entering Unmasked Estep 
Score: -23475858.000000 Penalty: 5993.756836
	Iteration 71Q: 3 clusters Score -2.347586e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 170951 members 
Entering Unmasked Estep 
Score: -23475850.000000 Penalty: 5993.756836
	Iteration 72Q: 3 clusters Score -2.347585e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 171010 members 
Entering Unmasked Estep 
Score: -23475856.000000 Penalty: 5993.756836
	Iteration 73Q: 3 clusters Score -2.347586e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 171077 members 
Entering Unmasked Estep 
Score: -23475860.000000 Penalty: 5993.756836
	Iteration 74Q: 3 clusters Score -2.347586e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 171142 members 
Entering Unmasked Estep 
Score: -23475870.000000 Penalty: 5993.756836
	Iteration 75Q: 3 clusters Score -2.347587e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 171201 members 
Entering Unmasked Estep 
Score: -23475842.000000 Penalty: 5993.756836
	Iteration 76Q: 3 clusters Score -2.347584e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 171263 members 
Entering Unmasked Estep 
Score: -23475824.000000 Penalty: 5993.756836
	Iteration 77Q: 3 clusters Score -2.347582e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 171306 members 
Entering Unmasked Estep 
Score: -23475792.000000 Penalty: 5993.756836
	Iteration 78Q: 3 clusters Score -2.347579e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 171351 members 
Entering Unmasked Estep 
Score: -23475804.000000 Penalty: 5993.756836
	Iteration 79Q: 3 clusters Score -2.34758e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 171408 members 
Entering Unmasked Estep 
Score: -23475742.000000 Penalty: 5993.756836
	Iteration 80F: 3 clusters Score -2.347574e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 171459 members 
Entering Unmasked Estep 
Score: -23475736.000000 Penalty: 5993.756836
	Iteration 81Q: 3 clusters Score -2.347574e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 171495 members 
Entering Unmasked Estep 
Score: -23475758.000000 Penalty: 5993.756836
	Iteration 82Q: 3 clusters Score -2.347576e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 171528 members 
Entering Unmasked Estep 
Score: -23475712.000000 Penalty: 5993.756836
	Iteration 83Q: 3 clusters Score -2.347571e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 171556 members 
Entering Unmasked Estep 
Score: -23475736.000000 Penalty: 5993.756836
	Iteration 84Q: 3 clusters Score -2.347574e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 171584 members 
Entering Unmasked Estep 
Score: -23475720.000000 Penalty: 5993.756836
	Iteration 85Q: 3 clusters Score -2.347572e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 171610 members 
Entering Unmasked Estep 
Score: -23475714.000000 Penalty: 5993.756836
	Iteration 86Q: 3 clusters Score -2.347571e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 171638 members 
Entering Unmasked Estep 
Score: -23475712.000000 Penalty: 5993.756836
	Iteration 87Q: 3 clusters Score -2.347571e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 171668 members 
Entering Unmasked Estep 
Score: -23475730.000000 Penalty: 5993.756836
	Iteration 88Q: 3 clusters Score -2.347573e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 171695 members 
Entering Unmasked Estep 
Score: -23475714.000000 Penalty: 5993.756836
	Iteration 89Q: 3 clusters Score -2.347571e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 171723 members 
Entering Unmasked Estep 
Score: -23475712.000000 Penalty: 5993.756836
	Iteration 90Q: 3 clusters Score -2.347571e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 171753 members 
Entering Unmasked Estep 
Score: -23475704.000000 Penalty: 5993.756836
	Iteration 91Q: 3 clusters Score -2.34757e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 171770 members 
Entering Unmasked Estep 
Score: -23475674.000000 Penalty: 5993.756836
	Iteration 92Q: 3 clusters Score -2.347567e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 171785 members 
Entering Unmasked Estep 
Score: -23475670.000000 Penalty: 5993.756836
	Iteration 93Q: 3 clusters Score -2.347567e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 171801 members 
Entering Unmasked Estep 
Score: -23475652.000000 Penalty: 5993.756836
	Iteration 94Q: 3 clusters Score -2.347565e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 171825 members 
Entering Unmasked Estep 
Score: -23475648.000000 Penalty: 5993.756836
	Iteration 95Q: 3 clusters Score -2.347565e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 171845 members 
Entering Unmasked Estep 
Score: -23475650.000000 Penalty: 5993.756836
	Iteration 96Q: 3 clusters Score -2.347565e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 171867 members 
Entering Unmasked Estep 
Score: -23475636.000000 Penalty: 5993.756836
	Iteration 97Q: 3 clusters Score -2.347564e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 171892 members 
Entering Unmasked Estep 
Score: -23475646.000000 Penalty: 5993.756836
	Iteration 98Q: 3 clusters Score -2.347565e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 171922 members 
Entering Unmasked Estep 
Score: -23475652.000000 Penalty: 5993.756836
	Iteration 99Q: 3 clusters Score -2.347565e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 171950 members 
Entering Unmasked Estep 
Score: -23475662.000000 Penalty: 5993.756836
	Iteration 100F: 3 clusters Score -2.347566e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 171982 members 
Entering Unmasked Estep 
Score: -23475672.000000 Penalty: 5993.756836
	Iteration 101Q: 3 clusters Score -2.347567e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 172004 members 
Entering Unmasked Estep 
Score: -23475654.000000 Penalty: 5993.756836
	Iteration 102Q: 3 clusters Score -2.347565e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 172031 members 
Entering Unmasked Estep 
Score: -23475656.000000 Penalty: 5993.756836
	Iteration 103Q: 3 clusters Score -2.347566e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 172057 members 
Entering Unmasked Estep 
Score: -23475636.000000 Penalty: 5993.756836
	Iteration 104Q: 3 clusters Score -2.347564e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 172081 members 
Entering Unmasked Estep 
Score: -23475606.000000 Penalty: 5993.756836
	Iteration 105Q: 3 clusters Score -2.347561e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 172104 members 
Entering Unmasked Estep 
Score: -23475622.000000 Penalty: 5993.756836
	Iteration 106Q: 3 clusters Score -2.347562e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 172116 members 
Entering Unmasked Estep 
Score: -23475616.000000 Penalty: 5993.756836
	Iteration 107Q: 3 clusters Score -2.347562e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 172131 members 
Entering Unmasked Estep 
Score: -23475608.000000 Penalty: 5993.756836
	Iteration 108Q: 3 clusters Score -2.347561e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 172145 members 
Entering Unmasked Estep 
Score: -23475630.000000 Penalty: 5993.756836
	Iteration 109Q: 3 clusters Score -2.347563e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 172157 members 
Entering Unmasked Estep 
Score: -23475642.000000 Penalty: 5993.756836
	Iteration 110Q: 3 clusters Score -2.347564e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 172170 members 
Entering Unmasked Estep 
Score: -23475624.000000 Penalty: 5993.756836
	Iteration 111Q: 3 clusters Score -2.347562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 172182 members 
Entering Unmasked Estep 
Score: -23475624.000000 Penalty: 5993.756836
	Iteration 112Q: 3 clusters Score -2.347562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 172194 members 
Entering Unmasked Estep 
Score: -23475604.000000 Penalty: 5993.756836
	Iteration 113Q: 3 clusters Score -2.34756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 172199 members 
Entering Unmasked Estep 
Score: -23475618.000000 Penalty: 5993.756836
	Iteration 114Q: 3 clusters Score -2.347562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 172204 members 
Entering Unmasked Estep 
Score: -23475608.000000 Penalty: 5993.756836
	Iteration 115Q: 3 clusters Score -2.347561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 172208 members 
Entering Unmasked Estep 
Score: -23475612.000000 Penalty: 5993.756836
	Iteration 116Q: 3 clusters Score -2.347561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 172213 members 
Entering Unmasked Estep 
Score: -23475620.000000 Penalty: 5993.756836
	Iteration 117Q: 3 clusters Score -2.347562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 172220 members 
Entering Unmasked Estep 
Score: -23475604.000000 Penalty: 5993.756836
	Iteration 118Q: 3 clusters Score -2.34756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 172227 members 
Entering Unmasked Estep 
Score: -23475604.000000 Penalty: 5993.756836
	Iteration 119Q: 3 clusters Score -2.34756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 172234 members 
Entering Unmasked Estep 
Score: -23475596.000000 Penalty: 5993.756836
	Iteration 120F: 3 clusters Score -2.34756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 172239 members 
Entering Unmasked Estep 
Score: -23475610.000000 Penalty: 5993.756836
	Iteration 121Q: 3 clusters Score -2.347561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 172247 members 
Entering Unmasked Estep 
Score: -23475626.000000 Penalty: 5993.756836
	Iteration 122Q: 3 clusters Score -2.347563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 172256 members 
Entering Unmasked Estep 
Score: -23475612.000000 Penalty: 5993.756836
	Iteration 123Q: 3 clusters Score -2.347561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 172261 members 
Entering Unmasked Estep 
Score: -23475616.000000 Penalty: 5993.756836
	Iteration 124Q: 3 clusters Score -2.347562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 172266 members 
Entering Unmasked Estep 
Score: -23475608.000000 Penalty: 5993.756836
	Iteration 125Q: 3 clusters Score -2.347561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 172272 members 
Entering Unmasked Estep 
Score: -23475614.000000 Penalty: 5993.756836
	Iteration 126Q: 3 clusters Score -2.347561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 172284 members 
Entering Unmasked Estep 
Score: -23475596.000000 Penalty: 5993.756836
	Iteration 127Q: 3 clusters Score -2.34756e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 172295 members 
Entering Unmasked Estep 
Score: -23475602.000000 Penalty: 5993.756836
	Iteration 128Q: 3 clusters Score -2.34756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 172308 members 
Entering Unmasked Estep 
Score: -23475596.000000 Penalty: 5993.756836
	Iteration 129Q: 3 clusters Score -2.34756e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 172327 members 
Entering Unmasked Estep 
Score: -23475604.000000 Penalty: 5993.756836
	Iteration 130Q: 3 clusters Score -2.34756e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 172343 members 
Entering Unmasked Estep 
Score: -23475590.000000 Penalty: 5993.756836
	Iteration 131Q: 3 clusters Score -2.347559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 172356 members 
Entering Unmasked Estep 
Score: -23475598.000000 Penalty: 5993.756836
	Iteration 132Q: 3 clusters Score -2.34756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 172370 members 
Entering Unmasked Estep 
Score: -23475616.000000 Penalty: 5993.756836
	Iteration 133Q: 3 clusters Score -2.347562e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 172386 members 
Entering Unmasked Estep 
Score: -23475632.000000 Penalty: 5993.756836
	Iteration 134Q: 3 clusters Score -2.347563e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 172399 members 
Entering Unmasked Estep 
Score: -23475602.000000 Penalty: 5993.756836
	Iteration 135Q: 3 clusters Score -2.34756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 172406 members 
Entering Unmasked Estep 
Score: -23475608.000000 Penalty: 5993.756836
	Iteration 136Q: 3 clusters Score -2.347561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 172412 members 
Entering Unmasked Estep 
Score: -23475628.000000 Penalty: 5993.756836
	Iteration 137Q: 3 clusters Score -2.347563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 172415 members 
Entering Unmasked Estep 
Score: -23475628.000000 Penalty: 5993.756836
	Iteration 138Q: 3 clusters Score -2.347563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 172420 members 
Entering Unmasked Estep 
Score: -23475610.000000 Penalty: 5993.756836
	Iteration 139Q: 3 clusters Score -2.347561e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 172428 members 
Entering Unmasked Estep 
Score: -23475650.000000 Penalty: 5993.756836
	Iteration 140F: 3 clusters Score -2.347565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 172434 members 
Entering Unmasked Estep 
Score: -23475650.000000 Penalty: 5993.756836
	Iteration 141Q: 3 clusters Score -2.347565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 172441 members 
Entering Unmasked Estep 
Score: -23475654.000000 Penalty: 5993.756836
	Iteration 142Q: 3 clusters Score -2.347565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 172449 members 
Entering Unmasked Estep 
Score: -23475638.000000 Penalty: 5993.756836
	Iteration 143Q: 3 clusters Score -2.347564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 172458 members 
Entering Unmasked Estep 
Score: -23475628.000000 Penalty: 5993.756836
	Iteration 144Q: 3 clusters Score -2.347563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 172461 members 
Entering Unmasked Estep 
Score: -23475624.000000 Penalty: 5993.756836
	Iteration 145Q: 3 clusters Score -2.347562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 172465 members 
Entering Unmasked Estep 
Score: -23475612.000000 Penalty: 5993.756836
	Iteration 146Q: 3 clusters Score -2.347561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 172470 members 
Entering Unmasked Estep 
Score: -23475610.000000 Penalty: 5993.756836
	Iteration 147Q: 3 clusters Score -2.347561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 172474 members 
Entering Unmasked Estep 
Score: -23475594.000000 Penalty: 5993.756836
	Iteration 148Q: 3 clusters Score -2.347559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 172476 members 
Entering Unmasked Estep 
Score: -23475622.000000 Penalty: 5993.756836
	Iteration 149Q: 3 clusters Score -2.347562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 172479 members 
Entering Unmasked Estep 
Score: -23475622.000000 Penalty: 5993.756836
	Iteration 150Q: 3 clusters Score -2.347562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 172484 members 
Entering Unmasked Estep 
Score: -23475608.000000 Penalty: 5993.756836
	Iteration 151Q: 3 clusters Score -2.347561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 172486 members 
Entering Unmasked Estep 
Score: -23475614.000000 Penalty: 5993.756836
	Iteration 152Q: 3 clusters Score -2.347561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 172487 members 
Entering Unmasked Estep 
Score: -23475608.000000 Penalty: 5993.756836
	Iteration 153Q: 3 clusters Score -2.347561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 172487 members 
Entering Unmasked Estep 
Score: -23475608.000000 Penalty: 5993.756836
	Iteration 154F: 3 clusters Score -2.347561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (167044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167044 members 
Entering Unmasked Estep 
Score: -22127090.000000 Penalty: 2982.451172
	Iteration 0F: 2 clusters Score -2.212709e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83029 members 
Mstep: Class 2 contains 84015 members 
Entering Unmasked Estep 
Score: -22021700.000000 Penalty: 5964.902344
	Iteration 0F: 3 clusters Score -2.20217e+07 nChanged 79953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74520 members 
Mstep: Class 2 contains 92524 members 
Entering Unmasked Estep 
Score: -22068750.000000 Penalty: 5964.902344
	Iteration 1F: 3 clusters Score -2.206875e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68986 members 
Mstep: Class 2 contains 98058 members 
Entering Unmasked Estep 
Score: -22071510.000000 Penalty: 5964.902344
	Iteration 2Q: 3 clusters Score -2.207151e+07 nChanged 9488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60714 members 
Mstep: Class 2 contains 106330 members 
Entering Unmasked Estep 
Score: -22076434.000000 Penalty: 5964.902344
	Iteration 3F: 3 clusters Score -2.207643e+07 nChanged 12531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49153 members 
Mstep: Class 2 contains 117891 members 
Entering Unmasked Estep 
Score: -22084896.000000 Penalty: 5964.902344
	Iteration 4F: 3 clusters Score -2.20849e+07 nChanged 14721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 131756 members 
Entering Unmasked Estep 
Score: -22097702.000000 Penalty: 5964.902344
	Iteration 5F: 3 clusters Score -2.20977e+07 nChanged 14112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 145116 members 
Entering Unmasked Estep 
Score: -22111622.000000 Penalty: 5964.902344
	Iteration 6F: 3 clusters Score -2.211162e+07 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 154663 members 
Entering Unmasked Estep 
Score: -22121664.000000 Penalty: 5964.902344
	Iteration 7F: 3 clusters Score -2.212166e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 160013 members 
Entering Unmasked Estep 
Score: -22126096.000000 Penalty: 5964.902344
	Iteration 8Q: 3 clusters Score -2.21261e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 162288 members 
Entering Unmasked Estep 
Score: -22127142.000000 Penalty: 5964.902344
	Iteration 9Q: 3 clusters Score -2.212714e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 163214 members 
Entering Unmasked Estep 
Score: -22127364.000000 Penalty: 5964.902344
	Iteration 10Q: 3 clusters Score -2.212736e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 163757 members 
Entering Unmasked Estep 
Score: -22127372.000000 Penalty: 5964.902344
	Iteration 11Q: 3 clusters Score -2.212737e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 164108 members 
Entering Unmasked Estep 
Score: -22127240.000000 Penalty: 5964.902344
	Iteration 12Q: 3 clusters Score -2.212724e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 164348 members 
Entering Unmasked Estep 
Score: -22127234.000000 Penalty: 5964.902344
	Iteration 13Q: 3 clusters Score -2.212723e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 164518 members 
Entering Unmasked Estep 
Score: -22127148.000000 Penalty: 5964.902344
	Iteration 14Q: 3 clusters Score -2.212715e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 164659 members 
Entering Unmasked Estep 
Score: -22127072.000000 Penalty: 5964.902344
	Iteration 15Q: 3 clusters Score -2.212707e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 164785 members 
Entering Unmasked Estep 
Score: -22127002.000000 Penalty: 5964.902344
	Iteration 16Q: 3 clusters Score -2.2127e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 164894 members 
Entering Unmasked Estep 
Score: -22126976.000000 Penalty: 5964.902344
	Iteration 17Q: 3 clusters Score -2.212698e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 164973 members 
Entering Unmasked Estep 
Score: -22126922.000000 Penalty: 5964.902344
	Iteration 18Q: 3 clusters Score -2.212692e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 165030 members 
Entering Unmasked Estep 
Score: -22126898.000000 Penalty: 5964.902344
	Iteration 19Q: 3 clusters Score -2.21269e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 165073 members 
Entering Unmasked Estep 
Score: -22126890.000000 Penalty: 5964.902344
	Iteration 20F: 3 clusters Score -2.212689e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 165108 members 
Entering Unmasked Estep 
Score: -22126870.000000 Penalty: 5964.902344
	Iteration 21Q: 3 clusters Score -2.212687e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 165137 members 
Entering Unmasked Estep 
Score: -22126862.000000 Penalty: 5964.902344
	Iteration 22Q: 3 clusters Score -2.212686e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 165169 members 
Entering Unmasked Estep 
Score: -22126860.000000 Penalty: 5964.902344
	Iteration 23Q: 3 clusters Score -2.212686e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 165197 members 
Entering Unmasked Estep 
Score: -22126846.000000 Penalty: 5964.902344
	Iteration 24Q: 3 clusters Score -2.212685e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 165212 members 
Entering Unmasked Estep 
Score: -22126830.000000 Penalty: 5964.902344
	Iteration 25Q: 3 clusters Score -2.212683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 165221 members 
Entering Unmasked Estep 
Score: -22126832.000000 Penalty: 5964.902344
	Iteration 26Q: 3 clusters Score -2.212683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 165227 members 
Entering Unmasked Estep 
Score: -22126802.000000 Penalty: 5964.902344
	Iteration 27Q: 3 clusters Score -2.21268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 165234 members 
Entering Unmasked Estep 
Score: -22126804.000000 Penalty: 5964.902344
	Iteration 28Q: 3 clusters Score -2.21268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 165237 members 
Entering Unmasked Estep 
Score: -22126808.000000 Penalty: 5964.902344
	Iteration 29Q: 3 clusters Score -2.212681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 165238 members 
Entering Unmasked Estep 
Score: -22126810.000000 Penalty: 5964.902344
	Iteration 30Q: 3 clusters Score -2.212681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 165238 members 
Entering Unmasked Estep 
Score: -22126810.000000 Penalty: 5964.902344
	Iteration 31F: 3 clusters Score -2.212681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Entering Unmasked Estep 
Score: -379227.843750 Penalty: 1972.248535
	Iteration 0F: 2 clusters Score -379227.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -376059.218750 Penalty: 3944.497070
	Iteration 0F: 3 clusters Score -376059.2 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -376742.375000 Penalty: 3944.497070
	Iteration 1F: 3 clusters Score -376742.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -376933.875000 Penalty: 3944.497070
	Iteration 2F: 3 clusters Score -376933.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -377077.562500 Penalty: 3944.497070
	Iteration 3Q: 3 clusters Score -377077.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -377199.218750 Penalty: 3944.497070
	Iteration 4Q: 3 clusters Score -377199.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -377326.031250 Penalty: 3944.497070
	Iteration 5Q: 3 clusters Score -377326 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -377434.406250 Penalty: 3944.497070
	Iteration 6Q: 3 clusters Score -377434.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -377556.843750 Penalty: 3944.497070
	Iteration 7Q: 3 clusters Score -377556.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -377698.468750 Penalty: 3944.497070
	Iteration 8Q: 3 clusters Score -377698.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -377845.343750 Penalty: 3944.497070
	Iteration 9Q: 3 clusters Score -377845.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -378008.343750 Penalty: 3944.497070
	Iteration 10Q: 3 clusters Score -378008.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -378197.718750 Penalty: 3944.497070
	Iteration 11Q: 3 clusters Score -378197.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -378416.156250 Penalty: 3944.497070
	Iteration 12Q: 3 clusters Score -378416.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -378578.125000 Penalty: 3944.497070
	Iteration 13Q: 3 clusters Score -378578.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -378686.468750 Penalty: 3944.497070
	Iteration 14Q: 3 clusters Score -378686.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -378764.000000 Penalty: 3944.497070
	Iteration 15Q: 3 clusters Score -378764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -378806.656250 Penalty: 3944.497070
	Iteration 16Q: 3 clusters Score -378806.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -378847.937500 Penalty: 3944.497070
	Iteration 17Q: 3 clusters Score -378847.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -378879.437500 Penalty: 3944.497070
	Iteration 18Q: 3 clusters Score -378879.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -378937.218750 Penalty: 3944.497070
	Iteration 19Q: 3 clusters Score -378937.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -378970.593750 Penalty: 3944.497070
	Iteration 20F: 3 clusters Score -378970.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -378982.906250 Penalty: 3944.497070
	Iteration 21Q: 3 clusters Score -378982.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -378989.750000 Penalty: 3944.497070
	Iteration 22Q: 3 clusters Score -378989.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -378990.750000 Penalty: 3944.497070
	Iteration 23Q: 3 clusters Score -378990.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -378991.093750 Penalty: 3944.497070
	Iteration 24Q: 3 clusters Score -378991.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -378992.250000 Penalty: 3944.497070
	Iteration 25Q: 3 clusters Score -378992.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -378993.625000 Penalty: 3944.497070
	Iteration 26Q: 3 clusters Score -378993.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -378994.250000 Penalty: 3944.497070
	Iteration 27Q: 3 clusters Score -378994.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -378993.968750 Penalty: 3944.497070
	Iteration 28Q: 3 clusters Score -378994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -378994.937500 Penalty: 3944.497070
	Iteration 29Q: 3 clusters Score -378994.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -378998.593750 Penalty: 3944.497070
	Iteration 30Q: 3 clusters Score -378998.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -378999.750000 Penalty: 3944.497070
	Iteration 31Q: 3 clusters Score -378999.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -379000.906250 Penalty: 3944.497070
	Iteration 32Q: 3 clusters Score -379000.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -379000.906250 Penalty: 3944.497070
	Iteration 33F: 3 clusters Score -379000.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (151428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151428 members 
Entering Unmasked Estep 
Score: -20040842.000000 Penalty: 2958.110840
	Iteration 0F: 2 clusters Score -2.004084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75440 members 
Mstep: Class 2 contains 75988 members 
Entering Unmasked Estep 
Score: -19940616.000000 Penalty: 5916.221680
	Iteration 0F: 3 clusters Score -1.994062e+07 nChanged 72202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69888 members 
Mstep: Class 2 contains 81540 members 
Entering Unmasked Estep 
Score: -19984480.000000 Penalty: 5916.221680
	Iteration 1F: 3 clusters Score -1.998448e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66841 members 
Mstep: Class 2 contains 84587 members 
Entering Unmasked Estep 
Score: -19987268.000000 Penalty: 5916.221680
	Iteration 2Q: 3 clusters Score -1.998727e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 88459 members 
Entering Unmasked Estep 
Score: -19990474.000000 Penalty: 5916.221680
	Iteration 3Q: 3 clusters Score -1.999047e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57995 members 
Mstep: Class 2 contains 93433 members 
Entering Unmasked Estep 
Score: -19994598.000000 Penalty: 5916.221680
	Iteration 4F: 3 clusters Score -1.99946e+07 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51986 members 
Mstep: Class 2 contains 99442 members 
Entering Unmasked Estep 
Score: -19999234.000000 Penalty: 5916.221680
	Iteration 5F: 3 clusters Score -1.999923e+07 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 106421 members 
Entering Unmasked Estep 
Score: -20004654.000000 Penalty: 5916.221680
	Iteration 6F: 3 clusters Score -2.000465e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 113945 members 
Entering Unmasked Estep 
Score: -20010210.000000 Penalty: 5916.221680
	Iteration 7F: 3 clusters Score -2.001021e+07 nChanged 8430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 121551 members 
Entering Unmasked Estep 
Score: -20016456.000000 Penalty: 5916.221680
	Iteration 8F: 3 clusters Score -2.001646e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 128391 members 
Entering Unmasked Estep 
Score: -20022100.000000 Penalty: 5916.221680
	Iteration 9Q: 3 clusters Score -2.00221e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 134104 members 
Entering Unmasked Estep 
Score: -20026576.000000 Penalty: 5916.221680
	Iteration 10Q: 3 clusters Score -2.002658e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 138403 members 
Entering Unmasked Estep 
Score: -20029976.000000 Penalty: 5916.221680
	Iteration 11Q: 3 clusters Score -2.002998e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 141625 members 
Entering Unmasked Estep 
Score: -20032432.000000 Penalty: 5916.221680
	Iteration 12Q: 3 clusters Score -2.003243e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 144038 members 
Entering Unmasked Estep 
Score: -20034178.000000 Penalty: 5916.221680
	Iteration 13Q: 3 clusters Score -2.003418e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 145866 members 
Entering Unmasked Estep 
Score: -20035304.000000 Penalty: 5916.221680
	Iteration 14Q: 3 clusters Score -2.00353e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 147259 members 
Entering Unmasked Estep 
Score: -20036276.000000 Penalty: 5916.221680
	Iteration 15Q: 3 clusters Score -2.003628e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 148229 members 
Entering Unmasked Estep 
Score: -20036822.000000 Penalty: 5916.221680
	Iteration 16Q: 3 clusters Score -2.003682e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 148905 members 
Entering Unmasked Estep 
Score: -20037208.000000 Penalty: 5916.221680
	Iteration 17Q: 3 clusters Score -2.003721e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 149417 members 
Entering Unmasked Estep 
Score: -20037536.000000 Penalty: 5916.221680
	Iteration 18Q: 3 clusters Score -2.003754e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 149765 members 
Entering Unmasked Estep 
Score: -20037724.000000 Penalty: 5916.221680
	Iteration 19Q: 3 clusters Score -2.003772e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 150021 members 
Entering Unmasked Estep 
Score: -20037880.000000 Penalty: 5916.221680
	Iteration 20F: 3 clusters Score -2.003788e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 150187 members 
Entering Unmasked Estep 
Score: -20037988.000000 Penalty: 5916.221680
	Iteration 21Q: 3 clusters Score -2.003799e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 150300 members 
Entering Unmasked Estep 
Score: -20038060.000000 Penalty: 5916.221680
	Iteration 22Q: 3 clusters Score -2.003806e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 150386 members 
Entering Unmasked Estep 
Score: -20038116.000000 Penalty: 5916.221680
	Iteration 23Q: 3 clusters Score -2.003812e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 150451 members 
Entering Unmasked Estep 
Score: -20038168.000000 Penalty: 5916.221680
	Iteration 24Q: 3 clusters Score -2.003817e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 150506 members 
Entering Unmasked Estep 
Score: -20038184.000000 Penalty: 5916.221680
	Iteration 25Q: 3 clusters Score -2.003818e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 150556 members 
Entering Unmasked Estep 
Score: -20038202.000000 Penalty: 5916.221680
	Iteration 26Q: 3 clusters Score -2.00382e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 150596 members 
Entering Unmasked Estep 
Score: -20038260.000000 Penalty: 5916.221680
	Iteration 27Q: 3 clusters Score -2.003826e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 150624 members 
Entering Unmasked Estep 
Score: -20038310.000000 Penalty: 5916.221680
	Iteration 28Q: 3 clusters Score -2.003831e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 150648 members 
Entering Unmasked Estep 
Score: -20038314.000000 Penalty: 5916.221680
	Iteration 29Q: 3 clusters Score -2.003831e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 150670 members 
Entering Unmasked Estep 
Score: -20038338.000000 Penalty: 5916.221680
	Iteration 30Q: 3 clusters Score -2.003834e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 150685 members 
Entering Unmasked Estep 
Score: -20038356.000000 Penalty: 5916.221680
	Iteration 31Q: 3 clusters Score -2.003836e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 150697 members 
Entering Unmasked Estep 
Score: -20038366.000000 Penalty: 5916.221680
	Iteration 32Q: 3 clusters Score -2.003837e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 150704 members 
Entering Unmasked Estep 
Score: -20038364.000000 Penalty: 5916.221680
	Iteration 33Q: 3 clusters Score -2.003836e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 150711 members 
Entering Unmasked Estep 
Score: -20038388.000000 Penalty: 5916.221680
	Iteration 34Q: 3 clusters Score -2.003839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 150720 members 
Entering Unmasked Estep 
Score: -20038386.000000 Penalty: 5916.221680
	Iteration 35Q: 3 clusters Score -2.003839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 150729 members 
Entering Unmasked Estep 
Score: -20038382.000000 Penalty: 5916.221680
	Iteration 36Q: 3 clusters Score -2.003838e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 150738 members 
Entering Unmasked Estep 
Score: -20038396.000000 Penalty: 5916.221680
	Iteration 37Q: 3 clusters Score -2.00384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 150744 members 
Entering Unmasked Estep 
Score: -20038402.000000 Penalty: 5916.221680
	Iteration 38Q: 3 clusters Score -2.00384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 150751 members 
Entering Unmasked Estep 
Score: -20038404.000000 Penalty: 5916.221680
	Iteration 39Q: 3 clusters Score -2.00384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 150759 members 
Entering Unmasked Estep 
Score: -20038420.000000 Penalty: 5916.221680
	Iteration 40F: 3 clusters Score -2.003842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 150768 members 
Entering Unmasked Estep 
Score: -20038420.000000 Penalty: 5916.221680
	Iteration 41Q: 3 clusters Score -2.003842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 150775 members 
Entering Unmasked Estep 
Score: -20038432.000000 Penalty: 5916.221680
	Iteration 42Q: 3 clusters Score -2.003843e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 150782 members 
Entering Unmasked Estep 
Score: -20038426.000000 Penalty: 5916.221680
	Iteration 43Q: 3 clusters Score -2.003843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 150787 members 
Entering Unmasked Estep 
Score: -20038456.000000 Penalty: 5916.221680
	Iteration 44Q: 3 clusters Score -2.003846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 150794 members 
Entering Unmasked Estep 
Score: -20038456.000000 Penalty: 5916.221680
	Iteration 45Q: 3 clusters Score -2.003846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 150801 members 
Entering Unmasked Estep 
Score: -20038478.000000 Penalty: 5916.221680
	Iteration 46Q: 3 clusters Score -2.003848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 150805 members 
Entering Unmasked Estep 
Score: -20038466.000000 Penalty: 5916.221680
	Iteration 47Q: 3 clusters Score -2.003847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 150809 members 
Entering Unmasked Estep 
Score: -20038464.000000 Penalty: 5916.221680
	Iteration 48Q: 3 clusters Score -2.003846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 150810 members 
Entering Unmasked Estep 
Score: -20038476.000000 Penalty: 5916.221680
	Iteration 49Q: 3 clusters Score -2.003848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 150812 members 
Entering Unmasked Estep 
Score: -20038484.000000 Penalty: 5916.221680
	Iteration 50Q: 3 clusters Score -2.003848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 150813 members 
Entering Unmasked Estep 
Score: -20038486.000000 Penalty: 5916.221680
	Iteration 51Q: 3 clusters Score -2.003849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 150814 members 
Entering Unmasked Estep 
Score: -20038496.000000 Penalty: 5916.221680
	Iteration 52Q: 3 clusters Score -2.00385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 150814 members 
Entering Unmasked Estep 
Score: -20038496.000000 Penalty: 5916.221680
	Iteration 53F: 3 clusters Score -2.00385e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (155596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155596 members 
Entering Unmasked Estep 
Score: -20600642.000000 Penalty: 2964.844482
	Iteration 0F: 2 clusters Score -2.060064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77775 members 
Mstep: Class 2 contains 77821 members 
Entering Unmasked Estep 
Score: -20497252.000000 Penalty: 5929.688965
	Iteration 0F: 3 clusters Score -2.049725e+07 nChanged 74699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77116 members 
Mstep: Class 2 contains 78480 members 
Entering Unmasked Estep 
Score: -20541154.000000 Penalty: 5929.688965
	Iteration 1F: 3 clusters Score -2.054115e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 79180 members 
Entering Unmasked Estep 
Score: -20543240.000000 Penalty: 5929.688965
	Iteration 2Q: 3 clusters Score -2.054324e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74874 members 
Mstep: Class 2 contains 80722 members 
Entering Unmasked Estep 
Score: -20546336.000000 Penalty: 5929.688965
	Iteration 3Q: 3 clusters Score -2.054634e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71756 members 
Mstep: Class 2 contains 83840 members 
Entering Unmasked Estep 
Score: -20550544.000000 Penalty: 5929.688965
	Iteration 4F: 3 clusters Score -2.055054e+07 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 88926 members 
Entering Unmasked Estep 
Score: -20556616.000000 Penalty: 5929.688965
	Iteration 5F: 3 clusters Score -2.055662e+07 nChanged 11511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59641 members 
Mstep: Class 2 contains 95955 members 
Entering Unmasked Estep 
Score: -20564660.000000 Penalty: 5929.688965
	Iteration 6F: 3 clusters Score -2.056466e+07 nChanged 11961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 104026 members 
Entering Unmasked Estep 
Score: -20575014.000000 Penalty: 5929.688965
	Iteration 7F: 3 clusters Score -2.057501e+07 nChanged 10168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 110874 members 
Entering Unmasked Estep 
Score: -20584328.000000 Penalty: 5929.688965
	Iteration 8F: 3 clusters Score -2.058433e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 115180 members 
Entering Unmasked Estep 
Score: -20588854.000000 Penalty: 5929.688965
	Iteration 9Q: 3 clusters Score -2.058885e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 118253 members 
Entering Unmasked Estep 
Score: -20590718.000000 Penalty: 5929.688965
	Iteration 10Q: 3 clusters Score -2.059072e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 120918 members 
Entering Unmasked Estep 
Score: -20591846.000000 Penalty: 5929.688965
	Iteration 11Q: 3 clusters Score -2.059185e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 123295 members 
Entering Unmasked Estep 
Score: -20592972.000000 Penalty: 5929.688965
	Iteration 12Q: 3 clusters Score -2.059297e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 125482 members 
Entering Unmasked Estep 
Score: -20593702.000000 Penalty: 5929.688965
	Iteration 13Q: 3 clusters Score -2.05937e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 127504 members 
Entering Unmasked Estep 
Score: -20594386.000000 Penalty: 5929.688965
	Iteration 14Q: 3 clusters Score -2.059439e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 129385 members 
Entering Unmasked Estep 
Score: -20595054.000000 Penalty: 5929.688965
	Iteration 15Q: 3 clusters Score -2.059505e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 131135 members 
Entering Unmasked Estep 
Score: -20595584.000000 Penalty: 5929.688965
	Iteration 16Q: 3 clusters Score -2.059558e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 132794 members 
Entering Unmasked Estep 
Score: -20596024.000000 Penalty: 5929.688965
	Iteration 17Q: 3 clusters Score -2.059602e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 134343 members 
Entering Unmasked Estep 
Score: -20596408.000000 Penalty: 5929.688965
	Iteration 18Q: 3 clusters Score -2.059641e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 135801 members 
Entering Unmasked Estep 
Score: -20596830.000000 Penalty: 5929.688965
	Iteration 19Q: 3 clusters Score -2.059683e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 137125 members 
Entering Unmasked Estep 
Score: -20597292.000000 Penalty: 5929.688965
	Iteration 20F: 3 clusters Score -2.059729e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 138400 members 
Entering Unmasked Estep 
Score: -20597550.000000 Penalty: 5929.688965
	Iteration 21Q: 3 clusters Score -2.059755e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 139567 members 
Entering Unmasked Estep 
Score: -20597888.000000 Penalty: 5929.688965
	Iteration 22Q: 3 clusters Score -2.059789e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 140611 members 
Entering Unmasked Estep 
Score: -20598198.000000 Penalty: 5929.688965
	Iteration 23Q: 3 clusters Score -2.05982e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 141622 members 
Entering Unmasked Estep 
Score: -20598530.000000 Penalty: 5929.688965
	Iteration 24Q: 3 clusters Score -2.059853e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 142567 members 
Entering Unmasked Estep 
Score: -20598848.000000 Penalty: 5929.688965
	Iteration 25Q: 3 clusters Score -2.059885e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 143389 members 
Entering Unmasked Estep 
Score: -20599120.000000 Penalty: 5929.688965
	Iteration 26Q: 3 clusters Score -2.059912e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 144138 members 
Entering Unmasked Estep 
Score: -20599362.000000 Penalty: 5929.688965
	Iteration 27Q: 3 clusters Score -2.059936e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 144835 members 
Entering Unmasked Estep 
Score: -20599530.000000 Penalty: 5929.688965
	Iteration 28Q: 3 clusters Score -2.059953e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 145475 members 
Entering Unmasked Estep 
Score: -20599660.000000 Penalty: 5929.688965
	Iteration 29Q: 3 clusters Score -2.059966e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 146034 members 
Entering Unmasked Estep 
Score: -20599776.000000 Penalty: 5929.688965
	Iteration 30Q: 3 clusters Score -2.059978e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 146538 members 
Entering Unmasked Estep 
Score: -20599896.000000 Penalty: 5929.688965
	Iteration 31Q: 3 clusters Score -2.05999e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 146982 members 
Entering Unmasked Estep 
Score: -20600080.000000 Penalty: 5929.688965
	Iteration 32Q: 3 clusters Score -2.060008e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 147411 members 
Entering Unmasked Estep 
Score: -20600204.000000 Penalty: 5929.688965
	Iteration 33Q: 3 clusters Score -2.06002e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 147810 members 
Entering Unmasked Estep 
Score: -20600266.000000 Penalty: 5929.688965
	Iteration 34Q: 3 clusters Score -2.060027e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 148151 members 
Entering Unmasked Estep 
Score: -20600354.000000 Penalty: 5929.688965
	Iteration 35Q: 3 clusters Score -2.060035e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 148456 members 
Entering Unmasked Estep 
Score: -20600360.000000 Penalty: 5929.688965
	Iteration 36Q: 3 clusters Score -2.060036e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 148713 members 
Entering Unmasked Estep 
Score: -20600500.000000 Penalty: 5929.688965
	Iteration 37Q: 3 clusters Score -2.06005e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 148932 members 
Entering Unmasked Estep 
Score: -20600508.000000 Penalty: 5929.688965
	Iteration 38Q: 3 clusters Score -2.060051e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 149133 members 
Entering Unmasked Estep 
Score: -20600524.000000 Penalty: 5929.688965
	Iteration 39Q: 3 clusters Score -2.060052e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 149278 members 
Entering Unmasked Estep 
Score: -20600516.000000 Penalty: 5929.688965
	Iteration 40F: 3 clusters Score -2.060052e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 149401 members 
Entering Unmasked Estep 
Score: -20600524.000000 Penalty: 5929.688965
	Iteration 41Q: 3 clusters Score -2.060052e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 149501 members 
Entering Unmasked Estep 
Score: -20600556.000000 Penalty: 5929.688965
	Iteration 42Q: 3 clusters Score -2.060056e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 149567 members 
Entering Unmasked Estep 
Score: -20600582.000000 Penalty: 5929.688965
	Iteration 43Q: 3 clusters Score -2.060058e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 149629 members 
Entering Unmasked Estep 
Score: -20600542.000000 Penalty: 5929.688965
	Iteration 44Q: 3 clusters Score -2.060054e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 149679 members 
Entering Unmasked Estep 
Score: -20600554.000000 Penalty: 5929.688965
	Iteration 45Q: 3 clusters Score -2.060055e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 149710 members 
Entering Unmasked Estep 
Score: -20600558.000000 Penalty: 5929.688965
	Iteration 46Q: 3 clusters Score -2.060056e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 149730 members 
Entering Unmasked Estep 
Score: -20600540.000000 Penalty: 5929.688965
	Iteration 47Q: 3 clusters Score -2.060054e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 149746 members 
Entering Unmasked Estep 
Score: -20600540.000000 Penalty: 5929.688965
	Iteration 48Q: 3 clusters Score -2.060054e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 149770 members 
Entering Unmasked Estep 
Score: -20600532.000000 Penalty: 5929.688965
	Iteration 49Q: 3 clusters Score -2.060053e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 149794 members 
Entering Unmasked Estep 
Score: -20600530.000000 Penalty: 5929.688965
	Iteration 50Q: 3 clusters Score -2.060053e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 149815 members 
Entering Unmasked Estep 
Score: -20600546.000000 Penalty: 5929.688965
	Iteration 51Q: 3 clusters Score -2.060055e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 149838 members 
Entering Unmasked Estep 
Score: -20600546.000000 Penalty: 5929.688965
	Iteration 52Q: 3 clusters Score -2.060055e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 149857 members 
Entering Unmasked Estep 
Score: -20600550.000000 Penalty: 5929.688965
	Iteration 53Q: 3 clusters Score -2.060055e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 149880 members 
Entering Unmasked Estep 
Score: -20600548.000000 Penalty: 5929.688965
	Iteration 54Q: 3 clusters Score -2.060055e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 149909 members 
Entering Unmasked Estep 
Score: -20600552.000000 Penalty: 5929.688965
	Iteration 55Q: 3 clusters Score -2.060055e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 149939 members 
Entering Unmasked Estep 
Score: -20600536.000000 Penalty: 5929.688965
	Iteration 56Q: 3 clusters Score -2.060054e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 149963 members 
Entering Unmasked Estep 
Score: -20600546.000000 Penalty: 5929.688965
	Iteration 57Q: 3 clusters Score -2.060055e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 149993 members 
Entering Unmasked Estep 
Score: -20600536.000000 Penalty: 5929.688965
	Iteration 58Q: 3 clusters Score -2.060054e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 150032 members 
Entering Unmasked Estep 
Score: -20600546.000000 Penalty: 5929.688965
	Iteration 59Q: 3 clusters Score -2.060055e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 150069 members 
Entering Unmasked Estep 
Score: -20600554.000000 Penalty: 5929.688965
	Iteration 60F: 3 clusters Score -2.060055e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 150107 members 
Entering Unmasked Estep 
Score: -20600532.000000 Penalty: 5929.688965
	Iteration 61Q: 3 clusters Score -2.060053e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 150129 members 
Entering Unmasked Estep 
Score: -20600522.000000 Penalty: 5929.688965
	Iteration 62Q: 3 clusters Score -2.060052e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 150149 members 
Entering Unmasked Estep 
Score: -20600524.000000 Penalty: 5929.688965
	Iteration 63Q: 3 clusters Score -2.060052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 150167 members 
Entering Unmasked Estep 
Score: -20600510.000000 Penalty: 5929.688965
	Iteration 64Q: 3 clusters Score -2.060051e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 150187 members 
Entering Unmasked Estep 
Score: -20600550.000000 Penalty: 5929.688965
	Iteration 65Q: 3 clusters Score -2.060055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 150199 members 
Entering Unmasked Estep 
Score: -20600572.000000 Penalty: 5929.688965
	Iteration 66Q: 3 clusters Score -2.060057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 150212 members 
Entering Unmasked Estep 
Score: -20600556.000000 Penalty: 5929.688965
	Iteration 67Q: 3 clusters Score -2.060056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 150222 members 
Entering Unmasked Estep 
Score: -20600566.000000 Penalty: 5929.688965
	Iteration 68Q: 3 clusters Score -2.060057e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 150233 members 
Entering Unmasked Estep 
Score: -20600556.000000 Penalty: 5929.688965
	Iteration 69Q: 3 clusters Score -2.060056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 150243 members 
Entering Unmasked Estep 
Score: -20600552.000000 Penalty: 5929.688965
	Iteration 70Q: 3 clusters Score -2.060055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 150251 members 
Entering Unmasked Estep 
Score: -20600560.000000 Penalty: 5929.688965
	Iteration 71Q: 3 clusters Score -2.060056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 150263 members 
Entering Unmasked Estep 
Score: -20600538.000000 Penalty: 5929.688965
	Iteration 72Q: 3 clusters Score -2.060054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 150272 members 
Entering Unmasked Estep 
Score: -20600528.000000 Penalty: 5929.688965
	Iteration 73Q: 3 clusters Score -2.060053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 150281 members 
Entering Unmasked Estep 
Score: -20600548.000000 Penalty: 5929.688965
	Iteration 74Q: 3 clusters Score -2.060055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 150289 members 
Entering Unmasked Estep 
Score: -20600550.000000 Penalty: 5929.688965
	Iteration 75Q: 3 clusters Score -2.060055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 150294 members 
Entering Unmasked Estep 
Score: -20600540.000000 Penalty: 5929.688965
	Iteration 76Q: 3 clusters Score -2.060054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 150298 members 
Entering Unmasked Estep 
Score: -20600554.000000 Penalty: 5929.688965
	Iteration 77Q: 3 clusters Score -2.060055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 150305 members 
Entering Unmasked Estep 
Score: -20600536.000000 Penalty: 5929.688965
	Iteration 78Q: 3 clusters Score -2.060054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 150310 members 
Entering Unmasked Estep 
Score: -20600550.000000 Penalty: 5929.688965
	Iteration 79Q: 3 clusters Score -2.060055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 150317 members 
Entering Unmasked Estep 
Score: -20600542.000000 Penalty: 5929.688965
	Iteration 80F: 3 clusters Score -2.060054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 150325 members 
Entering Unmasked Estep 
Score: -20600538.000000 Penalty: 5929.688965
	Iteration 81Q: 3 clusters Score -2.060054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 150333 members 
Entering Unmasked Estep 
Score: -20600548.000000 Penalty: 5929.688965
	Iteration 82Q: 3 clusters Score -2.060055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 150341 members 
Entering Unmasked Estep 
Score: -20600530.000000 Penalty: 5929.688965
	Iteration 83Q: 3 clusters Score -2.060053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 150346 members 
Entering Unmasked Estep 
Score: -20600550.000000 Penalty: 5929.688965
	Iteration 84Q: 3 clusters Score -2.060055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 150353 members 
Entering Unmasked Estep 
Score: -20600552.000000 Penalty: 5929.688965
	Iteration 85Q: 3 clusters Score -2.060055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 150360 members 
Entering Unmasked Estep 
Score: -20600558.000000 Penalty: 5929.688965
	Iteration 86Q: 3 clusters Score -2.060056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 150366 members 
Entering Unmasked Estep 
Score: -20600564.000000 Penalty: 5929.688965
	Iteration 87Q: 3 clusters Score -2.060056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 150372 members 
Entering Unmasked Estep 
Score: -20600560.000000 Penalty: 5929.688965
	Iteration 88Q: 3 clusters Score -2.060056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 150376 members 
Entering Unmasked Estep 
Score: -20600554.000000 Penalty: 5929.688965
	Iteration 89Q: 3 clusters Score -2.060055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 150380 members 
Entering Unmasked Estep 
Score: -20600554.000000 Penalty: 5929.688965
	Iteration 90Q: 3 clusters Score -2.060055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 150383 members 
Entering Unmasked Estep 
Score: -20600540.000000 Penalty: 5929.688965
	Iteration 91Q: 3 clusters Score -2.060054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 150387 members 
Entering Unmasked Estep 
Score: -20600560.000000 Penalty: 5929.688965
	Iteration 92Q: 3 clusters Score -2.060056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 150390 members 
Entering Unmasked Estep 
Score: -20600548.000000 Penalty: 5929.688965
	Iteration 93Q: 3 clusters Score -2.060055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 150392 members 
Entering Unmasked Estep 
Score: -20600554.000000 Penalty: 5929.688965
	Iteration 94Q: 3 clusters Score -2.060055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 150393 members 
Entering Unmasked Estep 
Score: -20600554.000000 Penalty: 5929.688965
	Iteration 95Q: 3 clusters Score -2.060055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 150392 members 
Entering Unmasked Estep 
Score: -20600562.000000 Penalty: 5929.688965
	Iteration 96Q: 3 clusters Score -2.060056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 150393 members 
Entering Unmasked Estep 
Score: -20600558.000000 Penalty: 5929.688965
	Iteration 97Q: 3 clusters Score -2.060056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 150393 members 
Entering Unmasked Estep 
Score: -20600558.000000 Penalty: 5929.688965
	Iteration 98F: 3 clusters Score -2.060056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Entering Unmasked Estep 
Score: -809203.312500 Penalty: 2172.786865
	Iteration 0F: 2 clusters Score -809203.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -803919.125000 Penalty: 4345.573730
	Iteration 0F: 3 clusters Score -803919.1 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -805441.437500 Penalty: 4345.573730
	Iteration 1F: 3 clusters Score -805441.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -805751.312500 Penalty: 4345.573730
	Iteration 2F: 3 clusters Score -805751.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -805980.937500 Penalty: 4345.573730
	Iteration 3F: 3 clusters Score -805980.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -806160.562500 Penalty: 4345.573730
	Iteration 4Q: 3 clusters Score -806160.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -806346.250000 Penalty: 4345.573730
	Iteration 5Q: 3 clusters Score -806346.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -806493.187500 Penalty: 4345.573730
	Iteration 6Q: 3 clusters Score -806493.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -806646.875000 Penalty: 4345.573730
	Iteration 7Q: 3 clusters Score -806646.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -806824.375000 Penalty: 4345.573730
	Iteration 8Q: 3 clusters Score -806824.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -806986.187500 Penalty: 4345.573730
	Iteration 9Q: 3 clusters Score -806986.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -807122.000000 Penalty: 4345.573730
	Iteration 10Q: 3 clusters Score -807122 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -807229.625000 Penalty: 4345.573730
	Iteration 11Q: 3 clusters Score -807229.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -807321.625000 Penalty: 4345.573730
	Iteration 12Q: 3 clusters Score -807321.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -807413.562500 Penalty: 4345.573730
	Iteration 13Q: 3 clusters Score -807413.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -807484.750000 Penalty: 4345.573730
	Iteration 14Q: 3 clusters Score -807484.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -807546.437500 Penalty: 4345.573730
	Iteration 15Q: 3 clusters Score -807546.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -807594.562500 Penalty: 4345.573730
	Iteration 16Q: 3 clusters Score -807594.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -807635.437500 Penalty: 4345.573730
	Iteration 17Q: 3 clusters Score -807635.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -807659.625000 Penalty: 4345.573730
	Iteration 18Q: 3 clusters Score -807659.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -807679.312500 Penalty: 4345.573730
	Iteration 19Q: 3 clusters Score -807679.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -807699.687500 Penalty: 4345.573730
	Iteration 20F: 3 clusters Score -807699.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -807715.812500 Penalty: 4345.573730
	Iteration 21Q: 3 clusters Score -807715.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -807728.625000 Penalty: 4345.573730
	Iteration 22Q: 3 clusters Score -807728.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -807740.812500 Penalty: 4345.573730
	Iteration 23Q: 3 clusters Score -807740.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -807749.125000 Penalty: 4345.573730
	Iteration 24Q: 3 clusters Score -807749.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -807757.562500 Penalty: 4345.573730
	Iteration 25Q: 3 clusters Score -807757.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -807760.437500 Penalty: 4345.573730
	Iteration 26Q: 3 clusters Score -807760.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -807762.125000 Penalty: 4345.573730
	Iteration 27Q: 3 clusters Score -807762.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -807763.312500 Penalty: 4345.573730
	Iteration 28Q: 3 clusters Score -807763.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -807764.687500 Penalty: 4345.573730
	Iteration 29Q: 3 clusters Score -807764.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -807763.562500 Penalty: 4345.573730
	Iteration 30Q: 3 clusters Score -807763.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -807767.750000 Penalty: 4345.573730
	Iteration 31Q: 3 clusters Score -807767.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -807768.312500 Penalty: 4345.573730
	Iteration 32Q: 3 clusters Score -807768.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -807766.875000 Penalty: 4345.573730
	Iteration 33Q: 3 clusters Score -807766.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -807768.000000 Penalty: 4345.573730
	Iteration 34Q: 3 clusters Score -807768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -807769.312500 Penalty: 4345.573730
	Iteration 35Q: 3 clusters Score -807769.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -807769.875000 Penalty: 4345.573730
	Iteration 36Q: 3 clusters Score -807769.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -807768.625000 Penalty: 4345.573730
	Iteration 37Q: 3 clusters Score -807768.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -807768.625000 Penalty: 4345.573730
	Iteration 38F: 3 clusters Score -807768.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (163235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163235 members 
Entering Unmasked Estep 
Score: -21721380.000000 Penalty: 2976.730469
	Iteration 0F: 2 clusters Score -2.172138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81673 members 
Mstep: Class 2 contains 81562 members 
Entering Unmasked Estep 
Score: -21616874.000000 Penalty: 5953.460938
	Iteration 0F: 3 clusters Score -2.161687e+07 nChanged 78347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82378 members 
Mstep: Class 2 contains 80857 members 
Entering Unmasked Estep 
Score: -21663084.000000 Penalty: 5953.460938
	Iteration 1F: 3 clusters Score -2.166308e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82140 members 
Mstep: Class 2 contains 81095 members 
Entering Unmasked Estep 
Score: -21664440.000000 Penalty: 5953.460938
	Iteration 2Q: 3 clusters Score -2.166444e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81647 members 
Mstep: Class 2 contains 81588 members 
Entering Unmasked Estep 
Score: -21666192.000000 Penalty: 5953.460938
	Iteration 3Q: 3 clusters Score -2.166619e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80864 members 
Mstep: Class 2 contains 82371 members 
Entering Unmasked Estep 
Score: -21668434.000000 Penalty: 5953.460938
	Iteration 4Q: 3 clusters Score -2.166843e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79612 members 
Mstep: Class 2 contains 83623 members 
Entering Unmasked Estep 
Score: -21671968.000000 Penalty: 5953.460938
	Iteration 5Q: 3 clusters Score -2.167197e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77869 members 
Mstep: Class 2 contains 85366 members 
Entering Unmasked Estep 
Score: -21677322.000000 Penalty: 5953.460938
	Iteration 6F: 3 clusters Score -2.167732e+07 nChanged 10278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75775 members 
Mstep: Class 2 contains 87460 members 
Entering Unmasked Estep 
Score: -21684980.000000 Penalty: 5953.460938
	Iteration 7F: 3 clusters Score -2.168498e+07 nChanged 10865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74140 members 
Mstep: Class 2 contains 89095 members 
Entering Unmasked Estep 
Score: -21693134.000000 Penalty: 5953.460938
	Iteration 8F: 3 clusters Score -2.169313e+07 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72960 members 
Mstep: Class 2 contains 90275 members 
Entering Unmasked Estep 
Score: -21699162.000000 Penalty: 5953.460938
	Iteration 9F: 3 clusters Score -2.169916e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72025 members 
Mstep: Class 2 contains 91210 members 
Entering Unmasked Estep 
Score: -21702242.000000 Penalty: 5953.460938
	Iteration 10Q: 3 clusters Score -2.170224e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71304 members 
Mstep: Class 2 contains 91931 members 
Entering Unmasked Estep 
Score: -21703962.000000 Penalty: 5953.460938
	Iteration 11Q: 3 clusters Score -2.170396e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70673 members 
Mstep: Class 2 contains 92562 members 
Entering Unmasked Estep 
Score: -21705184.000000 Penalty: 5953.460938
	Iteration 12Q: 3 clusters Score -2.170518e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70208 members 
Mstep: Class 2 contains 93027 members 
Entering Unmasked Estep 
Score: -21706262.000000 Penalty: 5953.460938
	Iteration 13Q: 3 clusters Score -2.170626e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69928 members 
Mstep: Class 2 contains 93307 members 
Entering Unmasked Estep 
Score: -21707444.000000 Penalty: 5953.460938
	Iteration 14Q: 3 clusters Score -2.170744e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69877 members 
Mstep: Class 2 contains 93358 members 
Entering Unmasked Estep 
Score: -21708380.000000 Penalty: 5953.460938
	Iteration 15Q: 3 clusters Score -2.170838e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70109 members 
Mstep: Class 2 contains 93126 members 
Entering Unmasked Estep 
Score: -21709434.000000 Penalty: 5953.460938
	Iteration 16Q: 3 clusters Score -2.170943e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70556 members 
Mstep: Class 2 contains 92679 members 
Entering Unmasked Estep 
Score: -21710102.000000 Penalty: 5953.460938
	Iteration 17Q: 3 clusters Score -2.17101e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71108 members 
Mstep: Class 2 contains 92127 members 
Entering Unmasked Estep 
Score: -21710598.000000 Penalty: 5953.460938
	Iteration 18Q: 3 clusters Score -2.17106e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71737 members 
Mstep: Class 2 contains 91498 members 
Entering Unmasked Estep 
Score: -21711074.000000 Penalty: 5953.460938
	Iteration 19Q: 3 clusters Score -2.171107e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72527 members 
Mstep: Class 2 contains 90708 members 
Entering Unmasked Estep 
Score: -21711556.000000 Penalty: 5953.460938
	Iteration 20F: 3 clusters Score -2.171156e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73434 members 
Mstep: Class 2 contains 89801 members 
Entering Unmasked Estep 
Score: -21712024.000000 Penalty: 5953.460938
	Iteration 21Q: 3 clusters Score -2.171202e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74370 members 
Mstep: Class 2 contains 88865 members 
Entering Unmasked Estep 
Score: -21712356.000000 Penalty: 5953.460938
	Iteration 22Q: 3 clusters Score -2.171236e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75297 members 
Mstep: Class 2 contains 87938 members 
Entering Unmasked Estep 
Score: -21712622.000000 Penalty: 5953.460938
	Iteration 23Q: 3 clusters Score -2.171262e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76199 members 
Mstep: Class 2 contains 87036 members 
Entering Unmasked Estep 
Score: -21712740.000000 Penalty: 5953.460938
	Iteration 24Q: 3 clusters Score -2.171274e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77075 members 
Mstep: Class 2 contains 86160 members 
Entering Unmasked Estep 
Score: -21712952.000000 Penalty: 5953.460938
	Iteration 25Q: 3 clusters Score -2.171295e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77879 members 
Mstep: Class 2 contains 85356 members 
Entering Unmasked Estep 
Score: -21713076.000000 Penalty: 5953.460938
	Iteration 26Q: 3 clusters Score -2.171308e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78672 members 
Mstep: Class 2 contains 84563 members 
Entering Unmasked Estep 
Score: -21713176.000000 Penalty: 5953.460938
	Iteration 27Q: 3 clusters Score -2.171318e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79414 members 
Mstep: Class 2 contains 83821 members 
Entering Unmasked Estep 
Score: -21713214.000000 Penalty: 5953.460938
	Iteration 28Q: 3 clusters Score -2.171321e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80135 members 
Mstep: Class 2 contains 83100 members 
Entering Unmasked Estep 
Score: -21713284.000000 Penalty: 5953.460938
	Iteration 29Q: 3 clusters Score -2.171328e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80818 members 
Mstep: Class 2 contains 82417 members 
Entering Unmasked Estep 
Score: -21713448.000000 Penalty: 5953.460938
	Iteration 30Q: 3 clusters Score -2.171345e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81471 members 
Mstep: Class 2 contains 81764 members 
Entering Unmasked Estep 
Score: -21713536.000000 Penalty: 5953.460938
	Iteration 31Q: 3 clusters Score -2.171354e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82120 members 
Mstep: Class 2 contains 81115 members 
Entering Unmasked Estep 
Score: -21713490.000000 Penalty: 5953.460938
	Iteration 32Q: 3 clusters Score -2.171349e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82792 members 
Mstep: Class 2 contains 80443 members 
Entering Unmasked Estep 
Score: -21713516.000000 Penalty: 5953.460938
	Iteration 33Q: 3 clusters Score -2.171352e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83396 members 
Mstep: Class 2 contains 79839 members 
Entering Unmasked Estep 
Score: -21713514.000000 Penalty: 5953.460938
	Iteration 34Q: 3 clusters Score -2.171351e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83959 members 
Mstep: Class 2 contains 79276 members 
Entering Unmasked Estep 
Score: -21713538.000000 Penalty: 5953.460938
	Iteration 35Q: 3 clusters Score -2.171354e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84516 members 
Mstep: Class 2 contains 78719 members 
Entering Unmasked Estep 
Score: -21713598.000000 Penalty: 5953.460938
	Iteration 36Q: 3 clusters Score -2.17136e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85068 members 
Mstep: Class 2 contains 78167 members 
Entering Unmasked Estep 
Score: -21713614.000000 Penalty: 5953.460938
	Iteration 37Q: 3 clusters Score -2.171361e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85632 members 
Mstep: Class 2 contains 77603 members 
Entering Unmasked Estep 
Score: -21713570.000000 Penalty: 5953.460938
	Iteration 38Q: 3 clusters Score -2.171357e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86184 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -21713680.000000 Penalty: 5953.460938
	Iteration 39Q: 3 clusters Score -2.171368e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86700 members 
Mstep: Class 2 contains 76535 members 
Entering Unmasked Estep 
Score: -21713702.000000 Penalty: 5953.460938
	Iteration 40F: 3 clusters Score -2.17137e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87175 members 
Mstep: Class 2 contains 76060 members 
Entering Unmasked Estep 
Score: -21713792.000000 Penalty: 5953.460938
	Iteration 41Q: 3 clusters Score -2.171379e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87626 members 
Mstep: Class 2 contains 75609 members 
Entering Unmasked Estep 
Score: -21713806.000000 Penalty: 5953.460938
	Iteration 42Q: 3 clusters Score -2.171381e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88074 members 
Mstep: Class 2 contains 75161 members 
Entering Unmasked Estep 
Score: -21713782.000000 Penalty: 5953.460938
	Iteration 43Q: 3 clusters Score -2.171378e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88541 members 
Mstep: Class 2 contains 74694 members 
Entering Unmasked Estep 
Score: -21713844.000000 Penalty: 5953.460938
	Iteration 44Q: 3 clusters Score -2.171384e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89024 members 
Mstep: Class 2 contains 74211 members 
Entering Unmasked Estep 
Score: -21713898.000000 Penalty: 5953.460938
	Iteration 45Q: 3 clusters Score -2.17139e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89514 members 
Mstep: Class 2 contains 73721 members 
Entering Unmasked Estep 
Score: -21713868.000000 Penalty: 5953.460938
	Iteration 46Q: 3 clusters Score -2.171387e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90016 members 
Mstep: Class 2 contains 73219 members 
Entering Unmasked Estep 
Score: -21713888.000000 Penalty: 5953.460938
	Iteration 47Q: 3 clusters Score -2.171389e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90496 members 
Mstep: Class 2 contains 72739 members 
Entering Unmasked Estep 
Score: -21713878.000000 Penalty: 5953.460938
	Iteration 48Q: 3 clusters Score -2.171388e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90901 members 
Mstep: Class 2 contains 72334 members 
Entering Unmasked Estep 
Score: -21713874.000000 Penalty: 5953.460938
	Iteration 49Q: 3 clusters Score -2.171387e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91310 members 
Mstep: Class 2 contains 71925 members 
Entering Unmasked Estep 
Score: -21713904.000000 Penalty: 5953.460938
	Iteration 50Q: 3 clusters Score -2.17139e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91686 members 
Mstep: Class 2 contains 71549 members 
Entering Unmasked Estep 
Score: -21713912.000000 Penalty: 5953.460938
	Iteration 51Q: 3 clusters Score -2.171391e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92048 members 
Mstep: Class 2 contains 71187 members 
Entering Unmasked Estep 
Score: -21713990.000000 Penalty: 5953.460938
	Iteration 52Q: 3 clusters Score -2.171399e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92397 members 
Mstep: Class 2 contains 70838 members 
Entering Unmasked Estep 
Score: -21713996.000000 Penalty: 5953.460938
	Iteration 53Q: 3 clusters Score -2.1714e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92776 members 
Mstep: Class 2 contains 70459 members 
Entering Unmasked Estep 
Score: -21714004.000000 Penalty: 5953.460938
	Iteration 54Q: 3 clusters Score -2.1714e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93152 members 
Mstep: Class 2 contains 70083 members 
Entering Unmasked Estep 
Score: -21714026.000000 Penalty: 5953.460938
	Iteration 55Q: 3 clusters Score -2.171403e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93508 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
Score: -21714000.000000 Penalty: 5953.460938
	Iteration 56Q: 3 clusters Score -2.1714e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93853 members 
Mstep: Class 2 contains 69382 members 
Entering Unmasked Estep 
Score: -21714004.000000 Penalty: 5953.460938
	Iteration 57Q: 3 clusters Score -2.1714e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94168 members 
Mstep: Class 2 contains 69067 members 
Entering Unmasked Estep 
Score: -21714008.000000 Penalty: 5953.460938
	Iteration 58Q: 3 clusters Score -2.171401e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94483 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -21714024.000000 Penalty: 5953.460938
	Iteration 59Q: 3 clusters Score -2.171402e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94824 members 
Mstep: Class 2 contains 68411 members 
Entering Unmasked Estep 
Score: -21713992.000000 Penalty: 5953.460938
	Iteration 60F: 3 clusters Score -2.171399e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95158 members 
Mstep: Class 2 contains 68077 members 
Entering Unmasked Estep 
Score: -21714008.000000 Penalty: 5953.460938
	Iteration 61Q: 3 clusters Score -2.171401e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95489 members 
Mstep: Class 2 contains 67746 members 
Entering Unmasked Estep 
Score: -21714006.000000 Penalty: 5953.460938
	Iteration 62Q: 3 clusters Score -2.171401e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95797 members 
Mstep: Class 2 contains 67438 members 
Entering Unmasked Estep 
Score: -21714056.000000 Penalty: 5953.460938
	Iteration 63Q: 3 clusters Score -2.171406e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96106 members 
Mstep: Class 2 contains 67129 members 
Entering Unmasked Estep 
Score: -21714066.000000 Penalty: 5953.460938
	Iteration 64Q: 3 clusters Score -2.171407e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96399 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -21714076.000000 Penalty: 5953.460938
	Iteration 65Q: 3 clusters Score -2.171408e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96692 members 
Mstep: Class 2 contains 66543 members 
Entering Unmasked Estep 
Score: -21714080.000000 Penalty: 5953.460938
	Iteration 66Q: 3 clusters Score -2.171408e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96980 members 
Mstep: Class 2 contains 66255 members 
Entering Unmasked Estep 
Score: -21714052.000000 Penalty: 5953.460938
	Iteration 67Q: 3 clusters Score -2.171405e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97219 members 
Mstep: Class 2 contains 66016 members 
Entering Unmasked Estep 
Score: -21714016.000000 Penalty: 5953.460938
	Iteration 68Q: 3 clusters Score -2.171402e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97438 members 
Mstep: Class 2 contains 65797 members 
Entering Unmasked Estep 
Score: -21713996.000000 Penalty: 5953.460938
	Iteration 69Q: 3 clusters Score -2.1714e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97656 members 
Mstep: Class 2 contains 65579 members 
Entering Unmasked Estep 
Score: -21713926.000000 Penalty: 5953.460938
	Iteration 70Q: 3 clusters Score -2.171393e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97884 members 
Mstep: Class 2 contains 65351 members 
Entering Unmasked Estep 
Score: -21713976.000000 Penalty: 5953.460938
	Iteration 71Q: 3 clusters Score -2.171398e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98074 members 
Mstep: Class 2 contains 65161 members 
Entering Unmasked Estep 
Score: -21714010.000000 Penalty: 5953.460938
	Iteration 72Q: 3 clusters Score -2.171401e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98258 members 
Mstep: Class 2 contains 64977 members 
Entering Unmasked Estep 
Score: -21714020.000000 Penalty: 5953.460938
	Iteration 73Q: 3 clusters Score -2.171402e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98461 members 
Mstep: Class 2 contains 64774 members 
Entering Unmasked Estep 
Score: -21714052.000000 Penalty: 5953.460938
	Iteration 74Q: 3 clusters Score -2.171405e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98643 members 
Mstep: Class 2 contains 64592 members 
Entering Unmasked Estep 
Score: -21714040.000000 Penalty: 5953.460938
	Iteration 75Q: 3 clusters Score -2.171404e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98816 members 
Mstep: Class 2 contains 64419 members 
Entering Unmasked Estep 
Score: -21714068.000000 Penalty: 5953.460938
	Iteration 76Q: 3 clusters Score -2.171407e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98994 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -21714058.000000 Penalty: 5953.460938
	Iteration 77Q: 3 clusters Score -2.171406e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99149 members 
Mstep: Class 2 contains 64086 members 
Entering Unmasked Estep 
Score: -21714030.000000 Penalty: 5953.460938
	Iteration 78Q: 3 clusters Score -2.171403e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99282 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -21714068.000000 Penalty: 5953.460938
	Iteration 79Q: 3 clusters Score -2.171407e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99394 members 
Mstep: Class 2 contains 63841 members 
Entering Unmasked Estep 
Score: -21714038.000000 Penalty: 5953.460938
	Iteration 80F: 3 clusters Score -2.171404e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99516 members 
Mstep: Class 2 contains 63719 members 
Entering Unmasked Estep 
Score: -21714036.000000 Penalty: 5953.460938
	Iteration 81Q: 3 clusters Score -2.171404e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99640 members 
Mstep: Class 2 contains 63595 members 
Entering Unmasked Estep 
Score: -21714074.000000 Penalty: 5953.460938
	Iteration 82Q: 3 clusters Score -2.171407e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99749 members 
Mstep: Class 2 contains 63486 members 
Entering Unmasked Estep 
Score: -21714110.000000 Penalty: 5953.460938
	Iteration 83Q: 3 clusters Score -2.171411e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99877 members 
Mstep: Class 2 contains 63358 members 
Entering Unmasked Estep 
Score: -21714060.000000 Penalty: 5953.460938
	Iteration 84Q: 3 clusters Score -2.171406e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99984 members 
Mstep: Class 2 contains 63251 members 
Entering Unmasked Estep 
Score: -21714078.000000 Penalty: 5953.460938
	Iteration 85Q: 3 clusters Score -2.171408e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100093 members 
Mstep: Class 2 contains 63142 members 
Entering Unmasked Estep 
Score: -21714050.000000 Penalty: 5953.460938
	Iteration 86Q: 3 clusters Score -2.171405e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100203 members 
Mstep: Class 2 contains 63032 members 
Entering Unmasked Estep 
Score: -21714038.000000 Penalty: 5953.460938
	Iteration 87Q: 3 clusters Score -2.171404e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100300 members 
Mstep: Class 2 contains 62935 members 
Entering Unmasked Estep 
Score: -21714034.000000 Penalty: 5953.460938
	Iteration 88Q: 3 clusters Score -2.171403e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100398 members 
Mstep: Class 2 contains 62837 members 
Entering Unmasked Estep 
Score: -21714026.000000 Penalty: 5953.460938
	Iteration 89Q: 3 clusters Score -2.171403e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100505 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -21714060.000000 Penalty: 5953.460938
	Iteration 90Q: 3 clusters Score -2.171406e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100602 members 
Mstep: Class 2 contains 62633 members 
Entering Unmasked Estep 
Score: -21714088.000000 Penalty: 5953.460938
	Iteration 91Q: 3 clusters Score -2.171409e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100709 members 
Mstep: Class 2 contains 62526 members 
Entering Unmasked Estep 
Score: -21714082.000000 Penalty: 5953.460938
	Iteration 92Q: 3 clusters Score -2.171408e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100827 members 
Mstep: Class 2 contains 62408 members 
Entering Unmasked Estep 
Score: -21714050.000000 Penalty: 5953.460938
	Iteration 93Q: 3 clusters Score -2.171405e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100948 members 
Mstep: Class 2 contains 62287 members 
Entering Unmasked Estep 
Score: -21714056.000000 Penalty: 5953.460938
	Iteration 94Q: 3 clusters Score -2.171406e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101066 members 
Mstep: Class 2 contains 62169 members 
Entering Unmasked Estep 
Score: -21714036.000000 Penalty: 5953.460938
	Iteration 95Q: 3 clusters Score -2.171404e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101160 members 
Mstep: Class 2 contains 62075 members 
Entering Unmasked Estep 
Score: -21714066.000000 Penalty: 5953.460938
	Iteration 96Q: 3 clusters Score -2.171407e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101236 members 
Mstep: Class 2 contains 61999 members 
Entering Unmasked Estep 
Score: -21714032.000000 Penalty: 5953.460938
	Iteration 97Q: 3 clusters Score -2.171403e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101327 members 
Mstep: Class 2 contains 61908 members 
Entering Unmasked Estep 
Score: -21714032.000000 Penalty: 5953.460938
	Iteration 98Q: 3 clusters Score -2.171403e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101417 members 
Mstep: Class 2 contains 61818 members 
Entering Unmasked Estep 
Score: -21714026.000000 Penalty: 5953.460938
	Iteration 99Q: 3 clusters Score -2.171403e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101519 members 
Mstep: Class 2 contains 61716 members 
Entering Unmasked Estep 
Score: -21714012.000000 Penalty: 5953.460938
	Iteration 100F: 3 clusters Score -2.171401e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101612 members 
Mstep: Class 2 contains 61623 members 
Entering Unmasked Estep 
Score: -21713986.000000 Penalty: 5953.460938
	Iteration 101Q: 3 clusters Score -2.171399e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101693 members 
Mstep: Class 2 contains 61542 members 
Entering Unmasked Estep 
Score: -21714026.000000 Penalty: 5953.460938
	Iteration 102Q: 3 clusters Score -2.171403e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101779 members 
Mstep: Class 2 contains 61456 members 
Entering Unmasked Estep 
Score: -21714040.000000 Penalty: 5953.460938
	Iteration 103Q: 3 clusters Score -2.171404e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101845 members 
Mstep: Class 2 contains 61390 members 
Entering Unmasked Estep 
Score: -21714026.000000 Penalty: 5953.460938
	Iteration 104Q: 3 clusters Score -2.171403e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101907 members 
Mstep: Class 2 contains 61328 members 
Entering Unmasked Estep 
Score: -21714008.000000 Penalty: 5953.460938
	Iteration 105Q: 3 clusters Score -2.171401e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101967 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
Score: -21714000.000000 Penalty: 5953.460938
	Iteration 106Q: 3 clusters Score -2.1714e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102017 members 
Mstep: Class 2 contains 61218 members 
Entering Unmasked Estep 
Score: -21714000.000000 Penalty: 5953.460938
	Iteration 107Q: 3 clusters Score -2.1714e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102061 members 
Mstep: Class 2 contains 61174 members 
Entering Unmasked Estep 
Score: -21714000.000000 Penalty: 5953.460938
	Iteration 108Q: 3 clusters Score -2.1714e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102105 members 
Mstep: Class 2 contains 61130 members 
Entering Unmasked Estep 
Score: -21714004.000000 Penalty: 5953.460938
	Iteration 109Q: 3 clusters Score -2.1714e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102151 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -21714012.000000 Penalty: 5953.460938
	Iteration 110Q: 3 clusters Score -2.171401e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102208 members 
Mstep: Class 2 contains 61027 members 
Entering Unmasked Estep 
Score: -21714024.000000 Penalty: 5953.460938
	Iteration 111Q: 3 clusters Score -2.171402e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102259 members 
Mstep: Class 2 contains 60976 members 
Entering Unmasked Estep 
Score: -21714048.000000 Penalty: 5953.460938
	Iteration 112Q: 3 clusters Score -2.171405e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102315 members 
Mstep: Class 2 contains 60920 members 
Entering Unmasked Estep 
Score: -21714044.000000 Penalty: 5953.460938
	Iteration 113Q: 3 clusters Score -2.171404e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102354 members 
Mstep: Class 2 contains 60881 members 
Entering Unmasked Estep 
Score: -21714042.000000 Penalty: 5953.460938
	Iteration 114Q: 3 clusters Score -2.171404e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102389 members 
Mstep: Class 2 contains 60846 members 
Entering Unmasked Estep 
Score: -21714044.000000 Penalty: 5953.460938
	Iteration 115Q: 3 clusters Score -2.171404e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102412 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -21714042.000000 Penalty: 5953.460938
	Iteration 116Q: 3 clusters Score -2.171404e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102431 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -21714042.000000 Penalty: 5953.460938
	Iteration 117Q: 3 clusters Score -2.171404e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102444 members 
Mstep: Class 2 contains 60791 members 
Entering Unmasked Estep 
Score: -21714046.000000 Penalty: 5953.460938
	Iteration 118Q: 3 clusters Score -2.171405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102453 members 
Mstep: Class 2 contains 60782 members 
Entering Unmasked Estep 
Score: -21714040.000000 Penalty: 5953.460938
	Iteration 119Q: 3 clusters Score -2.171404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102460 members 
Mstep: Class 2 contains 60775 members 
Entering Unmasked Estep 
Score: -21714064.000000 Penalty: 5953.460938
	Iteration 120F: 3 clusters Score -2.171406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102464 members 
Mstep: Class 2 contains 60771 members 
Entering Unmasked Estep 
Score: -21714060.000000 Penalty: 5953.460938
	Iteration 121Q: 3 clusters Score -2.171406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102466 members 
Mstep: Class 2 contains 60769 members 
Entering Unmasked Estep 
Score: -21714050.000000 Penalty: 5953.460938
	Iteration 122Q: 3 clusters Score -2.171405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102468 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -21714050.000000 Penalty: 5953.460938
	Iteration 123Q: 3 clusters Score -2.171405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102473 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -21714056.000000 Penalty: 5953.460938
	Iteration 124Q: 3 clusters Score -2.171406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102476 members 
Mstep: Class 2 contains 60759 members 
Entering Unmasked Estep 
Score: -21714052.000000 Penalty: 5953.460938
	Iteration 125Q: 3 clusters Score -2.171405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102482 members 
Mstep: Class 2 contains 60753 members 
Entering Unmasked Estep 
Score: -21714066.000000 Penalty: 5953.460938
	Iteration 126Q: 3 clusters Score -2.171407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102484 members 
Mstep: Class 2 contains 60751 members 
Entering Unmasked Estep 
Score: -21714054.000000 Penalty: 5953.460938
	Iteration 127Q: 3 clusters Score -2.171405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102489 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -21714052.000000 Penalty: 5953.460938
	Iteration 128Q: 3 clusters Score -2.171405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102494 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -21714060.000000 Penalty: 5953.460938
	Iteration 129Q: 3 clusters Score -2.171406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102501 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -21714058.000000 Penalty: 5953.460938
	Iteration 130Q: 3 clusters Score -2.171406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102507 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -21714058.000000 Penalty: 5953.460938
	Iteration 131Q: 3 clusters Score -2.171406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102510 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -21714058.000000 Penalty: 5953.460938
	Iteration 132Q: 3 clusters Score -2.171406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102518 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -21714052.000000 Penalty: 5953.460938
	Iteration 133Q: 3 clusters Score -2.171405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102527 members 
Mstep: Class 2 contains 60708 members 
Entering Unmasked Estep 
Score: -21714044.000000 Penalty: 5953.460938
	Iteration 134Q: 3 clusters Score -2.171404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102534 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -21714034.000000 Penalty: 5953.460938
	Iteration 135Q: 3 clusters Score -2.171403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102539 members 
Mstep: Class 2 contains 60696 members 
Entering Unmasked Estep 
Score: -21714046.000000 Penalty: 5953.460938
	Iteration 136Q: 3 clusters Score -2.171405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102541 members 
Mstep: Class 2 contains 60694 members 
Entering Unmasked Estep 
Score: -21714050.000000 Penalty: 5953.460938
	Iteration 137Q: 3 clusters Score -2.171405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102542 members 
Mstep: Class 2 contains 60693 members 
Entering Unmasked Estep 
Score: -21714054.000000 Penalty: 5953.460938
	Iteration 138Q: 3 clusters Score -2.171405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102542 members 
Mstep: Class 2 contains 60693 members 
Entering Unmasked Estep 
Score: -21714054.000000 Penalty: 5953.460938
	Iteration 139F: 3 clusters Score -2.171405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (98550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98550 members 
Entering Unmasked Estep 
Score: -13246745.000000 Penalty: 2851.583252
	Iteration 0F: 2 clusters Score -1.324674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -13180958.000000 Penalty: 5703.166504
	Iteration 0F: 3 clusters Score -1.318096e+07 nChanged 46624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
Score: -13207319.000000 Penalty: 5703.166504
	Iteration 1F: 3 clusters Score -1.320732e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -13208095.000000 Penalty: 5703.166504
	Iteration 2Q: 3 clusters Score -1.32081e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 49681 members 
Entering Unmasked Estep 
Score: -13209034.000000 Penalty: 5703.166504
	Iteration 3Q: 3 clusters Score -1.320903e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -13209955.000000 Penalty: 5703.166504
	Iteration 4Q: 3 clusters Score -1.320996e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 50721 members 
Entering Unmasked Estep 
Score: -13211052.000000 Penalty: 5703.166504
	Iteration 5Q: 3 clusters Score -1.321105e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -13212412.000000 Penalty: 5703.166504
	Iteration 6Q: 3 clusters Score -1.321241e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -13213868.000000 Penalty: 5703.166504
	Iteration 7Q: 3 clusters Score -1.321387e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -13215107.000000 Penalty: 5703.166504
	Iteration 8Q: 3 clusters Score -1.321511e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -13216329.000000 Penalty: 5703.166504
	Iteration 9Q: 3 clusters Score -1.321633e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -13217509.000000 Penalty: 5703.166504
	Iteration 10Q: 3 clusters Score -1.321751e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 57377 members 
Entering Unmasked Estep 
Score: -13218449.000000 Penalty: 5703.166504
	Iteration 11Q: 3 clusters Score -1.321845e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 59261 members 
Entering Unmasked Estep 
Score: -13219422.000000 Penalty: 5703.166504
	Iteration 12Q: 3 clusters Score -1.321942e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
Score: -13220379.000000 Penalty: 5703.166504
	Iteration 13Q: 3 clusters Score -1.322038e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 64511 members 
Entering Unmasked Estep 
Score: -13221538.000000 Penalty: 5703.166504
	Iteration 14Q: 3 clusters Score -1.322154e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 68119 members 
Entering Unmasked Estep 
Score: -13223164.000000 Penalty: 5703.166504
	Iteration 15Q: 3 clusters Score -1.322316e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 72453 members 
Entering Unmasked Estep 
Score: -13225287.000000 Penalty: 5703.166504
	Iteration 16Q: 3 clusters Score -1.322529e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 77499 members 
Entering Unmasked Estep 
Score: -13228148.000000 Penalty: 5703.166504
	Iteration 17F: 3 clusters Score -1.322815e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 83000 members 
Entering Unmasked Estep 
Score: -13231893.000000 Penalty: 5703.166504
	Iteration 18F: 3 clusters Score -1.323189e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 88346 members 
Entering Unmasked Estep 
Score: -13236044.000000 Penalty: 5703.166504
	Iteration 19F: 3 clusters Score -1.323604e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 92767 members 
Entering Unmasked Estep 
Score: -13239655.000000 Penalty: 5703.166504
	Iteration 20F: 3 clusters Score -1.323966e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 95655 members 
Entering Unmasked Estep 
Score: -13241976.000000 Penalty: 5703.166504
	Iteration 21Q: 3 clusters Score -1.324198e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 97172 members 
Entering Unmasked Estep 
Score: -13243127.000000 Penalty: 5703.166504
	Iteration 22Q: 3 clusters Score -1.324313e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 97824 members 
Entering Unmasked Estep 
Score: -13243702.000000 Penalty: 5703.166504
	Iteration 23Q: 3 clusters Score -1.32437e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 98078 members 
Entering Unmasked Estep 
Score: -13243977.000000 Penalty: 5703.166504
	Iteration 24Q: 3 clusters Score -1.324398e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 98164 members 
Entering Unmasked Estep 
Score: -13244091.000000 Penalty: 5703.166504
	Iteration 25Q: 3 clusters Score -1.324409e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 98199 members 
Entering Unmasked Estep 
Score: -13244147.000000 Penalty: 5703.166504
	Iteration 26Q: 3 clusters Score -1.324415e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 98223 members 
Entering Unmasked Estep 
Score: -13244188.000000 Penalty: 5703.166504
	Iteration 27Q: 3 clusters Score -1.324419e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 98237 members 
Entering Unmasked Estep 
Score: -13244201.000000 Penalty: 5703.166504
	Iteration 28Q: 3 clusters Score -1.32442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 98246 members 
Entering Unmasked Estep 
Score: -13244226.000000 Penalty: 5703.166504
	Iteration 29Q: 3 clusters Score -1.324423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 98252 members 
Entering Unmasked Estep 
Score: -13244222.000000 Penalty: 5703.166504
	Iteration 30Q: 3 clusters Score -1.324422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 98257 members 
Entering Unmasked Estep 
Score: -13244236.000000 Penalty: 5703.166504
	Iteration 31Q: 3 clusters Score -1.324424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 98255 members 
Entering Unmasked Estep 
Score: -13244248.000000 Penalty: 5703.166504
	Iteration 32Q: 3 clusters Score -1.324425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 98255 members 
Entering Unmasked Estep 
Score: -13244252.000000 Penalty: 5703.166504
	Iteration 33Q: 3 clusters Score -1.324425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 98257 members 
Entering Unmasked Estep 
Score: -13244261.000000 Penalty: 5703.166504
	Iteration 34Q: 3 clusters Score -1.324426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 98256 members 
Entering Unmasked Estep 
Score: -13244255.000000 Penalty: 5703.166504
	Iteration 35Q: 3 clusters Score -1.324426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 98258 members 
Entering Unmasked Estep 
Score: -13244252.000000 Penalty: 5703.166504
	Iteration 36Q: 3 clusters Score -1.324425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 98257 members 
Entering Unmasked Estep 
Score: -13244262.000000 Penalty: 5703.166504
	Iteration 37Q: 3 clusters Score -1.324426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 98256 members 
Entering Unmasked Estep 
Score: -13244257.000000 Penalty: 5703.166504
	Iteration 38Q: 3 clusters Score -1.324426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 98258 members 
Entering Unmasked Estep 
Score: -13244266.000000 Penalty: 5703.166504
	Iteration 39Q: 3 clusters Score -1.324427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 98259 members 
Entering Unmasked Estep 
Score: -13244268.000000 Penalty: 5703.166504
	Iteration 40F: 3 clusters Score -1.324427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 98263 members 
Entering Unmasked Estep 
Score: -13244274.000000 Penalty: 5703.166504
	Iteration 41Q: 3 clusters Score -1.324427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 98267 members 
Entering Unmasked Estep 
Score: -13244279.000000 Penalty: 5703.166504
	Iteration 42Q: 3 clusters Score -1.324428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 98269 members 
Entering Unmasked Estep 
Score: -13244287.000000 Penalty: 5703.166504
	Iteration 43Q: 3 clusters Score -1.324429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 98271 members 
Entering Unmasked Estep 
Score: -13244299.000000 Penalty: 5703.166504
	Iteration 44Q: 3 clusters Score -1.32443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 98273 members 
Entering Unmasked Estep 
Score: -13244305.000000 Penalty: 5703.166504
	Iteration 45Q: 3 clusters Score -1.32443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 98274 members 
Entering Unmasked Estep 
Score: -13244305.000000 Penalty: 5703.166504
	Iteration 46Q: 3 clusters Score -1.32443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 98275 members 
Entering Unmasked Estep 
Score: -13244311.000000 Penalty: 5703.166504
	Iteration 47Q: 3 clusters Score -1.324431e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 98275 members 
Entering Unmasked Estep 
Score: -13244311.000000 Penalty: 5703.166504
	Iteration 48F: 3 clusters Score -1.324431e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (118635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118635 members 
Entering Unmasked Estep 
Score: -16073511.000000 Penalty: 2897.583984
	Iteration 0F: 2 clusters Score -1.607351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 59489 members 
Entering Unmasked Estep 
Score: -15994377.000000 Penalty: 5795.167969
	Iteration 0F: 3 clusters Score -1.599438e+07 nChanged 56249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57743 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -16026284.000000 Penalty: 5795.167969
	Iteration 1F: 3 clusters Score -1.602628e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56694 members 
Mstep: Class 2 contains 61941 members 
Entering Unmasked Estep 
Score: -16026985.000000 Penalty: 5795.167969
	Iteration 2Q: 3 clusters Score -1.602698e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55253 members 
Mstep: Class 2 contains 63382 members 
Entering Unmasked Estep 
Score: -16027713.000000 Penalty: 5795.167969
	Iteration 3Q: 3 clusters Score -1.602771e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 65613 members 
Entering Unmasked Estep 
Score: -16028672.000000 Penalty: 5795.167969
	Iteration 4Q: 3 clusters Score -1.602867e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49696 members 
Mstep: Class 2 contains 68939 members 
Entering Unmasked Estep 
Score: -16030195.000000 Penalty: 5795.167969
	Iteration 5Q: 3 clusters Score -1.60302e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 73938 members 
Entering Unmasked Estep 
Score: -16032870.000000 Penalty: 5795.167969
	Iteration 6Q: 3 clusters Score -1.603287e+07 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 80976 members 
Entering Unmasked Estep 
Score: -16037259.000000 Penalty: 5795.167969
	Iteration 7F: 3 clusters Score -1.603726e+07 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 90030 members 
Entering Unmasked Estep 
Score: -16044538.000000 Penalty: 5795.167969
	Iteration 8F: 3 clusters Score -1.604454e+07 nChanged 9966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 99962 members 
Entering Unmasked Estep 
Score: -16053649.000000 Penalty: 5795.167969
	Iteration 9F: 3 clusters Score -1.605365e+07 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 108382 members 
Entering Unmasked Estep 
Score: -16061698.000000 Penalty: 5795.167969
	Iteration 10F: 3 clusters Score -1.60617e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 113684 members 
Entering Unmasked Estep 
Score: -16066768.000000 Penalty: 5795.167969
	Iteration 11Q: 3 clusters Score -1.606677e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 116270 members 
Entering Unmasked Estep 
Score: -16069206.000000 Penalty: 5795.167969
	Iteration 12Q: 3 clusters Score -1.606921e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 117358 members 
Entering Unmasked Estep 
Score: -16070223.000000 Penalty: 5795.167969
	Iteration 13Q: 3 clusters Score -1.607022e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 117770 members 
Entering Unmasked Estep 
Score: -16070631.000000 Penalty: 5795.167969
	Iteration 14Q: 3 clusters Score -1.607063e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 117958 members 
Entering Unmasked Estep 
Score: -16070810.000000 Penalty: 5795.167969
	Iteration 15Q: 3 clusters Score -1.607081e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 118060 members 
Entering Unmasked Estep 
Score: -16070930.000000 Penalty: 5795.167969
	Iteration 16Q: 3 clusters Score -1.607093e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 118121 members 
Entering Unmasked Estep 
Score: -16070968.000000 Penalty: 5795.167969
	Iteration 17Q: 3 clusters Score -1.607097e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 118150 members 
Entering Unmasked Estep 
Score: -16071002.000000 Penalty: 5795.167969
	Iteration 18Q: 3 clusters Score -1.6071e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 118162 members 
Entering Unmasked Estep 
Score: -16071041.000000 Penalty: 5795.167969
	Iteration 19Q: 3 clusters Score -1.607104e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 118166 members 
Entering Unmasked Estep 
Score: -16071053.000000 Penalty: 5795.167969
	Iteration 20F: 3 clusters Score -1.607105e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 118172 members 
Entering Unmasked Estep 
Score: -16071050.000000 Penalty: 5795.167969
	Iteration 21Q: 3 clusters Score -1.607105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 118181 members 
Entering Unmasked Estep 
Score: -16071076.000000 Penalty: 5795.167969
	Iteration 22Q: 3 clusters Score -1.607108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 118186 members 
Entering Unmasked Estep 
Score: -16071069.000000 Penalty: 5795.167969
	Iteration 23Q: 3 clusters Score -1.607107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 118189 members 
Entering Unmasked Estep 
Score: -16071075.000000 Penalty: 5795.167969
	Iteration 24Q: 3 clusters Score -1.607108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 118189 members 
Entering Unmasked Estep 
Score: -16071071.000000 Penalty: 5795.167969
	Iteration 25Q: 3 clusters Score -1.607107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 118192 members 
Entering Unmasked Estep 
Score: -16071079.000000 Penalty: 5795.167969
	Iteration 26Q: 3 clusters Score -1.607108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 118196 members 
Entering Unmasked Estep 
Score: -16071088.000000 Penalty: 5795.167969
	Iteration 27Q: 3 clusters Score -1.607109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 118202 members 
Entering Unmasked Estep 
Score: -16071077.000000 Penalty: 5795.167969
	Iteration 28Q: 3 clusters Score -1.607108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 118204 members 
Entering Unmasked Estep 
Score: -16071070.000000 Penalty: 5795.167969
	Iteration 29Q: 3 clusters Score -1.607107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 118203 members 
Entering Unmasked Estep 
Score: -16071078.000000 Penalty: 5795.167969
	Iteration 30Q: 3 clusters Score -1.607108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 118204 members 
Entering Unmasked Estep 
Score: -16071074.000000 Penalty: 5795.167969
	Iteration 31Q: 3 clusters Score -1.607107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 118204 members 
Entering Unmasked Estep 
Score: -16071074.000000 Penalty: 5795.167969
	Iteration 32F: 3 clusters Score -1.607107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (90282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90282 members 
Entering Unmasked Estep 
Score: -12034522.000000 Penalty: 2829.851807
	Iteration 0F: 2 clusters Score -1.203452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -11974156.000000 Penalty: 5659.703613
	Iteration 0F: 3 clusters Score -1.197416e+07 nChanged 42731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -11998366.000000 Penalty: 5659.703613
	Iteration 1F: 3 clusters Score -1.199837e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -11999508.000000 Penalty: 5659.703613
	Iteration 2Q: 3 clusters Score -1.199951e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 49145 members 
Entering Unmasked Estep 
Score: -12000968.000000 Penalty: 5659.703613
	Iteration 3Q: 3 clusters Score -1.200097e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -12003074.000000 Penalty: 5659.703613
	Iteration 4Q: 3 clusters Score -1.200307e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -12005580.000000 Penalty: 5659.703613
	Iteration 5Q: 3 clusters Score -1.200558e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -12008742.000000 Penalty: 5659.703613
	Iteration 6F: 3 clusters Score -1.200874e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 57821 members 
Entering Unmasked Estep 
Score: -12012347.000000 Penalty: 5659.703613
	Iteration 7F: 3 clusters Score -1.201235e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 59768 members 
Entering Unmasked Estep 
Score: -12016202.000000 Penalty: 5659.703613
	Iteration 8F: 3 clusters Score -1.20162e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -12019445.000000 Penalty: 5659.703613
	Iteration 9F: 3 clusters Score -1.201944e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 62386 members 
Entering Unmasked Estep 
Score: -12021435.000000 Penalty: 5659.703613
	Iteration 10Q: 3 clusters Score -1.202144e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 63381 members 
Entering Unmasked Estep 
Score: -12022527.000000 Penalty: 5659.703613
	Iteration 11Q: 3 clusters Score -1.202253e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -12023157.000000 Penalty: 5659.703613
	Iteration 12Q: 3 clusters Score -1.202316e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 65571 members 
Entering Unmasked Estep 
Score: -12023664.000000 Penalty: 5659.703613
	Iteration 13Q: 3 clusters Score -1.202366e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 66716 members 
Entering Unmasked Estep 
Score: -12024135.000000 Penalty: 5659.703613
	Iteration 14Q: 3 clusters Score -1.202414e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 67873 members 
Entering Unmasked Estep 
Score: -12024519.000000 Penalty: 5659.703613
	Iteration 15Q: 3 clusters Score -1.202452e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 69053 members 
Entering Unmasked Estep 
Score: -12024997.000000 Penalty: 5659.703613
	Iteration 16Q: 3 clusters Score -1.2025e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 70269 members 
Entering Unmasked Estep 
Score: -12025511.000000 Penalty: 5659.703613
	Iteration 17Q: 3 clusters Score -1.202551e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 71539 members 
Entering Unmasked Estep 
Score: -12026087.000000 Penalty: 5659.703613
	Iteration 18Q: 3 clusters Score -1.202609e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 72836 members 
Entering Unmasked Estep 
Score: -12026721.000000 Penalty: 5659.703613
	Iteration 19Q: 3 clusters Score -1.202672e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 74104 members 
Entering Unmasked Estep 
Score: -12027342.000000 Penalty: 5659.703613
	Iteration 20F: 3 clusters Score -1.202734e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -12027975.000000 Penalty: 5659.703613
	Iteration 21Q: 3 clusters Score -1.202798e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 76388 members 
Entering Unmasked Estep 
Score: -12028486.000000 Penalty: 5659.703613
	Iteration 22Q: 3 clusters Score -1.202849e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 77380 members 
Entering Unmasked Estep 
Score: -12028973.000000 Penalty: 5659.703613
	Iteration 23Q: 3 clusters Score -1.202897e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 78321 members 
Entering Unmasked Estep 
Score: -12029481.000000 Penalty: 5659.703613
	Iteration 24Q: 3 clusters Score -1.202948e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 79174 members 
Entering Unmasked Estep 
Score: -12029841.000000 Penalty: 5659.703613
	Iteration 25Q: 3 clusters Score -1.202984e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 79908 members 
Entering Unmasked Estep 
Score: -12030088.000000 Penalty: 5659.703613
	Iteration 26Q: 3 clusters Score -1.203009e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 80572 members 
Entering Unmasked Estep 
Score: -12030304.000000 Penalty: 5659.703613
	Iteration 27Q: 3 clusters Score -1.20303e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 81146 members 
Entering Unmasked Estep 
Score: -12030479.000000 Penalty: 5659.703613
	Iteration 28Q: 3 clusters Score -1.203048e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 81685 members 
Entering Unmasked Estep 
Score: -12030664.000000 Penalty: 5659.703613
	Iteration 29Q: 3 clusters Score -1.203066e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 82209 members 
Entering Unmasked Estep 
Score: -12030829.000000 Penalty: 5659.703613
	Iteration 30Q: 3 clusters Score -1.203083e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 82697 members 
Entering Unmasked Estep 
Score: -12030988.000000 Penalty: 5659.703613
	Iteration 31Q: 3 clusters Score -1.203099e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 83113 members 
Entering Unmasked Estep 
Score: -12031097.000000 Penalty: 5659.703613
	Iteration 32Q: 3 clusters Score -1.20311e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 83486 members 
Entering Unmasked Estep 
Score: -12031165.000000 Penalty: 5659.703613
	Iteration 33Q: 3 clusters Score -1.203116e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 83826 members 
Entering Unmasked Estep 
Score: -12031230.000000 Penalty: 5659.703613
	Iteration 34Q: 3 clusters Score -1.203123e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 84149 members 
Entering Unmasked Estep 
Score: -12031305.000000 Penalty: 5659.703613
	Iteration 35Q: 3 clusters Score -1.20313e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 84464 members 
Entering Unmasked Estep 
Score: -12031412.000000 Penalty: 5659.703613
	Iteration 36Q: 3 clusters Score -1.203141e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 84750 members 
Entering Unmasked Estep 
Score: -12031476.000000 Penalty: 5659.703613
	Iteration 37Q: 3 clusters Score -1.203148e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 85046 members 
Entering Unmasked Estep 
Score: -12031526.000000 Penalty: 5659.703613
	Iteration 38Q: 3 clusters Score -1.203153e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 85289 members 
Entering Unmasked Estep 
Score: -12031568.000000 Penalty: 5659.703613
	Iteration 39Q: 3 clusters Score -1.203157e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 85501 members 
Entering Unmasked Estep 
Score: -12031642.000000 Penalty: 5659.703613
	Iteration 40F: 3 clusters Score -1.203164e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 85721 members 
Entering Unmasked Estep 
Score: -12031699.000000 Penalty: 5659.703613
	Iteration 41Q: 3 clusters Score -1.20317e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 85930 members 
Entering Unmasked Estep 
Score: -12031762.000000 Penalty: 5659.703613
	Iteration 42Q: 3 clusters Score -1.203176e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 86098 members 
Entering Unmasked Estep 
Score: -12031791.000000 Penalty: 5659.703613
	Iteration 43Q: 3 clusters Score -1.203179e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 86250 members 
Entering Unmasked Estep 
Score: -12031838.000000 Penalty: 5659.703613
	Iteration 44Q: 3 clusters Score -1.203184e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 86391 members 
Entering Unmasked Estep 
Score: -12031858.000000 Penalty: 5659.703613
	Iteration 45Q: 3 clusters Score -1.203186e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 86508 members 
Entering Unmasked Estep 
Score: -12031906.000000 Penalty: 5659.703613
	Iteration 46Q: 3 clusters Score -1.203191e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 86626 members 
Entering Unmasked Estep 
Score: -12031927.000000 Penalty: 5659.703613
	Iteration 47Q: 3 clusters Score -1.203193e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 86742 members 
Entering Unmasked Estep 
Score: -12031968.000000 Penalty: 5659.703613
	Iteration 48Q: 3 clusters Score -1.203197e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 86842 members 
Entering Unmasked Estep 
Score: -12032000.000000 Penalty: 5659.703613
	Iteration 49Q: 3 clusters Score -1.2032e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 86959 members 
Entering Unmasked Estep 
Score: -12032019.000000 Penalty: 5659.703613
	Iteration 50Q: 3 clusters Score -1.203202e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 87054 members 
Entering Unmasked Estep 
Score: -12032028.000000 Penalty: 5659.703613
	Iteration 51Q: 3 clusters Score -1.203203e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 87129 members 
Entering Unmasked Estep 
Score: -12032033.000000 Penalty: 5659.703613
	Iteration 52Q: 3 clusters Score -1.203203e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 87195 members 
Entering Unmasked Estep 
Score: -12032055.000000 Penalty: 5659.703613
	Iteration 53Q: 3 clusters Score -1.203206e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 87262 members 
Entering Unmasked Estep 
Score: -12032058.000000 Penalty: 5659.703613
	Iteration 54Q: 3 clusters Score -1.203206e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 87320 members 
Entering Unmasked Estep 
Score: -12032042.000000 Penalty: 5659.703613
	Iteration 55Q: 3 clusters Score -1.203204e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 87353 members 
Entering Unmasked Estep 
Score: -12032053.000000 Penalty: 5659.703613
	Iteration 56Q: 3 clusters Score -1.203205e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 87402 members 
Entering Unmasked Estep 
Score: -12032076.000000 Penalty: 5659.703613
	Iteration 57Q: 3 clusters Score -1.203208e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 87457 members 
Entering Unmasked Estep 
Score: -12032096.000000 Penalty: 5659.703613
	Iteration 58Q: 3 clusters Score -1.20321e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 87507 members 
Entering Unmasked Estep 
Score: -12032082.000000 Penalty: 5659.703613
	Iteration 59Q: 3 clusters Score -1.203208e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 87555 members 
Entering Unmasked Estep 
Score: -12032099.000000 Penalty: 5659.703613
	Iteration 60F: 3 clusters Score -1.20321e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 87606 members 
Entering Unmasked Estep 
Score: -12032103.000000 Penalty: 5659.703613
	Iteration 61Q: 3 clusters Score -1.20321e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 87654 members 
Entering Unmasked Estep 
Score: -12032112.000000 Penalty: 5659.703613
	Iteration 62Q: 3 clusters Score -1.203211e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 87689 members 
Entering Unmasked Estep 
Score: -12032120.000000 Penalty: 5659.703613
	Iteration 63Q: 3 clusters Score -1.203212e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 87716 members 
Entering Unmasked Estep 
Score: -12032112.000000 Penalty: 5659.703613
	Iteration 64Q: 3 clusters Score -1.203211e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 87742 members 
Entering Unmasked Estep 
Score: -12032129.000000 Penalty: 5659.703613
	Iteration 65Q: 3 clusters Score -1.203213e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 87767 members 
Entering Unmasked Estep 
Score: -12032126.000000 Penalty: 5659.703613
	Iteration 66Q: 3 clusters Score -1.203213e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 87791 members 
Entering Unmasked Estep 
Score: -12032119.000000 Penalty: 5659.703613
	Iteration 67Q: 3 clusters Score -1.203212e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 87813 members 
Entering Unmasked Estep 
Score: -12032131.000000 Penalty: 5659.703613
	Iteration 68Q: 3 clusters Score -1.203213e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 87834 members 
Entering Unmasked Estep 
Score: -12032136.000000 Penalty: 5659.703613
	Iteration 69Q: 3 clusters Score -1.203214e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 87852 members 
Entering Unmasked Estep 
Score: -12032155.000000 Penalty: 5659.703613
	Iteration 70Q: 3 clusters Score -1.203216e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 87865 members 
Entering Unmasked Estep 
Score: -12032148.000000 Penalty: 5659.703613
	Iteration 71Q: 3 clusters Score -1.203215e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 87875 members 
Entering Unmasked Estep 
Score: -12032151.000000 Penalty: 5659.703613
	Iteration 72Q: 3 clusters Score -1.203215e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 87888 members 
Entering Unmasked Estep 
Score: -12032165.000000 Penalty: 5659.703613
	Iteration 73Q: 3 clusters Score -1.203216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 87889 members 
Entering Unmasked Estep 
Score: -12032162.000000 Penalty: 5659.703613
	Iteration 74Q: 3 clusters Score -1.203216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 87891 members 
Entering Unmasked Estep 
Score: -12032163.000000 Penalty: 5659.703613
	Iteration 75Q: 3 clusters Score -1.203216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 87894 members 
Entering Unmasked Estep 
Score: -12032161.000000 Penalty: 5659.703613
	Iteration 76Q: 3 clusters Score -1.203216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 87897 members 
Entering Unmasked Estep 
Score: -12032158.000000 Penalty: 5659.703613
	Iteration 77Q: 3 clusters Score -1.203216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 87904 members 
Entering Unmasked Estep 
Score: -12032164.000000 Penalty: 5659.703613
	Iteration 78Q: 3 clusters Score -1.203216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 87912 members 
Entering Unmasked Estep 
Score: -12032170.000000 Penalty: 5659.703613
	Iteration 79Q: 3 clusters Score -1.203217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 87919 members 
Entering Unmasked Estep 
Score: -12032167.000000 Penalty: 5659.703613
	Iteration 80F: 3 clusters Score -1.203217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 87922 members 
Entering Unmasked Estep 
Score: -12032171.000000 Penalty: 5659.703613
	Iteration 81Q: 3 clusters Score -1.203217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 87932 members 
Entering Unmasked Estep 
Score: -12032181.000000 Penalty: 5659.703613
	Iteration 82Q: 3 clusters Score -1.203218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 87945 members 
Entering Unmasked Estep 
Score: -12032174.000000 Penalty: 5659.703613
	Iteration 83Q: 3 clusters Score -1.203217e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 87956 members 
Entering Unmasked Estep 
Score: -12032177.000000 Penalty: 5659.703613
	Iteration 84Q: 3 clusters Score -1.203218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 87966 members 
Entering Unmasked Estep 
Score: -12032173.000000 Penalty: 5659.703613
	Iteration 85Q: 3 clusters Score -1.203217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 87974 members 
Entering Unmasked Estep 
Score: -12032190.000000 Penalty: 5659.703613
	Iteration 86Q: 3 clusters Score -1.203219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 87977 members 
Entering Unmasked Estep 
Score: -12032187.000000 Penalty: 5659.703613
	Iteration 87Q: 3 clusters Score -1.203219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 87985 members 
Entering Unmasked Estep 
Score: -12032196.000000 Penalty: 5659.703613
	Iteration 88Q: 3 clusters Score -1.20322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 87995 members 
Entering Unmasked Estep 
Score: -12032188.000000 Penalty: 5659.703613
	Iteration 89Q: 3 clusters Score -1.203219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 88003 members 
Entering Unmasked Estep 
Score: -12032191.000000 Penalty: 5659.703613
	Iteration 90Q: 3 clusters Score -1.203219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 88009 members 
Entering Unmasked Estep 
Score: -12032197.000000 Penalty: 5659.703613
	Iteration 91Q: 3 clusters Score -1.20322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 88016 members 
Entering Unmasked Estep 
Score: -12032189.000000 Penalty: 5659.703613
	Iteration 92Q: 3 clusters Score -1.203219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -12032190.000000 Penalty: 5659.703613
	Iteration 93Q: 3 clusters Score -1.203219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 88028 members 
Entering Unmasked Estep 
Score: -12032198.000000 Penalty: 5659.703613
	Iteration 94Q: 3 clusters Score -1.20322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 88037 members 
Entering Unmasked Estep 
Score: -12032192.000000 Penalty: 5659.703613
	Iteration 95Q: 3 clusters Score -1.203219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 88043 members 
Entering Unmasked Estep 
Score: -12032203.000000 Penalty: 5659.703613
	Iteration 96Q: 3 clusters Score -1.20322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 88048 members 
Entering Unmasked Estep 
Score: -12032200.000000 Penalty: 5659.703613
	Iteration 97Q: 3 clusters Score -1.20322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 88055 members 
Entering Unmasked Estep 
Score: -12032207.000000 Penalty: 5659.703613
	Iteration 98Q: 3 clusters Score -1.203221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 88065 members 
Entering Unmasked Estep 
Score: -12032197.000000 Penalty: 5659.703613
	Iteration 99Q: 3 clusters Score -1.20322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 88066 members 
Entering Unmasked Estep 
Score: -12032208.000000 Penalty: 5659.703613
	Iteration 100F: 3 clusters Score -1.203221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 88068 members 
Entering Unmasked Estep 
Score: -12032206.000000 Penalty: 5659.703613
	Iteration 101Q: 3 clusters Score -1.203221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 88069 members 
Entering Unmasked Estep 
Score: -12032203.000000 Penalty: 5659.703613
	Iteration 102Q: 3 clusters Score -1.20322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 88070 members 
Entering Unmasked Estep 
Score: -12032198.000000 Penalty: 5659.703613
	Iteration 103Q: 3 clusters Score -1.20322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 88071 members 
Entering Unmasked Estep 
Score: -12032195.000000 Penalty: 5659.703613
	Iteration 104Q: 3 clusters Score -1.20322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 88072 members 
Entering Unmasked Estep 
Score: -12032193.000000 Penalty: 5659.703613
	Iteration 105Q: 3 clusters Score -1.203219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 88071 members 
Entering Unmasked Estep 
Score: -12032198.000000 Penalty: 5659.703613
	Iteration 106Q: 3 clusters Score -1.20322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 88072 members 
Entering Unmasked Estep 
Score: -12032200.000000 Penalty: 5659.703613
	Iteration 107Q: 3 clusters Score -1.20322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 88074 members 
Entering Unmasked Estep 
Score: -12032193.000000 Penalty: 5659.703613
	Iteration 108Q: 3 clusters Score -1.203219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 88076 members 
Entering Unmasked Estep 
Score: -12032198.000000 Penalty: 5659.703613
	Iteration 109Q: 3 clusters Score -1.20322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 88076 members 
Entering Unmasked Estep 
Score: -12032198.000000 Penalty: 5659.703613
	Iteration 110F: 3 clusters Score -1.20322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (83219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83219 members 
Entering Unmasked Estep 
Score: -10770680.000000 Penalty: 2809.649414
	Iteration 0F: 2 clusters Score -1.077068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -10714548.000000 Penalty: 5619.298828
	Iteration 0F: 3 clusters Score -1.071455e+07 nChanged 39321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -10737803.000000 Penalty: 5619.298828
	Iteration 1F: 3 clusters Score -1.07378e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -10739435.000000 Penalty: 5619.298828
	Iteration 2Q: 3 clusters Score -1.073944e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -10742039.000000 Penalty: 5619.298828
	Iteration 3F: 3 clusters Score -1.074204e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -10745738.000000 Penalty: 5619.298828
	Iteration 4F: 3 clusters Score -1.074574e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -10749569.000000 Penalty: 5619.298828
	Iteration 5F: 3 clusters Score -1.074957e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -10752292.000000 Penalty: 5619.298828
	Iteration 6F: 3 clusters Score -1.075229e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -10753908.000000 Penalty: 5619.298828
	Iteration 7F: 3 clusters Score -1.075391e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47075 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -10754779.000000 Penalty: 5619.298828
	Iteration 8Q: 3 clusters Score -1.075478e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -10755272.000000 Penalty: 5619.298828
	Iteration 9Q: 3 clusters Score -1.075527e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -10755575.000000 Penalty: 5619.298828
	Iteration 10Q: 3 clusters Score -1.075558e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -10755649.000000 Penalty: 5619.298828
	Iteration 11Q: 3 clusters Score -1.075565e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -10755714.000000 Penalty: 5619.298828
	Iteration 12Q: 3 clusters Score -1.075571e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -10755746.000000 Penalty: 5619.298828
	Iteration 13Q: 3 clusters Score -1.075575e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -10755776.000000 Penalty: 5619.298828
	Iteration 14Q: 3 clusters Score -1.075578e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -10755798.000000 Penalty: 5619.298828
	Iteration 15Q: 3 clusters Score -1.07558e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -10755833.000000 Penalty: 5619.298828
	Iteration 16Q: 3 clusters Score -1.075583e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -10755825.000000 Penalty: 5619.298828
	Iteration 17Q: 3 clusters Score -1.075582e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -10755810.000000 Penalty: 5619.298828
	Iteration 18Q: 3 clusters Score -1.075581e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -10755813.000000 Penalty: 5619.298828
	Iteration 19Q: 3 clusters Score -1.075581e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -10755836.000000 Penalty: 5619.298828
	Iteration 20F: 3 clusters Score -1.075584e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -10755841.000000 Penalty: 5619.298828
	Iteration 21Q: 3 clusters Score -1.075584e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -10755846.000000 Penalty: 5619.298828
	Iteration 22Q: 3 clusters Score -1.075585e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -10755864.000000 Penalty: 5619.298828
	Iteration 23Q: 3 clusters Score -1.075586e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -10755834.000000 Penalty: 5619.298828
	Iteration 24Q: 3 clusters Score -1.075583e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -10755849.000000 Penalty: 5619.298828
	Iteration 25Q: 3 clusters Score -1.075585e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -10755813.000000 Penalty: 5619.298828
	Iteration 26Q: 3 clusters Score -1.075581e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -10755852.000000 Penalty: 5619.298828
	Iteration 27Q: 3 clusters Score -1.075585e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -10755846.000000 Penalty: 5619.298828
	Iteration 28Q: 3 clusters Score -1.075585e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -10755853.000000 Penalty: 5619.298828
	Iteration 29Q: 3 clusters Score -1.075585e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -10755850.000000 Penalty: 5619.298828
	Iteration 30Q: 3 clusters Score -1.075585e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -10755871.000000 Penalty: 5619.298828
	Iteration 31Q: 3 clusters Score -1.075587e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -10755876.000000 Penalty: 5619.298828
	Iteration 32Q: 3 clusters Score -1.075588e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -10755907.000000 Penalty: 5619.298828
	Iteration 33Q: 3 clusters Score -1.075591e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -10755922.000000 Penalty: 5619.298828
	Iteration 34Q: 3 clusters Score -1.075592e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -10755949.000000 Penalty: 5619.298828
	Iteration 35Q: 3 clusters Score -1.075595e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -10755950.000000 Penalty: 5619.298828
	Iteration 36Q: 3 clusters Score -1.075595e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -10755961.000000 Penalty: 5619.298828
	Iteration 37Q: 3 clusters Score -1.075596e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -10755994.000000 Penalty: 5619.298828
	Iteration 38Q: 3 clusters Score -1.075599e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -10756050.000000 Penalty: 5619.298828
	Iteration 39Q: 3 clusters Score -1.075605e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -10756102.000000 Penalty: 5619.298828
	Iteration 40F: 3 clusters Score -1.07561e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -10756119.000000 Penalty: 5619.298828
	Iteration 41Q: 3 clusters Score -1.075612e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -10756282.000000 Penalty: 5619.298828
	Iteration 42Q: 3 clusters Score -1.075628e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -10756476.000000 Penalty: 5619.298828
	Iteration 43Q: 3 clusters Score -1.075648e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -10756663.000000 Penalty: 5619.298828
	Iteration 44Q: 3 clusters Score -1.075666e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -10756906.000000 Penalty: 5619.298828
	Iteration 45Q: 3 clusters Score -1.075691e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -10757178.000000 Penalty: 5619.298828
	Iteration 46Q: 3 clusters Score -1.075718e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -10757388.000000 Penalty: 5619.298828
	Iteration 47Q: 3 clusters Score -1.075739e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -10757832.000000 Penalty: 5619.298828
	Iteration 48Q: 3 clusters Score -1.075783e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 53185 members 
Entering Unmasked Estep 
Score: -10758335.000000 Penalty: 5619.298828
	Iteration 49Q: 3 clusters Score -1.075834e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -10758980.000000 Penalty: 5619.298828
	Iteration 50Q: 3 clusters Score -1.075898e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
Score: -10759574.000000 Penalty: 5619.298828
	Iteration 51Q: 3 clusters Score -1.075957e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 59959 members 
Entering Unmasked Estep 
Score: -10760269.000000 Penalty: 5619.298828
	Iteration 52Q: 3 clusters Score -1.076027e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 62407 members 
Entering Unmasked Estep 
Score: -10761131.000000 Penalty: 5619.298828
	Iteration 53Q: 3 clusters Score -1.076113e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 64838 members 
Entering Unmasked Estep 
Score: -10762021.000000 Penalty: 5619.298828
	Iteration 54Q: 3 clusters Score -1.076202e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 67235 members 
Entering Unmasked Estep 
Score: -10762964.000000 Penalty: 5619.298828
	Iteration 55Q: 3 clusters Score -1.076296e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 69542 members 
Entering Unmasked Estep 
Score: -10763781.000000 Penalty: 5619.298828
	Iteration 56Q: 3 clusters Score -1.076378e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 71649 members 
Entering Unmasked Estep 
Score: -10764532.000000 Penalty: 5619.298828
	Iteration 57Q: 3 clusters Score -1.076453e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 73561 members 
Entering Unmasked Estep 
Score: -10765391.000000 Penalty: 5619.298828
	Iteration 58Q: 3 clusters Score -1.076539e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 75238 members 
Entering Unmasked Estep 
Score: -10766015.000000 Penalty: 5619.298828
	Iteration 59Q: 3 clusters Score -1.076602e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 76561 members 
Entering Unmasked Estep 
Score: -10766569.000000 Penalty: 5619.298828
	Iteration 60F: 3 clusters Score -1.076657e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 77620 members 
Entering Unmasked Estep 
Score: -10766974.000000 Penalty: 5619.298828
	Iteration 61Q: 3 clusters Score -1.076697e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 78464 members 
Entering Unmasked Estep 
Score: -10767331.000000 Penalty: 5619.298828
	Iteration 62Q: 3 clusters Score -1.076733e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 79109 members 
Entering Unmasked Estep 
Score: -10767609.000000 Penalty: 5619.298828
	Iteration 63Q: 3 clusters Score -1.076761e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 79587 members 
Entering Unmasked Estep 
Score: -10767846.000000 Penalty: 5619.298828
	Iteration 64Q: 3 clusters Score -1.076785e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 79943 members 
Entering Unmasked Estep 
Score: -10768006.000000 Penalty: 5619.298828
	Iteration 65Q: 3 clusters Score -1.076801e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 80228 members 
Entering Unmasked Estep 
Score: -10768095.000000 Penalty: 5619.298828
	Iteration 66Q: 3 clusters Score -1.07681e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 80457 members 
Entering Unmasked Estep 
Score: -10768219.000000 Penalty: 5619.298828
	Iteration 67Q: 3 clusters Score -1.076822e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 80623 members 
Entering Unmasked Estep 
Score: -10768327.000000 Penalty: 5619.298828
	Iteration 68Q: 3 clusters Score -1.076833e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 80769 members 
Entering Unmasked Estep 
Score: -10768413.000000 Penalty: 5619.298828
	Iteration 69Q: 3 clusters Score -1.076841e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 80902 members 
Entering Unmasked Estep 
Score: -10768472.000000 Penalty: 5619.298828
	Iteration 70Q: 3 clusters Score -1.076847e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 80982 members 
Entering Unmasked Estep 
Score: -10768528.000000 Penalty: 5619.298828
	Iteration 71Q: 3 clusters Score -1.076853e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 81036 members 
Entering Unmasked Estep 
Score: -10768585.000000 Penalty: 5619.298828
	Iteration 72Q: 3 clusters Score -1.076858e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 81078 members 
Entering Unmasked Estep 
Score: -10768629.000000 Penalty: 5619.298828
	Iteration 73Q: 3 clusters Score -1.076863e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 81125 members 
Entering Unmasked Estep 
Score: -10768660.000000 Penalty: 5619.298828
	Iteration 74Q: 3 clusters Score -1.076866e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 81157 members 
Entering Unmasked Estep 
Score: -10768656.000000 Penalty: 5619.298828
	Iteration 75Q: 3 clusters Score -1.076866e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 81174 members 
Entering Unmasked Estep 
Score: -10768659.000000 Penalty: 5619.298828
	Iteration 76Q: 3 clusters Score -1.076866e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 81200 members 
Entering Unmasked Estep 
Score: -10768691.000000 Penalty: 5619.298828
	Iteration 77Q: 3 clusters Score -1.076869e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 81224 members 
Entering Unmasked Estep 
Score: -10768705.000000 Penalty: 5619.298828
	Iteration 78Q: 3 clusters Score -1.07687e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 81242 members 
Entering Unmasked Estep 
Score: -10768713.000000 Penalty: 5619.298828
	Iteration 79Q: 3 clusters Score -1.076871e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 81257 members 
Entering Unmasked Estep 
Score: -10768745.000000 Penalty: 5619.298828
	Iteration 80F: 3 clusters Score -1.076874e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 81280 members 
Entering Unmasked Estep 
Score: -10768747.000000 Penalty: 5619.298828
	Iteration 81Q: 3 clusters Score -1.076875e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 81291 members 
Entering Unmasked Estep 
Score: -10768753.000000 Penalty: 5619.298828
	Iteration 82Q: 3 clusters Score -1.076875e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 81303 members 
Entering Unmasked Estep 
Score: -10768753.000000 Penalty: 5619.298828
	Iteration 83Q: 3 clusters Score -1.076875e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 81325 members 
Entering Unmasked Estep 
Score: -10768763.000000 Penalty: 5619.298828
	Iteration 84Q: 3 clusters Score -1.076876e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 81344 members 
Entering Unmasked Estep 
Score: -10768769.000000 Penalty: 5619.298828
	Iteration 85Q: 3 clusters Score -1.076877e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 81361 members 
Entering Unmasked Estep 
Score: -10768791.000000 Penalty: 5619.298828
	Iteration 86Q: 3 clusters Score -1.076879e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 81374 members 
Entering Unmasked Estep 
Score: -10768801.000000 Penalty: 5619.298828
	Iteration 87Q: 3 clusters Score -1.07688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 81378 members 
Entering Unmasked Estep 
Score: -10768813.000000 Penalty: 5619.298828
	Iteration 88Q: 3 clusters Score -1.076881e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 81389 members 
Entering Unmasked Estep 
Score: -10768812.000000 Penalty: 5619.298828
	Iteration 89Q: 3 clusters Score -1.076881e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 81394 members 
Entering Unmasked Estep 
Score: -10768818.000000 Penalty: 5619.298828
	Iteration 90Q: 3 clusters Score -1.076882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 81402 members 
Entering Unmasked Estep 
Score: -10768815.000000 Penalty: 5619.298828
	Iteration 91Q: 3 clusters Score -1.076882e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 81404 members 
Entering Unmasked Estep 
Score: -10768806.000000 Penalty: 5619.298828
	Iteration 92Q: 3 clusters Score -1.076881e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -10768810.000000 Penalty: 5619.298828
	Iteration 93Q: 3 clusters Score -1.076881e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 81421 members 
Entering Unmasked Estep 
Score: -10768818.000000 Penalty: 5619.298828
	Iteration 94Q: 3 clusters Score -1.076882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 81427 members 
Entering Unmasked Estep 
Score: -10768813.000000 Penalty: 5619.298828
	Iteration 95Q: 3 clusters Score -1.076881e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 81430 members 
Entering Unmasked Estep 
Score: -10768828.000000 Penalty: 5619.298828
	Iteration 96Q: 3 clusters Score -1.076883e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 81436 members 
Entering Unmasked Estep 
Score: -10768844.000000 Penalty: 5619.298828
	Iteration 97Q: 3 clusters Score -1.076884e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 81444 members 
Entering Unmasked Estep 
Score: -10768831.000000 Penalty: 5619.298828
	Iteration 98Q: 3 clusters Score -1.076883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 81448 members 
Entering Unmasked Estep 
Score: -10768834.000000 Penalty: 5619.298828
	Iteration 99Q: 3 clusters Score -1.076883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 81448 members 
Entering Unmasked Estep 
Score: -10768827.000000 Penalty: 5619.298828
	Iteration 100F: 3 clusters Score -1.076883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 81452 members 
Entering Unmasked Estep 
Score: -10768834.000000 Penalty: 5619.298828
	Iteration 101Q: 3 clusters Score -1.076883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 81457 members 
Entering Unmasked Estep 
Score: -10768836.000000 Penalty: 5619.298828
	Iteration 102Q: 3 clusters Score -1.076884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 81457 members 
Entering Unmasked Estep 
Score: -10768844.000000 Penalty: 5619.298828
	Iteration 103Q: 3 clusters Score -1.076884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 81459 members 
Entering Unmasked Estep 
Score: -10768841.000000 Penalty: 5619.298828
	Iteration 104Q: 3 clusters Score -1.076884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 81462 members 
Entering Unmasked Estep 
Score: -10768842.000000 Penalty: 5619.298828
	Iteration 105Q: 3 clusters Score -1.076884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 81463 members 
Entering Unmasked Estep 
Score: -10768839.000000 Penalty: 5619.298828
	Iteration 106Q: 3 clusters Score -1.076884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 81463 members 
Entering Unmasked Estep 
Score: -10768844.000000 Penalty: 5619.298828
	Iteration 107Q: 3 clusters Score -1.076884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 81467 members 
Entering Unmasked Estep 
Score: -10768849.000000 Penalty: 5619.298828
	Iteration 108Q: 3 clusters Score -1.076885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 81469 members 
Entering Unmasked Estep 
Score: -10768852.000000 Penalty: 5619.298828
	Iteration 109Q: 3 clusters Score -1.076885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 81469 members 
Entering Unmasked Estep 
Score: -10768841.000000 Penalty: 5619.298828
	Iteration 110Q: 3 clusters Score -1.076884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 81469 members 
Entering Unmasked Estep 
Score: -10768844.000000 Penalty: 5619.298828
	Iteration 111Q: 3 clusters Score -1.076884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 81470 members 
Entering Unmasked Estep 
Score: -10768836.000000 Penalty: 5619.298828
	Iteration 112Q: 3 clusters Score -1.076884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 81470 members 
Entering Unmasked Estep 
Score: -10768836.000000 Penalty: 5619.298828
	Iteration 113F: 3 clusters Score -1.076884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (158663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158663 members 
Entering Unmasked Estep 
Score: -21744330.000000 Penalty: 2969.685303
	Iteration 0F: 2 clusters Score -2.174433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79516 members 
Mstep: Class 2 contains 79147 members 
Entering Unmasked Estep 
Score: -21639484.000000 Penalty: 5939.370605
	Iteration 0F: 3 clusters Score -2.163948e+07 nChanged 76079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 75968 members 
Entering Unmasked Estep 
Score: -21683288.000000 Penalty: 5939.370605
	Iteration 1F: 3 clusters Score -2.168329e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84644 members 
Mstep: Class 2 contains 74019 members 
Entering Unmasked Estep 
Score: -21684142.000000 Penalty: 5939.370605
	Iteration 2Q: 3 clusters Score -2.168414e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87692 members 
Mstep: Class 2 contains 70971 members 
Entering Unmasked Estep 
Score: -21685226.000000 Penalty: 5939.370605
	Iteration 3Q: 3 clusters Score -2.168523e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92385 members 
Mstep: Class 2 contains 66278 members 
Entering Unmasked Estep 
Score: -21686886.000000 Penalty: 5939.370605
	Iteration 4Q: 3 clusters Score -2.168689e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99373 members 
Mstep: Class 2 contains 59290 members 
Entering Unmasked Estep 
Score: -21690578.000000 Penalty: 5939.370605
	Iteration 5Q: 3 clusters Score -2.169058e+07 nChanged 10232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109309 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -21697100.000000 Penalty: 5939.370605
	Iteration 6F: 3 clusters Score -2.16971e+07 nChanged 13006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122219 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -21707532.000000 Penalty: 5939.370605
	Iteration 7F: 3 clusters Score -2.170753e+07 nChanged 14075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136270 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -21720766.000000 Penalty: 5939.370605
	Iteration 8F: 3 clusters Score -2.172077e+07 nChanged 11612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147880 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -21732290.000000 Penalty: 5939.370605
	Iteration 9F: 3 clusters Score -2.173229e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154545 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -21738614.000000 Penalty: 5939.370605
	Iteration 10Q: 3 clusters Score -2.173861e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157104 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -21740666.000000 Penalty: 5939.370605
	Iteration 11Q: 3 clusters Score -2.174067e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157909 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -21741294.000000 Penalty: 5939.370605
	Iteration 12Q: 3 clusters Score -2.174129e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158166 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -21741598.000000 Penalty: 5939.370605
	Iteration 13Q: 3 clusters Score -2.17416e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158250 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -21741704.000000 Penalty: 5939.370605
	Iteration 14Q: 3 clusters Score -2.17417e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158288 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -21741734.000000 Penalty: 5939.370605
	Iteration 15Q: 3 clusters Score -2.174173e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158314 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -21741772.000000 Penalty: 5939.370605
	Iteration 16Q: 3 clusters Score -2.174177e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158325 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -21741794.000000 Penalty: 5939.370605
	Iteration 17Q: 3 clusters Score -2.174179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158332 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -21741802.000000 Penalty: 5939.370605
	Iteration 18Q: 3 clusters Score -2.17418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158335 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -21741820.000000 Penalty: 5939.370605
	Iteration 19Q: 3 clusters Score -2.174182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158340 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -21741836.000000 Penalty: 5939.370605
	Iteration 20F: 3 clusters Score -2.174184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158346 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -21741830.000000 Penalty: 5939.370605
	Iteration 21Q: 3 clusters Score -2.174183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158345 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -21741830.000000 Penalty: 5939.370605
	Iteration 22Q: 3 clusters Score -2.174183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158345 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -21741830.000000 Penalty: 5939.370605
	Iteration 23F: 3 clusters Score -2.174183e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Entering Unmasked Estep 
Score: -416373.312500 Penalty: 1979.045776
	Iteration 0F: 2 clusters Score -416373.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -413112.656250 Penalty: 3958.091553
	Iteration 0F: 3 clusters Score -413112.7 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -413719.875000 Penalty: 3958.091553
	Iteration 1F: 3 clusters Score -413719.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -413861.093750 Penalty: 3958.091553
	Iteration 2F: 3 clusters Score -413861.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -413935.093750 Penalty: 3958.091553
	Iteration 3Q: 3 clusters Score -413935.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -413979.093750 Penalty: 3958.091553
	Iteration 4Q: 3 clusters Score -413979.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -414006.187500 Penalty: 3958.091553
	Iteration 5Q: 3 clusters Score -414006.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -414027.031250 Penalty: 3958.091553
	Iteration 6Q: 3 clusters Score -414027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -414043.000000 Penalty: 3958.091553
	Iteration 7Q: 3 clusters Score -414043 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -414056.500000 Penalty: 3958.091553
	Iteration 8Q: 3 clusters Score -414056.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -414063.750000 Penalty: 3958.091553
	Iteration 9Q: 3 clusters Score -414063.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -414066.968750 Penalty: 3958.091553
	Iteration 10Q: 3 clusters Score -414067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -414071.812500 Penalty: 3958.091553
	Iteration 11Q: 3 clusters Score -414071.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -414076.250000 Penalty: 3958.091553
	Iteration 12Q: 3 clusters Score -414076.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -414076.156250 Penalty: 3958.091553
	Iteration 13Q: 3 clusters Score -414076.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -414076.687500 Penalty: 3958.091553
	Iteration 14Q: 3 clusters Score -414076.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -414076.687500 Penalty: 3958.091553
	Iteration 15F: 3 clusters Score -414076.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -333666.968750 Penalty: 1989.352905
	Iteration 0F: 2 clusters Score -333667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -330853.593750 Penalty: 3978.705811
	Iteration 0F: 3 clusters Score -330853.6 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -337899.750000 Penalty: 3978.705811
	Iteration 1F: 3 clusters Score -337899.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -341604.343750 Penalty: 3978.705811
	Iteration 2F: 3 clusters Score -341604.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -342503.000000 Penalty: 3978.705811
	Iteration 3Q: 3 clusters Score -342503 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -342819.093750 Penalty: 3978.705811
	Iteration 4Q: 3 clusters Score -342819.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -343146.218750 Penalty: 3978.705811
	Iteration 5Q: 3 clusters Score -343146.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -343758.437500 Penalty: 3978.705811
	Iteration 6Q: 3 clusters Score -343758.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -344377.343750 Penalty: 3978.705811
	Iteration 7Q: 3 clusters Score -344377.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -345184.593750 Penalty: 3978.705811
	Iteration 8Q: 3 clusters Score -345184.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -345462.031250 Penalty: 3978.705811
	Iteration 9Q: 3 clusters Score -345462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -345498.187500 Penalty: 3978.705811
	Iteration 10Q: 3 clusters Score -345498.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -345560.531250 Penalty: 3978.705811
	Iteration 11Q: 3 clusters Score -345560.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -345680.781250 Penalty: 3978.705811
	Iteration 12Q: 3 clusters Score -345680.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -345805.812500 Penalty: 3978.705811
	Iteration 13Q: 3 clusters Score -345805.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -345854.968750 Penalty: 3978.705811
	Iteration 14Q: 3 clusters Score -345855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -345855.312500 Penalty: 3978.705811
	Iteration 15Q: 3 clusters Score -345855.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -345855.312500 Penalty: 3978.705811
	Iteration 16F: 3 clusters Score -345855.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 3 contains 1486 members 
Mstep: Class 4 contains 177050 members 
Mstep: Class 7 contains 167044 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 151428 members 
Mstep: Class 10 contains 155596 members 
Mstep: Class 11 contains 6382 members 
Mstep: Class 12 contains 163235 members 
Mstep: Class 13 contains 98550 members 
Mstep: Class 14 contains 118635 members 
Mstep: Class 15 contains 90282 members 
Mstep: Class 17 contains 83219 members 
Mstep: Class 19 contains 158663 members 
Mstep: Class 20 contains 2922 members 
Mstep: Class 21 contains 1095 members 
Entering Unmasked Estep 
Score: -180390944.000000 Penalty: 56099.433594
Splitting cluster 21 changes total score from -180378592.000000 to -180390944.000000
So it's getting split into cluster 1.
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 3 contains 1486 members 
Mstep: Class 4 contains 177050 members 
Mstep: Class 7 contains 167044 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 151428 members 
Mstep: Class 10 contains 155596 members 
Mstep: Class 11 contains 6382 members 
Mstep: Class 12 contains 163235 members 
Mstep: Class 13 contains 98550 members 
Mstep: Class 14 contains 118635 members 
Mstep: Class 15 contains 90282 members 
Mstep: Class 17 contains 83219 members 
Mstep: Class 19 contains 158663 members 
Mstep: Class 20 contains 2922 members 
Mstep: Class 21 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180392480.000000 Penalty: 56099.433594
Iteration 39Q: 17 clusters Score -1.803925e+08 nChanged 16625
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 3 contains 1486 members 
Mstep: Class 4 contains 176079 members 
Mstep: Class 7 contains 166600 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 151679 members 
Mstep: Class 10 contains 155767 members 
Mstep: Class 11 contains 6387 members 
Mstep: Class 12 contains 162877 members 
Mstep: Class 13 contains 98368 members 
Mstep: Class 14 contains 116863 members 
Mstep: Class 15 contains 90571 members 
Mstep: Class 17 contains 83620 members 
Mstep: Class 19 contains 161305 members 
Mstep: Class 20 contains 2885 members 
Mstep: Class 21 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180396128.000000 Penalty: 56099.433594
Iteration 40F: 17 clusters Score -1.803961e+08 nChanged 17584
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 175022 members 
Mstep: Class 7 contains 166907 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 151815 members 
Mstep: Class 10 contains 155696 members 
Mstep: Class 11 contains 6393 members 
Mstep: Class 12 contains 162665 members 
Mstep: Class 13 contains 98179 members 
Mstep: Class 14 contains 115045 members 
Mstep: Class 15 contains 90789 members 
Mstep: Class 17 contains 83958 members 
Mstep: Class 19 contains 163681 members 
Mstep: Class 20 contains 2842 members 
Mstep: Class 21 contains 1098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180399408.000000 Penalty: 56099.433594
Iteration 41Q: 17 clusters Score -1.803994e+08 nChanged 17694
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 3 contains 1497 members 
Mstep: Class 4 contains 173973 members 
Mstep: Class 7 contains 166896 members 
Mstep: Class 8 contains 2855 members 
Mstep: Class 9 contains 152165 members 
Mstep: Class 10 contains 155632 members 
Mstep: Class 11 contains 6403 members 
Mstep: Class 12 contains 162747 members 
Mstep: Class 13 contains 97985 members 
Mstep: Class 14 contains 113302 members 
Mstep: Class 15 contains 91005 members 
Mstep: Class 17 contains 84256 members 
Mstep: Class 19 contains 165843 members 
Mstep: Class 20 contains 2779 members 
Mstep: Class 21 contains 1097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180401168.000000 Penalty: 56099.433594
Iteration 42Q: 17 clusters Score -1.804012e+08 nChanged 17545
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 1499 members 
Mstep: Class 4 contains 173096 members 
Mstep: Class 7 contains 166755 members 
Mstep: Class 8 contains 2853 members 
Mstep: Class 9 contains 152864 members 
Mstep: Class 10 contains 155673 members 
Mstep: Class 11 contains 6409 members 
Mstep: Class 12 contains 162821 members 
Mstep: Class 13 contains 97789 members 
Mstep: Class 14 contains 111774 members 
Mstep: Class 15 contains 91265 members 
Mstep: Class 17 contains 84559 members 
Mstep: Class 19 contains 167248 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180402272.000000 Penalty: 56099.433594
Iteration 43Q: 17 clusters Score -1.804023e+08 nChanged 16599
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 4 contains 172480 members 
Mstep: Class 7 contains 166707 members 
Mstep: Class 8 contains 2853 members 
Mstep: Class 9 contains 153825 members 
Mstep: Class 10 contains 155729 members 
Mstep: Class 11 contains 6416 members 
Mstep: Class 12 contains 162917 members 
Mstep: Class 13 contains 97554 members 
Mstep: Class 14 contains 110376 members 
Mstep: Class 15 contains 91501 members 
Mstep: Class 17 contains 84821 members 
Mstep: Class 19 contains 167984 members 
Mstep: Class 20 contains 2673 members 
Mstep: Class 21 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180403360.000000 Penalty: 56099.433594
Iteration 44Q: 17 clusters Score -1.804034e+08 nChanged 15539
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 3 contains 1503 members 
Mstep: Class 4 contains 172028 members 
Mstep: Class 7 contains 166595 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 155004 members 
Mstep: Class 10 contains 155873 members 
Mstep: Class 11 contains 6423 members 
Mstep: Class 12 contains 163176 members 
Mstep: Class 13 contains 97353 members 
Mstep: Class 14 contains 109200 members 
Mstep: Class 15 contains 91742 members 
Mstep: Class 17 contains 85054 members 
Mstep: Class 19 contains 167924 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180404608.000000 Penalty: 56099.433594
Iteration 45Q: 17 clusters Score -1.804046e+08 nChanged 14403
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 3 contains 1499 members 
Mstep: Class 4 contains 171778 members 
Mstep: Class 7 contains 166550 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 156223 members 
Mstep: Class 10 contains 156026 members 
Mstep: Class 11 contains 6431 members 
Mstep: Class 12 contains 163404 members 
Mstep: Class 13 contains 97153 members 
Mstep: Class 14 contains 108143 members 
Mstep: Class 15 contains 92051 members 
Mstep: Class 17 contains 85300 members 
Mstep: Class 19 contains 167341 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180405216.000000 Penalty: 56099.433594
Iteration 46Q: 17 clusters Score -1.804052e+08 nChanged 13545
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 3 contains 1504 members 
Mstep: Class 4 contains 171817 members 
Mstep: Class 7 contains 166600 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 157350 members 
Mstep: Class 10 contains 156162 members 
Mstep: Class 11 contains 6444 members 
Mstep: Class 12 contains 163633 members 
Mstep: Class 13 contains 96944 members 
Mstep: Class 14 contains 107258 members 
Mstep: Class 15 contains 92426 members 
Mstep: Class 17 contains 85528 members 
Mstep: Class 19 contains 166294 members 
Mstep: Class 20 contains 2530 members 
Mstep: Class 21 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180406848.000000 Penalty: 56099.433594
Iteration 47Q: 17 clusters Score -1.804068e+08 nChanged 12568
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 4 contains 171965 members 
Mstep: Class 7 contains 166713 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 158352 members 
Mstep: Class 10 contains 156237 members 
Mstep: Class 11 contains 6465 members 
Mstep: Class 12 contains 163949 members 
Mstep: Class 13 contains 96719 members 
Mstep: Class 14 contains 106435 members 
Mstep: Class 15 contains 92752 members 
Mstep: Class 17 contains 85742 members 
Mstep: Class 19 contains 165167 members 
Mstep: Class 20 contains 2486 members 
Mstep: Class 21 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408112.000000 Penalty: 56099.433594
Iteration 48Q: 17 clusters Score -1.804081e+08 nChanged 11858
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 3 contains 1511 members 
Mstep: Class 4 contains 172157 members 
Mstep: Class 7 contains 166784 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 159265 members 
Mstep: Class 10 contains 156374 members 
Mstep: Class 11 contains 6477 members 
Mstep: Class 12 contains 164307 members 
Mstep: Class 13 contains 96464 members 
Mstep: Class 14 contains 105727 members 
Mstep: Class 15 contains 93011 members 
Mstep: Class 17 contains 86014 members 
Mstep: Class 19 contains 163956 members 
Mstep: Class 20 contains 2443 members 
Mstep: Class 21 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410128.000000 Penalty: 56099.433594
Iteration 49Q: 17 clusters Score -1.804101e+08 nChanged 11161
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 3 contains 1515 members 
Mstep: Class 4 contains 172370 members 
Mstep: Class 7 contains 166927 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 160060 members 
Mstep: Class 10 contains 156530 members 
Mstep: Class 11 contains 6485 members 
Mstep: Class 12 contains 164610 members 
Mstep: Class 13 contains 96189 members 
Mstep: Class 14 contains 105083 members 
Mstep: Class 15 contains 93217 members 
Mstep: Class 17 contains 86306 members 
Mstep: Class 19 contains 162786 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411728.000000 Penalty: 56099.433594
Iteration 50Q: 17 clusters Score -1.804117e+08 nChanged 10945
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 3 contains 1519 members 
Mstep: Class 4 contains 172712 members 
Mstep: Class 7 contains 167002 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 160659 members 
Mstep: Class 10 contains 156642 members 
Mstep: Class 11 contains 6498 members 
Mstep: Class 12 contains 164863 members 
Mstep: Class 13 contains 95931 members 
Mstep: Class 14 contains 104390 members 
Mstep: Class 15 contains 93460 members 
Mstep: Class 17 contains 86556 members 
Mstep: Class 19 contains 161866 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412016.000000 Penalty: 56099.433594
Iteration 51Q: 17 clusters Score -1.80412e+08 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 3 contains 1517 members 
Mstep: Class 4 contains 173032 members 
Mstep: Class 7 contains 167053 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 160965 members 
Mstep: Class 10 contains 156796 members 
Mstep: Class 11 contains 6512 members 
Mstep: Class 12 contains 165058 members 
Mstep: Class 13 contains 95675 members 
Mstep: Class 14 contains 103832 members 
Mstep: Class 15 contains 93674 members 
Mstep: Class 17 contains 86817 members 
Mstep: Class 19 contains 161184 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412320.000000 Penalty: 56099.433594
Iteration 52Q: 17 clusters Score -1.804123e+08 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 1516 members 
Mstep: Class 4 contains 173343 members 
Mstep: Class 7 contains 167223 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 161028 members 
Mstep: Class 10 contains 156979 members 
Mstep: Class 11 contains 6520 members 
Mstep: Class 12 contains 165221 members 
Mstep: Class 13 contains 95414 members 
Mstep: Class 14 contains 103320 members 
Mstep: Class 15 contains 93877 members 
Mstep: Class 17 contains 87122 members 
Mstep: Class 19 contains 160569 members 
Mstep: Class 20 contains 2359 members 
Mstep: Class 21 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413008.000000 Penalty: 56099.433594
Iteration 53Q: 17 clusters Score -1.80413e+08 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 3 contains 1518 members 
Mstep: Class 4 contains 173670 members 
Mstep: Class 7 contains 167378 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 160909 members 
Mstep: Class 10 contains 157120 members 
Mstep: Class 11 contains 6536 members 
Mstep: Class 12 contains 165384 members 
Mstep: Class 13 contains 95145 members 
Mstep: Class 14 contains 102914 members 
Mstep: Class 15 contains 94076 members 
Mstep: Class 17 contains 87421 members 
Mstep: Class 19 contains 160064 members 
Mstep: Class 20 contains 2353 members 
Mstep: Class 21 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413072.000000 Penalty: 56099.433594
Iteration 54Q: 17 clusters Score -1.804131e+08 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 3 contains 1516 members 
Mstep: Class 4 contains 174049 members 
Mstep: Class 7 contains 167499 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 160694 members 
Mstep: Class 10 contains 157267 members 
Mstep: Class 11 contains 6561 members 
Mstep: Class 12 contains 165511 members 
Mstep: Class 13 contains 94872 members 
Mstep: Class 14 contains 102585 members 
Mstep: Class 15 contains 94300 members 
Mstep: Class 17 contains 87678 members 
Mstep: Class 19 contains 159623 members 
Mstep: Class 20 contains 2332 members 
Mstep: Class 21 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414496.000000 Penalty: 56099.433594
Iteration 55Q: 17 clusters Score -1.804145e+08 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 174460 members 
Mstep: Class 7 contains 167575 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 160367 members 
Mstep: Class 10 contains 157458 members 
Mstep: Class 11 contains 6582 members 
Mstep: Class 12 contains 165594 members 
Mstep: Class 13 contains 94645 members 
Mstep: Class 14 contains 102217 members 
Mstep: Class 15 contains 94572 members 
Mstep: Class 17 contains 87897 members 
Mstep: Class 19 contains 159258 members 
Mstep: Class 20 contains 2342 members 
Mstep: Class 21 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414736.000000 Penalty: 56099.433594
Iteration 56Q: 17 clusters Score -1.804147e+08 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 4 contains 174841 members 
Mstep: Class 7 contains 167598 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 159975 members 
Mstep: Class 10 contains 157687 members 
Mstep: Class 11 contains 6602 members 
Mstep: Class 12 contains 165614 members 
Mstep: Class 13 contains 94489 members 
Mstep: Class 14 contains 101928 members 
Mstep: Class 15 contains 94830 members 
Mstep: Class 17 contains 88118 members 
Mstep: Class 19 contains 158945 members 
Mstep: Class 20 contains 2342 members 
Mstep: Class 21 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415904.000000 Penalty: 56099.433594
Iteration 57Q: 17 clusters Score -1.804159e+08 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 3 contains 1523 members 
Mstep: Class 4 contains 175184 members 
Mstep: Class 7 contains 167657 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 159464 members 
Mstep: Class 10 contains 157889 members 
Mstep: Class 11 contains 6617 members 
Mstep: Class 12 contains 165633 members 
Mstep: Class 13 contains 94273 members 
Mstep: Class 14 contains 101776 members 
Mstep: Class 15 contains 95003 members 
Mstep: Class 17 contains 88350 members 
Mstep: Class 19 contains 158776 members 
Mstep: Class 20 contains 2348 members 
Mstep: Class 21 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416064.000000 Penalty: 56099.433594
Iteration 58Q: 17 clusters Score -1.804161e+08 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 3 contains 1526 members 
Mstep: Class 4 contains 175531 members 
Mstep: Class 7 contains 167629 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 158947 members 
Mstep: Class 10 contains 158146 members 
Mstep: Class 11 contains 6644 members 
Mstep: Class 12 contains 165658 members 
Mstep: Class 13 contains 94066 members 
Mstep: Class 14 contains 101673 members 
Mstep: Class 15 contains 95193 members 
Mstep: Class 17 contains 88551 members 
Mstep: Class 19 contains 158579 members 
Mstep: Class 20 contains 2350 members 
Mstep: Class 21 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416160.000000 Penalty: 56099.433594
Iteration 59Q: 17 clusters Score -1.804162e+08 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 3 contains 1529 members 
Mstep: Class 4 contains 175822 members 
Mstep: Class 7 contains 167629 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 158409 members 
Mstep: Class 10 contains 158401 members 
Mstep: Class 11 contains 6668 members 
Mstep: Class 12 contains 165666 members 
Mstep: Class 13 contains 93820 members 
Mstep: Class 14 contains 101678 members 
Mstep: Class 15 contains 95352 members 
Mstep: Class 17 contains 88757 members 
Mstep: Class 19 contains 158404 members 
Mstep: Class 20 contains 2358 members 
Mstep: Class 21 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416544.000000 Penalty: 56099.433594
Iteration 60F: 17 clusters Score -1.804165e+08 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 3 contains 1528 members 
Mstep: Class 4 contains 176074 members 
Mstep: Class 7 contains 167593 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 158019 members 
Mstep: Class 10 contains 158639 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 165629 members 
Mstep: Class 13 contains 93615 members 
Mstep: Class 14 contains 101698 members 
Mstep: Class 15 contains 95465 members 
Mstep: Class 17 contains 88959 members 
Mstep: Class 19 contains 158221 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 17 clusters Score -1.804173e+08 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 176369 members 
Mstep: Class 7 contains 167485 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 157602 members 
Mstep: Class 10 contains 158873 members 
Mstep: Class 11 contains 6729 members 
Mstep: Class 12 contains 165569 members 
Mstep: Class 13 contains 93425 members 
Mstep: Class 14 contains 101779 members 
Mstep: Class 15 contains 95632 members 
Mstep: Class 17 contains 89151 members 
Mstep: Class 19 contains 157998 members 
Mstep: Class 20 contains 2353 members 
Mstep: Class 21 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180417424.000000 Penalty: 56099.433594
Iteration 62Q: 17 clusters Score -1.804174e+08 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 3 contains 1525 members 
Mstep: Class 4 contains 176605 members 
Mstep: Class 7 contains 167412 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 157206 members 
Mstep: Class 10 contains 159062 members 
Mstep: Class 11 contains 6761 members 
Mstep: Class 12 contains 165468 members 
Mstep: Class 13 contains 93246 members 
Mstep: Class 14 contains 101923 members 
Mstep: Class 15 contains 95767 members 
Mstep: Class 17 contains 89343 members 
Mstep: Class 19 contains 157825 members 
Mstep: Class 20 contains 2348 members 
Mstep: Class 21 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 17 clusters Score -1.804182e+08 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 3 contains 1523 members 
Mstep: Class 4 contains 176785 members 
Mstep: Class 7 contains 167289 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 156912 members 
Mstep: Class 10 contains 159248 members 
Mstep: Class 11 contains 6802 members 
Mstep: Class 12 contains 165401 members 
Mstep: Class 13 contains 93056 members 
Mstep: Class 14 contains 102064 members 
Mstep: Class 15 contains 95835 members 
Mstep: Class 17 contains 89522 members 
Mstep: Class 19 contains 157709 members 
Mstep: Class 20 contains 2345 members 
Mstep: Class 21 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 17 clusters Score -1.804186e+08 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 176902 members 
Mstep: Class 7 contains 167177 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 156679 members 
Mstep: Class 10 contains 159431 members 
Mstep: Class 11 contains 6844 members 
Mstep: Class 12 contains 165320 members 
Mstep: Class 13 contains 92881 members 
Mstep: Class 14 contains 102251 members 
Mstep: Class 15 contains 95796 members 
Mstep: Class 17 contains 89699 members 
Mstep: Class 19 contains 157649 members 
Mstep: Class 20 contains 2339 members 
Mstep: Class 21 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 17 clusters Score -1.804193e+08 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 3 contains 1526 members 
Mstep: Class 4 contains 176933 members 
Mstep: Class 7 contains 167085 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 156456 members 
Mstep: Class 10 contains 159591 members 
Mstep: Class 11 contains 6888 members 
Mstep: Class 12 contains 165257 members 
Mstep: Class 13 contains 92721 members 
Mstep: Class 14 contains 102468 members 
Mstep: Class 15 contains 95767 members 
Mstep: Class 17 contains 89869 members 
Mstep: Class 19 contains 157594 members 
Mstep: Class 20 contains 2338 members 
Mstep: Class 21 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 17 clusters Score -1.804196e+08 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 3 contains 1528 members 
Mstep: Class 4 contains 176989 members 
Mstep: Class 7 contains 167020 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 156303 members 
Mstep: Class 10 contains 159726 members 
Mstep: Class 11 contains 6919 members 
Mstep: Class 12 contains 165238 members 
Mstep: Class 13 contains 92546 members 
Mstep: Class 14 contains 102677 members 
Mstep: Class 15 contains 95713 members 
Mstep: Class 17 contains 90072 members 
Mstep: Class 19 contains 157426 members 
Mstep: Class 20 contains 2335 members 
Mstep: Class 21 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 67Q: 17 clusters Score -1.804199e+08 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 3 contains 1530 members 
Mstep: Class 4 contains 176963 members 
Mstep: Class 7 contains 166942 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 156213 members 
Mstep: Class 10 contains 159770 members 
Mstep: Class 11 contains 6950 members 
Mstep: Class 12 contains 165245 members 
Mstep: Class 13 contains 92370 members 
Mstep: Class 14 contains 102905 members 
Mstep: Class 15 contains 95653 members 
Mstep: Class 17 contains 90285 members 
Mstep: Class 19 contains 157346 members 
Mstep: Class 20 contains 2322 members 
Mstep: Class 21 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 68Q: 17 clusters Score -1.804204e+08 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 3 contains 1531 members 
Mstep: Class 4 contains 176915 members 
Mstep: Class 7 contains 166838 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 156125 members 
Mstep: Class 10 contains 159784 members 
Mstep: Class 11 contains 6984 members 
Mstep: Class 12 contains 165262 members 
Mstep: Class 13 contains 92224 members 
Mstep: Class 14 contains 103094 members 
Mstep: Class 15 contains 95573 members 
Mstep: Class 17 contains 90479 members 
Mstep: Class 19 contains 157357 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180420720.000000 Penalty: 56099.433594
Iteration 69Q: 17 clusters Score -1.804207e+08 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 1534 members 
Mstep: Class 4 contains 176797 members 
Mstep: Class 7 contains 166742 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 156050 members 
Mstep: Class 10 contains 159785 members 
Mstep: Class 11 contains 7016 members 
Mstep: Class 12 contains 165220 members 
Mstep: Class 13 contains 92111 members 
Mstep: Class 14 contains 103371 members 
Mstep: Class 15 contains 95469 members 
Mstep: Class 17 contains 90652 members 
Mstep: Class 19 contains 157415 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 70Q: 17 clusters Score -1.804213e+08 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 1534 members 
Mstep: Class 4 contains 176665 members 
Mstep: Class 7 contains 166701 members 
Mstep: Class 8 contains 2842 members 
Mstep: Class 9 contains 155959 members 
Mstep: Class 10 contains 159712 members 
Mstep: Class 11 contains 7042 members 
Mstep: Class 12 contains 165172 members 
Mstep: Class 13 contains 91983 members 
Mstep: Class 14 contains 103673 members 
Mstep: Class 15 contains 95334 members 
Mstep: Class 17 contains 90803 members 
Mstep: Class 19 contains 157568 members 
Mstep: Class 20 contains 2351 members 
Mstep: Class 21 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180421136.000000 Penalty: 56099.433594
Iteration 71Q: 17 clusters Score -1.804211e+08 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 1535 members 
Mstep: Class 4 contains 176481 members 
Mstep: Class 7 contains 166637 members 
Mstep: Class 8 contains 2841 members 
Mstep: Class 9 contains 155891 members 
Mstep: Class 10 contains 159648 members 
Mstep: Class 11 contains 7065 members 
Mstep: Class 12 contains 165101 members 
Mstep: Class 13 contains 91831 members 
Mstep: Class 14 contains 104010 members 
Mstep: Class 15 contains 95232 members 
Mstep: Class 17 contains 90940 members 
Mstep: Class 19 contains 157771 members 
Mstep: Class 20 contains 2356 members 
Mstep: Class 21 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180421968.000000 Penalty: 56099.433594
Iteration 72Q: 17 clusters Score -1.80422e+08 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 1538 members 
Mstep: Class 4 contains 176345 members 
Mstep: Class 7 contains 166562 members 
Mstep: Class 8 contains 2839 members 
Mstep: Class 9 contains 155807 members 
Mstep: Class 10 contains 159547 members 
Mstep: Class 11 contains 7084 members 
Mstep: Class 12 contains 165042 members 
Mstep: Class 13 contains 91663 members 
Mstep: Class 14 contains 104396 members 
Mstep: Class 15 contains 95143 members 
Mstep: Class 17 contains 91069 members 
Mstep: Class 19 contains 157944 members 
Mstep: Class 20 contains 2360 members 
Mstep: Class 21 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180422096.000000 Penalty: 56099.433594
Iteration 73Q: 17 clusters Score -1.804221e+08 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 1536 members 
Mstep: Class 4 contains 176219 members 
Mstep: Class 7 contains 166506 members 
Mstep: Class 8 contains 2840 members 
Mstep: Class 9 contains 155752 members 
Mstep: Class 10 contains 159439 members 
Mstep: Class 11 contains 7103 members 
Mstep: Class 12 contains 164974 members 
Mstep: Class 13 contains 91486 members 
Mstep: Class 14 contains 104764 members 
Mstep: Class 15 contains 95034 members 
Mstep: Class 17 contains 91202 members 
Mstep: Class 19 contains 158111 members 
Mstep: Class 20 contains 2373 members 
Mstep: Class 21 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180422656.000000 Penalty: 56099.433594
Iteration 74Q: 17 clusters Score -1.804227e+08 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 1536 members 
Mstep: Class 4 contains 176044 members 
Mstep: Class 7 contains 166419 members 
Mstep: Class 8 contains 2839 members 
Mstep: Class 9 contains 155766 members 
Mstep: Class 10 contains 159326 members 
Mstep: Class 11 contains 7127 members 
Mstep: Class 12 contains 164956 members 
Mstep: Class 13 contains 91267 members 
Mstep: Class 14 contains 105186 members 
Mstep: Class 15 contains 94930 members 
Mstep: Class 17 contains 91331 members 
Mstep: Class 19 contains 158233 members 
Mstep: Class 20 contains 2379 members 
Mstep: Class 21 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180422400.000000 Penalty: 56099.433594
Iteration 75Q: 17 clusters Score -1.804224e+08 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 1533 members 
Mstep: Class 4 contains 175809 members 
Mstep: Class 7 contains 166310 members 
Mstep: Class 8 contains 2839 members 
Mstep: Class 9 contains 155752 members 
Mstep: Class 10 contains 159240 members 
Mstep: Class 11 contains 7146 members 
Mstep: Class 12 contains 164957 members 
Mstep: Class 13 contains 91078 members 
Mstep: Class 14 contains 105667 members 
Mstep: Class 15 contains 94821 members 
Mstep: Class 17 contains 91449 members 
Mstep: Class 19 contains 158343 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180422464.000000 Penalty: 56099.433594
Iteration 76Q: 17 clusters Score -1.804225e+08 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 1535 members 
Mstep: Class 4 contains 175582 members 
Mstep: Class 7 contains 166224 members 
Mstep: Class 8 contains 2840 members 
Mstep: Class 9 contains 155764 members 
Mstep: Class 10 contains 159164 members 
Mstep: Class 11 contains 7161 members 
Mstep: Class 12 contains 164908 members 
Mstep: Class 13 contains 90889 members 
Mstep: Class 14 contains 106163 members 
Mstep: Class 15 contains 94740 members 
Mstep: Class 17 contains 91552 members 
Mstep: Class 19 contains 158420 members 
Mstep: Class 20 contains 2397 members 
Mstep: Class 21 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180422912.000000 Penalty: 56099.433594
Iteration 77Q: 17 clusters Score -1.804229e+08 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 175337 members 
Mstep: Class 7 contains 166216 members 
Mstep: Class 8 contains 2841 members 
Mstep: Class 9 contains 155772 members 
Mstep: Class 10 contains 159063 members 
Mstep: Class 11 contains 7175 members 
Mstep: Class 12 contains 164882 members 
Mstep: Class 13 contains 90705 members 
Mstep: Class 14 contains 106762 members 
Mstep: Class 15 contains 94654 members 
Mstep: Class 17 contains 91646 members 
Mstep: Class 19 contains 158345 members 
Mstep: Class 20 contains 2404 members 
Mstep: Class 21 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180422976.000000 Penalty: 56099.433594
Iteration 78Q: 17 clusters Score -1.80423e+08 nChanged 3818
Entering ConstructFrom: 
Score: -180422976.000000 Penalty: 56099.433594
Entering ConstructFrom: 
Trying to split cluster 1 (1961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Entering Unmasked Estep 
Score: -230458.062500 Penalty: 1880.140015
	Iteration 0F: 2 clusters Score -230458.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -227927.875000 Penalty: 3760.280029
	Iteration 0F: 3 clusters Score -227927.9 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -228876.078125 Penalty: 3760.280029
	Iteration 1F: 3 clusters Score -228876.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -230393.921875 Penalty: 3760.280029
	Iteration 2F: 3 clusters Score -230393.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -231401.687500 Penalty: 3760.280029
	Iteration 3F: 3 clusters Score -231401.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -232401.843750 Penalty: 3760.280029
	Iteration 4F: 3 clusters Score -232401.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -232983.156250 Penalty: 3760.280029
	Iteration 5F: 3 clusters Score -232983.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -233179.875000 Penalty: 3760.280029
	Iteration 6Q: 3 clusters Score -233179.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -233340.171875 Penalty: 3760.280029
	Iteration 7Q: 3 clusters Score -233340.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -233514.812500 Penalty: 3760.280029
	Iteration 8Q: 3 clusters Score -233514.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -233894.593750 Penalty: 3760.280029
	Iteration 9Q: 3 clusters Score -233894.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -234699.406250 Penalty: 3760.280029
	Iteration 10Q: 3 clusters Score -234699.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -234798.859375 Penalty: 3760.280029
	Iteration 11Q: 3 clusters Score -234798.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -234917.171875 Penalty: 3760.280029
	Iteration 12Q: 3 clusters Score -234917.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -234979.156250 Penalty: 3760.280029
	Iteration 13Q: 3 clusters Score -234979.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -235006.265625 Penalty: 3760.280029
	Iteration 14Q: 3 clusters Score -235006.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -235011.953125 Penalty: 3760.280029
	Iteration 15Q: 3 clusters Score -235012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -235014.671875 Penalty: 3760.280029
	Iteration 16Q: 3 clusters Score -235014.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -235015.796875 Penalty: 3760.280029
	Iteration 17Q: 3 clusters Score -235015.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -235019.468750 Penalty: 3760.280029
	Iteration 18Q: 3 clusters Score -235019.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -235027.000000 Penalty: 3760.280029
	Iteration 19Q: 3 clusters Score -235027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -235049.312500 Penalty: 3760.280029
	Iteration 20F: 3 clusters Score -235049.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -235104.812500 Penalty: 3760.280029
	Iteration 21Q: 3 clusters Score -235104.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -235211.500000 Penalty: 3760.280029
	Iteration 22Q: 3 clusters Score -235211.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -235506.031250 Penalty: 3760.280029
	Iteration 23Q: 3 clusters Score -235506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -236296.218750 Penalty: 3760.280029
	Iteration 24Q: 3 clusters Score -236296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -236376.437500 Penalty: 3760.280029
	Iteration 25Q: 3 clusters Score -236376.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -236449.078125 Penalty: 3760.280029
	Iteration 26Q: 3 clusters Score -236449.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -236449.078125 Penalty: 3760.280029
	Iteration 27F: 3 clusters Score -236449.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1240 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 175090 members 
Mstep: Class 7 contains 166225 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 155756 members 
Mstep: Class 10 contains 158946 members 
Mstep: Class 11 contains 7193 members 
Mstep: Class 12 contains 164850 members 
Mstep: Class 13 contains 90550 members 
Mstep: Class 14 contains 107378 members 
Mstep: Class 15 contains 94549 members 
Mstep: Class 17 contains 91692 members 
Mstep: Class 19 contains 158308 members 
Mstep: Class 20 contains 2422 members 
Mstep: Class 21 contains 1100 members 
Entering Unmasked Estep 
Score: -180427712.000000 Penalty: 59605.648438
Splitting cluster 1 changes total score from -180422976.000000 to -180427712.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (1537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Entering Unmasked Estep 
Score: -187613.890625 Penalty: 1819.721802
	Iteration 0F: 2 clusters Score -187613.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -185358.140625 Penalty: 3639.443604
	Iteration 0F: 3 clusters Score -185358.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -185945.218750 Penalty: 3639.443604
	Iteration 1F: 3 clusters Score -185945.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -186161.187500 Penalty: 3639.443604
	Iteration 2F: 3 clusters Score -186161.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -186335.562500 Penalty: 3639.443604
	Iteration 3F: 3 clusters Score -186335.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -186492.250000 Penalty: 3639.443604
	Iteration 4F: 3 clusters Score -186492.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -186617.031250 Penalty: 3639.443604
	Iteration 5Q: 3 clusters Score -186617 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -186692.515625 Penalty: 3639.443604
	Iteration 6Q: 3 clusters Score -186692.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -186744.406250 Penalty: 3639.443604
	Iteration 7Q: 3 clusters Score -186744.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -186777.250000 Penalty: 3639.443604
	Iteration 8Q: 3 clusters Score -186777.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -186792.921875 Penalty: 3639.443604
	Iteration 9Q: 3 clusters Score -186792.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -186814.750000 Penalty: 3639.443604
	Iteration 10Q: 3 clusters Score -186814.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -186839.734375 Penalty: 3639.443604
	Iteration 11Q: 3 clusters Score -186839.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -186853.953125 Penalty: 3639.443604
	Iteration 12Q: 3 clusters Score -186854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -186860.046875 Penalty: 3639.443604
	Iteration 13Q: 3 clusters Score -186860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -186866.718750 Penalty: 3639.443604
	Iteration 14Q: 3 clusters Score -186866.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -186870.171875 Penalty: 3639.443604
	Iteration 15Q: 3 clusters Score -186870.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -186871.640625 Penalty: 3639.443604
	Iteration 16Q: 3 clusters Score -186871.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -186874.390625 Penalty: 3639.443604
	Iteration 17Q: 3 clusters Score -186874.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -186878.046875 Penalty: 3639.443604
	Iteration 18Q: 3 clusters Score -186878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -186881.328125 Penalty: 3639.443604
	Iteration 19Q: 3 clusters Score -186881.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -186883.718750 Penalty: 3639.443604
	Iteration 20F: 3 clusters Score -186883.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -186886.843750 Penalty: 3639.443604
	Iteration 21Q: 3 clusters Score -186886.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -186889.265625 Penalty: 3639.443604
	Iteration 22Q: 3 clusters Score -186889.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -186892.015625 Penalty: 3639.443604
	Iteration 23Q: 3 clusters Score -186892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -186892.015625 Penalty: 3639.443604
	Iteration 24F: 3 clusters Score -186892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (175090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175090 members 
Entering Unmasked Estep 
Score: -23282184.000000 Penalty: 2994.117676
	Iteration 0F: 2 clusters Score -2.328218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87201 members 
Mstep: Class 2 contains 87889 members 
Entering Unmasked Estep 
Score: -23168282.000000 Penalty: 5988.235352
	Iteration 0F: 3 clusters Score -2.316828e+07 nChanged 83718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83629 members 
Mstep: Class 2 contains 91461 members 
Entering Unmasked Estep 
Score: -23217048.000000 Penalty: 5988.235352
	Iteration 1F: 3 clusters Score -2.321705e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81426 members 
Mstep: Class 2 contains 93664 members 
Entering Unmasked Estep 
Score: -23218500.000000 Penalty: 5988.235352
	Iteration 2Q: 3 clusters Score -2.32185e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78185 members 
Mstep: Class 2 contains 96905 members 
Entering Unmasked Estep 
Score: -23220568.000000 Penalty: 5988.235352
	Iteration 3Q: 3 clusters Score -2.322057e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73384 members 
Mstep: Class 2 contains 101706 members 
Entering Unmasked Estep 
Score: -23223830.000000 Penalty: 5988.235352
	Iteration 4Q: 3 clusters Score -2.322383e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66831 members 
Mstep: Class 2 contains 108259 members 
Entering Unmasked Estep 
Score: -23229186.000000 Penalty: 5988.235352
	Iteration 5Q: 3 clusters Score -2.322919e+07 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 116584 members 
Entering Unmasked Estep 
Score: -23236964.000000 Penalty: 5988.235352
	Iteration 6F: 3 clusters Score -2.323696e+07 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 125711 members 
Entering Unmasked Estep 
Score: -23245548.000000 Penalty: 5988.235352
	Iteration 7F: 3 clusters Score -2.324555e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 134377 members 
Entering Unmasked Estep 
Score: -23253680.000000 Penalty: 5988.235352
	Iteration 8F: 3 clusters Score -2.325368e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 142243 members 
Entering Unmasked Estep 
Score: -23259798.000000 Penalty: 5988.235352
	Iteration 9F: 3 clusters Score -2.32598e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 149238 members 
Entering Unmasked Estep 
Score: -23264874.000000 Penalty: 5988.235352
	Iteration 10Q: 3 clusters Score -2.326487e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 155335 members 
Entering Unmasked Estep 
Score: -23268844.000000 Penalty: 5988.235352
	Iteration 11Q: 3 clusters Score -2.326884e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 160595 members 
Entering Unmasked Estep 
Score: -23272018.000000 Penalty: 5988.235352
	Iteration 12Q: 3 clusters Score -2.327202e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 164870 members 
Entering Unmasked Estep 
Score: -23274550.000000 Penalty: 5988.235352
	Iteration 13Q: 3 clusters Score -2.327455e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 168161 members 
Entering Unmasked Estep 
Score: -23276366.000000 Penalty: 5988.235352
	Iteration 14Q: 3 clusters Score -2.327637e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 170567 members 
Entering Unmasked Estep 
Score: -23277672.000000 Penalty: 5988.235352
	Iteration 15Q: 3 clusters Score -2.327767e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 172117 members 
Entering Unmasked Estep 
Score: -23278424.000000 Penalty: 5988.235352
	Iteration 16Q: 3 clusters Score -2.327842e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 173071 members 
Entering Unmasked Estep 
Score: -23278850.000000 Penalty: 5988.235352
	Iteration 17Q: 3 clusters Score -2.327885e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 173651 members 
Entering Unmasked Estep 
Score: -23279092.000000 Penalty: 5988.235352
	Iteration 18Q: 3 clusters Score -2.327909e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 173979 members 
Entering Unmasked Estep 
Score: -23279324.000000 Penalty: 5988.235352
	Iteration 19Q: 3 clusters Score -2.327932e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 174149 members 
Entering Unmasked Estep 
Score: -23279464.000000 Penalty: 5988.235352
	Iteration 20F: 3 clusters Score -2.327946e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 174261 members 
Entering Unmasked Estep 
Score: -23279560.000000 Penalty: 5988.235352
	Iteration 21Q: 3 clusters Score -2.327956e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 174339 members 
Entering Unmasked Estep 
Score: -23279582.000000 Penalty: 5988.235352
	Iteration 22Q: 3 clusters Score -2.327958e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 174393 members 
Entering Unmasked Estep 
Score: -23279638.000000 Penalty: 5988.235352
	Iteration 23Q: 3 clusters Score -2.327964e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 174429 members 
Entering Unmasked Estep 
Score: -23279638.000000 Penalty: 5988.235352
	Iteration 24Q: 3 clusters Score -2.327964e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 174449 members 
Entering Unmasked Estep 
Score: -23279648.000000 Penalty: 5988.235352
	Iteration 25Q: 3 clusters Score -2.327965e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 174472 members 
Entering Unmasked Estep 
Score: -23279678.000000 Penalty: 5988.235352
	Iteration 26Q: 3 clusters Score -2.327968e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 174479 members 
Entering Unmasked Estep 
Score: -23279678.000000 Penalty: 5988.235352
	Iteration 27Q: 3 clusters Score -2.327968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 174485 members 
Entering Unmasked Estep 
Score: -23279698.000000 Penalty: 5988.235352
	Iteration 28Q: 3 clusters Score -2.32797e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 174491 members 
Entering Unmasked Estep 
Score: -23279702.000000 Penalty: 5988.235352
	Iteration 29Q: 3 clusters Score -2.32797e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 174500 members 
Entering Unmasked Estep 
Score: -23279698.000000 Penalty: 5988.235352
	Iteration 30Q: 3 clusters Score -2.32797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 174505 members 
Entering Unmasked Estep 
Score: -23279702.000000 Penalty: 5988.235352
	Iteration 31Q: 3 clusters Score -2.32797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 174507 members 
Entering Unmasked Estep 
Score: -23279708.000000 Penalty: 5988.235352
	Iteration 32Q: 3 clusters Score -2.327971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 174510 members 
Entering Unmasked Estep 
Score: -23279694.000000 Penalty: 5988.235352
	Iteration 33Q: 3 clusters Score -2.327969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 174513 members 
Entering Unmasked Estep 
Score: -23279688.000000 Penalty: 5988.235352
	Iteration 34Q: 3 clusters Score -2.327969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 174517 members 
Entering Unmasked Estep 
Score: -23279690.000000 Penalty: 5988.235352
	Iteration 35Q: 3 clusters Score -2.327969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 174521 members 
Entering Unmasked Estep 
Score: -23279700.000000 Penalty: 5988.235352
	Iteration 36Q: 3 clusters Score -2.32797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 174523 members 
Entering Unmasked Estep 
Score: -23279698.000000 Penalty: 5988.235352
	Iteration 37Q: 3 clusters Score -2.32797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 174524 members 
Entering Unmasked Estep 
Score: -23279700.000000 Penalty: 5988.235352
	Iteration 38Q: 3 clusters Score -2.32797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 174526 members 
Entering Unmasked Estep 
Score: -23279712.000000 Penalty: 5988.235352
	Iteration 39Q: 3 clusters Score -2.327971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 174526 members 
Entering Unmasked Estep 
Score: -23279712.000000 Penalty: 5988.235352
	Iteration 40F: 3 clusters Score -2.327971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (166225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166225 members 
Entering Unmasked Estep 
Score: -21988140.000000 Penalty: 2981.232178
	Iteration 0F: 2 clusters Score -2.198814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83327 members 
Mstep: Class 2 contains 82898 members 
Entering Unmasked Estep 
Score: -21882604.000000 Penalty: 5962.464355
	Iteration 0F: 3 clusters Score -2.18826e+07 nChanged 79282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86337 members 
Mstep: Class 2 contains 79888 members 
Entering Unmasked Estep 
Score: -21928096.000000 Penalty: 5962.464355
	Iteration 1F: 3 clusters Score -2.19281e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88313 members 
Mstep: Class 2 contains 77912 members 
Entering Unmasked Estep 
Score: -21929108.000000 Penalty: 5962.464355
	Iteration 2Q: 3 clusters Score -2.192911e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91568 members 
Mstep: Class 2 contains 74657 members 
Entering Unmasked Estep 
Score: -21930654.000000 Penalty: 5962.464355
	Iteration 3Q: 3 clusters Score -2.193065e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96491 members 
Mstep: Class 2 contains 69734 members 
Entering Unmasked Estep 
Score: -21933178.000000 Penalty: 5962.464355
	Iteration 4Q: 3 clusters Score -2.193318e+07 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103835 members 
Mstep: Class 2 contains 62390 members 
Entering Unmasked Estep 
Score: -21937338.000000 Penalty: 5962.464355
	Iteration 5F: 3 clusters Score -2.193734e+07 nChanged 11648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114289 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -21944874.000000 Penalty: 5962.464355
	Iteration 6F: 3 clusters Score -2.194487e+07 nChanged 14180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127293 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -21956608.000000 Penalty: 5962.464355
	Iteration 7F: 3 clusters Score -2.195661e+07 nChanged 13919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140254 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -21969176.000000 Penalty: 5962.464355
	Iteration 8F: 3 clusters Score -2.196918e+07 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149970 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -21979224.000000 Penalty: 5962.464355
	Iteration 9F: 3 clusters Score -2.197922e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155703 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -21984538.000000 Penalty: 5962.464355
	Iteration 10Q: 3 clusters Score -2.198454e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158822 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -21987124.000000 Penalty: 5962.464355
	Iteration 11Q: 3 clusters Score -2.198712e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160398 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -21987966.000000 Penalty: 5962.464355
	Iteration 12Q: 3 clusters Score -2.198797e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161327 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -21988266.000000 Penalty: 5962.464355
	Iteration 13Q: 3 clusters Score -2.198827e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161952 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -21988294.000000 Penalty: 5962.464355
	Iteration 14Q: 3 clusters Score -2.198829e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162420 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -21988356.000000 Penalty: 5962.464355
	Iteration 15Q: 3 clusters Score -2.198836e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162778 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -21988400.000000 Penalty: 5962.464355
	Iteration 16Q: 3 clusters Score -2.19884e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163065 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -21988332.000000 Penalty: 5962.464355
	Iteration 17Q: 3 clusters Score -2.198833e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163276 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -21988412.000000 Penalty: 5962.464355
	Iteration 18Q: 3 clusters Score -2.198841e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163432 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -21988340.000000 Penalty: 5962.464355
	Iteration 19Q: 3 clusters Score -2.198834e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163552 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -21988276.000000 Penalty: 5962.464355
	Iteration 20F: 3 clusters Score -2.198828e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163635 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -21988240.000000 Penalty: 5962.464355
	Iteration 21Q: 3 clusters Score -2.198824e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163729 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -21988182.000000 Penalty: 5962.464355
	Iteration 22Q: 3 clusters Score -2.198818e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163816 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -21988138.000000 Penalty: 5962.464355
	Iteration 23Q: 3 clusters Score -2.198814e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163884 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -21988120.000000 Penalty: 5962.464355
	Iteration 24Q: 3 clusters Score -2.198812e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163938 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -21988136.000000 Penalty: 5962.464355
	Iteration 25Q: 3 clusters Score -2.198814e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163987 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -21988112.000000 Penalty: 5962.464355
	Iteration 26Q: 3 clusters Score -2.198811e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164019 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -21988100.000000 Penalty: 5962.464355
	Iteration 27Q: 3 clusters Score -2.19881e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164040 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -21988074.000000 Penalty: 5962.464355
	Iteration 28Q: 3 clusters Score -2.198807e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164046 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -21988060.000000 Penalty: 5962.464355
	Iteration 29Q: 3 clusters Score -2.198806e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164062 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -21988050.000000 Penalty: 5962.464355
	Iteration 30Q: 3 clusters Score -2.198805e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164075 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -21988064.000000 Penalty: 5962.464355
	Iteration 31Q: 3 clusters Score -2.198806e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164083 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -21988064.000000 Penalty: 5962.464355
	Iteration 32Q: 3 clusters Score -2.198806e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164097 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -21988070.000000 Penalty: 5962.464355
	Iteration 33Q: 3 clusters Score -2.198807e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164110 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -21988042.000000 Penalty: 5962.464355
	Iteration 34Q: 3 clusters Score -2.198804e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164119 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -21988032.000000 Penalty: 5962.464355
	Iteration 35Q: 3 clusters Score -2.198803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164130 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -21988064.000000 Penalty: 5962.464355
	Iteration 36Q: 3 clusters Score -2.198806e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164136 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -21988056.000000 Penalty: 5962.464355
	Iteration 37Q: 3 clusters Score -2.198806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164147 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -21988046.000000 Penalty: 5962.464355
	Iteration 38Q: 3 clusters Score -2.198805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164158 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -21988054.000000 Penalty: 5962.464355
	Iteration 39Q: 3 clusters Score -2.198805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164165 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -21988036.000000 Penalty: 5962.464355
	Iteration 40F: 3 clusters Score -2.198804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164169 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -21988046.000000 Penalty: 5962.464355
	Iteration 41Q: 3 clusters Score -2.198805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164170 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -21988066.000000 Penalty: 5962.464355
	Iteration 42Q: 3 clusters Score -2.198807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164170 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -21988050.000000 Penalty: 5962.464355
	Iteration 43Q: 3 clusters Score -2.198805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164171 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -21988050.000000 Penalty: 5962.464355
	Iteration 44Q: 3 clusters Score -2.198805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164175 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -21988050.000000 Penalty: 5962.464355
	Iteration 45Q: 3 clusters Score -2.198805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164178 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -21988040.000000 Penalty: 5962.464355
	Iteration 46Q: 3 clusters Score -2.198804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164183 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -21988030.000000 Penalty: 5962.464355
	Iteration 47Q: 3 clusters Score -2.198803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164189 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -21988014.000000 Penalty: 5962.464355
	Iteration 48Q: 3 clusters Score -2.198801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164195 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -21988022.000000 Penalty: 5962.464355
	Iteration 49Q: 3 clusters Score -2.198802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164199 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -21988014.000000 Penalty: 5962.464355
	Iteration 50Q: 3 clusters Score -2.198801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164202 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -21988008.000000 Penalty: 5962.464355
	Iteration 51Q: 3 clusters Score -2.198801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164205 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -21988020.000000 Penalty: 5962.464355
	Iteration 52Q: 3 clusters Score -2.198802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164212 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -21988002.000000 Penalty: 5962.464355
	Iteration 53Q: 3 clusters Score -2.1988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164217 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -21988004.000000 Penalty: 5962.464355
	Iteration 54Q: 3 clusters Score -2.1988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164223 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -21987994.000000 Penalty: 5962.464355
	Iteration 55Q: 3 clusters Score -2.198799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164228 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -21988014.000000 Penalty: 5962.464355
	Iteration 56Q: 3 clusters Score -2.198801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164231 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -21988030.000000 Penalty: 5962.464355
	Iteration 57Q: 3 clusters Score -2.198803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164235 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -21988018.000000 Penalty: 5962.464355
	Iteration 58Q: 3 clusters Score -2.198802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164238 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -21988008.000000 Penalty: 5962.464355
	Iteration 59Q: 3 clusters Score -2.198801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164242 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -21988002.000000 Penalty: 5962.464355
	Iteration 60F: 3 clusters Score -2.1988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164242 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -21987996.000000 Penalty: 5962.464355
	Iteration 61Q: 3 clusters Score -2.1988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164243 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -21988006.000000 Penalty: 5962.464355
	Iteration 62Q: 3 clusters Score -2.198801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164243 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -21988006.000000 Penalty: 5962.464355
	Iteration 63F: 3 clusters Score -2.198801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Entering Unmasked Estep 
Score: -379150.406250 Penalty: 1972.248535
	Iteration 0F: 2 clusters Score -379150.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -375960.406250 Penalty: 3944.497070
	Iteration 0F: 3 clusters Score -375960.4 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -376586.375000 Penalty: 3944.497070
	Iteration 1F: 3 clusters Score -376586.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -376811.062500 Penalty: 3944.497070
	Iteration 2F: 3 clusters Score -376811.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -377001.031250 Penalty: 3944.497070
	Iteration 3F: 3 clusters Score -377001 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -377182.750000 Penalty: 3944.497070
	Iteration 4F: 3 clusters Score -377182.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -377351.468750 Penalty: 3944.497070
	Iteration 5Q: 3 clusters Score -377351.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -377555.031250 Penalty: 3944.497070
	Iteration 6F: 3 clusters Score -377555 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -377769.406250 Penalty: 3944.497070
	Iteration 7Q: 3 clusters Score -377769.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -377991.156250 Penalty: 3944.497070
	Iteration 8F: 3 clusters Score -377991.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -378170.937500 Penalty: 3944.497070
	Iteration 9Q: 3 clusters Score -378170.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -378326.187500 Penalty: 3944.497070
	Iteration 10Q: 3 clusters Score -378326.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -378482.125000 Penalty: 3944.497070
	Iteration 11Q: 3 clusters Score -378482.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -378632.031250 Penalty: 3944.497070
	Iteration 12Q: 3 clusters Score -378632 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -378760.281250 Penalty: 3944.497070
	Iteration 13Q: 3 clusters Score -378760.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -378844.781250 Penalty: 3944.497070
	Iteration 14Q: 3 clusters Score -378844.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -378889.718750 Penalty: 3944.497070
	Iteration 15Q: 3 clusters Score -378889.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -378926.812500 Penalty: 3944.497070
	Iteration 16Q: 3 clusters Score -378926.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -378938.343750 Penalty: 3944.497070
	Iteration 17Q: 3 clusters Score -378938.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -378944.156250 Penalty: 3944.497070
	Iteration 18Q: 3 clusters Score -378944.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -378944.500000 Penalty: 3944.497070
	Iteration 19Q: 3 clusters Score -378944.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -378945.875000 Penalty: 3944.497070
	Iteration 20F: 3 clusters Score -378945.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (155756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155756 members 
Entering Unmasked Estep 
Score: -20605890.000000 Penalty: 2965.099365
	Iteration 0F: 2 clusters Score -2.060589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77442 members 
Mstep: Class 2 contains 78314 members 
Entering Unmasked Estep 
Score: -20502632.000000 Penalty: 5930.198730
	Iteration 0F: 3 clusters Score -2.050263e+07 nChanged 74542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73196 members 
Mstep: Class 2 contains 82560 members 
Entering Unmasked Estep 
Score: -20547510.000000 Penalty: 5930.198730
	Iteration 1F: 3 clusters Score -2.054751e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71347 members 
Mstep: Class 2 contains 84409 members 
Entering Unmasked Estep 
Score: -20550486.000000 Penalty: 5930.198730
	Iteration 2Q: 3 clusters Score -2.055049e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69244 members 
Mstep: Class 2 contains 86512 members 
Entering Unmasked Estep 
Score: -20554742.000000 Penalty: 5930.198730
	Iteration 3Q: 3 clusters Score -2.055474e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66909 members 
Mstep: Class 2 contains 88847 members 
Entering Unmasked Estep 
Score: -20559160.000000 Penalty: 5930.198730
	Iteration 4F: 3 clusters Score -2.055916e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64350 members 
Mstep: Class 2 contains 91406 members 
Entering Unmasked Estep 
Score: -20563546.000000 Penalty: 5930.198730
	Iteration 5F: 3 clusters Score -2.056355e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61599 members 
Mstep: Class 2 contains 94157 members 
Entering Unmasked Estep 
Score: -20567674.000000 Penalty: 5930.198730
	Iteration 6F: 3 clusters Score -2.056767e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58362 members 
Mstep: Class 2 contains 97394 members 
Entering Unmasked Estep 
Score: -20571136.000000 Penalty: 5930.198730
	Iteration 7Q: 3 clusters Score -2.057114e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54813 members 
Mstep: Class 2 contains 100943 members 
Entering Unmasked Estep 
Score: -20574022.000000 Penalty: 5930.198730
	Iteration 8Q: 3 clusters Score -2.057402e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 104862 members 
Entering Unmasked Estep 
Score: -20576580.000000 Penalty: 5930.198730
	Iteration 9Q: 3 clusters Score -2.057658e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 109087 members 
Entering Unmasked Estep 
Score: -20579102.000000 Penalty: 5930.198730
	Iteration 10Q: 3 clusters Score -2.05791e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 113476 members 
Entering Unmasked Estep 
Score: -20581374.000000 Penalty: 5930.198730
	Iteration 11Q: 3 clusters Score -2.058137e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 117868 members 
Entering Unmasked Estep 
Score: -20583538.000000 Penalty: 5930.198730
	Iteration 12Q: 3 clusters Score -2.058354e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 122117 members 
Entering Unmasked Estep 
Score: -20585710.000000 Penalty: 5930.198730
	Iteration 13Q: 3 clusters Score -2.058571e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 126243 members 
Entering Unmasked Estep 
Score: -20587776.000000 Penalty: 5930.198730
	Iteration 14Q: 3 clusters Score -2.058778e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 130065 members 
Entering Unmasked Estep 
Score: -20589400.000000 Penalty: 5930.198730
	Iteration 15Q: 3 clusters Score -2.05894e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 133620 members 
Entering Unmasked Estep 
Score: -20591064.000000 Penalty: 5930.198730
	Iteration 16Q: 3 clusters Score -2.059106e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 136913 members 
Entering Unmasked Estep 
Score: -20592778.000000 Penalty: 5930.198730
	Iteration 17Q: 3 clusters Score -2.059278e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 139946 members 
Entering Unmasked Estep 
Score: -20594296.000000 Penalty: 5930.198730
	Iteration 18Q: 3 clusters Score -2.05943e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 142765 members 
Entering Unmasked Estep 
Score: -20595902.000000 Penalty: 5930.198730
	Iteration 19Q: 3 clusters Score -2.05959e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 145366 members 
Entering Unmasked Estep 
Score: -20597452.000000 Penalty: 5930.198730
	Iteration 20F: 3 clusters Score -2.059745e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 147639 members 
Entering Unmasked Estep 
Score: -20598842.000000 Penalty: 5930.198730
	Iteration 21Q: 3 clusters Score -2.059884e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 149632 members 
Entering Unmasked Estep 
Score: -20600100.000000 Penalty: 5930.198730
	Iteration 22Q: 3 clusters Score -2.06001e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 151267 members 
Entering Unmasked Estep 
Score: -20601048.000000 Penalty: 5930.198730
	Iteration 23Q: 3 clusters Score -2.060105e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 152463 members 
Entering Unmasked Estep 
Score: -20601834.000000 Penalty: 5930.198730
	Iteration 24Q: 3 clusters Score -2.060183e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 153334 members 
Entering Unmasked Estep 
Score: -20602266.000000 Penalty: 5930.198730
	Iteration 25Q: 3 clusters Score -2.060227e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 153909 members 
Entering Unmasked Estep 
Score: -20602598.000000 Penalty: 5930.198730
	Iteration 26Q: 3 clusters Score -2.06026e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 154300 members 
Entering Unmasked Estep 
Score: -20602798.000000 Penalty: 5930.198730
	Iteration 27Q: 3 clusters Score -2.06028e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 154541 members 
Entering Unmasked Estep 
Score: -20602946.000000 Penalty: 5930.198730
	Iteration 28Q: 3 clusters Score -2.060295e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 154708 members 
Entering Unmasked Estep 
Score: -20603052.000000 Penalty: 5930.198730
	Iteration 29Q: 3 clusters Score -2.060305e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 154823 members 
Entering Unmasked Estep 
Score: -20603128.000000 Penalty: 5930.198730
	Iteration 30Q: 3 clusters Score -2.060313e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 154894 members 
Entering Unmasked Estep 
Score: -20603186.000000 Penalty: 5930.198730
	Iteration 31Q: 3 clusters Score -2.060319e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 154950 members 
Entering Unmasked Estep 
Score: -20603214.000000 Penalty: 5930.198730
	Iteration 32Q: 3 clusters Score -2.060321e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 154996 members 
Entering Unmasked Estep 
Score: -20603280.000000 Penalty: 5930.198730
	Iteration 33Q: 3 clusters Score -2.060328e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 155029 members 
Entering Unmasked Estep 
Score: -20603300.000000 Penalty: 5930.198730
	Iteration 34Q: 3 clusters Score -2.06033e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 155052 members 
Entering Unmasked Estep 
Score: -20603324.000000 Penalty: 5930.198730
	Iteration 35Q: 3 clusters Score -2.060332e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 155072 members 
Entering Unmasked Estep 
Score: -20603326.000000 Penalty: 5930.198730
	Iteration 36Q: 3 clusters Score -2.060333e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 155088 members 
Entering Unmasked Estep 
Score: -20603352.000000 Penalty: 5930.198730
	Iteration 37Q: 3 clusters Score -2.060335e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 155097 members 
Entering Unmasked Estep 
Score: -20603358.000000 Penalty: 5930.198730
	Iteration 38Q: 3 clusters Score -2.060336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 155101 members 
Entering Unmasked Estep 
Score: -20603368.000000 Penalty: 5930.198730
	Iteration 39Q: 3 clusters Score -2.060337e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 155105 members 
Entering Unmasked Estep 
Score: -20603368.000000 Penalty: 5930.198730
	Iteration 40F: 3 clusters Score -2.060337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 155110 members 
Entering Unmasked Estep 
Score: -20603362.000000 Penalty: 5930.198730
	Iteration 41Q: 3 clusters Score -2.060336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 155114 members 
Entering Unmasked Estep 
Score: -20603362.000000 Penalty: 5930.198730
	Iteration 42Q: 3 clusters Score -2.060336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 155120 members 
Entering Unmasked Estep 
Score: -20603356.000000 Penalty: 5930.198730
	Iteration 43Q: 3 clusters Score -2.060336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 155125 members 
Entering Unmasked Estep 
Score: -20603356.000000 Penalty: 5930.198730
	Iteration 44Q: 3 clusters Score -2.060336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 155128 members 
Entering Unmasked Estep 
Score: -20603370.000000 Penalty: 5930.198730
	Iteration 45Q: 3 clusters Score -2.060337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 155134 members 
Entering Unmasked Estep 
Score: -20603388.000000 Penalty: 5930.198730
	Iteration 46Q: 3 clusters Score -2.060339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 155137 members 
Entering Unmasked Estep 
Score: -20603390.000000 Penalty: 5930.198730
	Iteration 47Q: 3 clusters Score -2.060339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 155142 members 
Entering Unmasked Estep 
Score: -20603390.000000 Penalty: 5930.198730
	Iteration 48Q: 3 clusters Score -2.060339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 155147 members 
Entering Unmasked Estep 
Score: -20603398.000000 Penalty: 5930.198730
	Iteration 49Q: 3 clusters Score -2.06034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 155149 members 
Entering Unmasked Estep 
Score: -20603392.000000 Penalty: 5930.198730
	Iteration 50Q: 3 clusters Score -2.060339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 155151 members 
Entering Unmasked Estep 
Score: -20603416.000000 Penalty: 5930.198730
	Iteration 51Q: 3 clusters Score -2.060342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 155161 members 
Entering Unmasked Estep 
Score: -20603434.000000 Penalty: 5930.198730
	Iteration 52Q: 3 clusters Score -2.060343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 155168 members 
Entering Unmasked Estep 
Score: -20603444.000000 Penalty: 5930.198730
	Iteration 53Q: 3 clusters Score -2.060344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 155173 members 
Entering Unmasked Estep 
Score: -20603452.000000 Penalty: 5930.198730
	Iteration 54Q: 3 clusters Score -2.060345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 155175 members 
Entering Unmasked Estep 
Score: -20603450.000000 Penalty: 5930.198730
	Iteration 55Q: 3 clusters Score -2.060345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 155178 members 
Entering Unmasked Estep 
Score: -20603458.000000 Penalty: 5930.198730
	Iteration 56Q: 3 clusters Score -2.060346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 155180 members 
Entering Unmasked Estep 
Score: -20603466.000000 Penalty: 5930.198730
	Iteration 57Q: 3 clusters Score -2.060347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 155185 members 
Entering Unmasked Estep 
Score: -20603464.000000 Penalty: 5930.198730
	Iteration 58Q: 3 clusters Score -2.060346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 155187 members 
Entering Unmasked Estep 
Score: -20603462.000000 Penalty: 5930.198730
	Iteration 59Q: 3 clusters Score -2.060346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 155193 members 
Entering Unmasked Estep 
Score: -20603470.000000 Penalty: 5930.198730
	Iteration 60F: 3 clusters Score -2.060347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 155194 members 
Entering Unmasked Estep 
Score: -20603468.000000 Penalty: 5930.198730
	Iteration 61Q: 3 clusters Score -2.060347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 155194 members 
Entering Unmasked Estep 
Score: -20603468.000000 Penalty: 5930.198730
	Iteration 62F: 3 clusters Score -2.060347e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (158946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158946 members 
Entering Unmasked Estep 
Score: -21049826.000000 Penalty: 2970.127441
	Iteration 0F: 2 clusters Score -2.104983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79223 members 
Mstep: Class 2 contains 79723 members 
Entering Unmasked Estep 
Score: -20945506.000000 Penalty: 5940.254883
	Iteration 0F: 3 clusters Score -2.094551e+07 nChanged 75937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75700 members 
Mstep: Class 2 contains 83246 members 
Entering Unmasked Estep 
Score: -20990710.000000 Penalty: 5940.254883
	Iteration 1F: 3 clusters Score -2.099071e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73102 members 
Mstep: Class 2 contains 85844 members 
Entering Unmasked Estep 
Score: -20993984.000000 Penalty: 5940.254883
	Iteration 2Q: 3 clusters Score -2.099398e+07 nChanged 9034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68820 members 
Mstep: Class 2 contains 90126 members 
Entering Unmasked Estep 
Score: -20999398.000000 Penalty: 5940.254883
	Iteration 3F: 3 clusters Score -2.09994e+07 nChanged 11490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62404 members 
Mstep: Class 2 contains 96542 members 
Entering Unmasked Estep 
Score: -21008110.000000 Penalty: 5940.254883
	Iteration 4F: 3 clusters Score -2.100811e+07 nChanged 12825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 104451 members 
Entering Unmasked Estep 
Score: -21018850.000000 Penalty: 5940.254883
	Iteration 5F: 3 clusters Score -2.101885e+07 nChanged 11708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 111627 members 
Entering Unmasked Estep 
Score: -21028874.000000 Penalty: 5940.254883
	Iteration 6F: 3 clusters Score -2.102887e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 116963 members 
Entering Unmasked Estep 
Score: -21035214.000000 Penalty: 5940.254883
	Iteration 7F: 3 clusters Score -2.103521e+07 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 120862 members 
Entering Unmasked Estep 
Score: -21038560.000000 Penalty: 5940.254883
	Iteration 8Q: 3 clusters Score -2.103856e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 124236 members 
Entering Unmasked Estep 
Score: -21040622.000000 Penalty: 5940.254883
	Iteration 9Q: 3 clusters Score -2.104062e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 127191 members 
Entering Unmasked Estep 
Score: -21042158.000000 Penalty: 5940.254883
	Iteration 10Q: 3 clusters Score -2.104216e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 129756 members 
Entering Unmasked Estep 
Score: -21043434.000000 Penalty: 5940.254883
	Iteration 11Q: 3 clusters Score -2.104343e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 132011 members 
Entering Unmasked Estep 
Score: -21044450.000000 Penalty: 5940.254883
	Iteration 12Q: 3 clusters Score -2.104445e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 134018 members 
Entering Unmasked Estep 
Score: -21045260.000000 Penalty: 5940.254883
	Iteration 13Q: 3 clusters Score -2.104526e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 135815 members 
Entering Unmasked Estep 
Score: -21045938.000000 Penalty: 5940.254883
	Iteration 14Q: 3 clusters Score -2.104594e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 137532 members 
Entering Unmasked Estep 
Score: -21046482.000000 Penalty: 5940.254883
	Iteration 15Q: 3 clusters Score -2.104648e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 139065 members 
Entering Unmasked Estep 
Score: -21047004.000000 Penalty: 5940.254883
	Iteration 16Q: 3 clusters Score -2.1047e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 140531 members 
Entering Unmasked Estep 
Score: -21047560.000000 Penalty: 5940.254883
	Iteration 17Q: 3 clusters Score -2.104756e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 141859 members 
Entering Unmasked Estep 
Score: -21048018.000000 Penalty: 5940.254883
	Iteration 18Q: 3 clusters Score -2.104802e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 143078 members 
Entering Unmasked Estep 
Score: -21048316.000000 Penalty: 5940.254883
	Iteration 19Q: 3 clusters Score -2.104832e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 144152 members 
Entering Unmasked Estep 
Score: -21048536.000000 Penalty: 5940.254883
	Iteration 20F: 3 clusters Score -2.104854e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 145137 members 
Entering Unmasked Estep 
Score: -21048766.000000 Penalty: 5940.254883
	Iteration 21Q: 3 clusters Score -2.104877e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 146042 members 
Entering Unmasked Estep 
Score: -21048996.000000 Penalty: 5940.254883
	Iteration 22Q: 3 clusters Score -2.1049e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 146835 members 
Entering Unmasked Estep 
Score: -21049184.000000 Penalty: 5940.254883
	Iteration 23Q: 3 clusters Score -2.104918e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 147544 members 
Entering Unmasked Estep 
Score: -21049468.000000 Penalty: 5940.254883
	Iteration 24Q: 3 clusters Score -2.104947e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 148186 members 
Entering Unmasked Estep 
Score: -21049542.000000 Penalty: 5940.254883
	Iteration 25Q: 3 clusters Score -2.104954e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 148716 members 
Entering Unmasked Estep 
Score: -21049660.000000 Penalty: 5940.254883
	Iteration 26Q: 3 clusters Score -2.104966e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 149219 members 
Entering Unmasked Estep 
Score: -21049746.000000 Penalty: 5940.254883
	Iteration 27Q: 3 clusters Score -2.104975e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 149676 members 
Entering Unmasked Estep 
Score: -21049836.000000 Penalty: 5940.254883
	Iteration 28Q: 3 clusters Score -2.104984e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 150110 members 
Entering Unmasked Estep 
Score: -21049922.000000 Penalty: 5940.254883
	Iteration 29Q: 3 clusters Score -2.104992e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 150475 members 
Entering Unmasked Estep 
Score: -21049990.000000 Penalty: 5940.254883
	Iteration 30Q: 3 clusters Score -2.104999e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 150787 members 
Entering Unmasked Estep 
Score: -21050034.000000 Penalty: 5940.254883
	Iteration 31Q: 3 clusters Score -2.105003e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 151097 members 
Entering Unmasked Estep 
Score: -21050078.000000 Penalty: 5940.254883
	Iteration 32Q: 3 clusters Score -2.105008e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 151401 members 
Entering Unmasked Estep 
Score: -21050100.000000 Penalty: 5940.254883
	Iteration 33Q: 3 clusters Score -2.10501e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 151674 members 
Entering Unmasked Estep 
Score: -21050102.000000 Penalty: 5940.254883
	Iteration 34Q: 3 clusters Score -2.10501e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 151947 members 
Entering Unmasked Estep 
Score: -21050156.000000 Penalty: 5940.254883
	Iteration 35Q: 3 clusters Score -2.105016e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 152187 members 
Entering Unmasked Estep 
Score: -21050172.000000 Penalty: 5940.254883
	Iteration 36Q: 3 clusters Score -2.105017e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 152400 members 
Entering Unmasked Estep 
Score: -21050176.000000 Penalty: 5940.254883
	Iteration 37Q: 3 clusters Score -2.105018e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 152587 members 
Entering Unmasked Estep 
Score: -21050204.000000 Penalty: 5940.254883
	Iteration 38Q: 3 clusters Score -2.10502e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 152758 members 
Entering Unmasked Estep 
Score: -21050178.000000 Penalty: 5940.254883
	Iteration 39Q: 3 clusters Score -2.105018e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 152938 members 
Entering Unmasked Estep 
Score: -21050200.000000 Penalty: 5940.254883
	Iteration 40F: 3 clusters Score -2.10502e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 153101 members 
Entering Unmasked Estep 
Score: -21050182.000000 Penalty: 5940.254883
	Iteration 41Q: 3 clusters Score -2.105018e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 153243 members 
Entering Unmasked Estep 
Score: -21050204.000000 Penalty: 5940.254883
	Iteration 42Q: 3 clusters Score -2.10502e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 153376 members 
Entering Unmasked Estep 
Score: -21050234.000000 Penalty: 5940.254883
	Iteration 43Q: 3 clusters Score -2.105023e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 153489 members 
Entering Unmasked Estep 
Score: -21050238.000000 Penalty: 5940.254883
	Iteration 44Q: 3 clusters Score -2.105024e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 153603 members 
Entering Unmasked Estep 
Score: -21050216.000000 Penalty: 5940.254883
	Iteration 45Q: 3 clusters Score -2.105022e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 153703 members 
Entering Unmasked Estep 
Score: -21050224.000000 Penalty: 5940.254883
	Iteration 46Q: 3 clusters Score -2.105022e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 153788 members 
Entering Unmasked Estep 
Score: -21050228.000000 Penalty: 5940.254883
	Iteration 47Q: 3 clusters Score -2.105023e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 153855 members 
Entering Unmasked Estep 
Score: -21050248.000000 Penalty: 5940.254883
	Iteration 48Q: 3 clusters Score -2.105025e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 153923 members 
Entering Unmasked Estep 
Score: -21050254.000000 Penalty: 5940.254883
	Iteration 49Q: 3 clusters Score -2.105025e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 153990 members 
Entering Unmasked Estep 
Score: -21050270.000000 Penalty: 5940.254883
	Iteration 50Q: 3 clusters Score -2.105027e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 154047 members 
Entering Unmasked Estep 
Score: -21050282.000000 Penalty: 5940.254883
	Iteration 51Q: 3 clusters Score -2.105028e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 154091 members 
Entering Unmasked Estep 
Score: -21050314.000000 Penalty: 5940.254883
	Iteration 52Q: 3 clusters Score -2.105031e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 154126 members 
Entering Unmasked Estep 
Score: -21050302.000000 Penalty: 5940.254883
	Iteration 53Q: 3 clusters Score -2.10503e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 154157 members 
Entering Unmasked Estep 
Score: -21050294.000000 Penalty: 5940.254883
	Iteration 54Q: 3 clusters Score -2.105029e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 154188 members 
Entering Unmasked Estep 
Score: -21050314.000000 Penalty: 5940.254883
	Iteration 55Q: 3 clusters Score -2.105031e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 154216 members 
Entering Unmasked Estep 
Score: -21050322.000000 Penalty: 5940.254883
	Iteration 56Q: 3 clusters Score -2.105032e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 154243 members 
Entering Unmasked Estep 
Score: -21050314.000000 Penalty: 5940.254883
	Iteration 57Q: 3 clusters Score -2.105031e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 154261 members 
Entering Unmasked Estep 
Score: -21050304.000000 Penalty: 5940.254883
	Iteration 58Q: 3 clusters Score -2.10503e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 154280 members 
Entering Unmasked Estep 
Score: -21050318.000000 Penalty: 5940.254883
	Iteration 59Q: 3 clusters Score -2.105032e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 154296 members 
Entering Unmasked Estep 
Score: -21050324.000000 Penalty: 5940.254883
	Iteration 60F: 3 clusters Score -2.105032e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 154315 members 
Entering Unmasked Estep 
Score: -21050336.000000 Penalty: 5940.254883
	Iteration 61Q: 3 clusters Score -2.105034e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 154336 members 
Entering Unmasked Estep 
Score: -21050322.000000 Penalty: 5940.254883
	Iteration 62Q: 3 clusters Score -2.105032e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 154351 members 
Entering Unmasked Estep 
Score: -21050320.000000 Penalty: 5940.254883
	Iteration 63Q: 3 clusters Score -2.105032e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 154362 members 
Entering Unmasked Estep 
Score: -21050310.000000 Penalty: 5940.254883
	Iteration 64Q: 3 clusters Score -2.105031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 154373 members 
Entering Unmasked Estep 
Score: -21050314.000000 Penalty: 5940.254883
	Iteration 65Q: 3 clusters Score -2.105031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 154383 members 
Entering Unmasked Estep 
Score: -21050320.000000 Penalty: 5940.254883
	Iteration 66Q: 3 clusters Score -2.105032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 154391 members 
Entering Unmasked Estep 
Score: -21050296.000000 Penalty: 5940.254883
	Iteration 67Q: 3 clusters Score -2.10503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 154402 members 
Entering Unmasked Estep 
Score: -21050280.000000 Penalty: 5940.254883
	Iteration 68Q: 3 clusters Score -2.105028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 154413 members 
Entering Unmasked Estep 
Score: -21050276.000000 Penalty: 5940.254883
	Iteration 69Q: 3 clusters Score -2.105028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 154422 members 
Entering Unmasked Estep 
Score: -21050270.000000 Penalty: 5940.254883
	Iteration 70Q: 3 clusters Score -2.105027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 154434 members 
Entering Unmasked Estep 
Score: -21050256.000000 Penalty: 5940.254883
	Iteration 71Q: 3 clusters Score -2.105026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 154446 members 
Entering Unmasked Estep 
Score: -21050244.000000 Penalty: 5940.254883
	Iteration 72Q: 3 clusters Score -2.105024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 154452 members 
Entering Unmasked Estep 
Score: -21050254.000000 Penalty: 5940.254883
	Iteration 73Q: 3 clusters Score -2.105025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 154458 members 
Entering Unmasked Estep 
Score: -21050260.000000 Penalty: 5940.254883
	Iteration 74Q: 3 clusters Score -2.105026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 154460 members 
Entering Unmasked Estep 
Score: -21050254.000000 Penalty: 5940.254883
	Iteration 75Q: 3 clusters Score -2.105025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 154462 members 
Entering Unmasked Estep 
Score: -21050252.000000 Penalty: 5940.254883
	Iteration 76Q: 3 clusters Score -2.105025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 154464 members 
Entering Unmasked Estep 
Score: -21050246.000000 Penalty: 5940.254883
	Iteration 77Q: 3 clusters Score -2.105025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 154466 members 
Entering Unmasked Estep 
Score: -21050244.000000 Penalty: 5940.254883
	Iteration 78Q: 3 clusters Score -2.105024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 154466 members 
Entering Unmasked Estep 
Score: -21050244.000000 Penalty: 5940.254883
	Iteration 79F: 3 clusters Score -2.105024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1240 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 175090 members 
Mstep: Class 5 contains 154466 members 
Mstep: Class 7 contains 166225 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 155756 members 
Mstep: Class 10 contains 4480 members 
Mstep: Class 11 contains 7193 members 
Mstep: Class 12 contains 164850 members 
Mstep: Class 13 contains 90550 members 
Mstep: Class 14 contains 107378 members 
Mstep: Class 15 contains 94549 members 
Mstep: Class 17 contains 91692 members 
Mstep: Class 19 contains 158308 members 
Mstep: Class 20 contains 2422 members 
Mstep: Class 21 contains 1100 members 
Entering Unmasked Estep 
Score: -180428096.000000 Penalty: 63111.863281
Splitting cluster 10 changes total score from -180422976.000000 to -180428096.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 11 (7193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Entering Unmasked Estep 
Score: -913265.937500 Penalty: 2202.454102
	Iteration 0F: 2 clusters Score -913265.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -907398.250000 Penalty: 4404.908203
	Iteration 0F: 3 clusters Score -907398.2 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -909026.312500 Penalty: 4404.908203
	Iteration 1F: 3 clusters Score -909026.3 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -909632.875000 Penalty: 4404.908203
	Iteration 2F: 3 clusters Score -909632.9 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -910374.750000 Penalty: 4404.908203
	Iteration 3F: 3 clusters Score -910374.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -910908.125000 Penalty: 4404.908203
	Iteration 4F: 3 clusters Score -910908.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -911214.062500 Penalty: 4404.908203
	Iteration 5F: 3 clusters Score -911214.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -911388.312500 Penalty: 4404.908203
	Iteration 6Q: 3 clusters Score -911388.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -911490.125000 Penalty: 4404.908203
	Iteration 7Q: 3 clusters Score -911490.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -911548.750000 Penalty: 4404.908203
	Iteration 8Q: 3 clusters Score -911548.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -911582.812500 Penalty: 4404.908203
	Iteration 9Q: 3 clusters Score -911582.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -911608.562500 Penalty: 4404.908203
	Iteration 10Q: 3 clusters Score -911608.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -911623.562500 Penalty: 4404.908203
	Iteration 11Q: 3 clusters Score -911623.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -911632.312500 Penalty: 4404.908203
	Iteration 12Q: 3 clusters Score -911632.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -911646.250000 Penalty: 4404.908203
	Iteration 13Q: 3 clusters Score -911646.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -911657.187500 Penalty: 4404.908203
	Iteration 14Q: 3 clusters Score -911657.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -911660.750000 Penalty: 4404.908203
	Iteration 15Q: 3 clusters Score -911660.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -911665.500000 Penalty: 4404.908203
	Iteration 16Q: 3 clusters Score -911665.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -911670.375000 Penalty: 4404.908203
	Iteration 17Q: 3 clusters Score -911670.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -911677.500000 Penalty: 4404.908203
	Iteration 18Q: 3 clusters Score -911677.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -911678.562500 Penalty: 4404.908203
	Iteration 19Q: 3 clusters Score -911678.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -911682.250000 Penalty: 4404.908203
	Iteration 20F: 3 clusters Score -911682.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -911683.687500 Penalty: 4404.908203
	Iteration 21Q: 3 clusters Score -911683.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -911692.250000 Penalty: 4404.908203
	Iteration 22Q: 3 clusters Score -911692.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -911696.000000 Penalty: 4404.908203
	Iteration 23Q: 3 clusters Score -911696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -911703.437500 Penalty: 4404.908203
	Iteration 24Q: 3 clusters Score -911703.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -911707.187500 Penalty: 4404.908203
	Iteration 25Q: 3 clusters Score -911707.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -911712.250000 Penalty: 4404.908203
	Iteration 26Q: 3 clusters Score -911712.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -911715.812500 Penalty: 4404.908203
	Iteration 27Q: 3 clusters Score -911715.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -911714.937500 Penalty: 4404.908203
	Iteration 28Q: 3 clusters Score -911714.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -911717.125000 Penalty: 4404.908203
	Iteration 29Q: 3 clusters Score -911717.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -911718.062500 Penalty: 4404.908203
	Iteration 30Q: 3 clusters Score -911718.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -911718.687500 Penalty: 4404.908203
	Iteration 31Q: 3 clusters Score -911718.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -911720.250000 Penalty: 4404.908203
	Iteration 32Q: 3 clusters Score -911720.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -911721.375000 Penalty: 4404.908203
	Iteration 33Q: 3 clusters Score -911721.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -911722.000000 Penalty: 4404.908203
	Iteration 34Q: 3 clusters Score -911722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -911722.062500 Penalty: 4404.908203
	Iteration 35Q: 3 clusters Score -911722.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -911723.625000 Penalty: 4404.908203
	Iteration 36Q: 3 clusters Score -911723.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -911725.750000 Penalty: 4404.908203
	Iteration 37Q: 3 clusters Score -911725.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -911725.937500 Penalty: 4404.908203
	Iteration 38Q: 3 clusters Score -911725.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -911725.312500 Penalty: 4404.908203
	Iteration 39Q: 3 clusters Score -911725.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -911725.312500 Penalty: 4404.908203
	Iteration 40F: 3 clusters Score -911725.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (164850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164850 members 
Entering Unmasked Estep 
Score: -21947738.000000 Penalty: 2979.172363
	Iteration 0F: 2 clusters Score -2.194774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82343 members 
Mstep: Class 2 contains 82507 members 
Entering Unmasked Estep 
Score: -21842492.000000 Penalty: 5958.344727
	Iteration 0F: 3 clusters Score -2.184249e+07 nChanged 79045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80360 members 
Mstep: Class 2 contains 84490 members 
Entering Unmasked Estep 
Score: -21889120.000000 Penalty: 5958.344727
	Iteration 1F: 3 clusters Score -2.188912e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78840 members 
Mstep: Class 2 contains 86010 members 
Entering Unmasked Estep 
Score: -21891246.000000 Penalty: 5958.344727
	Iteration 2Q: 3 clusters Score -2.189125e+07 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76407 members 
Mstep: Class 2 contains 88443 members 
Entering Unmasked Estep 
Score: -21894528.000000 Penalty: 5958.344727
	Iteration 3Q: 3 clusters Score -2.189453e+07 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73007 members 
Mstep: Class 2 contains 91843 members 
Entering Unmasked Estep 
Score: -21899472.000000 Penalty: 5958.344727
	Iteration 4F: 3 clusters Score -2.189947e+07 nChanged 10648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68497 members 
Mstep: Class 2 contains 96353 members 
Entering Unmasked Estep 
Score: -21905776.000000 Penalty: 5958.344727
	Iteration 5F: 3 clusters Score -2.190578e+07 nChanged 11546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63163 members 
Mstep: Class 2 contains 101687 members 
Entering Unmasked Estep 
Score: -21912896.000000 Penalty: 5958.344727
	Iteration 6F: 3 clusters Score -2.19129e+07 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57757 members 
Mstep: Class 2 contains 107093 members 
Entering Unmasked Estep 
Score: -21920648.000000 Penalty: 5958.344727
	Iteration 7F: 3 clusters Score -2.192065e+07 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 112051 members 
Entering Unmasked Estep 
Score: -21927882.000000 Penalty: 5958.344727
	Iteration 8F: 3 clusters Score -2.192788e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 116183 members 
Entering Unmasked Estep 
Score: -21933360.000000 Penalty: 5958.344727
	Iteration 9Q: 3 clusters Score -2.193336e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 119408 members 
Entering Unmasked Estep 
Score: -21936360.000000 Penalty: 5958.344727
	Iteration 10Q: 3 clusters Score -2.193636e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 122163 members 
Entering Unmasked Estep 
Score: -21938282.000000 Penalty: 5958.344727
	Iteration 11Q: 3 clusters Score -2.193828e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 124717 members 
Entering Unmasked Estep 
Score: -21939504.000000 Penalty: 5958.344727
	Iteration 12Q: 3 clusters Score -2.19395e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 127142 members 
Entering Unmasked Estep 
Score: -21940634.000000 Penalty: 5958.344727
	Iteration 13Q: 3 clusters Score -2.194063e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 129369 members 
Entering Unmasked Estep 
Score: -21941640.000000 Penalty: 5958.344727
	Iteration 14Q: 3 clusters Score -2.194164e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 131462 members 
Entering Unmasked Estep 
Score: -21942432.000000 Penalty: 5958.344727
	Iteration 15Q: 3 clusters Score -2.194243e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 133387 members 
Entering Unmasked Estep 
Score: -21943194.000000 Penalty: 5958.344727
	Iteration 16Q: 3 clusters Score -2.194319e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 135184 members 
Entering Unmasked Estep 
Score: -21943864.000000 Penalty: 5958.344727
	Iteration 17Q: 3 clusters Score -2.194386e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 136899 members 
Entering Unmasked Estep 
Score: -21944514.000000 Penalty: 5958.344727
	Iteration 18Q: 3 clusters Score -2.194451e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 138488 members 
Entering Unmasked Estep 
Score: -21945008.000000 Penalty: 5958.344727
	Iteration 19Q: 3 clusters Score -2.194501e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 139986 members 
Entering Unmasked Estep 
Score: -21945506.000000 Penalty: 5958.344727
	Iteration 20F: 3 clusters Score -2.194551e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 141361 members 
Entering Unmasked Estep 
Score: -21946026.000000 Penalty: 5958.344727
	Iteration 21Q: 3 clusters Score -2.194603e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 142637 members 
Entering Unmasked Estep 
Score: -21946598.000000 Penalty: 5958.344727
	Iteration 22Q: 3 clusters Score -2.19466e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 143914 members 
Entering Unmasked Estep 
Score: -21947262.000000 Penalty: 5958.344727
	Iteration 23Q: 3 clusters Score -2.194726e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 145104 members 
Entering Unmasked Estep 
Score: -21947658.000000 Penalty: 5958.344727
	Iteration 24Q: 3 clusters Score -2.194766e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 146140 members 
Entering Unmasked Estep 
Score: -21948034.000000 Penalty: 5958.344727
	Iteration 25Q: 3 clusters Score -2.194803e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 147096 members 
Entering Unmasked Estep 
Score: -21948382.000000 Penalty: 5958.344727
	Iteration 26Q: 3 clusters Score -2.194838e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 147949 members 
Entering Unmasked Estep 
Score: -21948674.000000 Penalty: 5958.344727
	Iteration 27Q: 3 clusters Score -2.194867e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 148748 members 
Entering Unmasked Estep 
Score: -21948910.000000 Penalty: 5958.344727
	Iteration 28Q: 3 clusters Score -2.194891e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 149452 members 
Entering Unmasked Estep 
Score: -21949056.000000 Penalty: 5958.344727
	Iteration 29Q: 3 clusters Score -2.194906e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 150062 members 
Entering Unmasked Estep 
Score: -21949198.000000 Penalty: 5958.344727
	Iteration 30Q: 3 clusters Score -2.19492e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 150591 members 
Entering Unmasked Estep 
Score: -21949174.000000 Penalty: 5958.344727
	Iteration 31Q: 3 clusters Score -2.194917e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 151091 members 
Entering Unmasked Estep 
Score: -21949198.000000 Penalty: 5958.344727
	Iteration 32Q: 3 clusters Score -2.19492e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 151521 members 
Entering Unmasked Estep 
Score: -21949272.000000 Penalty: 5958.344727
	Iteration 33Q: 3 clusters Score -2.194927e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 151877 members 
Entering Unmasked Estep 
Score: -21949354.000000 Penalty: 5958.344727
	Iteration 34Q: 3 clusters Score -2.194935e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 152173 members 
Entering Unmasked Estep 
Score: -21949486.000000 Penalty: 5958.344727
	Iteration 35Q: 3 clusters Score -2.194949e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 152453 members 
Entering Unmasked Estep 
Score: -21949512.000000 Penalty: 5958.344727
	Iteration 36Q: 3 clusters Score -2.194951e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 152701 members 
Entering Unmasked Estep 
Score: -21949506.000000 Penalty: 5958.344727
	Iteration 37Q: 3 clusters Score -2.194951e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 152943 members 
Entering Unmasked Estep 
Score: -21949456.000000 Penalty: 5958.344727
	Iteration 38Q: 3 clusters Score -2.194946e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 153178 members 
Entering Unmasked Estep 
Score: -21949490.000000 Penalty: 5958.344727
	Iteration 39Q: 3 clusters Score -2.194949e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 153385 members 
Entering Unmasked Estep 
Score: -21949508.000000 Penalty: 5958.344727
	Iteration 40F: 3 clusters Score -2.194951e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 153569 members 
Entering Unmasked Estep 
Score: -21949488.000000 Penalty: 5958.344727
	Iteration 41Q: 3 clusters Score -2.194949e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 153742 members 
Entering Unmasked Estep 
Score: -21949494.000000 Penalty: 5958.344727
	Iteration 42Q: 3 clusters Score -2.194949e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 153919 members 
Entering Unmasked Estep 
Score: -21949486.000000 Penalty: 5958.344727
	Iteration 43Q: 3 clusters Score -2.194949e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 154080 members 
Entering Unmasked Estep 
Score: -21949444.000000 Penalty: 5958.344727
	Iteration 44Q: 3 clusters Score -2.194944e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 154218 members 
Entering Unmasked Estep 
Score: -21949508.000000 Penalty: 5958.344727
	Iteration 45Q: 3 clusters Score -2.194951e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 154337 members 
Entering Unmasked Estep 
Score: -21949494.000000 Penalty: 5958.344727
	Iteration 46Q: 3 clusters Score -2.194949e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 154456 members 
Entering Unmasked Estep 
Score: -21949520.000000 Penalty: 5958.344727
	Iteration 47Q: 3 clusters Score -2.194952e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 154570 members 
Entering Unmasked Estep 
Score: -21949504.000000 Penalty: 5958.344727
	Iteration 48Q: 3 clusters Score -2.19495e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 154677 members 
Entering Unmasked Estep 
Score: -21949472.000000 Penalty: 5958.344727
	Iteration 49Q: 3 clusters Score -2.194947e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 154775 members 
Entering Unmasked Estep 
Score: -21949494.000000 Penalty: 5958.344727
	Iteration 50Q: 3 clusters Score -2.194949e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 154871 members 
Entering Unmasked Estep 
Score: -21949518.000000 Penalty: 5958.344727
	Iteration 51Q: 3 clusters Score -2.194952e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 154943 members 
Entering Unmasked Estep 
Score: -21949534.000000 Penalty: 5958.344727
	Iteration 52Q: 3 clusters Score -2.194953e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 155010 members 
Entering Unmasked Estep 
Score: -21949508.000000 Penalty: 5958.344727
	Iteration 53Q: 3 clusters Score -2.194951e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 155064 members 
Entering Unmasked Estep 
Score: -21949518.000000 Penalty: 5958.344727
	Iteration 54Q: 3 clusters Score -2.194952e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 155122 members 
Entering Unmasked Estep 
Score: -21949514.000000 Penalty: 5958.344727
	Iteration 55Q: 3 clusters Score -2.194951e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 155180 members 
Entering Unmasked Estep 
Score: -21949502.000000 Penalty: 5958.344727
	Iteration 56Q: 3 clusters Score -2.19495e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 155227 members 
Entering Unmasked Estep 
Score: -21949508.000000 Penalty: 5958.344727
	Iteration 57Q: 3 clusters Score -2.194951e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 155274 members 
Entering Unmasked Estep 
Score: -21949496.000000 Penalty: 5958.344727
	Iteration 58Q: 3 clusters Score -2.19495e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 155314 members 
Entering Unmasked Estep 
Score: -21949492.000000 Penalty: 5958.344727
	Iteration 59Q: 3 clusters Score -2.194949e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 155357 members 
Entering Unmasked Estep 
Score: -21949470.000000 Penalty: 5958.344727
	Iteration 60F: 3 clusters Score -2.194947e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 155408 members 
Entering Unmasked Estep 
Score: -21949446.000000 Penalty: 5958.344727
	Iteration 61Q: 3 clusters Score -2.194945e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 155458 members 
Entering Unmasked Estep 
Score: -21949446.000000 Penalty: 5958.344727
	Iteration 62Q: 3 clusters Score -2.194945e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 155519 members 
Entering Unmasked Estep 
Score: -21949434.000000 Penalty: 5958.344727
	Iteration 63Q: 3 clusters Score -2.194943e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 155564 members 
Entering Unmasked Estep 
Score: -21949438.000000 Penalty: 5958.344727
	Iteration 64Q: 3 clusters Score -2.194944e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 155598 members 
Entering Unmasked Estep 
Score: -21949402.000000 Penalty: 5958.344727
	Iteration 65Q: 3 clusters Score -2.19494e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 155630 members 
Entering Unmasked Estep 
Score: -21949376.000000 Penalty: 5958.344727
	Iteration 66Q: 3 clusters Score -2.194938e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 155661 members 
Entering Unmasked Estep 
Score: -21949390.000000 Penalty: 5958.344727
	Iteration 67Q: 3 clusters Score -2.194939e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 155683 members 
Entering Unmasked Estep 
Score: -21949378.000000 Penalty: 5958.344727
	Iteration 68Q: 3 clusters Score -2.194938e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 155708 members 
Entering Unmasked Estep 
Score: -21949402.000000 Penalty: 5958.344727
	Iteration 69Q: 3 clusters Score -2.19494e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 155724 members 
Entering Unmasked Estep 
Score: -21949398.000000 Penalty: 5958.344727
	Iteration 70Q: 3 clusters Score -2.19494e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 155740 members 
Entering Unmasked Estep 
Score: -21949386.000000 Penalty: 5958.344727
	Iteration 71Q: 3 clusters Score -2.194939e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 155759 members 
Entering Unmasked Estep 
Score: -21949412.000000 Penalty: 5958.344727
	Iteration 72Q: 3 clusters Score -2.194941e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 155777 members 
Entering Unmasked Estep 
Score: -21949402.000000 Penalty: 5958.344727
	Iteration 73Q: 3 clusters Score -2.19494e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 155793 members 
Entering Unmasked Estep 
Score: -21949408.000000 Penalty: 5958.344727
	Iteration 74Q: 3 clusters Score -2.194941e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 155811 members 
Entering Unmasked Estep 
Score: -21949394.000000 Penalty: 5958.344727
	Iteration 75Q: 3 clusters Score -2.194939e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 155832 members 
Entering Unmasked Estep 
Score: -21949390.000000 Penalty: 5958.344727
	Iteration 76Q: 3 clusters Score -2.194939e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 155853 members 
Entering Unmasked Estep 
Score: -21949402.000000 Penalty: 5958.344727
	Iteration 77Q: 3 clusters Score -2.19494e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 155879 members 
Entering Unmasked Estep 
Score: -21949416.000000 Penalty: 5958.344727
	Iteration 78Q: 3 clusters Score -2.194942e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 155912 members 
Entering Unmasked Estep 
Score: -21949448.000000 Penalty: 5958.344727
	Iteration 79Q: 3 clusters Score -2.194945e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 155942 members 
Entering Unmasked Estep 
Score: -21949452.000000 Penalty: 5958.344727
	Iteration 80F: 3 clusters Score -2.194945e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 155982 members 
Entering Unmasked Estep 
Score: -21949456.000000 Penalty: 5958.344727
	Iteration 81Q: 3 clusters Score -2.194946e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 156017 members 
Entering Unmasked Estep 
Score: -21949452.000000 Penalty: 5958.344727
	Iteration 82Q: 3 clusters Score -2.194945e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 156055 members 
Entering Unmasked Estep 
Score: -21949464.000000 Penalty: 5958.344727
	Iteration 83Q: 3 clusters Score -2.194946e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 156091 members 
Entering Unmasked Estep 
Score: -21949480.000000 Penalty: 5958.344727
	Iteration 84Q: 3 clusters Score -2.194948e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 156113 members 
Entering Unmasked Estep 
Score: -21949502.000000 Penalty: 5958.344727
	Iteration 85Q: 3 clusters Score -2.19495e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 156134 members 
Entering Unmasked Estep 
Score: -21949504.000000 Penalty: 5958.344727
	Iteration 86Q: 3 clusters Score -2.19495e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 156162 members 
Entering Unmasked Estep 
Score: -21949490.000000 Penalty: 5958.344727
	Iteration 87Q: 3 clusters Score -2.194949e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 156176 members 
Entering Unmasked Estep 
Score: -21949490.000000 Penalty: 5958.344727
	Iteration 88Q: 3 clusters Score -2.194949e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 156194 members 
Entering Unmasked Estep 
Score: -21949486.000000 Penalty: 5958.344727
	Iteration 89Q: 3 clusters Score -2.194949e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 156208 members 
Entering Unmasked Estep 
Score: -21949496.000000 Penalty: 5958.344727
	Iteration 90Q: 3 clusters Score -2.19495e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 156224 members 
Entering Unmasked Estep 
Score: -21949508.000000 Penalty: 5958.344727
	Iteration 91Q: 3 clusters Score -2.194951e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 156238 members 
Entering Unmasked Estep 
Score: -21949518.000000 Penalty: 5958.344727
	Iteration 92Q: 3 clusters Score -2.194952e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 156257 members 
Entering Unmasked Estep 
Score: -21949536.000000 Penalty: 5958.344727
	Iteration 93Q: 3 clusters Score -2.194954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 156271 members 
Entering Unmasked Estep 
Score: -21949548.000000 Penalty: 5958.344727
	Iteration 94Q: 3 clusters Score -2.194955e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 156288 members 
Entering Unmasked Estep 
Score: -21949540.000000 Penalty: 5958.344727
	Iteration 95Q: 3 clusters Score -2.194954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 156312 members 
Entering Unmasked Estep 
Score: -21949528.000000 Penalty: 5958.344727
	Iteration 96Q: 3 clusters Score -2.194953e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 156336 members 
Entering Unmasked Estep 
Score: -21949526.000000 Penalty: 5958.344727
	Iteration 97Q: 3 clusters Score -2.194953e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 156359 members 
Entering Unmasked Estep 
Score: -21949520.000000 Penalty: 5958.344727
	Iteration 98Q: 3 clusters Score -2.194952e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 156387 members 
Entering Unmasked Estep 
Score: -21949530.000000 Penalty: 5958.344727
	Iteration 99Q: 3 clusters Score -2.194953e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 156411 members 
Entering Unmasked Estep 
Score: -21949498.000000 Penalty: 5958.344727
	Iteration 100F: 3 clusters Score -2.19495e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 156425 members 
Entering Unmasked Estep 
Score: -21949486.000000 Penalty: 5958.344727
	Iteration 101Q: 3 clusters Score -2.194949e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 156439 members 
Entering Unmasked Estep 
Score: -21949492.000000 Penalty: 5958.344727
	Iteration 102Q: 3 clusters Score -2.194949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 156451 members 
Entering Unmasked Estep 
Score: -21949486.000000 Penalty: 5958.344727
	Iteration 103Q: 3 clusters Score -2.194949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 156463 members 
Entering Unmasked Estep 
Score: -21949506.000000 Penalty: 5958.344727
	Iteration 104Q: 3 clusters Score -2.194951e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 156479 members 
Entering Unmasked Estep 
Score: -21949490.000000 Penalty: 5958.344727
	Iteration 105Q: 3 clusters Score -2.194949e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 156494 members 
Entering Unmasked Estep 
Score: -21949506.000000 Penalty: 5958.344727
	Iteration 106Q: 3 clusters Score -2.194951e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 156514 members 
Entering Unmasked Estep 
Score: -21949478.000000 Penalty: 5958.344727
	Iteration 107Q: 3 clusters Score -2.194948e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 156532 members 
Entering Unmasked Estep 
Score: -21949470.000000 Penalty: 5958.344727
	Iteration 108Q: 3 clusters Score -2.194947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 156541 members 
Entering Unmasked Estep 
Score: -21949458.000000 Penalty: 5958.344727
	Iteration 109Q: 3 clusters Score -2.194946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 156554 members 
Entering Unmasked Estep 
Score: -21949460.000000 Penalty: 5958.344727
	Iteration 110Q: 3 clusters Score -2.194946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 156565 members 
Entering Unmasked Estep 
Score: -21949460.000000 Penalty: 5958.344727
	Iteration 111Q: 3 clusters Score -2.194946e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 156580 members 
Entering Unmasked Estep 
Score: -21949438.000000 Penalty: 5958.344727
	Iteration 112Q: 3 clusters Score -2.194944e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 156590 members 
Entering Unmasked Estep 
Score: -21949448.000000 Penalty: 5958.344727
	Iteration 113Q: 3 clusters Score -2.194945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 156600 members 
Entering Unmasked Estep 
Score: -21949442.000000 Penalty: 5958.344727
	Iteration 114Q: 3 clusters Score -2.194944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 156606 members 
Entering Unmasked Estep 
Score: -21949444.000000 Penalty: 5958.344727
	Iteration 115Q: 3 clusters Score -2.194944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 156613 members 
Entering Unmasked Estep 
Score: -21949430.000000 Penalty: 5958.344727
	Iteration 116Q: 3 clusters Score -2.194943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 156624 members 
Entering Unmasked Estep 
Score: -21949448.000000 Penalty: 5958.344727
	Iteration 117Q: 3 clusters Score -2.194945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 156632 members 
Entering Unmasked Estep 
Score: -21949444.000000 Penalty: 5958.344727
	Iteration 118Q: 3 clusters Score -2.194944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 156640 members 
Entering Unmasked Estep 
Score: -21949422.000000 Penalty: 5958.344727
	Iteration 119Q: 3 clusters Score -2.194942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 156649 members 
Entering Unmasked Estep 
Score: -21949418.000000 Penalty: 5958.344727
	Iteration 120F: 3 clusters Score -2.194942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 156656 members 
Entering Unmasked Estep 
Score: -21949432.000000 Penalty: 5958.344727
	Iteration 121Q: 3 clusters Score -2.194943e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 156664 members 
Entering Unmasked Estep 
Score: -21949418.000000 Penalty: 5958.344727
	Iteration 122Q: 3 clusters Score -2.194942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 156671 members 
Entering Unmasked Estep 
Score: -21949408.000000 Penalty: 5958.344727
	Iteration 123Q: 3 clusters Score -2.194941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 156677 members 
Entering Unmasked Estep 
Score: -21949402.000000 Penalty: 5958.344727
	Iteration 124Q: 3 clusters Score -2.19494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 156686 members 
Entering Unmasked Estep 
Score: -21949382.000000 Penalty: 5958.344727
	Iteration 125Q: 3 clusters Score -2.194938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 156697 members 
Entering Unmasked Estep 
Score: -21949384.000000 Penalty: 5958.344727
	Iteration 126Q: 3 clusters Score -2.194938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 156708 members 
Entering Unmasked Estep 
Score: -21949376.000000 Penalty: 5958.344727
	Iteration 127Q: 3 clusters Score -2.194938e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 156725 members 
Entering Unmasked Estep 
Score: -21949390.000000 Penalty: 5958.344727
	Iteration 128Q: 3 clusters Score -2.194939e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 156743 members 
Entering Unmasked Estep 
Score: -21949382.000000 Penalty: 5958.344727
	Iteration 129Q: 3 clusters Score -2.194938e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 156756 members 
Entering Unmasked Estep 
Score: -21949364.000000 Penalty: 5958.344727
	Iteration 130Q: 3 clusters Score -2.194936e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 156773 members 
Entering Unmasked Estep 
Score: -21949360.000000 Penalty: 5958.344727
	Iteration 131Q: 3 clusters Score -2.194936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 156785 members 
Entering Unmasked Estep 
Score: -21949368.000000 Penalty: 5958.344727
	Iteration 132Q: 3 clusters Score -2.194937e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 156798 members 
Entering Unmasked Estep 
Score: -21949380.000000 Penalty: 5958.344727
	Iteration 133Q: 3 clusters Score -2.194938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 156807 members 
Entering Unmasked Estep 
Score: -21949380.000000 Penalty: 5958.344727
	Iteration 134Q: 3 clusters Score -2.194938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 156819 members 
Entering Unmasked Estep 
Score: -21949376.000000 Penalty: 5958.344727
	Iteration 135Q: 3 clusters Score -2.194938e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 156832 members 
Entering Unmasked Estep 
Score: -21949386.000000 Penalty: 5958.344727
	Iteration 136Q: 3 clusters Score -2.194939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 156843 members 
Entering Unmasked Estep 
Score: -21949394.000000 Penalty: 5958.344727
	Iteration 137Q: 3 clusters Score -2.194939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 156855 members 
Entering Unmasked Estep 
Score: -21949372.000000 Penalty: 5958.344727
	Iteration 138Q: 3 clusters Score -2.194937e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 156874 members 
Entering Unmasked Estep 
Score: -21949362.000000 Penalty: 5958.344727
	Iteration 139Q: 3 clusters Score -2.194936e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 156893 members 
Entering Unmasked Estep 
Score: -21949350.000000 Penalty: 5958.344727
	Iteration 140F: 3 clusters Score -2.194935e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 156909 members 
Entering Unmasked Estep 
Score: -21949374.000000 Penalty: 5958.344727
	Iteration 141Q: 3 clusters Score -2.194937e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 156925 members 
Entering Unmasked Estep 
Score: -21949376.000000 Penalty: 5958.344727
	Iteration 142Q: 3 clusters Score -2.194938e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 156943 members 
Entering Unmasked Estep 
Score: -21949380.000000 Penalty: 5958.344727
	Iteration 143Q: 3 clusters Score -2.194938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 156953 members 
Entering Unmasked Estep 
Score: -21949384.000000 Penalty: 5958.344727
	Iteration 144Q: 3 clusters Score -2.194938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 156962 members 
Entering Unmasked Estep 
Score: -21949394.000000 Penalty: 5958.344727
	Iteration 145Q: 3 clusters Score -2.194939e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 156968 members 
Entering Unmasked Estep 
Score: -21949380.000000 Penalty: 5958.344727
	Iteration 146Q: 3 clusters Score -2.194938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 156980 members 
Entering Unmasked Estep 
Score: -21949374.000000 Penalty: 5958.344727
	Iteration 147Q: 3 clusters Score -2.194937e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 156994 members 
Entering Unmasked Estep 
Score: -21949378.000000 Penalty: 5958.344727
	Iteration 148Q: 3 clusters Score -2.194938e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 157008 members 
Entering Unmasked Estep 
Score: -21949376.000000 Penalty: 5958.344727
	Iteration 149Q: 3 clusters Score -2.194938e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 157029 members 
Entering Unmasked Estep 
Score: -21949358.000000 Penalty: 5958.344727
	Iteration 150Q: 3 clusters Score -2.194936e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 157046 members 
Entering Unmasked Estep 
Score: -21949354.000000 Penalty: 5958.344727
	Iteration 151Q: 3 clusters Score -2.194935e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 157061 members 
Entering Unmasked Estep 
Score: -21949344.000000 Penalty: 5958.344727
	Iteration 152Q: 3 clusters Score -2.194934e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 157082 members 
Entering Unmasked Estep 
Score: -21949356.000000 Penalty: 5958.344727
	Iteration 153Q: 3 clusters Score -2.194936e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 157095 members 
Entering Unmasked Estep 
Score: -21949342.000000 Penalty: 5958.344727
	Iteration 154Q: 3 clusters Score -2.194934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 157103 members 
Entering Unmasked Estep 
Score: -21949342.000000 Penalty: 5958.344727
	Iteration 155Q: 3 clusters Score -2.194934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 157109 members 
Entering Unmasked Estep 
Score: -21949332.000000 Penalty: 5958.344727
	Iteration 156Q: 3 clusters Score -2.194933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 157111 members 
Entering Unmasked Estep 
Score: -21949348.000000 Penalty: 5958.344727
	Iteration 157Q: 3 clusters Score -2.194935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 157113 members 
Entering Unmasked Estep 
Score: -21949336.000000 Penalty: 5958.344727
	Iteration 158Q: 3 clusters Score -2.194934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 157114 members 
Entering Unmasked Estep 
Score: -21949336.000000 Penalty: 5958.344727
	Iteration 159Q: 3 clusters Score -2.194934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 157115 members 
Entering Unmasked Estep 
Score: -21949338.000000 Penalty: 5958.344727
	Iteration 160F: 3 clusters Score -2.194934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1240 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 175090 members 
Mstep: Class 5 contains 154466 members 
Mstep: Class 6 contains 157115 members 
Mstep: Class 7 contains 166225 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 155756 members 
Mstep: Class 10 contains 4480 members 
Mstep: Class 11 contains 7193 members 
Mstep: Class 12 contains 7735 members 
Mstep: Class 13 contains 90550 members 
Mstep: Class 14 contains 107378 members 
Mstep: Class 15 contains 94549 members 
Mstep: Class 17 contains 91692 members 
Mstep: Class 19 contains 158308 members 
Mstep: Class 20 contains 2422 members 
Mstep: Class 21 contains 1100 members 
Entering Unmasked Estep 
Score: -180431344.000000 Penalty: 66618.078125
Splitting cluster 12 changes total score from -180422976.000000 to -180431344.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 13 (90550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90550 members 
Entering Unmasked Estep 
Score: -12173456.000000 Penalty: 2830.586914
	Iteration 0F: 2 clusters Score -1.217346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -12112913.000000 Penalty: 5661.173828
	Iteration 0F: 3 clusters Score -1.211291e+07 nChanged 42726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -12137081.000000 Penalty: 5661.173828
	Iteration 1F: 3 clusters Score -1.213708e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -12137805.000000 Penalty: 5661.173828
	Iteration 2Q: 3 clusters Score -1.21378e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -12138602.000000 Penalty: 5661.173828
	Iteration 3Q: 3 clusters Score -1.21386e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -12139790.000000 Penalty: 5661.173828
	Iteration 4Q: 3 clusters Score -1.213979e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -12141567.000000 Penalty: 5661.173828
	Iteration 5Q: 3 clusters Score -1.214157e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 55604 members 
Entering Unmasked Estep 
Score: -12144033.000000 Penalty: 5661.173828
	Iteration 6Q: 3 clusters Score -1.214403e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 59619 members 
Entering Unmasked Estep 
Score: -12147648.000000 Penalty: 5661.173828
	Iteration 7F: 3 clusters Score -1.214765e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 64379 members 
Entering Unmasked Estep 
Score: -12152075.000000 Penalty: 5661.173828
	Iteration 8F: 3 clusters Score -1.215208e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 69501 members 
Entering Unmasked Estep 
Score: -12156616.000000 Penalty: 5661.173828
	Iteration 9F: 3 clusters Score -1.215662e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 74458 members 
Entering Unmasked Estep 
Score: -12160676.000000 Penalty: 5661.173828
	Iteration 10F: 3 clusters Score -1.216068e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 78831 members 
Entering Unmasked Estep 
Score: -12164043.000000 Penalty: 5661.173828
	Iteration 11Q: 3 clusters Score -1.216404e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 82359 members 
Entering Unmasked Estep 
Score: -12166603.000000 Penalty: 5661.173828
	Iteration 12Q: 3 clusters Score -1.21666e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 84867 members 
Entering Unmasked Estep 
Score: -12168273.000000 Penalty: 5661.173828
	Iteration 13Q: 3 clusters Score -1.216827e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 86542 members 
Entering Unmasked Estep 
Score: -12169285.000000 Penalty: 5661.173828
	Iteration 14Q: 3 clusters Score -1.216928e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 87625 members 
Entering Unmasked Estep 
Score: -12169846.000000 Penalty: 5661.173828
	Iteration 15Q: 3 clusters Score -1.216985e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 88288 members 
Entering Unmasked Estep 
Score: -12170305.000000 Penalty: 5661.173828
	Iteration 16Q: 3 clusters Score -1.21703e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 88703 members 
Entering Unmasked Estep 
Score: -12170536.000000 Penalty: 5661.173828
	Iteration 17Q: 3 clusters Score -1.217054e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 88968 members 
Entering Unmasked Estep 
Score: -12170716.000000 Penalty: 5661.173828
	Iteration 18Q: 3 clusters Score -1.217072e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 89152 members 
Entering Unmasked Estep 
Score: -12170850.000000 Penalty: 5661.173828
	Iteration 19Q: 3 clusters Score -1.217085e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 89275 members 
Entering Unmasked Estep 
Score: -12170914.000000 Penalty: 5661.173828
	Iteration 20F: 3 clusters Score -1.217091e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 89377 members 
Entering Unmasked Estep 
Score: -12170990.000000 Penalty: 5661.173828
	Iteration 21Q: 3 clusters Score -1.217099e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 89447 members 
Entering Unmasked Estep 
Score: -12171026.000000 Penalty: 5661.173828
	Iteration 22Q: 3 clusters Score -1.217103e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 89505 members 
Entering Unmasked Estep 
Score: -12171066.000000 Penalty: 5661.173828
	Iteration 23Q: 3 clusters Score -1.217107e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 89541 members 
Entering Unmasked Estep 
Score: -12171072.000000 Penalty: 5661.173828
	Iteration 24Q: 3 clusters Score -1.217107e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 89576 members 
Entering Unmasked Estep 
Score: -12171092.000000 Penalty: 5661.173828
	Iteration 25Q: 3 clusters Score -1.217109e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 89589 members 
Entering Unmasked Estep 
Score: -12171100.000000 Penalty: 5661.173828
	Iteration 26Q: 3 clusters Score -1.21711e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 89605 members 
Entering Unmasked Estep 
Score: -12171118.000000 Penalty: 5661.173828
	Iteration 27Q: 3 clusters Score -1.217112e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 89621 members 
Entering Unmasked Estep 
Score: -12171126.000000 Penalty: 5661.173828
	Iteration 28Q: 3 clusters Score -1.217113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 89630 members 
Entering Unmasked Estep 
Score: -12171127.000000 Penalty: 5661.173828
	Iteration 29Q: 3 clusters Score -1.217113e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 89642 members 
Entering Unmasked Estep 
Score: -12171130.000000 Penalty: 5661.173828
	Iteration 30Q: 3 clusters Score -1.217113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 89657 members 
Entering Unmasked Estep 
Score: -12171146.000000 Penalty: 5661.173828
	Iteration 31Q: 3 clusters Score -1.217115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 89665 members 
Entering Unmasked Estep 
Score: -12171142.000000 Penalty: 5661.173828
	Iteration 32Q: 3 clusters Score -1.217114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 89667 members 
Entering Unmasked Estep 
Score: -12171157.000000 Penalty: 5661.173828
	Iteration 33Q: 3 clusters Score -1.217116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 89670 members 
Entering Unmasked Estep 
Score: -12171144.000000 Penalty: 5661.173828
	Iteration 34Q: 3 clusters Score -1.217114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 89675 members 
Entering Unmasked Estep 
Score: -12171152.000000 Penalty: 5661.173828
	Iteration 35Q: 3 clusters Score -1.217115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 89681 members 
Entering Unmasked Estep 
Score: -12171164.000000 Penalty: 5661.173828
	Iteration 36Q: 3 clusters Score -1.217116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 89688 members 
Entering Unmasked Estep 
Score: -12171162.000000 Penalty: 5661.173828
	Iteration 37Q: 3 clusters Score -1.217116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 89693 members 
Entering Unmasked Estep 
Score: -12171165.000000 Penalty: 5661.173828
	Iteration 38Q: 3 clusters Score -1.217116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 89700 members 
Entering Unmasked Estep 
Score: -12171169.000000 Penalty: 5661.173828
	Iteration 39Q: 3 clusters Score -1.217117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 89704 members 
Entering Unmasked Estep 
Score: -12171169.000000 Penalty: 5661.173828
	Iteration 40F: 3 clusters Score -1.217117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 89711 members 
Entering Unmasked Estep 
Score: -12171178.000000 Penalty: 5661.173828
	Iteration 41Q: 3 clusters Score -1.217118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 89714 members 
Entering Unmasked Estep 
Score: -12171183.000000 Penalty: 5661.173828
	Iteration 42Q: 3 clusters Score -1.217118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 89716 members 
Entering Unmasked Estep 
Score: -12171183.000000 Penalty: 5661.173828
	Iteration 43Q: 3 clusters Score -1.217118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 89717 members 
Entering Unmasked Estep 
Score: -12171183.000000 Penalty: 5661.173828
	Iteration 44Q: 3 clusters Score -1.217118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 89718 members 
Entering Unmasked Estep 
Score: -12171182.000000 Penalty: 5661.173828
	Iteration 45Q: 3 clusters Score -1.217118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 89720 members 
Entering Unmasked Estep 
Score: -12171184.000000 Penalty: 5661.173828
	Iteration 46Q: 3 clusters Score -1.217118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 89722 members 
Entering Unmasked Estep 
Score: -12171191.000000 Penalty: 5661.173828
	Iteration 47Q: 3 clusters Score -1.217119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 89726 members 
Entering Unmasked Estep 
Score: -12171191.000000 Penalty: 5661.173828
	Iteration 48Q: 3 clusters Score -1.217119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 89729 members 
Entering Unmasked Estep 
Score: -12171183.000000 Penalty: 5661.173828
	Iteration 49Q: 3 clusters Score -1.217118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 89730 members 
Entering Unmasked Estep 
Score: -12171187.000000 Penalty: 5661.173828
	Iteration 50Q: 3 clusters Score -1.217119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 89732 members 
Entering Unmasked Estep 
Score: -12171188.000000 Penalty: 5661.173828
	Iteration 51Q: 3 clusters Score -1.217119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 89735 members 
Entering Unmasked Estep 
Score: -12171178.000000 Penalty: 5661.173828
	Iteration 52Q: 3 clusters Score -1.217118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 89740 members 
Entering Unmasked Estep 
Score: -12171172.000000 Penalty: 5661.173828
	Iteration 53Q: 3 clusters Score -1.217117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 89746 members 
Entering Unmasked Estep 
Score: -12171179.000000 Penalty: 5661.173828
	Iteration 54Q: 3 clusters Score -1.217118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 89750 members 
Entering Unmasked Estep 
Score: -12171178.000000 Penalty: 5661.173828
	Iteration 55Q: 3 clusters Score -1.217118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 89752 members 
Entering Unmasked Estep 
Score: -12171183.000000 Penalty: 5661.173828
	Iteration 56Q: 3 clusters Score -1.217118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 89753 members 
Entering Unmasked Estep 
Score: -12171184.000000 Penalty: 5661.173828
	Iteration 57Q: 3 clusters Score -1.217118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 89755 members 
Entering Unmasked Estep 
Score: -12171194.000000 Penalty: 5661.173828
	Iteration 58Q: 3 clusters Score -1.217119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 89756 members 
Entering Unmasked Estep 
Score: -12171193.000000 Penalty: 5661.173828
	Iteration 59Q: 3 clusters Score -1.217119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 89757 members 
Entering Unmasked Estep 
Score: -12171192.000000 Penalty: 5661.173828
	Iteration 60F: 3 clusters Score -1.217119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 89760 members 
Entering Unmasked Estep 
Score: -12171191.000000 Penalty: 5661.173828
	Iteration 61Q: 3 clusters Score -1.217119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 89762 members 
Entering Unmasked Estep 
Score: -12171190.000000 Penalty: 5661.173828
	Iteration 62Q: 3 clusters Score -1.217119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 89764 members 
Entering Unmasked Estep 
Score: -12171188.000000 Penalty: 5661.173828
	Iteration 63Q: 3 clusters Score -1.217119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 89766 members 
Entering Unmasked Estep 
Score: -12171193.000000 Penalty: 5661.173828
	Iteration 64Q: 3 clusters Score -1.217119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 89767 members 
Entering Unmasked Estep 
Score: -12171197.000000 Penalty: 5661.173828
	Iteration 65Q: 3 clusters Score -1.21712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 89768 members 
Entering Unmasked Estep 
Score: -12171197.000000 Penalty: 5661.173828
	Iteration 66Q: 3 clusters Score -1.21712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 89767 members 
Entering Unmasked Estep 
Score: -12171200.000000 Penalty: 5661.173828
	Iteration 67Q: 3 clusters Score -1.21712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 89767 members 
Entering Unmasked Estep 
Score: -12171199.000000 Penalty: 5661.173828
	Iteration 68Q: 3 clusters Score -1.21712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 89767 members 
Entering Unmasked Estep 
Score: -12171199.000000 Penalty: 5661.173828
	Iteration 69F: 3 clusters Score -1.21712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (107378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107378 members 
Entering Unmasked Estep 
Score: -14620944.000000 Penalty: 2872.859375
	Iteration 0F: 2 clusters Score -1.462094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -14549156.000000 Penalty: 5745.718750
	Iteration 0F: 3 clusters Score -1.454916e+07 nChanged 50795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -14578320.000000 Penalty: 5745.718750
	Iteration 1F: 3 clusters Score -1.457832e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57142 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
Score: -14579210.000000 Penalty: 5745.718750
	Iteration 2Q: 3 clusters Score -1.457921e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59111 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -14580271.000000 Penalty: 5745.718750
	Iteration 3Q: 3 clusters Score -1.458027e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -14581860.000000 Penalty: 5745.718750
	Iteration 4Q: 3 clusters Score -1.458186e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66376 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -14584244.000000 Penalty: 5745.718750
	Iteration 5Q: 3 clusters Score -1.458424e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72228 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -14588270.000000 Penalty: 5745.718750
	Iteration 6F: 3 clusters Score -1.458827e+07 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79621 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -14593789.000000 Penalty: 5745.718750
	Iteration 7F: 3 clusters Score -1.459379e+07 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87766 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -14601028.000000 Penalty: 5745.718750
	Iteration 8F: 3 clusters Score -1.460103e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95358 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -14608086.000000 Penalty: 5745.718750
	Iteration 9F: 3 clusters Score -1.460809e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100817 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -14613246.000000 Penalty: 5745.718750
	Iteration 10F: 3 clusters Score -1.461325e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104031 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -14616008.000000 Penalty: 5745.718750
	Iteration 11Q: 3 clusters Score -1.461601e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105606 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -14617252.000000 Penalty: 5745.718750
	Iteration 12Q: 3 clusters Score -1.461725e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106348 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -14617839.000000 Penalty: 5745.718750
	Iteration 13Q: 3 clusters Score -1.461784e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106677 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -14618067.000000 Penalty: 5745.718750
	Iteration 14Q: 3 clusters Score -1.461807e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106806 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -14618194.000000 Penalty: 5745.718750
	Iteration 15Q: 3 clusters Score -1.461819e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106874 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -14618249.000000 Penalty: 5745.718750
	Iteration 16Q: 3 clusters Score -1.461825e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106922 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -14618302.000000 Penalty: 5745.718750
	Iteration 17Q: 3 clusters Score -1.46183e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106939 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -14618345.000000 Penalty: 5745.718750
	Iteration 18Q: 3 clusters Score -1.461834e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106954 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -14618368.000000 Penalty: 5745.718750
	Iteration 19Q: 3 clusters Score -1.461837e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106963 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -14618391.000000 Penalty: 5745.718750
	Iteration 20F: 3 clusters Score -1.461839e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106974 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -14618413.000000 Penalty: 5745.718750
	Iteration 21Q: 3 clusters Score -1.461841e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106984 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -14618419.000000 Penalty: 5745.718750
	Iteration 22Q: 3 clusters Score -1.461842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106993 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -14618436.000000 Penalty: 5745.718750
	Iteration 23Q: 3 clusters Score -1.461844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107001 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -14618450.000000 Penalty: 5745.718750
	Iteration 24Q: 3 clusters Score -1.461845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107006 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -14618451.000000 Penalty: 5745.718750
	Iteration 25Q: 3 clusters Score -1.461845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107011 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -14618454.000000 Penalty: 5745.718750
	Iteration 26Q: 3 clusters Score -1.461845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107016 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -14618457.000000 Penalty: 5745.718750
	Iteration 27Q: 3 clusters Score -1.461846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107021 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -14618472.000000 Penalty: 5745.718750
	Iteration 28Q: 3 clusters Score -1.461847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107027 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -14618485.000000 Penalty: 5745.718750
	Iteration 29Q: 3 clusters Score -1.461848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107030 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -14618496.000000 Penalty: 5745.718750
	Iteration 30Q: 3 clusters Score -1.46185e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107031 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -14618503.000000 Penalty: 5745.718750
	Iteration 31Q: 3 clusters Score -1.46185e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107031 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -14618503.000000 Penalty: 5745.718750
	Iteration 32F: 3 clusters Score -1.46185e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (94549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94549 members 
Entering Unmasked Estep 
Score: -12655113.000000 Penalty: 2841.304688
	Iteration 0F: 2 clusters Score -1.265511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -12591763.000000 Penalty: 5682.609375
	Iteration 0F: 3 clusters Score -1.259176e+07 nChanged 44852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -12617830.000000 Penalty: 5682.609375
	Iteration 1F: 3 clusters Score -1.261783e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -12619111.000000 Penalty: 5682.609375
	Iteration 2Q: 3 clusters Score -1.261911e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -12620812.000000 Penalty: 5682.609375
	Iteration 3Q: 3 clusters Score -1.262081e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 48675 members 
Entering Unmasked Estep 
Score: -12622913.000000 Penalty: 5682.609375
	Iteration 4Q: 3 clusters Score -1.262291e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -12625153.000000 Penalty: 5682.609375
	Iteration 5Q: 3 clusters Score -1.262515e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 47929 members 
Entering Unmasked Estep 
Score: -12627966.000000 Penalty: 5682.609375
	Iteration 6F: 3 clusters Score -1.262797e+07 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -12631941.000000 Penalty: 5682.609375
	Iteration 7F: 3 clusters Score -1.263194e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -12636559.000000 Penalty: 5682.609375
	Iteration 8F: 3 clusters Score -1.263656e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -12640348.000000 Penalty: 5682.609375
	Iteration 9F: 3 clusters Score -1.264035e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53674 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -12642228.000000 Penalty: 5682.609375
	Iteration 10Q: 3 clusters Score -1.264223e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -12643050.000000 Penalty: 5682.609375
	Iteration 11Q: 3 clusters Score -1.264305e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -12643642.000000 Penalty: 5682.609375
	Iteration 12Q: 3 clusters Score -1.264364e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57792 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -12644131.000000 Penalty: 5682.609375
	Iteration 13Q: 3 clusters Score -1.264413e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59097 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -12644556.000000 Penalty: 5682.609375
	Iteration 14Q: 3 clusters Score -1.264456e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -12645078.000000 Penalty: 5682.609375
	Iteration 15Q: 3 clusters Score -1.264508e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61705 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -12645461.000000 Penalty: 5682.609375
	Iteration 16Q: 3 clusters Score -1.264546e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -12645913.000000 Penalty: 5682.609375
	Iteration 17Q: 3 clusters Score -1.264591e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64295 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -12646292.000000 Penalty: 5682.609375
	Iteration 18Q: 3 clusters Score -1.264629e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65584 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -12646597.000000 Penalty: 5682.609375
	Iteration 19Q: 3 clusters Score -1.26466e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66877 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -12646993.000000 Penalty: 5682.609375
	Iteration 20F: 3 clusters Score -1.264699e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68129 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -12647419.000000 Penalty: 5682.609375
	Iteration 21Q: 3 clusters Score -1.264742e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69340 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -12647808.000000 Penalty: 5682.609375
	Iteration 22Q: 3 clusters Score -1.264781e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70569 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -12648162.000000 Penalty: 5682.609375
	Iteration 23Q: 3 clusters Score -1.264816e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71774 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -12648531.000000 Penalty: 5682.609375
	Iteration 24Q: 3 clusters Score -1.264853e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72953 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -12648896.000000 Penalty: 5682.609375
	Iteration 25Q: 3 clusters Score -1.26489e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74127 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -12649188.000000 Penalty: 5682.609375
	Iteration 26Q: 3 clusters Score -1.264919e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75264 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -12649485.000000 Penalty: 5682.609375
	Iteration 27Q: 3 clusters Score -1.264948e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76361 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -12649754.000000 Penalty: 5682.609375
	Iteration 28Q: 3 clusters Score -1.264975e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77403 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -12650020.000000 Penalty: 5682.609375
	Iteration 29Q: 3 clusters Score -1.265002e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78421 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -12650278.000000 Penalty: 5682.609375
	Iteration 30Q: 3 clusters Score -1.265028e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79429 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -12650593.000000 Penalty: 5682.609375
	Iteration 31Q: 3 clusters Score -1.265059e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80409 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -12650890.000000 Penalty: 5682.609375
	Iteration 32Q: 3 clusters Score -1.265089e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81381 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -12651130.000000 Penalty: 5682.609375
	Iteration 33Q: 3 clusters Score -1.265113e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82314 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -12651405.000000 Penalty: 5682.609375
	Iteration 34Q: 3 clusters Score -1.26514e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83190 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -12651646.000000 Penalty: 5682.609375
	Iteration 35Q: 3 clusters Score -1.265165e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84002 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -12651907.000000 Penalty: 5682.609375
	Iteration 36Q: 3 clusters Score -1.265191e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84724 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -12652061.000000 Penalty: 5682.609375
	Iteration 37Q: 3 clusters Score -1.265206e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85394 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -12652227.000000 Penalty: 5682.609375
	Iteration 38Q: 3 clusters Score -1.265223e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86038 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -12652366.000000 Penalty: 5682.609375
	Iteration 39Q: 3 clusters Score -1.265237e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86641 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -12652549.000000 Penalty: 5682.609375
	Iteration 40F: 3 clusters Score -1.265255e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87218 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -12652739.000000 Penalty: 5682.609375
	Iteration 41Q: 3 clusters Score -1.265274e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87721 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -12652843.000000 Penalty: 5682.609375
	Iteration 42Q: 3 clusters Score -1.265284e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88197 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -12652981.000000 Penalty: 5682.609375
	Iteration 43Q: 3 clusters Score -1.265298e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88638 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -12653080.000000 Penalty: 5682.609375
	Iteration 44Q: 3 clusters Score -1.265308e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89038 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -12653205.000000 Penalty: 5682.609375
	Iteration 45Q: 3 clusters Score -1.26532e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89390 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -12653274.000000 Penalty: 5682.609375
	Iteration 46Q: 3 clusters Score -1.265327e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89693 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -12653372.000000 Penalty: 5682.609375
	Iteration 47Q: 3 clusters Score -1.265337e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89948 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -12653381.000000 Penalty: 5682.609375
	Iteration 48Q: 3 clusters Score -1.265338e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90155 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -12653414.000000 Penalty: 5682.609375
	Iteration 49Q: 3 clusters Score -1.265341e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90363 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -12653484.000000 Penalty: 5682.609375
	Iteration 50Q: 3 clusters Score -1.265348e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90530 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -12653539.000000 Penalty: 5682.609375
	Iteration 51Q: 3 clusters Score -1.265354e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90677 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -12653526.000000 Penalty: 5682.609375
	Iteration 52Q: 3 clusters Score -1.265353e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90803 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -12653528.000000 Penalty: 5682.609375
	Iteration 53Q: 3 clusters Score -1.265353e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90940 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -12653549.000000 Penalty: 5682.609375
	Iteration 54Q: 3 clusters Score -1.265355e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91056 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -12653591.000000 Penalty: 5682.609375
	Iteration 55Q: 3 clusters Score -1.265359e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91144 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -12653575.000000 Penalty: 5682.609375
	Iteration 56Q: 3 clusters Score -1.265358e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91220 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -12653588.000000 Penalty: 5682.609375
	Iteration 57Q: 3 clusters Score -1.265359e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91287 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -12653619.000000 Penalty: 5682.609375
	Iteration 58Q: 3 clusters Score -1.265362e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91344 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -12653648.000000 Penalty: 5682.609375
	Iteration 59Q: 3 clusters Score -1.265365e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91403 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -12653624.000000 Penalty: 5682.609375
	Iteration 60F: 3 clusters Score -1.265362e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91462 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -12653644.000000 Penalty: 5682.609375
	Iteration 61Q: 3 clusters Score -1.265364e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91516 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -12653649.000000 Penalty: 5682.609375
	Iteration 62Q: 3 clusters Score -1.265365e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91559 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -12653654.000000 Penalty: 5682.609375
	Iteration 63Q: 3 clusters Score -1.265365e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91594 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -12653665.000000 Penalty: 5682.609375
	Iteration 64Q: 3 clusters Score -1.265366e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91631 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -12653660.000000 Penalty: 5682.609375
	Iteration 65Q: 3 clusters Score -1.265366e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91659 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -12653636.000000 Penalty: 5682.609375
	Iteration 66Q: 3 clusters Score -1.265364e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91693 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -12653640.000000 Penalty: 5682.609375
	Iteration 67Q: 3 clusters Score -1.265364e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91722 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -12653649.000000 Penalty: 5682.609375
	Iteration 68Q: 3 clusters Score -1.265365e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91743 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -12653654.000000 Penalty: 5682.609375
	Iteration 69Q: 3 clusters Score -1.265365e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91764 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -12653656.000000 Penalty: 5682.609375
	Iteration 70Q: 3 clusters Score -1.265366e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91784 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -12653644.000000 Penalty: 5682.609375
	Iteration 71Q: 3 clusters Score -1.265364e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91801 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -12653644.000000 Penalty: 5682.609375
	Iteration 72Q: 3 clusters Score -1.265364e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91819 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -12653644.000000 Penalty: 5682.609375
	Iteration 73Q: 3 clusters Score -1.265364e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91840 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -12653647.000000 Penalty: 5682.609375
	Iteration 74Q: 3 clusters Score -1.265365e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91859 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -12653636.000000 Penalty: 5682.609375
	Iteration 75Q: 3 clusters Score -1.265364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91869 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -12653630.000000 Penalty: 5682.609375
	Iteration 76Q: 3 clusters Score -1.265363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91877 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -12653637.000000 Penalty: 5682.609375
	Iteration 77Q: 3 clusters Score -1.265364e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91887 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -12653644.000000 Penalty: 5682.609375
	Iteration 78Q: 3 clusters Score -1.265364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91891 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -12653644.000000 Penalty: 5682.609375
	Iteration 79Q: 3 clusters Score -1.265364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91896 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -12653643.000000 Penalty: 5682.609375
	Iteration 80F: 3 clusters Score -1.265364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91902 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -12653654.000000 Penalty: 5682.609375
	Iteration 81Q: 3 clusters Score -1.265365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91908 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -12653651.000000 Penalty: 5682.609375
	Iteration 82Q: 3 clusters Score -1.265365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91912 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -12653648.000000 Penalty: 5682.609375
	Iteration 83Q: 3 clusters Score -1.265365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91920 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -12653653.000000 Penalty: 5682.609375
	Iteration 84Q: 3 clusters Score -1.265365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91927 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -12653650.000000 Penalty: 5682.609375
	Iteration 85Q: 3 clusters Score -1.265365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91934 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -12653651.000000 Penalty: 5682.609375
	Iteration 86Q: 3 clusters Score -1.265365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91939 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -12653644.000000 Penalty: 5682.609375
	Iteration 87Q: 3 clusters Score -1.265364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91947 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -12653644.000000 Penalty: 5682.609375
	Iteration 88Q: 3 clusters Score -1.265364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91951 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -12653643.000000 Penalty: 5682.609375
	Iteration 89Q: 3 clusters Score -1.265364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91955 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -12653636.000000 Penalty: 5682.609375
	Iteration 90Q: 3 clusters Score -1.265364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91960 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -12653628.000000 Penalty: 5682.609375
	Iteration 91Q: 3 clusters Score -1.265363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91967 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -12653633.000000 Penalty: 5682.609375
	Iteration 92Q: 3 clusters Score -1.265363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91974 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -12653630.000000 Penalty: 5682.609375
	Iteration 93Q: 3 clusters Score -1.265363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91984 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -12653632.000000 Penalty: 5682.609375
	Iteration 94Q: 3 clusters Score -1.265363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91994 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -12653628.000000 Penalty: 5682.609375
	Iteration 95Q: 3 clusters Score -1.265363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92000 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -12653627.000000 Penalty: 5682.609375
	Iteration 96Q: 3 clusters Score -1.265363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92007 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -12653625.000000 Penalty: 5682.609375
	Iteration 97Q: 3 clusters Score -1.265362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92012 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -12653634.000000 Penalty: 5682.609375
	Iteration 98Q: 3 clusters Score -1.265363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92016 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -12653635.000000 Penalty: 5682.609375
	Iteration 99Q: 3 clusters Score -1.265364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92021 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -12653633.000000 Penalty: 5682.609375
	Iteration 100F: 3 clusters Score -1.265363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92026 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -12653638.000000 Penalty: 5682.609375
	Iteration 101Q: 3 clusters Score -1.265364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92030 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -12653632.000000 Penalty: 5682.609375
	Iteration 102Q: 3 clusters Score -1.265363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92034 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -12653631.000000 Penalty: 5682.609375
	Iteration 103Q: 3 clusters Score -1.265363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92038 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -12653643.000000 Penalty: 5682.609375
	Iteration 104Q: 3 clusters Score -1.265364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92041 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -12653643.000000 Penalty: 5682.609375
	Iteration 105Q: 3 clusters Score -1.265364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92042 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -12653629.000000 Penalty: 5682.609375
	Iteration 106Q: 3 clusters Score -1.265363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92047 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -12653632.000000 Penalty: 5682.609375
	Iteration 107Q: 3 clusters Score -1.265363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92051 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -12653630.000000 Penalty: 5682.609375
	Iteration 108Q: 3 clusters Score -1.265363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92055 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -12653627.000000 Penalty: 5682.609375
	Iteration 109Q: 3 clusters Score -1.265363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92060 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -12653627.000000 Penalty: 5682.609375
	Iteration 110Q: 3 clusters Score -1.265363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92064 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -12653623.000000 Penalty: 5682.609375
	Iteration 111Q: 3 clusters Score -1.265362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92073 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -12653622.000000 Penalty: 5682.609375
	Iteration 112Q: 3 clusters Score -1.265362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92079 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -12653623.000000 Penalty: 5682.609375
	Iteration 113Q: 3 clusters Score -1.265362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92082 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -12653616.000000 Penalty: 5682.609375
	Iteration 114Q: 3 clusters Score -1.265362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92091 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -12653613.000000 Penalty: 5682.609375
	Iteration 115Q: 3 clusters Score -1.265361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92096 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -12653618.000000 Penalty: 5682.609375
	Iteration 116Q: 3 clusters Score -1.265362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92098 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -12653617.000000 Penalty: 5682.609375
	Iteration 117Q: 3 clusters Score -1.265362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92103 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -12653622.000000 Penalty: 5682.609375
	Iteration 118Q: 3 clusters Score -1.265362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92109 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -12653627.000000 Penalty: 5682.609375
	Iteration 119Q: 3 clusters Score -1.265363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92114 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -12653635.000000 Penalty: 5682.609375
	Iteration 120F: 3 clusters Score -1.265364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92118 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -12653631.000000 Penalty: 5682.609375
	Iteration 121Q: 3 clusters Score -1.265363e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92118 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -12653631.000000 Penalty: 5682.609375
	Iteration 122F: 3 clusters Score -1.265363e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (91692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91692 members 
Entering Unmasked Estep 
Score: -11877341.000000 Penalty: 2833.695312
	Iteration 0F: 2 clusters Score -1.187734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -11815940.000000 Penalty: 5667.390625
	Iteration 0F: 3 clusters Score -1.181594e+07 nChanged 43311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -11840307.000000 Penalty: 5667.390625
	Iteration 1F: 3 clusters Score -1.184031e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -11840992.000000 Penalty: 5667.390625
	Iteration 2Q: 3 clusters Score -1.184099e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -11841701.000000 Penalty: 5667.390625
	Iteration 3Q: 3 clusters Score -1.18417e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -11842504.000000 Penalty: 5667.390625
	Iteration 4Q: 3 clusters Score -1.18425e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -11843619.000000 Penalty: 5667.390625
	Iteration 5Q: 3 clusters Score -1.184362e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -11845284.000000 Penalty: 5667.390625
	Iteration 6Q: 3 clusters Score -1.184528e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 53084 members 
Entering Unmasked Estep 
Score: -11847791.000000 Penalty: 5667.390625
	Iteration 7Q: 3 clusters Score -1.184779e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -11851174.000000 Penalty: 5667.390625
	Iteration 8F: 3 clusters Score -1.185117e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 58882 members 
Entering Unmasked Estep 
Score: -11855287.000000 Penalty: 5667.390625
	Iteration 9F: 3 clusters Score -1.185529e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 62490 members 
Entering Unmasked Estep 
Score: -11859465.000000 Penalty: 5667.390625
	Iteration 10F: 3 clusters Score -1.185946e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 66249 members 
Entering Unmasked Estep 
Score: -11862925.000000 Penalty: 5667.390625
	Iteration 11F: 3 clusters Score -1.186292e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -11865415.000000 Penalty: 5667.390625
	Iteration 12Q: 3 clusters Score -1.186542e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 72981 members 
Entering Unmasked Estep 
Score: -11867277.000000 Penalty: 5667.390625
	Iteration 13Q: 3 clusters Score -1.186728e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 76013 members 
Entering Unmasked Estep 
Score: -11868790.000000 Penalty: 5667.390625
	Iteration 14Q: 3 clusters Score -1.186879e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 78812 members 
Entering Unmasked Estep 
Score: -11870070.000000 Penalty: 5667.390625
	Iteration 15Q: 3 clusters Score -1.187007e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 81267 members 
Entering Unmasked Estep 
Score: -11871166.000000 Penalty: 5667.390625
	Iteration 16Q: 3 clusters Score -1.187117e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 83287 members 
Entering Unmasked Estep 
Score: -11872076.000000 Penalty: 5667.390625
	Iteration 17Q: 3 clusters Score -1.187208e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 84915 members 
Entering Unmasked Estep 
Score: -11872793.000000 Penalty: 5667.390625
	Iteration 18Q: 3 clusters Score -1.187279e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 86154 members 
Entering Unmasked Estep 
Score: -11873317.000000 Penalty: 5667.390625
	Iteration 19Q: 3 clusters Score -1.187332e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 87107 members 
Entering Unmasked Estep 
Score: -11873682.000000 Penalty: 5667.390625
	Iteration 20F: 3 clusters Score -1.187368e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 87849 members 
Entering Unmasked Estep 
Score: -11873979.000000 Penalty: 5667.390625
	Iteration 21Q: 3 clusters Score -1.187398e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 88421 members 
Entering Unmasked Estep 
Score: -11874166.000000 Penalty: 5667.390625
	Iteration 22Q: 3 clusters Score -1.187417e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 88829 members 
Entering Unmasked Estep 
Score: -11874391.000000 Penalty: 5667.390625
	Iteration 23Q: 3 clusters Score -1.187439e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 89153 members 
Entering Unmasked Estep 
Score: -11874541.000000 Penalty: 5667.390625
	Iteration 24Q: 3 clusters Score -1.187454e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 89397 members 
Entering Unmasked Estep 
Score: -11874633.000000 Penalty: 5667.390625
	Iteration 25Q: 3 clusters Score -1.187463e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 89586 members 
Entering Unmasked Estep 
Score: -11874684.000000 Penalty: 5667.390625
	Iteration 26Q: 3 clusters Score -1.187468e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 89717 members 
Entering Unmasked Estep 
Score: -11874724.000000 Penalty: 5667.390625
	Iteration 27Q: 3 clusters Score -1.187472e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 89823 members 
Entering Unmasked Estep 
Score: -11874780.000000 Penalty: 5667.390625
	Iteration 28Q: 3 clusters Score -1.187478e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 89915 members 
Entering Unmasked Estep 
Score: -11874846.000000 Penalty: 5667.390625
	Iteration 29Q: 3 clusters Score -1.187485e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 89973 members 
Entering Unmasked Estep 
Score: -11874830.000000 Penalty: 5667.390625
	Iteration 30Q: 3 clusters Score -1.187483e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 90024 members 
Entering Unmasked Estep 
Score: -11874862.000000 Penalty: 5667.390625
	Iteration 31Q: 3 clusters Score -1.187486e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 90074 members 
Entering Unmasked Estep 
Score: -11874904.000000 Penalty: 5667.390625
	Iteration 32Q: 3 clusters Score -1.18749e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 90116 members 
Entering Unmasked Estep 
Score: -11874929.000000 Penalty: 5667.390625
	Iteration 33Q: 3 clusters Score -1.187493e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 90152 members 
Entering Unmasked Estep 
Score: -11874971.000000 Penalty: 5667.390625
	Iteration 34Q: 3 clusters Score -1.187497e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 90190 members 
Entering Unmasked Estep 
Score: -11874996.000000 Penalty: 5667.390625
	Iteration 35Q: 3 clusters Score -1.1875e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 90221 members 
Entering Unmasked Estep 
Score: -11874985.000000 Penalty: 5667.390625
	Iteration 36Q: 3 clusters Score -1.187498e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 90240 members 
Entering Unmasked Estep 
Score: -11874997.000000 Penalty: 5667.390625
	Iteration 37Q: 3 clusters Score -1.1875e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 90257 members 
Entering Unmasked Estep 
Score: -11875012.000000 Penalty: 5667.390625
	Iteration 38Q: 3 clusters Score -1.187501e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 90278 members 
Entering Unmasked Estep 
Score: -11875024.000000 Penalty: 5667.390625
	Iteration 39Q: 3 clusters Score -1.187502e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 90290 members 
Entering Unmasked Estep 
Score: -11875032.000000 Penalty: 5667.390625
	Iteration 40F: 3 clusters Score -1.187503e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 90299 members 
Entering Unmasked Estep 
Score: -11875027.000000 Penalty: 5667.390625
	Iteration 41Q: 3 clusters Score -1.187503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 90306 members 
Entering Unmasked Estep 
Score: -11875039.000000 Penalty: 5667.390625
	Iteration 42Q: 3 clusters Score -1.187504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 90312 members 
Entering Unmasked Estep 
Score: -11875049.000000 Penalty: 5667.390625
	Iteration 43Q: 3 clusters Score -1.187505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 90319 members 
Entering Unmasked Estep 
Score: -11875047.000000 Penalty: 5667.390625
	Iteration 44Q: 3 clusters Score -1.187505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 90324 members 
Entering Unmasked Estep 
Score: -11875054.000000 Penalty: 5667.390625
	Iteration 45Q: 3 clusters Score -1.187505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 90330 members 
Entering Unmasked Estep 
Score: -11875061.000000 Penalty: 5667.390625
	Iteration 46Q: 3 clusters Score -1.187506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 90332 members 
Entering Unmasked Estep 
Score: -11875062.000000 Penalty: 5667.390625
	Iteration 47Q: 3 clusters Score -1.187506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 90337 members 
Entering Unmasked Estep 
Score: -11875065.000000 Penalty: 5667.390625
	Iteration 48Q: 3 clusters Score -1.187506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 90346 members 
Entering Unmasked Estep 
Score: -11875065.000000 Penalty: 5667.390625
	Iteration 49Q: 3 clusters Score -1.187506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 90349 members 
Entering Unmasked Estep 
Score: -11875067.000000 Penalty: 5667.390625
	Iteration 50Q: 3 clusters Score -1.187507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 90352 members 
Entering Unmasked Estep 
Score: -11875076.000000 Penalty: 5667.390625
	Iteration 51Q: 3 clusters Score -1.187508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 90354 members 
Entering Unmasked Estep 
Score: -11875076.000000 Penalty: 5667.390625
	Iteration 52Q: 3 clusters Score -1.187508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 90358 members 
Entering Unmasked Estep 
Score: -11875081.000000 Penalty: 5667.390625
	Iteration 53Q: 3 clusters Score -1.187508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 90364 members 
Entering Unmasked Estep 
Score: -11875075.000000 Penalty: 5667.390625
	Iteration 54Q: 3 clusters Score -1.187508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 90368 members 
Entering Unmasked Estep 
Score: -11875080.000000 Penalty: 5667.390625
	Iteration 55Q: 3 clusters Score -1.187508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 90371 members 
Entering Unmasked Estep 
Score: -11875088.000000 Penalty: 5667.390625
	Iteration 56Q: 3 clusters Score -1.187509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 90376 members 
Entering Unmasked Estep 
Score: -11875100.000000 Penalty: 5667.390625
	Iteration 57Q: 3 clusters Score -1.18751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 90381 members 
Entering Unmasked Estep 
Score: -11875102.000000 Penalty: 5667.390625
	Iteration 58Q: 3 clusters Score -1.18751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 90381 members 
Entering Unmasked Estep 
Score: -11875097.000000 Penalty: 5667.390625
	Iteration 59Q: 3 clusters Score -1.18751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 90383 members 
Entering Unmasked Estep 
Score: -11875098.000000 Penalty: 5667.390625
	Iteration 60F: 3 clusters Score -1.18751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 90384 members 
Entering Unmasked Estep 
Score: -11875099.000000 Penalty: 5667.390625
	Iteration 61Q: 3 clusters Score -1.18751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 90384 members 
Entering Unmasked Estep 
Score: -11875106.000000 Penalty: 5667.390625
	Iteration 62Q: 3 clusters Score -1.187511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 90386 members 
Entering Unmasked Estep 
Score: -11875101.000000 Penalty: 5667.390625
	Iteration 63Q: 3 clusters Score -1.18751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 90389 members 
Entering Unmasked Estep 
Score: -11875105.000000 Penalty: 5667.390625
	Iteration 64Q: 3 clusters Score -1.18751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 90395 members 
Entering Unmasked Estep 
Score: -11875099.000000 Penalty: 5667.390625
	Iteration 65Q: 3 clusters Score -1.18751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 90401 members 
Entering Unmasked Estep 
Score: -11875095.000000 Penalty: 5667.390625
	Iteration 66Q: 3 clusters Score -1.18751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 90403 members 
Entering Unmasked Estep 
Score: -11875106.000000 Penalty: 5667.390625
	Iteration 67Q: 3 clusters Score -1.187511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 90404 members 
Entering Unmasked Estep 
Score: -11875100.000000 Penalty: 5667.390625
	Iteration 68Q: 3 clusters Score -1.18751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 90407 members 
Entering Unmasked Estep 
Score: -11875103.000000 Penalty: 5667.390625
	Iteration 69Q: 3 clusters Score -1.18751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 90408 members 
Entering Unmasked Estep 
Score: -11875096.000000 Penalty: 5667.390625
	Iteration 70Q: 3 clusters Score -1.18751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 90409 members 
Entering Unmasked Estep 
Score: -11875098.000000 Penalty: 5667.390625
	Iteration 71Q: 3 clusters Score -1.18751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 90410 members 
Entering Unmasked Estep 
Score: -11875094.000000 Penalty: 5667.390625
	Iteration 72Q: 3 clusters Score -1.187509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 90411 members 
Entering Unmasked Estep 
Score: -11875113.000000 Penalty: 5667.390625
	Iteration 73Q: 3 clusters Score -1.187511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 90411 members 
Entering Unmasked Estep 
Score: -11875113.000000 Penalty: 5667.390625
	Iteration 74F: 3 clusters Score -1.187511e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (158308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158308 members 
Entering Unmasked Estep 
Score: -21623784.000000 Penalty: 2969.129883
	Iteration 0F: 2 clusters Score -2.162378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79064 members 
Mstep: Class 2 contains 79244 members 
Entering Unmasked Estep 
Score: -21519534.000000 Penalty: 5938.259766
	Iteration 0F: 3 clusters Score -2.151953e+07 nChanged 75848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 80632 members 
Entering Unmasked Estep 
Score: -21563656.000000 Penalty: 5938.259766
	Iteration 1F: 3 clusters Score -2.156366e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76706 members 
Mstep: Class 2 contains 81602 members 
Entering Unmasked Estep 
Score: -21564560.000000 Penalty: 5938.259766
	Iteration 2Q: 3 clusters Score -2.156456e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75316 members 
Mstep: Class 2 contains 82992 members 
Entering Unmasked Estep 
Score: -21565512.000000 Penalty: 5938.259766
	Iteration 3Q: 3 clusters Score -2.156551e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73213 members 
Mstep: Class 2 contains 85095 members 
Entering Unmasked Estep 
Score: -21566830.000000 Penalty: 5938.259766
	Iteration 4Q: 3 clusters Score -2.156683e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70171 members 
Mstep: Class 2 contains 88137 members 
Entering Unmasked Estep 
Score: -21568784.000000 Penalty: 5938.259766
	Iteration 5Q: 3 clusters Score -2.156878e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65898 members 
Mstep: Class 2 contains 92410 members 
Entering Unmasked Estep 
Score: -21571974.000000 Penalty: 5938.259766
	Iteration 6Q: 3 clusters Score -2.157197e+07 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60185 members 
Mstep: Class 2 contains 98123 members 
Entering Unmasked Estep 
Score: -21577244.000000 Penalty: 5938.259766
	Iteration 7F: 3 clusters Score -2.157724e+07 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53290 members 
Mstep: Class 2 contains 105018 members 
Entering Unmasked Estep 
Score: -21585244.000000 Penalty: 5938.259766
	Iteration 8F: 3 clusters Score -2.158524e+07 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 111566 members 
Entering Unmasked Estep 
Score: -21594206.000000 Penalty: 5938.259766
	Iteration 9F: 3 clusters Score -2.159421e+07 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 116386 members 
Entering Unmasked Estep 
Score: -21600732.000000 Penalty: 5938.259766
	Iteration 10F: 3 clusters Score -2.160073e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 119730 members 
Entering Unmasked Estep 
Score: -21604030.000000 Penalty: 5938.259766
	Iteration 11Q: 3 clusters Score -2.160403e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 122505 members 
Entering Unmasked Estep 
Score: -21605778.000000 Penalty: 5938.259766
	Iteration 12Q: 3 clusters Score -2.160578e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 125073 members 
Entering Unmasked Estep 
Score: -21606998.000000 Penalty: 5938.259766
	Iteration 13Q: 3 clusters Score -2.1607e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 127572 members 
Entering Unmasked Estep 
Score: -21608012.000000 Penalty: 5938.259766
	Iteration 14Q: 3 clusters Score -2.160801e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 130016 members 
Entering Unmasked Estep 
Score: -21609118.000000 Penalty: 5938.259766
	Iteration 15Q: 3 clusters Score -2.160912e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 132327 members 
Entering Unmasked Estep 
Score: -21610110.000000 Penalty: 5938.259766
	Iteration 16Q: 3 clusters Score -2.161011e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 134528 members 
Entering Unmasked Estep 
Score: -21611124.000000 Penalty: 5938.259766
	Iteration 17Q: 3 clusters Score -2.161112e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 136665 members 
Entering Unmasked Estep 
Score: -21612024.000000 Penalty: 5938.259766
	Iteration 18Q: 3 clusters Score -2.161202e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 138776 members 
Entering Unmasked Estep 
Score: -21613004.000000 Penalty: 5938.259766
	Iteration 19Q: 3 clusters Score -2.1613e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 140838 members 
Entering Unmasked Estep 
Score: -21614004.000000 Penalty: 5938.259766
	Iteration 20F: 3 clusters Score -2.1614e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 142773 members 
Entering Unmasked Estep 
Score: -21614834.000000 Penalty: 5938.259766
	Iteration 21Q: 3 clusters Score -2.161483e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 144487 members 
Entering Unmasked Estep 
Score: -21615576.000000 Penalty: 5938.259766
	Iteration 22Q: 3 clusters Score -2.161558e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 146016 members 
Entering Unmasked Estep 
Score: -21616422.000000 Penalty: 5938.259766
	Iteration 23Q: 3 clusters Score -2.161642e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 147428 members 
Entering Unmasked Estep 
Score: -21617036.000000 Penalty: 5938.259766
	Iteration 24Q: 3 clusters Score -2.161704e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 148679 members 
Entering Unmasked Estep 
Score: -21617754.000000 Penalty: 5938.259766
	Iteration 25Q: 3 clusters Score -2.161775e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 149801 members 
Entering Unmasked Estep 
Score: -21618268.000000 Penalty: 5938.259766
	Iteration 26Q: 3 clusters Score -2.161827e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 150730 members 
Entering Unmasked Estep 
Score: -21618682.000000 Penalty: 5938.259766
	Iteration 27Q: 3 clusters Score -2.161868e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 151554 members 
Entering Unmasked Estep 
Score: -21619030.000000 Penalty: 5938.259766
	Iteration 28Q: 3 clusters Score -2.161903e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 152277 members 
Entering Unmasked Estep 
Score: -21619394.000000 Penalty: 5938.259766
	Iteration 29Q: 3 clusters Score -2.161939e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 152902 members 
Entering Unmasked Estep 
Score: -21619672.000000 Penalty: 5938.259766
	Iteration 30Q: 3 clusters Score -2.161967e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 153425 members 
Entering Unmasked Estep 
Score: -21619982.000000 Penalty: 5938.259766
	Iteration 31Q: 3 clusters Score -2.161998e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 153840 members 
Entering Unmasked Estep 
Score: -21620156.000000 Penalty: 5938.259766
	Iteration 32Q: 3 clusters Score -2.162016e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 154185 members 
Entering Unmasked Estep 
Score: -21620342.000000 Penalty: 5938.259766
	Iteration 33Q: 3 clusters Score -2.162034e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 154500 members 
Entering Unmasked Estep 
Score: -21620406.000000 Penalty: 5938.259766
	Iteration 34Q: 3 clusters Score -2.162041e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 154794 members 
Entering Unmasked Estep 
Score: -21620498.000000 Penalty: 5938.259766
	Iteration 35Q: 3 clusters Score -2.16205e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 155046 members 
Entering Unmasked Estep 
Score: -21620620.000000 Penalty: 5938.259766
	Iteration 36Q: 3 clusters Score -2.162062e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 155268 members 
Entering Unmasked Estep 
Score: -21620718.000000 Penalty: 5938.259766
	Iteration 37Q: 3 clusters Score -2.162072e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 155471 members 
Entering Unmasked Estep 
Score: -21620806.000000 Penalty: 5938.259766
	Iteration 38Q: 3 clusters Score -2.162081e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 155649 members 
Entering Unmasked Estep 
Score: -21620860.000000 Penalty: 5938.259766
	Iteration 39Q: 3 clusters Score -2.162086e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 155789 members 
Entering Unmasked Estep 
Score: -21620960.000000 Penalty: 5938.259766
	Iteration 40F: 3 clusters Score -2.162096e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 155930 members 
Entering Unmasked Estep 
Score: -21620952.000000 Penalty: 5938.259766
	Iteration 41Q: 3 clusters Score -2.162095e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 156036 members 
Entering Unmasked Estep 
Score: -21620994.000000 Penalty: 5938.259766
	Iteration 42Q: 3 clusters Score -2.162099e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 156137 members 
Entering Unmasked Estep 
Score: -21621052.000000 Penalty: 5938.259766
	Iteration 43Q: 3 clusters Score -2.162105e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 156227 members 
Entering Unmasked Estep 
Score: -21621068.000000 Penalty: 5938.259766
	Iteration 44Q: 3 clusters Score -2.162107e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 156313 members 
Entering Unmasked Estep 
Score: -21621116.000000 Penalty: 5938.259766
	Iteration 45Q: 3 clusters Score -2.162112e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 156394 members 
Entering Unmasked Estep 
Score: -21621144.000000 Penalty: 5938.259766
	Iteration 46Q: 3 clusters Score -2.162114e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 156474 members 
Entering Unmasked Estep 
Score: -21621138.000000 Penalty: 5938.259766
	Iteration 47Q: 3 clusters Score -2.162114e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 156537 members 
Entering Unmasked Estep 
Score: -21621144.000000 Penalty: 5938.259766
	Iteration 48Q: 3 clusters Score -2.162114e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 156589 members 
Entering Unmasked Estep 
Score: -21621166.000000 Penalty: 5938.259766
	Iteration 49Q: 3 clusters Score -2.162117e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 156631 members 
Entering Unmasked Estep 
Score: -21621212.000000 Penalty: 5938.259766
	Iteration 50Q: 3 clusters Score -2.162121e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 156675 members 
Entering Unmasked Estep 
Score: -21621212.000000 Penalty: 5938.259766
	Iteration 51Q: 3 clusters Score -2.162121e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 156700 members 
Entering Unmasked Estep 
Score: -21621210.000000 Penalty: 5938.259766
	Iteration 52Q: 3 clusters Score -2.162121e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 156716 members 
Entering Unmasked Estep 
Score: -21621200.000000 Penalty: 5938.259766
	Iteration 53Q: 3 clusters Score -2.16212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 156731 members 
Entering Unmasked Estep 
Score: -21621202.000000 Penalty: 5938.259766
	Iteration 54Q: 3 clusters Score -2.16212e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 156755 members 
Entering Unmasked Estep 
Score: -21621242.000000 Penalty: 5938.259766
	Iteration 55Q: 3 clusters Score -2.162124e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 156776 members 
Entering Unmasked Estep 
Score: -21621276.000000 Penalty: 5938.259766
	Iteration 56Q: 3 clusters Score -2.162128e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 156798 members 
Entering Unmasked Estep 
Score: -21621274.000000 Penalty: 5938.259766
	Iteration 57Q: 3 clusters Score -2.162127e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 156815 members 
Entering Unmasked Estep 
Score: -21621282.000000 Penalty: 5938.259766
	Iteration 58Q: 3 clusters Score -2.162128e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 156830 members 
Entering Unmasked Estep 
Score: -21621266.000000 Penalty: 5938.259766
	Iteration 59Q: 3 clusters Score -2.162127e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 156844 members 
Entering Unmasked Estep 
Score: -21621268.000000 Penalty: 5938.259766
	Iteration 60F: 3 clusters Score -2.162127e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 156856 members 
Entering Unmasked Estep 
Score: -21621272.000000 Penalty: 5938.259766
	Iteration 61Q: 3 clusters Score -2.162127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 156863 members 
Entering Unmasked Estep 
Score: -21621286.000000 Penalty: 5938.259766
	Iteration 62Q: 3 clusters Score -2.162129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 156872 members 
Entering Unmasked Estep 
Score: -21621268.000000 Penalty: 5938.259766
	Iteration 63Q: 3 clusters Score -2.162127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 156881 members 
Entering Unmasked Estep 
Score: -21621272.000000 Penalty: 5938.259766
	Iteration 64Q: 3 clusters Score -2.162127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 156890 members 
Entering Unmasked Estep 
Score: -21621276.000000 Penalty: 5938.259766
	Iteration 65Q: 3 clusters Score -2.162128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 156893 members 
Entering Unmasked Estep 
Score: -21621268.000000 Penalty: 5938.259766
	Iteration 66Q: 3 clusters Score -2.162127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 156895 members 
Entering Unmasked Estep 
Score: -21621278.000000 Penalty: 5938.259766
	Iteration 67Q: 3 clusters Score -2.162128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 156897 members 
Entering Unmasked Estep 
Score: -21621286.000000 Penalty: 5938.259766
	Iteration 68Q: 3 clusters Score -2.162129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 156898 members 
Entering Unmasked Estep 
Score: -21621280.000000 Penalty: 5938.259766
	Iteration 69Q: 3 clusters Score -2.162128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 156898 members 
Entering Unmasked Estep 
Score: -21621280.000000 Penalty: 5938.259766
	Iteration 70F: 3 clusters Score -2.162128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Entering Unmasked Estep 
Score: -346608.968750 Penalty: 1932.502563
	Iteration 0F: 2 clusters Score -346609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -343672.218750 Penalty: 3865.005127
	Iteration 0F: 3 clusters Score -343672.2 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -344186.156250 Penalty: 3865.005127
	Iteration 1F: 3 clusters Score -344186.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -344330.968750 Penalty: 3865.005127
	Iteration 2F: 3 clusters Score -344331 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -344405.687500 Penalty: 3865.005127
	Iteration 3Q: 3 clusters Score -344405.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -344448.781250 Penalty: 3865.005127
	Iteration 4Q: 3 clusters Score -344448.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -344482.531250 Penalty: 3865.005127
	Iteration 5Q: 3 clusters Score -344482.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -344505.843750 Penalty: 3865.005127
	Iteration 6Q: 3 clusters Score -344505.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -344530.468750 Penalty: 3865.005127
	Iteration 7Q: 3 clusters Score -344530.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -344543.750000 Penalty: 3865.005127
	Iteration 8Q: 3 clusters Score -344543.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -344555.406250 Penalty: 3865.005127
	Iteration 9Q: 3 clusters Score -344555.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -344566.781250 Penalty: 3865.005127
	Iteration 10Q: 3 clusters Score -344566.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -344578.781250 Penalty: 3865.005127
	Iteration 11Q: 3 clusters Score -344578.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -344585.500000 Penalty: 3865.005127
	Iteration 12Q: 3 clusters Score -344585.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -344587.843750 Penalty: 3865.005127
	Iteration 13Q: 3 clusters Score -344587.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -344591.312500 Penalty: 3865.005127
	Iteration 14Q: 3 clusters Score -344591.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -344592.781250 Penalty: 3865.005127
	Iteration 15Q: 3 clusters Score -344592.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -344593.531250 Penalty: 3865.005127
	Iteration 16Q: 3 clusters Score -344593.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -344596.031250 Penalty: 3865.005127
	Iteration 17Q: 3 clusters Score -344596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -344599.031250 Penalty: 3865.005127
	Iteration 18Q: 3 clusters Score -344599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -344600.687500 Penalty: 3865.005127
	Iteration 19Q: 3 clusters Score -344600.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -344602.625000 Penalty: 3865.005127
	Iteration 20F: 3 clusters Score -344602.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -344604.562500 Penalty: 3865.005127
	Iteration 21Q: 3 clusters Score -344604.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -344605.156250 Penalty: 3865.005127
	Iteration 22Q: 3 clusters Score -344605.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -344605.156250 Penalty: 3865.005127
	Iteration 23F: 3 clusters Score -344605.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -118435.617188 Penalty: 1736.760254
	Iteration 0F: 2 clusters Score -118435.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -116614.015625 Penalty: 3473.520508
	Iteration 0F: 3 clusters Score -116614 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -118631.226562 Penalty: 3473.520508
	Iteration 1F: 3 clusters Score -118631.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -120718.460938 Penalty: 3473.520508
	Iteration 2F: 3 clusters Score -120718.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -121316.578125 Penalty: 3473.520508
	Iteration 3F: 3 clusters Score -121316.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -121601.312500 Penalty: 3473.520508
	Iteration 4Q: 3 clusters Score -121601.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -121811.484375 Penalty: 3473.520508
	Iteration 5Q: 3 clusters Score -121811.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -122106.437500 Penalty: 3473.520508
	Iteration 6Q: 3 clusters Score -122106.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -122121.640625 Penalty: 3473.520508
	Iteration 7Q: 3 clusters Score -122121.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -122123.992188 Penalty: 3473.520508
	Iteration 8Q: 3 clusters Score -122124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -122124.148438 Penalty: 3473.520508
	Iteration 9F: 3 clusters Score -122124.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -122129.000000 Penalty: 3473.520508
	Iteration 10Q: 3 clusters Score -122129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -122129.000000 Penalty: 3473.520508
	Iteration 11F: 3 clusters Score -122129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1240 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 175090 members 
Mstep: Class 5 contains 154466 members 
Mstep: Class 6 contains 157115 members 
Mstep: Class 7 contains 166225 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 155756 members 
Mstep: Class 10 contains 4480 members 
Mstep: Class 11 contains 7193 members 
Mstep: Class 12 contains 7735 members 
Mstep: Class 13 contains 90550 members 
Mstep: Class 14 contains 107378 members 
Mstep: Class 15 contains 94549 members 
Mstep: Class 16 contains 842 members 
Mstep: Class 17 contains 91692 members 
Mstep: Class 19 contains 158308 members 
Mstep: Class 20 contains 2422 members 
Mstep: Class 21 contains 258 members 
Entering Unmasked Estep 
Score: -180433744.000000 Penalty: 70124.296875
Splitting cluster 21 changes total score from -180422976.000000 to -180433744.000000
So it's getting split into cluster 16.
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 175090 members 
Mstep: Class 7 contains 166225 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 155756 members 
Mstep: Class 10 contains 4480 members 
Mstep: Class 11 contains 7193 members 
Mstep: Class 12 contains 7735 members 
Mstep: Class 13 contains 90550 members 
Mstep: Class 14 contains 107378 members 
Mstep: Class 15 contains 94549 members 
Mstep: Class 17 contains 91692 members 
Mstep: Class 19 contains 158308 members 
Mstep: Class 20 contains 2422 members 
Mstep: Class 21 contains 258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436208.000000 Penalty: 70124.296875
Iteration 79Q: 21 clusters Score -1.804362e+08 nChanged 11553
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1229 members 
Mstep: Class 3 contains 1455 members 
Mstep: Class 4 contains 175076 members 
Mstep: Class 5 contains 153913 members 
Mstep: Class 6 contains 155806 members 
Mstep: Class 7 contains 166630 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 155961 members 
Mstep: Class 10 contains 4482 members 
Mstep: Class 11 contains 7214 members 
Mstep: Class 12 contains 8648 members 
Mstep: Class 13 contains 90677 members 
Mstep: Class 14 contains 107679 members 
Mstep: Class 15 contains 94461 members 
Mstep: Class 16 contains 844 members 
Mstep: Class 17 contains 91756 members 
Mstep: Class 19 contains 158328 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440272.000000 Penalty: 70124.296875
Iteration 80F: 21 clusters Score -1.804403e+08 nChanged 12346
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1229 members 
Mstep: Class 3 contains 1401 members 
Mstep: Class 4 contains 174534 members 
Mstep: Class 5 contains 154896 members 
Mstep: Class 6 contains 157191 members 
Mstep: Class 7 contains 166375 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 155696 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 11 contains 7232 members 
Mstep: Class 12 contains 9326 members 
Mstep: Class 13 contains 90299 members 
Mstep: Class 14 contains 107236 members 
Mstep: Class 15 contains 94051 members 
Mstep: Class 16 contains 846 members 
Mstep: Class 17 contains 91739 members 
Mstep: Class 19 contains 157635 members 
Mstep: Class 20 contains 2410 members 
Mstep: Class 21 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180443008.000000 Penalty: 70124.296875
Iteration 81Q: 21 clusters Score -1.80443e+08 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1229 members 
Mstep: Class 3 contains 1369 members 
Mstep: Class 4 contains 174068 members 
Mstep: Class 5 contains 155668 members 
Mstep: Class 6 contains 158273 members 
Mstep: Class 7 contains 165974 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 155397 members 
Mstep: Class 10 contains 4513 members 
Mstep: Class 11 contains 7244 members 
Mstep: Class 12 contains 10112 members 
Mstep: Class 13 contains 90054 members 
Mstep: Class 14 contains 107026 members 
Mstep: Class 15 contains 93662 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 91712 members 
Mstep: Class 19 contains 157022 members 
Mstep: Class 20 contains 2412 members 
Mstep: Class 21 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180444640.000000 Penalty: 70124.296875
Iteration 82Q: 21 clusters Score -1.804446e+08 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1352 members 
Mstep: Class 4 contains 173604 members 
Mstep: Class 5 contains 156371 members 
Mstep: Class 6 contains 159240 members 
Mstep: Class 7 contains 165639 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 155001 members 
Mstep: Class 10 contains 4555 members 
Mstep: Class 11 contains 7256 members 
Mstep: Class 12 contains 10917 members 
Mstep: Class 13 contains 89877 members 
Mstep: Class 14 contains 106855 members 
Mstep: Class 15 contains 93302 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 91694 members 
Mstep: Class 19 contains 156452 members 
Mstep: Class 20 contains 2393 members 
Mstep: Class 21 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180445552.000000 Penalty: 70124.296875
Iteration 83Q: 21 clusters Score -1.804456e+08 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1342 members 
Mstep: Class 4 contains 173217 members 
Mstep: Class 5 contains 157014 members 
Mstep: Class 6 contains 160019 members 
Mstep: Class 7 contains 165374 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 154558 members 
Mstep: Class 10 contains 4612 members 
Mstep: Class 11 contains 7265 members 
Mstep: Class 12 contains 11723 members 
Mstep: Class 13 contains 89687 members 
Mstep: Class 14 contains 106707 members 
Mstep: Class 15 contains 92996 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 91688 members 
Mstep: Class 19 contains 155922 members 
Mstep: Class 20 contains 2383 members 
Mstep: Class 21 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180446512.000000 Penalty: 70124.296875
Iteration 84Q: 21 clusters Score -1.804465e+08 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1336 members 
Mstep: Class 4 contains 172942 members 
Mstep: Class 5 contains 157682 members 
Mstep: Class 6 contains 160644 members 
Mstep: Class 7 contains 165043 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 154094 members 
Mstep: Class 10 contains 4661 members 
Mstep: Class 11 contains 7272 members 
Mstep: Class 12 contains 12490 members 
Mstep: Class 13 contains 89526 members 
Mstep: Class 14 contains 106544 members 
Mstep: Class 15 contains 92673 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 91664 members 
Mstep: Class 19 contains 155556 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180446480.000000 Penalty: 70124.296875
Iteration 85Q: 21 clusters Score -1.804465e+08 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 172655 members 
Mstep: Class 5 contains 158247 members 
Mstep: Class 6 contains 161171 members 
Mstep: Class 7 contains 164749 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 153679 members 
Mstep: Class 10 contains 4717 members 
Mstep: Class 11 contains 7277 members 
Mstep: Class 12 contains 13269 members 
Mstep: Class 13 contains 89322 members 
Mstep: Class 14 contains 106385 members 
Mstep: Class 15 contains 92363 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 91635 members 
Mstep: Class 19 contains 155328 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180446176.000000 Penalty: 70124.296875
Iteration 86Q: 21 clusters Score -1.804462e+08 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1322 members 
Mstep: Class 4 contains 172479 members 
Mstep: Class 5 contains 158727 members 
Mstep: Class 6 contains 161518 members 
Mstep: Class 7 contains 164517 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 153295 members 
Mstep: Class 10 contains 4768 members 
Mstep: Class 11 contains 7284 members 
Mstep: Class 12 contains 14041 members 
Mstep: Class 13 contains 89063 members 
Mstep: Class 14 contains 106221 members 
Mstep: Class 15 contains 92054 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 91622 members 
Mstep: Class 19 contains 155211 members 
Mstep: Class 20 contains 2380 members 
Mstep: Class 21 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180445760.000000 Penalty: 70124.296875
Iteration 87Q: 21 clusters Score -1.804458e+08 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1310 members 
Mstep: Class 4 contains 172267 members 
Mstep: Class 5 contains 159208 members 
Mstep: Class 6 contains 161715 members 
Mstep: Class 7 contains 164372 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 152889 members 
Mstep: Class 10 contains 4828 members 
Mstep: Class 11 contains 7298 members 
Mstep: Class 12 contains 14778 members 
Mstep: Class 13 contains 88849 members 
Mstep: Class 14 contains 106007 members 
Mstep: Class 15 contains 91761 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 91614 members 
Mstep: Class 19 contains 155228 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180445952.000000 Penalty: 70124.296875
Iteration 88Q: 21 clusters Score -1.80446e+08 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1300 members 
Mstep: Class 4 contains 172020 members 
Mstep: Class 5 contains 159670 members 
Mstep: Class 6 contains 161788 members 
Mstep: Class 7 contains 164278 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 152531 members 
Mstep: Class 10 contains 4892 members 
Mstep: Class 11 contains 7305 members 
Mstep: Class 12 contains 15537 members 
Mstep: Class 13 contains 88644 members 
Mstep: Class 14 contains 105799 members 
Mstep: Class 15 contains 91455 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 91630 members 
Mstep: Class 19 contains 155263 members 
Mstep: Class 20 contains 2391 members 
Mstep: Class 21 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180446336.000000 Penalty: 70124.296875
Iteration 89Q: 21 clusters Score -1.804463e+08 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1295 members 
Mstep: Class 4 contains 171786 members 
Mstep: Class 5 contains 160087 members 
Mstep: Class 6 contains 161788 members 
Mstep: Class 7 contains 164099 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 152233 members 
Mstep: Class 10 contains 4967 members 
Mstep: Class 11 contains 7312 members 
Mstep: Class 12 contains 16270 members 
Mstep: Class 13 contains 88408 members 
Mstep: Class 14 contains 105603 members 
Mstep: Class 15 contains 91106 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 91658 members 
Mstep: Class 19 contains 155478 members 
Mstep: Class 20 contains 2411 members 
Mstep: Class 21 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180446688.000000 Penalty: 70124.296875
Iteration 90Q: 21 clusters Score -1.804467e+08 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1295 members 
Mstep: Class 4 contains 171522 members 
Mstep: Class 5 contains 160413 members 
Mstep: Class 6 contains 161677 members 
Mstep: Class 7 contains 164055 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 151995 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 7322 members 
Mstep: Class 12 contains 17002 members 
Mstep: Class 13 contains 88182 members 
Mstep: Class 14 contains 105454 members 
Mstep: Class 15 contains 90761 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 91677 members 
Mstep: Class 19 contains 155679 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180447248.000000 Penalty: 70124.296875
Iteration 91Q: 21 clusters Score -1.804472e+08 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 171313 members 
Mstep: Class 5 contains 160704 members 
Mstep: Class 6 contains 161449 members 
Mstep: Class 7 contains 163967 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 151807 members 
Mstep: Class 10 contains 5126 members 
Mstep: Class 11 contains 7329 members 
Mstep: Class 12 contains 17718 members 
Mstep: Class 13 contains 87928 members 
Mstep: Class 14 contains 105312 members 
Mstep: Class 15 contains 90419 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 91688 members 
Mstep: Class 19 contains 156023 members 
Mstep: Class 20 contains 2428 members 
Mstep: Class 21 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180448304.000000 Penalty: 70124.296875
Iteration 92Q: 21 clusters Score -1.804483e+08 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 171124 members 
Mstep: Class 5 contains 160963 members 
Mstep: Class 6 contains 161158 members 
Mstep: Class 7 contains 163835 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 151676 members 
Mstep: Class 10 contains 5206 members 
Mstep: Class 11 contains 7340 members 
Mstep: Class 12 contains 18346 members 
Mstep: Class 13 contains 87694 members 
Mstep: Class 14 contains 105251 members 
Mstep: Class 15 contains 90075 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 91713 members 
Mstep: Class 19 contains 156401 members 
Mstep: Class 20 contains 2436 members 
Mstep: Class 21 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180448864.000000 Penalty: 70124.296875
Iteration 93Q: 21 clusters Score -1.804489e+08 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1277 members 
Mstep: Class 4 contains 170924 members 
Mstep: Class 5 contains 161199 members 
Mstep: Class 6 contains 160873 members 
Mstep: Class 7 contains 163654 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 151611 members 
Mstep: Class 10 contains 5274 members 
Mstep: Class 11 contains 7362 members 
Mstep: Class 12 contains 18954 members 
Mstep: Class 13 contains 87455 members 
Mstep: Class 14 contains 105255 members 
Mstep: Class 15 contains 89727 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 91740 members 
Mstep: Class 19 contains 156754 members 
Mstep: Class 20 contains 2442 members 
Mstep: Class 21 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180449856.000000 Penalty: 70124.296875
Iteration 94Q: 21 clusters Score -1.804499e+08 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1278 members 
Mstep: Class 4 contains 170754 members 
Mstep: Class 5 contains 161378 members 
Mstep: Class 6 contains 160688 members 
Mstep: Class 7 contains 163442 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 151566 members 
Mstep: Class 10 contains 5329 members 
Mstep: Class 11 contains 7379 members 
Mstep: Class 12 contains 19541 members 
Mstep: Class 13 contains 87165 members 
Mstep: Class 14 contains 105343 members 
Mstep: Class 15 contains 89357 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 91768 members 
Mstep: Class 19 contains 157070 members 
Mstep: Class 20 contains 2441 members 
Mstep: Class 21 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180450192.000000 Penalty: 70124.296875
Iteration 95Q: 21 clusters Score -1.804502e+08 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1278 members 
Mstep: Class 4 contains 170575 members 
Mstep: Class 5 contains 161493 members 
Mstep: Class 6 contains 160533 members 
Mstep: Class 7 contains 163205 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 151539 members 
Mstep: Class 10 contains 5376 members 
Mstep: Class 11 contains 7393 members 
Mstep: Class 12 contains 20090 members 
Mstep: Class 13 contains 86930 members 
Mstep: Class 14 contains 105534 members 
Mstep: Class 15 contains 89009 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 91805 members 
Mstep: Class 19 contains 157301 members 
Mstep: Class 20 contains 2438 members 
Mstep: Class 21 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180450400.000000 Penalty: 70124.296875
Iteration 96Q: 21 clusters Score -1.804504e+08 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 170404 members 
Mstep: Class 5 contains 161576 members 
Mstep: Class 6 contains 160463 members 
Mstep: Class 7 contains 162986 members 
Mstep: Class 8 contains 2853 members 
Mstep: Class 9 contains 151517 members 
Mstep: Class 10 contains 5424 members 
Mstep: Class 11 contains 7404 members 
Mstep: Class 12 contains 20630 members 
Mstep: Class 13 contains 86702 members 
Mstep: Class 14 contains 105708 members 
Mstep: Class 15 contains 88664 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 91845 members 
Mstep: Class 19 contains 157456 members 
Mstep: Class 20 contains 2439 members 
Mstep: Class 21 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180451136.000000 Penalty: 70124.296875
Iteration 97Q: 21 clusters Score -1.804511e+08 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 170283 members 
Mstep: Class 5 contains 161591 members 
Mstep: Class 6 contains 160424 members 
Mstep: Class 7 contains 162838 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 151476 members 
Mstep: Class 10 contains 5478 members 
Mstep: Class 11 contains 7410 members 
Mstep: Class 12 contains 21179 members 
Mstep: Class 13 contains 86445 members 
Mstep: Class 14 contains 105904 members 
Mstep: Class 15 contains 88340 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 91869 members 
Mstep: Class 19 contains 157536 members 
Mstep: Class 20 contains 2440 members 
Mstep: Class 21 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180451120.000000 Penalty: 70124.296875
Iteration 98Q: 21 clusters Score -1.804511e+08 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 170154 members 
Mstep: Class 5 contains 161529 members 
Mstep: Class 6 contains 160415 members 
Mstep: Class 7 contains 162738 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 151474 members 
Mstep: Class 10 contains 5549 members 
Mstep: Class 11 contains 7417 members 
Mstep: Class 12 contains 21656 members 
Mstep: Class 13 contains 86171 members 
Mstep: Class 14 contains 106163 members 
Mstep: Class 15 contains 88012 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 91917 members 
Mstep: Class 19 contains 157564 members 
Mstep: Class 20 contains 2448 members 
Mstep: Class 21 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180452160.000000 Penalty: 70124.296875
Iteration 99Q: 21 clusters Score -1.804522e+08 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1287 members 
Mstep: Class 4 contains 170006 members 
Mstep: Class 5 contains 161358 members 
Mstep: Class 6 contains 160385 members 
Mstep: Class 7 contains 162699 members 
Mstep: Class 8 contains 2857 members 
Mstep: Class 9 contains 151514 members 
Mstep: Class 10 contains 5616 members 
Mstep: Class 11 contains 7424 members 
Mstep: Class 12 contains 22099 members 
Mstep: Class 13 contains 85928 members 
Mstep: Class 14 contains 106518 members 
Mstep: Class 15 contains 87680 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 91953 members 
Mstep: Class 19 contains 157562 members 
Mstep: Class 20 contains 2465 members 
Mstep: Class 21 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180453200.000000 Penalty: 70124.296875
Iteration 100F: 21 clusters Score -1.804532e+08 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1287 members 
Mstep: Class 4 contains 169879 members 
Mstep: Class 5 contains 161208 members 
Mstep: Class 6 contains 160323 members 
Mstep: Class 7 contains 162550 members 
Mstep: Class 8 contains 2857 members 
Mstep: Class 9 contains 151594 members 
Mstep: Class 10 contains 5685 members 
Mstep: Class 11 contains 7434 members 
Mstep: Class 12 contains 22566 members 
Mstep: Class 13 contains 85736 members 
Mstep: Class 14 contains 106848 members 
Mstep: Class 15 contains 87335 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 91974 members 
Mstep: Class 19 contains 157603 members 
Mstep: Class 20 contains 2471 members 
Mstep: Class 21 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180454656.000000 Penalty: 70124.296875
Iteration 101Q: 21 clusters Score -1.804547e+08 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1289 members 
Mstep: Class 4 contains 169734 members 
Mstep: Class 5 contains 161067 members 
Mstep: Class 6 contains 160324 members 
Mstep: Class 7 contains 162374 members 
Mstep: Class 8 contains 2858 members 
Mstep: Class 9 contains 151664 members 
Mstep: Class 10 contains 5749 members 
Mstep: Class 11 contains 7445 members 
Mstep: Class 12 contains 22982 members 
Mstep: Class 13 contains 85510 members 
Mstep: Class 14 contains 107248 members 
Mstep: Class 15 contains 86985 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 91967 members 
Mstep: Class 19 contains 157665 members 
Mstep: Class 20 contains 2486 members 
Mstep: Class 21 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180455296.000000 Penalty: 70124.296875
Iteration 102Q: 21 clusters Score -1.804553e+08 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1305 members 
Mstep: Class 4 contains 169586 members 
Mstep: Class 5 contains 160930 members 
Mstep: Class 6 contains 160318 members 
Mstep: Class 7 contains 162208 members 
Mstep: Class 8 contains 2858 members 
Mstep: Class 9 contains 151761 members 
Mstep: Class 10 contains 5805 members 
Mstep: Class 11 contains 7453 members 
Mstep: Class 12 contains 23410 members 
Mstep: Class 13 contains 85296 members 
Mstep: Class 14 contains 107604 members 
Mstep: Class 15 contains 86622 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 91991 members 
Mstep: Class 19 contains 157697 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456080.000000 Penalty: 70124.296875
Iteration 103Q: 21 clusters Score -1.804561e+08 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1330 members 
Mstep: Class 4 contains 169465 members 
Mstep: Class 5 contains 160782 members 
Mstep: Class 6 contains 160300 members 
Mstep: Class 7 contains 162105 members 
Mstep: Class 8 contains 2859 members 
Mstep: Class 9 contains 151839 members 
Mstep: Class 10 contains 5857 members 
Mstep: Class 11 contains 7459 members 
Mstep: Class 12 contains 23797 members 
Mstep: Class 13 contains 85089 members 
Mstep: Class 14 contains 107997 members 
Mstep: Class 15 contains 86284 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 92012 members 
Mstep: Class 19 contains 157659 members 
Mstep: Class 20 contains 2510 members 
Mstep: Class 21 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456448.000000 Penalty: 70124.296875
Iteration 104Q: 21 clusters Score -1.804564e+08 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1338 members 
Mstep: Class 4 contains 169318 members 
Mstep: Class 5 contains 160663 members 
Mstep: Class 6 contains 160268 members 
Mstep: Class 7 contains 162001 members 
Mstep: Class 8 contains 2859 members 
Mstep: Class 9 contains 151957 members 
Mstep: Class 10 contains 5902 members 
Mstep: Class 11 contains 7467 members 
Mstep: Class 12 contains 24163 members 
Mstep: Class 13 contains 84912 members 
Mstep: Class 14 contains 108383 members 
Mstep: Class 15 contains 85938 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 92049 members 
Mstep: Class 19 contains 157606 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456544.000000 Penalty: 70124.296875
Iteration 105Q: 21 clusters Score -1.804565e+08 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 169207 members 
Mstep: Class 5 contains 160516 members 
Mstep: Class 6 contains 160273 members 
Mstep: Class 7 contains 161904 members 
Mstep: Class 8 contains 2860 members 
Mstep: Class 9 contains 152080 members 
Mstep: Class 10 contains 5957 members 
Mstep: Class 11 contains 7476 members 
Mstep: Class 12 contains 24459 members 
Mstep: Class 13 contains 84719 members 
Mstep: Class 14 contains 108806 members 
Mstep: Class 15 contains 85576 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 92078 members 
Mstep: Class 19 contains 157559 members 
Mstep: Class 20 contains 2526 members 
Mstep: Class 21 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456896.000000 Penalty: 70124.296875
Iteration 106Q: 21 clusters Score -1.804569e+08 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1355 members 
Mstep: Class 4 contains 169084 members 
Mstep: Class 5 contains 160313 members 
Mstep: Class 6 contains 160283 members 
Mstep: Class 7 contains 161818 members 
Mstep: Class 8 contains 2860 members 
Mstep: Class 9 contains 152298 members 
Mstep: Class 10 contains 6005 members 
Mstep: Class 11 contains 7481 members 
Mstep: Class 12 contains 24725 members 
Mstep: Class 13 contains 84548 members 
Mstep: Class 14 contains 109202 members 
Mstep: Class 15 contains 85227 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 92114 members 
Mstep: Class 19 contains 157506 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456976.000000 Penalty: 70124.296875
Iteration 107Q: 21 clusters Score -1.80457e+08 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 168952 members 
Mstep: Class 5 contains 160158 members 
Mstep: Class 6 contains 160256 members 
Mstep: Class 7 contains 161756 members 
Mstep: Class 8 contains 2859 members 
Mstep: Class 9 contains 152549 members 
Mstep: Class 10 contains 6049 members 
Mstep: Class 11 contains 7485 members 
Mstep: Class 12 contains 24932 members 
Mstep: Class 13 contains 84376 members 
Mstep: Class 14 contains 109593 members 
Mstep: Class 15 contains 84859 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 92154 members 
Mstep: Class 19 contains 157481 members 
Mstep: Class 20 contains 2524 members 
Mstep: Class 21 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457456.000000 Penalty: 70124.296875
Iteration 108Q: 21 clusters Score -1.804575e+08 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1362 members 
Mstep: Class 4 contains 168779 members 
Mstep: Class 5 contains 159943 members 
Mstep: Class 6 contains 160271 members 
Mstep: Class 7 contains 161711 members 
Mstep: Class 8 contains 2861 members 
Mstep: Class 9 contains 152802 members 
Mstep: Class 10 contains 6097 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 25121 members 
Mstep: Class 13 contains 84205 members 
Mstep: Class 14 contains 110078 members 
Mstep: Class 15 contains 84508 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 92199 members 
Mstep: Class 19 contains 157401 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457552.000000 Penalty: 70124.296875
Iteration 109Q: 21 clusters Score -1.804576e+08 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 168637 members 
Mstep: Class 5 contains 159768 members 
Mstep: Class 6 contains 160310 members 
Mstep: Class 7 contains 161643 members 
Mstep: Class 8 contains 2861 members 
Mstep: Class 9 contains 153019 members 
Mstep: Class 10 contains 6151 members 
Mstep: Class 11 contains 7494 members 
Mstep: Class 12 contains 25285 members 
Mstep: Class 13 contains 84047 members 
Mstep: Class 14 contains 110566 members 
Mstep: Class 15 contains 84146 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 92217 members 
Mstep: Class 19 contains 157321 members 
Mstep: Class 20 contains 2522 members 
Mstep: Class 21 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457680.000000 Penalty: 70124.296875
Iteration 110Q: 21 clusters Score -1.804577e+08 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1358 members 
Mstep: Class 4 contains 168508 members 
Mstep: Class 5 contains 159597 members 
Mstep: Class 6 contains 160300 members 
Mstep: Class 7 contains 161571 members 
Mstep: Class 8 contains 2861 members 
Mstep: Class 9 contains 153246 members 
Mstep: Class 10 contains 6191 members 
Mstep: Class 11 contains 7497 members 
Mstep: Class 12 contains 25460 members 
Mstep: Class 13 contains 83884 members 
Mstep: Class 14 contains 110994 members 
Mstep: Class 15 contains 83801 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 92230 members 
Mstep: Class 19 contains 157330 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457664.000000 Penalty: 70124.296875
Iteration 111Q: 21 clusters Score -1.804577e+08 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 168396 members 
Mstep: Class 5 contains 159418 members 
Mstep: Class 6 contains 160261 members 
Mstep: Class 7 contains 161478 members 
Mstep: Class 8 contains 2861 members 
Mstep: Class 9 contains 153483 members 
Mstep: Class 10 contains 6218 members 
Mstep: Class 11 contains 7503 members 
Mstep: Class 12 contains 25623 members 
Mstep: Class 13 contains 83730 members 
Mstep: Class 14 contains 111488 members 
Mstep: Class 15 contains 83441 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 92231 members 
Mstep: Class 19 contains 157333 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457536.000000 Penalty: 70124.296875
Iteration 112Q: 21 clusters Score -1.804575e+08 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1366 members 
Mstep: Class 4 contains 168242 members 
Mstep: Class 5 contains 159214 members 
Mstep: Class 6 contains 160230 members 
Mstep: Class 7 contains 161386 members 
Mstep: Class 8 contains 2861 members 
Mstep: Class 9 contains 153727 members 
Mstep: Class 10 contains 6250 members 
Mstep: Class 11 contains 7510 members 
Mstep: Class 12 contains 25768 members 
Mstep: Class 13 contains 83568 members 
Mstep: Class 14 contains 112066 members 
Mstep: Class 15 contains 83050 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 92253 members 
Mstep: Class 19 contains 157346 members 
Mstep: Class 20 contains 2510 members 
Mstep: Class 21 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458400.000000 Penalty: 70124.296875
Iteration 113Q: 21 clusters Score -1.804584e+08 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 168091 members 
Mstep: Class 5 contains 159012 members 
Mstep: Class 6 contains 160209 members 
Mstep: Class 7 contains 161286 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 153997 members 
Mstep: Class 10 contains 6273 members 
Mstep: Class 11 contains 7518 members 
Mstep: Class 12 contains 25914 members 
Mstep: Class 13 contains 83391 members 
Mstep: Class 14 contains 112651 members 
Mstep: Class 15 contains 82661 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 92261 members 
Mstep: Class 19 contains 157340 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458624.000000 Penalty: 70124.296875
Iteration 114Q: 21 clusters Score -1.804586e+08 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 167962 members 
Mstep: Class 5 contains 158847 members 
Mstep: Class 6 contains 160173 members 
Mstep: Class 7 contains 161201 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 154280 members 
Mstep: Class 10 contains 6290 members 
Mstep: Class 11 contains 7529 members 
Mstep: Class 12 contains 26058 members 
Mstep: Class 13 contains 83220 members 
Mstep: Class 14 contains 113150 members 
Mstep: Class 15 contains 82237 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 92276 members 
Mstep: Class 19 contains 157380 members 
Mstep: Class 20 contains 2511 members 
Mstep: Class 21 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458576.000000 Penalty: 70124.296875
Iteration 115Q: 21 clusters Score -1.804586e+08 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 167890 members 
Mstep: Class 5 contains 158711 members 
Mstep: Class 6 contains 160131 members 
Mstep: Class 7 contains 161124 members 
Mstep: Class 8 contains 2869 members 
Mstep: Class 9 contains 154531 members 
Mstep: Class 10 contains 6309 members 
Mstep: Class 11 contains 7544 members 
Mstep: Class 12 contains 26201 members 
Mstep: Class 13 contains 83061 members 
Mstep: Class 14 contains 113666 members 
Mstep: Class 15 contains 81806 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 92288 members 
Mstep: Class 19 contains 157324 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458720.000000 Penalty: 70124.296875
Iteration 116Q: 21 clusters Score -1.804587e+08 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 167831 members 
Mstep: Class 5 contains 158663 members 
Mstep: Class 6 contains 160107 members 
Mstep: Class 7 contains 161095 members 
Mstep: Class 8 contains 2871 members 
Mstep: Class 9 contains 154724 members 
Mstep: Class 10 contains 6326 members 
Mstep: Class 11 contains 7558 members 
Mstep: Class 12 contains 26302 members 
Mstep: Class 13 contains 82878 members 
Mstep: Class 14 contains 114166 members 
Mstep: Class 15 contains 81392 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 92291 members 
Mstep: Class 19 contains 157244 members 
Mstep: Class 20 contains 2526 members 
Mstep: Class 21 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458832.000000 Penalty: 70124.296875
Iteration 117Q: 21 clusters Score -1.804588e+08 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1376 members 
Mstep: Class 4 contains 167800 members 
Mstep: Class 5 contains 158650 members 
Mstep: Class 6 contains 160055 members 
Mstep: Class 7 contains 161062 members 
Mstep: Class 8 contains 2871 members 
Mstep: Class 9 contains 154925 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 7567 members 
Mstep: Class 12 contains 26381 members 
Mstep: Class 13 contains 82715 members 
Mstep: Class 14 contains 114627 members 
Mstep: Class 15 contains 81027 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 92285 members 
Mstep: Class 19 contains 157138 members 
Mstep: Class 20 contains 2524 members 
Mstep: Class 21 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458800.000000 Penalty: 70124.296875
Iteration 118Q: 21 clusters Score -1.804588e+08 nChanged 3550
Entering ConstructFrom: 
Score: -180458800.000000 Penalty: 70124.296875
Entering ConstructFrom: 
Trying to split cluster 1 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -88800.312500 Penalty: 1630.964355
	Iteration 0F: 2 clusters Score -88800.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -87090.937500 Penalty: 3261.928711
	Iteration 0F: 3 clusters Score -87090.94 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -87404.570312 Penalty: 3261.928711
	Iteration 1F: 3 clusters Score -87404.57 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -87496.804688 Penalty: 3261.928711
	Iteration 2F: 3 clusters Score -87496.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -87536.921875 Penalty: 3261.928711
	Iteration 3Q: 3 clusters Score -87536.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -87565.585938 Penalty: 3261.928711
	Iteration 4Q: 3 clusters Score -87565.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -87607.562500 Penalty: 3261.928711
	Iteration 5Q: 3 clusters Score -87607.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -87647.554688 Penalty: 3261.928711
	Iteration 6Q: 3 clusters Score -87647.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -87681.406250 Penalty: 3261.928711
	Iteration 7Q: 3 clusters Score -87681.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -87707.648438 Penalty: 3261.928711
	Iteration 8Q: 3 clusters Score -87707.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -87780.304688 Penalty: 3261.928711
	Iteration 9Q: 3 clusters Score -87780.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -87865.625000 Penalty: 3261.928711
	Iteration 10Q: 3 clusters Score -87865.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -87874.617188 Penalty: 3261.928711
	Iteration 11Q: 3 clusters Score -87874.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -87875.312500 Penalty: 3261.928711
	Iteration 12Q: 3 clusters Score -87875.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -87875.312500 Penalty: 3261.928711
	Iteration 13F: 3 clusters Score -87875.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Entering Unmasked Estep 
Score: -147961.125000 Penalty: 1764.059204
	Iteration 0F: 2 clusters Score -147961.1 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 597 members 
Entering Unmasked Estep 
Score: -145850.203125 Penalty: 3528.118408
	Iteration 0F: 3 clusters Score -145850.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -146266.234375 Penalty: 3528.118408
	Iteration 1F: 3 clusters Score -146266.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -146610.953125 Penalty: 3528.118408
	Iteration 2F: 3 clusters Score -146611 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -147399.828125 Penalty: 3528.118408
	Iteration 3F: 3 clusters Score -147399.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -147919.843750 Penalty: 3528.118408
	Iteration 4F: 3 clusters Score -147919.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -148295.718750 Penalty: 3528.118408
	Iteration 5F: 3 clusters Score -148295.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -148478.953125 Penalty: 3528.118408
	Iteration 6Q: 3 clusters Score -148479 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -148593.453125 Penalty: 3528.118408
	Iteration 7Q: 3 clusters Score -148593.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -148646.468750 Penalty: 3528.118408
	Iteration 8Q: 3 clusters Score -148646.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -148669.718750 Penalty: 3528.118408
	Iteration 9Q: 3 clusters Score -148669.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -148677.562500 Penalty: 3528.118408
	Iteration 10Q: 3 clusters Score -148677.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -148689.640625 Penalty: 3528.118408
	Iteration 11Q: 3 clusters Score -148689.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -148705.078125 Penalty: 3528.118408
	Iteration 12Q: 3 clusters Score -148705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -148715.843750 Penalty: 3528.118408
	Iteration 13Q: 3 clusters Score -148715.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -148730.937500 Penalty: 3528.118408
	Iteration 14Q: 3 clusters Score -148730.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -148748.656250 Penalty: 3528.118408
	Iteration 15Q: 3 clusters Score -148748.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -148767.859375 Penalty: 3528.118408
	Iteration 16Q: 3 clusters Score -148767.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -148773.453125 Penalty: 3528.118408
	Iteration 17Q: 3 clusters Score -148773.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -148776.515625 Penalty: 3528.118408
	Iteration 18Q: 3 clusters Score -148776.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -148779.781250 Penalty: 3528.118408
	Iteration 19Q: 3 clusters Score -148779.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -148786.031250 Penalty: 3528.118408
	Iteration 20F: 3 clusters Score -148786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -148793.812500 Penalty: 3528.118408
	Iteration 21Q: 3 clusters Score -148793.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -148799.890625 Penalty: 3528.118408
	Iteration 22Q: 3 clusters Score -148799.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -148801.750000 Penalty: 3528.118408
	Iteration 23Q: 3 clusters Score -148801.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -148803.375000 Penalty: 3528.118408
	Iteration 24Q: 3 clusters Score -148803.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -148803.375000 Penalty: 3528.118408
	Iteration 25F: 3 clusters Score -148803.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 327 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 167749 members 
Mstep: Class 5 contains 158594 members 
Mstep: Class 6 contains 160023 members 
Mstep: Class 7 contains 161034 members 
Mstep: Class 8 contains 2872 members 
Mstep: Class 9 contains 155077 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 7576 members 
Mstep: Class 12 contains 26465 members 
Mstep: Class 13 contains 82548 members 
Mstep: Class 14 contains 115110 members 
Mstep: Class 15 contains 80680 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 92292 members 
Mstep: Class 18 contains 901 members 
Mstep: Class 19 contains 157058 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 318 members 
Entering Unmasked Estep 
Score: -180457984.000000 Penalty: 73630.507812
Splitting cluster 2 changes total score from -180458800.000000 to -180457984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Entering Unmasked Estep 
Score: -166824.875000 Penalty: 1792.460327
	Iteration 0F: 2 clusters Score -166824.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -164648.125000 Penalty: 3584.920654
	Iteration 0F: 3 clusters Score -164648.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -165072.812500 Penalty: 3584.920654
	Iteration 1F: 3 clusters Score -165072.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -165238.156250 Penalty: 3584.920654
	Iteration 2F: 3 clusters Score -165238.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -165382.890625 Penalty: 3584.920654
	Iteration 3F: 3 clusters Score -165382.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -165515.171875 Penalty: 3584.920654
	Iteration 4Q: 3 clusters Score -165515.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -165603.953125 Penalty: 3584.920654
	Iteration 5Q: 3 clusters Score -165604 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -165678.484375 Penalty: 3584.920654
	Iteration 6Q: 3 clusters Score -165678.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -165753.703125 Penalty: 3584.920654
	Iteration 7Q: 3 clusters Score -165753.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -165845.500000 Penalty: 3584.920654
	Iteration 8Q: 3 clusters Score -165845.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -165938.828125 Penalty: 3584.920654
	Iteration 9Q: 3 clusters Score -165938.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -165993.328125 Penalty: 3584.920654
	Iteration 10Q: 3 clusters Score -165993.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -166033.062500 Penalty: 3584.920654
	Iteration 11Q: 3 clusters Score -166033.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -166067.390625 Penalty: 3584.920654
	Iteration 12Q: 3 clusters Score -166067.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -166089.906250 Penalty: 3584.920654
	Iteration 13Q: 3 clusters Score -166089.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -166101.281250 Penalty: 3584.920654
	Iteration 14Q: 3 clusters Score -166101.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -166110.640625 Penalty: 3584.920654
	Iteration 15Q: 3 clusters Score -166110.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -166118.359375 Penalty: 3584.920654
	Iteration 16Q: 3 clusters Score -166118.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -166119.203125 Penalty: 3584.920654
	Iteration 17Q: 3 clusters Score -166119.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -166121.093750 Penalty: 3584.920654
	Iteration 18Q: 3 clusters Score -166121.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -166123.171875 Penalty: 3584.920654
	Iteration 19Q: 3 clusters Score -166123.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -166130.750000 Penalty: 3584.920654
	Iteration 20F: 3 clusters Score -166130.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -166150.703125 Penalty: 3584.920654
	Iteration 21Q: 3 clusters Score -166150.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -166168.968750 Penalty: 3584.920654
	Iteration 22Q: 3 clusters Score -166169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -166182.093750 Penalty: 3584.920654
	Iteration 23Q: 3 clusters Score -166182.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -166189.687500 Penalty: 3584.920654
	Iteration 24Q: 3 clusters Score -166189.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -166194.640625 Penalty: 3584.920654
	Iteration 25Q: 3 clusters Score -166194.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -166199.125000 Penalty: 3584.920654
	Iteration 26Q: 3 clusters Score -166199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -166201.046875 Penalty: 3584.920654
	Iteration 27Q: 3 clusters Score -166201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -166201.718750 Penalty: 3584.920654
	Iteration 28Q: 3 clusters Score -166201.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -166202.281250 Penalty: 3584.920654
	Iteration 29Q: 3 clusters Score -166202.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -166202.281250 Penalty: 3584.920654
	Iteration 30F: 3 clusters Score -166202.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (167749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167749 members 
Entering Unmasked Estep 
Score: -22335368.000000 Penalty: 2983.495605
	Iteration 0F: 2 clusters Score -2.233537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84340 members 
Mstep: Class 2 contains 83409 members 
Entering Unmasked Estep 
Score: -22225276.000000 Penalty: 5966.991211
	Iteration 0F: 3 clusters Score -2.222528e+07 nChanged 80275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88733 members 
Mstep: Class 2 contains 79016 members 
Entering Unmasked Estep 
Score: -22271072.000000 Penalty: 5966.991211
	Iteration 1F: 3 clusters Score -2.227107e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91553 members 
Mstep: Class 2 contains 76196 members 
Entering Unmasked Estep 
Score: -22272556.000000 Penalty: 5966.991211
	Iteration 2Q: 3 clusters Score -2.227256e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95889 members 
Mstep: Class 2 contains 71860 members 
Entering Unmasked Estep 
Score: -22274850.000000 Penalty: 5966.991211
	Iteration 3Q: 3 clusters Score -2.227485e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102344 members 
Mstep: Class 2 contains 65405 members 
Entering Unmasked Estep 
Score: -22278812.000000 Penalty: 5966.991211
	Iteration 4Q: 3 clusters Score -2.227881e+07 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111457 members 
Mstep: Class 2 contains 56292 members 
Entering Unmasked Estep 
Score: -22285704.000000 Penalty: 5966.991211
	Iteration 5F: 3 clusters Score -2.22857e+07 nChanged 12011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123194 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -22295844.000000 Penalty: 5966.991211
	Iteration 6F: 3 clusters Score -2.229584e+07 nChanged 12741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135807 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -22307456.000000 Penalty: 5966.991211
	Iteration 7F: 3 clusters Score -2.230746e+07 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147073 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -22317764.000000 Penalty: 5966.991211
	Iteration 8F: 3 clusters Score -2.231776e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155274 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -22324954.000000 Penalty: 5966.991211
	Iteration 9Q: 3 clusters Score -2.232495e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160337 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -22328918.000000 Penalty: 5966.991211
	Iteration 10Q: 3 clusters Score -2.232892e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163159 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -22330864.000000 Penalty: 5966.991211
	Iteration 11Q: 3 clusters Score -2.233086e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164660 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -22331776.000000 Penalty: 5966.991211
	Iteration 12Q: 3 clusters Score -2.233178e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165486 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -22332298.000000 Penalty: 5966.991211
	Iteration 13Q: 3 clusters Score -2.23323e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165909 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -22332530.000000 Penalty: 5966.991211
	Iteration 14Q: 3 clusters Score -2.233253e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166175 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -22332672.000000 Penalty: 5966.991211
	Iteration 15Q: 3 clusters Score -2.233267e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166338 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -22332768.000000 Penalty: 5966.991211
	Iteration 16Q: 3 clusters Score -2.233277e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166452 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -22332860.000000 Penalty: 5966.991211
	Iteration 17Q: 3 clusters Score -2.233286e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166544 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -22332902.000000 Penalty: 5966.991211
	Iteration 18Q: 3 clusters Score -2.23329e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166619 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -22332952.000000 Penalty: 5966.991211
	Iteration 19Q: 3 clusters Score -2.233295e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166663 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -22332946.000000 Penalty: 5966.991211
	Iteration 20F: 3 clusters Score -2.233295e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166691 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -22333000.000000 Penalty: 5966.991211
	Iteration 21Q: 3 clusters Score -2.2333e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166723 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -22333036.000000 Penalty: 5966.991211
	Iteration 22Q: 3 clusters Score -2.233304e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166741 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -22333050.000000 Penalty: 5966.991211
	Iteration 23Q: 3 clusters Score -2.233305e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166755 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -22333070.000000 Penalty: 5966.991211
	Iteration 24Q: 3 clusters Score -2.233307e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166767 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -22333096.000000 Penalty: 5966.991211
	Iteration 25Q: 3 clusters Score -2.23331e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166780 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -22333122.000000 Penalty: 5966.991211
	Iteration 26Q: 3 clusters Score -2.233312e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166797 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -22333140.000000 Penalty: 5966.991211
	Iteration 27Q: 3 clusters Score -2.233314e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166812 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -22333142.000000 Penalty: 5966.991211
	Iteration 28Q: 3 clusters Score -2.233314e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166821 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -22333146.000000 Penalty: 5966.991211
	Iteration 29Q: 3 clusters Score -2.233315e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166832 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -22333160.000000 Penalty: 5966.991211
	Iteration 30Q: 3 clusters Score -2.233316e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166837 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -22333160.000000 Penalty: 5966.991211
	Iteration 31Q: 3 clusters Score -2.233316e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166846 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -22333148.000000 Penalty: 5966.991211
	Iteration 32Q: 3 clusters Score -2.233315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166848 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -22333144.000000 Penalty: 5966.991211
	Iteration 33Q: 3 clusters Score -2.233314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166847 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -22333132.000000 Penalty: 5966.991211
	Iteration 34Q: 3 clusters Score -2.233313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166847 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -22333138.000000 Penalty: 5966.991211
	Iteration 35Q: 3 clusters Score -2.233314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166846 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -22333138.000000 Penalty: 5966.991211
	Iteration 36Q: 3 clusters Score -2.233314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166848 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -22333150.000000 Penalty: 5966.991211
	Iteration 37Q: 3 clusters Score -2.233315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166850 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -22333148.000000 Penalty: 5966.991211
	Iteration 38Q: 3 clusters Score -2.233315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166852 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -22333154.000000 Penalty: 5966.991211
	Iteration 39Q: 3 clusters Score -2.233315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166856 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -22333148.000000 Penalty: 5966.991211
	Iteration 40F: 3 clusters Score -2.233315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166858 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -22333142.000000 Penalty: 5966.991211
	Iteration 41Q: 3 clusters Score -2.233314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166861 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -22333160.000000 Penalty: 5966.991211
	Iteration 42Q: 3 clusters Score -2.233316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166865 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -22333144.000000 Penalty: 5966.991211
	Iteration 43Q: 3 clusters Score -2.233314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166866 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -22333158.000000 Penalty: 5966.991211
	Iteration 44Q: 3 clusters Score -2.233316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166865 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -22333162.000000 Penalty: 5966.991211
	Iteration 45Q: 3 clusters Score -2.233316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166865 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -22333162.000000 Penalty: 5966.991211
	Iteration 46Q: 3 clusters Score -2.233316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166867 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -22333154.000000 Penalty: 5966.991211
	Iteration 47Q: 3 clusters Score -2.233315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166870 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -22333160.000000 Penalty: 5966.991211
	Iteration 48Q: 3 clusters Score -2.233316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166869 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -22333152.000000 Penalty: 5966.991211
	Iteration 49Q: 3 clusters Score -2.233315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166871 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -22333160.000000 Penalty: 5966.991211
	Iteration 50Q: 3 clusters Score -2.233316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166873 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -22333178.000000 Penalty: 5966.991211
	Iteration 51Q: 3 clusters Score -2.233318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166872 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -22333166.000000 Penalty: 5966.991211
	Iteration 52Q: 3 clusters Score -2.233317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166872 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -22333166.000000 Penalty: 5966.991211
	Iteration 53F: 3 clusters Score -2.233317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (158594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158594 members 
Entering Unmasked Estep 
Score: -21036224.000000 Penalty: 2969.577637
	Iteration 0F: 2 clusters Score -2.103622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 79275 members 
Entering Unmasked Estep 
Score: -20930658.000000 Penalty: 5939.155273
	Iteration 0F: 3 clusters Score -2.093066e+07 nChanged 76113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80370 members 
Mstep: Class 2 contains 78224 members 
Entering Unmasked Estep 
Score: -20974156.000000 Penalty: 5939.155273
	Iteration 1F: 3 clusters Score -2.097416e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80998 members 
Mstep: Class 2 contains 77596 members 
Entering Unmasked Estep 
Score: -20975090.000000 Penalty: 5939.155273
	Iteration 2Q: 3 clusters Score -2.097509e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81973 members 
Mstep: Class 2 contains 76621 members 
Entering Unmasked Estep 
Score: -20976114.000000 Penalty: 5939.155273
	Iteration 3Q: 3 clusters Score -2.097611e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83451 members 
Mstep: Class 2 contains 75143 members 
Entering Unmasked Estep 
Score: -20977210.000000 Penalty: 5939.155273
	Iteration 4Q: 3 clusters Score -2.097721e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85633 members 
Mstep: Class 2 contains 72961 members 
Entering Unmasked Estep 
Score: -20978456.000000 Penalty: 5939.155273
	Iteration 5Q: 3 clusters Score -2.097846e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88867 members 
Mstep: Class 2 contains 69727 members 
Entering Unmasked Estep 
Score: -20979948.000000 Penalty: 5939.155273
	Iteration 6Q: 3 clusters Score -2.097995e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93492 members 
Mstep: Class 2 contains 65102 members 
Entering Unmasked Estep 
Score: -20982088.000000 Penalty: 5939.155273
	Iteration 7Q: 3 clusters Score -2.098209e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99982 members 
Mstep: Class 2 contains 58612 members 
Entering Unmasked Estep 
Score: -20985248.000000 Penalty: 5939.155273
	Iteration 8Q: 3 clusters Score -2.098525e+07 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108653 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -20990550.000000 Penalty: 5939.155273
	Iteration 9F: 3 clusters Score -2.099055e+07 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119363 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -20997886.000000 Penalty: 5939.155273
	Iteration 10F: 3 clusters Score -2.099789e+07 nChanged 11862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131181 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -21007650.000000 Penalty: 5939.155273
	Iteration 11F: 3 clusters Score -2.100765e+07 nChanged 11269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142440 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -21018356.000000 Penalty: 5939.155273
	Iteration 12F: 3 clusters Score -2.101836e+07 nChanged 8540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150978 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -21027108.000000 Penalty: 5939.155273
	Iteration 13F: 3 clusters Score -2.102711e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155976 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -21031706.000000 Penalty: 5939.155273
	Iteration 14Q: 3 clusters Score -2.103171e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157766 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -21033176.000000 Penalty: 5939.155273
	Iteration 15Q: 3 clusters Score -2.103318e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158222 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -21033426.000000 Penalty: 5939.155273
	Iteration 16Q: 3 clusters Score -2.103343e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158327 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -21033538.000000 Penalty: 5939.155273
	Iteration 17Q: 3 clusters Score -2.103354e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158364 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21033604.000000 Penalty: 5939.155273
	Iteration 18Q: 3 clusters Score -2.10336e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158385 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21033644.000000 Penalty: 5939.155273
	Iteration 19Q: 3 clusters Score -2.103364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158391 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21033656.000000 Penalty: 5939.155273
	Iteration 20F: 3 clusters Score -2.103366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158400 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -21033662.000000 Penalty: 5939.155273
	Iteration 21Q: 3 clusters Score -2.103366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158411 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21033694.000000 Penalty: 5939.155273
	Iteration 22Q: 3 clusters Score -2.103369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158415 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21033688.000000 Penalty: 5939.155273
	Iteration 23Q: 3 clusters Score -2.103369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158420 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21033700.000000 Penalty: 5939.155273
	Iteration 24Q: 3 clusters Score -2.10337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158422 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21033698.000000 Penalty: 5939.155273
	Iteration 25Q: 3 clusters Score -2.10337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158422 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21033698.000000 Penalty: 5939.155273
	Iteration 26F: 3 clusters Score -2.10337e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (160023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160023 members 
Entering Unmasked Estep 
Score: -21420026.000000 Penalty: 2971.802246
	Iteration 0F: 2 clusters Score -2.142003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79878 members 
Mstep: Class 2 contains 80145 members 
Entering Unmasked Estep 
Score: -21314960.000000 Penalty: 5943.604492
	Iteration 0F: 3 clusters Score -2.131496e+07 nChanged 76759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78747 members 
Mstep: Class 2 contains 81276 members 
Entering Unmasked Estep 
Score: -21360368.000000 Penalty: 5943.604492
	Iteration 1F: 3 clusters Score -2.136037e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77813 members 
Mstep: Class 2 contains 82210 members 
Entering Unmasked Estep 
Score: -21362056.000000 Penalty: 5943.604492
	Iteration 2Q: 3 clusters Score -2.136206e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76174 members 
Mstep: Class 2 contains 83849 members 
Entering Unmasked Estep 
Score: -21364394.000000 Penalty: 5943.604492
	Iteration 3Q: 3 clusters Score -2.136439e+07 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 86722 members 
Entering Unmasked Estep 
Score: -21367772.000000 Penalty: 5943.604492
	Iteration 4Q: 3 clusters Score -2.136777e+07 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68777 members 
Mstep: Class 2 contains 91246 members 
Entering Unmasked Estep 
Score: -21372704.000000 Penalty: 5943.604492
	Iteration 5F: 3 clusters Score -2.13727e+07 nChanged 10703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62398 members 
Mstep: Class 2 contains 97625 members 
Entering Unmasked Estep 
Score: -21380478.000000 Penalty: 5943.604492
	Iteration 6F: 3 clusters Score -2.138048e+07 nChanged 12159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 104994 members 
Entering Unmasked Estep 
Score: -21390480.000000 Penalty: 5943.604492
	Iteration 7F: 3 clusters Score -2.139048e+07 nChanged 11302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 111184 members 
Entering Unmasked Estep 
Score: -21399832.000000 Penalty: 5943.604492
	Iteration 8F: 3 clusters Score -2.139983e+07 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 115307 members 
Entering Unmasked Estep 
Score: -21404456.000000 Penalty: 5943.604492
	Iteration 9F: 3 clusters Score -2.140446e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 118389 members 
Entering Unmasked Estep 
Score: -21406496.000000 Penalty: 5943.604492
	Iteration 10Q: 3 clusters Score -2.14065e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 121107 members 
Entering Unmasked Estep 
Score: -21408014.000000 Penalty: 5943.604492
	Iteration 11Q: 3 clusters Score -2.140801e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 123564 members 
Entering Unmasked Estep 
Score: -21409104.000000 Penalty: 5943.604492
	Iteration 12Q: 3 clusters Score -2.14091e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 125779 members 
Entering Unmasked Estep 
Score: -21410042.000000 Penalty: 5943.604492
	Iteration 13Q: 3 clusters Score -2.141004e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 127832 members 
Entering Unmasked Estep 
Score: -21410956.000000 Penalty: 5943.604492
	Iteration 14Q: 3 clusters Score -2.141096e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 129715 members 
Entering Unmasked Estep 
Score: -21411620.000000 Penalty: 5943.604492
	Iteration 15Q: 3 clusters Score -2.141162e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 131456 members 
Entering Unmasked Estep 
Score: -21412236.000000 Penalty: 5943.604492
	Iteration 16Q: 3 clusters Score -2.141224e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 133122 members 
Entering Unmasked Estep 
Score: -21412704.000000 Penalty: 5943.604492
	Iteration 17Q: 3 clusters Score -2.14127e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 134733 members 
Entering Unmasked Estep 
Score: -21413196.000000 Penalty: 5943.604492
	Iteration 18Q: 3 clusters Score -2.14132e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 136195 members 
Entering Unmasked Estep 
Score: -21413584.000000 Penalty: 5943.604492
	Iteration 19Q: 3 clusters Score -2.141358e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 137580 members 
Entering Unmasked Estep 
Score: -21413974.000000 Penalty: 5943.604492
	Iteration 20F: 3 clusters Score -2.141397e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 138919 members 
Entering Unmasked Estep 
Score: -21414364.000000 Penalty: 5943.604492
	Iteration 21Q: 3 clusters Score -2.141436e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 140186 members 
Entering Unmasked Estep 
Score: -21414624.000000 Penalty: 5943.604492
	Iteration 22Q: 3 clusters Score -2.141462e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 141339 members 
Entering Unmasked Estep 
Score: -21414980.000000 Penalty: 5943.604492
	Iteration 23Q: 3 clusters Score -2.141498e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 142481 members 
Entering Unmasked Estep 
Score: -21415444.000000 Penalty: 5943.604492
	Iteration 24Q: 3 clusters Score -2.141544e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 143610 members 
Entering Unmasked Estep 
Score: -21415816.000000 Penalty: 5943.604492
	Iteration 25Q: 3 clusters Score -2.141582e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 144651 members 
Entering Unmasked Estep 
Score: -21416136.000000 Penalty: 5943.604492
	Iteration 26Q: 3 clusters Score -2.141614e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 145700 members 
Entering Unmasked Estep 
Score: -21416520.000000 Penalty: 5943.604492
	Iteration 27Q: 3 clusters Score -2.141652e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 146664 members 
Entering Unmasked Estep 
Score: -21416880.000000 Penalty: 5943.604492
	Iteration 28Q: 3 clusters Score -2.141688e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 147591 members 
Entering Unmasked Estep 
Score: -21417162.000000 Penalty: 5943.604492
	Iteration 29Q: 3 clusters Score -2.141716e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 148455 members 
Entering Unmasked Estep 
Score: -21417462.000000 Penalty: 5943.604492
	Iteration 30Q: 3 clusters Score -2.141746e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 149290 members 
Entering Unmasked Estep 
Score: -21417632.000000 Penalty: 5943.604492
	Iteration 31Q: 3 clusters Score -2.141763e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 150086 members 
Entering Unmasked Estep 
Score: -21417794.000000 Penalty: 5943.604492
	Iteration 32Q: 3 clusters Score -2.141779e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 150775 members 
Entering Unmasked Estep 
Score: -21417964.000000 Penalty: 5943.604492
	Iteration 33Q: 3 clusters Score -2.141796e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 151423 members 
Entering Unmasked Estep 
Score: -21418084.000000 Penalty: 5943.604492
	Iteration 34Q: 3 clusters Score -2.141808e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 152021 members 
Entering Unmasked Estep 
Score: -21418142.000000 Penalty: 5943.604492
	Iteration 35Q: 3 clusters Score -2.141814e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 152572 members 
Entering Unmasked Estep 
Score: -21418228.000000 Penalty: 5943.604492
	Iteration 36Q: 3 clusters Score -2.141823e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 153086 members 
Entering Unmasked Estep 
Score: -21418424.000000 Penalty: 5943.604492
	Iteration 37Q: 3 clusters Score -2.141842e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 153560 members 
Entering Unmasked Estep 
Score: -21418440.000000 Penalty: 5943.604492
	Iteration 38Q: 3 clusters Score -2.141844e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 153979 members 
Entering Unmasked Estep 
Score: -21418508.000000 Penalty: 5943.604492
	Iteration 39Q: 3 clusters Score -2.141851e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 154345 members 
Entering Unmasked Estep 
Score: -21418548.000000 Penalty: 5943.604492
	Iteration 40F: 3 clusters Score -2.141855e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 154699 members 
Entering Unmasked Estep 
Score: -21418612.000000 Penalty: 5943.604492
	Iteration 41Q: 3 clusters Score -2.141861e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 155003 members 
Entering Unmasked Estep 
Score: -21418624.000000 Penalty: 5943.604492
	Iteration 42Q: 3 clusters Score -2.141862e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 155291 members 
Entering Unmasked Estep 
Score: -21418604.000000 Penalty: 5943.604492
	Iteration 43Q: 3 clusters Score -2.14186e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 155554 members 
Entering Unmasked Estep 
Score: -21418654.000000 Penalty: 5943.604492
	Iteration 44Q: 3 clusters Score -2.141865e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 155789 members 
Entering Unmasked Estep 
Score: -21418642.000000 Penalty: 5943.604492
	Iteration 45Q: 3 clusters Score -2.141864e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 155990 members 
Entering Unmasked Estep 
Score: -21418620.000000 Penalty: 5943.604492
	Iteration 46Q: 3 clusters Score -2.141862e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 156173 members 
Entering Unmasked Estep 
Score: -21418630.000000 Penalty: 5943.604492
	Iteration 47Q: 3 clusters Score -2.141863e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 156325 members 
Entering Unmasked Estep 
Score: -21418650.000000 Penalty: 5943.604492
	Iteration 48Q: 3 clusters Score -2.141865e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 156456 members 
Entering Unmasked Estep 
Score: -21418674.000000 Penalty: 5943.604492
	Iteration 49Q: 3 clusters Score -2.141867e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 156569 members 
Entering Unmasked Estep 
Score: -21418634.000000 Penalty: 5943.604492
	Iteration 50Q: 3 clusters Score -2.141863e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 156667 members 
Entering Unmasked Estep 
Score: -21418604.000000 Penalty: 5943.604492
	Iteration 51Q: 3 clusters Score -2.14186e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 156751 members 
Entering Unmasked Estep 
Score: -21418598.000000 Penalty: 5943.604492
	Iteration 52Q: 3 clusters Score -2.14186e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 156827 members 
Entering Unmasked Estep 
Score: -21418590.000000 Penalty: 5943.604492
	Iteration 53Q: 3 clusters Score -2.141859e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 156896 members 
Entering Unmasked Estep 
Score: -21418604.000000 Penalty: 5943.604492
	Iteration 54Q: 3 clusters Score -2.14186e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 156961 members 
Entering Unmasked Estep 
Score: -21418590.000000 Penalty: 5943.604492
	Iteration 55Q: 3 clusters Score -2.141859e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 157014 members 
Entering Unmasked Estep 
Score: -21418576.000000 Penalty: 5943.604492
	Iteration 56Q: 3 clusters Score -2.141858e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 157067 members 
Entering Unmasked Estep 
Score: -21418602.000000 Penalty: 5943.604492
	Iteration 57Q: 3 clusters Score -2.14186e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 157117 members 
Entering Unmasked Estep 
Score: -21418622.000000 Penalty: 5943.604492
	Iteration 58Q: 3 clusters Score -2.141862e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 157155 members 
Entering Unmasked Estep 
Score: -21418628.000000 Penalty: 5943.604492
	Iteration 59Q: 3 clusters Score -2.141863e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 157187 members 
Entering Unmasked Estep 
Score: -21418626.000000 Penalty: 5943.604492
	Iteration 60F: 3 clusters Score -2.141863e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 157212 members 
Entering Unmasked Estep 
Score: -21418616.000000 Penalty: 5943.604492
	Iteration 61Q: 3 clusters Score -2.141862e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 157235 members 
Entering Unmasked Estep 
Score: -21418626.000000 Penalty: 5943.604492
	Iteration 62Q: 3 clusters Score -2.141863e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 157262 members 
Entering Unmasked Estep 
Score: -21418626.000000 Penalty: 5943.604492
	Iteration 63Q: 3 clusters Score -2.141863e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 157287 members 
Entering Unmasked Estep 
Score: -21418620.000000 Penalty: 5943.604492
	Iteration 64Q: 3 clusters Score -2.141862e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 157309 members 
Entering Unmasked Estep 
Score: -21418610.000000 Penalty: 5943.604492
	Iteration 65Q: 3 clusters Score -2.141861e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 157325 members 
Entering Unmasked Estep 
Score: -21418602.000000 Penalty: 5943.604492
	Iteration 66Q: 3 clusters Score -2.14186e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 157341 members 
Entering Unmasked Estep 
Score: -21418594.000000 Penalty: 5943.604492
	Iteration 67Q: 3 clusters Score -2.141859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 157355 members 
Entering Unmasked Estep 
Score: -21418568.000000 Penalty: 5943.604492
	Iteration 68Q: 3 clusters Score -2.141857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 157367 members 
Entering Unmasked Estep 
Score: -21418558.000000 Penalty: 5943.604492
	Iteration 69Q: 3 clusters Score -2.141856e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 157378 members 
Entering Unmasked Estep 
Score: -21418544.000000 Penalty: 5943.604492
	Iteration 70Q: 3 clusters Score -2.141854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 157395 members 
Entering Unmasked Estep 
Score: -21418542.000000 Penalty: 5943.604492
	Iteration 71Q: 3 clusters Score -2.141854e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 157413 members 
Entering Unmasked Estep 
Score: -21418530.000000 Penalty: 5943.604492
	Iteration 72Q: 3 clusters Score -2.141853e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 157424 members 
Entering Unmasked Estep 
Score: -21418558.000000 Penalty: 5943.604492
	Iteration 73Q: 3 clusters Score -2.141856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 157438 members 
Entering Unmasked Estep 
Score: -21418554.000000 Penalty: 5943.604492
	Iteration 74Q: 3 clusters Score -2.141855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 157448 members 
Entering Unmasked Estep 
Score: -21418550.000000 Penalty: 5943.604492
	Iteration 75Q: 3 clusters Score -2.141855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 157458 members 
Entering Unmasked Estep 
Score: -21418550.000000 Penalty: 5943.604492
	Iteration 76Q: 3 clusters Score -2.141855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 157471 members 
Entering Unmasked Estep 
Score: -21418524.000000 Penalty: 5943.604492
	Iteration 77Q: 3 clusters Score -2.141852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 157480 members 
Entering Unmasked Estep 
Score: -21418526.000000 Penalty: 5943.604492
	Iteration 78Q: 3 clusters Score -2.141853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 157484 members 
Entering Unmasked Estep 
Score: -21418530.000000 Penalty: 5943.604492
	Iteration 79Q: 3 clusters Score -2.141853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 157486 members 
Entering Unmasked Estep 
Score: -21418524.000000 Penalty: 5943.604492
	Iteration 80F: 3 clusters Score -2.141852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 157490 members 
Entering Unmasked Estep 
Score: -21418522.000000 Penalty: 5943.604492
	Iteration 81Q: 3 clusters Score -2.141852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 157495 members 
Entering Unmasked Estep 
Score: -21418532.000000 Penalty: 5943.604492
	Iteration 82Q: 3 clusters Score -2.141853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 157499 members 
Entering Unmasked Estep 
Score: -21418524.000000 Penalty: 5943.604492
	Iteration 83Q: 3 clusters Score -2.141852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 157503 members 
Entering Unmasked Estep 
Score: -21418520.000000 Penalty: 5943.604492
	Iteration 84Q: 3 clusters Score -2.141852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 157505 members 
Entering Unmasked Estep 
Score: -21418528.000000 Penalty: 5943.604492
	Iteration 85Q: 3 clusters Score -2.141853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 157507 members 
Entering Unmasked Estep 
Score: -21418532.000000 Penalty: 5943.604492
	Iteration 86Q: 3 clusters Score -2.141853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 157510 members 
Entering Unmasked Estep 
Score: -21418530.000000 Penalty: 5943.604492
	Iteration 87Q: 3 clusters Score -2.141853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 157512 members 
Entering Unmasked Estep 
Score: -21418522.000000 Penalty: 5943.604492
	Iteration 88Q: 3 clusters Score -2.141852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 157513 members 
Entering Unmasked Estep 
Score: -21418530.000000 Penalty: 5943.604492
	Iteration 89Q: 3 clusters Score -2.141853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 157514 members 
Entering Unmasked Estep 
Score: -21418514.000000 Penalty: 5943.604492
	Iteration 90Q: 3 clusters Score -2.141851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 157514 members 
Entering Unmasked Estep 
Score: -21418514.000000 Penalty: 5943.604492
	Iteration 91F: 3 clusters Score -2.141851e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (161034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161034 members 
Entering Unmasked Estep 
Score: -21319256.000000 Penalty: 2973.363770
	Iteration 0F: 2 clusters Score -2.131926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80492 members 
Mstep: Class 2 contains 80542 members 
Entering Unmasked Estep 
Score: -21214282.000000 Penalty: 5946.727539
	Iteration 0F: 3 clusters Score -2.121428e+07 nChanged 77253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80575 members 
Mstep: Class 2 contains 80459 members 
Entering Unmasked Estep 
Score: -21259510.000000 Penalty: 5946.727539
	Iteration 1F: 3 clusters Score -2.125951e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80770 members 
Mstep: Class 2 contains 80264 members 
Entering Unmasked Estep 
Score: -21260916.000000 Penalty: 5946.727539
	Iteration 2Q: 3 clusters Score -2.126092e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81407 members 
Mstep: Class 2 contains 79627 members 
Entering Unmasked Estep 
Score: -21263150.000000 Penalty: 5946.727539
	Iteration 3Q: 3 clusters Score -2.126315e+07 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82547 members 
Mstep: Class 2 contains 78487 members 
Entering Unmasked Estep 
Score: -21266516.000000 Penalty: 5946.727539
	Iteration 4Q: 3 clusters Score -2.126652e+07 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84332 members 
Mstep: Class 2 contains 76702 members 
Entering Unmasked Estep 
Score: -21272458.000000 Penalty: 5946.727539
	Iteration 5F: 3 clusters Score -2.127246e+07 nChanged 11203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86811 members 
Mstep: Class 2 contains 74223 members 
Entering Unmasked Estep 
Score: -21280892.000000 Penalty: 5946.727539
	Iteration 6F: 3 clusters Score -2.128089e+07 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89450 members 
Mstep: Class 2 contains 71584 members 
Entering Unmasked Estep 
Score: -21290520.000000 Penalty: 5946.727539
	Iteration 7F: 3 clusters Score -2.129052e+07 nChanged 10882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91232 members 
Mstep: Class 2 contains 69802 members 
Entering Unmasked Estep 
Score: -21297906.000000 Penalty: 5946.727539
	Iteration 8F: 3 clusters Score -2.129791e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92017 members 
Mstep: Class 2 contains 69017 members 
Entering Unmasked Estep 
Score: -21300844.000000 Penalty: 5946.727539
	Iteration 9Q: 3 clusters Score -2.130084e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92446 members 
Mstep: Class 2 contains 68588 members 
Entering Unmasked Estep 
Score: -21301646.000000 Penalty: 5946.727539
	Iteration 10Q: 3 clusters Score -2.130165e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92790 members 
Mstep: Class 2 contains 68244 members 
Entering Unmasked Estep 
Score: -21301958.000000 Penalty: 5946.727539
	Iteration 11Q: 3 clusters Score -2.130196e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93108 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -21302182.000000 Penalty: 5946.727539
	Iteration 12Q: 3 clusters Score -2.130218e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93442 members 
Mstep: Class 2 contains 67592 members 
Entering Unmasked Estep 
Score: -21302348.000000 Penalty: 5946.727539
	Iteration 13Q: 3 clusters Score -2.130235e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93911 members 
Mstep: Class 2 contains 67123 members 
Entering Unmasked Estep 
Score: -21302494.000000 Penalty: 5946.727539
	Iteration 14Q: 3 clusters Score -2.130249e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94392 members 
Mstep: Class 2 contains 66642 members 
Entering Unmasked Estep 
Score: -21302614.000000 Penalty: 5946.727539
	Iteration 15Q: 3 clusters Score -2.130261e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94869 members 
Mstep: Class 2 contains 66165 members 
Entering Unmasked Estep 
Score: -21302680.000000 Penalty: 5946.727539
	Iteration 16Q: 3 clusters Score -2.130268e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95366 members 
Mstep: Class 2 contains 65668 members 
Entering Unmasked Estep 
Score: -21302742.000000 Penalty: 5946.727539
	Iteration 17Q: 3 clusters Score -2.130274e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95866 members 
Mstep: Class 2 contains 65168 members 
Entering Unmasked Estep 
Score: -21302850.000000 Penalty: 5946.727539
	Iteration 18Q: 3 clusters Score -2.130285e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96412 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -21302934.000000 Penalty: 5946.727539
	Iteration 19Q: 3 clusters Score -2.130293e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96982 members 
Mstep: Class 2 contains 64052 members 
Entering Unmasked Estep 
Score: -21302986.000000 Penalty: 5946.727539
	Iteration 20F: 3 clusters Score -2.130299e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97594 members 
Mstep: Class 2 contains 63440 members 
Entering Unmasked Estep 
Score: -21303008.000000 Penalty: 5946.727539
	Iteration 21Q: 3 clusters Score -2.130301e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98194 members 
Mstep: Class 2 contains 62840 members 
Entering Unmasked Estep 
Score: -21303006.000000 Penalty: 5946.727539
	Iteration 22Q: 3 clusters Score -2.130301e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98791 members 
Mstep: Class 2 contains 62243 members 
Entering Unmasked Estep 
Score: -21303070.000000 Penalty: 5946.727539
	Iteration 23Q: 3 clusters Score -2.130307e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99400 members 
Mstep: Class 2 contains 61634 members 
Entering Unmasked Estep 
Score: -21303080.000000 Penalty: 5946.727539
	Iteration 24Q: 3 clusters Score -2.130308e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100043 members 
Mstep: Class 2 contains 60991 members 
Entering Unmasked Estep 
Score: -21303050.000000 Penalty: 5946.727539
	Iteration 25Q: 3 clusters Score -2.130305e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100690 members 
Mstep: Class 2 contains 60344 members 
Entering Unmasked Estep 
Score: -21303190.000000 Penalty: 5946.727539
	Iteration 26Q: 3 clusters Score -2.130319e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101364 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -21303264.000000 Penalty: 5946.727539
	Iteration 27Q: 3 clusters Score -2.130326e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102070 members 
Mstep: Class 2 contains 58964 members 
Entering Unmasked Estep 
Score: -21303302.000000 Penalty: 5946.727539
	Iteration 28Q: 3 clusters Score -2.13033e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102825 members 
Mstep: Class 2 contains 58209 members 
Entering Unmasked Estep 
Score: -21303402.000000 Penalty: 5946.727539
	Iteration 29Q: 3 clusters Score -2.13034e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103626 members 
Mstep: Class 2 contains 57408 members 
Entering Unmasked Estep 
Score: -21303452.000000 Penalty: 5946.727539
	Iteration 30Q: 3 clusters Score -2.130345e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104440 members 
Mstep: Class 2 contains 56594 members 
Entering Unmasked Estep 
Score: -21303494.000000 Penalty: 5946.727539
	Iteration 31Q: 3 clusters Score -2.130349e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105290 members 
Mstep: Class 2 contains 55744 members 
Entering Unmasked Estep 
Score: -21303544.000000 Penalty: 5946.727539
	Iteration 32Q: 3 clusters Score -2.130354e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106140 members 
Mstep: Class 2 contains 54894 members 
Entering Unmasked Estep 
Score: -21303718.000000 Penalty: 5946.727539
	Iteration 33Q: 3 clusters Score -2.130372e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106992 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -21303962.000000 Penalty: 5946.727539
	Iteration 34Q: 3 clusters Score -2.130396e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107827 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -21304018.000000 Penalty: 5946.727539
	Iteration 35Q: 3 clusters Score -2.130402e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108696 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -21304122.000000 Penalty: 5946.727539
	Iteration 36Q: 3 clusters Score -2.130412e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109617 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -21304276.000000 Penalty: 5946.727539
	Iteration 37Q: 3 clusters Score -2.130428e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110647 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -21304452.000000 Penalty: 5946.727539
	Iteration 38Q: 3 clusters Score -2.130445e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111638 members 
Mstep: Class 2 contains 49396 members 
Entering Unmasked Estep 
Score: -21304668.000000 Penalty: 5946.727539
	Iteration 39Q: 3 clusters Score -2.130467e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112707 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -21304738.000000 Penalty: 5946.727539
	Iteration 40F: 3 clusters Score -2.130474e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113840 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -21304984.000000 Penalty: 5946.727539
	Iteration 41Q: 3 clusters Score -2.130498e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115010 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -21305322.000000 Penalty: 5946.727539
	Iteration 42Q: 3 clusters Score -2.130532e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116185 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -21305480.000000 Penalty: 5946.727539
	Iteration 43Q: 3 clusters Score -2.130548e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117421 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -21305824.000000 Penalty: 5946.727539
	Iteration 44Q: 3 clusters Score -2.130582e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118658 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -21306074.000000 Penalty: 5946.727539
	Iteration 45Q: 3 clusters Score -2.130607e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119902 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -21306320.000000 Penalty: 5946.727539
	Iteration 46Q: 3 clusters Score -2.130632e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121187 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -21306614.000000 Penalty: 5946.727539
	Iteration 47Q: 3 clusters Score -2.130661e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122476 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -21306958.000000 Penalty: 5946.727539
	Iteration 48Q: 3 clusters Score -2.130696e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123737 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -21307320.000000 Penalty: 5946.727539
	Iteration 49Q: 3 clusters Score -2.130732e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125025 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -21307752.000000 Penalty: 5946.727539
	Iteration 50Q: 3 clusters Score -2.130775e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126324 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -21308278.000000 Penalty: 5946.727539
	Iteration 51Q: 3 clusters Score -2.130828e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127575 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -21308776.000000 Penalty: 5946.727539
	Iteration 52Q: 3 clusters Score -2.130878e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128802 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -21309312.000000 Penalty: 5946.727539
	Iteration 53Q: 3 clusters Score -2.130931e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129982 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -21309846.000000 Penalty: 5946.727539
	Iteration 54Q: 3 clusters Score -2.130985e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131134 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -21310512.000000 Penalty: 5946.727539
	Iteration 55Q: 3 clusters Score -2.131051e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132241 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -21311244.000000 Penalty: 5946.727539
	Iteration 56Q: 3 clusters Score -2.131124e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133235 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -21311792.000000 Penalty: 5946.727539
	Iteration 57Q: 3 clusters Score -2.131179e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134132 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -21312214.000000 Penalty: 5946.727539
	Iteration 58Q: 3 clusters Score -2.131221e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134900 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -21312578.000000 Penalty: 5946.727539
	Iteration 59Q: 3 clusters Score -2.131258e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135573 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -21312932.000000 Penalty: 5946.727539
	Iteration 60F: 3 clusters Score -2.131293e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136227 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -21313190.000000 Penalty: 5946.727539
	Iteration 61Q: 3 clusters Score -2.131319e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136886 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -21313282.000000 Penalty: 5946.727539
	Iteration 62Q: 3 clusters Score -2.131328e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137477 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -21313468.000000 Penalty: 5946.727539
	Iteration 63Q: 3 clusters Score -2.131347e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138037 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -21313664.000000 Penalty: 5946.727539
	Iteration 64Q: 3 clusters Score -2.131366e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138553 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -21313698.000000 Penalty: 5946.727539
	Iteration 65Q: 3 clusters Score -2.13137e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139073 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -21313782.000000 Penalty: 5946.727539
	Iteration 66Q: 3 clusters Score -2.131378e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139588 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -21313936.000000 Penalty: 5946.727539
	Iteration 67Q: 3 clusters Score -2.131394e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140097 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -21313960.000000 Penalty: 5946.727539
	Iteration 68Q: 3 clusters Score -2.131396e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140584 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -21314014.000000 Penalty: 5946.727539
	Iteration 69Q: 3 clusters Score -2.131401e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141066 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -21314144.000000 Penalty: 5946.727539
	Iteration 70Q: 3 clusters Score -2.131414e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141522 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -21314132.000000 Penalty: 5946.727539
	Iteration 71Q: 3 clusters Score -2.131413e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141981 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -21314206.000000 Penalty: 5946.727539
	Iteration 72Q: 3 clusters Score -2.131421e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142422 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -21314284.000000 Penalty: 5946.727539
	Iteration 73Q: 3 clusters Score -2.131428e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142865 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -21314464.000000 Penalty: 5946.727539
	Iteration 74Q: 3 clusters Score -2.131446e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143297 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -21314534.000000 Penalty: 5946.727539
	Iteration 75Q: 3 clusters Score -2.131453e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143701 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -21314642.000000 Penalty: 5946.727539
	Iteration 76Q: 3 clusters Score -2.131464e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144120 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -21314714.000000 Penalty: 5946.727539
	Iteration 77Q: 3 clusters Score -2.131471e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144561 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -21314766.000000 Penalty: 5946.727539
	Iteration 78Q: 3 clusters Score -2.131477e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145002 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -21314810.000000 Penalty: 5946.727539
	Iteration 79Q: 3 clusters Score -2.131481e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145435 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -21314888.000000 Penalty: 5946.727539
	Iteration 80F: 3 clusters Score -2.131489e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145852 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -21314976.000000 Penalty: 5946.727539
	Iteration 81Q: 3 clusters Score -2.131498e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146259 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -21315048.000000 Penalty: 5946.727539
	Iteration 82Q: 3 clusters Score -2.131505e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146703 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -21315178.000000 Penalty: 5946.727539
	Iteration 83Q: 3 clusters Score -2.131518e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147162 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -21315278.000000 Penalty: 5946.727539
	Iteration 84Q: 3 clusters Score -2.131528e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147628 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -21315342.000000 Penalty: 5946.727539
	Iteration 85Q: 3 clusters Score -2.131534e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148085 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -21315398.000000 Penalty: 5946.727539
	Iteration 86Q: 3 clusters Score -2.13154e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148552 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -21315476.000000 Penalty: 5946.727539
	Iteration 87Q: 3 clusters Score -2.131548e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149019 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -21315554.000000 Penalty: 5946.727539
	Iteration 88Q: 3 clusters Score -2.131555e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149511 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -21315644.000000 Penalty: 5946.727539
	Iteration 89Q: 3 clusters Score -2.131564e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149956 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -21315646.000000 Penalty: 5946.727539
	Iteration 90Q: 3 clusters Score -2.131565e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150444 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -21315830.000000 Penalty: 5946.727539
	Iteration 91Q: 3 clusters Score -2.131583e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150915 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -21315906.000000 Penalty: 5946.727539
	Iteration 92Q: 3 clusters Score -2.131591e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151329 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -21315986.000000 Penalty: 5946.727539
	Iteration 93Q: 3 clusters Score -2.131599e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151733 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -21316046.000000 Penalty: 5946.727539
	Iteration 94Q: 3 clusters Score -2.131605e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152109 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -21316236.000000 Penalty: 5946.727539
	Iteration 95Q: 3 clusters Score -2.131624e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152532 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -21316398.000000 Penalty: 5946.727539
	Iteration 96Q: 3 clusters Score -2.13164e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152968 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -21316466.000000 Penalty: 5946.727539
	Iteration 97Q: 3 clusters Score -2.131647e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153377 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -21316532.000000 Penalty: 5946.727539
	Iteration 98Q: 3 clusters Score -2.131653e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153757 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -21316634.000000 Penalty: 5946.727539
	Iteration 99Q: 3 clusters Score -2.131663e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154116 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -21316696.000000 Penalty: 5946.727539
	Iteration 100F: 3 clusters Score -2.13167e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154461 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -21316770.000000 Penalty: 5946.727539
	Iteration 101Q: 3 clusters Score -2.131677e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154782 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -21316878.000000 Penalty: 5946.727539
	Iteration 102Q: 3 clusters Score -2.131688e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155102 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -21316820.000000 Penalty: 5946.727539
	Iteration 103Q: 3 clusters Score -2.131682e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155410 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -21316806.000000 Penalty: 5946.727539
	Iteration 104Q: 3 clusters Score -2.131681e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155693 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -21316860.000000 Penalty: 5946.727539
	Iteration 105Q: 3 clusters Score -2.131686e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155965 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -21316920.000000 Penalty: 5946.727539
	Iteration 106Q: 3 clusters Score -2.131692e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156210 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -21316960.000000 Penalty: 5946.727539
	Iteration 107Q: 3 clusters Score -2.131696e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156438 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -21317024.000000 Penalty: 5946.727539
	Iteration 108Q: 3 clusters Score -2.131702e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156638 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -21317096.000000 Penalty: 5946.727539
	Iteration 109Q: 3 clusters Score -2.13171e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156849 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -21317132.000000 Penalty: 5946.727539
	Iteration 110Q: 3 clusters Score -2.131713e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157038 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -21317230.000000 Penalty: 5946.727539
	Iteration 111Q: 3 clusters Score -2.131723e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157228 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -21317282.000000 Penalty: 5946.727539
	Iteration 112Q: 3 clusters Score -2.131728e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157383 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -21317304.000000 Penalty: 5946.727539
	Iteration 113Q: 3 clusters Score -2.13173e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157514 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -21317340.000000 Penalty: 5946.727539
	Iteration 114Q: 3 clusters Score -2.131734e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157635 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -21317328.000000 Penalty: 5946.727539
	Iteration 115Q: 3 clusters Score -2.131733e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157726 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -21317318.000000 Penalty: 5946.727539
	Iteration 116Q: 3 clusters Score -2.131732e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157806 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -21317336.000000 Penalty: 5946.727539
	Iteration 117Q: 3 clusters Score -2.131734e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157870 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -21317358.000000 Penalty: 5946.727539
	Iteration 118Q: 3 clusters Score -2.131736e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157923 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -21317380.000000 Penalty: 5946.727539
	Iteration 119Q: 3 clusters Score -2.131738e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157972 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -21317388.000000 Penalty: 5946.727539
	Iteration 120F: 3 clusters Score -2.131739e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158020 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -21317390.000000 Penalty: 5946.727539
	Iteration 121Q: 3 clusters Score -2.131739e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158069 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -21317408.000000 Penalty: 5946.727539
	Iteration 122Q: 3 clusters Score -2.131741e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158107 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -21317418.000000 Penalty: 5946.727539
	Iteration 123Q: 3 clusters Score -2.131742e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158148 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -21317422.000000 Penalty: 5946.727539
	Iteration 124Q: 3 clusters Score -2.131742e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158198 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -21317414.000000 Penalty: 5946.727539
	Iteration 125Q: 3 clusters Score -2.131741e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158240 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -21317426.000000 Penalty: 5946.727539
	Iteration 126Q: 3 clusters Score -2.131743e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158279 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -21317426.000000 Penalty: 5946.727539
	Iteration 127Q: 3 clusters Score -2.131743e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158318 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -21317424.000000 Penalty: 5946.727539
	Iteration 128Q: 3 clusters Score -2.131742e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158365 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -21317446.000000 Penalty: 5946.727539
	Iteration 129Q: 3 clusters Score -2.131745e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158397 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -21317452.000000 Penalty: 5946.727539
	Iteration 130Q: 3 clusters Score -2.131745e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158424 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -21317458.000000 Penalty: 5946.727539
	Iteration 131Q: 3 clusters Score -2.131746e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158444 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -21317456.000000 Penalty: 5946.727539
	Iteration 132Q: 3 clusters Score -2.131746e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158468 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -21317474.000000 Penalty: 5946.727539
	Iteration 133Q: 3 clusters Score -2.131747e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158496 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -21317486.000000 Penalty: 5946.727539
	Iteration 134Q: 3 clusters Score -2.131749e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158523 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -21317504.000000 Penalty: 5946.727539
	Iteration 135Q: 3 clusters Score -2.13175e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158548 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -21317486.000000 Penalty: 5946.727539
	Iteration 136Q: 3 clusters Score -2.131749e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158561 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -21317518.000000 Penalty: 5946.727539
	Iteration 137Q: 3 clusters Score -2.131752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158576 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -21317532.000000 Penalty: 5946.727539
	Iteration 138Q: 3 clusters Score -2.131753e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158590 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -21317510.000000 Penalty: 5946.727539
	Iteration 139Q: 3 clusters Score -2.131751e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158612 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -21317532.000000 Penalty: 5946.727539
	Iteration 140F: 3 clusters Score -2.131753e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158628 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -21317536.000000 Penalty: 5946.727539
	Iteration 141Q: 3 clusters Score -2.131754e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158644 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -21317542.000000 Penalty: 5946.727539
	Iteration 142Q: 3 clusters Score -2.131754e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158660 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -21317526.000000 Penalty: 5946.727539
	Iteration 143Q: 3 clusters Score -2.131753e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158680 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -21317544.000000 Penalty: 5946.727539
	Iteration 144Q: 3 clusters Score -2.131754e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158713 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -21317560.000000 Penalty: 5946.727539
	Iteration 145Q: 3 clusters Score -2.131756e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158745 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -21317548.000000 Penalty: 5946.727539
	Iteration 146Q: 3 clusters Score -2.131755e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158784 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -21317580.000000 Penalty: 5946.727539
	Iteration 147Q: 3 clusters Score -2.131758e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158814 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -21317568.000000 Penalty: 5946.727539
	Iteration 148Q: 3 clusters Score -2.131757e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158846 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -21317592.000000 Penalty: 5946.727539
	Iteration 149Q: 3 clusters Score -2.131759e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158868 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -21317590.000000 Penalty: 5946.727539
	Iteration 150Q: 3 clusters Score -2.131759e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158887 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -21317582.000000 Penalty: 5946.727539
	Iteration 151Q: 3 clusters Score -2.131758e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158914 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -21317556.000000 Penalty: 5946.727539
	Iteration 152Q: 3 clusters Score -2.131756e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158938 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -21317546.000000 Penalty: 5946.727539
	Iteration 153Q: 3 clusters Score -2.131755e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158957 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -21317558.000000 Penalty: 5946.727539
	Iteration 154Q: 3 clusters Score -2.131756e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158982 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -21317556.000000 Penalty: 5946.727539
	Iteration 155Q: 3 clusters Score -2.131756e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159004 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -21317566.000000 Penalty: 5946.727539
	Iteration 156Q: 3 clusters Score -2.131757e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159029 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -21317590.000000 Penalty: 5946.727539
	Iteration 157Q: 3 clusters Score -2.131759e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159054 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -21317596.000000 Penalty: 5946.727539
	Iteration 158Q: 3 clusters Score -2.13176e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159070 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -21317588.000000 Penalty: 5946.727539
	Iteration 159Q: 3 clusters Score -2.131759e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159081 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -21317602.000000 Penalty: 5946.727539
	Iteration 160F: 3 clusters Score -2.13176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159089 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -21317570.000000 Penalty: 5946.727539
	Iteration 161Q: 3 clusters Score -2.131757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159097 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -21317582.000000 Penalty: 5946.727539
	Iteration 162Q: 3 clusters Score -2.131758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159103 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -21317586.000000 Penalty: 5946.727539
	Iteration 163Q: 3 clusters Score -2.131759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159109 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -21317580.000000 Penalty: 5946.727539
	Iteration 164Q: 3 clusters Score -2.131758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159117 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -21317590.000000 Penalty: 5946.727539
	Iteration 165Q: 3 clusters Score -2.131759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159118 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -21317602.000000 Penalty: 5946.727539
	Iteration 166Q: 3 clusters Score -2.13176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159117 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -21317596.000000 Penalty: 5946.727539
	Iteration 167Q: 3 clusters Score -2.13176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159117 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -21317592.000000 Penalty: 5946.727539
	Iteration 168Q: 3 clusters Score -2.131759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159119 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -21317604.000000 Penalty: 5946.727539
	Iteration 169Q: 3 clusters Score -2.13176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159120 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -21317596.000000 Penalty: 5946.727539
	Iteration 170Q: 3 clusters Score -2.13176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159122 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -21317588.000000 Penalty: 5946.727539
	Iteration 171Q: 3 clusters Score -2.131759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159123 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -21317598.000000 Penalty: 5946.727539
	Iteration 172Q: 3 clusters Score -2.13176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159124 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -21317594.000000 Penalty: 5946.727539
	Iteration 173Q: 3 clusters Score -2.131759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159125 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -21317580.000000 Penalty: 5946.727539
	Iteration 174Q: 3 clusters Score -2.131758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159126 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -21317576.000000 Penalty: 5946.727539
	Iteration 175Q: 3 clusters Score -2.131758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159128 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -21317580.000000 Penalty: 5946.727539
	Iteration 176Q: 3 clusters Score -2.131758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159128 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -21317580.000000 Penalty: 5946.727539
	Iteration 177Q: 3 clusters Score -2.131758e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159128 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -21317580.000000 Penalty: 5946.727539
	Iteration 178F: 3 clusters Score -2.131758e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Entering Unmasked Estep 
Score: -382940.750000 Penalty: 1974.765381
	Iteration 0F: 2 clusters Score -382940.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -379741.187500 Penalty: 3949.530762
	Iteration 0F: 3 clusters Score -379741.2 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -380355.156250 Penalty: 3949.530762
	Iteration 1F: 3 clusters Score -380355.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -380515.593750 Penalty: 3949.530762
	Iteration 2F: 3 clusters Score -380515.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -380630.718750 Penalty: 3949.530762
	Iteration 3Q: 3 clusters Score -380630.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -380717.156250 Penalty: 3949.530762
	Iteration 4Q: 3 clusters Score -380717.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -380781.437500 Penalty: 3949.530762
	Iteration 5Q: 3 clusters Score -380781.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -380853.218750 Penalty: 3949.530762
	Iteration 6Q: 3 clusters Score -380853.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -380933.531250 Penalty: 3949.530762
	Iteration 7Q: 3 clusters Score -380933.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -381047.468750 Penalty: 3949.530762
	Iteration 8Q: 3 clusters Score -381047.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -381188.718750 Penalty: 3949.530762
	Iteration 9Q: 3 clusters Score -381188.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -381456.156250 Penalty: 3949.530762
	Iteration 10F: 3 clusters Score -381456.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -381780.375000 Penalty: 3949.530762
	Iteration 11F: 3 clusters Score -381780.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -382062.843750 Penalty: 3949.530762
	Iteration 12F: 3 clusters Score -382062.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -382258.125000 Penalty: 3949.530762
	Iteration 13Q: 3 clusters Score -382258.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -382432.343750 Penalty: 3949.530762
	Iteration 14Q: 3 clusters Score -382432.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -382568.937500 Penalty: 3949.530762
	Iteration 15Q: 3 clusters Score -382568.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -382632.125000 Penalty: 3949.530762
	Iteration 16Q: 3 clusters Score -382632.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -382666.093750 Penalty: 3949.530762
	Iteration 17Q: 3 clusters Score -382666.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -382675.125000 Penalty: 3949.530762
	Iteration 18Q: 3 clusters Score -382675.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -382681.843750 Penalty: 3949.530762
	Iteration 19Q: 3 clusters Score -382681.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -382687.156250 Penalty: 3949.530762
	Iteration 20F: 3 clusters Score -382687.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -382690.250000 Penalty: 3949.530762
	Iteration 21Q: 3 clusters Score -382690.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -382692.562500 Penalty: 3949.530762
	Iteration 22Q: 3 clusters Score -382692.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -382694.625000 Penalty: 3949.530762
	Iteration 23Q: 3 clusters Score -382694.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -382696.281250 Penalty: 3949.530762
	Iteration 24Q: 3 clusters Score -382696.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -382697.281250 Penalty: 3949.530762
	Iteration 25Q: 3 clusters Score -382697.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -382697.281250 Penalty: 3949.530762
	Iteration 26F: 3 clusters Score -382697.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (155077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155077 members 
Entering Unmasked Estep 
Score: -20528876.000000 Penalty: 2964.015869
	Iteration 0F: 2 clusters Score -2.052888e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77599 members 
Mstep: Class 2 contains 77478 members 
Entering Unmasked Estep 
Score: -20425786.000000 Penalty: 5928.031738
	Iteration 0F: 3 clusters Score -2.042579e+07 nChanged 74198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78117 members 
Mstep: Class 2 contains 76960 members 
Entering Unmasked Estep 
Score: -20469666.000000 Penalty: 5928.031738
	Iteration 1F: 3 clusters Score -2.046967e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78090 members 
Mstep: Class 2 contains 76987 members 
Entering Unmasked Estep 
Score: -20471942.000000 Penalty: 5928.031738
	Iteration 2Q: 3 clusters Score -2.047194e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77598 members 
Mstep: Class 2 contains 77479 members 
Entering Unmasked Estep 
Score: -20475152.000000 Penalty: 5928.031738
	Iteration 3Q: 3 clusters Score -2.047515e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75893 members 
Mstep: Class 2 contains 79184 members 
Entering Unmasked Estep 
Score: -20479070.000000 Penalty: 5928.031738
	Iteration 4F: 3 clusters Score -2.047907e+07 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72661 members 
Mstep: Class 2 contains 82416 members 
Entering Unmasked Estep 
Score: -20483748.000000 Penalty: 5928.031738
	Iteration 5F: 3 clusters Score -2.048375e+07 nChanged 10242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67839 members 
Mstep: Class 2 contains 87238 members 
Entering Unmasked Estep 
Score: -20489302.000000 Penalty: 5928.031738
	Iteration 6F: 3 clusters Score -2.04893e+07 nChanged 10423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 93457 members 
Entering Unmasked Estep 
Score: -20495224.000000 Penalty: 5928.031738
	Iteration 7F: 3 clusters Score -2.049522e+07 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 100540 members 
Entering Unmasked Estep 
Score: -20501952.000000 Penalty: 5928.031738
	Iteration 8F: 3 clusters Score -2.050195e+07 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 107688 members 
Entering Unmasked Estep 
Score: -20509254.000000 Penalty: 5928.031738
	Iteration 9F: 3 clusters Score -2.050925e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 113778 members 
Entering Unmasked Estep 
Score: -20515690.000000 Penalty: 5928.031738
	Iteration 10Q: 3 clusters Score -2.051569e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 118493 members 
Entering Unmasked Estep 
Score: -20519588.000000 Penalty: 5928.031738
	Iteration 11Q: 3 clusters Score -2.051959e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 122221 members 
Entering Unmasked Estep 
Score: -20521360.000000 Penalty: 5928.031738
	Iteration 12Q: 3 clusters Score -2.052136e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 125492 members 
Entering Unmasked Estep 
Score: -20522768.000000 Penalty: 5928.031738
	Iteration 13Q: 3 clusters Score -2.052277e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 128402 members 
Entering Unmasked Estep 
Score: -20523954.000000 Penalty: 5928.031738
	Iteration 14Q: 3 clusters Score -2.052395e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 130997 members 
Entering Unmasked Estep 
Score: -20524822.000000 Penalty: 5928.031738
	Iteration 15Q: 3 clusters Score -2.052482e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 133339 members 
Entering Unmasked Estep 
Score: -20525748.000000 Penalty: 5928.031738
	Iteration 16Q: 3 clusters Score -2.052575e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 135463 members 
Entering Unmasked Estep 
Score: -20526518.000000 Penalty: 5928.031738
	Iteration 17Q: 3 clusters Score -2.052652e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 137398 members 
Entering Unmasked Estep 
Score: -20527056.000000 Penalty: 5928.031738
	Iteration 18Q: 3 clusters Score -2.052706e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 139063 members 
Entering Unmasked Estep 
Score: -20527644.000000 Penalty: 5928.031738
	Iteration 19Q: 3 clusters Score -2.052764e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 140625 members 
Entering Unmasked Estep 
Score: -20528106.000000 Penalty: 5928.031738
	Iteration 20F: 3 clusters Score -2.052811e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 142034 members 
Entering Unmasked Estep 
Score: -20528598.000000 Penalty: 5928.031738
	Iteration 21Q: 3 clusters Score -2.05286e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 143250 members 
Entering Unmasked Estep 
Score: -20529004.000000 Penalty: 5928.031738
	Iteration 22Q: 3 clusters Score -2.0529e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 144289 members 
Entering Unmasked Estep 
Score: -20529254.000000 Penalty: 5928.031738
	Iteration 23Q: 3 clusters Score -2.052925e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 145171 members 
Entering Unmasked Estep 
Score: -20529436.000000 Penalty: 5928.031738
	Iteration 24Q: 3 clusters Score -2.052944e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 145903 members 
Entering Unmasked Estep 
Score: -20529518.000000 Penalty: 5928.031738
	Iteration 25Q: 3 clusters Score -2.052952e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 146572 members 
Entering Unmasked Estep 
Score: -20529724.000000 Penalty: 5928.031738
	Iteration 26Q: 3 clusters Score -2.052972e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 147124 members 
Entering Unmasked Estep 
Score: -20529764.000000 Penalty: 5928.031738
	Iteration 27Q: 3 clusters Score -2.052976e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 147574 members 
Entering Unmasked Estep 
Score: -20529890.000000 Penalty: 5928.031738
	Iteration 28Q: 3 clusters Score -2.052989e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 147939 members 
Entering Unmasked Estep 
Score: -20529958.000000 Penalty: 5928.031738
	Iteration 29Q: 3 clusters Score -2.052996e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 148281 members 
Entering Unmasked Estep 
Score: -20530072.000000 Penalty: 5928.031738
	Iteration 30Q: 3 clusters Score -2.053007e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 148561 members 
Entering Unmasked Estep 
Score: -20530088.000000 Penalty: 5928.031738
	Iteration 31Q: 3 clusters Score -2.053009e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 148821 members 
Entering Unmasked Estep 
Score: -20530088.000000 Penalty: 5928.031738
	Iteration 32Q: 3 clusters Score -2.053009e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 149057 members 
Entering Unmasked Estep 
Score: -20530110.000000 Penalty: 5928.031738
	Iteration 33Q: 3 clusters Score -2.053011e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 149260 members 
Entering Unmasked Estep 
Score: -20530116.000000 Penalty: 5928.031738
	Iteration 34Q: 3 clusters Score -2.053012e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 149440 members 
Entering Unmasked Estep 
Score: -20530102.000000 Penalty: 5928.031738
	Iteration 35Q: 3 clusters Score -2.05301e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 149590 members 
Entering Unmasked Estep 
Score: -20530082.000000 Penalty: 5928.031738
	Iteration 36Q: 3 clusters Score -2.053008e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 149722 members 
Entering Unmasked Estep 
Score: -20530166.000000 Penalty: 5928.031738
	Iteration 37Q: 3 clusters Score -2.053017e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 149857 members 
Entering Unmasked Estep 
Score: -20530150.000000 Penalty: 5928.031738
	Iteration 38Q: 3 clusters Score -2.053015e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 149981 members 
Entering Unmasked Estep 
Score: -20530144.000000 Penalty: 5928.031738
	Iteration 39Q: 3 clusters Score -2.053014e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 150098 members 
Entering Unmasked Estep 
Score: -20530158.000000 Penalty: 5928.031738
	Iteration 40F: 3 clusters Score -2.053016e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 150197 members 
Entering Unmasked Estep 
Score: -20530126.000000 Penalty: 5928.031738
	Iteration 41Q: 3 clusters Score -2.053013e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 150282 members 
Entering Unmasked Estep 
Score: -20530122.000000 Penalty: 5928.031738
	Iteration 42Q: 3 clusters Score -2.053012e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 150358 members 
Entering Unmasked Estep 
Score: -20530138.000000 Penalty: 5928.031738
	Iteration 43Q: 3 clusters Score -2.053014e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 150434 members 
Entering Unmasked Estep 
Score: -20530176.000000 Penalty: 5928.031738
	Iteration 44Q: 3 clusters Score -2.053018e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 150486 members 
Entering Unmasked Estep 
Score: -20530182.000000 Penalty: 5928.031738
	Iteration 45Q: 3 clusters Score -2.053018e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 150533 members 
Entering Unmasked Estep 
Score: -20530216.000000 Penalty: 5928.031738
	Iteration 46Q: 3 clusters Score -2.053022e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 150573 members 
Entering Unmasked Estep 
Score: -20530192.000000 Penalty: 5928.031738
	Iteration 47Q: 3 clusters Score -2.053019e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 150606 members 
Entering Unmasked Estep 
Score: -20530182.000000 Penalty: 5928.031738
	Iteration 48Q: 3 clusters Score -2.053018e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 150652 members 
Entering Unmasked Estep 
Score: -20530196.000000 Penalty: 5928.031738
	Iteration 49Q: 3 clusters Score -2.05302e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 150674 members 
Entering Unmasked Estep 
Score: -20530184.000000 Penalty: 5928.031738
	Iteration 50Q: 3 clusters Score -2.053018e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 150706 members 
Entering Unmasked Estep 
Score: -20530174.000000 Penalty: 5928.031738
	Iteration 51Q: 3 clusters Score -2.053017e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 150733 members 
Entering Unmasked Estep 
Score: -20530204.000000 Penalty: 5928.031738
	Iteration 52Q: 3 clusters Score -2.05302e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 150755 members 
Entering Unmasked Estep 
Score: -20530212.000000 Penalty: 5928.031738
	Iteration 53Q: 3 clusters Score -2.053021e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 150775 members 
Entering Unmasked Estep 
Score: -20530204.000000 Penalty: 5928.031738
	Iteration 54Q: 3 clusters Score -2.05302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 150792 members 
Entering Unmasked Estep 
Score: -20530188.000000 Penalty: 5928.031738
	Iteration 55Q: 3 clusters Score -2.053019e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 150815 members 
Entering Unmasked Estep 
Score: -20530196.000000 Penalty: 5928.031738
	Iteration 56Q: 3 clusters Score -2.05302e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 150843 members 
Entering Unmasked Estep 
Score: -20530190.000000 Penalty: 5928.031738
	Iteration 57Q: 3 clusters Score -2.053019e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 150863 members 
Entering Unmasked Estep 
Score: -20530184.000000 Penalty: 5928.031738
	Iteration 58Q: 3 clusters Score -2.053018e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 150880 members 
Entering Unmasked Estep 
Score: -20530180.000000 Penalty: 5928.031738
	Iteration 59Q: 3 clusters Score -2.053018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 150894 members 
Entering Unmasked Estep 
Score: -20530186.000000 Penalty: 5928.031738
	Iteration 60F: 3 clusters Score -2.053019e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 150908 members 
Entering Unmasked Estep 
Score: -20530188.000000 Penalty: 5928.031738
	Iteration 61Q: 3 clusters Score -2.053019e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 150920 members 
Entering Unmasked Estep 
Score: -20530186.000000 Penalty: 5928.031738
	Iteration 62Q: 3 clusters Score -2.053019e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 150933 members 
Entering Unmasked Estep 
Score: -20530192.000000 Penalty: 5928.031738
	Iteration 63Q: 3 clusters Score -2.053019e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 150949 members 
Entering Unmasked Estep 
Score: -20530198.000000 Penalty: 5928.031738
	Iteration 64Q: 3 clusters Score -2.05302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 150961 members 
Entering Unmasked Estep 
Score: -20530186.000000 Penalty: 5928.031738
	Iteration 65Q: 3 clusters Score -2.053019e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 150977 members 
Entering Unmasked Estep 
Score: -20530170.000000 Penalty: 5928.031738
	Iteration 66Q: 3 clusters Score -2.053017e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 150996 members 
Entering Unmasked Estep 
Score: -20530184.000000 Penalty: 5928.031738
	Iteration 67Q: 3 clusters Score -2.053018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 151009 members 
Entering Unmasked Estep 
Score: -20530182.000000 Penalty: 5928.031738
	Iteration 68Q: 3 clusters Score -2.053018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 151017 members 
Entering Unmasked Estep 
Score: -20530162.000000 Penalty: 5928.031738
	Iteration 69Q: 3 clusters Score -2.053016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 151029 members 
Entering Unmasked Estep 
Score: -20530180.000000 Penalty: 5928.031738
	Iteration 70Q: 3 clusters Score -2.053018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 151044 members 
Entering Unmasked Estep 
Score: -20530174.000000 Penalty: 5928.031738
	Iteration 71Q: 3 clusters Score -2.053017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 151052 members 
Entering Unmasked Estep 
Score: -20530174.000000 Penalty: 5928.031738
	Iteration 72Q: 3 clusters Score -2.053017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 151061 members 
Entering Unmasked Estep 
Score: -20530168.000000 Penalty: 5928.031738
	Iteration 73Q: 3 clusters Score -2.053017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 151070 members 
Entering Unmasked Estep 
Score: -20530160.000000 Penalty: 5928.031738
	Iteration 74Q: 3 clusters Score -2.053016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 151079 members 
Entering Unmasked Estep 
Score: -20530160.000000 Penalty: 5928.031738
	Iteration 75Q: 3 clusters Score -2.053016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 151086 members 
Entering Unmasked Estep 
Score: -20530170.000000 Penalty: 5928.031738
	Iteration 76Q: 3 clusters Score -2.053017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 151091 members 
Entering Unmasked Estep 
Score: -20530158.000000 Penalty: 5928.031738
	Iteration 77Q: 3 clusters Score -2.053016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 151096 members 
Entering Unmasked Estep 
Score: -20530172.000000 Penalty: 5928.031738
	Iteration 78Q: 3 clusters Score -2.053017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 151098 members 
Entering Unmasked Estep 
Score: -20530164.000000 Penalty: 5928.031738
	Iteration 79Q: 3 clusters Score -2.053016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 151099 members 
Entering Unmasked Estep 
Score: -20530164.000000 Penalty: 5928.031738
	Iteration 80F: 3 clusters Score -2.053016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 167749 members 
Mstep: Class 5 contains 158594 members 
Mstep: Class 6 contains 160023 members 
Mstep: Class 7 contains 161034 members 
Mstep: Class 8 contains 2872 members 
Mstep: Class 9 contains 3978 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 7576 members 
Mstep: Class 12 contains 26465 members 
Mstep: Class 13 contains 82548 members 
Mstep: Class 14 contains 115110 members 
Mstep: Class 15 contains 80680 members 
Mstep: Class 16 contains 845 members 
Mstep: Class 17 contains 92292 members 
Mstep: Class 18 contains 151099 members 
Mstep: Class 19 contains 157058 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 318 members 
Entering Unmasked Estep 
Score: -180460224.000000 Penalty: 73630.507812
Splitting cluster 9 changes total score from -180458800.000000 to -180460224.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 10 (6365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Entering Unmasked Estep 
Score: -846068.000000 Penalty: 2172.125244
	Iteration 0F: 2 clusters Score -846068 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 3136 members 
Entering Unmasked Estep 
Score: -840689.062500 Penalty: 4344.250488
	Iteration 0F: 3 clusters Score -840689.1 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -842060.937500 Penalty: 4344.250488
	Iteration 1F: 3 clusters Score -842060.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -842246.187500 Penalty: 4344.250488
	Iteration 2F: 3 clusters Score -842246.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -842367.250000 Penalty: 4344.250488
	Iteration 3Q: 3 clusters Score -842367.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -842457.250000 Penalty: 4344.250488
	Iteration 4Q: 3 clusters Score -842457.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -842562.437500 Penalty: 4344.250488
	Iteration 5Q: 3 clusters Score -842562.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -842705.562500 Penalty: 4344.250488
	Iteration 6Q: 3 clusters Score -842705.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -842855.500000 Penalty: 4344.250488
	Iteration 7Q: 3 clusters Score -842855.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -843026.312500 Penalty: 4344.250488
	Iteration 8Q: 3 clusters Score -843026.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -843190.000000 Penalty: 4344.250488
	Iteration 9Q: 3 clusters Score -843190 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -843350.687500 Penalty: 4344.250488
	Iteration 10Q: 3 clusters Score -843350.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -843496.125000 Penalty: 4344.250488
	Iteration 11Q: 3 clusters Score -843496.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -843607.562500 Penalty: 4344.250488
	Iteration 12Q: 3 clusters Score -843607.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -843695.125000 Penalty: 4344.250488
	Iteration 13Q: 3 clusters Score -843695.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -843788.000000 Penalty: 4344.250488
	Iteration 14Q: 3 clusters Score -843788 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -843864.875000 Penalty: 4344.250488
	Iteration 15Q: 3 clusters Score -843864.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -843927.250000 Penalty: 4344.250488
	Iteration 16Q: 3 clusters Score -843927.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -843983.687500 Penalty: 4344.250488
	Iteration 17Q: 3 clusters Score -843983.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -844026.625000 Penalty: 4344.250488
	Iteration 18Q: 3 clusters Score -844026.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -844070.937500 Penalty: 4344.250488
	Iteration 19Q: 3 clusters Score -844070.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -844115.187500 Penalty: 4344.250488
	Iteration 20F: 3 clusters Score -844115.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -844143.937500 Penalty: 4344.250488
	Iteration 21Q: 3 clusters Score -844143.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -844167.875000 Penalty: 4344.250488
	Iteration 22Q: 3 clusters Score -844167.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -844188.375000 Penalty: 4344.250488
	Iteration 23Q: 3 clusters Score -844188.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -844201.125000 Penalty: 4344.250488
	Iteration 24Q: 3 clusters Score -844201.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -844218.562500 Penalty: 4344.250488
	Iteration 25Q: 3 clusters Score -844218.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -844231.312500 Penalty: 4344.250488
	Iteration 26Q: 3 clusters Score -844231.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -844238.500000 Penalty: 4344.250488
	Iteration 27Q: 3 clusters Score -844238.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -844248.875000 Penalty: 4344.250488
	Iteration 28Q: 3 clusters Score -844248.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -844257.437500 Penalty: 4344.250488
	Iteration 29Q: 3 clusters Score -844257.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -844264.125000 Penalty: 4344.250488
	Iteration 30Q: 3 clusters Score -844264.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -844270.000000 Penalty: 4344.250488
	Iteration 31Q: 3 clusters Score -844270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -844272.812500 Penalty: 4344.250488
	Iteration 32Q: 3 clusters Score -844272.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -844276.375000 Penalty: 4344.250488
	Iteration 33Q: 3 clusters Score -844276.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -844281.562500 Penalty: 4344.250488
	Iteration 34Q: 3 clusters Score -844281.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -844285.250000 Penalty: 4344.250488
	Iteration 35Q: 3 clusters Score -844285.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -844288.812500 Penalty: 4344.250488
	Iteration 36Q: 3 clusters Score -844288.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -844290.500000 Penalty: 4344.250488
	Iteration 37Q: 3 clusters Score -844290.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -844294.687500 Penalty: 4344.250488
	Iteration 38Q: 3 clusters Score -844294.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -844294.500000 Penalty: 4344.250488
	Iteration 39Q: 3 clusters Score -844294.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -844296.937500 Penalty: 4344.250488
	Iteration 40F: 3 clusters Score -844296.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -844297.812500 Penalty: 4344.250488
	Iteration 41Q: 3 clusters Score -844297.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -844298.000000 Penalty: 4344.250488
	Iteration 42Q: 3 clusters Score -844298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -844299.625000 Penalty: 4344.250488
	Iteration 43Q: 3 clusters Score -844299.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -844300.812500 Penalty: 4344.250488
	Iteration 44Q: 3 clusters Score -844300.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -844300.687500 Penalty: 4344.250488
	Iteration 45Q: 3 clusters Score -844300.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -844300.437500 Penalty: 4344.250488
	Iteration 46Q: 3 clusters Score -844300.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -844301.562500 Penalty: 4344.250488
	Iteration 47Q: 3 clusters Score -844301.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -844301.187500 Penalty: 4344.250488
	Iteration 48Q: 3 clusters Score -844301.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -844303.437500 Penalty: 4344.250488
	Iteration 49Q: 3 clusters Score -844303.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -844303.687500 Penalty: 4344.250488
	Iteration 50Q: 3 clusters Score -844303.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -844306.375000 Penalty: 4344.250488
	Iteration 51Q: 3 clusters Score -844306.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -844305.125000 Penalty: 4344.250488
	Iteration 52Q: 3 clusters Score -844305.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -844305.750000 Penalty: 4344.250488
	Iteration 53Q: 3 clusters Score -844305.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -844305.625000 Penalty: 4344.250488
	Iteration 54Q: 3 clusters Score -844305.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -844305.625000 Penalty: 4344.250488
	Iteration 55F: 3 clusters Score -844305.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Entering Unmasked Estep 
Score: -962510.625000 Penalty: 2215.319580
	Iteration 0F: 2 clusters Score -962510.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -956367.562500 Penalty: 4430.639160
	Iteration 0F: 3 clusters Score -956367.6 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -958231.437500 Penalty: 4430.639160
	Iteration 1F: 3 clusters Score -958231.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -958673.312500 Penalty: 4430.639160
	Iteration 2F: 3 clusters Score -958673.3 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -959102.250000 Penalty: 4430.639160
	Iteration 3F: 3 clusters Score -959102.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -959530.812500 Penalty: 4430.639160
	Iteration 4F: 3 clusters Score -959530.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -959908.562500 Penalty: 4430.639160
	Iteration 5F: 3 clusters Score -959908.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -960208.937500 Penalty: 4430.639160
	Iteration 6F: 3 clusters Score -960208.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -960404.937500 Penalty: 4430.639160
	Iteration 7Q: 3 clusters Score -960404.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -960550.562500 Penalty: 4430.639160
	Iteration 8Q: 3 clusters Score -960550.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -960650.125000 Penalty: 4430.639160
	Iteration 9Q: 3 clusters Score -960650.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -960714.375000 Penalty: 4430.639160
	Iteration 10Q: 3 clusters Score -960714.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -960764.812500 Penalty: 4430.639160
	Iteration 11Q: 3 clusters Score -960764.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -960807.125000 Penalty: 4430.639160
	Iteration 12Q: 3 clusters Score -960807.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -960839.375000 Penalty: 4430.639160
	Iteration 13Q: 3 clusters Score -960839.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -960867.750000 Penalty: 4430.639160
	Iteration 14Q: 3 clusters Score -960867.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -960886.937500 Penalty: 4430.639160
	Iteration 15Q: 3 clusters Score -960886.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -960903.375000 Penalty: 4430.639160
	Iteration 16Q: 3 clusters Score -960903.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -960913.875000 Penalty: 4430.639160
	Iteration 17Q: 3 clusters Score -960913.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -960921.875000 Penalty: 4430.639160
	Iteration 18Q: 3 clusters Score -960921.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -960931.125000 Penalty: 4430.639160
	Iteration 19Q: 3 clusters Score -960931.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -960937.000000 Penalty: 4430.639160
	Iteration 20F: 3 clusters Score -960937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -960941.687500 Penalty: 4430.639160
	Iteration 21Q: 3 clusters Score -960941.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -960945.625000 Penalty: 4430.639160
	Iteration 22Q: 3 clusters Score -960945.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -960951.687500 Penalty: 4430.639160
	Iteration 23Q: 3 clusters Score -960951.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -960958.875000 Penalty: 4430.639160
	Iteration 24Q: 3 clusters Score -960958.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -960961.875000 Penalty: 4430.639160
	Iteration 25Q: 3 clusters Score -960961.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -960965.500000 Penalty: 4430.639160
	Iteration 26Q: 3 clusters Score -960965.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -960968.062500 Penalty: 4430.639160
	Iteration 27Q: 3 clusters Score -960968.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -960972.312500 Penalty: 4430.639160
	Iteration 28Q: 3 clusters Score -960972.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -960974.750000 Penalty: 4430.639160
	Iteration 29Q: 3 clusters Score -960974.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -960978.000000 Penalty: 4430.639160
	Iteration 30Q: 3 clusters Score -960978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -960981.250000 Penalty: 4430.639160
	Iteration 31Q: 3 clusters Score -960981.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -960985.625000 Penalty: 4430.639160
	Iteration 32Q: 3 clusters Score -960985.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -960991.375000 Penalty: 4430.639160
	Iteration 33Q: 3 clusters Score -960991.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -960996.500000 Penalty: 4430.639160
	Iteration 34Q: 3 clusters Score -960996.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -960998.750000 Penalty: 4430.639160
	Iteration 35Q: 3 clusters Score -960998.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -961000.750000 Penalty: 4430.639160
	Iteration 36Q: 3 clusters Score -961000.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -961005.187500 Penalty: 4430.639160
	Iteration 37Q: 3 clusters Score -961005.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -961009.625000 Penalty: 4430.639160
	Iteration 38Q: 3 clusters Score -961009.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -961014.125000 Penalty: 4430.639160
	Iteration 39Q: 3 clusters Score -961014.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -961019.875000 Penalty: 4430.639160
	Iteration 40F: 3 clusters Score -961019.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -961025.625000 Penalty: 4430.639160
	Iteration 41Q: 3 clusters Score -961025.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -961030.375000 Penalty: 4430.639160
	Iteration 42Q: 3 clusters Score -961030.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -961034.000000 Penalty: 4430.639160
	Iteration 43Q: 3 clusters Score -961034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -961039.000000 Penalty: 4430.639160
	Iteration 44Q: 3 clusters Score -961039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -961037.562500 Penalty: 4430.639160
	Iteration 45Q: 3 clusters Score -961037.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -961036.562500 Penalty: 4430.639160
	Iteration 46Q: 3 clusters Score -961036.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -961038.812500 Penalty: 4430.639160
	Iteration 47Q: 3 clusters Score -961038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -961039.562500 Penalty: 4430.639160
	Iteration 48Q: 3 clusters Score -961039.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -961040.500000 Penalty: 4430.639160
	Iteration 49Q: 3 clusters Score -961040.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -961042.000000 Penalty: 4430.639160
	Iteration 50Q: 3 clusters Score -961042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -961041.375000 Penalty: 4430.639160
	Iteration 51Q: 3 clusters Score -961041.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -961042.750000 Penalty: 4430.639160
	Iteration 52Q: 3 clusters Score -961042.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -961043.875000 Penalty: 4430.639160
	Iteration 53Q: 3 clusters Score -961043.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -961044.687500 Penalty: 4430.639160
	Iteration 54Q: 3 clusters Score -961044.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -961045.187500 Penalty: 4430.639160
	Iteration 55Q: 3 clusters Score -961045.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -961045.187500 Penalty: 4430.639160
	Iteration 56F: 3 clusters Score -961045.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Entering Unmasked Estep 
Score: -3507528.750000 Penalty: 2525.527344
	Iteration 0F: 2 clusters Score -3507529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -3489397.000000 Penalty: 5051.054688
	Iteration 0F: 3 clusters Score -3489397 nChanged 11775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -3495933.000000 Penalty: 5051.054688
	Iteration 1F: 3 clusters Score -3495933 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -3496671.500000 Penalty: 5051.054688
	Iteration 2F: 3 clusters Score -3496672 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -3497499.500000 Penalty: 5051.054688
	Iteration 3F: 3 clusters Score -3497500 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -3498406.000000 Penalty: 5051.054688
	Iteration 4F: 3 clusters Score -3498406 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -3499560.500000 Penalty: 5051.054688
	Iteration 5F: 3 clusters Score -3499560 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -3500952.250000 Penalty: 5051.054688
	Iteration 6F: 3 clusters Score -3500952 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -3502495.500000 Penalty: 5051.054688
	Iteration 7F: 3 clusters Score -3502496 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -3503802.750000 Penalty: 5051.054688
	Iteration 8F: 3 clusters Score -3503803 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -3504709.750000 Penalty: 5051.054688
	Iteration 9Q: 3 clusters Score -3504710 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -3505080.000000 Penalty: 5051.054688
	Iteration 10Q: 3 clusters Score -3505080 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3505254.500000 Penalty: 5051.054688
	Iteration 11Q: 3 clusters Score -3505254 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -3505362.750000 Penalty: 5051.054688
	Iteration 12Q: 3 clusters Score -3505363 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -3505420.000000 Penalty: 5051.054688
	Iteration 13Q: 3 clusters Score -3505420 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -3505474.250000 Penalty: 5051.054688
	Iteration 14Q: 3 clusters Score -3505474 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -3505527.000000 Penalty: 5051.054688
	Iteration 15Q: 3 clusters Score -3505527 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -3505561.500000 Penalty: 5051.054688
	Iteration 16Q: 3 clusters Score -3505562 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3505592.250000 Penalty: 5051.054688
	Iteration 17Q: 3 clusters Score -3505592 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -3505613.750000 Penalty: 5051.054688
	Iteration 18Q: 3 clusters Score -3505614 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3505641.500000 Penalty: 5051.054688
	Iteration 19Q: 3 clusters Score -3505642 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3505657.000000 Penalty: 5051.054688
	Iteration 20F: 3 clusters Score -3505657 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3505674.000000 Penalty: 5051.054688
	Iteration 21Q: 3 clusters Score -3505674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3505699.500000 Penalty: 5051.054688
	Iteration 22Q: 3 clusters Score -3505700 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3505705.250000 Penalty: 5051.054688
	Iteration 23Q: 3 clusters Score -3505705 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3505718.500000 Penalty: 5051.054688
	Iteration 24Q: 3 clusters Score -3505718 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3505729.750000 Penalty: 5051.054688
	Iteration 25Q: 3 clusters Score -3505730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3505737.250000 Penalty: 5051.054688
	Iteration 26Q: 3 clusters Score -3505737 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3505745.500000 Penalty: 5051.054688
	Iteration 27Q: 3 clusters Score -3505746 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3505759.750000 Penalty: 5051.054688
	Iteration 28Q: 3 clusters Score -3505760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3505768.500000 Penalty: 5051.054688
	Iteration 29Q: 3 clusters Score -3505768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3505774.250000 Penalty: 5051.054688
	Iteration 30Q: 3 clusters Score -3505774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3505780.000000 Penalty: 5051.054688
	Iteration 31Q: 3 clusters Score -3505780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3505788.500000 Penalty: 5051.054688
	Iteration 32Q: 3 clusters Score -3505788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3505787.000000 Penalty: 5051.054688
	Iteration 33Q: 3 clusters Score -3505787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3505792.000000 Penalty: 5051.054688
	Iteration 34Q: 3 clusters Score -3505792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3505791.250000 Penalty: 5051.054688
	Iteration 35Q: 3 clusters Score -3505791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3505800.750000 Penalty: 5051.054688
	Iteration 36Q: 3 clusters Score -3505801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3505798.750000 Penalty: 5051.054688
	Iteration 37Q: 3 clusters Score -3505799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3505804.750000 Penalty: 5051.054688
	Iteration 38Q: 3 clusters Score -3505805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3505810.000000 Penalty: 5051.054688
	Iteration 39Q: 3 clusters Score -3505810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3505819.250000 Penalty: 5051.054688
	Iteration 40F: 3 clusters Score -3505819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3505835.000000 Penalty: 5051.054688
	Iteration 41Q: 3 clusters Score -3505835 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3505834.750000 Penalty: 5051.054688
	Iteration 42Q: 3 clusters Score -3505835 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3505842.250000 Penalty: 5051.054688
	Iteration 43Q: 3 clusters Score -3505842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3505841.000000 Penalty: 5051.054688
	Iteration 44Q: 3 clusters Score -3505841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3505842.750000 Penalty: 5051.054688
	Iteration 45Q: 3 clusters Score -3505843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3505841.750000 Penalty: 5051.054688
	Iteration 46Q: 3 clusters Score -3505842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3505845.750000 Penalty: 5051.054688
	Iteration 47Q: 3 clusters Score -3505846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3505848.500000 Penalty: 5051.054688
	Iteration 48Q: 3 clusters Score -3505848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3505851.750000 Penalty: 5051.054688
	Iteration 49Q: 3 clusters Score -3505852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3505850.250000 Penalty: 5051.054688
	Iteration 50Q: 3 clusters Score -3505850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3505854.750000 Penalty: 5051.054688
	Iteration 51Q: 3 clusters Score -3505855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3505860.000000 Penalty: 5051.054688
	Iteration 52Q: 3 clusters Score -3505860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3505870.500000 Penalty: 5051.054688
	Iteration 53Q: 3 clusters Score -3505870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3505869.750000 Penalty: 5051.054688
	Iteration 54Q: 3 clusters Score -3505870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3505876.250000 Penalty: 5051.054688
	Iteration 55Q: 3 clusters Score -3505876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3505880.000000 Penalty: 5051.054688
	Iteration 56Q: 3 clusters Score -3505880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3505880.000000 Penalty: 5051.054688
	Iteration 57Q: 3 clusters Score -3505880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3505878.250000 Penalty: 5051.054688
	Iteration 58Q: 3 clusters Score -3505878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3505879.500000 Penalty: 5051.054688
	Iteration 59Q: 3 clusters Score -3505880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3505886.750000 Penalty: 5051.054688
	Iteration 60F: 3 clusters Score -3505887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3505884.000000 Penalty: 5051.054688
	Iteration 61Q: 3 clusters Score -3505884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3505894.000000 Penalty: 5051.054688
	Iteration 62Q: 3 clusters Score -3505894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3505897.000000 Penalty: 5051.054688
	Iteration 63Q: 3 clusters Score -3505897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3505891.000000 Penalty: 5051.054688
	Iteration 64Q: 3 clusters Score -3505891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3505890.750000 Penalty: 5051.054688
	Iteration 65Q: 3 clusters Score -3505891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3505892.500000 Penalty: 5051.054688
	Iteration 66Q: 3 clusters Score -3505892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3505894.250000 Penalty: 5051.054688
	Iteration 67Q: 3 clusters Score -3505894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3505896.250000 Penalty: 5051.054688
	Iteration 68Q: 3 clusters Score -3505896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3505901.250000 Penalty: 5051.054688
	Iteration 69Q: 3 clusters Score -3505901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3505898.500000 Penalty: 5051.054688
	Iteration 70Q: 3 clusters Score -3505898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3505902.000000 Penalty: 5051.054688
	Iteration 71Q: 3 clusters Score -3505902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3505901.500000 Penalty: 5051.054688
	Iteration 72Q: 3 clusters Score -3505902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3505905.750000 Penalty: 5051.054688
	Iteration 73Q: 3 clusters Score -3505906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3505903.000000 Penalty: 5051.054688
	Iteration 74Q: 3 clusters Score -3505903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3505904.000000 Penalty: 5051.054688
	Iteration 75Q: 3 clusters Score -3505904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3505898.000000 Penalty: 5051.054688
	Iteration 76Q: 3 clusters Score -3505898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3505896.250000 Penalty: 5051.054688
	Iteration 77Q: 3 clusters Score -3505896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3505898.250000 Penalty: 5051.054688
	Iteration 78Q: 3 clusters Score -3505898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3505896.000000 Penalty: 5051.054688
	Iteration 79Q: 3 clusters Score -3505896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3505897.250000 Penalty: 5051.054688
	Iteration 80F: 3 clusters Score -3505897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3505894.500000 Penalty: 5051.054688
	Iteration 81Q: 3 clusters Score -3505894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3505897.250000 Penalty: 5051.054688
	Iteration 82Q: 3 clusters Score -3505897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3505905.000000 Penalty: 5051.054688
	Iteration 83Q: 3 clusters Score -3505905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3505901.500000 Penalty: 5051.054688
	Iteration 84Q: 3 clusters Score -3505902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3505900.750000 Penalty: 5051.054688
	Iteration 85Q: 3 clusters Score -3505901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3505904.500000 Penalty: 5051.054688
	Iteration 86Q: 3 clusters Score -3505904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3505902.250000 Penalty: 5051.054688
	Iteration 87Q: 3 clusters Score -3505902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3505905.250000 Penalty: 5051.054688
	Iteration 88Q: 3 clusters Score -3505905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3505908.000000 Penalty: 5051.054688
	Iteration 89Q: 3 clusters Score -3505908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3505907.000000 Penalty: 5051.054688
	Iteration 90Q: 3 clusters Score -3505907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3505907.000000 Penalty: 5051.054688
	Iteration 91F: 3 clusters Score -3505907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (82548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82548 members 
Entering Unmasked Estep 
Score: -11108802.000000 Penalty: 2807.641602
	Iteration 0F: 2 clusters Score -1.11088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -11053596.000000 Penalty: 5615.283203
	Iteration 0F: 3 clusters Score -1.10536e+07 nChanged 39030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -11075693.000000 Penalty: 5615.283203
	Iteration 1F: 3 clusters Score -1.107569e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -11076705.000000 Penalty: 5615.283203
	Iteration 2Q: 3 clusters Score -1.10767e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -11078037.000000 Penalty: 5615.283203
	Iteration 3Q: 3 clusters Score -1.107804e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -11079814.000000 Penalty: 5615.283203
	Iteration 4Q: 3 clusters Score -1.107981e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -11081698.000000 Penalty: 5615.283203
	Iteration 5F: 3 clusters Score -1.10817e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -11083675.000000 Penalty: 5615.283203
	Iteration 6F: 3 clusters Score -1.108368e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -11085699.000000 Penalty: 5615.283203
	Iteration 7F: 3 clusters Score -1.10857e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -11087611.000000 Penalty: 5615.283203
	Iteration 8F: 3 clusters Score -1.108761e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 57208 members 
Entering Unmasked Estep 
Score: -11089489.000000 Penalty: 5615.283203
	Iteration 9Q: 3 clusters Score -1.108949e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 60449 members 
Entering Unmasked Estep 
Score: -11091413.000000 Penalty: 5615.283203
	Iteration 10Q: 3 clusters Score -1.109141e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 64007 members 
Entering Unmasked Estep 
Score: -11093795.000000 Penalty: 5615.283203
	Iteration 11Q: 3 clusters Score -1.10938e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 67756 members 
Entering Unmasked Estep 
Score: -11096470.000000 Penalty: 5615.283203
	Iteration 12Q: 3 clusters Score -1.109647e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 71594 members 
Entering Unmasked Estep 
Score: -11099391.000000 Penalty: 5615.283203
	Iteration 13Q: 3 clusters Score -1.109939e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 74959 members 
Entering Unmasked Estep 
Score: -11102001.000000 Penalty: 5615.283203
	Iteration 14Q: 3 clusters Score -1.1102e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 77431 members 
Entering Unmasked Estep 
Score: -11104021.000000 Penalty: 5615.283203
	Iteration 15Q: 3 clusters Score -1.110402e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 79065 members 
Entering Unmasked Estep 
Score: -11105280.000000 Penalty: 5615.283203
	Iteration 16Q: 3 clusters Score -1.110528e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 79975 members 
Entering Unmasked Estep 
Score: -11106016.000000 Penalty: 5615.283203
	Iteration 17Q: 3 clusters Score -1.110602e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 80415 members 
Entering Unmasked Estep 
Score: -11106413.000000 Penalty: 5615.283203
	Iteration 18Q: 3 clusters Score -1.110641e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -11106582.000000 Penalty: 5615.283203
	Iteration 19Q: 3 clusters Score -1.110658e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 80706 members 
Entering Unmasked Estep 
Score: -11106726.000000 Penalty: 5615.283203
	Iteration 20F: 3 clusters Score -1.110673e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 80765 members 
Entering Unmasked Estep 
Score: -11106840.000000 Penalty: 5615.283203
	Iteration 21Q: 3 clusters Score -1.110684e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 80800 members 
Entering Unmasked Estep 
Score: -11106932.000000 Penalty: 5615.283203
	Iteration 22Q: 3 clusters Score -1.110693e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 80817 members 
Entering Unmasked Estep 
Score: -11106998.000000 Penalty: 5615.283203
	Iteration 23Q: 3 clusters Score -1.1107e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 80844 members 
Entering Unmasked Estep 
Score: -11107067.000000 Penalty: 5615.283203
	Iteration 24Q: 3 clusters Score -1.110707e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
Score: -11107097.000000 Penalty: 5615.283203
	Iteration 25Q: 3 clusters Score -1.11071e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 80872 members 
Entering Unmasked Estep 
Score: -11107120.000000 Penalty: 5615.283203
	Iteration 26Q: 3 clusters Score -1.110712e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 80888 members 
Entering Unmasked Estep 
Score: -11107138.000000 Penalty: 5615.283203
	Iteration 27Q: 3 clusters Score -1.110714e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -11107158.000000 Penalty: 5615.283203
	Iteration 28Q: 3 clusters Score -1.110716e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -11107154.000000 Penalty: 5615.283203
	Iteration 29Q: 3 clusters Score -1.110715e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -11107162.000000 Penalty: 5615.283203
	Iteration 30Q: 3 clusters Score -1.110716e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 80908 members 
Entering Unmasked Estep 
Score: -11107144.000000 Penalty: 5615.283203
	Iteration 31Q: 3 clusters Score -1.110714e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 80913 members 
Entering Unmasked Estep 
Score: -11107160.000000 Penalty: 5615.283203
	Iteration 32Q: 3 clusters Score -1.110716e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 80918 members 
Entering Unmasked Estep 
Score: -11107151.000000 Penalty: 5615.283203
	Iteration 33Q: 3 clusters Score -1.110715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 80915 members 
Entering Unmasked Estep 
Score: -11107155.000000 Penalty: 5615.283203
	Iteration 34Q: 3 clusters Score -1.110716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 80914 members 
Entering Unmasked Estep 
Score: -11107155.000000 Penalty: 5615.283203
	Iteration 35Q: 3 clusters Score -1.110716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 80916 members 
Entering Unmasked Estep 
Score: -11107151.000000 Penalty: 5615.283203
	Iteration 36Q: 3 clusters Score -1.110715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 80916 members 
Entering Unmasked Estep 
Score: -11107151.000000 Penalty: 5615.283203
	Iteration 37F: 3 clusters Score -1.110715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (115110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115110 members 
Entering Unmasked Estep 
Score: -15701688.000000 Penalty: 2890.103516
	Iteration 0F: 2 clusters Score -1.570169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -15624438.000000 Penalty: 5780.207031
	Iteration 0F: 3 clusters Score -1.562444e+07 nChanged 55082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59046 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -15656066.000000 Penalty: 5780.207031
	Iteration 1F: 3 clusters Score -1.565607e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60019 members 
Mstep: Class 2 contains 55091 members 
Entering Unmasked Estep 
Score: -15656910.000000 Penalty: 5780.207031
	Iteration 2Q: 3 clusters Score -1.565691e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 53638 members 
Entering Unmasked Estep 
Score: -15657948.000000 Penalty: 5780.207031
	Iteration 3Q: 3 clusters Score -1.565795e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63520 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
Score: -15659077.000000 Penalty: 5780.207031
	Iteration 4Q: 3 clusters Score -1.565908e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66419 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -15660635.000000 Penalty: 5780.207031
	Iteration 5Q: 3 clusters Score -1.566064e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70448 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -15662911.000000 Penalty: 5780.207031
	Iteration 6Q: 3 clusters Score -1.566291e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75945 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -15666256.000000 Penalty: 5780.207031
	Iteration 7F: 3 clusters Score -1.566626e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82889 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -15671274.000000 Penalty: 5780.207031
	Iteration 8F: 3 clusters Score -1.567127e+07 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90918 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -15677917.000000 Penalty: 5780.207031
	Iteration 9F: 3 clusters Score -1.567792e+07 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98761 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -15684937.000000 Penalty: 5780.207031
	Iteration 10F: 3 clusters Score -1.568494e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105286 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -15690837.000000 Penalty: 5780.207031
	Iteration 11F: 3 clusters Score -1.569084e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109837 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -15694910.000000 Penalty: 5780.207031
	Iteration 12Q: 3 clusters Score -1.569491e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112427 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -15697099.000000 Penalty: 5780.207031
	Iteration 13Q: 3 clusters Score -1.56971e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113695 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -15698145.000000 Penalty: 5780.207031
	Iteration 14Q: 3 clusters Score -1.569814e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114276 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -15698613.000000 Penalty: 5780.207031
	Iteration 15Q: 3 clusters Score -1.569861e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114525 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -15698840.000000 Penalty: 5780.207031
	Iteration 16Q: 3 clusters Score -1.569884e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114647 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -15698982.000000 Penalty: 5780.207031
	Iteration 17Q: 3 clusters Score -1.569898e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114700 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -15699042.000000 Penalty: 5780.207031
	Iteration 18Q: 3 clusters Score -1.569904e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114718 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -15699067.000000 Penalty: 5780.207031
	Iteration 19Q: 3 clusters Score -1.569907e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114727 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -15699081.000000 Penalty: 5780.207031
	Iteration 20F: 3 clusters Score -1.569908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114733 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -15699089.000000 Penalty: 5780.207031
	Iteration 21Q: 3 clusters Score -1.569909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114743 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -15699115.000000 Penalty: 5780.207031
	Iteration 22Q: 3 clusters Score -1.569912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114746 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -15699107.000000 Penalty: 5780.207031
	Iteration 23Q: 3 clusters Score -1.569911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114748 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -15699122.000000 Penalty: 5780.207031
	Iteration 24Q: 3 clusters Score -1.569912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114750 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -15699131.000000 Penalty: 5780.207031
	Iteration 25Q: 3 clusters Score -1.569913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114752 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -15699125.000000 Penalty: 5780.207031
	Iteration 26Q: 3 clusters Score -1.569912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114755 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -15699133.000000 Penalty: 5780.207031
	Iteration 27Q: 3 clusters Score -1.569913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114757 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -15699133.000000 Penalty: 5780.207031
	Iteration 28Q: 3 clusters Score -1.569913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114758 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -15699142.000000 Penalty: 5780.207031
	Iteration 29Q: 3 clusters Score -1.569914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114761 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -15699143.000000 Penalty: 5780.207031
	Iteration 30Q: 3 clusters Score -1.569914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114761 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -15699158.000000 Penalty: 5780.207031
	Iteration 31Q: 3 clusters Score -1.569916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114762 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -15699151.000000 Penalty: 5780.207031
	Iteration 32Q: 3 clusters Score -1.569915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114762 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -15699151.000000 Penalty: 5780.207031
	Iteration 33F: 3 clusters Score -1.569915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (80680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80680 members 
Entering Unmasked Estep 
Score: -10815316.000000 Penalty: 2801.965088
	Iteration 0F: 2 clusters Score -1.081532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -10761421.000000 Penalty: 5603.930176
	Iteration 0F: 3 clusters Score -1.076142e+07 nChanged 38025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -10782705.000000 Penalty: 5603.930176
	Iteration 1F: 3 clusters Score -1.07827e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -10783439.000000 Penalty: 5603.930176
	Iteration 2Q: 3 clusters Score -1.078344e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -10784478.000000 Penalty: 5603.930176
	Iteration 3Q: 3 clusters Score -1.078448e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -10785958.000000 Penalty: 5603.930176
	Iteration 4Q: 3 clusters Score -1.078596e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -10787891.000000 Penalty: 5603.930176
	Iteration 5Q: 3 clusters Score -1.078789e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 45609 members 
Entering Unmasked Estep 
Score: -10790634.000000 Penalty: 5603.930176
	Iteration 6F: 3 clusters Score -1.079063e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -10794588.000000 Penalty: 5603.930176
	Iteration 7F: 3 clusters Score -1.079459e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -10799375.000000 Penalty: 5603.930176
	Iteration 8F: 3 clusters Score -1.079938e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
Score: -10803433.000000 Penalty: 5603.930176
	Iteration 9F: 3 clusters Score -1.080343e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 56277 members 
Entering Unmasked Estep 
Score: -10805598.000000 Penalty: 5603.930176
	Iteration 10Q: 3 clusters Score -1.08056e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -10806654.000000 Penalty: 5603.930176
	Iteration 11Q: 3 clusters Score -1.080665e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 59320 members 
Entering Unmasked Estep 
Score: -10807397.000000 Penalty: 5603.930176
	Iteration 12Q: 3 clusters Score -1.08074e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 60654 members 
Entering Unmasked Estep 
Score: -10808075.000000 Penalty: 5603.930176
	Iteration 13Q: 3 clusters Score -1.080808e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 61947 members 
Entering Unmasked Estep 
Score: -10808741.000000 Penalty: 5603.930176
	Iteration 14Q: 3 clusters Score -1.080874e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 63164 members 
Entering Unmasked Estep 
Score: -10809298.000000 Penalty: 5603.930176
	Iteration 15Q: 3 clusters Score -1.08093e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 64286 members 
Entering Unmasked Estep 
Score: -10809738.000000 Penalty: 5603.930176
	Iteration 16Q: 3 clusters Score -1.080974e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 65314 members 
Entering Unmasked Estep 
Score: -10810168.000000 Penalty: 5603.930176
	Iteration 17Q: 3 clusters Score -1.081017e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 66260 members 
Entering Unmasked Estep 
Score: -10810526.000000 Penalty: 5603.930176
	Iteration 18Q: 3 clusters Score -1.081053e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -10810856.000000 Penalty: 5603.930176
	Iteration 19Q: 3 clusters Score -1.081086e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 68010 members 
Entering Unmasked Estep 
Score: -10811166.000000 Penalty: 5603.930176
	Iteration 20F: 3 clusters Score -1.081117e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 68801 members 
Entering Unmasked Estep 
Score: -10811367.000000 Penalty: 5603.930176
	Iteration 21Q: 3 clusters Score -1.081137e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 69509 members 
Entering Unmasked Estep 
Score: -10811594.000000 Penalty: 5603.930176
	Iteration 22Q: 3 clusters Score -1.081159e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 70219 members 
Entering Unmasked Estep 
Score: -10811815.000000 Penalty: 5603.930176
	Iteration 23Q: 3 clusters Score -1.081182e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 70932 members 
Entering Unmasked Estep 
Score: -10812060.000000 Penalty: 5603.930176
	Iteration 24Q: 3 clusters Score -1.081206e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 71616 members 
Entering Unmasked Estep 
Score: -10812249.000000 Penalty: 5603.930176
	Iteration 25Q: 3 clusters Score -1.081225e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 72206 members 
Entering Unmasked Estep 
Score: -10812430.000000 Penalty: 5603.930176
	Iteration 26Q: 3 clusters Score -1.081243e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 72775 members 
Entering Unmasked Estep 
Score: -10812530.000000 Penalty: 5603.930176
	Iteration 27Q: 3 clusters Score -1.081253e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 73301 members 
Entering Unmasked Estep 
Score: -10812715.000000 Penalty: 5603.930176
	Iteration 28Q: 3 clusters Score -1.081272e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 73798 members 
Entering Unmasked Estep 
Score: -10812885.000000 Penalty: 5603.930176
	Iteration 29Q: 3 clusters Score -1.081288e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 74247 members 
Entering Unmasked Estep 
Score: -10813003.000000 Penalty: 5603.930176
	Iteration 30Q: 3 clusters Score -1.0813e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 74655 members 
Entering Unmasked Estep 
Score: -10813143.000000 Penalty: 5603.930176
	Iteration 31Q: 3 clusters Score -1.081314e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 75014 members 
Entering Unmasked Estep 
Score: -10813204.000000 Penalty: 5603.930176
	Iteration 32Q: 3 clusters Score -1.08132e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 75347 members 
Entering Unmasked Estep 
Score: -10813276.000000 Penalty: 5603.930176
	Iteration 33Q: 3 clusters Score -1.081328e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 75652 members 
Entering Unmasked Estep 
Score: -10813332.000000 Penalty: 5603.930176
	Iteration 34Q: 3 clusters Score -1.081333e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 75944 members 
Entering Unmasked Estep 
Score: -10813421.000000 Penalty: 5603.930176
	Iteration 35Q: 3 clusters Score -1.081342e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 76220 members 
Entering Unmasked Estep 
Score: -10813476.000000 Penalty: 5603.930176
	Iteration 36Q: 3 clusters Score -1.081348e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 76432 members 
Entering Unmasked Estep 
Score: -10813541.000000 Penalty: 5603.930176
	Iteration 37Q: 3 clusters Score -1.081354e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 76611 members 
Entering Unmasked Estep 
Score: -10813594.000000 Penalty: 5603.930176
	Iteration 38Q: 3 clusters Score -1.081359e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 76764 members 
Entering Unmasked Estep 
Score: -10813639.000000 Penalty: 5603.930176
	Iteration 39Q: 3 clusters Score -1.081364e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 76891 members 
Entering Unmasked Estep 
Score: -10813691.000000 Penalty: 5603.930176
	Iteration 40F: 3 clusters Score -1.081369e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 76996 members 
Entering Unmasked Estep 
Score: -10813687.000000 Penalty: 5603.930176
	Iteration 41Q: 3 clusters Score -1.081369e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 77088 members 
Entering Unmasked Estep 
Score: -10813702.000000 Penalty: 5603.930176
	Iteration 42Q: 3 clusters Score -1.08137e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 77165 members 
Entering Unmasked Estep 
Score: -10813723.000000 Penalty: 5603.930176
	Iteration 43Q: 3 clusters Score -1.081372e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 77232 members 
Entering Unmasked Estep 
Score: -10813727.000000 Penalty: 5603.930176
	Iteration 44Q: 3 clusters Score -1.081373e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 77293 members 
Entering Unmasked Estep 
Score: -10813727.000000 Penalty: 5603.930176
	Iteration 45Q: 3 clusters Score -1.081373e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 77350 members 
Entering Unmasked Estep 
Score: -10813760.000000 Penalty: 5603.930176
	Iteration 46Q: 3 clusters Score -1.081376e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 77399 members 
Entering Unmasked Estep 
Score: -10813766.000000 Penalty: 5603.930176
	Iteration 47Q: 3 clusters Score -1.081377e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 77442 members 
Entering Unmasked Estep 
Score: -10813749.000000 Penalty: 5603.930176
	Iteration 48Q: 3 clusters Score -1.081375e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 77482 members 
Entering Unmasked Estep 
Score: -10813751.000000 Penalty: 5603.930176
	Iteration 49Q: 3 clusters Score -1.081375e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 77517 members 
Entering Unmasked Estep 
Score: -10813747.000000 Penalty: 5603.930176
	Iteration 50Q: 3 clusters Score -1.081375e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 77552 members 
Entering Unmasked Estep 
Score: -10813728.000000 Penalty: 5603.930176
	Iteration 51Q: 3 clusters Score -1.081373e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 77583 members 
Entering Unmasked Estep 
Score: -10813734.000000 Penalty: 5603.930176
	Iteration 52Q: 3 clusters Score -1.081373e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 77618 members 
Entering Unmasked Estep 
Score: -10813748.000000 Penalty: 5603.930176
	Iteration 53Q: 3 clusters Score -1.081375e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 77653 members 
Entering Unmasked Estep 
Score: -10813775.000000 Penalty: 5603.930176
	Iteration 54Q: 3 clusters Score -1.081378e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 77691 members 
Entering Unmasked Estep 
Score: -10813774.000000 Penalty: 5603.930176
	Iteration 55Q: 3 clusters Score -1.081377e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 77733 members 
Entering Unmasked Estep 
Score: -10813794.000000 Penalty: 5603.930176
	Iteration 56Q: 3 clusters Score -1.081379e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 77788 members 
Entering Unmasked Estep 
Score: -10813793.000000 Penalty: 5603.930176
	Iteration 57Q: 3 clusters Score -1.081379e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 77830 members 
Entering Unmasked Estep 
Score: -10813791.000000 Penalty: 5603.930176
	Iteration 58Q: 3 clusters Score -1.081379e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 77874 members 
Entering Unmasked Estep 
Score: -10813803.000000 Penalty: 5603.930176
	Iteration 59Q: 3 clusters Score -1.08138e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 77909 members 
Entering Unmasked Estep 
Score: -10813809.000000 Penalty: 5603.930176
	Iteration 60F: 3 clusters Score -1.081381e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 77942 members 
Entering Unmasked Estep 
Score: -10813806.000000 Penalty: 5603.930176
	Iteration 61Q: 3 clusters Score -1.081381e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 77972 members 
Entering Unmasked Estep 
Score: -10813820.000000 Penalty: 5603.930176
	Iteration 62Q: 3 clusters Score -1.081382e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 77999 members 
Entering Unmasked Estep 
Score: -10813835.000000 Penalty: 5603.930176
	Iteration 63Q: 3 clusters Score -1.081384e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 78025 members 
Entering Unmasked Estep 
Score: -10813833.000000 Penalty: 5603.930176
	Iteration 64Q: 3 clusters Score -1.081383e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 78053 members 
Entering Unmasked Estep 
Score: -10813845.000000 Penalty: 5603.930176
	Iteration 65Q: 3 clusters Score -1.081384e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 78082 members 
Entering Unmasked Estep 
Score: -10813837.000000 Penalty: 5603.930176
	Iteration 66Q: 3 clusters Score -1.081384e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 78114 members 
Entering Unmasked Estep 
Score: -10813854.000000 Penalty: 5603.930176
	Iteration 67Q: 3 clusters Score -1.081385e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 78148 members 
Entering Unmasked Estep 
Score: -10813871.000000 Penalty: 5603.930176
	Iteration 68Q: 3 clusters Score -1.081387e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 78186 members 
Entering Unmasked Estep 
Score: -10813885.000000 Penalty: 5603.930176
	Iteration 69Q: 3 clusters Score -1.081388e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 78222 members 
Entering Unmasked Estep 
Score: -10813889.000000 Penalty: 5603.930176
	Iteration 70Q: 3 clusters Score -1.081389e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 78249 members 
Entering Unmasked Estep 
Score: -10813885.000000 Penalty: 5603.930176
	Iteration 71Q: 3 clusters Score -1.081388e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 78274 members 
Entering Unmasked Estep 
Score: -10813899.000000 Penalty: 5603.930176
	Iteration 72Q: 3 clusters Score -1.08139e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 78289 members 
Entering Unmasked Estep 
Score: -10813898.000000 Penalty: 5603.930176
	Iteration 73Q: 3 clusters Score -1.08139e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 78300 members 
Entering Unmasked Estep 
Score: -10813901.000000 Penalty: 5603.930176
	Iteration 74Q: 3 clusters Score -1.08139e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 78310 members 
Entering Unmasked Estep 
Score: -10813898.000000 Penalty: 5603.930176
	Iteration 75Q: 3 clusters Score -1.08139e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 78315 members 
Entering Unmasked Estep 
Score: -10813906.000000 Penalty: 5603.930176
	Iteration 76Q: 3 clusters Score -1.081391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 78319 members 
Entering Unmasked Estep 
Score: -10813894.000000 Penalty: 5603.930176
	Iteration 77Q: 3 clusters Score -1.081389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 78322 members 
Entering Unmasked Estep 
Score: -10813900.000000 Penalty: 5603.930176
	Iteration 78Q: 3 clusters Score -1.08139e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 78328 members 
Entering Unmasked Estep 
Score: -10813909.000000 Penalty: 5603.930176
	Iteration 79Q: 3 clusters Score -1.081391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 78332 members 
Entering Unmasked Estep 
Score: -10813909.000000 Penalty: 5603.930176
	Iteration 80F: 3 clusters Score -1.081391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 78335 members 
Entering Unmasked Estep 
Score: -10813912.000000 Penalty: 5603.930176
	Iteration 81Q: 3 clusters Score -1.081391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 78339 members 
Entering Unmasked Estep 
Score: -10813903.000000 Penalty: 5603.930176
	Iteration 82Q: 3 clusters Score -1.08139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 78342 members 
Entering Unmasked Estep 
Score: -10813903.000000 Penalty: 5603.930176
	Iteration 83Q: 3 clusters Score -1.08139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 78343 members 
Entering Unmasked Estep 
Score: -10813911.000000 Penalty: 5603.930176
	Iteration 84Q: 3 clusters Score -1.081391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 78345 members 
Entering Unmasked Estep 
Score: -10813908.000000 Penalty: 5603.930176
	Iteration 85Q: 3 clusters Score -1.081391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 78346 members 
Entering Unmasked Estep 
Score: -10813906.000000 Penalty: 5603.930176
	Iteration 86Q: 3 clusters Score -1.081391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 78346 members 
Entering Unmasked Estep 
Score: -10813906.000000 Penalty: 5603.930176
	Iteration 87F: 3 clusters Score -1.081391e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Entering Unmasked Estep 
Score: -96714.265625 Penalty: 1671.355469
	Iteration 0F: 2 clusters Score -96714.27 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 416 members 
Entering Unmasked Estep 
Score: -94890.882812 Penalty: 3342.710938
	Iteration 0F: 3 clusters Score -94890.88 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -95345.546875 Penalty: 3342.710938
	Iteration 1F: 3 clusters Score -95345.55 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -95855.914062 Penalty: 3342.710938
	Iteration 2F: 3 clusters Score -95855.91 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -96432.257812 Penalty: 3342.710938
	Iteration 3F: 3 clusters Score -96432.26 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -96945.093750 Penalty: 3342.710938
	Iteration 4F: 3 clusters Score -96945.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -97436.148438 Penalty: 3342.710938
	Iteration 5F: 3 clusters Score -97436.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -97553.695312 Penalty: 3342.710938
	Iteration 6Q: 3 clusters Score -97553.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -97609.117188 Penalty: 3342.710938
	Iteration 7Q: 3 clusters Score -97609.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -97636.320312 Penalty: 3342.710938
	Iteration 8Q: 3 clusters Score -97636.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -97676.632812 Penalty: 3342.710938
	Iteration 9Q: 3 clusters Score -97676.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -97707.265625 Penalty: 3342.710938
	Iteration 10Q: 3 clusters Score -97707.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -97772.312500 Penalty: 3342.710938
	Iteration 11Q: 3 clusters Score -97772.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -97851.140625 Penalty: 3342.710938
	Iteration 12Q: 3 clusters Score -97851.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -97932.476562 Penalty: 3342.710938
	Iteration 13Q: 3 clusters Score -97932.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -98029.484375 Penalty: 3342.710938
	Iteration 14Q: 3 clusters Score -98029.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -98195.398438 Penalty: 3342.710938
	Iteration 15Q: 3 clusters Score -98195.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -98644.210938 Penalty: 3342.710938
	Iteration 16Q: 3 clusters Score -98644.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -98832.765625 Penalty: 3342.710938
	Iteration 17Q: 3 clusters Score -98832.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -98867.523438 Penalty: 3342.710938
	Iteration 18F: 3 clusters Score -98867.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -99156.718750 Penalty: 3342.710938
	Iteration 19Q: 3 clusters Score -99156.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -99583.328125 Penalty: 3342.710938
	Iteration 20F: 3 clusters Score -99583.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 167749 members 
Mstep: Class 5 contains 158594 members 
Mstep: Class 6 contains 160023 members 
Mstep: Class 7 contains 161034 members 
Mstep: Class 8 contains 2872 members 
Mstep: Class 9 contains 3978 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 7576 members 
Mstep: Class 12 contains 26465 members 
Mstep: Class 13 contains 82548 members 
Mstep: Class 14 contains 115110 members 
Mstep: Class 15 contains 80680 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 92292 members 
Mstep: Class 18 contains 151099 members 
Mstep: Class 19 contains 157058 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 318 members 
Mstep: Class 22 contains 476 members 
Entering Unmasked Estep 
Score: -180460640.000000 Penalty: 77136.718750
Splitting cluster 16 changes total score from -180458800.000000 to -180460640.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 17 (92292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92292 members 
Entering Unmasked Estep 
Score: -11957204.000000 Penalty: 2835.312744
	Iteration 0F: 2 clusters Score -1.19572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -11895717.000000 Penalty: 5670.625488
	Iteration 0F: 3 clusters Score -1.189572e+07 nChanged 43447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -11920402.000000 Penalty: 5670.625488
	Iteration 1F: 3 clusters Score -1.19204e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -11921037.000000 Penalty: 5670.625488
	Iteration 2Q: 3 clusters Score -1.192104e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -11921912.000000 Penalty: 5670.625488
	Iteration 3Q: 3 clusters Score -1.192191e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -11923262.000000 Penalty: 5670.625488
	Iteration 4Q: 3 clusters Score -1.192326e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -11925521.000000 Penalty: 5670.625488
	Iteration 5F: 3 clusters Score -1.192552e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58746 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -11929666.000000 Penalty: 5670.625488
	Iteration 6F: 3 clusters Score -1.192967e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64083 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -11934896.000000 Penalty: 5670.625488
	Iteration 7F: 3 clusters Score -1.19349e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69519 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -11939865.000000 Penalty: 5670.625488
	Iteration 8F: 3 clusters Score -1.193986e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74276 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -11943789.000000 Penalty: 5670.625488
	Iteration 9F: 3 clusters Score -1.194379e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78332 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -11946694.000000 Penalty: 5670.625488
	Iteration 10Q: 3 clusters Score -1.194669e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81779 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -11948919.000000 Penalty: 5670.625488
	Iteration 11Q: 3 clusters Score -1.194892e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84682 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -11950781.000000 Penalty: 5670.625488
	Iteration 12Q: 3 clusters Score -1.195078e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86898 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -11952172.000000 Penalty: 5670.625488
	Iteration 13Q: 3 clusters Score -1.195217e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88592 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -11953167.000000 Penalty: 5670.625488
	Iteration 14Q: 3 clusters Score -1.195317e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89796 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -11953921.000000 Penalty: 5670.625488
	Iteration 15Q: 3 clusters Score -1.195392e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90574 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -11954384.000000 Penalty: 5670.625488
	Iteration 16Q: 3 clusters Score -1.195438e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90994 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -11954551.000000 Penalty: 5670.625488
	Iteration 17Q: 3 clusters Score -1.195455e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91241 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -11954694.000000 Penalty: 5670.625488
	Iteration 18Q: 3 clusters Score -1.195469e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91368 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -11954761.000000 Penalty: 5670.625488
	Iteration 19Q: 3 clusters Score -1.195476e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91451 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -11954784.000000 Penalty: 5670.625488
	Iteration 20F: 3 clusters Score -1.195478e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91499 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -11954834.000000 Penalty: 5670.625488
	Iteration 21Q: 3 clusters Score -1.195483e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91542 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -11954864.000000 Penalty: 5670.625488
	Iteration 22Q: 3 clusters Score -1.195486e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91577 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -11954875.000000 Penalty: 5670.625488
	Iteration 23Q: 3 clusters Score -1.195488e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91602 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -11954892.000000 Penalty: 5670.625488
	Iteration 24Q: 3 clusters Score -1.195489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91616 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -11954894.000000 Penalty: 5670.625488
	Iteration 25Q: 3 clusters Score -1.195489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91628 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -11954900.000000 Penalty: 5670.625488
	Iteration 26Q: 3 clusters Score -1.19549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91641 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -11954897.000000 Penalty: 5670.625488
	Iteration 27Q: 3 clusters Score -1.19549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91646 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -11954907.000000 Penalty: 5670.625488
	Iteration 28Q: 3 clusters Score -1.195491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91649 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -11954911.000000 Penalty: 5670.625488
	Iteration 29Q: 3 clusters Score -1.195491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91653 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -11954908.000000 Penalty: 5670.625488
	Iteration 30Q: 3 clusters Score -1.195491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91659 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11954903.000000 Penalty: 5670.625488
	Iteration 31Q: 3 clusters Score -1.19549e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91665 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -11954913.000000 Penalty: 5670.625488
	Iteration 32Q: 3 clusters Score -1.195491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91674 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -11954925.000000 Penalty: 5670.625488
	Iteration 33Q: 3 clusters Score -1.195492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91685 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -11954921.000000 Penalty: 5670.625488
	Iteration 34Q: 3 clusters Score -1.195492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91690 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -11954933.000000 Penalty: 5670.625488
	Iteration 35Q: 3 clusters Score -1.195493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91696 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -11954925.000000 Penalty: 5670.625488
	Iteration 36Q: 3 clusters Score -1.195492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91697 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -11954933.000000 Penalty: 5670.625488
	Iteration 37Q: 3 clusters Score -1.195493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91699 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -11954931.000000 Penalty: 5670.625488
	Iteration 38Q: 3 clusters Score -1.195493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91698 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11954936.000000 Penalty: 5670.625488
	Iteration 39Q: 3 clusters Score -1.195494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91698 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11954936.000000 Penalty: 5670.625488
	Iteration 40F: 3 clusters Score -1.195494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (157058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157058 members 
Entering Unmasked Estep 
Score: -21317542.000000 Penalty: 2967.164062
	Iteration 0F: 2 clusters Score -2.131754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78488 members 
Mstep: Class 2 contains 78570 members 
Entering Unmasked Estep 
Score: -21214192.000000 Penalty: 5934.328125
	Iteration 0F: 3 clusters Score -2.121419e+07 nChanged 75065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77731 members 
Mstep: Class 2 contains 79327 members 
Entering Unmasked Estep 
Score: -21257194.000000 Penalty: 5934.328125
	Iteration 1F: 3 clusters Score -2.125719e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77268 members 
Mstep: Class 2 contains 79790 members 
Entering Unmasked Estep 
Score: -21257926.000000 Penalty: 5934.328125
	Iteration 2Q: 3 clusters Score -2.125793e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76628 members 
Mstep: Class 2 contains 80430 members 
Entering Unmasked Estep 
Score: -21258820.000000 Penalty: 5934.328125
	Iteration 3Q: 3 clusters Score -2.125882e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75554 members 
Mstep: Class 2 contains 81504 members 
Entering Unmasked Estep 
Score: -21259662.000000 Penalty: 5934.328125
	Iteration 4Q: 3 clusters Score -2.125966e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73919 members 
Mstep: Class 2 contains 83139 members 
Entering Unmasked Estep 
Score: -21260564.000000 Penalty: 5934.328125
	Iteration 5Q: 3 clusters Score -2.126056e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71392 members 
Mstep: Class 2 contains 85666 members 
Entering Unmasked Estep 
Score: -21261904.000000 Penalty: 5934.328125
	Iteration 6Q: 3 clusters Score -2.12619e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67619 members 
Mstep: Class 2 contains 89439 members 
Entering Unmasked Estep 
Score: -21263986.000000 Penalty: 5934.328125
	Iteration 7Q: 3 clusters Score -2.126399e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62196 members 
Mstep: Class 2 contains 94862 members 
Entering Unmasked Estep 
Score: -21266654.000000 Penalty: 5934.328125
	Iteration 8Q: 3 clusters Score -2.126665e+07 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 102399 members 
Entering Unmasked Estep 
Score: -21271330.000000 Penalty: 5934.328125
	Iteration 9F: 3 clusters Score -2.127133e+07 nChanged 10446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 112133 members 
Entering Unmasked Estep 
Score: -21277814.000000 Penalty: 5934.328125
	Iteration 10F: 3 clusters Score -2.127781e+07 nChanged 11687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 123592 members 
Entering Unmasked Estep 
Score: -21286632.000000 Penalty: 5934.328125
	Iteration 11F: 3 clusters Score -2.128663e+07 nChanged 11660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 135190 members 
Entering Unmasked Estep 
Score: -21296492.000000 Penalty: 5934.328125
	Iteration 12F: 3 clusters Score -2.129649e+07 nChanged 9743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 144907 members 
Entering Unmasked Estep 
Score: -21305194.000000 Penalty: 5934.328125
	Iteration 13F: 3 clusters Score -2.130519e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 151270 members 
Entering Unmasked Estep 
Score: -21310678.000000 Penalty: 5934.328125
	Iteration 14Q: 3 clusters Score -2.131068e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 154481 members 
Entering Unmasked Estep 
Score: -21313280.000000 Penalty: 5934.328125
	Iteration 15Q: 3 clusters Score -2.131328e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 155809 members 
Entering Unmasked Estep 
Score: -21314146.000000 Penalty: 5934.328125
	Iteration 16Q: 3 clusters Score -2.131415e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 156332 members 
Entering Unmasked Estep 
Score: -21314580.000000 Penalty: 5934.328125
	Iteration 17Q: 3 clusters Score -2.131458e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 156535 members 
Entering Unmasked Estep 
Score: -21314772.000000 Penalty: 5934.328125
	Iteration 18Q: 3 clusters Score -2.131477e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 156628 members 
Entering Unmasked Estep 
Score: -21314854.000000 Penalty: 5934.328125
	Iteration 19Q: 3 clusters Score -2.131485e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 156670 members 
Entering Unmasked Estep 
Score: -21314888.000000 Penalty: 5934.328125
	Iteration 20F: 3 clusters Score -2.131489e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 156695 members 
Entering Unmasked Estep 
Score: -21314918.000000 Penalty: 5934.328125
	Iteration 21Q: 3 clusters Score -2.131492e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 156708 members 
Entering Unmasked Estep 
Score: -21314944.000000 Penalty: 5934.328125
	Iteration 22Q: 3 clusters Score -2.131494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 156717 members 
Entering Unmasked Estep 
Score: -21314940.000000 Penalty: 5934.328125
	Iteration 23Q: 3 clusters Score -2.131494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 156719 members 
Entering Unmasked Estep 
Score: -21314928.000000 Penalty: 5934.328125
	Iteration 24Q: 3 clusters Score -2.131493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 156722 members 
Entering Unmasked Estep 
Score: -21314934.000000 Penalty: 5934.328125
	Iteration 25Q: 3 clusters Score -2.131493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 156723 members 
Entering Unmasked Estep 
Score: -21314938.000000 Penalty: 5934.328125
	Iteration 26Q: 3 clusters Score -2.131494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 156723 members 
Entering Unmasked Estep 
Score: -21314938.000000 Penalty: 5934.328125
	Iteration 27F: 3 clusters Score -2.131494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Entering Unmasked Estep 
Score: -361762.093750 Penalty: 1943.027466
	Iteration 0F: 2 clusters Score -361762.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -358797.375000 Penalty: 3886.054932
	Iteration 0F: 3 clusters Score -358797.4 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -359327.562500 Penalty: 3886.054932
	Iteration 1F: 3 clusters Score -359327.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -359457.625000 Penalty: 3886.054932
	Iteration 2F: 3 clusters Score -359457.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -359532.875000 Penalty: 3886.054932
	Iteration 3Q: 3 clusters Score -359532.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -359585.187500 Penalty: 3886.054932
	Iteration 4Q: 3 clusters Score -359585.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -359624.781250 Penalty: 3886.054932
	Iteration 5Q: 3 clusters Score -359624.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -359651.937500 Penalty: 3886.054932
	Iteration 6Q: 3 clusters Score -359651.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -359671.000000 Penalty: 3886.054932
	Iteration 7Q: 3 clusters Score -359671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -359683.687500 Penalty: 3886.054932
	Iteration 8Q: 3 clusters Score -359683.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -359691.718750 Penalty: 3886.054932
	Iteration 9Q: 3 clusters Score -359691.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -359698.750000 Penalty: 3886.054932
	Iteration 10Q: 3 clusters Score -359698.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -359704.875000 Penalty: 3886.054932
	Iteration 11Q: 3 clusters Score -359704.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -359710.062500 Penalty: 3886.054932
	Iteration 12Q: 3 clusters Score -359710.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -359716.718750 Penalty: 3886.054932
	Iteration 13Q: 3 clusters Score -359716.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -359718.406250 Penalty: 3886.054932
	Iteration 14Q: 3 clusters Score -359718.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -359720.375000 Penalty: 3886.054932
	Iteration 15Q: 3 clusters Score -359720.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -359724.125000 Penalty: 3886.054932
	Iteration 16Q: 3 clusters Score -359724.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -359726.593750 Penalty: 3886.054932
	Iteration 17Q: 3 clusters Score -359726.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -359727.593750 Penalty: 3886.054932
	Iteration 18Q: 3 clusters Score -359727.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -359730.843750 Penalty: 3886.054932
	Iteration 19Q: 3 clusters Score -359730.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -359732.812500 Penalty: 3886.054932
	Iteration 20F: 3 clusters Score -359732.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -359736.312500 Penalty: 3886.054932
	Iteration 21Q: 3 clusters Score -359736.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -359737.687500 Penalty: 3886.054932
	Iteration 22Q: 3 clusters Score -359737.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -359739.968750 Penalty: 3886.054932
	Iteration 23Q: 3 clusters Score -359740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -359742.375000 Penalty: 3886.054932
	Iteration 24Q: 3 clusters Score -359742.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -359744.750000 Penalty: 3886.054932
	Iteration 25Q: 3 clusters Score -359744.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -359747.750000 Penalty: 3886.054932
	Iteration 26Q: 3 clusters Score -359747.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -359749.625000 Penalty: 3886.054932
	Iteration 27Q: 3 clusters Score -359749.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -359751.406250 Penalty: 3886.054932
	Iteration 28Q: 3 clusters Score -359751.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -359751.906250 Penalty: 3886.054932
	Iteration 29Q: 3 clusters Score -359751.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -359752.031250 Penalty: 3886.054932
	Iteration 30Q: 3 clusters Score -359752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -359752.031250 Penalty: 3886.054932
	Iteration 31F: 3 clusters Score -359752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -31943.873047 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -31943.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30729.861328 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -30729.86 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31043.847656 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -31043.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31190.019531 Penalty: 2857.977539
	Iteration 2F: 3 clusters Score -31190.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -31310.478516 Penalty: 2857.977539
	Iteration 3Q: 3 clusters Score -31310.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31353.513672 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -31353.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31376.865234 Penalty: 2857.977539
	Iteration 5Q: 3 clusters Score -31376.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31392.003906 Penalty: 2857.977539
	Iteration 6Q: 3 clusters Score -31392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31414.394531 Penalty: 2857.977539
	Iteration 7Q: 3 clusters Score -31414.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31429.316406 Penalty: 2857.977539
	Iteration 8Q: 3 clusters Score -31429.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31474.976562 Penalty: 2857.977539
	Iteration 9Q: 3 clusters Score -31474.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31574.541016 Penalty: 2857.977539
	Iteration 10Q: 3 clusters Score -31574.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31745.966797 Penalty: 2857.977539
	Iteration 11Q: 3 clusters Score -31745.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31759.767578 Penalty: 2857.977539
	Iteration 12Q: 3 clusters Score -31759.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31790.001953 Penalty: 2857.977539
	Iteration 13Q: 3 clusters Score -31790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31832.048828 Penalty: 2857.977539
	Iteration 14Q: 3 clusters Score -31832.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31895.994141 Penalty: 2857.977539
	Iteration 15Q: 3 clusters Score -31895.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31969.683594 Penalty: 2857.977539
	Iteration 16Q: 3 clusters Score -31969.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31991.796875 Penalty: 2857.977539
	Iteration 17Q: 3 clusters Score -31991.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32071.814453 Penalty: 2857.977539
	Iteration 18Q: 3 clusters Score -32071.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32178.216797 Penalty: 2857.977539
	Iteration 19Q: 3 clusters Score -32178.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32281.123047 Penalty: 2857.977539
	Iteration 20F: 3 clusters Score -32281.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32302.490234 Penalty: 2857.977539
	Iteration 21Q: 3 clusters Score -32302.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -32354.576172 Penalty: 2857.977539
	Iteration 22Q: 3 clusters Score -32354.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32433.525391 Penalty: 2857.977539
	Iteration 23Q: 3 clusters Score -32433.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32433.525391 Penalty: 2857.977539
	Iteration 24F: 3 clusters Score -32433.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 167749 members 
Mstep: Class 5 contains 158594 members 
Mstep: Class 6 contains 160023 members 
Mstep: Class 7 contains 161034 members 
Mstep: Class 8 contains 2872 members 
Mstep: Class 9 contains 3978 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 7576 members 
Mstep: Class 12 contains 26465 members 
Mstep: Class 13 contains 82548 members 
Mstep: Class 14 contains 115110 members 
Mstep: Class 15 contains 80680 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 92292 members 
Mstep: Class 18 contains 151099 members 
Mstep: Class 19 contains 157058 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 146 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 172 members 
Entering Unmasked Estep 
Score: -180459312.000000 Penalty: 80642.937500
Splitting cluster 21 changes total score from -180458800.000000 to -180459312.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1228 members 
Mstep: Class 3 contains 1377 members 
Mstep: Class 4 contains 167749 members 
Mstep: Class 5 contains 158594 members 
Mstep: Class 6 contains 160023 members 
Mstep: Class 7 contains 161034 members 
Mstep: Class 8 contains 2872 members 
Mstep: Class 9 contains 3978 members 
Mstep: Class 10 contains 6365 members 
Mstep: Class 11 contains 7576 members 
Mstep: Class 12 contains 26465 members 
Mstep: Class 13 contains 82548 members 
Mstep: Class 14 contains 115110 members 
Mstep: Class 15 contains 80680 members 
Mstep: Class 16 contains 369 members 
Mstep: Class 17 contains 92292 members 
Mstep: Class 19 contains 157058 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460096.000000 Penalty: 80642.937500
Iteration 119Q: 24 clusters Score -1.804601e+08 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1223 members 
Mstep: Class 3 contains 1345 members 
Mstep: Class 4 contains 167785 members 
Mstep: Class 5 contains 158691 members 
Mstep: Class 6 contains 160156 members 
Mstep: Class 7 contains 161121 members 
Mstep: Class 8 contains 2872 members 
Mstep: Class 9 contains 4016 members 
Mstep: Class 10 contains 6392 members 
Mstep: Class 11 contains 7580 members 
Mstep: Class 12 contains 26553 members 
Mstep: Class 13 contains 82467 members 
Mstep: Class 14 contains 116033 members 
Mstep: Class 15 contains 80428 members 
Mstep: Class 16 contains 374 members 
Mstep: Class 17 contains 92337 members 
Mstep: Class 18 contains 149762 members 
Mstep: Class 19 contains 157282 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 146 members 
Mstep: Class 22 contains 476 members 
Mstep: Class 23 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460848.000000 Penalty: 80642.937500
Iteration 120F: 24 clusters Score -1.804608e+08 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1221 members 
Mstep: Class 3 contains 1337 members 
Mstep: Class 4 contains 167672 members 
Mstep: Class 5 contains 158547 members 
Mstep: Class 6 contains 159982 members 
Mstep: Class 7 contains 160947 members 
Mstep: Class 8 contains 2872 members 
Mstep: Class 9 contains 4025 members 
Mstep: Class 10 contains 6417 members 
Mstep: Class 11 contains 7587 members 
Mstep: Class 12 contains 26617 members 
Mstep: Class 13 contains 82213 members 
Mstep: Class 14 contains 116528 members 
Mstep: Class 15 contains 79847 members 
Mstep: Class 16 contains 375 members 
Mstep: Class 17 contains 92292 members 
Mstep: Class 18 contains 150530 members 
Mstep: Class 19 contains 157401 members 
Mstep: Class 20 contains 2533 members 
Mstep: Class 21 contains 152 members 
Mstep: Class 22 contains 477 members 
Mstep: Class 23 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180461856.000000 Penalty: 80642.937500
Iteration 121Q: 24 clusters Score -1.804619e+08 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 1336 members 
Mstep: Class 4 contains 167517 members 
Mstep: Class 5 contains 158446 members 
Mstep: Class 6 contains 159815 members 
Mstep: Class 7 contains 160749 members 
Mstep: Class 8 contains 2873 members 
Mstep: Class 9 contains 4042 members 
Mstep: Class 10 contains 6439 members 
Mstep: Class 11 contains 7589 members 
Mstep: Class 12 contains 26677 members 
Mstep: Class 13 contains 82000 members 
Mstep: Class 14 contains 117292 members 
Mstep: Class 15 contains 79282 members 
Mstep: Class 16 contains 376 members 
Mstep: Class 17 contains 92259 members 
Mstep: Class 18 contains 151030 members 
Mstep: Class 19 contains 157472 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 149 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180461456.000000 Penalty: 80642.937500
Iteration 122Q: 24 clusters Score -1.804615e+08 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1218 members 
Mstep: Class 3 contains 1338 members 
Mstep: Class 4 contains 167364 members 
Mstep: Class 5 contains 158285 members 
Mstep: Class 6 contains 159636 members 
Mstep: Class 7 contains 160604 members 
Mstep: Class 8 contains 2872 members 
Mstep: Class 9 contains 4055 members 
Mstep: Class 10 contains 6469 members 
Mstep: Class 11 contains 7594 members 
Mstep: Class 12 contains 26726 members 
Mstep: Class 13 contains 81793 members 
Mstep: Class 14 contains 118104 members 
Mstep: Class 15 contains 78740 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 92262 members 
Mstep: Class 18 contains 151459 members 
Mstep: Class 19 contains 157514 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 148 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180461008.000000 Penalty: 80642.937500
Iteration 123Q: 24 clusters Score -1.80461e+08 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1216 members 
Mstep: Class 3 contains 1337 members 
Mstep: Class 4 contains 167224 members 
Mstep: Class 5 contains 158092 members 
Mstep: Class 6 contains 159492 members 
Mstep: Class 7 contains 160402 members 
Mstep: Class 8 contains 2871 members 
Mstep: Class 9 contains 4096 members 
Mstep: Class 10 contains 6502 members 
Mstep: Class 11 contains 7595 members 
Mstep: Class 12 contains 26778 members 
Mstep: Class 13 contains 81572 members 
Mstep: Class 14 contains 119072 members 
Mstep: Class 15 contains 78190 members 
Mstep: Class 16 contains 380 members 
Mstep: Class 17 contains 92280 members 
Mstep: Class 18 contains 151818 members 
Mstep: Class 19 contains 157482 members 
Mstep: Class 20 contains 2548 members 
Mstep: Class 21 contains 148 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180461040.000000 Penalty: 80642.937500
Iteration 124Q: 24 clusters Score -1.80461e+08 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1214 members 
Mstep: Class 3 contains 1339 members 
Mstep: Class 4 contains 167061 members 
Mstep: Class 5 contains 157911 members 
Mstep: Class 6 contains 159339 members 
Mstep: Class 7 contains 160227 members 
Mstep: Class 8 contains 2873 members 
Mstep: Class 9 contains 4134 members 
Mstep: Class 10 contains 6523 members 
Mstep: Class 11 contains 7598 members 
Mstep: Class 12 contains 26808 members 
Mstep: Class 13 contains 81383 members 
Mstep: Class 14 contains 120106 members 
Mstep: Class 15 contains 77685 members 
Mstep: Class 16 contains 383 members 
Mstep: Class 17 contains 92305 members 
Mstep: Class 18 contains 152175 members 
Mstep: Class 19 contains 157329 members 
Mstep: Class 20 contains 2554 members 
Mstep: Class 21 contains 148 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180461024.000000 Penalty: 80642.937500
Iteration 125Q: 24 clusters Score -1.80461e+08 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1212 members 
Mstep: Class 3 contains 1339 members 
Mstep: Class 4 contains 166953 members 
Mstep: Class 5 contains 157731 members 
Mstep: Class 6 contains 159209 members 
Mstep: Class 7 contains 160067 members 
Mstep: Class 8 contains 2874 members 
Mstep: Class 9 contains 4176 members 
Mstep: Class 10 contains 6557 members 
Mstep: Class 11 contains 7600 members 
Mstep: Class 12 contains 26863 members 
Mstep: Class 13 contains 81169 members 
Mstep: Class 14 contains 121113 members 
Mstep: Class 15 contains 77171 members 
Mstep: Class 16 contains 385 members 
Mstep: Class 17 contains 92342 members 
Mstep: Class 18 contains 152535 members 
Mstep: Class 19 contains 157094 members 
Mstep: Class 20 contains 2558 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180461184.000000 Penalty: 80642.937500
Iteration 126Q: 24 clusters Score -1.804612e+08 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 1339 members 
Mstep: Class 4 contains 166870 members 
Mstep: Class 5 contains 157576 members 
Mstep: Class 6 contains 159137 members 
Mstep: Class 7 contains 159921 members 
Mstep: Class 8 contains 2875 members 
Mstep: Class 9 contains 4217 members 
Mstep: Class 10 contains 6579 members 
Mstep: Class 11 contains 7605 members 
Mstep: Class 12 contains 26905 members 
Mstep: Class 13 contains 80963 members 
Mstep: Class 14 contains 122100 members 
Mstep: Class 15 contains 76728 members 
Mstep: Class 16 contains 386 members 
Mstep: Class 17 contains 92355 members 
Mstep: Class 18 contains 152852 members 
Mstep: Class 19 contains 156757 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180461408.000000 Penalty: 80642.937500
Iteration 127Q: 24 clusters Score -1.804614e+08 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 1344 members 
Mstep: Class 4 contains 166803 members 
Mstep: Class 5 contains 157434 members 
Mstep: Class 6 contains 159040 members 
Mstep: Class 7 contains 159793 members 
Mstep: Class 8 contains 2875 members 
Mstep: Class 9 contains 4261 members 
Mstep: Class 10 contains 6599 members 
Mstep: Class 11 contains 7610 members 
Mstep: Class 12 contains 26958 members 
Mstep: Class 13 contains 80747 members 
Mstep: Class 14 contains 123064 members 
Mstep: Class 15 contains 76296 members 
Mstep: Class 16 contains 387 members 
Mstep: Class 17 contains 92363 members 
Mstep: Class 18 contains 153121 members 
Mstep: Class 19 contains 156462 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180461840.000000 Penalty: 80642.937500
Iteration 128Q: 24 clusters Score -1.804618e+08 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1344 members 
Mstep: Class 4 contains 166723 members 
Mstep: Class 5 contains 157285 members 
Mstep: Class 6 contains 158987 members 
Mstep: Class 7 contains 159740 members 
Mstep: Class 8 contains 2877 members 
Mstep: Class 9 contains 4303 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 7618 members 
Mstep: Class 12 contains 27012 members 
Mstep: Class 13 contains 80509 members 
Mstep: Class 14 contains 123998 members 
Mstep: Class 15 contains 75865 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92370 members 
Mstep: Class 18 contains 153383 members 
Mstep: Class 19 contains 156136 members 
Mstep: Class 20 contains 2579 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462272.000000 Penalty: 80642.937500
Iteration 129Q: 24 clusters Score -1.804623e+08 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1344 members 
Mstep: Class 4 contains 166654 members 
Mstep: Class 5 contains 157172 members 
Mstep: Class 6 contains 158903 members 
Mstep: Class 7 contains 159689 members 
Mstep: Class 8 contains 2880 members 
Mstep: Class 9 contains 4342 members 
Mstep: Class 10 contains 6649 members 
Mstep: Class 11 contains 7628 members 
Mstep: Class 12 contains 27060 members 
Mstep: Class 13 contains 80274 members 
Mstep: Class 14 contains 124946 members 
Mstep: Class 15 contains 75417 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92363 members 
Mstep: Class 18 contains 153641 members 
Mstep: Class 19 contains 155808 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462288.000000 Penalty: 80642.937500
Iteration 130Q: 24 clusters Score -1.804623e+08 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1347 members 
Mstep: Class 4 contains 166593 members 
Mstep: Class 5 contains 157058 members 
Mstep: Class 6 contains 158803 members 
Mstep: Class 7 contains 159671 members 
Mstep: Class 8 contains 2879 members 
Mstep: Class 9 contains 4389 members 
Mstep: Class 10 contains 6681 members 
Mstep: Class 11 contains 7638 members 
Mstep: Class 12 contains 27097 members 
Mstep: Class 13 contains 80037 members 
Mstep: Class 14 contains 125893 members 
Mstep: Class 15 contains 74955 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92368 members 
Mstep: Class 18 contains 153875 members 
Mstep: Class 19 contains 155466 members 
Mstep: Class 20 contains 2601 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180461632.000000 Penalty: 80642.937500
Iteration 131Q: 24 clusters Score -1.804616e+08 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1347 members 
Mstep: Class 4 contains 166471 members 
Mstep: Class 5 contains 156942 members 
Mstep: Class 6 contains 158693 members 
Mstep: Class 7 contains 159651 members 
Mstep: Class 8 contains 2880 members 
Mstep: Class 9 contains 4438 members 
Mstep: Class 10 contains 6713 members 
Mstep: Class 11 contains 7650 members 
Mstep: Class 12 contains 27137 members 
Mstep: Class 13 contains 79811 members 
Mstep: Class 14 contains 126832 members 
Mstep: Class 15 contains 74459 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92366 members 
Mstep: Class 18 contains 154135 members 
Mstep: Class 19 contains 155210 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180461200.000000 Penalty: 80642.937500
Iteration 132Q: 24 clusters Score -1.804612e+08 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 166340 members 
Mstep: Class 5 contains 156781 members 
Mstep: Class 6 contains 158590 members 
Mstep: Class 7 contains 159619 members 
Mstep: Class 8 contains 2880 members 
Mstep: Class 9 contains 4495 members 
Mstep: Class 10 contains 6745 members 
Mstep: Class 11 contains 7657 members 
Mstep: Class 12 contains 27173 members 
Mstep: Class 13 contains 79597 members 
Mstep: Class 14 contains 127773 members 
Mstep: Class 15 contains 73931 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92384 members 
Mstep: Class 18 contains 154455 members 
Mstep: Class 19 contains 154956 members 
Mstep: Class 20 contains 2627 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180461632.000000 Penalty: 80642.937500
Iteration 133Q: 24 clusters Score -1.804616e+08 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 166219 members 
Mstep: Class 5 contains 156535 members 
Mstep: Class 6 contains 158533 members 
Mstep: Class 7 contains 159608 members 
Mstep: Class 8 contains 2879 members 
Mstep: Class 9 contains 4555 members 
Mstep: Class 10 contains 6788 members 
Mstep: Class 11 contains 7663 members 
Mstep: Class 12 contains 27209 members 
Mstep: Class 13 contains 79382 members 
Mstep: Class 14 contains 128758 members 
Mstep: Class 15 contains 73370 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92392 members 
Mstep: Class 18 contains 154735 members 
Mstep: Class 19 contains 154749 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462096.000000 Penalty: 80642.937500
Iteration 134Q: 24 clusters Score -1.804621e+08 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1345 members 
Mstep: Class 4 contains 166070 members 
Mstep: Class 5 contains 156345 members 
Mstep: Class 6 contains 158451 members 
Mstep: Class 7 contains 159524 members 
Mstep: Class 8 contains 2879 members 
Mstep: Class 9 contains 4623 members 
Mstep: Class 10 contains 6836 members 
Mstep: Class 11 contains 7671 members 
Mstep: Class 12 contains 27248 members 
Mstep: Class 13 contains 79122 members 
Mstep: Class 14 contains 129674 members 
Mstep: Class 15 contains 72801 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92403 members 
Mstep: Class 18 contains 155100 members 
Mstep: Class 19 contains 154634 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462384.000000 Penalty: 80642.937500
Iteration 135Q: 24 clusters Score -1.804624e+08 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1343 members 
Mstep: Class 4 contains 165902 members 
Mstep: Class 5 contains 156169 members 
Mstep: Class 6 contains 158383 members 
Mstep: Class 7 contains 159429 members 
Mstep: Class 8 contains 2879 members 
Mstep: Class 9 contains 4694 members 
Mstep: Class 10 contains 6890 members 
Mstep: Class 11 contains 7678 members 
Mstep: Class 12 contains 27279 members 
Mstep: Class 13 contains 78850 members 
Mstep: Class 14 contains 130564 members 
Mstep: Class 15 contains 72249 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92412 members 
Mstep: Class 18 contains 155462 members 
Mstep: Class 19 contains 154547 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462704.000000 Penalty: 80642.937500
Iteration 136Q: 24 clusters Score -1.804627e+08 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1344 members 
Mstep: Class 4 contains 165737 members 
Mstep: Class 5 contains 155988 members 
Mstep: Class 6 contains 158325 members 
Mstep: Class 7 contains 159354 members 
Mstep: Class 8 contains 2879 members 
Mstep: Class 9 contains 4761 members 
Mstep: Class 10 contains 6946 members 
Mstep: Class 11 contains 7689 members 
Mstep: Class 12 contains 27285 members 
Mstep: Class 13 contains 78598 members 
Mstep: Class 14 contains 131477 members 
Mstep: Class 15 contains 71679 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92431 members 
Mstep: Class 18 contains 155779 members 
Mstep: Class 19 contains 154458 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180463136.000000 Penalty: 80642.937500
Iteration 137Q: 24 clusters Score -1.804631e+08 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1348 members 
Mstep: Class 4 contains 165599 members 
Mstep: Class 5 contains 155780 members 
Mstep: Class 6 contains 158207 members 
Mstep: Class 7 contains 159267 members 
Mstep: Class 8 contains 2879 members 
Mstep: Class 9 contains 4839 members 
Mstep: Class 10 contains 7008 members 
Mstep: Class 11 contains 7696 members 
Mstep: Class 12 contains 27303 members 
Mstep: Class 13 contains 78350 members 
Mstep: Class 14 contains 132377 members 
Mstep: Class 15 contains 71155 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92447 members 
Mstep: Class 18 contains 156096 members 
Mstep: Class 19 contains 154380 members 
Mstep: Class 20 contains 2620 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180463072.000000 Penalty: 80642.937500
Iteration 138Q: 24 clusters Score -1.804631e+08 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1351 members 
Mstep: Class 4 contains 165473 members 
Mstep: Class 5 contains 155612 members 
Mstep: Class 6 contains 158069 members 
Mstep: Class 7 contains 159173 members 
Mstep: Class 8 contains 2878 members 
Mstep: Class 9 contains 4924 members 
Mstep: Class 10 contains 7073 members 
Mstep: Class 11 contains 7706 members 
Mstep: Class 12 contains 27337 members 
Mstep: Class 13 contains 78120 members 
Mstep: Class 14 contains 133230 members 
Mstep: Class 15 contains 70645 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92458 members 
Mstep: Class 18 contains 156374 members 
Mstep: Class 19 contains 154305 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180463264.000000 Penalty: 80642.937500
Iteration 139Q: 24 clusters Score -1.804633e+08 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1354 members 
Mstep: Class 4 contains 165351 members 
Mstep: Class 5 contains 155410 members 
Mstep: Class 6 contains 157929 members 
Mstep: Class 7 contains 159061 members 
Mstep: Class 8 contains 2877 members 
Mstep: Class 9 contains 5017 members 
Mstep: Class 10 contains 7141 members 
Mstep: Class 11 contains 7720 members 
Mstep: Class 12 contains 27358 members 
Mstep: Class 13 contains 77899 members 
Mstep: Class 14 contains 134110 members 
Mstep: Class 15 contains 70161 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92451 members 
Mstep: Class 18 contains 156658 members 
Mstep: Class 19 contains 154223 members 
Mstep: Class 20 contains 2631 members 
Mstep: Class 21 contains 147 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180463968.000000 Penalty: 80642.937500
Iteration 140F: 24 clusters Score -1.80464e+08 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1355 members 
Mstep: Class 4 contains 165250 members 
Mstep: Class 5 contains 155218 members 
Mstep: Class 6 contains 157747 members 
Mstep: Class 7 contains 158947 members 
Mstep: Class 8 contains 2878 members 
Mstep: Class 9 contains 5097 members 
Mstep: Class 10 contains 7196 members 
Mstep: Class 11 contains 7727 members 
Mstep: Class 12 contains 27367 members 
Mstep: Class 13 contains 77702 members 
Mstep: Class 14 contains 134983 members 
Mstep: Class 15 contains 69678 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92454 members 
Mstep: Class 18 contains 156950 members 
Mstep: Class 19 contains 154159 members 
Mstep: Class 20 contains 2643 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180463968.000000 Penalty: 80642.937500
Iteration 141Q: 24 clusters Score -1.80464e+08 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1357 members 
Mstep: Class 4 contains 165151 members 
Mstep: Class 5 contains 154973 members 
Mstep: Class 6 contains 157548 members 
Mstep: Class 7 contains 158885 members 
Mstep: Class 8 contains 2876 members 
Mstep: Class 9 contains 5171 members 
Mstep: Class 10 contains 7248 members 
Mstep: Class 11 contains 7732 members 
Mstep: Class 12 contains 27396 members 
Mstep: Class 13 contains 77488 members 
Mstep: Class 14 contains 135824 members 
Mstep: Class 15 contains 69194 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92452 members 
Mstep: Class 18 contains 157250 members 
Mstep: Class 19 contains 154154 members 
Mstep: Class 20 contains 2652 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464160.000000 Penalty: 80642.937500
Iteration 142Q: 24 clusters Score -1.804642e+08 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1357 members 
Mstep: Class 4 contains 165051 members 
Mstep: Class 5 contains 154708 members 
Mstep: Class 6 contains 157376 members 
Mstep: Class 7 contains 158845 members 
Mstep: Class 8 contains 2871 members 
Mstep: Class 9 contains 5250 members 
Mstep: Class 10 contains 7293 members 
Mstep: Class 11 contains 7736 members 
Mstep: Class 12 contains 27418 members 
Mstep: Class 13 contains 77253 members 
Mstep: Class 14 contains 136690 members 
Mstep: Class 15 contains 68709 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92447 members 
Mstep: Class 18 contains 157550 members 
Mstep: Class 19 contains 154136 members 
Mstep: Class 20 contains 2661 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464704.000000 Penalty: 80642.937500
Iteration 143Q: 24 clusters Score -1.804647e+08 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1357 members 
Mstep: Class 4 contains 164927 members 
Mstep: Class 5 contains 154502 members 
Mstep: Class 6 contains 157186 members 
Mstep: Class 7 contains 158820 members 
Mstep: Class 8 contains 2870 members 
Mstep: Class 9 contains 5348 members 
Mstep: Class 10 contains 7336 members 
Mstep: Class 11 contains 7745 members 
Mstep: Class 12 contains 27432 members 
Mstep: Class 13 contains 76998 members 
Mstep: Class 14 contains 137550 members 
Mstep: Class 15 contains 68261 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92453 members 
Mstep: Class 18 contains 157752 members 
Mstep: Class 19 contains 154148 members 
Mstep: Class 20 contains 2666 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465328.000000 Penalty: 80642.937500
Iteration 144Q: 24 clusters Score -1.804653e+08 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 164803 members 
Mstep: Class 5 contains 154306 members 
Mstep: Class 6 contains 157026 members 
Mstep: Class 7 contains 158750 members 
Mstep: Class 8 contains 2869 members 
Mstep: Class 9 contains 5438 members 
Mstep: Class 10 contains 7377 members 
Mstep: Class 11 contains 7750 members 
Mstep: Class 12 contains 27451 members 
Mstep: Class 13 contains 76759 members 
Mstep: Class 14 contains 138380 members 
Mstep: Class 15 contains 67834 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92483 members 
Mstep: Class 18 contains 157942 members 
Mstep: Class 19 contains 154148 members 
Mstep: Class 20 contains 2674 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465904.000000 Penalty: 80642.937500
Iteration 145Q: 24 clusters Score -1.804659e+08 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 164699 members 
Mstep: Class 5 contains 154108 members 
Mstep: Class 6 contains 156873 members 
Mstep: Class 7 contains 158704 members 
Mstep: Class 8 contains 2871 members 
Mstep: Class 9 contains 5525 members 
Mstep: Class 10 contains 7429 members 
Mstep: Class 11 contains 7756 members 
Mstep: Class 12 contains 27466 members 
Mstep: Class 13 contains 76511 members 
Mstep: Class 14 contains 139230 members 
Mstep: Class 15 contains 67433 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92496 members 
Mstep: Class 18 contains 158094 members 
Mstep: Class 19 contains 154116 members 
Mstep: Class 20 contains 2677 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180466768.000000 Penalty: 80642.937500
Iteration 146Q: 24 clusters Score -1.804668e+08 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1363 members 
Mstep: Class 4 contains 164625 members 
Mstep: Class 5 contains 153881 members 
Mstep: Class 6 contains 156719 members 
Mstep: Class 7 contains 158628 members 
Mstep: Class 8 contains 2870 members 
Mstep: Class 9 contains 5606 members 
Mstep: Class 10 contains 7482 members 
Mstep: Class 11 contains 7761 members 
Mstep: Class 12 contains 27482 members 
Mstep: Class 13 contains 76283 members 
Mstep: Class 14 contains 140096 members 
Mstep: Class 15 contains 67076 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92508 members 
Mstep: Class 18 contains 158173 members 
Mstep: Class 19 contains 154120 members 
Mstep: Class 20 contains 2678 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180466400.000000 Penalty: 80642.937500
Iteration 147Q: 24 clusters Score -1.804664e+08 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 164624 members 
Mstep: Class 5 contains 153653 members 
Mstep: Class 6 contains 156571 members 
Mstep: Class 7 contains 158570 members 
Mstep: Class 8 contains 2870 members 
Mstep: Class 9 contains 5697 members 
Mstep: Class 10 contains 7541 members 
Mstep: Class 11 contains 7766 members 
Mstep: Class 12 contains 27492 members 
Mstep: Class 13 contains 76059 members 
Mstep: Class 14 contains 140875 members 
Mstep: Class 15 contains 66765 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92496 members 
Mstep: Class 18 contains 158209 members 
Mstep: Class 19 contains 154112 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180466112.000000 Penalty: 80642.937500
Iteration 148Q: 24 clusters Score -1.804661e+08 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1374 members 
Mstep: Class 4 contains 164623 members 
Mstep: Class 5 contains 153418 members 
Mstep: Class 6 contains 156429 members 
Mstep: Class 7 contains 158518 members 
Mstep: Class 8 contains 2866 members 
Mstep: Class 9 contains 5777 members 
Mstep: Class 10 contains 7604 members 
Mstep: Class 11 contains 7770 members 
Mstep: Class 12 contains 27507 members 
Mstep: Class 13 contains 75820 members 
Mstep: Class 14 contains 141682 members 
Mstep: Class 15 contains 66437 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92480 members 
Mstep: Class 18 contains 158220 members 
Mstep: Class 19 contains 154145 members 
Mstep: Class 20 contains 2681 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180466176.000000 Penalty: 80642.937500
Iteration 149Q: 24 clusters Score -1.804662e+08 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1371 members 
Mstep: Class 4 contains 164573 members 
Mstep: Class 5 contains 153212 members 
Mstep: Class 6 contains 156313 members 
Mstep: Class 7 contains 158486 members 
Mstep: Class 8 contains 2866 members 
Mstep: Class 9 contains 5855 members 
Mstep: Class 10 contains 7671 members 
Mstep: Class 11 contains 7775 members 
Mstep: Class 12 contains 27506 members 
Mstep: Class 13 contains 75601 members 
Mstep: Class 14 contains 142532 members 
Mstep: Class 15 contains 66109 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92467 members 
Mstep: Class 18 contains 158194 members 
Mstep: Class 19 contains 154142 members 
Mstep: Class 20 contains 2678 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180466096.000000 Penalty: 80642.937500
Iteration 150Q: 24 clusters Score -1.804661e+08 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 164505 members 
Mstep: Class 5 contains 153028 members 
Mstep: Class 6 contains 156162 members 
Mstep: Class 7 contains 158391 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 5941 members 
Mstep: Class 10 contains 7730 members 
Mstep: Class 11 contains 7782 members 
Mstep: Class 12 contains 27511 members 
Mstep: Class 13 contains 75387 members 
Mstep: Class 14 contains 143482 members 
Mstep: Class 15 contains 65820 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92447 members 
Mstep: Class 18 contains 158164 members 
Mstep: Class 19 contains 154086 members 
Mstep: Class 20 contains 2678 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180467328.000000 Penalty: 80642.937500
Iteration 151Q: 24 clusters Score -1.804673e+08 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1374 members 
Mstep: Class 4 contains 164377 members 
Mstep: Class 5 contains 152887 members 
Mstep: Class 6 contains 155980 members 
Mstep: Class 7 contains 158318 members 
Mstep: Class 8 contains 2865 members 
Mstep: Class 9 contains 6055 members 
Mstep: Class 10 contains 7798 members 
Mstep: Class 11 contains 7788 members 
Mstep: Class 12 contains 27521 members 
Mstep: Class 13 contains 75182 members 
Mstep: Class 14 contains 144524 members 
Mstep: Class 15 contains 65510 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92436 members 
Mstep: Class 18 contains 158066 members 
Mstep: Class 19 contains 153997 members 
Mstep: Class 20 contains 2673 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180467856.000000 Penalty: 80642.937500
Iteration 152Q: 24 clusters Score -1.804679e+08 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1381 members 
Mstep: Class 4 contains 164231 members 
Mstep: Class 5 contains 152769 members 
Mstep: Class 6 contains 155805 members 
Mstep: Class 7 contains 158254 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 6170 members 
Mstep: Class 10 contains 7876 members 
Mstep: Class 11 contains 7791 members 
Mstep: Class 12 contains 27508 members 
Mstep: Class 13 contains 74965 members 
Mstep: Class 14 contains 145565 members 
Mstep: Class 15 contains 65187 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92434 members 
Mstep: Class 18 contains 157947 members 
Mstep: Class 19 contains 153929 members 
Mstep: Class 20 contains 2675 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180468656.000000 Penalty: 80642.937500
Iteration 153Q: 24 clusters Score -1.804687e+08 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1392 members 
Mstep: Class 4 contains 164097 members 
Mstep: Class 5 contains 152637 members 
Mstep: Class 6 contains 155665 members 
Mstep: Class 7 contains 158159 members 
Mstep: Class 8 contains 2862 members 
Mstep: Class 9 contains 6281 members 
Mstep: Class 10 contains 7983 members 
Mstep: Class 11 contains 7792 members 
Mstep: Class 12 contains 27506 members 
Mstep: Class 13 contains 74759 members 
Mstep: Class 14 contains 146634 members 
Mstep: Class 15 contains 64852 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92427 members 
Mstep: Class 18 contains 157828 members 
Mstep: Class 19 contains 153799 members 
Mstep: Class 20 contains 2678 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180469440.000000 Penalty: 80642.937500
Iteration 154Q: 24 clusters Score -1.804694e+08 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1404 members 
Mstep: Class 4 contains 163957 members 
Mstep: Class 5 contains 152559 members 
Mstep: Class 6 contains 155490 members 
Mstep: Class 7 contains 158055 members 
Mstep: Class 8 contains 2861 members 
Mstep: Class 9 contains 6358 members 
Mstep: Class 10 contains 8087 members 
Mstep: Class 11 contains 7794 members 
Mstep: Class 12 contains 27508 members 
Mstep: Class 13 contains 74566 members 
Mstep: Class 14 contains 147802 members 
Mstep: Class 15 contains 64530 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92437 members 
Mstep: Class 18 contains 157703 members 
Mstep: Class 19 contains 153561 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180469616.000000 Penalty: 80642.937500
Iteration 155Q: 24 clusters Score -1.804696e+08 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1410 members 
Mstep: Class 4 contains 163798 members 
Mstep: Class 5 contains 152507 members 
Mstep: Class 6 contains 155275 members 
Mstep: Class 7 contains 157959 members 
Mstep: Class 8 contains 2862 members 
Mstep: Class 9 contains 6447 members 
Mstep: Class 10 contains 8205 members 
Mstep: Class 11 contains 7798 members 
Mstep: Class 12 contains 27528 members 
Mstep: Class 13 contains 74334 members 
Mstep: Class 14 contains 149140 members 
Mstep: Class 15 contains 64172 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92462 members 
Mstep: Class 18 contains 157538 members 
Mstep: Class 19 contains 153243 members 
Mstep: Class 20 contains 2673 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180470352.000000 Penalty: 80642.937500
Iteration 156Q: 24 clusters Score -1.804704e+08 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 163712 members 
Mstep: Class 5 contains 152448 members 
Mstep: Class 6 contains 155014 members 
Mstep: Class 7 contains 157861 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 6539 members 
Mstep: Class 10 contains 8347 members 
Mstep: Class 11 contains 7802 members 
Mstep: Class 12 contains 27539 members 
Mstep: Class 13 contains 74128 members 
Mstep: Class 14 contains 150518 members 
Mstep: Class 15 contains 63807 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92486 members 
Mstep: Class 18 contains 157335 members 
Mstep: Class 19 contains 152858 members 
Mstep: Class 20 contains 2672 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180470976.000000 Penalty: 80642.937500
Iteration 157Q: 24 clusters Score -1.80471e+08 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1425 members 
Mstep: Class 4 contains 163624 members 
Mstep: Class 5 contains 152402 members 
Mstep: Class 6 contains 154737 members 
Mstep: Class 7 contains 157786 members 
Mstep: Class 8 contains 2862 members 
Mstep: Class 9 contains 6612 members 
Mstep: Class 10 contains 8507 members 
Mstep: Class 11 contains 7807 members 
Mstep: Class 12 contains 27548 members 
Mstep: Class 13 contains 73877 members 
Mstep: Class 14 contains 151955 members 
Mstep: Class 15 contains 63381 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92477 members 
Mstep: Class 18 contains 157151 members 
Mstep: Class 19 contains 152529 members 
Mstep: Class 20 contains 2671 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180470512.000000 Penalty: 80642.937500
Iteration 158Q: 24 clusters Score -1.804705e+08 nChanged 5418
Entering ConstructFrom: 
Score: -180470512.000000 Penalty: 80642.937500
Entering ConstructFrom: 
Trying to split cluster 1 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -88684.000000 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -88684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -86945.718750 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -86945.72 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -87173.929688 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -87173.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -87238.640625 Penalty: 3261.237549
	Iteration 2Q: 3 clusters Score -87238.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -87308.382812 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -87308.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -87397.390625 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -87397.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -87473.164062 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -87473.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -87510.109375 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -87510.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -87531.187500 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -87531.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87547.921875 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -87547.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87565.843750 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -87565.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -87594.570312 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -87594.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -87611.203125 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -87611.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -87621.742188 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -87621.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -87649.726562 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -87649.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -87664.648438 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -87664.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -87675.664062 Penalty: 3261.237549
	Iteration 15Q: 3 clusters Score -87675.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -87681.765625 Penalty: 3261.237549
	Iteration 16Q: 3 clusters Score -87681.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -87691.132812 Penalty: 3261.237549
	Iteration 17Q: 3 clusters Score -87691.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -87696.484375 Penalty: 3261.237549
	Iteration 18Q: 3 clusters Score -87696.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -87702.179688 Penalty: 3261.237549
	Iteration 19Q: 3 clusters Score -87702.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -87704.648438 Penalty: 3261.237549
	Iteration 20F: 3 clusters Score -87704.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -145748.687500 Penalty: 1760.192139
	Iteration 0F: 2 clusters Score -145748.7 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 561 members 
Entering Unmasked Estep 
Score: -143665.218750 Penalty: 3520.384277
	Iteration 0F: 3 clusters Score -143665.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -144493.062500 Penalty: 3520.384277
	Iteration 1F: 3 clusters Score -144493.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -144984.625000 Penalty: 3520.384277
	Iteration 2F: 3 clusters Score -144984.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -145403.796875 Penalty: 3520.384277
	Iteration 3F: 3 clusters Score -145403.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -145825.156250 Penalty: 3520.384277
	Iteration 4F: 3 clusters Score -145825.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -146200.625000 Penalty: 3520.384277
	Iteration 5F: 3 clusters Score -146200.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -146366.375000 Penalty: 3520.384277
	Iteration 6Q: 3 clusters Score -146366.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -146464.656250 Penalty: 3520.384277
	Iteration 7Q: 3 clusters Score -146464.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -146514.453125 Penalty: 3520.384277
	Iteration 8Q: 3 clusters Score -146514.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -146544.437500 Penalty: 3520.384277
	Iteration 9Q: 3 clusters Score -146544.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -146572.343750 Penalty: 3520.384277
	Iteration 10Q: 3 clusters Score -146572.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -146592.015625 Penalty: 3520.384277
	Iteration 11Q: 3 clusters Score -146592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -146605.484375 Penalty: 3520.384277
	Iteration 12Q: 3 clusters Score -146605.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -146610.593750 Penalty: 3520.384277
	Iteration 13Q: 3 clusters Score -146610.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -146614.390625 Penalty: 3520.384277
	Iteration 14Q: 3 clusters Score -146614.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -146618.234375 Penalty: 3520.384277
	Iteration 15Q: 3 clusters Score -146618.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -146620.296875 Penalty: 3520.384277
	Iteration 16Q: 3 clusters Score -146620.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -146621.562500 Penalty: 3520.384277
	Iteration 17Q: 3 clusters Score -146621.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -146622.828125 Penalty: 3520.384277
	Iteration 18Q: 3 clusters Score -146622.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -146625.890625 Penalty: 3520.384277
	Iteration 19Q: 3 clusters Score -146625.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -146630.843750 Penalty: 3520.384277
	Iteration 20F: 3 clusters Score -146630.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -146633.609375 Penalty: 3520.384277
	Iteration 21Q: 3 clusters Score -146633.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -146634.140625 Penalty: 3520.384277
	Iteration 22Q: 3 clusters Score -146634.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -146634.140625 Penalty: 3520.384277
	Iteration 23F: 3 clusters Score -146634.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 472 members 
Mstep: Class 3 contains 1432 members 
Mstep: Class 4 contains 163535 members 
Mstep: Class 5 contains 152414 members 
Mstep: Class 6 contains 154438 members 
Mstep: Class 7 contains 157664 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 6674 members 
Mstep: Class 10 contains 8688 members 
Mstep: Class 11 contains 7813 members 
Mstep: Class 12 contains 27547 members 
Mstep: Class 13 contains 73634 members 
Mstep: Class 14 contains 153422 members 
Mstep: Class 15 contains 62949 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92481 members 
Mstep: Class 18 contains 157011 members 
Mstep: Class 19 contains 152121 members 
Mstep: Class 20 contains 2665 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 737 members 
Entering Unmasked Estep 
Score: -180470144.000000 Penalty: 84149.148438
Splitting cluster 2 changes total score from -180470512.000000 to -180470144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Entering Unmasked Estep 
Score: -172817.531250 Penalty: 1802.173218
	Iteration 0F: 2 clusters Score -172817.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -170623.562500 Penalty: 3604.346436
	Iteration 0F: 3 clusters Score -170623.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -171143.515625 Penalty: 3604.346436
	Iteration 1F: 3 clusters Score -171143.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -171438.000000 Penalty: 3604.346436
	Iteration 2F: 3 clusters Score -171438 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -171723.687500 Penalty: 3604.346436
	Iteration 3F: 3 clusters Score -171723.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -171884.843750 Penalty: 3604.346436
	Iteration 4F: 3 clusters Score -171884.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -171978.265625 Penalty: 3604.346436
	Iteration 5Q: 3 clusters Score -171978.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -172075.218750 Penalty: 3604.346436
	Iteration 6Q: 3 clusters Score -172075.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -172150.578125 Penalty: 3604.346436
	Iteration 7Q: 3 clusters Score -172150.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -172216.375000 Penalty: 3604.346436
	Iteration 8Q: 3 clusters Score -172216.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -172288.109375 Penalty: 3604.346436
	Iteration 9Q: 3 clusters Score -172288.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -172348.593750 Penalty: 3604.346436
	Iteration 10Q: 3 clusters Score -172348.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -172383.640625 Penalty: 3604.346436
	Iteration 11Q: 3 clusters Score -172383.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -172414.578125 Penalty: 3604.346436
	Iteration 12Q: 3 clusters Score -172414.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -172432.890625 Penalty: 3604.346436
	Iteration 13Q: 3 clusters Score -172432.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -172440.390625 Penalty: 3604.346436
	Iteration 14Q: 3 clusters Score -172440.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -172449.140625 Penalty: 3604.346436
	Iteration 15Q: 3 clusters Score -172449.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -172463.296875 Penalty: 3604.346436
	Iteration 16Q: 3 clusters Score -172463.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -172473.296875 Penalty: 3604.346436
	Iteration 17Q: 3 clusters Score -172473.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -172483.453125 Penalty: 3604.346436
	Iteration 18Q: 3 clusters Score -172483.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -172491.453125 Penalty: 3604.346436
	Iteration 19Q: 3 clusters Score -172491.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -172522.562500 Penalty: 3604.346436
	Iteration 20F: 3 clusters Score -172522.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -172567.765625 Penalty: 3604.346436
	Iteration 21Q: 3 clusters Score -172567.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -172608.125000 Penalty: 3604.346436
	Iteration 22Q: 3 clusters Score -172608.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -172626.765625 Penalty: 3604.346436
	Iteration 23Q: 3 clusters Score -172626.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -172637.078125 Penalty: 3604.346436
	Iteration 24Q: 3 clusters Score -172637.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -172642.609375 Penalty: 3604.346436
	Iteration 25Q: 3 clusters Score -172642.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -172645.765625 Penalty: 3604.346436
	Iteration 26Q: 3 clusters Score -172645.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -172648.109375 Penalty: 3604.346436
	Iteration 27Q: 3 clusters Score -172648.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -172650.265625 Penalty: 3604.346436
	Iteration 28Q: 3 clusters Score -172650.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -172651.390625 Penalty: 3604.346436
	Iteration 29Q: 3 clusters Score -172651.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -172652.890625 Penalty: 3604.346436
	Iteration 30Q: 3 clusters Score -172652.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -172653.625000 Penalty: 3604.346436
	Iteration 31Q: 3 clusters Score -172653.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -172653.625000 Penalty: 3604.346436
	Iteration 32F: 3 clusters Score -172653.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (163535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163535 members 
Entering Unmasked Estep 
Score: -21787620.000000 Penalty: 2977.186035
	Iteration 0F: 2 clusters Score -2.178762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81528 members 
Mstep: Class 2 contains 82007 members 
Entering Unmasked Estep 
Score: -21679628.000000 Penalty: 5954.372070
	Iteration 0F: 3 clusters Score -2.167963e+07 nChanged 77987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77697 members 
Mstep: Class 2 contains 85838 members 
Entering Unmasked Estep 
Score: -21725196.000000 Penalty: 5954.372070
	Iteration 1F: 3 clusters Score -2.17252e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74892 members 
Mstep: Class 2 contains 88643 members 
Entering Unmasked Estep 
Score: -21726124.000000 Penalty: 5954.372070
	Iteration 2Q: 3 clusters Score -2.172612e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70434 members 
Mstep: Class 2 contains 93101 members 
Entering Unmasked Estep 
Score: -21727656.000000 Penalty: 5954.372070
	Iteration 3Q: 3 clusters Score -2.172766e+07 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63532 members 
Mstep: Class 2 contains 100003 members 
Entering Unmasked Estep 
Score: -21731030.000000 Penalty: 5954.372070
	Iteration 4Q: 3 clusters Score -2.173103e+07 nChanged 10735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53121 members 
Mstep: Class 2 contains 110414 members 
Entering Unmasked Estep 
Score: -21737634.000000 Penalty: 5954.372070
	Iteration 5F: 3 clusters Score -2.173763e+07 nChanged 14207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 124355 members 
Entering Unmasked Estep 
Score: -21749036.000000 Penalty: 5954.372070
	Iteration 6F: 3 clusters Score -2.174904e+07 nChanged 14943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 139032 members 
Entering Unmasked Estep 
Score: -21763446.000000 Penalty: 5954.372070
	Iteration 7F: 3 clusters Score -2.176345e+07 nChanged 11873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 150737 members 
Entering Unmasked Estep 
Score: -21774972.000000 Penalty: 5954.372070
	Iteration 8F: 3 clusters Score -2.177497e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 157597 members 
Entering Unmasked Estep 
Score: -21780974.000000 Penalty: 5954.372070
	Iteration 9Q: 3 clusters Score -2.178097e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 160816 members 
Entering Unmasked Estep 
Score: -21783362.000000 Penalty: 5954.372070
	Iteration 10Q: 3 clusters Score -2.178336e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 162181 members 
Entering Unmasked Estep 
Score: -21784290.000000 Penalty: 5954.372070
	Iteration 11Q: 3 clusters Score -2.178429e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 162734 members 
Entering Unmasked Estep 
Score: -21784682.000000 Penalty: 5954.372070
	Iteration 12Q: 3 clusters Score -2.178468e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 162951 members 
Entering Unmasked Estep 
Score: -21784892.000000 Penalty: 5954.372070
	Iteration 13Q: 3 clusters Score -2.178489e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 163047 members 
Entering Unmasked Estep 
Score: -21784962.000000 Penalty: 5954.372070
	Iteration 14Q: 3 clusters Score -2.178496e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 163084 members 
Entering Unmasked Estep 
Score: -21784980.000000 Penalty: 5954.372070
	Iteration 15Q: 3 clusters Score -2.178498e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 163104 members 
Entering Unmasked Estep 
Score: -21785022.000000 Penalty: 5954.372070
	Iteration 16Q: 3 clusters Score -2.178502e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 163128 members 
Entering Unmasked Estep 
Score: -21785034.000000 Penalty: 5954.372070
	Iteration 17Q: 3 clusters Score -2.178503e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 163143 members 
Entering Unmasked Estep 
Score: -21785054.000000 Penalty: 5954.372070
	Iteration 18Q: 3 clusters Score -2.178505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 163152 members 
Entering Unmasked Estep 
Score: -21785076.000000 Penalty: 5954.372070
	Iteration 19Q: 3 clusters Score -2.178508e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 163155 members 
Entering Unmasked Estep 
Score: -21785106.000000 Penalty: 5954.372070
	Iteration 20F: 3 clusters Score -2.178511e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 163156 members 
Entering Unmasked Estep 
Score: -21785110.000000 Penalty: 5954.372070
	Iteration 21Q: 3 clusters Score -2.178511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 163159 members 
Entering Unmasked Estep 
Score: -21785100.000000 Penalty: 5954.372070
	Iteration 22Q: 3 clusters Score -2.17851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 163164 members 
Entering Unmasked Estep 
Score: -21785102.000000 Penalty: 5954.372070
	Iteration 23Q: 3 clusters Score -2.17851e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 163164 members 
Entering Unmasked Estep 
Score: -21785116.000000 Penalty: 5954.372070
	Iteration 24Q: 3 clusters Score -2.178512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 163166 members 
Entering Unmasked Estep 
Score: -21785122.000000 Penalty: 5954.372070
	Iteration 25Q: 3 clusters Score -2.178512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 163167 members 
Entering Unmasked Estep 
Score: -21785130.000000 Penalty: 5954.372070
	Iteration 26Q: 3 clusters Score -2.178513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 163168 members 
Entering Unmasked Estep 
Score: -21785124.000000 Penalty: 5954.372070
	Iteration 27Q: 3 clusters Score -2.178512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 163169 members 
Entering Unmasked Estep 
Score: -21785124.000000 Penalty: 5954.372070
	Iteration 28Q: 3 clusters Score -2.178512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 163170 members 
Entering Unmasked Estep 
Score: -21785124.000000 Penalty: 5954.372070
	Iteration 29Q: 3 clusters Score -2.178512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 163171 members 
Entering Unmasked Estep 
Score: -21785120.000000 Penalty: 5954.372070
	Iteration 30Q: 3 clusters Score -2.178512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 163172 members 
Entering Unmasked Estep 
Score: -21785124.000000 Penalty: 5954.372070
	Iteration 31Q: 3 clusters Score -2.178512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 163173 members 
Entering Unmasked Estep 
Score: -21785122.000000 Penalty: 5954.372070
	Iteration 32Q: 3 clusters Score -2.178512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 163175 members 
Entering Unmasked Estep 
Score: -21785126.000000 Penalty: 5954.372070
	Iteration 33Q: 3 clusters Score -2.178513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 163176 members 
Entering Unmasked Estep 
Score: -21785112.000000 Penalty: 5954.372070
	Iteration 34Q: 3 clusters Score -2.178511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 163176 members 
Entering Unmasked Estep 
Score: -21785112.000000 Penalty: 5954.372070
	Iteration 35F: 3 clusters Score -2.178511e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (152414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152414 members 
Entering Unmasked Estep 
Score: -20231542.000000 Penalty: 2959.720215
	Iteration 0F: 2 clusters Score -2.023154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76083 members 
Mstep: Class 2 contains 76331 members 
Entering Unmasked Estep 
Score: -20129550.000000 Penalty: 5919.440430
	Iteration 0F: 3 clusters Score -2.012955e+07 nChanged 73129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73366 members 
Mstep: Class 2 contains 79048 members 
Entering Unmasked Estep 
Score: -20171512.000000 Penalty: 5919.440430
	Iteration 1F: 3 clusters Score -2.017151e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71354 members 
Mstep: Class 2 contains 81060 members 
Entering Unmasked Estep 
Score: -20172758.000000 Penalty: 5919.440430
	Iteration 2Q: 3 clusters Score -2.017276e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68281 members 
Mstep: Class 2 contains 84133 members 
Entering Unmasked Estep 
Score: -20174204.000000 Penalty: 5919.440430
	Iteration 3Q: 3 clusters Score -2.01742e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63674 members 
Mstep: Class 2 contains 88740 members 
Entering Unmasked Estep 
Score: -20176376.000000 Penalty: 5919.440430
	Iteration 4Q: 3 clusters Score -2.017638e+07 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Mstep: Class 2 contains 95312 members 
Entering Unmasked Estep 
Score: -20180054.000000 Penalty: 5919.440430
	Iteration 5F: 3 clusters Score -2.018005e+07 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 104098 members 
Entering Unmasked Estep 
Score: -20185528.000000 Penalty: 5919.440430
	Iteration 6F: 3 clusters Score -2.018553e+07 nChanged 11398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 115180 members 
Entering Unmasked Estep 
Score: -20194040.000000 Penalty: 5919.440430
	Iteration 7F: 3 clusters Score -2.019404e+07 nChanged 12490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 127592 members 
Entering Unmasked Estep 
Score: -20204750.000000 Penalty: 5919.440430
	Iteration 8F: 3 clusters Score -2.020475e+07 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 138753 members 
Entering Unmasked Estep 
Score: -20215826.000000 Penalty: 5919.440430
	Iteration 9F: 3 clusters Score -2.021583e+07 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 146435 members 
Entering Unmasked Estep 
Score: -20223644.000000 Penalty: 5919.440430
	Iteration 10F: 3 clusters Score -2.022364e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 150165 members 
Entering Unmasked Estep 
Score: -20227076.000000 Penalty: 5919.440430
	Iteration 11Q: 3 clusters Score -2.022708e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 151504 members 
Entering Unmasked Estep 
Score: -20228174.000000 Penalty: 5919.440430
	Iteration 12Q: 3 clusters Score -2.022817e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 151908 members 
Entering Unmasked Estep 
Score: -20228560.000000 Penalty: 5919.440430
	Iteration 13Q: 3 clusters Score -2.022856e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 152054 members 
Entering Unmasked Estep 
Score: -20228724.000000 Penalty: 5919.440430
	Iteration 14Q: 3 clusters Score -2.022872e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 152105 members 
Entering Unmasked Estep 
Score: -20228824.000000 Penalty: 5919.440430
	Iteration 15Q: 3 clusters Score -2.022882e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 152134 members 
Entering Unmasked Estep 
Score: -20228874.000000 Penalty: 5919.440430
	Iteration 16Q: 3 clusters Score -2.022887e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 152149 members 
Entering Unmasked Estep 
Score: -20228918.000000 Penalty: 5919.440430
	Iteration 17Q: 3 clusters Score -2.022892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 152152 members 
Entering Unmasked Estep 
Score: -20228920.000000 Penalty: 5919.440430
	Iteration 18Q: 3 clusters Score -2.022892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 152157 members 
Entering Unmasked Estep 
Score: -20228920.000000 Penalty: 5919.440430
	Iteration 19Q: 3 clusters Score -2.022892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 152158 members 
Entering Unmasked Estep 
Score: -20228920.000000 Penalty: 5919.440430
	Iteration 20F: 3 clusters Score -2.022892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (154438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154438 members 
Entering Unmasked Estep 
Score: -20681550.000000 Penalty: 2962.991943
	Iteration 0F: 2 clusters Score -2.068155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77031 members 
Mstep: Class 2 contains 77407 members 
Entering Unmasked Estep 
Score: -20579722.000000 Penalty: 5925.983887
	Iteration 0F: 3 clusters Score -2.057972e+07 nChanged 73654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74633 members 
Mstep: Class 2 contains 79805 members 
Entering Unmasked Estep 
Score: -20622814.000000 Penalty: 5925.983887
	Iteration 1F: 3 clusters Score -2.062281e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73031 members 
Mstep: Class 2 contains 81407 members 
Entering Unmasked Estep 
Score: -20623646.000000 Penalty: 5925.983887
	Iteration 2Q: 3 clusters Score -2.062365e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70380 members 
Mstep: Class 2 contains 84058 members 
Entering Unmasked Estep 
Score: -20625052.000000 Penalty: 5925.983887
	Iteration 3Q: 3 clusters Score -2.062505e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66251 members 
Mstep: Class 2 contains 88187 members 
Entering Unmasked Estep 
Score: -20627368.000000 Penalty: 5925.983887
	Iteration 4Q: 3 clusters Score -2.062737e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59975 members 
Mstep: Class 2 contains 94463 members 
Entering Unmasked Estep 
Score: -20631590.000000 Penalty: 5925.983887
	Iteration 5F: 3 clusters Score -2.063159e+07 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 103100 members 
Entering Unmasked Estep 
Score: -20638462.000000 Penalty: 5925.983887
	Iteration 6F: 3 clusters Score -2.063846e+07 nChanged 12677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 113511 members 
Entering Unmasked Estep 
Score: -20648050.000000 Penalty: 5925.983887
	Iteration 7F: 3 clusters Score -2.064805e+07 nChanged 12174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 123937 members 
Entering Unmasked Estep 
Score: -20658204.000000 Penalty: 5925.983887
	Iteration 8F: 3 clusters Score -2.06582e+07 nChanged 9522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 132161 members 
Entering Unmasked Estep 
Score: -20667156.000000 Penalty: 5925.983887
	Iteration 9F: 3 clusters Score -2.066716e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 137099 members 
Entering Unmasked Estep 
Score: -20673014.000000 Penalty: 5925.983887
	Iteration 10Q: 3 clusters Score -2.067301e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 139569 members 
Entering Unmasked Estep 
Score: -20675776.000000 Penalty: 5925.983887
	Iteration 11Q: 3 clusters Score -2.067578e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 140965 members 
Entering Unmasked Estep 
Score: -20676918.000000 Penalty: 5925.983887
	Iteration 12Q: 3 clusters Score -2.067692e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 142033 members 
Entering Unmasked Estep 
Score: -20677690.000000 Penalty: 5925.983887
	Iteration 13Q: 3 clusters Score -2.067769e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 142924 members 
Entering Unmasked Estep 
Score: -20677982.000000 Penalty: 5925.983887
	Iteration 14Q: 3 clusters Score -2.067798e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 143676 members 
Entering Unmasked Estep 
Score: -20678324.000000 Penalty: 5925.983887
	Iteration 15Q: 3 clusters Score -2.067832e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 144404 members 
Entering Unmasked Estep 
Score: -20678566.000000 Penalty: 5925.983887
	Iteration 16Q: 3 clusters Score -2.067857e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 145079 members 
Entering Unmasked Estep 
Score: -20678694.000000 Penalty: 5925.983887
	Iteration 17Q: 3 clusters Score -2.067869e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 145675 members 
Entering Unmasked Estep 
Score: -20678894.000000 Penalty: 5925.983887
	Iteration 18Q: 3 clusters Score -2.067889e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 146247 members 
Entering Unmasked Estep 
Score: -20679072.000000 Penalty: 5925.983887
	Iteration 19Q: 3 clusters Score -2.067907e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 146740 members 
Entering Unmasked Estep 
Score: -20679158.000000 Penalty: 5925.983887
	Iteration 20F: 3 clusters Score -2.067916e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 147177 members 
Entering Unmasked Estep 
Score: -20679388.000000 Penalty: 5925.983887
	Iteration 21Q: 3 clusters Score -2.067939e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 147566 members 
Entering Unmasked Estep 
Score: -20679442.000000 Penalty: 5925.983887
	Iteration 22Q: 3 clusters Score -2.067944e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 147918 members 
Entering Unmasked Estep 
Score: -20679472.000000 Penalty: 5925.983887
	Iteration 23Q: 3 clusters Score -2.067947e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 148260 members 
Entering Unmasked Estep 
Score: -20679598.000000 Penalty: 5925.983887
	Iteration 24Q: 3 clusters Score -2.06796e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 148583 members 
Entering Unmasked Estep 
Score: -20679648.000000 Penalty: 5925.983887
	Iteration 25Q: 3 clusters Score -2.067965e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 148885 members 
Entering Unmasked Estep 
Score: -20679734.000000 Penalty: 5925.983887
	Iteration 26Q: 3 clusters Score -2.067973e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 149167 members 
Entering Unmasked Estep 
Score: -20679798.000000 Penalty: 5925.983887
	Iteration 27Q: 3 clusters Score -2.06798e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 149406 members 
Entering Unmasked Estep 
Score: -20679842.000000 Penalty: 5925.983887
	Iteration 28Q: 3 clusters Score -2.067984e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 149622 members 
Entering Unmasked Estep 
Score: -20679828.000000 Penalty: 5925.983887
	Iteration 29Q: 3 clusters Score -2.067983e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 149808 members 
Entering Unmasked Estep 
Score: -20679880.000000 Penalty: 5925.983887
	Iteration 30Q: 3 clusters Score -2.067988e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 149969 members 
Entering Unmasked Estep 
Score: -20679852.000000 Penalty: 5925.983887
	Iteration 31Q: 3 clusters Score -2.067985e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 150123 members 
Entering Unmasked Estep 
Score: -20679814.000000 Penalty: 5925.983887
	Iteration 32Q: 3 clusters Score -2.067981e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 150266 members 
Entering Unmasked Estep 
Score: -20679856.000000 Penalty: 5925.983887
	Iteration 33Q: 3 clusters Score -2.067986e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 150392 members 
Entering Unmasked Estep 
Score: -20679876.000000 Penalty: 5925.983887
	Iteration 34Q: 3 clusters Score -2.067988e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 150505 members 
Entering Unmasked Estep 
Score: -20679868.000000 Penalty: 5925.983887
	Iteration 35Q: 3 clusters Score -2.067987e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 150607 members 
Entering Unmasked Estep 
Score: -20679876.000000 Penalty: 5925.983887
	Iteration 36Q: 3 clusters Score -2.067988e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 150704 members 
Entering Unmasked Estep 
Score: -20679894.000000 Penalty: 5925.983887
	Iteration 37Q: 3 clusters Score -2.067989e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 150774 members 
Entering Unmasked Estep 
Score: -20679898.000000 Penalty: 5925.983887
	Iteration 38Q: 3 clusters Score -2.06799e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 150841 members 
Entering Unmasked Estep 
Score: -20679910.000000 Penalty: 5925.983887
	Iteration 39Q: 3 clusters Score -2.067991e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 150899 members 
Entering Unmasked Estep 
Score: -20679928.000000 Penalty: 5925.983887
	Iteration 40F: 3 clusters Score -2.067993e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 150947 members 
Entering Unmasked Estep 
Score: -20679896.000000 Penalty: 5925.983887
	Iteration 41Q: 3 clusters Score -2.06799e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 150996 members 
Entering Unmasked Estep 
Score: -20679886.000000 Penalty: 5925.983887
	Iteration 42Q: 3 clusters Score -2.067989e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 151027 members 
Entering Unmasked Estep 
Score: -20679896.000000 Penalty: 5925.983887
	Iteration 43Q: 3 clusters Score -2.06799e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 151058 members 
Entering Unmasked Estep 
Score: -20679894.000000 Penalty: 5925.983887
	Iteration 44Q: 3 clusters Score -2.067989e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 151084 members 
Entering Unmasked Estep 
Score: -20679918.000000 Penalty: 5925.983887
	Iteration 45Q: 3 clusters Score -2.067992e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 151113 members 
Entering Unmasked Estep 
Score: -20679916.000000 Penalty: 5925.983887
	Iteration 46Q: 3 clusters Score -2.067992e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 151137 members 
Entering Unmasked Estep 
Score: -20679914.000000 Penalty: 5925.983887
	Iteration 47Q: 3 clusters Score -2.067991e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 151157 members 
Entering Unmasked Estep 
Score: -20679904.000000 Penalty: 5925.983887
	Iteration 48Q: 3 clusters Score -2.06799e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 151172 members 
Entering Unmasked Estep 
Score: -20679900.000000 Penalty: 5925.983887
	Iteration 49Q: 3 clusters Score -2.06799e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 151183 members 
Entering Unmasked Estep 
Score: -20679920.000000 Penalty: 5925.983887
	Iteration 50Q: 3 clusters Score -2.067992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 151195 members 
Entering Unmasked Estep 
Score: -20679910.000000 Penalty: 5925.983887
	Iteration 51Q: 3 clusters Score -2.067991e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 151217 members 
Entering Unmasked Estep 
Score: -20679916.000000 Penalty: 5925.983887
	Iteration 52Q: 3 clusters Score -2.067992e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 151235 members 
Entering Unmasked Estep 
Score: -20679870.000000 Penalty: 5925.983887
	Iteration 53Q: 3 clusters Score -2.067987e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 151250 members 
Entering Unmasked Estep 
Score: -20679880.000000 Penalty: 5925.983887
	Iteration 54Q: 3 clusters Score -2.067988e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 151269 members 
Entering Unmasked Estep 
Score: -20679896.000000 Penalty: 5925.983887
	Iteration 55Q: 3 clusters Score -2.06799e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 151288 members 
Entering Unmasked Estep 
Score: -20679880.000000 Penalty: 5925.983887
	Iteration 56Q: 3 clusters Score -2.067988e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 151304 members 
Entering Unmasked Estep 
Score: -20679866.000000 Penalty: 5925.983887
	Iteration 57Q: 3 clusters Score -2.067987e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 151321 members 
Entering Unmasked Estep 
Score: -20679846.000000 Penalty: 5925.983887
	Iteration 58Q: 3 clusters Score -2.067985e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 151343 members 
Entering Unmasked Estep 
Score: -20679856.000000 Penalty: 5925.983887
	Iteration 59Q: 3 clusters Score -2.067986e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 151356 members 
Entering Unmasked Estep 
Score: -20679850.000000 Penalty: 5925.983887
	Iteration 60F: 3 clusters Score -2.067985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 151368 members 
Entering Unmasked Estep 
Score: -20679856.000000 Penalty: 5925.983887
	Iteration 61Q: 3 clusters Score -2.067986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 151376 members 
Entering Unmasked Estep 
Score: -20679856.000000 Penalty: 5925.983887
	Iteration 62Q: 3 clusters Score -2.067986e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 151386 members 
Entering Unmasked Estep 
Score: -20679858.000000 Penalty: 5925.983887
	Iteration 63Q: 3 clusters Score -2.067986e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 151399 members 
Entering Unmasked Estep 
Score: -20679850.000000 Penalty: 5925.983887
	Iteration 64Q: 3 clusters Score -2.067985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 151411 members 
Entering Unmasked Estep 
Score: -20679850.000000 Penalty: 5925.983887
	Iteration 65Q: 3 clusters Score -2.067985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 151418 members 
Entering Unmasked Estep 
Score: -20679842.000000 Penalty: 5925.983887
	Iteration 66Q: 3 clusters Score -2.067984e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 151428 members 
Entering Unmasked Estep 
Score: -20679828.000000 Penalty: 5925.983887
	Iteration 67Q: 3 clusters Score -2.067983e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 151442 members 
Entering Unmasked Estep 
Score: -20679832.000000 Penalty: 5925.983887
	Iteration 68Q: 3 clusters Score -2.067983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 151451 members 
Entering Unmasked Estep 
Score: -20679848.000000 Penalty: 5925.983887
	Iteration 69Q: 3 clusters Score -2.067985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 151460 members 
Entering Unmasked Estep 
Score: -20679848.000000 Penalty: 5925.983887
	Iteration 70Q: 3 clusters Score -2.067985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 151471 members 
Entering Unmasked Estep 
Score: -20679842.000000 Penalty: 5925.983887
	Iteration 71Q: 3 clusters Score -2.067984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 151479 members 
Entering Unmasked Estep 
Score: -20679842.000000 Penalty: 5925.983887
	Iteration 72Q: 3 clusters Score -2.067984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 151483 members 
Entering Unmasked Estep 
Score: -20679836.000000 Penalty: 5925.983887
	Iteration 73Q: 3 clusters Score -2.067984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 151485 members 
Entering Unmasked Estep 
Score: -20679844.000000 Penalty: 5925.983887
	Iteration 74Q: 3 clusters Score -2.067984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 151490 members 
Entering Unmasked Estep 
Score: -20679850.000000 Penalty: 5925.983887
	Iteration 75Q: 3 clusters Score -2.067985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 151492 members 
Entering Unmasked Estep 
Score: -20679846.000000 Penalty: 5925.983887
	Iteration 76Q: 3 clusters Score -2.067985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 151494 members 
Entering Unmasked Estep 
Score: -20679852.000000 Penalty: 5925.983887
	Iteration 77Q: 3 clusters Score -2.067985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 151498 members 
Entering Unmasked Estep 
Score: -20679846.000000 Penalty: 5925.983887
	Iteration 78Q: 3 clusters Score -2.067985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 151502 members 
Entering Unmasked Estep 
Score: -20679844.000000 Penalty: 5925.983887
	Iteration 79Q: 3 clusters Score -2.067984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 151509 members 
Entering Unmasked Estep 
Score: -20679836.000000 Penalty: 5925.983887
	Iteration 80F: 3 clusters Score -2.067984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 151511 members 
Entering Unmasked Estep 
Score: -20679836.000000 Penalty: 5925.983887
	Iteration 81Q: 3 clusters Score -2.067984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 151514 members 
Entering Unmasked Estep 
Score: -20679840.000000 Penalty: 5925.983887
	Iteration 82Q: 3 clusters Score -2.067984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 151514 members 
Entering Unmasked Estep 
Score: -20679840.000000 Penalty: 5925.983887
	Iteration 83F: 3 clusters Score -2.067984e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (157664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157664 members 
Entering Unmasked Estep 
Score: -20874390.000000 Penalty: 2968.118896
	Iteration 0F: 2 clusters Score -2.087439e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 78796 members 
Entering Unmasked Estep 
Score: -20770908.000000 Penalty: 5936.237793
	Iteration 0F: 3 clusters Score -2.077091e+07 nChanged 75413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78449 members 
Mstep: Class 2 contains 79215 members 
Entering Unmasked Estep 
Score: -20814176.000000 Penalty: 5936.237793
	Iteration 1F: 3 clusters Score -2.081418e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77835 members 
Mstep: Class 2 contains 79829 members 
Entering Unmasked Estep 
Score: -20815738.000000 Penalty: 5936.237793
	Iteration 2Q: 3 clusters Score -2.081574e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76700 members 
Mstep: Class 2 contains 80964 members 
Entering Unmasked Estep 
Score: -20818078.000000 Penalty: 5936.237793
	Iteration 3Q: 3 clusters Score -2.081808e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74540 members 
Mstep: Class 2 contains 83124 members 
Entering Unmasked Estep 
Score: -20821836.000000 Penalty: 5936.237793
	Iteration 4Q: 3 clusters Score -2.082184e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70944 members 
Mstep: Class 2 contains 86720 members 
Entering Unmasked Estep 
Score: -20827124.000000 Penalty: 5936.237793
	Iteration 5F: 3 clusters Score -2.082712e+07 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65802 members 
Mstep: Class 2 contains 91862 members 
Entering Unmasked Estep 
Score: -20833670.000000 Penalty: 5936.237793
	Iteration 6F: 3 clusters Score -2.083367e+07 nChanged 11460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 98328 members 
Entering Unmasked Estep 
Score: -20841272.000000 Penalty: 5936.237793
	Iteration 7F: 3 clusters Score -2.084127e+07 nChanged 10771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 104969 members 
Entering Unmasked Estep 
Score: -20849302.000000 Penalty: 5936.237793
	Iteration 8F: 3 clusters Score -2.08493e+07 nChanged 9255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 110828 members 
Entering Unmasked Estep 
Score: -20857024.000000 Penalty: 5936.237793
	Iteration 9F: 3 clusters Score -2.085702e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 115059 members 
Entering Unmasked Estep 
Score: -20861502.000000 Penalty: 5936.237793
	Iteration 10Q: 3 clusters Score -2.08615e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 118192 members 
Entering Unmasked Estep 
Score: -20863782.000000 Penalty: 5936.237793
	Iteration 11Q: 3 clusters Score -2.086378e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 120800 members 
Entering Unmasked Estep 
Score: -20864934.000000 Penalty: 5936.237793
	Iteration 12Q: 3 clusters Score -2.086493e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 123224 members 
Entering Unmasked Estep 
Score: -20865974.000000 Penalty: 5936.237793
	Iteration 13Q: 3 clusters Score -2.086597e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 125481 members 
Entering Unmasked Estep 
Score: -20866802.000000 Penalty: 5936.237793
	Iteration 14Q: 3 clusters Score -2.08668e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 127665 members 
Entering Unmasked Estep 
Score: -20867520.000000 Penalty: 5936.237793
	Iteration 15Q: 3 clusters Score -2.086752e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 129810 members 
Entering Unmasked Estep 
Score: -20868122.000000 Penalty: 5936.237793
	Iteration 16Q: 3 clusters Score -2.086812e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 131773 members 
Entering Unmasked Estep 
Score: -20868792.000000 Penalty: 5936.237793
	Iteration 17Q: 3 clusters Score -2.086879e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 133595 members 
Entering Unmasked Estep 
Score: -20869304.000000 Penalty: 5936.237793
	Iteration 18Q: 3 clusters Score -2.08693e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 135307 members 
Entering Unmasked Estep 
Score: -20869806.000000 Penalty: 5936.237793
	Iteration 19Q: 3 clusters Score -2.086981e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 136919 members 
Entering Unmasked Estep 
Score: -20870296.000000 Penalty: 5936.237793
	Iteration 20F: 3 clusters Score -2.08703e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 138399 members 
Entering Unmasked Estep 
Score: -20870680.000000 Penalty: 5936.237793
	Iteration 21Q: 3 clusters Score -2.087068e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 139796 members 
Entering Unmasked Estep 
Score: -20871066.000000 Penalty: 5936.237793
	Iteration 22Q: 3 clusters Score -2.087107e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 141183 members 
Entering Unmasked Estep 
Score: -20871528.000000 Penalty: 5936.237793
	Iteration 23Q: 3 clusters Score -2.087153e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 142402 members 
Entering Unmasked Estep 
Score: -20872040.000000 Penalty: 5936.237793
	Iteration 24Q: 3 clusters Score -2.087204e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 143594 members 
Entering Unmasked Estep 
Score: -20872402.000000 Penalty: 5936.237793
	Iteration 25Q: 3 clusters Score -2.08724e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 144669 members 
Entering Unmasked Estep 
Score: -20872748.000000 Penalty: 5936.237793
	Iteration 26Q: 3 clusters Score -2.087275e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 145626 members 
Entering Unmasked Estep 
Score: -20872996.000000 Penalty: 5936.237793
	Iteration 27Q: 3 clusters Score -2.0873e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 146490 members 
Entering Unmasked Estep 
Score: -20873274.000000 Penalty: 5936.237793
	Iteration 28Q: 3 clusters Score -2.087327e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 147278 members 
Entering Unmasked Estep 
Score: -20873452.000000 Penalty: 5936.237793
	Iteration 29Q: 3 clusters Score -2.087345e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 147982 members 
Entering Unmasked Estep 
Score: -20873602.000000 Penalty: 5936.237793
	Iteration 30Q: 3 clusters Score -2.08736e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 148613 members 
Entering Unmasked Estep 
Score: -20873734.000000 Penalty: 5936.237793
	Iteration 31Q: 3 clusters Score -2.087373e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 149196 members 
Entering Unmasked Estep 
Score: -20873778.000000 Penalty: 5936.237793
	Iteration 32Q: 3 clusters Score -2.087378e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 149707 members 
Entering Unmasked Estep 
Score: -20873830.000000 Penalty: 5936.237793
	Iteration 33Q: 3 clusters Score -2.087383e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 150182 members 
Entering Unmasked Estep 
Score: -20873946.000000 Penalty: 5936.237793
	Iteration 34Q: 3 clusters Score -2.087395e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 150578 members 
Entering Unmasked Estep 
Score: -20873992.000000 Penalty: 5936.237793
	Iteration 35Q: 3 clusters Score -2.087399e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 150954 members 
Entering Unmasked Estep 
Score: -20874056.000000 Penalty: 5936.237793
	Iteration 36Q: 3 clusters Score -2.087406e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 151259 members 
Entering Unmasked Estep 
Score: -20874040.000000 Penalty: 5936.237793
	Iteration 37Q: 3 clusters Score -2.087404e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 151519 members 
Entering Unmasked Estep 
Score: -20874160.000000 Penalty: 5936.237793
	Iteration 38Q: 3 clusters Score -2.087416e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 151771 members 
Entering Unmasked Estep 
Score: -20874132.000000 Penalty: 5936.237793
	Iteration 39Q: 3 clusters Score -2.087413e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 151965 members 
Entering Unmasked Estep 
Score: -20874110.000000 Penalty: 5936.237793
	Iteration 40F: 3 clusters Score -2.087411e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 152139 members 
Entering Unmasked Estep 
Score: -20874176.000000 Penalty: 5936.237793
	Iteration 41Q: 3 clusters Score -2.087418e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 152296 members 
Entering Unmasked Estep 
Score: -20874202.000000 Penalty: 5936.237793
	Iteration 42Q: 3 clusters Score -2.08742e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 152435 members 
Entering Unmasked Estep 
Score: -20874222.000000 Penalty: 5936.237793
	Iteration 43Q: 3 clusters Score -2.087422e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 152568 members 
Entering Unmasked Estep 
Score: -20874216.000000 Penalty: 5936.237793
	Iteration 44Q: 3 clusters Score -2.087422e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 152693 members 
Entering Unmasked Estep 
Score: -20874244.000000 Penalty: 5936.237793
	Iteration 45Q: 3 clusters Score -2.087424e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 152805 members 
Entering Unmasked Estep 
Score: -20874270.000000 Penalty: 5936.237793
	Iteration 46Q: 3 clusters Score -2.087427e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 152907 members 
Entering Unmasked Estep 
Score: -20874308.000000 Penalty: 5936.237793
	Iteration 47Q: 3 clusters Score -2.087431e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 152997 members 
Entering Unmasked Estep 
Score: -20874328.000000 Penalty: 5936.237793
	Iteration 48Q: 3 clusters Score -2.087433e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 153077 members 
Entering Unmasked Estep 
Score: -20874316.000000 Penalty: 5936.237793
	Iteration 49Q: 3 clusters Score -2.087432e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 153155 members 
Entering Unmasked Estep 
Score: -20874332.000000 Penalty: 5936.237793
	Iteration 50Q: 3 clusters Score -2.087433e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 153224 members 
Entering Unmasked Estep 
Score: -20874374.000000 Penalty: 5936.237793
	Iteration 51Q: 3 clusters Score -2.087437e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 153283 members 
Entering Unmasked Estep 
Score: -20874358.000000 Penalty: 5936.237793
	Iteration 52Q: 3 clusters Score -2.087436e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 153332 members 
Entering Unmasked Estep 
Score: -20874368.000000 Penalty: 5936.237793
	Iteration 53Q: 3 clusters Score -2.087437e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 153375 members 
Entering Unmasked Estep 
Score: -20874368.000000 Penalty: 5936.237793
	Iteration 54Q: 3 clusters Score -2.087437e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 153417 members 
Entering Unmasked Estep 
Score: -20874376.000000 Penalty: 5936.237793
	Iteration 55Q: 3 clusters Score -2.087438e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 153451 members 
Entering Unmasked Estep 
Score: -20874350.000000 Penalty: 5936.237793
	Iteration 56Q: 3 clusters Score -2.087435e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 153487 members 
Entering Unmasked Estep 
Score: -20874312.000000 Penalty: 5936.237793
	Iteration 57Q: 3 clusters Score -2.087431e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 153518 members 
Entering Unmasked Estep 
Score: -20874326.000000 Penalty: 5936.237793
	Iteration 58Q: 3 clusters Score -2.087433e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 153541 members 
Entering Unmasked Estep 
Score: -20874292.000000 Penalty: 5936.237793
	Iteration 59Q: 3 clusters Score -2.087429e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 153569 members 
Entering Unmasked Estep 
Score: -20874310.000000 Penalty: 5936.237793
	Iteration 60F: 3 clusters Score -2.087431e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 153600 members 
Entering Unmasked Estep 
Score: -20874310.000000 Penalty: 5936.237793
	Iteration 61Q: 3 clusters Score -2.087431e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 153635 members 
Entering Unmasked Estep 
Score: -20874306.000000 Penalty: 5936.237793
	Iteration 62Q: 3 clusters Score -2.087431e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 153667 members 
Entering Unmasked Estep 
Score: -20874280.000000 Penalty: 5936.237793
	Iteration 63Q: 3 clusters Score -2.087428e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 153685 members 
Entering Unmasked Estep 
Score: -20874308.000000 Penalty: 5936.237793
	Iteration 64Q: 3 clusters Score -2.087431e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 153696 members 
Entering Unmasked Estep 
Score: -20874296.000000 Penalty: 5936.237793
	Iteration 65Q: 3 clusters Score -2.08743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 153707 members 
Entering Unmasked Estep 
Score: -20874292.000000 Penalty: 5936.237793
	Iteration 66Q: 3 clusters Score -2.087429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 153716 members 
Entering Unmasked Estep 
Score: -20874306.000000 Penalty: 5936.237793
	Iteration 67Q: 3 clusters Score -2.087431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 153722 members 
Entering Unmasked Estep 
Score: -20874304.000000 Penalty: 5936.237793
	Iteration 68Q: 3 clusters Score -2.08743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 153728 members 
Entering Unmasked Estep 
Score: -20874300.000000 Penalty: 5936.237793
	Iteration 69Q: 3 clusters Score -2.08743e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 153739 members 
Entering Unmasked Estep 
Score: -20874308.000000 Penalty: 5936.237793
	Iteration 70Q: 3 clusters Score -2.087431e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 153754 members 
Entering Unmasked Estep 
Score: -20874320.000000 Penalty: 5936.237793
	Iteration 71Q: 3 clusters Score -2.087432e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 153768 members 
Entering Unmasked Estep 
Score: -20874308.000000 Penalty: 5936.237793
	Iteration 72Q: 3 clusters Score -2.087431e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 153778 members 
Entering Unmasked Estep 
Score: -20874304.000000 Penalty: 5936.237793
	Iteration 73Q: 3 clusters Score -2.08743e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 153791 members 
Entering Unmasked Estep 
Score: -20874294.000000 Penalty: 5936.237793
	Iteration 74Q: 3 clusters Score -2.087429e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 153803 members 
Entering Unmasked Estep 
Score: -20874296.000000 Penalty: 5936.237793
	Iteration 75Q: 3 clusters Score -2.08743e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 153816 members 
Entering Unmasked Estep 
Score: -20874332.000000 Penalty: 5936.237793
	Iteration 76Q: 3 clusters Score -2.087433e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 153835 members 
Entering Unmasked Estep 
Score: -20874322.000000 Penalty: 5936.237793
	Iteration 77Q: 3 clusters Score -2.087432e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 153855 members 
Entering Unmasked Estep 
Score: -20874300.000000 Penalty: 5936.237793
	Iteration 78Q: 3 clusters Score -2.08743e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 153870 members 
Entering Unmasked Estep 
Score: -20874288.000000 Penalty: 5936.237793
	Iteration 79Q: 3 clusters Score -2.087429e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 153889 members 
Entering Unmasked Estep 
Score: -20874312.000000 Penalty: 5936.237793
	Iteration 80F: 3 clusters Score -2.087431e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 153900 members 
Entering Unmasked Estep 
Score: -20874308.000000 Penalty: 5936.237793
	Iteration 81Q: 3 clusters Score -2.087431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 153908 members 
Entering Unmasked Estep 
Score: -20874316.000000 Penalty: 5936.237793
	Iteration 82Q: 3 clusters Score -2.087432e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 153916 members 
Entering Unmasked Estep 
Score: -20874320.000000 Penalty: 5936.237793
	Iteration 83Q: 3 clusters Score -2.087432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 153926 members 
Entering Unmasked Estep 
Score: -20874308.000000 Penalty: 5936.237793
	Iteration 84Q: 3 clusters Score -2.087431e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 153936 members 
Entering Unmasked Estep 
Score: -20874300.000000 Penalty: 5936.237793
	Iteration 85Q: 3 clusters Score -2.08743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 153946 members 
Entering Unmasked Estep 
Score: -20874312.000000 Penalty: 5936.237793
	Iteration 86Q: 3 clusters Score -2.087431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 153950 members 
Entering Unmasked Estep 
Score: -20874294.000000 Penalty: 5936.237793
	Iteration 87Q: 3 clusters Score -2.087429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 153957 members 
Entering Unmasked Estep 
Score: -20874310.000000 Penalty: 5936.237793
	Iteration 88Q: 3 clusters Score -2.087431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 153964 members 
Entering Unmasked Estep 
Score: -20874300.000000 Penalty: 5936.237793
	Iteration 89Q: 3 clusters Score -2.08743e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 153977 members 
Entering Unmasked Estep 
Score: -20874294.000000 Penalty: 5936.237793
	Iteration 90Q: 3 clusters Score -2.087429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 153986 members 
Entering Unmasked Estep 
Score: -20874282.000000 Penalty: 5936.237793
	Iteration 91Q: 3 clusters Score -2.087428e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 153996 members 
Entering Unmasked Estep 
Score: -20874282.000000 Penalty: 5936.237793
	Iteration 92Q: 3 clusters Score -2.087428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 154004 members 
Entering Unmasked Estep 
Score: -20874296.000000 Penalty: 5936.237793
	Iteration 93Q: 3 clusters Score -2.08743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 154012 members 
Entering Unmasked Estep 
Score: -20874270.000000 Penalty: 5936.237793
	Iteration 94Q: 3 clusters Score -2.087427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 154017 members 
Entering Unmasked Estep 
Score: -20874280.000000 Penalty: 5936.237793
	Iteration 95Q: 3 clusters Score -2.087428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 154025 members 
Entering Unmasked Estep 
Score: -20874276.000000 Penalty: 5936.237793
	Iteration 96Q: 3 clusters Score -2.087428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 154031 members 
Entering Unmasked Estep 
Score: -20874286.000000 Penalty: 5936.237793
	Iteration 97Q: 3 clusters Score -2.087429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 154039 members 
Entering Unmasked Estep 
Score: -20874282.000000 Penalty: 5936.237793
	Iteration 98Q: 3 clusters Score -2.087428e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 154048 members 
Entering Unmasked Estep 
Score: -20874274.000000 Penalty: 5936.237793
	Iteration 99Q: 3 clusters Score -2.087427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 154056 members 
Entering Unmasked Estep 
Score: -20874262.000000 Penalty: 5936.237793
	Iteration 100F: 3 clusters Score -2.087426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 154062 members 
Entering Unmasked Estep 
Score: -20874282.000000 Penalty: 5936.237793
	Iteration 101Q: 3 clusters Score -2.087428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 154068 members 
Entering Unmasked Estep 
Score: -20874272.000000 Penalty: 5936.237793
	Iteration 102Q: 3 clusters Score -2.087427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 154071 members 
Entering Unmasked Estep 
Score: -20874272.000000 Penalty: 5936.237793
	Iteration 103Q: 3 clusters Score -2.087427e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 154078 members 
Entering Unmasked Estep 
Score: -20874260.000000 Penalty: 5936.237793
	Iteration 104Q: 3 clusters Score -2.087426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 154086 members 
Entering Unmasked Estep 
Score: -20874262.000000 Penalty: 5936.237793
	Iteration 105Q: 3 clusters Score -2.087426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 154088 members 
Entering Unmasked Estep 
Score: -20874270.000000 Penalty: 5936.237793
	Iteration 106Q: 3 clusters Score -2.087427e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 154093 members 
Entering Unmasked Estep 
Score: -20874270.000000 Penalty: 5936.237793
	Iteration 107Q: 3 clusters Score -2.087427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 154099 members 
Entering Unmasked Estep 
Score: -20874286.000000 Penalty: 5936.237793
	Iteration 108Q: 3 clusters Score -2.087429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 154109 members 
Entering Unmasked Estep 
Score: -20874286.000000 Penalty: 5936.237793
	Iteration 109Q: 3 clusters Score -2.087429e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 154118 members 
Entering Unmasked Estep 
Score: -20874274.000000 Penalty: 5936.237793
	Iteration 110Q: 3 clusters Score -2.087427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 154127 members 
Entering Unmasked Estep 
Score: -20874288.000000 Penalty: 5936.237793
	Iteration 111Q: 3 clusters Score -2.087429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 154138 members 
Entering Unmasked Estep 
Score: -20874292.000000 Penalty: 5936.237793
	Iteration 112Q: 3 clusters Score -2.087429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 154143 members 
Entering Unmasked Estep 
Score: -20874286.000000 Penalty: 5936.237793
	Iteration 113Q: 3 clusters Score -2.087429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 154151 members 
Entering Unmasked Estep 
Score: -20874302.000000 Penalty: 5936.237793
	Iteration 114Q: 3 clusters Score -2.08743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 154155 members 
Entering Unmasked Estep 
Score: -20874298.000000 Penalty: 5936.237793
	Iteration 115Q: 3 clusters Score -2.08743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 154157 members 
Entering Unmasked Estep 
Score: -20874300.000000 Penalty: 5936.237793
	Iteration 116Q: 3 clusters Score -2.08743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 154158 members 
Entering Unmasked Estep 
Score: -20874298.000000 Penalty: 5936.237793
	Iteration 117Q: 3 clusters Score -2.08743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 154160 members 
Entering Unmasked Estep 
Score: -20874300.000000 Penalty: 5936.237793
	Iteration 118Q: 3 clusters Score -2.08743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 154162 members 
Entering Unmasked Estep 
Score: -20874290.000000 Penalty: 5936.237793
	Iteration 119Q: 3 clusters Score -2.087429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 154162 members 
Entering Unmasked Estep 
Score: -20874290.000000 Penalty: 5936.237793
	Iteration 120F: 3 clusters Score -2.087429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Entering Unmasked Estep 
Score: -381720.343750 Penalty: 1973.987061
	Iteration 0F: 2 clusters Score -381720.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -378550.125000 Penalty: 3947.974121
	Iteration 0F: 3 clusters Score -378550.1 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -379231.906250 Penalty: 3947.974121
	Iteration 1F: 3 clusters Score -379231.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -379399.656250 Penalty: 3947.974121
	Iteration 2F: 3 clusters Score -379399.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -379496.000000 Penalty: 3947.974121
	Iteration 3Q: 3 clusters Score -379496 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -379563.906250 Penalty: 3947.974121
	Iteration 4Q: 3 clusters Score -379563.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -379610.281250 Penalty: 3947.974121
	Iteration 5Q: 3 clusters Score -379610.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -379644.343750 Penalty: 3947.974121
	Iteration 6Q: 3 clusters Score -379644.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -379668.781250 Penalty: 3947.974121
	Iteration 7Q: 3 clusters Score -379668.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -379688.937500 Penalty: 3947.974121
	Iteration 8Q: 3 clusters Score -379688.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -379700.062500 Penalty: 3947.974121
	Iteration 9Q: 3 clusters Score -379700.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -379711.312500 Penalty: 3947.974121
	Iteration 10Q: 3 clusters Score -379711.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -379720.468750 Penalty: 3947.974121
	Iteration 11Q: 3 clusters Score -379720.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -379725.906250 Penalty: 3947.974121
	Iteration 12Q: 3 clusters Score -379725.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -379733.031250 Penalty: 3947.974121
	Iteration 13Q: 3 clusters Score -379733 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -379743.000000 Penalty: 3947.974121
	Iteration 14Q: 3 clusters Score -379743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -379750.906250 Penalty: 3947.974121
	Iteration 15Q: 3 clusters Score -379750.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -379760.843750 Penalty: 3947.974121
	Iteration 16Q: 3 clusters Score -379760.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -379769.843750 Penalty: 3947.974121
	Iteration 17Q: 3 clusters Score -379769.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -379778.875000 Penalty: 3947.974121
	Iteration 18Q: 3 clusters Score -379778.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -379794.656250 Penalty: 3947.974121
	Iteration 19Q: 3 clusters Score -379794.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -379803.843750 Penalty: 3947.974121
	Iteration 20F: 3 clusters Score -379803.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -379813.656250 Penalty: 3947.974121
	Iteration 21Q: 3 clusters Score -379813.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -379819.125000 Penalty: 3947.974121
	Iteration 22Q: 3 clusters Score -379819.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -379824.281250 Penalty: 3947.974121
	Iteration 23Q: 3 clusters Score -379824.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -379827.781250 Penalty: 3947.974121
	Iteration 24Q: 3 clusters Score -379827.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -379832.250000 Penalty: 3947.974121
	Iteration 25Q: 3 clusters Score -379832.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -379838.625000 Penalty: 3947.974121
	Iteration 26Q: 3 clusters Score -379838.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -379844.437500 Penalty: 3947.974121
	Iteration 27Q: 3 clusters Score -379844.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -379853.437500 Penalty: 3947.974121
	Iteration 28Q: 3 clusters Score -379853.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -379861.750000 Penalty: 3947.974121
	Iteration 29Q: 3 clusters Score -379861.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -379868.125000 Penalty: 3947.974121
	Iteration 30Q: 3 clusters Score -379868.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -379873.968750 Penalty: 3947.974121
	Iteration 31Q: 3 clusters Score -379874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -379882.593750 Penalty: 3947.974121
	Iteration 32Q: 3 clusters Score -379882.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -379890.406250 Penalty: 3947.974121
	Iteration 33Q: 3 clusters Score -379890.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -379900.812500 Penalty: 3947.974121
	Iteration 34Q: 3 clusters Score -379900.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -379914.250000 Penalty: 3947.974121
	Iteration 35Q: 3 clusters Score -379914.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -379928.406250 Penalty: 3947.974121
	Iteration 36Q: 3 clusters Score -379928.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -379944.593750 Penalty: 3947.974121
	Iteration 37Q: 3 clusters Score -379944.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -379967.718750 Penalty: 3947.974121
	Iteration 38Q: 3 clusters Score -379967.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -379994.281250 Penalty: 3947.974121
	Iteration 39Q: 3 clusters Score -379994.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -380026.937500 Penalty: 3947.974121
	Iteration 40F: 3 clusters Score -380026.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -380085.593750 Penalty: 3947.974121
	Iteration 41Q: 3 clusters Score -380085.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -380148.843750 Penalty: 3947.974121
	Iteration 42Q: 3 clusters Score -380148.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -380236.593750 Penalty: 3947.974121
	Iteration 43Q: 3 clusters Score -380236.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -380340.593750 Penalty: 3947.974121
	Iteration 44Q: 3 clusters Score -380340.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -380442.187500 Penalty: 3947.974121
	Iteration 45Q: 3 clusters Score -380442.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -380540.625000 Penalty: 3947.974121
	Iteration 46Q: 3 clusters Score -380540.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -380650.031250 Penalty: 3947.974121
	Iteration 47Q: 3 clusters Score -380650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -380756.968750 Penalty: 3947.974121
	Iteration 48Q: 3 clusters Score -380757 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -380849.937500 Penalty: 3947.974121
	Iteration 49Q: 3 clusters Score -380849.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -380938.093750 Penalty: 3947.974121
	Iteration 50Q: 3 clusters Score -380938.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -381046.187500 Penalty: 3947.974121
	Iteration 51Q: 3 clusters Score -381046.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -381155.250000 Penalty: 3947.974121
	Iteration 52Q: 3 clusters Score -381155.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -381230.593750 Penalty: 3947.974121
	Iteration 53Q: 3 clusters Score -381230.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -381289.312500 Penalty: 3947.974121
	Iteration 54Q: 3 clusters Score -381289.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -381323.125000 Penalty: 3947.974121
	Iteration 55Q: 3 clusters Score -381323.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -381337.500000 Penalty: 3947.974121
	Iteration 56Q: 3 clusters Score -381337.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -381352.093750 Penalty: 3947.974121
	Iteration 57Q: 3 clusters Score -381352.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -381362.656250 Penalty: 3947.974121
	Iteration 58Q: 3 clusters Score -381362.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -381376.312500 Penalty: 3947.974121
	Iteration 59Q: 3 clusters Score -381376.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -381391.500000 Penalty: 3947.974121
	Iteration 60F: 3 clusters Score -381391.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -381412.718750 Penalty: 3947.974121
	Iteration 61Q: 3 clusters Score -381412.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -381456.125000 Penalty: 3947.974121
	Iteration 62Q: 3 clusters Score -381456.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -381481.281250 Penalty: 3947.974121
	Iteration 63Q: 3 clusters Score -381481.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -381497.125000 Penalty: 3947.974121
	Iteration 64Q: 3 clusters Score -381497.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -381501.843750 Penalty: 3947.974121
	Iteration 65Q: 3 clusters Score -381501.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -381503.687500 Penalty: 3947.974121
	Iteration 66Q: 3 clusters Score -381503.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -381503.687500 Penalty: 3947.974121
	Iteration 67F: 3 clusters Score -381503.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Entering Unmasked Estep 
Score: -885678.187500 Penalty: 2183.881836
	Iteration 0F: 2 clusters Score -885678.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -880058.625000 Penalty: 4367.763672
	Iteration 0F: 3 clusters Score -880058.6 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -881557.312500 Penalty: 4367.763672
	Iteration 1F: 3 clusters Score -881557.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -881907.750000 Penalty: 4367.763672
	Iteration 2F: 3 clusters Score -881907.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -882247.625000 Penalty: 4367.763672
	Iteration 3F: 3 clusters Score -882247.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -882696.500000 Penalty: 4367.763672
	Iteration 4F: 3 clusters Score -882696.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -883139.125000 Penalty: 4367.763672
	Iteration 5F: 3 clusters Score -883139.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -883458.687500 Penalty: 4367.763672
	Iteration 6F: 3 clusters Score -883458.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -883720.250000 Penalty: 4367.763672
	Iteration 7Q: 3 clusters Score -883720.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -883894.500000 Penalty: 4367.763672
	Iteration 8Q: 3 clusters Score -883894.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -884038.187500 Penalty: 4367.763672
	Iteration 9Q: 3 clusters Score -884038.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -884151.562500 Penalty: 4367.763672
	Iteration 10Q: 3 clusters Score -884151.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -884225.125000 Penalty: 4367.763672
	Iteration 11Q: 3 clusters Score -884225.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -884266.625000 Penalty: 4367.763672
	Iteration 12Q: 3 clusters Score -884266.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -884303.562500 Penalty: 4367.763672
	Iteration 13Q: 3 clusters Score -884303.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -884330.375000 Penalty: 4367.763672
	Iteration 14Q: 3 clusters Score -884330.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -884344.875000 Penalty: 4367.763672
	Iteration 15Q: 3 clusters Score -884344.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -884352.812500 Penalty: 4367.763672
	Iteration 16Q: 3 clusters Score -884352.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -884363.437500 Penalty: 4367.763672
	Iteration 17Q: 3 clusters Score -884363.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -884366.812500 Penalty: 4367.763672
	Iteration 18Q: 3 clusters Score -884366.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -884370.500000 Penalty: 4367.763672
	Iteration 19Q: 3 clusters Score -884370.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -884373.937500 Penalty: 4367.763672
	Iteration 20F: 3 clusters Score -884373.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -884377.875000 Penalty: 4367.763672
	Iteration 21Q: 3 clusters Score -884377.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -884379.125000 Penalty: 4367.763672
	Iteration 22Q: 3 clusters Score -884379.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -884382.687500 Penalty: 4367.763672
	Iteration 23Q: 3 clusters Score -884382.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -884383.937500 Penalty: 4367.763672
	Iteration 24Q: 3 clusters Score -884383.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -884384.312500 Penalty: 4367.763672
	Iteration 25Q: 3 clusters Score -884384.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -884385.500000 Penalty: 4367.763672
	Iteration 26Q: 3 clusters Score -884385.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -884385.500000 Penalty: 4367.763672
	Iteration 27F: 3 clusters Score -884385.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Entering Unmasked Estep 
Score: -1155307.375000 Penalty: 2249.285156
	Iteration 0F: 2 clusters Score -1155307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1148502.000000 Penalty: 4498.570312
	Iteration 0F: 3 clusters Score -1148502 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1150548.000000 Penalty: 4498.570312
	Iteration 1F: 3 clusters Score -1150548 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1151017.125000 Penalty: 4498.570312
	Iteration 2F: 3 clusters Score -1151017 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1151491.375000 Penalty: 4498.570312
	Iteration 3F: 3 clusters Score -1151491 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1151978.000000 Penalty: 4498.570312
	Iteration 4F: 3 clusters Score -1151978 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1152457.375000 Penalty: 4498.570312
	Iteration 5F: 3 clusters Score -1152457 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1152964.625000 Penalty: 4498.570312
	Iteration 6F: 3 clusters Score -1152965 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1153356.000000 Penalty: 4498.570312
	Iteration 7F: 3 clusters Score -1153356 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1153635.750000 Penalty: 4498.570312
	Iteration 8Q: 3 clusters Score -1153636 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1153822.000000 Penalty: 4498.570312
	Iteration 9Q: 3 clusters Score -1153822 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1153921.625000 Penalty: 4498.570312
	Iteration 10Q: 3 clusters Score -1153922 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1153986.000000 Penalty: 4498.570312
	Iteration 11Q: 3 clusters Score -1153986 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1154015.250000 Penalty: 4498.570312
	Iteration 12Q: 3 clusters Score -1154015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1154036.250000 Penalty: 4498.570312
	Iteration 13Q: 3 clusters Score -1154036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1154049.750000 Penalty: 4498.570312
	Iteration 14Q: 3 clusters Score -1154050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1154056.125000 Penalty: 4498.570312
	Iteration 15Q: 3 clusters Score -1154056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1154066.125000 Penalty: 4498.570312
	Iteration 16Q: 3 clusters Score -1154066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1154068.625000 Penalty: 4498.570312
	Iteration 17Q: 3 clusters Score -1154069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1154070.500000 Penalty: 4498.570312
	Iteration 18Q: 3 clusters Score -1154070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1154074.250000 Penalty: 4498.570312
	Iteration 19Q: 3 clusters Score -1154074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1154075.250000 Penalty: 4498.570312
	Iteration 20F: 3 clusters Score -1154075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1154073.500000 Penalty: 4498.570312
	Iteration 21Q: 3 clusters Score -1154074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1154075.125000 Penalty: 4498.570312
	Iteration 22Q: 3 clusters Score -1154075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1154077.125000 Penalty: 4498.570312
	Iteration 23Q: 3 clusters Score -1154077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1154077.500000 Penalty: 4498.570312
	Iteration 24Q: 3 clusters Score -1154078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1154076.625000 Penalty: 4498.570312
	Iteration 25Q: 3 clusters Score -1154077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1154078.875000 Penalty: 4498.570312
	Iteration 26Q: 3 clusters Score -1154079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1154083.875000 Penalty: 4498.570312
	Iteration 27Q: 3 clusters Score -1154084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1154089.250000 Penalty: 4498.570312
	Iteration 28Q: 3 clusters Score -1154089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1154093.375000 Penalty: 4498.570312
	Iteration 29Q: 3 clusters Score -1154093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1154096.000000 Penalty: 4498.570312
	Iteration 30Q: 3 clusters Score -1154096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1154099.375000 Penalty: 4498.570312
	Iteration 31Q: 3 clusters Score -1154099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1154105.625000 Penalty: 4498.570312
	Iteration 32Q: 3 clusters Score -1154106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1154100.875000 Penalty: 4498.570312
	Iteration 33Q: 3 clusters Score -1154101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1154102.875000 Penalty: 4498.570312
	Iteration 34Q: 3 clusters Score -1154103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1154104.625000 Penalty: 4498.570312
	Iteration 35Q: 3 clusters Score -1154105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1154106.875000 Penalty: 4498.570312
	Iteration 36Q: 3 clusters Score -1154107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1154105.500000 Penalty: 4498.570312
	Iteration 37Q: 3 clusters Score -1154106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1154105.500000 Penalty: 4498.570312
	Iteration 38F: 3 clusters Score -1154106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Entering Unmasked Estep 
Score: -992734.187500 Penalty: 2222.958984
	Iteration 0F: 2 clusters Score -992734.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -986426.250000 Penalty: 4445.917969
	Iteration 0F: 3 clusters Score -986426.2 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -988432.500000 Penalty: 4445.917969
	Iteration 1F: 3 clusters Score -988432.5 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -989074.750000 Penalty: 4445.917969
	Iteration 2F: 3 clusters Score -989074.8 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -989586.875000 Penalty: 4445.917969
	Iteration 3F: 3 clusters Score -989586.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -990032.375000 Penalty: 4445.917969
	Iteration 4F: 3 clusters Score -990032.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -990455.500000 Penalty: 4445.917969
	Iteration 5F: 3 clusters Score -990455.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -990752.500000 Penalty: 4445.917969
	Iteration 6F: 3 clusters Score -990752.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -990939.812500 Penalty: 4445.917969
	Iteration 7Q: 3 clusters Score -990939.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -991037.375000 Penalty: 4445.917969
	Iteration 8Q: 3 clusters Score -991037.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -991098.250000 Penalty: 4445.917969
	Iteration 9Q: 3 clusters Score -991098.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -991137.187500 Penalty: 4445.917969
	Iteration 10Q: 3 clusters Score -991137.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -991169.625000 Penalty: 4445.917969
	Iteration 11Q: 3 clusters Score -991169.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -991193.437500 Penalty: 4445.917969
	Iteration 12Q: 3 clusters Score -991193.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -991209.937500 Penalty: 4445.917969
	Iteration 13Q: 3 clusters Score -991209.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -991218.250000 Penalty: 4445.917969
	Iteration 14Q: 3 clusters Score -991218.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -991228.375000 Penalty: 4445.917969
	Iteration 15Q: 3 clusters Score -991228.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -991237.437500 Penalty: 4445.917969
	Iteration 16Q: 3 clusters Score -991237.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -991247.187500 Penalty: 4445.917969
	Iteration 17Q: 3 clusters Score -991247.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -991257.625000 Penalty: 4445.917969
	Iteration 18Q: 3 clusters Score -991257.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -991263.125000 Penalty: 4445.917969
	Iteration 19Q: 3 clusters Score -991263.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -991272.125000 Penalty: 4445.917969
	Iteration 20F: 3 clusters Score -991272.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -991277.000000 Penalty: 4445.917969
	Iteration 21Q: 3 clusters Score -991277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -991283.312500 Penalty: 4445.917969
	Iteration 22Q: 3 clusters Score -991283.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -991286.187500 Penalty: 4445.917969
	Iteration 23Q: 3 clusters Score -991286.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -991290.312500 Penalty: 4445.917969
	Iteration 24Q: 3 clusters Score -991290.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -991294.187500 Penalty: 4445.917969
	Iteration 25Q: 3 clusters Score -991294.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -991297.187500 Penalty: 4445.917969
	Iteration 26Q: 3 clusters Score -991297.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -991300.500000 Penalty: 4445.917969
	Iteration 27Q: 3 clusters Score -991300.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -991302.812500 Penalty: 4445.917969
	Iteration 28Q: 3 clusters Score -991302.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -991306.000000 Penalty: 4445.917969
	Iteration 29Q: 3 clusters Score -991306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -991311.500000 Penalty: 4445.917969
	Iteration 30Q: 3 clusters Score -991311.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -991316.187500 Penalty: 4445.917969
	Iteration 31Q: 3 clusters Score -991316.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -991320.750000 Penalty: 4445.917969
	Iteration 32Q: 3 clusters Score -991320.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -991323.562500 Penalty: 4445.917969
	Iteration 33Q: 3 clusters Score -991323.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -991322.187500 Penalty: 4445.917969
	Iteration 34Q: 3 clusters Score -991322.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -991323.687500 Penalty: 4445.917969
	Iteration 35Q: 3 clusters Score -991323.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -991325.187500 Penalty: 4445.917969
	Iteration 36Q: 3 clusters Score -991325.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -991325.625000 Penalty: 4445.917969
	Iteration 37Q: 3 clusters Score -991325.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -991323.312500 Penalty: 4445.917969
	Iteration 38Q: 3 clusters Score -991323.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -991323.312500 Penalty: 4445.917969
	Iteration 39F: 3 clusters Score -991323.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Entering Unmasked Estep 
Score: -3649556.750000 Penalty: 2535.464844
	Iteration 0F: 2 clusters Score -3649557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -3630664.750000 Penalty: 5070.929688
	Iteration 0F: 3 clusters Score -3630665 nChanged 12418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -3637492.000000 Penalty: 5070.929688
	Iteration 1F: 3 clusters Score -3637492 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -3638063.500000 Penalty: 5070.929688
	Iteration 2F: 3 clusters Score -3638064 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -3638674.750000 Penalty: 5070.929688
	Iteration 3Q: 3 clusters Score -3638675 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -3639380.250000 Penalty: 5070.929688
	Iteration 4Q: 3 clusters Score -3639380 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -3640166.750000 Penalty: 5070.929688
	Iteration 5Q: 3 clusters Score -3640167 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -3641035.000000 Penalty: 5070.929688
	Iteration 6Q: 3 clusters Score -3641035 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -3641956.750000 Penalty: 5070.929688
	Iteration 7F: 3 clusters Score -3641957 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -3642776.750000 Penalty: 5070.929688
	Iteration 8Q: 3 clusters Score -3642777 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -3643489.750000 Penalty: 5070.929688
	Iteration 9Q: 3 clusters Score -3643490 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -3644107.000000 Penalty: 5070.929688
	Iteration 10Q: 3 clusters Score -3644107 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -3644563.250000 Penalty: 5070.929688
	Iteration 11Q: 3 clusters Score -3644563 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -3644954.750000 Penalty: 5070.929688
	Iteration 12Q: 3 clusters Score -3644955 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -3645214.250000 Penalty: 5070.929688
	Iteration 13Q: 3 clusters Score -3645214 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -3645475.000000 Penalty: 5070.929688
	Iteration 14Q: 3 clusters Score -3645475 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -3645678.750000 Penalty: 5070.929688
	Iteration 15Q: 3 clusters Score -3645679 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -3645838.250000 Penalty: 5070.929688
	Iteration 16Q: 3 clusters Score -3645838 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -3645938.250000 Penalty: 5070.929688
	Iteration 17Q: 3 clusters Score -3645938 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -3646021.500000 Penalty: 5070.929688
	Iteration 18Q: 3 clusters Score -3646022 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3646117.000000 Penalty: 5070.929688
	Iteration 19Q: 3 clusters Score -3646117 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -3646191.000000 Penalty: 5070.929688
	Iteration 20F: 3 clusters Score -3646191 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -3646271.250000 Penalty: 5070.929688
	Iteration 21Q: 3 clusters Score -3646271 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -3646353.250000 Penalty: 5070.929688
	Iteration 22Q: 3 clusters Score -3646353 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3646444.000000 Penalty: 5070.929688
	Iteration 23Q: 3 clusters Score -3646444 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -3646508.500000 Penalty: 5070.929688
	Iteration 24Q: 3 clusters Score -3646508 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -3646597.500000 Penalty: 5070.929688
	Iteration 25Q: 3 clusters Score -3646598 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -3646659.750000 Penalty: 5070.929688
	Iteration 26Q: 3 clusters Score -3646660 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -3646713.750000 Penalty: 5070.929688
	Iteration 27Q: 3 clusters Score -3646714 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -3646779.500000 Penalty: 5070.929688
	Iteration 28Q: 3 clusters Score -3646780 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -3646834.000000 Penalty: 5070.929688
	Iteration 29Q: 3 clusters Score -3646834 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -3646874.500000 Penalty: 5070.929688
	Iteration 30Q: 3 clusters Score -3646874 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -3646927.750000 Penalty: 5070.929688
	Iteration 31Q: 3 clusters Score -3646928 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -3646978.000000 Penalty: 5070.929688
	Iteration 32Q: 3 clusters Score -3646978 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -3647022.250000 Penalty: 5070.929688
	Iteration 33Q: 3 clusters Score -3647022 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3647072.250000 Penalty: 5070.929688
	Iteration 34Q: 3 clusters Score -3647072 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -3647117.250000 Penalty: 5070.929688
	Iteration 35Q: 3 clusters Score -3647117 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -3647156.250000 Penalty: 5070.929688
	Iteration 36Q: 3 clusters Score -3647156 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -3647195.750000 Penalty: 5070.929688
	Iteration 37Q: 3 clusters Score -3647196 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -3647224.500000 Penalty: 5070.929688
	Iteration 38Q: 3 clusters Score -3647224 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -3647248.250000 Penalty: 5070.929688
	Iteration 39Q: 3 clusters Score -3647248 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -3647272.500000 Penalty: 5070.929688
	Iteration 40F: 3 clusters Score -3647272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -3647295.000000 Penalty: 5070.929688
	Iteration 41Q: 3 clusters Score -3647295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -3647307.000000 Penalty: 5070.929688
	Iteration 42Q: 3 clusters Score -3647307 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -3647314.000000 Penalty: 5070.929688
	Iteration 43Q: 3 clusters Score -3647314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -3647339.250000 Penalty: 5070.929688
	Iteration 44Q: 3 clusters Score -3647339 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -3647351.500000 Penalty: 5070.929688
	Iteration 45Q: 3 clusters Score -3647352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -3647360.000000 Penalty: 5070.929688
	Iteration 46Q: 3 clusters Score -3647360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -3647368.000000 Penalty: 5070.929688
	Iteration 47Q: 3 clusters Score -3647368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -3647372.500000 Penalty: 5070.929688
	Iteration 48Q: 3 clusters Score -3647372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -3647372.000000 Penalty: 5070.929688
	Iteration 49Q: 3 clusters Score -3647372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3647373.500000 Penalty: 5070.929688
	Iteration 50Q: 3 clusters Score -3647374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -3647382.000000 Penalty: 5070.929688
	Iteration 51Q: 3 clusters Score -3647382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -3647392.000000 Penalty: 5070.929688
	Iteration 52Q: 3 clusters Score -3647392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3647397.000000 Penalty: 5070.929688
	Iteration 53Q: 3 clusters Score -3647397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -3647399.500000 Penalty: 5070.929688
	Iteration 54Q: 3 clusters Score -3647400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -3647393.750000 Penalty: 5070.929688
	Iteration 55Q: 3 clusters Score -3647394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -3647393.750000 Penalty: 5070.929688
	Iteration 56Q: 3 clusters Score -3647394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -3647401.250000 Penalty: 5070.929688
	Iteration 57Q: 3 clusters Score -3647401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -3647400.500000 Penalty: 5070.929688
	Iteration 58Q: 3 clusters Score -3647400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -3647407.250000 Penalty: 5070.929688
	Iteration 59Q: 3 clusters Score -3647407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -3647414.750000 Penalty: 5070.929688
	Iteration 60F: 3 clusters Score -3647415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -3647413.000000 Penalty: 5070.929688
	Iteration 61Q: 3 clusters Score -3647413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -3647415.250000 Penalty: 5070.929688
	Iteration 62Q: 3 clusters Score -3647415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -3647418.750000 Penalty: 5070.929688
	Iteration 63Q: 3 clusters Score -3647419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -3647417.750000 Penalty: 5070.929688
	Iteration 64Q: 3 clusters Score -3647418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -3647421.000000 Penalty: 5070.929688
	Iteration 65Q: 3 clusters Score -3647421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -3647431.750000 Penalty: 5070.929688
	Iteration 66Q: 3 clusters Score -3647432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -3647435.000000 Penalty: 5070.929688
	Iteration 67Q: 3 clusters Score -3647435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -3647436.250000 Penalty: 5070.929688
	Iteration 68Q: 3 clusters Score -3647436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -3647437.000000 Penalty: 5070.929688
	Iteration 69Q: 3 clusters Score -3647437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -3647441.000000 Penalty: 5070.929688
	Iteration 70Q: 3 clusters Score -3647441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -3647444.500000 Penalty: 5070.929688
	Iteration 71Q: 3 clusters Score -3647444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -3647446.750000 Penalty: 5070.929688
	Iteration 72Q: 3 clusters Score -3647447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -3647443.500000 Penalty: 5070.929688
	Iteration 73Q: 3 clusters Score -3647444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -3647443.750000 Penalty: 5070.929688
	Iteration 74Q: 3 clusters Score -3647444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -3647441.000000 Penalty: 5070.929688
	Iteration 75Q: 3 clusters Score -3647441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -3647441.000000 Penalty: 5070.929688
	Iteration 76F: 3 clusters Score -3647441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (73634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Entering Unmasked Estep 
Score: -9919103.000000 Penalty: 2779.302002
	Iteration 0F: 2 clusters Score -9919103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -9869829.000000 Penalty: 5558.604004
	Iteration 0F: 3 clusters Score -9869829 nChanged 34494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -9889018.000000 Penalty: 5558.604004
	Iteration 1F: 3 clusters Score -9889018 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -9889674.000000 Penalty: 5558.604004
	Iteration 2Q: 3 clusters Score -9889674 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -9890473.000000 Penalty: 5558.604004
	Iteration 3Q: 3 clusters Score -9890473 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -9891512.000000 Penalty: 5558.604004
	Iteration 4Q: 3 clusters Score -9891512 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -9892890.000000 Penalty: 5558.604004
	Iteration 5Q: 3 clusters Score -9892890 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -9894891.000000 Penalty: 5558.604004
	Iteration 6F: 3 clusters Score -9894891 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -9897514.000000 Penalty: 5558.604004
	Iteration 7F: 3 clusters Score -9897514 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -9900475.000000 Penalty: 5558.604004
	Iteration 8F: 3 clusters Score -9900475 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -9903502.000000 Penalty: 5558.604004
	Iteration 9F: 3 clusters Score -9903502 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 52134 members 
Entering Unmasked Estep 
Score: -9905935.000000 Penalty: 5558.604004
	Iteration 10F: 3 clusters Score -9905935 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 54821 members 
Entering Unmasked Estep 
Score: -9908293.000000 Penalty: 5558.604004
	Iteration 11Q: 3 clusters Score -9908293 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 57283 members 
Entering Unmasked Estep 
Score: -9910630.000000 Penalty: 5558.604004
	Iteration 12Q: 3 clusters Score -9910630 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 59239 members 
Entering Unmasked Estep 
Score: -9912550.000000 Penalty: 5558.604004
	Iteration 13Q: 3 clusters Score -9912550 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 60646 members 
Entering Unmasked Estep 
Score: -9913800.000000 Penalty: 5558.604004
	Iteration 14Q: 3 clusters Score -9913800 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 61721 members 
Entering Unmasked Estep 
Score: -9914643.000000 Penalty: 5558.604004
	Iteration 15Q: 3 clusters Score -9914643 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 62620 members 
Entering Unmasked Estep 
Score: -9915037.000000 Penalty: 5558.604004
	Iteration 16Q: 3 clusters Score -9915037 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -9915332.000000 Penalty: 5558.604004
	Iteration 17Q: 3 clusters Score -9915332 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 64042 members 
Entering Unmasked Estep 
Score: -9915543.000000 Penalty: 5558.604004
	Iteration 18Q: 3 clusters Score -9915543 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 64672 members 
Entering Unmasked Estep 
Score: -9915751.000000 Penalty: 5558.604004
	Iteration 19Q: 3 clusters Score -9915751 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 65227 members 
Entering Unmasked Estep 
Score: -9915903.000000 Penalty: 5558.604004
	Iteration 20F: 3 clusters Score -9915903 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 65765 members 
Entering Unmasked Estep 
Score: -9916042.000000 Penalty: 5558.604004
	Iteration 21Q: 3 clusters Score -9916042 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -9916178.000000 Penalty: 5558.604004
	Iteration 22Q: 3 clusters Score -9916178 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 66717 members 
Entering Unmasked Estep 
Score: -9916314.000000 Penalty: 5558.604004
	Iteration 23Q: 3 clusters Score -9916314 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 67129 members 
Entering Unmasked Estep 
Score: -9916438.000000 Penalty: 5558.604004
	Iteration 24Q: 3 clusters Score -9916438 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 67498 members 
Entering Unmasked Estep 
Score: -9916503.000000 Penalty: 5558.604004
	Iteration 25Q: 3 clusters Score -9916503 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 67862 members 
Entering Unmasked Estep 
Score: -9916620.000000 Penalty: 5558.604004
	Iteration 26Q: 3 clusters Score -9916620 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 68206 members 
Entering Unmasked Estep 
Score: -9916718.000000 Penalty: 5558.604004
	Iteration 27Q: 3 clusters Score -9916718 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 68503 members 
Entering Unmasked Estep 
Score: -9916789.000000 Penalty: 5558.604004
	Iteration 28Q: 3 clusters Score -9916789 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 68776 members 
Entering Unmasked Estep 
Score: -9916860.000000 Penalty: 5558.604004
	Iteration 29Q: 3 clusters Score -9916860 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 69041 members 
Entering Unmasked Estep 
Score: -9916897.000000 Penalty: 5558.604004
	Iteration 30Q: 3 clusters Score -9916897 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 69278 members 
Entering Unmasked Estep 
Score: -9916937.000000 Penalty: 5558.604004
	Iteration 31Q: 3 clusters Score -9916937 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 69505 members 
Entering Unmasked Estep 
Score: -9916994.000000 Penalty: 5558.604004
	Iteration 32Q: 3 clusters Score -9916994 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 69715 members 
Entering Unmasked Estep 
Score: -9917030.000000 Penalty: 5558.604004
	Iteration 33Q: 3 clusters Score -9917030 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 69902 members 
Entering Unmasked Estep 
Score: -9917094.000000 Penalty: 5558.604004
	Iteration 34Q: 3 clusters Score -9917094 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 70069 members 
Entering Unmasked Estep 
Score: -9917134.000000 Penalty: 5558.604004
	Iteration 35Q: 3 clusters Score -9917134 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 70221 members 
Entering Unmasked Estep 
Score: -9917176.000000 Penalty: 5558.604004
	Iteration 36Q: 3 clusters Score -9917176 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 70357 members 
Entering Unmasked Estep 
Score: -9917220.000000 Penalty: 5558.604004
	Iteration 37Q: 3 clusters Score -9917220 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 70473 members 
Entering Unmasked Estep 
Score: -9917228.000000 Penalty: 5558.604004
	Iteration 38Q: 3 clusters Score -9917228 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 70574 members 
Entering Unmasked Estep 
Score: -9917253.000000 Penalty: 5558.604004
	Iteration 39Q: 3 clusters Score -9917253 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 70674 members 
Entering Unmasked Estep 
Score: -9917274.000000 Penalty: 5558.604004
	Iteration 40F: 3 clusters Score -9917274 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 70767 members 
Entering Unmasked Estep 
Score: -9917278.000000 Penalty: 5558.604004
	Iteration 41Q: 3 clusters Score -9917278 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 70843 members 
Entering Unmasked Estep 
Score: -9917323.000000 Penalty: 5558.604004
	Iteration 42Q: 3 clusters Score -9917323 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 70901 members 
Entering Unmasked Estep 
Score: -9917336.000000 Penalty: 5558.604004
	Iteration 43Q: 3 clusters Score -9917336 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 70948 members 
Entering Unmasked Estep 
Score: -9917337.000000 Penalty: 5558.604004
	Iteration 44Q: 3 clusters Score -9917337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 70980 members 
Entering Unmasked Estep 
Score: -9917367.000000 Penalty: 5558.604004
	Iteration 45Q: 3 clusters Score -9917367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 71005 members 
Entering Unmasked Estep 
Score: -9917371.000000 Penalty: 5558.604004
	Iteration 46Q: 3 clusters Score -9917371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 71030 members 
Entering Unmasked Estep 
Score: -9917374.000000 Penalty: 5558.604004
	Iteration 47Q: 3 clusters Score -9917374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 71052 members 
Entering Unmasked Estep 
Score: -9917377.000000 Penalty: 5558.604004
	Iteration 48Q: 3 clusters Score -9917377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 71068 members 
Entering Unmasked Estep 
Score: -9917398.000000 Penalty: 5558.604004
	Iteration 49Q: 3 clusters Score -9917398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 71082 members 
Entering Unmasked Estep 
Score: -9917400.000000 Penalty: 5558.604004
	Iteration 50Q: 3 clusters Score -9917400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 71104 members 
Entering Unmasked Estep 
Score: -9917392.000000 Penalty: 5558.604004
	Iteration 51Q: 3 clusters Score -9917392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 71124 members 
Entering Unmasked Estep 
Score: -9917395.000000 Penalty: 5558.604004
	Iteration 52Q: 3 clusters Score -9917395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 71148 members 
Entering Unmasked Estep 
Score: -9917386.000000 Penalty: 5558.604004
	Iteration 53Q: 3 clusters Score -9917386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 71175 members 
Entering Unmasked Estep 
Score: -9917404.000000 Penalty: 5558.604004
	Iteration 54Q: 3 clusters Score -9917404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 71198 members 
Entering Unmasked Estep 
Score: -9917409.000000 Penalty: 5558.604004
	Iteration 55Q: 3 clusters Score -9917409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 71211 members 
Entering Unmasked Estep 
Score: -9917403.000000 Penalty: 5558.604004
	Iteration 56Q: 3 clusters Score -9917403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 71226 members 
Entering Unmasked Estep 
Score: -9917412.000000 Penalty: 5558.604004
	Iteration 57Q: 3 clusters Score -9917412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 71237 members 
Entering Unmasked Estep 
Score: -9917407.000000 Penalty: 5558.604004
	Iteration 58Q: 3 clusters Score -9917407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 71247 members 
Entering Unmasked Estep 
Score: -9917411.000000 Penalty: 5558.604004
	Iteration 59Q: 3 clusters Score -9917411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 71258 members 
Entering Unmasked Estep 
Score: -9917424.000000 Penalty: 5558.604004
	Iteration 60F: 3 clusters Score -9917424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 71265 members 
Entering Unmasked Estep 
Score: -9917421.000000 Penalty: 5558.604004
	Iteration 61Q: 3 clusters Score -9917421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
Score: -9917419.000000 Penalty: 5558.604004
	Iteration 62Q: 3 clusters Score -9917419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 71277 members 
Entering Unmasked Estep 
Score: -9917415.000000 Penalty: 5558.604004
	Iteration 63Q: 3 clusters Score -9917415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 71284 members 
Entering Unmasked Estep 
Score: -9917425.000000 Penalty: 5558.604004
	Iteration 64Q: 3 clusters Score -9917425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 71293 members 
Entering Unmasked Estep 
Score: -9917431.000000 Penalty: 5558.604004
	Iteration 65Q: 3 clusters Score -9917431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 71300 members 
Entering Unmasked Estep 
Score: -9917433.000000 Penalty: 5558.604004
	Iteration 66Q: 3 clusters Score -9917433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 71308 members 
Entering Unmasked Estep 
Score: -9917431.000000 Penalty: 5558.604004
	Iteration 67Q: 3 clusters Score -9917431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 71312 members 
Entering Unmasked Estep 
Score: -9917432.000000 Penalty: 5558.604004
	Iteration 68Q: 3 clusters Score -9917432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 71316 members 
Entering Unmasked Estep 
Score: -9917427.000000 Penalty: 5558.604004
	Iteration 69Q: 3 clusters Score -9917427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 71317 members 
Entering Unmasked Estep 
Score: -9917425.000000 Penalty: 5558.604004
	Iteration 70Q: 3 clusters Score -9917425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 71317 members 
Entering Unmasked Estep 
Score: -9917425.000000 Penalty: 5558.604004
	Iteration 71F: 3 clusters Score -9917425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (153422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153422 members 
Entering Unmasked Estep 
Score: -20808256.000000 Penalty: 2961.354980
	Iteration 0F: 2 clusters Score -2.080826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 76572 members 
Entering Unmasked Estep 
Score: -20705578.000000 Penalty: 5922.709961
	Iteration 0F: 3 clusters Score -2.070558e+07 nChanged 73420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78238 members 
Mstep: Class 2 contains 75184 members 
Entering Unmasked Estep 
Score: -20748484.000000 Penalty: 5922.709961
	Iteration 1F: 3 clusters Score -2.074848e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79276 members 
Mstep: Class 2 contains 74146 members 
Entering Unmasked Estep 
Score: -20749560.000000 Penalty: 5922.709961
	Iteration 2Q: 3 clusters Score -2.074956e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80772 members 
Mstep: Class 2 contains 72650 members 
Entering Unmasked Estep 
Score: -20750980.000000 Penalty: 5922.709961
	Iteration 3Q: 3 clusters Score -2.075098e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 70320 members 
Entering Unmasked Estep 
Score: -20752662.000000 Penalty: 5922.709961
	Iteration 4Q: 3 clusters Score -2.075266e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86656 members 
Mstep: Class 2 contains 66766 members 
Entering Unmasked Estep 
Score: -20755384.000000 Penalty: 5922.709961
	Iteration 5Q: 3 clusters Score -2.075538e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91631 members 
Mstep: Class 2 contains 61791 members 
Entering Unmasked Estep 
Score: -20759724.000000 Penalty: 5922.709961
	Iteration 6F: 3 clusters Score -2.075972e+07 nChanged 9293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98044 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -20766464.000000 Penalty: 5922.709961
	Iteration 7F: 3 clusters Score -2.076646e+07 nChanged 10457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105199 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -20776182.000000 Penalty: 5922.709961
	Iteration 8F: 3 clusters Score -2.077618e+07 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110897 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -20785750.000000 Penalty: 5922.709961
	Iteration 9F: 3 clusters Score -2.078575e+07 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114301 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -20791430.000000 Penalty: 5922.709961
	Iteration 10F: 3 clusters Score -2.079143e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116684 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -20793802.000000 Penalty: 5922.709961
	Iteration 11Q: 3 clusters Score -2.07938e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118727 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -20795252.000000 Penalty: 5922.709961
	Iteration 12Q: 3 clusters Score -2.079525e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120628 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -20796398.000000 Penalty: 5922.709961
	Iteration 13Q: 3 clusters Score -2.07964e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122488 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -20797396.000000 Penalty: 5922.709961
	Iteration 14Q: 3 clusters Score -2.07974e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124358 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -20798196.000000 Penalty: 5922.709961
	Iteration 15Q: 3 clusters Score -2.07982e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126136 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -20798884.000000 Penalty: 5922.709961
	Iteration 16Q: 3 clusters Score -2.079888e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127849 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -20799520.000000 Penalty: 5922.709961
	Iteration 17Q: 3 clusters Score -2.079952e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129544 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -20800124.000000 Penalty: 5922.709961
	Iteration 18Q: 3 clusters Score -2.080012e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131160 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -20800634.000000 Penalty: 5922.709961
	Iteration 19Q: 3 clusters Score -2.080063e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132662 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -20800986.000000 Penalty: 5922.709961
	Iteration 20F: 3 clusters Score -2.080099e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134024 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -20801376.000000 Penalty: 5922.709961
	Iteration 21Q: 3 clusters Score -2.080138e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135440 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -20801668.000000 Penalty: 5922.709961
	Iteration 22Q: 3 clusters Score -2.080167e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136754 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -20802096.000000 Penalty: 5922.709961
	Iteration 23Q: 3 clusters Score -2.08021e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137963 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -20802422.000000 Penalty: 5922.709961
	Iteration 24Q: 3 clusters Score -2.080242e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139066 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -20802844.000000 Penalty: 5922.709961
	Iteration 25Q: 3 clusters Score -2.080284e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140072 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -20803096.000000 Penalty: 5922.709961
	Iteration 26Q: 3 clusters Score -2.08031e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140989 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -20803318.000000 Penalty: 5922.709961
	Iteration 27Q: 3 clusters Score -2.080332e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141873 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -20803630.000000 Penalty: 5922.709961
	Iteration 28Q: 3 clusters Score -2.080363e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142689 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -20803912.000000 Penalty: 5922.709961
	Iteration 29Q: 3 clusters Score -2.080391e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143452 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -20804094.000000 Penalty: 5922.709961
	Iteration 30Q: 3 clusters Score -2.080409e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144178 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -20804264.000000 Penalty: 5922.709961
	Iteration 31Q: 3 clusters Score -2.080426e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144883 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -20804452.000000 Penalty: 5922.709961
	Iteration 32Q: 3 clusters Score -2.080445e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145533 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -20804674.000000 Penalty: 5922.709961
	Iteration 33Q: 3 clusters Score -2.080467e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146069 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -20804798.000000 Penalty: 5922.709961
	Iteration 34Q: 3 clusters Score -2.08048e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146588 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -20804930.000000 Penalty: 5922.709961
	Iteration 35Q: 3 clusters Score -2.080493e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147037 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -20805024.000000 Penalty: 5922.709961
	Iteration 36Q: 3 clusters Score -2.080502e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147451 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -20805140.000000 Penalty: 5922.709961
	Iteration 37Q: 3 clusters Score -2.080514e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147837 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -20805332.000000 Penalty: 5922.709961
	Iteration 38Q: 3 clusters Score -2.080533e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148181 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -20805454.000000 Penalty: 5922.709961
	Iteration 39Q: 3 clusters Score -2.080545e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148470 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -20805492.000000 Penalty: 5922.709961
	Iteration 40F: 3 clusters Score -2.080549e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148736 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -20805552.000000 Penalty: 5922.709961
	Iteration 41Q: 3 clusters Score -2.080555e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148952 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -20805610.000000 Penalty: 5922.709961
	Iteration 42Q: 3 clusters Score -2.080561e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149150 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -20805658.000000 Penalty: 5922.709961
	Iteration 43Q: 3 clusters Score -2.080566e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149318 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -20805692.000000 Penalty: 5922.709961
	Iteration 44Q: 3 clusters Score -2.080569e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149480 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -20805704.000000 Penalty: 5922.709961
	Iteration 45Q: 3 clusters Score -2.08057e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149622 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -20805768.000000 Penalty: 5922.709961
	Iteration 46Q: 3 clusters Score -2.080577e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149747 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -20805762.000000 Penalty: 5922.709961
	Iteration 47Q: 3 clusters Score -2.080576e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149861 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -20805794.000000 Penalty: 5922.709961
	Iteration 48Q: 3 clusters Score -2.080579e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149962 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -20805820.000000 Penalty: 5922.709961
	Iteration 49Q: 3 clusters Score -2.080582e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150059 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -20805842.000000 Penalty: 5922.709961
	Iteration 50Q: 3 clusters Score -2.080584e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150136 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -20805872.000000 Penalty: 5922.709961
	Iteration 51Q: 3 clusters Score -2.080587e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150200 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -20805858.000000 Penalty: 5922.709961
	Iteration 52Q: 3 clusters Score -2.080586e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150249 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -20805886.000000 Penalty: 5922.709961
	Iteration 53Q: 3 clusters Score -2.080589e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150285 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -20805912.000000 Penalty: 5922.709961
	Iteration 54Q: 3 clusters Score -2.080591e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150325 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -20805888.000000 Penalty: 5922.709961
	Iteration 55Q: 3 clusters Score -2.080589e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150371 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -20805872.000000 Penalty: 5922.709961
	Iteration 56Q: 3 clusters Score -2.080587e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150415 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -20805900.000000 Penalty: 5922.709961
	Iteration 57Q: 3 clusters Score -2.08059e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150459 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -20805906.000000 Penalty: 5922.709961
	Iteration 58Q: 3 clusters Score -2.080591e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150504 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -20805910.000000 Penalty: 5922.709961
	Iteration 59Q: 3 clusters Score -2.080591e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150543 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -20805886.000000 Penalty: 5922.709961
	Iteration 60F: 3 clusters Score -2.080589e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150589 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -20805914.000000 Penalty: 5922.709961
	Iteration 61Q: 3 clusters Score -2.080591e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150629 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -20805900.000000 Penalty: 5922.709961
	Iteration 62Q: 3 clusters Score -2.08059e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150676 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -20805882.000000 Penalty: 5922.709961
	Iteration 63Q: 3 clusters Score -2.080588e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150722 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -20805906.000000 Penalty: 5922.709961
	Iteration 64Q: 3 clusters Score -2.080591e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150762 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -20805932.000000 Penalty: 5922.709961
	Iteration 65Q: 3 clusters Score -2.080593e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150801 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -20805944.000000 Penalty: 5922.709961
	Iteration 66Q: 3 clusters Score -2.080594e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150838 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -20805940.000000 Penalty: 5922.709961
	Iteration 67Q: 3 clusters Score -2.080594e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150866 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -20805960.000000 Penalty: 5922.709961
	Iteration 68Q: 3 clusters Score -2.080596e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150886 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -20805960.000000 Penalty: 5922.709961
	Iteration 69Q: 3 clusters Score -2.080596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150897 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -20805964.000000 Penalty: 5922.709961
	Iteration 70Q: 3 clusters Score -2.080596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150911 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -20805950.000000 Penalty: 5922.709961
	Iteration 71Q: 3 clusters Score -2.080595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150924 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -20805938.000000 Penalty: 5922.709961
	Iteration 72Q: 3 clusters Score -2.080594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150935 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -20805934.000000 Penalty: 5922.709961
	Iteration 73Q: 3 clusters Score -2.080593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150943 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -20805916.000000 Penalty: 5922.709961
	Iteration 74Q: 3 clusters Score -2.080592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150953 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -20805922.000000 Penalty: 5922.709961
	Iteration 75Q: 3 clusters Score -2.080592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150967 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -20805920.000000 Penalty: 5922.709961
	Iteration 76Q: 3 clusters Score -2.080592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150975 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -20805938.000000 Penalty: 5922.709961
	Iteration 77Q: 3 clusters Score -2.080594e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150988 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -20805938.000000 Penalty: 5922.709961
	Iteration 78Q: 3 clusters Score -2.080594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150998 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -20805948.000000 Penalty: 5922.709961
	Iteration 79Q: 3 clusters Score -2.080595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151006 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -20805966.000000 Penalty: 5922.709961
	Iteration 80F: 3 clusters Score -2.080597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151011 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -20805962.000000 Penalty: 5922.709961
	Iteration 81Q: 3 clusters Score -2.080596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151016 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -20805966.000000 Penalty: 5922.709961
	Iteration 82Q: 3 clusters Score -2.080597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151022 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -20805968.000000 Penalty: 5922.709961
	Iteration 83Q: 3 clusters Score -2.080597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151028 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -20805966.000000 Penalty: 5922.709961
	Iteration 84Q: 3 clusters Score -2.080597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151031 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -20805970.000000 Penalty: 5922.709961
	Iteration 85Q: 3 clusters Score -2.080597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151032 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -20805988.000000 Penalty: 5922.709961
	Iteration 86Q: 3 clusters Score -2.080599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151034 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -20805984.000000 Penalty: 5922.709961
	Iteration 87Q: 3 clusters Score -2.080598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151036 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -20805982.000000 Penalty: 5922.709961
	Iteration 88Q: 3 clusters Score -2.080598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151040 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -20805982.000000 Penalty: 5922.709961
	Iteration 89Q: 3 clusters Score -2.080598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151042 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -20805980.000000 Penalty: 5922.709961
	Iteration 90Q: 3 clusters Score -2.080598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151045 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -20805978.000000 Penalty: 5922.709961
	Iteration 91Q: 3 clusters Score -2.080598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151047 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -20805988.000000 Penalty: 5922.709961
	Iteration 92Q: 3 clusters Score -2.080599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151050 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -20805982.000000 Penalty: 5922.709961
	Iteration 93Q: 3 clusters Score -2.080598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151054 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -20805976.000000 Penalty: 5922.709961
	Iteration 94Q: 3 clusters Score -2.080598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151060 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -20805972.000000 Penalty: 5922.709961
	Iteration 95Q: 3 clusters Score -2.080597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151061 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -20805974.000000 Penalty: 5922.709961
	Iteration 96Q: 3 clusters Score -2.080597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151064 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -20805974.000000 Penalty: 5922.709961
	Iteration 97Q: 3 clusters Score -2.080597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151068 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -20805980.000000 Penalty: 5922.709961
	Iteration 98Q: 3 clusters Score -2.080598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151072 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -20805976.000000 Penalty: 5922.709961
	Iteration 99Q: 3 clusters Score -2.080598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151075 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -20805968.000000 Penalty: 5922.709961
	Iteration 100F: 3 clusters Score -2.080597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151079 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -20805976.000000 Penalty: 5922.709961
	Iteration 101Q: 3 clusters Score -2.080598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151087 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -20805982.000000 Penalty: 5922.709961
	Iteration 102Q: 3 clusters Score -2.080598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151091 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -20805974.000000 Penalty: 5922.709961
	Iteration 103Q: 3 clusters Score -2.080597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151098 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -20805978.000000 Penalty: 5922.709961
	Iteration 104Q: 3 clusters Score -2.080598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151106 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -20805990.000000 Penalty: 5922.709961
	Iteration 105Q: 3 clusters Score -2.080599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151108 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -20805994.000000 Penalty: 5922.709961
	Iteration 106Q: 3 clusters Score -2.080599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151110 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -20805978.000000 Penalty: 5922.709961
	Iteration 107Q: 3 clusters Score -2.080598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151112 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -20805970.000000 Penalty: 5922.709961
	Iteration 108Q: 3 clusters Score -2.080597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151117 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -20805978.000000 Penalty: 5922.709961
	Iteration 109Q: 3 clusters Score -2.080598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151119 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -20805978.000000 Penalty: 5922.709961
	Iteration 110Q: 3 clusters Score -2.080598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151123 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -20805956.000000 Penalty: 5922.709961
	Iteration 111Q: 3 clusters Score -2.080596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151128 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -20805962.000000 Penalty: 5922.709961
	Iteration 112Q: 3 clusters Score -2.080596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151132 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -20805972.000000 Penalty: 5922.709961
	Iteration 113Q: 3 clusters Score -2.080597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151135 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -20805982.000000 Penalty: 5922.709961
	Iteration 114Q: 3 clusters Score -2.080598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151136 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -20805990.000000 Penalty: 5922.709961
	Iteration 115Q: 3 clusters Score -2.080599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151137 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -20805984.000000 Penalty: 5922.709961
	Iteration 116Q: 3 clusters Score -2.080598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151139 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -20805996.000000 Penalty: 5922.709961
	Iteration 117Q: 3 clusters Score -2.0806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151141 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -20805990.000000 Penalty: 5922.709961
	Iteration 118Q: 3 clusters Score -2.080599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151142 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -20805996.000000 Penalty: 5922.709961
	Iteration 119Q: 3 clusters Score -2.0806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151144 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -20805992.000000 Penalty: 5922.709961
	Iteration 120F: 3 clusters Score -2.080599e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (62949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62949 members 
Entering Unmasked Estep 
Score: -8450236.000000 Penalty: 2740.419922
	Iteration 0F: 2 clusters Score -8450236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -8407898.000000 Penalty: 5480.839844
	Iteration 0F: 3 clusters Score -8407898 nChanged 29448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -8424563.000000 Penalty: 5480.839844
	Iteration 1F: 3 clusters Score -8424563 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -8425218.000000 Penalty: 5480.839844
	Iteration 2Q: 3 clusters Score -8425218 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -8426149.000000 Penalty: 5480.839844
	Iteration 3Q: 3 clusters Score -8426149 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -8427457.000000 Penalty: 5480.839844
	Iteration 4Q: 3 clusters Score -8427457 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -8429697.000000 Penalty: 5480.839844
	Iteration 5F: 3 clusters Score -8429697 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -8433188.000000 Penalty: 5480.839844
	Iteration 6F: 3 clusters Score -8433188 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -8437556.000000 Penalty: 5480.839844
	Iteration 7F: 3 clusters Score -8437556 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -8441686.000000 Penalty: 5480.839844
	Iteration 8F: 3 clusters Score -8441686 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 52473 members 
Entering Unmasked Estep 
Score: -8444803.000000 Penalty: 5480.839844
	Iteration 9F: 3 clusters Score -8444803 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -8446397.000000 Penalty: 5480.839844
	Iteration 10Q: 3 clusters Score -8446397 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 54697 members 
Entering Unmasked Estep 
Score: -8447057.000000 Penalty: 5480.839844
	Iteration 11Q: 3 clusters Score -8447057 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 55318 members 
Entering Unmasked Estep 
Score: -8447348.000000 Penalty: 5480.839844
	Iteration 12Q: 3 clusters Score -8447348 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 55826 members 
Entering Unmasked Estep 
Score: -8447517.000000 Penalty: 5480.839844
	Iteration 13Q: 3 clusters Score -8447517 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 56293 members 
Entering Unmasked Estep 
Score: -8447694.000000 Penalty: 5480.839844
	Iteration 14Q: 3 clusters Score -8447694 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -8447801.000000 Penalty: 5480.839844
	Iteration 15Q: 3 clusters Score -8447801 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 57022 members 
Entering Unmasked Estep 
Score: -8447922.000000 Penalty: 5480.839844
	Iteration 16Q: 3 clusters Score -8447922 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 57349 members 
Entering Unmasked Estep 
Score: -8448022.000000 Penalty: 5480.839844
	Iteration 17Q: 3 clusters Score -8448022 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 57635 members 
Entering Unmasked Estep 
Score: -8448090.000000 Penalty: 5480.839844
	Iteration 18Q: 3 clusters Score -8448090 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 57903 members 
Entering Unmasked Estep 
Score: -8448151.000000 Penalty: 5480.839844
	Iteration 19Q: 3 clusters Score -8448151 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 58137 members 
Entering Unmasked Estep 
Score: -8448218.000000 Penalty: 5480.839844
	Iteration 20F: 3 clusters Score -8448218 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 58336 members 
Entering Unmasked Estep 
Score: -8448253.000000 Penalty: 5480.839844
	Iteration 21Q: 3 clusters Score -8448253 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 58516 members 
Entering Unmasked Estep 
Score: -8448337.000000 Penalty: 5480.839844
	Iteration 22Q: 3 clusters Score -8448337 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 58688 members 
Entering Unmasked Estep 
Score: -8448354.000000 Penalty: 5480.839844
	Iteration 23Q: 3 clusters Score -8448354 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 58836 members 
Entering Unmasked Estep 
Score: -8448385.000000 Penalty: 5480.839844
	Iteration 24Q: 3 clusters Score -8448385 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 58971 members 
Entering Unmasked Estep 
Score: -8448402.000000 Penalty: 5480.839844
	Iteration 25Q: 3 clusters Score -8448402 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 59086 members 
Entering Unmasked Estep 
Score: -8448412.000000 Penalty: 5480.839844
	Iteration 26Q: 3 clusters Score -8448412 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 59195 members 
Entering Unmasked Estep 
Score: -8448440.000000 Penalty: 5480.839844
	Iteration 27Q: 3 clusters Score -8448440 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 59302 members 
Entering Unmasked Estep 
Score: -8448447.000000 Penalty: 5480.839844
	Iteration 28Q: 3 clusters Score -8448447 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 59399 members 
Entering Unmasked Estep 
Score: -8448495.000000 Penalty: 5480.839844
	Iteration 29Q: 3 clusters Score -8448495 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 59482 members 
Entering Unmasked Estep 
Score: -8448507.000000 Penalty: 5480.839844
	Iteration 30Q: 3 clusters Score -8448507 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 59549 members 
Entering Unmasked Estep 
Score: -8448512.000000 Penalty: 5480.839844
	Iteration 31Q: 3 clusters Score -8448512 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 59621 members 
Entering Unmasked Estep 
Score: -8448539.000000 Penalty: 5480.839844
	Iteration 32Q: 3 clusters Score -8448539 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -8448549.000000 Penalty: 5480.839844
	Iteration 33Q: 3 clusters Score -8448549 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 59753 members 
Entering Unmasked Estep 
Score: -8448557.000000 Penalty: 5480.839844
	Iteration 34Q: 3 clusters Score -8448557 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 59812 members 
Entering Unmasked Estep 
Score: -8448561.000000 Penalty: 5480.839844
	Iteration 35Q: 3 clusters Score -8448561 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 59878 members 
Entering Unmasked Estep 
Score: -8448572.000000 Penalty: 5480.839844
	Iteration 36Q: 3 clusters Score -8448572 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 59948 members 
Entering Unmasked Estep 
Score: -8448607.000000 Penalty: 5480.839844
	Iteration 37Q: 3 clusters Score -8448607 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 60015 members 
Entering Unmasked Estep 
Score: -8448614.000000 Penalty: 5480.839844
	Iteration 38Q: 3 clusters Score -8448614 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 60073 members 
Entering Unmasked Estep 
Score: -8448631.000000 Penalty: 5480.839844
	Iteration 39Q: 3 clusters Score -8448631 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 60120 members 
Entering Unmasked Estep 
Score: -8448637.000000 Penalty: 5480.839844
	Iteration 40F: 3 clusters Score -8448637 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 60159 members 
Entering Unmasked Estep 
Score: -8448651.000000 Penalty: 5480.839844
	Iteration 41Q: 3 clusters Score -8448651 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -8448645.000000 Penalty: 5480.839844
	Iteration 42Q: 3 clusters Score -8448645 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 60240 members 
Entering Unmasked Estep 
Score: -8448651.000000 Penalty: 5480.839844
	Iteration 43Q: 3 clusters Score -8448651 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 60279 members 
Entering Unmasked Estep 
Score: -8448680.000000 Penalty: 5480.839844
	Iteration 44Q: 3 clusters Score -8448680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 60318 members 
Entering Unmasked Estep 
Score: -8448670.000000 Penalty: 5480.839844
	Iteration 45Q: 3 clusters Score -8448670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 60354 members 
Entering Unmasked Estep 
Score: -8448672.000000 Penalty: 5480.839844
	Iteration 46Q: 3 clusters Score -8448672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 60387 members 
Entering Unmasked Estep 
Score: -8448680.000000 Penalty: 5480.839844
	Iteration 47Q: 3 clusters Score -8448680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 60421 members 
Entering Unmasked Estep 
Score: -8448684.000000 Penalty: 5480.839844
	Iteration 48Q: 3 clusters Score -8448684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 60448 members 
Entering Unmasked Estep 
Score: -8448703.000000 Penalty: 5480.839844
	Iteration 49Q: 3 clusters Score -8448703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -8448698.000000 Penalty: 5480.839844
	Iteration 50Q: 3 clusters Score -8448698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 60490 members 
Entering Unmasked Estep 
Score: -8448702.000000 Penalty: 5480.839844
	Iteration 51Q: 3 clusters Score -8448702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 60508 members 
Entering Unmasked Estep 
Score: -8448709.000000 Penalty: 5480.839844
	Iteration 52Q: 3 clusters Score -8448709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 60524 members 
Entering Unmasked Estep 
Score: -8448703.000000 Penalty: 5480.839844
	Iteration 53Q: 3 clusters Score -8448703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 60540 members 
Entering Unmasked Estep 
Score: -8448697.000000 Penalty: 5480.839844
	Iteration 54Q: 3 clusters Score -8448697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 60557 members 
Entering Unmasked Estep 
Score: -8448711.000000 Penalty: 5480.839844
	Iteration 55Q: 3 clusters Score -8448711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -8448710.000000 Penalty: 5480.839844
	Iteration 56Q: 3 clusters Score -8448710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
Score: -8448710.000000 Penalty: 5480.839844
	Iteration 57Q: 3 clusters Score -8448710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 60601 members 
Entering Unmasked Estep 
Score: -8448713.000000 Penalty: 5480.839844
	Iteration 58Q: 3 clusters Score -8448713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 60618 members 
Entering Unmasked Estep 
Score: -8448717.000000 Penalty: 5480.839844
	Iteration 59Q: 3 clusters Score -8448717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 60624 members 
Entering Unmasked Estep 
Score: -8448722.000000 Penalty: 5480.839844
	Iteration 60F: 3 clusters Score -8448722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -8448732.000000 Penalty: 5480.839844
	Iteration 61Q: 3 clusters Score -8448732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -8448731.000000 Penalty: 5480.839844
	Iteration 62Q: 3 clusters Score -8448731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 60641 members 
Entering Unmasked Estep 
Score: -8448738.000000 Penalty: 5480.839844
	Iteration 63Q: 3 clusters Score -8448738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 60644 members 
Entering Unmasked Estep 
Score: -8448737.000000 Penalty: 5480.839844
	Iteration 64Q: 3 clusters Score -8448737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
Score: -8448736.000000 Penalty: 5480.839844
	Iteration 65Q: 3 clusters Score -8448736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 60647 members 
Entering Unmasked Estep 
Score: -8448736.000000 Penalty: 5480.839844
	Iteration 66Q: 3 clusters Score -8448736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 60647 members 
Entering Unmasked Estep 
Score: -8448736.000000 Penalty: 5480.839844
	Iteration 67F: 3 clusters Score -8448736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -45005.269531 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -45005.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43572.656250 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -43572.66 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43763.691406 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -43763.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43959.039062 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -43959.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -44135.734375 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -44135.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -44252.378906 Penalty: 2956.658691
	Iteration 4F: 3 clusters Score -44252.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -44334.304688 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -44334.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44382.199219 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -44382.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -44416.105469 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -44416.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44432.855469 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -44432.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -44435.832031 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -44435.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -44435.832031 Penalty: 2956.658691
	Iteration 10F: 3 clusters Score -44435.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (92481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92481 members 
Entering Unmasked Estep 
Score: -11985658.000000 Penalty: 2835.820068
	Iteration 0F: 2 clusters Score -1.198566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -11924014.000000 Penalty: 5671.640137
	Iteration 0F: 3 clusters Score -1.192401e+07 nChanged 43705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -11950013.000000 Penalty: 5671.640137
	Iteration 1F: 3 clusters Score -1.195001e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -11952782.000000 Penalty: 5671.640137
	Iteration 2F: 3 clusters Score -1.195278e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -11957295.000000 Penalty: 5671.640137
	Iteration 3F: 3 clusters Score -1.19573e+07 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63977 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -11962938.000000 Penalty: 5671.640137
	Iteration 4F: 3 clusters Score -1.196294e+07 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69112 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -11968169.000000 Penalty: 5671.640137
	Iteration 5F: 3 clusters Score -1.196817e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73656 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -11971929.000000 Penalty: 5671.640137
	Iteration 6F: 3 clusters Score -1.197193e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77533 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -11974748.000000 Penalty: 5671.640137
	Iteration 7Q: 3 clusters Score -1.197475e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80891 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -11976963.000000 Penalty: 5671.640137
	Iteration 8Q: 3 clusters Score -1.197696e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83772 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -11978682.000000 Penalty: 5671.640137
	Iteration 9Q: 3 clusters Score -1.197868e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86108 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -11980084.000000 Penalty: 5671.640137
	Iteration 10Q: 3 clusters Score -1.198008e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87986 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -11981215.000000 Penalty: 5671.640137
	Iteration 11Q: 3 clusters Score -1.198122e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89421 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -11982036.000000 Penalty: 5671.640137
	Iteration 12Q: 3 clusters Score -1.198204e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90362 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -11982641.000000 Penalty: 5671.640137
	Iteration 13Q: 3 clusters Score -1.198264e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90945 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -11982952.000000 Penalty: 5671.640137
	Iteration 14Q: 3 clusters Score -1.198295e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91268 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -11983152.000000 Penalty: 5671.640137
	Iteration 15Q: 3 clusters Score -1.198315e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91477 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -11983258.000000 Penalty: 5671.640137
	Iteration 16Q: 3 clusters Score -1.198326e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91583 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -11983308.000000 Penalty: 5671.640137
	Iteration 17Q: 3 clusters Score -1.198331e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91647 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -11983359.000000 Penalty: 5671.640137
	Iteration 18Q: 3 clusters Score -1.198336e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91696 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -11983357.000000 Penalty: 5671.640137
	Iteration 19Q: 3 clusters Score -1.198336e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91740 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -11983383.000000 Penalty: 5671.640137
	Iteration 20F: 3 clusters Score -1.198338e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91761 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -11983409.000000 Penalty: 5671.640137
	Iteration 21Q: 3 clusters Score -1.198341e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91775 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -11983434.000000 Penalty: 5671.640137
	Iteration 22Q: 3 clusters Score -1.198343e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91790 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -11983437.000000 Penalty: 5671.640137
	Iteration 23Q: 3 clusters Score -1.198344e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91799 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -11983440.000000 Penalty: 5671.640137
	Iteration 24Q: 3 clusters Score -1.198344e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91811 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -11983462.000000 Penalty: 5671.640137
	Iteration 25Q: 3 clusters Score -1.198346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91822 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -11983449.000000 Penalty: 5671.640137
	Iteration 26Q: 3 clusters Score -1.198345e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91834 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -11983459.000000 Penalty: 5671.640137
	Iteration 27Q: 3 clusters Score -1.198346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91836 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -11983473.000000 Penalty: 5671.640137
	Iteration 28Q: 3 clusters Score -1.198347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91839 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -11983467.000000 Penalty: 5671.640137
	Iteration 29Q: 3 clusters Score -1.198347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91841 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -11983471.000000 Penalty: 5671.640137
	Iteration 30Q: 3 clusters Score -1.198347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -11983476.000000 Penalty: 5671.640137
	Iteration 31Q: 3 clusters Score -1.198348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91843 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -11983479.000000 Penalty: 5671.640137
	Iteration 32Q: 3 clusters Score -1.198348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -11983474.000000 Penalty: 5671.640137
	Iteration 33Q: 3 clusters Score -1.198347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -11983474.000000 Penalty: 5671.640137
	Iteration 34F: 3 clusters Score -1.198347e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (157011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157011 members 
Entering Unmasked Estep 
Score: -20839932.000000 Penalty: 2967.089600
	Iteration 0F: 2 clusters Score -2.083993e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78393 members 
Mstep: Class 2 contains 78618 members 
Entering Unmasked Estep 
Score: -20735984.000000 Penalty: 5934.179199
	Iteration 0F: 3 clusters Score -2.073598e+07 nChanged 75105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77192 members 
Mstep: Class 2 contains 79819 members 
Entering Unmasked Estep 
Score: -20779240.000000 Penalty: 5934.179199
	Iteration 1F: 3 clusters Score -2.077924e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76302 members 
Mstep: Class 2 contains 80709 members 
Entering Unmasked Estep 
Score: -20780132.000000 Penalty: 5934.179199
	Iteration 2Q: 3 clusters Score -2.078013e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74856 members 
Mstep: Class 2 contains 82155 members 
Entering Unmasked Estep 
Score: -20781140.000000 Penalty: 5934.179199
	Iteration 3Q: 3 clusters Score -2.078114e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72523 members 
Mstep: Class 2 contains 84488 members 
Entering Unmasked Estep 
Score: -20782558.000000 Penalty: 5934.179199
	Iteration 4Q: 3 clusters Score -2.078256e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68914 members 
Mstep: Class 2 contains 88097 members 
Entering Unmasked Estep 
Score: -20784800.000000 Penalty: 5934.179199
	Iteration 5Q: 3 clusters Score -2.07848e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 93450 members 
Entering Unmasked Estep 
Score: -20788384.000000 Penalty: 5934.179199
	Iteration 6Q: 3 clusters Score -2.078838e+07 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 101032 members 
Entering Unmasked Estep 
Score: -20794318.000000 Penalty: 5934.179199
	Iteration 7F: 3 clusters Score -2.079432e+07 nChanged 11690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 110486 members 
Entering Unmasked Estep 
Score: -20803638.000000 Penalty: 5934.179199
	Iteration 8F: 3 clusters Score -2.080364e+07 nChanged 11786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 119746 members 
Entering Unmasked Estep 
Score: -20815694.000000 Penalty: 5934.179199
	Iteration 9F: 3 clusters Score -2.081569e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 125544 members 
Entering Unmasked Estep 
Score: -20827706.000000 Penalty: 5934.179199
	Iteration 10F: 3 clusters Score -2.082771e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 127562 members 
Entering Unmasked Estep 
Score: -20832926.000000 Penalty: 5934.179199
	Iteration 11Q: 3 clusters Score -2.083293e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 128700 members 
Entering Unmasked Estep 
Score: -20834408.000000 Penalty: 5934.179199
	Iteration 12Q: 3 clusters Score -2.083441e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 129770 members 
Entering Unmasked Estep 
Score: -20835176.000000 Penalty: 5934.179199
	Iteration 13Q: 3 clusters Score -2.083518e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 130695 members 
Entering Unmasked Estep 
Score: -20835618.000000 Penalty: 5934.179199
	Iteration 14Q: 3 clusters Score -2.083562e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 131583 members 
Entering Unmasked Estep 
Score: -20836042.000000 Penalty: 5934.179199
	Iteration 15Q: 3 clusters Score -2.083604e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 132441 members 
Entering Unmasked Estep 
Score: -20836288.000000 Penalty: 5934.179199
	Iteration 16Q: 3 clusters Score -2.083629e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 133265 members 
Entering Unmasked Estep 
Score: -20836444.000000 Penalty: 5934.179199
	Iteration 17Q: 3 clusters Score -2.083644e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 134004 members 
Entering Unmasked Estep 
Score: -20836604.000000 Penalty: 5934.179199
	Iteration 18Q: 3 clusters Score -2.08366e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 134696 members 
Entering Unmasked Estep 
Score: -20836690.000000 Penalty: 5934.179199
	Iteration 19Q: 3 clusters Score -2.083669e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 135335 members 
Entering Unmasked Estep 
Score: -20836764.000000 Penalty: 5934.179199
	Iteration 20F: 3 clusters Score -2.083676e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 135948 members 
Entering Unmasked Estep 
Score: -20836824.000000 Penalty: 5934.179199
	Iteration 21Q: 3 clusters Score -2.083682e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 136553 members 
Entering Unmasked Estep 
Score: -20836904.000000 Penalty: 5934.179199
	Iteration 22Q: 3 clusters Score -2.08369e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 137157 members 
Entering Unmasked Estep 
Score: -20837002.000000 Penalty: 5934.179199
	Iteration 23Q: 3 clusters Score -2.0837e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 137717 members 
Entering Unmasked Estep 
Score: -20837072.000000 Penalty: 5934.179199
	Iteration 24Q: 3 clusters Score -2.083707e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 138226 members 
Entering Unmasked Estep 
Score: -20837096.000000 Penalty: 5934.179199
	Iteration 25Q: 3 clusters Score -2.08371e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 138664 members 
Entering Unmasked Estep 
Score: -20837182.000000 Penalty: 5934.179199
	Iteration 26Q: 3 clusters Score -2.083718e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 139081 members 
Entering Unmasked Estep 
Score: -20837182.000000 Penalty: 5934.179199
	Iteration 27Q: 3 clusters Score -2.083718e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 139486 members 
Entering Unmasked Estep 
Score: -20837168.000000 Penalty: 5934.179199
	Iteration 28Q: 3 clusters Score -2.083717e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 139869 members 
Entering Unmasked Estep 
Score: -20837240.000000 Penalty: 5934.179199
	Iteration 29Q: 3 clusters Score -2.083724e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 140223 members 
Entering Unmasked Estep 
Score: -20837276.000000 Penalty: 5934.179199
	Iteration 30Q: 3 clusters Score -2.083728e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 140560 members 
Entering Unmasked Estep 
Score: -20837318.000000 Penalty: 5934.179199
	Iteration 31Q: 3 clusters Score -2.083732e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 140872 members 
Entering Unmasked Estep 
Score: -20837332.000000 Penalty: 5934.179199
	Iteration 32Q: 3 clusters Score -2.083733e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 141181 members 
Entering Unmasked Estep 
Score: -20837368.000000 Penalty: 5934.179199
	Iteration 33Q: 3 clusters Score -2.083737e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 141486 members 
Entering Unmasked Estep 
Score: -20837410.000000 Penalty: 5934.179199
	Iteration 34Q: 3 clusters Score -2.083741e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 141808 members 
Entering Unmasked Estep 
Score: -20837464.000000 Penalty: 5934.179199
	Iteration 35Q: 3 clusters Score -2.083746e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 142077 members 
Entering Unmasked Estep 
Score: -20837488.000000 Penalty: 5934.179199
	Iteration 36Q: 3 clusters Score -2.083749e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 142346 members 
Entering Unmasked Estep 
Score: -20837538.000000 Penalty: 5934.179199
	Iteration 37Q: 3 clusters Score -2.083754e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 142622 members 
Entering Unmasked Estep 
Score: -20837606.000000 Penalty: 5934.179199
	Iteration 38Q: 3 clusters Score -2.083761e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 142891 members 
Entering Unmasked Estep 
Score: -20837640.000000 Penalty: 5934.179199
	Iteration 39Q: 3 clusters Score -2.083764e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 143151 members 
Entering Unmasked Estep 
Score: -20837630.000000 Penalty: 5934.179199
	Iteration 40F: 3 clusters Score -2.083763e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 143401 members 
Entering Unmasked Estep 
Score: -20837668.000000 Penalty: 5934.179199
	Iteration 41Q: 3 clusters Score -2.083767e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 143655 members 
Entering Unmasked Estep 
Score: -20837690.000000 Penalty: 5934.179199
	Iteration 42Q: 3 clusters Score -2.083769e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 143877 members 
Entering Unmasked Estep 
Score: -20837672.000000 Penalty: 5934.179199
	Iteration 43Q: 3 clusters Score -2.083767e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 144089 members 
Entering Unmasked Estep 
Score: -20837700.000000 Penalty: 5934.179199
	Iteration 44Q: 3 clusters Score -2.08377e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 144290 members 
Entering Unmasked Estep 
Score: -20837742.000000 Penalty: 5934.179199
	Iteration 45Q: 3 clusters Score -2.083774e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 144467 members 
Entering Unmasked Estep 
Score: -20837770.000000 Penalty: 5934.179199
	Iteration 46Q: 3 clusters Score -2.083777e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 144619 members 
Entering Unmasked Estep 
Score: -20837804.000000 Penalty: 5934.179199
	Iteration 47Q: 3 clusters Score -2.08378e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 144757 members 
Entering Unmasked Estep 
Score: -20837806.000000 Penalty: 5934.179199
	Iteration 48Q: 3 clusters Score -2.083781e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 144892 members 
Entering Unmasked Estep 
Score: -20837772.000000 Penalty: 5934.179199
	Iteration 49Q: 3 clusters Score -2.083777e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 145017 members 
Entering Unmasked Estep 
Score: -20837792.000000 Penalty: 5934.179199
	Iteration 50Q: 3 clusters Score -2.083779e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 145138 members 
Entering Unmasked Estep 
Score: -20837812.000000 Penalty: 5934.179199
	Iteration 51Q: 3 clusters Score -2.083781e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 145252 members 
Entering Unmasked Estep 
Score: -20837814.000000 Penalty: 5934.179199
	Iteration 52Q: 3 clusters Score -2.083781e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 145355 members 
Entering Unmasked Estep 
Score: -20837822.000000 Penalty: 5934.179199
	Iteration 53Q: 3 clusters Score -2.083782e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 145448 members 
Entering Unmasked Estep 
Score: -20837836.000000 Penalty: 5934.179199
	Iteration 54Q: 3 clusters Score -2.083784e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 145546 members 
Entering Unmasked Estep 
Score: -20837820.000000 Penalty: 5934.179199
	Iteration 55Q: 3 clusters Score -2.083782e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 145647 members 
Entering Unmasked Estep 
Score: -20837802.000000 Penalty: 5934.179199
	Iteration 56Q: 3 clusters Score -2.08378e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 145756 members 
Entering Unmasked Estep 
Score: -20837804.000000 Penalty: 5934.179199
	Iteration 57Q: 3 clusters Score -2.08378e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 145866 members 
Entering Unmasked Estep 
Score: -20837804.000000 Penalty: 5934.179199
	Iteration 58Q: 3 clusters Score -2.08378e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 145990 members 
Entering Unmasked Estep 
Score: -20837814.000000 Penalty: 5934.179199
	Iteration 59Q: 3 clusters Score -2.083781e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 146108 members 
Entering Unmasked Estep 
Score: -20837848.000000 Penalty: 5934.179199
	Iteration 60F: 3 clusters Score -2.083785e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 146221 members 
Entering Unmasked Estep 
Score: -20837898.000000 Penalty: 5934.179199
	Iteration 61Q: 3 clusters Score -2.08379e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 146338 members 
Entering Unmasked Estep 
Score: -20837890.000000 Penalty: 5934.179199
	Iteration 62Q: 3 clusters Score -2.083789e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 146466 members 
Entering Unmasked Estep 
Score: -20837952.000000 Penalty: 5934.179199
	Iteration 63Q: 3 clusters Score -2.083795e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 146605 members 
Entering Unmasked Estep 
Score: -20837948.000000 Penalty: 5934.179199
	Iteration 64Q: 3 clusters Score -2.083795e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 146723 members 
Entering Unmasked Estep 
Score: -20837926.000000 Penalty: 5934.179199
	Iteration 65Q: 3 clusters Score -2.083793e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 146819 members 
Entering Unmasked Estep 
Score: -20837964.000000 Penalty: 5934.179199
	Iteration 66Q: 3 clusters Score -2.083796e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 146905 members 
Entering Unmasked Estep 
Score: -20837976.000000 Penalty: 5934.179199
	Iteration 67Q: 3 clusters Score -2.083798e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 146991 members 
Entering Unmasked Estep 
Score: -20837966.000000 Penalty: 5934.179199
	Iteration 68Q: 3 clusters Score -2.083797e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 147054 members 
Entering Unmasked Estep 
Score: -20837966.000000 Penalty: 5934.179199
	Iteration 69Q: 3 clusters Score -2.083797e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 147115 members 
Entering Unmasked Estep 
Score: -20837950.000000 Penalty: 5934.179199
	Iteration 70Q: 3 clusters Score -2.083795e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 147178 members 
Entering Unmasked Estep 
Score: -20837982.000000 Penalty: 5934.179199
	Iteration 71Q: 3 clusters Score -2.083798e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 147232 members 
Entering Unmasked Estep 
Score: -20837962.000000 Penalty: 5934.179199
	Iteration 72Q: 3 clusters Score -2.083796e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 147290 members 
Entering Unmasked Estep 
Score: -20837996.000000 Penalty: 5934.179199
	Iteration 73Q: 3 clusters Score -2.0838e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 147339 members 
Entering Unmasked Estep 
Score: -20837958.000000 Penalty: 5934.179199
	Iteration 74Q: 3 clusters Score -2.083796e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 147383 members 
Entering Unmasked Estep 
Score: -20837958.000000 Penalty: 5934.179199
	Iteration 75Q: 3 clusters Score -2.083796e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 147432 members 
Entering Unmasked Estep 
Score: -20837960.000000 Penalty: 5934.179199
	Iteration 76Q: 3 clusters Score -2.083796e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 147488 members 
Entering Unmasked Estep 
Score: -20837924.000000 Penalty: 5934.179199
	Iteration 77Q: 3 clusters Score -2.083792e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 147543 members 
Entering Unmasked Estep 
Score: -20837934.000000 Penalty: 5934.179199
	Iteration 78Q: 3 clusters Score -2.083793e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 147585 members 
Entering Unmasked Estep 
Score: -20837936.000000 Penalty: 5934.179199
	Iteration 79Q: 3 clusters Score -2.083794e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 147619 members 
Entering Unmasked Estep 
Score: -20837940.000000 Penalty: 5934.179199
	Iteration 80F: 3 clusters Score -2.083794e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 147653 members 
Entering Unmasked Estep 
Score: -20837938.000000 Penalty: 5934.179199
	Iteration 81Q: 3 clusters Score -2.083794e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 147683 members 
Entering Unmasked Estep 
Score: -20837938.000000 Penalty: 5934.179199
	Iteration 82Q: 3 clusters Score -2.083794e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 147711 members 
Entering Unmasked Estep 
Score: -20837896.000000 Penalty: 5934.179199
	Iteration 83Q: 3 clusters Score -2.08379e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 147745 members 
Entering Unmasked Estep 
Score: -20837898.000000 Penalty: 5934.179199
	Iteration 84Q: 3 clusters Score -2.08379e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 147775 members 
Entering Unmasked Estep 
Score: -20837926.000000 Penalty: 5934.179199
	Iteration 85Q: 3 clusters Score -2.083793e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 147811 members 
Entering Unmasked Estep 
Score: -20837928.000000 Penalty: 5934.179199
	Iteration 86Q: 3 clusters Score -2.083793e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 147847 members 
Entering Unmasked Estep 
Score: -20837938.000000 Penalty: 5934.179199
	Iteration 87Q: 3 clusters Score -2.083794e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 147871 members 
Entering Unmasked Estep 
Score: -20837928.000000 Penalty: 5934.179199
	Iteration 88Q: 3 clusters Score -2.083793e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 147897 members 
Entering Unmasked Estep 
Score: -20837932.000000 Penalty: 5934.179199
	Iteration 89Q: 3 clusters Score -2.083793e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 147917 members 
Entering Unmasked Estep 
Score: -20837912.000000 Penalty: 5934.179199
	Iteration 90Q: 3 clusters Score -2.083791e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 147935 members 
Entering Unmasked Estep 
Score: -20837902.000000 Penalty: 5934.179199
	Iteration 91Q: 3 clusters Score -2.08379e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 147953 members 
Entering Unmasked Estep 
Score: -20837886.000000 Penalty: 5934.179199
	Iteration 92Q: 3 clusters Score -2.083789e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 147973 members 
Entering Unmasked Estep 
Score: -20837914.000000 Penalty: 5934.179199
	Iteration 93Q: 3 clusters Score -2.083791e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 147992 members 
Entering Unmasked Estep 
Score: -20837878.000000 Penalty: 5934.179199
	Iteration 94Q: 3 clusters Score -2.083788e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 148009 members 
Entering Unmasked Estep 
Score: -20837888.000000 Penalty: 5934.179199
	Iteration 95Q: 3 clusters Score -2.083789e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 148030 members 
Entering Unmasked Estep 
Score: -20837896.000000 Penalty: 5934.179199
	Iteration 96Q: 3 clusters Score -2.08379e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 148042 members 
Entering Unmasked Estep 
Score: -20837898.000000 Penalty: 5934.179199
	Iteration 97Q: 3 clusters Score -2.08379e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 148053 members 
Entering Unmasked Estep 
Score: -20837900.000000 Penalty: 5934.179199
	Iteration 98Q: 3 clusters Score -2.08379e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 148064 members 
Entering Unmasked Estep 
Score: -20837908.000000 Penalty: 5934.179199
	Iteration 99Q: 3 clusters Score -2.083791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 148072 members 
Entering Unmasked Estep 
Score: -20837904.000000 Penalty: 5934.179199
	Iteration 100F: 3 clusters Score -2.08379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 148076 members 
Entering Unmasked Estep 
Score: -20837900.000000 Penalty: 5934.179199
	Iteration 101Q: 3 clusters Score -2.08379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 148081 members 
Entering Unmasked Estep 
Score: -20837900.000000 Penalty: 5934.179199
	Iteration 102Q: 3 clusters Score -2.08379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 148083 members 
Entering Unmasked Estep 
Score: -20837916.000000 Penalty: 5934.179199
	Iteration 103Q: 3 clusters Score -2.083792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 148086 members 
Entering Unmasked Estep 
Score: -20837920.000000 Penalty: 5934.179199
	Iteration 104Q: 3 clusters Score -2.083792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 148087 members 
Entering Unmasked Estep 
Score: -20837914.000000 Penalty: 5934.179199
	Iteration 105Q: 3 clusters Score -2.083791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 148087 members 
Entering Unmasked Estep 
Score: -20837914.000000 Penalty: 5934.179199
	Iteration 106F: 3 clusters Score -2.083791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (152121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152121 members 
Entering Unmasked Estep 
Score: -20608448.000000 Penalty: 2959.242920
	Iteration 0F: 2 clusters Score -2.060845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75910 members 
Mstep: Class 2 contains 76211 members 
Entering Unmasked Estep 
Score: -20507774.000000 Penalty: 5918.485840
	Iteration 0F: 3 clusters Score -2.050777e+07 nChanged 72793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72769 members 
Mstep: Class 2 contains 79352 members 
Entering Unmasked Estep 
Score: -20549788.000000 Penalty: 5918.485840
	Iteration 1F: 3 clusters Score -2.054979e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70735 members 
Mstep: Class 2 contains 81386 members 
Entering Unmasked Estep 
Score: -20550836.000000 Penalty: 5918.485840
	Iteration 2Q: 3 clusters Score -2.055084e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67597 members 
Mstep: Class 2 contains 84524 members 
Entering Unmasked Estep 
Score: -20552006.000000 Penalty: 5918.485840
	Iteration 3Q: 3 clusters Score -2.055201e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62883 members 
Mstep: Class 2 contains 89238 members 
Entering Unmasked Estep 
Score: -20553968.000000 Penalty: 5918.485840
	Iteration 4Q: 3 clusters Score -2.055397e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55933 members 
Mstep: Class 2 contains 96188 members 
Entering Unmasked Estep 
Score: -20557496.000000 Penalty: 5918.485840
	Iteration 5F: 3 clusters Score -2.05575e+07 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 105707 members 
Entering Unmasked Estep 
Score: -20563498.000000 Penalty: 5918.485840
	Iteration 6F: 3 clusters Score -2.05635e+07 nChanged 12137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 117684 members 
Entering Unmasked Estep 
Score: -20573066.000000 Penalty: 5918.485840
	Iteration 7F: 3 clusters Score -2.057307e+07 nChanged 12647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 130273 members 
Entering Unmasked Estep 
Score: -20584716.000000 Penalty: 5918.485840
	Iteration 8F: 3 clusters Score -2.058472e+07 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 140850 members 
Entering Unmasked Estep 
Score: -20595328.000000 Penalty: 5918.485840
	Iteration 9F: 3 clusters Score -2.059533e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 147345 members 
Entering Unmasked Estep 
Score: -20601770.000000 Penalty: 5918.485840
	Iteration 10Q: 3 clusters Score -2.060177e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 150310 members 
Entering Unmasked Estep 
Score: -20604508.000000 Penalty: 5918.485840
	Iteration 11Q: 3 clusters Score -2.060451e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 151326 members 
Entering Unmasked Estep 
Score: -20605318.000000 Penalty: 5918.485840
	Iteration 12Q: 3 clusters Score -2.060532e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 151657 members 
Entering Unmasked Estep 
Score: -20605604.000000 Penalty: 5918.485840
	Iteration 13Q: 3 clusters Score -2.06056e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 151759 members 
Entering Unmasked Estep 
Score: -20605708.000000 Penalty: 5918.485840
	Iteration 14Q: 3 clusters Score -2.060571e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 151797 members 
Entering Unmasked Estep 
Score: -20605738.000000 Penalty: 5918.485840
	Iteration 15Q: 3 clusters Score -2.060574e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 151823 members 
Entering Unmasked Estep 
Score: -20605788.000000 Penalty: 5918.485840
	Iteration 16Q: 3 clusters Score -2.060579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 151837 members 
Entering Unmasked Estep 
Score: -20605810.000000 Penalty: 5918.485840
	Iteration 17Q: 3 clusters Score -2.060581e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 151847 members 
Entering Unmasked Estep 
Score: -20605848.000000 Penalty: 5918.485840
	Iteration 18Q: 3 clusters Score -2.060585e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 151859 members 
Entering Unmasked Estep 
Score: -20605854.000000 Penalty: 5918.485840
	Iteration 19Q: 3 clusters Score -2.060585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 151864 members 
Entering Unmasked Estep 
Score: -20605872.000000 Penalty: 5918.485840
	Iteration 20F: 3 clusters Score -2.060587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 151867 members 
Entering Unmasked Estep 
Score: -20605886.000000 Penalty: 5918.485840
	Iteration 21Q: 3 clusters Score -2.060589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 151869 members 
Entering Unmasked Estep 
Score: -20605906.000000 Penalty: 5918.485840
	Iteration 22Q: 3 clusters Score -2.060591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 151870 members 
Entering Unmasked Estep 
Score: -20605898.000000 Penalty: 5918.485840
	Iteration 23Q: 3 clusters Score -2.06059e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 151868 members 
Entering Unmasked Estep 
Score: -20605898.000000 Penalty: 5918.485840
	Iteration 24Q: 3 clusters Score -2.06059e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 151868 members 
Entering Unmasked Estep 
Score: -20605898.000000 Penalty: 5918.485840
	Iteration 25F: 3 clusters Score -2.06059e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Entering Unmasked Estep 
Score: -381235.375000 Penalty: 1956.213989
	Iteration 0F: 2 clusters Score -381235.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -378176.000000 Penalty: 3912.427979
	Iteration 0F: 3 clusters Score -378176 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -378708.625000 Penalty: 3912.427979
	Iteration 1F: 3 clusters Score -378708.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -378841.156250 Penalty: 3912.427979
	Iteration 2F: 3 clusters Score -378841.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -378928.593750 Penalty: 3912.427979
	Iteration 3Q: 3 clusters Score -378928.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -378991.500000 Penalty: 3912.427979
	Iteration 4Q: 3 clusters Score -378991.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -379025.375000 Penalty: 3912.427979
	Iteration 5Q: 3 clusters Score -379025.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -379051.875000 Penalty: 3912.427979
	Iteration 6Q: 3 clusters Score -379051.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -379070.343750 Penalty: 3912.427979
	Iteration 7Q: 3 clusters Score -379070.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -379082.687500 Penalty: 3912.427979
	Iteration 8Q: 3 clusters Score -379082.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -379091.281250 Penalty: 3912.427979
	Iteration 9Q: 3 clusters Score -379091.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -379101.250000 Penalty: 3912.427979
	Iteration 10Q: 3 clusters Score -379101.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -379109.843750 Penalty: 3912.427979
	Iteration 11Q: 3 clusters Score -379109.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -379116.656250 Penalty: 3912.427979
	Iteration 12Q: 3 clusters Score -379116.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -379122.625000 Penalty: 3912.427979
	Iteration 13Q: 3 clusters Score -379122.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -379128.906250 Penalty: 3912.427979
	Iteration 14Q: 3 clusters Score -379128.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -379133.687500 Penalty: 3912.427979
	Iteration 15Q: 3 clusters Score -379133.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -379135.968750 Penalty: 3912.427979
	Iteration 16Q: 3 clusters Score -379136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -379137.437500 Penalty: 3912.427979
	Iteration 17Q: 3 clusters Score -379137.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -379140.375000 Penalty: 3912.427979
	Iteration 18Q: 3 clusters Score -379140.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -379142.000000 Penalty: 3912.427979
	Iteration 19Q: 3 clusters Score -379142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -379143.468750 Penalty: 3912.427979
	Iteration 20F: 3 clusters Score -379143.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -379145.375000 Penalty: 3912.427979
	Iteration 21Q: 3 clusters Score -379145.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -379146.625000 Penalty: 3912.427979
	Iteration 22Q: 3 clusters Score -379146.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -379147.812500 Penalty: 3912.427979
	Iteration 23Q: 3 clusters Score -379147.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -379149.593750 Penalty: 3912.427979
	Iteration 24Q: 3 clusters Score -379149.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -379151.000000 Penalty: 3912.427979
	Iteration 25Q: 3 clusters Score -379151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -379154.187500 Penalty: 3912.427979
	Iteration 26Q: 3 clusters Score -379154.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -379155.187500 Penalty: 3912.427979
	Iteration 27Q: 3 clusters Score -379155.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -379156.437500 Penalty: 3912.427979
	Iteration 28Q: 3 clusters Score -379156.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -379157.750000 Penalty: 3912.427979
	Iteration 29Q: 3 clusters Score -379157.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -379160.000000 Penalty: 3912.427979
	Iteration 30Q: 3 clusters Score -379160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -379161.812500 Penalty: 3912.427979
	Iteration 31Q: 3 clusters Score -379161.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -379163.437500 Penalty: 3912.427979
	Iteration 32Q: 3 clusters Score -379163.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -379164.343750 Penalty: 3912.427979
	Iteration 33Q: 3 clusters Score -379164.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -379164.625000 Penalty: 3912.427979
	Iteration 34Q: 3 clusters Score -379164.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -379164.625000 Penalty: 3912.427979
	Iteration 35F: 3 clusters Score -379164.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -16018.585938 Penalty: 1252.364380
	Iteration 0F: 2 clusters Score -16018.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15059.958008 Penalty: 2504.728760
	Iteration 0F: 3 clusters Score -15059.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15118.505859 Penalty: 2504.728760
	Iteration 1Q: 3 clusters Score -15118.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15128.381836 Penalty: 2504.728760
	Iteration 2Q: 3 clusters Score -15128.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15128.381836 Penalty: 2504.728760
	Iteration 3F: 3 clusters Score -15128.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -58088.234375 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -58088.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -56595.558594 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -56595.56 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56747.941406 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -56747.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56802.339844 Penalty: 3060.126709
	Iteration 2Q: 3 clusters Score -56802.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -56840.945312 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -56840.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56953.976562 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -56953.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -57154.269531 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -57154.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57294.523438 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -57294.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -57324.843750 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -57324.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -57347.187500 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -57347.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -57377.710938 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -57377.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -57412.714844 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -57412.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -57460.210938 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -57460.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -57556.722656 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -57556.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -57656.066406 Penalty: 3060.126709
	Iteration 13Q: 3 clusters Score -57656.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -57752.910156 Penalty: 3060.126709
	Iteration 14Q: 3 clusters Score -57752.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -57766.585938 Penalty: 3060.126709
	Iteration 15Q: 3 clusters Score -57766.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -57777.445312 Penalty: 3060.126709
	Iteration 16Q: 3 clusters Score -57777.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -57781.304688 Penalty: 3060.126709
	Iteration 17Q: 3 clusters Score -57781.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -57787.605469 Penalty: 3060.126709
	Iteration 18Q: 3 clusters Score -57787.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -57798.558594 Penalty: 3060.126709
	Iteration 19Q: 3 clusters Score -57798.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -57802.882812 Penalty: 3060.126709
	Iteration 20F: 3 clusters Score -57802.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -57804.707031 Penalty: 3060.126709
	Iteration 21Q: 3 clusters Score -57804.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -57804.707031 Penalty: 3060.126709
	Iteration 22F: 3 clusters Score -57804.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -18882.685547 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -18882.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -17824.187500 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -17824.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17886.904297 Penalty: 2586.608154
	Iteration 1Q: 3 clusters Score -17886.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17917.261719 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -17917.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17922.222656 Penalty: 2586.608154
	Iteration 3Q: 3 clusters Score -17922.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17922.222656 Penalty: 2586.608154
	Iteration 4F: 3 clusters Score -17922.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1432 members 
Mstep: Class 4 contains 163535 members 
Mstep: Class 5 contains 152414 members 
Mstep: Class 6 contains 154438 members 
Mstep: Class 7 contains 157664 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 6674 members 
Mstep: Class 10 contains 8688 members 
Mstep: Class 11 contains 7813 members 
Mstep: Class 12 contains 27547 members 
Mstep: Class 13 contains 73634 members 
Mstep: Class 14 contains 153422 members 
Mstep: Class 15 contains 62949 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92481 members 
Mstep: Class 18 contains 157011 members 
Mstep: Class 19 contains 152121 members 
Mstep: Class 20 contains 2665 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180471568.000000 Penalty: 80642.937500
Iteration 159Q: 24 clusters Score -1.804716e+08 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1432 members 
Mstep: Class 4 contains 163414 members 
Mstep: Class 5 contains 152506 members 
Mstep: Class 6 contains 154054 members 
Mstep: Class 7 contains 157506 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 6729 members 
Mstep: Class 10 contains 8857 members 
Mstep: Class 11 contains 7820 members 
Mstep: Class 12 contains 27558 members 
Mstep: Class 13 contains 73389 members 
Mstep: Class 14 contains 155009 members 
Mstep: Class 15 contains 62515 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92489 members 
Mstep: Class 18 contains 156945 members 
Mstep: Class 19 contains 151610 members 
Mstep: Class 20 contains 2655 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180470992.000000 Penalty: 80642.937500
Iteration 160F: 24 clusters Score -1.80471e+08 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 163303 members 
Mstep: Class 5 contains 152709 members 
Mstep: Class 6 contains 153656 members 
Mstep: Class 7 contains 157355 members 
Mstep: Class 8 contains 2860 members 
Mstep: Class 9 contains 6782 members 
Mstep: Class 10 contains 9021 members 
Mstep: Class 11 contains 7830 members 
Mstep: Class 12 contains 27553 members 
Mstep: Class 13 contains 73138 members 
Mstep: Class 14 contains 156568 members 
Mstep: Class 15 contains 62073 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92519 members 
Mstep: Class 18 contains 156872 members 
Mstep: Class 19 contains 151029 members 
Mstep: Class 20 contains 2653 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180471920.000000 Penalty: 80642.937500
Iteration 161Q: 24 clusters Score -1.804719e+08 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 163137 members 
Mstep: Class 5 contains 153002 members 
Mstep: Class 6 contains 153246 members 
Mstep: Class 7 contains 157238 members 
Mstep: Class 8 contains 2860 members 
Mstep: Class 9 contains 6839 members 
Mstep: Class 10 contains 9192 members 
Mstep: Class 11 contains 7839 members 
Mstep: Class 12 contains 27542 members 
Mstep: Class 13 contains 72904 members 
Mstep: Class 14 contains 158082 members 
Mstep: Class 15 contains 61610 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92559 members 
Mstep: Class 18 contains 156810 members 
Mstep: Class 19 contains 150412 members 
Mstep: Class 20 contains 2649 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180471552.000000 Penalty: 80642.937500
Iteration 162Q: 24 clusters Score -1.804716e+08 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1428 members 
Mstep: Class 4 contains 162971 members 
Mstep: Class 5 contains 153372 members 
Mstep: Class 6 contains 152864 members 
Mstep: Class 7 contains 157083 members 
Mstep: Class 8 contains 2860 members 
Mstep: Class 9 contains 6894 members 
Mstep: Class 10 contains 9363 members 
Mstep: Class 11 contains 7845 members 
Mstep: Class 12 contains 27533 members 
Mstep: Class 13 contains 72689 members 
Mstep: Class 14 contains 159538 members 
Mstep: Class 15 contains 61151 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92597 members 
Mstep: Class 18 contains 156798 members 
Mstep: Class 19 contains 149733 members 
Mstep: Class 20 contains 2632 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180471904.000000 Penalty: 80642.937500
Iteration 163Q: 24 clusters Score -1.804719e+08 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 162813 members 
Mstep: Class 5 contains 153819 members 
Mstep: Class 6 contains 152526 members 
Mstep: Class 7 contains 156941 members 
Mstep: Class 8 contains 2859 members 
Mstep: Class 9 contains 6949 members 
Mstep: Class 10 contains 9540 members 
Mstep: Class 11 contains 7850 members 
Mstep: Class 12 contains 27537 members 
Mstep: Class 13 contains 72477 members 
Mstep: Class 14 contains 160805 members 
Mstep: Class 15 contains 60665 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92619 members 
Mstep: Class 18 contains 156880 members 
Mstep: Class 19 contains 149018 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180472304.000000 Penalty: 80642.937500
Iteration 164Q: 24 clusters Score -1.804723e+08 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 162703 members 
Mstep: Class 5 contains 154316 members 
Mstep: Class 6 contains 152186 members 
Mstep: Class 7 contains 156790 members 
Mstep: Class 8 contains 2855 members 
Mstep: Class 9 contains 7004 members 
Mstep: Class 10 contains 9751 members 
Mstep: Class 11 contains 7854 members 
Mstep: Class 12 contains 27547 members 
Mstep: Class 13 contains 72243 members 
Mstep: Class 14 contains 161991 members 
Mstep: Class 15 contains 60178 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92646 members 
Mstep: Class 18 contains 156976 members 
Mstep: Class 19 contains 148266 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180472096.000000 Penalty: 80642.937500
Iteration 165Q: 24 clusters Score -1.804721e+08 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 162643 members 
Mstep: Class 5 contains 154892 members 
Mstep: Class 6 contains 151883 members 
Mstep: Class 7 contains 156642 members 
Mstep: Class 8 contains 2855 members 
Mstep: Class 9 contains 7050 members 
Mstep: Class 10 contains 9941 members 
Mstep: Class 11 contains 7860 members 
Mstep: Class 12 contains 27553 members 
Mstep: Class 13 contains 72007 members 
Mstep: Class 14 contains 162969 members 
Mstep: Class 15 contains 59704 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92702 members 
Mstep: Class 18 contains 157116 members 
Mstep: Class 19 contains 147493 members 
Mstep: Class 20 contains 2611 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180470688.000000 Penalty: 80642.937500
Iteration 166Q: 24 clusters Score -1.804707e+08 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 162632 members 
Mstep: Class 5 contains 155514 members 
Mstep: Class 6 contains 151660 members 
Mstep: Class 7 contains 156484 members 
Mstep: Class 8 contains 2853 members 
Mstep: Class 9 contains 7103 members 
Mstep: Class 10 contains 10129 members 
Mstep: Class 11 contains 7869 members 
Mstep: Class 12 contains 27567 members 
Mstep: Class 13 contains 71805 members 
Mstep: Class 14 contains 163620 members 
Mstep: Class 15 contains 59258 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92757 members 
Mstep: Class 18 contains 157268 members 
Mstep: Class 19 contains 146792 members 
Mstep: Class 20 contains 2610 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180470048.000000 Penalty: 80642.937500
Iteration 167Q: 24 clusters Score -1.8047e+08 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 162656 members 
Mstep: Class 5 contains 156159 members 
Mstep: Class 6 contains 151491 members 
Mstep: Class 7 contains 156433 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 7165 members 
Mstep: Class 10 contains 10333 members 
Mstep: Class 11 contains 7880 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 71648 members 
Mstep: Class 14 contains 164071 members 
Mstep: Class 15 contains 58818 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92820 members 
Mstep: Class 18 contains 157360 members 
Mstep: Class 19 contains 146074 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180468976.000000 Penalty: 80642.937500
Iteration 168Q: 24 clusters Score -1.80469e+08 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1431 members 
Mstep: Class 4 contains 162699 members 
Mstep: Class 5 contains 156836 members 
Mstep: Class 6 contains 151366 members 
Mstep: Class 7 contains 156426 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 7226 members 
Mstep: Class 10 contains 10524 members 
Mstep: Class 11 contains 7895 members 
Mstep: Class 12 contains 27565 members 
Mstep: Class 13 contains 71471 members 
Mstep: Class 14 contains 164340 members 
Mstep: Class 15 contains 58380 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92869 members 
Mstep: Class 18 contains 157405 members 
Mstep: Class 19 contains 145494 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180467840.000000 Penalty: 80642.937500
Iteration 169Q: 24 clusters Score -1.804678e+08 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1432 members 
Mstep: Class 4 contains 162778 members 
Mstep: Class 5 contains 157423 members 
Mstep: Class 6 contains 151267 members 
Mstep: Class 7 contains 156518 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 7291 members 
Mstep: Class 10 contains 10717 members 
Mstep: Class 11 contains 7904 members 
Mstep: Class 12 contains 27568 members 
Mstep: Class 13 contains 71294 members 
Mstep: Class 14 contains 164505 members 
Mstep: Class 15 contains 57954 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92914 members 
Mstep: Class 18 contains 157382 members 
Mstep: Class 19 contains 144990 members 
Mstep: Class 20 contains 2562 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180467056.000000 Penalty: 80642.937500
Iteration 170Q: 24 clusters Score -1.804671e+08 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 162926 members 
Mstep: Class 5 contains 157972 members 
Mstep: Class 6 contains 151162 members 
Mstep: Class 7 contains 156670 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 7354 members 
Mstep: Class 10 contains 10912 members 
Mstep: Class 11 contains 7911 members 
Mstep: Class 12 contains 27579 members 
Mstep: Class 13 contains 71153 members 
Mstep: Class 14 contains 164492 members 
Mstep: Class 15 contains 57553 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 92969 members 
Mstep: Class 18 contains 157319 members 
Mstep: Class 19 contains 144526 members 
Mstep: Class 20 contains 2563 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180467056.000000 Penalty: 80642.937500
Iteration 171Q: 24 clusters Score -1.804671e+08 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 163129 members 
Mstep: Class 5 contains 158473 members 
Mstep: Class 6 contains 151135 members 
Mstep: Class 7 contains 156836 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 7413 members 
Mstep: Class 10 contains 11110 members 
Mstep: Class 11 contains 7920 members 
Mstep: Class 12 contains 27587 members 
Mstep: Class 13 contains 71046 members 
Mstep: Class 14 contains 164324 members 
Mstep: Class 15 contains 57185 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93027 members 
Mstep: Class 18 contains 157287 members 
Mstep: Class 19 contains 144030 members 
Mstep: Class 20 contains 2560 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180466768.000000 Penalty: 80642.937500
Iteration 172Q: 24 clusters Score -1.804668e+08 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 163359 members 
Mstep: Class 5 contains 158911 members 
Mstep: Class 6 contains 151067 members 
Mstep: Class 7 contains 157067 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 7458 members 
Mstep: Class 10 contains 11292 members 
Mstep: Class 11 contains 7931 members 
Mstep: Class 12 contains 27594 members 
Mstep: Class 13 contains 70926 members 
Mstep: Class 14 contains 164058 members 
Mstep: Class 15 contains 56827 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93075 members 
Mstep: Class 18 contains 157269 members 
Mstep: Class 19 contains 143676 members 
Mstep: Class 20 contains 2552 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180467200.000000 Penalty: 80642.937500
Iteration 173Q: 24 clusters Score -1.804672e+08 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 163590 members 
Mstep: Class 5 contains 159281 members 
Mstep: Class 6 contains 151031 members 
Mstep: Class 7 contains 157293 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 7507 members 
Mstep: Class 10 contains 11481 members 
Mstep: Class 11 contains 7938 members 
Mstep: Class 12 contains 27579 members 
Mstep: Class 13 contains 70819 members 
Mstep: Class 14 contains 163836 members 
Mstep: Class 15 contains 56455 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93118 members 
Mstep: Class 18 contains 157212 members 
Mstep: Class 19 contains 143376 members 
Mstep: Class 20 contains 2546 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180466544.000000 Penalty: 80642.937500
Iteration 174Q: 24 clusters Score -1.804665e+08 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 163853 members 
Mstep: Class 5 contains 159638 members 
Mstep: Class 6 contains 150997 members 
Mstep: Class 7 contains 157447 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 7549 members 
Mstep: Class 10 contains 11659 members 
Mstep: Class 11 contains 7944 members 
Mstep: Class 12 contains 27577 members 
Mstep: Class 13 contains 70709 members 
Mstep: Class 14 contains 163573 members 
Mstep: Class 15 contains 56100 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93159 members 
Mstep: Class 18 contains 157115 members 
Mstep: Class 19 contains 143195 members 
Mstep: Class 20 contains 2547 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180466704.000000 Penalty: 80642.937500
Iteration 175Q: 24 clusters Score -1.804667e+08 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 164058 members 
Mstep: Class 5 contains 159863 members 
Mstep: Class 6 contains 150968 members 
Mstep: Class 7 contains 157605 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 7600 members 
Mstep: Class 10 contains 11840 members 
Mstep: Class 11 contains 7949 members 
Mstep: Class 12 contains 27560 members 
Mstep: Class 13 contains 70606 members 
Mstep: Class 14 contains 163332 members 
Mstep: Class 15 contains 55779 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93226 members 
Mstep: Class 18 contains 156974 members 
Mstep: Class 19 contains 143158 members 
Mstep: Class 20 contains 2543 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180467152.000000 Penalty: 80642.937500
Iteration 176Q: 24 clusters Score -1.804672e+08 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 164292 members 
Mstep: Class 5 contains 160082 members 
Mstep: Class 6 contains 150930 members 
Mstep: Class 7 contains 157756 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 7640 members 
Mstep: Class 10 contains 11992 members 
Mstep: Class 11 contains 7955 members 
Mstep: Class 12 contains 27547 members 
Mstep: Class 13 contains 70529 members 
Mstep: Class 14 contains 163027 members 
Mstep: Class 15 contains 55450 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93268 members 
Mstep: Class 18 contains 156820 members 
Mstep: Class 19 contains 143229 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180467216.000000 Penalty: 80642.937500
Iteration 177Q: 24 clusters Score -1.804672e+08 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 164510 members 
Mstep: Class 5 contains 160219 members 
Mstep: Class 6 contains 150934 members 
Mstep: Class 7 contains 157898 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 7672 members 
Mstep: Class 10 contains 12139 members 
Mstep: Class 11 contains 7966 members 
Mstep: Class 12 contains 27533 members 
Mstep: Class 13 contains 70453 members 
Mstep: Class 14 contains 162751 members 
Mstep: Class 15 contains 55167 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93302 members 
Mstep: Class 18 contains 156639 members 
Mstep: Class 19 contains 143328 members 
Mstep: Class 20 contains 2546 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180467120.000000 Penalty: 80642.937500
Iteration 178Q: 24 clusters Score -1.804671e+08 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 164726 members 
Mstep: Class 5 contains 160304 members 
Mstep: Class 6 contains 150935 members 
Mstep: Class 7 contains 158007 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 7705 members 
Mstep: Class 10 contains 12284 members 
Mstep: Class 11 contains 7976 members 
Mstep: Class 12 contains 27511 members 
Mstep: Class 13 contains 70394 members 
Mstep: Class 14 contains 162448 members 
Mstep: Class 15 contains 54882 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 93339 members 
Mstep: Class 18 contains 156422 members 
Mstep: Class 19 contains 143561 members 
Mstep: Class 20 contains 2563 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180467920.000000 Penalty: 80642.937500
Iteration 179Q: 24 clusters Score -1.804679e+08 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 164906 members 
Mstep: Class 5 contains 160322 members 
Mstep: Class 6 contains 150919 members 
Mstep: Class 7 contains 158139 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 7730 members 
Mstep: Class 10 contains 12398 members 
Mstep: Class 11 contains 7986 members 
Mstep: Class 12 contains 27498 members 
Mstep: Class 13 contains 70336 members 
Mstep: Class 14 contains 162221 members 
Mstep: Class 15 contains 54625 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 93379 members 
Mstep: Class 18 contains 156188 members 
Mstep: Class 19 contains 143840 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180468256.000000 Penalty: 80642.937500
Iteration 180F: 24 clusters Score -1.804683e+08 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 165107 members 
Mstep: Class 5 contains 160231 members 
Mstep: Class 6 contains 150914 members 
Mstep: Class 7 contains 158247 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 7756 members 
Mstep: Class 10 contains 12497 members 
Mstep: Class 11 contains 7990 members 
Mstep: Class 12 contains 27476 members 
Mstep: Class 13 contains 70275 members 
Mstep: Class 14 contains 162043 members 
Mstep: Class 15 contains 54391 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 93407 members 
Mstep: Class 18 contains 155997 members 
Mstep: Class 19 contains 144168 members 
Mstep: Class 20 contains 2560 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180468496.000000 Penalty: 80642.937500
Iteration 181Q: 24 clusters Score -1.804685e+08 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 165297 members 
Mstep: Class 5 contains 160057 members 
Mstep: Class 6 contains 150901 members 
Mstep: Class 7 contains 158330 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 7787 members 
Mstep: Class 10 contains 12597 members 
Mstep: Class 11 contains 7992 members 
Mstep: Class 12 contains 27455 members 
Mstep: Class 13 contains 70215 members 
Mstep: Class 14 contains 161902 members 
Mstep: Class 15 contains 54157 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 93443 members 
Mstep: Class 18 contains 155815 members 
Mstep: Class 19 contains 144557 members 
Mstep: Class 20 contains 2556 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180469024.000000 Penalty: 80642.937500
Iteration 182Q: 24 clusters Score -1.80469e+08 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 165490 members 
Mstep: Class 5 contains 159804 members 
Mstep: Class 6 contains 150882 members 
Mstep: Class 7 contains 158353 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 7820 members 
Mstep: Class 10 contains 12706 members 
Mstep: Class 11 contains 7997 members 
Mstep: Class 12 contains 27443 members 
Mstep: Class 13 contains 70144 members 
Mstep: Class 14 contains 161904 members 
Mstep: Class 15 contains 53942 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 93449 members 
Mstep: Class 18 contains 155645 members 
Mstep: Class 19 contains 144932 members 
Mstep: Class 20 contains 2549 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180469296.000000 Penalty: 80642.937500
Iteration 183Q: 24 clusters Score -1.804693e+08 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 165660 members 
Mstep: Class 5 contains 159497 members 
Mstep: Class 6 contains 150833 members 
Mstep: Class 7 contains 158386 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 7840 members 
Mstep: Class 10 contains 12791 members 
Mstep: Class 11 contains 8004 members 
Mstep: Class 12 contains 27425 members 
Mstep: Class 13 contains 70086 members 
Mstep: Class 14 contains 161854 members 
Mstep: Class 15 contains 53726 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 93468 members 
Mstep: Class 18 contains 155515 members 
Mstep: Class 19 contains 145434 members 
Mstep: Class 20 contains 2542 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180469184.000000 Penalty: 80642.937500
Iteration 184Q: 24 clusters Score -1.804692e+08 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 165854 members 
Mstep: Class 5 contains 159118 members 
Mstep: Class 6 contains 150785 members 
Mstep: Class 7 contains 158423 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 7865 members 
Mstep: Class 10 contains 12872 members 
Mstep: Class 11 contains 8013 members 
Mstep: Class 12 contains 27401 members 
Mstep: Class 13 contains 70037 members 
Mstep: Class 14 contains 161826 members 
Mstep: Class 15 contains 53528 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 93482 members 
Mstep: Class 18 contains 155367 members 
Mstep: Class 19 contains 145948 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180468944.000000 Penalty: 80642.937500
Iteration 185Q: 24 clusters Score -1.804689e+08 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 166008 members 
Mstep: Class 5 contains 158690 members 
Mstep: Class 6 contains 150738 members 
Mstep: Class 7 contains 158515 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 7896 members 
Mstep: Class 10 contains 12941 members 
Mstep: Class 11 contains 8022 members 
Mstep: Class 12 contains 27385 members 
Mstep: Class 13 contains 69973 members 
Mstep: Class 14 contains 161820 members 
Mstep: Class 15 contains 53336 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 93490 members 
Mstep: Class 18 contains 155236 members 
Mstep: Class 19 contains 146473 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180468576.000000 Penalty: 80642.937500
Iteration 186Q: 24 clusters Score -1.804686e+08 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 166144 members 
Mstep: Class 5 contains 158250 members 
Mstep: Class 6 contains 150651 members 
Mstep: Class 7 contains 158610 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 7927 members 
Mstep: Class 10 contains 12999 members 
Mstep: Class 11 contains 8033 members 
Mstep: Class 12 contains 27380 members 
Mstep: Class 13 contains 69914 members 
Mstep: Class 14 contains 161846 members 
Mstep: Class 15 contains 53134 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 93495 members 
Mstep: Class 18 contains 155114 members 
Mstep: Class 19 contains 147032 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180468496.000000 Penalty: 80642.937500
Iteration 187Q: 24 clusters Score -1.804685e+08 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1435 members 
Mstep: Class 4 contains 166260 members 
Mstep: Class 5 contains 157838 members 
Mstep: Class 6 contains 150609 members 
Mstep: Class 7 contains 158657 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 7951 members 
Mstep: Class 10 contains 13052 members 
Mstep: Class 11 contains 8044 members 
Mstep: Class 12 contains 27382 members 
Mstep: Class 13 contains 69844 members 
Mstep: Class 14 contains 161879 members 
Mstep: Class 15 contains 52927 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 93493 members 
Mstep: Class 18 contains 155042 members 
Mstep: Class 19 contains 147559 members 
Mstep: Class 20 contains 2530 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180468512.000000 Penalty: 80642.937500
Iteration 188Q: 24 clusters Score -1.804685e+08 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1434 members 
Mstep: Class 4 contains 166367 members 
Mstep: Class 5 contains 157415 members 
Mstep: Class 6 contains 150536 members 
Mstep: Class 7 contains 158693 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 13109 members 
Mstep: Class 11 contains 8056 members 
Mstep: Class 12 contains 27372 members 
Mstep: Class 13 contains 69789 members 
Mstep: Class 14 contains 161866 members 
Mstep: Class 15 contains 52744 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 93496 members 
Mstep: Class 18 contains 154964 members 
Mstep: Class 19 contains 148155 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180468208.000000 Penalty: 80642.937500
Iteration 189Q: 24 clusters Score -1.804682e+08 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1435 members 
Mstep: Class 4 contains 166465 members 
Mstep: Class 5 contains 156971 members 
Mstep: Class 6 contains 150452 members 
Mstep: Class 7 contains 158686 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8004 members 
Mstep: Class 10 contains 13155 members 
Mstep: Class 11 contains 8069 members 
Mstep: Class 12 contains 27363 members 
Mstep: Class 13 contains 69737 members 
Mstep: Class 14 contains 161882 members 
Mstep: Class 15 contains 52569 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 93514 members 
Mstep: Class 18 contains 154890 members 
Mstep: Class 19 contains 148778 members 
Mstep: Class 20 contains 2531 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180468240.000000 Penalty: 80642.937500
Iteration 190Q: 24 clusters Score -1.804682e+08 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1434 members 
Mstep: Class 4 contains 166558 members 
Mstep: Class 5 contains 156559 members 
Mstep: Class 6 contains 150380 members 
Mstep: Class 7 contains 158680 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 13207 members 
Mstep: Class 11 contains 8087 members 
Mstep: Class 12 contains 27336 members 
Mstep: Class 13 contains 69682 members 
Mstep: Class 14 contains 161849 members 
Mstep: Class 15 contains 52399 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 93529 members 
Mstep: Class 18 contains 154789 members 
Mstep: Class 19 contains 149461 members 
Mstep: Class 20 contains 2524 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180468064.000000 Penalty: 80642.937500
Iteration 191Q: 24 clusters Score -1.804681e+08 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1434 members 
Mstep: Class 4 contains 166678 members 
Mstep: Class 5 contains 156110 members 
Mstep: Class 6 contains 150350 members 
Mstep: Class 7 contains 158744 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 8048 members 
Mstep: Class 10 contains 13248 members 
Mstep: Class 11 contains 8097 members 
Mstep: Class 12 contains 27308 members 
Mstep: Class 13 contains 69596 members 
Mstep: Class 14 contains 161772 members 
Mstep: Class 15 contains 52261 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 93547 members 
Mstep: Class 18 contains 154700 members 
Mstep: Class 19 contains 150087 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180468432.000000 Penalty: 80642.937500
Iteration 192Q: 24 clusters Score -1.804684e+08 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1434 members 
Mstep: Class 4 contains 166819 members 
Mstep: Class 5 contains 155672 members 
Mstep: Class 6 contains 150289 members 
Mstep: Class 7 contains 158786 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 8063 members 
Mstep: Class 10 contains 13297 members 
Mstep: Class 11 contains 8102 members 
Mstep: Class 12 contains 27285 members 
Mstep: Class 13 contains 69538 members 
Mstep: Class 14 contains 161721 members 
Mstep: Class 15 contains 52126 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 93576 members 
Mstep: Class 18 contains 154613 members 
Mstep: Class 19 contains 150655 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180468912.000000 Penalty: 80642.937500
Iteration 193Q: 24 clusters Score -1.804689e+08 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1434 members 
Mstep: Class 4 contains 166952 members 
Mstep: Class 5 contains 155303 members 
Mstep: Class 6 contains 150195 members 
Mstep: Class 7 contains 158802 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 8075 members 
Mstep: Class 10 contains 13338 members 
Mstep: Class 11 contains 8110 members 
Mstep: Class 12 contains 27269 members 
Mstep: Class 13 contains 69481 members 
Mstep: Class 14 contains 161682 members 
Mstep: Class 15 contains 51998 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 93598 members 
Mstep: Class 18 contains 154497 members 
Mstep: Class 19 contains 151244 members 
Mstep: Class 20 contains 2526 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180469536.000000 Penalty: 80642.937500
Iteration 194Q: 24 clusters Score -1.804695e+08 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1433 members 
Mstep: Class 4 contains 167111 members 
Mstep: Class 5 contains 154996 members 
Mstep: Class 6 contains 150107 members 
Mstep: Class 7 contains 158830 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 8096 members 
Mstep: Class 10 contains 13374 members 
Mstep: Class 11 contains 8118 members 
Mstep: Class 12 contains 27249 members 
Mstep: Class 13 contains 69427 members 
Mstep: Class 14 contains 161635 members 
Mstep: Class 15 contains 51860 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 93610 members 
Mstep: Class 18 contains 154356 members 
Mstep: Class 19 contains 151777 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180469264.000000 Penalty: 80642.937500
Iteration 195Q: 24 clusters Score -1.804693e+08 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1432 members 
Mstep: Class 4 contains 167227 members 
Mstep: Class 5 contains 154719 members 
Mstep: Class 6 contains 150004 members 
Mstep: Class 7 contains 158881 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 8119 members 
Mstep: Class 10 contains 13394 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 27239 members 
Mstep: Class 13 contains 69385 members 
Mstep: Class 14 contains 161595 members 
Mstep: Class 15 contains 51714 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 93639 members 
Mstep: Class 18 contains 154228 members 
Mstep: Class 19 contains 152287 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180469376.000000 Penalty: 80642.937500
Iteration 196Q: 24 clusters Score -1.804694e+08 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1431 members 
Mstep: Class 4 contains 167365 members 
Mstep: Class 5 contains 154422 members 
Mstep: Class 6 contains 149929 members 
Mstep: Class 7 contains 158932 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 8138 members 
Mstep: Class 10 contains 13412 members 
Mstep: Class 11 contains 8129 members 
Mstep: Class 12 contains 27218 members 
Mstep: Class 13 contains 69344 members 
Mstep: Class 14 contains 161622 members 
Mstep: Class 15 contains 51575 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 93656 members 
Mstep: Class 18 contains 154076 members 
Mstep: Class 19 contains 152735 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180469904.000000 Penalty: 80642.937500
Iteration 197Q: 24 clusters Score -1.804699e+08 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1432 members 
Mstep: Class 4 contains 167466 members 
Mstep: Class 5 contains 154132 members 
Mstep: Class 6 contains 149896 members 
Mstep: Class 7 contains 158978 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 8155 members 
Mstep: Class 10 contains 13429 members 
Mstep: Class 11 contains 8134 members 
Mstep: Class 12 contains 27212 members 
Mstep: Class 13 contains 69310 members 
Mstep: Class 14 contains 161609 members 
Mstep: Class 15 contains 51438 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 93666 members 
Mstep: Class 18 contains 153910 members 
Mstep: Class 19 contains 153215 members 
Mstep: Class 20 contains 2525 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180469920.000000 Penalty: 80642.937500
Iteration 198Q: 24 clusters Score -1.804699e+08 nChanged 2425
Entering ConstructFrom: 
Score: -180469920.000000 Penalty: 80642.937500
Entering ConstructFrom: 
Trying to split cluster 1 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -88684.000000 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -88684 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 355 members 
Entering Unmasked Estep 
Score: -87000.843750 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -87000.84 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -87307.960938 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -87307.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -87414.476562 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -87414.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -87509.882812 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -87509.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -87554.914062 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -87554.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -87570.078125 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -87570.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -87579.132812 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -87579.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -87613.250000 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -87613.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -87634.007812 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -87634.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -87639.906250 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -87639.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -87647.265625 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -87647.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -87649.007812 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -87649.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87649.898438 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -87649.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87649.898438 Penalty: 3261.237549
	Iteration 13F: 3 clusters Score -87649.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -145748.687500 Penalty: 1760.192139
	Iteration 0F: 2 clusters Score -145748.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -143767.140625 Penalty: 3520.384277
	Iteration 0F: 3 clusters Score -143767.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -144851.578125 Penalty: 3520.384277
	Iteration 1F: 3 clusters Score -144851.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -145378.609375 Penalty: 3520.384277
	Iteration 2F: 3 clusters Score -145378.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -145858.843750 Penalty: 3520.384277
	Iteration 3F: 3 clusters Score -145858.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -146220.187500 Penalty: 3520.384277
	Iteration 4F: 3 clusters Score -146220.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -146457.312500 Penalty: 3520.384277
	Iteration 5Q: 3 clusters Score -146457.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -146489.421875 Penalty: 3520.384277
	Iteration 6Q: 3 clusters Score -146489.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -146513.890625 Penalty: 3520.384277
	Iteration 7Q: 3 clusters Score -146513.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -146538.875000 Penalty: 3520.384277
	Iteration 8Q: 3 clusters Score -146538.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -146550.718750 Penalty: 3520.384277
	Iteration 9Q: 3 clusters Score -146550.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -146567.015625 Penalty: 3520.384277
	Iteration 10Q: 3 clusters Score -146567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -146581.296875 Penalty: 3520.384277
	Iteration 11Q: 3 clusters Score -146581.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -146590.828125 Penalty: 3520.384277
	Iteration 12Q: 3 clusters Score -146590.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -146603.937500 Penalty: 3520.384277
	Iteration 13Q: 3 clusters Score -146603.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -146607.984375 Penalty: 3520.384277
	Iteration 14Q: 3 clusters Score -146608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -146610.218750 Penalty: 3520.384277
	Iteration 15Q: 3 clusters Score -146610.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -146610.218750 Penalty: 3520.384277
	Iteration 16F: 3 clusters Score -146610.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 1431 members 
Mstep: Class 4 contains 167563 members 
Mstep: Class 5 contains 153848 members 
Mstep: Class 6 contains 149868 members 
Mstep: Class 7 contains 159035 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 8171 members 
Mstep: Class 10 contains 13451 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 27202 members 
Mstep: Class 13 contains 69265 members 
Mstep: Class 14 contains 161607 members 
Mstep: Class 15 contains 51305 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 93675 members 
Mstep: Class 18 contains 153765 members 
Mstep: Class 19 contains 153646 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 379 members 
Entering Unmasked Estep 
Score: -180468384.000000 Penalty: 84149.148438
Splitting cluster 2 changes total score from -180469920.000000 to -180468384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Entering Unmasked Estep 
Score: -172691.921875 Penalty: 1801.999878
	Iteration 0F: 2 clusters Score -172691.9 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 756 members 
Entering Unmasked Estep 
Score: -170552.265625 Penalty: 3603.999756
	Iteration 0F: 3 clusters Score -170552.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -171393.859375 Penalty: 3603.999756
	Iteration 1F: 3 clusters Score -171393.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -171884.359375 Penalty: 3603.999756
	Iteration 2F: 3 clusters Score -171884.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -172114.640625 Penalty: 3603.999756
	Iteration 3F: 3 clusters Score -172114.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -172246.343750 Penalty: 3603.999756
	Iteration 4F: 3 clusters Score -172246.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -172307.500000 Penalty: 3603.999756
	Iteration 5Q: 3 clusters Score -172307.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -172336.093750 Penalty: 3603.999756
	Iteration 6Q: 3 clusters Score -172336.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -172353.640625 Penalty: 3603.999756
	Iteration 7Q: 3 clusters Score -172353.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -172367.968750 Penalty: 3603.999756
	Iteration 8Q: 3 clusters Score -172368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -172387.406250 Penalty: 3603.999756
	Iteration 9Q: 3 clusters Score -172387.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -172402.109375 Penalty: 3603.999756
	Iteration 10Q: 3 clusters Score -172402.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -172407.859375 Penalty: 3603.999756
	Iteration 11Q: 3 clusters Score -172407.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -172413.484375 Penalty: 3603.999756
	Iteration 12Q: 3 clusters Score -172413.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -172420.937500 Penalty: 3603.999756
	Iteration 13Q: 3 clusters Score -172420.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -172423.421875 Penalty: 3603.999756
	Iteration 14Q: 3 clusters Score -172423.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -172425.921875 Penalty: 3603.999756
	Iteration 15Q: 3 clusters Score -172425.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -172426.187500 Penalty: 3603.999756
	Iteration 16Q: 3 clusters Score -172426.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -172427.125000 Penalty: 3603.999756
	Iteration 17Q: 3 clusters Score -172427.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -172427.125000 Penalty: 3603.999756
	Iteration 18F: 3 clusters Score -172427.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (167563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167563 members 
Entering Unmasked Estep 
Score: -22331190.000000 Penalty: 2983.220459
	Iteration 0F: 2 clusters Score -2.233119e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84275 members 
Mstep: Class 2 contains 83288 members 
Entering Unmasked Estep 
Score: -22220858.000000 Penalty: 5966.440918
	Iteration 0F: 3 clusters Score -2.222086e+07 nChanged 80482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94263 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
Score: -22269278.000000 Penalty: 5966.440918
	Iteration 1F: 3 clusters Score -2.226928e+07 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100790 members 
Mstep: Class 2 contains 66773 members 
Entering Unmasked Estep 
Score: -22272842.000000 Penalty: 5966.440918
	Iteration 2Q: 3 clusters Score -2.227284e+07 nChanged 10970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110428 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -22279636.000000 Penalty: 5966.440918
	Iteration 3F: 3 clusters Score -2.227964e+07 nChanged 13573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122823 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -22290072.000000 Penalty: 5966.440918
	Iteration 4F: 3 clusters Score -2.229007e+07 nChanged 14253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136180 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -22302512.000000 Penalty: 5966.440918
	Iteration 5F: 3 clusters Score -2.230251e+07 nChanged 12148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147822 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -22313686.000000 Penalty: 5966.440918
	Iteration 6F: 3 clusters Score -2.231369e+07 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156326 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -22321202.000000 Penalty: 5966.440918
	Iteration 7F: 3 clusters Score -2.23212e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161650 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -22325220.000000 Penalty: 5966.440918
	Iteration 8Q: 3 clusters Score -2.232522e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164454 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -22326948.000000 Penalty: 5966.440918
	Iteration 9Q: 3 clusters Score -2.232695e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165831 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -22327852.000000 Penalty: 5966.440918
	Iteration 10Q: 3 clusters Score -2.232785e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166465 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -22328280.000000 Penalty: 5966.440918
	Iteration 11Q: 3 clusters Score -2.232828e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166757 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -22328490.000000 Penalty: 5966.440918
	Iteration 12Q: 3 clusters Score -2.232849e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166899 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -22328580.000000 Penalty: 5966.440918
	Iteration 13Q: 3 clusters Score -2.232858e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166966 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -22328620.000000 Penalty: 5966.440918
	Iteration 14Q: 3 clusters Score -2.232862e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166998 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -22328652.000000 Penalty: 5966.440918
	Iteration 15Q: 3 clusters Score -2.232865e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167020 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -22328648.000000 Penalty: 5966.440918
	Iteration 16Q: 3 clusters Score -2.232865e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167037 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -22328660.000000 Penalty: 5966.440918
	Iteration 17Q: 3 clusters Score -2.232866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167037 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -22328678.000000 Penalty: 5966.440918
	Iteration 18Q: 3 clusters Score -2.232868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167045 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -22328688.000000 Penalty: 5966.440918
	Iteration 19Q: 3 clusters Score -2.232869e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167053 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -22328700.000000 Penalty: 5966.440918
	Iteration 20F: 3 clusters Score -2.23287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167059 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -22328714.000000 Penalty: 5966.440918
	Iteration 21Q: 3 clusters Score -2.232871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167062 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -22328724.000000 Penalty: 5966.440918
	Iteration 22Q: 3 clusters Score -2.232872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167068 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -22328728.000000 Penalty: 5966.440918
	Iteration 23Q: 3 clusters Score -2.232873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167069 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -22328732.000000 Penalty: 5966.440918
	Iteration 24Q: 3 clusters Score -2.232873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167070 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -22328722.000000 Penalty: 5966.440918
	Iteration 25Q: 3 clusters Score -2.232872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167073 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -22328718.000000 Penalty: 5966.440918
	Iteration 26Q: 3 clusters Score -2.232872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167077 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -22328728.000000 Penalty: 5966.440918
	Iteration 27Q: 3 clusters Score -2.232873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167078 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -22328736.000000 Penalty: 5966.440918
	Iteration 28Q: 3 clusters Score -2.232874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167077 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -22328746.000000 Penalty: 5966.440918
	Iteration 29Q: 3 clusters Score -2.232875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167082 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -22328744.000000 Penalty: 5966.440918
	Iteration 30Q: 3 clusters Score -2.232874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167085 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -22328738.000000 Penalty: 5966.440918
	Iteration 31Q: 3 clusters Score -2.232874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167089 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -22328752.000000 Penalty: 5966.440918
	Iteration 32Q: 3 clusters Score -2.232875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167092 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -22328754.000000 Penalty: 5966.440918
	Iteration 33Q: 3 clusters Score -2.232875e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167093 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -22328750.000000 Penalty: 5966.440918
	Iteration 34Q: 3 clusters Score -2.232875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167096 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -22328752.000000 Penalty: 5966.440918
	Iteration 35Q: 3 clusters Score -2.232875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167098 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -22328738.000000 Penalty: 5966.440918
	Iteration 36Q: 3 clusters Score -2.232874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167100 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -22328730.000000 Penalty: 5966.440918
	Iteration 37Q: 3 clusters Score -2.232873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167103 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -22328744.000000 Penalty: 5966.440918
	Iteration 38Q: 3 clusters Score -2.232874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167105 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -22328744.000000 Penalty: 5966.440918
	Iteration 39Q: 3 clusters Score -2.232874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167105 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -22328740.000000 Penalty: 5966.440918
	Iteration 40F: 3 clusters Score -2.232874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167105 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -22328730.000000 Penalty: 5966.440918
	Iteration 41Q: 3 clusters Score -2.232873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167106 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -22328736.000000 Penalty: 5966.440918
	Iteration 42Q: 3 clusters Score -2.232874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167107 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -22328744.000000 Penalty: 5966.440918
	Iteration 43Q: 3 clusters Score -2.232874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167109 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -22328732.000000 Penalty: 5966.440918
	Iteration 44Q: 3 clusters Score -2.232873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167110 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -22328732.000000 Penalty: 5966.440918
	Iteration 45Q: 3 clusters Score -2.232873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167108 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -22328742.000000 Penalty: 5966.440918
	Iteration 46Q: 3 clusters Score -2.232874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167110 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -22328736.000000 Penalty: 5966.440918
	Iteration 47Q: 3 clusters Score -2.232874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167109 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -22328746.000000 Penalty: 5966.440918
	Iteration 48Q: 3 clusters Score -2.232875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167109 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -22328746.000000 Penalty: 5966.440918
	Iteration 49F: 3 clusters Score -2.232875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (153848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153848 members 
Entering Unmasked Estep 
Score: -20444504.000000 Penalty: 2962.042725
	Iteration 0F: 2 clusters Score -2.04445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77212 members 
Mstep: Class 2 contains 76636 members 
Entering Unmasked Estep 
Score: -20341766.000000 Penalty: 5924.085449
	Iteration 0F: 3 clusters Score -2.034177e+07 nChanged 73628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83460 members 
Mstep: Class 2 contains 70388 members 
Entering Unmasked Estep 
Score: -20384708.000000 Penalty: 5924.085449
	Iteration 1F: 3 clusters Score -2.038471e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87665 members 
Mstep: Class 2 contains 66183 members 
Entering Unmasked Estep 
Score: -20386578.000000 Penalty: 5924.085449
	Iteration 2Q: 3 clusters Score -2.038658e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94112 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -20389900.000000 Penalty: 5924.085449
	Iteration 3Q: 3 clusters Score -2.03899e+07 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103241 members 
Mstep: Class 2 contains 50607 members 
Entering Unmasked Estep 
Score: -20395460.000000 Penalty: 5924.085449
	Iteration 4F: 3 clusters Score -2.039546e+07 nChanged 12178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115119 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -20404616.000000 Penalty: 5924.085449
	Iteration 5F: 3 clusters Score -2.040462e+07 nChanged 13531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128550 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -20417134.000000 Penalty: 5924.085449
	Iteration 6F: 3 clusters Score -2.041713e+07 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140757 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -20429416.000000 Penalty: 5924.085449
	Iteration 7F: 3 clusters Score -2.042942e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148717 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -20437570.000000 Penalty: 5924.085449
	Iteration 8F: 3 clusters Score -2.043757e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152123 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -20440588.000000 Penalty: 5924.085449
	Iteration 9Q: 3 clusters Score -2.044059e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153184 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -20441448.000000 Penalty: 5924.085449
	Iteration 10Q: 3 clusters Score -2.044145e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153451 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -20441690.000000 Penalty: 5924.085449
	Iteration 11Q: 3 clusters Score -2.044169e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153554 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -20441820.000000 Penalty: 5924.085449
	Iteration 12Q: 3 clusters Score -2.044182e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153599 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -20441886.000000 Penalty: 5924.085449
	Iteration 13Q: 3 clusters Score -2.044189e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153618 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20441910.000000 Penalty: 5924.085449
	Iteration 14Q: 3 clusters Score -2.044191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153621 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -20441908.000000 Penalty: 5924.085449
	Iteration 15Q: 3 clusters Score -2.044191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153620 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -20441918.000000 Penalty: 5924.085449
	Iteration 16Q: 3 clusters Score -2.044192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153622 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -20441918.000000 Penalty: 5924.085449
	Iteration 17Q: 3 clusters Score -2.044192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153624 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20441920.000000 Penalty: 5924.085449
	Iteration 18Q: 3 clusters Score -2.044192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153625 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -20441932.000000 Penalty: 5924.085449
	Iteration 19Q: 3 clusters Score -2.044193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153627 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20441932.000000 Penalty: 5924.085449
	Iteration 20F: 3 clusters Score -2.044193e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (149868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149868 members 
Entering Unmasked Estep 
Score: -20074352.000000 Penalty: 2955.542480
	Iteration 0F: 2 clusters Score -2.007435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74897 members 
Mstep: Class 2 contains 74971 members 
Entering Unmasked Estep 
Score: -19975068.000000 Penalty: 5911.084961
	Iteration 0F: 3 clusters Score -1.997507e+07 nChanged 71815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75440 members 
Mstep: Class 2 contains 74428 members 
Entering Unmasked Estep 
Score: -20017128.000000 Penalty: 5911.084961
	Iteration 1F: 3 clusters Score -2.001713e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76055 members 
Mstep: Class 2 contains 73813 members 
Entering Unmasked Estep 
Score: -20018518.000000 Penalty: 5911.084961
	Iteration 2Q: 3 clusters Score -2.001852e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77016 members 
Mstep: Class 2 contains 72852 members 
Entering Unmasked Estep 
Score: -20020074.000000 Penalty: 5911.084961
	Iteration 3Q: 3 clusters Score -2.002007e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78438 members 
Mstep: Class 2 contains 71430 members 
Entering Unmasked Estep 
Score: -20022138.000000 Penalty: 5911.084961
	Iteration 4Q: 3 clusters Score -2.002214e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80389 members 
Mstep: Class 2 contains 69479 members 
Entering Unmasked Estep 
Score: -20025324.000000 Penalty: 5911.084961
	Iteration 5Q: 3 clusters Score -2.002532e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82719 members 
Mstep: Class 2 contains 67149 members 
Entering Unmasked Estep 
Score: -20029298.000000 Penalty: 5911.084961
	Iteration 6F: 3 clusters Score -2.00293e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85476 members 
Mstep: Class 2 contains 64392 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2.003408e+07 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88722 members 
Mstep: Class 2 contains 61146 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2.003922e+07 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92365 members 
Mstep: Class 2 contains 57503 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -2.004434e+07 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96086 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -20049476.000000 Penalty: 5911.084961
	Iteration 10F: 3 clusters Score -2.004948e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99644 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2.005364e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102728 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2.005657e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105611 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2.005844e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108323 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -20059916.000000 Penalty: 5911.084961
	Iteration 14Q: 3 clusters Score -2.005992e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110929 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -20061196.000000 Penalty: 5911.084961
	Iteration 15Q: 3 clusters Score -2.00612e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113438 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -20062336.000000 Penalty: 5911.084961
	Iteration 16Q: 3 clusters Score -2.006234e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115781 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -20063372.000000 Penalty: 5911.084961
	Iteration 17Q: 3 clusters Score -2.006337e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118033 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -20064284.000000 Penalty: 5911.084961
	Iteration 18Q: 3 clusters Score -2.006428e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120130 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -20065060.000000 Penalty: 5911.084961
	Iteration 19Q: 3 clusters Score -2.006506e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122097 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -20065742.000000 Penalty: 5911.084961
	Iteration 20F: 3 clusters Score -2.006574e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124003 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -20066384.000000 Penalty: 5911.084961
	Iteration 21Q: 3 clusters Score -2.006638e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125813 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -20066982.000000 Penalty: 5911.084961
	Iteration 22Q: 3 clusters Score -2.006698e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127579 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -20067650.000000 Penalty: 5911.084961
	Iteration 23Q: 3 clusters Score -2.006765e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129238 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -20068096.000000 Penalty: 5911.084961
	Iteration 24Q: 3 clusters Score -2.00681e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130818 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -20068518.000000 Penalty: 5911.084961
	Iteration 25Q: 3 clusters Score -2.006852e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132279 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -20068898.000000 Penalty: 5911.084961
	Iteration 26Q: 3 clusters Score -2.00689e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133688 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -20069302.000000 Penalty: 5911.084961
	Iteration 27Q: 3 clusters Score -2.00693e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134939 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -20069570.000000 Penalty: 5911.084961
	Iteration 28Q: 3 clusters Score -2.006957e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136096 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -20069890.000000 Penalty: 5911.084961
	Iteration 29Q: 3 clusters Score -2.006989e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137162 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -20070112.000000 Penalty: 5911.084961
	Iteration 30Q: 3 clusters Score -2.007011e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138137 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -20070420.000000 Penalty: 5911.084961
	Iteration 31Q: 3 clusters Score -2.007042e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139025 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -20070658.000000 Penalty: 5911.084961
	Iteration 32Q: 3 clusters Score -2.007066e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139807 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -20070818.000000 Penalty: 5911.084961
	Iteration 33Q: 3 clusters Score -2.007082e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140528 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -20070922.000000 Penalty: 5911.084961
	Iteration 34Q: 3 clusters Score -2.007092e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141205 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -20071184.000000 Penalty: 5911.084961
	Iteration 35Q: 3 clusters Score -2.007118e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141837 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -20071382.000000 Penalty: 5911.084961
	Iteration 36Q: 3 clusters Score -2.007138e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142411 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -20071626.000000 Penalty: 5911.084961
	Iteration 37Q: 3 clusters Score -2.007163e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142944 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -20071702.000000 Penalty: 5911.084961
	Iteration 38Q: 3 clusters Score -2.00717e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143434 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -20071854.000000 Penalty: 5911.084961
	Iteration 39Q: 3 clusters Score -2.007185e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143888 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -20072022.000000 Penalty: 5911.084961
	Iteration 40F: 3 clusters Score -2.007202e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144288 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -20072102.000000 Penalty: 5911.084961
	Iteration 41Q: 3 clusters Score -2.00721e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144662 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -20072234.000000 Penalty: 5911.084961
	Iteration 42Q: 3 clusters Score -2.007223e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144964 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -20072334.000000 Penalty: 5911.084961
	Iteration 43Q: 3 clusters Score -2.007233e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145232 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -20072310.000000 Penalty: 5911.084961
	Iteration 44Q: 3 clusters Score -2.007231e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145426 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -20072340.000000 Penalty: 5911.084961
	Iteration 45Q: 3 clusters Score -2.007234e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145575 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -20072410.000000 Penalty: 5911.084961
	Iteration 46Q: 3 clusters Score -2.007241e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145705 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -20072430.000000 Penalty: 5911.084961
	Iteration 47Q: 3 clusters Score -2.007243e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145844 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -20072460.000000 Penalty: 5911.084961
	Iteration 48Q: 3 clusters Score -2.007246e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145956 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -20072508.000000 Penalty: 5911.084961
	Iteration 49Q: 3 clusters Score -2.007251e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146059 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -20072518.000000 Penalty: 5911.084961
	Iteration 50Q: 3 clusters Score -2.007252e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146142 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -20072494.000000 Penalty: 5911.084961
	Iteration 51Q: 3 clusters Score -2.007249e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146235 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -20072514.000000 Penalty: 5911.084961
	Iteration 52Q: 3 clusters Score -2.007251e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146311 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -20072526.000000 Penalty: 5911.084961
	Iteration 53Q: 3 clusters Score -2.007253e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146375 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -20072516.000000 Penalty: 5911.084961
	Iteration 54Q: 3 clusters Score -2.007252e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146436 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -20072534.000000 Penalty: 5911.084961
	Iteration 55Q: 3 clusters Score -2.007253e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146485 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -20072540.000000 Penalty: 5911.084961
	Iteration 56Q: 3 clusters Score -2.007254e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146532 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -20072520.000000 Penalty: 5911.084961
	Iteration 57Q: 3 clusters Score -2.007252e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146585 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -20072548.000000 Penalty: 5911.084961
	Iteration 58Q: 3 clusters Score -2.007255e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146619 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -20072566.000000 Penalty: 5911.084961
	Iteration 59Q: 3 clusters Score -2.007257e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146647 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -20072584.000000 Penalty: 5911.084961
	Iteration 60F: 3 clusters Score -2.007258e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146683 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -20072590.000000 Penalty: 5911.084961
	Iteration 61Q: 3 clusters Score -2.007259e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146708 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -20072588.000000 Penalty: 5911.084961
	Iteration 62Q: 3 clusters Score -2.007259e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146747 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -20072596.000000 Penalty: 5911.084961
	Iteration 63Q: 3 clusters Score -2.00726e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146790 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -20072636.000000 Penalty: 5911.084961
	Iteration 64Q: 3 clusters Score -2.007264e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146832 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -20072664.000000 Penalty: 5911.084961
	Iteration 65Q: 3 clusters Score -2.007266e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146869 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -20072638.000000 Penalty: 5911.084961
	Iteration 66Q: 3 clusters Score -2.007264e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146901 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -20072628.000000 Penalty: 5911.084961
	Iteration 67Q: 3 clusters Score -2.007263e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146924 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -20072610.000000 Penalty: 5911.084961
	Iteration 68Q: 3 clusters Score -2.007261e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146937 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -20072634.000000 Penalty: 5911.084961
	Iteration 69Q: 3 clusters Score -2.007263e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146954 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -20072638.000000 Penalty: 5911.084961
	Iteration 70Q: 3 clusters Score -2.007264e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146975 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -20072652.000000 Penalty: 5911.084961
	Iteration 71Q: 3 clusters Score -2.007265e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146993 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -20072640.000000 Penalty: 5911.084961
	Iteration 72Q: 3 clusters Score -2.007264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147005 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -20072656.000000 Penalty: 5911.084961
	Iteration 73Q: 3 clusters Score -2.007266e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147018 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -20072654.000000 Penalty: 5911.084961
	Iteration 74Q: 3 clusters Score -2.007265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147026 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -20072668.000000 Penalty: 5911.084961
	Iteration 75Q: 3 clusters Score -2.007267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147037 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -20072654.000000 Penalty: 5911.084961
	Iteration 76Q: 3 clusters Score -2.007265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147047 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -20072654.000000 Penalty: 5911.084961
	Iteration 77Q: 3 clusters Score -2.007265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147052 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -20072670.000000 Penalty: 5911.084961
	Iteration 78Q: 3 clusters Score -2.007267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147054 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -20072666.000000 Penalty: 5911.084961
	Iteration 79Q: 3 clusters Score -2.007267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147057 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -20072654.000000 Penalty: 5911.084961
	Iteration 80F: 3 clusters Score -2.007265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147058 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -20072664.000000 Penalty: 5911.084961
	Iteration 81Q: 3 clusters Score -2.007266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147060 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -20072672.000000 Penalty: 5911.084961
	Iteration 82Q: 3 clusters Score -2.007267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147061 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -20072666.000000 Penalty: 5911.084961
	Iteration 83Q: 3 clusters Score -2.007267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147064 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -20072662.000000 Penalty: 5911.084961
	Iteration 84Q: 3 clusters Score -2.007266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147066 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -20072660.000000 Penalty: 5911.084961
	Iteration 85Q: 3 clusters Score -2.007266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147067 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -20072670.000000 Penalty: 5911.084961
	Iteration 86Q: 3 clusters Score -2.007267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147067 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -20072668.000000 Penalty: 5911.084961
	Iteration 87Q: 3 clusters Score -2.007267e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147067 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -20072668.000000 Penalty: 5911.084961
	Iteration 88F: 3 clusters Score -2.007267e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (159035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159035 members 
Entering Unmasked Estep 
Score: -21054948.000000 Penalty: 2970.266113
	Iteration 0F: 2 clusters Score -2.105495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79547 members 
Mstep: Class 2 contains 79488 members 
Entering Unmasked Estep 
Score: -20949872.000000 Penalty: 5940.532227
	Iteration 0F: 3 clusters Score -2.094987e+07 nChanged 76294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80467 members 
Mstep: Class 2 contains 78568 members 
Entering Unmasked Estep 
Score: -20994828.000000 Penalty: 5940.532227
	Iteration 1F: 3 clusters Score -2.099483e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81279 members 
Mstep: Class 2 contains 77756 members 
Entering Unmasked Estep 
Score: -20996546.000000 Penalty: 5940.532227
	Iteration 2Q: 3 clusters Score -2.099655e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82758 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -20999152.000000 Penalty: 5940.532227
	Iteration 3Q: 3 clusters Score -2.099915e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85385 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
Score: -21002868.000000 Penalty: 5940.532227
	Iteration 4Q: 3 clusters Score -2.100287e+07 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89977 members 
Mstep: Class 2 contains 69058 members 
Entering Unmasked Estep 
Score: -21008386.000000 Penalty: 5940.532227
	Iteration 5F: 3 clusters Score -2.100839e+07 nChanged 11652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96727 members 
Mstep: Class 2 contains 62308 members 
Entering Unmasked Estep 
Score: -21016160.000000 Penalty: 5940.532227
	Iteration 6F: 3 clusters Score -2.101616e+07 nChanged 12195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104582 members 
Mstep: Class 2 contains 54453 members 
Entering Unmasked Estep 
Score: -21025224.000000 Penalty: 5940.532227
	Iteration 7F: 3 clusters Score -2.102522e+07 nChanged 10783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111881 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -21034032.000000 Penalty: 5940.532227
	Iteration 8F: 3 clusters Score -2.103403e+07 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117264 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -21040556.000000 Penalty: 5940.532227
	Iteration 9F: 3 clusters Score -2.104056e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121092 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -21044384.000000 Penalty: 5940.532227
	Iteration 10Q: 3 clusters Score -2.104438e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124101 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -21046390.000000 Penalty: 5940.532227
	Iteration 11Q: 3 clusters Score -2.104639e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126733 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -21047574.000000 Penalty: 5940.532227
	Iteration 12Q: 3 clusters Score -2.104757e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129137 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -21048594.000000 Penalty: 5940.532227
	Iteration 13Q: 3 clusters Score -2.104859e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131407 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -21049366.000000 Penalty: 5940.532227
	Iteration 14Q: 3 clusters Score -2.104937e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133515 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -21050166.000000 Penalty: 5940.532227
	Iteration 15Q: 3 clusters Score -2.105017e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135490 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -21050692.000000 Penalty: 5940.532227
	Iteration 16Q: 3 clusters Score -2.105069e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137248 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -21051254.000000 Penalty: 5940.532227
	Iteration 17Q: 3 clusters Score -2.105125e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138931 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -21051804.000000 Penalty: 5940.532227
	Iteration 18Q: 3 clusters Score -2.10518e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140431 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -21052194.000000 Penalty: 5940.532227
	Iteration 19Q: 3 clusters Score -2.105219e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141877 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -21052700.000000 Penalty: 5940.532227
	Iteration 20F: 3 clusters Score -2.10527e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143242 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -21053014.000000 Penalty: 5940.532227
	Iteration 21Q: 3 clusters Score -2.105301e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144514 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -21053454.000000 Penalty: 5940.532227
	Iteration 22Q: 3 clusters Score -2.105345e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145689 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -21053800.000000 Penalty: 5940.532227
	Iteration 23Q: 3 clusters Score -2.10538e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146733 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -21054132.000000 Penalty: 5940.532227
	Iteration 24Q: 3 clusters Score -2.105413e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147631 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -21054440.000000 Penalty: 5940.532227
	Iteration 25Q: 3 clusters Score -2.105444e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148443 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -21054582.000000 Penalty: 5940.532227
	Iteration 26Q: 3 clusters Score -2.105458e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149175 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -21054780.000000 Penalty: 5940.532227
	Iteration 27Q: 3 clusters Score -2.105478e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149844 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -21054902.000000 Penalty: 5940.532227
	Iteration 28Q: 3 clusters Score -2.10549e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150436 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -21054998.000000 Penalty: 5940.532227
	Iteration 29Q: 3 clusters Score -2.1055e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150951 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -21055132.000000 Penalty: 5940.532227
	Iteration 30Q: 3 clusters Score -2.105513e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151406 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -21055228.000000 Penalty: 5940.532227
	Iteration 31Q: 3 clusters Score -2.105523e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151781 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -21055282.000000 Penalty: 5940.532227
	Iteration 32Q: 3 clusters Score -2.105528e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152118 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -21055344.000000 Penalty: 5940.532227
	Iteration 33Q: 3 clusters Score -2.105534e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152421 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -21055494.000000 Penalty: 5940.532227
	Iteration 34Q: 3 clusters Score -2.105549e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152682 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -21055538.000000 Penalty: 5940.532227
	Iteration 35Q: 3 clusters Score -2.105554e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152913 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -21055558.000000 Penalty: 5940.532227
	Iteration 36Q: 3 clusters Score -2.105556e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153105 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -21055528.000000 Penalty: 5940.532227
	Iteration 37Q: 3 clusters Score -2.105553e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153298 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -21055544.000000 Penalty: 5940.532227
	Iteration 38Q: 3 clusters Score -2.105554e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153466 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -21055550.000000 Penalty: 5940.532227
	Iteration 39Q: 3 clusters Score -2.105555e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153607 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -21055564.000000 Penalty: 5940.532227
	Iteration 40F: 3 clusters Score -2.105556e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153720 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -21055596.000000 Penalty: 5940.532227
	Iteration 41Q: 3 clusters Score -2.10556e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153810 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -21055594.000000 Penalty: 5940.532227
	Iteration 42Q: 3 clusters Score -2.105559e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153895 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -21055578.000000 Penalty: 5940.532227
	Iteration 43Q: 3 clusters Score -2.105558e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153972 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -21055588.000000 Penalty: 5940.532227
	Iteration 44Q: 3 clusters Score -2.105559e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154046 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -21055574.000000 Penalty: 5940.532227
	Iteration 45Q: 3 clusters Score -2.105557e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154107 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -21055602.000000 Penalty: 5940.532227
	Iteration 46Q: 3 clusters Score -2.10556e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154174 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -21055544.000000 Penalty: 5940.532227
	Iteration 47Q: 3 clusters Score -2.105554e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154234 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -21055540.000000 Penalty: 5940.532227
	Iteration 48Q: 3 clusters Score -2.105554e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154280 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -21055542.000000 Penalty: 5940.532227
	Iteration 49Q: 3 clusters Score -2.105554e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154332 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -21055546.000000 Penalty: 5940.532227
	Iteration 50Q: 3 clusters Score -2.105555e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154373 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -21055526.000000 Penalty: 5940.532227
	Iteration 51Q: 3 clusters Score -2.105553e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154411 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -21055544.000000 Penalty: 5940.532227
	Iteration 52Q: 3 clusters Score -2.105554e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154437 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -21055514.000000 Penalty: 5940.532227
	Iteration 53Q: 3 clusters Score -2.105551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154453 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -21055512.000000 Penalty: 5940.532227
	Iteration 54Q: 3 clusters Score -2.105551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154466 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -21055508.000000 Penalty: 5940.532227
	Iteration 55Q: 3 clusters Score -2.105551e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154491 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -21055478.000000 Penalty: 5940.532227
	Iteration 56Q: 3 clusters Score -2.105548e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154515 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -21055468.000000 Penalty: 5940.532227
	Iteration 57Q: 3 clusters Score -2.105547e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154536 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -21055472.000000 Penalty: 5940.532227
	Iteration 58Q: 3 clusters Score -2.105547e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154554 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -21055462.000000 Penalty: 5940.532227
	Iteration 59Q: 3 clusters Score -2.105546e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154575 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -21055474.000000 Penalty: 5940.532227
	Iteration 60F: 3 clusters Score -2.105547e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154594 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -21055462.000000 Penalty: 5940.532227
	Iteration 61Q: 3 clusters Score -2.105546e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154611 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -21055462.000000 Penalty: 5940.532227
	Iteration 62Q: 3 clusters Score -2.105546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154624 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -21055464.000000 Penalty: 5940.532227
	Iteration 63Q: 3 clusters Score -2.105546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154637 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -21055456.000000 Penalty: 5940.532227
	Iteration 64Q: 3 clusters Score -2.105546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154650 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -21055456.000000 Penalty: 5940.532227
	Iteration 65Q: 3 clusters Score -2.105546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154664 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -21055454.000000 Penalty: 5940.532227
	Iteration 66Q: 3 clusters Score -2.105545e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154678 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -21055468.000000 Penalty: 5940.532227
	Iteration 67Q: 3 clusters Score -2.105547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154691 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -21055464.000000 Penalty: 5940.532227
	Iteration 68Q: 3 clusters Score -2.105546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154701 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -21055452.000000 Penalty: 5940.532227
	Iteration 69Q: 3 clusters Score -2.105545e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154714 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -21055454.000000 Penalty: 5940.532227
	Iteration 70Q: 3 clusters Score -2.105545e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154727 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -21055472.000000 Penalty: 5940.532227
	Iteration 71Q: 3 clusters Score -2.105547e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154741 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -21055460.000000 Penalty: 5940.532227
	Iteration 72Q: 3 clusters Score -2.105546e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154758 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -21055474.000000 Penalty: 5940.532227
	Iteration 73Q: 3 clusters Score -2.105547e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154779 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -21055468.000000 Penalty: 5940.532227
	Iteration 74Q: 3 clusters Score -2.105547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154792 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -21055494.000000 Penalty: 5940.532227
	Iteration 75Q: 3 clusters Score -2.105549e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154809 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -21055476.000000 Penalty: 5940.532227
	Iteration 76Q: 3 clusters Score -2.105548e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154826 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -21055472.000000 Penalty: 5940.532227
	Iteration 77Q: 3 clusters Score -2.105547e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154840 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -21055464.000000 Penalty: 5940.532227
	Iteration 78Q: 3 clusters Score -2.105546e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154848 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -21055464.000000 Penalty: 5940.532227
	Iteration 79Q: 3 clusters Score -2.105546e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154865 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -21055472.000000 Penalty: 5940.532227
	Iteration 80F: 3 clusters Score -2.105547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154878 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -21055478.000000 Penalty: 5940.532227
	Iteration 81Q: 3 clusters Score -2.105548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154888 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -21055456.000000 Penalty: 5940.532227
	Iteration 82Q: 3 clusters Score -2.105546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154895 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -21055438.000000 Penalty: 5940.532227
	Iteration 83Q: 3 clusters Score -2.105544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154898 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -21055440.000000 Penalty: 5940.532227
	Iteration 84Q: 3 clusters Score -2.105544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154902 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -21055456.000000 Penalty: 5940.532227
	Iteration 85Q: 3 clusters Score -2.105546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154902 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -21055456.000000 Penalty: 5940.532227
	Iteration 86F: 3 clusters Score -2.105546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1431 members 
Mstep: Class 4 contains 167563 members 
Mstep: Class 5 contains 153848 members 
Mstep: Class 6 contains 149868 members 
Mstep: Class 7 contains 154902 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 8171 members 
Mstep: Class 10 contains 13451 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 27202 members 
Mstep: Class 13 contains 69265 members 
Mstep: Class 14 contains 161607 members 
Mstep: Class 15 contains 51305 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 93675 members 
Mstep: Class 18 contains 153765 members 
Mstep: Class 19 contains 153646 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 4133 members 
Entering Unmasked Estep 
Score: -180470528.000000 Penalty: 84149.148438
Splitting cluster 7 changes total score from -180469920.000000 to -180470528.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (2844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Entering Unmasked Estep 
Score: -379151.125000 Penalty: 1972.335693
	Iteration 0F: 2 clusters Score -379151.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -376012.718750 Penalty: 3944.671387
	Iteration 0F: 3 clusters Score -376012.7 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -376638.000000 Penalty: 3944.671387
	Iteration 1F: 3 clusters Score -376638 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -376804.687500 Penalty: 3944.671387
	Iteration 2F: 3 clusters Score -376804.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -376904.187500 Penalty: 3944.671387
	Iteration 3Q: 3 clusters Score -376904.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -376982.375000 Penalty: 3944.671387
	Iteration 4Q: 3 clusters Score -376982.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -377041.656250 Penalty: 3944.671387
	Iteration 5Q: 3 clusters Score -377041.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -377109.406250 Penalty: 3944.671387
	Iteration 6Q: 3 clusters Score -377109.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -377181.937500 Penalty: 3944.671387
	Iteration 7Q: 3 clusters Score -377181.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -377274.531250 Penalty: 3944.671387
	Iteration 8Q: 3 clusters Score -377274.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -377381.531250 Penalty: 3944.671387
	Iteration 9Q: 3 clusters Score -377381.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -377497.468750 Penalty: 3944.671387
	Iteration 10Q: 3 clusters Score -377497.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -377635.312500 Penalty: 3944.671387
	Iteration 11Q: 3 clusters Score -377635.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -377774.718750 Penalty: 3944.671387
	Iteration 12Q: 3 clusters Score -377774.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -377952.906250 Penalty: 3944.671387
	Iteration 13Q: 3 clusters Score -377952.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -378206.218750 Penalty: 3944.671387
	Iteration 14Q: 3 clusters Score -378206.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -378415.218750 Penalty: 3944.671387
	Iteration 15Q: 3 clusters Score -378415.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -378576.375000 Penalty: 3944.671387
	Iteration 16Q: 3 clusters Score -378576.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -378645.093750 Penalty: 3944.671387
	Iteration 17Q: 3 clusters Score -378645.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -378675.343750 Penalty: 3944.671387
	Iteration 18Q: 3 clusters Score -378675.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -378689.031250 Penalty: 3944.671387
	Iteration 19Q: 3 clusters Score -378689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -378698.656250 Penalty: 3944.671387
	Iteration 20F: 3 clusters Score -378698.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -378702.031250 Penalty: 3944.671387
	Iteration 21Q: 3 clusters Score -378702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -378706.781250 Penalty: 3944.671387
	Iteration 22Q: 3 clusters Score -378706.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -378707.906250 Penalty: 3944.671387
	Iteration 23Q: 3 clusters Score -378707.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -378709.156250 Penalty: 3944.671387
	Iteration 24Q: 3 clusters Score -378709.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -378709.656250 Penalty: 3944.671387
	Iteration 25Q: 3 clusters Score -378709.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -378709.968750 Penalty: 3944.671387
	Iteration 26Q: 3 clusters Score -378710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -378709.968750 Penalty: 3944.671387
	Iteration 27F: 3 clusters Score -378710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Entering Unmasked Estep 
Score: -1084280.750000 Penalty: 2234.069824
	Iteration 0F: 2 clusters Score -1084281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1077754.625000 Penalty: 4468.139648
	Iteration 0F: 3 clusters Score -1077755 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1079613.500000 Penalty: 4468.139648
	Iteration 1F: 3 clusters Score -1079614 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1079978.125000 Penalty: 4468.139648
	Iteration 2F: 3 clusters Score -1079978 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1080366.000000 Penalty: 4468.139648
	Iteration 3F: 3 clusters Score -1080366 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1080715.375000 Penalty: 4468.139648
	Iteration 4F: 3 clusters Score -1080715 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1080990.375000 Penalty: 4468.139648
	Iteration 5F: 3 clusters Score -1080990 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1081223.250000 Penalty: 4468.139648
	Iteration 6Q: 3 clusters Score -1081223 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1081415.250000 Penalty: 4468.139648
	Iteration 7Q: 3 clusters Score -1081415 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1081602.750000 Penalty: 4468.139648
	Iteration 8Q: 3 clusters Score -1081603 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1081783.750000 Penalty: 4468.139648
	Iteration 9Q: 3 clusters Score -1081784 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1081950.500000 Penalty: 4468.139648
	Iteration 10Q: 3 clusters Score -1081950 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1082099.375000 Penalty: 4468.139648
	Iteration 11Q: 3 clusters Score -1082099 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1082220.125000 Penalty: 4468.139648
	Iteration 12Q: 3 clusters Score -1082220 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1082330.125000 Penalty: 4468.139648
	Iteration 13Q: 3 clusters Score -1082330 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1082431.875000 Penalty: 4468.139648
	Iteration 14Q: 3 clusters Score -1082432 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1082504.375000 Penalty: 4468.139648
	Iteration 15Q: 3 clusters Score -1082504 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1082556.250000 Penalty: 4468.139648
	Iteration 16Q: 3 clusters Score -1082556 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1082596.125000 Penalty: 4468.139648
	Iteration 17Q: 3 clusters Score -1082596 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1082625.125000 Penalty: 4468.139648
	Iteration 18Q: 3 clusters Score -1082625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1082637.125000 Penalty: 4468.139648
	Iteration 19Q: 3 clusters Score -1082637 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1082649.500000 Penalty: 4468.139648
	Iteration 20F: 3 clusters Score -1082650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1082658.500000 Penalty: 4468.139648
	Iteration 21Q: 3 clusters Score -1082658 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1082672.000000 Penalty: 4468.139648
	Iteration 22Q: 3 clusters Score -1082672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1082686.625000 Penalty: 4468.139648
	Iteration 23Q: 3 clusters Score -1082687 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1082695.125000 Penalty: 4468.139648
	Iteration 24Q: 3 clusters Score -1082695 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1082708.125000 Penalty: 4468.139648
	Iteration 25Q: 3 clusters Score -1082708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1082716.875000 Penalty: 4468.139648
	Iteration 26Q: 3 clusters Score -1082717 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1082730.250000 Penalty: 4468.139648
	Iteration 27Q: 3 clusters Score -1082730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1082737.125000 Penalty: 4468.139648
	Iteration 28Q: 3 clusters Score -1082737 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1082743.375000 Penalty: 4468.139648
	Iteration 29Q: 3 clusters Score -1082743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1082752.500000 Penalty: 4468.139648
	Iteration 30Q: 3 clusters Score -1082752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1082759.000000 Penalty: 4468.139648
	Iteration 31Q: 3 clusters Score -1082759 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1082771.250000 Penalty: 4468.139648
	Iteration 32Q: 3 clusters Score -1082771 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1082779.500000 Penalty: 4468.139648
	Iteration 33Q: 3 clusters Score -1082780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1082786.625000 Penalty: 4468.139648
	Iteration 34Q: 3 clusters Score -1082787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1082794.875000 Penalty: 4468.139648
	Iteration 35Q: 3 clusters Score -1082795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1082799.625000 Penalty: 4468.139648
	Iteration 36Q: 3 clusters Score -1082800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1082805.000000 Penalty: 4468.139648
	Iteration 37Q: 3 clusters Score -1082805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1082812.375000 Penalty: 4468.139648
	Iteration 38Q: 3 clusters Score -1082812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1082817.750000 Penalty: 4468.139648
	Iteration 39Q: 3 clusters Score -1082818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1082823.125000 Penalty: 4468.139648
	Iteration 40F: 3 clusters Score -1082823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1082824.125000 Penalty: 4468.139648
	Iteration 41Q: 3 clusters Score -1082824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1082826.125000 Penalty: 4468.139648
	Iteration 42Q: 3 clusters Score -1082826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1082828.375000 Penalty: 4468.139648
	Iteration 43Q: 3 clusters Score -1082828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1082831.500000 Penalty: 4468.139648
	Iteration 44Q: 3 clusters Score -1082832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1082836.750000 Penalty: 4468.139648
	Iteration 45Q: 3 clusters Score -1082837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1082845.750000 Penalty: 4468.139648
	Iteration 46Q: 3 clusters Score -1082846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1082853.375000 Penalty: 4468.139648
	Iteration 47Q: 3 clusters Score -1082853 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1082861.625000 Penalty: 4468.139648
	Iteration 48Q: 3 clusters Score -1082862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1082866.500000 Penalty: 4468.139648
	Iteration 49Q: 3 clusters Score -1082866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1082869.875000 Penalty: 4468.139648
	Iteration 50Q: 3 clusters Score -1082870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1082869.625000 Penalty: 4468.139648
	Iteration 51Q: 3 clusters Score -1082870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1082872.375000 Penalty: 4468.139648
	Iteration 52Q: 3 clusters Score -1082872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1082875.250000 Penalty: 4468.139648
	Iteration 53Q: 3 clusters Score -1082875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1082881.500000 Penalty: 4468.139648
	Iteration 54Q: 3 clusters Score -1082882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1082884.250000 Penalty: 4468.139648
	Iteration 55Q: 3 clusters Score -1082884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1082886.750000 Penalty: 4468.139648
	Iteration 56Q: 3 clusters Score -1082887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1082890.125000 Penalty: 4468.139648
	Iteration 57Q: 3 clusters Score -1082890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1082891.625000 Penalty: 4468.139648
	Iteration 58Q: 3 clusters Score -1082892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1082896.625000 Penalty: 4468.139648
	Iteration 59Q: 3 clusters Score -1082897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1082901.750000 Penalty: 4468.139648
	Iteration 60F: 3 clusters Score -1082902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1082904.750000 Penalty: 4468.139648
	Iteration 61Q: 3 clusters Score -1082905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1082905.875000 Penalty: 4468.139648
	Iteration 62Q: 3 clusters Score -1082906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1082911.000000 Penalty: 4468.139648
	Iteration 63Q: 3 clusters Score -1082911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1082912.000000 Penalty: 4468.139648
	Iteration 64Q: 3 clusters Score -1082912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1082913.500000 Penalty: 4468.139648
	Iteration 65Q: 3 clusters Score -1082914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1082919.625000 Penalty: 4468.139648
	Iteration 66Q: 3 clusters Score -1082920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1082920.750000 Penalty: 4468.139648
	Iteration 67Q: 3 clusters Score -1082921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1082918.375000 Penalty: 4468.139648
	Iteration 68Q: 3 clusters Score -1082918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1082922.750000 Penalty: 4468.139648
	Iteration 69Q: 3 clusters Score -1082923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1082922.750000 Penalty: 4468.139648
	Iteration 70Q: 3 clusters Score -1082923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1082925.750000 Penalty: 4468.139648
	Iteration 71Q: 3 clusters Score -1082926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1082929.000000 Penalty: 4468.139648
	Iteration 72Q: 3 clusters Score -1082929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1082933.750000 Penalty: 4468.139648
	Iteration 73Q: 3 clusters Score -1082934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1082940.000000 Penalty: 4468.139648
	Iteration 74Q: 3 clusters Score -1082940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1082943.000000 Penalty: 4468.139648
	Iteration 75Q: 3 clusters Score -1082943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1082947.375000 Penalty: 4468.139648
	Iteration 76Q: 3 clusters Score -1082947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1082949.625000 Penalty: 4468.139648
	Iteration 77Q: 3 clusters Score -1082950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1082953.375000 Penalty: 4468.139648
	Iteration 78Q: 3 clusters Score -1082953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1082956.875000 Penalty: 4468.139648
	Iteration 79Q: 3 clusters Score -1082957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1082959.750000 Penalty: 4468.139648
	Iteration 80F: 3 clusters Score -1082960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1082960.875000 Penalty: 4468.139648
	Iteration 81Q: 3 clusters Score -1082961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1082962.625000 Penalty: 4468.139648
	Iteration 82Q: 3 clusters Score -1082963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1082963.875000 Penalty: 4468.139648
	Iteration 83Q: 3 clusters Score -1082964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1082965.875000 Penalty: 4468.139648
	Iteration 84Q: 3 clusters Score -1082966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1082967.000000 Penalty: 4468.139648
	Iteration 85Q: 3 clusters Score -1082967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1082968.125000 Penalty: 4468.139648
	Iteration 86Q: 3 clusters Score -1082968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1082967.375000 Penalty: 4468.139648
	Iteration 87Q: 3 clusters Score -1082967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1082968.875000 Penalty: 4468.139648
	Iteration 88Q: 3 clusters Score -1082969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1082970.625000 Penalty: 4468.139648
	Iteration 89Q: 3 clusters Score -1082971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1082971.250000 Penalty: 4468.139648
	Iteration 90Q: 3 clusters Score -1082971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1082972.500000 Penalty: 4468.139648
	Iteration 91Q: 3 clusters Score -1082972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1082974.500000 Penalty: 4468.139648
	Iteration 92Q: 3 clusters Score -1082974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1082976.875000 Penalty: 4468.139648
	Iteration 93Q: 3 clusters Score -1082977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1082976.125000 Penalty: 4468.139648
	Iteration 94Q: 3 clusters Score -1082976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1082978.875000 Penalty: 4468.139648
	Iteration 95Q: 3 clusters Score -1082979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1082979.500000 Penalty: 4468.139648
	Iteration 96Q: 3 clusters Score -1082980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1082980.500000 Penalty: 4468.139648
	Iteration 97Q: 3 clusters Score -1082980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1082980.625000 Penalty: 4468.139648
	Iteration 98Q: 3 clusters Score -1082981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1082981.250000 Penalty: 4468.139648
	Iteration 99Q: 3 clusters Score -1082981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1082981.250000 Penalty: 4468.139648
	Iteration 100F: 3 clusters Score -1082981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Entering Unmasked Estep 
Score: -1789623.375000 Penalty: 2357.688477
	Iteration 0F: 2 clusters Score -1789623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1779774.250000 Penalty: 4715.376953
	Iteration 0F: 3 clusters Score -1779774 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1782940.250000 Penalty: 4715.376953
	Iteration 1F: 3 clusters Score -1782940 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1783480.500000 Penalty: 4715.376953
	Iteration 2F: 3 clusters Score -1783480 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1784099.250000 Penalty: 4715.376953
	Iteration 3F: 3 clusters Score -1784099 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1784738.875000 Penalty: 4715.376953
	Iteration 4F: 3 clusters Score -1784739 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1785369.125000 Penalty: 4715.376953
	Iteration 5F: 3 clusters Score -1785369 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1785987.750000 Penalty: 4715.376953
	Iteration 6F: 3 clusters Score -1785988 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1786616.500000 Penalty: 4715.376953
	Iteration 7F: 3 clusters Score -1786616 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1787217.500000 Penalty: 4715.376953
	Iteration 8F: 3 clusters Score -1787218 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1787737.125000 Penalty: 4715.376953
	Iteration 9F: 3 clusters Score -1787737 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1788105.000000 Penalty: 4715.376953
	Iteration 10Q: 3 clusters Score -1788105 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1788277.375000 Penalty: 4715.376953
	Iteration 11Q: 3 clusters Score -1788277 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1788383.125000 Penalty: 4715.376953
	Iteration 12Q: 3 clusters Score -1788383 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1788453.875000 Penalty: 4715.376953
	Iteration 13Q: 3 clusters Score -1788454 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1788482.000000 Penalty: 4715.376953
	Iteration 14Q: 3 clusters Score -1788482 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1788510.625000 Penalty: 4715.376953
	Iteration 15Q: 3 clusters Score -1788511 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1788526.250000 Penalty: 4715.376953
	Iteration 16Q: 3 clusters Score -1788526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1788538.125000 Penalty: 4715.376953
	Iteration 17Q: 3 clusters Score -1788538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1788541.000000 Penalty: 4715.376953
	Iteration 18Q: 3 clusters Score -1788541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1788552.625000 Penalty: 4715.376953
	Iteration 19Q: 3 clusters Score -1788553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1788554.250000 Penalty: 4715.376953
	Iteration 20F: 3 clusters Score -1788554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1788555.125000 Penalty: 4715.376953
	Iteration 21Q: 3 clusters Score -1788555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1788558.375000 Penalty: 4715.376953
	Iteration 22Q: 3 clusters Score -1788558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1788561.000000 Penalty: 4715.376953
	Iteration 23Q: 3 clusters Score -1788561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1788561.375000 Penalty: 4715.376953
	Iteration 24Q: 3 clusters Score -1788561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1788565.625000 Penalty: 4715.376953
	Iteration 25Q: 3 clusters Score -1788566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1788562.500000 Penalty: 4715.376953
	Iteration 26Q: 3 clusters Score -1788562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1788565.750000 Penalty: 4715.376953
	Iteration 27Q: 3 clusters Score -1788566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1788565.250000 Penalty: 4715.376953
	Iteration 28Q: 3 clusters Score -1788565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1788569.000000 Penalty: 4715.376953
	Iteration 29Q: 3 clusters Score -1788569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1788574.750000 Penalty: 4715.376953
	Iteration 30Q: 3 clusters Score -1788575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1788576.250000 Penalty: 4715.376953
	Iteration 31Q: 3 clusters Score -1788576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1788576.875000 Penalty: 4715.376953
	Iteration 32Q: 3 clusters Score -1788577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1788581.250000 Penalty: 4715.376953
	Iteration 33Q: 3 clusters Score -1788581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -1788581.750000 Penalty: 4715.376953
	Iteration 34Q: 3 clusters Score -1788582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1788585.375000 Penalty: 4715.376953
	Iteration 35Q: 3 clusters Score -1788585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1788593.000000 Penalty: 4715.376953
	Iteration 36Q: 3 clusters Score -1788593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1788594.000000 Penalty: 4715.376953
	Iteration 37Q: 3 clusters Score -1788594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1788596.875000 Penalty: 4715.376953
	Iteration 38Q: 3 clusters Score -1788597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1788600.750000 Penalty: 4715.376953
	Iteration 39Q: 3 clusters Score -1788601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1788604.500000 Penalty: 4715.376953
	Iteration 40F: 3 clusters Score -1788604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1788608.875000 Penalty: 4715.376953
	Iteration 41Q: 3 clusters Score -1788609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1788602.625000 Penalty: 4715.376953
	Iteration 42Q: 3 clusters Score -1788603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1788605.375000 Penalty: 4715.376953
	Iteration 43Q: 3 clusters Score -1788605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1788609.125000 Penalty: 4715.376953
	Iteration 44Q: 3 clusters Score -1788609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1788612.875000 Penalty: 4715.376953
	Iteration 45Q: 3 clusters Score -1788613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1788615.250000 Penalty: 4715.376953
	Iteration 46Q: 3 clusters Score -1788615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1788614.625000 Penalty: 4715.376953
	Iteration 47Q: 3 clusters Score -1788615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1788612.625000 Penalty: 4715.376953
	Iteration 48Q: 3 clusters Score -1788613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1788611.125000 Penalty: 4715.376953
	Iteration 49Q: 3 clusters Score -1788611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1788615.500000 Penalty: 4715.376953
	Iteration 50Q: 3 clusters Score -1788616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1788612.125000 Penalty: 4715.376953
	Iteration 51Q: 3 clusters Score -1788612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1788616.500000 Penalty: 4715.376953
	Iteration 52Q: 3 clusters Score -1788616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1788618.125000 Penalty: 4715.376953
	Iteration 53Q: 3 clusters Score -1788618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1788614.750000 Penalty: 4715.376953
	Iteration 54Q: 3 clusters Score -1788615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1788617.375000 Penalty: 4715.376953
	Iteration 55Q: 3 clusters Score -1788617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1788618.500000 Penalty: 4715.376953
	Iteration 56Q: 3 clusters Score -1788618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1788617.750000 Penalty: 4715.376953
	Iteration 57Q: 3 clusters Score -1788618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1788616.375000 Penalty: 4715.376953
	Iteration 58Q: 3 clusters Score -1788616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1788615.125000 Penalty: 4715.376953
	Iteration 59Q: 3 clusters Score -1788615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1788614.125000 Penalty: 4715.376953
	Iteration 60F: 3 clusters Score -1788614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Entering Unmasked Estep 
Score: -1034257.062500 Penalty: 2233.035889
	Iteration 0F: 2 clusters Score -1034257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1027760.500000 Penalty: 4466.071777
	Iteration 0F: 3 clusters Score -1027760 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1029654.875000 Penalty: 4466.071777
	Iteration 1F: 3 clusters Score -1029655 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1030178.125000 Penalty: 4466.071777
	Iteration 2F: 3 clusters Score -1030178 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1030721.250000 Penalty: 4466.071777
	Iteration 3F: 3 clusters Score -1030721 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1031227.250000 Penalty: 4466.071777
	Iteration 4F: 3 clusters Score -1031227 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1031684.875000 Penalty: 4466.071777
	Iteration 5F: 3 clusters Score -1031685 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1032036.250000 Penalty: 4466.071777
	Iteration 6F: 3 clusters Score -1032036 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1032259.937500 Penalty: 4466.071777
	Iteration 7Q: 3 clusters Score -1032260 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1032405.750000 Penalty: 4466.071777
	Iteration 8Q: 3 clusters Score -1032406 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1032492.250000 Penalty: 4466.071777
	Iteration 9Q: 3 clusters Score -1032492 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1032543.875000 Penalty: 4466.071777
	Iteration 10Q: 3 clusters Score -1032544 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1032582.375000 Penalty: 4466.071777
	Iteration 11Q: 3 clusters Score -1032582 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1032613.312500 Penalty: 4466.071777
	Iteration 12Q: 3 clusters Score -1032613 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1032638.062500 Penalty: 4466.071777
	Iteration 13Q: 3 clusters Score -1032638 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1032660.812500 Penalty: 4466.071777
	Iteration 14Q: 3 clusters Score -1032661 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1032672.187500 Penalty: 4466.071777
	Iteration 15Q: 3 clusters Score -1032672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1032684.750000 Penalty: 4466.071777
	Iteration 16Q: 3 clusters Score -1032685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1032693.375000 Penalty: 4466.071777
	Iteration 17Q: 3 clusters Score -1032693 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1032700.375000 Penalty: 4466.071777
	Iteration 18Q: 3 clusters Score -1032700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1032709.937500 Penalty: 4466.071777
	Iteration 19Q: 3 clusters Score -1032710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1032717.750000 Penalty: 4466.071777
	Iteration 20F: 3 clusters Score -1032718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1032726.625000 Penalty: 4466.071777
	Iteration 21Q: 3 clusters Score -1032727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1032734.562500 Penalty: 4466.071777
	Iteration 22Q: 3 clusters Score -1032735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1032741.812500 Penalty: 4466.071777
	Iteration 23Q: 3 clusters Score -1032742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1032746.625000 Penalty: 4466.071777
	Iteration 24Q: 3 clusters Score -1032747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1032752.625000 Penalty: 4466.071777
	Iteration 25Q: 3 clusters Score -1032753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1032755.625000 Penalty: 4466.071777
	Iteration 26Q: 3 clusters Score -1032756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1032757.812500 Penalty: 4466.071777
	Iteration 27Q: 3 clusters Score -1032758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1032763.812500 Penalty: 4466.071777
	Iteration 28Q: 3 clusters Score -1032764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1032766.250000 Penalty: 4466.071777
	Iteration 29Q: 3 clusters Score -1032766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1032767.812500 Penalty: 4466.071777
	Iteration 30Q: 3 clusters Score -1032768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1032771.625000 Penalty: 4466.071777
	Iteration 31Q: 3 clusters Score -1032772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1032775.750000 Penalty: 4466.071777
	Iteration 32Q: 3 clusters Score -1032776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1032778.687500 Penalty: 4466.071777
	Iteration 33Q: 3 clusters Score -1032779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1032781.500000 Penalty: 4466.071777
	Iteration 34Q: 3 clusters Score -1032782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1032784.000000 Penalty: 4466.071777
	Iteration 35Q: 3 clusters Score -1032784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1032786.062500 Penalty: 4466.071777
	Iteration 36Q: 3 clusters Score -1032786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1032787.375000 Penalty: 4466.071777
	Iteration 37Q: 3 clusters Score -1032787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1032790.687500 Penalty: 4466.071777
	Iteration 38Q: 3 clusters Score -1032791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1032794.812500 Penalty: 4466.071777
	Iteration 39Q: 3 clusters Score -1032795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1032791.500000 Penalty: 4466.071777
	Iteration 40F: 3 clusters Score -1032792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1032795.625000 Penalty: 4466.071777
	Iteration 41Q: 3 clusters Score -1032796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1032796.125000 Penalty: 4466.071777
	Iteration 42Q: 3 clusters Score -1032796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1032795.937500 Penalty: 4466.071777
	Iteration 43Q: 3 clusters Score -1032796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1032796.125000 Penalty: 4466.071777
	Iteration 44Q: 3 clusters Score -1032796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1032796.375000 Penalty: 4466.071777
	Iteration 45Q: 3 clusters Score -1032796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1032797.500000 Penalty: 4466.071777
	Iteration 46Q: 3 clusters Score -1032798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1032798.312500 Penalty: 4466.071777
	Iteration 47Q: 3 clusters Score -1032798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1032801.000000 Penalty: 4466.071777
	Iteration 48Q: 3 clusters Score -1032801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1032801.437500 Penalty: 4466.071777
	Iteration 49Q: 3 clusters Score -1032801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1032800.625000 Penalty: 4466.071777
	Iteration 50Q: 3 clusters Score -1032801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1032803.437500 Penalty: 4466.071777
	Iteration 51Q: 3 clusters Score -1032803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1032803.625000 Penalty: 4466.071777
	Iteration 52Q: 3 clusters Score -1032804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1032803.125000 Penalty: 4466.071777
	Iteration 53Q: 3 clusters Score -1032803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1032804.375000 Penalty: 4466.071777
	Iteration 54Q: 3 clusters Score -1032804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1032804.375000 Penalty: 4466.071777
	Iteration 55F: 3 clusters Score -1032804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (27202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Entering Unmasked Estep 
Score: -3603139.250000 Penalty: 2532.339355
	Iteration 0F: 2 clusters Score -3603139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -3584328.750000 Penalty: 5064.678711
	Iteration 0F: 3 clusters Score -3584329 nChanged 12244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -3590960.750000 Penalty: 5064.678711
	Iteration 1F: 3 clusters Score -3590961 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -3591581.000000 Penalty: 5064.678711
	Iteration 2F: 3 clusters Score -3591581 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -3592247.250000 Penalty: 5064.678711
	Iteration 3F: 3 clusters Score -3592247 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3592973.250000 Penalty: 5064.678711
	Iteration 4F: 3 clusters Score -3592973 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -3593664.750000 Penalty: 5064.678711
	Iteration 5F: 3 clusters Score -3593665 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3594314.750000 Penalty: 5064.678711
	Iteration 6Q: 3 clusters Score -3594315 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -3595007.000000 Penalty: 5064.678711
	Iteration 7Q: 3 clusters Score -3595007 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -3595840.250000 Penalty: 5064.678711
	Iteration 8F: 3 clusters Score -3595840 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -3596738.500000 Penalty: 5064.678711
	Iteration 9F: 3 clusters Score -3596738 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -3597623.750000 Penalty: 5064.678711
	Iteration 10F: 3 clusters Score -3597624 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -3598419.250000 Penalty: 5064.678711
	Iteration 11Q: 3 clusters Score -3598419 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -3598965.250000 Penalty: 5064.678711
	Iteration 12Q: 3 clusters Score -3598965 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -3599358.250000 Penalty: 5064.678711
	Iteration 13Q: 3 clusters Score -3599358 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -3599625.250000 Penalty: 5064.678711
	Iteration 14Q: 3 clusters Score -3599625 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -3599831.000000 Penalty: 5064.678711
	Iteration 15Q: 3 clusters Score -3599831 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -3599995.750000 Penalty: 5064.678711
	Iteration 16Q: 3 clusters Score -3599996 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -3600146.750000 Penalty: 5064.678711
	Iteration 17Q: 3 clusters Score -3600147 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -3600266.750000 Penalty: 5064.678711
	Iteration 18Q: 3 clusters Score -3600267 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -3600374.750000 Penalty: 5064.678711
	Iteration 19Q: 3 clusters Score -3600375 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -3600480.250000 Penalty: 5064.678711
	Iteration 20F: 3 clusters Score -3600480 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -3600565.500000 Penalty: 5064.678711
	Iteration 21Q: 3 clusters Score -3600566 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -3600642.750000 Penalty: 5064.678711
	Iteration 22Q: 3 clusters Score -3600643 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -3600715.000000 Penalty: 5064.678711
	Iteration 23Q: 3 clusters Score -3600715 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -3600779.000000 Penalty: 5064.678711
	Iteration 24Q: 3 clusters Score -3600779 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -3600827.500000 Penalty: 5064.678711
	Iteration 25Q: 3 clusters Score -3600828 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -3600868.500000 Penalty: 5064.678711
	Iteration 26Q: 3 clusters Score -3600868 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3600922.000000 Penalty: 5064.678711
	Iteration 27Q: 3 clusters Score -3600922 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -3600962.000000 Penalty: 5064.678711
	Iteration 28Q: 3 clusters Score -3600962 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -3601019.500000 Penalty: 5064.678711
	Iteration 29Q: 3 clusters Score -3601020 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -3601077.000000 Penalty: 5064.678711
	Iteration 30Q: 3 clusters Score -3601077 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -3601118.000000 Penalty: 5064.678711
	Iteration 31Q: 3 clusters Score -3601118 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3601147.000000 Penalty: 5064.678711
	Iteration 32Q: 3 clusters Score -3601147 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -3601162.500000 Penalty: 5064.678711
	Iteration 33Q: 3 clusters Score -3601162 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3601198.750000 Penalty: 5064.678711
	Iteration 34Q: 3 clusters Score -3601199 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -3601219.250000 Penalty: 5064.678711
	Iteration 35Q: 3 clusters Score -3601219 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -3601242.250000 Penalty: 5064.678711
	Iteration 36Q: 3 clusters Score -3601242 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -3601267.500000 Penalty: 5064.678711
	Iteration 37Q: 3 clusters Score -3601268 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -3601309.750000 Penalty: 5064.678711
	Iteration 38Q: 3 clusters Score -3601310 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -3601323.500000 Penalty: 5064.678711
	Iteration 39Q: 3 clusters Score -3601324 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -3601356.500000 Penalty: 5064.678711
	Iteration 40F: 3 clusters Score -3601356 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -3601368.000000 Penalty: 5064.678711
	Iteration 41Q: 3 clusters Score -3601368 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -3601373.000000 Penalty: 5064.678711
	Iteration 42Q: 3 clusters Score -3601373 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -3601388.750000 Penalty: 5064.678711
	Iteration 43Q: 3 clusters Score -3601389 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -3601399.500000 Penalty: 5064.678711
	Iteration 44Q: 3 clusters Score -3601400 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -3601406.000000 Penalty: 5064.678711
	Iteration 45Q: 3 clusters Score -3601406 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3601421.000000 Penalty: 5064.678711
	Iteration 46Q: 3 clusters Score -3601421 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -3601429.500000 Penalty: 5064.678711
	Iteration 47Q: 3 clusters Score -3601430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -3601443.250000 Penalty: 5064.678711
	Iteration 48Q: 3 clusters Score -3601443 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -3601443.000000 Penalty: 5064.678711
	Iteration 49Q: 3 clusters Score -3601443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -3601453.500000 Penalty: 5064.678711
	Iteration 50Q: 3 clusters Score -3601454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -3601458.000000 Penalty: 5064.678711
	Iteration 51Q: 3 clusters Score -3601458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -3601465.250000 Penalty: 5064.678711
	Iteration 52Q: 3 clusters Score -3601465 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -3601467.000000 Penalty: 5064.678711
	Iteration 53Q: 3 clusters Score -3601467 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -3601485.500000 Penalty: 5064.678711
	Iteration 54Q: 3 clusters Score -3601486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -3601488.000000 Penalty: 5064.678711
	Iteration 55Q: 3 clusters Score -3601488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -3601492.000000 Penalty: 5064.678711
	Iteration 56Q: 3 clusters Score -3601492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3601487.000000 Penalty: 5064.678711
	Iteration 57Q: 3 clusters Score -3601487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -3601501.750000 Penalty: 5064.678711
	Iteration 58Q: 3 clusters Score -3601502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -3601507.250000 Penalty: 5064.678711
	Iteration 59Q: 3 clusters Score -3601507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -3601506.250000 Penalty: 5064.678711
	Iteration 60F: 3 clusters Score -3601506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -3601507.000000 Penalty: 5064.678711
	Iteration 61Q: 3 clusters Score -3601507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -3601514.750000 Penalty: 5064.678711
	Iteration 62Q: 3 clusters Score -3601515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -3601522.500000 Penalty: 5064.678711
	Iteration 63Q: 3 clusters Score -3601522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3601522.750000 Penalty: 5064.678711
	Iteration 64Q: 3 clusters Score -3601523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -3601523.750000 Penalty: 5064.678711
	Iteration 65Q: 3 clusters Score -3601524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -3601528.250000 Penalty: 5064.678711
	Iteration 66Q: 3 clusters Score -3601528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -3601530.750000 Penalty: 5064.678711
	Iteration 67Q: 3 clusters Score -3601531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -3601538.500000 Penalty: 5064.678711
	Iteration 68Q: 3 clusters Score -3601538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -3601542.750000 Penalty: 5064.678711
	Iteration 69Q: 3 clusters Score -3601543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -3601546.250000 Penalty: 5064.678711
	Iteration 70Q: 3 clusters Score -3601546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -3601554.500000 Penalty: 5064.678711
	Iteration 71Q: 3 clusters Score -3601554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -3601556.000000 Penalty: 5064.678711
	Iteration 72Q: 3 clusters Score -3601556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -3601552.750000 Penalty: 5064.678711
	Iteration 73Q: 3 clusters Score -3601553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -3601565.000000 Penalty: 5064.678711
	Iteration 74Q: 3 clusters Score -3601565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -3601565.250000 Penalty: 5064.678711
	Iteration 75Q: 3 clusters Score -3601565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -3601569.500000 Penalty: 5064.678711
	Iteration 76Q: 3 clusters Score -3601570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -3601574.000000 Penalty: 5064.678711
	Iteration 77Q: 3 clusters Score -3601574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -3601577.250000 Penalty: 5064.678711
	Iteration 78Q: 3 clusters Score -3601577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -3601570.500000 Penalty: 5064.678711
	Iteration 79Q: 3 clusters Score -3601570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -3601573.000000 Penalty: 5064.678711
	Iteration 80F: 3 clusters Score -3601573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -3601570.500000 Penalty: 5064.678711
	Iteration 81Q: 3 clusters Score -3601570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -3601575.000000 Penalty: 5064.678711
	Iteration 82Q: 3 clusters Score -3601575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -3601580.000000 Penalty: 5064.678711
	Iteration 83Q: 3 clusters Score -3601580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -3601587.250000 Penalty: 5064.678711
	Iteration 84Q: 3 clusters Score -3601587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3601592.250000 Penalty: 5064.678711
	Iteration 85Q: 3 clusters Score -3601592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -3601599.250000 Penalty: 5064.678711
	Iteration 86Q: 3 clusters Score -3601599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3601597.750000 Penalty: 5064.678711
	Iteration 87Q: 3 clusters Score -3601598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -3601601.750000 Penalty: 5064.678711
	Iteration 88Q: 3 clusters Score -3601602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -3601604.000000 Penalty: 5064.678711
	Iteration 89Q: 3 clusters Score -3601604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -3601603.000000 Penalty: 5064.678711
	Iteration 90Q: 3 clusters Score -3601603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -3601602.500000 Penalty: 5064.678711
	Iteration 91Q: 3 clusters Score -3601602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -3601605.250000 Penalty: 5064.678711
	Iteration 92Q: 3 clusters Score -3601605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -3601607.500000 Penalty: 5064.678711
	Iteration 93Q: 3 clusters Score -3601608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -3601612.250000 Penalty: 5064.678711
	Iteration 94Q: 3 clusters Score -3601612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -3601613.250000 Penalty: 5064.678711
	Iteration 95Q: 3 clusters Score -3601613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -3601613.250000 Penalty: 5064.678711
	Iteration 96F: 3 clusters Score -3601613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (69265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69265 members 
Entering Unmasked Estep 
Score: -9335249.000000 Penalty: 2764.132324
	Iteration 0F: 2 clusters Score -9335249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -9289054.000000 Penalty: 5528.264648
	Iteration 0F: 3 clusters Score -9289054 nChanged 32372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -9307144.000000 Penalty: 5528.264648
	Iteration 1F: 3 clusters Score -9307144 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -9307839.000000 Penalty: 5528.264648
	Iteration 2Q: 3 clusters Score -9307839 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -9308595.000000 Penalty: 5528.264648
	Iteration 3Q: 3 clusters Score -9308595 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -9309460.000000 Penalty: 5528.264648
	Iteration 4Q: 3 clusters Score -9309460 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -9310625.000000 Penalty: 5528.264648
	Iteration 5Q: 3 clusters Score -9310625 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -9312329.000000 Penalty: 5528.264648
	Iteration 6Q: 3 clusters Score -9312329 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -9314882.000000 Penalty: 5528.264648
	Iteration 7F: 3 clusters Score -9314882 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -9318277.000000 Penalty: 5528.264648
	Iteration 8F: 3 clusters Score -9318277 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -9321948.000000 Penalty: 5528.264648
	Iteration 9F: 3 clusters Score -9321948 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -9324930.000000 Penalty: 5528.264648
	Iteration 10F: 3 clusters Score -9324930 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -9326945.000000 Penalty: 5528.264648
	Iteration 11Q: 3 clusters Score -9326945 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -9328293.000000 Penalty: 5528.264648
	Iteration 12Q: 3 clusters Score -9328293 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 56191 members 
Entering Unmasked Estep 
Score: -9329346.000000 Penalty: 5528.264648
	Iteration 13Q: 3 clusters Score -9329346 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 57425 members 
Entering Unmasked Estep 
Score: -9330141.000000 Penalty: 5528.264648
	Iteration 14Q: 3 clusters Score -9330141 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 58455 members 
Entering Unmasked Estep 
Score: -9330731.000000 Penalty: 5528.264648
	Iteration 15Q: 3 clusters Score -9330731 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
Score: -9331198.000000 Penalty: 5528.264648
	Iteration 16Q: 3 clusters Score -9331198 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 60083 members 
Entering Unmasked Estep 
Score: -9331534.000000 Penalty: 5528.264648
	Iteration 17Q: 3 clusters Score -9331534 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 60788 members 
Entering Unmasked Estep 
Score: -9331828.000000 Penalty: 5528.264648
	Iteration 18Q: 3 clusters Score -9331828 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 61407 members 
Entering Unmasked Estep 
Score: -9332036.000000 Penalty: 5528.264648
	Iteration 19Q: 3 clusters Score -9332036 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 61930 members 
Entering Unmasked Estep 
Score: -9332223.000000 Penalty: 5528.264648
	Iteration 20F: 3 clusters Score -9332223 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 62397 members 
Entering Unmasked Estep 
Score: -9332385.000000 Penalty: 5528.264648
	Iteration 21Q: 3 clusters Score -9332385 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -9332552.000000 Penalty: 5528.264648
	Iteration 22Q: 3 clusters Score -9332552 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 63166 members 
Entering Unmasked Estep 
Score: -9332614.000000 Penalty: 5528.264648
	Iteration 23Q: 3 clusters Score -9332614 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 63502 members 
Entering Unmasked Estep 
Score: -9332727.000000 Penalty: 5528.264648
	Iteration 24Q: 3 clusters Score -9332727 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 63799 members 
Entering Unmasked Estep 
Score: -9332788.000000 Penalty: 5528.264648
	Iteration 25Q: 3 clusters Score -9332788 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 64057 members 
Entering Unmasked Estep 
Score: -9332874.000000 Penalty: 5528.264648
	Iteration 26Q: 3 clusters Score -9332874 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -9332921.000000 Penalty: 5528.264648
	Iteration 27Q: 3 clusters Score -9332921 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 64554 members 
Entering Unmasked Estep 
Score: -9332978.000000 Penalty: 5528.264648
	Iteration 28Q: 3 clusters Score -9332978 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -9333045.000000 Penalty: 5528.264648
	Iteration 29Q: 3 clusters Score -9333045 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 65020 members 
Entering Unmasked Estep 
Score: -9333103.000000 Penalty: 5528.264648
	Iteration 30Q: 3 clusters Score -9333103 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -9333153.000000 Penalty: 5528.264648
	Iteration 31Q: 3 clusters Score -9333153 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 65398 members 
Entering Unmasked Estep 
Score: -9333201.000000 Penalty: 5528.264648
	Iteration 32Q: 3 clusters Score -9333201 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 65556 members 
Entering Unmasked Estep 
Score: -9333233.000000 Penalty: 5528.264648
	Iteration 33Q: 3 clusters Score -9333233 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 65702 members 
Entering Unmasked Estep 
Score: -9333263.000000 Penalty: 5528.264648
	Iteration 34Q: 3 clusters Score -9333263 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 65846 members 
Entering Unmasked Estep 
Score: -9333296.000000 Penalty: 5528.264648
	Iteration 35Q: 3 clusters Score -9333296 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 65989 members 
Entering Unmasked Estep 
Score: -9333331.000000 Penalty: 5528.264648
	Iteration 36Q: 3 clusters Score -9333331 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
Score: -9333363.000000 Penalty: 5528.264648
	Iteration 37Q: 3 clusters Score -9333363 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 66220 members 
Entering Unmasked Estep 
Score: -9333380.000000 Penalty: 5528.264648
	Iteration 38Q: 3 clusters Score -9333380 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 66305 members 
Entering Unmasked Estep 
Score: -9333399.000000 Penalty: 5528.264648
	Iteration 39Q: 3 clusters Score -9333399 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 66387 members 
Entering Unmasked Estep 
Score: -9333436.000000 Penalty: 5528.264648
	Iteration 40F: 3 clusters Score -9333436 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -9333433.000000 Penalty: 5528.264648
	Iteration 41Q: 3 clusters Score -9333433 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 66525 members 
Entering Unmasked Estep 
Score: -9333453.000000 Penalty: 5528.264648
	Iteration 42Q: 3 clusters Score -9333453 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 66569 members 
Entering Unmasked Estep 
Score: -9333457.000000 Penalty: 5528.264648
	Iteration 43Q: 3 clusters Score -9333457 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 66599 members 
Entering Unmasked Estep 
Score: -9333452.000000 Penalty: 5528.264648
	Iteration 44Q: 3 clusters Score -9333452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 66632 members 
Entering Unmasked Estep 
Score: -9333467.000000 Penalty: 5528.264648
	Iteration 45Q: 3 clusters Score -9333467 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 66656 members 
Entering Unmasked Estep 
Score: -9333474.000000 Penalty: 5528.264648
	Iteration 46Q: 3 clusters Score -9333474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 66685 members 
Entering Unmasked Estep 
Score: -9333470.000000 Penalty: 5528.264648
	Iteration 47Q: 3 clusters Score -9333470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 66706 members 
Entering Unmasked Estep 
Score: -9333461.000000 Penalty: 5528.264648
	Iteration 48Q: 3 clusters Score -9333461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 66726 members 
Entering Unmasked Estep 
Score: -9333477.000000 Penalty: 5528.264648
	Iteration 49Q: 3 clusters Score -9333477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 66757 members 
Entering Unmasked Estep 
Score: -9333477.000000 Penalty: 5528.264648
	Iteration 50Q: 3 clusters Score -9333477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 66777 members 
Entering Unmasked Estep 
Score: -9333470.000000 Penalty: 5528.264648
	Iteration 51Q: 3 clusters Score -9333470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 66795 members 
Entering Unmasked Estep 
Score: -9333477.000000 Penalty: 5528.264648
	Iteration 52Q: 3 clusters Score -9333477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 66810 members 
Entering Unmasked Estep 
Score: -9333476.000000 Penalty: 5528.264648
	Iteration 53Q: 3 clusters Score -9333476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 66822 members 
Entering Unmasked Estep 
Score: -9333480.000000 Penalty: 5528.264648
	Iteration 54Q: 3 clusters Score -9333480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -9333491.000000 Penalty: 5528.264648
	Iteration 55Q: 3 clusters Score -9333491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 66860 members 
Entering Unmasked Estep 
Score: -9333492.000000 Penalty: 5528.264648
	Iteration 56Q: 3 clusters Score -9333492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 66877 members 
Entering Unmasked Estep 
Score: -9333496.000000 Penalty: 5528.264648
	Iteration 57Q: 3 clusters Score -9333496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 66891 members 
Entering Unmasked Estep 
Score: -9333516.000000 Penalty: 5528.264648
	Iteration 58Q: 3 clusters Score -9333516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 66906 members 
Entering Unmasked Estep 
Score: -9333515.000000 Penalty: 5528.264648
	Iteration 59Q: 3 clusters Score -9333515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 66921 members 
Entering Unmasked Estep 
Score: -9333503.000000 Penalty: 5528.264648
	Iteration 60F: 3 clusters Score -9333503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 66933 members 
Entering Unmasked Estep 
Score: -9333502.000000 Penalty: 5528.264648
	Iteration 61Q: 3 clusters Score -9333502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 66939 members 
Entering Unmasked Estep 
Score: -9333504.000000 Penalty: 5528.264648
	Iteration 62Q: 3 clusters Score -9333504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 66946 members 
Entering Unmasked Estep 
Score: -9333499.000000 Penalty: 5528.264648
	Iteration 63Q: 3 clusters Score -9333499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 66951 members 
Entering Unmasked Estep 
Score: -9333496.000000 Penalty: 5528.264648
	Iteration 64Q: 3 clusters Score -9333496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -9333506.000000 Penalty: 5528.264648
	Iteration 65Q: 3 clusters Score -9333506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 66956 members 
Entering Unmasked Estep 
Score: -9333500.000000 Penalty: 5528.264648
	Iteration 66Q: 3 clusters Score -9333500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 66960 members 
Entering Unmasked Estep 
Score: -9333494.000000 Penalty: 5528.264648
	Iteration 67Q: 3 clusters Score -9333494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -9333502.000000 Penalty: 5528.264648
	Iteration 68Q: 3 clusters Score -9333502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 66967 members 
Entering Unmasked Estep 
Score: -9333503.000000 Penalty: 5528.264648
	Iteration 69Q: 3 clusters Score -9333503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 66969 members 
Entering Unmasked Estep 
Score: -9333502.000000 Penalty: 5528.264648
	Iteration 70Q: 3 clusters Score -9333502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 66971 members 
Entering Unmasked Estep 
Score: -9333493.000000 Penalty: 5528.264648
	Iteration 71Q: 3 clusters Score -9333493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 66975 members 
Entering Unmasked Estep 
Score: -9333502.000000 Penalty: 5528.264648
	Iteration 72Q: 3 clusters Score -9333502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 66978 members 
Entering Unmasked Estep 
Score: -9333514.000000 Penalty: 5528.264648
	Iteration 73Q: 3 clusters Score -9333514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 66982 members 
Entering Unmasked Estep 
Score: -9333517.000000 Penalty: 5528.264648
	Iteration 74Q: 3 clusters Score -9333517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 66987 members 
Entering Unmasked Estep 
Score: -9333510.000000 Penalty: 5528.264648
	Iteration 75Q: 3 clusters Score -9333510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 66992 members 
Entering Unmasked Estep 
Score: -9333517.000000 Penalty: 5528.264648
	Iteration 76Q: 3 clusters Score -9333517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 66994 members 
Entering Unmasked Estep 
Score: -9333521.000000 Penalty: 5528.264648
	Iteration 77Q: 3 clusters Score -9333521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 66999 members 
Entering Unmasked Estep 
Score: -9333522.000000 Penalty: 5528.264648
	Iteration 78Q: 3 clusters Score -9333522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 67004 members 
Entering Unmasked Estep 
Score: -9333522.000000 Penalty: 5528.264648
	Iteration 79Q: 3 clusters Score -9333522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 67006 members 
Entering Unmasked Estep 
Score: -9333523.000000 Penalty: 5528.264648
	Iteration 80F: 3 clusters Score -9333523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 67009 members 
Entering Unmasked Estep 
Score: -9333529.000000 Penalty: 5528.264648
	Iteration 81Q: 3 clusters Score -9333529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 67011 members 
Entering Unmasked Estep 
Score: -9333530.000000 Penalty: 5528.264648
	Iteration 82Q: 3 clusters Score -9333530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 67011 members 
Entering Unmasked Estep 
Score: -9333530.000000 Penalty: 5528.264648
	Iteration 83F: 3 clusters Score -9333530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (161607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161607 members 
Entering Unmasked Estep 
Score: -21865400.000000 Penalty: 2974.244873
	Iteration 0F: 2 clusters Score -2.18654e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80593 members 
Mstep: Class 2 contains 81014 members 
Entering Unmasked Estep 
Score: -21758342.000000 Penalty: 5948.489746
	Iteration 0F: 3 clusters Score -2.175834e+07 nChanged 77601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77730 members 
Mstep: Class 2 contains 83877 members 
Entering Unmasked Estep 
Score: -21803394.000000 Penalty: 5948.489746
	Iteration 1F: 3 clusters Score -2.180339e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75998 members 
Mstep: Class 2 contains 85609 members 
Entering Unmasked Estep 
Score: -21804316.000000 Penalty: 5948.489746
	Iteration 2Q: 3 clusters Score -2.180432e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73219 members 
Mstep: Class 2 contains 88388 members 
Entering Unmasked Estep 
Score: -21805488.000000 Penalty: 5948.489746
	Iteration 3Q: 3 clusters Score -2.180549e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 92632 members 
Entering Unmasked Estep 
Score: -21807060.000000 Penalty: 5948.489746
	Iteration 4Q: 3 clusters Score -2.180706e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 99108 members 
Entering Unmasked Estep 
Score: -21809920.000000 Penalty: 5948.489746
	Iteration 5Q: 3 clusters Score -2.180992e+07 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 108578 members 
Entering Unmasked Estep 
Score: -21815364.000000 Penalty: 5948.489746
	Iteration 6F: 3 clusters Score -2.181536e+07 nChanged 12726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 121296 members 
Entering Unmasked Estep 
Score: -21825154.000000 Penalty: 5948.489746
	Iteration 7F: 3 clusters Score -2.182515e+07 nChanged 14712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 136006 members 
Entering Unmasked Estep 
Score: -21838446.000000 Penalty: 5948.489746
	Iteration 8F: 3 clusters Score -2.183845e+07 nChanged 13202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 149208 members 
Entering Unmasked Estep 
Score: -21851590.000000 Penalty: 5948.489746
	Iteration 9F: 3 clusters Score -2.185159e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 157185 members 
Entering Unmasked Estep 
Score: -21859214.000000 Penalty: 5948.489746
	Iteration 10Q: 3 clusters Score -2.185921e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 160326 members 
Entering Unmasked Estep 
Score: -21861760.000000 Penalty: 5948.489746
	Iteration 11Q: 3 clusters Score -2.186176e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 161139 members 
Entering Unmasked Estep 
Score: -21862374.000000 Penalty: 5948.489746
	Iteration 12Q: 3 clusters Score -2.186237e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 161326 members 
Entering Unmasked Estep 
Score: -21862590.000000 Penalty: 5948.489746
	Iteration 13Q: 3 clusters Score -2.186259e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 161378 members 
Entering Unmasked Estep 
Score: -21862694.000000 Penalty: 5948.489746
	Iteration 14Q: 3 clusters Score -2.186269e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 161392 members 
Entering Unmasked Estep 
Score: -21862720.000000 Penalty: 5948.489746
	Iteration 15Q: 3 clusters Score -2.186272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 161402 members 
Entering Unmasked Estep 
Score: -21862740.000000 Penalty: 5948.489746
	Iteration 16Q: 3 clusters Score -2.186274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 161405 members 
Entering Unmasked Estep 
Score: -21862778.000000 Penalty: 5948.489746
	Iteration 17Q: 3 clusters Score -2.186278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 161403 members 
Entering Unmasked Estep 
Score: -21862786.000000 Penalty: 5948.489746
	Iteration 18Q: 3 clusters Score -2.186279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 161401 members 
Entering Unmasked Estep 
Score: -21862786.000000 Penalty: 5948.489746
	Iteration 19Q: 3 clusters Score -2.186279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 161401 members 
Entering Unmasked Estep 
Score: -21862804.000000 Penalty: 5948.489746
	Iteration 20F: 3 clusters Score -2.18628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 161400 members 
Entering Unmasked Estep 
Score: -21862792.000000 Penalty: 5948.489746
	Iteration 21Q: 3 clusters Score -2.186279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 161400 members 
Entering Unmasked Estep 
Score: -21862792.000000 Penalty: 5948.489746
	Iteration 22F: 3 clusters Score -2.186279e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (51305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Entering Unmasked Estep 
Score: -6891385.500000 Penalty: 2689.694824
	Iteration 0F: 2 clusters Score -6891386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -6856861.000000 Penalty: 5379.389648
	Iteration 0F: 3 clusters Score -6856861 nChanged 23747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -6870229.500000 Penalty: 5379.389648
	Iteration 1F: 3 clusters Score -6870230 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -6871061.000000 Penalty: 5379.389648
	Iteration 2Q: 3 clusters Score -6871061 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -6872038.500000 Penalty: 5379.389648
	Iteration 3Q: 3 clusters Score -6872038 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -6873301.000000 Penalty: 5379.389648
	Iteration 4Q: 3 clusters Score -6873301 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -6874870.500000 Penalty: 5379.389648
	Iteration 5F: 3 clusters Score -6874870 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -6877017.500000 Penalty: 5379.389648
	Iteration 6F: 3 clusters Score -6877018 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -6879849.500000 Penalty: 5379.389648
	Iteration 7F: 3 clusters Score -6879850 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -6883092.000000 Penalty: 5379.389648
	Iteration 8F: 3 clusters Score -6883092 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -6885925.500000 Penalty: 5379.389648
	Iteration 9F: 3 clusters Score -6885926 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -6887586.000000 Penalty: 5379.389648
	Iteration 10Q: 3 clusters Score -6887586 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -6888349.000000 Penalty: 5379.389648
	Iteration 11Q: 3 clusters Score -6888349 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -6888665.500000 Penalty: 5379.389648
	Iteration 12Q: 3 clusters Score -6888666 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -6888822.000000 Penalty: 5379.389648
	Iteration 13Q: 3 clusters Score -6888822 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -6888889.500000 Penalty: 5379.389648
	Iteration 14Q: 3 clusters Score -6888890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -6888927.500000 Penalty: 5379.389648
	Iteration 15Q: 3 clusters Score -6888928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -6888959.000000 Penalty: 5379.389648
	Iteration 16Q: 3 clusters Score -6888959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 51042 members 
Entering Unmasked Estep 
Score: -6888978.500000 Penalty: 5379.389648
	Iteration 17Q: 3 clusters Score -6888978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 51047 members 
Entering Unmasked Estep 
Score: -6888992.500000 Penalty: 5379.389648
	Iteration 18Q: 3 clusters Score -6888992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -6888996.000000 Penalty: 5379.389648
	Iteration 19Q: 3 clusters Score -6888996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -6888999.000000 Penalty: 5379.389648
	Iteration 20F: 3 clusters Score -6888999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -6889005.500000 Penalty: 5379.389648
	Iteration 21Q: 3 clusters Score -6889006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
Score: -6889008.000000 Penalty: 5379.389648
	Iteration 22Q: 3 clusters Score -6889008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -6889020.500000 Penalty: 5379.389648
	Iteration 23Q: 3 clusters Score -6889020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -6889017.000000 Penalty: 5379.389648
	Iteration 24Q: 3 clusters Score -6889017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -6889027.500000 Penalty: 5379.389648
	Iteration 25Q: 3 clusters Score -6889028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -6889028.500000 Penalty: 5379.389648
	Iteration 26Q: 3 clusters Score -6889028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 51067 members 
Entering Unmasked Estep 
Score: -6889036.500000 Penalty: 5379.389648
	Iteration 27Q: 3 clusters Score -6889036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -6889040.000000 Penalty: 5379.389648
	Iteration 28Q: 3 clusters Score -6889040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -6889036.000000 Penalty: 5379.389648
	Iteration 29Q: 3 clusters Score -6889036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -6889036.000000 Penalty: 5379.389648
	Iteration 30F: 3 clusters Score -6889036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -45128.824219 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -45128.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43709.343750 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -43709.34 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43886.558594 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -43886.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43960.492188 Penalty: 2957.935303
	Iteration 2Q: 3 clusters Score -43960.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43996.269531 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -43996.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44012.929688 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -44012.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44026.472656 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -44026.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44048.617188 Penalty: 2957.935303
	Iteration 6Q: 3 clusters Score -44048.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44074.585938 Penalty: 2957.935303
	Iteration 7Q: 3 clusters Score -44074.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44099.050781 Penalty: 2957.935303
	Iteration 8Q: 3 clusters Score -44099.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44123.160156 Penalty: 2957.935303
	Iteration 9Q: 3 clusters Score -44123.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44157.972656 Penalty: 2957.935303
	Iteration 10Q: 3 clusters Score -44157.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44190.605469 Penalty: 2957.935303
	Iteration 11Q: 3 clusters Score -44190.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44252.726562 Penalty: 2957.935303
	Iteration 12Q: 3 clusters Score -44252.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44291.023438 Penalty: 2957.935303
	Iteration 13Q: 3 clusters Score -44291.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -44317.214844 Penalty: 2957.935303
	Iteration 14Q: 3 clusters Score -44317.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -44317.214844 Penalty: 2957.935303
	Iteration 15F: 3 clusters Score -44317.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (93675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93675 members 
Entering Unmasked Estep 
Score: -12144454.000000 Penalty: 2839.001465
	Iteration 0F: 2 clusters Score -1.214445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -12081899.000000 Penalty: 5678.002930
	Iteration 0F: 3 clusters Score -1.20819e+07 nChanged 44127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -12106777.000000 Penalty: 5678.002930
	Iteration 1F: 3 clusters Score -1.210678e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50946 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -12107590.000000 Penalty: 5678.002930
	Iteration 2Q: 3 clusters Score -1.210759e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -12108731.000000 Penalty: 5678.002930
	Iteration 3Q: 3 clusters Score -1.210873e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55986 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -12110257.000000 Penalty: 5678.002930
	Iteration 4Q: 3 clusters Score -1.211026e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60263 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -12112767.000000 Penalty: 5678.002930
	Iteration 5F: 3 clusters Score -1.211277e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66387 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -12117292.000000 Penalty: 5678.002930
	Iteration 6F: 3 clusters Score -1.211729e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74027 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -12123890.000000 Penalty: 5678.002930
	Iteration 7F: 3 clusters Score -1.212389e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81527 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -12131020.000000 Penalty: 5678.002930
	Iteration 8F: 3 clusters Score -1.213102e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86890 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -12136643.000000 Penalty: 5678.002930
	Iteration 9F: 3 clusters Score -1.213664e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89668 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -12139591.000000 Penalty: 5678.002930
	Iteration 10Q: 3 clusters Score -1.213959e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90937 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -12140853.000000 Penalty: 5678.002930
	Iteration 11Q: 3 clusters Score -1.214085e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91556 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -12141400.000000 Penalty: 5678.002930
	Iteration 12Q: 3 clusters Score -1.21414e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91911 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -12141642.000000 Penalty: 5678.002930
	Iteration 13Q: 3 clusters Score -1.214164e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92123 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -12141788.000000 Penalty: 5678.002930
	Iteration 14Q: 3 clusters Score -1.214179e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92265 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -12141861.000000 Penalty: 5678.002930
	Iteration 15Q: 3 clusters Score -1.214186e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92367 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -12141919.000000 Penalty: 5678.002930
	Iteration 16Q: 3 clusters Score -1.214192e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92455 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -12142019.000000 Penalty: 5678.002930
	Iteration 17Q: 3 clusters Score -1.214202e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92523 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -12142037.000000 Penalty: 5678.002930
	Iteration 18Q: 3 clusters Score -1.214204e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92569 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -12142098.000000 Penalty: 5678.002930
	Iteration 19Q: 3 clusters Score -1.21421e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92619 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -12142111.000000 Penalty: 5678.002930
	Iteration 20F: 3 clusters Score -1.214211e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92660 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -12142126.000000 Penalty: 5678.002930
	Iteration 21Q: 3 clusters Score -1.214213e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92690 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -12142143.000000 Penalty: 5678.002930
	Iteration 22Q: 3 clusters Score -1.214214e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92713 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -12142175.000000 Penalty: 5678.002930
	Iteration 23Q: 3 clusters Score -1.214218e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92728 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -12142180.000000 Penalty: 5678.002930
	Iteration 24Q: 3 clusters Score -1.214218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92732 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -12142191.000000 Penalty: 5678.002930
	Iteration 25Q: 3 clusters Score -1.214219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92742 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -12142213.000000 Penalty: 5678.002930
	Iteration 26Q: 3 clusters Score -1.214221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92747 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -12142215.000000 Penalty: 5678.002930
	Iteration 27Q: 3 clusters Score -1.214222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92749 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -12142201.000000 Penalty: 5678.002930
	Iteration 28Q: 3 clusters Score -1.21422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92750 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -12142207.000000 Penalty: 5678.002930
	Iteration 29Q: 3 clusters Score -1.214221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92756 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -12142207.000000 Penalty: 5678.002930
	Iteration 30Q: 3 clusters Score -1.214221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92764 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -12142203.000000 Penalty: 5678.002930
	Iteration 31Q: 3 clusters Score -1.21422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92764 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -12142203.000000 Penalty: 5678.002930
	Iteration 32F: 3 clusters Score -1.21422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (153765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153765 members 
Entering Unmasked Estep 
Score: -20426144.000000 Penalty: 2961.908936
	Iteration 0F: 2 clusters Score -2.042614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76918 members 
Mstep: Class 2 contains 76847 members 
Entering Unmasked Estep 
Score: -20324186.000000 Penalty: 5923.817871
	Iteration 0F: 3 clusters Score -2.032419e+07 nChanged 73474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77178 members 
Mstep: Class 2 contains 76587 members 
Entering Unmasked Estep 
Score: -20366784.000000 Penalty: 5923.817871
	Iteration 1F: 3 clusters Score -2.036678e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77385 members 
Mstep: Class 2 contains 76380 members 
Entering Unmasked Estep 
Score: -20367528.000000 Penalty: 5923.817871
	Iteration 2Q: 3 clusters Score -2.036753e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77743 members 
Mstep: Class 2 contains 76022 members 
Entering Unmasked Estep 
Score: -20368206.000000 Penalty: 5923.817871
	Iteration 3Q: 3 clusters Score -2.036821e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78274 members 
Mstep: Class 2 contains 75491 members 
Entering Unmasked Estep 
Score: -20369276.000000 Penalty: 5923.817871
	Iteration 4Q: 3 clusters Score -2.036928e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79085 members 
Mstep: Class 2 contains 74680 members 
Entering Unmasked Estep 
Score: -20370634.000000 Penalty: 5923.817871
	Iteration 5Q: 3 clusters Score -2.037063e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80227 members 
Mstep: Class 2 contains 73538 members 
Entering Unmasked Estep 
Score: -20372630.000000 Penalty: 5923.817871
	Iteration 6Q: 3 clusters Score -2.037263e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 72184 members 
Entering Unmasked Estep 
Score: -20375772.000000 Penalty: 5923.817871
	Iteration 7Q: 3 clusters Score -2.037577e+07 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83089 members 
Mstep: Class 2 contains 70676 members 
Entering Unmasked Estep 
Score: -20380402.000000 Penalty: 5923.817871
	Iteration 8Q: 3 clusters Score -2.03804e+07 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84223 members 
Mstep: Class 2 contains 69542 members 
Entering Unmasked Estep 
Score: -20387024.000000 Penalty: 5923.817871
	Iteration 9F: 3 clusters Score -2.038702e+07 nChanged 10224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84519 members 
Mstep: Class 2 contains 69246 members 
Entering Unmasked Estep 
Score: -20394864.000000 Penalty: 5923.817871
	Iteration 10F: 3 clusters Score -2.039486e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83991 members 
Mstep: Class 2 contains 69774 members 
Entering Unmasked Estep 
Score: -20401760.000000 Penalty: 5923.817871
	Iteration 11F: 3 clusters Score -2.040176e+07 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83063 members 
Mstep: Class 2 contains 70702 members 
Entering Unmasked Estep 
Score: -20405354.000000 Penalty: 5923.817871
	Iteration 12F: 3 clusters Score -2.040535e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82049 members 
Mstep: Class 2 contains 71716 members 
Entering Unmasked Estep 
Score: -20407048.000000 Penalty: 5923.817871
	Iteration 13Q: 3 clusters Score -2.040705e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80895 members 
Mstep: Class 2 contains 72870 members 
Entering Unmasked Estep 
Score: -20408064.000000 Penalty: 5923.817871
	Iteration 14Q: 3 clusters Score -2.040806e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79532 members 
Mstep: Class 2 contains 74233 members 
Entering Unmasked Estep 
Score: -20408908.000000 Penalty: 5923.817871
	Iteration 15Q: 3 clusters Score -2.040891e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77916 members 
Mstep: Class 2 contains 75849 members 
Entering Unmasked Estep 
Score: -20409884.000000 Penalty: 5923.817871
	Iteration 16Q: 3 clusters Score -2.040988e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76105 members 
Mstep: Class 2 contains 77660 members 
Entering Unmasked Estep 
Score: -20410902.000000 Penalty: 5923.817871
	Iteration 17Q: 3 clusters Score -2.04109e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74146 members 
Mstep: Class 2 contains 79619 members 
Entering Unmasked Estep 
Score: -20412166.000000 Penalty: 5923.817871
	Iteration 18Q: 3 clusters Score -2.041217e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72063 members 
Mstep: Class 2 contains 81702 members 
Entering Unmasked Estep 
Score: -20413318.000000 Penalty: 5923.817871
	Iteration 19Q: 3 clusters Score -2.041332e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69956 members 
Mstep: Class 2 contains 83809 members 
Entering Unmasked Estep 
Score: -20414242.000000 Penalty: 5923.817871
	Iteration 20F: 3 clusters Score -2.041424e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67972 members 
Mstep: Class 2 contains 85793 members 
Entering Unmasked Estep 
Score: -20415092.000000 Penalty: 5923.817871
	Iteration 21Q: 3 clusters Score -2.041509e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66067 members 
Mstep: Class 2 contains 87698 members 
Entering Unmasked Estep 
Score: -20415708.000000 Penalty: 5923.817871
	Iteration 22Q: 3 clusters Score -2.041571e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64240 members 
Mstep: Class 2 contains 89525 members 
Entering Unmasked Estep 
Score: -20416110.000000 Penalty: 5923.817871
	Iteration 23Q: 3 clusters Score -2.041611e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62485 members 
Mstep: Class 2 contains 91280 members 
Entering Unmasked Estep 
Score: -20416542.000000 Penalty: 5923.817871
	Iteration 24Q: 3 clusters Score -2.041654e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60730 members 
Mstep: Class 2 contains 93035 members 
Entering Unmasked Estep 
Score: -20416924.000000 Penalty: 5923.817871
	Iteration 25Q: 3 clusters Score -2.041692e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59050 members 
Mstep: Class 2 contains 94715 members 
Entering Unmasked Estep 
Score: -20417222.000000 Penalty: 5923.817871
	Iteration 26Q: 3 clusters Score -2.041722e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57490 members 
Mstep: Class 2 contains 96275 members 
Entering Unmasked Estep 
Score: -20417466.000000 Penalty: 5923.817871
	Iteration 27Q: 3 clusters Score -2.041747e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55931 members 
Mstep: Class 2 contains 97834 members 
Entering Unmasked Estep 
Score: -20417768.000000 Penalty: 5923.817871
	Iteration 28Q: 3 clusters Score -2.041777e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54386 members 
Mstep: Class 2 contains 99379 members 
Entering Unmasked Estep 
Score: -20418038.000000 Penalty: 5923.817871
	Iteration 29Q: 3 clusters Score -2.041804e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52893 members 
Mstep: Class 2 contains 100872 members 
Entering Unmasked Estep 
Score: -20418270.000000 Penalty: 5923.817871
	Iteration 30Q: 3 clusters Score -2.041827e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51454 members 
Mstep: Class 2 contains 102311 members 
Entering Unmasked Estep 
Score: -20418416.000000 Penalty: 5923.817871
	Iteration 31Q: 3 clusters Score -2.041842e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 103734 members 
Entering Unmasked Estep 
Score: -20418578.000000 Penalty: 5923.817871
	Iteration 32Q: 3 clusters Score -2.041858e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 105116 members 
Entering Unmasked Estep 
Score: -20418812.000000 Penalty: 5923.817871
	Iteration 33Q: 3 clusters Score -2.041881e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 106433 members 
Entering Unmasked Estep 
Score: -20419010.000000 Penalty: 5923.817871
	Iteration 34Q: 3 clusters Score -2.041901e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 107707 members 
Entering Unmasked Estep 
Score: -20419200.000000 Penalty: 5923.817871
	Iteration 35Q: 3 clusters Score -2.04192e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 108944 members 
Entering Unmasked Estep 
Score: -20419354.000000 Penalty: 5923.817871
	Iteration 36Q: 3 clusters Score -2.041935e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 110204 members 
Entering Unmasked Estep 
Score: -20419582.000000 Penalty: 5923.817871
	Iteration 37Q: 3 clusters Score -2.041958e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 111476 members 
Entering Unmasked Estep 
Score: -20419840.000000 Penalty: 5923.817871
	Iteration 38Q: 3 clusters Score -2.041984e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 112731 members 
Entering Unmasked Estep 
Score: -20420054.000000 Penalty: 5923.817871
	Iteration 39Q: 3 clusters Score -2.042005e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 113929 members 
Entering Unmasked Estep 
Score: -20420258.000000 Penalty: 5923.817871
	Iteration 40F: 3 clusters Score -2.042026e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 115081 members 
Entering Unmasked Estep 
Score: -20420372.000000 Penalty: 5923.817871
	Iteration 41Q: 3 clusters Score -2.042037e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 116243 members 
Entering Unmasked Estep 
Score: -20420468.000000 Penalty: 5923.817871
	Iteration 42Q: 3 clusters Score -2.042047e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 117409 members 
Entering Unmasked Estep 
Score: -20420676.000000 Penalty: 5923.817871
	Iteration 43Q: 3 clusters Score -2.042068e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 118518 members 
Entering Unmasked Estep 
Score: -20420832.000000 Penalty: 5923.817871
	Iteration 44Q: 3 clusters Score -2.042083e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 119658 members 
Entering Unmasked Estep 
Score: -20420958.000000 Penalty: 5923.817871
	Iteration 45Q: 3 clusters Score -2.042096e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 120708 members 
Entering Unmasked Estep 
Score: -20421056.000000 Penalty: 5923.817871
	Iteration 46Q: 3 clusters Score -2.042106e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 121647 members 
Entering Unmasked Estep 
Score: -20421262.000000 Penalty: 5923.817871
	Iteration 47Q: 3 clusters Score -2.042126e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 122546 members 
Entering Unmasked Estep 
Score: -20421388.000000 Penalty: 5923.817871
	Iteration 48Q: 3 clusters Score -2.042139e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 123480 members 
Entering Unmasked Estep 
Score: -20421540.000000 Penalty: 5923.817871
	Iteration 49Q: 3 clusters Score -2.042154e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 124285 members 
Entering Unmasked Estep 
Score: -20421574.000000 Penalty: 5923.817871
	Iteration 50Q: 3 clusters Score -2.042157e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 125121 members 
Entering Unmasked Estep 
Score: -20421676.000000 Penalty: 5923.817871
	Iteration 51Q: 3 clusters Score -2.042168e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 125972 members 
Entering Unmasked Estep 
Score: -20421832.000000 Penalty: 5923.817871
	Iteration 52Q: 3 clusters Score -2.042183e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 126796 members 
Entering Unmasked Estep 
Score: -20422048.000000 Penalty: 5923.817871
	Iteration 53Q: 3 clusters Score -2.042205e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 127573 members 
Entering Unmasked Estep 
Score: -20422160.000000 Penalty: 5923.817871
	Iteration 54Q: 3 clusters Score -2.042216e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 128351 members 
Entering Unmasked Estep 
Score: -20422210.000000 Penalty: 5923.817871
	Iteration 55Q: 3 clusters Score -2.042221e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 129135 members 
Entering Unmasked Estep 
Score: -20422332.000000 Penalty: 5923.817871
	Iteration 56Q: 3 clusters Score -2.042233e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 129888 members 
Entering Unmasked Estep 
Score: -20422342.000000 Penalty: 5923.817871
	Iteration 57Q: 3 clusters Score -2.042234e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 130600 members 
Entering Unmasked Estep 
Score: -20422478.000000 Penalty: 5923.817871
	Iteration 58Q: 3 clusters Score -2.042248e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 131298 members 
Entering Unmasked Estep 
Score: -20422584.000000 Penalty: 5923.817871
	Iteration 59Q: 3 clusters Score -2.042258e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 131914 members 
Entering Unmasked Estep 
Score: -20422726.000000 Penalty: 5923.817871
	Iteration 60F: 3 clusters Score -2.042273e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 132514 members 
Entering Unmasked Estep 
Score: -20422798.000000 Penalty: 5923.817871
	Iteration 61Q: 3 clusters Score -2.04228e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 133074 members 
Entering Unmasked Estep 
Score: -20422826.000000 Penalty: 5923.817871
	Iteration 62Q: 3 clusters Score -2.042283e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 133560 members 
Entering Unmasked Estep 
Score: -20422892.000000 Penalty: 5923.817871
	Iteration 63Q: 3 clusters Score -2.042289e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 134014 members 
Entering Unmasked Estep 
Score: -20422940.000000 Penalty: 5923.817871
	Iteration 64Q: 3 clusters Score -2.042294e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 134426 members 
Entering Unmasked Estep 
Score: -20422960.000000 Penalty: 5923.817871
	Iteration 65Q: 3 clusters Score -2.042296e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 134855 members 
Entering Unmasked Estep 
Score: -20423054.000000 Penalty: 5923.817871
	Iteration 66Q: 3 clusters Score -2.042305e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 135252 members 
Entering Unmasked Estep 
Score: -20423062.000000 Penalty: 5923.817871
	Iteration 67Q: 3 clusters Score -2.042306e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 135659 members 
Entering Unmasked Estep 
Score: -20423122.000000 Penalty: 5923.817871
	Iteration 68Q: 3 clusters Score -2.042312e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 136033 members 
Entering Unmasked Estep 
Score: -20423104.000000 Penalty: 5923.817871
	Iteration 69Q: 3 clusters Score -2.04231e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 136393 members 
Entering Unmasked Estep 
Score: -20423118.000000 Penalty: 5923.817871
	Iteration 70Q: 3 clusters Score -2.042312e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 136698 members 
Entering Unmasked Estep 
Score: -20423130.000000 Penalty: 5923.817871
	Iteration 71Q: 3 clusters Score -2.042313e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 136980 members 
Entering Unmasked Estep 
Score: -20423128.000000 Penalty: 5923.817871
	Iteration 72Q: 3 clusters Score -2.042313e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 137243 members 
Entering Unmasked Estep 
Score: -20423148.000000 Penalty: 5923.817871
	Iteration 73Q: 3 clusters Score -2.042315e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 137525 members 
Entering Unmasked Estep 
Score: -20423200.000000 Penalty: 5923.817871
	Iteration 74Q: 3 clusters Score -2.04232e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 137787 members 
Entering Unmasked Estep 
Score: -20423220.000000 Penalty: 5923.817871
	Iteration 75Q: 3 clusters Score -2.042322e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 138030 members 
Entering Unmasked Estep 
Score: -20423278.000000 Penalty: 5923.817871
	Iteration 76Q: 3 clusters Score -2.042328e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 138272 members 
Entering Unmasked Estep 
Score: -20423284.000000 Penalty: 5923.817871
	Iteration 77Q: 3 clusters Score -2.042328e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 138500 members 
Entering Unmasked Estep 
Score: -20423254.000000 Penalty: 5923.817871
	Iteration 78Q: 3 clusters Score -2.042325e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 138737 members 
Entering Unmasked Estep 
Score: -20423270.000000 Penalty: 5923.817871
	Iteration 79Q: 3 clusters Score -2.042327e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 138959 members 
Entering Unmasked Estep 
Score: -20423300.000000 Penalty: 5923.817871
	Iteration 80F: 3 clusters Score -2.04233e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 139195 members 
Entering Unmasked Estep 
Score: -20423334.000000 Penalty: 5923.817871
	Iteration 81Q: 3 clusters Score -2.042333e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 139427 members 
Entering Unmasked Estep 
Score: -20423322.000000 Penalty: 5923.817871
	Iteration 82Q: 3 clusters Score -2.042332e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 139661 members 
Entering Unmasked Estep 
Score: -20423332.000000 Penalty: 5923.817871
	Iteration 83Q: 3 clusters Score -2.042333e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 139889 members 
Entering Unmasked Estep 
Score: -20423328.000000 Penalty: 5923.817871
	Iteration 84Q: 3 clusters Score -2.042333e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 140107 members 
Entering Unmasked Estep 
Score: -20423324.000000 Penalty: 5923.817871
	Iteration 85Q: 3 clusters Score -2.042332e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 140318 members 
Entering Unmasked Estep 
Score: -20423386.000000 Penalty: 5923.817871
	Iteration 86Q: 3 clusters Score -2.042339e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 140520 members 
Entering Unmasked Estep 
Score: -20423388.000000 Penalty: 5923.817871
	Iteration 87Q: 3 clusters Score -2.042339e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 140704 members 
Entering Unmasked Estep 
Score: -20423384.000000 Penalty: 5923.817871
	Iteration 88Q: 3 clusters Score -2.042338e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 140855 members 
Entering Unmasked Estep 
Score: -20423412.000000 Penalty: 5923.817871
	Iteration 89Q: 3 clusters Score -2.042341e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 140984 members 
Entering Unmasked Estep 
Score: -20423448.000000 Penalty: 5923.817871
	Iteration 90Q: 3 clusters Score -2.042345e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 141107 members 
Entering Unmasked Estep 
Score: -20423438.000000 Penalty: 5923.817871
	Iteration 91Q: 3 clusters Score -2.042344e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 141216 members 
Entering Unmasked Estep 
Score: -20423456.000000 Penalty: 5923.817871
	Iteration 92Q: 3 clusters Score -2.042346e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 141315 members 
Entering Unmasked Estep 
Score: -20423486.000000 Penalty: 5923.817871
	Iteration 93Q: 3 clusters Score -2.042349e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 141413 members 
Entering Unmasked Estep 
Score: -20423460.000000 Penalty: 5923.817871
	Iteration 94Q: 3 clusters Score -2.042346e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 141514 members 
Entering Unmasked Estep 
Score: -20423482.000000 Penalty: 5923.817871
	Iteration 95Q: 3 clusters Score -2.042348e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 141626 members 
Entering Unmasked Estep 
Score: -20423504.000000 Penalty: 5923.817871
	Iteration 96Q: 3 clusters Score -2.04235e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 141751 members 
Entering Unmasked Estep 
Score: -20423538.000000 Penalty: 5923.817871
	Iteration 97Q: 3 clusters Score -2.042354e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 141876 members 
Entering Unmasked Estep 
Score: -20423582.000000 Penalty: 5923.817871
	Iteration 98Q: 3 clusters Score -2.042358e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 141993 members 
Entering Unmasked Estep 
Score: -20423614.000000 Penalty: 5923.817871
	Iteration 99Q: 3 clusters Score -2.042361e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 142098 members 
Entering Unmasked Estep 
Score: -20423620.000000 Penalty: 5923.817871
	Iteration 100F: 3 clusters Score -2.042362e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 142205 members 
Entering Unmasked Estep 
Score: -20423626.000000 Penalty: 5923.817871
	Iteration 101Q: 3 clusters Score -2.042363e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 142286 members 
Entering Unmasked Estep 
Score: -20423616.000000 Penalty: 5923.817871
	Iteration 102Q: 3 clusters Score -2.042362e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 142360 members 
Entering Unmasked Estep 
Score: -20423614.000000 Penalty: 5923.817871
	Iteration 103Q: 3 clusters Score -2.042361e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 142430 members 
Entering Unmasked Estep 
Score: -20423630.000000 Penalty: 5923.817871
	Iteration 104Q: 3 clusters Score -2.042363e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 142510 members 
Entering Unmasked Estep 
Score: -20423638.000000 Penalty: 5923.817871
	Iteration 105Q: 3 clusters Score -2.042364e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 142585 members 
Entering Unmasked Estep 
Score: -20423648.000000 Penalty: 5923.817871
	Iteration 106Q: 3 clusters Score -2.042365e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 142655 members 
Entering Unmasked Estep 
Score: -20423656.000000 Penalty: 5923.817871
	Iteration 107Q: 3 clusters Score -2.042366e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 142732 members 
Entering Unmasked Estep 
Score: -20423654.000000 Penalty: 5923.817871
	Iteration 108Q: 3 clusters Score -2.042365e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 142792 members 
Entering Unmasked Estep 
Score: -20423656.000000 Penalty: 5923.817871
	Iteration 109Q: 3 clusters Score -2.042366e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 142865 members 
Entering Unmasked Estep 
Score: -20423678.000000 Penalty: 5923.817871
	Iteration 110Q: 3 clusters Score -2.042368e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 142939 members 
Entering Unmasked Estep 
Score: -20423684.000000 Penalty: 5923.817871
	Iteration 111Q: 3 clusters Score -2.042368e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 143000 members 
Entering Unmasked Estep 
Score: -20423700.000000 Penalty: 5923.817871
	Iteration 112Q: 3 clusters Score -2.04237e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 143069 members 
Entering Unmasked Estep 
Score: -20423720.000000 Penalty: 5923.817871
	Iteration 113Q: 3 clusters Score -2.042372e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 143149 members 
Entering Unmasked Estep 
Score: -20423720.000000 Penalty: 5923.817871
	Iteration 114Q: 3 clusters Score -2.042372e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 143228 members 
Entering Unmasked Estep 
Score: -20423718.000000 Penalty: 5923.817871
	Iteration 115Q: 3 clusters Score -2.042372e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 143290 members 
Entering Unmasked Estep 
Score: -20423714.000000 Penalty: 5923.817871
	Iteration 116Q: 3 clusters Score -2.042371e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 143362 members 
Entering Unmasked Estep 
Score: -20423736.000000 Penalty: 5923.817871
	Iteration 117Q: 3 clusters Score -2.042374e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 143436 members 
Entering Unmasked Estep 
Score: -20423750.000000 Penalty: 5923.817871
	Iteration 118Q: 3 clusters Score -2.042375e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 143506 members 
Entering Unmasked Estep 
Score: -20423734.000000 Penalty: 5923.817871
	Iteration 119Q: 3 clusters Score -2.042373e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 143577 members 
Entering Unmasked Estep 
Score: -20423704.000000 Penalty: 5923.817871
	Iteration 120F: 3 clusters Score -2.04237e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 143662 members 
Entering Unmasked Estep 
Score: -20423678.000000 Penalty: 5923.817871
	Iteration 121Q: 3 clusters Score -2.042368e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 143729 members 
Entering Unmasked Estep 
Score: -20423688.000000 Penalty: 5923.817871
	Iteration 122Q: 3 clusters Score -2.042369e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 143782 members 
Entering Unmasked Estep 
Score: -20423694.000000 Penalty: 5923.817871
	Iteration 123Q: 3 clusters Score -2.042369e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 143821 members 
Entering Unmasked Estep 
Score: -20423664.000000 Penalty: 5923.817871
	Iteration 124Q: 3 clusters Score -2.042366e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 143862 members 
Entering Unmasked Estep 
Score: -20423694.000000 Penalty: 5923.817871
	Iteration 125Q: 3 clusters Score -2.042369e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 143893 members 
Entering Unmasked Estep 
Score: -20423714.000000 Penalty: 5923.817871
	Iteration 126Q: 3 clusters Score -2.042371e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 143919 members 
Entering Unmasked Estep 
Score: -20423722.000000 Penalty: 5923.817871
	Iteration 127Q: 3 clusters Score -2.042372e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 143942 members 
Entering Unmasked Estep 
Score: -20423728.000000 Penalty: 5923.817871
	Iteration 128Q: 3 clusters Score -2.042373e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 143957 members 
Entering Unmasked Estep 
Score: -20423724.000000 Penalty: 5923.817871
	Iteration 129Q: 3 clusters Score -2.042372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 143965 members 
Entering Unmasked Estep 
Score: -20423724.000000 Penalty: 5923.817871
	Iteration 130Q: 3 clusters Score -2.042372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 143974 members 
Entering Unmasked Estep 
Score: -20423732.000000 Penalty: 5923.817871
	Iteration 131Q: 3 clusters Score -2.042373e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 143983 members 
Entering Unmasked Estep 
Score: -20423736.000000 Penalty: 5923.817871
	Iteration 132Q: 3 clusters Score -2.042374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 143991 members 
Entering Unmasked Estep 
Score: -20423736.000000 Penalty: 5923.817871
	Iteration 133Q: 3 clusters Score -2.042374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 144004 members 
Entering Unmasked Estep 
Score: -20423756.000000 Penalty: 5923.817871
	Iteration 134Q: 3 clusters Score -2.042376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 144018 members 
Entering Unmasked Estep 
Score: -20423770.000000 Penalty: 5923.817871
	Iteration 135Q: 3 clusters Score -2.042377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 144029 members 
Entering Unmasked Estep 
Score: -20423780.000000 Penalty: 5923.817871
	Iteration 136Q: 3 clusters Score -2.042378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 144039 members 
Entering Unmasked Estep 
Score: -20423778.000000 Penalty: 5923.817871
	Iteration 137Q: 3 clusters Score -2.042378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 144051 members 
Entering Unmasked Estep 
Score: -20423790.000000 Penalty: 5923.817871
	Iteration 138Q: 3 clusters Score -2.042379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 144061 members 
Entering Unmasked Estep 
Score: -20423792.000000 Penalty: 5923.817871
	Iteration 139Q: 3 clusters Score -2.042379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 144068 members 
Entering Unmasked Estep 
Score: -20423776.000000 Penalty: 5923.817871
	Iteration 140F: 3 clusters Score -2.042378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 144075 members 
Entering Unmasked Estep 
Score: -20423764.000000 Penalty: 5923.817871
	Iteration 141Q: 3 clusters Score -2.042376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 144078 members 
Entering Unmasked Estep 
Score: -20423774.000000 Penalty: 5923.817871
	Iteration 142Q: 3 clusters Score -2.042377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 144081 members 
Entering Unmasked Estep 
Score: -20423770.000000 Penalty: 5923.817871
	Iteration 143Q: 3 clusters Score -2.042377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 144084 members 
Entering Unmasked Estep 
Score: -20423772.000000 Penalty: 5923.817871
	Iteration 144Q: 3 clusters Score -2.042377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 144088 members 
Entering Unmasked Estep 
Score: -20423768.000000 Penalty: 5923.817871
	Iteration 145Q: 3 clusters Score -2.042377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 144093 members 
Entering Unmasked Estep 
Score: -20423770.000000 Penalty: 5923.817871
	Iteration 146Q: 3 clusters Score -2.042377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 144095 members 
Entering Unmasked Estep 
Score: -20423760.000000 Penalty: 5923.817871
	Iteration 147Q: 3 clusters Score -2.042376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 144096 members 
Entering Unmasked Estep 
Score: -20423758.000000 Penalty: 5923.817871
	Iteration 148Q: 3 clusters Score -2.042376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 144097 members 
Entering Unmasked Estep 
Score: -20423752.000000 Penalty: 5923.817871
	Iteration 149Q: 3 clusters Score -2.042375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 144098 members 
Entering Unmasked Estep 
Score: -20423748.000000 Penalty: 5923.817871
	Iteration 150Q: 3 clusters Score -2.042375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 144098 members 
Entering Unmasked Estep 
Score: -20423748.000000 Penalty: 5923.817871
	Iteration 151F: 3 clusters Score -2.042375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (153646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153646 members 
Entering Unmasked Estep 
Score: -20815232.000000 Penalty: 2961.716797
	Iteration 0F: 2 clusters Score -2.081523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76795 members 
Mstep: Class 2 contains 76851 members 
Entering Unmasked Estep 
Score: -20713494.000000 Penalty: 5923.433594
	Iteration 0F: 3 clusters Score -2.071349e+07 nChanged 73423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76590 members 
Mstep: Class 2 contains 77056 members 
Entering Unmasked Estep 
Score: -20756208.000000 Penalty: 5923.433594
	Iteration 1F: 3 clusters Score -2.075621e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76595 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -20756894.000000 Penalty: 5923.433594
	Iteration 2Q: 3 clusters Score -2.075689e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76584 members 
Mstep: Class 2 contains 77062 members 
Entering Unmasked Estep 
Score: -20757672.000000 Penalty: 5923.433594
	Iteration 3Q: 3 clusters Score -2.075767e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76692 members 
Mstep: Class 2 contains 76954 members 
Entering Unmasked Estep 
Score: -20758468.000000 Penalty: 5923.433594
	Iteration 4Q: 3 clusters Score -2.075847e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76942 members 
Mstep: Class 2 contains 76704 members 
Entering Unmasked Estep 
Score: -20759480.000000 Penalty: 5923.433594
	Iteration 5Q: 3 clusters Score -2.075948e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77251 members 
Mstep: Class 2 contains 76395 members 
Entering Unmasked Estep 
Score: -20760758.000000 Penalty: 5923.433594
	Iteration 6Q: 3 clusters Score -2.076076e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77559 members 
Mstep: Class 2 contains 76087 members 
Entering Unmasked Estep 
Score: -20762414.000000 Penalty: 5923.433594
	Iteration 7Q: 3 clusters Score -2.076241e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77887 members 
Mstep: Class 2 contains 75759 members 
Entering Unmasked Estep 
Score: -20764936.000000 Penalty: 5923.433594
	Iteration 8Q: 3 clusters Score -2.076494e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78292 members 
Mstep: Class 2 contains 75354 members 
Entering Unmasked Estep 
Score: -20768212.000000 Penalty: 5923.433594
	Iteration 9Q: 3 clusters Score -2.076821e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78649 members 
Mstep: Class 2 contains 74997 members 
Entering Unmasked Estep 
Score: -20772980.000000 Penalty: 5923.433594
	Iteration 10F: 3 clusters Score -2.077298e+07 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78817 members 
Mstep: Class 2 contains 74829 members 
Entering Unmasked Estep 
Score: -20778740.000000 Penalty: 5923.433594
	Iteration 11F: 3 clusters Score -2.077874e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78861 members 
Mstep: Class 2 contains 74785 members 
Entering Unmasked Estep 
Score: -20783748.000000 Penalty: 5923.433594
	Iteration 12F: 3 clusters Score -2.078375e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79069 members 
Mstep: Class 2 contains 74577 members 
Entering Unmasked Estep 
Score: -20786404.000000 Penalty: 5923.433594
	Iteration 13Q: 3 clusters Score -2.07864e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79386 members 
Mstep: Class 2 contains 74260 members 
Entering Unmasked Estep 
Score: -20787482.000000 Penalty: 5923.433594
	Iteration 14Q: 3 clusters Score -2.078748e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79736 members 
Mstep: Class 2 contains 73910 members 
Entering Unmasked Estep 
Score: -20788028.000000 Penalty: 5923.433594
	Iteration 15Q: 3 clusters Score -2.078803e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80126 members 
Mstep: Class 2 contains 73520 members 
Entering Unmasked Estep 
Score: -20788428.000000 Penalty: 5923.433594
	Iteration 16Q: 3 clusters Score -2.078843e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80540 members 
Mstep: Class 2 contains 73106 members 
Entering Unmasked Estep 
Score: -20788700.000000 Penalty: 5923.433594
	Iteration 17Q: 3 clusters Score -2.07887e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80919 members 
Mstep: Class 2 contains 72727 members 
Entering Unmasked Estep 
Score: -20789088.000000 Penalty: 5923.433594
	Iteration 18Q: 3 clusters Score -2.078909e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81333 members 
Mstep: Class 2 contains 72313 members 
Entering Unmasked Estep 
Score: -20789284.000000 Penalty: 5923.433594
	Iteration 19Q: 3 clusters Score -2.078928e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 71866 members 
Entering Unmasked Estep 
Score: -20789700.000000 Penalty: 5923.433594
	Iteration 20F: 3 clusters Score -2.07897e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82214 members 
Mstep: Class 2 contains 71432 members 
Entering Unmasked Estep 
Score: -20790198.000000 Penalty: 5923.433594
	Iteration 21Q: 3 clusters Score -2.07902e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82665 members 
Mstep: Class 2 contains 70981 members 
Entering Unmasked Estep 
Score: -20790634.000000 Penalty: 5923.433594
	Iteration 22Q: 3 clusters Score -2.079063e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83087 members 
Mstep: Class 2 contains 70559 members 
Entering Unmasked Estep 
Score: -20791164.000000 Penalty: 5923.433594
	Iteration 23Q: 3 clusters Score -2.079116e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83503 members 
Mstep: Class 2 contains 70143 members 
Entering Unmasked Estep 
Score: -20791694.000000 Penalty: 5923.433594
	Iteration 24Q: 3 clusters Score -2.079169e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83880 members 
Mstep: Class 2 contains 69766 members 
Entering Unmasked Estep 
Score: -20792228.000000 Penalty: 5923.433594
	Iteration 25Q: 3 clusters Score -2.079223e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84249 members 
Mstep: Class 2 contains 69397 members 
Entering Unmasked Estep 
Score: -20792828.000000 Penalty: 5923.433594
	Iteration 26Q: 3 clusters Score -2.079283e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84627 members 
Mstep: Class 2 contains 69019 members 
Entering Unmasked Estep 
Score: -20793494.000000 Penalty: 5923.433594
	Iteration 27Q: 3 clusters Score -2.079349e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84951 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -20794178.000000 Penalty: 5923.433594
	Iteration 28Q: 3 clusters Score -2.079418e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85256 members 
Mstep: Class 2 contains 68390 members 
Entering Unmasked Estep 
Score: -20794792.000000 Penalty: 5923.433594
	Iteration 29Q: 3 clusters Score -2.079479e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85513 members 
Mstep: Class 2 contains 68133 members 
Entering Unmasked Estep 
Score: -20795334.000000 Penalty: 5923.433594
	Iteration 30Q: 3 clusters Score -2.079533e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85740 members 
Mstep: Class 2 contains 67906 members 
Entering Unmasked Estep 
Score: -20796024.000000 Penalty: 5923.433594
	Iteration 31Q: 3 clusters Score -2.079602e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85986 members 
Mstep: Class 2 contains 67660 members 
Entering Unmasked Estep 
Score: -20796476.000000 Penalty: 5923.433594
	Iteration 32Q: 3 clusters Score -2.079648e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86181 members 
Mstep: Class 2 contains 67465 members 
Entering Unmasked Estep 
Score: -20796902.000000 Penalty: 5923.433594
	Iteration 33Q: 3 clusters Score -2.07969e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86362 members 
Mstep: Class 2 contains 67284 members 
Entering Unmasked Estep 
Score: -20797396.000000 Penalty: 5923.433594
	Iteration 34Q: 3 clusters Score -2.07974e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86499 members 
Mstep: Class 2 contains 67147 members 
Entering Unmasked Estep 
Score: -20797672.000000 Penalty: 5923.433594
	Iteration 35Q: 3 clusters Score -2.079767e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86616 members 
Mstep: Class 2 contains 67030 members 
Entering Unmasked Estep 
Score: -20797998.000000 Penalty: 5923.433594
	Iteration 36Q: 3 clusters Score -2.0798e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86702 members 
Mstep: Class 2 contains 66944 members 
Entering Unmasked Estep 
Score: -20798212.000000 Penalty: 5923.433594
	Iteration 37Q: 3 clusters Score -2.079821e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86737 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
Score: -20798466.000000 Penalty: 5923.433594
	Iteration 38Q: 3 clusters Score -2.079847e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86757 members 
Mstep: Class 2 contains 66889 members 
Entering Unmasked Estep 
Score: -20798722.000000 Penalty: 5923.433594
	Iteration 39Q: 3 clusters Score -2.079872e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86791 members 
Mstep: Class 2 contains 66855 members 
Entering Unmasked Estep 
Score: -20798968.000000 Penalty: 5923.433594
	Iteration 40F: 3 clusters Score -2.079897e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86825 members 
Mstep: Class 2 contains 66821 members 
Entering Unmasked Estep 
Score: -20799150.000000 Penalty: 5923.433594
	Iteration 41Q: 3 clusters Score -2.079915e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86865 members 
Mstep: Class 2 contains 66781 members 
Entering Unmasked Estep 
Score: -20799486.000000 Penalty: 5923.433594
	Iteration 42Q: 3 clusters Score -2.079949e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86878 members 
Mstep: Class 2 contains 66768 members 
Entering Unmasked Estep 
Score: -20799780.000000 Penalty: 5923.433594
	Iteration 43Q: 3 clusters Score -2.079978e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86781 members 
Mstep: Class 2 contains 66865 members 
Entering Unmasked Estep 
Score: -20799928.000000 Penalty: 5923.433594
	Iteration 44Q: 3 clusters Score -2.079993e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86698 members 
Mstep: Class 2 contains 66948 members 
Entering Unmasked Estep 
Score: -20800154.000000 Penalty: 5923.433594
	Iteration 45Q: 3 clusters Score -2.080015e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86563 members 
Mstep: Class 2 contains 67083 members 
Entering Unmasked Estep 
Score: -20800304.000000 Penalty: 5923.433594
	Iteration 46Q: 3 clusters Score -2.08003e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86340 members 
Mstep: Class 2 contains 67306 members 
Entering Unmasked Estep 
Score: -20800520.000000 Penalty: 5923.433594
	Iteration 47Q: 3 clusters Score -2.080052e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86120 members 
Mstep: Class 2 contains 67526 members 
Entering Unmasked Estep 
Score: -20800526.000000 Penalty: 5923.433594
	Iteration 48Q: 3 clusters Score -2.080053e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85834 members 
Mstep: Class 2 contains 67812 members 
Entering Unmasked Estep 
Score: -20800578.000000 Penalty: 5923.433594
	Iteration 49Q: 3 clusters Score -2.080058e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85548 members 
Mstep: Class 2 contains 68098 members 
Entering Unmasked Estep 
Score: -20800730.000000 Penalty: 5923.433594
	Iteration 50Q: 3 clusters Score -2.080073e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85242 members 
Mstep: Class 2 contains 68404 members 
Entering Unmasked Estep 
Score: -20800780.000000 Penalty: 5923.433594
	Iteration 51Q: 3 clusters Score -2.080078e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84903 members 
Mstep: Class 2 contains 68743 members 
Entering Unmasked Estep 
Score: -20800854.000000 Penalty: 5923.433594
	Iteration 52Q: 3 clusters Score -2.080085e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84490 members 
Mstep: Class 2 contains 69156 members 
Entering Unmasked Estep 
Score: -20800966.000000 Penalty: 5923.433594
	Iteration 53Q: 3 clusters Score -2.080097e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84106 members 
Mstep: Class 2 contains 69540 members 
Entering Unmasked Estep 
Score: -20801074.000000 Penalty: 5923.433594
	Iteration 54Q: 3 clusters Score -2.080107e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83718 members 
Mstep: Class 2 contains 69928 members 
Entering Unmasked Estep 
Score: -20801142.000000 Penalty: 5923.433594
	Iteration 55Q: 3 clusters Score -2.080114e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83381 members 
Mstep: Class 2 contains 70265 members 
Entering Unmasked Estep 
Score: -20801252.000000 Penalty: 5923.433594
	Iteration 56Q: 3 clusters Score -2.080125e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83036 members 
Mstep: Class 2 contains 70610 members 
Entering Unmasked Estep 
Score: -20801266.000000 Penalty: 5923.433594
	Iteration 57Q: 3 clusters Score -2.080127e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82659 members 
Mstep: Class 2 contains 70987 members 
Entering Unmasked Estep 
Score: -20801354.000000 Penalty: 5923.433594
	Iteration 58Q: 3 clusters Score -2.080135e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82262 members 
Mstep: Class 2 contains 71384 members 
Entering Unmasked Estep 
Score: -20801482.000000 Penalty: 5923.433594
	Iteration 59Q: 3 clusters Score -2.080148e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81914 members 
Mstep: Class 2 contains 71732 members 
Entering Unmasked Estep 
Score: -20801556.000000 Penalty: 5923.433594
	Iteration 60F: 3 clusters Score -2.080156e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81611 members 
Mstep: Class 2 contains 72035 members 
Entering Unmasked Estep 
Score: -20801614.000000 Penalty: 5923.433594
	Iteration 61Q: 3 clusters Score -2.080161e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81292 members 
Mstep: Class 2 contains 72354 members 
Entering Unmasked Estep 
Score: -20801684.000000 Penalty: 5923.433594
	Iteration 62Q: 3 clusters Score -2.080168e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80965 members 
Mstep: Class 2 contains 72681 members 
Entering Unmasked Estep 
Score: -20801704.000000 Penalty: 5923.433594
	Iteration 63Q: 3 clusters Score -2.08017e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80653 members 
Mstep: Class 2 contains 72993 members 
Entering Unmasked Estep 
Score: -20801722.000000 Penalty: 5923.433594
	Iteration 64Q: 3 clusters Score -2.080172e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80352 members 
Mstep: Class 2 contains 73294 members 
Entering Unmasked Estep 
Score: -20801724.000000 Penalty: 5923.433594
	Iteration 65Q: 3 clusters Score -2.080172e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80025 members 
Mstep: Class 2 contains 73621 members 
Entering Unmasked Estep 
Score: -20801812.000000 Penalty: 5923.433594
	Iteration 66Q: 3 clusters Score -2.080181e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79740 members 
Mstep: Class 2 contains 73906 members 
Entering Unmasked Estep 
Score: -20801848.000000 Penalty: 5923.433594
	Iteration 67Q: 3 clusters Score -2.080185e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79476 members 
Mstep: Class 2 contains 74170 members 
Entering Unmasked Estep 
Score: -20801810.000000 Penalty: 5923.433594
	Iteration 68Q: 3 clusters Score -2.080181e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79185 members 
Mstep: Class 2 contains 74461 members 
Entering Unmasked Estep 
Score: -20801776.000000 Penalty: 5923.433594
	Iteration 69Q: 3 clusters Score -2.080178e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78923 members 
Mstep: Class 2 contains 74723 members 
Entering Unmasked Estep 
Score: -20801810.000000 Penalty: 5923.433594
	Iteration 70Q: 3 clusters Score -2.080181e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78662 members 
Mstep: Class 2 contains 74984 members 
Entering Unmasked Estep 
Score: -20801816.000000 Penalty: 5923.433594
	Iteration 71Q: 3 clusters Score -2.080182e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78414 members 
Mstep: Class 2 contains 75232 members 
Entering Unmasked Estep 
Score: -20801816.000000 Penalty: 5923.433594
	Iteration 72Q: 3 clusters Score -2.080182e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78174 members 
Mstep: Class 2 contains 75472 members 
Entering Unmasked Estep 
Score: -20801852.000000 Penalty: 5923.433594
	Iteration 73Q: 3 clusters Score -2.080185e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77946 members 
Mstep: Class 2 contains 75700 members 
Entering Unmasked Estep 
Score: -20801830.000000 Penalty: 5923.433594
	Iteration 74Q: 3 clusters Score -2.080183e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77679 members 
Mstep: Class 2 contains 75967 members 
Entering Unmasked Estep 
Score: -20801856.000000 Penalty: 5923.433594
	Iteration 75Q: 3 clusters Score -2.080186e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77396 members 
Mstep: Class 2 contains 76250 members 
Entering Unmasked Estep 
Score: -20801876.000000 Penalty: 5923.433594
	Iteration 76Q: 3 clusters Score -2.080188e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 76518 members 
Entering Unmasked Estep 
Score: -20801840.000000 Penalty: 5923.433594
	Iteration 77Q: 3 clusters Score -2.080184e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76866 members 
Mstep: Class 2 contains 76780 members 
Entering Unmasked Estep 
Score: -20801822.000000 Penalty: 5923.433594
	Iteration 78Q: 3 clusters Score -2.080182e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76584 members 
Mstep: Class 2 contains 77062 members 
Entering Unmasked Estep 
Score: -20801832.000000 Penalty: 5923.433594
	Iteration 79Q: 3 clusters Score -2.080183e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76344 members 
Mstep: Class 2 contains 77302 members 
Entering Unmasked Estep 
Score: -20801924.000000 Penalty: 5923.433594
	Iteration 80F: 3 clusters Score -2.080192e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76084 members 
Mstep: Class 2 contains 77562 members 
Entering Unmasked Estep 
Score: -20801936.000000 Penalty: 5923.433594
	Iteration 81Q: 3 clusters Score -2.080194e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75850 members 
Mstep: Class 2 contains 77796 members 
Entering Unmasked Estep 
Score: -20801990.000000 Penalty: 5923.433594
	Iteration 82Q: 3 clusters Score -2.080199e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75606 members 
Mstep: Class 2 contains 78040 members 
Entering Unmasked Estep 
Score: -20801982.000000 Penalty: 5923.433594
	Iteration 83Q: 3 clusters Score -2.080198e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75360 members 
Mstep: Class 2 contains 78286 members 
Entering Unmasked Estep 
Score: -20801988.000000 Penalty: 5923.433594
	Iteration 84Q: 3 clusters Score -2.080199e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75105 members 
Mstep: Class 2 contains 78541 members 
Entering Unmasked Estep 
Score: -20802020.000000 Penalty: 5923.433594
	Iteration 85Q: 3 clusters Score -2.080202e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74846 members 
Mstep: Class 2 contains 78800 members 
Entering Unmasked Estep 
Score: -20802014.000000 Penalty: 5923.433594
	Iteration 86Q: 3 clusters Score -2.080201e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74570 members 
Mstep: Class 2 contains 79076 members 
Entering Unmasked Estep 
Score: -20802038.000000 Penalty: 5923.433594
	Iteration 87Q: 3 clusters Score -2.080204e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74321 members 
Mstep: Class 2 contains 79325 members 
Entering Unmasked Estep 
Score: -20802030.000000 Penalty: 5923.433594
	Iteration 88Q: 3 clusters Score -2.080203e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74082 members 
Mstep: Class 2 contains 79564 members 
Entering Unmasked Estep 
Score: -20802074.000000 Penalty: 5923.433594
	Iteration 89Q: 3 clusters Score -2.080207e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73831 members 
Mstep: Class 2 contains 79815 members 
Entering Unmasked Estep 
Score: -20802108.000000 Penalty: 5923.433594
	Iteration 90Q: 3 clusters Score -2.080211e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73559 members 
Mstep: Class 2 contains 80087 members 
Entering Unmasked Estep 
Score: -20802122.000000 Penalty: 5923.433594
	Iteration 91Q: 3 clusters Score -2.080212e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73263 members 
Mstep: Class 2 contains 80383 members 
Entering Unmasked Estep 
Score: -20802088.000000 Penalty: 5923.433594
	Iteration 92Q: 3 clusters Score -2.080209e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72997 members 
Mstep: Class 2 contains 80649 members 
Entering Unmasked Estep 
Score: -20802094.000000 Penalty: 5923.433594
	Iteration 93Q: 3 clusters Score -2.080209e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72725 members 
Mstep: Class 2 contains 80921 members 
Entering Unmasked Estep 
Score: -20802080.000000 Penalty: 5923.433594
	Iteration 94Q: 3 clusters Score -2.080208e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72449 members 
Mstep: Class 2 contains 81197 members 
Entering Unmasked Estep 
Score: -20802080.000000 Penalty: 5923.433594
	Iteration 95Q: 3 clusters Score -2.080208e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72163 members 
Mstep: Class 2 contains 81483 members 
Entering Unmasked Estep 
Score: -20802078.000000 Penalty: 5923.433594
	Iteration 96Q: 3 clusters Score -2.080208e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71895 members 
Mstep: Class 2 contains 81751 members 
Entering Unmasked Estep 
Score: -20802076.000000 Penalty: 5923.433594
	Iteration 97Q: 3 clusters Score -2.080208e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71620 members 
Mstep: Class 2 contains 82026 members 
Entering Unmasked Estep 
Score: -20802078.000000 Penalty: 5923.433594
	Iteration 98Q: 3 clusters Score -2.080208e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71371 members 
Mstep: Class 2 contains 82275 members 
Entering Unmasked Estep 
Score: -20802056.000000 Penalty: 5923.433594
	Iteration 99Q: 3 clusters Score -2.080206e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71102 members 
Mstep: Class 2 contains 82544 members 
Entering Unmasked Estep 
Score: -20802102.000000 Penalty: 5923.433594
	Iteration 100F: 3 clusters Score -2.08021e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70804 members 
Mstep: Class 2 contains 82842 members 
Entering Unmasked Estep 
Score: -20802118.000000 Penalty: 5923.433594
	Iteration 101Q: 3 clusters Score -2.080212e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70545 members 
Mstep: Class 2 contains 83101 members 
Entering Unmasked Estep 
Score: -20802104.000000 Penalty: 5923.433594
	Iteration 102Q: 3 clusters Score -2.08021e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70260 members 
Mstep: Class 2 contains 83386 members 
Entering Unmasked Estep 
Score: -20802116.000000 Penalty: 5923.433594
	Iteration 103Q: 3 clusters Score -2.080212e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69988 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -20802134.000000 Penalty: 5923.433594
	Iteration 104Q: 3 clusters Score -2.080213e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69693 members 
Mstep: Class 2 contains 83953 members 
Entering Unmasked Estep 
Score: -20802132.000000 Penalty: 5923.433594
	Iteration 105Q: 3 clusters Score -2.080213e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69407 members 
Mstep: Class 2 contains 84239 members 
Entering Unmasked Estep 
Score: -20802166.000000 Penalty: 5923.433594
	Iteration 106Q: 3 clusters Score -2.080217e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69112 members 
Mstep: Class 2 contains 84534 members 
Entering Unmasked Estep 
Score: -20802168.000000 Penalty: 5923.433594
	Iteration 107Q: 3 clusters Score -2.080217e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68754 members 
Mstep: Class 2 contains 84892 members 
Entering Unmasked Estep 
Score: -20802192.000000 Penalty: 5923.433594
	Iteration 108Q: 3 clusters Score -2.080219e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68394 members 
Mstep: Class 2 contains 85252 members 
Entering Unmasked Estep 
Score: -20802216.000000 Penalty: 5923.433594
	Iteration 109Q: 3 clusters Score -2.080222e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68015 members 
Mstep: Class 2 contains 85631 members 
Entering Unmasked Estep 
Score: -20802244.000000 Penalty: 5923.433594
	Iteration 110Q: 3 clusters Score -2.080224e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67608 members 
Mstep: Class 2 contains 86038 members 
Entering Unmasked Estep 
Score: -20802252.000000 Penalty: 5923.433594
	Iteration 111Q: 3 clusters Score -2.080225e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67184 members 
Mstep: Class 2 contains 86462 members 
Entering Unmasked Estep 
Score: -20802238.000000 Penalty: 5923.433594
	Iteration 112Q: 3 clusters Score -2.080224e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66742 members 
Mstep: Class 2 contains 86904 members 
Entering Unmasked Estep 
Score: -20802290.000000 Penalty: 5923.433594
	Iteration 113Q: 3 clusters Score -2.080229e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66296 members 
Mstep: Class 2 contains 87350 members 
Entering Unmasked Estep 
Score: -20802294.000000 Penalty: 5923.433594
	Iteration 114Q: 3 clusters Score -2.080229e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65821 members 
Mstep: Class 2 contains 87825 members 
Entering Unmasked Estep 
Score: -20802364.000000 Penalty: 5923.433594
	Iteration 115Q: 3 clusters Score -2.080236e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65364 members 
Mstep: Class 2 contains 88282 members 
Entering Unmasked Estep 
Score: -20802446.000000 Penalty: 5923.433594
	Iteration 116Q: 3 clusters Score -2.080245e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64868 members 
Mstep: Class 2 contains 88778 members 
Entering Unmasked Estep 
Score: -20802486.000000 Penalty: 5923.433594
	Iteration 117Q: 3 clusters Score -2.080249e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 89286 members 
Entering Unmasked Estep 
Score: -20802486.000000 Penalty: 5923.433594
	Iteration 118Q: 3 clusters Score -2.080249e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63864 members 
Mstep: Class 2 contains 89782 members 
Entering Unmasked Estep 
Score: -20802534.000000 Penalty: 5923.433594
	Iteration 119Q: 3 clusters Score -2.080253e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63362 members 
Mstep: Class 2 contains 90284 members 
Entering Unmasked Estep 
Score: -20802546.000000 Penalty: 5923.433594
	Iteration 120F: 3 clusters Score -2.080255e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 90801 members 
Entering Unmasked Estep 
Score: -20802632.000000 Penalty: 5923.433594
	Iteration 121Q: 3 clusters Score -2.080263e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62328 members 
Mstep: Class 2 contains 91318 members 
Entering Unmasked Estep 
Score: -20802708.000000 Penalty: 5923.433594
	Iteration 122Q: 3 clusters Score -2.080271e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61804 members 
Mstep: Class 2 contains 91842 members 
Entering Unmasked Estep 
Score: -20802708.000000 Penalty: 5923.433594
	Iteration 123Q: 3 clusters Score -2.080271e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61325 members 
Mstep: Class 2 contains 92321 members 
Entering Unmasked Estep 
Score: -20802748.000000 Penalty: 5923.433594
	Iteration 124Q: 3 clusters Score -2.080275e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 92781 members 
Entering Unmasked Estep 
Score: -20802766.000000 Penalty: 5923.433594
	Iteration 125Q: 3 clusters Score -2.080277e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 93275 members 
Entering Unmasked Estep 
Score: -20802796.000000 Penalty: 5923.433594
	Iteration 126Q: 3 clusters Score -2.08028e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 93804 members 
Entering Unmasked Estep 
Score: -20802824.000000 Penalty: 5923.433594
	Iteration 127Q: 3 clusters Score -2.080282e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 94290 members 
Entering Unmasked Estep 
Score: -20802856.000000 Penalty: 5923.433594
	Iteration 128Q: 3 clusters Score -2.080286e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58848 members 
Mstep: Class 2 contains 94798 members 
Entering Unmasked Estep 
Score: -20802894.000000 Penalty: 5923.433594
	Iteration 129Q: 3 clusters Score -2.080289e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 95344 members 
Entering Unmasked Estep 
Score: -20802960.000000 Penalty: 5923.433594
	Iteration 130Q: 3 clusters Score -2.080296e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57762 members 
Mstep: Class 2 contains 95884 members 
Entering Unmasked Estep 
Score: -20802944.000000 Penalty: 5923.433594
	Iteration 131Q: 3 clusters Score -2.080294e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57207 members 
Mstep: Class 2 contains 96439 members 
Entering Unmasked Estep 
Score: -20802960.000000 Penalty: 5923.433594
	Iteration 132Q: 3 clusters Score -2.080296e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 96965 members 
Entering Unmasked Estep 
Score: -20803080.000000 Penalty: 5923.433594
	Iteration 133Q: 3 clusters Score -2.080308e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56177 members 
Mstep: Class 2 contains 97469 members 
Entering Unmasked Estep 
Score: -20803178.000000 Penalty: 5923.433594
	Iteration 134Q: 3 clusters Score -2.080318e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 97981 members 
Entering Unmasked Estep 
Score: -20803212.000000 Penalty: 5923.433594
	Iteration 135Q: 3 clusters Score -2.080321e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55127 members 
Mstep: Class 2 contains 98519 members 
Entering Unmasked Estep 
Score: -20803230.000000 Penalty: 5923.433594
	Iteration 136Q: 3 clusters Score -2.080323e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 99084 members 
Entering Unmasked Estep 
Score: -20803358.000000 Penalty: 5923.433594
	Iteration 137Q: 3 clusters Score -2.080336e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 99650 members 
Entering Unmasked Estep 
Score: -20803438.000000 Penalty: 5923.433594
	Iteration 138Q: 3 clusters Score -2.080344e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53477 members 
Mstep: Class 2 contains 100169 members 
Entering Unmasked Estep 
Score: -20803442.000000 Penalty: 5923.433594
	Iteration 139Q: 3 clusters Score -2.080344e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52923 members 
Mstep: Class 2 contains 100723 members 
Entering Unmasked Estep 
Score: -20803524.000000 Penalty: 5923.433594
	Iteration 140F: 3 clusters Score -2.080352e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 101266 members 
Entering Unmasked Estep 
Score: -20803574.000000 Penalty: 5923.433594
	Iteration 141Q: 3 clusters Score -2.080357e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 101794 members 
Entering Unmasked Estep 
Score: -20803634.000000 Penalty: 5923.433594
	Iteration 142Q: 3 clusters Score -2.080363e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 102302 members 
Entering Unmasked Estep 
Score: -20803680.000000 Penalty: 5923.433594
	Iteration 143Q: 3 clusters Score -2.080368e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 102796 members 
Entering Unmasked Estep 
Score: -20803730.000000 Penalty: 5923.433594
	Iteration 144Q: 3 clusters Score -2.080373e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 103299 members 
Entering Unmasked Estep 
Score: -20803812.000000 Penalty: 5923.433594
	Iteration 145Q: 3 clusters Score -2.080381e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 103810 members 
Entering Unmasked Estep 
Score: -20803874.000000 Penalty: 5923.433594
	Iteration 146Q: 3 clusters Score -2.080387e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 104279 members 
Entering Unmasked Estep 
Score: -20803962.000000 Penalty: 5923.433594
	Iteration 147Q: 3 clusters Score -2.080396e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 104774 members 
Entering Unmasked Estep 
Score: -20804076.000000 Penalty: 5923.433594
	Iteration 148Q: 3 clusters Score -2.080408e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 105332 members 
Entering Unmasked Estep 
Score: -20804112.000000 Penalty: 5923.433594
	Iteration 149Q: 3 clusters Score -2.080411e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 105917 members 
Entering Unmasked Estep 
Score: -20804146.000000 Penalty: 5923.433594
	Iteration 150Q: 3 clusters Score -2.080415e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 106510 members 
Entering Unmasked Estep 
Score: -20804252.000000 Penalty: 5923.433594
	Iteration 151Q: 3 clusters Score -2.080425e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 107125 members 
Entering Unmasked Estep 
Score: -20804396.000000 Penalty: 5923.433594
	Iteration 152Q: 3 clusters Score -2.08044e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 107762 members 
Entering Unmasked Estep 
Score: -20804464.000000 Penalty: 5923.433594
	Iteration 153Q: 3 clusters Score -2.080446e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 108448 members 
Entering Unmasked Estep 
Score: -20804548.000000 Penalty: 5923.433594
	Iteration 154Q: 3 clusters Score -2.080455e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 109146 members 
Entering Unmasked Estep 
Score: -20804526.000000 Penalty: 5923.433594
	Iteration 155Q: 3 clusters Score -2.080453e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 109868 members 
Entering Unmasked Estep 
Score: -20804602.000000 Penalty: 5923.433594
	Iteration 156Q: 3 clusters Score -2.08046e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 110581 members 
Entering Unmasked Estep 
Score: -20804712.000000 Penalty: 5923.433594
	Iteration 157Q: 3 clusters Score -2.080471e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 111308 members 
Entering Unmasked Estep 
Score: -20804870.000000 Penalty: 5923.433594
	Iteration 158Q: 3 clusters Score -2.080487e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 112052 members 
Entering Unmasked Estep 
Score: -20805042.000000 Penalty: 5923.433594
	Iteration 159Q: 3 clusters Score -2.080504e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 112826 members 
Entering Unmasked Estep 
Score: -20805084.000000 Penalty: 5923.433594
	Iteration 160F: 3 clusters Score -2.080508e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 113520 members 
Entering Unmasked Estep 
Score: -20805152.000000 Penalty: 5923.433594
	Iteration 161Q: 3 clusters Score -2.080515e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 114212 members 
Entering Unmasked Estep 
Score: -20805278.000000 Penalty: 5923.433594
	Iteration 162Q: 3 clusters Score -2.080528e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 114961 members 
Entering Unmasked Estep 
Score: -20805334.000000 Penalty: 5923.433594
	Iteration 163Q: 3 clusters Score -2.080533e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 115711 members 
Entering Unmasked Estep 
Score: -20805424.000000 Penalty: 5923.433594
	Iteration 164Q: 3 clusters Score -2.080542e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 116456 members 
Entering Unmasked Estep 
Score: -20805448.000000 Penalty: 5923.433594
	Iteration 165Q: 3 clusters Score -2.080545e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 117201 members 
Entering Unmasked Estep 
Score: -20805466.000000 Penalty: 5923.433594
	Iteration 166Q: 3 clusters Score -2.080547e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 117950 members 
Entering Unmasked Estep 
Score: -20805538.000000 Penalty: 5923.433594
	Iteration 167Q: 3 clusters Score -2.080554e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 118677 members 
Entering Unmasked Estep 
Score: -20805664.000000 Penalty: 5923.433594
	Iteration 168Q: 3 clusters Score -2.080566e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 119433 members 
Entering Unmasked Estep 
Score: -20805804.000000 Penalty: 5923.433594
	Iteration 169Q: 3 clusters Score -2.08058e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 120113 members 
Entering Unmasked Estep 
Score: -20805886.000000 Penalty: 5923.433594
	Iteration 170Q: 3 clusters Score -2.080589e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 120822 members 
Entering Unmasked Estep 
Score: -20806032.000000 Penalty: 5923.433594
	Iteration 171Q: 3 clusters Score -2.080603e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 121543 members 
Entering Unmasked Estep 
Score: -20806146.000000 Penalty: 5923.433594
	Iteration 172Q: 3 clusters Score -2.080615e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 122250 members 
Entering Unmasked Estep 
Score: -20806304.000000 Penalty: 5923.433594
	Iteration 173Q: 3 clusters Score -2.08063e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 122996 members 
Entering Unmasked Estep 
Score: -20806442.000000 Penalty: 5923.433594
	Iteration 174Q: 3 clusters Score -2.080644e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 123770 members 
Entering Unmasked Estep 
Score: -20806604.000000 Penalty: 5923.433594
	Iteration 175Q: 3 clusters Score -2.08066e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 124512 members 
Entering Unmasked Estep 
Score: -20806796.000000 Penalty: 5923.433594
	Iteration 176Q: 3 clusters Score -2.08068e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 125265 members 
Entering Unmasked Estep 
Score: -20806942.000000 Penalty: 5923.433594
	Iteration 177Q: 3 clusters Score -2.080694e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 126032 members 
Entering Unmasked Estep 
Score: -20807084.000000 Penalty: 5923.433594
	Iteration 178Q: 3 clusters Score -2.080708e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 126751 members 
Entering Unmasked Estep 
Score: -20807248.000000 Penalty: 5923.433594
	Iteration 179Q: 3 clusters Score -2.080725e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 127399 members 
Entering Unmasked Estep 
Score: -20807416.000000 Penalty: 5923.433594
	Iteration 180F: 3 clusters Score -2.080742e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 128078 members 
Entering Unmasked Estep 
Score: -20807580.000000 Penalty: 5923.433594
	Iteration 181Q: 3 clusters Score -2.080758e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 128712 members 
Entering Unmasked Estep 
Score: -20807630.000000 Penalty: 5923.433594
	Iteration 182Q: 3 clusters Score -2.080763e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 129383 members 
Entering Unmasked Estep 
Score: -20807800.000000 Penalty: 5923.433594
	Iteration 183Q: 3 clusters Score -2.08078e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 130059 members 
Entering Unmasked Estep 
Score: -20807908.000000 Penalty: 5923.433594
	Iteration 184Q: 3 clusters Score -2.080791e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 130755 members 
Entering Unmasked Estep 
Score: -20808042.000000 Penalty: 5923.433594
	Iteration 185Q: 3 clusters Score -2.080804e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 131448 members 
Entering Unmasked Estep 
Score: -20808166.000000 Penalty: 5923.433594
	Iteration 186Q: 3 clusters Score -2.080817e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 132107 members 
Entering Unmasked Estep 
Score: -20808252.000000 Penalty: 5923.433594
	Iteration 187Q: 3 clusters Score -2.080825e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 132774 members 
Entering Unmasked Estep 
Score: -20808394.000000 Penalty: 5923.433594
	Iteration 188Q: 3 clusters Score -2.080839e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 133423 members 
Entering Unmasked Estep 
Score: -20808538.000000 Penalty: 5923.433594
	Iteration 189Q: 3 clusters Score -2.080854e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 134078 members 
Entering Unmasked Estep 
Score: -20808558.000000 Penalty: 5923.433594
	Iteration 190Q: 3 clusters Score -2.080856e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 134761 members 
Entering Unmasked Estep 
Score: -20808676.000000 Penalty: 5923.433594
	Iteration 191Q: 3 clusters Score -2.080868e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 135456 members 
Entering Unmasked Estep 
Score: -20808926.000000 Penalty: 5923.433594
	Iteration 192Q: 3 clusters Score -2.080893e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 136133 members 
Entering Unmasked Estep 
Score: -20809012.000000 Penalty: 5923.433594
	Iteration 193Q: 3 clusters Score -2.080901e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 136783 members 
Entering Unmasked Estep 
Score: -20809148.000000 Penalty: 5923.433594
	Iteration 194Q: 3 clusters Score -2.080915e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 137446 members 
Entering Unmasked Estep 
Score: -20809338.000000 Penalty: 5923.433594
	Iteration 195Q: 3 clusters Score -2.080934e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 138102 members 
Entering Unmasked Estep 
Score: -20809490.000000 Penalty: 5923.433594
	Iteration 196Q: 3 clusters Score -2.080949e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 138737 members 
Entering Unmasked Estep 
Score: -20809578.000000 Penalty: 5923.433594
	Iteration 197Q: 3 clusters Score -2.080958e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 139327 members 
Entering Unmasked Estep 
Score: -20809674.000000 Penalty: 5923.433594
	Iteration 198Q: 3 clusters Score -2.080967e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 139936 members 
Entering Unmasked Estep 
Score: -20809792.000000 Penalty: 5923.433594
	Iteration 199Q: 3 clusters Score -2.080979e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 140528 members 
Entering Unmasked Estep 
Score: -20809962.000000 Penalty: 5923.433594
	Iteration 200F: 3 clusters Score -2.080996e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 141132 members 
Entering Unmasked Estep 
Score: -20810038.000000 Penalty: 5923.433594
	Iteration 201Q: 3 clusters Score -2.081004e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 141696 members 
Entering Unmasked Estep 
Score: -20810224.000000 Penalty: 5923.433594
	Iteration 202Q: 3 clusters Score -2.081022e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 142240 members 
Entering Unmasked Estep 
Score: -20810366.000000 Penalty: 5923.433594
	Iteration 203Q: 3 clusters Score -2.081037e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 142744 members 
Entering Unmasked Estep 
Score: -20810452.000000 Penalty: 5923.433594
	Iteration 204Q: 3 clusters Score -2.081045e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 143246 members 
Entering Unmasked Estep 
Score: -20810600.000000 Penalty: 5923.433594
	Iteration 205Q: 3 clusters Score -2.08106e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 143750 members 
Entering Unmasked Estep 
Score: -20810746.000000 Penalty: 5923.433594
	Iteration 206Q: 3 clusters Score -2.081075e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 144250 members 
Entering Unmasked Estep 
Score: -20810828.000000 Penalty: 5923.433594
	Iteration 207Q: 3 clusters Score -2.081083e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 144695 members 
Entering Unmasked Estep 
Score: -20810986.000000 Penalty: 5923.433594
	Iteration 208Q: 3 clusters Score -2.081099e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 145148 members 
Entering Unmasked Estep 
Score: -20811142.000000 Penalty: 5923.433594
	Iteration 209Q: 3 clusters Score -2.081114e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 145594 members 
Entering Unmasked Estep 
Score: -20811204.000000 Penalty: 5923.433594
	Iteration 210Q: 3 clusters Score -2.08112e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 145984 members 
Entering Unmasked Estep 
Score: -20811308.000000 Penalty: 5923.433594
	Iteration 211Q: 3 clusters Score -2.081131e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 146356 members 
Entering Unmasked Estep 
Score: -20811364.000000 Penalty: 5923.433594
	Iteration 212Q: 3 clusters Score -2.081136e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 146732 members 
Entering Unmasked Estep 
Score: -20811478.000000 Penalty: 5923.433594
	Iteration 213Q: 3 clusters Score -2.081148e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 147098 members 
Entering Unmasked Estep 
Score: -20811472.000000 Penalty: 5923.433594
	Iteration 214Q: 3 clusters Score -2.081147e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 147446 members 
Entering Unmasked Estep 
Score: -20811588.000000 Penalty: 5923.433594
	Iteration 215Q: 3 clusters Score -2.081159e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 147793 members 
Entering Unmasked Estep 
Score: -20811698.000000 Penalty: 5923.433594
	Iteration 216Q: 3 clusters Score -2.08117e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 148097 members 
Entering Unmasked Estep 
Score: -20811778.000000 Penalty: 5923.433594
	Iteration 217Q: 3 clusters Score -2.081178e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 148377 members 
Entering Unmasked Estep 
Score: -20811898.000000 Penalty: 5923.433594
	Iteration 218Q: 3 clusters Score -2.08119e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 148640 members 
Entering Unmasked Estep 
Score: -20812002.000000 Penalty: 5923.433594
	Iteration 219Q: 3 clusters Score -2.0812e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 148866 members 
Entering Unmasked Estep 
Score: -20812054.000000 Penalty: 5923.433594
	Iteration 220F: 3 clusters Score -2.081205e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 149074 members 
Entering Unmasked Estep 
Score: -20812032.000000 Penalty: 5923.433594
	Iteration 221Q: 3 clusters Score -2.081203e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 149268 members 
Entering Unmasked Estep 
Score: -20812088.000000 Penalty: 5923.433594
	Iteration 222Q: 3 clusters Score -2.081209e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 149446 members 
Entering Unmasked Estep 
Score: -20812118.000000 Penalty: 5923.433594
	Iteration 223Q: 3 clusters Score -2.081212e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 149599 members 
Entering Unmasked Estep 
Score: -20812230.000000 Penalty: 5923.433594
	Iteration 224Q: 3 clusters Score -2.081223e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 149765 members 
Entering Unmasked Estep 
Score: -20812238.000000 Penalty: 5923.433594
	Iteration 225Q: 3 clusters Score -2.081224e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 149941 members 
Entering Unmasked Estep 
Score: -20812284.000000 Penalty: 5923.433594
	Iteration 226Q: 3 clusters Score -2.081228e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 150101 members 
Entering Unmasked Estep 
Score: -20812294.000000 Penalty: 5923.433594
	Iteration 227Q: 3 clusters Score -2.081229e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 150264 members 
Entering Unmasked Estep 
Score: -20812322.000000 Penalty: 5923.433594
	Iteration 228Q: 3 clusters Score -2.081232e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 150415 members 
Entering Unmasked Estep 
Score: -20812384.000000 Penalty: 5923.433594
	Iteration 229Q: 3 clusters Score -2.081238e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 150569 members 
Entering Unmasked Estep 
Score: -20812454.000000 Penalty: 5923.433594
	Iteration 230Q: 3 clusters Score -2.081245e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 150707 members 
Entering Unmasked Estep 
Score: -20812472.000000 Penalty: 5923.433594
	Iteration 231Q: 3 clusters Score -2.081247e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 150829 members 
Entering Unmasked Estep 
Score: -20812474.000000 Penalty: 5923.433594
	Iteration 232Q: 3 clusters Score -2.081247e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 150943 members 
Entering Unmasked Estep 
Score: -20812546.000000 Penalty: 5923.433594
	Iteration 233Q: 3 clusters Score -2.081255e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 151042 members 
Entering Unmasked Estep 
Score: -20812542.000000 Penalty: 5923.433594
	Iteration 234Q: 3 clusters Score -2.081254e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 151116 members 
Entering Unmasked Estep 
Score: -20812574.000000 Penalty: 5923.433594
	Iteration 235Q: 3 clusters Score -2.081257e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 151186 members 
Entering Unmasked Estep 
Score: -20812592.000000 Penalty: 5923.433594
	Iteration 236Q: 3 clusters Score -2.081259e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 151241 members 
Entering Unmasked Estep 
Score: -20812632.000000 Penalty: 5923.433594
	Iteration 237Q: 3 clusters Score -2.081263e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 151290 members 
Entering Unmasked Estep 
Score: -20812652.000000 Penalty: 5923.433594
	Iteration 238Q: 3 clusters Score -2.081265e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 151328 members 
Entering Unmasked Estep 
Score: -20812680.000000 Penalty: 5923.433594
	Iteration 239Q: 3 clusters Score -2.081268e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 151360 members 
Entering Unmasked Estep 
Score: -20812676.000000 Penalty: 5923.433594
	Iteration 240F: 3 clusters Score -2.081268e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 151394 members 
Entering Unmasked Estep 
Score: -20812702.000000 Penalty: 5923.433594
	Iteration 241Q: 3 clusters Score -2.08127e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 151425 members 
Entering Unmasked Estep 
Score: -20812712.000000 Penalty: 5923.433594
	Iteration 242Q: 3 clusters Score -2.081271e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 151449 members 
Entering Unmasked Estep 
Score: -20812722.000000 Penalty: 5923.433594
	Iteration 243Q: 3 clusters Score -2.081272e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 151475 members 
Entering Unmasked Estep 
Score: -20812748.000000 Penalty: 5923.433594
	Iteration 244Q: 3 clusters Score -2.081275e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 151504 members 
Entering Unmasked Estep 
Score: -20812716.000000 Penalty: 5923.433594
	Iteration 245Q: 3 clusters Score -2.081272e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 151532 members 
Entering Unmasked Estep 
Score: -20812722.000000 Penalty: 5923.433594
	Iteration 246Q: 3 clusters Score -2.081272e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 151557 members 
Entering Unmasked Estep 
Score: -20812744.000000 Penalty: 5923.433594
	Iteration 247Q: 3 clusters Score -2.081274e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 151575 members 
Entering Unmasked Estep 
Score: -20812746.000000 Penalty: 5923.433594
	Iteration 248Q: 3 clusters Score -2.081275e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 151597 members 
Entering Unmasked Estep 
Score: -20812754.000000 Penalty: 5923.433594
	Iteration 249Q: 3 clusters Score -2.081275e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 151614 members 
Entering Unmasked Estep 
Score: -20812744.000000 Penalty: 5923.433594
	Iteration 250Q: 3 clusters Score -2.081274e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 151635 members 
Entering Unmasked Estep 
Score: -20812730.000000 Penalty: 5923.433594
	Iteration 251Q: 3 clusters Score -2.081273e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 151657 members 
Entering Unmasked Estep 
Score: -20812744.000000 Penalty: 5923.433594
	Iteration 252Q: 3 clusters Score -2.081274e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 151677 members 
Entering Unmasked Estep 
Score: -20812750.000000 Penalty: 5923.433594
	Iteration 253Q: 3 clusters Score -2.081275e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 151696 members 
Entering Unmasked Estep 
Score: -20812756.000000 Penalty: 5923.433594
	Iteration 254Q: 3 clusters Score -2.081276e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 151711 members 
Entering Unmasked Estep 
Score: -20812732.000000 Penalty: 5923.433594
	Iteration 255Q: 3 clusters Score -2.081273e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 151722 members 
Entering Unmasked Estep 
Score: -20812750.000000 Penalty: 5923.433594
	Iteration 256Q: 3 clusters Score -2.081275e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 151738 members 
Entering Unmasked Estep 
Score: -20812766.000000 Penalty: 5923.433594
	Iteration 257Q: 3 clusters Score -2.081277e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 151751 members 
Entering Unmasked Estep 
Score: -20812784.000000 Penalty: 5923.433594
	Iteration 258Q: 3 clusters Score -2.081278e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 151772 members 
Entering Unmasked Estep 
Score: -20812754.000000 Penalty: 5923.433594
	Iteration 259Q: 3 clusters Score -2.081275e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 151788 members 
Entering Unmasked Estep 
Score: -20812764.000000 Penalty: 5923.433594
	Iteration 260F: 3 clusters Score -2.081276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 151804 members 
Entering Unmasked Estep 
Score: -20812750.000000 Penalty: 5923.433594
	Iteration 261Q: 3 clusters Score -2.081275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 151814 members 
Entering Unmasked Estep 
Score: -20812754.000000 Penalty: 5923.433594
	Iteration 262Q: 3 clusters Score -2.081275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 151823 members 
Entering Unmasked Estep 
Score: -20812776.000000 Penalty: 5923.433594
	Iteration 263Q: 3 clusters Score -2.081278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 151835 members 
Entering Unmasked Estep 
Score: -20812792.000000 Penalty: 5923.433594
	Iteration 264Q: 3 clusters Score -2.081279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 151848 members 
Entering Unmasked Estep 
Score: -20812782.000000 Penalty: 5923.433594
	Iteration 265Q: 3 clusters Score -2.081278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 151858 members 
Entering Unmasked Estep 
Score: -20812794.000000 Penalty: 5923.433594
	Iteration 266Q: 3 clusters Score -2.081279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 151873 members 
Entering Unmasked Estep 
Score: -20812822.000000 Penalty: 5923.433594
	Iteration 267Q: 3 clusters Score -2.081282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 151884 members 
Entering Unmasked Estep 
Score: -20812814.000000 Penalty: 5923.433594
	Iteration 268Q: 3 clusters Score -2.081281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 151892 members 
Entering Unmasked Estep 
Score: -20812800.000000 Penalty: 5923.433594
	Iteration 269Q: 3 clusters Score -2.08128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 151899 members 
Entering Unmasked Estep 
Score: -20812802.000000 Penalty: 5923.433594
	Iteration 270Q: 3 clusters Score -2.08128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 151900 members 
Entering Unmasked Estep 
Score: -20812812.000000 Penalty: 5923.433594
	Iteration 271Q: 3 clusters Score -2.081281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 151901 members 
Entering Unmasked Estep 
Score: -20812814.000000 Penalty: 5923.433594
	Iteration 272Q: 3 clusters Score -2.081281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 151901 members 
Entering Unmasked Estep 
Score: -20812814.000000 Penalty: 5923.433594
	Iteration 273F: 3 clusters Score -2.081281e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Entering Unmasked Estep 
Score: -363226.093750 Penalty: 1944.006836
	Iteration 0F: 2 clusters Score -363226.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -360195.625000 Penalty: 3888.013672
	Iteration 0F: 3 clusters Score -360195.6 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -360723.000000 Penalty: 3888.013672
	Iteration 1F: 3 clusters Score -360723 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -360855.781250 Penalty: 3888.013672
	Iteration 2F: 3 clusters Score -360855.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -360939.187500 Penalty: 3888.013672
	Iteration 3Q: 3 clusters Score -360939.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -360997.625000 Penalty: 3888.013672
	Iteration 4Q: 3 clusters Score -360997.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -361040.156250 Penalty: 3888.013672
	Iteration 5Q: 3 clusters Score -361040.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -361068.187500 Penalty: 3888.013672
	Iteration 6Q: 3 clusters Score -361068.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -361088.562500 Penalty: 3888.013672
	Iteration 7Q: 3 clusters Score -361088.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -361100.875000 Penalty: 3888.013672
	Iteration 8Q: 3 clusters Score -361100.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -361115.062500 Penalty: 3888.013672
	Iteration 9Q: 3 clusters Score -361115.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -361126.000000 Penalty: 3888.013672
	Iteration 10Q: 3 clusters Score -361126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -361133.687500 Penalty: 3888.013672
	Iteration 11Q: 3 clusters Score -361133.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -361139.531250 Penalty: 3888.013672
	Iteration 12Q: 3 clusters Score -361139.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -361141.562500 Penalty: 3888.013672
	Iteration 13Q: 3 clusters Score -361141.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -361143.937500 Penalty: 3888.013672
	Iteration 14Q: 3 clusters Score -361143.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -361146.875000 Penalty: 3888.013672
	Iteration 15Q: 3 clusters Score -361146.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -361148.187500 Penalty: 3888.013672
	Iteration 16Q: 3 clusters Score -361148.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -361150.625000 Penalty: 3888.013672
	Iteration 17Q: 3 clusters Score -361150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -361152.312500 Penalty: 3888.013672
	Iteration 18Q: 3 clusters Score -361152.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -361153.343750 Penalty: 3888.013672
	Iteration 19Q: 3 clusters Score -361153.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -361154.218750 Penalty: 3888.013672
	Iteration 20F: 3 clusters Score -361154.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -361156.250000 Penalty: 3888.013672
	Iteration 21Q: 3 clusters Score -361156.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -361157.781250 Penalty: 3888.013672
	Iteration 22Q: 3 clusters Score -361157.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -361157.968750 Penalty: 3888.013672
	Iteration 23Q: 3 clusters Score -361158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -361157.968750 Penalty: 3888.013672
	Iteration 24F: 3 clusters Score -361158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -16018.585938 Penalty: 1252.364380
	Iteration 0F: 2 clusters Score -16018.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15029.645508 Penalty: 2504.728760
	Iteration 0F: 3 clusters Score -15029.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -15058.134766 Penalty: 2504.728760
	Iteration 1Q: 3 clusters Score -15058.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15070.665039 Penalty: 2504.728760
	Iteration 2Q: 3 clusters Score -15070.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15070.665039 Penalty: 2504.728760
	Iteration 3F: 3 clusters Score -15070.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -58088.234375 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -58088.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56584.074219 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -56584.07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56806.492188 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -56806.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56985.734375 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -56985.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57217.402344 Penalty: 3060.126709
	Iteration 3F: 3 clusters Score -57217.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -57313.214844 Penalty: 3060.126709
	Iteration 4F: 3 clusters Score -57313.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -57358.566406 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -57358.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -57373.089844 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -57373.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -57397.593750 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -57397.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -57420.875000 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -57420.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -57433.320312 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -57433.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -57449.207031 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -57449.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -57456.699219 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -57456.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -57467.937500 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -57467.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -57472.988281 Penalty: 3060.126709
	Iteration 13Q: 3 clusters Score -57472.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -57475.656250 Penalty: 3060.126709
	Iteration 14Q: 3 clusters Score -57475.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -57479.554688 Penalty: 3060.126709
	Iteration 15Q: 3 clusters Score -57479.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -57485.328125 Penalty: 3060.126709
	Iteration 16Q: 3 clusters Score -57485.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -57490.656250 Penalty: 3060.126709
	Iteration 17Q: 3 clusters Score -57490.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -57490.656250 Penalty: 3060.126709
	Iteration 18F: 3 clusters Score -57490.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -18882.685547 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -18882.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17809.685547 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -17809.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17892.958984 Penalty: 2586.608154
	Iteration 1F: 3 clusters Score -17892.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17902.152344 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -17902.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17905.394531 Penalty: 2586.608154
	Iteration 3Q: 3 clusters Score -17905.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17905.394531 Penalty: 2586.608154
	Iteration 4F: 3 clusters Score -17905.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1431 members 
Mstep: Class 4 contains 167563 members 
Mstep: Class 5 contains 153848 members 
Mstep: Class 6 contains 149868 members 
Mstep: Class 7 contains 154902 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 8171 members 
Mstep: Class 10 contains 13451 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 27202 members 
Mstep: Class 13 contains 69265 members 
Mstep: Class 14 contains 161607 members 
Mstep: Class 15 contains 51305 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 93675 members 
Mstep: Class 18 contains 153765 members 
Mstep: Class 19 contains 153646 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180470896.000000 Penalty: 84149.148438
Iteration 199Q: 25 clusters Score -1.804709e+08 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1432 members 
Mstep: Class 4 contains 167602 members 
Mstep: Class 5 contains 153477 members 
Mstep: Class 6 contains 149600 members 
Mstep: Class 7 contains 155753 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 8178 members 
Mstep: Class 10 contains 13467 members 
Mstep: Class 11 contains 8141 members 
Mstep: Class 12 contains 27185 members 
Mstep: Class 13 contains 69151 members 
Mstep: Class 14 contains 161586 members 
Mstep: Class 15 contains 51098 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 93686 members 
Mstep: Class 18 contains 153617 members 
Mstep: Class 19 contains 153875 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 4121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180471216.000000 Penalty: 84149.148438
Iteration 200F: 25 clusters Score -1.804712e+08 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 167664 members 
Mstep: Class 5 contains 153160 members 
Mstep: Class 6 contains 149323 members 
Mstep: Class 7 contains 156304 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 8182 members 
Mstep: Class 10 contains 13473 members 
Mstep: Class 11 contains 8145 members 
Mstep: Class 12 contains 27153 members 
Mstep: Class 13 contains 69029 members 
Mstep: Class 14 contains 161560 members 
Mstep: Class 15 contains 50893 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 17 contains 93688 members 
Mstep: Class 18 contains 153481 members 
Mstep: Class 19 contains 154242 members 
Mstep: Class 20 contains 2542 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 4239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180470512.000000 Penalty: 84149.148438
Iteration 201Q: 25 clusters Score -1.804705e+08 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 167727 members 
Mstep: Class 5 contains 152859 members 
Mstep: Class 6 contains 149054 members 
Mstep: Class 7 contains 156837 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 8183 members 
Mstep: Class 10 contains 13479 members 
Mstep: Class 11 contains 8149 members 
Mstep: Class 12 contains 27146 members 
Mstep: Class 13 contains 68924 members 
Mstep: Class 14 contains 161563 members 
Mstep: Class 15 contains 50695 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93690 members 
Mstep: Class 18 contains 153339 members 
Mstep: Class 19 contains 154599 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 4292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180470336.000000 Penalty: 84149.148438
Iteration 202Q: 25 clusters Score -1.804703e+08 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 167792 members 
Mstep: Class 5 contains 152560 members 
Mstep: Class 6 contains 148839 members 
Mstep: Class 7 contains 157293 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 8189 members 
Mstep: Class 10 contains 13468 members 
Mstep: Class 11 contains 8151 members 
Mstep: Class 12 contains 27144 members 
Mstep: Class 13 contains 68834 members 
Mstep: Class 14 contains 161547 members 
Mstep: Class 15 contains 50534 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93703 members 
Mstep: Class 18 contains 153233 members 
Mstep: Class 19 contains 154905 members 
Mstep: Class 20 contains 2554 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 4335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180469648.000000 Penalty: 84149.148438
Iteration 203Q: 25 clusters Score -1.804696e+08 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1428 members 
Mstep: Class 4 contains 167799 members 
Mstep: Class 5 contains 152281 members 
Mstep: Class 6 contains 148641 members 
Mstep: Class 7 contains 157750 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 8195 members 
Mstep: Class 10 contains 13469 members 
Mstep: Class 11 contains 8154 members 
Mstep: Class 12 contains 27133 members 
Mstep: Class 13 contains 68751 members 
Mstep: Class 14 contains 161561 members 
Mstep: Class 15 contains 50381 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93722 members 
Mstep: Class 18 contains 153131 members 
Mstep: Class 19 contains 155185 members 
Mstep: Class 20 contains 2558 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 4366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180469568.000000 Penalty: 84149.148438
Iteration 204Q: 25 clusters Score -1.804696e+08 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1426 members 
Mstep: Class 4 contains 167833 members 
Mstep: Class 5 contains 152007 members 
Mstep: Class 6 contains 148458 members 
Mstep: Class 7 contains 158140 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 8198 members 
Mstep: Class 10 contains 13472 members 
Mstep: Class 11 contains 8156 members 
Mstep: Class 12 contains 27137 members 
Mstep: Class 13 contains 68674 members 
Mstep: Class 14 contains 161569 members 
Mstep: Class 15 contains 50221 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93740 members 
Mstep: Class 18 contains 153025 members 
Mstep: Class 19 contains 155484 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 4404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180469680.000000 Penalty: 84149.148438
Iteration 205Q: 25 clusters Score -1.804697e+08 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1428 members 
Mstep: Class 4 contains 167844 members 
Mstep: Class 5 contains 151764 members 
Mstep: Class 6 contains 148259 members 
Mstep: Class 7 contains 158512 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 8199 members 
Mstep: Class 10 contains 13473 members 
Mstep: Class 11 contains 8159 members 
Mstep: Class 12 contains 27148 members 
Mstep: Class 13 contains 68613 members 
Mstep: Class 14 contains 161624 members 
Mstep: Class 15 contains 50073 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93743 members 
Mstep: Class 18 contains 152910 members 
Mstep: Class 19 contains 155755 members 
Mstep: Class 20 contains 2559 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 4442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180469200.000000 Penalty: 84149.148438
Iteration 206Q: 25 clusters Score -1.804692e+08 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1431 members 
Mstep: Class 4 contains 167879 members 
Mstep: Class 5 contains 151500 members 
Mstep: Class 6 contains 148106 members 
Mstep: Class 7 contains 158911 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 8206 members 
Mstep: Class 10 contains 13479 members 
Mstep: Class 11 contains 8161 members 
Mstep: Class 12 contains 27147 members 
Mstep: Class 13 contains 68552 members 
Mstep: Class 14 contains 161625 members 
Mstep: Class 15 contains 49938 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93751 members 
Mstep: Class 18 contains 152788 members 
Mstep: Class 19 contains 156003 members 
Mstep: Class 20 contains 2549 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180468864.000000 Penalty: 84149.148438
Iteration 207Q: 25 clusters Score -1.804689e+08 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1431 members 
Mstep: Class 4 contains 167935 members 
Mstep: Class 5 contains 151235 members 
Mstep: Class 6 contains 147956 members 
Mstep: Class 7 contains 159265 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 8209 members 
Mstep: Class 10 contains 13480 members 
Mstep: Class 11 contains 8167 members 
Mstep: Class 12 contains 27136 members 
Mstep: Class 13 contains 68489 members 
Mstep: Class 14 contains 161635 members 
Mstep: Class 15 contains 49817 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93758 members 
Mstep: Class 18 contains 152679 members 
Mstep: Class 19 contains 156249 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 4523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180468672.000000 Penalty: 84149.148438
Iteration 208Q: 25 clusters Score -1.804687e+08 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1432 members 
Mstep: Class 4 contains 167991 members 
Mstep: Class 5 contains 151012 members 
Mstep: Class 6 contains 147834 members 
Mstep: Class 7 contains 159562 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 8208 members 
Mstep: Class 10 contains 13487 members 
Mstep: Class 11 contains 8168 members 
Mstep: Class 12 contains 27129 members 
Mstep: Class 13 contains 68436 members 
Mstep: Class 14 contains 161674 members 
Mstep: Class 15 contains 49699 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93766 members 
Mstep: Class 18 contains 152575 members 
Mstep: Class 19 contains 156428 members 
Mstep: Class 20 contains 2530 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 4573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180468256.000000 Penalty: 84149.148438
Iteration 209Q: 25 clusters Score -1.804683e+08 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 168040 members 
Mstep: Class 5 contains 150793 members 
Mstep: Class 6 contains 147758 members 
Mstep: Class 7 contains 159835 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 8211 members 
Mstep: Class 10 contains 13494 members 
Mstep: Class 11 contains 8172 members 
Mstep: Class 12 contains 27122 members 
Mstep: Class 13 contains 68368 members 
Mstep: Class 14 contains 161738 members 
Mstep: Class 15 contains 49589 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93767 members 
Mstep: Class 18 contains 152445 members 
Mstep: Class 19 contains 156598 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 4630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180468288.000000 Penalty: 84149.148438
Iteration 210Q: 25 clusters Score -1.804683e+08 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 168070 members 
Mstep: Class 5 contains 150560 members 
Mstep: Class 6 contains 147657 members 
Mstep: Class 7 contains 160142 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 8216 members 
Mstep: Class 10 contains 13504 members 
Mstep: Class 11 contains 8173 members 
Mstep: Class 12 contains 27109 members 
Mstep: Class 13 contains 68315 members 
Mstep: Class 14 contains 161808 members 
Mstep: Class 15 contains 49453 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93761 members 
Mstep: Class 18 contains 152299 members 
Mstep: Class 19 contains 156803 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 4686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180468448.000000 Penalty: 84149.148438
Iteration 211Q: 25 clusters Score -1.804684e+08 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 168044 members 
Mstep: Class 5 contains 150365 members 
Mstep: Class 6 contains 147542 members 
Mstep: Class 7 contains 160423 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 8216 members 
Mstep: Class 10 contains 13514 members 
Mstep: Class 11 contains 8176 members 
Mstep: Class 12 contains 27103 members 
Mstep: Class 13 contains 68273 members 
Mstep: Class 14 contains 161879 members 
Mstep: Class 15 contains 49345 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93772 members 
Mstep: Class 18 contains 152132 members 
Mstep: Class 19 contains 157034 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 4741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180468448.000000 Penalty: 84149.148438
Iteration 212Q: 25 clusters Score -1.804684e+08 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1429 members 
Mstep: Class 4 contains 168019 members 
Mstep: Class 5 contains 150186 members 
Mstep: Class 6 contains 147471 members 
Mstep: Class 7 contains 160724 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8218 members 
Mstep: Class 10 contains 13532 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 12 contains 27086 members 
Mstep: Class 13 contains 68223 members 
Mstep: Class 14 contains 161917 members 
Mstep: Class 15 contains 49230 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93770 members 
Mstep: Class 18 contains 151997 members 
Mstep: Class 19 contains 157209 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 4796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180468432.000000 Penalty: 84149.148438
Iteration 213Q: 25 clusters Score -1.804684e+08 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 167980 members 
Mstep: Class 5 contains 150010 members 
Mstep: Class 6 contains 147429 members 
Mstep: Class 7 contains 160965 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8219 members 
Mstep: Class 10 contains 13544 members 
Mstep: Class 11 contains 8179 members 
Mstep: Class 12 contains 27085 members 
Mstep: Class 13 contains 68179 members 
Mstep: Class 14 contains 162026 members 
Mstep: Class 15 contains 49129 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93766 members 
Mstep: Class 18 contains 151871 members 
Mstep: Class 19 contains 157323 members 
Mstep: Class 20 contains 2522 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180467872.000000 Penalty: 84149.148438
Iteration 214Q: 25 clusters Score -1.804679e+08 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 167929 members 
Mstep: Class 5 contains 149876 members 
Mstep: Class 6 contains 147410 members 
Mstep: Class 7 contains 161185 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8226 members 
Mstep: Class 10 contains 13553 members 
Mstep: Class 11 contains 8181 members 
Mstep: Class 12 contains 27077 members 
Mstep: Class 13 contains 68131 members 
Mstep: Class 14 contains 162138 members 
Mstep: Class 15 contains 49045 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93765 members 
Mstep: Class 18 contains 151761 members 
Mstep: Class 19 contains 157390 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 4888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180467408.000000 Penalty: 84149.148438
Iteration 215Q: 25 clusters Score -1.804674e+08 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1428 members 
Mstep: Class 4 contains 167884 members 
Mstep: Class 5 contains 149759 members 
Mstep: Class 6 contains 147363 members 
Mstep: Class 7 contains 161361 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8228 members 
Mstep: Class 10 contains 13563 members 
Mstep: Class 11 contains 8184 members 
Mstep: Class 12 contains 27068 members 
Mstep: Class 13 contains 68104 members 
Mstep: Class 14 contains 162269 members 
Mstep: Class 15 contains 48965 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93762 members 
Mstep: Class 18 contains 151621 members 
Mstep: Class 19 contains 157490 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 4933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180467216.000000 Penalty: 84149.148438
Iteration 216Q: 25 clusters Score -1.804672e+08 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1428 members 
Mstep: Class 4 contains 167830 members 
Mstep: Class 5 contains 149638 members 
Mstep: Class 6 contains 147331 members 
Mstep: Class 7 contains 161477 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8227 members 
Mstep: Class 10 contains 13577 members 
Mstep: Class 11 contains 8186 members 
Mstep: Class 12 contains 27065 members 
Mstep: Class 13 contains 68072 members 
Mstep: Class 14 contains 162428 members 
Mstep: Class 15 contains 48897 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93778 members 
Mstep: Class 18 contains 151487 members 
Mstep: Class 19 contains 157586 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 4979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180467056.000000 Penalty: 84149.148438
Iteration 217Q: 25 clusters Score -1.804671e+08 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1428 members 
Mstep: Class 4 contains 167791 members 
Mstep: Class 5 contains 149488 members 
Mstep: Class 6 contains 147298 members 
Mstep: Class 7 contains 161569 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8227 members 
Mstep: Class 10 contains 13587 members 
Mstep: Class 11 contains 8186 members 
Mstep: Class 12 contains 27061 members 
Mstep: Class 13 contains 68044 members 
Mstep: Class 14 contains 162683 members 
Mstep: Class 15 contains 48823 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93803 members 
Mstep: Class 18 contains 151342 members 
Mstep: Class 19 contains 157647 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180466400.000000 Penalty: 84149.148438
Iteration 218Q: 25 clusters Score -1.804664e+08 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 167745 members 
Mstep: Class 5 contains 149375 members 
Mstep: Class 6 contains 147251 members 
Mstep: Class 7 contains 161625 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8228 members 
Mstep: Class 10 contains 13586 members 
Mstep: Class 11 contains 8187 members 
Mstep: Class 12 contains 27057 members 
Mstep: Class 13 contains 68027 members 
Mstep: Class 14 contains 162932 members 
Mstep: Class 15 contains 48756 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93818 members 
Mstep: Class 18 contains 151217 members 
Mstep: Class 19 contains 157717 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180466400.000000 Penalty: 84149.148438
Iteration 219Q: 25 clusters Score -1.804664e+08 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 167717 members 
Mstep: Class 5 contains 149264 members 
Mstep: Class 6 contains 147210 members 
Mstep: Class 7 contains 161649 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8234 members 
Mstep: Class 10 contains 13584 members 
Mstep: Class 11 contains 8188 members 
Mstep: Class 12 contains 27055 members 
Mstep: Class 13 contains 68013 members 
Mstep: Class 14 contains 163194 members 
Mstep: Class 15 contains 48689 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93833 members 
Mstep: Class 18 contains 151130 members 
Mstep: Class 19 contains 157750 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180466368.000000 Penalty: 84149.148438
Iteration 220F: 25 clusters Score -1.804664e+08 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1430 members 
Mstep: Class 4 contains 167680 members 
Mstep: Class 5 contains 149201 members 
Mstep: Class 6 contains 147192 members 
Mstep: Class 7 contains 161671 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8243 members 
Mstep: Class 10 contains 13587 members 
Mstep: Class 11 contains 8188 members 
Mstep: Class 12 contains 27043 members 
Mstep: Class 13 contains 67985 members 
Mstep: Class 14 contains 163423 members 
Mstep: Class 15 contains 48628 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93856 members 
Mstep: Class 18 contains 151021 members 
Mstep: Class 19 contains 157782 members 
Mstep: Class 20 contains 2506 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465776.000000 Penalty: 84149.148438
Iteration 221Q: 25 clusters Score -1.804658e+08 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1432 members 
Mstep: Class 4 contains 167669 members 
Mstep: Class 5 contains 149145 members 
Mstep: Class 6 contains 147181 members 
Mstep: Class 7 contains 161679 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8244 members 
Mstep: Class 10 contains 13595 members 
Mstep: Class 11 contains 8188 members 
Mstep: Class 12 contains 27043 members 
Mstep: Class 13 contains 67947 members 
Mstep: Class 14 contains 163604 members 
Mstep: Class 15 contains 48560 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93883 members 
Mstep: Class 18 contains 150976 members 
Mstep: Class 19 contains 157772 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465360.000000 Penalty: 84149.148438
Iteration 222Q: 25 clusters Score -1.804654e+08 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1432 members 
Mstep: Class 4 contains 167634 members 
Mstep: Class 5 contains 149117 members 
Mstep: Class 6 contains 147186 members 
Mstep: Class 7 contains 161654 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8247 members 
Mstep: Class 10 contains 13590 members 
Mstep: Class 11 contains 8189 members 
Mstep: Class 12 contains 27050 members 
Mstep: Class 13 contains 67925 members 
Mstep: Class 14 contains 163726 members 
Mstep: Class 15 contains 48502 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93909 members 
Mstep: Class 18 contains 150968 members 
Mstep: Class 19 contains 157783 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465776.000000 Penalty: 84149.148438
Iteration 223Q: 25 clusters Score -1.804658e+08 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1431 members 
Mstep: Class 4 contains 167608 members 
Mstep: Class 5 contains 149108 members 
Mstep: Class 6 contains 147159 members 
Mstep: Class 7 contains 161640 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8247 members 
Mstep: Class 10 contains 13583 members 
Mstep: Class 11 contains 8191 members 
Mstep: Class 12 contains 27052 members 
Mstep: Class 13 contains 67900 members 
Mstep: Class 14 contains 163843 members 
Mstep: Class 15 contains 48455 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93929 members 
Mstep: Class 18 contains 150986 members 
Mstep: Class 19 contains 157763 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465712.000000 Penalty: 84149.148438
Iteration 224Q: 25 clusters Score -1.804657e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1432 members 
Mstep: Class 4 contains 167595 members 
Mstep: Class 5 contains 149127 members 
Mstep: Class 6 contains 147148 members 
Mstep: Class 7 contains 161621 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8252 members 
Mstep: Class 10 contains 13582 members 
Mstep: Class 11 contains 8196 members 
Mstep: Class 12 contains 27043 members 
Mstep: Class 13 contains 67878 members 
Mstep: Class 14 contains 164003 members 
Mstep: Class 15 contains 48406 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93931 members 
Mstep: Class 18 contains 150998 members 
Mstep: Class 19 contains 157662 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465232.000000 Penalty: 84149.148438
Iteration 225Q: 25 clusters Score -1.804652e+08 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1434 members 
Mstep: Class 4 contains 167564 members 
Mstep: Class 5 contains 149162 members 
Mstep: Class 6 contains 147128 members 
Mstep: Class 7 contains 161551 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8256 members 
Mstep: Class 10 contains 13581 members 
Mstep: Class 11 contains 8199 members 
Mstep: Class 12 contains 27041 members 
Mstep: Class 13 contains 67866 members 
Mstep: Class 14 contains 164172 members 
Mstep: Class 15 contains 48370 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93943 members 
Mstep: Class 18 contains 151006 members 
Mstep: Class 19 contains 157581 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464752.000000 Penalty: 84149.148438
Iteration 226Q: 25 clusters Score -1.804648e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1433 members 
Mstep: Class 4 contains 167523 members 
Mstep: Class 5 contains 149174 members 
Mstep: Class 6 contains 147127 members 
Mstep: Class 7 contains 161491 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8258 members 
Mstep: Class 10 contains 13584 members 
Mstep: Class 11 contains 8205 members 
Mstep: Class 12 contains 27033 members 
Mstep: Class 13 contains 67859 members 
Mstep: Class 14 contains 164352 members 
Mstep: Class 15 contains 48328 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93959 members 
Mstep: Class 18 contains 151037 members 
Mstep: Class 19 contains 157479 members 
Mstep: Class 20 contains 2501 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464752.000000 Penalty: 84149.148438
Iteration 227Q: 25 clusters Score -1.804648e+08 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1433 members 
Mstep: Class 4 contains 167501 members 
Mstep: Class 5 contains 149182 members 
Mstep: Class 6 contains 147131 members 
Mstep: Class 7 contains 161418 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8258 members 
Mstep: Class 10 contains 13589 members 
Mstep: Class 11 contains 8211 members 
Mstep: Class 12 contains 27035 members 
Mstep: Class 13 contains 67862 members 
Mstep: Class 14 contains 164557 members 
Mstep: Class 15 contains 48305 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93952 members 
Mstep: Class 18 contains 151075 members 
Mstep: Class 19 contains 157311 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464288.000000 Penalty: 84149.148438
Iteration 228Q: 25 clusters Score -1.804643e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1435 members 
Mstep: Class 4 contains 167475 members 
Mstep: Class 5 contains 149208 members 
Mstep: Class 6 contains 147147 members 
Mstep: Class 7 contains 161358 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8258 members 
Mstep: Class 10 contains 13594 members 
Mstep: Class 11 contains 8214 members 
Mstep: Class 12 contains 27033 members 
Mstep: Class 13 contains 67860 members 
Mstep: Class 14 contains 164760 members 
Mstep: Class 15 contains 48280 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93943 members 
Mstep: Class 18 contains 151127 members 
Mstep: Class 19 contains 157116 members 
Mstep: Class 20 contains 2503 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464432.000000 Penalty: 84149.148438
Iteration 229Q: 25 clusters Score -1.804644e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1435 members 
Mstep: Class 4 contains 167461 members 
Mstep: Class 5 contains 149268 members 
Mstep: Class 6 contains 147184 members 
Mstep: Class 7 contains 161280 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8260 members 
Mstep: Class 10 contains 13598 members 
Mstep: Class 11 contains 8219 members 
Mstep: Class 12 contains 27024 members 
Mstep: Class 13 contains 67858 members 
Mstep: Class 14 contains 164943 members 
Mstep: Class 15 contains 48244 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93937 members 
Mstep: Class 18 contains 151170 members 
Mstep: Class 19 contains 156917 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464832.000000 Penalty: 84149.148438
Iteration 230Q: 25 clusters Score -1.804648e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1436 members 
Mstep: Class 4 contains 167469 members 
Mstep: Class 5 contains 149333 members 
Mstep: Class 6 contains 147191 members 
Mstep: Class 7 contains 161200 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8268 members 
Mstep: Class 10 contains 13605 members 
Mstep: Class 11 contains 8222 members 
Mstep: Class 12 contains 27019 members 
Mstep: Class 13 contains 67845 members 
Mstep: Class 14 contains 165070 members 
Mstep: Class 15 contains 48211 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93941 members 
Mstep: Class 18 contains 151217 members 
Mstep: Class 19 contains 156758 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465024.000000 Penalty: 84149.148438
Iteration 231Q: 25 clusters Score -1.80465e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167486 members 
Mstep: Class 5 contains 149435 members 
Mstep: Class 6 contains 147201 members 
Mstep: Class 7 contains 161089 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8278 members 
Mstep: Class 10 contains 13604 members 
Mstep: Class 11 contains 8224 members 
Mstep: Class 12 contains 27009 members 
Mstep: Class 13 contains 67838 members 
Mstep: Class 14 contains 165190 members 
Mstep: Class 15 contains 48174 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93933 members 
Mstep: Class 18 contains 151263 members 
Mstep: Class 19 contains 156612 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465040.000000 Penalty: 84149.148438
Iteration 232Q: 25 clusters Score -1.80465e+08 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167498 members 
Mstep: Class 5 contains 149560 members 
Mstep: Class 6 contains 147216 members 
Mstep: Class 7 contains 160978 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8281 members 
Mstep: Class 10 contains 13601 members 
Mstep: Class 11 contains 8225 members 
Mstep: Class 12 contains 27006 members 
Mstep: Class 13 contains 67828 members 
Mstep: Class 14 contains 165285 members 
Mstep: Class 15 contains 48138 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93937 members 
Mstep: Class 18 contains 151313 members 
Mstep: Class 19 contains 156457 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465296.000000 Penalty: 84149.148438
Iteration 233Q: 25 clusters Score -1.804653e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167510 members 
Mstep: Class 5 contains 149639 members 
Mstep: Class 6 contains 147215 members 
Mstep: Class 7 contains 160883 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8287 members 
Mstep: Class 10 contains 13606 members 
Mstep: Class 11 contains 8228 members 
Mstep: Class 12 contains 27004 members 
Mstep: Class 13 contains 67830 members 
Mstep: Class 14 contains 165401 members 
Mstep: Class 15 contains 48096 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93948 members 
Mstep: Class 18 contains 151355 members 
Mstep: Class 19 contains 156309 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465408.000000 Penalty: 84149.148438
Iteration 234Q: 25 clusters Score -1.804654e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167525 members 
Mstep: Class 5 contains 149716 members 
Mstep: Class 6 contains 147221 members 
Mstep: Class 7 contains 160781 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8292 members 
Mstep: Class 10 contains 13610 members 
Mstep: Class 11 contains 8230 members 
Mstep: Class 12 contains 26998 members 
Mstep: Class 13 contains 67832 members 
Mstep: Class 14 contains 165500 members 
Mstep: Class 15 contains 48063 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93953 members 
Mstep: Class 18 contains 151385 members 
Mstep: Class 19 contains 156192 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465200.000000 Penalty: 84149.148438
Iteration 235Q: 25 clusters Score -1.804652e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 167527 members 
Mstep: Class 5 contains 149784 members 
Mstep: Class 6 contains 147210 members 
Mstep: Class 7 contains 160710 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8295 members 
Mstep: Class 10 contains 13621 members 
Mstep: Class 11 contains 8233 members 
Mstep: Class 12 contains 26986 members 
Mstep: Class 13 contains 67838 members 
Mstep: Class 14 contains 165564 members 
Mstep: Class 15 contains 48048 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93957 members 
Mstep: Class 18 contains 151407 members 
Mstep: Class 19 contains 156103 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465712.000000 Penalty: 84149.148438
Iteration 236Q: 25 clusters Score -1.804657e+08 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167514 members 
Mstep: Class 5 contains 149862 members 
Mstep: Class 6 contains 147209 members 
Mstep: Class 7 contains 160620 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8297 members 
Mstep: Class 10 contains 13631 members 
Mstep: Class 11 contains 8234 members 
Mstep: Class 12 contains 26984 members 
Mstep: Class 13 contains 67835 members 
Mstep: Class 14 contains 165632 members 
Mstep: Class 15 contains 48034 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93965 members 
Mstep: Class 18 contains 151423 members 
Mstep: Class 19 contains 156032 members 
Mstep: Class 20 contains 2504 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465376.000000 Penalty: 84149.148438
Iteration 237Q: 25 clusters Score -1.804654e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 167527 members 
Mstep: Class 5 contains 149916 members 
Mstep: Class 6 contains 147237 members 
Mstep: Class 7 contains 160498 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8301 members 
Mstep: Class 10 contains 13646 members 
Mstep: Class 11 contains 8234 members 
Mstep: Class 12 contains 26978 members 
Mstep: Class 13 contains 67851 members 
Mstep: Class 14 contains 165665 members 
Mstep: Class 15 contains 48021 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93977 members 
Mstep: Class 18 contains 151462 members 
Mstep: Class 19 contains 155943 members 
Mstep: Class 20 contains 2508 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465184.000000 Penalty: 84149.148438
Iteration 238Q: 25 clusters Score -1.804652e+08 nChanged 1192
Entering ConstructFrom: 
Score: -180465184.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -88684.000000 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -88684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -86942.281250 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -86942.28 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -87171.406250 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -87171.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -87255.851562 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -87255.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -87324.664062 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -87324.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -87386.882812 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -87386.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -87457.906250 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -87457.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -87544.523438 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -87544.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87594.875000 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -87594.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87619.343750 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -87619.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -87641.507812 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -87641.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -87653.500000 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -87653.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -87659.664062 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -87659.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -87687.710938 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -87687.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -87746.562500 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -87746.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -87865.812500 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -87865.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -88293.546875 Penalty: 3261.237549
	Iteration 15Q: 3 clusters Score -88293.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -88580.460938 Penalty: 3261.237549
	Iteration 16Q: 3 clusters Score -88580.46 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -88712.117188 Penalty: 3261.237549
	Iteration 17F: 3 clusters Score -88712.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -88819.546875 Penalty: 3261.237549
	Iteration 18Q: 3 clusters Score -88819.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -88957.125000 Penalty: 3261.237549
	Iteration 19Q: 3 clusters Score -88957.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -89046.632812 Penalty: 3261.237549
	Iteration 20F: 3 clusters Score -89046.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -89077.726562 Penalty: 3261.237549
	Iteration 21Q: 3 clusters Score -89077.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -89098.281250 Penalty: 3261.237549
	Iteration 22Q: 3 clusters Score -89098.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -89127.007812 Penalty: 3261.237549
	Iteration 23Q: 3 clusters Score -89127.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -89141.054688 Penalty: 3261.237549
	Iteration 24Q: 3 clusters Score -89141.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -89152.890625 Penalty: 3261.237549
	Iteration 25Q: 3 clusters Score -89152.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -89152.890625 Penalty: 3261.237549
	Iteration 26F: 3 clusters Score -89152.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167570 members 
Mstep: Class 5 contains 150007 members 
Mstep: Class 6 contains 147244 members 
Mstep: Class 7 contains 160401 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8307 members 
Mstep: Class 10 contains 13659 members 
Mstep: Class 11 contains 8234 members 
Mstep: Class 12 contains 26971 members 
Mstep: Class 13 contains 67852 members 
Mstep: Class 14 contains 165684 members 
Mstep: Class 15 contains 47999 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93982 members 
Mstep: Class 18 contains 151483 members 
Mstep: Class 19 contains 155850 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5311 members 
Mstep: Class 25 contains 504 members 
Entering Unmasked Estep 
Score: -180464304.000000 Penalty: 87655.367188
Splitting cluster 1 changes total score from -180465184.000000 to -180464304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -145748.687500 Penalty: 1760.192139
	Iteration 0F: 2 clusters Score -145748.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -143708.265625 Penalty: 3520.384277
	Iteration 0F: 3 clusters Score -143708.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -144658.203125 Penalty: 3520.384277
	Iteration 1F: 3 clusters Score -144658.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -144950.812500 Penalty: 3520.384277
	Iteration 2F: 3 clusters Score -144950.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -145133.328125 Penalty: 3520.384277
	Iteration 3F: 3 clusters Score -145133.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -145311.328125 Penalty: 3520.384277
	Iteration 4F: 3 clusters Score -145311.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -145494.468750 Penalty: 3520.384277
	Iteration 5Q: 3 clusters Score -145494.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -145628.375000 Penalty: 3520.384277
	Iteration 6Q: 3 clusters Score -145628.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -145910.046875 Penalty: 3520.384277
	Iteration 7Q: 3 clusters Score -145910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -145993.328125 Penalty: 3520.384277
	Iteration 8Q: 3 clusters Score -145993.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -146039.843750 Penalty: 3520.384277
	Iteration 9Q: 3 clusters Score -146039.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -146079.421875 Penalty: 3520.384277
	Iteration 10Q: 3 clusters Score -146079.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -146116.703125 Penalty: 3520.384277
	Iteration 11Q: 3 clusters Score -146116.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -146163.437500 Penalty: 3520.384277
	Iteration 12Q: 3 clusters Score -146163.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -146222.781250 Penalty: 3520.384277
	Iteration 13Q: 3 clusters Score -146222.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -146323.734375 Penalty: 3520.384277
	Iteration 14Q: 3 clusters Score -146323.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -146431.421875 Penalty: 3520.384277
	Iteration 15Q: 3 clusters Score -146431.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -146537.453125 Penalty: 3520.384277
	Iteration 16Q: 3 clusters Score -146537.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -146583.515625 Penalty: 3520.384277
	Iteration 17Q: 3 clusters Score -146583.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -146615.156250 Penalty: 3520.384277
	Iteration 18Q: 3 clusters Score -146615.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -146638.250000 Penalty: 3520.384277
	Iteration 19Q: 3 clusters Score -146638.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -146658.656250 Penalty: 3520.384277
	Iteration 20F: 3 clusters Score -146658.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -146678.296875 Penalty: 3520.384277
	Iteration 21Q: 3 clusters Score -146678.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -146696.015625 Penalty: 3520.384277
	Iteration 22Q: 3 clusters Score -146696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -146709.890625 Penalty: 3520.384277
	Iteration 23Q: 3 clusters Score -146709.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -146717.515625 Penalty: 3520.384277
	Iteration 24Q: 3 clusters Score -146717.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -146719.437500 Penalty: 3520.384277
	Iteration 25Q: 3 clusters Score -146719.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -146719.437500 Penalty: 3520.384277
	Iteration 26F: 3 clusters Score -146719.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167570 members 
Mstep: Class 5 contains 150007 members 
Mstep: Class 6 contains 147244 members 
Mstep: Class 7 contains 160401 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8307 members 
Mstep: Class 10 contains 13659 members 
Mstep: Class 11 contains 8234 members 
Mstep: Class 12 contains 26971 members 
Mstep: Class 13 contains 67852 members 
Mstep: Class 14 contains 165684 members 
Mstep: Class 15 contains 47999 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93982 members 
Mstep: Class 18 contains 151483 members 
Mstep: Class 19 contains 155850 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5311 members 
Mstep: Class 25 contains 658 members 
Entering Unmasked Estep 
Score: -180464560.000000 Penalty: 87655.367188
Splitting cluster 2 changes total score from -180465184.000000 to -180464560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -173769.453125 Penalty: 1803.554810
	Iteration 0F: 2 clusters Score -173769.5 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 709 members 
Entering Unmasked Estep 
Score: -171564.843750 Penalty: 3607.109619
	Iteration 0F: 3 clusters Score -171564.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -172151.281250 Penalty: 3607.109619
	Iteration 1F: 3 clusters Score -172151.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -172474.984375 Penalty: 3607.109619
	Iteration 2F: 3 clusters Score -172475 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -172726.078125 Penalty: 3607.109619
	Iteration 3F: 3 clusters Score -172726.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -172977.250000 Penalty: 3607.109619
	Iteration 4F: 3 clusters Score -172977.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -173163.671875 Penalty: 3607.109619
	Iteration 5Q: 3 clusters Score -173163.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -173254.875000 Penalty: 3607.109619
	Iteration 6Q: 3 clusters Score -173254.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -173322.734375 Penalty: 3607.109619
	Iteration 7Q: 3 clusters Score -173322.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -173343.437500 Penalty: 3607.109619
	Iteration 8Q: 3 clusters Score -173343.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -173354.953125 Penalty: 3607.109619
	Iteration 9Q: 3 clusters Score -173355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -173359.796875 Penalty: 3607.109619
	Iteration 10Q: 3 clusters Score -173359.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -173360.468750 Penalty: 3607.109619
	Iteration 11Q: 3 clusters Score -173360.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -173360.468750 Penalty: 3607.109619
	Iteration 12F: 3 clusters Score -173360.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (167570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167570 members 
Entering Unmasked Estep 
Score: -22340972.000000 Penalty: 2983.230957
	Iteration 0F: 2 clusters Score -2.234097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83747 members 
Mstep: Class 2 contains 83823 members 
Entering Unmasked Estep 
Score: -22230764.000000 Penalty: 5966.461914
	Iteration 0F: 3 clusters Score -2.223076e+07 nChanged 80166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83941 members 
Mstep: Class 2 contains 83629 members 
Entering Unmasked Estep 
Score: -22276362.000000 Penalty: 5966.461914
	Iteration 1F: 3 clusters Score -2.227636e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84147 members 
Mstep: Class 2 contains 83423 members 
Entering Unmasked Estep 
Score: -22277044.000000 Penalty: 5966.461914
	Iteration 2Q: 3 clusters Score -2.227704e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84478 members 
Mstep: Class 2 contains 83092 members 
Entering Unmasked Estep 
Score: -22277588.000000 Penalty: 5966.461914
	Iteration 3Q: 3 clusters Score -2.227759e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84935 members 
Mstep: Class 2 contains 82635 members 
Entering Unmasked Estep 
Score: -22278224.000000 Penalty: 5966.461914
	Iteration 4Q: 3 clusters Score -2.227822e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85723 members 
Mstep: Class 2 contains 81847 members 
Entering Unmasked Estep 
Score: -22278920.000000 Penalty: 5966.461914
	Iteration 5Q: 3 clusters Score -2.227892e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87068 members 
Mstep: Class 2 contains 80502 members 
Entering Unmasked Estep 
Score: -22279780.000000 Penalty: 5966.461914
	Iteration 6Q: 3 clusters Score -2.227978e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89275 members 
Mstep: Class 2 contains 78295 members 
Entering Unmasked Estep 
Score: -22281350.000000 Penalty: 5966.461914
	Iteration 7Q: 3 clusters Score -2.228135e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92595 members 
Mstep: Class 2 contains 74975 members 
Entering Unmasked Estep 
Score: -22283976.000000 Penalty: 5966.461914
	Iteration 8Q: 3 clusters Score -2.228398e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97479 members 
Mstep: Class 2 contains 70091 members 
Entering Unmasked Estep 
Score: -22288568.000000 Penalty: 5966.461914
	Iteration 9F: 3 clusters Score -2.228857e+07 nChanged 10843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103808 members 
Mstep: Class 2 contains 63762 members 
Entering Unmasked Estep 
Score: -22295126.000000 Penalty: 5966.461914
	Iteration 10F: 3 clusters Score -2.229513e+07 nChanged 11893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111097 members 
Mstep: Class 2 contains 56473 members 
Entering Unmasked Estep 
Score: -22302710.000000 Penalty: 5966.461914
	Iteration 11F: 3 clusters Score -2.230271e+07 nChanged 11337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118370 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -22310320.000000 Penalty: 5966.461914
	Iteration 12F: 3 clusters Score -2.231032e+07 nChanged 9455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124813 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -22317068.000000 Penalty: 5966.461914
	Iteration 13F: 3 clusters Score -2.231707e+07 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130137 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -22323688.000000 Penalty: 5966.461914
	Iteration 14Q: 3 clusters Score -2.232369e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133903 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -22329610.000000 Penalty: 5966.461914
	Iteration 15Q: 3 clusters Score -2.232961e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136171 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -22334224.000000 Penalty: 5966.461914
	Iteration 16Q: 3 clusters Score -2.233422e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137615 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -22336562.000000 Penalty: 5966.461914
	Iteration 17Q: 3 clusters Score -2.233656e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138752 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -22337578.000000 Penalty: 5966.461914
	Iteration 18Q: 3 clusters Score -2.233758e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139810 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -22338304.000000 Penalty: 5966.461914
	Iteration 19Q: 3 clusters Score -2.23383e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140744 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -22338698.000000 Penalty: 5966.461914
	Iteration 20F: 3 clusters Score -2.23387e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141587 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -22339106.000000 Penalty: 5966.461914
	Iteration 21Q: 3 clusters Score -2.233911e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142342 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -22339328.000000 Penalty: 5966.461914
	Iteration 22Q: 3 clusters Score -2.233933e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143084 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -22339540.000000 Penalty: 5966.461914
	Iteration 23Q: 3 clusters Score -2.233954e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143753 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -22339708.000000 Penalty: 5966.461914
	Iteration 24Q: 3 clusters Score -2.233971e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144357 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -22339686.000000 Penalty: 5966.461914
	Iteration 25Q: 3 clusters Score -2.233969e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144936 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -22339804.000000 Penalty: 5966.461914
	Iteration 26Q: 3 clusters Score -2.23398e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145464 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -22339852.000000 Penalty: 5966.461914
	Iteration 27Q: 3 clusters Score -2.233985e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145998 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -22339918.000000 Penalty: 5966.461914
	Iteration 28Q: 3 clusters Score -2.233992e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146500 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -22339936.000000 Penalty: 5966.461914
	Iteration 29Q: 3 clusters Score -2.233994e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146978 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -22339912.000000 Penalty: 5966.461914
	Iteration 30Q: 3 clusters Score -2.233991e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147428 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -22339966.000000 Penalty: 5966.461914
	Iteration 31Q: 3 clusters Score -2.233997e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147821 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -22339956.000000 Penalty: 5966.461914
	Iteration 32Q: 3 clusters Score -2.233996e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148198 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -22339976.000000 Penalty: 5966.461914
	Iteration 33Q: 3 clusters Score -2.233998e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148574 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -22339956.000000 Penalty: 5966.461914
	Iteration 34Q: 3 clusters Score -2.233996e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148968 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -22339986.000000 Penalty: 5966.461914
	Iteration 35Q: 3 clusters Score -2.233999e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149325 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -22339962.000000 Penalty: 5966.461914
	Iteration 36Q: 3 clusters Score -2.233996e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149687 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -22339948.000000 Penalty: 5966.461914
	Iteration 37Q: 3 clusters Score -2.233995e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150006 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -22339942.000000 Penalty: 5966.461914
	Iteration 38Q: 3 clusters Score -2.233994e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150314 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -22339912.000000 Penalty: 5966.461914
	Iteration 39Q: 3 clusters Score -2.233991e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150610 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -22339902.000000 Penalty: 5966.461914
	Iteration 40F: 3 clusters Score -2.23399e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150886 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -22339832.000000 Penalty: 5966.461914
	Iteration 41Q: 3 clusters Score -2.233983e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151156 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -22339842.000000 Penalty: 5966.461914
	Iteration 42Q: 3 clusters Score -2.233984e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151410 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -22339862.000000 Penalty: 5966.461914
	Iteration 43Q: 3 clusters Score -2.233986e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151674 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -22339862.000000 Penalty: 5966.461914
	Iteration 44Q: 3 clusters Score -2.233986e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151914 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -22339838.000000 Penalty: 5966.461914
	Iteration 45Q: 3 clusters Score -2.233984e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152179 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -22339874.000000 Penalty: 5966.461914
	Iteration 46Q: 3 clusters Score -2.233987e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152458 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -22339928.000000 Penalty: 5966.461914
	Iteration 47Q: 3 clusters Score -2.233993e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152717 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -22339854.000000 Penalty: 5966.461914
	Iteration 48Q: 3 clusters Score -2.233985e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152967 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -22339832.000000 Penalty: 5966.461914
	Iteration 49Q: 3 clusters Score -2.233983e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153224 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -22339808.000000 Penalty: 5966.461914
	Iteration 50Q: 3 clusters Score -2.233981e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153447 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -22339808.000000 Penalty: 5966.461914
	Iteration 51Q: 3 clusters Score -2.233981e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153644 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -22339820.000000 Penalty: 5966.461914
	Iteration 52Q: 3 clusters Score -2.233982e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153836 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -22339870.000000 Penalty: 5966.461914
	Iteration 53Q: 3 clusters Score -2.233987e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154015 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -22339896.000000 Penalty: 5966.461914
	Iteration 54Q: 3 clusters Score -2.23399e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154205 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -22339906.000000 Penalty: 5966.461914
	Iteration 55Q: 3 clusters Score -2.233991e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154394 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -22339936.000000 Penalty: 5966.461914
	Iteration 56Q: 3 clusters Score -2.233994e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154567 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -22339946.000000 Penalty: 5966.461914
	Iteration 57Q: 3 clusters Score -2.233995e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154715 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -22339910.000000 Penalty: 5966.461914
	Iteration 58Q: 3 clusters Score -2.233991e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154858 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -22339888.000000 Penalty: 5966.461914
	Iteration 59Q: 3 clusters Score -2.233989e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155013 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -22339898.000000 Penalty: 5966.461914
	Iteration 60F: 3 clusters Score -2.23399e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155160 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -22339866.000000 Penalty: 5966.461914
	Iteration 61Q: 3 clusters Score -2.233987e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155300 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -22339872.000000 Penalty: 5966.461914
	Iteration 62Q: 3 clusters Score -2.233987e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155447 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -22339910.000000 Penalty: 5966.461914
	Iteration 63Q: 3 clusters Score -2.233991e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155590 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -22339870.000000 Penalty: 5966.461914
	Iteration 64Q: 3 clusters Score -2.233987e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155721 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -22339844.000000 Penalty: 5966.461914
	Iteration 65Q: 3 clusters Score -2.233984e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155855 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -22339810.000000 Penalty: 5966.461914
	Iteration 66Q: 3 clusters Score -2.233981e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155989 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -22339870.000000 Penalty: 5966.461914
	Iteration 67Q: 3 clusters Score -2.233987e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156120 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -22339894.000000 Penalty: 5966.461914
	Iteration 68Q: 3 clusters Score -2.233989e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156251 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -22339890.000000 Penalty: 5966.461914
	Iteration 69Q: 3 clusters Score -2.233989e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156376 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -22339856.000000 Penalty: 5966.461914
	Iteration 70Q: 3 clusters Score -2.233986e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156493 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -22339880.000000 Penalty: 5966.461914
	Iteration 71Q: 3 clusters Score -2.233988e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156600 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -22339896.000000 Penalty: 5966.461914
	Iteration 72Q: 3 clusters Score -2.23399e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156717 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -22339884.000000 Penalty: 5966.461914
	Iteration 73Q: 3 clusters Score -2.233988e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156832 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -22339858.000000 Penalty: 5966.461914
	Iteration 74Q: 3 clusters Score -2.233986e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156939 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -22339864.000000 Penalty: 5966.461914
	Iteration 75Q: 3 clusters Score -2.233986e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157030 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -22339876.000000 Penalty: 5966.461914
	Iteration 76Q: 3 clusters Score -2.233988e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157116 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -22339816.000000 Penalty: 5966.461914
	Iteration 77Q: 3 clusters Score -2.233982e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157204 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -22339838.000000 Penalty: 5966.461914
	Iteration 78Q: 3 clusters Score -2.233984e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157304 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -22339838.000000 Penalty: 5966.461914
	Iteration 79Q: 3 clusters Score -2.233984e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157390 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -22339852.000000 Penalty: 5966.461914
	Iteration 80F: 3 clusters Score -2.233985e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157476 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -22339848.000000 Penalty: 5966.461914
	Iteration 81Q: 3 clusters Score -2.233985e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157565 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -22339828.000000 Penalty: 5966.461914
	Iteration 82Q: 3 clusters Score -2.233983e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157652 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -22339866.000000 Penalty: 5966.461914
	Iteration 83Q: 3 clusters Score -2.233987e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157734 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -22339856.000000 Penalty: 5966.461914
	Iteration 84Q: 3 clusters Score -2.233986e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157809 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -22339862.000000 Penalty: 5966.461914
	Iteration 85Q: 3 clusters Score -2.233986e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157892 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -22339838.000000 Penalty: 5966.461914
	Iteration 86Q: 3 clusters Score -2.233984e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157983 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -22339834.000000 Penalty: 5966.461914
	Iteration 87Q: 3 clusters Score -2.233983e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158075 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -22339812.000000 Penalty: 5966.461914
	Iteration 88Q: 3 clusters Score -2.233981e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158156 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -22339806.000000 Penalty: 5966.461914
	Iteration 89Q: 3 clusters Score -2.233981e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158235 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -22339794.000000 Penalty: 5966.461914
	Iteration 90Q: 3 clusters Score -2.233979e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158314 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -22339798.000000 Penalty: 5966.461914
	Iteration 91Q: 3 clusters Score -2.23398e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158376 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -22339814.000000 Penalty: 5966.461914
	Iteration 92Q: 3 clusters Score -2.233981e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158440 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -22339788.000000 Penalty: 5966.461914
	Iteration 93Q: 3 clusters Score -2.233979e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158498 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -22339836.000000 Penalty: 5966.461914
	Iteration 94Q: 3 clusters Score -2.233984e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158560 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -22339820.000000 Penalty: 5966.461914
	Iteration 95Q: 3 clusters Score -2.233982e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158611 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -22339806.000000 Penalty: 5966.461914
	Iteration 96Q: 3 clusters Score -2.233981e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158669 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -22339764.000000 Penalty: 5966.461914
	Iteration 97Q: 3 clusters Score -2.233976e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158732 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -22339734.000000 Penalty: 5966.461914
	Iteration 98Q: 3 clusters Score -2.233973e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158808 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -22339756.000000 Penalty: 5966.461914
	Iteration 99Q: 3 clusters Score -2.233976e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158872 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -22339748.000000 Penalty: 5966.461914
	Iteration 100F: 3 clusters Score -2.233975e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158934 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -22339672.000000 Penalty: 5966.461914
	Iteration 101Q: 3 clusters Score -2.233967e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158999 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -22339662.000000 Penalty: 5966.461914
	Iteration 102Q: 3 clusters Score -2.233966e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159077 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -22339654.000000 Penalty: 5966.461914
	Iteration 103Q: 3 clusters Score -2.233965e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159142 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -22339640.000000 Penalty: 5966.461914
	Iteration 104Q: 3 clusters Score -2.233964e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159202 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -22339650.000000 Penalty: 5966.461914
	Iteration 105Q: 3 clusters Score -2.233965e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159262 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -22339656.000000 Penalty: 5966.461914
	Iteration 106Q: 3 clusters Score -2.233966e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159317 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -22339630.000000 Penalty: 5966.461914
	Iteration 107Q: 3 clusters Score -2.233963e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159382 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -22339618.000000 Penalty: 5966.461914
	Iteration 108Q: 3 clusters Score -2.233962e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159434 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -22339612.000000 Penalty: 5966.461914
	Iteration 109Q: 3 clusters Score -2.233961e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159493 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -22339574.000000 Penalty: 5966.461914
	Iteration 110Q: 3 clusters Score -2.233957e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159558 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -22339578.000000 Penalty: 5966.461914
	Iteration 111Q: 3 clusters Score -2.233958e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159621 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -22339564.000000 Penalty: 5966.461914
	Iteration 112Q: 3 clusters Score -2.233956e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159679 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -22339584.000000 Penalty: 5966.461914
	Iteration 113Q: 3 clusters Score -2.233958e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159740 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -22339606.000000 Penalty: 5966.461914
	Iteration 114Q: 3 clusters Score -2.233961e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159790 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -22339564.000000 Penalty: 5966.461914
	Iteration 115Q: 3 clusters Score -2.233956e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159842 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -22339582.000000 Penalty: 5966.461914
	Iteration 116Q: 3 clusters Score -2.233958e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159909 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -22339592.000000 Penalty: 5966.461914
	Iteration 117Q: 3 clusters Score -2.233959e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159974 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -22339556.000000 Penalty: 5966.461914
	Iteration 118Q: 3 clusters Score -2.233956e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160048 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -22339514.000000 Penalty: 5966.461914
	Iteration 119Q: 3 clusters Score -2.233951e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160129 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -22339496.000000 Penalty: 5966.461914
	Iteration 120F: 3 clusters Score -2.23395e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160210 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -22339486.000000 Penalty: 5966.461914
	Iteration 121Q: 3 clusters Score -2.233949e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160289 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -22339516.000000 Penalty: 5966.461914
	Iteration 122Q: 3 clusters Score -2.233952e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160354 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -22339492.000000 Penalty: 5966.461914
	Iteration 123Q: 3 clusters Score -2.233949e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160409 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -22339484.000000 Penalty: 5966.461914
	Iteration 124Q: 3 clusters Score -2.233948e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160456 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -22339484.000000 Penalty: 5966.461914
	Iteration 125Q: 3 clusters Score -2.233948e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160499 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -22339478.000000 Penalty: 5966.461914
	Iteration 126Q: 3 clusters Score -2.233948e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160537 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -22339442.000000 Penalty: 5966.461914
	Iteration 127Q: 3 clusters Score -2.233944e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160573 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -22339442.000000 Penalty: 5966.461914
	Iteration 128Q: 3 clusters Score -2.233944e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160621 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -22339424.000000 Penalty: 5966.461914
	Iteration 129Q: 3 clusters Score -2.233942e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160667 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -22339456.000000 Penalty: 5966.461914
	Iteration 130Q: 3 clusters Score -2.233946e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160716 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -22339456.000000 Penalty: 5966.461914
	Iteration 131Q: 3 clusters Score -2.233946e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160767 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -22339480.000000 Penalty: 5966.461914
	Iteration 132Q: 3 clusters Score -2.233948e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160812 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -22339484.000000 Penalty: 5966.461914
	Iteration 133Q: 3 clusters Score -2.233948e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160861 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -22339494.000000 Penalty: 5966.461914
	Iteration 134Q: 3 clusters Score -2.233949e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160898 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -22339464.000000 Penalty: 5966.461914
	Iteration 135Q: 3 clusters Score -2.233946e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160947 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -22339446.000000 Penalty: 5966.461914
	Iteration 136Q: 3 clusters Score -2.233945e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160993 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -22339442.000000 Penalty: 5966.461914
	Iteration 137Q: 3 clusters Score -2.233944e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161039 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -22339468.000000 Penalty: 5966.461914
	Iteration 138Q: 3 clusters Score -2.233947e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161082 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -22339458.000000 Penalty: 5966.461914
	Iteration 139Q: 3 clusters Score -2.233946e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161123 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -22339438.000000 Penalty: 5966.461914
	Iteration 140F: 3 clusters Score -2.233944e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161172 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -22339380.000000 Penalty: 5966.461914
	Iteration 141Q: 3 clusters Score -2.233938e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161231 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -22339412.000000 Penalty: 5966.461914
	Iteration 142Q: 3 clusters Score -2.233941e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161288 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -22339424.000000 Penalty: 5966.461914
	Iteration 143Q: 3 clusters Score -2.233942e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161353 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -22339406.000000 Penalty: 5966.461914
	Iteration 144Q: 3 clusters Score -2.233941e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161427 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -22339424.000000 Penalty: 5966.461914
	Iteration 145Q: 3 clusters Score -2.233942e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161498 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -22339386.000000 Penalty: 5966.461914
	Iteration 146Q: 3 clusters Score -2.233939e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161565 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -22339402.000000 Penalty: 5966.461914
	Iteration 147Q: 3 clusters Score -2.23394e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161638 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -22339434.000000 Penalty: 5966.461914
	Iteration 148Q: 3 clusters Score -2.233943e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161711 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -22339432.000000 Penalty: 5966.461914
	Iteration 149Q: 3 clusters Score -2.233943e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161775 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -22339398.000000 Penalty: 5966.461914
	Iteration 150Q: 3 clusters Score -2.23394e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161835 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -22339412.000000 Penalty: 5966.461914
	Iteration 151Q: 3 clusters Score -2.233941e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161893 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -22339404.000000 Penalty: 5966.461914
	Iteration 152Q: 3 clusters Score -2.23394e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161951 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -22339412.000000 Penalty: 5966.461914
	Iteration 153Q: 3 clusters Score -2.233941e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161995 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -22339400.000000 Penalty: 5966.461914
	Iteration 154Q: 3 clusters Score -2.23394e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162032 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -22339422.000000 Penalty: 5966.461914
	Iteration 155Q: 3 clusters Score -2.233942e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162071 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -22339372.000000 Penalty: 5966.461914
	Iteration 156Q: 3 clusters Score -2.233937e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162101 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -22339394.000000 Penalty: 5966.461914
	Iteration 157Q: 3 clusters Score -2.233939e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162134 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -22339394.000000 Penalty: 5966.461914
	Iteration 158Q: 3 clusters Score -2.233939e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162168 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -22339406.000000 Penalty: 5966.461914
	Iteration 159Q: 3 clusters Score -2.233941e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162201 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -22339394.000000 Penalty: 5966.461914
	Iteration 160F: 3 clusters Score -2.233939e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162231 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -22339410.000000 Penalty: 5966.461914
	Iteration 161Q: 3 clusters Score -2.233941e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162259 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -22339394.000000 Penalty: 5966.461914
	Iteration 162Q: 3 clusters Score -2.233939e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162283 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -22339392.000000 Penalty: 5966.461914
	Iteration 163Q: 3 clusters Score -2.233939e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162306 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -22339350.000000 Penalty: 5966.461914
	Iteration 164Q: 3 clusters Score -2.233935e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162338 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -22339352.000000 Penalty: 5966.461914
	Iteration 165Q: 3 clusters Score -2.233935e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162373 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -22339320.000000 Penalty: 5966.461914
	Iteration 166Q: 3 clusters Score -2.233932e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162395 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -22339312.000000 Penalty: 5966.461914
	Iteration 167Q: 3 clusters Score -2.233931e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162422 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -22339320.000000 Penalty: 5966.461914
	Iteration 168Q: 3 clusters Score -2.233932e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162444 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -22339326.000000 Penalty: 5966.461914
	Iteration 169Q: 3 clusters Score -2.233933e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162465 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -22339326.000000 Penalty: 5966.461914
	Iteration 170Q: 3 clusters Score -2.233933e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162492 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -22339332.000000 Penalty: 5966.461914
	Iteration 171Q: 3 clusters Score -2.233933e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162527 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -22339298.000000 Penalty: 5966.461914
	Iteration 172Q: 3 clusters Score -2.23393e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162562 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -22339302.000000 Penalty: 5966.461914
	Iteration 173Q: 3 clusters Score -2.23393e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162597 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -22339286.000000 Penalty: 5966.461914
	Iteration 174Q: 3 clusters Score -2.233929e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162635 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -22339258.000000 Penalty: 5966.461914
	Iteration 175Q: 3 clusters Score -2.233926e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162672 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -22339236.000000 Penalty: 5966.461914
	Iteration 176Q: 3 clusters Score -2.233924e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162707 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -22339258.000000 Penalty: 5966.461914
	Iteration 177Q: 3 clusters Score -2.233926e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162739 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -22339246.000000 Penalty: 5966.461914
	Iteration 178Q: 3 clusters Score -2.233925e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162771 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -22339256.000000 Penalty: 5966.461914
	Iteration 179Q: 3 clusters Score -2.233926e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162806 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -22339252.000000 Penalty: 5966.461914
	Iteration 180F: 3 clusters Score -2.233925e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162841 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -22339268.000000 Penalty: 5966.461914
	Iteration 181Q: 3 clusters Score -2.233927e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162864 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -22339274.000000 Penalty: 5966.461914
	Iteration 182Q: 3 clusters Score -2.233927e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162884 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -22339272.000000 Penalty: 5966.461914
	Iteration 183Q: 3 clusters Score -2.233927e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162900 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -22339274.000000 Penalty: 5966.461914
	Iteration 184Q: 3 clusters Score -2.233927e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162916 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -22339282.000000 Penalty: 5966.461914
	Iteration 185Q: 3 clusters Score -2.233928e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162931 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -22339268.000000 Penalty: 5966.461914
	Iteration 186Q: 3 clusters Score -2.233927e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162948 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -22339278.000000 Penalty: 5966.461914
	Iteration 187Q: 3 clusters Score -2.233928e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162966 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -22339284.000000 Penalty: 5966.461914
	Iteration 188Q: 3 clusters Score -2.233928e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162983 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -22339282.000000 Penalty: 5966.461914
	Iteration 189Q: 3 clusters Score -2.233928e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162997 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -22339270.000000 Penalty: 5966.461914
	Iteration 190Q: 3 clusters Score -2.233927e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163009 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -22339276.000000 Penalty: 5966.461914
	Iteration 191Q: 3 clusters Score -2.233928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163019 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -22339274.000000 Penalty: 5966.461914
	Iteration 192Q: 3 clusters Score -2.233927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163027 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -22339286.000000 Penalty: 5966.461914
	Iteration 193Q: 3 clusters Score -2.233929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163035 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -22339296.000000 Penalty: 5966.461914
	Iteration 194Q: 3 clusters Score -2.23393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163045 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -22339302.000000 Penalty: 5966.461914
	Iteration 195Q: 3 clusters Score -2.23393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163051 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -22339298.000000 Penalty: 5966.461914
	Iteration 196Q: 3 clusters Score -2.23393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163059 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -22339298.000000 Penalty: 5966.461914
	Iteration 197Q: 3 clusters Score -2.23393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163067 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -22339300.000000 Penalty: 5966.461914
	Iteration 198Q: 3 clusters Score -2.23393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163070 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -22339296.000000 Penalty: 5966.461914
	Iteration 199Q: 3 clusters Score -2.23393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163077 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -22339292.000000 Penalty: 5966.461914
	Iteration 200F: 3 clusters Score -2.233929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163081 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -22339300.000000 Penalty: 5966.461914
	Iteration 201Q: 3 clusters Score -2.23393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163084 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -22339314.000000 Penalty: 5966.461914
	Iteration 202Q: 3 clusters Score -2.233931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163090 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -22339298.000000 Penalty: 5966.461914
	Iteration 203Q: 3 clusters Score -2.23393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163094 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -22339310.000000 Penalty: 5966.461914
	Iteration 204Q: 3 clusters Score -2.233931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163098 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -22339296.000000 Penalty: 5966.461914
	Iteration 205Q: 3 clusters Score -2.23393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163106 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -22339300.000000 Penalty: 5966.461914
	Iteration 206Q: 3 clusters Score -2.23393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163114 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -22339308.000000 Penalty: 5966.461914
	Iteration 207Q: 3 clusters Score -2.233931e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163122 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -22339302.000000 Penalty: 5966.461914
	Iteration 208Q: 3 clusters Score -2.23393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163130 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -22339288.000000 Penalty: 5966.461914
	Iteration 209Q: 3 clusters Score -2.233929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163136 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -22339288.000000 Penalty: 5966.461914
	Iteration 210Q: 3 clusters Score -2.233929e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163143 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -22339280.000000 Penalty: 5966.461914
	Iteration 211Q: 3 clusters Score -2.233928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163151 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -22339288.000000 Penalty: 5966.461914
	Iteration 212Q: 3 clusters Score -2.233929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163160 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -22339284.000000 Penalty: 5966.461914
	Iteration 213Q: 3 clusters Score -2.233928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163168 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -22339280.000000 Penalty: 5966.461914
	Iteration 214Q: 3 clusters Score -2.233928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163170 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -22339278.000000 Penalty: 5966.461914
	Iteration 215Q: 3 clusters Score -2.233928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163173 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -22339282.000000 Penalty: 5966.461914
	Iteration 216Q: 3 clusters Score -2.233928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163175 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -22339266.000000 Penalty: 5966.461914
	Iteration 217Q: 3 clusters Score -2.233927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163177 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -22339270.000000 Penalty: 5966.461914
	Iteration 218Q: 3 clusters Score -2.233927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163181 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -22339268.000000 Penalty: 5966.461914
	Iteration 219Q: 3 clusters Score -2.233927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163185 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -22339278.000000 Penalty: 5966.461914
	Iteration 220F: 3 clusters Score -2.233928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163188 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -22339266.000000 Penalty: 5966.461914
	Iteration 221Q: 3 clusters Score -2.233927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163191 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -22339272.000000 Penalty: 5966.461914
	Iteration 222Q: 3 clusters Score -2.233927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163193 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -22339268.000000 Penalty: 5966.461914
	Iteration 223Q: 3 clusters Score -2.233927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163195 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -22339254.000000 Penalty: 5966.461914
	Iteration 224Q: 3 clusters Score -2.233925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163196 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -22339264.000000 Penalty: 5966.461914
	Iteration 225Q: 3 clusters Score -2.233926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163197 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -22339258.000000 Penalty: 5966.461914
	Iteration 226Q: 3 clusters Score -2.233926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163200 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -22339272.000000 Penalty: 5966.461914
	Iteration 227Q: 3 clusters Score -2.233927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163205 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -22339278.000000 Penalty: 5966.461914
	Iteration 228Q: 3 clusters Score -2.233928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163213 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -22339248.000000 Penalty: 5966.461914
	Iteration 229Q: 3 clusters Score -2.233925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163221 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -22339250.000000 Penalty: 5966.461914
	Iteration 230Q: 3 clusters Score -2.233925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163226 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -22339246.000000 Penalty: 5966.461914
	Iteration 231Q: 3 clusters Score -2.233925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163232 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -22339260.000000 Penalty: 5966.461914
	Iteration 232Q: 3 clusters Score -2.233926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163242 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -22339258.000000 Penalty: 5966.461914
	Iteration 233Q: 3 clusters Score -2.233926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163258 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -22339246.000000 Penalty: 5966.461914
	Iteration 234Q: 3 clusters Score -2.233925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163269 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -22339214.000000 Penalty: 5966.461914
	Iteration 235Q: 3 clusters Score -2.233921e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163286 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -22339228.000000 Penalty: 5966.461914
	Iteration 236Q: 3 clusters Score -2.233923e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163301 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -22339224.000000 Penalty: 5966.461914
	Iteration 237Q: 3 clusters Score -2.233922e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163318 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -22339210.000000 Penalty: 5966.461914
	Iteration 238Q: 3 clusters Score -2.233921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163327 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -22339210.000000 Penalty: 5966.461914
	Iteration 239Q: 3 clusters Score -2.233921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163330 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -22339230.000000 Penalty: 5966.461914
	Iteration 240F: 3 clusters Score -2.233923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163332 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -22339232.000000 Penalty: 5966.461914
	Iteration 241Q: 3 clusters Score -2.233923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163334 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -22339232.000000 Penalty: 5966.461914
	Iteration 242Q: 3 clusters Score -2.233923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163337 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -22339226.000000 Penalty: 5966.461914
	Iteration 243Q: 3 clusters Score -2.233923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163338 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -22339224.000000 Penalty: 5966.461914
	Iteration 244Q: 3 clusters Score -2.233922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163338 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -22339224.000000 Penalty: 5966.461914
	Iteration 245F: 3 clusters Score -2.233922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (150007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150007 members 
Entering Unmasked Estep 
Score: -19940070.000000 Penalty: 2955.772461
	Iteration 0F: 2 clusters Score -1.994007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74937 members 
Mstep: Class 2 contains 75070 members 
Entering Unmasked Estep 
Score: -19840148.000000 Penalty: 5911.544922
	Iteration 0F: 3 clusters Score -1.984015e+07 nChanged 71496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72575 members 
Mstep: Class 2 contains 77432 members 
Entering Unmasked Estep 
Score: -19881312.000000 Penalty: 5911.544922
	Iteration 1F: 3 clusters Score -1.988131e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71059 members 
Mstep: Class 2 contains 78948 members 
Entering Unmasked Estep 
Score: -19882308.000000 Penalty: 5911.544922
	Iteration 2Q: 3 clusters Score -1.988231e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68749 members 
Mstep: Class 2 contains 81258 members 
Entering Unmasked Estep 
Score: -19883550.000000 Penalty: 5911.544922
	Iteration 3Q: 3 clusters Score -1.988355e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65360 members 
Mstep: Class 2 contains 84647 members 
Entering Unmasked Estep 
Score: -19885268.000000 Penalty: 5911.544922
	Iteration 4Q: 3 clusters Score -1.988527e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60492 members 
Mstep: Class 2 contains 89515 members 
Entering Unmasked Estep 
Score: -19887742.000000 Penalty: 5911.544922
	Iteration 5Q: 3 clusters Score -1.988774e+07 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53791 members 
Mstep: Class 2 contains 96216 members 
Entering Unmasked Estep 
Score: -19891838.000000 Penalty: 5911.544922
	Iteration 6F: 3 clusters Score -1.989184e+07 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 104864 members 
Entering Unmasked Estep 
Score: -19897818.000000 Penalty: 5911.544922
	Iteration 7F: 3 clusters Score -1.989782e+07 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 114936 members 
Entering Unmasked Estep 
Score: -19905820.000000 Penalty: 5911.544922
	Iteration 8F: 3 clusters Score -1.990582e+07 nChanged 10567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 125295 members 
Entering Unmasked Estep 
Score: -19915292.000000 Penalty: 5911.544922
	Iteration 9F: 3 clusters Score -1.991529e+07 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 134100 members 
Entering Unmasked Estep 
Score: -19923650.000000 Penalty: 5911.544922
	Iteration 10F: 3 clusters Score -1.992365e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 140551 members 
Entering Unmasked Estep 
Score: -19929650.000000 Penalty: 5911.544922
	Iteration 11Q: 3 clusters Score -1.992965e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 144597 members 
Entering Unmasked Estep 
Score: -19933372.000000 Penalty: 5911.544922
	Iteration 12Q: 3 clusters Score -1.993337e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 146958 members 
Entering Unmasked Estep 
Score: -19935352.000000 Penalty: 5911.544922
	Iteration 13Q: 3 clusters Score -1.993535e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 148253 members 
Entering Unmasked Estep 
Score: -19936448.000000 Penalty: 5911.544922
	Iteration 14Q: 3 clusters Score -1.993645e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 148916 members 
Entering Unmasked Estep 
Score: -19937028.000000 Penalty: 5911.544922
	Iteration 15Q: 3 clusters Score -1.993703e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 149268 members 
Entering Unmasked Estep 
Score: -19937204.000000 Penalty: 5911.544922
	Iteration 16Q: 3 clusters Score -1.99372e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 149434 members 
Entering Unmasked Estep 
Score: -19937352.000000 Penalty: 5911.544922
	Iteration 17Q: 3 clusters Score -1.993735e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 149517 members 
Entering Unmasked Estep 
Score: -19937434.000000 Penalty: 5911.544922
	Iteration 18Q: 3 clusters Score -1.993743e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 149561 members 
Entering Unmasked Estep 
Score: -19937486.000000 Penalty: 5911.544922
	Iteration 19Q: 3 clusters Score -1.993749e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 149587 members 
Entering Unmasked Estep 
Score: -19937538.000000 Penalty: 5911.544922
	Iteration 20F: 3 clusters Score -1.993754e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 149600 members 
Entering Unmasked Estep 
Score: -19937540.000000 Penalty: 5911.544922
	Iteration 21Q: 3 clusters Score -1.993754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 149607 members 
Entering Unmasked Estep 
Score: -19937538.000000 Penalty: 5911.544922
	Iteration 22Q: 3 clusters Score -1.993754e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 149616 members 
Entering Unmasked Estep 
Score: -19937560.000000 Penalty: 5911.544922
	Iteration 23Q: 3 clusters Score -1.993756e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 149625 members 
Entering Unmasked Estep 
Score: -19937558.000000 Penalty: 5911.544922
	Iteration 24Q: 3 clusters Score -1.993756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 149630 members 
Entering Unmasked Estep 
Score: -19937572.000000 Penalty: 5911.544922
	Iteration 25Q: 3 clusters Score -1.993757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 149638 members 
Entering Unmasked Estep 
Score: -19937588.000000 Penalty: 5911.544922
	Iteration 26Q: 3 clusters Score -1.993759e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 149646 members 
Entering Unmasked Estep 
Score: -19937600.000000 Penalty: 5911.544922
	Iteration 27Q: 3 clusters Score -1.99376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 149652 members 
Entering Unmasked Estep 
Score: -19937602.000000 Penalty: 5911.544922
	Iteration 28Q: 3 clusters Score -1.99376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 149658 members 
Entering Unmasked Estep 
Score: -19937608.000000 Penalty: 5911.544922
	Iteration 29Q: 3 clusters Score -1.993761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 149660 members 
Entering Unmasked Estep 
Score: -19937616.000000 Penalty: 5911.544922
	Iteration 30Q: 3 clusters Score -1.993762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 149662 members 
Entering Unmasked Estep 
Score: -19937616.000000 Penalty: 5911.544922
	Iteration 31Q: 3 clusters Score -1.993762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 149664 members 
Entering Unmasked Estep 
Score: -19937624.000000 Penalty: 5911.544922
	Iteration 32Q: 3 clusters Score -1.993762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 149665 members 
Entering Unmasked Estep 
Score: -19937628.000000 Penalty: 5911.544922
	Iteration 33Q: 3 clusters Score -1.993763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 149666 members 
Entering Unmasked Estep 
Score: -19937626.000000 Penalty: 5911.544922
	Iteration 34Q: 3 clusters Score -1.993763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 149666 members 
Entering Unmasked Estep 
Score: -19937626.000000 Penalty: 5911.544922
	Iteration 35F: 3 clusters Score -1.993763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (147244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147244 members 
Entering Unmasked Estep 
Score: -19727280.000000 Penalty: 2951.161865
	Iteration 0F: 2 clusters Score -1.972728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73410 members 
Mstep: Class 2 contains 73834 members 
Entering Unmasked Estep 
Score: -19629980.000000 Penalty: 5902.323730
	Iteration 0F: 3 clusters Score -1.962998e+07 nChanged 70116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68716 members 
Mstep: Class 2 contains 78528 members 
Entering Unmasked Estep 
Score: -19671158.000000 Penalty: 5902.323730
	Iteration 1F: 3 clusters Score -1.967116e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65099 members 
Mstep: Class 2 contains 82145 members 
Entering Unmasked Estep 
Score: -19673822.000000 Penalty: 5902.323730
	Iteration 2Q: 3 clusters Score -1.967382e+07 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59632 members 
Mstep: Class 2 contains 87612 members 
Entering Unmasked Estep 
Score: -19678156.000000 Penalty: 5902.323730
	Iteration 3F: 3 clusters Score -1.967816e+07 nChanged 10725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 95251 members 
Entering Unmasked Estep 
Score: -19685422.000000 Penalty: 5902.323730
	Iteration 4F: 3 clusters Score -1.968542e+07 nChanged 12066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 104289 members 
Entering Unmasked Estep 
Score: -19694754.000000 Penalty: 5902.323730
	Iteration 5F: 3 clusters Score -1.969475e+07 nChanged 11492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 113289 members 
Entering Unmasked Estep 
Score: -19704272.000000 Penalty: 5902.323730
	Iteration 6F: 3 clusters Score -1.970427e+07 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 120585 members 
Entering Unmasked Estep 
Score: -19712250.000000 Penalty: 5902.323730
	Iteration 7F: 3 clusters Score -1.971225e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 125455 members 
Entering Unmasked Estep 
Score: -19717728.000000 Penalty: 5902.323730
	Iteration 8Q: 3 clusters Score -1.971773e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 128385 members 
Entering Unmasked Estep 
Score: -19720358.000000 Penalty: 5902.323730
	Iteration 9Q: 3 clusters Score -1.972036e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 130386 members 
Entering Unmasked Estep 
Score: -19721522.000000 Penalty: 5902.323730
	Iteration 10Q: 3 clusters Score -1.972152e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 131992 members 
Entering Unmasked Estep 
Score: -19722200.000000 Penalty: 5902.323730
	Iteration 11Q: 3 clusters Score -1.97222e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 133339 members 
Entering Unmasked Estep 
Score: -19722674.000000 Penalty: 5902.323730
	Iteration 12Q: 3 clusters Score -1.972267e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 134546 members 
Entering Unmasked Estep 
Score: -19722996.000000 Penalty: 5902.323730
	Iteration 13Q: 3 clusters Score -1.9723e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 135634 members 
Entering Unmasked Estep 
Score: -19723300.000000 Penalty: 5902.323730
	Iteration 14Q: 3 clusters Score -1.97233e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 136601 members 
Entering Unmasked Estep 
Score: -19723664.000000 Penalty: 5902.323730
	Iteration 15Q: 3 clusters Score -1.972366e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 137537 members 
Entering Unmasked Estep 
Score: -19723854.000000 Penalty: 5902.323730
	Iteration 16Q: 3 clusters Score -1.972385e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 138320 members 
Entering Unmasked Estep 
Score: -19724066.000000 Penalty: 5902.323730
	Iteration 17Q: 3 clusters Score -1.972407e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 139021 members 
Entering Unmasked Estep 
Score: -19724240.000000 Penalty: 5902.323730
	Iteration 18Q: 3 clusters Score -1.972424e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 139671 members 
Entering Unmasked Estep 
Score: -19724458.000000 Penalty: 5902.323730
	Iteration 19Q: 3 clusters Score -1.972446e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 140265 members 
Entering Unmasked Estep 
Score: -19724584.000000 Penalty: 5902.323730
	Iteration 20F: 3 clusters Score -1.972458e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 140807 members 
Entering Unmasked Estep 
Score: -19724746.000000 Penalty: 5902.323730
	Iteration 21Q: 3 clusters Score -1.972475e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 141323 members 
Entering Unmasked Estep 
Score: -19724852.000000 Penalty: 5902.323730
	Iteration 22Q: 3 clusters Score -1.972485e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 141727 members 
Entering Unmasked Estep 
Score: -19724902.000000 Penalty: 5902.323730
	Iteration 23Q: 3 clusters Score -1.97249e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 142083 members 
Entering Unmasked Estep 
Score: -19725112.000000 Penalty: 5902.323730
	Iteration 24Q: 3 clusters Score -1.972511e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 142351 members 
Entering Unmasked Estep 
Score: -19725170.000000 Penalty: 5902.323730
	Iteration 25Q: 3 clusters Score -1.972517e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 142583 members 
Entering Unmasked Estep 
Score: -19725220.000000 Penalty: 5902.323730
	Iteration 26Q: 3 clusters Score -1.972522e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 142785 members 
Entering Unmasked Estep 
Score: -19725294.000000 Penalty: 5902.323730
	Iteration 27Q: 3 clusters Score -1.972529e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 142973 members 
Entering Unmasked Estep 
Score: -19725342.000000 Penalty: 5902.323730
	Iteration 28Q: 3 clusters Score -1.972534e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 143143 members 
Entering Unmasked Estep 
Score: -19725348.000000 Penalty: 5902.323730
	Iteration 29Q: 3 clusters Score -1.972535e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 143310 members 
Entering Unmasked Estep 
Score: -19725368.000000 Penalty: 5902.323730
	Iteration 30Q: 3 clusters Score -1.972537e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 143451 members 
Entering Unmasked Estep 
Score: -19725450.000000 Penalty: 5902.323730
	Iteration 31Q: 3 clusters Score -1.972545e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 143589 members 
Entering Unmasked Estep 
Score: -19725442.000000 Penalty: 5902.323730
	Iteration 32Q: 3 clusters Score -1.972544e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 143712 members 
Entering Unmasked Estep 
Score: -19725412.000000 Penalty: 5902.323730
	Iteration 33Q: 3 clusters Score -1.972541e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 143822 members 
Entering Unmasked Estep 
Score: -19725462.000000 Penalty: 5902.323730
	Iteration 34Q: 3 clusters Score -1.972546e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 143912 members 
Entering Unmasked Estep 
Score: -19725442.000000 Penalty: 5902.323730
	Iteration 35Q: 3 clusters Score -1.972544e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 143995 members 
Entering Unmasked Estep 
Score: -19725490.000000 Penalty: 5902.323730
	Iteration 36Q: 3 clusters Score -1.972549e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 144066 members 
Entering Unmasked Estep 
Score: -19725494.000000 Penalty: 5902.323730
	Iteration 37Q: 3 clusters Score -1.972549e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 144131 members 
Entering Unmasked Estep 
Score: -19725532.000000 Penalty: 5902.323730
	Iteration 38Q: 3 clusters Score -1.972553e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 144180 members 
Entering Unmasked Estep 
Score: -19725516.000000 Penalty: 5902.323730
	Iteration 39Q: 3 clusters Score -1.972552e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 144237 members 
Entering Unmasked Estep 
Score: -19725546.000000 Penalty: 5902.323730
	Iteration 40F: 3 clusters Score -1.972555e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 144280 members 
Entering Unmasked Estep 
Score: -19725530.000000 Penalty: 5902.323730
	Iteration 41Q: 3 clusters Score -1.972553e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 144320 members 
Entering Unmasked Estep 
Score: -19725518.000000 Penalty: 5902.323730
	Iteration 42Q: 3 clusters Score -1.972552e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 144358 members 
Entering Unmasked Estep 
Score: -19725524.000000 Penalty: 5902.323730
	Iteration 43Q: 3 clusters Score -1.972552e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 144395 members 
Entering Unmasked Estep 
Score: -19725532.000000 Penalty: 5902.323730
	Iteration 44Q: 3 clusters Score -1.972553e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 144431 members 
Entering Unmasked Estep 
Score: -19725528.000000 Penalty: 5902.323730
	Iteration 45Q: 3 clusters Score -1.972553e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 144465 members 
Entering Unmasked Estep 
Score: -19725544.000000 Penalty: 5902.323730
	Iteration 46Q: 3 clusters Score -1.972554e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 144503 members 
Entering Unmasked Estep 
Score: -19725534.000000 Penalty: 5902.323730
	Iteration 47Q: 3 clusters Score -1.972553e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 144543 members 
Entering Unmasked Estep 
Score: -19725536.000000 Penalty: 5902.323730
	Iteration 48Q: 3 clusters Score -1.972554e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 144576 members 
Entering Unmasked Estep 
Score: -19725546.000000 Penalty: 5902.323730
	Iteration 49Q: 3 clusters Score -1.972555e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 144611 members 
Entering Unmasked Estep 
Score: -19725528.000000 Penalty: 5902.323730
	Iteration 50Q: 3 clusters Score -1.972553e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 144640 members 
Entering Unmasked Estep 
Score: -19725530.000000 Penalty: 5902.323730
	Iteration 51Q: 3 clusters Score -1.972553e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 144659 members 
Entering Unmasked Estep 
Score: -19725540.000000 Penalty: 5902.323730
	Iteration 52Q: 3 clusters Score -1.972554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 144672 members 
Entering Unmasked Estep 
Score: -19725544.000000 Penalty: 5902.323730
	Iteration 53Q: 3 clusters Score -1.972554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 144688 members 
Entering Unmasked Estep 
Score: -19725546.000000 Penalty: 5902.323730
	Iteration 54Q: 3 clusters Score -1.972555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 144698 members 
Entering Unmasked Estep 
Score: -19725546.000000 Penalty: 5902.323730
	Iteration 55Q: 3 clusters Score -1.972555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 144706 members 
Entering Unmasked Estep 
Score: -19725550.000000 Penalty: 5902.323730
	Iteration 56Q: 3 clusters Score -1.972555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 144714 members 
Entering Unmasked Estep 
Score: -19725564.000000 Penalty: 5902.323730
	Iteration 57Q: 3 clusters Score -1.972556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 144721 members 
Entering Unmasked Estep 
Score: -19725552.000000 Penalty: 5902.323730
	Iteration 58Q: 3 clusters Score -1.972555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 144728 members 
Entering Unmasked Estep 
Score: -19725548.000000 Penalty: 5902.323730
	Iteration 59Q: 3 clusters Score -1.972555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 144734 members 
Entering Unmasked Estep 
Score: -19725556.000000 Penalty: 5902.323730
	Iteration 60F: 3 clusters Score -1.972556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 144738 members 
Entering Unmasked Estep 
Score: -19725560.000000 Penalty: 5902.323730
	Iteration 61Q: 3 clusters Score -1.972556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 144740 members 
Entering Unmasked Estep 
Score: -19725564.000000 Penalty: 5902.323730
	Iteration 62Q: 3 clusters Score -1.972556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 144745 members 
Entering Unmasked Estep 
Score: -19725560.000000 Penalty: 5902.323730
	Iteration 63Q: 3 clusters Score -1.972556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 144751 members 
Entering Unmasked Estep 
Score: -19725556.000000 Penalty: 5902.323730
	Iteration 64Q: 3 clusters Score -1.972556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 144754 members 
Entering Unmasked Estep 
Score: -19725544.000000 Penalty: 5902.323730
	Iteration 65Q: 3 clusters Score -1.972554e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 144765 members 
Entering Unmasked Estep 
Score: -19725550.000000 Penalty: 5902.323730
	Iteration 66Q: 3 clusters Score -1.972555e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 144781 members 
Entering Unmasked Estep 
Score: -19725536.000000 Penalty: 5902.323730
	Iteration 67Q: 3 clusters Score -1.972554e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 144803 members 
Entering Unmasked Estep 
Score: -19725538.000000 Penalty: 5902.323730
	Iteration 68Q: 3 clusters Score -1.972554e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 144820 members 
Entering Unmasked Estep 
Score: -19725574.000000 Penalty: 5902.323730
	Iteration 69Q: 3 clusters Score -1.972557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 144834 members 
Entering Unmasked Estep 
Score: -19725574.000000 Penalty: 5902.323730
	Iteration 70Q: 3 clusters Score -1.972557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 144841 members 
Entering Unmasked Estep 
Score: -19725574.000000 Penalty: 5902.323730
	Iteration 71Q: 3 clusters Score -1.972557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 144843 members 
Entering Unmasked Estep 
Score: -19725568.000000 Penalty: 5902.323730
	Iteration 72Q: 3 clusters Score -1.972557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 144844 members 
Entering Unmasked Estep 
Score: -19725574.000000 Penalty: 5902.323730
	Iteration 73Q: 3 clusters Score -1.972557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 144844 members 
Entering Unmasked Estep 
Score: -19725574.000000 Penalty: 5902.323730
	Iteration 74F: 3 clusters Score -1.972557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (160401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160401 members 
Entering Unmasked Estep 
Score: -21269800.000000 Penalty: 2972.387207
	Iteration 0F: 2 clusters Score -2.12698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80043 members 
Mstep: Class 2 contains 80358 members 
Entering Unmasked Estep 
Score: -21164004.000000 Penalty: 5944.774414
	Iteration 0F: 3 clusters Score -2.1164e+07 nChanged 76828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76223 members 
Mstep: Class 2 contains 84178 members 
Entering Unmasked Estep 
Score: -21209198.000000 Penalty: 5944.774414
	Iteration 1F: 3 clusters Score -2.12092e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73931 members 
Mstep: Class 2 contains 86470 members 
Entering Unmasked Estep 
Score: -21210578.000000 Penalty: 5944.774414
	Iteration 2Q: 3 clusters Score -2.121058e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70504 members 
Mstep: Class 2 contains 89897 members 
Entering Unmasked Estep 
Score: -21212362.000000 Penalty: 5944.774414
	Iteration 3Q: 3 clusters Score -2.121236e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65668 members 
Mstep: Class 2 contains 94733 members 
Entering Unmasked Estep 
Score: -21215136.000000 Penalty: 5944.774414
	Iteration 4Q: 3 clusters Score -2.121514e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58846 members 
Mstep: Class 2 contains 101555 members 
Entering Unmasked Estep 
Score: -21219436.000000 Penalty: 5944.774414
	Iteration 5F: 3 clusters Score -2.121944e+07 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 110193 members 
Entering Unmasked Estep 
Score: -21225960.000000 Penalty: 5944.774414
	Iteration 6F: 3 clusters Score -2.122596e+07 nChanged 10909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 120188 members 
Entering Unmasked Estep 
Score: -21234888.000000 Penalty: 5944.774414
	Iteration 7F: 3 clusters Score -2.123489e+07 nChanged 10600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 129940 members 
Entering Unmasked Estep 
Score: -21244642.000000 Penalty: 5944.774414
	Iteration 8F: 3 clusters Score -2.124464e+07 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 137418 members 
Entering Unmasked Estep 
Score: -21252086.000000 Penalty: 5944.774414
	Iteration 9F: 3 clusters Score -2.125209e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 142477 members 
Entering Unmasked Estep 
Score: -21256804.000000 Penalty: 5944.774414
	Iteration 10Q: 3 clusters Score -2.12568e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 145986 members 
Entering Unmasked Estep 
Score: -21259480.000000 Penalty: 5944.774414
	Iteration 11Q: 3 clusters Score -2.125948e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 148767 members 
Entering Unmasked Estep 
Score: -21261576.000000 Penalty: 5944.774414
	Iteration 12Q: 3 clusters Score -2.126158e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 150975 members 
Entering Unmasked Estep 
Score: -21263148.000000 Penalty: 5944.774414
	Iteration 13Q: 3 clusters Score -2.126315e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 152677 members 
Entering Unmasked Estep 
Score: -21264218.000000 Penalty: 5944.774414
	Iteration 14Q: 3 clusters Score -2.126422e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 154040 members 
Entering Unmasked Estep 
Score: -21265034.000000 Penalty: 5944.774414
	Iteration 15Q: 3 clusters Score -2.126503e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 155171 members 
Entering Unmasked Estep 
Score: -21265650.000000 Penalty: 5944.774414
	Iteration 16Q: 3 clusters Score -2.126565e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 156019 members 
Entering Unmasked Estep 
Score: -21266018.000000 Penalty: 5944.774414
	Iteration 17Q: 3 clusters Score -2.126602e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 156708 members 
Entering Unmasked Estep 
Score: -21266286.000000 Penalty: 5944.774414
	Iteration 18Q: 3 clusters Score -2.126629e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 157233 members 
Entering Unmasked Estep 
Score: -21266440.000000 Penalty: 5944.774414
	Iteration 19Q: 3 clusters Score -2.126644e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 157676 members 
Entering Unmasked Estep 
Score: -21266572.000000 Penalty: 5944.774414
	Iteration 20F: 3 clusters Score -2.126657e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 158016 members 
Entering Unmasked Estep 
Score: -21266696.000000 Penalty: 5944.774414
	Iteration 21Q: 3 clusters Score -2.12667e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 158276 members 
Entering Unmasked Estep 
Score: -21266792.000000 Penalty: 5944.774414
	Iteration 22Q: 3 clusters Score -2.126679e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 158499 members 
Entering Unmasked Estep 
Score: -21266870.000000 Penalty: 5944.774414
	Iteration 23Q: 3 clusters Score -2.126687e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 158680 members 
Entering Unmasked Estep 
Score: -21266982.000000 Penalty: 5944.774414
	Iteration 24Q: 3 clusters Score -2.126698e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 158809 members 
Entering Unmasked Estep 
Score: -21267038.000000 Penalty: 5944.774414
	Iteration 25Q: 3 clusters Score -2.126704e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 158924 members 
Entering Unmasked Estep 
Score: -21267060.000000 Penalty: 5944.774414
	Iteration 26Q: 3 clusters Score -2.126706e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 159018 members 
Entering Unmasked Estep 
Score: -21267144.000000 Penalty: 5944.774414
	Iteration 27Q: 3 clusters Score -2.126714e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 159090 members 
Entering Unmasked Estep 
Score: -21267156.000000 Penalty: 5944.774414
	Iteration 28Q: 3 clusters Score -2.126716e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 159143 members 
Entering Unmasked Estep 
Score: -21267164.000000 Penalty: 5944.774414
	Iteration 29Q: 3 clusters Score -2.126716e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 159177 members 
Entering Unmasked Estep 
Score: -21267220.000000 Penalty: 5944.774414
	Iteration 30Q: 3 clusters Score -2.126722e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 159215 members 
Entering Unmasked Estep 
Score: -21267224.000000 Penalty: 5944.774414
	Iteration 31Q: 3 clusters Score -2.126722e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 159243 members 
Entering Unmasked Estep 
Score: -21267244.000000 Penalty: 5944.774414
	Iteration 32Q: 3 clusters Score -2.126724e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 159265 members 
Entering Unmasked Estep 
Score: -21267240.000000 Penalty: 5944.774414
	Iteration 33Q: 3 clusters Score -2.126724e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 159288 members 
Entering Unmasked Estep 
Score: -21267266.000000 Penalty: 5944.774414
	Iteration 34Q: 3 clusters Score -2.126727e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 159301 members 
Entering Unmasked Estep 
Score: -21267284.000000 Penalty: 5944.774414
	Iteration 35Q: 3 clusters Score -2.126728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 159311 members 
Entering Unmasked Estep 
Score: -21267282.000000 Penalty: 5944.774414
	Iteration 36Q: 3 clusters Score -2.126728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 159318 members 
Entering Unmasked Estep 
Score: -21267294.000000 Penalty: 5944.774414
	Iteration 37Q: 3 clusters Score -2.126729e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 159328 members 
Entering Unmasked Estep 
Score: -21267294.000000 Penalty: 5944.774414
	Iteration 38Q: 3 clusters Score -2.126729e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 159340 members 
Entering Unmasked Estep 
Score: -21267302.000000 Penalty: 5944.774414
	Iteration 39Q: 3 clusters Score -2.12673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 159346 members 
Entering Unmasked Estep 
Score: -21267328.000000 Penalty: 5944.774414
	Iteration 40F: 3 clusters Score -2.126733e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 159354 members 
Entering Unmasked Estep 
Score: -21267314.000000 Penalty: 5944.774414
	Iteration 41Q: 3 clusters Score -2.126731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 159361 members 
Entering Unmasked Estep 
Score: -21267338.000000 Penalty: 5944.774414
	Iteration 42Q: 3 clusters Score -2.126734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 159367 members 
Entering Unmasked Estep 
Score: -21267330.000000 Penalty: 5944.774414
	Iteration 43Q: 3 clusters Score -2.126733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 159371 members 
Entering Unmasked Estep 
Score: -21267338.000000 Penalty: 5944.774414
	Iteration 44Q: 3 clusters Score -2.126734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 159374 members 
Entering Unmasked Estep 
Score: -21267342.000000 Penalty: 5944.774414
	Iteration 45Q: 3 clusters Score -2.126734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 159377 members 
Entering Unmasked Estep 
Score: -21267344.000000 Penalty: 5944.774414
	Iteration 46Q: 3 clusters Score -2.126734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 159380 members 
Entering Unmasked Estep 
Score: -21267344.000000 Penalty: 5944.774414
	Iteration 47Q: 3 clusters Score -2.126734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 159382 members 
Entering Unmasked Estep 
Score: -21267344.000000 Penalty: 5944.774414
	Iteration 48Q: 3 clusters Score -2.126734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 159380 members 
Entering Unmasked Estep 
Score: -21267342.000000 Penalty: 5944.774414
	Iteration 49Q: 3 clusters Score -2.126734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 159380 members 
Entering Unmasked Estep 
Score: -21267342.000000 Penalty: 5944.774414
	Iteration 50F: 3 clusters Score -2.126734e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Entering Unmasked Estep 
Score: -379653.125000 Penalty: 1972.684326
	Iteration 0F: 2 clusters Score -379653.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -376480.343750 Penalty: 3945.368652
	Iteration 0F: 3 clusters Score -376480.3 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -377122.906250 Penalty: 3945.368652
	Iteration 1F: 3 clusters Score -377122.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -377288.406250 Penalty: 3945.368652
	Iteration 2F: 3 clusters Score -377288.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -377438.937500 Penalty: 3945.368652
	Iteration 3F: 3 clusters Score -377438.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -377590.687500 Penalty: 3945.368652
	Iteration 4Q: 3 clusters Score -377590.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -377771.250000 Penalty: 3945.368652
	Iteration 5Q: 3 clusters Score -377771.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -377962.156250 Penalty: 3945.368652
	Iteration 6Q: 3 clusters Score -377962.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -378152.312500 Penalty: 3945.368652
	Iteration 7Q: 3 clusters Score -378152.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -378282.812500 Penalty: 3945.368652
	Iteration 8Q: 3 clusters Score -378282.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -378367.250000 Penalty: 3945.368652
	Iteration 9Q: 3 clusters Score -378367.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -378422.093750 Penalty: 3945.368652
	Iteration 10Q: 3 clusters Score -378422.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -378464.312500 Penalty: 3945.368652
	Iteration 11Q: 3 clusters Score -378464.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -378488.843750 Penalty: 3945.368652
	Iteration 12Q: 3 clusters Score -378488.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -378517.562500 Penalty: 3945.368652
	Iteration 13Q: 3 clusters Score -378517.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -378541.031250 Penalty: 3945.368652
	Iteration 14Q: 3 clusters Score -378541 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -378565.531250 Penalty: 3945.368652
	Iteration 15Q: 3 clusters Score -378565.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -378583.343750 Penalty: 3945.368652
	Iteration 16Q: 3 clusters Score -378583.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -378595.687500 Penalty: 3945.368652
	Iteration 17Q: 3 clusters Score -378595.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -378607.468750 Penalty: 3945.368652
	Iteration 18Q: 3 clusters Score -378607.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -378613.687500 Penalty: 3945.368652
	Iteration 19Q: 3 clusters Score -378613.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -378620.625000 Penalty: 3945.368652
	Iteration 20F: 3 clusters Score -378620.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -378629.031250 Penalty: 3945.368652
	Iteration 21Q: 3 clusters Score -378629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -378637.781250 Penalty: 3945.368652
	Iteration 22Q: 3 clusters Score -378637.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -378644.562500 Penalty: 3945.368652
	Iteration 23Q: 3 clusters Score -378644.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -378652.187500 Penalty: 3945.368652
	Iteration 24Q: 3 clusters Score -378652.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -378658.281250 Penalty: 3945.368652
	Iteration 25Q: 3 clusters Score -378658.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -378663.218750 Penalty: 3945.368652
	Iteration 26Q: 3 clusters Score -378663.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -378669.593750 Penalty: 3945.368652
	Iteration 27Q: 3 clusters Score -378669.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -378674.343750 Penalty: 3945.368652
	Iteration 28Q: 3 clusters Score -378674.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -378680.031250 Penalty: 3945.368652
	Iteration 29Q: 3 clusters Score -378680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -378689.343750 Penalty: 3945.368652
	Iteration 30Q: 3 clusters Score -378689.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -378700.281250 Penalty: 3945.368652
	Iteration 31Q: 3 clusters Score -378700.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -378707.781250 Penalty: 3945.368652
	Iteration 32Q: 3 clusters Score -378707.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -378716.375000 Penalty: 3945.368652
	Iteration 33Q: 3 clusters Score -378716.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -378727.406250 Penalty: 3945.368652
	Iteration 34Q: 3 clusters Score -378727.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -378738.656250 Penalty: 3945.368652
	Iteration 35Q: 3 clusters Score -378738.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -378745.187500 Penalty: 3945.368652
	Iteration 36Q: 3 clusters Score -378745.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -378752.656250 Penalty: 3945.368652
	Iteration 37Q: 3 clusters Score -378752.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -378760.250000 Penalty: 3945.368652
	Iteration 38Q: 3 clusters Score -378760.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -378770.562500 Penalty: 3945.368652
	Iteration 39Q: 3 clusters Score -378770.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -378786.343750 Penalty: 3945.368652
	Iteration 40F: 3 clusters Score -378786.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -378802.843750 Penalty: 3945.368652
	Iteration 41Q: 3 clusters Score -378802.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -378824.843750 Penalty: 3945.368652
	Iteration 42Q: 3 clusters Score -378824.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -378836.375000 Penalty: 3945.368652
	Iteration 43Q: 3 clusters Score -378836.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -378844.500000 Penalty: 3945.368652
	Iteration 44Q: 3 clusters Score -378844.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -378848.218750 Penalty: 3945.368652
	Iteration 45Q: 3 clusters Score -378848.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -378850.093750 Penalty: 3945.368652
	Iteration 46Q: 3 clusters Score -378850.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -378853.250000 Penalty: 3945.368652
	Iteration 47Q: 3 clusters Score -378853.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -378860.375000 Penalty: 3945.368652
	Iteration 48Q: 3 clusters Score -378860.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -378862.406250 Penalty: 3945.368652
	Iteration 49Q: 3 clusters Score -378862.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -378867.312500 Penalty: 3945.368652
	Iteration 50Q: 3 clusters Score -378867.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -378867.437500 Penalty: 3945.368652
	Iteration 51Q: 3 clusters Score -378867.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -378867.593750 Penalty: 3945.368652
	Iteration 52Q: 3 clusters Score -378867.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -378867.593750 Penalty: 3945.368652
	Iteration 53F: 3 clusters Score -378867.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Entering Unmasked Estep 
Score: -1102433.750000 Penalty: 2238.163818
	Iteration 0F: 2 clusters Score -1102434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1095785.375000 Penalty: 4476.327637
	Iteration 0F: 3 clusters Score -1095785 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1097637.375000 Penalty: 4476.327637
	Iteration 1F: 3 clusters Score -1097637 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1097898.375000 Penalty: 4476.327637
	Iteration 2F: 3 clusters Score -1097898 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1098075.375000 Penalty: 4476.327637
	Iteration 3Q: 3 clusters Score -1098075 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1098212.625000 Penalty: 4476.327637
	Iteration 4Q: 3 clusters Score -1098213 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1098317.000000 Penalty: 4476.327637
	Iteration 5Q: 3 clusters Score -1098317 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1098402.875000 Penalty: 4476.327637
	Iteration 6Q: 3 clusters Score -1098403 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1098481.125000 Penalty: 4476.327637
	Iteration 7Q: 3 clusters Score -1098481 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1098561.750000 Penalty: 4476.327637
	Iteration 8Q: 3 clusters Score -1098562 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1098651.500000 Penalty: 4476.327637
	Iteration 9Q: 3 clusters Score -1098652 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1098761.000000 Penalty: 4476.327637
	Iteration 10Q: 3 clusters Score -1098761 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1098892.125000 Penalty: 4476.327637
	Iteration 11Q: 3 clusters Score -1098892 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1099048.375000 Penalty: 4476.327637
	Iteration 12Q: 3 clusters Score -1099048 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1099237.250000 Penalty: 4476.327637
	Iteration 13Q: 3 clusters Score -1099237 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1099383.875000 Penalty: 4476.327637
	Iteration 14Q: 3 clusters Score -1099384 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1099501.125000 Penalty: 4476.327637
	Iteration 15Q: 3 clusters Score -1099501 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1099615.125000 Penalty: 4476.327637
	Iteration 16Q: 3 clusters Score -1099615 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1099716.250000 Penalty: 4476.327637
	Iteration 17Q: 3 clusters Score -1099716 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1099802.000000 Penalty: 4476.327637
	Iteration 18Q: 3 clusters Score -1099802 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1099885.500000 Penalty: 4476.327637
	Iteration 19Q: 3 clusters Score -1099886 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1099944.750000 Penalty: 4476.327637
	Iteration 20F: 3 clusters Score -1099945 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1100007.250000 Penalty: 4476.327637
	Iteration 21Q: 3 clusters Score -1100007 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1100065.375000 Penalty: 4476.327637
	Iteration 22Q: 3 clusters Score -1100065 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1100116.750000 Penalty: 4476.327637
	Iteration 23Q: 3 clusters Score -1100117 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1100177.875000 Penalty: 4476.327637
	Iteration 24Q: 3 clusters Score -1100178 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1100236.750000 Penalty: 4476.327637
	Iteration 25Q: 3 clusters Score -1100237 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1100297.125000 Penalty: 4476.327637
	Iteration 26Q: 3 clusters Score -1100297 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1100348.625000 Penalty: 4476.327637
	Iteration 27Q: 3 clusters Score -1100349 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1100388.000000 Penalty: 4476.327637
	Iteration 28Q: 3 clusters Score -1100388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1100408.625000 Penalty: 4476.327637
	Iteration 29Q: 3 clusters Score -1100409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1100421.500000 Penalty: 4476.327637
	Iteration 30Q: 3 clusters Score -1100422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1100443.125000 Penalty: 4476.327637
	Iteration 31Q: 3 clusters Score -1100443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1100455.750000 Penalty: 4476.327637
	Iteration 32Q: 3 clusters Score -1100456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1100465.125000 Penalty: 4476.327637
	Iteration 33Q: 3 clusters Score -1100465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1100470.750000 Penalty: 4476.327637
	Iteration 34Q: 3 clusters Score -1100471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1100479.375000 Penalty: 4476.327637
	Iteration 35Q: 3 clusters Score -1100479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1100485.625000 Penalty: 4476.327637
	Iteration 36Q: 3 clusters Score -1100486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1100487.625000 Penalty: 4476.327637
	Iteration 37Q: 3 clusters Score -1100488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1100489.875000 Penalty: 4476.327637
	Iteration 38Q: 3 clusters Score -1100490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1100491.500000 Penalty: 4476.327637
	Iteration 39Q: 3 clusters Score -1100492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1100492.125000 Penalty: 4476.327637
	Iteration 40F: 3 clusters Score -1100492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Entering Unmasked Estep 
Score: -1816959.250000 Penalty: 2361.494141
	Iteration 0F: 2 clusters Score -1816959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1806921.750000 Penalty: 4722.988281
	Iteration 0F: 3 clusters Score -1806922 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1809900.375000 Penalty: 4722.988281
	Iteration 1F: 3 clusters Score -1809900 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1810221.625000 Penalty: 4722.988281
	Iteration 2F: 3 clusters Score -1810222 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1810537.500000 Penalty: 4722.988281
	Iteration 3F: 3 clusters Score -1810538 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1810883.375000 Penalty: 4722.988281
	Iteration 4Q: 3 clusters Score -1810883 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1811260.750000 Penalty: 4722.988281
	Iteration 5F: 3 clusters Score -1811261 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1811776.750000 Penalty: 4722.988281
	Iteration 6F: 3 clusters Score -1811777 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1812483.750000 Penalty: 4722.988281
	Iteration 7F: 3 clusters Score -1812484 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1813443.625000 Penalty: 4722.988281
	Iteration 8F: 3 clusters Score -1813444 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1814355.250000 Penalty: 4722.988281
	Iteration 9F: 3 clusters Score -1814355 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1815042.000000 Penalty: 4722.988281
	Iteration 10F: 3 clusters Score -1815042 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1815434.250000 Penalty: 4722.988281
	Iteration 11Q: 3 clusters Score -1815434 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1815681.375000 Penalty: 4722.988281
	Iteration 12Q: 3 clusters Score -1815681 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1815834.125000 Penalty: 4722.988281
	Iteration 13Q: 3 clusters Score -1815834 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1815909.000000 Penalty: 4722.988281
	Iteration 14Q: 3 clusters Score -1815909 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1815954.750000 Penalty: 4722.988281
	Iteration 15Q: 3 clusters Score -1815955 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1815981.875000 Penalty: 4722.988281
	Iteration 16Q: 3 clusters Score -1815982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1816001.250000 Penalty: 4722.988281
	Iteration 17Q: 3 clusters Score -1816001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1816013.625000 Penalty: 4722.988281
	Iteration 18Q: 3 clusters Score -1816014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1816015.000000 Penalty: 4722.988281
	Iteration 19Q: 3 clusters Score -1816015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1816018.625000 Penalty: 4722.988281
	Iteration 20F: 3 clusters Score -1816019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1816026.875000 Penalty: 4722.988281
	Iteration 21Q: 3 clusters Score -1816027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1816027.625000 Penalty: 4722.988281
	Iteration 22Q: 3 clusters Score -1816028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1816031.875000 Penalty: 4722.988281
	Iteration 23Q: 3 clusters Score -1816032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1816032.625000 Penalty: 4722.988281
	Iteration 24Q: 3 clusters Score -1816033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1816033.125000 Penalty: 4722.988281
	Iteration 25Q: 3 clusters Score -1816033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1816031.750000 Penalty: 4722.988281
	Iteration 26Q: 3 clusters Score -1816032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1816033.750000 Penalty: 4722.988281
	Iteration 27Q: 3 clusters Score -1816034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1816033.125000 Penalty: 4722.988281
	Iteration 28Q: 3 clusters Score -1816033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1816034.125000 Penalty: 4722.988281
	Iteration 29Q: 3 clusters Score -1816034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1816034.875000 Penalty: 4722.988281
	Iteration 30Q: 3 clusters Score -1816035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1816034.750000 Penalty: 4722.988281
	Iteration 31Q: 3 clusters Score -1816035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1816034.750000 Penalty: 4722.988281
	Iteration 32Q: 3 clusters Score -1816035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1816035.125000 Penalty: 4722.988281
	Iteration 33Q: 3 clusters Score -1816035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1816034.875000 Penalty: 4722.988281
	Iteration 34Q: 3 clusters Score -1816035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1816034.625000 Penalty: 4722.988281
	Iteration 35Q: 3 clusters Score -1816035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1816034.625000 Penalty: 4722.988281
	Iteration 36F: 3 clusters Score -1816035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Entering Unmasked Estep 
Score: -1046672.250000 Penalty: 2235.974854
	Iteration 0F: 2 clusters Score -1046672 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 4101 members 
Entering Unmasked Estep 
Score: -1040115.937500 Penalty: 4471.949707
	Iteration 0F: 3 clusters Score -1040116 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1041786.375000 Penalty: 4471.949707
	Iteration 1F: 3 clusters Score -1041786 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1042082.500000 Penalty: 4471.949707
	Iteration 2F: 3 clusters Score -1042082 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1042391.000000 Penalty: 4471.949707
	Iteration 3F: 3 clusters Score -1042391 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1042673.937500 Penalty: 4471.949707
	Iteration 4Q: 3 clusters Score -1042674 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1042941.625000 Penalty: 4471.949707
	Iteration 5Q: 3 clusters Score -1042942 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1043187.937500 Penalty: 4471.949707
	Iteration 6Q: 3 clusters Score -1043188 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1043444.500000 Penalty: 4471.949707
	Iteration 7Q: 3 clusters Score -1043444 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1043687.437500 Penalty: 4471.949707
	Iteration 8Q: 3 clusters Score -1043687 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1043948.687500 Penalty: 4471.949707
	Iteration 9Q: 3 clusters Score -1043949 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1044203.500000 Penalty: 4471.949707
	Iteration 10F: 3 clusters Score -1044204 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1044411.500000 Penalty: 4471.949707
	Iteration 11Q: 3 clusters Score -1044412 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1044554.687500 Penalty: 4471.949707
	Iteration 12Q: 3 clusters Score -1044555 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1044661.562500 Penalty: 4471.949707
	Iteration 13Q: 3 clusters Score -1044662 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1044744.187500 Penalty: 4471.949707
	Iteration 14Q: 3 clusters Score -1044744 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1044796.187500 Penalty: 4471.949707
	Iteration 15Q: 3 clusters Score -1044796 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1044833.062500 Penalty: 4471.949707
	Iteration 16Q: 3 clusters Score -1044833 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1044861.312500 Penalty: 4471.949707
	Iteration 17Q: 3 clusters Score -1044861 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1044886.687500 Penalty: 4471.949707
	Iteration 18Q: 3 clusters Score -1044887 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1044919.437500 Penalty: 4471.949707
	Iteration 19Q: 3 clusters Score -1044919 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1044954.437500 Penalty: 4471.949707
	Iteration 20F: 3 clusters Score -1044954 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1044987.812500 Penalty: 4471.949707
	Iteration 21Q: 3 clusters Score -1044988 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1045018.312500 Penalty: 4471.949707
	Iteration 22Q: 3 clusters Score -1045018 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1045045.625000 Penalty: 4471.949707
	Iteration 23Q: 3 clusters Score -1045046 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1045067.062500 Penalty: 4471.949707
	Iteration 24Q: 3 clusters Score -1045067 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1045083.625000 Penalty: 4471.949707
	Iteration 25Q: 3 clusters Score -1045084 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1045098.625000 Penalty: 4471.949707
	Iteration 26Q: 3 clusters Score -1045099 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1045110.062500 Penalty: 4471.949707
	Iteration 27Q: 3 clusters Score -1045110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1045118.187500 Penalty: 4471.949707
	Iteration 28Q: 3 clusters Score -1045118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1045129.125000 Penalty: 4471.949707
	Iteration 29Q: 3 clusters Score -1045129 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1045138.250000 Penalty: 4471.949707
	Iteration 30Q: 3 clusters Score -1045138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1045150.062500 Penalty: 4471.949707
	Iteration 31Q: 3 clusters Score -1045150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1045156.187500 Penalty: 4471.949707
	Iteration 32Q: 3 clusters Score -1045156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1045165.187500 Penalty: 4471.949707
	Iteration 33Q: 3 clusters Score -1045165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1045175.000000 Penalty: 4471.949707
	Iteration 34Q: 3 clusters Score -1045175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1045178.312500 Penalty: 4471.949707
	Iteration 35Q: 3 clusters Score -1045178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1045185.250000 Penalty: 4471.949707
	Iteration 36Q: 3 clusters Score -1045185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1045191.250000 Penalty: 4471.949707
	Iteration 37Q: 3 clusters Score -1045191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1045195.875000 Penalty: 4471.949707
	Iteration 38Q: 3 clusters Score -1045196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1045198.375000 Penalty: 4471.949707
	Iteration 39Q: 3 clusters Score -1045198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1045202.000000 Penalty: 4471.949707
	Iteration 40F: 3 clusters Score -1045202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1045207.625000 Penalty: 4471.949707
	Iteration 41Q: 3 clusters Score -1045208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1045212.625000 Penalty: 4471.949707
	Iteration 42Q: 3 clusters Score -1045213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1045213.750000 Penalty: 4471.949707
	Iteration 43Q: 3 clusters Score -1045214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1045215.625000 Penalty: 4471.949707
	Iteration 44Q: 3 clusters Score -1045216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1045218.375000 Penalty: 4471.949707
	Iteration 45Q: 3 clusters Score -1045218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1045218.375000 Penalty: 4471.949707
	Iteration 46Q: 3 clusters Score -1045218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1045224.125000 Penalty: 4471.949707
	Iteration 47Q: 3 clusters Score -1045224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1045229.125000 Penalty: 4471.949707
	Iteration 48Q: 3 clusters Score -1045229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1045231.437500 Penalty: 4471.949707
	Iteration 49Q: 3 clusters Score -1045231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1045231.437500 Penalty: 4471.949707
	Iteration 50Q: 3 clusters Score -1045231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1045232.375000 Penalty: 4471.949707
	Iteration 51Q: 3 clusters Score -1045232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1045236.625000 Penalty: 4471.949707
	Iteration 52Q: 3 clusters Score -1045237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1045236.687500 Penalty: 4471.949707
	Iteration 53Q: 3 clusters Score -1045237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1045238.375000 Penalty: 4471.949707
	Iteration 54Q: 3 clusters Score -1045238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1045238.750000 Penalty: 4471.949707
	Iteration 55Q: 3 clusters Score -1045239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1045235.875000 Penalty: 4471.949707
	Iteration 56Q: 3 clusters Score -1045236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1045240.937500 Penalty: 4471.949707
	Iteration 57Q: 3 clusters Score -1045241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1045240.937500 Penalty: 4471.949707
	Iteration 58Q: 3 clusters Score -1045241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1045244.937500 Penalty: 4471.949707
	Iteration 59Q: 3 clusters Score -1045245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1045244.125000 Penalty: 4471.949707
	Iteration 60F: 3 clusters Score -1045244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1045245.875000 Penalty: 4471.949707
	Iteration 61Q: 3 clusters Score -1045246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1045247.187500 Penalty: 4471.949707
	Iteration 62Q: 3 clusters Score -1045247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1045248.750000 Penalty: 4471.949707
	Iteration 63Q: 3 clusters Score -1045249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1045248.625000 Penalty: 4471.949707
	Iteration 64Q: 3 clusters Score -1045249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1045253.062500 Penalty: 4471.949707
	Iteration 65Q: 3 clusters Score -1045253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1045253.812500 Penalty: 4471.949707
	Iteration 66Q: 3 clusters Score -1045254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1045256.187500 Penalty: 4471.949707
	Iteration 67Q: 3 clusters Score -1045256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1045257.562500 Penalty: 4471.949707
	Iteration 68Q: 3 clusters Score -1045258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1045258.687500 Penalty: 4471.949707
	Iteration 69Q: 3 clusters Score -1045259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1045262.125000 Penalty: 4471.949707
	Iteration 70Q: 3 clusters Score -1045262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1045262.375000 Penalty: 4471.949707
	Iteration 71Q: 3 clusters Score -1045262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1045262.250000 Penalty: 4471.949707
	Iteration 72Q: 3 clusters Score -1045262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1045266.000000 Penalty: 4471.949707
	Iteration 73Q: 3 clusters Score -1045266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1045267.125000 Penalty: 4471.949707
	Iteration 74Q: 3 clusters Score -1045267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1045269.500000 Penalty: 4471.949707
	Iteration 75Q: 3 clusters Score -1045270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1045271.812500 Penalty: 4471.949707
	Iteration 76Q: 3 clusters Score -1045272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1045273.000000 Penalty: 4471.949707
	Iteration 77Q: 3 clusters Score -1045273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1045273.312500 Penalty: 4471.949707
	Iteration 78Q: 3 clusters Score -1045273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1045272.625000 Penalty: 4471.949707
	Iteration 79Q: 3 clusters Score -1045273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1045274.437500 Penalty: 4471.949707
	Iteration 80F: 3 clusters Score -1045274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1045274.750000 Penalty: 4471.949707
	Iteration 81Q: 3 clusters Score -1045275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1045275.562500 Penalty: 4471.949707
	Iteration 82Q: 3 clusters Score -1045276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1045276.937500 Penalty: 4471.949707
	Iteration 83Q: 3 clusters Score -1045277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1045280.125000 Penalty: 4471.949707
	Iteration 84Q: 3 clusters Score -1045280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1045280.687500 Penalty: 4471.949707
	Iteration 85Q: 3 clusters Score -1045281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1045280.750000 Penalty: 4471.949707
	Iteration 86Q: 3 clusters Score -1045281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1045282.437500 Penalty: 4471.949707
	Iteration 87Q: 3 clusters Score -1045282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1045284.562500 Penalty: 4471.949707
	Iteration 88Q: 3 clusters Score -1045285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1045285.812500 Penalty: 4471.949707
	Iteration 89Q: 3 clusters Score -1045286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1045287.312500 Penalty: 4471.949707
	Iteration 90Q: 3 clusters Score -1045287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1045287.250000 Penalty: 4471.949707
	Iteration 91Q: 3 clusters Score -1045287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1045287.687500 Penalty: 4471.949707
	Iteration 92Q: 3 clusters Score -1045288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1045288.687500 Penalty: 4471.949707
	Iteration 93Q: 3 clusters Score -1045289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1045288.687500 Penalty: 4471.949707
	Iteration 94F: 3 clusters Score -1045289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Entering Unmasked Estep 
Score: -3571612.750000 Penalty: 2530.224365
	Iteration 0F: 2 clusters Score -3571613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -3553023.500000 Penalty: 5060.448730
	Iteration 0F: 3 clusters Score -3553024 nChanged 12082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -3559548.750000 Penalty: 5060.448730
	Iteration 1F: 3 clusters Score -3559549 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -3559943.250000 Penalty: 5060.448730
	Iteration 2Q: 3 clusters Score -3559943 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -3560228.750000 Penalty: 5060.448730
	Iteration 3Q: 3 clusters Score -3560229 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -3560501.500000 Penalty: 5060.448730
	Iteration 4Q: 3 clusters Score -3560502 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -3560733.500000 Penalty: 5060.448730
	Iteration 5Q: 3 clusters Score -3560734 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -3561026.750000 Penalty: 5060.448730
	Iteration 6Q: 3 clusters Score -3561027 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -3561390.000000 Penalty: 5060.448730
	Iteration 7Q: 3 clusters Score -3561390 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -3561841.750000 Penalty: 5060.448730
	Iteration 8Q: 3 clusters Score -3561842 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -3562302.750000 Penalty: 5060.448730
	Iteration 9Q: 3 clusters Score -3562303 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -3562790.250000 Penalty: 5060.448730
	Iteration 10Q: 3 clusters Score -3562790 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -3563272.750000 Penalty: 5060.448730
	Iteration 11Q: 3 clusters Score -3563273 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -3563797.000000 Penalty: 5060.448730
	Iteration 12Q: 3 clusters Score -3563797 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -3564332.500000 Penalty: 5060.448730
	Iteration 13Q: 3 clusters Score -3564332 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -3564838.250000 Penalty: 5060.448730
	Iteration 14Q: 3 clusters Score -3564838 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -3565291.250000 Penalty: 5060.448730
	Iteration 15Q: 3 clusters Score -3565291 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3565664.750000 Penalty: 5060.448730
	Iteration 16Q: 3 clusters Score -3565665 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -3565963.250000 Penalty: 5060.448730
	Iteration 17Q: 3 clusters Score -3565963 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -3566144.250000 Penalty: 5060.448730
	Iteration 18Q: 3 clusters Score -3566144 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -3566258.500000 Penalty: 5060.448730
	Iteration 19Q: 3 clusters Score -3566258 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -3566310.000000 Penalty: 5060.448730
	Iteration 20F: 3 clusters Score -3566310 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -3566344.500000 Penalty: 5060.448730
	Iteration 21Q: 3 clusters Score -3566344 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -3566374.000000 Penalty: 5060.448730
	Iteration 22Q: 3 clusters Score -3566374 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -3566402.000000 Penalty: 5060.448730
	Iteration 23Q: 3 clusters Score -3566402 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -3566420.000000 Penalty: 5060.448730
	Iteration 24Q: 3 clusters Score -3566420 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -3566433.000000 Penalty: 5060.448730
	Iteration 25Q: 3 clusters Score -3566433 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -3566442.000000 Penalty: 5060.448730
	Iteration 26Q: 3 clusters Score -3566442 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -3566448.000000 Penalty: 5060.448730
	Iteration 27Q: 3 clusters Score -3566448 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3566463.000000 Penalty: 5060.448730
	Iteration 28Q: 3 clusters Score -3566463 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -3566471.000000 Penalty: 5060.448730
	Iteration 29Q: 3 clusters Score -3566471 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -3566462.750000 Penalty: 5060.448730
	Iteration 30Q: 3 clusters Score -3566463 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -3566464.750000 Penalty: 5060.448730
	Iteration 31Q: 3 clusters Score -3566465 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -3566475.250000 Penalty: 5060.448730
	Iteration 32Q: 3 clusters Score -3566475 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -3566472.000000 Penalty: 5060.448730
	Iteration 33Q: 3 clusters Score -3566472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -3566473.250000 Penalty: 5060.448730
	Iteration 34Q: 3 clusters Score -3566473 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -3566482.750000 Penalty: 5060.448730
	Iteration 35Q: 3 clusters Score -3566483 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -3566483.750000 Penalty: 5060.448730
	Iteration 36Q: 3 clusters Score -3566484 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -3566493.750000 Penalty: 5060.448730
	Iteration 37Q: 3 clusters Score -3566494 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -3566485.000000 Penalty: 5060.448730
	Iteration 38Q: 3 clusters Score -3566485 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -3566495.750000 Penalty: 5060.448730
	Iteration 39Q: 3 clusters Score -3566496 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -3566505.500000 Penalty: 5060.448730
	Iteration 40F: 3 clusters Score -3566506 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -3566507.750000 Penalty: 5060.448730
	Iteration 41Q: 3 clusters Score -3566508 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -3566523.000000 Penalty: 5060.448730
	Iteration 42Q: 3 clusters Score -3566523 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -3566525.500000 Penalty: 5060.448730
	Iteration 43Q: 3 clusters Score -3566526 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -3566529.250000 Penalty: 5060.448730
	Iteration 44Q: 3 clusters Score -3566529 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -3566544.500000 Penalty: 5060.448730
	Iteration 45Q: 3 clusters Score -3566544 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -3566556.000000 Penalty: 5060.448730
	Iteration 46Q: 3 clusters Score -3566556 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -3566562.750000 Penalty: 5060.448730
	Iteration 47Q: 3 clusters Score -3566563 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -3566577.250000 Penalty: 5060.448730
	Iteration 48Q: 3 clusters Score -3566577 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -3566580.500000 Penalty: 5060.448730
	Iteration 49Q: 3 clusters Score -3566580 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -3566584.000000 Penalty: 5060.448730
	Iteration 50Q: 3 clusters Score -3566584 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -3566582.750000 Penalty: 5060.448730
	Iteration 51Q: 3 clusters Score -3566583 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -3566585.250000 Penalty: 5060.448730
	Iteration 52Q: 3 clusters Score -3566585 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -3566584.000000 Penalty: 5060.448730
	Iteration 53Q: 3 clusters Score -3566584 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -3566590.500000 Penalty: 5060.448730
	Iteration 54Q: 3 clusters Score -3566590 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -3566596.500000 Penalty: 5060.448730
	Iteration 55Q: 3 clusters Score -3566596 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -3566607.000000 Penalty: 5060.448730
	Iteration 56Q: 3 clusters Score -3566607 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3566621.500000 Penalty: 5060.448730
	Iteration 57Q: 3 clusters Score -3566622 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -3566625.500000 Penalty: 5060.448730
	Iteration 58Q: 3 clusters Score -3566626 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -3566629.000000 Penalty: 5060.448730
	Iteration 59Q: 3 clusters Score -3566629 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -3566652.000000 Penalty: 5060.448730
	Iteration 60F: 3 clusters Score -3566652 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -3566655.500000 Penalty: 5060.448730
	Iteration 61Q: 3 clusters Score -3566656 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -3566674.250000 Penalty: 5060.448730
	Iteration 62Q: 3 clusters Score -3566674 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -3566690.750000 Penalty: 5060.448730
	Iteration 63Q: 3 clusters Score -3566691 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -3566705.250000 Penalty: 5060.448730
	Iteration 64Q: 3 clusters Score -3566705 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -3566703.750000 Penalty: 5060.448730
	Iteration 65Q: 3 clusters Score -3566704 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -3566726.250000 Penalty: 5060.448730
	Iteration 66Q: 3 clusters Score -3566726 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -3566758.750000 Penalty: 5060.448730
	Iteration 67Q: 3 clusters Score -3566759 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -3566761.750000 Penalty: 5060.448730
	Iteration 68Q: 3 clusters Score -3566762 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -3566780.750000 Penalty: 5060.448730
	Iteration 69Q: 3 clusters Score -3566781 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -3566798.250000 Penalty: 5060.448730
	Iteration 70Q: 3 clusters Score -3566798 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -3566819.250000 Penalty: 5060.448730
	Iteration 71Q: 3 clusters Score -3566819 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3566848.750000 Penalty: 5060.448730
	Iteration 72Q: 3 clusters Score -3566849 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -3566871.000000 Penalty: 5060.448730
	Iteration 73Q: 3 clusters Score -3566871 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -3566899.500000 Penalty: 5060.448730
	Iteration 74Q: 3 clusters Score -3566900 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -3566954.000000 Penalty: 5060.448730
	Iteration 75Q: 3 clusters Score -3566954 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3567012.250000 Penalty: 5060.448730
	Iteration 76Q: 3 clusters Score -3567012 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -3567073.000000 Penalty: 5060.448730
	Iteration 77Q: 3 clusters Score -3567073 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -3567151.750000 Penalty: 5060.448730
	Iteration 78Q: 3 clusters Score -3567152 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -3567240.500000 Penalty: 5060.448730
	Iteration 79Q: 3 clusters Score -3567240 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -3567357.500000 Penalty: 5060.448730
	Iteration 80F: 3 clusters Score -3567358 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -3567490.750000 Penalty: 5060.448730
	Iteration 81Q: 3 clusters Score -3567491 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -3567662.500000 Penalty: 5060.448730
	Iteration 82Q: 3 clusters Score -3567662 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -3567847.750000 Penalty: 5060.448730
	Iteration 83Q: 3 clusters Score -3567848 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -3568034.000000 Penalty: 5060.448730
	Iteration 84Q: 3 clusters Score -3568034 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -3568183.250000 Penalty: 5060.448730
	Iteration 85Q: 3 clusters Score -3568183 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -3568319.500000 Penalty: 5060.448730
	Iteration 86Q: 3 clusters Score -3568320 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -3568475.500000 Penalty: 5060.448730
	Iteration 87Q: 3 clusters Score -3568476 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -3568567.500000 Penalty: 5060.448730
	Iteration 88Q: 3 clusters Score -3568568 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -3568666.000000 Penalty: 5060.448730
	Iteration 89Q: 3 clusters Score -3568666 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -3568767.750000 Penalty: 5060.448730
	Iteration 90Q: 3 clusters Score -3568768 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -3568866.750000 Penalty: 5060.448730
	Iteration 91Q: 3 clusters Score -3568867 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -3568956.750000 Penalty: 5060.448730
	Iteration 92Q: 3 clusters Score -3568957 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -3569047.250000 Penalty: 5060.448730
	Iteration 93Q: 3 clusters Score -3569047 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -3569112.250000 Penalty: 5060.448730
	Iteration 94Q: 3 clusters Score -3569112 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -3569162.250000 Penalty: 5060.448730
	Iteration 95Q: 3 clusters Score -3569162 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -3569219.500000 Penalty: 5060.448730
	Iteration 96Q: 3 clusters Score -3569220 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -3569264.500000 Penalty: 5060.448730
	Iteration 97Q: 3 clusters Score -3569264 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -3569305.500000 Penalty: 5060.448730
	Iteration 98Q: 3 clusters Score -3569306 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -3569349.250000 Penalty: 5060.448730
	Iteration 99Q: 3 clusters Score -3569349 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3569392.000000 Penalty: 5060.448730
	Iteration 100F: 3 clusters Score -3569392 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -3569445.000000 Penalty: 5060.448730
	Iteration 101Q: 3 clusters Score -3569445 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3569482.000000 Penalty: 5060.448730
	Iteration 102Q: 3 clusters Score -3569482 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -3569539.750000 Penalty: 5060.448730
	Iteration 103Q: 3 clusters Score -3569540 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -3569561.500000 Penalty: 5060.448730
	Iteration 104Q: 3 clusters Score -3569562 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3569598.000000 Penalty: 5060.448730
	Iteration 105Q: 3 clusters Score -3569598 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -3569634.250000 Penalty: 5060.448730
	Iteration 106Q: 3 clusters Score -3569634 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -3569658.500000 Penalty: 5060.448730
	Iteration 107Q: 3 clusters Score -3569658 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -3569689.750000 Penalty: 5060.448730
	Iteration 108Q: 3 clusters Score -3569690 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -3569726.250000 Penalty: 5060.448730
	Iteration 109Q: 3 clusters Score -3569726 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -3569751.250000 Penalty: 5060.448730
	Iteration 110Q: 3 clusters Score -3569751 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -3569788.500000 Penalty: 5060.448730
	Iteration 111Q: 3 clusters Score -3569788 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -3569800.500000 Penalty: 5060.448730
	Iteration 112Q: 3 clusters Score -3569800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -3569809.000000 Penalty: 5060.448730
	Iteration 113Q: 3 clusters Score -3569809 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -3569831.000000 Penalty: 5060.448730
	Iteration 114Q: 3 clusters Score -3569831 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -3569845.000000 Penalty: 5060.448730
	Iteration 115Q: 3 clusters Score -3569845 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -3569855.000000 Penalty: 5060.448730
	Iteration 116Q: 3 clusters Score -3569855 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -3569868.000000 Penalty: 5060.448730
	Iteration 117Q: 3 clusters Score -3569868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -3569873.250000 Penalty: 5060.448730
	Iteration 118Q: 3 clusters Score -3569873 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -3569875.000000 Penalty: 5060.448730
	Iteration 119Q: 3 clusters Score -3569875 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -3569891.250000 Penalty: 5060.448730
	Iteration 120F: 3 clusters Score -3569891 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -3569901.250000 Penalty: 5060.448730
	Iteration 121Q: 3 clusters Score -3569901 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -3569913.250000 Penalty: 5060.448730
	Iteration 122Q: 3 clusters Score -3569913 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -3569926.500000 Penalty: 5060.448730
	Iteration 123Q: 3 clusters Score -3569926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3569931.750000 Penalty: 5060.448730
	Iteration 124Q: 3 clusters Score -3569932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -3569936.250000 Penalty: 5060.448730
	Iteration 125Q: 3 clusters Score -3569936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -3569941.250000 Penalty: 5060.448730
	Iteration 126Q: 3 clusters Score -3569941 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3569955.500000 Penalty: 5060.448730
	Iteration 127Q: 3 clusters Score -3569956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -3569966.500000 Penalty: 5060.448730
	Iteration 128Q: 3 clusters Score -3569966 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3569972.000000 Penalty: 5060.448730
	Iteration 129Q: 3 clusters Score -3569972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -3569983.500000 Penalty: 5060.448730
	Iteration 130Q: 3 clusters Score -3569984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -3569992.750000 Penalty: 5060.448730
	Iteration 131Q: 3 clusters Score -3569993 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -3570003.500000 Penalty: 5060.448730
	Iteration 132Q: 3 clusters Score -3570004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -3570013.250000 Penalty: 5060.448730
	Iteration 133Q: 3 clusters Score -3570013 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -3570023.750000 Penalty: 5060.448730
	Iteration 134Q: 3 clusters Score -3570024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -3570026.750000 Penalty: 5060.448730
	Iteration 135Q: 3 clusters Score -3570027 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -3570035.750000 Penalty: 5060.448730
	Iteration 136Q: 3 clusters Score -3570036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -3570037.250000 Penalty: 5060.448730
	Iteration 137Q: 3 clusters Score -3570037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3570043.000000 Penalty: 5060.448730
	Iteration 138Q: 3 clusters Score -3570043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -3570053.750000 Penalty: 5060.448730
	Iteration 139Q: 3 clusters Score -3570054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -3570046.500000 Penalty: 5060.448730
	Iteration 140F: 3 clusters Score -3570046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -3570044.000000 Penalty: 5060.448730
	Iteration 141Q: 3 clusters Score -3570044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -3570046.000000 Penalty: 5060.448730
	Iteration 142Q: 3 clusters Score -3570046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -3570045.250000 Penalty: 5060.448730
	Iteration 143Q: 3 clusters Score -3570045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -3570042.500000 Penalty: 5060.448730
	Iteration 144Q: 3 clusters Score -3570042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3570044.000000 Penalty: 5060.448730
	Iteration 145Q: 3 clusters Score -3570044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -3570038.250000 Penalty: 5060.448730
	Iteration 146Q: 3 clusters Score -3570038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -3570046.000000 Penalty: 5060.448730
	Iteration 147Q: 3 clusters Score -3570046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3570041.000000 Penalty: 5060.448730
	Iteration 148Q: 3 clusters Score -3570041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -3570038.250000 Penalty: 5060.448730
	Iteration 149Q: 3 clusters Score -3570038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -3570043.000000 Penalty: 5060.448730
	Iteration 150Q: 3 clusters Score -3570043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -3570044.500000 Penalty: 5060.448730
	Iteration 151Q: 3 clusters Score -3570044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -3570044.500000 Penalty: 5060.448730
	Iteration 152F: 3 clusters Score -3570044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (67852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67852 members 
Entering Unmasked Estep 
Score: -9147794.000000 Penalty: 2759.020752
	Iteration 0F: 2 clusters Score -9147794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -9102268.000000 Penalty: 5518.041504
	Iteration 0F: 3 clusters Score -9102268 nChanged 31672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -9119953.000000 Penalty: 5518.041504
	Iteration 1F: 3 clusters Score -9119953 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -9120626.000000 Penalty: 5518.041504
	Iteration 2Q: 3 clusters Score -9120626 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -9121378.000000 Penalty: 5518.041504
	Iteration 3Q: 3 clusters Score -9121378 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -9122513.000000 Penalty: 5518.041504
	Iteration 4Q: 3 clusters Score -9122513 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -9124102.000000 Penalty: 5518.041504
	Iteration 5F: 3 clusters Score -9124102 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -9126410.000000 Penalty: 5518.041504
	Iteration 6F: 3 clusters Score -9126410 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -9129844.000000 Penalty: 5518.041504
	Iteration 7F: 3 clusters Score -9129844 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -9134192.000000 Penalty: 5518.041504
	Iteration 8F: 3 clusters Score -9134192 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 60370 members 
Entering Unmasked Estep 
Score: -9138706.000000 Penalty: 5518.041504
	Iteration 9F: 3 clusters Score -9138706 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 63965 members 
Entering Unmasked Estep 
Score: -9142032.000000 Penalty: 5518.041504
	Iteration 10F: 3 clusters Score -9142032 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -9143897.000000 Penalty: 5518.041504
	Iteration 11Q: 3 clusters Score -9143897 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 66948 members 
Entering Unmasked Estep 
Score: -9144638.000000 Penalty: 5518.041504
	Iteration 12Q: 3 clusters Score -9144638 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 67307 members 
Entering Unmasked Estep 
Score: -9144969.000000 Penalty: 5518.041504
	Iteration 13Q: 3 clusters Score -9144969 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 67454 members 
Entering Unmasked Estep 
Score: -9145148.000000 Penalty: 5518.041504
	Iteration 14Q: 3 clusters Score -9145148 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 67511 members 
Entering Unmasked Estep 
Score: -9145250.000000 Penalty: 5518.041504
	Iteration 15Q: 3 clusters Score -9145250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 67546 members 
Entering Unmasked Estep 
Score: -9145321.000000 Penalty: 5518.041504
	Iteration 16Q: 3 clusters Score -9145321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 67559 members 
Entering Unmasked Estep 
Score: -9145331.000000 Penalty: 5518.041504
	Iteration 17Q: 3 clusters Score -9145331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 67566 members 
Entering Unmasked Estep 
Score: -9145347.000000 Penalty: 5518.041504
	Iteration 18Q: 3 clusters Score -9145347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 67568 members 
Entering Unmasked Estep 
Score: -9145353.000000 Penalty: 5518.041504
	Iteration 19Q: 3 clusters Score -9145353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 67570 members 
Entering Unmasked Estep 
Score: -9145359.000000 Penalty: 5518.041504
	Iteration 20F: 3 clusters Score -9145359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 67575 members 
Entering Unmasked Estep 
Score: -9145363.000000 Penalty: 5518.041504
	Iteration 21Q: 3 clusters Score -9145363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 67578 members 
Entering Unmasked Estep 
Score: -9145365.000000 Penalty: 5518.041504
	Iteration 22Q: 3 clusters Score -9145365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 67579 members 
Entering Unmasked Estep 
Score: -9145371.000000 Penalty: 5518.041504
	Iteration 23Q: 3 clusters Score -9145371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 67580 members 
Entering Unmasked Estep 
Score: -9145375.000000 Penalty: 5518.041504
	Iteration 24Q: 3 clusters Score -9145375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 67580 members 
Entering Unmasked Estep 
Score: -9145377.000000 Penalty: 5518.041504
	Iteration 25Q: 3 clusters Score -9145377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 67580 members 
Entering Unmasked Estep 
Score: -9145377.000000 Penalty: 5518.041504
	Iteration 26F: 3 clusters Score -9145377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (165684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165684 members 
Entering Unmasked Estep 
Score: -22403040.000000 Penalty: 2980.423828
	Iteration 0F: 2 clusters Score -2.240304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83054 members 
Mstep: Class 2 contains 82630 members 
Entering Unmasked Estep 
Score: -22294796.000000 Penalty: 5960.847656
	Iteration 0F: 3 clusters Score -2.22948e+07 nChanged 79539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87237 members 
Mstep: Class 2 contains 78447 members 
Entering Unmasked Estep 
Score: -22341584.000000 Penalty: 5960.847656
	Iteration 1F: 3 clusters Score -2.234158e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90526 members 
Mstep: Class 2 contains 75158 members 
Entering Unmasked Estep 
Score: -22343806.000000 Penalty: 5960.847656
	Iteration 2Q: 3 clusters Score -2.234381e+07 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95514 members 
Mstep: Class 2 contains 70170 members 
Entering Unmasked Estep 
Score: -22347176.000000 Penalty: 5960.847656
	Iteration 3Q: 3 clusters Score -2.234718e+07 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102582 members 
Mstep: Class 2 contains 63102 members 
Entering Unmasked Estep 
Score: -22352632.000000 Penalty: 5960.847656
	Iteration 4F: 3 clusters Score -2.235263e+07 nChanged 11633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111727 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -22359776.000000 Penalty: 5960.847656
	Iteration 5F: 3 clusters Score -2.235978e+07 nChanged 12118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122123 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -22368332.000000 Penalty: 5960.847656
	Iteration 6F: 3 clusters Score -2.236833e+07 nChanged 11580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132809 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -22376968.000000 Penalty: 5960.847656
	Iteration 7F: 3 clusters Score -2.237697e+07 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142715 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -22384782.000000 Penalty: 5960.847656
	Iteration 8F: 3 clusters Score -2.238478e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150788 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -22391400.000000 Penalty: 5960.847656
	Iteration 9Q: 3 clusters Score -2.23914e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157106 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -22396122.000000 Penalty: 5960.847656
	Iteration 10Q: 3 clusters Score -2.239612e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161187 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -22398582.000000 Penalty: 5960.847656
	Iteration 11Q: 3 clusters Score -2.239858e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163428 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -22399716.000000 Penalty: 5960.847656
	Iteration 12Q: 3 clusters Score -2.239972e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164408 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -22400108.000000 Penalty: 5960.847656
	Iteration 13Q: 3 clusters Score -2.240011e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164849 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -22400334.000000 Penalty: 5960.847656
	Iteration 14Q: 3 clusters Score -2.240033e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165040 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -22400410.000000 Penalty: 5960.847656
	Iteration 15Q: 3 clusters Score -2.240041e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165127 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -22400450.000000 Penalty: 5960.847656
	Iteration 16Q: 3 clusters Score -2.240045e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165181 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -22400476.000000 Penalty: 5960.847656
	Iteration 17Q: 3 clusters Score -2.240048e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165212 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -22400484.000000 Penalty: 5960.847656
	Iteration 18Q: 3 clusters Score -2.240048e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165235 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -22400490.000000 Penalty: 5960.847656
	Iteration 19Q: 3 clusters Score -2.240049e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165246 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -22400500.000000 Penalty: 5960.847656
	Iteration 20F: 3 clusters Score -2.24005e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165256 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -22400522.000000 Penalty: 5960.847656
	Iteration 21Q: 3 clusters Score -2.240052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165258 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -22400540.000000 Penalty: 5960.847656
	Iteration 22Q: 3 clusters Score -2.240054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165264 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -22400538.000000 Penalty: 5960.847656
	Iteration 23Q: 3 clusters Score -2.240054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165269 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -22400544.000000 Penalty: 5960.847656
	Iteration 24Q: 3 clusters Score -2.240054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165267 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -22400546.000000 Penalty: 5960.847656
	Iteration 25Q: 3 clusters Score -2.240055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165267 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -22400560.000000 Penalty: 5960.847656
	Iteration 26Q: 3 clusters Score -2.240056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165265 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -22400556.000000 Penalty: 5960.847656
	Iteration 27Q: 3 clusters Score -2.240056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165266 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -22400556.000000 Penalty: 5960.847656
	Iteration 28Q: 3 clusters Score -2.240056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165269 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -22400556.000000 Penalty: 5960.847656
	Iteration 29Q: 3 clusters Score -2.240056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165270 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -22400554.000000 Penalty: 5960.847656
	Iteration 30Q: 3 clusters Score -2.240055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165270 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -22400544.000000 Penalty: 5960.847656
	Iteration 31Q: 3 clusters Score -2.240054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165271 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -22400554.000000 Penalty: 5960.847656
	Iteration 32Q: 3 clusters Score -2.240055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165269 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -22400552.000000 Penalty: 5960.847656
	Iteration 33Q: 3 clusters Score -2.240055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165269 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -22400552.000000 Penalty: 5960.847656
	Iteration 34F: 3 clusters Score -2.240055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47999 members 
Entering Unmasked Estep 
Score: -6450396.500000 Penalty: 2673.176025
	Iteration 0F: 2 clusters Score -6450396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -6417920.000000 Penalty: 5346.352051
	Iteration 0F: 3 clusters Score -6417920 nChanged 22130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -6430269.000000 Penalty: 5346.352051
	Iteration 1F: 3 clusters Score -6430269 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -6431028.500000 Penalty: 5346.352051
	Iteration 2Q: 3 clusters Score -6431028 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -6432381.500000 Penalty: 5346.352051
	Iteration 3F: 3 clusters Score -6432382 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -6434601.000000 Penalty: 5346.352051
	Iteration 4F: 3 clusters Score -6434601 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -6437609.500000 Penalty: 5346.352051
	Iteration 5F: 3 clusters Score -6437610 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -6441085.000000 Penalty: 5346.352051
	Iteration 6F: 3 clusters Score -6441085 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -6444254.000000 Penalty: 5346.352051
	Iteration 7F: 3 clusters Score -6444254 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -6446258.000000 Penalty: 5346.352051
	Iteration 8Q: 3 clusters Score -6446258 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -6447256.500000 Penalty: 5346.352051
	Iteration 9Q: 3 clusters Score -6447256 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -6447652.500000 Penalty: 5346.352051
	Iteration 10Q: 3 clusters Score -6447652 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -6447833.500000 Penalty: 5346.352051
	Iteration 11Q: 3 clusters Score -6447834 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -6448017.000000 Penalty: 5346.352051
	Iteration 12Q: 3 clusters Score -6448017 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -6448136.000000 Penalty: 5346.352051
	Iteration 13Q: 3 clusters Score -6448136 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -6448211.000000 Penalty: 5346.352051
	Iteration 14Q: 3 clusters Score -6448211 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -6448269.500000 Penalty: 5346.352051
	Iteration 15Q: 3 clusters Score -6448270 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -6448332.500000 Penalty: 5346.352051
	Iteration 16Q: 3 clusters Score -6448332 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -6448372.500000 Penalty: 5346.352051
	Iteration 17Q: 3 clusters Score -6448372 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -6448398.000000 Penalty: 5346.352051
	Iteration 18Q: 3 clusters Score -6448398 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -6448412.000000 Penalty: 5346.352051
	Iteration 19Q: 3 clusters Score -6448412 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -6448458.500000 Penalty: 5346.352051
	Iteration 20F: 3 clusters Score -6448458 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -6448481.500000 Penalty: 5346.352051
	Iteration 21Q: 3 clusters Score -6448482 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -6448523.500000 Penalty: 5346.352051
	Iteration 22Q: 3 clusters Score -6448524 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -6448538.000000 Penalty: 5346.352051
	Iteration 23Q: 3 clusters Score -6448538 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -6448568.000000 Penalty: 5346.352051
	Iteration 24Q: 3 clusters Score -6448568 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -6448621.000000 Penalty: 5346.352051
	Iteration 25Q: 3 clusters Score -6448621 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -6448666.500000 Penalty: 5346.352051
	Iteration 26Q: 3 clusters Score -6448666 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -6448678.000000 Penalty: 5346.352051
	Iteration 27Q: 3 clusters Score -6448678 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -6448703.500000 Penalty: 5346.352051
	Iteration 28Q: 3 clusters Score -6448704 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -6448723.000000 Penalty: 5346.352051
	Iteration 29Q: 3 clusters Score -6448723 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -6448729.500000 Penalty: 5346.352051
	Iteration 30Q: 3 clusters Score -6448730 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -6448744.000000 Penalty: 5346.352051
	Iteration 31Q: 3 clusters Score -6448744 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -6448757.500000 Penalty: 5346.352051
	Iteration 32Q: 3 clusters Score -6448758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -6448770.000000 Penalty: 5346.352051
	Iteration 33Q: 3 clusters Score -6448770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -6448769.500000 Penalty: 5346.352051
	Iteration 34Q: 3 clusters Score -6448770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -6448775.000000 Penalty: 5346.352051
	Iteration 35Q: 3 clusters Score -6448775 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -6448791.000000 Penalty: 5346.352051
	Iteration 36Q: 3 clusters Score -6448791 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -6448785.000000 Penalty: 5346.352051
	Iteration 37Q: 3 clusters Score -6448785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -6448778.000000 Penalty: 5346.352051
	Iteration 38Q: 3 clusters Score -6448778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -6448788.500000 Penalty: 5346.352051
	Iteration 39Q: 3 clusters Score -6448788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -6448787.000000 Penalty: 5346.352051
	Iteration 40F: 3 clusters Score -6448787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -6448777.500000 Penalty: 5346.352051
	Iteration 41Q: 3 clusters Score -6448778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -6448781.000000 Penalty: 5346.352051
	Iteration 42Q: 3 clusters Score -6448781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -6448791.500000 Penalty: 5346.352051
	Iteration 43Q: 3 clusters Score -6448792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -6448792.500000 Penalty: 5346.352051
	Iteration 44Q: 3 clusters Score -6448792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -6448802.500000 Penalty: 5346.352051
	Iteration 45Q: 3 clusters Score -6448802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -6448811.000000 Penalty: 5346.352051
	Iteration 46Q: 3 clusters Score -6448811 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -6448815.500000 Penalty: 5346.352051
	Iteration 47Q: 3 clusters Score -6448816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -6448820.000000 Penalty: 5346.352051
	Iteration 48Q: 3 clusters Score -6448820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -6448818.000000 Penalty: 5346.352051
	Iteration 49Q: 3 clusters Score -6448818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -6448820.500000 Penalty: 5346.352051
	Iteration 50Q: 3 clusters Score -6448820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -6448820.000000 Penalty: 5346.352051
	Iteration 51Q: 3 clusters Score -6448820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -6448819.500000 Penalty: 5346.352051
	Iteration 52Q: 3 clusters Score -6448820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -6448820.500000 Penalty: 5346.352051
	Iteration 53Q: 3 clusters Score -6448820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -6448826.000000 Penalty: 5346.352051
	Iteration 54Q: 3 clusters Score -6448826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -6448827.500000 Penalty: 5346.352051
	Iteration 55Q: 3 clusters Score -6448828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -6448822.000000 Penalty: 5346.352051
	Iteration 56Q: 3 clusters Score -6448822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -6448827.000000 Penalty: 5346.352051
	Iteration 57Q: 3 clusters Score -6448827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -6448823.000000 Penalty: 5346.352051
	Iteration 58Q: 3 clusters Score -6448823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -6448818.500000 Penalty: 5346.352051
	Iteration 59Q: 3 clusters Score -6448818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -6448818.500000 Penalty: 5346.352051
	Iteration 60F: 3 clusters Score -6448818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -6448822.500000 Penalty: 5346.352051
	Iteration 61Q: 3 clusters Score -6448822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -6448822.500000 Penalty: 5346.352051
	Iteration 62F: 3 clusters Score -6448822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -45004.183594 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -45004.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43583.289062 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -43583.29 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43755.042969 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -43755.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43806.070312 Penalty: 2956.658691
	Iteration 2Q: 3 clusters Score -43806.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43841.218750 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -43841.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43871.238281 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -43871.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43935.601562 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -43935.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44009.082031 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -44009.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44041.750000 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -44041.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44082.289062 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -44082.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -44138.960938 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -44138.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44246.570312 Penalty: 2956.658691
	Iteration 10Q: 3 clusters Score -44246.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44278.773438 Penalty: 2956.658691
	Iteration 11Q: 3 clusters Score -44278.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44303.863281 Penalty: 2956.658691
	Iteration 12Q: 3 clusters Score -44303.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44333.171875 Penalty: 2956.658691
	Iteration 13Q: 3 clusters Score -44333.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -44364.886719 Penalty: 2956.658691
	Iteration 14Q: 3 clusters Score -44364.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44384.164062 Penalty: 2956.658691
	Iteration 15Q: 3 clusters Score -44384.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44386.515625 Penalty: 2956.658691
	Iteration 16Q: 3 clusters Score -44386.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44386.515625 Penalty: 2956.658691
	Iteration 17F: 3 clusters Score -44386.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (93982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93982 members 
Entering Unmasked Estep 
Score: -12184364.000000 Penalty: 2839.812744
	Iteration 0F: 2 clusters Score -1.218436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -12121822.000000 Penalty: 5679.625488
	Iteration 0F: 3 clusters Score -1.212182e+07 nChanged 44156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -12148077.000000 Penalty: 5679.625488
	Iteration 1F: 3 clusters Score -1.214808e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -12150957.000000 Penalty: 5679.625488
	Iteration 2F: 3 clusters Score -1.215096e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -12155175.000000 Penalty: 5679.625488
	Iteration 3F: 3 clusters Score -1.215518e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
Score: -12160182.000000 Penalty: 5679.625488
	Iteration 4F: 3 clusters Score -1.216018e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 62695 members 
Entering Unmasked Estep 
Score: -12164500.000000 Penalty: 5679.625488
	Iteration 5F: 3 clusters Score -1.21645e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 65828 members 
Entering Unmasked Estep 
Score: -12167452.000000 Penalty: 5679.625488
	Iteration 6F: 3 clusters Score -1.216745e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -12169161.000000 Penalty: 5679.625488
	Iteration 7Q: 3 clusters Score -1.216916e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 71477 members 
Entering Unmasked Estep 
Score: -12170577.000000 Penalty: 5679.625488
	Iteration 8Q: 3 clusters Score -1.217058e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 74342 members 
Entering Unmasked Estep 
Score: -12171946.000000 Penalty: 5679.625488
	Iteration 9Q: 3 clusters Score -1.217195e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 77411 members 
Entering Unmasked Estep 
Score: -12173413.000000 Penalty: 5679.625488
	Iteration 10Q: 3 clusters Score -1.217341e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 80551 members 
Entering Unmasked Estep 
Score: -12175035.000000 Penalty: 5679.625488
	Iteration 11Q: 3 clusters Score -1.217504e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 83474 members 
Entering Unmasked Estep 
Score: -12176563.000000 Penalty: 5679.625488
	Iteration 12Q: 3 clusters Score -1.217656e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 86040 members 
Entering Unmasked Estep 
Score: -12177972.000000 Penalty: 5679.625488
	Iteration 13Q: 3 clusters Score -1.217797e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 88154 members 
Entering Unmasked Estep 
Score: -12179195.000000 Penalty: 5679.625488
	Iteration 14Q: 3 clusters Score -1.21792e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 89836 members 
Entering Unmasked Estep 
Score: -12180137.000000 Penalty: 5679.625488
	Iteration 15Q: 3 clusters Score -1.218014e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 91128 members 
Entering Unmasked Estep 
Score: -12180855.000000 Penalty: 5679.625488
	Iteration 16Q: 3 clusters Score -1.218086e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 91990 members 
Entering Unmasked Estep 
Score: -12181396.000000 Penalty: 5679.625488
	Iteration 17Q: 3 clusters Score -1.21814e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 92516 members 
Entering Unmasked Estep 
Score: -12181704.000000 Penalty: 5679.625488
	Iteration 18Q: 3 clusters Score -1.21817e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 92809 members 
Entering Unmasked Estep 
Score: -12181896.000000 Penalty: 5679.625488
	Iteration 19Q: 3 clusters Score -1.21819e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 92990 members 
Entering Unmasked Estep 
Score: -12181994.000000 Penalty: 5679.625488
	Iteration 20F: 3 clusters Score -1.218199e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 93099 members 
Entering Unmasked Estep 
Score: -12182027.000000 Penalty: 5679.625488
	Iteration 21Q: 3 clusters Score -1.218203e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 93165 members 
Entering Unmasked Estep 
Score: -12182077.000000 Penalty: 5679.625488
	Iteration 22Q: 3 clusters Score -1.218208e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 93207 members 
Entering Unmasked Estep 
Score: -12182072.000000 Penalty: 5679.625488
	Iteration 23Q: 3 clusters Score -1.218207e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 93242 members 
Entering Unmasked Estep 
Score: -12182116.000000 Penalty: 5679.625488
	Iteration 24Q: 3 clusters Score -1.218212e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 93257 members 
Entering Unmasked Estep 
Score: -12182119.000000 Penalty: 5679.625488
	Iteration 25Q: 3 clusters Score -1.218212e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 93269 members 
Entering Unmasked Estep 
Score: -12182139.000000 Penalty: 5679.625488
	Iteration 26Q: 3 clusters Score -1.218214e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 93284 members 
Entering Unmasked Estep 
Score: -12182144.000000 Penalty: 5679.625488
	Iteration 27Q: 3 clusters Score -1.218214e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 93300 members 
Entering Unmasked Estep 
Score: -12182146.000000 Penalty: 5679.625488
	Iteration 28Q: 3 clusters Score -1.218215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 93310 members 
Entering Unmasked Estep 
Score: -12182159.000000 Penalty: 5679.625488
	Iteration 29Q: 3 clusters Score -1.218216e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 93322 members 
Entering Unmasked Estep 
Score: -12182171.000000 Penalty: 5679.625488
	Iteration 30Q: 3 clusters Score -1.218217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 93327 members 
Entering Unmasked Estep 
Score: -12182165.000000 Penalty: 5679.625488
	Iteration 31Q: 3 clusters Score -1.218216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 93333 members 
Entering Unmasked Estep 
Score: -12182187.000000 Penalty: 5679.625488
	Iteration 32Q: 3 clusters Score -1.218219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 93335 members 
Entering Unmasked Estep 
Score: -12182182.000000 Penalty: 5679.625488
	Iteration 33Q: 3 clusters Score -1.218218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 93336 members 
Entering Unmasked Estep 
Score: -12182187.000000 Penalty: 5679.625488
	Iteration 34Q: 3 clusters Score -1.218219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 93336 members 
Entering Unmasked Estep 
Score: -12182187.000000 Penalty: 5679.625488
	Iteration 35F: 3 clusters Score -1.218219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (151483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151483 members 
Entering Unmasked Estep 
Score: -20125052.000000 Penalty: 2958.200684
	Iteration 0F: 2 clusters Score -2.012505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75071 members 
Mstep: Class 2 contains 76412 members 
Entering Unmasked Estep 
Score: -20024574.000000 Penalty: 5916.401367
	Iteration 0F: 3 clusters Score -2.002457e+07 nChanged 72456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64373 members 
Mstep: Class 2 contains 87110 members 
Entering Unmasked Estep 
Score: -20068178.000000 Penalty: 5916.401367
	Iteration 1F: 3 clusters Score -2.006818e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57250 members 
Mstep: Class 2 contains 94233 members 
Entering Unmasked Estep 
Score: -20071716.000000 Penalty: 5916.401367
	Iteration 2F: 3 clusters Score -2.007172e+07 nChanged 10578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 104529 members 
Entering Unmasked Estep 
Score: -20078494.000000 Penalty: 5916.401367
	Iteration 3F: 3 clusters Score -2.007849e+07 nChanged 13440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 117823 members 
Entering Unmasked Estep 
Score: -20089584.000000 Penalty: 5916.401367
	Iteration 4F: 3 clusters Score -2.008958e+07 nChanged 13989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 131766 members 
Entering Unmasked Estep 
Score: -20103058.000000 Penalty: 5916.401367
	Iteration 5F: 3 clusters Score -2.010306e+07 nChanged 10855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 142605 members 
Entering Unmasked Estep 
Score: -20114034.000000 Penalty: 5916.401367
	Iteration 6F: 3 clusters Score -2.011403e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 148295 members 
Entering Unmasked Estep 
Score: -20119706.000000 Penalty: 5916.401367
	Iteration 7Q: 3 clusters Score -2.011971e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 150378 members 
Entering Unmasked Estep 
Score: -20121524.000000 Penalty: 5916.401367
	Iteration 8Q: 3 clusters Score -2.012152e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 150969 members 
Entering Unmasked Estep 
Score: -20122058.000000 Penalty: 5916.401367
	Iteration 9Q: 3 clusters Score -2.012206e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 151144 members 
Entering Unmasked Estep 
Score: -20122266.000000 Penalty: 5916.401367
	Iteration 10Q: 3 clusters Score -2.012227e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 151212 members 
Entering Unmasked Estep 
Score: -20122380.000000 Penalty: 5916.401367
	Iteration 11Q: 3 clusters Score -2.012238e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 151244 members 
Entering Unmasked Estep 
Score: -20122438.000000 Penalty: 5916.401367
	Iteration 12Q: 3 clusters Score -2.012244e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 151254 members 
Entering Unmasked Estep 
Score: -20122474.000000 Penalty: 5916.401367
	Iteration 13Q: 3 clusters Score -2.012247e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 151261 members 
Entering Unmasked Estep 
Score: -20122506.000000 Penalty: 5916.401367
	Iteration 14Q: 3 clusters Score -2.012251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 151263 members 
Entering Unmasked Estep 
Score: -20122526.000000 Penalty: 5916.401367
	Iteration 15Q: 3 clusters Score -2.012253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 151264 members 
Entering Unmasked Estep 
Score: -20122542.000000 Penalty: 5916.401367
	Iteration 16Q: 3 clusters Score -2.012254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 151264 members 
Entering Unmasked Estep 
Score: -20122534.000000 Penalty: 5916.401367
	Iteration 17Q: 3 clusters Score -2.012253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 151265 members 
Entering Unmasked Estep 
Score: -20122536.000000 Penalty: 5916.401367
	Iteration 18Q: 3 clusters Score -2.012254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 151265 members 
Entering Unmasked Estep 
Score: -20122536.000000 Penalty: 5916.401367
	Iteration 19F: 3 clusters Score -2.012254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (155850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155850 members 
Entering Unmasked Estep 
Score: -21086244.000000 Penalty: 2965.249023
	Iteration 0F: 2 clusters Score -2.108624e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77802 members 
Mstep: Class 2 contains 78048 members 
Entering Unmasked Estep 
Score: -20983376.000000 Penalty: 5930.498047
	Iteration 0F: 3 clusters Score -2.098338e+07 nChanged 74541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75893 members 
Mstep: Class 2 contains 79957 members 
Entering Unmasked Estep 
Score: -21026504.000000 Penalty: 5930.498047
	Iteration 1F: 3 clusters Score -2.10265e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74607 members 
Mstep: Class 2 contains 81243 members 
Entering Unmasked Estep 
Score: -21027398.000000 Penalty: 5930.498047
	Iteration 2Q: 3 clusters Score -2.10274e+07 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72623 members 
Mstep: Class 2 contains 83227 members 
Entering Unmasked Estep 
Score: -21028288.000000 Penalty: 5930.498047
	Iteration 3Q: 3 clusters Score -2.102829e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69564 members 
Mstep: Class 2 contains 86286 members 
Entering Unmasked Estep 
Score: -21029608.000000 Penalty: 5930.498047
	Iteration 4Q: 3 clusters Score -2.102961e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65000 members 
Mstep: Class 2 contains 90850 members 
Entering Unmasked Estep 
Score: -21031480.000000 Penalty: 5930.498047
	Iteration 5Q: 3 clusters Score -2.103148e+07 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58386 members 
Mstep: Class 2 contains 97464 members 
Entering Unmasked Estep 
Score: -21034922.000000 Penalty: 5930.498047
	Iteration 6Q: 3 clusters Score -2.103492e+07 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 106525 members 
Entering Unmasked Estep 
Score: -21040662.000000 Penalty: 5930.498047
	Iteration 7F: 3 clusters Score -2.104066e+07 nChanged 11695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 117834 members 
Entering Unmasked Estep 
Score: -21049422.000000 Penalty: 5930.498047
	Iteration 8F: 3 clusters Score -2.104942e+07 nChanged 12407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 130033 members 
Entering Unmasked Estep 
Score: -21059950.000000 Penalty: 5930.498047
	Iteration 9F: 3 clusters Score -2.105995e+07 nChanged 10889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 140868 members 
Entering Unmasked Estep 
Score: -21070234.000000 Penalty: 5930.498047
	Iteration 10F: 3 clusters Score -2.107023e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 148429 members 
Entering Unmasked Estep 
Score: -21077854.000000 Penalty: 5930.498047
	Iteration 11Q: 3 clusters Score -2.107785e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 152720 members 
Entering Unmasked Estep 
Score: -21081422.000000 Penalty: 5930.498047
	Iteration 12Q: 3 clusters Score -2.108142e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 154510 members 
Entering Unmasked Estep 
Score: -21082850.000000 Penalty: 5930.498047
	Iteration 13Q: 3 clusters Score -2.108285e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 155144 members 
Entering Unmasked Estep 
Score: -21083322.000000 Penalty: 5930.498047
	Iteration 14Q: 3 clusters Score -2.108332e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 155354 members 
Entering Unmasked Estep 
Score: -21083490.000000 Penalty: 5930.498047
	Iteration 15Q: 3 clusters Score -2.108349e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 155442 members 
Entering Unmasked Estep 
Score: -21083590.000000 Penalty: 5930.498047
	Iteration 16Q: 3 clusters Score -2.108359e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 155481 members 
Entering Unmasked Estep 
Score: -21083618.000000 Penalty: 5930.498047
	Iteration 17Q: 3 clusters Score -2.108362e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 155503 members 
Entering Unmasked Estep 
Score: -21083654.000000 Penalty: 5930.498047
	Iteration 18Q: 3 clusters Score -2.108365e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 155518 members 
Entering Unmasked Estep 
Score: -21083674.000000 Penalty: 5930.498047
	Iteration 19Q: 3 clusters Score -2.108367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 155525 members 
Entering Unmasked Estep 
Score: -21083674.000000 Penalty: 5930.498047
	Iteration 20F: 3 clusters Score -2.108367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 155528 members 
Entering Unmasked Estep 
Score: -21083672.000000 Penalty: 5930.498047
	Iteration 21Q: 3 clusters Score -2.108367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 155533 members 
Entering Unmasked Estep 
Score: -21083692.000000 Penalty: 5930.498047
	Iteration 22Q: 3 clusters Score -2.108369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 155536 members 
Entering Unmasked Estep 
Score: -21083690.000000 Penalty: 5930.498047
	Iteration 23Q: 3 clusters Score -2.108369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 155536 members 
Entering Unmasked Estep 
Score: -21083690.000000 Penalty: 5930.498047
	Iteration 24F: 3 clusters Score -2.108369e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Entering Unmasked Estep 
Score: -359322.968750 Penalty: 1941.254639
	Iteration 0F: 2 clusters Score -359323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -356371.343750 Penalty: 3882.509277
	Iteration 0F: 3 clusters Score -356371.3 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -356946.906250 Penalty: 3882.509277
	Iteration 1F: 3 clusters Score -356946.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -357042.000000 Penalty: 3882.509277
	Iteration 2F: 3 clusters Score -357042 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -357106.875000 Penalty: 3882.509277
	Iteration 3Q: 3 clusters Score -357106.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -357143.875000 Penalty: 3882.509277
	Iteration 4Q: 3 clusters Score -357143.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -357168.062500 Penalty: 3882.509277
	Iteration 5Q: 3 clusters Score -357168.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -357180.468750 Penalty: 3882.509277
	Iteration 6Q: 3 clusters Score -357180.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -357187.687500 Penalty: 3882.509277
	Iteration 7Q: 3 clusters Score -357187.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -357196.375000 Penalty: 3882.509277
	Iteration 8Q: 3 clusters Score -357196.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -357203.156250 Penalty: 3882.509277
	Iteration 9Q: 3 clusters Score -357203.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -357210.687500 Penalty: 3882.509277
	Iteration 10Q: 3 clusters Score -357210.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -357214.062500 Penalty: 3882.509277
	Iteration 11Q: 3 clusters Score -357214.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -357217.218750 Penalty: 3882.509277
	Iteration 12Q: 3 clusters Score -357217.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -357219.875000 Penalty: 3882.509277
	Iteration 13Q: 3 clusters Score -357219.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -357222.531250 Penalty: 3882.509277
	Iteration 14Q: 3 clusters Score -357222.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -357224.500000 Penalty: 3882.509277
	Iteration 15Q: 3 clusters Score -357224.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -357227.031250 Penalty: 3882.509277
	Iteration 16Q: 3 clusters Score -357227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -357228.562500 Penalty: 3882.509277
	Iteration 17Q: 3 clusters Score -357228.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -357231.812500 Penalty: 3882.509277
	Iteration 18Q: 3 clusters Score -357231.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -357233.500000 Penalty: 3882.509277
	Iteration 19Q: 3 clusters Score -357233.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -357235.687500 Penalty: 3882.509277
	Iteration 20F: 3 clusters Score -357235.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -357238.656250 Penalty: 3882.509277
	Iteration 21Q: 3 clusters Score -357238.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -357240.343750 Penalty: 3882.509277
	Iteration 22Q: 3 clusters Score -357240.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -357241.906250 Penalty: 3882.509277
	Iteration 23Q: 3 clusters Score -357241.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -357243.687500 Penalty: 3882.509277
	Iteration 24Q: 3 clusters Score -357243.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -357243.968750 Penalty: 3882.509277
	Iteration 25Q: 3 clusters Score -357244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -357243.968750 Penalty: 3882.509277
	Iteration 26F: 3 clusters Score -357244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -16018.585938 Penalty: 1252.364380
	Iteration 0F: 2 clusters Score -16018.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15082.506836 Penalty: 2504.728760
	Iteration 0F: 3 clusters Score -15082.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15123.972656 Penalty: 2504.728760
	Iteration 1F: 3 clusters Score -15123.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15148.211914 Penalty: 2504.728760
	Iteration 2Q: 3 clusters Score -15148.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -15164.393555 Penalty: 2504.728760
	Iteration 3Q: 3 clusters Score -15164.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15180.604492 Penalty: 2504.728760
	Iteration 4Q: 3 clusters Score -15180.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15180.604492 Penalty: 2504.728760
	Iteration 5F: 3 clusters Score -15180.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -58088.234375 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -58088.23 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 245 members 
Entering Unmasked Estep 
Score: -56643.234375 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -56643.23 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -57079.128906 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -57079.13 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -57276.246094 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -57276.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -57376.492188 Penalty: 3060.126709
	Iteration 3F: 3 clusters Score -57376.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -57442.160156 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -57442.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -57469.988281 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -57469.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -57492.144531 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -57492.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -57548.332031 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -57548.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -57589.695312 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -57589.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -57644.996094 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -57645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -57725.703125 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -57725.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -57732.984375 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -57732.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -57735.382812 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -57735.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -57735.382812 Penalty: 3060.126709
	Iteration 13F: 3 clusters Score -57735.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -18882.685547 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -18882.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17826.410156 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -17826.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17877.021484 Penalty: 2586.608154
	Iteration 1F: 3 clusters Score -17877.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -17908.283203 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -17908.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -17921.173828 Penalty: 2586.608154
	Iteration 3Q: 3 clusters Score -17921.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17937.261719 Penalty: 2586.608154
	Iteration 4Q: 3 clusters Score -17937.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17937.261719 Penalty: 2586.608154
	Iteration 5F: 3 clusters Score -17937.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Entering Unmasked Estep 
Score: -701619.125000 Penalty: 2127.228760
	Iteration 0F: 2 clusters Score -701619.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -696907.625000 Penalty: 4254.457520
	Iteration 0F: 3 clusters Score -696907.6 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -698088.500000 Penalty: 4254.457520
	Iteration 1F: 3 clusters Score -698088.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -698392.750000 Penalty: 4254.457520
	Iteration 2F: 3 clusters Score -698392.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -698625.000000 Penalty: 4254.457520
	Iteration 3F: 3 clusters Score -698625 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -698879.937500 Penalty: 4254.457520
	Iteration 4F: 3 clusters Score -698879.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -699151.750000 Penalty: 4254.457520
	Iteration 5F: 3 clusters Score -699151.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -699355.562500 Penalty: 4254.457520
	Iteration 6Q: 3 clusters Score -699355.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -699531.500000 Penalty: 4254.457520
	Iteration 7Q: 3 clusters Score -699531.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -699704.625000 Penalty: 4254.457520
	Iteration 8Q: 3 clusters Score -699704.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -699837.187500 Penalty: 4254.457520
	Iteration 9Q: 3 clusters Score -699837.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -699944.687500 Penalty: 4254.457520
	Iteration 10Q: 3 clusters Score -699944.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -700038.250000 Penalty: 4254.457520
	Iteration 11Q: 3 clusters Score -700038.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -700102.125000 Penalty: 4254.457520
	Iteration 12Q: 3 clusters Score -700102.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -700149.375000 Penalty: 4254.457520
	Iteration 13Q: 3 clusters Score -700149.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -700174.687500 Penalty: 4254.457520
	Iteration 14Q: 3 clusters Score -700174.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -700184.062500 Penalty: 4254.457520
	Iteration 15Q: 3 clusters Score -700184.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -700189.375000 Penalty: 4254.457520
	Iteration 16Q: 3 clusters Score -700189.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -700191.062500 Penalty: 4254.457520
	Iteration 17Q: 3 clusters Score -700191.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -700192.500000 Penalty: 4254.457520
	Iteration 18Q: 3 clusters Score -700192.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -700192.250000 Penalty: 4254.457520
	Iteration 19Q: 3 clusters Score -700192.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -700192.250000 Penalty: 4254.457520
	Iteration 20F: 3 clusters Score -700192.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167570 members 
Mstep: Class 5 contains 150007 members 
Mstep: Class 6 contains 147244 members 
Mstep: Class 7 contains 160401 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8307 members 
Mstep: Class 10 contains 13659 members 
Mstep: Class 11 contains 8234 members 
Mstep: Class 12 contains 26971 members 
Mstep: Class 13 contains 67852 members 
Mstep: Class 14 contains 165684 members 
Mstep: Class 15 contains 47999 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93982 members 
Mstep: Class 18 contains 151483 members 
Mstep: Class 19 contains 155850 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465568.000000 Penalty: 84149.148438
Iteration 239Q: 25 clusters Score -1.804656e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167594 members 
Mstep: Class 5 contains 150069 members 
Mstep: Class 6 contains 147228 members 
Mstep: Class 7 contains 160329 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8309 members 
Mstep: Class 10 contains 13665 members 
Mstep: Class 11 contains 8234 members 
Mstep: Class 12 contains 26969 members 
Mstep: Class 13 contains 67852 members 
Mstep: Class 14 contains 165738 members 
Mstep: Class 15 contains 47981 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93997 members 
Mstep: Class 18 contains 151506 members 
Mstep: Class 19 contains 155751 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465552.000000 Penalty: 84149.148438
Iteration 240F: 25 clusters Score -1.804656e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167599 members 
Mstep: Class 5 contains 150140 members 
Mstep: Class 6 contains 147217 members 
Mstep: Class 7 contains 160247 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8309 members 
Mstep: Class 10 contains 13675 members 
Mstep: Class 11 contains 8234 members 
Mstep: Class 12 contains 26966 members 
Mstep: Class 13 contains 67859 members 
Mstep: Class 14 contains 165787 members 
Mstep: Class 15 contains 47960 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93997 members 
Mstep: Class 18 contains 151540 members 
Mstep: Class 19 contains 155674 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465360.000000 Penalty: 84149.148438
Iteration 241Q: 25 clusters Score -1.804654e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167586 members 
Mstep: Class 5 contains 150205 members 
Mstep: Class 6 contains 147215 members 
Mstep: Class 7 contains 160180 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8309 members 
Mstep: Class 10 contains 13681 members 
Mstep: Class 11 contains 8235 members 
Mstep: Class 12 contains 26970 members 
Mstep: Class 13 contains 67865 members 
Mstep: Class 14 contains 165832 members 
Mstep: Class 15 contains 47947 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 94015 members 
Mstep: Class 18 contains 151552 members 
Mstep: Class 19 contains 155601 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465216.000000 Penalty: 84149.148438
Iteration 242Q: 25 clusters Score -1.804652e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167537 members 
Mstep: Class 5 contains 150269 members 
Mstep: Class 6 contains 147233 members 
Mstep: Class 7 contains 160097 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8308 members 
Mstep: Class 10 contains 13687 members 
Mstep: Class 11 contains 8235 members 
Mstep: Class 12 contains 26969 members 
Mstep: Class 13 contains 67875 members 
Mstep: Class 14 contains 165822 members 
Mstep: Class 15 contains 47950 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 94036 members 
Mstep: Class 18 contains 151577 members 
Mstep: Class 19 contains 155590 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465200.000000 Penalty: 84149.148438
Iteration 243Q: 25 clusters Score -1.804652e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167509 members 
Mstep: Class 5 contains 150334 members 
Mstep: Class 6 contains 147269 members 
Mstep: Class 7 contains 159983 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8308 members 
Mstep: Class 10 contains 13691 members 
Mstep: Class 11 contains 8235 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 67884 members 
Mstep: Class 14 contains 165815 members 
Mstep: Class 15 contains 47948 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 94048 members 
Mstep: Class 18 contains 151608 members 
Mstep: Class 19 contains 155570 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465088.000000 Penalty: 84149.148438
Iteration 244Q: 25 clusters Score -1.804651e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167481 members 
Mstep: Class 5 contains 150405 members 
Mstep: Class 6 contains 147254 members 
Mstep: Class 7 contains 159883 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 8309 members 
Mstep: Class 10 contains 13688 members 
Mstep: Class 11 contains 8235 members 
Mstep: Class 12 contains 26971 members 
Mstep: Class 13 contains 67888 members 
Mstep: Class 14 contains 165865 members 
Mstep: Class 15 contains 47955 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 94056 members 
Mstep: Class 18 contains 151629 members 
Mstep: Class 19 contains 155524 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465360.000000 Penalty: 84149.148438
Iteration 245Q: 25 clusters Score -1.804654e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167440 members 
Mstep: Class 5 contains 150472 members 
Mstep: Class 6 contains 147256 members 
Mstep: Class 7 contains 159787 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 8312 members 
Mstep: Class 10 contains 13689 members 
Mstep: Class 11 contains 8238 members 
Mstep: Class 12 contains 26973 members 
Mstep: Class 13 contains 67915 members 
Mstep: Class 14 contains 165894 members 
Mstep: Class 15 contains 47959 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 94062 members 
Mstep: Class 18 contains 151640 members 
Mstep: Class 19 contains 155487 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465136.000000 Penalty: 84149.148438
Iteration 246Q: 25 clusters Score -1.804651e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167406 members 
Mstep: Class 5 contains 150524 members 
Mstep: Class 6 contains 147282 members 
Mstep: Class 7 contains 159699 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 8314 members 
Mstep: Class 10 contains 13693 members 
Mstep: Class 11 contains 8239 members 
Mstep: Class 12 contains 26971 members 
Mstep: Class 13 contains 67929 members 
Mstep: Class 14 contains 165931 members 
Mstep: Class 15 contains 47951 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 94073 members 
Mstep: Class 18 contains 151658 members 
Mstep: Class 19 contains 155438 members 
Mstep: Class 20 contains 2516 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465392.000000 Penalty: 84149.148438
Iteration 247Q: 25 clusters Score -1.804654e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167381 members 
Mstep: Class 5 contains 150576 members 
Mstep: Class 6 contains 147296 members 
Mstep: Class 7 contains 159630 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 8317 members 
Mstep: Class 10 contains 13689 members 
Mstep: Class 11 contains 8240 members 
Mstep: Class 12 contains 26966 members 
Mstep: Class 13 contains 67952 members 
Mstep: Class 14 contains 165975 members 
Mstep: Class 15 contains 47940 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 94085 members 
Mstep: Class 18 contains 151675 members 
Mstep: Class 19 contains 155373 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465008.000000 Penalty: 84149.148438
Iteration 248Q: 25 clusters Score -1.80465e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167350 members 
Mstep: Class 5 contains 150636 members 
Mstep: Class 6 contains 147309 members 
Mstep: Class 7 contains 159564 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 8322 members 
Mstep: Class 10 contains 13690 members 
Mstep: Class 11 contains 8240 members 
Mstep: Class 12 contains 26965 members 
Mstep: Class 13 contains 67981 members 
Mstep: Class 14 contains 166025 members 
Mstep: Class 15 contains 47926 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 94080 members 
Mstep: Class 18 contains 151672 members 
Mstep: Class 19 contains 155323 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464832.000000 Penalty: 84149.148438
Iteration 249Q: 25 clusters Score -1.804648e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167323 members 
Mstep: Class 5 contains 150673 members 
Mstep: Class 6 contains 147323 members 
Mstep: Class 7 contains 159527 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 8325 members 
Mstep: Class 10 contains 13691 members 
Mstep: Class 11 contains 8241 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 67994 members 
Mstep: Class 14 contains 166019 members 
Mstep: Class 15 contains 47916 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 94076 members 
Mstep: Class 18 contains 151683 members 
Mstep: Class 19 contains 155306 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464768.000000 Penalty: 84149.148438
Iteration 250Q: 25 clusters Score -1.804648e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167279 members 
Mstep: Class 5 contains 150696 members 
Mstep: Class 6 contains 147357 members 
Mstep: Class 7 contains 159467 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 8334 members 
Mstep: Class 10 contains 13696 members 
Mstep: Class 11 contains 8241 members 
Mstep: Class 12 contains 26966 members 
Mstep: Class 13 contains 68015 members 
Mstep: Class 14 contains 165991 members 
Mstep: Class 15 contains 47900 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 94084 members 
Mstep: Class 18 contains 151693 members 
Mstep: Class 19 contains 155320 members 
Mstep: Class 20 contains 2522 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464768.000000 Penalty: 84149.148438
Iteration 251Q: 25 clusters Score -1.804648e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167234 members 
Mstep: Class 5 contains 150720 members 
Mstep: Class 6 contains 147395 members 
Mstep: Class 7 contains 159434 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13696 members 
Mstep: Class 11 contains 8241 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68030 members 
Mstep: Class 14 contains 166011 members 
Mstep: Class 15 contains 47878 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 94087 members 
Mstep: Class 18 contains 151691 members 
Mstep: Class 19 contains 155300 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464800.000000 Penalty: 84149.148438
Iteration 252Q: 25 clusters Score -1.804648e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167194 members 
Mstep: Class 5 contains 150749 members 
Mstep: Class 6 contains 147446 members 
Mstep: Class 7 contains 159386 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13697 members 
Mstep: Class 11 contains 8241 members 
Mstep: Class 12 contains 26962 members 
Mstep: Class 13 contains 68040 members 
Mstep: Class 14 contains 166039 members 
Mstep: Class 15 contains 47861 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 94089 members 
Mstep: Class 18 contains 151676 members 
Mstep: Class 19 contains 155283 members 
Mstep: Class 20 contains 2524 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464864.000000 Penalty: 84149.148438
Iteration 253Q: 25 clusters Score -1.804649e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 167166 members 
Mstep: Class 5 contains 150792 members 
Mstep: Class 6 contains 147482 members 
Mstep: Class 7 contains 159338 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 8336 members 
Mstep: Class 10 contains 13693 members 
Mstep: Class 11 contains 8241 members 
Mstep: Class 12 contains 26957 members 
Mstep: Class 13 contains 68047 members 
Mstep: Class 14 contains 166074 members 
Mstep: Class 15 contains 47843 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 94082 members 
Mstep: Class 18 contains 151676 members 
Mstep: Class 19 contains 155260 members 
Mstep: Class 20 contains 2524 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464880.000000 Penalty: 84149.148438
Iteration 254Q: 25 clusters Score -1.804649e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 167141 members 
Mstep: Class 5 contains 150830 members 
Mstep: Class 6 contains 147517 members 
Mstep: Class 7 contains 159324 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 8333 members 
Mstep: Class 10 contains 13693 members 
Mstep: Class 11 contains 8241 members 
Mstep: Class 12 contains 26952 members 
Mstep: Class 13 contains 68041 members 
Mstep: Class 14 contains 166078 members 
Mstep: Class 15 contains 47827 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 94073 members 
Mstep: Class 18 contains 151688 members 
Mstep: Class 19 contains 155232 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464720.000000 Penalty: 84149.148438
Iteration 255Q: 25 clusters Score -1.804647e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 167105 members 
Mstep: Class 5 contains 150854 members 
Mstep: Class 6 contains 147565 members 
Mstep: Class 7 contains 159293 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 8330 members 
Mstep: Class 10 contains 13693 members 
Mstep: Class 11 contains 8241 members 
Mstep: Class 12 contains 26951 members 
Mstep: Class 13 contains 68046 members 
Mstep: Class 14 contains 166093 members 
Mstep: Class 15 contains 47808 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 94071 members 
Mstep: Class 18 contains 151674 members 
Mstep: Class 19 contains 155234 members 
Mstep: Class 20 contains 2531 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464752.000000 Penalty: 84149.148438
Iteration 256Q: 25 clusters Score -1.804648e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 167069 members 
Mstep: Class 5 contains 150864 members 
Mstep: Class 6 contains 147613 members 
Mstep: Class 7 contains 159242 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 8330 members 
Mstep: Class 10 contains 13693 members 
Mstep: Class 11 contains 8241 members 
Mstep: Class 12 contains 26957 members 
Mstep: Class 13 contains 68048 members 
Mstep: Class 14 contains 166133 members 
Mstep: Class 15 contains 47787 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 94072 members 
Mstep: Class 18 contains 151664 members 
Mstep: Class 19 contains 155230 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464352.000000 Penalty: 84149.148438
Iteration 257Q: 25 clusters Score -1.804644e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 167055 members 
Mstep: Class 5 contains 150872 members 
Mstep: Class 6 contains 147669 members 
Mstep: Class 7 contains 159215 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 8332 members 
Mstep: Class 10 contains 13696 members 
Mstep: Class 11 contains 8241 members 
Mstep: Class 12 contains 26960 members 
Mstep: Class 13 contains 68053 members 
Mstep: Class 14 contains 166161 members 
Mstep: Class 15 contains 47771 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 94073 members 
Mstep: Class 18 contains 151654 members 
Mstep: Class 19 contains 155185 members 
Mstep: Class 20 contains 2531 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464432.000000 Penalty: 84149.148438
Iteration 258Q: 25 clusters Score -1.804644e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 167036 members 
Mstep: Class 5 contains 150889 members 
Mstep: Class 6 contains 147752 members 
Mstep: Class 7 contains 159194 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 8334 members 
Mstep: Class 10 contains 13694 members 
Mstep: Class 11 contains 8241 members 
Mstep: Class 12 contains 26956 members 
Mstep: Class 13 contains 68064 members 
Mstep: Class 14 contains 166145 members 
Mstep: Class 15 contains 47760 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 94065 members 
Mstep: Class 18 contains 151642 members 
Mstep: Class 19 contains 155150 members 
Mstep: Class 20 contains 2530 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464496.000000 Penalty: 84149.148438
Iteration 259Q: 25 clusters Score -1.804645e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 167042 members 
Mstep: Class 5 contains 150891 members 
Mstep: Class 6 contains 147796 members 
Mstep: Class 7 contains 159167 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 8336 members 
Mstep: Class 10 contains 13694 members 
Mstep: Class 11 contains 8241 members 
Mstep: Class 12 contains 26959 members 
Mstep: Class 13 contains 68075 members 
Mstep: Class 14 contains 166164 members 
Mstep: Class 15 contains 47756 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 94052 members 
Mstep: Class 18 contains 151630 members 
Mstep: Class 19 contains 155100 members 
Mstep: Class 20 contains 2533 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464784.000000 Penalty: 84149.148438
Iteration 260F: 25 clusters Score -1.804648e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 167053 members 
Mstep: Class 5 contains 150878 members 
Mstep: Class 6 contains 147852 members 
Mstep: Class 7 contains 159140 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13692 members 
Mstep: Class 11 contains 8241 members 
Mstep: Class 12 contains 26965 members 
Mstep: Class 13 contains 68082 members 
Mstep: Class 14 contains 166202 members 
Mstep: Class 15 contains 47743 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 94042 members 
Mstep: Class 18 contains 151618 members 
Mstep: Class 19 contains 155044 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464816.000000 Penalty: 84149.148438
Iteration 261Q: 25 clusters Score -1.804648e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 167055 members 
Mstep: Class 5 contains 150838 members 
Mstep: Class 6 contains 147901 members 
Mstep: Class 7 contains 159127 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13691 members 
Mstep: Class 11 contains 8241 members 
Mstep: Class 12 contains 26961 members 
Mstep: Class 13 contains 68103 members 
Mstep: Class 14 contains 166265 members 
Mstep: Class 15 contains 47733 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 94037 members 
Mstep: Class 18 contains 151618 members 
Mstep: Class 19 contains 154965 members 
Mstep: Class 20 contains 2540 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464688.000000 Penalty: 84149.148438
Iteration 262Q: 25 clusters Score -1.804647e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 167053 members 
Mstep: Class 5 contains 150788 members 
Mstep: Class 6 contains 147981 members 
Mstep: Class 7 contains 159106 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8339 members 
Mstep: Class 10 contains 13693 members 
Mstep: Class 11 contains 8241 members 
Mstep: Class 12 contains 26956 members 
Mstep: Class 13 contains 68099 members 
Mstep: Class 14 contains 166336 members 
Mstep: Class 15 contains 47733 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 94030 members 
Mstep: Class 18 contains 151607 members 
Mstep: Class 19 contains 154899 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464688.000000 Penalty: 84149.148438
Iteration 263Q: 25 clusters Score -1.804647e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 167047 members 
Mstep: Class 5 contains 150759 members 
Mstep: Class 6 contains 148044 members 
Mstep: Class 7 contains 159127 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13694 members 
Mstep: Class 11 contains 8242 members 
Mstep: Class 12 contains 26950 members 
Mstep: Class 13 contains 68102 members 
Mstep: Class 14 contains 166365 members 
Mstep: Class 15 contains 47724 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 94011 members 
Mstep: Class 18 contains 151597 members 
Mstep: Class 19 contains 154849 members 
Mstep: Class 20 contains 2546 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464576.000000 Penalty: 84149.148438
Iteration 264Q: 25 clusters Score -1.804646e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167072 members 
Mstep: Class 5 contains 150740 members 
Mstep: Class 6 contains 148121 members 
Mstep: Class 7 contains 159123 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13692 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26946 members 
Mstep: Class 13 contains 68103 members 
Mstep: Class 14 contains 166399 members 
Mstep: Class 15 contains 47719 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93993 members 
Mstep: Class 18 contains 151562 members 
Mstep: Class 19 contains 154779 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464496.000000 Penalty: 84149.148438
Iteration 265Q: 25 clusters Score -1.804645e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167099 members 
Mstep: Class 5 contains 150731 members 
Mstep: Class 6 contains 148187 members 
Mstep: Class 7 contains 159126 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13689 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26940 members 
Mstep: Class 13 contains 68105 members 
Mstep: Class 14 contains 166428 members 
Mstep: Class 15 contains 47712 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93977 members 
Mstep: Class 18 contains 151539 members 
Mstep: Class 19 contains 154708 members 
Mstep: Class 20 contains 2552 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464672.000000 Penalty: 84149.148438
Iteration 266Q: 25 clusters Score -1.804647e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167108 members 
Mstep: Class 5 contains 150708 members 
Mstep: Class 6 contains 148273 members 
Mstep: Class 7 contains 159112 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 8336 members 
Mstep: Class 10 contains 13689 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26943 members 
Mstep: Class 13 contains 68102 members 
Mstep: Class 14 contains 166440 members 
Mstep: Class 15 contains 47703 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93970 members 
Mstep: Class 18 contains 151517 members 
Mstep: Class 19 contains 154664 members 
Mstep: Class 20 contains 2554 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464608.000000 Penalty: 84149.148438
Iteration 267Q: 25 clusters Score -1.804646e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167106 members 
Mstep: Class 5 contains 150693 members 
Mstep: Class 6 contains 148344 members 
Mstep: Class 7 contains 159091 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8331 members 
Mstep: Class 10 contains 13691 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26943 members 
Mstep: Class 13 contains 68107 members 
Mstep: Class 14 contains 166458 members 
Mstep: Class 15 contains 47687 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93955 members 
Mstep: Class 18 contains 151485 members 
Mstep: Class 19 contains 154658 members 
Mstep: Class 20 contains 2554 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464992.000000 Penalty: 84149.148438
Iteration 268Q: 25 clusters Score -1.80465e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167095 members 
Mstep: Class 5 contains 150686 members 
Mstep: Class 6 contains 148430 members 
Mstep: Class 7 contains 159056 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8327 members 
Mstep: Class 10 contains 13692 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26936 members 
Mstep: Class 13 contains 68101 members 
Mstep: Class 14 contains 166466 members 
Mstep: Class 15 contains 47670 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93948 members 
Mstep: Class 18 contains 151455 members 
Mstep: Class 19 contains 154674 members 
Mstep: Class 20 contains 2554 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465056.000000 Penalty: 84149.148438
Iteration 269Q: 25 clusters Score -1.804651e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167086 members 
Mstep: Class 5 contains 150694 members 
Mstep: Class 6 contains 148508 members 
Mstep: Class 7 contains 159021 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8325 members 
Mstep: Class 10 contains 13690 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26934 members 
Mstep: Class 13 contains 68109 members 
Mstep: Class 14 contains 166466 members 
Mstep: Class 15 contains 47652 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93936 members 
Mstep: Class 18 contains 151435 members 
Mstep: Class 19 contains 154666 members 
Mstep: Class 20 contains 2554 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465248.000000 Penalty: 84149.148438
Iteration 270Q: 25 clusters Score -1.804652e+08 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167069 members 
Mstep: Class 5 contains 150659 members 
Mstep: Class 6 contains 148607 members 
Mstep: Class 7 contains 159003 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8325 members 
Mstep: Class 10 contains 13690 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26939 members 
Mstep: Class 13 contains 68112 members 
Mstep: Class 14 contains 166466 members 
Mstep: Class 15 contains 47641 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93929 members 
Mstep: Class 18 contains 151408 members 
Mstep: Class 19 contains 154662 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465440.000000 Penalty: 84149.148438
Iteration 271Q: 25 clusters Score -1.804654e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167054 members 
Mstep: Class 5 contains 150663 members 
Mstep: Class 6 contains 148688 members 
Mstep: Class 7 contains 159004 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8325 members 
Mstep: Class 10 contains 13690 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26942 members 
Mstep: Class 13 contains 68103 members 
Mstep: Class 14 contains 166442 members 
Mstep: Class 15 contains 47633 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93932 members 
Mstep: Class 18 contains 151379 members 
Mstep: Class 19 contains 154643 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465216.000000 Penalty: 84149.148438
Iteration 272Q: 25 clusters Score -1.804652e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167069 members 
Mstep: Class 5 contains 150653 members 
Mstep: Class 6 contains 148747 members 
Mstep: Class 7 contains 158985 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8324 members 
Mstep: Class 10 contains 13686 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26944 members 
Mstep: Class 13 contains 68120 members 
Mstep: Class 14 contains 166426 members 
Mstep: Class 15 contains 47628 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93926 members 
Mstep: Class 18 contains 151341 members 
Mstep: Class 19 contains 154641 members 
Mstep: Class 20 contains 2555 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465136.000000 Penalty: 84149.148438
Iteration 273Q: 25 clusters Score -1.804651e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167093 members 
Mstep: Class 5 contains 150642 members 
Mstep: Class 6 contains 148814 members 
Mstep: Class 7 contains 158993 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8324 members 
Mstep: Class 10 contains 13684 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26949 members 
Mstep: Class 13 contains 68128 members 
Mstep: Class 14 contains 166397 members 
Mstep: Class 15 contains 47622 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93929 members 
Mstep: Class 18 contains 151303 members 
Mstep: Class 19 contains 154601 members 
Mstep: Class 20 contains 2556 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465152.000000 Penalty: 84149.148438
Iteration 274Q: 25 clusters Score -1.804652e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167115 members 
Mstep: Class 5 contains 150630 members 
Mstep: Class 6 contains 148892 members 
Mstep: Class 7 contains 159007 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8324 members 
Mstep: Class 10 contains 13680 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26955 members 
Mstep: Class 13 contains 68143 members 
Mstep: Class 14 contains 166332 members 
Mstep: Class 15 contains 47621 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93925 members 
Mstep: Class 18 contains 151275 members 
Mstep: Class 19 contains 154562 members 
Mstep: Class 20 contains 2559 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465040.000000 Penalty: 84149.148438
Iteration 275Q: 25 clusters Score -1.80465e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167153 members 
Mstep: Class 5 contains 150614 members 
Mstep: Class 6 contains 148975 members 
Mstep: Class 7 contains 159025 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8324 members 
Mstep: Class 10 contains 13677 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26956 members 
Mstep: Class 13 contains 68153 members 
Mstep: Class 14 contains 166254 members 
Mstep: Class 15 contains 47615 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93912 members 
Mstep: Class 18 contains 151258 members 
Mstep: Class 19 contains 154531 members 
Mstep: Class 20 contains 2563 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465136.000000 Penalty: 84149.148438
Iteration 276Q: 25 clusters Score -1.804651e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167189 members 
Mstep: Class 5 contains 150613 members 
Mstep: Class 6 contains 149038 members 
Mstep: Class 7 contains 159048 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8323 members 
Mstep: Class 10 contains 13674 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26957 members 
Mstep: Class 13 contains 68165 members 
Mstep: Class 14 contains 166196 members 
Mstep: Class 15 contains 47599 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93908 members 
Mstep: Class 18 contains 151238 members 
Mstep: Class 19 contains 154476 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465072.000000 Penalty: 84149.148438
Iteration 277Q: 25 clusters Score -1.804651e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167219 members 
Mstep: Class 5 contains 150608 members 
Mstep: Class 6 contains 149087 members 
Mstep: Class 7 contains 159052 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8325 members 
Mstep: Class 10 contains 13673 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26959 members 
Mstep: Class 13 contains 68174 members 
Mstep: Class 14 contains 166160 members 
Mstep: Class 15 contains 47588 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93903 members 
Mstep: Class 18 contains 151201 members 
Mstep: Class 19 contains 154448 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465040.000000 Penalty: 84149.148438
Iteration 278Q: 25 clusters Score -1.80465e+08 nChanged 772
Entering ConstructFrom: 
Score: -180465040.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -88684.000000 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -88684 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 356 members 
Entering Unmasked Estep 
Score: -86966.250000 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -86966.25 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -87234.273438 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -87234.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -87325.359375 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -87325.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -87382.992188 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -87382.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -87449.117188 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -87449.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -87498.039062 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -87498.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -87524.507812 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -87524.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -87581.468750 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -87581.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -87631.039062 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -87631.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -87656.781250 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -87656.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -87676.265625 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -87676.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -87686.898438 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -87686.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -87694.054688 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -87694.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -87696.507812 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -87696.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -87696.921875 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -87696.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -87696.921875 Penalty: 3261.237549
	Iteration 15F: 3 clusters Score -87696.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -145748.687500 Penalty: 1760.192139
	Iteration 0F: 2 clusters Score -145748.7 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 591 members 
Entering Unmasked Estep 
Score: -143670.703125 Penalty: 3520.384277
	Iteration 0F: 3 clusters Score -143670.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -144212.140625 Penalty: 3520.384277
	Iteration 1F: 3 clusters Score -144212.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -144984.828125 Penalty: 3520.384277
	Iteration 2F: 3 clusters Score -144984.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -145364.171875 Penalty: 3520.384277
	Iteration 3F: 3 clusters Score -145364.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -145597.015625 Penalty: 3520.384277
	Iteration 4F: 3 clusters Score -145597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -145688.078125 Penalty: 3520.384277
	Iteration 5Q: 3 clusters Score -145688.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -145727.734375 Penalty: 3520.384277
	Iteration 6Q: 3 clusters Score -145727.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -145745.921875 Penalty: 3520.384277
	Iteration 7Q: 3 clusters Score -145745.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -145767.453125 Penalty: 3520.384277
	Iteration 8Q: 3 clusters Score -145767.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -145800.437500 Penalty: 3520.384277
	Iteration 9Q: 3 clusters Score -145800.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -145833.687500 Penalty: 3520.384277
	Iteration 10Q: 3 clusters Score -145833.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -145876.515625 Penalty: 3520.384277
	Iteration 11Q: 3 clusters Score -145876.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -145914.593750 Penalty: 3520.384277
	Iteration 12Q: 3 clusters Score -145914.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -145936.171875 Penalty: 3520.384277
	Iteration 13Q: 3 clusters Score -145936.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -145953.968750 Penalty: 3520.384277
	Iteration 14Q: 3 clusters Score -145954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -145956.015625 Penalty: 3520.384277
	Iteration 15Q: 3 clusters Score -145956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -145956.015625 Penalty: 3520.384277
	Iteration 16F: 3 clusters Score -145956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 993 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167259 members 
Mstep: Class 5 contains 150565 members 
Mstep: Class 6 contains 149136 members 
Mstep: Class 7 contains 159055 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8326 members 
Mstep: Class 10 contains 13677 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26962 members 
Mstep: Class 13 contains 68183 members 
Mstep: Class 14 contains 166137 members 
Mstep: Class 15 contains 47589 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93894 members 
Mstep: Class 18 contains 151175 members 
Mstep: Class 19 contains 154423 members 
Mstep: Class 20 contains 2576 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 216 members 
Entering Unmasked Estep 
Score: -180463488.000000 Penalty: 87655.367188
Splitting cluster 2 changes total score from -180465040.000000 to -180463488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Entering Unmasked Estep 
Score: -173655.859375 Penalty: 1803.382568
	Iteration 0F: 2 clusters Score -173655.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -171440.000000 Penalty: 3606.765137
	Iteration 0F: 3 clusters Score -171440 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -171979.265625 Penalty: 3606.765137
	Iteration 1F: 3 clusters Score -171979.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -172394.468750 Penalty: 3606.765137
	Iteration 2F: 3 clusters Score -172394.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -172686.515625 Penalty: 3606.765137
	Iteration 3F: 3 clusters Score -172686.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -172932.437500 Penalty: 3606.765137
	Iteration 4F: 3 clusters Score -172932.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -173043.046875 Penalty: 3606.765137
	Iteration 5Q: 3 clusters Score -173043 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -173095.093750 Penalty: 3606.765137
	Iteration 6Q: 3 clusters Score -173095.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -173137.625000 Penalty: 3606.765137
	Iteration 7Q: 3 clusters Score -173137.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -173166.109375 Penalty: 3606.765137
	Iteration 8Q: 3 clusters Score -173166.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -173184.968750 Penalty: 3606.765137
	Iteration 9Q: 3 clusters Score -173185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -173197.937500 Penalty: 3606.765137
	Iteration 10Q: 3 clusters Score -173197.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -173209.171875 Penalty: 3606.765137
	Iteration 11Q: 3 clusters Score -173209.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -173217.593750 Penalty: 3606.765137
	Iteration 12Q: 3 clusters Score -173217.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -173227.093750 Penalty: 3606.765137
	Iteration 13Q: 3 clusters Score -173227.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -173237.625000 Penalty: 3606.765137
	Iteration 14Q: 3 clusters Score -173237.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -173254.593750 Penalty: 3606.765137
	Iteration 15Q: 3 clusters Score -173254.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -173280.187500 Penalty: 3606.765137
	Iteration 16Q: 3 clusters Score -173280.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -173303.703125 Penalty: 3606.765137
	Iteration 17Q: 3 clusters Score -173303.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -173309.906250 Penalty: 3606.765137
	Iteration 18Q: 3 clusters Score -173309.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -173314.125000 Penalty: 3606.765137
	Iteration 19Q: 3 clusters Score -173314.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -173315.500000 Penalty: 3606.765137
	Iteration 20F: 3 clusters Score -173315.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (167259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167259 members 
Entering Unmasked Estep 
Score: -22303888.000000 Penalty: 2982.770020
	Iteration 0F: 2 clusters Score -2.230389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83895 members 
Mstep: Class 2 contains 83364 members 
Entering Unmasked Estep 
Score: -22193970.000000 Penalty: 5965.540039
	Iteration 0F: 3 clusters Score -2.219397e+07 nChanged 80162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89407 members 
Mstep: Class 2 contains 77852 members 
Entering Unmasked Estep 
Score: -22241238.000000 Penalty: 5965.540039
	Iteration 1F: 3 clusters Score -2.224124e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92709 members 
Mstep: Class 2 contains 74550 members 
Entering Unmasked Estep 
Score: -22243266.000000 Penalty: 5965.540039
	Iteration 2Q: 3 clusters Score -2.224327e+07 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97749 members 
Mstep: Class 2 contains 69510 members 
Entering Unmasked Estep 
Score: -22247486.000000 Penalty: 5965.540039
	Iteration 3Q: 3 clusters Score -2.224749e+07 nChanged 10997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104916 members 
Mstep: Class 2 contains 62343 members 
Entering Unmasked Estep 
Score: -22254734.000000 Penalty: 5965.540039
	Iteration 4F: 3 clusters Score -2.225473e+07 nChanged 12914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113652 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -22264848.000000 Penalty: 5965.540039
	Iteration 5F: 3 clusters Score -2.226485e+07 nChanged 12772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122166 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -22276194.000000 Penalty: 5965.540039
	Iteration 6F: 3 clusters Score -2.227619e+07 nChanged 10293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128337 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -22286086.000000 Penalty: 5965.540039
	Iteration 7F: 3 clusters Score -2.228609e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131713 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -22292880.000000 Penalty: 5965.540039
	Iteration 8Q: 3 clusters Score -2.229288e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133562 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -22296656.000000 Penalty: 5965.540039
	Iteration 9Q: 3 clusters Score -2.229666e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134998 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -22298660.000000 Penalty: 5965.540039
	Iteration 10Q: 3 clusters Score -2.229866e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136209 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -22299946.000000 Penalty: 5965.540039
	Iteration 11Q: 3 clusters Score -2.229995e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137292 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -22300724.000000 Penalty: 5965.540039
	Iteration 12Q: 3 clusters Score -2.230072e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138203 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -22301316.000000 Penalty: 5965.540039
	Iteration 13Q: 3 clusters Score -2.230132e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139043 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -22301586.000000 Penalty: 5965.540039
	Iteration 14Q: 3 clusters Score -2.230159e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139797 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -22301804.000000 Penalty: 5965.540039
	Iteration 15Q: 3 clusters Score -2.23018e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140534 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -22301944.000000 Penalty: 5965.540039
	Iteration 16Q: 3 clusters Score -2.230194e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141228 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -22302020.000000 Penalty: 5965.540039
	Iteration 17Q: 3 clusters Score -2.230202e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141894 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -22302088.000000 Penalty: 5965.540039
	Iteration 18Q: 3 clusters Score -2.230209e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142558 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -22302168.000000 Penalty: 5965.540039
	Iteration 19Q: 3 clusters Score -2.230217e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143161 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -22302248.000000 Penalty: 5965.540039
	Iteration 20F: 3 clusters Score -2.230225e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143733 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -22302276.000000 Penalty: 5965.540039
	Iteration 21Q: 3 clusters Score -2.230228e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144313 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -22302306.000000 Penalty: 5965.540039
	Iteration 22Q: 3 clusters Score -2.230231e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144874 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -22302352.000000 Penalty: 5965.540039
	Iteration 23Q: 3 clusters Score -2.230235e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145386 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -22302400.000000 Penalty: 5965.540039
	Iteration 24Q: 3 clusters Score -2.23024e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145879 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -22302496.000000 Penalty: 5965.540039
	Iteration 25Q: 3 clusters Score -2.23025e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146338 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -22302488.000000 Penalty: 5965.540039
	Iteration 26Q: 3 clusters Score -2.230249e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146815 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -22302580.000000 Penalty: 5965.540039
	Iteration 27Q: 3 clusters Score -2.230258e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147262 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -22302488.000000 Penalty: 5965.540039
	Iteration 28Q: 3 clusters Score -2.230249e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147718 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -22302542.000000 Penalty: 5965.540039
	Iteration 29Q: 3 clusters Score -2.230254e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148107 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -22302470.000000 Penalty: 5965.540039
	Iteration 30Q: 3 clusters Score -2.230247e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148489 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -22302420.000000 Penalty: 5965.540039
	Iteration 31Q: 3 clusters Score -2.230242e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148859 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -22302398.000000 Penalty: 5965.540039
	Iteration 32Q: 3 clusters Score -2.23024e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149199 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -22302300.000000 Penalty: 5965.540039
	Iteration 33Q: 3 clusters Score -2.23023e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149537 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -22302324.000000 Penalty: 5965.540039
	Iteration 34Q: 3 clusters Score -2.230232e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149835 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -22302340.000000 Penalty: 5965.540039
	Iteration 35Q: 3 clusters Score -2.230234e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150130 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -22302302.000000 Penalty: 5965.540039
	Iteration 36Q: 3 clusters Score -2.23023e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150423 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -22302396.000000 Penalty: 5965.540039
	Iteration 37Q: 3 clusters Score -2.23024e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150684 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -22302416.000000 Penalty: 5965.540039
	Iteration 38Q: 3 clusters Score -2.230242e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150987 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -22302444.000000 Penalty: 5965.540039
	Iteration 39Q: 3 clusters Score -2.230244e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151296 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -22302446.000000 Penalty: 5965.540039
	Iteration 40F: 3 clusters Score -2.230245e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151603 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -22302410.000000 Penalty: 5965.540039
	Iteration 41Q: 3 clusters Score -2.230241e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151904 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -22302370.000000 Penalty: 5965.540039
	Iteration 42Q: 3 clusters Score -2.230237e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152182 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -22302362.000000 Penalty: 5965.540039
	Iteration 43Q: 3 clusters Score -2.230236e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152451 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -22302424.000000 Penalty: 5965.540039
	Iteration 44Q: 3 clusters Score -2.230242e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152699 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -22302416.000000 Penalty: 5965.540039
	Iteration 45Q: 3 clusters Score -2.230242e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152961 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -22302432.000000 Penalty: 5965.540039
	Iteration 46Q: 3 clusters Score -2.230243e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153233 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -22302454.000000 Penalty: 5965.540039
	Iteration 47Q: 3 clusters Score -2.230245e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153519 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -22302494.000000 Penalty: 5965.540039
	Iteration 48Q: 3 clusters Score -2.230249e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153792 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -22302516.000000 Penalty: 5965.540039
	Iteration 49Q: 3 clusters Score -2.230252e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154043 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -22302514.000000 Penalty: 5965.540039
	Iteration 50Q: 3 clusters Score -2.230251e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154259 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -22302512.000000 Penalty: 5965.540039
	Iteration 51Q: 3 clusters Score -2.230251e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154481 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -22302578.000000 Penalty: 5965.540039
	Iteration 52Q: 3 clusters Score -2.230258e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154671 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -22302588.000000 Penalty: 5965.540039
	Iteration 53Q: 3 clusters Score -2.230259e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154861 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -22302552.000000 Penalty: 5965.540039
	Iteration 54Q: 3 clusters Score -2.230255e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155044 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -22302538.000000 Penalty: 5965.540039
	Iteration 55Q: 3 clusters Score -2.230254e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155206 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -22302522.000000 Penalty: 5965.540039
	Iteration 56Q: 3 clusters Score -2.230252e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155368 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -22302506.000000 Penalty: 5965.540039
	Iteration 57Q: 3 clusters Score -2.230251e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155520 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -22302454.000000 Penalty: 5965.540039
	Iteration 58Q: 3 clusters Score -2.230245e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155672 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -22302462.000000 Penalty: 5965.540039
	Iteration 59Q: 3 clusters Score -2.230246e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155823 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -22302478.000000 Penalty: 5965.540039
	Iteration 60F: 3 clusters Score -2.230248e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155955 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -22302476.000000 Penalty: 5965.540039
	Iteration 61Q: 3 clusters Score -2.230248e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156095 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -22302502.000000 Penalty: 5965.540039
	Iteration 62Q: 3 clusters Score -2.23025e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156230 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -22302460.000000 Penalty: 5965.540039
	Iteration 63Q: 3 clusters Score -2.230246e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156364 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -22302438.000000 Penalty: 5965.540039
	Iteration 64Q: 3 clusters Score -2.230244e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156499 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -22302422.000000 Penalty: 5965.540039
	Iteration 65Q: 3 clusters Score -2.230242e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156621 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -22302434.000000 Penalty: 5965.540039
	Iteration 66Q: 3 clusters Score -2.230243e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156745 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -22302446.000000 Penalty: 5965.540039
	Iteration 67Q: 3 clusters Score -2.230245e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156866 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -22302436.000000 Penalty: 5965.540039
	Iteration 68Q: 3 clusters Score -2.230244e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156984 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -22302460.000000 Penalty: 5965.540039
	Iteration 69Q: 3 clusters Score -2.230246e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157108 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -22302444.000000 Penalty: 5965.540039
	Iteration 70Q: 3 clusters Score -2.230244e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157211 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -22302456.000000 Penalty: 5965.540039
	Iteration 71Q: 3 clusters Score -2.230246e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157316 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -22302450.000000 Penalty: 5965.540039
	Iteration 72Q: 3 clusters Score -2.230245e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157404 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -22302454.000000 Penalty: 5965.540039
	Iteration 73Q: 3 clusters Score -2.230245e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157490 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -22302438.000000 Penalty: 5965.540039
	Iteration 74Q: 3 clusters Score -2.230244e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157574 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -22302428.000000 Penalty: 5965.540039
	Iteration 75Q: 3 clusters Score -2.230243e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157658 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -22302446.000000 Penalty: 5965.540039
	Iteration 76Q: 3 clusters Score -2.230245e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157738 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -22302462.000000 Penalty: 5965.540039
	Iteration 77Q: 3 clusters Score -2.230246e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157809 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -22302440.000000 Penalty: 5965.540039
	Iteration 78Q: 3 clusters Score -2.230244e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157887 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -22302450.000000 Penalty: 5965.540039
	Iteration 79Q: 3 clusters Score -2.230245e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157959 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -22302430.000000 Penalty: 5965.540039
	Iteration 80F: 3 clusters Score -2.230243e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158032 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -22302400.000000 Penalty: 5965.540039
	Iteration 81Q: 3 clusters Score -2.23024e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158104 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -22302436.000000 Penalty: 5965.540039
	Iteration 82Q: 3 clusters Score -2.230244e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158171 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -22302430.000000 Penalty: 5965.540039
	Iteration 83Q: 3 clusters Score -2.230243e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158247 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -22302412.000000 Penalty: 5965.540039
	Iteration 84Q: 3 clusters Score -2.230241e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158326 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -22302386.000000 Penalty: 5965.540039
	Iteration 85Q: 3 clusters Score -2.230239e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158406 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -22302406.000000 Penalty: 5965.540039
	Iteration 86Q: 3 clusters Score -2.230241e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158486 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -22302426.000000 Penalty: 5965.540039
	Iteration 87Q: 3 clusters Score -2.230243e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158582 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -22302452.000000 Penalty: 5965.540039
	Iteration 88Q: 3 clusters Score -2.230245e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158669 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -22302452.000000 Penalty: 5965.540039
	Iteration 89Q: 3 clusters Score -2.230245e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158746 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -22302450.000000 Penalty: 5965.540039
	Iteration 90Q: 3 clusters Score -2.230245e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158817 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -22302464.000000 Penalty: 5965.540039
	Iteration 91Q: 3 clusters Score -2.230246e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158903 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -22302466.000000 Penalty: 5965.540039
	Iteration 92Q: 3 clusters Score -2.230247e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159001 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -22302452.000000 Penalty: 5965.540039
	Iteration 93Q: 3 clusters Score -2.230245e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159105 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -22302402.000000 Penalty: 5965.540039
	Iteration 94Q: 3 clusters Score -2.23024e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159196 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -22302394.000000 Penalty: 5965.540039
	Iteration 95Q: 3 clusters Score -2.230239e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159281 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -22302392.000000 Penalty: 5965.540039
	Iteration 96Q: 3 clusters Score -2.230239e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159374 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -22302378.000000 Penalty: 5965.540039
	Iteration 97Q: 3 clusters Score -2.230238e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159465 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -22302386.000000 Penalty: 5965.540039
	Iteration 98Q: 3 clusters Score -2.230239e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159553 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -22302372.000000 Penalty: 5965.540039
	Iteration 99Q: 3 clusters Score -2.230237e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159632 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -22302364.000000 Penalty: 5965.540039
	Iteration 100F: 3 clusters Score -2.230236e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159706 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -22302376.000000 Penalty: 5965.540039
	Iteration 101Q: 3 clusters Score -2.230238e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159786 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -22302388.000000 Penalty: 5965.540039
	Iteration 102Q: 3 clusters Score -2.230239e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159872 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -22302380.000000 Penalty: 5965.540039
	Iteration 103Q: 3 clusters Score -2.230238e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159960 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -22302382.000000 Penalty: 5965.540039
	Iteration 104Q: 3 clusters Score -2.230238e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160057 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -22302380.000000 Penalty: 5965.540039
	Iteration 105Q: 3 clusters Score -2.230238e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160147 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -22302322.000000 Penalty: 5965.540039
	Iteration 106Q: 3 clusters Score -2.230232e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160241 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -22302360.000000 Penalty: 5965.540039
	Iteration 107Q: 3 clusters Score -2.230236e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160327 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -22302398.000000 Penalty: 5965.540039
	Iteration 108Q: 3 clusters Score -2.23024e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160416 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -22302432.000000 Penalty: 5965.540039
	Iteration 109Q: 3 clusters Score -2.230243e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160495 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -22302398.000000 Penalty: 5965.540039
	Iteration 110Q: 3 clusters Score -2.23024e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160571 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -22302370.000000 Penalty: 5965.540039
	Iteration 111Q: 3 clusters Score -2.230237e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160658 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -22302336.000000 Penalty: 5965.540039
	Iteration 112Q: 3 clusters Score -2.230234e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160746 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -22302342.000000 Penalty: 5965.540039
	Iteration 113Q: 3 clusters Score -2.230234e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160829 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -22302338.000000 Penalty: 5965.540039
	Iteration 114Q: 3 clusters Score -2.230234e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160903 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -22302284.000000 Penalty: 5965.540039
	Iteration 115Q: 3 clusters Score -2.230228e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160972 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -22302292.000000 Penalty: 5965.540039
	Iteration 116Q: 3 clusters Score -2.230229e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161053 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -22302276.000000 Penalty: 5965.540039
	Iteration 117Q: 3 clusters Score -2.230228e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161142 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -22302284.000000 Penalty: 5965.540039
	Iteration 118Q: 3 clusters Score -2.230228e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161212 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -22302280.000000 Penalty: 5965.540039
	Iteration 119Q: 3 clusters Score -2.230228e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161275 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -22302318.000000 Penalty: 5965.540039
	Iteration 120F: 3 clusters Score -2.230232e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161332 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -22302306.000000 Penalty: 5965.540039
	Iteration 121Q: 3 clusters Score -2.230231e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161383 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -22302330.000000 Penalty: 5965.540039
	Iteration 122Q: 3 clusters Score -2.230233e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161421 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -22302292.000000 Penalty: 5965.540039
	Iteration 123Q: 3 clusters Score -2.230229e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161458 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -22302304.000000 Penalty: 5965.540039
	Iteration 124Q: 3 clusters Score -2.23023e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161485 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -22302318.000000 Penalty: 5965.540039
	Iteration 125Q: 3 clusters Score -2.230232e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161522 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -22302312.000000 Penalty: 5965.540039
	Iteration 126Q: 3 clusters Score -2.230231e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161562 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -22302314.000000 Penalty: 5965.540039
	Iteration 127Q: 3 clusters Score -2.230231e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161601 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -22302308.000000 Penalty: 5965.540039
	Iteration 128Q: 3 clusters Score -2.230231e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161646 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -22302326.000000 Penalty: 5965.540039
	Iteration 129Q: 3 clusters Score -2.230233e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161685 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -22302336.000000 Penalty: 5965.540039
	Iteration 130Q: 3 clusters Score -2.230234e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161722 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -22302342.000000 Penalty: 5965.540039
	Iteration 131Q: 3 clusters Score -2.230234e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161752 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -22302326.000000 Penalty: 5965.540039
	Iteration 132Q: 3 clusters Score -2.230233e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161773 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -22302332.000000 Penalty: 5965.540039
	Iteration 133Q: 3 clusters Score -2.230233e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161796 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -22302326.000000 Penalty: 5965.540039
	Iteration 134Q: 3 clusters Score -2.230233e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161823 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -22302314.000000 Penalty: 5965.540039
	Iteration 135Q: 3 clusters Score -2.230231e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161848 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -22302280.000000 Penalty: 5965.540039
	Iteration 136Q: 3 clusters Score -2.230228e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161869 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -22302278.000000 Penalty: 5965.540039
	Iteration 137Q: 3 clusters Score -2.230228e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161893 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -22302264.000000 Penalty: 5965.540039
	Iteration 138Q: 3 clusters Score -2.230226e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161914 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -22302248.000000 Penalty: 5965.540039
	Iteration 139Q: 3 clusters Score -2.230225e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161933 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -22302240.000000 Penalty: 5965.540039
	Iteration 140F: 3 clusters Score -2.230224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161947 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -22302240.000000 Penalty: 5965.540039
	Iteration 141Q: 3 clusters Score -2.230224e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161961 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -22302252.000000 Penalty: 5965.540039
	Iteration 142Q: 3 clusters Score -2.230225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161977 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -22302244.000000 Penalty: 5965.540039
	Iteration 143Q: 3 clusters Score -2.230224e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161993 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -22302232.000000 Penalty: 5965.540039
	Iteration 144Q: 3 clusters Score -2.230223e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162011 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -22302230.000000 Penalty: 5965.540039
	Iteration 145Q: 3 clusters Score -2.230223e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162026 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -22302240.000000 Penalty: 5965.540039
	Iteration 146Q: 3 clusters Score -2.230224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162041 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -22302236.000000 Penalty: 5965.540039
	Iteration 147Q: 3 clusters Score -2.230224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162052 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -22302250.000000 Penalty: 5965.540039
	Iteration 148Q: 3 clusters Score -2.230225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162065 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -22302232.000000 Penalty: 5965.540039
	Iteration 149Q: 3 clusters Score -2.230223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162079 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -22302246.000000 Penalty: 5965.540039
	Iteration 150Q: 3 clusters Score -2.230225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162090 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -22302238.000000 Penalty: 5965.540039
	Iteration 151Q: 3 clusters Score -2.230224e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162106 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -22302248.000000 Penalty: 5965.540039
	Iteration 152Q: 3 clusters Score -2.230225e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162117 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -22302244.000000 Penalty: 5965.540039
	Iteration 153Q: 3 clusters Score -2.230224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162129 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -22302240.000000 Penalty: 5965.540039
	Iteration 154Q: 3 clusters Score -2.230224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162139 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -22302228.000000 Penalty: 5965.540039
	Iteration 155Q: 3 clusters Score -2.230223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162145 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -22302238.000000 Penalty: 5965.540039
	Iteration 156Q: 3 clusters Score -2.230224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162149 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -22302246.000000 Penalty: 5965.540039
	Iteration 157Q: 3 clusters Score -2.230225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162151 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -22302246.000000 Penalty: 5965.540039
	Iteration 158Q: 3 clusters Score -2.230225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162154 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -22302242.000000 Penalty: 5965.540039
	Iteration 159Q: 3 clusters Score -2.230224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162158 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -22302242.000000 Penalty: 5965.540039
	Iteration 160F: 3 clusters Score -2.230224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162160 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -22302236.000000 Penalty: 5965.540039
	Iteration 161Q: 3 clusters Score -2.230224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162162 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -22302248.000000 Penalty: 5965.540039
	Iteration 162Q: 3 clusters Score -2.230225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162167 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -22302244.000000 Penalty: 5965.540039
	Iteration 163Q: 3 clusters Score -2.230224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162169 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -22302254.000000 Penalty: 5965.540039
	Iteration 164Q: 3 clusters Score -2.230225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162172 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -22302254.000000 Penalty: 5965.540039
	Iteration 165Q: 3 clusters Score -2.230225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162175 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -22302254.000000 Penalty: 5965.540039
	Iteration 166Q: 3 clusters Score -2.230225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162180 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -22302256.000000 Penalty: 5965.540039
	Iteration 167Q: 3 clusters Score -2.230226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162184 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -22302244.000000 Penalty: 5965.540039
	Iteration 168Q: 3 clusters Score -2.230224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162191 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -22302232.000000 Penalty: 5965.540039
	Iteration 169Q: 3 clusters Score -2.230223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162199 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -22302238.000000 Penalty: 5965.540039
	Iteration 170Q: 3 clusters Score -2.230224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162208 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -22302240.000000 Penalty: 5965.540039
	Iteration 171Q: 3 clusters Score -2.230224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162216 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -22302240.000000 Penalty: 5965.540039
	Iteration 172Q: 3 clusters Score -2.230224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162222 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -22302236.000000 Penalty: 5965.540039
	Iteration 173Q: 3 clusters Score -2.230224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162224 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -22302236.000000 Penalty: 5965.540039
	Iteration 174Q: 3 clusters Score -2.230224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162225 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -22302232.000000 Penalty: 5965.540039
	Iteration 175Q: 3 clusters Score -2.230223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162226 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -22302234.000000 Penalty: 5965.540039
	Iteration 176Q: 3 clusters Score -2.230223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162228 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -22302228.000000 Penalty: 5965.540039
	Iteration 177Q: 3 clusters Score -2.230223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162232 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -22302230.000000 Penalty: 5965.540039
	Iteration 178Q: 3 clusters Score -2.230223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162234 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -22302236.000000 Penalty: 5965.540039
	Iteration 179Q: 3 clusters Score -2.230224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162236 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -22302234.000000 Penalty: 5965.540039
	Iteration 180F: 3 clusters Score -2.230223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162239 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -22302228.000000 Penalty: 5965.540039
	Iteration 181Q: 3 clusters Score -2.230223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162243 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -22302230.000000 Penalty: 5965.540039
	Iteration 182Q: 3 clusters Score -2.230223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162243 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -22302230.000000 Penalty: 5965.540039
	Iteration 183F: 3 clusters Score -2.230223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (150565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150565 members 
Entering Unmasked Estep 
Score: -20016006.000000 Penalty: 2956.693359
	Iteration 0F: 2 clusters Score -2.001601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75485 members 
Mstep: Class 2 contains 75080 members 
Entering Unmasked Estep 
Score: -19915490.000000 Penalty: 5913.386719
	Iteration 0F: 3 clusters Score -1.991549e+07 nChanged 72129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77556 members 
Mstep: Class 2 contains 73009 members 
Entering Unmasked Estep 
Score: -19957336.000000 Penalty: 5913.386719
	Iteration 1F: 3 clusters Score -1.995734e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78635 members 
Mstep: Class 2 contains 71930 members 
Entering Unmasked Estep 
Score: -19958222.000000 Penalty: 5913.386719
	Iteration 2Q: 3 clusters Score -1.995822e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80250 members 
Mstep: Class 2 contains 70315 members 
Entering Unmasked Estep 
Score: -19959314.000000 Penalty: 5913.386719
	Iteration 3Q: 3 clusters Score -1.995931e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82614 members 
Mstep: Class 2 contains 67951 members 
Entering Unmasked Estep 
Score: -19960812.000000 Penalty: 5913.386719
	Iteration 4Q: 3 clusters Score -1.996081e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 64363 members 
Entering Unmasked Estep 
Score: -19963094.000000 Penalty: 5913.386719
	Iteration 5Q: 3 clusters Score -1.996309e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91439 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -19966796.000000 Penalty: 5913.386719
	Iteration 6Q: 3 clusters Score -1.99668e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98311 members 
Mstep: Class 2 contains 52254 members 
Entering Unmasked Estep 
Score: -19972314.000000 Penalty: 5913.386719
	Iteration 7F: 3 clusters Score -1.997231e+07 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106302 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -19979430.000000 Penalty: 5913.386719
	Iteration 8F: 3 clusters Score -1.997943e+07 nChanged 9067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114209 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -19986658.000000 Penalty: 5913.386719
	Iteration 9F: 3 clusters Score -1.998666e+07 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120839 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -19992390.000000 Penalty: 5913.386719
	Iteration 10F: 3 clusters Score -1.999239e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126057 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -19996634.000000 Penalty: 5913.386719
	Iteration 11Q: 3 clusters Score -1.999663e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130297 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -19999982.000000 Penalty: 5913.386719
	Iteration 12Q: 3 clusters Score -1.999998e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133904 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -20002614.000000 Penalty: 5913.386719
	Iteration 13Q: 3 clusters Score -2.000261e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136967 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -20004606.000000 Penalty: 5913.386719
	Iteration 14Q: 3 clusters Score -2.000461e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139758 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -20006472.000000 Penalty: 5913.386719
	Iteration 15Q: 3 clusters Score -2.000647e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142176 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -20008020.000000 Penalty: 5913.386719
	Iteration 16Q: 3 clusters Score -2.000802e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144203 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -20009386.000000 Penalty: 5913.386719
	Iteration 17Q: 3 clusters Score -2.000939e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145890 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -20010486.000000 Penalty: 5913.386719
	Iteration 18Q: 3 clusters Score -2.001049e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147236 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -20011378.000000 Penalty: 5913.386719
	Iteration 19Q: 3 clusters Score -2.001138e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148230 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -20012118.000000 Penalty: 5913.386719
	Iteration 20F: 3 clusters Score -2.001212e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148880 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -20012608.000000 Penalty: 5913.386719
	Iteration 21Q: 3 clusters Score -2.001261e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149310 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -20012870.000000 Penalty: 5913.386719
	Iteration 22Q: 3 clusters Score -2.001287e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149560 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -20013026.000000 Penalty: 5913.386719
	Iteration 23Q: 3 clusters Score -2.001303e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149704 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -20013148.000000 Penalty: 5913.386719
	Iteration 24Q: 3 clusters Score -2.001315e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149808 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -20013210.000000 Penalty: 5913.386719
	Iteration 25Q: 3 clusters Score -2.001321e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149880 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -20013256.000000 Penalty: 5913.386719
	Iteration 26Q: 3 clusters Score -2.001326e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149934 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -20013286.000000 Penalty: 5913.386719
	Iteration 27Q: 3 clusters Score -2.001329e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149971 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -20013292.000000 Penalty: 5913.386719
	Iteration 28Q: 3 clusters Score -2.001329e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150004 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -20013322.000000 Penalty: 5913.386719
	Iteration 29Q: 3 clusters Score -2.001332e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150028 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -20013314.000000 Penalty: 5913.386719
	Iteration 30Q: 3 clusters Score -2.001331e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150046 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -20013332.000000 Penalty: 5913.386719
	Iteration 31Q: 3 clusters Score -2.001333e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150060 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -20013336.000000 Penalty: 5913.386719
	Iteration 32Q: 3 clusters Score -2.001334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150070 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -20013366.000000 Penalty: 5913.386719
	Iteration 33Q: 3 clusters Score -2.001337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150082 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -20013368.000000 Penalty: 5913.386719
	Iteration 34Q: 3 clusters Score -2.001337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150088 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -20013374.000000 Penalty: 5913.386719
	Iteration 35Q: 3 clusters Score -2.001337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150090 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -20013402.000000 Penalty: 5913.386719
	Iteration 36Q: 3 clusters Score -2.00134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150095 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -20013390.000000 Penalty: 5913.386719
	Iteration 37Q: 3 clusters Score -2.001339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150098 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -20013388.000000 Penalty: 5913.386719
	Iteration 38Q: 3 clusters Score -2.001339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150101 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -20013412.000000 Penalty: 5913.386719
	Iteration 39Q: 3 clusters Score -2.001341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150102 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -20013432.000000 Penalty: 5913.386719
	Iteration 40F: 3 clusters Score -2.001343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150103 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -20013424.000000 Penalty: 5913.386719
	Iteration 41Q: 3 clusters Score -2.001342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150103 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -20013424.000000 Penalty: 5913.386719
	Iteration 42F: 3 clusters Score -2.001342e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (149136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149136 members 
Entering Unmasked Estep 
Score: -19981526.000000 Penalty: 2954.328125
	Iteration 0F: 2 clusters Score -1.998153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74332 members 
Mstep: Class 2 contains 74804 members 
Entering Unmasked Estep 
Score: -19882892.000000 Penalty: 5908.656250
	Iteration 0F: 3 clusters Score -1.988289e+07 nChanged 70964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71206 members 
Mstep: Class 2 contains 77930 members 
Entering Unmasked Estep 
Score: -19923864.000000 Penalty: 5908.656250
	Iteration 1F: 3 clusters Score -1.992386e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69487 members 
Mstep: Class 2 contains 79649 members 
Entering Unmasked Estep 
Score: -19924810.000000 Penalty: 5908.656250
	Iteration 2Q: 3 clusters Score -1.992481e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66890 members 
Mstep: Class 2 contains 82246 members 
Entering Unmasked Estep 
Score: -19925998.000000 Penalty: 5908.656250
	Iteration 3Q: 3 clusters Score -1.9926e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63107 members 
Mstep: Class 2 contains 86029 members 
Entering Unmasked Estep 
Score: -19927748.000000 Penalty: 5908.656250
	Iteration 4Q: 3 clusters Score -1.992775e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57536 members 
Mstep: Class 2 contains 91600 members 
Entering Unmasked Estep 
Score: -19930614.000000 Penalty: 5908.656250
	Iteration 5Q: 3 clusters Score -1.993061e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 99384 members 
Entering Unmasked Estep 
Score: -19935262.000000 Penalty: 5908.656250
	Iteration 6F: 3 clusters Score -1.993526e+07 nChanged 10354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 109448 members 
Entering Unmasked Estep 
Score: -19942564.000000 Penalty: 5908.656250
	Iteration 7F: 3 clusters Score -1.994256e+07 nChanged 11696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 120986 members 
Entering Unmasked Estep 
Score: -19952076.000000 Penalty: 5908.656250
	Iteration 8F: 3 clusters Score -1.995208e+07 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 131817 members 
Entering Unmasked Estep 
Score: -19962266.000000 Penalty: 5908.656250
	Iteration 9F: 3 clusters Score -1.996227e+07 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 139850 members 
Entering Unmasked Estep 
Score: -19969826.000000 Penalty: 5908.656250
	Iteration 10F: 3 clusters Score -1.996983e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 144619 members 
Entering Unmasked Estep 
Score: -19974746.000000 Penalty: 5908.656250
	Iteration 11Q: 3 clusters Score -1.997475e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 147082 members 
Entering Unmasked Estep 
Score: -19977050.000000 Penalty: 5908.656250
	Iteration 12Q: 3 clusters Score -1.997705e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 148133 members 
Entering Unmasked Estep 
Score: -19978130.000000 Penalty: 5908.656250
	Iteration 13Q: 3 clusters Score -1.997813e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 148544 members 
Entering Unmasked Estep 
Score: -19978590.000000 Penalty: 5908.656250
	Iteration 14Q: 3 clusters Score -1.997859e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 148683 members 
Entering Unmasked Estep 
Score: -19978732.000000 Penalty: 5908.656250
	Iteration 15Q: 3 clusters Score -1.997873e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 148734 members 
Entering Unmasked Estep 
Score: -19978796.000000 Penalty: 5908.656250
	Iteration 16Q: 3 clusters Score -1.99788e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 148763 members 
Entering Unmasked Estep 
Score: -19978828.000000 Penalty: 5908.656250
	Iteration 17Q: 3 clusters Score -1.997883e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 148773 members 
Entering Unmasked Estep 
Score: -19978850.000000 Penalty: 5908.656250
	Iteration 18Q: 3 clusters Score -1.997885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 148780 members 
Entering Unmasked Estep 
Score: -19978844.000000 Penalty: 5908.656250
	Iteration 19Q: 3 clusters Score -1.997884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 148782 members 
Entering Unmasked Estep 
Score: -19978860.000000 Penalty: 5908.656250
	Iteration 20F: 3 clusters Score -1.997886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 148788 members 
Entering Unmasked Estep 
Score: -19978868.000000 Penalty: 5908.656250
	Iteration 21Q: 3 clusters Score -1.997887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 148794 members 
Entering Unmasked Estep 
Score: -19978882.000000 Penalty: 5908.656250
	Iteration 22Q: 3 clusters Score -1.997888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 148798 members 
Entering Unmasked Estep 
Score: -19978880.000000 Penalty: 5908.656250
	Iteration 23Q: 3 clusters Score -1.997888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 148799 members 
Entering Unmasked Estep 
Score: -19978894.000000 Penalty: 5908.656250
	Iteration 24Q: 3 clusters Score -1.997889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 148801 members 
Entering Unmasked Estep 
Score: -19978908.000000 Penalty: 5908.656250
	Iteration 25Q: 3 clusters Score -1.997891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 148801 members 
Entering Unmasked Estep 
Score: -19978906.000000 Penalty: 5908.656250
	Iteration 26Q: 3 clusters Score -1.997891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 148805 members 
Entering Unmasked Estep 
Score: -19978906.000000 Penalty: 5908.656250
	Iteration 27Q: 3 clusters Score -1.997891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 148807 members 
Entering Unmasked Estep 
Score: -19978912.000000 Penalty: 5908.656250
	Iteration 28Q: 3 clusters Score -1.997891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 148807 members 
Entering Unmasked Estep 
Score: -19978904.000000 Penalty: 5908.656250
	Iteration 29Q: 3 clusters Score -1.99789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 148812 members 
Entering Unmasked Estep 
Score: -19978930.000000 Penalty: 5908.656250
	Iteration 30Q: 3 clusters Score -1.997893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 148816 members 
Entering Unmasked Estep 
Score: -19978944.000000 Penalty: 5908.656250
	Iteration 31Q: 3 clusters Score -1.997894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 148817 members 
Entering Unmasked Estep 
Score: -19978946.000000 Penalty: 5908.656250
	Iteration 32Q: 3 clusters Score -1.997895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 148817 members 
Entering Unmasked Estep 
Score: -19978944.000000 Penalty: 5908.656250
	Iteration 33Q: 3 clusters Score -1.997894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 148817 members 
Entering Unmasked Estep 
Score: -19978944.000000 Penalty: 5908.656250
	Iteration 34F: 3 clusters Score -1.997894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (159055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159055 members 
Entering Unmasked Estep 
Score: -21091654.000000 Penalty: 2970.297363
	Iteration 0F: 2 clusters Score -2.109165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79783 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -20986610.000000 Penalty: 5940.594727
	Iteration 0F: 3 clusters Score -2.098661e+07 nChanged 76185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85396 members 
Mstep: Class 2 contains 73659 members 
Entering Unmasked Estep 
Score: -21030868.000000 Penalty: 5940.594727
	Iteration 1F: 3 clusters Score -2.103087e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88904 members 
Mstep: Class 2 contains 70151 members 
Entering Unmasked Estep 
Score: -21032606.000000 Penalty: 5940.594727
	Iteration 2Q: 3 clusters Score -2.103261e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94283 members 
Mstep: Class 2 contains 64772 members 
Entering Unmasked Estep 
Score: -21035416.000000 Penalty: 5940.594727
	Iteration 3Q: 3 clusters Score -2.103542e+07 nChanged 8995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101896 members 
Mstep: Class 2 contains 57159 members 
Entering Unmasked Estep 
Score: -21039786.000000 Penalty: 5940.594727
	Iteration 4F: 3 clusters Score -2.103979e+07 nChanged 11134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112102 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -21046976.000000 Penalty: 5940.594727
	Iteration 5F: 3 clusters Score -2.104698e+07 nChanged 12718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124258 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -21057322.000000 Penalty: 5940.594727
	Iteration 6F: 3 clusters Score -2.105732e+07 nChanged 12773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136823 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -21068710.000000 Penalty: 5940.594727
	Iteration 7F: 3 clusters Score -2.106871e+07 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146972 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -21078648.000000 Penalty: 5940.594727
	Iteration 8F: 3 clusters Score -2.107865e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153421 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -21084864.000000 Penalty: 5940.594727
	Iteration 9Q: 3 clusters Score -2.108486e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156772 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -21087606.000000 Penalty: 5940.594727
	Iteration 10Q: 3 clusters Score -2.108761e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158096 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -21088462.000000 Penalty: 5940.594727
	Iteration 11Q: 3 clusters Score -2.108846e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158515 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -21088892.000000 Penalty: 5940.594727
	Iteration 12Q: 3 clusters Score -2.108889e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158662 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -21089012.000000 Penalty: 5940.594727
	Iteration 13Q: 3 clusters Score -2.108901e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158712 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -21089032.000000 Penalty: 5940.594727
	Iteration 14Q: 3 clusters Score -2.108903e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158748 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -21089062.000000 Penalty: 5940.594727
	Iteration 15Q: 3 clusters Score -2.108906e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158767 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -21089090.000000 Penalty: 5940.594727
	Iteration 16Q: 3 clusters Score -2.108909e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158776 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21089114.000000 Penalty: 5940.594727
	Iteration 17Q: 3 clusters Score -2.108911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158778 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21089126.000000 Penalty: 5940.594727
	Iteration 18Q: 3 clusters Score -2.108913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158785 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21089132.000000 Penalty: 5940.594727
	Iteration 19Q: 3 clusters Score -2.108913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158786 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21089128.000000 Penalty: 5940.594727
	Iteration 20F: 3 clusters Score -2.108913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158785 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21089134.000000 Penalty: 5940.594727
	Iteration 21Q: 3 clusters Score -2.108913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158785 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21089134.000000 Penalty: 5940.594727
	Iteration 22F: 3 clusters Score -2.108913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Entering Unmasked Estep 
Score: -379650.031250 Penalty: 1972.684326
	Iteration 0F: 2 clusters Score -379650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -376464.781250 Penalty: 3945.368652
	Iteration 0F: 3 clusters Score -376464.8 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -377082.406250 Penalty: 3945.368652
	Iteration 1F: 3 clusters Score -377082.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -377311.187500 Penalty: 3945.368652
	Iteration 2F: 3 clusters Score -377311.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -377473.093750 Penalty: 3945.368652
	Iteration 3F: 3 clusters Score -377473.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -377583.937500 Penalty: 3945.368652
	Iteration 4Q: 3 clusters Score -377583.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -377691.875000 Penalty: 3945.368652
	Iteration 5Q: 3 clusters Score -377691.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -377815.375000 Penalty: 3945.368652
	Iteration 6Q: 3 clusters Score -377815.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -377926.781250 Penalty: 3945.368652
	Iteration 7Q: 3 clusters Score -377926.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -378065.468750 Penalty: 3945.368652
	Iteration 8Q: 3 clusters Score -378065.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -378272.656250 Penalty: 3945.368652
	Iteration 9Q: 3 clusters Score -378272.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -378489.375000 Penalty: 3945.368652
	Iteration 10Q: 3 clusters Score -378489.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -378743.593750 Penalty: 3945.368652
	Iteration 11Q: 3 clusters Score -378743.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -378913.531250 Penalty: 3945.368652
	Iteration 12Q: 3 clusters Score -378913.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -379015.718750 Penalty: 3945.368652
	Iteration 13Q: 3 clusters Score -379015.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -379098.218750 Penalty: 3945.368652
	Iteration 14Q: 3 clusters Score -379098.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -379151.375000 Penalty: 3945.368652
	Iteration 15Q: 3 clusters Score -379151.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -379204.343750 Penalty: 3945.368652
	Iteration 16Q: 3 clusters Score -379204.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -379238.125000 Penalty: 3945.368652
	Iteration 17Q: 3 clusters Score -379238.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -379288.406250 Penalty: 3945.368652
	Iteration 18Q: 3 clusters Score -379288.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -379351.750000 Penalty: 3945.368652
	Iteration 19Q: 3 clusters Score -379351.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -379391.218750 Penalty: 3945.368652
	Iteration 20F: 3 clusters Score -379391.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -379421.062500 Penalty: 3945.368652
	Iteration 21Q: 3 clusters Score -379421.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -379444.843750 Penalty: 3945.368652
	Iteration 22Q: 3 clusters Score -379444.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -379452.968750 Penalty: 3945.368652
	Iteration 23Q: 3 clusters Score -379453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -379455.031250 Penalty: 3945.368652
	Iteration 24Q: 3 clusters Score -379455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -379455.031250 Penalty: 3945.368652
	Iteration 25F: 3 clusters Score -379455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Entering Unmasked Estep 
Score: -1104956.375000 Penalty: 2238.730469
	Iteration 0F: 2 clusters Score -1104956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1098283.250000 Penalty: 4477.460938
	Iteration 0F: 3 clusters Score -1098283 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1100140.250000 Penalty: 4477.460938
	Iteration 1F: 3 clusters Score -1100140 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1100601.250000 Penalty: 4477.460938
	Iteration 2F: 3 clusters Score -1100601 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1101087.375000 Penalty: 4477.460938
	Iteration 3F: 3 clusters Score -1101087 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1101600.875000 Penalty: 4477.460938
	Iteration 4F: 3 clusters Score -1101601 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1102110.250000 Penalty: 4477.460938
	Iteration 5F: 3 clusters Score -1102110 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1102577.375000 Penalty: 4477.460938
	Iteration 6F: 3 clusters Score -1102577 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1102972.500000 Penalty: 4477.460938
	Iteration 7F: 3 clusters Score -1102972 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1103253.000000 Penalty: 4477.460938
	Iteration 8Q: 3 clusters Score -1103253 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1103429.250000 Penalty: 4477.460938
	Iteration 9Q: 3 clusters Score -1103429 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1103514.125000 Penalty: 4477.460938
	Iteration 10Q: 3 clusters Score -1103514 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1103557.250000 Penalty: 4477.460938
	Iteration 11Q: 3 clusters Score -1103557 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1103585.750000 Penalty: 4477.460938
	Iteration 12Q: 3 clusters Score -1103586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1103600.000000 Penalty: 4477.460938
	Iteration 13Q: 3 clusters Score -1103600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1103617.375000 Penalty: 4477.460938
	Iteration 14Q: 3 clusters Score -1103617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1103629.125000 Penalty: 4477.460938
	Iteration 15Q: 3 clusters Score -1103629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1103640.250000 Penalty: 4477.460938
	Iteration 16Q: 3 clusters Score -1103640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1103660.250000 Penalty: 4477.460938
	Iteration 17Q: 3 clusters Score -1103660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1103666.125000 Penalty: 4477.460938
	Iteration 18Q: 3 clusters Score -1103666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1103678.250000 Penalty: 4477.460938
	Iteration 19Q: 3 clusters Score -1103678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1103682.750000 Penalty: 4477.460938
	Iteration 20F: 3 clusters Score -1103683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1103687.875000 Penalty: 4477.460938
	Iteration 21Q: 3 clusters Score -1103688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1103688.250000 Penalty: 4477.460938
	Iteration 22Q: 3 clusters Score -1103688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1103690.750000 Penalty: 4477.460938
	Iteration 23Q: 3 clusters Score -1103691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1103693.500000 Penalty: 4477.460938
	Iteration 24Q: 3 clusters Score -1103694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1103693.750000 Penalty: 4477.460938
	Iteration 25Q: 3 clusters Score -1103694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1103696.750000 Penalty: 4477.460938
	Iteration 26Q: 3 clusters Score -1103697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1103696.500000 Penalty: 4477.460938
	Iteration 27Q: 3 clusters Score -1103696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1103696.125000 Penalty: 4477.460938
	Iteration 28Q: 3 clusters Score -1103696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1103696.125000 Penalty: 4477.460938
	Iteration 29Q: 3 clusters Score -1103696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1103699.500000 Penalty: 4477.460938
	Iteration 30Q: 3 clusters Score -1103700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1103701.375000 Penalty: 4477.460938
	Iteration 31Q: 3 clusters Score -1103701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1103704.375000 Penalty: 4477.460938
	Iteration 32Q: 3 clusters Score -1103704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1103704.375000 Penalty: 4477.460938
	Iteration 33Q: 3 clusters Score -1103704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1103702.750000 Penalty: 4477.460938
	Iteration 34Q: 3 clusters Score -1103703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1103704.000000 Penalty: 4477.460938
	Iteration 35Q: 3 clusters Score -1103704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1103704.000000 Penalty: 4477.460938
	Iteration 36F: 3 clusters Score -1103704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Entering Unmasked Estep 
Score: -1819479.750000 Penalty: 2361.820801
	Iteration 0F: 2 clusters Score -1819480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1809501.250000 Penalty: 4723.641602
	Iteration 0F: 3 clusters Score -1809501 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1812567.125000 Penalty: 4723.641602
	Iteration 1F: 3 clusters Score -1812567 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1812960.000000 Penalty: 4723.641602
	Iteration 2F: 3 clusters Score -1812960 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1813452.000000 Penalty: 4723.641602
	Iteration 3F: 3 clusters Score -1813452 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1814111.625000 Penalty: 4723.641602
	Iteration 4F: 3 clusters Score -1814112 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1814898.125000 Penalty: 4723.641602
	Iteration 5F: 3 clusters Score -1814898 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1815793.125000 Penalty: 4723.641602
	Iteration 6F: 3 clusters Score -1815793 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1816712.375000 Penalty: 4723.641602
	Iteration 7F: 3 clusters Score -1816712 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1817488.750000 Penalty: 4723.641602
	Iteration 8F: 3 clusters Score -1817489 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1818022.875000 Penalty: 4723.641602
	Iteration 9Q: 3 clusters Score -1818023 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1818288.125000 Penalty: 4723.641602
	Iteration 10Q: 3 clusters Score -1818288 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1818431.875000 Penalty: 4723.641602
	Iteration 11Q: 3 clusters Score -1818432 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1818476.625000 Penalty: 4723.641602
	Iteration 12Q: 3 clusters Score -1818477 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1818501.125000 Penalty: 4723.641602
	Iteration 13Q: 3 clusters Score -1818501 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1818511.375000 Penalty: 4723.641602
	Iteration 14Q: 3 clusters Score -1818511 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1818517.750000 Penalty: 4723.641602
	Iteration 15Q: 3 clusters Score -1818518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1818522.875000 Penalty: 4723.641602
	Iteration 16Q: 3 clusters Score -1818523 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1818530.375000 Penalty: 4723.641602
	Iteration 17Q: 3 clusters Score -1818530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1818527.625000 Penalty: 4723.641602
	Iteration 18Q: 3 clusters Score -1818528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1818529.125000 Penalty: 4723.641602
	Iteration 19Q: 3 clusters Score -1818529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1818531.500000 Penalty: 4723.641602
	Iteration 20F: 3 clusters Score -1818532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1818529.125000 Penalty: 4723.641602
	Iteration 21Q: 3 clusters Score -1818529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1818530.625000 Penalty: 4723.641602
	Iteration 22Q: 3 clusters Score -1818531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1818531.625000 Penalty: 4723.641602
	Iteration 23Q: 3 clusters Score -1818532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1818534.000000 Penalty: 4723.641602
	Iteration 24Q: 3 clusters Score -1818534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1818535.125000 Penalty: 4723.641602
	Iteration 25Q: 3 clusters Score -1818535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1818534.750000 Penalty: 4723.641602
	Iteration 26Q: 3 clusters Score -1818535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1818534.125000 Penalty: 4723.641602
	Iteration 27Q: 3 clusters Score -1818534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1818533.625000 Penalty: 4723.641602
	Iteration 28Q: 3 clusters Score -1818534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1818535.750000 Penalty: 4723.641602
	Iteration 29Q: 3 clusters Score -1818536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1818535.750000 Penalty: 4723.641602
	Iteration 30F: 3 clusters Score -1818536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Entering Unmasked Estep 
Score: -1047965.250000 Penalty: 2236.275635
	Iteration 0F: 2 clusters Score -1047965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1041404.312500 Penalty: 4472.551270
	Iteration 0F: 3 clusters Score -1041404 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1043365.375000 Penalty: 4472.551270
	Iteration 1F: 3 clusters Score -1043365 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1043872.875000 Penalty: 4472.551270
	Iteration 2F: 3 clusters Score -1043873 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1044306.375000 Penalty: 4472.551270
	Iteration 3F: 3 clusters Score -1044306 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1044689.187500 Penalty: 4472.551270
	Iteration 4F: 3 clusters Score -1044689 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1045076.937500 Penalty: 4472.551270
	Iteration 5F: 3 clusters Score -1045077 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1045452.250000 Penalty: 4472.551270
	Iteration 6F: 3 clusters Score -1045452 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1045814.062500 Penalty: 4472.551270
	Iteration 7F: 3 clusters Score -1045814 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1046129.687500 Penalty: 4472.551270
	Iteration 8Q: 3 clusters Score -1046130 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1046372.562500 Penalty: 4472.551270
	Iteration 9Q: 3 clusters Score -1046373 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1046526.000000 Penalty: 4472.551270
	Iteration 10Q: 3 clusters Score -1046526 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1046616.250000 Penalty: 4472.551270
	Iteration 11Q: 3 clusters Score -1046616 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1046669.062500 Penalty: 4472.551270
	Iteration 12Q: 3 clusters Score -1046669 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1046705.375000 Penalty: 4472.551270
	Iteration 13Q: 3 clusters Score -1046705 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1046732.687500 Penalty: 4472.551270
	Iteration 14Q: 3 clusters Score -1046733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1046751.750000 Penalty: 4472.551270
	Iteration 15Q: 3 clusters Score -1046752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1046762.937500 Penalty: 4472.551270
	Iteration 16Q: 3 clusters Score -1046763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1046771.625000 Penalty: 4472.551270
	Iteration 17Q: 3 clusters Score -1046772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1046774.562500 Penalty: 4472.551270
	Iteration 18Q: 3 clusters Score -1046775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1046783.562500 Penalty: 4472.551270
	Iteration 19Q: 3 clusters Score -1046784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1046787.250000 Penalty: 4472.551270
	Iteration 20F: 3 clusters Score -1046787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1046790.062500 Penalty: 4472.551270
	Iteration 21Q: 3 clusters Score -1046790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1046792.687500 Penalty: 4472.551270
	Iteration 22Q: 3 clusters Score -1046793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1046792.687500 Penalty: 4472.551270
	Iteration 23F: 3 clusters Score -1046793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Entering Unmasked Estep 
Score: -3569812.250000 Penalty: 2530.141602
	Iteration 0F: 2 clusters Score -3569812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -3551164.750000 Penalty: 5060.283203
	Iteration 0F: 3 clusters Score -3551165 nChanged 12063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -3557727.250000 Penalty: 5060.283203
	Iteration 1F: 3 clusters Score -3557727 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -3558278.250000 Penalty: 5060.283203
	Iteration 2Q: 3 clusters Score -3558278 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -3558950.500000 Penalty: 5060.283203
	Iteration 3F: 3 clusters Score -3558950 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -3559808.250000 Penalty: 5060.283203
	Iteration 4F: 3 clusters Score -3559808 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -3560757.000000 Penalty: 5060.283203
	Iteration 5F: 3 clusters Score -3560757 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3561792.250000 Penalty: 5060.283203
	Iteration 6F: 3 clusters Score -3561792 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -3562894.500000 Penalty: 5060.283203
	Iteration 7F: 3 clusters Score -3562894 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3563926.750000 Penalty: 5060.283203
	Iteration 8F: 3 clusters Score -3563927 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -3564879.500000 Penalty: 5060.283203
	Iteration 9Q: 3 clusters Score -3564880 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -3565527.750000 Penalty: 5060.283203
	Iteration 10Q: 3 clusters Score -3565528 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -3566010.750000 Penalty: 5060.283203
	Iteration 11Q: 3 clusters Score -3566011 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -3566322.750000 Penalty: 5060.283203
	Iteration 12Q: 3 clusters Score -3566323 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -3566498.750000 Penalty: 5060.283203
	Iteration 13Q: 3 clusters Score -3566499 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -3566594.250000 Penalty: 5060.283203
	Iteration 14Q: 3 clusters Score -3566594 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -3566680.000000 Penalty: 5060.283203
	Iteration 15Q: 3 clusters Score -3566680 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -3566754.250000 Penalty: 5060.283203
	Iteration 16Q: 3 clusters Score -3566754 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -3566814.250000 Penalty: 5060.283203
	Iteration 17Q: 3 clusters Score -3566814 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -3566871.750000 Penalty: 5060.283203
	Iteration 18Q: 3 clusters Score -3566872 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -3566922.750000 Penalty: 5060.283203
	Iteration 19Q: 3 clusters Score -3566923 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -3566996.000000 Penalty: 5060.283203
	Iteration 20F: 3 clusters Score -3566996 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -3567037.500000 Penalty: 5060.283203
	Iteration 21Q: 3 clusters Score -3567038 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -3567095.000000 Penalty: 5060.283203
	Iteration 22Q: 3 clusters Score -3567095 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -3567143.500000 Penalty: 5060.283203
	Iteration 23Q: 3 clusters Score -3567144 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -3567198.000000 Penalty: 5060.283203
	Iteration 24Q: 3 clusters Score -3567198 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -3567255.250000 Penalty: 5060.283203
	Iteration 25Q: 3 clusters Score -3567255 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -3567318.750000 Penalty: 5060.283203
	Iteration 26Q: 3 clusters Score -3567319 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -3567379.500000 Penalty: 5060.283203
	Iteration 27Q: 3 clusters Score -3567380 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -3567439.000000 Penalty: 5060.283203
	Iteration 28Q: 3 clusters Score -3567439 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -3567520.250000 Penalty: 5060.283203
	Iteration 29Q: 3 clusters Score -3567520 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3567594.750000 Penalty: 5060.283203
	Iteration 30Q: 3 clusters Score -3567595 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3567661.250000 Penalty: 5060.283203
	Iteration 31Q: 3 clusters Score -3567661 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -3567732.500000 Penalty: 5060.283203
	Iteration 32Q: 3 clusters Score -3567732 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3567819.250000 Penalty: 5060.283203
	Iteration 33Q: 3 clusters Score -3567819 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3567877.250000 Penalty: 5060.283203
	Iteration 34Q: 3 clusters Score -3567877 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3567912.250000 Penalty: 5060.283203
	Iteration 35Q: 3 clusters Score -3567912 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3567962.500000 Penalty: 5060.283203
	Iteration 36Q: 3 clusters Score -3567962 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3567999.500000 Penalty: 5060.283203
	Iteration 37Q: 3 clusters Score -3568000 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3568028.500000 Penalty: 5060.283203
	Iteration 38Q: 3 clusters Score -3568028 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3568046.500000 Penalty: 5060.283203
	Iteration 39Q: 3 clusters Score -3568046 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3568064.000000 Penalty: 5060.283203
	Iteration 40F: 3 clusters Score -3568064 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3568087.000000 Penalty: 5060.283203
	Iteration 41Q: 3 clusters Score -3568087 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3568111.000000 Penalty: 5060.283203
	Iteration 42Q: 3 clusters Score -3568111 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3568120.500000 Penalty: 5060.283203
	Iteration 43Q: 3 clusters Score -3568120 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3568130.250000 Penalty: 5060.283203
	Iteration 44Q: 3 clusters Score -3568130 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3568144.250000 Penalty: 5060.283203
	Iteration 45Q: 3 clusters Score -3568144 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3568166.000000 Penalty: 5060.283203
	Iteration 46Q: 3 clusters Score -3568166 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3568163.750000 Penalty: 5060.283203
	Iteration 47Q: 3 clusters Score -3568164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3568175.500000 Penalty: 5060.283203
	Iteration 48Q: 3 clusters Score -3568176 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3568197.250000 Penalty: 5060.283203
	Iteration 49Q: 3 clusters Score -3568197 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3568204.500000 Penalty: 5060.283203
	Iteration 50Q: 3 clusters Score -3568204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3568205.500000 Penalty: 5060.283203
	Iteration 51Q: 3 clusters Score -3568206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3568216.250000 Penalty: 5060.283203
	Iteration 52Q: 3 clusters Score -3568216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3568223.500000 Penalty: 5060.283203
	Iteration 53Q: 3 clusters Score -3568224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3568225.500000 Penalty: 5060.283203
	Iteration 54Q: 3 clusters Score -3568226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3568236.750000 Penalty: 5060.283203
	Iteration 55Q: 3 clusters Score -3568237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3568243.250000 Penalty: 5060.283203
	Iteration 56Q: 3 clusters Score -3568243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3568246.500000 Penalty: 5060.283203
	Iteration 57Q: 3 clusters Score -3568246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3568246.750000 Penalty: 5060.283203
	Iteration 58Q: 3 clusters Score -3568247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3568254.250000 Penalty: 5060.283203
	Iteration 59Q: 3 clusters Score -3568254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3568251.500000 Penalty: 5060.283203
	Iteration 60F: 3 clusters Score -3568252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3568257.250000 Penalty: 5060.283203
	Iteration 61Q: 3 clusters Score -3568257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3568253.500000 Penalty: 5060.283203
	Iteration 62Q: 3 clusters Score -3568254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3568253.250000 Penalty: 5060.283203
	Iteration 63Q: 3 clusters Score -3568253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3568257.750000 Penalty: 5060.283203
	Iteration 64Q: 3 clusters Score -3568258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3568256.250000 Penalty: 5060.283203
	Iteration 65Q: 3 clusters Score -3568256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3568258.500000 Penalty: 5060.283203
	Iteration 66Q: 3 clusters Score -3568258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3568254.750000 Penalty: 5060.283203
	Iteration 67Q: 3 clusters Score -3568255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3568256.250000 Penalty: 5060.283203
	Iteration 68Q: 3 clusters Score -3568256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3568256.250000 Penalty: 5060.283203
	Iteration 69Q: 3 clusters Score -3568256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3568256.250000 Penalty: 5060.283203
	Iteration 70F: 3 clusters Score -3568256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (68183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68183 members 
Entering Unmasked Estep 
Score: -9192830.000000 Penalty: 2760.227783
	Iteration 0F: 2 clusters Score -9192830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -9147053.000000 Penalty: 5520.455566
	Iteration 0F: 3 clusters Score -9147053 nChanged 31913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -9164876.000000 Penalty: 5520.455566
	Iteration 1F: 3 clusters Score -9164876 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -9165833.000000 Penalty: 5520.455566
	Iteration 2Q: 3 clusters Score -9165833 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -9167310.000000 Penalty: 5520.455566
	Iteration 3Q: 3 clusters Score -9167310 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -9170054.000000 Penalty: 5520.455566
	Iteration 4F: 3 clusters Score -9170054 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -9174553.000000 Penalty: 5520.455566
	Iteration 5F: 3 clusters Score -9174553 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 55511 members 
Entering Unmasked Estep 
Score: -9179880.000000 Penalty: 5520.455566
	Iteration 6F: 3 clusters Score -9179880 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 60161 members 
Entering Unmasked Estep 
Score: -9184768.000000 Penalty: 5520.455566
	Iteration 7F: 3 clusters Score -9184768 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 63243 members 
Entering Unmasked Estep 
Score: -9187880.000000 Penalty: 5520.455566
	Iteration 8Q: 3 clusters Score -9187880 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 64888 members 
Entering Unmasked Estep 
Score: -9189459.000000 Penalty: 5520.455566
	Iteration 9Q: 3 clusters Score -9189459 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 65662 members 
Entering Unmasked Estep 
Score: -9190163.000000 Penalty: 5520.455566
	Iteration 10Q: 3 clusters Score -9190163 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
Score: -9190580.000000 Penalty: 5520.455566
	Iteration 11Q: 3 clusters Score -9190580 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 66177 members 
Entering Unmasked Estep 
Score: -9190815.000000 Penalty: 5520.455566
	Iteration 12Q: 3 clusters Score -9190815 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 66229 members 
Entering Unmasked Estep 
Score: -9190935.000000 Penalty: 5520.455566
	Iteration 13Q: 3 clusters Score -9190935 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 66255 members 
Entering Unmasked Estep 
Score: -9190999.000000 Penalty: 5520.455566
	Iteration 14Q: 3 clusters Score -9190999 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 66256 members 
Entering Unmasked Estep 
Score: -9191038.000000 Penalty: 5520.455566
	Iteration 15Q: 3 clusters Score -9191038 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 66259 members 
Entering Unmasked Estep 
Score: -9191068.000000 Penalty: 5520.455566
	Iteration 16Q: 3 clusters Score -9191068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 66266 members 
Entering Unmasked Estep 
Score: -9191077.000000 Penalty: 5520.455566
	Iteration 17Q: 3 clusters Score -9191077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -9191104.000000 Penalty: 5520.455566
	Iteration 18Q: 3 clusters Score -9191104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 66278 members 
Entering Unmasked Estep 
Score: -9191105.000000 Penalty: 5520.455566
	Iteration 19Q: 3 clusters Score -9191105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 66287 members 
Entering Unmasked Estep 
Score: -9191102.000000 Penalty: 5520.455566
	Iteration 20F: 3 clusters Score -9191102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 66293 members 
Entering Unmasked Estep 
Score: -9191106.000000 Penalty: 5520.455566
	Iteration 21Q: 3 clusters Score -9191106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 66300 members 
Entering Unmasked Estep 
Score: -9191106.000000 Penalty: 5520.455566
	Iteration 22Q: 3 clusters Score -9191106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 66300 members 
Entering Unmasked Estep 
Score: -9191108.000000 Penalty: 5520.455566
	Iteration 23Q: 3 clusters Score -9191108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 66304 members 
Entering Unmasked Estep 
Score: -9191105.000000 Penalty: 5520.455566
	Iteration 24Q: 3 clusters Score -9191105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 66310 members 
Entering Unmasked Estep 
Score: -9191098.000000 Penalty: 5520.455566
	Iteration 25Q: 3 clusters Score -9191098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 66315 members 
Entering Unmasked Estep 
Score: -9191108.000000 Penalty: 5520.455566
	Iteration 26Q: 3 clusters Score -9191108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 66318 members 
Entering Unmasked Estep 
Score: -9191102.000000 Penalty: 5520.455566
	Iteration 27Q: 3 clusters Score -9191102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 66319 members 
Entering Unmasked Estep 
Score: -9191099.000000 Penalty: 5520.455566
	Iteration 28Q: 3 clusters Score -9191099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 66319 members 
Entering Unmasked Estep 
Score: -9191099.000000 Penalty: 5520.455566
	Iteration 29F: 3 clusters Score -9191099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (166137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166137 members 
Entering Unmasked Estep 
Score: -22467344.000000 Penalty: 2981.100830
	Iteration 0F: 2 clusters Score -2.246734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83227 members 
Mstep: Class 2 contains 82910 members 
Entering Unmasked Estep 
Score: -22358954.000000 Penalty: 5962.201660
	Iteration 0F: 3 clusters Score -2.235895e+07 nChanged 79606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85213 members 
Mstep: Class 2 contains 80924 members 
Entering Unmasked Estep 
Score: -22405178.000000 Penalty: 5962.201660
	Iteration 1F: 3 clusters Score -2.240518e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86459 members 
Mstep: Class 2 contains 79678 members 
Entering Unmasked Estep 
Score: -22406154.000000 Penalty: 5962.201660
	Iteration 2Q: 3 clusters Score -2.240615e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88362 members 
Mstep: Class 2 contains 77775 members 
Entering Unmasked Estep 
Score: -22407420.000000 Penalty: 5962.201660
	Iteration 3Q: 3 clusters Score -2.240742e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91261 members 
Mstep: Class 2 contains 74876 members 
Entering Unmasked Estep 
Score: -22409102.000000 Penalty: 5962.201660
	Iteration 4Q: 3 clusters Score -2.24091e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95596 members 
Mstep: Class 2 contains 70541 members 
Entering Unmasked Estep 
Score: -22411928.000000 Penalty: 5962.201660
	Iteration 5Q: 3 clusters Score -2.241193e+07 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101744 members 
Mstep: Class 2 contains 64393 members 
Entering Unmasked Estep 
Score: -22416356.000000 Penalty: 5962.201660
	Iteration 6F: 3 clusters Score -2.241636e+07 nChanged 10147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109933 members 
Mstep: Class 2 contains 56204 members 
Entering Unmasked Estep 
Score: -22423708.000000 Penalty: 5962.201660
	Iteration 7F: 3 clusters Score -2.242371e+07 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119344 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -22433838.000000 Penalty: 5962.201660
	Iteration 8F: 3 clusters Score -2.243384e+07 nChanged 10653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127523 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -22444266.000000 Penalty: 5962.201660
	Iteration 9F: 3 clusters Score -2.244427e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132731 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -22451492.000000 Penalty: 5962.201660
	Iteration 10Q: 3 clusters Score -2.245149e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135860 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -22455364.000000 Penalty: 5962.201660
	Iteration 11Q: 3 clusters Score -2.245536e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138159 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -22457536.000000 Penalty: 5962.201660
	Iteration 12Q: 3 clusters Score -2.245754e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140200 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -22459218.000000 Penalty: 5962.201660
	Iteration 13Q: 3 clusters Score -2.245922e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141996 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -22460442.000000 Penalty: 5962.201660
	Iteration 14Q: 3 clusters Score -2.246044e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143625 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -22461514.000000 Penalty: 5962.201660
	Iteration 15Q: 3 clusters Score -2.246151e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145102 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -22462204.000000 Penalty: 5962.201660
	Iteration 16Q: 3 clusters Score -2.24622e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146393 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -22462864.000000 Penalty: 5962.201660
	Iteration 17Q: 3 clusters Score -2.246286e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147608 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -22463430.000000 Penalty: 5962.201660
	Iteration 18Q: 3 clusters Score -2.246343e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148709 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -22463910.000000 Penalty: 5962.201660
	Iteration 19Q: 3 clusters Score -2.246391e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149770 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -22464394.000000 Penalty: 5962.201660
	Iteration 20F: 3 clusters Score -2.246439e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150791 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -22464716.000000 Penalty: 5962.201660
	Iteration 21Q: 3 clusters Score -2.246472e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151765 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -22464840.000000 Penalty: 5962.201660
	Iteration 22Q: 3 clusters Score -2.246484e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152691 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -22465010.000000 Penalty: 5962.201660
	Iteration 23Q: 3 clusters Score -2.246501e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153526 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -22465112.000000 Penalty: 5962.201660
	Iteration 24Q: 3 clusters Score -2.246511e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154319 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -22465344.000000 Penalty: 5962.201660
	Iteration 25Q: 3 clusters Score -2.246534e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155046 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -22465496.000000 Penalty: 5962.201660
	Iteration 26Q: 3 clusters Score -2.24655e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155693 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -22465596.000000 Penalty: 5962.201660
	Iteration 27Q: 3 clusters Score -2.24656e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156295 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -22465650.000000 Penalty: 5962.201660
	Iteration 28Q: 3 clusters Score -2.246565e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156866 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -22465732.000000 Penalty: 5962.201660
	Iteration 29Q: 3 clusters Score -2.246573e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157388 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -22465776.000000 Penalty: 5962.201660
	Iteration 30Q: 3 clusters Score -2.246578e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157916 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -22465872.000000 Penalty: 5962.201660
	Iteration 31Q: 3 clusters Score -2.246587e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158347 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -22465818.000000 Penalty: 5962.201660
	Iteration 32Q: 3 clusters Score -2.246582e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158753 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -22465794.000000 Penalty: 5962.201660
	Iteration 33Q: 3 clusters Score -2.246579e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159132 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -22465816.000000 Penalty: 5962.201660
	Iteration 34Q: 3 clusters Score -2.246582e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159485 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -22465868.000000 Penalty: 5962.201660
	Iteration 35Q: 3 clusters Score -2.246587e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159824 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -22465882.000000 Penalty: 5962.201660
	Iteration 36Q: 3 clusters Score -2.246588e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160134 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -22465916.000000 Penalty: 5962.201660
	Iteration 37Q: 3 clusters Score -2.246592e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160432 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -22465850.000000 Penalty: 5962.201660
	Iteration 38Q: 3 clusters Score -2.246585e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160689 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -22465820.000000 Penalty: 5962.201660
	Iteration 39Q: 3 clusters Score -2.246582e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160937 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -22465824.000000 Penalty: 5962.201660
	Iteration 40F: 3 clusters Score -2.246582e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161166 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -22465802.000000 Penalty: 5962.201660
	Iteration 41Q: 3 clusters Score -2.24658e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161394 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -22465832.000000 Penalty: 5962.201660
	Iteration 42Q: 3 clusters Score -2.246583e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161587 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -22465858.000000 Penalty: 5962.201660
	Iteration 43Q: 3 clusters Score -2.246586e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161740 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -22465790.000000 Penalty: 5962.201660
	Iteration 44Q: 3 clusters Score -2.246579e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161895 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -22465794.000000 Penalty: 5962.201660
	Iteration 45Q: 3 clusters Score -2.246579e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162017 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -22465830.000000 Penalty: 5962.201660
	Iteration 46Q: 3 clusters Score -2.246583e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162125 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -22465826.000000 Penalty: 5962.201660
	Iteration 47Q: 3 clusters Score -2.246583e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162226 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -22465816.000000 Penalty: 5962.201660
	Iteration 48Q: 3 clusters Score -2.246582e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162320 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -22465828.000000 Penalty: 5962.201660
	Iteration 49Q: 3 clusters Score -2.246583e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162421 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -22465848.000000 Penalty: 5962.201660
	Iteration 50Q: 3 clusters Score -2.246585e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162533 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -22465868.000000 Penalty: 5962.201660
	Iteration 51Q: 3 clusters Score -2.246587e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162613 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -22465902.000000 Penalty: 5962.201660
	Iteration 52Q: 3 clusters Score -2.24659e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162697 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -22465900.000000 Penalty: 5962.201660
	Iteration 53Q: 3 clusters Score -2.24659e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162779 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -22465864.000000 Penalty: 5962.201660
	Iteration 54Q: 3 clusters Score -2.246586e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162857 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -22465818.000000 Penalty: 5962.201660
	Iteration 55Q: 3 clusters Score -2.246582e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162923 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -22465822.000000 Penalty: 5962.201660
	Iteration 56Q: 3 clusters Score -2.246582e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162967 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -22465802.000000 Penalty: 5962.201660
	Iteration 57Q: 3 clusters Score -2.24658e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163008 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -22465818.000000 Penalty: 5962.201660
	Iteration 58Q: 3 clusters Score -2.246582e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163043 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -22465806.000000 Penalty: 5962.201660
	Iteration 59Q: 3 clusters Score -2.246581e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163075 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -22465764.000000 Penalty: 5962.201660
	Iteration 60F: 3 clusters Score -2.246576e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163100 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -22465768.000000 Penalty: 5962.201660
	Iteration 61Q: 3 clusters Score -2.246577e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163121 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -22465740.000000 Penalty: 5962.201660
	Iteration 62Q: 3 clusters Score -2.246574e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163143 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -22465764.000000 Penalty: 5962.201660
	Iteration 63Q: 3 clusters Score -2.246576e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163165 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -22465754.000000 Penalty: 5962.201660
	Iteration 64Q: 3 clusters Score -2.246575e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163191 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -22465732.000000 Penalty: 5962.201660
	Iteration 65Q: 3 clusters Score -2.246573e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163208 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -22465766.000000 Penalty: 5962.201660
	Iteration 66Q: 3 clusters Score -2.246577e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163223 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -22465732.000000 Penalty: 5962.201660
	Iteration 67Q: 3 clusters Score -2.246573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163234 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -22465732.000000 Penalty: 5962.201660
	Iteration 68Q: 3 clusters Score -2.246573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163245 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -22465734.000000 Penalty: 5962.201660
	Iteration 69Q: 3 clusters Score -2.246573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163255 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -22465728.000000 Penalty: 5962.201660
	Iteration 70Q: 3 clusters Score -2.246573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163268 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -22465722.000000 Penalty: 5962.201660
	Iteration 71Q: 3 clusters Score -2.246572e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163281 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -22465732.000000 Penalty: 5962.201660
	Iteration 72Q: 3 clusters Score -2.246573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163292 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -22465736.000000 Penalty: 5962.201660
	Iteration 73Q: 3 clusters Score -2.246574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163300 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -22465736.000000 Penalty: 5962.201660
	Iteration 74Q: 3 clusters Score -2.246574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163307 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -22465748.000000 Penalty: 5962.201660
	Iteration 75Q: 3 clusters Score -2.246575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163312 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -22465736.000000 Penalty: 5962.201660
	Iteration 76Q: 3 clusters Score -2.246574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163317 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -22465726.000000 Penalty: 5962.201660
	Iteration 77Q: 3 clusters Score -2.246573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163321 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -22465736.000000 Penalty: 5962.201660
	Iteration 78Q: 3 clusters Score -2.246574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163324 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -22465744.000000 Penalty: 5962.201660
	Iteration 79Q: 3 clusters Score -2.246574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163328 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -22465736.000000 Penalty: 5962.201660
	Iteration 80F: 3 clusters Score -2.246574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163333 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -22465724.000000 Penalty: 5962.201660
	Iteration 81Q: 3 clusters Score -2.246572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163339 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -22465726.000000 Penalty: 5962.201660
	Iteration 82Q: 3 clusters Score -2.246573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163343 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -22465726.000000 Penalty: 5962.201660
	Iteration 83Q: 3 clusters Score -2.246573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163349 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -22465718.000000 Penalty: 5962.201660
	Iteration 84Q: 3 clusters Score -2.246572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163352 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -22465722.000000 Penalty: 5962.201660
	Iteration 85Q: 3 clusters Score -2.246572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163358 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -22465720.000000 Penalty: 5962.201660
	Iteration 86Q: 3 clusters Score -2.246572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163366 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -22465702.000000 Penalty: 5962.201660
	Iteration 87Q: 3 clusters Score -2.24657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163370 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -22465708.000000 Penalty: 5962.201660
	Iteration 88Q: 3 clusters Score -2.246571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163377 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -22465720.000000 Penalty: 5962.201660
	Iteration 89Q: 3 clusters Score -2.246572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163384 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -22465712.000000 Penalty: 5962.201660
	Iteration 90Q: 3 clusters Score -2.246571e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163395 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -22465710.000000 Penalty: 5962.201660
	Iteration 91Q: 3 clusters Score -2.246571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163409 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -22465732.000000 Penalty: 5962.201660
	Iteration 92Q: 3 clusters Score -2.246573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163420 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -22465732.000000 Penalty: 5962.201660
	Iteration 93Q: 3 clusters Score -2.246573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163424 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -22465724.000000 Penalty: 5962.201660
	Iteration 94Q: 3 clusters Score -2.246572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163432 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -22465732.000000 Penalty: 5962.201660
	Iteration 95Q: 3 clusters Score -2.246573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163439 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -22465738.000000 Penalty: 5962.201660
	Iteration 96Q: 3 clusters Score -2.246574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163445 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -22465740.000000 Penalty: 5962.201660
	Iteration 97Q: 3 clusters Score -2.246574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163453 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -22465738.000000 Penalty: 5962.201660
	Iteration 98Q: 3 clusters Score -2.246574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163465 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -22465748.000000 Penalty: 5962.201660
	Iteration 99Q: 3 clusters Score -2.246575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163472 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -22465740.000000 Penalty: 5962.201660
	Iteration 100F: 3 clusters Score -2.246574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163481 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -22465746.000000 Penalty: 5962.201660
	Iteration 101Q: 3 clusters Score -2.246575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163489 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -22465758.000000 Penalty: 5962.201660
	Iteration 102Q: 3 clusters Score -2.246576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163493 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -22465764.000000 Penalty: 5962.201660
	Iteration 103Q: 3 clusters Score -2.246576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163494 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -22465752.000000 Penalty: 5962.201660
	Iteration 104Q: 3 clusters Score -2.246575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163497 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -22465742.000000 Penalty: 5962.201660
	Iteration 105Q: 3 clusters Score -2.246574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163501 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -22465744.000000 Penalty: 5962.201660
	Iteration 106Q: 3 clusters Score -2.246574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163504 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -22465750.000000 Penalty: 5962.201660
	Iteration 107Q: 3 clusters Score -2.246575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163508 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -22465740.000000 Penalty: 5962.201660
	Iteration 108Q: 3 clusters Score -2.246574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163515 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -22465742.000000 Penalty: 5962.201660
	Iteration 109Q: 3 clusters Score -2.246574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163520 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -22465736.000000 Penalty: 5962.201660
	Iteration 110Q: 3 clusters Score -2.246574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163524 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -22465734.000000 Penalty: 5962.201660
	Iteration 111Q: 3 clusters Score -2.246573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163525 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -22465740.000000 Penalty: 5962.201660
	Iteration 112Q: 3 clusters Score -2.246574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163525 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -22465740.000000 Penalty: 5962.201660
	Iteration 113F: 3 clusters Score -2.246574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47589 members 
Entering Unmasked Estep 
Score: -6395918.000000 Penalty: 2671.048584
	Iteration 0F: 2 clusters Score -6395918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -6363785.500000 Penalty: 5342.097168
	Iteration 0F: 3 clusters Score -6363786 nChanged 22006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -6375903.000000 Penalty: 5342.097168
	Iteration 1F: 3 clusters Score -6375903 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -6376383.500000 Penalty: 5342.097168
	Iteration 2Q: 3 clusters Score -6376384 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -6376842.500000 Penalty: 5342.097168
	Iteration 3Q: 3 clusters Score -6376842 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -6377453.500000 Penalty: 5342.097168
	Iteration 4Q: 3 clusters Score -6377454 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -6378361.500000 Penalty: 5342.097168
	Iteration 5Q: 3 clusters Score -6378362 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -6379940.500000 Penalty: 5342.097168
	Iteration 6F: 3 clusters Score -6379940 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -6382493.000000 Penalty: 5342.097168
	Iteration 7F: 3 clusters Score -6382493 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -6385834.500000 Penalty: 5342.097168
	Iteration 8F: 3 clusters Score -6385834 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -6389159.000000 Penalty: 5342.097168
	Iteration 9F: 3 clusters Score -6389159 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -6391592.500000 Penalty: 5342.097168
	Iteration 10F: 3 clusters Score -6391592 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -6392985.000000 Penalty: 5342.097168
	Iteration 11Q: 3 clusters Score -6392985 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -6393527.500000 Penalty: 5342.097168
	Iteration 12Q: 3 clusters Score -6393528 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -6393735.000000 Penalty: 5342.097168
	Iteration 13Q: 3 clusters Score -6393735 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -6393832.500000 Penalty: 5342.097168
	Iteration 14Q: 3 clusters Score -6393832 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -6393911.500000 Penalty: 5342.097168
	Iteration 15Q: 3 clusters Score -6393912 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -6393992.000000 Penalty: 5342.097168
	Iteration 16Q: 3 clusters Score -6393992 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -6394070.000000 Penalty: 5342.097168
	Iteration 17Q: 3 clusters Score -6394070 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -6394103.000000 Penalty: 5342.097168
	Iteration 18Q: 3 clusters Score -6394103 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -6394129.000000 Penalty: 5342.097168
	Iteration 19Q: 3 clusters Score -6394129 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -6394163.000000 Penalty: 5342.097168
	Iteration 20F: 3 clusters Score -6394163 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -6394180.000000 Penalty: 5342.097168
	Iteration 21Q: 3 clusters Score -6394180 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -6394199.000000 Penalty: 5342.097168
	Iteration 22Q: 3 clusters Score -6394199 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -6394217.000000 Penalty: 5342.097168
	Iteration 23Q: 3 clusters Score -6394217 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -6394233.500000 Penalty: 5342.097168
	Iteration 24Q: 3 clusters Score -6394234 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -6394238.000000 Penalty: 5342.097168
	Iteration 25Q: 3 clusters Score -6394238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -6394244.500000 Penalty: 5342.097168
	Iteration 26Q: 3 clusters Score -6394244 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -6394265.500000 Penalty: 5342.097168
	Iteration 27Q: 3 clusters Score -6394266 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -6394283.500000 Penalty: 5342.097168
	Iteration 28Q: 3 clusters Score -6394284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -6394296.500000 Penalty: 5342.097168
	Iteration 29Q: 3 clusters Score -6394296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -6394316.500000 Penalty: 5342.097168
	Iteration 30Q: 3 clusters Score -6394316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -6394310.000000 Penalty: 5342.097168
	Iteration 31Q: 3 clusters Score -6394310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -6394309.500000 Penalty: 5342.097168
	Iteration 32Q: 3 clusters Score -6394310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -6394311.000000 Penalty: 5342.097168
	Iteration 33Q: 3 clusters Score -6394311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
Score: -6394311.000000 Penalty: 5342.097168
	Iteration 34Q: 3 clusters Score -6394311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -6394320.000000 Penalty: 5342.097168
	Iteration 35Q: 3 clusters Score -6394320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -6394323.000000 Penalty: 5342.097168
	Iteration 36Q: 3 clusters Score -6394323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -6394317.500000 Penalty: 5342.097168
	Iteration 37Q: 3 clusters Score -6394318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -6394319.500000 Penalty: 5342.097168
	Iteration 38Q: 3 clusters Score -6394320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -6394330.000000 Penalty: 5342.097168
	Iteration 39Q: 3 clusters Score -6394330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -6394334.500000 Penalty: 5342.097168
	Iteration 40F: 3 clusters Score -6394334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -6394334.500000 Penalty: 5342.097168
	Iteration 41Q: 3 clusters Score -6394334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -6394337.000000 Penalty: 5342.097168
	Iteration 42Q: 3 clusters Score -6394337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -6394339.000000 Penalty: 5342.097168
	Iteration 43Q: 3 clusters Score -6394339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -6394338.000000 Penalty: 5342.097168
	Iteration 44Q: 3 clusters Score -6394338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -6394340.000000 Penalty: 5342.097168
	Iteration 45Q: 3 clusters Score -6394340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -6394340.000000 Penalty: 5342.097168
	Iteration 46Q: 3 clusters Score -6394340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -6394347.500000 Penalty: 5342.097168
	Iteration 47Q: 3 clusters Score -6394348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -6394348.000000 Penalty: 5342.097168
	Iteration 48Q: 3 clusters Score -6394348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -6394343.500000 Penalty: 5342.097168
	Iteration 49Q: 3 clusters Score -6394344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -6394340.000000 Penalty: 5342.097168
	Iteration 50Q: 3 clusters Score -6394340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -6394348.500000 Penalty: 5342.097168
	Iteration 51Q: 3 clusters Score -6394348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -6394344.500000 Penalty: 5342.097168
	Iteration 52Q: 3 clusters Score -6394344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -6394346.500000 Penalty: 5342.097168
	Iteration 53Q: 3 clusters Score -6394346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -6394340.000000 Penalty: 5342.097168
	Iteration 54Q: 3 clusters Score -6394340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -6394333.500000 Penalty: 5342.097168
	Iteration 55Q: 3 clusters Score -6394334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -6394340.500000 Penalty: 5342.097168
	Iteration 56Q: 3 clusters Score -6394340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -6394340.000000 Penalty: 5342.097168
	Iteration 57Q: 3 clusters Score -6394340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -6394353.500000 Penalty: 5342.097168
	Iteration 58Q: 3 clusters Score -6394354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -6394354.000000 Penalty: 5342.097168
	Iteration 59Q: 3 clusters Score -6394354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -6394357.000000 Penalty: 5342.097168
	Iteration 60F: 3 clusters Score -6394357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -6394354.000000 Penalty: 5342.097168
	Iteration 61Q: 3 clusters Score -6394354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -6394362.500000 Penalty: 5342.097168
	Iteration 62Q: 3 clusters Score -6394362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -6394362.500000 Penalty: 5342.097168
	Iteration 63Q: 3 clusters Score -6394362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -6394362.500000 Penalty: 5342.097168
	Iteration 64Q: 3 clusters Score -6394362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -6394358.500000 Penalty: 5342.097168
	Iteration 65Q: 3 clusters Score -6394358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -6394354.500000 Penalty: 5342.097168
	Iteration 66Q: 3 clusters Score -6394354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -6394355.000000 Penalty: 5342.097168
	Iteration 67Q: 3 clusters Score -6394355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -6394355.000000 Penalty: 5342.097168
	Iteration 68F: 3 clusters Score -6394355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -45004.183594 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -45004.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43590.031250 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -43590.03 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43759.246094 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -43759.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43884.585938 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -43884.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44022.976562 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -44022.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -44178.699219 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -44178.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44200.855469 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -44200.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -44226.968750 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -44226.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -44255.660156 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -44255.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44283.468750 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -44283.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -44301.898438 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -44301.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -44318.933594 Penalty: 2956.658691
	Iteration 10Q: 3 clusters Score -44318.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -44328.925781 Penalty: 2956.658691
	Iteration 11Q: 3 clusters Score -44328.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -44333.890625 Penalty: 2956.658691
	Iteration 12Q: 3 clusters Score -44333.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -44333.890625 Penalty: 2956.658691
	Iteration 13F: 3 clusters Score -44333.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (93894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93894 members 
Entering Unmasked Estep 
Score: -12172065.000000 Penalty: 2839.580566
	Iteration 0F: 2 clusters Score -1.217206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -12109316.000000 Penalty: 5679.161133
	Iteration 0F: 3 clusters Score -1.210932e+07 nChanged 44328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -12134606.000000 Penalty: 5679.161133
	Iteration 1F: 3 clusters Score -1.213461e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51862 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -12135888.000000 Penalty: 5679.161133
	Iteration 2Q: 3 clusters Score -1.213589e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -12138545.000000 Penalty: 5679.161133
	Iteration 3F: 3 clusters Score -1.213854e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59918 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -12142874.000000 Penalty: 5679.161133
	Iteration 4F: 3 clusters Score -1.214287e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65721 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -12148848.000000 Penalty: 5679.161133
	Iteration 5F: 3 clusters Score -1.214885e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71310 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -12154345.000000 Penalty: 5679.161133
	Iteration 6F: 3 clusters Score -1.215434e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76157 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -12158700.000000 Penalty: 5679.161133
	Iteration 7F: 3 clusters Score -1.21587e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80351 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -12161979.000000 Penalty: 5679.161133
	Iteration 8F: 3 clusters Score -1.216198e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83814 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -12164317.000000 Penalty: 5679.161133
	Iteration 9Q: 3 clusters Score -1.216432e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86538 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -12165935.000000 Penalty: 5679.161133
	Iteration 10Q: 3 clusters Score -1.216594e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88577 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -12167167.000000 Penalty: 5679.161133
	Iteration 11Q: 3 clusters Score -1.216717e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90173 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -12168101.000000 Penalty: 5679.161133
	Iteration 12Q: 3 clusters Score -1.21681e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91322 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -12168752.000000 Penalty: 5679.161133
	Iteration 13Q: 3 clusters Score -1.216875e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92054 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -12169173.000000 Penalty: 5679.161133
	Iteration 14Q: 3 clusters Score -1.216917e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92500 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -12169419.000000 Penalty: 5679.161133
	Iteration 15Q: 3 clusters Score -1.216942e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92749 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -12169588.000000 Penalty: 5679.161133
	Iteration 16Q: 3 clusters Score -1.216959e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92914 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -12169690.000000 Penalty: 5679.161133
	Iteration 17Q: 3 clusters Score -1.216969e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93022 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -12169762.000000 Penalty: 5679.161133
	Iteration 18Q: 3 clusters Score -1.216976e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93080 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -12169789.000000 Penalty: 5679.161133
	Iteration 19Q: 3 clusters Score -1.216979e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93123 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -12169816.000000 Penalty: 5679.161133
	Iteration 20F: 3 clusters Score -1.216982e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93151 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -12169829.000000 Penalty: 5679.161133
	Iteration 21Q: 3 clusters Score -1.216983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93161 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -12169825.000000 Penalty: 5679.161133
	Iteration 22Q: 3 clusters Score -1.216982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93171 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -12169826.000000 Penalty: 5679.161133
	Iteration 23Q: 3 clusters Score -1.216983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93176 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -12169843.000000 Penalty: 5679.161133
	Iteration 24Q: 3 clusters Score -1.216984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93182 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -12169827.000000 Penalty: 5679.161133
	Iteration 25Q: 3 clusters Score -1.216983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93187 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -12169845.000000 Penalty: 5679.161133
	Iteration 26Q: 3 clusters Score -1.216984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93190 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -12169848.000000 Penalty: 5679.161133
	Iteration 27Q: 3 clusters Score -1.216985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93195 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -12169847.000000 Penalty: 5679.161133
	Iteration 28Q: 3 clusters Score -1.216985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93199 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -12169850.000000 Penalty: 5679.161133
	Iteration 29Q: 3 clusters Score -1.216985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93208 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -12169858.000000 Penalty: 5679.161133
	Iteration 30Q: 3 clusters Score -1.216986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93211 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -12169860.000000 Penalty: 5679.161133
	Iteration 31Q: 3 clusters Score -1.216986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93216 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -12169875.000000 Penalty: 5679.161133
	Iteration 32Q: 3 clusters Score -1.216988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93219 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -12169865.000000 Penalty: 5679.161133
	Iteration 33Q: 3 clusters Score -1.216986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93226 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -12169869.000000 Penalty: 5679.161133
	Iteration 34Q: 3 clusters Score -1.216987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93234 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -12169881.000000 Penalty: 5679.161133
	Iteration 35Q: 3 clusters Score -1.216988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93240 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -12169885.000000 Penalty: 5679.161133
	Iteration 36Q: 3 clusters Score -1.216988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93246 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -12169891.000000 Penalty: 5679.161133
	Iteration 37Q: 3 clusters Score -1.216989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93247 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -12169898.000000 Penalty: 5679.161133
	Iteration 38Q: 3 clusters Score -1.21699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93248 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -12169903.000000 Penalty: 5679.161133
	Iteration 39Q: 3 clusters Score -1.21699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93248 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -12169903.000000 Penalty: 5679.161133
	Iteration 40F: 3 clusters Score -1.21699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (151175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151175 members 
Entering Unmasked Estep 
Score: -20085210.000000 Penalty: 2957.695801
	Iteration 0F: 2 clusters Score -2.008521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75784 members 
Mstep: Class 2 contains 75391 members 
Entering Unmasked Estep 
Score: -19984624.000000 Penalty: 5915.391602
	Iteration 0F: 3 clusters Score -1.998462e+07 nChanged 72342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78824 members 
Mstep: Class 2 contains 72351 members 
Entering Unmasked Estep 
Score: -20026566.000000 Penalty: 5915.391602
	Iteration 1F: 3 clusters Score -2.002657e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81053 members 
Mstep: Class 2 contains 70122 members 
Entering Unmasked Estep 
Score: -20027754.000000 Penalty: 5915.391602
	Iteration 2Q: 3 clusters Score -2.002775e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84598 members 
Mstep: Class 2 contains 66577 members 
Entering Unmasked Estep 
Score: -20029446.000000 Penalty: 5915.391602
	Iteration 3Q: 3 clusters Score -2.002945e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90014 members 
Mstep: Class 2 contains 61161 members 
Entering Unmasked Estep 
Score: -20031962.000000 Penalty: 5915.391602
	Iteration 4Q: 3 clusters Score -2.003196e+07 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97776 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -20036560.000000 Penalty: 5915.391602
	Iteration 5F: 3 clusters Score -2.003656e+07 nChanged 10696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108046 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -20043504.000000 Penalty: 5915.391602
	Iteration 6F: 3 clusters Score -2.00435e+07 nChanged 12401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120247 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -20053854.000000 Penalty: 5915.391602
	Iteration 7F: 3 clusters Score -2.005385e+07 nChanged 12134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132311 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -20065276.000000 Penalty: 5915.391602
	Iteration 8F: 3 clusters Score -2.006528e+07 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141637 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -20074292.000000 Penalty: 5915.391602
	Iteration 9F: 3 clusters Score -2.007429e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146967 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -20079222.000000 Penalty: 5915.391602
	Iteration 10Q: 3 clusters Score -2.007922e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149338 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -20081164.000000 Penalty: 5915.391602
	Iteration 11Q: 3 clusters Score -2.008116e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150220 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -20081936.000000 Penalty: 5915.391602
	Iteration 12Q: 3 clusters Score -2.008194e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150551 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -20082232.000000 Penalty: 5915.391602
	Iteration 13Q: 3 clusters Score -2.008223e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150685 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -20082410.000000 Penalty: 5915.391602
	Iteration 14Q: 3 clusters Score -2.008241e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150753 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -20082484.000000 Penalty: 5915.391602
	Iteration 15Q: 3 clusters Score -2.008248e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150782 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -20082520.000000 Penalty: 5915.391602
	Iteration 16Q: 3 clusters Score -2.008252e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150802 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -20082550.000000 Penalty: 5915.391602
	Iteration 17Q: 3 clusters Score -2.008255e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150812 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -20082566.000000 Penalty: 5915.391602
	Iteration 18Q: 3 clusters Score -2.008257e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150823 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -20082582.000000 Penalty: 5915.391602
	Iteration 19Q: 3 clusters Score -2.008258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150832 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -20082604.000000 Penalty: 5915.391602
	Iteration 20F: 3 clusters Score -2.00826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150834 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -20082622.000000 Penalty: 5915.391602
	Iteration 21Q: 3 clusters Score -2.008262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150836 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -20082628.000000 Penalty: 5915.391602
	Iteration 22Q: 3 clusters Score -2.008263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150832 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -20082628.000000 Penalty: 5915.391602
	Iteration 23Q: 3 clusters Score -2.008263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150831 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -20082644.000000 Penalty: 5915.391602
	Iteration 24Q: 3 clusters Score -2.008264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150832 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -20082646.000000 Penalty: 5915.391602
	Iteration 25Q: 3 clusters Score -2.008265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150831 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -20082654.000000 Penalty: 5915.391602
	Iteration 26Q: 3 clusters Score -2.008265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150831 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -20082654.000000 Penalty: 5915.391602
	Iteration 27F: 3 clusters Score -2.008265e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (154423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154423 members 
Entering Unmasked Estep 
Score: -20884572.000000 Penalty: 2962.967773
	Iteration 0F: 2 clusters Score -2.088457e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77387 members 
Mstep: Class 2 contains 77036 members 
Entering Unmasked Estep 
Score: -20782772.000000 Penalty: 5925.935547
	Iteration 0F: 3 clusters Score -2.078277e+07 nChanged 73443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79886 members 
Mstep: Class 2 contains 74537 members 
Entering Unmasked Estep 
Score: -20825136.000000 Penalty: 5925.935547
	Iteration 1F: 3 clusters Score -2.082514e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81376 members 
Mstep: Class 2 contains 73047 members 
Entering Unmasked Estep 
Score: -20825850.000000 Penalty: 5925.935547
	Iteration 2Q: 3 clusters Score -2.082585e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83640 members 
Mstep: Class 2 contains 70783 members 
Entering Unmasked Estep 
Score: -20826906.000000 Penalty: 5925.935547
	Iteration 3Q: 3 clusters Score -2.082691e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87076 members 
Mstep: Class 2 contains 67347 members 
Entering Unmasked Estep 
Score: -20828332.000000 Penalty: 5925.935547
	Iteration 4Q: 3 clusters Score -2.082833e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92311 members 
Mstep: Class 2 contains 62112 members 
Entering Unmasked Estep 
Score: -20830752.000000 Penalty: 5925.935547
	Iteration 5Q: 3 clusters Score -2.083075e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99965 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -20835140.000000 Penalty: 5925.935547
	Iteration 6F: 3 clusters Score -2.083514e+07 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110539 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -20842670.000000 Penalty: 5925.935547
	Iteration 7F: 3 clusters Score -2.084267e+07 nChanged 12802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123331 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -20853660.000000 Penalty: 5925.935547
	Iteration 8F: 3 clusters Score -2.085366e+07 nChanged 12385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135714 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -20864928.000000 Penalty: 5925.935547
	Iteration 9F: 3 clusters Score -2.086493e+07 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144958 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -20873870.000000 Penalty: 5925.935547
	Iteration 10F: 3 clusters Score -2.087387e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150236 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -20878664.000000 Penalty: 5925.935547
	Iteration 11Q: 3 clusters Score -2.087866e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152503 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -20880596.000000 Penalty: 5925.935547
	Iteration 12Q: 3 clusters Score -2.08806e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153349 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -20881330.000000 Penalty: 5925.935547
	Iteration 13Q: 3 clusters Score -2.088133e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153675 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -20881660.000000 Penalty: 5925.935547
	Iteration 14Q: 3 clusters Score -2.088166e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153819 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -20881818.000000 Penalty: 5925.935547
	Iteration 15Q: 3 clusters Score -2.088182e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153889 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -20881872.000000 Penalty: 5925.935547
	Iteration 16Q: 3 clusters Score -2.088187e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153919 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -20881916.000000 Penalty: 5925.935547
	Iteration 17Q: 3 clusters Score -2.088192e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153940 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -20881914.000000 Penalty: 5925.935547
	Iteration 18Q: 3 clusters Score -2.088191e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153964 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -20881916.000000 Penalty: 5925.935547
	Iteration 19Q: 3 clusters Score -2.088192e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153975 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -20881954.000000 Penalty: 5925.935547
	Iteration 20F: 3 clusters Score -2.088195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153984 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -20881958.000000 Penalty: 5925.935547
	Iteration 21Q: 3 clusters Score -2.088196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153989 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -20881970.000000 Penalty: 5925.935547
	Iteration 22Q: 3 clusters Score -2.088197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153995 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -20881974.000000 Penalty: 5925.935547
	Iteration 23Q: 3 clusters Score -2.088197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153999 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -20881980.000000 Penalty: 5925.935547
	Iteration 24Q: 3 clusters Score -2.088198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153997 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -20881976.000000 Penalty: 5925.935547
	Iteration 25Q: 3 clusters Score -2.088198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153998 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -20881978.000000 Penalty: 5925.935547
	Iteration 26Q: 3 clusters Score -2.088198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153998 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -20881978.000000 Penalty: 5925.935547
	Iteration 27F: 3 clusters Score -2.088198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Entering Unmasked Estep 
Score: -368828.781250 Penalty: 1947.790283
	Iteration 0F: 2 clusters Score -368828.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -365779.843750 Penalty: 3895.580566
	Iteration 0F: 3 clusters Score -365779.8 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -366345.125000 Penalty: 3895.580566
	Iteration 1F: 3 clusters Score -366345.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -366490.375000 Penalty: 3895.580566
	Iteration 2F: 3 clusters Score -366490.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -366586.375000 Penalty: 3895.580566
	Iteration 3Q: 3 clusters Score -366586.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -366642.000000 Penalty: 3895.580566
	Iteration 4Q: 3 clusters Score -366642 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -366682.937500 Penalty: 3895.580566
	Iteration 5Q: 3 clusters Score -366682.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -366710.593750 Penalty: 3895.580566
	Iteration 6Q: 3 clusters Score -366710.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -366731.406250 Penalty: 3895.580566
	Iteration 7Q: 3 clusters Score -366731.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -366746.812500 Penalty: 3895.580566
	Iteration 8Q: 3 clusters Score -366746.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -366758.531250 Penalty: 3895.580566
	Iteration 9Q: 3 clusters Score -366758.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -366768.593750 Penalty: 3895.580566
	Iteration 10Q: 3 clusters Score -366768.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -366778.375000 Penalty: 3895.580566
	Iteration 11Q: 3 clusters Score -366778.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -366789.312500 Penalty: 3895.580566
	Iteration 12Q: 3 clusters Score -366789.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -366795.468750 Penalty: 3895.580566
	Iteration 13Q: 3 clusters Score -366795.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -366797.781250 Penalty: 3895.580566
	Iteration 14Q: 3 clusters Score -366797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -366798.593750 Penalty: 3895.580566
	Iteration 15Q: 3 clusters Score -366798.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -366800.406250 Penalty: 3895.580566
	Iteration 16Q: 3 clusters Score -366800.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -366801.687500 Penalty: 3895.580566
	Iteration 17Q: 3 clusters Score -366801.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -366802.250000 Penalty: 3895.580566
	Iteration 18Q: 3 clusters Score -366802.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -366803.812500 Penalty: 3895.580566
	Iteration 19Q: 3 clusters Score -366803.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -366803.250000 Penalty: 3895.580566
	Iteration 20F: 3 clusters Score -366803.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -366804.250000 Penalty: 3895.580566
	Iteration 21Q: 3 clusters Score -366804.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -366805.031250 Penalty: 3895.580566
	Iteration 22Q: 3 clusters Score -366805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -366806.031250 Penalty: 3895.580566
	Iteration 23Q: 3 clusters Score -366806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -366807.406250 Penalty: 3895.580566
	Iteration 24Q: 3 clusters Score -366807.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -366808.656250 Penalty: 3895.580566
	Iteration 25Q: 3 clusters Score -366808.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -366808.656250 Penalty: 3895.580566
	Iteration 26F: 3 clusters Score -366808.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -16018.585938 Penalty: 1252.364380
	Iteration 0F: 2 clusters Score -16018.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -15066.888672 Penalty: 2504.728760
	Iteration 0F: 3 clusters Score -15066.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15115.330078 Penalty: 2504.728760
	Iteration 1F: 3 clusters Score -15115.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15145.512695 Penalty: 2504.728760
	Iteration 2Q: 3 clusters Score -15145.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15150.691406 Penalty: 2504.728760
	Iteration 3Q: 3 clusters Score -15150.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15150.691406 Penalty: 2504.728760
	Iteration 4F: 3 clusters Score -15150.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -58088.234375 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -58088.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -56570.125000 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -56570.12 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56770.203125 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -56770.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56871.324219 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -56871.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56928.109375 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -56928.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57050.089844 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -57050.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -57261.277344 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -57261.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -57286.875000 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -57286.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -57303.546875 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -57303.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -57315.148438 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -57315.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -57329.148438 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -57329.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -57339.589844 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -57339.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -57344.632812 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -57344.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -57351.882812 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -57351.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -57358.132812 Penalty: 3060.126709
	Iteration 13Q: 3 clusters Score -57358.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -57363.347656 Penalty: 3060.126709
	Iteration 14Q: 3 clusters Score -57363.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -57363.347656 Penalty: 3060.126709
	Iteration 15F: 3 clusters Score -57363.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -18882.685547 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -18882.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17878.835938 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -17878.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -17995.863281 Penalty: 2586.608154
	Iteration 1F: 3 clusters Score -17995.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18022.275391 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -18022.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18042.919922 Penalty: 2586.608154
	Iteration 3Q: 3 clusters Score -18042.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18042.919922 Penalty: 2586.608154
	Iteration 4F: 3 clusters Score -18042.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Entering Unmasked Estep 
Score: -774930.937500 Penalty: 2151.751221
	Iteration 0F: 2 clusters Score -774930.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -769854.937500 Penalty: 4303.502441
	Iteration 0F: 3 clusters Score -769854.9 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -771095.375000 Penalty: 4303.502441
	Iteration 1F: 3 clusters Score -771095.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -771307.750000 Penalty: 4303.502441
	Iteration 2F: 3 clusters Score -771307.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -771483.500000 Penalty: 4303.502441
	Iteration 3Q: 3 clusters Score -771483.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -771647.500000 Penalty: 4303.502441
	Iteration 4Q: 3 clusters Score -771647.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -771779.000000 Penalty: 4303.502441
	Iteration 5Q: 3 clusters Score -771779 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -771945.000000 Penalty: 4303.502441
	Iteration 6Q: 3 clusters Score -771945 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -772120.187500 Penalty: 4303.502441
	Iteration 7Q: 3 clusters Score -772120.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -772283.875000 Penalty: 4303.502441
	Iteration 8Q: 3 clusters Score -772283.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -772445.500000 Penalty: 4303.502441
	Iteration 9Q: 3 clusters Score -772445.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -772562.562500 Penalty: 4303.502441
	Iteration 10Q: 3 clusters Score -772562.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -772681.000000 Penalty: 4303.502441
	Iteration 11Q: 3 clusters Score -772681 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -772797.187500 Penalty: 4303.502441
	Iteration 12Q: 3 clusters Score -772797.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -772897.562500 Penalty: 4303.502441
	Iteration 13Q: 3 clusters Score -772897.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -773002.562500 Penalty: 4303.502441
	Iteration 14Q: 3 clusters Score -773002.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -773086.500000 Penalty: 4303.502441
	Iteration 15Q: 3 clusters Score -773086.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -773159.937500 Penalty: 4303.502441
	Iteration 16Q: 3 clusters Score -773159.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -773215.687500 Penalty: 4303.502441
	Iteration 17Q: 3 clusters Score -773215.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -773268.062500 Penalty: 4303.502441
	Iteration 18Q: 3 clusters Score -773268.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -773316.062500 Penalty: 4303.502441
	Iteration 19Q: 3 clusters Score -773316.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -773359.250000 Penalty: 4303.502441
	Iteration 20F: 3 clusters Score -773359.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -773383.375000 Penalty: 4303.502441
	Iteration 21Q: 3 clusters Score -773383.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -773399.750000 Penalty: 4303.502441
	Iteration 22Q: 3 clusters Score -773399.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -773409.812500 Penalty: 4303.502441
	Iteration 23Q: 3 clusters Score -773409.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -773418.562500 Penalty: 4303.502441
	Iteration 24Q: 3 clusters Score -773418.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -773426.437500 Penalty: 4303.502441
	Iteration 25Q: 3 clusters Score -773426.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -773432.125000 Penalty: 4303.502441
	Iteration 26Q: 3 clusters Score -773432.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -773438.312500 Penalty: 4303.502441
	Iteration 27Q: 3 clusters Score -773438.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -773448.562500 Penalty: 4303.502441
	Iteration 28Q: 3 clusters Score -773448.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -773454.625000 Penalty: 4303.502441
	Iteration 29Q: 3 clusters Score -773454.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -773463.562500 Penalty: 4303.502441
	Iteration 30Q: 3 clusters Score -773463.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -773469.000000 Penalty: 4303.502441
	Iteration 31Q: 3 clusters Score -773469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -773476.375000 Penalty: 4303.502441
	Iteration 32Q: 3 clusters Score -773476.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -773481.375000 Penalty: 4303.502441
	Iteration 33Q: 3 clusters Score -773481.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -773483.062500 Penalty: 4303.502441
	Iteration 34Q: 3 clusters Score -773483.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -773484.562500 Penalty: 4303.502441
	Iteration 35Q: 3 clusters Score -773484.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -773485.250000 Penalty: 4303.502441
	Iteration 36Q: 3 clusters Score -773485.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -773486.500000 Penalty: 4303.502441
	Iteration 37Q: 3 clusters Score -773486.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -773486.812500 Penalty: 4303.502441
	Iteration 38Q: 3 clusters Score -773486.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -773486.312500 Penalty: 4303.502441
	Iteration 39Q: 3 clusters Score -773486.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -773486.125000 Penalty: 4303.502441
	Iteration 40F: 3 clusters Score -773486.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -773487.375000 Penalty: 4303.502441
	Iteration 41Q: 3 clusters Score -773487.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -773487.375000 Penalty: 4303.502441
	Iteration 42F: 3 clusters Score -773487.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167259 members 
Mstep: Class 5 contains 150565 members 
Mstep: Class 6 contains 149136 members 
Mstep: Class 7 contains 159055 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8326 members 
Mstep: Class 10 contains 13677 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26962 members 
Mstep: Class 13 contains 68183 members 
Mstep: Class 14 contains 166137 members 
Mstep: Class 15 contains 47589 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93894 members 
Mstep: Class 18 contains 151175 members 
Mstep: Class 19 contains 154423 members 
Mstep: Class 20 contains 2576 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465280.000000 Penalty: 84149.148438
Iteration 279Q: 25 clusters Score -1.804653e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167273 members 
Mstep: Class 5 contains 150534 members 
Mstep: Class 6 contains 149207 members 
Mstep: Class 7 contains 159053 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8326 members 
Mstep: Class 10 contains 13678 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26960 members 
Mstep: Class 13 contains 68198 members 
Mstep: Class 14 contains 166127 members 
Mstep: Class 15 contains 47577 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93883 members 
Mstep: Class 18 contains 151148 members 
Mstep: Class 19 contains 154401 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465264.000000 Penalty: 84149.148438
Iteration 280F: 25 clusters Score -1.804653e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167291 members 
Mstep: Class 5 contains 150502 members 
Mstep: Class 6 contains 149264 members 
Mstep: Class 7 contains 159037 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8326 members 
Mstep: Class 10 contains 13678 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26962 members 
Mstep: Class 13 contains 68211 members 
Mstep: Class 14 contains 166107 members 
Mstep: Class 15 contains 47558 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93871 members 
Mstep: Class 18 contains 151136 members 
Mstep: Class 19 contains 154397 members 
Mstep: Class 20 contains 2579 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465280.000000 Penalty: 84149.148438
Iteration 281Q: 25 clusters Score -1.804653e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167289 members 
Mstep: Class 5 contains 150484 members 
Mstep: Class 6 contains 149323 members 
Mstep: Class 7 contains 158999 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8325 members 
Mstep: Class 10 contains 13672 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68215 members 
Mstep: Class 14 contains 166083 members 
Mstep: Class 15 contains 47547 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93878 members 
Mstep: Class 18 contains 151119 members 
Mstep: Class 19 contains 154420 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465296.000000 Penalty: 84149.148438
Iteration 282Q: 25 clusters Score -1.804653e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167287 members 
Mstep: Class 5 contains 150471 members 
Mstep: Class 6 contains 149376 members 
Mstep: Class 7 contains 158977 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8325 members 
Mstep: Class 10 contains 13665 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68219 members 
Mstep: Class 14 contains 166055 members 
Mstep: Class 15 contains 47534 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93883 members 
Mstep: Class 18 contains 151128 members 
Mstep: Class 19 contains 154407 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465248.000000 Penalty: 84149.148438
Iteration 283Q: 25 clusters Score -1.804652e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167278 members 
Mstep: Class 5 contains 150443 members 
Mstep: Class 6 contains 149433 members 
Mstep: Class 7 contains 158945 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8324 members 
Mstep: Class 10 contains 13665 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26958 members 
Mstep: Class 13 contains 68227 members 
Mstep: Class 14 contains 166009 members 
Mstep: Class 15 contains 47529 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93890 members 
Mstep: Class 18 contains 151131 members 
Mstep: Class 19 contains 154426 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465376.000000 Penalty: 84149.148438
Iteration 284Q: 25 clusters Score -1.804654e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167283 members 
Mstep: Class 5 contains 150406 members 
Mstep: Class 6 contains 149488 members 
Mstep: Class 7 contains 158919 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8323 members 
Mstep: Class 10 contains 13666 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26962 members 
Mstep: Class 13 contains 68242 members 
Mstep: Class 14 contains 165971 members 
Mstep: Class 15 contains 47524 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93893 members 
Mstep: Class 18 contains 151125 members 
Mstep: Class 19 contains 154430 members 
Mstep: Class 20 contains 2589 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 5999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465456.000000 Penalty: 84149.148438
Iteration 285Q: 25 clusters Score -1.804655e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167263 members 
Mstep: Class 5 contains 150364 members 
Mstep: Class 6 contains 149547 members 
Mstep: Class 7 contains 158884 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8322 members 
Mstep: Class 10 contains 13669 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26962 members 
Mstep: Class 13 contains 68242 members 
Mstep: Class 14 contains 165938 members 
Mstep: Class 15 contains 47519 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93896 members 
Mstep: Class 18 contains 151136 members 
Mstep: Class 19 contains 154460 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465328.000000 Penalty: 84149.148438
Iteration 286Q: 25 clusters Score -1.804653e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167245 members 
Mstep: Class 5 contains 150325 members 
Mstep: Class 6 contains 149611 members 
Mstep: Class 7 contains 158878 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8321 members 
Mstep: Class 10 contains 13671 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26960 members 
Mstep: Class 13 contains 68235 members 
Mstep: Class 14 contains 165908 members 
Mstep: Class 15 contains 47510 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93891 members 
Mstep: Class 18 contains 151131 members 
Mstep: Class 19 contains 154494 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465328.000000 Penalty: 84149.148438
Iteration 287Q: 25 clusters Score -1.804653e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167209 members 
Mstep: Class 5 contains 150300 members 
Mstep: Class 6 contains 149657 members 
Mstep: Class 7 contains 158885 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8321 members 
Mstep: Class 10 contains 13671 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26966 members 
Mstep: Class 13 contains 68236 members 
Mstep: Class 14 contains 165882 members 
Mstep: Class 15 contains 47500 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93886 members 
Mstep: Class 18 contains 151129 members 
Mstep: Class 19 contains 154521 members 
Mstep: Class 20 contains 2594 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465280.000000 Penalty: 84149.148438
Iteration 288Q: 25 clusters Score -1.804653e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167184 members 
Mstep: Class 5 contains 150283 members 
Mstep: Class 6 contains 149687 members 
Mstep: Class 7 contains 158901 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8320 members 
Mstep: Class 10 contains 13668 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26969 members 
Mstep: Class 13 contains 68244 members 
Mstep: Class 14 contains 165842 members 
Mstep: Class 15 contains 47501 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93880 members 
Mstep: Class 18 contains 151129 members 
Mstep: Class 19 contains 154541 members 
Mstep: Class 20 contains 2596 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465216.000000 Penalty: 84149.148438
Iteration 289Q: 25 clusters Score -1.804652e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167188 members 
Mstep: Class 5 contains 150263 members 
Mstep: Class 6 contains 149720 members 
Mstep: Class 7 contains 158907 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8321 members 
Mstep: Class 10 contains 13665 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26965 members 
Mstep: Class 13 contains 68253 members 
Mstep: Class 14 contains 165802 members 
Mstep: Class 15 contains 47493 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93876 members 
Mstep: Class 18 contains 151114 members 
Mstep: Class 19 contains 154568 members 
Mstep: Class 20 contains 2597 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465056.000000 Penalty: 84149.148438
Iteration 290Q: 25 clusters Score -1.804651e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167178 members 
Mstep: Class 5 contains 150228 members 
Mstep: Class 6 contains 149773 members 
Mstep: Class 7 contains 158919 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8322 members 
Mstep: Class 10 contains 13667 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26965 members 
Mstep: Class 13 contains 68249 members 
Mstep: Class 14 contains 165762 members 
Mstep: Class 15 contains 47487 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93881 members 
Mstep: Class 18 contains 151102 members 
Mstep: Class 19 contains 154590 members 
Mstep: Class 20 contains 2601 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465072.000000 Penalty: 84149.148438
Iteration 291Q: 25 clusters Score -1.804651e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167172 members 
Mstep: Class 5 contains 150195 members 
Mstep: Class 6 contains 149832 members 
Mstep: Class 7 contains 158910 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8322 members 
Mstep: Class 10 contains 13668 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68258 members 
Mstep: Class 14 contains 165729 members 
Mstep: Class 15 contains 47481 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93882 members 
Mstep: Class 18 contains 151091 members 
Mstep: Class 19 contains 154604 members 
Mstep: Class 20 contains 2605 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465280.000000 Penalty: 84149.148438
Iteration 292Q: 25 clusters Score -1.804653e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167179 members 
Mstep: Class 5 contains 150160 members 
Mstep: Class 6 contains 149887 members 
Mstep: Class 7 contains 158881 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8322 members 
Mstep: Class 10 contains 13667 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26959 members 
Mstep: Class 13 contains 68256 members 
Mstep: Class 14 contains 165700 members 
Mstep: Class 15 contains 47463 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93882 members 
Mstep: Class 18 contains 151090 members 
Mstep: Class 19 contains 154646 members 
Mstep: Class 20 contains 2608 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465088.000000 Penalty: 84149.148438
Iteration 293Q: 25 clusters Score -1.804651e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167186 members 
Mstep: Class 5 contains 150134 members 
Mstep: Class 6 contains 149924 members 
Mstep: Class 7 contains 158836 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8322 members 
Mstep: Class 10 contains 13666 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26957 members 
Mstep: Class 13 contains 68258 members 
Mstep: Class 14 contains 165678 members 
Mstep: Class 15 contains 47445 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93883 members 
Mstep: Class 18 contains 151082 members 
Mstep: Class 19 contains 154702 members 
Mstep: Class 20 contains 2618 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465088.000000 Penalty: 84149.148438
Iteration 294Q: 25 clusters Score -1.804651e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167203 members 
Mstep: Class 5 contains 150106 members 
Mstep: Class 6 contains 149955 members 
Mstep: Class 7 contains 158806 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8322 members 
Mstep: Class 10 contains 13663 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26955 members 
Mstep: Class 13 contains 68269 members 
Mstep: Class 14 contains 165660 members 
Mstep: Class 15 contains 47426 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93884 members 
Mstep: Class 18 contains 151062 members 
Mstep: Class 19 contains 154751 members 
Mstep: Class 20 contains 2620 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465072.000000 Penalty: 84149.148438
Iteration 295Q: 25 clusters Score -1.804651e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 167222 members 
Mstep: Class 5 contains 150066 members 
Mstep: Class 6 contains 149986 members 
Mstep: Class 7 contains 158789 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8322 members 
Mstep: Class 10 contains 13664 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26949 members 
Mstep: Class 13 contains 68284 members 
Mstep: Class 14 contains 165625 members 
Mstep: Class 15 contains 47425 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93879 members 
Mstep: Class 18 contains 151051 members 
Mstep: Class 19 contains 154786 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465136.000000 Penalty: 84149.148438
Iteration 296Q: 25 clusters Score -1.804651e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167219 members 
Mstep: Class 5 contains 150036 members 
Mstep: Class 6 contains 150004 members 
Mstep: Class 7 contains 158786 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8322 members 
Mstep: Class 10 contains 13666 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26940 members 
Mstep: Class 13 contains 68306 members 
Mstep: Class 14 contains 165603 members 
Mstep: Class 15 contains 47420 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93874 members 
Mstep: Class 18 contains 151036 members 
Mstep: Class 19 contains 154824 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465232.000000 Penalty: 84149.148438
Iteration 297Q: 25 clusters Score -1.804652e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167195 members 
Mstep: Class 5 contains 150002 members 
Mstep: Class 6 contains 150021 members 
Mstep: Class 7 contains 158795 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8322 members 
Mstep: Class 10 contains 13664 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26937 members 
Mstep: Class 13 contains 68333 members 
Mstep: Class 14 contains 165578 members 
Mstep: Class 15 contains 47419 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93872 members 
Mstep: Class 18 contains 151045 members 
Mstep: Class 19 contains 154849 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465392.000000 Penalty: 84149.148438
Iteration 298Q: 25 clusters Score -1.804654e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167191 members 
Mstep: Class 5 contains 149969 members 
Mstep: Class 6 contains 150029 members 
Mstep: Class 7 contains 158779 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8321 members 
Mstep: Class 10 contains 13664 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26936 members 
Mstep: Class 13 contains 68362 members 
Mstep: Class 14 contains 165563 members 
Mstep: Class 15 contains 47414 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93865 members 
Mstep: Class 18 contains 151039 members 
Mstep: Class 19 contains 154888 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465424.000000 Penalty: 84149.148438
Iteration 299Q: 25 clusters Score -1.804654e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1436 members 
Mstep: Class 4 contains 167173 members 
Mstep: Class 5 contains 149933 members 
Mstep: Class 6 contains 150037 members 
Mstep: Class 7 contains 158755 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8319 members 
Mstep: Class 10 contains 13663 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26940 members 
Mstep: Class 13 contains 68373 members 
Mstep: Class 14 contains 165580 members 
Mstep: Class 15 contains 47412 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93865 members 
Mstep: Class 18 contains 151039 members 
Mstep: Class 19 contains 154925 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465728.000000 Penalty: 84149.148438
Iteration 300F: 25 clusters Score -1.804657e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1436 members 
Mstep: Class 4 contains 167170 members 
Mstep: Class 5 contains 149893 members 
Mstep: Class 6 contains 150034 members 
Mstep: Class 7 contains 158727 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8318 members 
Mstep: Class 10 contains 13659 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26945 members 
Mstep: Class 13 contains 68377 members 
Mstep: Class 14 contains 165609 members 
Mstep: Class 15 contains 47405 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93867 members 
Mstep: Class 18 contains 151029 members 
Mstep: Class 19 contains 154977 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465632.000000 Penalty: 84149.148438
Iteration 301Q: 25 clusters Score -1.804656e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1436 members 
Mstep: Class 4 contains 167155 members 
Mstep: Class 5 contains 149848 members 
Mstep: Class 6 contains 150028 members 
Mstep: Class 7 contains 158693 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8318 members 
Mstep: Class 10 contains 13660 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26949 members 
Mstep: Class 13 contains 68381 members 
Mstep: Class 14 contains 165639 members 
Mstep: Class 15 contains 47399 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93863 members 
Mstep: Class 18 contains 151016 members 
Mstep: Class 19 contains 155053 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465680.000000 Penalty: 84149.148438
Iteration 302Q: 25 clusters Score -1.804657e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167150 members 
Mstep: Class 5 contains 149824 members 
Mstep: Class 6 contains 150032 members 
Mstep: Class 7 contains 158672 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8318 members 
Mstep: Class 10 contains 13662 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26955 members 
Mstep: Class 13 contains 68387 members 
Mstep: Class 14 contains 165633 members 
Mstep: Class 15 contains 47401 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93850 members 
Mstep: Class 18 contains 151014 members 
Mstep: Class 19 contains 155098 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465616.000000 Penalty: 84149.148438
Iteration 303Q: 25 clusters Score -1.804656e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167159 members 
Mstep: Class 5 contains 149794 members 
Mstep: Class 6 contains 150038 members 
Mstep: Class 7 contains 158634 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8318 members 
Mstep: Class 10 contains 13662 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26958 members 
Mstep: Class 13 contains 68399 members 
Mstep: Class 14 contains 165651 members 
Mstep: Class 15 contains 47400 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93839 members 
Mstep: Class 18 contains 151010 members 
Mstep: Class 19 contains 155132 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465408.000000 Penalty: 84149.148438
Iteration 304Q: 25 clusters Score -1.804654e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167155 members 
Mstep: Class 5 contains 149766 members 
Mstep: Class 6 contains 150038 members 
Mstep: Class 7 contains 158610 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8318 members 
Mstep: Class 10 contains 13659 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26962 members 
Mstep: Class 13 contains 68408 members 
Mstep: Class 14 contains 165664 members 
Mstep: Class 15 contains 47397 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93830 members 
Mstep: Class 18 contains 151009 members 
Mstep: Class 19 contains 155176 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465344.000000 Penalty: 84149.148438
Iteration 305Q: 25 clusters Score -1.804653e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167138 members 
Mstep: Class 5 contains 149728 members 
Mstep: Class 6 contains 150043 members 
Mstep: Class 7 contains 158574 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8318 members 
Mstep: Class 10 contains 13660 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26967 members 
Mstep: Class 13 contains 68413 members 
Mstep: Class 14 contains 165668 members 
Mstep: Class 15 contains 47395 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93830 members 
Mstep: Class 18 contains 151015 members 
Mstep: Class 19 contains 155241 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465376.000000 Penalty: 84149.148438
Iteration 306Q: 25 clusters Score -1.804654e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167131 members 
Mstep: Class 5 contains 149698 members 
Mstep: Class 6 contains 150035 members 
Mstep: Class 7 contains 158545 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8318 members 
Mstep: Class 10 contains 13658 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26976 members 
Mstep: Class 13 contains 68417 members 
Mstep: Class 14 contains 165680 members 
Mstep: Class 15 contains 47395 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93831 members 
Mstep: Class 18 contains 151007 members 
Mstep: Class 19 contains 155297 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465296.000000 Penalty: 84149.148438
Iteration 307Q: 25 clusters Score -1.804653e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167127 members 
Mstep: Class 5 contains 149667 members 
Mstep: Class 6 contains 150037 members 
Mstep: Class 7 contains 158515 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8318 members 
Mstep: Class 10 contains 13657 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26980 members 
Mstep: Class 13 contains 68422 members 
Mstep: Class 14 contains 165707 members 
Mstep: Class 15 contains 47392 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93827 members 
Mstep: Class 18 contains 150996 members 
Mstep: Class 19 contains 155342 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465248.000000 Penalty: 84149.148438
Iteration 308Q: 25 clusters Score -1.804652e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167136 members 
Mstep: Class 5 contains 149642 members 
Mstep: Class 6 contains 150032 members 
Mstep: Class 7 contains 158476 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8318 members 
Mstep: Class 10 contains 13653 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26976 members 
Mstep: Class 13 contains 68433 members 
Mstep: Class 14 contains 165727 members 
Mstep: Class 15 contains 47390 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93820 members 
Mstep: Class 18 contains 150995 members 
Mstep: Class 19 contains 155385 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465296.000000 Penalty: 84149.148438
Iteration 309Q: 25 clusters Score -1.804653e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167137 members 
Mstep: Class 5 contains 149615 members 
Mstep: Class 6 contains 150025 members 
Mstep: Class 7 contains 158429 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8318 members 
Mstep: Class 10 contains 13648 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26972 members 
Mstep: Class 13 contains 68445 members 
Mstep: Class 14 contains 165749 members 
Mstep: Class 15 contains 47392 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93817 members 
Mstep: Class 18 contains 150998 members 
Mstep: Class 19 contains 155427 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465536.000000 Penalty: 84149.148438
Iteration 310Q: 25 clusters Score -1.804655e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167141 members 
Mstep: Class 5 contains 149584 members 
Mstep: Class 6 contains 150033 members 
Mstep: Class 7 contains 158385 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8319 members 
Mstep: Class 10 contains 13643 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26967 members 
Mstep: Class 13 contains 68451 members 
Mstep: Class 14 contains 165773 members 
Mstep: Class 15 contains 47394 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93814 members 
Mstep: Class 18 contains 150995 members 
Mstep: Class 19 contains 155462 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465328.000000 Penalty: 84149.148438
Iteration 311Q: 25 clusters Score -1.804653e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167130 members 
Mstep: Class 5 contains 149567 members 
Mstep: Class 6 contains 150046 members 
Mstep: Class 7 contains 158357 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8320 members 
Mstep: Class 10 contains 13638 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26966 members 
Mstep: Class 13 contains 68462 members 
Mstep: Class 14 contains 165785 members 
Mstep: Class 15 contains 47400 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93808 members 
Mstep: Class 18 contains 150981 members 
Mstep: Class 19 contains 155488 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465440.000000 Penalty: 84149.148438
Iteration 312Q: 25 clusters Score -1.804654e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167122 members 
Mstep: Class 5 contains 149567 members 
Mstep: Class 6 contains 150034 members 
Mstep: Class 7 contains 158330 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8320 members 
Mstep: Class 10 contains 13633 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26967 members 
Mstep: Class 13 contains 68470 members 
Mstep: Class 14 contains 165811 members 
Mstep: Class 15 contains 47402 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93801 members 
Mstep: Class 18 contains 150974 members 
Mstep: Class 19 contains 155506 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465024.000000 Penalty: 84149.148438
Iteration 313Q: 25 clusters Score -1.80465e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167123 members 
Mstep: Class 5 contains 149555 members 
Mstep: Class 6 contains 150019 members 
Mstep: Class 7 contains 158298 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8320 members 
Mstep: Class 10 contains 13628 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26966 members 
Mstep: Class 13 contains 68476 members 
Mstep: Class 14 contains 165860 members 
Mstep: Class 15 contains 47405 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93793 members 
Mstep: Class 18 contains 150964 members 
Mstep: Class 19 contains 155519 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465088.000000 Penalty: 84149.148438
Iteration 314Q: 25 clusters Score -1.804651e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167115 members 
Mstep: Class 5 contains 149537 members 
Mstep: Class 6 contains 149998 members 
Mstep: Class 7 contains 158270 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 8320 members 
Mstep: Class 10 contains 13628 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26960 members 
Mstep: Class 13 contains 68492 members 
Mstep: Class 14 contains 165910 members 
Mstep: Class 15 contains 47411 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93789 members 
Mstep: Class 18 contains 150958 members 
Mstep: Class 19 contains 155529 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465232.000000 Penalty: 84149.148438
Iteration 315Q: 25 clusters Score -1.804652e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167102 members 
Mstep: Class 5 contains 149523 members 
Mstep: Class 6 contains 149981 members 
Mstep: Class 7 contains 158254 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8320 members 
Mstep: Class 10 contains 13625 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26960 members 
Mstep: Class 13 contains 68497 members 
Mstep: Class 14 contains 165968 members 
Mstep: Class 15 contains 47410 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93786 members 
Mstep: Class 18 contains 150952 members 
Mstep: Class 19 contains 155531 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464912.000000 Penalty: 84149.148438
Iteration 316Q: 25 clusters Score -1.804649e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167088 members 
Mstep: Class 5 contains 149523 members 
Mstep: Class 6 contains 149973 members 
Mstep: Class 7 contains 158223 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8319 members 
Mstep: Class 10 contains 13622 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26958 members 
Mstep: Class 13 contains 68502 members 
Mstep: Class 14 contains 165993 members 
Mstep: Class 15 contains 47408 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93792 members 
Mstep: Class 18 contains 150947 members 
Mstep: Class 19 contains 155546 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464896.000000 Penalty: 84149.148438
Iteration 317Q: 25 clusters Score -1.804649e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167081 members 
Mstep: Class 5 contains 149525 members 
Mstep: Class 6 contains 149970 members 
Mstep: Class 7 contains 158198 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8319 members 
Mstep: Class 10 contains 13619 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26959 members 
Mstep: Class 13 contains 68509 members 
Mstep: Class 14 contains 166013 members 
Mstep: Class 15 contains 47408 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93793 members 
Mstep: Class 18 contains 150942 members 
Mstep: Class 19 contains 155542 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464848.000000 Penalty: 84149.148438
Iteration 318Q: 25 clusters Score -1.804648e+08 nChanged 304
Entering ConstructFrom: 
Score: -180464848.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -88684.000000 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -88684 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 377 members 
Entering Unmasked Estep 
Score: -87020.539062 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -87020.54 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -87359.585938 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -87359.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -87491.703125 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -87491.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -87612.468750 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -87612.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -87678.421875 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -87678.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -87710.007812 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -87710.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -87737.312500 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -87737.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -87761.421875 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -87761.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -87782.875000 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -87782.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -87797.796875 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -87797.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -87823.164062 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -87823.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -87849.289062 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -87849.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -87883.242188 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -87883.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -87938.773438 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -87938.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -88031.460938 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -88031.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -88312.093750 Penalty: 3261.237549
	Iteration 15Q: 3 clusters Score -88312.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -88575.750000 Penalty: 3261.237549
	Iteration 16Q: 3 clusters Score -88575.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -88732.757812 Penalty: 3261.237549
	Iteration 17Q: 3 clusters Score -88732.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -88992.640625 Penalty: 3261.237549
	Iteration 18Q: 3 clusters Score -88992.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -89021.906250 Penalty: 3261.237549
	Iteration 19Q: 3 clusters Score -89021.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -89024.796875 Penalty: 3261.237549
	Iteration 20F: 3 clusters Score -89024.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167093 members 
Mstep: Class 5 contains 149537 members 
Mstep: Class 6 contains 149963 members 
Mstep: Class 7 contains 158169 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8319 members 
Mstep: Class 10 contains 13613 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26957 members 
Mstep: Class 13 contains 68507 members 
Mstep: Class 14 contains 166021 members 
Mstep: Class 15 contains 47410 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93789 members 
Mstep: Class 18 contains 150937 members 
Mstep: Class 19 contains 155542 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6339 members 
Mstep: Class 25 contains 447 members 
Entering Unmasked Estep 
Score: -180463424.000000 Penalty: 87655.367188
Splitting cluster 1 changes total score from -180464848.000000 to -180463424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -145748.687500 Penalty: 1760.192139
	Iteration 0F: 2 clusters Score -145748.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -143702.640625 Penalty: 3520.384277
	Iteration 0F: 3 clusters Score -143702.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -144411.375000 Penalty: 3520.384277
	Iteration 1F: 3 clusters Score -144411.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -145140.375000 Penalty: 3520.384277
	Iteration 2F: 3 clusters Score -145140.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -145716.921875 Penalty: 3520.384277
	Iteration 3F: 3 clusters Score -145716.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -146388.250000 Penalty: 3520.384277
	Iteration 4F: 3 clusters Score -146388.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -146592.437500 Penalty: 3520.384277
	Iteration 5F: 3 clusters Score -146592.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -146670.125000 Penalty: 3520.384277
	Iteration 6Q: 3 clusters Score -146670.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -146713.046875 Penalty: 3520.384277
	Iteration 7Q: 3 clusters Score -146713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -146773.687500 Penalty: 3520.384277
	Iteration 8Q: 3 clusters Score -146773.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -146843.484375 Penalty: 3520.384277
	Iteration 9Q: 3 clusters Score -146843.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -146891.515625 Penalty: 3520.384277
	Iteration 10Q: 3 clusters Score -146891.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -146933.062500 Penalty: 3520.384277
	Iteration 11Q: 3 clusters Score -146933.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -146980.859375 Penalty: 3520.384277
	Iteration 12Q: 3 clusters Score -146980.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -147043.671875 Penalty: 3520.384277
	Iteration 13Q: 3 clusters Score -147043.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -147161.406250 Penalty: 3520.384277
	Iteration 14Q: 3 clusters Score -147161.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -147283.437500 Penalty: 3520.384277
	Iteration 15Q: 3 clusters Score -147283.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -147344.812500 Penalty: 3520.384277
	Iteration 16Q: 3 clusters Score -147344.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -147367.125000 Penalty: 3520.384277
	Iteration 17Q: 3 clusters Score -147367.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -147397.437500 Penalty: 3520.384277
	Iteration 18Q: 3 clusters Score -147397.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -147402.781250 Penalty: 3520.384277
	Iteration 19Q: 3 clusters Score -147402.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -147402.781250 Penalty: 3520.384277
	Iteration 20F: 3 clusters Score -147402.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 734 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167093 members 
Mstep: Class 5 contains 149537 members 
Mstep: Class 6 contains 149963 members 
Mstep: Class 7 contains 158169 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8319 members 
Mstep: Class 10 contains 13613 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26957 members 
Mstep: Class 13 contains 68507 members 
Mstep: Class 14 contains 166021 members 
Mstep: Class 15 contains 47410 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93789 members 
Mstep: Class 18 contains 150937 members 
Mstep: Class 19 contains 155542 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6339 members 
Mstep: Class 25 contains 475 members 
Entering Unmasked Estep 
Score: -180464320.000000 Penalty: 87655.367188
Splitting cluster 2 changes total score from -180464848.000000 to -180464320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -173400.187500 Penalty: 1803.037598
	Iteration 0F: 2 clusters Score -173400.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -171220.921875 Penalty: 3606.075195
	Iteration 0F: 3 clusters Score -171220.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -171766.046875 Penalty: 3606.075195
	Iteration 1F: 3 clusters Score -171766 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -172062.984375 Penalty: 3606.075195
	Iteration 2F: 3 clusters Score -172063 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -172223.390625 Penalty: 3606.075195
	Iteration 3F: 3 clusters Score -172223.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -172422.796875 Penalty: 3606.075195
	Iteration 4Q: 3 clusters Score -172422.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -172633.328125 Penalty: 3606.075195
	Iteration 5F: 3 clusters Score -172633.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -172789.203125 Penalty: 3606.075195
	Iteration 6F: 3 clusters Score -172789.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -172882.640625 Penalty: 3606.075195
	Iteration 7Q: 3 clusters Score -172882.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -172940.234375 Penalty: 3606.075195
	Iteration 8Q: 3 clusters Score -172940.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -172966.265625 Penalty: 3606.075195
	Iteration 9Q: 3 clusters Score -172966.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -172997.968750 Penalty: 3606.075195
	Iteration 10Q: 3 clusters Score -172998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -173033.828125 Penalty: 3606.075195
	Iteration 11Q: 3 clusters Score -173033.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -173050.343750 Penalty: 3606.075195
	Iteration 12Q: 3 clusters Score -173050.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -173061.906250 Penalty: 3606.075195
	Iteration 13Q: 3 clusters Score -173061.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -173070.484375 Penalty: 3606.075195
	Iteration 14Q: 3 clusters Score -173070.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -173081.734375 Penalty: 3606.075195
	Iteration 15Q: 3 clusters Score -173081.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -173094.578125 Penalty: 3606.075195
	Iteration 16Q: 3 clusters Score -173094.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -173103.921875 Penalty: 3606.075195
	Iteration 17Q: 3 clusters Score -173103.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -173110.750000 Penalty: 3606.075195
	Iteration 18Q: 3 clusters Score -173110.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -173112.312500 Penalty: 3606.075195
	Iteration 19Q: 3 clusters Score -173112.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -173115.375000 Penalty: 3606.075195
	Iteration 20F: 3 clusters Score -173115.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -173117.218750 Penalty: 3606.075195
	Iteration 21Q: 3 clusters Score -173117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -173120.875000 Penalty: 3606.075195
	Iteration 22Q: 3 clusters Score -173120.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -173122.234375 Penalty: 3606.075195
	Iteration 23Q: 3 clusters Score -173122.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -173122.937500 Penalty: 3606.075195
	Iteration 24Q: 3 clusters Score -173122.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -173122.937500 Penalty: 3606.075195
	Iteration 25F: 3 clusters Score -173122.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (167093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167093 members 
Entering Unmasked Estep 
Score: -22282242.000000 Penalty: 2982.523926
	Iteration 0F: 2 clusters Score -2.228224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83382 members 
Mstep: Class 2 contains 83711 members 
Entering Unmasked Estep 
Score: -22171430.000000 Penalty: 5965.047852
	Iteration 0F: 3 clusters Score -2.217143e+07 nChanged 80225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80023 members 
Mstep: Class 2 contains 87070 members 
Entering Unmasked Estep 
Score: -22218190.000000 Penalty: 5965.047852
	Iteration 1F: 3 clusters Score -2.221819e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77726 members 
Mstep: Class 2 contains 89367 members 
Entering Unmasked Estep 
Score: -22219064.000000 Penalty: 5965.047852
	Iteration 2Q: 3 clusters Score -2.221906e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73954 members 
Mstep: Class 2 contains 93139 members 
Entering Unmasked Estep 
Score: -22220372.000000 Penalty: 5965.047852
	Iteration 3Q: 3 clusters Score -2.222037e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68006 members 
Mstep: Class 2 contains 99087 members 
Entering Unmasked Estep 
Score: -22223170.000000 Penalty: 5965.047852
	Iteration 4Q: 3 clusters Score -2.222317e+07 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 108430 members 
Entering Unmasked Estep 
Score: -22229136.000000 Penalty: 5965.047852
	Iteration 5F: 3 clusters Score -2.222914e+07 nChanged 13282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 121232 members 
Entering Unmasked Estep 
Score: -22239004.000000 Penalty: 5965.047852
	Iteration 6F: 3 clusters Score -2.2239e+07 nChanged 14951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 135705 members 
Entering Unmasked Estep 
Score: -22252370.000000 Penalty: 5965.047852
	Iteration 7F: 3 clusters Score -2.225237e+07 nChanged 13199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 148558 members 
Entering Unmasked Estep 
Score: -22264974.000000 Penalty: 5965.047852
	Iteration 8F: 3 clusters Score -2.226497e+07 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 157206 members 
Entering Unmasked Estep 
Score: -22272898.000000 Penalty: 5965.047852
	Iteration 9F: 3 clusters Score -2.22729e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 162146 members 
Entering Unmasked Estep 
Score: -22276826.000000 Penalty: 5965.047852
	Iteration 10Q: 3 clusters Score -2.227683e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 164556 members 
Entering Unmasked Estep 
Score: -22278484.000000 Penalty: 5965.047852
	Iteration 11Q: 3 clusters Score -2.227848e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 165652 members 
Entering Unmasked Estep 
Score: -22279138.000000 Penalty: 5965.047852
	Iteration 12Q: 3 clusters Score -2.227914e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 166146 members 
Entering Unmasked Estep 
Score: -22279430.000000 Penalty: 5965.047852
	Iteration 13Q: 3 clusters Score -2.227943e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 166353 members 
Entering Unmasked Estep 
Score: -22279522.000000 Penalty: 5965.047852
	Iteration 14Q: 3 clusters Score -2.227952e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 166458 members 
Entering Unmasked Estep 
Score: -22279602.000000 Penalty: 5965.047852
	Iteration 15Q: 3 clusters Score -2.22796e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 166505 members 
Entering Unmasked Estep 
Score: -22279652.000000 Penalty: 5965.047852
	Iteration 16Q: 3 clusters Score -2.227965e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 166555 members 
Entering Unmasked Estep 
Score: -22279712.000000 Penalty: 5965.047852
	Iteration 17Q: 3 clusters Score -2.227971e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 166585 members 
Entering Unmasked Estep 
Score: -22279726.000000 Penalty: 5965.047852
	Iteration 18Q: 3 clusters Score -2.227973e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 166603 members 
Entering Unmasked Estep 
Score: -22279738.000000 Penalty: 5965.047852
	Iteration 19Q: 3 clusters Score -2.227974e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 166616 members 
Entering Unmasked Estep 
Score: -22279750.000000 Penalty: 5965.047852
	Iteration 20F: 3 clusters Score -2.227975e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 166626 members 
Entering Unmasked Estep 
Score: -22279770.000000 Penalty: 5965.047852
	Iteration 21Q: 3 clusters Score -2.227977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 166629 members 
Entering Unmasked Estep 
Score: -22279766.000000 Penalty: 5965.047852
	Iteration 22Q: 3 clusters Score -2.227977e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 166634 members 
Entering Unmasked Estep 
Score: -22279780.000000 Penalty: 5965.047852
	Iteration 23Q: 3 clusters Score -2.227978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 166641 members 
Entering Unmasked Estep 
Score: -22279774.000000 Penalty: 5965.047852
	Iteration 24Q: 3 clusters Score -2.227977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 166644 members 
Entering Unmasked Estep 
Score: -22279782.000000 Penalty: 5965.047852
	Iteration 25Q: 3 clusters Score -2.227978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 166649 members 
Entering Unmasked Estep 
Score: -22279768.000000 Penalty: 5965.047852
	Iteration 26Q: 3 clusters Score -2.227977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 166654 members 
Entering Unmasked Estep 
Score: -22279782.000000 Penalty: 5965.047852
	Iteration 27Q: 3 clusters Score -2.227978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 166655 members 
Entering Unmasked Estep 
Score: -22279780.000000 Penalty: 5965.047852
	Iteration 28Q: 3 clusters Score -2.227978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 166658 members 
Entering Unmasked Estep 
Score: -22279786.000000 Penalty: 5965.047852
	Iteration 29Q: 3 clusters Score -2.227979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 166658 members 
Entering Unmasked Estep 
Score: -22279786.000000 Penalty: 5965.047852
	Iteration 30F: 3 clusters Score -2.227979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (149537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149537 members 
Entering Unmasked Estep 
Score: -19879740.000000 Penalty: 2954.994141
	Iteration 0F: 2 clusters Score -1.987974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74707 members 
Mstep: Class 2 contains 74830 members 
Entering Unmasked Estep 
Score: -19779760.000000 Penalty: 5909.988281
	Iteration 0F: 3 clusters Score -1.977976e+07 nChanged 71498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73779 members 
Mstep: Class 2 contains 75758 members 
Entering Unmasked Estep 
Score: -19821644.000000 Penalty: 5909.988281
	Iteration 1F: 3 clusters Score -1.982164e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73380 members 
Mstep: Class 2 contains 76157 members 
Entering Unmasked Estep 
Score: -19822412.000000 Penalty: 5909.988281
	Iteration 2Q: 3 clusters Score -1.982241e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72804 members 
Mstep: Class 2 contains 76733 members 
Entering Unmasked Estep 
Score: -19823348.000000 Penalty: 5909.988281
	Iteration 3Q: 3 clusters Score -1.982335e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72046 members 
Mstep: Class 2 contains 77491 members 
Entering Unmasked Estep 
Score: -19824632.000000 Penalty: 5909.988281
	Iteration 4Q: 3 clusters Score -1.982463e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71035 members 
Mstep: Class 2 contains 78502 members 
Entering Unmasked Estep 
Score: -19826020.000000 Penalty: 5909.988281
	Iteration 5Q: 3 clusters Score -1.982602e+07 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69600 members 
Mstep: Class 2 contains 79937 members 
Entering Unmasked Estep 
Score: -19828080.000000 Penalty: 5909.988281
	Iteration 6Q: 3 clusters Score -1.982808e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67483 members 
Mstep: Class 2 contains 82054 members 
Entering Unmasked Estep 
Score: -19831012.000000 Penalty: 5909.988281
	Iteration 7Q: 3 clusters Score -1.983101e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64660 members 
Mstep: Class 2 contains 84877 members 
Entering Unmasked Estep 
Score: -19835698.000000 Penalty: 5909.988281
	Iteration 8F: 3 clusters Score -1.98357e+07 nChanged 8936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 88141 members 
Entering Unmasked Estep 
Score: -19842156.000000 Penalty: 5909.988281
	Iteration 9F: 3 clusters Score -1.984216e+07 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 91503 members 
Entering Unmasked Estep 
Score: -19849434.000000 Penalty: 5909.988281
	Iteration 10F: 3 clusters Score -1.984943e+07 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55410 members 
Mstep: Class 2 contains 94127 members 
Entering Unmasked Estep 
Score: -19855190.000000 Penalty: 5909.988281
	Iteration 11F: 3 clusters Score -1.985519e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 95968 members 
Entering Unmasked Estep 
Score: -19858490.000000 Penalty: 5909.988281
	Iteration 12Q: 3 clusters Score -1.985849e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 97605 members 
Entering Unmasked Estep 
Score: -19860828.000000 Penalty: 5909.988281
	Iteration 13Q: 3 clusters Score -1.986083e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 99127 members 
Entering Unmasked Estep 
Score: -19863258.000000 Penalty: 5909.988281
	Iteration 14Q: 3 clusters Score -1.986326e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 100552 members 
Entering Unmasked Estep 
Score: -19865708.000000 Penalty: 5909.988281
	Iteration 15Q: 3 clusters Score -1.986571e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 101890 members 
Entering Unmasked Estep 
Score: -19867938.000000 Penalty: 5909.988281
	Iteration 16Q: 3 clusters Score -1.986794e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 103047 members 
Entering Unmasked Estep 
Score: -19869884.000000 Penalty: 5909.988281
	Iteration 17Q: 3 clusters Score -1.986988e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 104046 members 
Entering Unmasked Estep 
Score: -19871360.000000 Penalty: 5909.988281
	Iteration 18Q: 3 clusters Score -1.987136e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 104958 members 
Entering Unmasked Estep 
Score: -19872120.000000 Penalty: 5909.988281
	Iteration 19Q: 3 clusters Score -1.987212e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 105814 members 
Entering Unmasked Estep 
Score: -19872644.000000 Penalty: 5909.988281
	Iteration 20F: 3 clusters Score -1.987264e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 106650 members 
Entering Unmasked Estep 
Score: -19872846.000000 Penalty: 5909.988281
	Iteration 21Q: 3 clusters Score -1.987285e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 107505 members 
Entering Unmasked Estep 
Score: -19873082.000000 Penalty: 5909.988281
	Iteration 22Q: 3 clusters Score -1.987308e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 108354 members 
Entering Unmasked Estep 
Score: -19873216.000000 Penalty: 5909.988281
	Iteration 23Q: 3 clusters Score -1.987322e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 109133 members 
Entering Unmasked Estep 
Score: -19873442.000000 Penalty: 5909.988281
	Iteration 24Q: 3 clusters Score -1.987344e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 109879 members 
Entering Unmasked Estep 
Score: -19873478.000000 Penalty: 5909.988281
	Iteration 25Q: 3 clusters Score -1.987348e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 110593 members 
Entering Unmasked Estep 
Score: -19873538.000000 Penalty: 5909.988281
	Iteration 26Q: 3 clusters Score -1.987354e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 111277 members 
Entering Unmasked Estep 
Score: -19873664.000000 Penalty: 5909.988281
	Iteration 27Q: 3 clusters Score -1.987366e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 111942 members 
Entering Unmasked Estep 
Score: -19873764.000000 Penalty: 5909.988281
	Iteration 28Q: 3 clusters Score -1.987376e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 112682 members 
Entering Unmasked Estep 
Score: -19873876.000000 Penalty: 5909.988281
	Iteration 29Q: 3 clusters Score -1.987388e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 113447 members 
Entering Unmasked Estep 
Score: -19873980.000000 Penalty: 5909.988281
	Iteration 30Q: 3 clusters Score -1.987398e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 114195 members 
Entering Unmasked Estep 
Score: -19874120.000000 Penalty: 5909.988281
	Iteration 31Q: 3 clusters Score -1.987412e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 114942 members 
Entering Unmasked Estep 
Score: -19874188.000000 Penalty: 5909.988281
	Iteration 32Q: 3 clusters Score -1.987419e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 115664 members 
Entering Unmasked Estep 
Score: -19874362.000000 Penalty: 5909.988281
	Iteration 33Q: 3 clusters Score -1.987436e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 116343 members 
Entering Unmasked Estep 
Score: -19874366.000000 Penalty: 5909.988281
	Iteration 34Q: 3 clusters Score -1.987437e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 116974 members 
Entering Unmasked Estep 
Score: -19874500.000000 Penalty: 5909.988281
	Iteration 35Q: 3 clusters Score -1.98745e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 117564 members 
Entering Unmasked Estep 
Score: -19874514.000000 Penalty: 5909.988281
	Iteration 36Q: 3 clusters Score -1.987451e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 118134 members 
Entering Unmasked Estep 
Score: -19874554.000000 Penalty: 5909.988281
	Iteration 37Q: 3 clusters Score -1.987455e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 118674 members 
Entering Unmasked Estep 
Score: -19874628.000000 Penalty: 5909.988281
	Iteration 38Q: 3 clusters Score -1.987463e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 119212 members 
Entering Unmasked Estep 
Score: -19874728.000000 Penalty: 5909.988281
	Iteration 39Q: 3 clusters Score -1.987473e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 119736 members 
Entering Unmasked Estep 
Score: -19874814.000000 Penalty: 5909.988281
	Iteration 40F: 3 clusters Score -1.987481e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 120259 members 
Entering Unmasked Estep 
Score: -19874842.000000 Penalty: 5909.988281
	Iteration 41Q: 3 clusters Score -1.987484e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 120777 members 
Entering Unmasked Estep 
Score: -19874934.000000 Penalty: 5909.988281
	Iteration 42Q: 3 clusters Score -1.987493e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 121287 members 
Entering Unmasked Estep 
Score: -19875012.000000 Penalty: 5909.988281
	Iteration 43Q: 3 clusters Score -1.987501e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 121752 members 
Entering Unmasked Estep 
Score: -19875020.000000 Penalty: 5909.988281
	Iteration 44Q: 3 clusters Score -1.987502e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 122197 members 
Entering Unmasked Estep 
Score: -19874980.000000 Penalty: 5909.988281
	Iteration 45Q: 3 clusters Score -1.987498e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 122661 members 
Entering Unmasked Estep 
Score: -19875008.000000 Penalty: 5909.988281
	Iteration 46Q: 3 clusters Score -1.987501e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 123096 members 
Entering Unmasked Estep 
Score: -19875058.000000 Penalty: 5909.988281
	Iteration 47Q: 3 clusters Score -1.987506e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 123555 members 
Entering Unmasked Estep 
Score: -19875122.000000 Penalty: 5909.988281
	Iteration 48Q: 3 clusters Score -1.987512e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 124008 members 
Entering Unmasked Estep 
Score: -19875138.000000 Penalty: 5909.988281
	Iteration 49Q: 3 clusters Score -1.987514e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 124448 members 
Entering Unmasked Estep 
Score: -19875194.000000 Penalty: 5909.988281
	Iteration 50Q: 3 clusters Score -1.987519e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 124836 members 
Entering Unmasked Estep 
Score: -19875210.000000 Penalty: 5909.988281
	Iteration 51Q: 3 clusters Score -1.987521e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 125205 members 
Entering Unmasked Estep 
Score: -19875228.000000 Penalty: 5909.988281
	Iteration 52Q: 3 clusters Score -1.987523e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 125546 members 
Entering Unmasked Estep 
Score: -19875222.000000 Penalty: 5909.988281
	Iteration 53Q: 3 clusters Score -1.987522e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 125876 members 
Entering Unmasked Estep 
Score: -19875262.000000 Penalty: 5909.988281
	Iteration 54Q: 3 clusters Score -1.987526e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 126216 members 
Entering Unmasked Estep 
Score: -19875310.000000 Penalty: 5909.988281
	Iteration 55Q: 3 clusters Score -1.987531e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 126581 members 
Entering Unmasked Estep 
Score: -19875382.000000 Penalty: 5909.988281
	Iteration 56Q: 3 clusters Score -1.987538e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 126922 members 
Entering Unmasked Estep 
Score: -19875380.000000 Penalty: 5909.988281
	Iteration 57Q: 3 clusters Score -1.987538e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 127289 members 
Entering Unmasked Estep 
Score: -19875448.000000 Penalty: 5909.988281
	Iteration 58Q: 3 clusters Score -1.987545e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 127667 members 
Entering Unmasked Estep 
Score: -19875444.000000 Penalty: 5909.988281
	Iteration 59Q: 3 clusters Score -1.987544e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 128027 members 
Entering Unmasked Estep 
Score: -19875432.000000 Penalty: 5909.988281
	Iteration 60F: 3 clusters Score -1.987543e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 128339 members 
Entering Unmasked Estep 
Score: -19875498.000000 Penalty: 5909.988281
	Iteration 61Q: 3 clusters Score -1.98755e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 128631 members 
Entering Unmasked Estep 
Score: -19875486.000000 Penalty: 5909.988281
	Iteration 62Q: 3 clusters Score -1.987549e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 128918 members 
Entering Unmasked Estep 
Score: -19875518.000000 Penalty: 5909.988281
	Iteration 63Q: 3 clusters Score -1.987552e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 129187 members 
Entering Unmasked Estep 
Score: -19875520.000000 Penalty: 5909.988281
	Iteration 64Q: 3 clusters Score -1.987552e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 129447 members 
Entering Unmasked Estep 
Score: -19875566.000000 Penalty: 5909.988281
	Iteration 65Q: 3 clusters Score -1.987557e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 129716 members 
Entering Unmasked Estep 
Score: -19875564.000000 Penalty: 5909.988281
	Iteration 66Q: 3 clusters Score -1.987556e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 129980 members 
Entering Unmasked Estep 
Score: -19875598.000000 Penalty: 5909.988281
	Iteration 67Q: 3 clusters Score -1.98756e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 130244 members 
Entering Unmasked Estep 
Score: -19875628.000000 Penalty: 5909.988281
	Iteration 68Q: 3 clusters Score -1.987563e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 130493 members 
Entering Unmasked Estep 
Score: -19875620.000000 Penalty: 5909.988281
	Iteration 69Q: 3 clusters Score -1.987562e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 130752 members 
Entering Unmasked Estep 
Score: -19875594.000000 Penalty: 5909.988281
	Iteration 70Q: 3 clusters Score -1.987559e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 130999 members 
Entering Unmasked Estep 
Score: -19875624.000000 Penalty: 5909.988281
	Iteration 71Q: 3 clusters Score -1.987562e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 131241 members 
Entering Unmasked Estep 
Score: -19875610.000000 Penalty: 5909.988281
	Iteration 72Q: 3 clusters Score -1.987561e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 131484 members 
Entering Unmasked Estep 
Score: -19875608.000000 Penalty: 5909.988281
	Iteration 73Q: 3 clusters Score -1.987561e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 131719 members 
Entering Unmasked Estep 
Score: -19875618.000000 Penalty: 5909.988281
	Iteration 74Q: 3 clusters Score -1.987562e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 131938 members 
Entering Unmasked Estep 
Score: -19875620.000000 Penalty: 5909.988281
	Iteration 75Q: 3 clusters Score -1.987562e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 132149 members 
Entering Unmasked Estep 
Score: -19875626.000000 Penalty: 5909.988281
	Iteration 76Q: 3 clusters Score -1.987563e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 132341 members 
Entering Unmasked Estep 
Score: -19875652.000000 Penalty: 5909.988281
	Iteration 77Q: 3 clusters Score -1.987565e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 132520 members 
Entering Unmasked Estep 
Score: -19875628.000000 Penalty: 5909.988281
	Iteration 78Q: 3 clusters Score -1.987563e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 132682 members 
Entering Unmasked Estep 
Score: -19875686.000000 Penalty: 5909.988281
	Iteration 79Q: 3 clusters Score -1.987569e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 132850 members 
Entering Unmasked Estep 
Score: -19875666.000000 Penalty: 5909.988281
	Iteration 80F: 3 clusters Score -1.987567e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 133003 members 
Entering Unmasked Estep 
Score: -19875700.000000 Penalty: 5909.988281
	Iteration 81Q: 3 clusters Score -1.98757e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 133139 members 
Entering Unmasked Estep 
Score: -19875722.000000 Penalty: 5909.988281
	Iteration 82Q: 3 clusters Score -1.987572e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 133289 members 
Entering Unmasked Estep 
Score: -19875786.000000 Penalty: 5909.988281
	Iteration 83Q: 3 clusters Score -1.987579e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 133433 members 
Entering Unmasked Estep 
Score: -19875772.000000 Penalty: 5909.988281
	Iteration 84Q: 3 clusters Score -1.987577e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 133574 members 
Entering Unmasked Estep 
Score: -19875748.000000 Penalty: 5909.988281
	Iteration 85Q: 3 clusters Score -1.987575e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 133709 members 
Entering Unmasked Estep 
Score: -19875794.000000 Penalty: 5909.988281
	Iteration 86Q: 3 clusters Score -1.987579e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 133860 members 
Entering Unmasked Estep 
Score: -19875830.000000 Penalty: 5909.988281
	Iteration 87Q: 3 clusters Score -1.987583e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 134010 members 
Entering Unmasked Estep 
Score: -19875794.000000 Penalty: 5909.988281
	Iteration 88Q: 3 clusters Score -1.987579e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 134139 members 
Entering Unmasked Estep 
Score: -19875792.000000 Penalty: 5909.988281
	Iteration 89Q: 3 clusters Score -1.987579e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 134296 members 
Entering Unmasked Estep 
Score: -19875850.000000 Penalty: 5909.988281
	Iteration 90Q: 3 clusters Score -1.987585e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 134460 members 
Entering Unmasked Estep 
Score: -19875812.000000 Penalty: 5909.988281
	Iteration 91Q: 3 clusters Score -1.987581e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 134625 members 
Entering Unmasked Estep 
Score: -19875838.000000 Penalty: 5909.988281
	Iteration 92Q: 3 clusters Score -1.987584e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 134800 members 
Entering Unmasked Estep 
Score: -19875876.000000 Penalty: 5909.988281
	Iteration 93Q: 3 clusters Score -1.987588e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 134986 members 
Entering Unmasked Estep 
Score: -19875852.000000 Penalty: 5909.988281
	Iteration 94Q: 3 clusters Score -1.987585e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 135162 members 
Entering Unmasked Estep 
Score: -19875836.000000 Penalty: 5909.988281
	Iteration 95Q: 3 clusters Score -1.987584e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 135328 members 
Entering Unmasked Estep 
Score: -19875820.000000 Penalty: 5909.988281
	Iteration 96Q: 3 clusters Score -1.987582e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 135494 members 
Entering Unmasked Estep 
Score: -19875808.000000 Penalty: 5909.988281
	Iteration 97Q: 3 clusters Score -1.987581e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 135645 members 
Entering Unmasked Estep 
Score: -19875776.000000 Penalty: 5909.988281
	Iteration 98Q: 3 clusters Score -1.987578e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 135784 members 
Entering Unmasked Estep 
Score: -19875806.000000 Penalty: 5909.988281
	Iteration 99Q: 3 clusters Score -1.987581e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 135913 members 
Entering Unmasked Estep 
Score: -19875810.000000 Penalty: 5909.988281
	Iteration 100F: 3 clusters Score -1.987581e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 136044 members 
Entering Unmasked Estep 
Score: -19875872.000000 Penalty: 5909.988281
	Iteration 101Q: 3 clusters Score -1.987587e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 136174 members 
Entering Unmasked Estep 
Score: -19875920.000000 Penalty: 5909.988281
	Iteration 102Q: 3 clusters Score -1.987592e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 136295 members 
Entering Unmasked Estep 
Score: -19875918.000000 Penalty: 5909.988281
	Iteration 103Q: 3 clusters Score -1.987592e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 136427 members 
Entering Unmasked Estep 
Score: -19875970.000000 Penalty: 5909.988281
	Iteration 104Q: 3 clusters Score -1.987597e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 136546 members 
Entering Unmasked Estep 
Score: -19875996.000000 Penalty: 5909.988281
	Iteration 105Q: 3 clusters Score -1.9876e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 136660 members 
Entering Unmasked Estep 
Score: -19875958.000000 Penalty: 5909.988281
	Iteration 106Q: 3 clusters Score -1.987596e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 136761 members 
Entering Unmasked Estep 
Score: -19875980.000000 Penalty: 5909.988281
	Iteration 107Q: 3 clusters Score -1.987598e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 136854 members 
Entering Unmasked Estep 
Score: -19875988.000000 Penalty: 5909.988281
	Iteration 108Q: 3 clusters Score -1.987599e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 136950 members 
Entering Unmasked Estep 
Score: -19875984.000000 Penalty: 5909.988281
	Iteration 109Q: 3 clusters Score -1.987598e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 137060 members 
Entering Unmasked Estep 
Score: -19876012.000000 Penalty: 5909.988281
	Iteration 110Q: 3 clusters Score -1.987601e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 137165 members 
Entering Unmasked Estep 
Score: -19876042.000000 Penalty: 5909.988281
	Iteration 111Q: 3 clusters Score -1.987604e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 137265 members 
Entering Unmasked Estep 
Score: -19876048.000000 Penalty: 5909.988281
	Iteration 112Q: 3 clusters Score -1.987605e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 137374 members 
Entering Unmasked Estep 
Score: -19876056.000000 Penalty: 5909.988281
	Iteration 113Q: 3 clusters Score -1.987606e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 137497 members 
Entering Unmasked Estep 
Score: -19876046.000000 Penalty: 5909.988281
	Iteration 114Q: 3 clusters Score -1.987605e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 137609 members 
Entering Unmasked Estep 
Score: -19876062.000000 Penalty: 5909.988281
	Iteration 115Q: 3 clusters Score -1.987606e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 137716 members 
Entering Unmasked Estep 
Score: -19876100.000000 Penalty: 5909.988281
	Iteration 116Q: 3 clusters Score -1.98761e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 137834 members 
Entering Unmasked Estep 
Score: -19876114.000000 Penalty: 5909.988281
	Iteration 117Q: 3 clusters Score -1.987611e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 137948 members 
Entering Unmasked Estep 
Score: -19876072.000000 Penalty: 5909.988281
	Iteration 118Q: 3 clusters Score -1.987607e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 138049 members 
Entering Unmasked Estep 
Score: -19876076.000000 Penalty: 5909.988281
	Iteration 119Q: 3 clusters Score -1.987608e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 138152 members 
Entering Unmasked Estep 
Score: -19876084.000000 Penalty: 5909.988281
	Iteration 120F: 3 clusters Score -1.987608e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 138248 members 
Entering Unmasked Estep 
Score: -19876150.000000 Penalty: 5909.988281
	Iteration 121Q: 3 clusters Score -1.987615e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 138336 members 
Entering Unmasked Estep 
Score: -19876134.000000 Penalty: 5909.988281
	Iteration 122Q: 3 clusters Score -1.987613e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 138423 members 
Entering Unmasked Estep 
Score: -19876126.000000 Penalty: 5909.988281
	Iteration 123Q: 3 clusters Score -1.987613e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 138497 members 
Entering Unmasked Estep 
Score: -19876120.000000 Penalty: 5909.988281
	Iteration 124Q: 3 clusters Score -1.987612e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 138573 members 
Entering Unmasked Estep 
Score: -19876140.000000 Penalty: 5909.988281
	Iteration 125Q: 3 clusters Score -1.987614e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 138645 members 
Entering Unmasked Estep 
Score: -19876136.000000 Penalty: 5909.988281
	Iteration 126Q: 3 clusters Score -1.987614e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 138731 members 
Entering Unmasked Estep 
Score: -19876116.000000 Penalty: 5909.988281
	Iteration 127Q: 3 clusters Score -1.987612e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 138822 members 
Entering Unmasked Estep 
Score: -19876134.000000 Penalty: 5909.988281
	Iteration 128Q: 3 clusters Score -1.987613e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 138919 members 
Entering Unmasked Estep 
Score: -19876138.000000 Penalty: 5909.988281
	Iteration 129Q: 3 clusters Score -1.987614e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 139009 members 
Entering Unmasked Estep 
Score: -19876150.000000 Penalty: 5909.988281
	Iteration 130Q: 3 clusters Score -1.987615e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 139093 members 
Entering Unmasked Estep 
Score: -19876184.000000 Penalty: 5909.988281
	Iteration 131Q: 3 clusters Score -1.987618e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 139182 members 
Entering Unmasked Estep 
Score: -19876190.000000 Penalty: 5909.988281
	Iteration 132Q: 3 clusters Score -1.987619e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 139274 members 
Entering Unmasked Estep 
Score: -19876176.000000 Penalty: 5909.988281
	Iteration 133Q: 3 clusters Score -1.987618e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 139360 members 
Entering Unmasked Estep 
Score: -19876156.000000 Penalty: 5909.988281
	Iteration 134Q: 3 clusters Score -1.987616e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 139431 members 
Entering Unmasked Estep 
Score: -19876174.000000 Penalty: 5909.988281
	Iteration 135Q: 3 clusters Score -1.987617e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 139491 members 
Entering Unmasked Estep 
Score: -19876162.000000 Penalty: 5909.988281
	Iteration 136Q: 3 clusters Score -1.987616e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 139546 members 
Entering Unmasked Estep 
Score: -19876162.000000 Penalty: 5909.988281
	Iteration 137Q: 3 clusters Score -1.987616e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 139594 members 
Entering Unmasked Estep 
Score: -19876194.000000 Penalty: 5909.988281
	Iteration 138Q: 3 clusters Score -1.987619e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 139649 members 
Entering Unmasked Estep 
Score: -19876190.000000 Penalty: 5909.988281
	Iteration 139Q: 3 clusters Score -1.987619e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 139697 members 
Entering Unmasked Estep 
Score: -19876174.000000 Penalty: 5909.988281
	Iteration 140F: 3 clusters Score -1.987617e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 139737 members 
Entering Unmasked Estep 
Score: -19876184.000000 Penalty: 5909.988281
	Iteration 141Q: 3 clusters Score -1.987618e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 139776 members 
Entering Unmasked Estep 
Score: -19876172.000000 Penalty: 5909.988281
	Iteration 142Q: 3 clusters Score -1.987617e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 139811 members 
Entering Unmasked Estep 
Score: -19876184.000000 Penalty: 5909.988281
	Iteration 143Q: 3 clusters Score -1.987618e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 139857 members 
Entering Unmasked Estep 
Score: -19876186.000000 Penalty: 5909.988281
	Iteration 144Q: 3 clusters Score -1.987619e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 139892 members 
Entering Unmasked Estep 
Score: -19876198.000000 Penalty: 5909.988281
	Iteration 145Q: 3 clusters Score -1.98762e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 139924 members 
Entering Unmasked Estep 
Score: -19876186.000000 Penalty: 5909.988281
	Iteration 146Q: 3 clusters Score -1.987619e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 139952 members 
Entering Unmasked Estep 
Score: -19876196.000000 Penalty: 5909.988281
	Iteration 147Q: 3 clusters Score -1.98762e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 139992 members 
Entering Unmasked Estep 
Score: -19876204.000000 Penalty: 5909.988281
	Iteration 148Q: 3 clusters Score -1.98762e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 140037 members 
Entering Unmasked Estep 
Score: -19876190.000000 Penalty: 5909.988281
	Iteration 149Q: 3 clusters Score -1.987619e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 140085 members 
Entering Unmasked Estep 
Score: -19876206.000000 Penalty: 5909.988281
	Iteration 150Q: 3 clusters Score -1.987621e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 140135 members 
Entering Unmasked Estep 
Score: -19876226.000000 Penalty: 5909.988281
	Iteration 151Q: 3 clusters Score -1.987623e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 140180 members 
Entering Unmasked Estep 
Score: -19876246.000000 Penalty: 5909.988281
	Iteration 152Q: 3 clusters Score -1.987625e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 140221 members 
Entering Unmasked Estep 
Score: -19876214.000000 Penalty: 5909.988281
	Iteration 153Q: 3 clusters Score -1.987621e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 140257 members 
Entering Unmasked Estep 
Score: -19876226.000000 Penalty: 5909.988281
	Iteration 154Q: 3 clusters Score -1.987623e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 140291 members 
Entering Unmasked Estep 
Score: -19876220.000000 Penalty: 5909.988281
	Iteration 155Q: 3 clusters Score -1.987622e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 140325 members 
Entering Unmasked Estep 
Score: -19876208.000000 Penalty: 5909.988281
	Iteration 156Q: 3 clusters Score -1.987621e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 140361 members 
Entering Unmasked Estep 
Score: -19876206.000000 Penalty: 5909.988281
	Iteration 157Q: 3 clusters Score -1.987621e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 140393 members 
Entering Unmasked Estep 
Score: -19876226.000000 Penalty: 5909.988281
	Iteration 158Q: 3 clusters Score -1.987623e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 140416 members 
Entering Unmasked Estep 
Score: -19876220.000000 Penalty: 5909.988281
	Iteration 159Q: 3 clusters Score -1.987622e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 140447 members 
Entering Unmasked Estep 
Score: -19876206.000000 Penalty: 5909.988281
	Iteration 160F: 3 clusters Score -1.987621e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 140479 members 
Entering Unmasked Estep 
Score: -19876186.000000 Penalty: 5909.988281
	Iteration 161Q: 3 clusters Score -1.987619e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 140506 members 
Entering Unmasked Estep 
Score: -19876172.000000 Penalty: 5909.988281
	Iteration 162Q: 3 clusters Score -1.987617e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 140545 members 
Entering Unmasked Estep 
Score: -19876186.000000 Penalty: 5909.988281
	Iteration 163Q: 3 clusters Score -1.987619e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 140582 members 
Entering Unmasked Estep 
Score: -19876214.000000 Penalty: 5909.988281
	Iteration 164Q: 3 clusters Score -1.987621e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 140622 members 
Entering Unmasked Estep 
Score: -19876214.000000 Penalty: 5909.988281
	Iteration 165Q: 3 clusters Score -1.987621e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 140646 members 
Entering Unmasked Estep 
Score: -19876238.000000 Penalty: 5909.988281
	Iteration 166Q: 3 clusters Score -1.987624e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 140673 members 
Entering Unmasked Estep 
Score: -19876252.000000 Penalty: 5909.988281
	Iteration 167Q: 3 clusters Score -1.987625e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 140700 members 
Entering Unmasked Estep 
Score: -19876258.000000 Penalty: 5909.988281
	Iteration 168Q: 3 clusters Score -1.987626e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 140720 members 
Entering Unmasked Estep 
Score: -19876262.000000 Penalty: 5909.988281
	Iteration 169Q: 3 clusters Score -1.987626e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 140737 members 
Entering Unmasked Estep 
Score: -19876272.000000 Penalty: 5909.988281
	Iteration 170Q: 3 clusters Score -1.987627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 140749 members 
Entering Unmasked Estep 
Score: -19876282.000000 Penalty: 5909.988281
	Iteration 171Q: 3 clusters Score -1.987628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 140759 members 
Entering Unmasked Estep 
Score: -19876284.000000 Penalty: 5909.988281
	Iteration 172Q: 3 clusters Score -1.987628e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 140770 members 
Entering Unmasked Estep 
Score: -19876290.000000 Penalty: 5909.988281
	Iteration 173Q: 3 clusters Score -1.987629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 140779 members 
Entering Unmasked Estep 
Score: -19876290.000000 Penalty: 5909.988281
	Iteration 174Q: 3 clusters Score -1.987629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 140784 members 
Entering Unmasked Estep 
Score: -19876286.000000 Penalty: 5909.988281
	Iteration 175Q: 3 clusters Score -1.987629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 140787 members 
Entering Unmasked Estep 
Score: -19876286.000000 Penalty: 5909.988281
	Iteration 176Q: 3 clusters Score -1.987629e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 140790 members 
Entering Unmasked Estep 
Score: -19876284.000000 Penalty: 5909.988281
	Iteration 177Q: 3 clusters Score -1.987628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 140794 members 
Entering Unmasked Estep 
Score: -19876278.000000 Penalty: 5909.988281
	Iteration 178Q: 3 clusters Score -1.987628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 140795 members 
Entering Unmasked Estep 
Score: -19876274.000000 Penalty: 5909.988281
	Iteration 179Q: 3 clusters Score -1.987627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 140798 members 
Entering Unmasked Estep 
Score: -19876276.000000 Penalty: 5909.988281
	Iteration 180F: 3 clusters Score -1.987628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 140800 members 
Entering Unmasked Estep 
Score: -19876276.000000 Penalty: 5909.988281
	Iteration 181Q: 3 clusters Score -1.987628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 140805 members 
Entering Unmasked Estep 
Score: -19876282.000000 Penalty: 5909.988281
	Iteration 182Q: 3 clusters Score -1.987628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 140809 members 
Entering Unmasked Estep 
Score: -19876272.000000 Penalty: 5909.988281
	Iteration 183Q: 3 clusters Score -1.987627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 140816 members 
Entering Unmasked Estep 
Score: -19876274.000000 Penalty: 5909.988281
	Iteration 184Q: 3 clusters Score -1.987627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 140826 members 
Entering Unmasked Estep 
Score: -19876286.000000 Penalty: 5909.988281
	Iteration 185Q: 3 clusters Score -1.987629e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 140837 members 
Entering Unmasked Estep 
Score: -19876280.000000 Penalty: 5909.988281
	Iteration 186Q: 3 clusters Score -1.987628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 140850 members 
Entering Unmasked Estep 
Score: -19876304.000000 Penalty: 5909.988281
	Iteration 187Q: 3 clusters Score -1.98763e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 140862 members 
Entering Unmasked Estep 
Score: -19876292.000000 Penalty: 5909.988281
	Iteration 188Q: 3 clusters Score -1.987629e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 140873 members 
Entering Unmasked Estep 
Score: -19876290.000000 Penalty: 5909.988281
	Iteration 189Q: 3 clusters Score -1.987629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 140891 members 
Entering Unmasked Estep 
Score: -19876288.000000 Penalty: 5909.988281
	Iteration 190Q: 3 clusters Score -1.987629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 140909 members 
Entering Unmasked Estep 
Score: -19876270.000000 Penalty: 5909.988281
	Iteration 191Q: 3 clusters Score -1.987627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 140921 members 
Entering Unmasked Estep 
Score: -19876276.000000 Penalty: 5909.988281
	Iteration 192Q: 3 clusters Score -1.987628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 140928 members 
Entering Unmasked Estep 
Score: -19876278.000000 Penalty: 5909.988281
	Iteration 193Q: 3 clusters Score -1.987628e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 140939 members 
Entering Unmasked Estep 
Score: -19876280.000000 Penalty: 5909.988281
	Iteration 194Q: 3 clusters Score -1.987628e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 140953 members 
Entering Unmasked Estep 
Score: -19876292.000000 Penalty: 5909.988281
	Iteration 195Q: 3 clusters Score -1.987629e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 140967 members 
Entering Unmasked Estep 
Score: -19876320.000000 Penalty: 5909.988281
	Iteration 196Q: 3 clusters Score -1.987632e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 140987 members 
Entering Unmasked Estep 
Score: -19876322.000000 Penalty: 5909.988281
	Iteration 197Q: 3 clusters Score -1.987632e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 141004 members 
Entering Unmasked Estep 
Score: -19876318.000000 Penalty: 5909.988281
	Iteration 198Q: 3 clusters Score -1.987632e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 141017 members 
Entering Unmasked Estep 
Score: -19876302.000000 Penalty: 5909.988281
	Iteration 199Q: 3 clusters Score -1.98763e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 141033 members 
Entering Unmasked Estep 
Score: -19876292.000000 Penalty: 5909.988281
	Iteration 200F: 3 clusters Score -1.987629e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 141044 members 
Entering Unmasked Estep 
Score: -19876274.000000 Penalty: 5909.988281
	Iteration 201Q: 3 clusters Score -1.987627e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 141058 members 
Entering Unmasked Estep 
Score: -19876262.000000 Penalty: 5909.988281
	Iteration 202Q: 3 clusters Score -1.987626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 141069 members 
Entering Unmasked Estep 
Score: -19876272.000000 Penalty: 5909.988281
	Iteration 203Q: 3 clusters Score -1.987627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 141078 members 
Entering Unmasked Estep 
Score: -19876276.000000 Penalty: 5909.988281
	Iteration 204Q: 3 clusters Score -1.987628e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 141089 members 
Entering Unmasked Estep 
Score: -19876272.000000 Penalty: 5909.988281
	Iteration 205Q: 3 clusters Score -1.987627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 141098 members 
Entering Unmasked Estep 
Score: -19876280.000000 Penalty: 5909.988281
	Iteration 206Q: 3 clusters Score -1.987628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 141110 members 
Entering Unmasked Estep 
Score: -19876274.000000 Penalty: 5909.988281
	Iteration 207Q: 3 clusters Score -1.987627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 141118 members 
Entering Unmasked Estep 
Score: -19876276.000000 Penalty: 5909.988281
	Iteration 208Q: 3 clusters Score -1.987628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 141130 members 
Entering Unmasked Estep 
Score: -19876284.000000 Penalty: 5909.988281
	Iteration 209Q: 3 clusters Score -1.987628e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 141143 members 
Entering Unmasked Estep 
Score: -19876310.000000 Penalty: 5909.988281
	Iteration 210Q: 3 clusters Score -1.987631e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 141161 members 
Entering Unmasked Estep 
Score: -19876306.000000 Penalty: 5909.988281
	Iteration 211Q: 3 clusters Score -1.987631e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 141174 members 
Entering Unmasked Estep 
Score: -19876304.000000 Penalty: 5909.988281
	Iteration 212Q: 3 clusters Score -1.98763e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 141197 members 
Entering Unmasked Estep 
Score: -19876312.000000 Penalty: 5909.988281
	Iteration 213Q: 3 clusters Score -1.987631e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 141222 members 
Entering Unmasked Estep 
Score: -19876328.000000 Penalty: 5909.988281
	Iteration 214Q: 3 clusters Score -1.987633e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 141248 members 
Entering Unmasked Estep 
Score: -19876320.000000 Penalty: 5909.988281
	Iteration 215Q: 3 clusters Score -1.987632e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 141273 members 
Entering Unmasked Estep 
Score: -19876310.000000 Penalty: 5909.988281
	Iteration 216Q: 3 clusters Score -1.987631e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 141301 members 
Entering Unmasked Estep 
Score: -19876300.000000 Penalty: 5909.988281
	Iteration 217Q: 3 clusters Score -1.98763e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 141321 members 
Entering Unmasked Estep 
Score: -19876316.000000 Penalty: 5909.988281
	Iteration 218Q: 3 clusters Score -1.987632e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 141351 members 
Entering Unmasked Estep 
Score: -19876308.000000 Penalty: 5909.988281
	Iteration 219Q: 3 clusters Score -1.987631e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 141377 members 
Entering Unmasked Estep 
Score: -19876300.000000 Penalty: 5909.988281
	Iteration 220F: 3 clusters Score -1.98763e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 141403 members 
Entering Unmasked Estep 
Score: -19876304.000000 Penalty: 5909.988281
	Iteration 221Q: 3 clusters Score -1.98763e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 141437 members 
Entering Unmasked Estep 
Score: -19876330.000000 Penalty: 5909.988281
	Iteration 222Q: 3 clusters Score -1.987633e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 141472 members 
Entering Unmasked Estep 
Score: -19876320.000000 Penalty: 5909.988281
	Iteration 223Q: 3 clusters Score -1.987632e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 141520 members 
Entering Unmasked Estep 
Score: -19876326.000000 Penalty: 5909.988281
	Iteration 224Q: 3 clusters Score -1.987633e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 141560 members 
Entering Unmasked Estep 
Score: -19876318.000000 Penalty: 5909.988281
	Iteration 225Q: 3 clusters Score -1.987632e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 141597 members 
Entering Unmasked Estep 
Score: -19876320.000000 Penalty: 5909.988281
	Iteration 226Q: 3 clusters Score -1.987632e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 141627 members 
Entering Unmasked Estep 
Score: -19876348.000000 Penalty: 5909.988281
	Iteration 227Q: 3 clusters Score -1.987635e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 141664 members 
Entering Unmasked Estep 
Score: -19876328.000000 Penalty: 5909.988281
	Iteration 228Q: 3 clusters Score -1.987633e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 141698 members 
Entering Unmasked Estep 
Score: -19876326.000000 Penalty: 5909.988281
	Iteration 229Q: 3 clusters Score -1.987633e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 141737 members 
Entering Unmasked Estep 
Score: -19876324.000000 Penalty: 5909.988281
	Iteration 230Q: 3 clusters Score -1.987632e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 141776 members 
Entering Unmasked Estep 
Score: -19876304.000000 Penalty: 5909.988281
	Iteration 231Q: 3 clusters Score -1.98763e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 141811 members 
Entering Unmasked Estep 
Score: -19876316.000000 Penalty: 5909.988281
	Iteration 232Q: 3 clusters Score -1.987632e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 141843 members 
Entering Unmasked Estep 
Score: -19876332.000000 Penalty: 5909.988281
	Iteration 233Q: 3 clusters Score -1.987633e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 141868 members 
Entering Unmasked Estep 
Score: -19876324.000000 Penalty: 5909.988281
	Iteration 234Q: 3 clusters Score -1.987632e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 141902 members 
Entering Unmasked Estep 
Score: -19876332.000000 Penalty: 5909.988281
	Iteration 235Q: 3 clusters Score -1.987633e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 141935 members 
Entering Unmasked Estep 
Score: -19876322.000000 Penalty: 5909.988281
	Iteration 236Q: 3 clusters Score -1.987632e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 141963 members 
Entering Unmasked Estep 
Score: -19876302.000000 Penalty: 5909.988281
	Iteration 237Q: 3 clusters Score -1.98763e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 141995 members 
Entering Unmasked Estep 
Score: -19876298.000000 Penalty: 5909.988281
	Iteration 238Q: 3 clusters Score -1.98763e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 142022 members 
Entering Unmasked Estep 
Score: -19876302.000000 Penalty: 5909.988281
	Iteration 239Q: 3 clusters Score -1.98763e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 142047 members 
Entering Unmasked Estep 
Score: -19876290.000000 Penalty: 5909.988281
	Iteration 240F: 3 clusters Score -1.987629e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 142069 members 
Entering Unmasked Estep 
Score: -19876294.000000 Penalty: 5909.988281
	Iteration 241Q: 3 clusters Score -1.987629e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 142096 members 
Entering Unmasked Estep 
Score: -19876288.000000 Penalty: 5909.988281
	Iteration 242Q: 3 clusters Score -1.987629e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 142123 members 
Entering Unmasked Estep 
Score: -19876278.000000 Penalty: 5909.988281
	Iteration 243Q: 3 clusters Score -1.987628e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 142147 members 
Entering Unmasked Estep 
Score: -19876282.000000 Penalty: 5909.988281
	Iteration 244Q: 3 clusters Score -1.987628e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 142167 members 
Entering Unmasked Estep 
Score: -19876270.000000 Penalty: 5909.988281
	Iteration 245Q: 3 clusters Score -1.987627e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 142186 members 
Entering Unmasked Estep 
Score: -19876264.000000 Penalty: 5909.988281
	Iteration 246Q: 3 clusters Score -1.987626e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 142208 members 
Entering Unmasked Estep 
Score: -19876278.000000 Penalty: 5909.988281
	Iteration 247Q: 3 clusters Score -1.987628e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 142233 members 
Entering Unmasked Estep 
Score: -19876294.000000 Penalty: 5909.988281
	Iteration 248Q: 3 clusters Score -1.987629e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 142262 members 
Entering Unmasked Estep 
Score: -19876296.000000 Penalty: 5909.988281
	Iteration 249Q: 3 clusters Score -1.98763e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 142289 members 
Entering Unmasked Estep 
Score: -19876288.000000 Penalty: 5909.988281
	Iteration 250Q: 3 clusters Score -1.987629e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 142315 members 
Entering Unmasked Estep 
Score: -19876298.000000 Penalty: 5909.988281
	Iteration 251Q: 3 clusters Score -1.98763e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 142341 members 
Entering Unmasked Estep 
Score: -19876308.000000 Penalty: 5909.988281
	Iteration 252Q: 3 clusters Score -1.987631e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 142363 members 
Entering Unmasked Estep 
Score: -19876320.000000 Penalty: 5909.988281
	Iteration 253Q: 3 clusters Score -1.987632e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 142389 members 
Entering Unmasked Estep 
Score: -19876316.000000 Penalty: 5909.988281
	Iteration 254Q: 3 clusters Score -1.987632e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 142412 members 
Entering Unmasked Estep 
Score: -19876320.000000 Penalty: 5909.988281
	Iteration 255Q: 3 clusters Score -1.987632e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 142435 members 
Entering Unmasked Estep 
Score: -19876326.000000 Penalty: 5909.988281
	Iteration 256Q: 3 clusters Score -1.987633e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 142466 members 
Entering Unmasked Estep 
Score: -19876310.000000 Penalty: 5909.988281
	Iteration 257Q: 3 clusters Score -1.987631e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 142487 members 
Entering Unmasked Estep 
Score: -19876308.000000 Penalty: 5909.988281
	Iteration 258Q: 3 clusters Score -1.987631e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 142513 members 
Entering Unmasked Estep 
Score: -19876332.000000 Penalty: 5909.988281
	Iteration 259Q: 3 clusters Score -1.987633e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 142540 members 
Entering Unmasked Estep 
Score: -19876330.000000 Penalty: 5909.988281
	Iteration 260F: 3 clusters Score -1.987633e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 142560 members 
Entering Unmasked Estep 
Score: -19876330.000000 Penalty: 5909.988281
	Iteration 261Q: 3 clusters Score -1.987633e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 142578 members 
Entering Unmasked Estep 
Score: -19876300.000000 Penalty: 5909.988281
	Iteration 262Q: 3 clusters Score -1.98763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 142589 members 
Entering Unmasked Estep 
Score: -19876308.000000 Penalty: 5909.988281
	Iteration 263Q: 3 clusters Score -1.987631e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 142600 members 
Entering Unmasked Estep 
Score: -19876310.000000 Penalty: 5909.988281
	Iteration 264Q: 3 clusters Score -1.987631e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 142611 members 
Entering Unmasked Estep 
Score: -19876312.000000 Penalty: 5909.988281
	Iteration 265Q: 3 clusters Score -1.987631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 142620 members 
Entering Unmasked Estep 
Score: -19876302.000000 Penalty: 5909.988281
	Iteration 266Q: 3 clusters Score -1.98763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 142631 members 
Entering Unmasked Estep 
Score: -19876330.000000 Penalty: 5909.988281
	Iteration 267Q: 3 clusters Score -1.987633e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 142642 members 
Entering Unmasked Estep 
Score: -19876336.000000 Penalty: 5909.988281
	Iteration 268Q: 3 clusters Score -1.987634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 142653 members 
Entering Unmasked Estep 
Score: -19876342.000000 Penalty: 5909.988281
	Iteration 269Q: 3 clusters Score -1.987634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 142664 members 
Entering Unmasked Estep 
Score: -19876338.000000 Penalty: 5909.988281
	Iteration 270Q: 3 clusters Score -1.987634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 142675 members 
Entering Unmasked Estep 
Score: -19876346.000000 Penalty: 5909.988281
	Iteration 271Q: 3 clusters Score -1.987635e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 142691 members 
Entering Unmasked Estep 
Score: -19876334.000000 Penalty: 5909.988281
	Iteration 272Q: 3 clusters Score -1.987633e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 142709 members 
Entering Unmasked Estep 
Score: -19876302.000000 Penalty: 5909.988281
	Iteration 273Q: 3 clusters Score -1.98763e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 142731 members 
Entering Unmasked Estep 
Score: -19876306.000000 Penalty: 5909.988281
	Iteration 274Q: 3 clusters Score -1.987631e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 142751 members 
Entering Unmasked Estep 
Score: -19876314.000000 Penalty: 5909.988281
	Iteration 275Q: 3 clusters Score -1.987631e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 142766 members 
Entering Unmasked Estep 
Score: -19876314.000000 Penalty: 5909.988281
	Iteration 276Q: 3 clusters Score -1.987631e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 142781 members 
Entering Unmasked Estep 
Score: -19876326.000000 Penalty: 5909.988281
	Iteration 277Q: 3 clusters Score -1.987633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 142785 members 
Entering Unmasked Estep 
Score: -19876312.000000 Penalty: 5909.988281
	Iteration 278Q: 3 clusters Score -1.987631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 142789 members 
Entering Unmasked Estep 
Score: -19876308.000000 Penalty: 5909.988281
	Iteration 279Q: 3 clusters Score -1.987631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 142793 members 
Entering Unmasked Estep 
Score: -19876324.000000 Penalty: 5909.988281
	Iteration 280F: 3 clusters Score -1.987632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 142796 members 
Entering Unmasked Estep 
Score: -19876304.000000 Penalty: 5909.988281
	Iteration 281Q: 3 clusters Score -1.98763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 142798 members 
Entering Unmasked Estep 
Score: -19876310.000000 Penalty: 5909.988281
	Iteration 282Q: 3 clusters Score -1.987631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 142799 members 
Entering Unmasked Estep 
Score: -19876312.000000 Penalty: 5909.988281
	Iteration 283Q: 3 clusters Score -1.987631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 142799 members 
Entering Unmasked Estep 
Score: -19876312.000000 Penalty: 5909.988281
	Iteration 284F: 3 clusters Score -1.987631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (149963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149963 members 
Entering Unmasked Estep 
Score: -20092972.000000 Penalty: 2955.699707
	Iteration 0F: 2 clusters Score -2.009297e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74839 members 
Mstep: Class 2 contains 75124 members 
Entering Unmasked Estep 
Score: -19993528.000000 Penalty: 5911.399414
	Iteration 0F: 3 clusters Score -1.999353e+07 nChanged 71692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72169 members 
Mstep: Class 2 contains 77794 members 
Entering Unmasked Estep 
Score: -20035118.000000 Penalty: 5911.399414
	Iteration 1F: 3 clusters Score -2.003512e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70496 members 
Mstep: Class 2 contains 79467 members 
Entering Unmasked Estep 
Score: -20036372.000000 Penalty: 5911.399414
	Iteration 2Q: 3 clusters Score -2.003637e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67951 members 
Mstep: Class 2 contains 82012 members 
Entering Unmasked Estep 
Score: -20037864.000000 Penalty: 5911.399414
	Iteration 3Q: 3 clusters Score -2.003786e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64291 members 
Mstep: Class 2 contains 85672 members 
Entering Unmasked Estep 
Score: -20039840.000000 Penalty: 5911.399414
	Iteration 4Q: 3 clusters Score -2.003984e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59052 members 
Mstep: Class 2 contains 90911 members 
Entering Unmasked Estep 
Score: -20043086.000000 Penalty: 5911.399414
	Iteration 5Q: 3 clusters Score -2.004309e+07 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 97974 members 
Entering Unmasked Estep 
Score: -20047790.000000 Penalty: 5911.399414
	Iteration 6F: 3 clusters Score -2.004779e+07 nChanged 9737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 106697 members 
Entering Unmasked Estep 
Score: -20054374.000000 Penalty: 5911.399414
	Iteration 7F: 3 clusters Score -2.005437e+07 nChanged 10171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 116172 members 
Entering Unmasked Estep 
Score: -20062356.000000 Penalty: 5911.399414
	Iteration 8F: 3 clusters Score -2.006236e+07 nChanged 9422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 125074 members 
Entering Unmasked Estep 
Score: -20069970.000000 Penalty: 5911.399414
	Iteration 9F: 3 clusters Score -2.006997e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 132116 members 
Entering Unmasked Estep 
Score: -20076448.000000 Penalty: 5911.399414
	Iteration 10Q: 3 clusters Score -2.007645e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 137166 members 
Entering Unmasked Estep 
Score: -20080970.000000 Penalty: 5911.399414
	Iteration 11Q: 3 clusters Score -2.008097e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 140682 members 
Entering Unmasked Estep 
Score: -20084000.000000 Penalty: 5911.399414
	Iteration 12Q: 3 clusters Score -2.0084e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 143017 members 
Entering Unmasked Estep 
Score: -20085994.000000 Penalty: 5911.399414
	Iteration 13Q: 3 clusters Score -2.008599e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 144684 members 
Entering Unmasked Estep 
Score: -20087386.000000 Penalty: 5911.399414
	Iteration 14Q: 3 clusters Score -2.008739e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 145869 members 
Entering Unmasked Estep 
Score: -20088388.000000 Penalty: 5911.399414
	Iteration 15Q: 3 clusters Score -2.008839e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 146712 members 
Entering Unmasked Estep 
Score: -20089060.000000 Penalty: 5911.399414
	Iteration 16Q: 3 clusters Score -2.008906e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 147308 members 
Entering Unmasked Estep 
Score: -20089502.000000 Penalty: 5911.399414
	Iteration 17Q: 3 clusters Score -2.00895e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 147713 members 
Entering Unmasked Estep 
Score: -20089776.000000 Penalty: 5911.399414
	Iteration 18Q: 3 clusters Score -2.008978e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 148025 members 
Entering Unmasked Estep 
Score: -20089966.000000 Penalty: 5911.399414
	Iteration 19Q: 3 clusters Score -2.008997e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 148256 members 
Entering Unmasked Estep 
Score: -20090096.000000 Penalty: 5911.399414
	Iteration 20F: 3 clusters Score -2.00901e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 148424 members 
Entering Unmasked Estep 
Score: -20090230.000000 Penalty: 5911.399414
	Iteration 21Q: 3 clusters Score -2.009023e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 148538 members 
Entering Unmasked Estep 
Score: -20090340.000000 Penalty: 5911.399414
	Iteration 22Q: 3 clusters Score -2.009034e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 148612 members 
Entering Unmasked Estep 
Score: -20090370.000000 Penalty: 5911.399414
	Iteration 23Q: 3 clusters Score -2.009037e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 148680 members 
Entering Unmasked Estep 
Score: -20090384.000000 Penalty: 5911.399414
	Iteration 24Q: 3 clusters Score -2.009038e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 148737 members 
Entering Unmasked Estep 
Score: -20090444.000000 Penalty: 5911.399414
	Iteration 25Q: 3 clusters Score -2.009044e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 148781 members 
Entering Unmasked Estep 
Score: -20090512.000000 Penalty: 5911.399414
	Iteration 26Q: 3 clusters Score -2.009051e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 148824 members 
Entering Unmasked Estep 
Score: -20090544.000000 Penalty: 5911.399414
	Iteration 27Q: 3 clusters Score -2.009054e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 148851 members 
Entering Unmasked Estep 
Score: -20090576.000000 Penalty: 5911.399414
	Iteration 28Q: 3 clusters Score -2.009058e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 148883 members 
Entering Unmasked Estep 
Score: -20090592.000000 Penalty: 5911.399414
	Iteration 29Q: 3 clusters Score -2.009059e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 148906 members 
Entering Unmasked Estep 
Score: -20090598.000000 Penalty: 5911.399414
	Iteration 30Q: 3 clusters Score -2.00906e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 148931 members 
Entering Unmasked Estep 
Score: -20090596.000000 Penalty: 5911.399414
	Iteration 31Q: 3 clusters Score -2.00906e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 148949 members 
Entering Unmasked Estep 
Score: -20090602.000000 Penalty: 5911.399414
	Iteration 32Q: 3 clusters Score -2.00906e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 148962 members 
Entering Unmasked Estep 
Score: -20090598.000000 Penalty: 5911.399414
	Iteration 33Q: 3 clusters Score -2.00906e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 148976 members 
Entering Unmasked Estep 
Score: -20090618.000000 Penalty: 5911.399414
	Iteration 34Q: 3 clusters Score -2.009062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 148984 members 
Entering Unmasked Estep 
Score: -20090616.000000 Penalty: 5911.399414
	Iteration 35Q: 3 clusters Score -2.009062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 148991 members 
Entering Unmasked Estep 
Score: -20090614.000000 Penalty: 5911.399414
	Iteration 36Q: 3 clusters Score -2.009061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 148994 members 
Entering Unmasked Estep 
Score: -20090622.000000 Penalty: 5911.399414
	Iteration 37Q: 3 clusters Score -2.009062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 149001 members 
Entering Unmasked Estep 
Score: -20090622.000000 Penalty: 5911.399414
	Iteration 38Q: 3 clusters Score -2.009062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 149005 members 
Entering Unmasked Estep 
Score: -20090638.000000 Penalty: 5911.399414
	Iteration 39Q: 3 clusters Score -2.009064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 149005 members 
Entering Unmasked Estep 
Score: -20090638.000000 Penalty: 5911.399414
	Iteration 40F: 3 clusters Score -2.009064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (158169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158169 members 
Entering Unmasked Estep 
Score: -20974124.000000 Penalty: 2968.912109
	Iteration 0F: 2 clusters Score -2.097412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79132 members 
Mstep: Class 2 contains 79037 members 
Entering Unmasked Estep 
Score: -20869062.000000 Penalty: 5937.824219
	Iteration 0F: 3 clusters Score -2.086906e+07 nChanged 75869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78599 members 
Mstep: Class 2 contains 79570 members 
Entering Unmasked Estep 
Score: -20912964.000000 Penalty: 5937.824219
	Iteration 1F: 3 clusters Score -2.091296e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78046 members 
Mstep: Class 2 contains 80123 members 
Entering Unmasked Estep 
Score: -20913806.000000 Penalty: 5937.824219
	Iteration 2Q: 3 clusters Score -2.091381e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77171 members 
Mstep: Class 2 contains 80998 members 
Entering Unmasked Estep 
Score: -20914748.000000 Penalty: 5937.824219
	Iteration 3Q: 3 clusters Score -2.091475e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75910 members 
Mstep: Class 2 contains 82259 members 
Entering Unmasked Estep 
Score: -20916056.000000 Penalty: 5937.824219
	Iteration 4Q: 3 clusters Score -2.091606e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73958 members 
Mstep: Class 2 contains 84211 members 
Entering Unmasked Estep 
Score: -20917644.000000 Penalty: 5937.824219
	Iteration 5Q: 3 clusters Score -2.091764e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71124 members 
Mstep: Class 2 contains 87045 members 
Entering Unmasked Estep 
Score: -20920088.000000 Penalty: 5937.824219
	Iteration 6Q: 3 clusters Score -2.092009e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67432 members 
Mstep: Class 2 contains 90737 members 
Entering Unmasked Estep 
Score: -20923756.000000 Penalty: 5937.824219
	Iteration 7Q: 3 clusters Score -2.092376e+07 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62931 members 
Mstep: Class 2 contains 95238 members 
Entering Unmasked Estep 
Score: -20928852.000000 Penalty: 5937.824219
	Iteration 8F: 3 clusters Score -2.092885e+07 nChanged 10158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 100326 members 
Entering Unmasked Estep 
Score: -20935710.000000 Penalty: 5937.824219
	Iteration 9F: 3 clusters Score -2.093571e+07 nChanged 10470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 105454 members 
Entering Unmasked Estep 
Score: -20944172.000000 Penalty: 5937.824219
	Iteration 10F: 3 clusters Score -2.094417e+07 nChanged 9664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 109560 members 
Entering Unmasked Estep 
Score: -20953064.000000 Penalty: 5937.824219
	Iteration 11F: 3 clusters Score -2.095306e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 112078 members 
Entering Unmasked Estep 
Score: -20959304.000000 Penalty: 5937.824219
	Iteration 12Q: 3 clusters Score -2.09593e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 113862 members 
Entering Unmasked Estep 
Score: -20962534.000000 Penalty: 5937.824219
	Iteration 13Q: 3 clusters Score -2.096253e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 115434 members 
Entering Unmasked Estep 
Score: -20964370.000000 Penalty: 5937.824219
	Iteration 14Q: 3 clusters Score -2.096437e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 116850 members 
Entering Unmasked Estep 
Score: -20965508.000000 Penalty: 5937.824219
	Iteration 15Q: 3 clusters Score -2.096551e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 118167 members 
Entering Unmasked Estep 
Score: -20966244.000000 Penalty: 5937.824219
	Iteration 16Q: 3 clusters Score -2.096624e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 119316 members 
Entering Unmasked Estep 
Score: -20966718.000000 Penalty: 5937.824219
	Iteration 17Q: 3 clusters Score -2.096672e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 120406 members 
Entering Unmasked Estep 
Score: -20967218.000000 Penalty: 5937.824219
	Iteration 18Q: 3 clusters Score -2.096722e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 121485 members 
Entering Unmasked Estep 
Score: -20967582.000000 Penalty: 5937.824219
	Iteration 19Q: 3 clusters Score -2.096758e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 122545 members 
Entering Unmasked Estep 
Score: -20967938.000000 Penalty: 5937.824219
	Iteration 20F: 3 clusters Score -2.096794e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 123563 members 
Entering Unmasked Estep 
Score: -20968140.000000 Penalty: 5937.824219
	Iteration 21Q: 3 clusters Score -2.096814e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 124555 members 
Entering Unmasked Estep 
Score: -20968324.000000 Penalty: 5937.824219
	Iteration 22Q: 3 clusters Score -2.096832e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 125528 members 
Entering Unmasked Estep 
Score: -20968500.000000 Penalty: 5937.824219
	Iteration 23Q: 3 clusters Score -2.09685e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 126460 members 
Entering Unmasked Estep 
Score: -20968636.000000 Penalty: 5937.824219
	Iteration 24Q: 3 clusters Score -2.096864e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 127351 members 
Entering Unmasked Estep 
Score: -20968754.000000 Penalty: 5937.824219
	Iteration 25Q: 3 clusters Score -2.096875e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 128207 members 
Entering Unmasked Estep 
Score: -20968902.000000 Penalty: 5937.824219
	Iteration 26Q: 3 clusters Score -2.09689e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 129058 members 
Entering Unmasked Estep 
Score: -20968942.000000 Penalty: 5937.824219
	Iteration 27Q: 3 clusters Score -2.096894e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 129919 members 
Entering Unmasked Estep 
Score: -20969144.000000 Penalty: 5937.824219
	Iteration 28Q: 3 clusters Score -2.096914e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 130766 members 
Entering Unmasked Estep 
Score: -20969312.000000 Penalty: 5937.824219
	Iteration 29Q: 3 clusters Score -2.096931e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 131612 members 
Entering Unmasked Estep 
Score: -20969352.000000 Penalty: 5937.824219
	Iteration 30Q: 3 clusters Score -2.096935e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 132408 members 
Entering Unmasked Estep 
Score: -20969498.000000 Penalty: 5937.824219
	Iteration 31Q: 3 clusters Score -2.09695e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 133214 members 
Entering Unmasked Estep 
Score: -20969504.000000 Penalty: 5937.824219
	Iteration 32Q: 3 clusters Score -2.09695e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 133996 members 
Entering Unmasked Estep 
Score: -20969622.000000 Penalty: 5937.824219
	Iteration 33Q: 3 clusters Score -2.096962e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 134754 members 
Entering Unmasked Estep 
Score: -20969714.000000 Penalty: 5937.824219
	Iteration 34Q: 3 clusters Score -2.096971e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 135495 members 
Entering Unmasked Estep 
Score: -20969712.000000 Penalty: 5937.824219
	Iteration 35Q: 3 clusters Score -2.096971e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 136179 members 
Entering Unmasked Estep 
Score: -20969844.000000 Penalty: 5937.824219
	Iteration 36Q: 3 clusters Score -2.096984e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 136881 members 
Entering Unmasked Estep 
Score: -20969952.000000 Penalty: 5937.824219
	Iteration 37Q: 3 clusters Score -2.096995e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 137532 members 
Entering Unmasked Estep 
Score: -20970102.000000 Penalty: 5937.824219
	Iteration 38Q: 3 clusters Score -2.09701e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 138166 members 
Entering Unmasked Estep 
Score: -20970206.000000 Penalty: 5937.824219
	Iteration 39Q: 3 clusters Score -2.097021e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 138778 members 
Entering Unmasked Estep 
Score: -20970334.000000 Penalty: 5937.824219
	Iteration 40F: 3 clusters Score -2.097033e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 139379 members 
Entering Unmasked Estep 
Score: -20970400.000000 Penalty: 5937.824219
	Iteration 41Q: 3 clusters Score -2.09704e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 139947 members 
Entering Unmasked Estep 
Score: -20970486.000000 Penalty: 5937.824219
	Iteration 42Q: 3 clusters Score -2.097049e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 140467 members 
Entering Unmasked Estep 
Score: -20970558.000000 Penalty: 5937.824219
	Iteration 43Q: 3 clusters Score -2.097056e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 140972 members 
Entering Unmasked Estep 
Score: -20970590.000000 Penalty: 5937.824219
	Iteration 44Q: 3 clusters Score -2.097059e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 141429 members 
Entering Unmasked Estep 
Score: -20970602.000000 Penalty: 5937.824219
	Iteration 45Q: 3 clusters Score -2.09706e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 141853 members 
Entering Unmasked Estep 
Score: -20970710.000000 Penalty: 5937.824219
	Iteration 46Q: 3 clusters Score -2.097071e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 142258 members 
Entering Unmasked Estep 
Score: -20970738.000000 Penalty: 5937.824219
	Iteration 47Q: 3 clusters Score -2.097074e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 142680 members 
Entering Unmasked Estep 
Score: -20970816.000000 Penalty: 5937.824219
	Iteration 48Q: 3 clusters Score -2.097082e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 143094 members 
Entering Unmasked Estep 
Score: -20970960.000000 Penalty: 5937.824219
	Iteration 49Q: 3 clusters Score -2.097096e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 143523 members 
Entering Unmasked Estep 
Score: -20971008.000000 Penalty: 5937.824219
	Iteration 50Q: 3 clusters Score -2.097101e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 143909 members 
Entering Unmasked Estep 
Score: -20971050.000000 Penalty: 5937.824219
	Iteration 51Q: 3 clusters Score -2.097105e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 144275 members 
Entering Unmasked Estep 
Score: -20971094.000000 Penalty: 5937.824219
	Iteration 52Q: 3 clusters Score -2.097109e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 144645 members 
Entering Unmasked Estep 
Score: -20971124.000000 Penalty: 5937.824219
	Iteration 53Q: 3 clusters Score -2.097112e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 145013 members 
Entering Unmasked Estep 
Score: -20971086.000000 Penalty: 5937.824219
	Iteration 54Q: 3 clusters Score -2.097109e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 145361 members 
Entering Unmasked Estep 
Score: -20971096.000000 Penalty: 5937.824219
	Iteration 55Q: 3 clusters Score -2.09711e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 145670 members 
Entering Unmasked Estep 
Score: -20971158.000000 Penalty: 5937.824219
	Iteration 56Q: 3 clusters Score -2.097116e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 146003 members 
Entering Unmasked Estep 
Score: -20971160.000000 Penalty: 5937.824219
	Iteration 57Q: 3 clusters Score -2.097116e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 146333 members 
Entering Unmasked Estep 
Score: -20971280.000000 Penalty: 5937.824219
	Iteration 58Q: 3 clusters Score -2.097128e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 146669 members 
Entering Unmasked Estep 
Score: -20971352.000000 Penalty: 5937.824219
	Iteration 59Q: 3 clusters Score -2.097135e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 146985 members 
Entering Unmasked Estep 
Score: -20971392.000000 Penalty: 5937.824219
	Iteration 60F: 3 clusters Score -2.097139e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 147285 members 
Entering Unmasked Estep 
Score: -20971392.000000 Penalty: 5937.824219
	Iteration 61Q: 3 clusters Score -2.097139e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 147579 members 
Entering Unmasked Estep 
Score: -20971464.000000 Penalty: 5937.824219
	Iteration 62Q: 3 clusters Score -2.097146e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 147843 members 
Entering Unmasked Estep 
Score: -20971528.000000 Penalty: 5937.824219
	Iteration 63Q: 3 clusters Score -2.097153e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 148116 members 
Entering Unmasked Estep 
Score: -20971530.000000 Penalty: 5937.824219
	Iteration 64Q: 3 clusters Score -2.097153e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 148366 members 
Entering Unmasked Estep 
Score: -20971556.000000 Penalty: 5937.824219
	Iteration 65Q: 3 clusters Score -2.097156e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 148626 members 
Entering Unmasked Estep 
Score: -20971614.000000 Penalty: 5937.824219
	Iteration 66Q: 3 clusters Score -2.097161e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 148860 members 
Entering Unmasked Estep 
Score: -20971690.000000 Penalty: 5937.824219
	Iteration 67Q: 3 clusters Score -2.097169e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 149085 members 
Entering Unmasked Estep 
Score: -20971706.000000 Penalty: 5937.824219
	Iteration 68Q: 3 clusters Score -2.097171e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 149300 members 
Entering Unmasked Estep 
Score: -20971680.000000 Penalty: 5937.824219
	Iteration 69Q: 3 clusters Score -2.097168e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 149480 members 
Entering Unmasked Estep 
Score: -20971662.000000 Penalty: 5937.824219
	Iteration 70Q: 3 clusters Score -2.097166e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 149654 members 
Entering Unmasked Estep 
Score: -20971670.000000 Penalty: 5937.824219
	Iteration 71Q: 3 clusters Score -2.097167e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 149817 members 
Entering Unmasked Estep 
Score: -20971672.000000 Penalty: 5937.824219
	Iteration 72Q: 3 clusters Score -2.097167e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 149963 members 
Entering Unmasked Estep 
Score: -20971692.000000 Penalty: 5937.824219
	Iteration 73Q: 3 clusters Score -2.097169e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 150106 members 
Entering Unmasked Estep 
Score: -20971694.000000 Penalty: 5937.824219
	Iteration 74Q: 3 clusters Score -2.097169e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 150239 members 
Entering Unmasked Estep 
Score: -20971658.000000 Penalty: 5937.824219
	Iteration 75Q: 3 clusters Score -2.097166e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 150350 members 
Entering Unmasked Estep 
Score: -20971644.000000 Penalty: 5937.824219
	Iteration 76Q: 3 clusters Score -2.097164e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 150445 members 
Entering Unmasked Estep 
Score: -20971700.000000 Penalty: 5937.824219
	Iteration 77Q: 3 clusters Score -2.09717e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 150527 members 
Entering Unmasked Estep 
Score: -20971646.000000 Penalty: 5937.824219
	Iteration 78Q: 3 clusters Score -2.097165e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 150601 members 
Entering Unmasked Estep 
Score: -20971620.000000 Penalty: 5937.824219
	Iteration 79Q: 3 clusters Score -2.097162e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 150684 members 
Entering Unmasked Estep 
Score: -20971638.000000 Penalty: 5937.824219
	Iteration 80F: 3 clusters Score -2.097164e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 150784 members 
Entering Unmasked Estep 
Score: -20971626.000000 Penalty: 5937.824219
	Iteration 81Q: 3 clusters Score -2.097163e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 150884 members 
Entering Unmasked Estep 
Score: -20971634.000000 Penalty: 5937.824219
	Iteration 82Q: 3 clusters Score -2.097163e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 150975 members 
Entering Unmasked Estep 
Score: -20971630.000000 Penalty: 5937.824219
	Iteration 83Q: 3 clusters Score -2.097163e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 151057 members 
Entering Unmasked Estep 
Score: -20971650.000000 Penalty: 5937.824219
	Iteration 84Q: 3 clusters Score -2.097165e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 151137 members 
Entering Unmasked Estep 
Score: -20971636.000000 Penalty: 5937.824219
	Iteration 85Q: 3 clusters Score -2.097164e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 151209 members 
Entering Unmasked Estep 
Score: -20971682.000000 Penalty: 5937.824219
	Iteration 86Q: 3 clusters Score -2.097168e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 151298 members 
Entering Unmasked Estep 
Score: -20971680.000000 Penalty: 5937.824219
	Iteration 87Q: 3 clusters Score -2.097168e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 151391 members 
Entering Unmasked Estep 
Score: -20971686.000000 Penalty: 5937.824219
	Iteration 88Q: 3 clusters Score -2.097169e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 151474 members 
Entering Unmasked Estep 
Score: -20971680.000000 Penalty: 5937.824219
	Iteration 89Q: 3 clusters Score -2.097168e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 151546 members 
Entering Unmasked Estep 
Score: -20971694.000000 Penalty: 5937.824219
	Iteration 90Q: 3 clusters Score -2.097169e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 151601 members 
Entering Unmasked Estep 
Score: -20971688.000000 Penalty: 5937.824219
	Iteration 91Q: 3 clusters Score -2.097169e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 151671 members 
Entering Unmasked Estep 
Score: -20971684.000000 Penalty: 5937.824219
	Iteration 92Q: 3 clusters Score -2.097168e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 151748 members 
Entering Unmasked Estep 
Score: -20971690.000000 Penalty: 5937.824219
	Iteration 93Q: 3 clusters Score -2.097169e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 151825 members 
Entering Unmasked Estep 
Score: -20971664.000000 Penalty: 5937.824219
	Iteration 94Q: 3 clusters Score -2.097166e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 151899 members 
Entering Unmasked Estep 
Score: -20971684.000000 Penalty: 5937.824219
	Iteration 95Q: 3 clusters Score -2.097168e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 151959 members 
Entering Unmasked Estep 
Score: -20971700.000000 Penalty: 5937.824219
	Iteration 96Q: 3 clusters Score -2.09717e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 152017 members 
Entering Unmasked Estep 
Score: -20971714.000000 Penalty: 5937.824219
	Iteration 97Q: 3 clusters Score -2.097171e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 152066 members 
Entering Unmasked Estep 
Score: -20971718.000000 Penalty: 5937.824219
	Iteration 98Q: 3 clusters Score -2.097172e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 152120 members 
Entering Unmasked Estep 
Score: -20971712.000000 Penalty: 5937.824219
	Iteration 99Q: 3 clusters Score -2.097171e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 152185 members 
Entering Unmasked Estep 
Score: -20971726.000000 Penalty: 5937.824219
	Iteration 100F: 3 clusters Score -2.097173e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 152241 members 
Entering Unmasked Estep 
Score: -20971710.000000 Penalty: 5937.824219
	Iteration 101Q: 3 clusters Score -2.097171e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 152298 members 
Entering Unmasked Estep 
Score: -20971748.000000 Penalty: 5937.824219
	Iteration 102Q: 3 clusters Score -2.097175e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 152345 members 
Entering Unmasked Estep 
Score: -20971748.000000 Penalty: 5937.824219
	Iteration 103Q: 3 clusters Score -2.097175e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 152379 members 
Entering Unmasked Estep 
Score: -20971756.000000 Penalty: 5937.824219
	Iteration 104Q: 3 clusters Score -2.097176e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 152404 members 
Entering Unmasked Estep 
Score: -20971746.000000 Penalty: 5937.824219
	Iteration 105Q: 3 clusters Score -2.097175e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 152436 members 
Entering Unmasked Estep 
Score: -20971748.000000 Penalty: 5937.824219
	Iteration 106Q: 3 clusters Score -2.097175e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 152476 members 
Entering Unmasked Estep 
Score: -20971742.000000 Penalty: 5937.824219
	Iteration 107Q: 3 clusters Score -2.097174e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 152509 members 
Entering Unmasked Estep 
Score: -20971738.000000 Penalty: 5937.824219
	Iteration 108Q: 3 clusters Score -2.097174e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 152544 members 
Entering Unmasked Estep 
Score: -20971748.000000 Penalty: 5937.824219
	Iteration 109Q: 3 clusters Score -2.097175e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 152578 members 
Entering Unmasked Estep 
Score: -20971750.000000 Penalty: 5937.824219
	Iteration 110Q: 3 clusters Score -2.097175e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 152612 members 
Entering Unmasked Estep 
Score: -20971732.000000 Penalty: 5937.824219
	Iteration 111Q: 3 clusters Score -2.097173e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 152643 members 
Entering Unmasked Estep 
Score: -20971738.000000 Penalty: 5937.824219
	Iteration 112Q: 3 clusters Score -2.097174e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 152685 members 
Entering Unmasked Estep 
Score: -20971748.000000 Penalty: 5937.824219
	Iteration 113Q: 3 clusters Score -2.097175e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 152718 members 
Entering Unmasked Estep 
Score: -20971740.000000 Penalty: 5937.824219
	Iteration 114Q: 3 clusters Score -2.097174e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 152752 members 
Entering Unmasked Estep 
Score: -20971716.000000 Penalty: 5937.824219
	Iteration 115Q: 3 clusters Score -2.097172e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 152790 members 
Entering Unmasked Estep 
Score: -20971718.000000 Penalty: 5937.824219
	Iteration 116Q: 3 clusters Score -2.097172e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 152821 members 
Entering Unmasked Estep 
Score: -20971738.000000 Penalty: 5937.824219
	Iteration 117Q: 3 clusters Score -2.097174e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 152848 members 
Entering Unmasked Estep 
Score: -20971742.000000 Penalty: 5937.824219
	Iteration 118Q: 3 clusters Score -2.097174e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 152876 members 
Entering Unmasked Estep 
Score: -20971750.000000 Penalty: 5937.824219
	Iteration 119Q: 3 clusters Score -2.097175e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 152906 members 
Entering Unmasked Estep 
Score: -20971716.000000 Penalty: 5937.824219
	Iteration 120F: 3 clusters Score -2.097172e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 152940 members 
Entering Unmasked Estep 
Score: -20971724.000000 Penalty: 5937.824219
	Iteration 121Q: 3 clusters Score -2.097172e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 152972 members 
Entering Unmasked Estep 
Score: -20971700.000000 Penalty: 5937.824219
	Iteration 122Q: 3 clusters Score -2.09717e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 153003 members 
Entering Unmasked Estep 
Score: -20971696.000000 Penalty: 5937.824219
	Iteration 123Q: 3 clusters Score -2.09717e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 153029 members 
Entering Unmasked Estep 
Score: -20971690.000000 Penalty: 5937.824219
	Iteration 124Q: 3 clusters Score -2.097169e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 153055 members 
Entering Unmasked Estep 
Score: -20971696.000000 Penalty: 5937.824219
	Iteration 125Q: 3 clusters Score -2.09717e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 153078 members 
Entering Unmasked Estep 
Score: -20971696.000000 Penalty: 5937.824219
	Iteration 126Q: 3 clusters Score -2.09717e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 153100 members 
Entering Unmasked Estep 
Score: -20971690.000000 Penalty: 5937.824219
	Iteration 127Q: 3 clusters Score -2.097169e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 153130 members 
Entering Unmasked Estep 
Score: -20971686.000000 Penalty: 5937.824219
	Iteration 128Q: 3 clusters Score -2.097169e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 153167 members 
Entering Unmasked Estep 
Score: -20971684.000000 Penalty: 5937.824219
	Iteration 129Q: 3 clusters Score -2.097168e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 153196 members 
Entering Unmasked Estep 
Score: -20971678.000000 Penalty: 5937.824219
	Iteration 130Q: 3 clusters Score -2.097168e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 153220 members 
Entering Unmasked Estep 
Score: -20971690.000000 Penalty: 5937.824219
	Iteration 131Q: 3 clusters Score -2.097169e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 153239 members 
Entering Unmasked Estep 
Score: -20971708.000000 Penalty: 5937.824219
	Iteration 132Q: 3 clusters Score -2.097171e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 153267 members 
Entering Unmasked Estep 
Score: -20971714.000000 Penalty: 5937.824219
	Iteration 133Q: 3 clusters Score -2.097171e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 153298 members 
Entering Unmasked Estep 
Score: -20971720.000000 Penalty: 5937.824219
	Iteration 134Q: 3 clusters Score -2.097172e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 153326 members 
Entering Unmasked Estep 
Score: -20971742.000000 Penalty: 5937.824219
	Iteration 135Q: 3 clusters Score -2.097174e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 153344 members 
Entering Unmasked Estep 
Score: -20971752.000000 Penalty: 5937.824219
	Iteration 136Q: 3 clusters Score -2.097175e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 153369 members 
Entering Unmasked Estep 
Score: -20971786.000000 Penalty: 5937.824219
	Iteration 137Q: 3 clusters Score -2.097179e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 153391 members 
Entering Unmasked Estep 
Score: -20971778.000000 Penalty: 5937.824219
	Iteration 138Q: 3 clusters Score -2.097178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 153403 members 
Entering Unmasked Estep 
Score: -20971786.000000 Penalty: 5937.824219
	Iteration 139Q: 3 clusters Score -2.097179e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 153420 members 
Entering Unmasked Estep 
Score: -20971776.000000 Penalty: 5937.824219
	Iteration 140F: 3 clusters Score -2.097178e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 153437 members 
Entering Unmasked Estep 
Score: -20971768.000000 Penalty: 5937.824219
	Iteration 141Q: 3 clusters Score -2.097177e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 153457 members 
Entering Unmasked Estep 
Score: -20971780.000000 Penalty: 5937.824219
	Iteration 142Q: 3 clusters Score -2.097178e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 153479 members 
Entering Unmasked Estep 
Score: -20971760.000000 Penalty: 5937.824219
	Iteration 143Q: 3 clusters Score -2.097176e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 153495 members 
Entering Unmasked Estep 
Score: -20971738.000000 Penalty: 5937.824219
	Iteration 144Q: 3 clusters Score -2.097174e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 153507 members 
Entering Unmasked Estep 
Score: -20971750.000000 Penalty: 5937.824219
	Iteration 145Q: 3 clusters Score -2.097175e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 153521 members 
Entering Unmasked Estep 
Score: -20971768.000000 Penalty: 5937.824219
	Iteration 146Q: 3 clusters Score -2.097177e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 153534 members 
Entering Unmasked Estep 
Score: -20971754.000000 Penalty: 5937.824219
	Iteration 147Q: 3 clusters Score -2.097175e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 153552 members 
Entering Unmasked Estep 
Score: -20971766.000000 Penalty: 5937.824219
	Iteration 148Q: 3 clusters Score -2.097177e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 153567 members 
Entering Unmasked Estep 
Score: -20971744.000000 Penalty: 5937.824219
	Iteration 149Q: 3 clusters Score -2.097174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 153578 members 
Entering Unmasked Estep 
Score: -20971762.000000 Penalty: 5937.824219
	Iteration 150Q: 3 clusters Score -2.097176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 153587 members 
Entering Unmasked Estep 
Score: -20971756.000000 Penalty: 5937.824219
	Iteration 151Q: 3 clusters Score -2.097176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 153593 members 
Entering Unmasked Estep 
Score: -20971752.000000 Penalty: 5937.824219
	Iteration 152Q: 3 clusters Score -2.097175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 153600 members 
Entering Unmasked Estep 
Score: -20971748.000000 Penalty: 5937.824219
	Iteration 153Q: 3 clusters Score -2.097175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 153606 members 
Entering Unmasked Estep 
Score: -20971766.000000 Penalty: 5937.824219
	Iteration 154Q: 3 clusters Score -2.097177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 153610 members 
Entering Unmasked Estep 
Score: -20971790.000000 Penalty: 5937.824219
	Iteration 155Q: 3 clusters Score -2.097179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 153616 members 
Entering Unmasked Estep 
Score: -20971798.000000 Penalty: 5937.824219
	Iteration 156Q: 3 clusters Score -2.09718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 153620 members 
Entering Unmasked Estep 
Score: -20971794.000000 Penalty: 5937.824219
	Iteration 157Q: 3 clusters Score -2.097179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 153625 members 
Entering Unmasked Estep 
Score: -20971796.000000 Penalty: 5937.824219
	Iteration 158Q: 3 clusters Score -2.09718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 153630 members 
Entering Unmasked Estep 
Score: -20971780.000000 Penalty: 5937.824219
	Iteration 159Q: 3 clusters Score -2.097178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 153630 members 
Entering Unmasked Estep 
Score: -20971780.000000 Penalty: 5937.824219
	Iteration 160F: 3 clusters Score -2.097178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Entering Unmasked Estep 
Score: -379919.500000 Penalty: 1972.858398
	Iteration 0F: 2 clusters Score -379919.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -376727.250000 Penalty: 3945.716797
	Iteration 0F: 3 clusters Score -376727.2 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -377349.250000 Penalty: 3945.716797
	Iteration 1F: 3 clusters Score -377349.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -377520.281250 Penalty: 3945.716797
	Iteration 2F: 3 clusters Score -377520.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -377662.875000 Penalty: 3945.716797
	Iteration 3F: 3 clusters Score -377662.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -377840.062500 Penalty: 3945.716797
	Iteration 4Q: 3 clusters Score -377840.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -378062.562500 Penalty: 3945.716797
	Iteration 5F: 3 clusters Score -378062.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -378282.531250 Penalty: 3945.716797
	Iteration 6F: 3 clusters Score -378282.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -378500.562500 Penalty: 3945.716797
	Iteration 7Q: 3 clusters Score -378500.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -378670.593750 Penalty: 3945.716797
	Iteration 8Q: 3 clusters Score -378670.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -378794.562500 Penalty: 3945.716797
	Iteration 9Q: 3 clusters Score -378794.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -378860.093750 Penalty: 3945.716797
	Iteration 10Q: 3 clusters Score -378860.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -378905.718750 Penalty: 3945.716797
	Iteration 11Q: 3 clusters Score -378905.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -378935.875000 Penalty: 3945.716797
	Iteration 12Q: 3 clusters Score -378935.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -378968.750000 Penalty: 3945.716797
	Iteration 13Q: 3 clusters Score -378968.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -378994.593750 Penalty: 3945.716797
	Iteration 14Q: 3 clusters Score -378994.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -379011.156250 Penalty: 3945.716797
	Iteration 15Q: 3 clusters Score -379011.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -379033.281250 Penalty: 3945.716797
	Iteration 16Q: 3 clusters Score -379033.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -379052.312500 Penalty: 3945.716797
	Iteration 17Q: 3 clusters Score -379052.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -379066.593750 Penalty: 3945.716797
	Iteration 18Q: 3 clusters Score -379066.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -379081.562500 Penalty: 3945.716797
	Iteration 19Q: 3 clusters Score -379081.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -379094.187500 Penalty: 3945.716797
	Iteration 20F: 3 clusters Score -379094.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -379115.218750 Penalty: 3945.716797
	Iteration 21Q: 3 clusters Score -379115.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -379138.843750 Penalty: 3945.716797
	Iteration 22Q: 3 clusters Score -379138.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -379168.656250 Penalty: 3945.716797
	Iteration 23Q: 3 clusters Score -379168.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -379212.562500 Penalty: 3945.716797
	Iteration 24Q: 3 clusters Score -379212.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -379259.562500 Penalty: 3945.716797
	Iteration 25Q: 3 clusters Score -379259.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -379302.593750 Penalty: 3945.716797
	Iteration 26Q: 3 clusters Score -379302.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -379362.687500 Penalty: 3945.716797
	Iteration 27Q: 3 clusters Score -379362.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -379437.625000 Penalty: 3945.716797
	Iteration 28Q: 3 clusters Score -379437.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -379547.968750 Penalty: 3945.716797
	Iteration 29Q: 3 clusters Score -379548 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -379655.531250 Penalty: 3945.716797
	Iteration 30Q: 3 clusters Score -379655.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -379703.156250 Penalty: 3945.716797
	Iteration 31Q: 3 clusters Score -379703.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -379724.031250 Penalty: 3945.716797
	Iteration 32Q: 3 clusters Score -379724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -379730.437500 Penalty: 3945.716797
	Iteration 33Q: 3 clusters Score -379730.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -379731.750000 Penalty: 3945.716797
	Iteration 34Q: 3 clusters Score -379731.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -379734.500000 Penalty: 3945.716797
	Iteration 35Q: 3 clusters Score -379734.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -379734.656250 Penalty: 3945.716797
	Iteration 36Q: 3 clusters Score -379734.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -379734.656250 Penalty: 3945.716797
	Iteration 37F: 3 clusters Score -379734.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Entering Unmasked Estep 
Score: -1104044.000000 Penalty: 2238.521729
	Iteration 0F: 2 clusters Score -1104044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1097397.875000 Penalty: 4477.043457
	Iteration 0F: 3 clusters Score -1097398 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1099295.750000 Penalty: 4477.043457
	Iteration 1F: 3 clusters Score -1099296 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1099708.500000 Penalty: 4477.043457
	Iteration 2F: 3 clusters Score -1099708 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1100062.375000 Penalty: 4477.043457
	Iteration 3F: 3 clusters Score -1100062 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1100402.250000 Penalty: 4477.043457
	Iteration 4F: 3 clusters Score -1100402 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1100737.000000 Penalty: 4477.043457
	Iteration 5F: 3 clusters Score -1100737 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1101048.875000 Penalty: 4477.043457
	Iteration 6F: 3 clusters Score -1101049 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1101341.500000 Penalty: 4477.043457
	Iteration 7F: 3 clusters Score -1101342 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1101586.375000 Penalty: 4477.043457
	Iteration 8Q: 3 clusters Score -1101586 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1101861.125000 Penalty: 4477.043457
	Iteration 9Q: 3 clusters Score -1101861 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1102093.875000 Penalty: 4477.043457
	Iteration 10Q: 3 clusters Score -1102094 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1102291.375000 Penalty: 4477.043457
	Iteration 11Q: 3 clusters Score -1102291 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1102440.875000 Penalty: 4477.043457
	Iteration 12Q: 3 clusters Score -1102441 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1102540.375000 Penalty: 4477.043457
	Iteration 13Q: 3 clusters Score -1102540 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1102592.625000 Penalty: 4477.043457
	Iteration 14Q: 3 clusters Score -1102593 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1102633.625000 Penalty: 4477.043457
	Iteration 15Q: 3 clusters Score -1102634 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1102662.000000 Penalty: 4477.043457
	Iteration 16Q: 3 clusters Score -1102662 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1102685.000000 Penalty: 4477.043457
	Iteration 17Q: 3 clusters Score -1102685 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1102700.125000 Penalty: 4477.043457
	Iteration 18Q: 3 clusters Score -1102700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1102714.375000 Penalty: 4477.043457
	Iteration 19Q: 3 clusters Score -1102714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1102723.000000 Penalty: 4477.043457
	Iteration 20F: 3 clusters Score -1102723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1102726.000000 Penalty: 4477.043457
	Iteration 21Q: 3 clusters Score -1102726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1102728.625000 Penalty: 4477.043457
	Iteration 22Q: 3 clusters Score -1102729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1102733.500000 Penalty: 4477.043457
	Iteration 23Q: 3 clusters Score -1102734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1102737.125000 Penalty: 4477.043457
	Iteration 24Q: 3 clusters Score -1102737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1102740.000000 Penalty: 4477.043457
	Iteration 25Q: 3 clusters Score -1102740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1102743.625000 Penalty: 4477.043457
	Iteration 26Q: 3 clusters Score -1102744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1102742.500000 Penalty: 4477.043457
	Iteration 27Q: 3 clusters Score -1102742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1102748.375000 Penalty: 4477.043457
	Iteration 28Q: 3 clusters Score -1102748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1102749.625000 Penalty: 4477.043457
	Iteration 29Q: 3 clusters Score -1102750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1102749.625000 Penalty: 4477.043457
	Iteration 30Q: 3 clusters Score -1102750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1102748.000000 Penalty: 4477.043457
	Iteration 31Q: 3 clusters Score -1102748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1102748.875000 Penalty: 4477.043457
	Iteration 32Q: 3 clusters Score -1102749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1102750.500000 Penalty: 4477.043457
	Iteration 33Q: 3 clusters Score -1102750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1102750.500000 Penalty: 4477.043457
	Iteration 34F: 3 clusters Score -1102750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Entering Unmasked Estep 
Score: -1811028.250000 Penalty: 2360.657715
	Iteration 0F: 2 clusters Score -1811028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1801124.000000 Penalty: 4721.315430
	Iteration 0F: 3 clusters Score -1801124 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1804285.750000 Penalty: 4721.315430
	Iteration 1F: 3 clusters Score -1804286 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1804902.125000 Penalty: 4721.315430
	Iteration 2F: 3 clusters Score -1804902 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1805635.875000 Penalty: 4721.315430
	Iteration 3F: 3 clusters Score -1805636 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1806417.000000 Penalty: 4721.315430
	Iteration 4F: 3 clusters Score -1806417 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1807262.875000 Penalty: 4721.315430
	Iteration 5F: 3 clusters Score -1807263 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1808052.625000 Penalty: 4721.315430
	Iteration 6F: 3 clusters Score -1808053 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1808751.500000 Penalty: 4721.315430
	Iteration 7F: 3 clusters Score -1808752 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1809314.750000 Penalty: 4721.315430
	Iteration 8Q: 3 clusters Score -1809315 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1809660.125000 Penalty: 4721.315430
	Iteration 9Q: 3 clusters Score -1809660 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1809837.500000 Penalty: 4721.315430
	Iteration 10Q: 3 clusters Score -1809838 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1809925.375000 Penalty: 4721.315430
	Iteration 11Q: 3 clusters Score -1809925 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1809960.875000 Penalty: 4721.315430
	Iteration 12Q: 3 clusters Score -1809961 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1809992.625000 Penalty: 4721.315430
	Iteration 13Q: 3 clusters Score -1809993 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1810018.125000 Penalty: 4721.315430
	Iteration 14Q: 3 clusters Score -1810018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1810036.250000 Penalty: 4721.315430
	Iteration 15Q: 3 clusters Score -1810036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1810043.500000 Penalty: 4721.315430
	Iteration 16Q: 3 clusters Score -1810044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1810051.875000 Penalty: 4721.315430
	Iteration 17Q: 3 clusters Score -1810052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1810062.625000 Penalty: 4721.315430
	Iteration 18Q: 3 clusters Score -1810063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1810061.375000 Penalty: 4721.315430
	Iteration 19Q: 3 clusters Score -1810061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1810068.750000 Penalty: 4721.315430
	Iteration 20F: 3 clusters Score -1810069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1810070.750000 Penalty: 4721.315430
	Iteration 21Q: 3 clusters Score -1810071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1810069.375000 Penalty: 4721.315430
	Iteration 22Q: 3 clusters Score -1810069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1810071.000000 Penalty: 4721.315430
	Iteration 23Q: 3 clusters Score -1810071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1810069.625000 Penalty: 4721.315430
	Iteration 24Q: 3 clusters Score -1810070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1810072.250000 Penalty: 4721.315430
	Iteration 25Q: 3 clusters Score -1810072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1810074.875000 Penalty: 4721.315430
	Iteration 26Q: 3 clusters Score -1810075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1810076.125000 Penalty: 4721.315430
	Iteration 27Q: 3 clusters Score -1810076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1810075.250000 Penalty: 4721.315430
	Iteration 28Q: 3 clusters Score -1810075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1810077.625000 Penalty: 4721.315430
	Iteration 29Q: 3 clusters Score -1810078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1810075.875000 Penalty: 4721.315430
	Iteration 30Q: 3 clusters Score -1810076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1810079.750000 Penalty: 4721.315430
	Iteration 31Q: 3 clusters Score -1810080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1810080.375000 Penalty: 4721.315430
	Iteration 32Q: 3 clusters Score -1810080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1810083.125000 Penalty: 4721.315430
	Iteration 33Q: 3 clusters Score -1810083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1810081.125000 Penalty: 4721.315430
	Iteration 34Q: 3 clusters Score -1810081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1810081.875000 Penalty: 4721.315430
	Iteration 35Q: 3 clusters Score -1810082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1810084.250000 Penalty: 4721.315430
	Iteration 36Q: 3 clusters Score -1810084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1810083.500000 Penalty: 4721.315430
	Iteration 37Q: 3 clusters Score -1810084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1810085.875000 Penalty: 4721.315430
	Iteration 38Q: 3 clusters Score -1810086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1810086.875000 Penalty: 4721.315430
	Iteration 39Q: 3 clusters Score -1810087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1810086.875000 Penalty: 4721.315430
	Iteration 40F: 3 clusters Score -1810087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Entering Unmasked Estep 
Score: -1047838.437500 Penalty: 2236.245605
	Iteration 0F: 2 clusters Score -1047838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1041247.187500 Penalty: 4472.491211
	Iteration 0F: 3 clusters Score -1041247 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1043047.312500 Penalty: 4472.491211
	Iteration 1F: 3 clusters Score -1043047 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1043363.687500 Penalty: 4472.491211
	Iteration 2F: 3 clusters Score -1043364 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1043686.875000 Penalty: 4472.491211
	Iteration 3F: 3 clusters Score -1043687 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1044082.062500 Penalty: 4472.491211
	Iteration 4F: 3 clusters Score -1044082 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1044537.125000 Penalty: 4472.491211
	Iteration 5F: 3 clusters Score -1044537 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1045012.375000 Penalty: 4472.491211
	Iteration 6F: 3 clusters Score -1045012 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1045425.875000 Penalty: 4472.491211
	Iteration 7F: 3 clusters Score -1045426 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1045739.500000 Penalty: 4472.491211
	Iteration 8F: 3 clusters Score -1045740 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1045933.437500 Penalty: 4472.491211
	Iteration 9Q: 3 clusters Score -1045933 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1046070.312500 Penalty: 4472.491211
	Iteration 10Q: 3 clusters Score -1046070 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1046162.937500 Penalty: 4472.491211
	Iteration 11Q: 3 clusters Score -1046163 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1046220.125000 Penalty: 4472.491211
	Iteration 12Q: 3 clusters Score -1046220 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1046262.812500 Penalty: 4472.491211
	Iteration 13Q: 3 clusters Score -1046263 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1046291.562500 Penalty: 4472.491211
	Iteration 14Q: 3 clusters Score -1046292 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1046318.937500 Penalty: 4472.491211
	Iteration 15Q: 3 clusters Score -1046319 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1046342.750000 Penalty: 4472.491211
	Iteration 16Q: 3 clusters Score -1046343 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1046361.125000 Penalty: 4472.491211
	Iteration 17Q: 3 clusters Score -1046361 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1046374.062500 Penalty: 4472.491211
	Iteration 18Q: 3 clusters Score -1046374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1046380.250000 Penalty: 4472.491211
	Iteration 19Q: 3 clusters Score -1046380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1046387.812500 Penalty: 4472.491211
	Iteration 20F: 3 clusters Score -1046388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1046392.000000 Penalty: 4472.491211
	Iteration 21Q: 3 clusters Score -1046392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1046395.437500 Penalty: 4472.491211
	Iteration 22Q: 3 clusters Score -1046395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1046402.062500 Penalty: 4472.491211
	Iteration 23Q: 3 clusters Score -1046402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1046409.000000 Penalty: 4472.491211
	Iteration 24Q: 3 clusters Score -1046409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1046412.250000 Penalty: 4472.491211
	Iteration 25Q: 3 clusters Score -1046412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1046419.125000 Penalty: 4472.491211
	Iteration 26Q: 3 clusters Score -1046419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1046426.000000 Penalty: 4472.491211
	Iteration 27Q: 3 clusters Score -1046426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1046433.875000 Penalty: 4472.491211
	Iteration 28Q: 3 clusters Score -1046434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1046442.125000 Penalty: 4472.491211
	Iteration 29Q: 3 clusters Score -1046442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1046447.500000 Penalty: 4472.491211
	Iteration 30Q: 3 clusters Score -1046448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1046452.500000 Penalty: 4472.491211
	Iteration 31Q: 3 clusters Score -1046452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1046458.687500 Penalty: 4472.491211
	Iteration 32Q: 3 clusters Score -1046459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1046464.000000 Penalty: 4472.491211
	Iteration 33Q: 3 clusters Score -1046464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1046466.937500 Penalty: 4472.491211
	Iteration 34Q: 3 clusters Score -1046467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1046467.437500 Penalty: 4472.491211
	Iteration 35Q: 3 clusters Score -1046467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1046468.625000 Penalty: 4472.491211
	Iteration 36Q: 3 clusters Score -1046469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1046474.750000 Penalty: 4472.491211
	Iteration 37Q: 3 clusters Score -1046475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1046480.062500 Penalty: 4472.491211
	Iteration 38Q: 3 clusters Score -1046480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1046481.875000 Penalty: 4472.491211
	Iteration 39Q: 3 clusters Score -1046482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1046487.125000 Penalty: 4472.491211
	Iteration 40F: 3 clusters Score -1046487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1046487.875000 Penalty: 4472.491211
	Iteration 41Q: 3 clusters Score -1046488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1046487.750000 Penalty: 4472.491211
	Iteration 42Q: 3 clusters Score -1046488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1046488.000000 Penalty: 4472.491211
	Iteration 43Q: 3 clusters Score -1046488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1046488.500000 Penalty: 4472.491211
	Iteration 44Q: 3 clusters Score -1046488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1046491.500000 Penalty: 4472.491211
	Iteration 45Q: 3 clusters Score -1046492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1046491.187500 Penalty: 4472.491211
	Iteration 46Q: 3 clusters Score -1046491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1046492.187500 Penalty: 4472.491211
	Iteration 47Q: 3 clusters Score -1046492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1046491.687500 Penalty: 4472.491211
	Iteration 48Q: 3 clusters Score -1046492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1046492.062500 Penalty: 4472.491211
	Iteration 49Q: 3 clusters Score -1046492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1046492.062500 Penalty: 4472.491211
	Iteration 50F: 3 clusters Score -1046492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Entering Unmasked Estep 
Score: -3568895.000000 Penalty: 2530.095703
	Iteration 0F: 2 clusters Score -3568895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3550225.500000 Penalty: 5060.191406
	Iteration 0F: 3 clusters Score -3550226 nChanged 12078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -3557013.750000 Penalty: 5060.191406
	Iteration 1F: 3 clusters Score -3557014 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -3557803.500000 Penalty: 5060.191406
	Iteration 2F: 3 clusters Score -3557804 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -3558685.000000 Penalty: 5060.191406
	Iteration 3F: 3 clusters Score -3558685 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -3559669.250000 Penalty: 5060.191406
	Iteration 4F: 3 clusters Score -3559669 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -3560827.500000 Penalty: 5060.191406
	Iteration 5F: 3 clusters Score -3560828 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -3562148.750000 Penalty: 5060.191406
	Iteration 6F: 3 clusters Score -3562149 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -3563405.500000 Penalty: 5060.191406
	Iteration 7F: 3 clusters Score -3563406 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -3564510.250000 Penalty: 5060.191406
	Iteration 8F: 3 clusters Score -3564510 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -3565399.000000 Penalty: 5060.191406
	Iteration 9Q: 3 clusters Score -3565399 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3566023.750000 Penalty: 5060.191406
	Iteration 10Q: 3 clusters Score -3566024 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -3566434.250000 Penalty: 5060.191406
	Iteration 11Q: 3 clusters Score -3566434 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -3566648.250000 Penalty: 5060.191406
	Iteration 12Q: 3 clusters Score -3566648 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -3566754.250000 Penalty: 5060.191406
	Iteration 13Q: 3 clusters Score -3566754 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -3566860.750000 Penalty: 5060.191406
	Iteration 14Q: 3 clusters Score -3566861 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3566917.500000 Penalty: 5060.191406
	Iteration 15Q: 3 clusters Score -3566918 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -3566977.500000 Penalty: 5060.191406
	Iteration 16Q: 3 clusters Score -3566978 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -3567017.500000 Penalty: 5060.191406
	Iteration 17Q: 3 clusters Score -3567018 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -3567023.250000 Penalty: 5060.191406
	Iteration 18Q: 3 clusters Score -3567023 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -3567045.250000 Penalty: 5060.191406
	Iteration 19Q: 3 clusters Score -3567045 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -3567070.750000 Penalty: 5060.191406
	Iteration 20F: 3 clusters Score -3567071 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -3567100.750000 Penalty: 5060.191406
	Iteration 21Q: 3 clusters Score -3567101 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -3567127.500000 Penalty: 5060.191406
	Iteration 22Q: 3 clusters Score -3567128 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -3567148.500000 Penalty: 5060.191406
	Iteration 23Q: 3 clusters Score -3567148 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -3567163.000000 Penalty: 5060.191406
	Iteration 24Q: 3 clusters Score -3567163 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -3567176.500000 Penalty: 5060.191406
	Iteration 25Q: 3 clusters Score -3567176 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -3567179.750000 Penalty: 5060.191406
	Iteration 26Q: 3 clusters Score -3567180 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3567193.250000 Penalty: 5060.191406
	Iteration 27Q: 3 clusters Score -3567193 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -3567198.500000 Penalty: 5060.191406
	Iteration 28Q: 3 clusters Score -3567198 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -3567220.750000 Penalty: 5060.191406
	Iteration 29Q: 3 clusters Score -3567221 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -3567241.000000 Penalty: 5060.191406
	Iteration 30Q: 3 clusters Score -3567241 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3567249.250000 Penalty: 5060.191406
	Iteration 31Q: 3 clusters Score -3567249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3567259.750000 Penalty: 5060.191406
	Iteration 32Q: 3 clusters Score -3567260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3567269.750000 Penalty: 5060.191406
	Iteration 33Q: 3 clusters Score -3567270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -3567278.500000 Penalty: 5060.191406
	Iteration 34Q: 3 clusters Score -3567278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -3567298.250000 Penalty: 5060.191406
	Iteration 35Q: 3 clusters Score -3567298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -3567308.000000 Penalty: 5060.191406
	Iteration 36Q: 3 clusters Score -3567308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -3567306.750000 Penalty: 5060.191406
	Iteration 37Q: 3 clusters Score -3567307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -3567309.500000 Penalty: 5060.191406
	Iteration 38Q: 3 clusters Score -3567310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -3567300.250000 Penalty: 5060.191406
	Iteration 39Q: 3 clusters Score -3567300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -3567315.000000 Penalty: 5060.191406
	Iteration 40F: 3 clusters Score -3567315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -3567319.000000 Penalty: 5060.191406
	Iteration 41Q: 3 clusters Score -3567319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -3567314.500000 Penalty: 5060.191406
	Iteration 42Q: 3 clusters Score -3567314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -3567316.250000 Penalty: 5060.191406
	Iteration 43Q: 3 clusters Score -3567316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3567313.500000 Penalty: 5060.191406
	Iteration 44Q: 3 clusters Score -3567314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -3567318.000000 Penalty: 5060.191406
	Iteration 45Q: 3 clusters Score -3567318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -3567315.500000 Penalty: 5060.191406
	Iteration 46Q: 3 clusters Score -3567316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -3567318.250000 Penalty: 5060.191406
	Iteration 47Q: 3 clusters Score -3567318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -3567314.500000 Penalty: 5060.191406
	Iteration 48Q: 3 clusters Score -3567314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -3567314.500000 Penalty: 5060.191406
	Iteration 49F: 3 clusters Score -3567314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (68507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68507 members 
Entering Unmasked Estep 
Score: -9236329.000000 Penalty: 2761.403320
	Iteration 0F: 2 clusters Score -9236329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -9190359.000000 Penalty: 5522.806641
	Iteration 0F: 3 clusters Score -9190359 nChanged 32057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -9208460.000000 Penalty: 5522.806641
	Iteration 1F: 3 clusters Score -9208460 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -9209185.000000 Penalty: 5522.806641
	Iteration 2Q: 3 clusters Score -9209185 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -9209988.000000 Penalty: 5522.806641
	Iteration 3Q: 3 clusters Score -9209988 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -9211044.000000 Penalty: 5522.806641
	Iteration 4Q: 3 clusters Score -9211044 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -9212517.000000 Penalty: 5522.806641
	Iteration 5Q: 3 clusters Score -9212517 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -9214530.000000 Penalty: 5522.806641
	Iteration 6F: 3 clusters Score -9214530 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -9217196.000000 Penalty: 5522.806641
	Iteration 7F: 3 clusters Score -9217196 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -9220498.000000 Penalty: 5522.806641
	Iteration 8F: 3 clusters Score -9220498 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56755 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -9224200.000000 Penalty: 5522.806641
	Iteration 9F: 3 clusters Score -9224200 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60824 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -9227682.000000 Penalty: 5522.806641
	Iteration 10F: 3 clusters Score -9227682 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63971 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -9230506.000000 Penalty: 5522.806641
	Iteration 11Q: 3 clusters Score -9230506 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65989 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -9232271.000000 Penalty: 5522.806641
	Iteration 12Q: 3 clusters Score -9232271 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67061 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -9233142.000000 Penalty: 5522.806641
	Iteration 13Q: 3 clusters Score -9233142 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67565 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -9233558.000000 Penalty: 5522.806641
	Iteration 14Q: 3 clusters Score -9233558 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67782 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9233750.000000 Penalty: 5522.806641
	Iteration 15Q: 3 clusters Score -9233750 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67888 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -9233863.000000 Penalty: 5522.806641
	Iteration 16Q: 3 clusters Score -9233863 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67936 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -9233901.000000 Penalty: 5522.806641
	Iteration 17Q: 3 clusters Score -9233901 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67965 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9233952.000000 Penalty: 5522.806641
	Iteration 18Q: 3 clusters Score -9233952 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67988 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9233988.000000 Penalty: 5522.806641
	Iteration 19Q: 3 clusters Score -9233988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67996 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9234003.000000 Penalty: 5522.806641
	Iteration 20F: 3 clusters Score -9234003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67996 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9234020.000000 Penalty: 5522.806641
	Iteration 21Q: 3 clusters Score -9234020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67992 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9234020.000000 Penalty: 5522.806641
	Iteration 22Q: 3 clusters Score -9234020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67990 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9234024.000000 Penalty: 5522.806641
	Iteration 23Q: 3 clusters Score -9234024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67990 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9234026.000000 Penalty: 5522.806641
	Iteration 24Q: 3 clusters Score -9234026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67992 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9234033.000000 Penalty: 5522.806641
	Iteration 25Q: 3 clusters Score -9234033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67992 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9234036.000000 Penalty: 5522.806641
	Iteration 26Q: 3 clusters Score -9234036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67993 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9234035.000000 Penalty: 5522.806641
	Iteration 27Q: 3 clusters Score -9234035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67994 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9234041.000000 Penalty: 5522.806641
	Iteration 28Q: 3 clusters Score -9234041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67995 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9234039.000000 Penalty: 5522.806641
	Iteration 29Q: 3 clusters Score -9234039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67994 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9234044.000000 Penalty: 5522.806641
	Iteration 30Q: 3 clusters Score -9234044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67994 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9234050.000000 Penalty: 5522.806641
	Iteration 31Q: 3 clusters Score -9234050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67994 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9234049.000000 Penalty: 5522.806641
	Iteration 32Q: 3 clusters Score -9234049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67997 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9234043.000000 Penalty: 5522.806641
	Iteration 33Q: 3 clusters Score -9234043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67998 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9234042.000000 Penalty: 5522.806641
	Iteration 34Q: 3 clusters Score -9234042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68002 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9234046.000000 Penalty: 5522.806641
	Iteration 35Q: 3 clusters Score -9234046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68003 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9234052.000000 Penalty: 5522.806641
	Iteration 36Q: 3 clusters Score -9234052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68006 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9234045.000000 Penalty: 5522.806641
	Iteration 37Q: 3 clusters Score -9234045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68006 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9234045.000000 Penalty: 5522.806641
	Iteration 38Q: 3 clusters Score -9234045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68007 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -9234042.000000 Penalty: 5522.806641
	Iteration 39Q: 3 clusters Score -9234042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68007 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -9234042.000000 Penalty: 5522.806641
	Iteration 40F: 3 clusters Score -9234042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (166021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166021 members 
Entering Unmasked Estep 
Score: -22453936.000000 Penalty: 2980.927734
	Iteration 0F: 2 clusters Score -2.245394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83005 members 
Mstep: Class 2 contains 83016 members 
Entering Unmasked Estep 
Score: -22345246.000000 Penalty: 5961.855469
	Iteration 0F: 3 clusters Score -2.234525e+07 nChanged 79723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82802 members 
Mstep: Class 2 contains 83219 members 
Entering Unmasked Estep 
Score: -22391646.000000 Penalty: 5961.855469
	Iteration 1F: 3 clusters Score -2.239165e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82510 members 
Mstep: Class 2 contains 83511 members 
Entering Unmasked Estep 
Score: -22392354.000000 Penalty: 5961.855469
	Iteration 2Q: 3 clusters Score -2.239235e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82090 members 
Mstep: Class 2 contains 83931 members 
Entering Unmasked Estep 
Score: -22393090.000000 Penalty: 5961.855469
	Iteration 3Q: 3 clusters Score -2.239309e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81342 members 
Mstep: Class 2 contains 84679 members 
Entering Unmasked Estep 
Score: -22393742.000000 Penalty: 5961.855469
	Iteration 4Q: 3 clusters Score -2.239374e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80209 members 
Mstep: Class 2 contains 85812 members 
Entering Unmasked Estep 
Score: -22394854.000000 Penalty: 5961.855469
	Iteration 5Q: 3 clusters Score -2.239485e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78479 members 
Mstep: Class 2 contains 87542 members 
Entering Unmasked Estep 
Score: -22396298.000000 Penalty: 5961.855469
	Iteration 6Q: 3 clusters Score -2.23963e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 90034 members 
Entering Unmasked Estep 
Score: -22398212.000000 Penalty: 5961.855469
	Iteration 7Q: 3 clusters Score -2.239821e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72541 members 
Mstep: Class 2 contains 93480 members 
Entering Unmasked Estep 
Score: -22401536.000000 Penalty: 5961.855469
	Iteration 8Q: 3 clusters Score -2.240154e+07 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68189 members 
Mstep: Class 2 contains 97832 members 
Entering Unmasked Estep 
Score: -22406490.000000 Penalty: 5961.855469
	Iteration 9F: 3 clusters Score -2.240649e+07 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63559 members 
Mstep: Class 2 contains 102462 members 
Entering Unmasked Estep 
Score: -22412964.000000 Penalty: 5961.855469
	Iteration 10F: 3 clusters Score -2.241296e+07 nChanged 9937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 106651 members 
Entering Unmasked Estep 
Score: -22420348.000000 Penalty: 5961.855469
	Iteration 11F: 3 clusters Score -2.242035e+07 nChanged 9059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56177 members 
Mstep: Class 2 contains 109844 members 
Entering Unmasked Estep 
Score: -22426194.000000 Penalty: 5961.855469
	Iteration 12F: 3 clusters Score -2.242619e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 112397 members 
Entering Unmasked Estep 
Score: -22428904.000000 Penalty: 5961.855469
	Iteration 13Q: 3 clusters Score -2.24289e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 114733 members 
Entering Unmasked Estep 
Score: -22430142.000000 Penalty: 5961.855469
	Iteration 14Q: 3 clusters Score -2.243014e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 117103 members 
Entering Unmasked Estep 
Score: -22431158.000000 Penalty: 5961.855469
	Iteration 15Q: 3 clusters Score -2.243116e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 119571 members 
Entering Unmasked Estep 
Score: -22432194.000000 Penalty: 5961.855469
	Iteration 16Q: 3 clusters Score -2.243219e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 122121 members 
Entering Unmasked Estep 
Score: -22433310.000000 Penalty: 5961.855469
	Iteration 17Q: 3 clusters Score -2.243331e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 124752 members 
Entering Unmasked Estep 
Score: -22434576.000000 Penalty: 5961.855469
	Iteration 18Q: 3 clusters Score -2.243458e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 127377 members 
Entering Unmasked Estep 
Score: -22435922.000000 Penalty: 5961.855469
	Iteration 19Q: 3 clusters Score -2.243592e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 129980 members 
Entering Unmasked Estep 
Score: -22437332.000000 Penalty: 5961.855469
	Iteration 20F: 3 clusters Score -2.243733e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 132494 members 
Entering Unmasked Estep 
Score: -22438866.000000 Penalty: 5961.855469
	Iteration 21Q: 3 clusters Score -2.243887e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 134893 members 
Entering Unmasked Estep 
Score: -22440022.000000 Penalty: 5961.855469
	Iteration 22Q: 3 clusters Score -2.244002e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 137272 members 
Entering Unmasked Estep 
Score: -22441354.000000 Penalty: 5961.855469
	Iteration 23Q: 3 clusters Score -2.244135e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 139613 members 
Entering Unmasked Estep 
Score: -22442696.000000 Penalty: 5961.855469
	Iteration 24Q: 3 clusters Score -2.24427e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 141923 members 
Entering Unmasked Estep 
Score: -22444066.000000 Penalty: 5961.855469
	Iteration 25Q: 3 clusters Score -2.244407e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 144036 members 
Entering Unmasked Estep 
Score: -22445308.000000 Penalty: 5961.855469
	Iteration 26Q: 3 clusters Score -2.244531e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 146005 members 
Entering Unmasked Estep 
Score: -22446434.000000 Penalty: 5961.855469
	Iteration 27Q: 3 clusters Score -2.244643e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 147825 members 
Entering Unmasked Estep 
Score: -22447644.000000 Penalty: 5961.855469
	Iteration 28Q: 3 clusters Score -2.244764e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 149494 members 
Entering Unmasked Estep 
Score: -22448582.000000 Penalty: 5961.855469
	Iteration 29Q: 3 clusters Score -2.244858e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 151039 members 
Entering Unmasked Estep 
Score: -22449444.000000 Penalty: 5961.855469
	Iteration 30Q: 3 clusters Score -2.244944e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 152444 members 
Entering Unmasked Estep 
Score: -22450168.000000 Penalty: 5961.855469
	Iteration 31Q: 3 clusters Score -2.245017e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 153689 members 
Entering Unmasked Estep 
Score: -22450768.000000 Penalty: 5961.855469
	Iteration 32Q: 3 clusters Score -2.245077e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 154821 members 
Entering Unmasked Estep 
Score: -22451162.000000 Penalty: 5961.855469
	Iteration 33Q: 3 clusters Score -2.245116e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 155846 members 
Entering Unmasked Estep 
Score: -22451518.000000 Penalty: 5961.855469
	Iteration 34Q: 3 clusters Score -2.245152e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 156801 members 
Entering Unmasked Estep 
Score: -22451786.000000 Penalty: 5961.855469
	Iteration 35Q: 3 clusters Score -2.245179e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 157644 members 
Entering Unmasked Estep 
Score: -22452026.000000 Penalty: 5961.855469
	Iteration 36Q: 3 clusters Score -2.245203e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 158358 members 
Entering Unmasked Estep 
Score: -22452086.000000 Penalty: 5961.855469
	Iteration 37Q: 3 clusters Score -2.245209e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 159004 members 
Entering Unmasked Estep 
Score: -22452126.000000 Penalty: 5961.855469
	Iteration 38Q: 3 clusters Score -2.245213e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 159559 members 
Entering Unmasked Estep 
Score: -22452234.000000 Penalty: 5961.855469
	Iteration 39Q: 3 clusters Score -2.245223e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 160066 members 
Entering Unmasked Estep 
Score: -22452282.000000 Penalty: 5961.855469
	Iteration 40F: 3 clusters Score -2.245228e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 160494 members 
Entering Unmasked Estep 
Score: -22452342.000000 Penalty: 5961.855469
	Iteration 41Q: 3 clusters Score -2.245234e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 160852 members 
Entering Unmasked Estep 
Score: -22452450.000000 Penalty: 5961.855469
	Iteration 42Q: 3 clusters Score -2.245245e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 161141 members 
Entering Unmasked Estep 
Score: -22452492.000000 Penalty: 5961.855469
	Iteration 43Q: 3 clusters Score -2.245249e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 161389 members 
Entering Unmasked Estep 
Score: -22452508.000000 Penalty: 5961.855469
	Iteration 44Q: 3 clusters Score -2.245251e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 161602 members 
Entering Unmasked Estep 
Score: -22452540.000000 Penalty: 5961.855469
	Iteration 45Q: 3 clusters Score -2.245254e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 161770 members 
Entering Unmasked Estep 
Score: -22452596.000000 Penalty: 5961.855469
	Iteration 46Q: 3 clusters Score -2.24526e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 161914 members 
Entering Unmasked Estep 
Score: -22452588.000000 Penalty: 5961.855469
	Iteration 47Q: 3 clusters Score -2.245259e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 162041 members 
Entering Unmasked Estep 
Score: -22452580.000000 Penalty: 5961.855469
	Iteration 48Q: 3 clusters Score -2.245258e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 162174 members 
Entering Unmasked Estep 
Score: -22452530.000000 Penalty: 5961.855469
	Iteration 49Q: 3 clusters Score -2.245253e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 162289 members 
Entering Unmasked Estep 
Score: -22452494.000000 Penalty: 5961.855469
	Iteration 50Q: 3 clusters Score -2.245249e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 162400 members 
Entering Unmasked Estep 
Score: -22452464.000000 Penalty: 5961.855469
	Iteration 51Q: 3 clusters Score -2.245246e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 162494 members 
Entering Unmasked Estep 
Score: -22452468.000000 Penalty: 5961.855469
	Iteration 52Q: 3 clusters Score -2.245247e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 162569 members 
Entering Unmasked Estep 
Score: -22452452.000000 Penalty: 5961.855469
	Iteration 53Q: 3 clusters Score -2.245245e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 162631 members 
Entering Unmasked Estep 
Score: -22452420.000000 Penalty: 5961.855469
	Iteration 54Q: 3 clusters Score -2.245242e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 162704 members 
Entering Unmasked Estep 
Score: -22452422.000000 Penalty: 5961.855469
	Iteration 55Q: 3 clusters Score -2.245242e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 162759 members 
Entering Unmasked Estep 
Score: -22452384.000000 Penalty: 5961.855469
	Iteration 56Q: 3 clusters Score -2.245238e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 162811 members 
Entering Unmasked Estep 
Score: -22452368.000000 Penalty: 5961.855469
	Iteration 57Q: 3 clusters Score -2.245237e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 162869 members 
Entering Unmasked Estep 
Score: -22452380.000000 Penalty: 5961.855469
	Iteration 58Q: 3 clusters Score -2.245238e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 162917 members 
Entering Unmasked Estep 
Score: -22452332.000000 Penalty: 5961.855469
	Iteration 59Q: 3 clusters Score -2.245233e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 162960 members 
Entering Unmasked Estep 
Score: -22452330.000000 Penalty: 5961.855469
	Iteration 60F: 3 clusters Score -2.245233e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 163013 members 
Entering Unmasked Estep 
Score: -22452280.000000 Penalty: 5961.855469
	Iteration 61Q: 3 clusters Score -2.245228e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 163058 members 
Entering Unmasked Estep 
Score: -22452258.000000 Penalty: 5961.855469
	Iteration 62Q: 3 clusters Score -2.245226e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 163090 members 
Entering Unmasked Estep 
Score: -22452244.000000 Penalty: 5961.855469
	Iteration 63Q: 3 clusters Score -2.245224e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 163117 members 
Entering Unmasked Estep 
Score: -22452242.000000 Penalty: 5961.855469
	Iteration 64Q: 3 clusters Score -2.245224e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 163152 members 
Entering Unmasked Estep 
Score: -22452244.000000 Penalty: 5961.855469
	Iteration 65Q: 3 clusters Score -2.245224e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 163181 members 
Entering Unmasked Estep 
Score: -22452260.000000 Penalty: 5961.855469
	Iteration 66Q: 3 clusters Score -2.245226e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 163208 members 
Entering Unmasked Estep 
Score: -22452270.000000 Penalty: 5961.855469
	Iteration 67Q: 3 clusters Score -2.245227e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 163234 members 
Entering Unmasked Estep 
Score: -22452274.000000 Penalty: 5961.855469
	Iteration 68Q: 3 clusters Score -2.245227e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 163256 members 
Entering Unmasked Estep 
Score: -22452258.000000 Penalty: 5961.855469
	Iteration 69Q: 3 clusters Score -2.245226e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 163279 members 
Entering Unmasked Estep 
Score: -22452256.000000 Penalty: 5961.855469
	Iteration 70Q: 3 clusters Score -2.245226e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 163301 members 
Entering Unmasked Estep 
Score: -22452252.000000 Penalty: 5961.855469
	Iteration 71Q: 3 clusters Score -2.245225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 163315 members 
Entering Unmasked Estep 
Score: -22452238.000000 Penalty: 5961.855469
	Iteration 72Q: 3 clusters Score -2.245224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 163324 members 
Entering Unmasked Estep 
Score: -22452240.000000 Penalty: 5961.855469
	Iteration 73Q: 3 clusters Score -2.245224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 163332 members 
Entering Unmasked Estep 
Score: -22452242.000000 Penalty: 5961.855469
	Iteration 74Q: 3 clusters Score -2.245224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 163338 members 
Entering Unmasked Estep 
Score: -22452230.000000 Penalty: 5961.855469
	Iteration 75Q: 3 clusters Score -2.245223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 163345 members 
Entering Unmasked Estep 
Score: -22452244.000000 Penalty: 5961.855469
	Iteration 76Q: 3 clusters Score -2.245224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 163352 members 
Entering Unmasked Estep 
Score: -22452248.000000 Penalty: 5961.855469
	Iteration 77Q: 3 clusters Score -2.245225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 163355 members 
Entering Unmasked Estep 
Score: -22452254.000000 Penalty: 5961.855469
	Iteration 78Q: 3 clusters Score -2.245225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 163361 members 
Entering Unmasked Estep 
Score: -22452240.000000 Penalty: 5961.855469
	Iteration 79Q: 3 clusters Score -2.245224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 163363 members 
Entering Unmasked Estep 
Score: -22452238.000000 Penalty: 5961.855469
	Iteration 80F: 3 clusters Score -2.245224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 163365 members 
Entering Unmasked Estep 
Score: -22452254.000000 Penalty: 5961.855469
	Iteration 81Q: 3 clusters Score -2.245225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 163368 members 
Entering Unmasked Estep 
Score: -22452254.000000 Penalty: 5961.855469
	Iteration 82Q: 3 clusters Score -2.245225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 163375 members 
Entering Unmasked Estep 
Score: -22452256.000000 Penalty: 5961.855469
	Iteration 83Q: 3 clusters Score -2.245226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 163381 members 
Entering Unmasked Estep 
Score: -22452268.000000 Penalty: 5961.855469
	Iteration 84Q: 3 clusters Score -2.245227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 163387 members 
Entering Unmasked Estep 
Score: -22452288.000000 Penalty: 5961.855469
	Iteration 85Q: 3 clusters Score -2.245229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 163389 members 
Entering Unmasked Estep 
Score: -22452296.000000 Penalty: 5961.855469
	Iteration 86Q: 3 clusters Score -2.24523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 163393 members 
Entering Unmasked Estep 
Score: -22452284.000000 Penalty: 5961.855469
	Iteration 87Q: 3 clusters Score -2.245228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 163395 members 
Entering Unmasked Estep 
Score: -22452276.000000 Penalty: 5961.855469
	Iteration 88Q: 3 clusters Score -2.245228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 163397 members 
Entering Unmasked Estep 
Score: -22452274.000000 Penalty: 5961.855469
	Iteration 89Q: 3 clusters Score -2.245227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 163398 members 
Entering Unmasked Estep 
Score: -22452282.000000 Penalty: 5961.855469
	Iteration 90Q: 3 clusters Score -2.245228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 163400 members 
Entering Unmasked Estep 
Score: -22452288.000000 Penalty: 5961.855469
	Iteration 91Q: 3 clusters Score -2.245229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 163400 members 
Entering Unmasked Estep 
Score: -22452290.000000 Penalty: 5961.855469
	Iteration 92Q: 3 clusters Score -2.245229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 163402 members 
Entering Unmasked Estep 
Score: -22452280.000000 Penalty: 5961.855469
	Iteration 93Q: 3 clusters Score -2.245228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 163405 members 
Entering Unmasked Estep 
Score: -22452280.000000 Penalty: 5961.855469
	Iteration 94Q: 3 clusters Score -2.245228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 163409 members 
Entering Unmasked Estep 
Score: -22452286.000000 Penalty: 5961.855469
	Iteration 95Q: 3 clusters Score -2.245229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 163412 members 
Entering Unmasked Estep 
Score: -22452276.000000 Penalty: 5961.855469
	Iteration 96Q: 3 clusters Score -2.245228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 163415 members 
Entering Unmasked Estep 
Score: -22452276.000000 Penalty: 5961.855469
	Iteration 97Q: 3 clusters Score -2.245228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 163419 members 
Entering Unmasked Estep 
Score: -22452278.000000 Penalty: 5961.855469
	Iteration 98Q: 3 clusters Score -2.245228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 163420 members 
Entering Unmasked Estep 
Score: -22452278.000000 Penalty: 5961.855469
	Iteration 99Q: 3 clusters Score -2.245228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 163421 members 
Entering Unmasked Estep 
Score: -22452280.000000 Penalty: 5961.855469
	Iteration 100F: 3 clusters Score -2.245228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 163425 members 
Entering Unmasked Estep 
Score: -22452254.000000 Penalty: 5961.855469
	Iteration 101Q: 3 clusters Score -2.245225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 163428 members 
Entering Unmasked Estep 
Score: -22452266.000000 Penalty: 5961.855469
	Iteration 102Q: 3 clusters Score -2.245227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 163429 members 
Entering Unmasked Estep 
Score: -22452266.000000 Penalty: 5961.855469
	Iteration 103Q: 3 clusters Score -2.245227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 163437 members 
Entering Unmasked Estep 
Score: -22452276.000000 Penalty: 5961.855469
	Iteration 104Q: 3 clusters Score -2.245228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 163437 members 
Entering Unmasked Estep 
Score: -22452280.000000 Penalty: 5961.855469
	Iteration 105Q: 3 clusters Score -2.245228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 163440 members 
Entering Unmasked Estep 
Score: -22452284.000000 Penalty: 5961.855469
	Iteration 106Q: 3 clusters Score -2.245228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 163443 members 
Entering Unmasked Estep 
Score: -22452286.000000 Penalty: 5961.855469
	Iteration 107Q: 3 clusters Score -2.245229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 163446 members 
Entering Unmasked Estep 
Score: -22452280.000000 Penalty: 5961.855469
	Iteration 108Q: 3 clusters Score -2.245228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 163451 members 
Entering Unmasked Estep 
Score: -22452268.000000 Penalty: 5961.855469
	Iteration 109Q: 3 clusters Score -2.245227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 163456 members 
Entering Unmasked Estep 
Score: -22452280.000000 Penalty: 5961.855469
	Iteration 110Q: 3 clusters Score -2.245228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 163461 members 
Entering Unmasked Estep 
Score: -22452262.000000 Penalty: 5961.855469
	Iteration 111Q: 3 clusters Score -2.245226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 163465 members 
Entering Unmasked Estep 
Score: -22452278.000000 Penalty: 5961.855469
	Iteration 112Q: 3 clusters Score -2.245228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 163469 members 
Entering Unmasked Estep 
Score: -22452270.000000 Penalty: 5961.855469
	Iteration 113Q: 3 clusters Score -2.245227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 163478 members 
Entering Unmasked Estep 
Score: -22452270.000000 Penalty: 5961.855469
	Iteration 114Q: 3 clusters Score -2.245227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 163488 members 
Entering Unmasked Estep 
Score: -22452242.000000 Penalty: 5961.855469
	Iteration 115Q: 3 clusters Score -2.245224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 163499 members 
Entering Unmasked Estep 
Score: -22452236.000000 Penalty: 5961.855469
	Iteration 116Q: 3 clusters Score -2.245224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 163504 members 
Entering Unmasked Estep 
Score: -22452236.000000 Penalty: 5961.855469
	Iteration 117Q: 3 clusters Score -2.245224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 163509 members 
Entering Unmasked Estep 
Score: -22452244.000000 Penalty: 5961.855469
	Iteration 118Q: 3 clusters Score -2.245224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 163517 members 
Entering Unmasked Estep 
Score: -22452242.000000 Penalty: 5961.855469
	Iteration 119Q: 3 clusters Score -2.245224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 163520 members 
Entering Unmasked Estep 
Score: -22452232.000000 Penalty: 5961.855469
	Iteration 120F: 3 clusters Score -2.245223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 163520 members 
Entering Unmasked Estep 
Score: -22452236.000000 Penalty: 5961.855469
	Iteration 121Q: 3 clusters Score -2.245224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 163522 members 
Entering Unmasked Estep 
Score: -22452232.000000 Penalty: 5961.855469
	Iteration 122Q: 3 clusters Score -2.245223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 163525 members 
Entering Unmasked Estep 
Score: -22452238.000000 Penalty: 5961.855469
	Iteration 123Q: 3 clusters Score -2.245224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 163532 members 
Entering Unmasked Estep 
Score: -22452222.000000 Penalty: 5961.855469
	Iteration 124Q: 3 clusters Score -2.245222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 163537 members 
Entering Unmasked Estep 
Score: -22452236.000000 Penalty: 5961.855469
	Iteration 125Q: 3 clusters Score -2.245224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 163543 members 
Entering Unmasked Estep 
Score: -22452236.000000 Penalty: 5961.855469
	Iteration 126Q: 3 clusters Score -2.245224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 163548 members 
Entering Unmasked Estep 
Score: -22452232.000000 Penalty: 5961.855469
	Iteration 127Q: 3 clusters Score -2.245223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 163553 members 
Entering Unmasked Estep 
Score: -22452230.000000 Penalty: 5961.855469
	Iteration 128Q: 3 clusters Score -2.245223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 163557 members 
Entering Unmasked Estep 
Score: -22452216.000000 Penalty: 5961.855469
	Iteration 129Q: 3 clusters Score -2.245222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 163560 members 
Entering Unmasked Estep 
Score: -22452230.000000 Penalty: 5961.855469
	Iteration 130Q: 3 clusters Score -2.245223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 163562 members 
Entering Unmasked Estep 
Score: -22452222.000000 Penalty: 5961.855469
	Iteration 131Q: 3 clusters Score -2.245222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 163563 members 
Entering Unmasked Estep 
Score: -22452216.000000 Penalty: 5961.855469
	Iteration 132Q: 3 clusters Score -2.245222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 163567 members 
Entering Unmasked Estep 
Score: -22452222.000000 Penalty: 5961.855469
	Iteration 133Q: 3 clusters Score -2.245222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 163573 members 
Entering Unmasked Estep 
Score: -22452238.000000 Penalty: 5961.855469
	Iteration 134Q: 3 clusters Score -2.245224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 163578 members 
Entering Unmasked Estep 
Score: -22452238.000000 Penalty: 5961.855469
	Iteration 135Q: 3 clusters Score -2.245224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 163585 members 
Entering Unmasked Estep 
Score: -22452236.000000 Penalty: 5961.855469
	Iteration 136Q: 3 clusters Score -2.245224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 163587 members 
Entering Unmasked Estep 
Score: -22452230.000000 Penalty: 5961.855469
	Iteration 137Q: 3 clusters Score -2.245223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 163594 members 
Entering Unmasked Estep 
Score: -22452220.000000 Penalty: 5961.855469
	Iteration 138Q: 3 clusters Score -2.245222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 163595 members 
Entering Unmasked Estep 
Score: -22452218.000000 Penalty: 5961.855469
	Iteration 139Q: 3 clusters Score -2.245222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 163595 members 
Entering Unmasked Estep 
Score: -22452218.000000 Penalty: 5961.855469
	Iteration 140F: 3 clusters Score -2.245222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Entering Unmasked Estep 
Score: -6371732.000000 Penalty: 2670.113770
	Iteration 0F: 2 clusters Score -6371732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -6339702.500000 Penalty: 5340.227539
	Iteration 0F: 3 clusters Score -6339702 nChanged 21860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -6351836.000000 Penalty: 5340.227539
	Iteration 1F: 3 clusters Score -6351836 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -6352753.500000 Penalty: 5340.227539
	Iteration 2Q: 3 clusters Score -6352754 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -6354015.500000 Penalty: 5340.227539
	Iteration 3F: 3 clusters Score -6354016 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -6355833.000000 Penalty: 5340.227539
	Iteration 4F: 3 clusters Score -6355833 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -6358288.000000 Penalty: 5340.227539
	Iteration 5F: 3 clusters Score -6358288 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -6361248.000000 Penalty: 5340.227539
	Iteration 6F: 3 clusters Score -6361248 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -6364072.000000 Penalty: 5340.227539
	Iteration 7F: 3 clusters Score -6364072 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -6366574.000000 Penalty: 5340.227539
	Iteration 8F: 3 clusters Score -6366574 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -6368144.500000 Penalty: 5340.227539
	Iteration 9Q: 3 clusters Score -6368144 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -6369027.000000 Penalty: 5340.227539
	Iteration 10Q: 3 clusters Score -6369027 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -6369376.000000 Penalty: 5340.227539
	Iteration 11Q: 3 clusters Score -6369376 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -6369541.000000 Penalty: 5340.227539
	Iteration 12Q: 3 clusters Score -6369541 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -6369667.000000 Penalty: 5340.227539
	Iteration 13Q: 3 clusters Score -6369667 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -6369709.000000 Penalty: 5340.227539
	Iteration 14Q: 3 clusters Score -6369709 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -6369745.000000 Penalty: 5340.227539
	Iteration 15Q: 3 clusters Score -6369745 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -6369788.000000 Penalty: 5340.227539
	Iteration 16Q: 3 clusters Score -6369788 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -6369834.500000 Penalty: 5340.227539
	Iteration 17Q: 3 clusters Score -6369834 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -6369885.500000 Penalty: 5340.227539
	Iteration 18Q: 3 clusters Score -6369886 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -6369922.500000 Penalty: 5340.227539
	Iteration 19Q: 3 clusters Score -6369922 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -6369952.000000 Penalty: 5340.227539
	Iteration 20F: 3 clusters Score -6369952 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -6369976.500000 Penalty: 5340.227539
	Iteration 21Q: 3 clusters Score -6369976 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -6369995.000000 Penalty: 5340.227539
	Iteration 22Q: 3 clusters Score -6369995 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -6370014.000000 Penalty: 5340.227539
	Iteration 23Q: 3 clusters Score -6370014 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -6370034.000000 Penalty: 5340.227539
	Iteration 24Q: 3 clusters Score -6370034 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -6370027.500000 Penalty: 5340.227539
	Iteration 25Q: 3 clusters Score -6370028 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -6370055.000000 Penalty: 5340.227539
	Iteration 26Q: 3 clusters Score -6370055 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -6370061.000000 Penalty: 5340.227539
	Iteration 27Q: 3 clusters Score -6370061 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -6370092.000000 Penalty: 5340.227539
	Iteration 28Q: 3 clusters Score -6370092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -6370109.000000 Penalty: 5340.227539
	Iteration 29Q: 3 clusters Score -6370109 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -6370104.000000 Penalty: 5340.227539
	Iteration 30Q: 3 clusters Score -6370104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -6370109.000000 Penalty: 5340.227539
	Iteration 31Q: 3 clusters Score -6370109 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -6370115.000000 Penalty: 5340.227539
	Iteration 32Q: 3 clusters Score -6370115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -6370132.000000 Penalty: 5340.227539
	Iteration 33Q: 3 clusters Score -6370132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6370122.000000 Penalty: 5340.227539
	Iteration 34Q: 3 clusters Score -6370122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -6370134.000000 Penalty: 5340.227539
	Iteration 35Q: 3 clusters Score -6370134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -6370134.500000 Penalty: 5340.227539
	Iteration 36Q: 3 clusters Score -6370134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -6370149.000000 Penalty: 5340.227539
	Iteration 37Q: 3 clusters Score -6370149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -6370142.000000 Penalty: 5340.227539
	Iteration 38Q: 3 clusters Score -6370142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -6370143.000000 Penalty: 5340.227539
	Iteration 39Q: 3 clusters Score -6370143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -6370145.500000 Penalty: 5340.227539
	Iteration 40F: 3 clusters Score -6370146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -6370146.500000 Penalty: 5340.227539
	Iteration 41Q: 3 clusters Score -6370146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -6370146.500000 Penalty: 5340.227539
	Iteration 42Q: 3 clusters Score -6370146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -6370163.500000 Penalty: 5340.227539
	Iteration 43Q: 3 clusters Score -6370164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -6370164.500000 Penalty: 5340.227539
	Iteration 44Q: 3 clusters Score -6370164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -6370161.500000 Penalty: 5340.227539
	Iteration 45Q: 3 clusters Score -6370162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -6370156.000000 Penalty: 5340.227539
	Iteration 46Q: 3 clusters Score -6370156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -6370158.500000 Penalty: 5340.227539
	Iteration 47Q: 3 clusters Score -6370158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -6370165.500000 Penalty: 5340.227539
	Iteration 48Q: 3 clusters Score -6370166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -6370162.500000 Penalty: 5340.227539
	Iteration 49Q: 3 clusters Score -6370162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -6370164.500000 Penalty: 5340.227539
	Iteration 50Q: 3 clusters Score -6370164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -6370165.000000 Penalty: 5340.227539
	Iteration 51Q: 3 clusters Score -6370165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -6370167.500000 Penalty: 5340.227539
	Iteration 52Q: 3 clusters Score -6370168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -6370169.000000 Penalty: 5340.227539
	Iteration 53Q: 3 clusters Score -6370169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -6370171.500000 Penalty: 5340.227539
	Iteration 54Q: 3 clusters Score -6370172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6370176.500000 Penalty: 5340.227539
	Iteration 55Q: 3 clusters Score -6370176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6370172.500000 Penalty: 5340.227539
	Iteration 56Q: 3 clusters Score -6370172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -6370181.000000 Penalty: 5340.227539
	Iteration 57Q: 3 clusters Score -6370181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -6370173.500000 Penalty: 5340.227539
	Iteration 58Q: 3 clusters Score -6370174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -6370175.000000 Penalty: 5340.227539
	Iteration 59Q: 3 clusters Score -6370175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -6370173.500000 Penalty: 5340.227539
	Iteration 60F: 3 clusters Score -6370174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -6370176.000000 Penalty: 5340.227539
	Iteration 61Q: 3 clusters Score -6370176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -6370176.000000 Penalty: 5340.227539
	Iteration 62F: 3 clusters Score -6370176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -45004.183594 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -45004.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43590.179688 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -43590.18 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43814.765625 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -43814.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43984.992188 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -43984.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44068.148438 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -44068.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44093.082031 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -44093.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44137.269531 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -44137.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44171.214844 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -44171.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44186.968750 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -44186.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44195.566406 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -44195.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44203.871094 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -44203.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44216.878906 Penalty: 2956.658691
	Iteration 10Q: 3 clusters Score -44216.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44226.410156 Penalty: 2956.658691
	Iteration 11Q: 3 clusters Score -44226.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44244.121094 Penalty: 2956.658691
	Iteration 12Q: 3 clusters Score -44244.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44253.574219 Penalty: 2956.658691
	Iteration 13Q: 3 clusters Score -44253.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44253.574219 Penalty: 2956.658691
	Iteration 14F: 3 clusters Score -44253.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (93789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93789 members 
Entering Unmasked Estep 
Score: -12158197.000000 Penalty: 2839.303223
	Iteration 0F: 2 clusters Score -1.21582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -12095780.000000 Penalty: 5678.606445
	Iteration 0F: 3 clusters Score -1.209578e+07 nChanged 44281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -12121081.000000 Penalty: 5678.606445
	Iteration 1F: 3 clusters Score -1.212108e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -12122656.000000 Penalty: 5678.606445
	Iteration 2Q: 3 clusters Score -1.212266e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -12125259.000000 Penalty: 5678.606445
	Iteration 3F: 3 clusters Score -1.212526e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -12129296.000000 Penalty: 5678.606445
	Iteration 4F: 3 clusters Score -1.21293e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -12133479.000000 Penalty: 5678.606445
	Iteration 5F: 3 clusters Score -1.213348e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -12137222.000000 Penalty: 5678.606445
	Iteration 6F: 3 clusters Score -1.213722e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -12139708.000000 Penalty: 5678.606445
	Iteration 7F: 3 clusters Score -1.213971e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -12140854.000000 Penalty: 5678.606445
	Iteration 8Q: 3 clusters Score -1.214085e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56137 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -12141404.000000 Penalty: 5678.606445
	Iteration 9Q: 3 clusters Score -1.21414e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -12141671.000000 Penalty: 5678.606445
	Iteration 10Q: 3 clusters Score -1.214167e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57472 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -12141799.000000 Penalty: 5678.606445
	Iteration 11Q: 3 clusters Score -1.21418e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -12141902.000000 Penalty: 5678.606445
	Iteration 12Q: 3 clusters Score -1.21419e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -12142082.000000 Penalty: 5678.606445
	Iteration 13Q: 3 clusters Score -1.214208e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -12142258.000000 Penalty: 5678.606445
	Iteration 14Q: 3 clusters Score -1.214226e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61290 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -12142448.000000 Penalty: 5678.606445
	Iteration 15Q: 3 clusters Score -1.214245e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62637 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -12142716.000000 Penalty: 5678.606445
	Iteration 16Q: 3 clusters Score -1.214272e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64236 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -12143023.000000 Penalty: 5678.606445
	Iteration 17Q: 3 clusters Score -1.214302e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66084 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -12143467.000000 Penalty: 5678.606445
	Iteration 18Q: 3 clusters Score -1.214347e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68148 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -12143880.000000 Penalty: 5678.606445
	Iteration 19Q: 3 clusters Score -1.214388e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70357 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -12144620.000000 Penalty: 5678.606445
	Iteration 20F: 3 clusters Score -1.214462e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72902 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -12145530.000000 Penalty: 5678.606445
	Iteration 21Q: 3 clusters Score -1.214553e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75764 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -12146697.000000 Penalty: 5678.606445
	Iteration 22Q: 3 clusters Score -1.21467e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78764 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -12148119.000000 Penalty: 5678.606445
	Iteration 23Q: 3 clusters Score -1.214812e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81779 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -12149757.000000 Penalty: 5678.606445
	Iteration 24Q: 3 clusters Score -1.214976e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84549 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -12151132.000000 Penalty: 5678.606445
	Iteration 25Q: 3 clusters Score -1.215113e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86861 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -12152374.000000 Penalty: 5678.606445
	Iteration 26Q: 3 clusters Score -1.215237e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88760 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -12153456.000000 Penalty: 5678.606445
	Iteration 27Q: 3 clusters Score -1.215346e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90291 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -12154410.000000 Penalty: 5678.606445
	Iteration 28Q: 3 clusters Score -1.215441e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91349 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -12154989.000000 Penalty: 5678.606445
	Iteration 29Q: 3 clusters Score -1.215499e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92035 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -12155340.000000 Penalty: 5678.606445
	Iteration 30Q: 3 clusters Score -1.215534e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92445 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -12155603.000000 Penalty: 5678.606445
	Iteration 31Q: 3 clusters Score -1.21556e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92691 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -12155745.000000 Penalty: 5678.606445
	Iteration 32Q: 3 clusters Score -1.215574e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92826 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -12155818.000000 Penalty: 5678.606445
	Iteration 33Q: 3 clusters Score -1.215582e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92921 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -12155870.000000 Penalty: 5678.606445
	Iteration 34Q: 3 clusters Score -1.215587e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92984 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -12155893.000000 Penalty: 5678.606445
	Iteration 35Q: 3 clusters Score -1.215589e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93013 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -12155922.000000 Penalty: 5678.606445
	Iteration 36Q: 3 clusters Score -1.215592e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93039 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -12155958.000000 Penalty: 5678.606445
	Iteration 37Q: 3 clusters Score -1.215596e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93061 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -12155960.000000 Penalty: 5678.606445
	Iteration 38Q: 3 clusters Score -1.215596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93073 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -12155971.000000 Penalty: 5678.606445
	Iteration 39Q: 3 clusters Score -1.215597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93080 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -12155967.000000 Penalty: 5678.606445
	Iteration 40F: 3 clusters Score -1.215597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93084 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -12155973.000000 Penalty: 5678.606445
	Iteration 41Q: 3 clusters Score -1.215597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93086 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -12155980.000000 Penalty: 5678.606445
	Iteration 42Q: 3 clusters Score -1.215598e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93091 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -12155970.000000 Penalty: 5678.606445
	Iteration 43Q: 3 clusters Score -1.215597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93092 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12155977.000000 Penalty: 5678.606445
	Iteration 44Q: 3 clusters Score -1.215598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93095 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -12155969.000000 Penalty: 5678.606445
	Iteration 45Q: 3 clusters Score -1.215597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93097 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -12155972.000000 Penalty: 5678.606445
	Iteration 46Q: 3 clusters Score -1.215597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93097 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -12155972.000000 Penalty: 5678.606445
	Iteration 47F: 3 clusters Score -1.215597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (150937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150937 members 
Entering Unmasked Estep 
Score: -20053200.000000 Penalty: 2957.305176
	Iteration 0F: 2 clusters Score -2.00532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75507 members 
Mstep: Class 2 contains 75430 members 
Entering Unmasked Estep 
Score: -19952776.000000 Penalty: 5914.610352
	Iteration 0F: 3 clusters Score -1.995278e+07 nChanged 72322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76735 members 
Mstep: Class 2 contains 74202 members 
Entering Unmasked Estep 
Score: -19994246.000000 Penalty: 5914.610352
	Iteration 1F: 3 clusters Score -1.999425e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77134 members 
Mstep: Class 2 contains 73803 members 
Entering Unmasked Estep 
Score: -19995172.000000 Penalty: 5914.610352
	Iteration 2Q: 3 clusters Score -1.999517e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77655 members 
Mstep: Class 2 contains 73282 members 
Entering Unmasked Estep 
Score: -19996422.000000 Penalty: 5914.610352
	Iteration 3Q: 3 clusters Score -1.999642e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78255 members 
Mstep: Class 2 contains 72682 members 
Entering Unmasked Estep 
Score: -19998110.000000 Penalty: 5914.610352
	Iteration 4Q: 3 clusters Score -1.999811e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78943 members 
Mstep: Class 2 contains 71994 members 
Entering Unmasked Estep 
Score: -20000428.000000 Penalty: 5914.610352
	Iteration 5Q: 3 clusters Score -2.000043e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79687 members 
Mstep: Class 2 contains 71250 members 
Entering Unmasked Estep 
Score: -20004604.000000 Penalty: 5914.610352
	Iteration 6Q: 3 clusters Score -2.00046e+07 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80181 members 
Mstep: Class 2 contains 70756 members 
Entering Unmasked Estep 
Score: -20011150.000000 Penalty: 5914.610352
	Iteration 7F: 3 clusters Score -2.001115e+07 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80324 members 
Mstep: Class 2 contains 70613 members 
Entering Unmasked Estep 
Score: -20019528.000000 Penalty: 5914.610352
	Iteration 8F: 3 clusters Score -2.001953e+07 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80041 members 
Mstep: Class 2 contains 70896 members 
Entering Unmasked Estep 
Score: -20027206.000000 Penalty: 5914.610352
	Iteration 9F: 3 clusters Score -2.002721e+07 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79508 members 
Mstep: Class 2 contains 71429 members 
Entering Unmasked Estep 
Score: -20032092.000000 Penalty: 5914.610352
	Iteration 10F: 3 clusters Score -2.003209e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78722 members 
Mstep: Class 2 contains 72215 members 
Entering Unmasked Estep 
Score: -20034140.000000 Penalty: 5914.610352
	Iteration 11Q: 3 clusters Score -2.003414e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77809 members 
Mstep: Class 2 contains 73128 members 
Entering Unmasked Estep 
Score: -20035052.000000 Penalty: 5914.610352
	Iteration 12Q: 3 clusters Score -2.003505e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76614 members 
Mstep: Class 2 contains 74323 members 
Entering Unmasked Estep 
Score: -20035768.000000 Penalty: 5914.610352
	Iteration 13Q: 3 clusters Score -2.003577e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75144 members 
Mstep: Class 2 contains 75793 members 
Entering Unmasked Estep 
Score: -20036612.000000 Penalty: 5914.610352
	Iteration 14Q: 3 clusters Score -2.003661e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73303 members 
Mstep: Class 2 contains 77634 members 
Entering Unmasked Estep 
Score: -20037574.000000 Penalty: 5914.610352
	Iteration 15Q: 3 clusters Score -2.003757e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71272 members 
Mstep: Class 2 contains 79665 members 
Entering Unmasked Estep 
Score: -20038788.000000 Penalty: 5914.610352
	Iteration 16Q: 3 clusters Score -2.003879e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69037 members 
Mstep: Class 2 contains 81900 members 
Entering Unmasked Estep 
Score: -20040006.000000 Penalty: 5914.610352
	Iteration 17Q: 3 clusters Score -2.004001e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66793 members 
Mstep: Class 2 contains 84144 members 
Entering Unmasked Estep 
Score: -20041142.000000 Penalty: 5914.610352
	Iteration 18Q: 3 clusters Score -2.004114e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64604 members 
Mstep: Class 2 contains 86333 members 
Entering Unmasked Estep 
Score: -20042214.000000 Penalty: 5914.610352
	Iteration 19Q: 3 clusters Score -2.004221e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 88368 members 
Entering Unmasked Estep 
Score: -20043048.000000 Penalty: 5914.610352
	Iteration 20F: 3 clusters Score -2.004305e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60608 members 
Mstep: Class 2 contains 90329 members 
Entering Unmasked Estep 
Score: -20043692.000000 Penalty: 5914.610352
	Iteration 21Q: 3 clusters Score -2.004369e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 92112 members 
Entering Unmasked Estep 
Score: -20043984.000000 Penalty: 5914.610352
	Iteration 22Q: 3 clusters Score -2.004398e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57168 members 
Mstep: Class 2 contains 93769 members 
Entering Unmasked Estep 
Score: -20044400.000000 Penalty: 5914.610352
	Iteration 23Q: 3 clusters Score -2.00444e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 95392 members 
Entering Unmasked Estep 
Score: -20044606.000000 Penalty: 5914.610352
	Iteration 24Q: 3 clusters Score -2.004461e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 97009 members 
Entering Unmasked Estep 
Score: -20044810.000000 Penalty: 5914.610352
	Iteration 25Q: 3 clusters Score -2.004481e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 98548 members 
Entering Unmasked Estep 
Score: -20045014.000000 Penalty: 5914.610352
	Iteration 26Q: 3 clusters Score -2.004501e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 100019 members 
Entering Unmasked Estep 
Score: -20045220.000000 Penalty: 5914.610352
	Iteration 27Q: 3 clusters Score -2.004522e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 101403 members 
Entering Unmasked Estep 
Score: -20045460.000000 Penalty: 5914.610352
	Iteration 28Q: 3 clusters Score -2.004546e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 102802 members 
Entering Unmasked Estep 
Score: -20045602.000000 Penalty: 5914.610352
	Iteration 29Q: 3 clusters Score -2.00456e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 104167 members 
Entering Unmasked Estep 
Score: -20045894.000000 Penalty: 5914.610352
	Iteration 30Q: 3 clusters Score -2.004589e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 105525 members 
Entering Unmasked Estep 
Score: -20045996.000000 Penalty: 5914.610352
	Iteration 31Q: 3 clusters Score -2.0046e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 106881 members 
Entering Unmasked Estep 
Score: -20046220.000000 Penalty: 5914.610352
	Iteration 32Q: 3 clusters Score -2.004622e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 108218 members 
Entering Unmasked Estep 
Score: -20046424.000000 Penalty: 5914.610352
	Iteration 33Q: 3 clusters Score -2.004642e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 109498 members 
Entering Unmasked Estep 
Score: -20046668.000000 Penalty: 5914.610352
	Iteration 34Q: 3 clusters Score -2.004667e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 110776 members 
Entering Unmasked Estep 
Score: -20046850.000000 Penalty: 5914.610352
	Iteration 35Q: 3 clusters Score -2.004685e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 112027 members 
Entering Unmasked Estep 
Score: -20047066.000000 Penalty: 5914.610352
	Iteration 36Q: 3 clusters Score -2.004707e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 113227 members 
Entering Unmasked Estep 
Score: -20047300.000000 Penalty: 5914.610352
	Iteration 37Q: 3 clusters Score -2.00473e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 114388 members 
Entering Unmasked Estep 
Score: -20047414.000000 Penalty: 5914.610352
	Iteration 38Q: 3 clusters Score -2.004741e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 115549 members 
Entering Unmasked Estep 
Score: -20047598.000000 Penalty: 5914.610352
	Iteration 39Q: 3 clusters Score -2.00476e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 116635 members 
Entering Unmasked Estep 
Score: -20047760.000000 Penalty: 5914.610352
	Iteration 40F: 3 clusters Score -2.004776e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 117649 members 
Entering Unmasked Estep 
Score: -20047894.000000 Penalty: 5914.610352
	Iteration 41Q: 3 clusters Score -2.004789e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 118686 members 
Entering Unmasked Estep 
Score: -20047952.000000 Penalty: 5914.610352
	Iteration 42Q: 3 clusters Score -2.004795e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 119692 members 
Entering Unmasked Estep 
Score: -20048002.000000 Penalty: 5914.610352
	Iteration 43Q: 3 clusters Score -2.0048e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 120672 members 
Entering Unmasked Estep 
Score: -20048194.000000 Penalty: 5914.610352
	Iteration 44Q: 3 clusters Score -2.004819e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 121642 members 
Entering Unmasked Estep 
Score: -20048378.000000 Penalty: 5914.610352
	Iteration 45Q: 3 clusters Score -2.004838e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 122577 members 
Entering Unmasked Estep 
Score: -20048534.000000 Penalty: 5914.610352
	Iteration 46Q: 3 clusters Score -2.004853e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 123459 members 
Entering Unmasked Estep 
Score: -20048662.000000 Penalty: 5914.610352
	Iteration 47Q: 3 clusters Score -2.004866e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 124271 members 
Entering Unmasked Estep 
Score: -20048770.000000 Penalty: 5914.610352
	Iteration 48Q: 3 clusters Score -2.004877e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 125086 members 
Entering Unmasked Estep 
Score: -20048906.000000 Penalty: 5914.610352
	Iteration 49Q: 3 clusters Score -2.004891e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 125896 members 
Entering Unmasked Estep 
Score: -20048944.000000 Penalty: 5914.610352
	Iteration 50Q: 3 clusters Score -2.004894e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 126730 members 
Entering Unmasked Estep 
Score: -20049116.000000 Penalty: 5914.610352
	Iteration 51Q: 3 clusters Score -2.004912e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 127544 members 
Entering Unmasked Estep 
Score: -20049324.000000 Penalty: 5914.610352
	Iteration 52Q: 3 clusters Score -2.004932e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 128334 members 
Entering Unmasked Estep 
Score: -20049450.000000 Penalty: 5914.610352
	Iteration 53Q: 3 clusters Score -2.004945e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 129036 members 
Entering Unmasked Estep 
Score: -20049484.000000 Penalty: 5914.610352
	Iteration 54Q: 3 clusters Score -2.004948e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 129724 members 
Entering Unmasked Estep 
Score: -20049618.000000 Penalty: 5914.610352
	Iteration 55Q: 3 clusters Score -2.004962e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 130373 members 
Entering Unmasked Estep 
Score: -20049700.000000 Penalty: 5914.610352
	Iteration 56Q: 3 clusters Score -2.00497e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 130965 members 
Entering Unmasked Estep 
Score: -20049788.000000 Penalty: 5914.610352
	Iteration 57Q: 3 clusters Score -2.004979e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 131481 members 
Entering Unmasked Estep 
Score: -20049796.000000 Penalty: 5914.610352
	Iteration 58Q: 3 clusters Score -2.00498e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 131929 members 
Entering Unmasked Estep 
Score: -20049810.000000 Penalty: 5914.610352
	Iteration 59Q: 3 clusters Score -2.004981e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 132365 members 
Entering Unmasked Estep 
Score: -20049842.000000 Penalty: 5914.610352
	Iteration 60F: 3 clusters Score -2.004984e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 132803 members 
Entering Unmasked Estep 
Score: -20049876.000000 Penalty: 5914.610352
	Iteration 61Q: 3 clusters Score -2.004988e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 133220 members 
Entering Unmasked Estep 
Score: -20049886.000000 Penalty: 5914.610352
	Iteration 62Q: 3 clusters Score -2.004989e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 133621 members 
Entering Unmasked Estep 
Score: -20049896.000000 Penalty: 5914.610352
	Iteration 63Q: 3 clusters Score -2.00499e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 133985 members 
Entering Unmasked Estep 
Score: -20049896.000000 Penalty: 5914.610352
	Iteration 64Q: 3 clusters Score -2.00499e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 134342 members 
Entering Unmasked Estep 
Score: -20049980.000000 Penalty: 5914.610352
	Iteration 65Q: 3 clusters Score -2.004998e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 134650 members 
Entering Unmasked Estep 
Score: -20049978.000000 Penalty: 5914.610352
	Iteration 66Q: 3 clusters Score -2.004998e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 134959 members 
Entering Unmasked Estep 
Score: -20049962.000000 Penalty: 5914.610352
	Iteration 67Q: 3 clusters Score -2.004996e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 135250 members 
Entering Unmasked Estep 
Score: -20049990.000000 Penalty: 5914.610352
	Iteration 68Q: 3 clusters Score -2.004999e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 135541 members 
Entering Unmasked Estep 
Score: -20049948.000000 Penalty: 5914.610352
	Iteration 69Q: 3 clusters Score -2.004995e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 135821 members 
Entering Unmasked Estep 
Score: -20050000.000000 Penalty: 5914.610352
	Iteration 70Q: 3 clusters Score -2.005e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 136098 members 
Entering Unmasked Estep 
Score: -20050010.000000 Penalty: 5914.610352
	Iteration 71Q: 3 clusters Score -2.005001e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 136385 members 
Entering Unmasked Estep 
Score: -20050004.000000 Penalty: 5914.610352
	Iteration 72Q: 3 clusters Score -2.005e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 136657 members 
Entering Unmasked Estep 
Score: -20050062.000000 Penalty: 5914.610352
	Iteration 73Q: 3 clusters Score -2.005006e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 136922 members 
Entering Unmasked Estep 
Score: -20050080.000000 Penalty: 5914.610352
	Iteration 74Q: 3 clusters Score -2.005008e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 137188 members 
Entering Unmasked Estep 
Score: -20050138.000000 Penalty: 5914.610352
	Iteration 75Q: 3 clusters Score -2.005014e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 137449 members 
Entering Unmasked Estep 
Score: -20050184.000000 Penalty: 5914.610352
	Iteration 76Q: 3 clusters Score -2.005018e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 137711 members 
Entering Unmasked Estep 
Score: -20050210.000000 Penalty: 5914.610352
	Iteration 77Q: 3 clusters Score -2.005021e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 137942 members 
Entering Unmasked Estep 
Score: -20050218.000000 Penalty: 5914.610352
	Iteration 78Q: 3 clusters Score -2.005022e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 138123 members 
Entering Unmasked Estep 
Score: -20050210.000000 Penalty: 5914.610352
	Iteration 79Q: 3 clusters Score -2.005021e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 138291 members 
Entering Unmasked Estep 
Score: -20050192.000000 Penalty: 5914.610352
	Iteration 80F: 3 clusters Score -2.005019e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 138446 members 
Entering Unmasked Estep 
Score: -20050214.000000 Penalty: 5914.610352
	Iteration 81Q: 3 clusters Score -2.005021e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 138599 members 
Entering Unmasked Estep 
Score: -20050208.000000 Penalty: 5914.610352
	Iteration 82Q: 3 clusters Score -2.005021e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 138725 members 
Entering Unmasked Estep 
Score: -20050214.000000 Penalty: 5914.610352
	Iteration 83Q: 3 clusters Score -2.005021e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 138852 members 
Entering Unmasked Estep 
Score: -20050228.000000 Penalty: 5914.610352
	Iteration 84Q: 3 clusters Score -2.005023e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 139001 members 
Entering Unmasked Estep 
Score: -20050218.000000 Penalty: 5914.610352
	Iteration 85Q: 3 clusters Score -2.005022e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 139134 members 
Entering Unmasked Estep 
Score: -20050214.000000 Penalty: 5914.610352
	Iteration 86Q: 3 clusters Score -2.005021e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 139258 members 
Entering Unmasked Estep 
Score: -20050206.000000 Penalty: 5914.610352
	Iteration 87Q: 3 clusters Score -2.005021e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 139376 members 
Entering Unmasked Estep 
Score: -20050184.000000 Penalty: 5914.610352
	Iteration 88Q: 3 clusters Score -2.005018e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 139491 members 
Entering Unmasked Estep 
Score: -20050240.000000 Penalty: 5914.610352
	Iteration 89Q: 3 clusters Score -2.005024e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 139615 members 
Entering Unmasked Estep 
Score: -20050234.000000 Penalty: 5914.610352
	Iteration 90Q: 3 clusters Score -2.005023e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 139728 members 
Entering Unmasked Estep 
Score: -20050274.000000 Penalty: 5914.610352
	Iteration 91Q: 3 clusters Score -2.005027e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 139841 members 
Entering Unmasked Estep 
Score: -20050234.000000 Penalty: 5914.610352
	Iteration 92Q: 3 clusters Score -2.005023e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 139946 members 
Entering Unmasked Estep 
Score: -20050252.000000 Penalty: 5914.610352
	Iteration 93Q: 3 clusters Score -2.005025e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 140057 members 
Entering Unmasked Estep 
Score: -20050284.000000 Penalty: 5914.610352
	Iteration 94Q: 3 clusters Score -2.005028e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 140166 members 
Entering Unmasked Estep 
Score: -20050308.000000 Penalty: 5914.610352
	Iteration 95Q: 3 clusters Score -2.005031e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 140269 members 
Entering Unmasked Estep 
Score: -20050274.000000 Penalty: 5914.610352
	Iteration 96Q: 3 clusters Score -2.005027e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 140378 members 
Entering Unmasked Estep 
Score: -20050262.000000 Penalty: 5914.610352
	Iteration 97Q: 3 clusters Score -2.005026e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 140474 members 
Entering Unmasked Estep 
Score: -20050264.000000 Penalty: 5914.610352
	Iteration 98Q: 3 clusters Score -2.005026e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 140567 members 
Entering Unmasked Estep 
Score: -20050272.000000 Penalty: 5914.610352
	Iteration 99Q: 3 clusters Score -2.005027e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 140660 members 
Entering Unmasked Estep 
Score: -20050248.000000 Penalty: 5914.610352
	Iteration 100F: 3 clusters Score -2.005025e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 140733 members 
Entering Unmasked Estep 
Score: -20050274.000000 Penalty: 5914.610352
	Iteration 101Q: 3 clusters Score -2.005027e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 140803 members 
Entering Unmasked Estep 
Score: -20050252.000000 Penalty: 5914.610352
	Iteration 102Q: 3 clusters Score -2.005025e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 140865 members 
Entering Unmasked Estep 
Score: -20050254.000000 Penalty: 5914.610352
	Iteration 103Q: 3 clusters Score -2.005025e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 140934 members 
Entering Unmasked Estep 
Score: -20050270.000000 Penalty: 5914.610352
	Iteration 104Q: 3 clusters Score -2.005027e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 141015 members 
Entering Unmasked Estep 
Score: -20050278.000000 Penalty: 5914.610352
	Iteration 105Q: 3 clusters Score -2.005028e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 141093 members 
Entering Unmasked Estep 
Score: -20050290.000000 Penalty: 5914.610352
	Iteration 106Q: 3 clusters Score -2.005029e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 141163 members 
Entering Unmasked Estep 
Score: -20050290.000000 Penalty: 5914.610352
	Iteration 107Q: 3 clusters Score -2.005029e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 141233 members 
Entering Unmasked Estep 
Score: -20050312.000000 Penalty: 5914.610352
	Iteration 108Q: 3 clusters Score -2.005031e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 141300 members 
Entering Unmasked Estep 
Score: -20050260.000000 Penalty: 5914.610352
	Iteration 109Q: 3 clusters Score -2.005026e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 141363 members 
Entering Unmasked Estep 
Score: -20050264.000000 Penalty: 5914.610352
	Iteration 110Q: 3 clusters Score -2.005026e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 141416 members 
Entering Unmasked Estep 
Score: -20050286.000000 Penalty: 5914.610352
	Iteration 111Q: 3 clusters Score -2.005029e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 141480 members 
Entering Unmasked Estep 
Score: -20050300.000000 Penalty: 5914.610352
	Iteration 112Q: 3 clusters Score -2.00503e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 141549 members 
Entering Unmasked Estep 
Score: -20050328.000000 Penalty: 5914.610352
	Iteration 113Q: 3 clusters Score -2.005033e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 141604 members 
Entering Unmasked Estep 
Score: -20050324.000000 Penalty: 5914.610352
	Iteration 114Q: 3 clusters Score -2.005032e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 141661 members 
Entering Unmasked Estep 
Score: -20050306.000000 Penalty: 5914.610352
	Iteration 115Q: 3 clusters Score -2.005031e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 141721 members 
Entering Unmasked Estep 
Score: -20050316.000000 Penalty: 5914.610352
	Iteration 116Q: 3 clusters Score -2.005032e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 141783 members 
Entering Unmasked Estep 
Score: -20050346.000000 Penalty: 5914.610352
	Iteration 117Q: 3 clusters Score -2.005035e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 141854 members 
Entering Unmasked Estep 
Score: -20050376.000000 Penalty: 5914.610352
	Iteration 118Q: 3 clusters Score -2.005038e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 141921 members 
Entering Unmasked Estep 
Score: -20050372.000000 Penalty: 5914.610352
	Iteration 119Q: 3 clusters Score -2.005037e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 141982 members 
Entering Unmasked Estep 
Score: -20050382.000000 Penalty: 5914.610352
	Iteration 120F: 3 clusters Score -2.005038e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 142039 members 
Entering Unmasked Estep 
Score: -20050392.000000 Penalty: 5914.610352
	Iteration 121Q: 3 clusters Score -2.005039e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 142080 members 
Entering Unmasked Estep 
Score: -20050386.000000 Penalty: 5914.610352
	Iteration 122Q: 3 clusters Score -2.005039e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 142113 members 
Entering Unmasked Estep 
Score: -20050388.000000 Penalty: 5914.610352
	Iteration 123Q: 3 clusters Score -2.005039e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 142145 members 
Entering Unmasked Estep 
Score: -20050376.000000 Penalty: 5914.610352
	Iteration 124Q: 3 clusters Score -2.005038e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 142178 members 
Entering Unmasked Estep 
Score: -20050384.000000 Penalty: 5914.610352
	Iteration 125Q: 3 clusters Score -2.005038e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 142205 members 
Entering Unmasked Estep 
Score: -20050376.000000 Penalty: 5914.610352
	Iteration 126Q: 3 clusters Score -2.005038e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 142230 members 
Entering Unmasked Estep 
Score: -20050382.000000 Penalty: 5914.610352
	Iteration 127Q: 3 clusters Score -2.005038e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 142259 members 
Entering Unmasked Estep 
Score: -20050376.000000 Penalty: 5914.610352
	Iteration 128Q: 3 clusters Score -2.005038e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 142289 members 
Entering Unmasked Estep 
Score: -20050374.000000 Penalty: 5914.610352
	Iteration 129Q: 3 clusters Score -2.005037e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 142314 members 
Entering Unmasked Estep 
Score: -20050402.000000 Penalty: 5914.610352
	Iteration 130Q: 3 clusters Score -2.00504e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 142344 members 
Entering Unmasked Estep 
Score: -20050390.000000 Penalty: 5914.610352
	Iteration 131Q: 3 clusters Score -2.005039e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 142376 members 
Entering Unmasked Estep 
Score: -20050380.000000 Penalty: 5914.610352
	Iteration 132Q: 3 clusters Score -2.005038e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 142416 members 
Entering Unmasked Estep 
Score: -20050378.000000 Penalty: 5914.610352
	Iteration 133Q: 3 clusters Score -2.005038e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 142453 members 
Entering Unmasked Estep 
Score: -20050406.000000 Penalty: 5914.610352
	Iteration 134Q: 3 clusters Score -2.005041e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 142491 members 
Entering Unmasked Estep 
Score: -20050372.000000 Penalty: 5914.610352
	Iteration 135Q: 3 clusters Score -2.005037e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 142518 members 
Entering Unmasked Estep 
Score: -20050378.000000 Penalty: 5914.610352
	Iteration 136Q: 3 clusters Score -2.005038e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 142545 members 
Entering Unmasked Estep 
Score: -20050372.000000 Penalty: 5914.610352
	Iteration 137Q: 3 clusters Score -2.005037e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 142569 members 
Entering Unmasked Estep 
Score: -20050374.000000 Penalty: 5914.610352
	Iteration 138Q: 3 clusters Score -2.005037e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 142598 members 
Entering Unmasked Estep 
Score: -20050364.000000 Penalty: 5914.610352
	Iteration 139Q: 3 clusters Score -2.005036e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 142618 members 
Entering Unmasked Estep 
Score: -20050382.000000 Penalty: 5914.610352
	Iteration 140F: 3 clusters Score -2.005038e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 142632 members 
Entering Unmasked Estep 
Score: -20050384.000000 Penalty: 5914.610352
	Iteration 141Q: 3 clusters Score -2.005038e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 142652 members 
Entering Unmasked Estep 
Score: -20050384.000000 Penalty: 5914.610352
	Iteration 142Q: 3 clusters Score -2.005038e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 142674 members 
Entering Unmasked Estep 
Score: -20050376.000000 Penalty: 5914.610352
	Iteration 143Q: 3 clusters Score -2.005038e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 142701 members 
Entering Unmasked Estep 
Score: -20050376.000000 Penalty: 5914.610352
	Iteration 144Q: 3 clusters Score -2.005038e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 142726 members 
Entering Unmasked Estep 
Score: -20050382.000000 Penalty: 5914.610352
	Iteration 145Q: 3 clusters Score -2.005038e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 142752 members 
Entering Unmasked Estep 
Score: -20050394.000000 Penalty: 5914.610352
	Iteration 146Q: 3 clusters Score -2.005039e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 142773 members 
Entering Unmasked Estep 
Score: -20050384.000000 Penalty: 5914.610352
	Iteration 147Q: 3 clusters Score -2.005038e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 142792 members 
Entering Unmasked Estep 
Score: -20050388.000000 Penalty: 5914.610352
	Iteration 148Q: 3 clusters Score -2.005039e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 142806 members 
Entering Unmasked Estep 
Score: -20050392.000000 Penalty: 5914.610352
	Iteration 149Q: 3 clusters Score -2.005039e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 142821 members 
Entering Unmasked Estep 
Score: -20050392.000000 Penalty: 5914.610352
	Iteration 150Q: 3 clusters Score -2.005039e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 142839 members 
Entering Unmasked Estep 
Score: -20050386.000000 Penalty: 5914.610352
	Iteration 151Q: 3 clusters Score -2.005039e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 142855 members 
Entering Unmasked Estep 
Score: -20050400.000000 Penalty: 5914.610352
	Iteration 152Q: 3 clusters Score -2.00504e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 142875 members 
Entering Unmasked Estep 
Score: -20050378.000000 Penalty: 5914.610352
	Iteration 153Q: 3 clusters Score -2.005038e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 142891 members 
Entering Unmasked Estep 
Score: -20050392.000000 Penalty: 5914.610352
	Iteration 154Q: 3 clusters Score -2.005039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 142900 members 
Entering Unmasked Estep 
Score: -20050400.000000 Penalty: 5914.610352
	Iteration 155Q: 3 clusters Score -2.00504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 142909 members 
Entering Unmasked Estep 
Score: -20050396.000000 Penalty: 5914.610352
	Iteration 156Q: 3 clusters Score -2.00504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 142919 members 
Entering Unmasked Estep 
Score: -20050394.000000 Penalty: 5914.610352
	Iteration 157Q: 3 clusters Score -2.005039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 142926 members 
Entering Unmasked Estep 
Score: -20050402.000000 Penalty: 5914.610352
	Iteration 158Q: 3 clusters Score -2.00504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 142932 members 
Entering Unmasked Estep 
Score: -20050394.000000 Penalty: 5914.610352
	Iteration 159Q: 3 clusters Score -2.005039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 142937 members 
Entering Unmasked Estep 
Score: -20050378.000000 Penalty: 5914.610352
	Iteration 160F: 3 clusters Score -2.005038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 142942 members 
Entering Unmasked Estep 
Score: -20050378.000000 Penalty: 5914.610352
	Iteration 161Q: 3 clusters Score -2.005038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 142946 members 
Entering Unmasked Estep 
Score: -20050386.000000 Penalty: 5914.610352
	Iteration 162Q: 3 clusters Score -2.005039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 142951 members 
Entering Unmasked Estep 
Score: -20050380.000000 Penalty: 5914.610352
	Iteration 163Q: 3 clusters Score -2.005038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 142957 members 
Entering Unmasked Estep 
Score: -20050398.000000 Penalty: 5914.610352
	Iteration 164Q: 3 clusters Score -2.00504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 142957 members 
Entering Unmasked Estep 
Score: -20050398.000000 Penalty: 5914.610352
	Iteration 165F: 3 clusters Score -2.00504e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (155542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155542 members 
Entering Unmasked Estep 
Score: -21030496.000000 Penalty: 2964.758301
	Iteration 0F: 2 clusters Score -2.10305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77630 members 
Mstep: Class 2 contains 77912 members 
Entering Unmasked Estep 
Score: -20927634.000000 Penalty: 5929.516602
	Iteration 0F: 3 clusters Score -2.092763e+07 nChanged 74564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74180 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
Score: -20971622.000000 Penalty: 5929.516602
	Iteration 1F: 3 clusters Score -2.097162e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71368 members 
Mstep: Class 2 contains 84174 members 
Entering Unmasked Estep 
Score: -20973462.000000 Penalty: 5929.516602
	Iteration 2Q: 3 clusters Score -2.097346e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67177 members 
Mstep: Class 2 contains 88365 members 
Entering Unmasked Estep 
Score: -20976326.000000 Penalty: 5929.516602
	Iteration 3Q: 3 clusters Score -2.097633e+07 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61330 members 
Mstep: Class 2 contains 94212 members 
Entering Unmasked Estep 
Score: -20980186.000000 Penalty: 5929.516602
	Iteration 4F: 3 clusters Score -2.098019e+07 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 102025 members 
Entering Unmasked Estep 
Score: -20985616.000000 Penalty: 5929.516602
	Iteration 5F: 3 clusters Score -2.098562e+07 nChanged 10804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 111451 members 
Entering Unmasked Estep 
Score: -20992346.000000 Penalty: 5929.516602
	Iteration 6F: 3 clusters Score -2.099235e+07 nChanged 11086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 121847 members 
Entering Unmasked Estep 
Score: -21000490.000000 Penalty: 5929.516602
	Iteration 7F: 3 clusters Score -2.100049e+07 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 132351 members 
Entering Unmasked Estep 
Score: -21009010.000000 Penalty: 5929.516602
	Iteration 8F: 3 clusters Score -2.100901e+07 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 141361 members 
Entering Unmasked Estep 
Score: -21016748.000000 Penalty: 5929.516602
	Iteration 9F: 3 clusters Score -2.101675e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 147863 members 
Entering Unmasked Estep 
Score: -21022242.000000 Penalty: 5929.516602
	Iteration 10Q: 3 clusters Score -2.102224e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 151738 members 
Entering Unmasked Estep 
Score: -21025208.000000 Penalty: 5929.516602
	Iteration 11Q: 3 clusters Score -2.102521e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 153686 members 
Entering Unmasked Estep 
Score: -21026788.000000 Penalty: 5929.516602
	Iteration 12Q: 3 clusters Score -2.102679e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 154530 members 
Entering Unmasked Estep 
Score: -21027408.000000 Penalty: 5929.516602
	Iteration 13Q: 3 clusters Score -2.102741e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 154845 members 
Entering Unmasked Estep 
Score: -21027590.000000 Penalty: 5929.516602
	Iteration 14Q: 3 clusters Score -2.102759e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 154989 members 
Entering Unmasked Estep 
Score: -21027696.000000 Penalty: 5929.516602
	Iteration 15Q: 3 clusters Score -2.10277e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 155056 members 
Entering Unmasked Estep 
Score: -21027776.000000 Penalty: 5929.516602
	Iteration 16Q: 3 clusters Score -2.102778e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 155090 members 
Entering Unmasked Estep 
Score: -21027840.000000 Penalty: 5929.516602
	Iteration 17Q: 3 clusters Score -2.102784e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 155105 members 
Entering Unmasked Estep 
Score: -21027876.000000 Penalty: 5929.516602
	Iteration 18Q: 3 clusters Score -2.102788e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 155120 members 
Entering Unmasked Estep 
Score: -21027878.000000 Penalty: 5929.516602
	Iteration 19Q: 3 clusters Score -2.102788e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 155130 members 
Entering Unmasked Estep 
Score: -21027882.000000 Penalty: 5929.516602
	Iteration 20F: 3 clusters Score -2.102788e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 155138 members 
Entering Unmasked Estep 
Score: -21027896.000000 Penalty: 5929.516602
	Iteration 21Q: 3 clusters Score -2.10279e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 155141 members 
Entering Unmasked Estep 
Score: -21027912.000000 Penalty: 5929.516602
	Iteration 22Q: 3 clusters Score -2.102791e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 155145 members 
Entering Unmasked Estep 
Score: -21027918.000000 Penalty: 5929.516602
	Iteration 23Q: 3 clusters Score -2.102792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 155147 members 
Entering Unmasked Estep 
Score: -21027916.000000 Penalty: 5929.516602
	Iteration 24Q: 3 clusters Score -2.102792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 155149 members 
Entering Unmasked Estep 
Score: -21027922.000000 Penalty: 5929.516602
	Iteration 25Q: 3 clusters Score -2.102792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 155150 members 
Entering Unmasked Estep 
Score: -21027930.000000 Penalty: 5929.516602
	Iteration 26Q: 3 clusters Score -2.102793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 155152 members 
Entering Unmasked Estep 
Score: -21027932.000000 Penalty: 5929.516602
	Iteration 27Q: 3 clusters Score -2.102793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 155156 members 
Entering Unmasked Estep 
Score: -21027934.000000 Penalty: 5929.516602
	Iteration 28Q: 3 clusters Score -2.102793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 155156 members 
Entering Unmasked Estep 
Score: -21027930.000000 Penalty: 5929.516602
	Iteration 29Q: 3 clusters Score -2.102793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 155156 members 
Entering Unmasked Estep 
Score: -21027934.000000 Penalty: 5929.516602
	Iteration 30Q: 3 clusters Score -2.102793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 155157 members 
Entering Unmasked Estep 
Score: -21027934.000000 Penalty: 5929.516602
	Iteration 31Q: 3 clusters Score -2.102793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 155158 members 
Entering Unmasked Estep 
Score: -21027938.000000 Penalty: 5929.516602
	Iteration 32Q: 3 clusters Score -2.102794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 155159 members 
Entering Unmasked Estep 
Score: -21027940.000000 Penalty: 5929.516602
	Iteration 33Q: 3 clusters Score -2.102794e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 155161 members 
Entering Unmasked Estep 
Score: -21027950.000000 Penalty: 5929.516602
	Iteration 34Q: 3 clusters Score -2.102795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 155161 members 
Entering Unmasked Estep 
Score: -21027940.000000 Penalty: 5929.516602
	Iteration 35Q: 3 clusters Score -2.102794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 155160 members 
Entering Unmasked Estep 
Score: -21027950.000000 Penalty: 5929.516602
	Iteration 36Q: 3 clusters Score -2.102795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 155160 members 
Entering Unmasked Estep 
Score: -21027950.000000 Penalty: 5929.516602
	Iteration 37F: 3 clusters Score -2.102795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Entering Unmasked Estep 
Score: -375789.937500 Penalty: 1952.463379
	Iteration 0F: 2 clusters Score -375789.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -372800.000000 Penalty: 3904.926758
	Iteration 0F: 3 clusters Score -372800 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -373319.781250 Penalty: 3904.926758
	Iteration 1F: 3 clusters Score -373319.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -373444.125000 Penalty: 3904.926758
	Iteration 2F: 3 clusters Score -373444.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -373512.250000 Penalty: 3904.926758
	Iteration 3Q: 3 clusters Score -373512.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -373558.218750 Penalty: 3904.926758
	Iteration 4Q: 3 clusters Score -373558.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -373584.625000 Penalty: 3904.926758
	Iteration 5Q: 3 clusters Score -373584.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -373603.500000 Penalty: 3904.926758
	Iteration 6Q: 3 clusters Score -373603.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -373618.281250 Penalty: 3904.926758
	Iteration 7Q: 3 clusters Score -373618.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -373631.062500 Penalty: 3904.926758
	Iteration 8Q: 3 clusters Score -373631.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -373644.218750 Penalty: 3904.926758
	Iteration 9Q: 3 clusters Score -373644.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -373657.531250 Penalty: 3904.926758
	Iteration 10Q: 3 clusters Score -373657.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -373668.156250 Penalty: 3904.926758
	Iteration 11Q: 3 clusters Score -373668.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -373673.218750 Penalty: 3904.926758
	Iteration 12Q: 3 clusters Score -373673.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -373677.312500 Penalty: 3904.926758
	Iteration 13Q: 3 clusters Score -373677.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -373678.406250 Penalty: 3904.926758
	Iteration 14Q: 3 clusters Score -373678.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -373681.343750 Penalty: 3904.926758
	Iteration 15Q: 3 clusters Score -373681.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -373683.718750 Penalty: 3904.926758
	Iteration 16Q: 3 clusters Score -373683.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -373685.718750 Penalty: 3904.926758
	Iteration 17Q: 3 clusters Score -373685.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -373690.156250 Penalty: 3904.926758
	Iteration 18Q: 3 clusters Score -373690.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -373690.656250 Penalty: 3904.926758
	Iteration 19Q: 3 clusters Score -373690.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -373691.843750 Penalty: 3904.926758
	Iteration 20F: 3 clusters Score -373691.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -373692.218750 Penalty: 3904.926758
	Iteration 21Q: 3 clusters Score -373692.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -373692.687500 Penalty: 3904.926758
	Iteration 22Q: 3 clusters Score -373692.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -373693.218750 Penalty: 3904.926758
	Iteration 23Q: 3 clusters Score -373693.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -373693.781250 Penalty: 3904.926758
	Iteration 24Q: 3 clusters Score -373693.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -373694.062500 Penalty: 3904.926758
	Iteration 25Q: 3 clusters Score -373694.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -373695.875000 Penalty: 3904.926758
	Iteration 26Q: 3 clusters Score -373695.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -373695.562500 Penalty: 3904.926758
	Iteration 27Q: 3 clusters Score -373695.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -373696.218750 Penalty: 3904.926758
	Iteration 28Q: 3 clusters Score -373696.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -373696.218750 Penalty: 3904.926758
	Iteration 29F: 3 clusters Score -373696.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -16018.585938 Penalty: 1252.364380
	Iteration 0F: 2 clusters Score -16018.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15097.139648 Penalty: 2504.728760
	Iteration 0F: 3 clusters Score -15097.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15110.757812 Penalty: 2504.728760
	Iteration 1Q: 3 clusters Score -15110.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15126.353516 Penalty: 2504.728760
	Iteration 2Q: 3 clusters Score -15126.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15140.328125 Penalty: 2504.728760
	Iteration 3Q: 3 clusters Score -15140.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -15140.328125 Penalty: 2504.728760
	Iteration 4F: 3 clusters Score -15140.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -58088.234375 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -58088.23 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 245 members 
Entering Unmasked Estep 
Score: -56539.367188 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -56539.37 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56816.726562 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -56816.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57118.492188 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -57118.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -57287.082031 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -57287.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -57337.718750 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -57337.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -57383.843750 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -57383.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -57400.390625 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -57400.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -57407.839844 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -57407.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -57425.519531 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -57425.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -57431.011719 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -57431.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -57434.113281 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -57434.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -57446.632812 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -57446.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -57461.597656 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -57461.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -57469.359375 Penalty: 3060.126709
	Iteration 13Q: 3 clusters Score -57469.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -57473.468750 Penalty: 3060.126709
	Iteration 14Q: 3 clusters Score -57473.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -57475.687500 Penalty: 3060.126709
	Iteration 15Q: 3 clusters Score -57475.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -57477.140625 Penalty: 3060.126709
	Iteration 16Q: 3 clusters Score -57477.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -57477.140625 Penalty: 3060.126709
	Iteration 17F: 3 clusters Score -57477.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -18882.685547 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -18882.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17907.951172 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -17907.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17936.037109 Penalty: 2586.608154
	Iteration 1Q: 3 clusters Score -17936.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17945.781250 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -17945.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17947.677734 Penalty: 2586.608154
	Iteration 3Q: 3 clusters Score -17947.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17947.677734 Penalty: 2586.608154
	Iteration 4F: 3 clusters Score -17947.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Entering Unmasked Estep 
Score: -838004.125000 Penalty: 2171.110107
	Iteration 0F: 2 clusters Score -838004.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -832615.687500 Penalty: 4342.220215
	Iteration 0F: 3 clusters Score -832615.7 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -834116.187500 Penalty: 4342.220215
	Iteration 1F: 3 clusters Score -834116.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -834487.500000 Penalty: 4342.220215
	Iteration 2F: 3 clusters Score -834487.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -834751.937500 Penalty: 4342.220215
	Iteration 3F: 3 clusters Score -834751.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -835002.750000 Penalty: 4342.220215
	Iteration 4F: 3 clusters Score -835002.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -835226.062500 Penalty: 4342.220215
	Iteration 5Q: 3 clusters Score -835226.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -835439.875000 Penalty: 4342.220215
	Iteration 6Q: 3 clusters Score -835439.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -835643.500000 Penalty: 4342.220215
	Iteration 7Q: 3 clusters Score -835643.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -835811.687500 Penalty: 4342.220215
	Iteration 8Q: 3 clusters Score -835811.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -835970.687500 Penalty: 4342.220215
	Iteration 9Q: 3 clusters Score -835970.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -836116.687500 Penalty: 4342.220215
	Iteration 10Q: 3 clusters Score -836116.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -836245.562500 Penalty: 4342.220215
	Iteration 11Q: 3 clusters Score -836245.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -836321.062500 Penalty: 4342.220215
	Iteration 12Q: 3 clusters Score -836321.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -836376.312500 Penalty: 4342.220215
	Iteration 13Q: 3 clusters Score -836376.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -836421.562500 Penalty: 4342.220215
	Iteration 14Q: 3 clusters Score -836421.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -836450.437500 Penalty: 4342.220215
	Iteration 15Q: 3 clusters Score -836450.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -836478.687500 Penalty: 4342.220215
	Iteration 16Q: 3 clusters Score -836478.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -836500.000000 Penalty: 4342.220215
	Iteration 17Q: 3 clusters Score -836500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -836512.250000 Penalty: 4342.220215
	Iteration 18Q: 3 clusters Score -836512.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -836522.312500 Penalty: 4342.220215
	Iteration 19Q: 3 clusters Score -836522.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -836534.000000 Penalty: 4342.220215
	Iteration 20F: 3 clusters Score -836534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -836540.875000 Penalty: 4342.220215
	Iteration 21Q: 3 clusters Score -836540.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -836548.125000 Penalty: 4342.220215
	Iteration 22Q: 3 clusters Score -836548.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -836556.687500 Penalty: 4342.220215
	Iteration 23Q: 3 clusters Score -836556.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -836564.375000 Penalty: 4342.220215
	Iteration 24Q: 3 clusters Score -836564.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -836566.250000 Penalty: 4342.220215
	Iteration 25Q: 3 clusters Score -836566.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -836572.437500 Penalty: 4342.220215
	Iteration 26Q: 3 clusters Score -836572.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -836577.812500 Penalty: 4342.220215
	Iteration 27Q: 3 clusters Score -836577.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -836580.750000 Penalty: 4342.220215
	Iteration 28Q: 3 clusters Score -836580.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -836582.062500 Penalty: 4342.220215
	Iteration 29Q: 3 clusters Score -836582.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -836586.750000 Penalty: 4342.220215
	Iteration 30Q: 3 clusters Score -836586.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -836589.750000 Penalty: 4342.220215
	Iteration 31Q: 3 clusters Score -836589.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -836591.000000 Penalty: 4342.220215
	Iteration 32Q: 3 clusters Score -836591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -836593.125000 Penalty: 4342.220215
	Iteration 33Q: 3 clusters Score -836593.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -836598.125000 Penalty: 4342.220215
	Iteration 34Q: 3 clusters Score -836598.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -836597.562500 Penalty: 4342.220215
	Iteration 35Q: 3 clusters Score -836597.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -836596.750000 Penalty: 4342.220215
	Iteration 36Q: 3 clusters Score -836596.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -836599.062500 Penalty: 4342.220215
	Iteration 37Q: 3 clusters Score -836599.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -836599.187500 Penalty: 4342.220215
	Iteration 38Q: 3 clusters Score -836599.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -836598.687500 Penalty: 4342.220215
	Iteration 39Q: 3 clusters Score -836598.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -836598.875000 Penalty: 4342.220215
	Iteration 40F: 3 clusters Score -836598.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -836599.187500 Penalty: 4342.220215
	Iteration 41Q: 3 clusters Score -836599.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -836601.062500 Penalty: 4342.220215
	Iteration 42Q: 3 clusters Score -836601.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -836601.062500 Penalty: 4342.220215
	Iteration 43F: 3 clusters Score -836601.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167093 members 
Mstep: Class 5 contains 149537 members 
Mstep: Class 6 contains 149963 members 
Mstep: Class 7 contains 158169 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8319 members 
Mstep: Class 10 contains 13613 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26957 members 
Mstep: Class 13 contains 68507 members 
Mstep: Class 14 contains 166021 members 
Mstep: Class 15 contains 47410 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93789 members 
Mstep: Class 18 contains 150937 members 
Mstep: Class 19 contains 155542 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464896.000000 Penalty: 84149.148438
Iteration 319Q: 25 clusters Score -1.804649e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167105 members 
Mstep: Class 5 contains 149542 members 
Mstep: Class 6 contains 149966 members 
Mstep: Class 7 contains 158114 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8319 members 
Mstep: Class 10 contains 13609 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26959 members 
Mstep: Class 13 contains 68513 members 
Mstep: Class 14 contains 166012 members 
Mstep: Class 15 contains 47407 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93784 members 
Mstep: Class 18 contains 150941 members 
Mstep: Class 19 contains 155564 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464656.000000 Penalty: 84149.148438
Iteration 320F: 25 clusters Score -1.804647e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167108 members 
Mstep: Class 5 contains 149538 members 
Mstep: Class 6 contains 149971 members 
Mstep: Class 7 contains 158080 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8319 members 
Mstep: Class 10 contains 13608 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26962 members 
Mstep: Class 13 contains 68508 members 
Mstep: Class 14 contains 166019 members 
Mstep: Class 15 contains 47411 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93783 members 
Mstep: Class 18 contains 150944 members 
Mstep: Class 19 contains 155566 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464800.000000 Penalty: 84149.148438
Iteration 321Q: 25 clusters Score -1.804648e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167126 members 
Mstep: Class 5 contains 149542 members 
Mstep: Class 6 contains 149972 members 
Mstep: Class 7 contains 158043 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8319 members 
Mstep: Class 10 contains 13608 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26965 members 
Mstep: Class 13 contains 68509 members 
Mstep: Class 14 contains 166022 members 
Mstep: Class 15 contains 47411 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93777 members 
Mstep: Class 18 contains 150940 members 
Mstep: Class 19 contains 155569 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464784.000000 Penalty: 84149.148438
Iteration 322Q: 25 clusters Score -1.804648e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167138 members 
Mstep: Class 5 contains 149544 members 
Mstep: Class 6 contains 149954 members 
Mstep: Class 7 contains 158034 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8319 members 
Mstep: Class 10 contains 13605 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26966 members 
Mstep: Class 13 contains 68507 members 
Mstep: Class 14 contains 166044 members 
Mstep: Class 15 contains 47409 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93775 members 
Mstep: Class 18 contains 150932 members 
Mstep: Class 19 contains 155569 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464608.000000 Penalty: 84149.148438
Iteration 323Q: 25 clusters Score -1.804646e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167137 members 
Mstep: Class 5 contains 149541 members 
Mstep: Class 6 contains 149955 members 
Mstep: Class 7 contains 158034 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8319 members 
Mstep: Class 10 contains 13601 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26967 members 
Mstep: Class 13 contains 68508 members 
Mstep: Class 14 contains 166055 members 
Mstep: Class 15 contains 47406 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93770 members 
Mstep: Class 18 contains 150929 members 
Mstep: Class 19 contains 155566 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464768.000000 Penalty: 84149.148438
Iteration 324Q: 25 clusters Score -1.804648e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167146 members 
Mstep: Class 5 contains 149555 members 
Mstep: Class 6 contains 149955 members 
Mstep: Class 7 contains 158016 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8319 members 
Mstep: Class 10 contains 13597 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26968 members 
Mstep: Class 13 contains 68513 members 
Mstep: Class 14 contains 166052 members 
Mstep: Class 15 contains 47404 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93768 members 
Mstep: Class 18 contains 150923 members 
Mstep: Class 19 contains 155562 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464816.000000 Penalty: 84149.148438
Iteration 325Q: 25 clusters Score -1.804648e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167146 members 
Mstep: Class 5 contains 149555 members 
Mstep: Class 6 contains 149951 members 
Mstep: Class 7 contains 157998 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8319 members 
Mstep: Class 10 contains 13593 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26965 members 
Mstep: Class 13 contains 68519 members 
Mstep: Class 14 contains 166042 members 
Mstep: Class 15 contains 47401 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93768 members 
Mstep: Class 18 contains 150935 members 
Mstep: Class 19 contains 155578 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464928.000000 Penalty: 84149.148438
Iteration 326Q: 25 clusters Score -1.804649e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167144 members 
Mstep: Class 5 contains 149558 members 
Mstep: Class 6 contains 149959 members 
Mstep: Class 7 contains 157990 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8319 members 
Mstep: Class 10 contains 13590 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68525 members 
Mstep: Class 14 contains 166019 members 
Mstep: Class 15 contains 47399 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93764 members 
Mstep: Class 18 contains 150937 members 
Mstep: Class 19 contains 155599 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464816.000000 Penalty: 84149.148438
Iteration 327Q: 25 clusters Score -1.804648e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167146 members 
Mstep: Class 5 contains 149552 members 
Mstep: Class 6 contains 149974 members 
Mstep: Class 7 contains 157978 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8319 members 
Mstep: Class 10 contains 13591 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68534 members 
Mstep: Class 14 contains 165993 members 
Mstep: Class 15 contains 47400 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93758 members 
Mstep: Class 18 contains 150943 members 
Mstep: Class 19 contains 155611 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464640.000000 Penalty: 84149.148438
Iteration 328Q: 25 clusters Score -1.804646e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167139 members 
Mstep: Class 5 contains 149561 members 
Mstep: Class 6 contains 149978 members 
Mstep: Class 7 contains 157975 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8320 members 
Mstep: Class 10 contains 13588 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26965 members 
Mstep: Class 13 contains 68537 members 
Mstep: Class 14 contains 165962 members 
Mstep: Class 15 contains 47405 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93757 members 
Mstep: Class 18 contains 150941 members 
Mstep: Class 19 contains 155627 members 
Mstep: Class 20 contains 2627 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464688.000000 Penalty: 84149.148438
Iteration 329Q: 25 clusters Score -1.804647e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1437 members 
Mstep: Class 4 contains 167135 members 
Mstep: Class 5 contains 149566 members 
Mstep: Class 6 contains 149991 members 
Mstep: Class 7 contains 157951 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8319 members 
Mstep: Class 10 contains 13588 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26966 members 
Mstep: Class 13 contains 68539 members 
Mstep: Class 14 contains 165938 members 
Mstep: Class 15 contains 47397 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93757 members 
Mstep: Class 18 contains 150943 members 
Mstep: Class 19 contains 155661 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464912.000000 Penalty: 84149.148438
Iteration 330Q: 25 clusters Score -1.804649e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 167115 members 
Mstep: Class 5 contains 149590 members 
Mstep: Class 6 contains 150004 members 
Mstep: Class 7 contains 157940 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8321 members 
Mstep: Class 10 contains 13581 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26966 members 
Mstep: Class 13 contains 68539 members 
Mstep: Class 14 contains 165926 members 
Mstep: Class 15 contains 47395 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93753 members 
Mstep: Class 18 contains 150935 members 
Mstep: Class 19 contains 155684 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464848.000000 Penalty: 84149.148438
Iteration 331Q: 25 clusters Score -1.804648e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167096 members 
Mstep: Class 5 contains 149604 members 
Mstep: Class 6 contains 150014 members 
Mstep: Class 7 contains 157940 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8321 members 
Mstep: Class 10 contains 13580 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26965 members 
Mstep: Class 13 contains 68541 members 
Mstep: Class 14 contains 165922 members 
Mstep: Class 15 contains 47395 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93751 members 
Mstep: Class 18 contains 150922 members 
Mstep: Class 19 contains 155695 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464896.000000 Penalty: 84149.148438
Iteration 332Q: 25 clusters Score -1.804649e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 167071 members 
Mstep: Class 5 contains 149615 members 
Mstep: Class 6 contains 150016 members 
Mstep: Class 7 contains 157941 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8321 members 
Mstep: Class 10 contains 13581 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68545 members 
Mstep: Class 14 contains 165916 members 
Mstep: Class 15 contains 47395 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93747 members 
Mstep: Class 18 contains 150914 members 
Mstep: Class 19 contains 155717 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464752.000000 Penalty: 84149.148438
Iteration 333Q: 25 clusters Score -1.804648e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167060 members 
Mstep: Class 5 contains 149616 members 
Mstep: Class 6 contains 150022 members 
Mstep: Class 7 contains 157911 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8320 members 
Mstep: Class 10 contains 13579 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68550 members 
Mstep: Class 14 contains 165911 members 
Mstep: Class 15 contains 47396 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93749 members 
Mstep: Class 18 contains 150912 members 
Mstep: Class 19 contains 155749 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464864.000000 Penalty: 84149.148438
Iteration 334Q: 25 clusters Score -1.804649e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167044 members 
Mstep: Class 5 contains 149626 members 
Mstep: Class 6 contains 150028 members 
Mstep: Class 7 contains 157889 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8321 members 
Mstep: Class 10 contains 13576 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26962 members 
Mstep: Class 13 contains 68555 members 
Mstep: Class 14 contains 165909 members 
Mstep: Class 15 contains 47393 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93754 members 
Mstep: Class 18 contains 150905 members 
Mstep: Class 19 contains 155776 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465072.000000 Penalty: 84149.148438
Iteration 335Q: 25 clusters Score -1.804651e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167029 members 
Mstep: Class 5 contains 149628 members 
Mstep: Class 6 contains 150039 members 
Mstep: Class 7 contains 157868 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8322 members 
Mstep: Class 10 contains 13576 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26961 members 
Mstep: Class 13 contains 68557 members 
Mstep: Class 14 contains 165908 members 
Mstep: Class 15 contains 47385 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93756 members 
Mstep: Class 18 contains 150904 members 
Mstep: Class 19 contains 155801 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464944.000000 Penalty: 84149.148438
Iteration 336Q: 25 clusters Score -1.804649e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167031 members 
Mstep: Class 5 contains 149633 members 
Mstep: Class 6 contains 150055 members 
Mstep: Class 7 contains 157842 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8321 members 
Mstep: Class 10 contains 13575 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26958 members 
Mstep: Class 13 contains 68560 members 
Mstep: Class 14 contains 165909 members 
Mstep: Class 15 contains 47381 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93750 members 
Mstep: Class 18 contains 150893 members 
Mstep: Class 19 contains 155825 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465120.000000 Penalty: 84149.148438
Iteration 337Q: 25 clusters Score -1.804651e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167028 members 
Mstep: Class 5 contains 149626 members 
Mstep: Class 6 contains 150056 members 
Mstep: Class 7 contains 157817 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8321 members 
Mstep: Class 10 contains 13572 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26955 members 
Mstep: Class 13 contains 68561 members 
Mstep: Class 14 contains 165913 members 
Mstep: Class 15 contains 47377 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93755 members 
Mstep: Class 18 contains 150890 members 
Mstep: Class 19 contains 155860 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465200.000000 Penalty: 84149.148438
Iteration 338Q: 25 clusters Score -1.804652e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167030 members 
Mstep: Class 5 contains 149630 members 
Mstep: Class 6 contains 150071 members 
Mstep: Class 7 contains 157792 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8322 members 
Mstep: Class 10 contains 13568 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26952 members 
Mstep: Class 13 contains 68566 members 
Mstep: Class 14 contains 165920 members 
Mstep: Class 15 contains 47370 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93757 members 
Mstep: Class 18 contains 150889 members 
Mstep: Class 19 contains 155863 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465040.000000 Penalty: 84149.148438
Iteration 339Q: 25 clusters Score -1.80465e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167042 members 
Mstep: Class 5 contains 149631 members 
Mstep: Class 6 contains 150085 members 
Mstep: Class 7 contains 157767 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8324 members 
Mstep: Class 10 contains 13565 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26947 members 
Mstep: Class 13 contains 68567 members 
Mstep: Class 14 contains 165922 members 
Mstep: Class 15 contains 47364 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93751 members 
Mstep: Class 18 contains 150882 members 
Mstep: Class 19 contains 155882 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465008.000000 Penalty: 84149.148438
Iteration 340F: 25 clusters Score -1.80465e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167054 members 
Mstep: Class 5 contains 149635 members 
Mstep: Class 6 contains 150101 members 
Mstep: Class 7 contains 157749 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8325 members 
Mstep: Class 10 contains 13563 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26950 members 
Mstep: Class 13 contains 68565 members 
Mstep: Class 14 contains 165926 members 
Mstep: Class 15 contains 47362 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93753 members 
Mstep: Class 18 contains 150865 members 
Mstep: Class 19 contains 155881 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465072.000000 Penalty: 84149.148438
Iteration 341Q: 25 clusters Score -1.804651e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167057 members 
Mstep: Class 5 contains 149656 members 
Mstep: Class 6 contains 150107 members 
Mstep: Class 7 contains 157734 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8326 members 
Mstep: Class 10 contains 13558 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26959 members 
Mstep: Class 13 contains 68567 members 
Mstep: Class 14 contains 165911 members 
Mstep: Class 15 contains 47363 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93753 members 
Mstep: Class 18 contains 150860 members 
Mstep: Class 19 contains 155876 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464992.000000 Penalty: 84149.148438
Iteration 342Q: 25 clusters Score -1.80465e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167072 members 
Mstep: Class 5 contains 149675 members 
Mstep: Class 6 contains 150132 members 
Mstep: Class 7 contains 157707 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8326 members 
Mstep: Class 10 contains 13552 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68568 members 
Mstep: Class 14 contains 165903 members 
Mstep: Class 15 contains 47359 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93755 members 
Mstep: Class 18 contains 150846 members 
Mstep: Class 19 contains 155863 members 
Mstep: Class 20 contains 2631 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464976.000000 Penalty: 84149.148438
Iteration 343Q: 25 clusters Score -1.80465e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167090 members 
Mstep: Class 5 contains 149701 members 
Mstep: Class 6 contains 150145 members 
Mstep: Class 7 contains 157692 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8326 members 
Mstep: Class 10 contains 13546 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26968 members 
Mstep: Class 13 contains 68567 members 
Mstep: Class 14 contains 165891 members 
Mstep: Class 15 contains 47356 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93750 members 
Mstep: Class 18 contains 150842 members 
Mstep: Class 19 contains 155842 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464896.000000 Penalty: 84149.148438
Iteration 344Q: 25 clusters Score -1.804649e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167095 members 
Mstep: Class 5 contains 149715 members 
Mstep: Class 6 contains 150165 members 
Mstep: Class 7 contains 157684 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8326 members 
Mstep: Class 10 contains 13543 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26969 members 
Mstep: Class 13 contains 68570 members 
Mstep: Class 14 contains 165893 members 
Mstep: Class 15 contains 47356 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93748 members 
Mstep: Class 18 contains 150835 members 
Mstep: Class 19 contains 155809 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464832.000000 Penalty: 84149.148438
Iteration 345Q: 25 clusters Score -1.804648e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167093 members 
Mstep: Class 5 contains 149736 members 
Mstep: Class 6 contains 150179 members 
Mstep: Class 7 contains 157673 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8326 members 
Mstep: Class 10 contains 13536 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26967 members 
Mstep: Class 13 contains 68569 members 
Mstep: Class 14 contains 165884 members 
Mstep: Class 15 contains 47356 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93749 members 
Mstep: Class 18 contains 150836 members 
Mstep: Class 19 contains 155792 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464880.000000 Penalty: 84149.148438
Iteration 346Q: 25 clusters Score -1.804649e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 167100 members 
Mstep: Class 5 contains 149750 members 
Mstep: Class 6 contains 150181 members 
Mstep: Class 7 contains 157663 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8326 members 
Mstep: Class 10 contains 13527 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26967 members 
Mstep: Class 13 contains 68565 members 
Mstep: Class 14 contains 165897 members 
Mstep: Class 15 contains 47357 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93743 members 
Mstep: Class 18 contains 150843 members 
Mstep: Class 19 contains 155767 members 
Mstep: Class 20 contains 2631 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464576.000000 Penalty: 84149.148438
Iteration 347Q: 25 clusters Score -1.804646e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 167117 members 
Mstep: Class 5 contains 149770 members 
Mstep: Class 6 contains 150190 members 
Mstep: Class 7 contains 157646 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8326 members 
Mstep: Class 10 contains 13514 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26968 members 
Mstep: Class 13 contains 68564 members 
Mstep: Class 14 contains 165903 members 
Mstep: Class 15 contains 47364 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93743 members 
Mstep: Class 18 contains 150841 members 
Mstep: Class 19 contains 155734 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464880.000000 Penalty: 84149.148438
Iteration 348Q: 25 clusters Score -1.804649e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 167136 members 
Mstep: Class 5 contains 149786 members 
Mstep: Class 6 contains 150195 members 
Mstep: Class 7 contains 157622 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8326 members 
Mstep: Class 10 contains 13505 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26970 members 
Mstep: Class 13 contains 68567 members 
Mstep: Class 14 contains 165905 members 
Mstep: Class 15 contains 47362 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93744 members 
Mstep: Class 18 contains 150832 members 
Mstep: Class 19 contains 155726 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464960.000000 Penalty: 84149.148438
Iteration 349Q: 25 clusters Score -1.80465e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 167144 members 
Mstep: Class 5 contains 149791 members 
Mstep: Class 6 contains 150198 members 
Mstep: Class 7 contains 157602 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8326 members 
Mstep: Class 10 contains 13493 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26972 members 
Mstep: Class 13 contains 68568 members 
Mstep: Class 14 contains 165931 members 
Mstep: Class 15 contains 47364 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93744 members 
Mstep: Class 18 contains 150829 members 
Mstep: Class 19 contains 155708 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465008.000000 Penalty: 84149.148438
Iteration 350Q: 25 clusters Score -1.80465e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 167152 members 
Mstep: Class 5 contains 149800 members 
Mstep: Class 6 contains 150196 members 
Mstep: Class 7 contains 157598 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8326 members 
Mstep: Class 10 contains 13483 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26970 members 
Mstep: Class 13 contains 68563 members 
Mstep: Class 14 contains 165938 members 
Mstep: Class 15 contains 47367 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93744 members 
Mstep: Class 18 contains 150840 members 
Mstep: Class 19 contains 155689 members 
Mstep: Class 20 contains 2627 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465120.000000 Penalty: 84149.148438
Iteration 351Q: 25 clusters Score -1.804651e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 167160 members 
Mstep: Class 5 contains 149805 members 
Mstep: Class 6 contains 150204 members 
Mstep: Class 7 contains 157599 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8326 members 
Mstep: Class 10 contains 13473 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26967 members 
Mstep: Class 13 contains 68557 members 
Mstep: Class 14 contains 165950 members 
Mstep: Class 15 contains 47371 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93739 members 
Mstep: Class 18 contains 150840 members 
Mstep: Class 19 contains 155671 members 
Mstep: Class 20 contains 2627 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465136.000000 Penalty: 84149.148438
Iteration 352Q: 25 clusters Score -1.804651e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 167167 members 
Mstep: Class 5 contains 149818 members 
Mstep: Class 6 contains 150209 members 
Mstep: Class 7 contains 157589 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8326 members 
Mstep: Class 10 contains 13469 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26969 members 
Mstep: Class 13 contains 68559 members 
Mstep: Class 14 contains 165968 members 
Mstep: Class 15 contains 47375 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93735 members 
Mstep: Class 18 contains 150831 members 
Mstep: Class 19 contains 155645 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464928.000000 Penalty: 84149.148438
Iteration 353Q: 25 clusters Score -1.804649e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 167173 members 
Mstep: Class 5 contains 149830 members 
Mstep: Class 6 contains 150215 members 
Mstep: Class 7 contains 157586 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8326 members 
Mstep: Class 10 contains 13466 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26968 members 
Mstep: Class 13 contains 68560 members 
Mstep: Class 14 contains 165963 members 
Mstep: Class 15 contains 47380 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93731 members 
Mstep: Class 18 contains 150829 members 
Mstep: Class 19 contains 155627 members 
Mstep: Class 20 contains 2627 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464768.000000 Penalty: 84149.148438
Iteration 354Q: 25 clusters Score -1.804648e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 167173 members 
Mstep: Class 5 contains 149841 members 
Mstep: Class 6 contains 150208 members 
Mstep: Class 7 contains 157589 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 8325 members 
Mstep: Class 10 contains 13458 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26968 members 
Mstep: Class 13 contains 68561 members 
Mstep: Class 14 contains 165978 members 
Mstep: Class 15 contains 47386 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93726 members 
Mstep: Class 18 contains 150829 members 
Mstep: Class 19 contains 155604 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464832.000000 Penalty: 84149.148438
Iteration 355Q: 25 clusters Score -1.804648e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 167191 members 
Mstep: Class 5 contains 149857 members 
Mstep: Class 6 contains 150213 members 
Mstep: Class 7 contains 157590 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8324 members 
Mstep: Class 10 contains 13454 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26967 members 
Mstep: Class 13 contains 68553 members 
Mstep: Class 14 contains 165970 members 
Mstep: Class 15 contains 47386 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93723 members 
Mstep: Class 18 contains 150828 members 
Mstep: Class 19 contains 155578 members 
Mstep: Class 20 contains 2632 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464784.000000 Penalty: 84149.148438
Iteration 356Q: 25 clusters Score -1.804648e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 167200 members 
Mstep: Class 5 contains 149869 members 
Mstep: Class 6 contains 150222 members 
Mstep: Class 7 contains 157586 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8324 members 
Mstep: Class 10 contains 13450 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26966 members 
Mstep: Class 13 contains 68551 members 
Mstep: Class 14 contains 165966 members 
Mstep: Class 15 contains 47389 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93717 members 
Mstep: Class 18 contains 150827 members 
Mstep: Class 19 contains 155557 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465104.000000 Penalty: 84149.148438
Iteration 357Q: 25 clusters Score -1.804651e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 167202 members 
Mstep: Class 5 contains 149880 members 
Mstep: Class 6 contains 150224 members 
Mstep: Class 7 contains 157592 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8325 members 
Mstep: Class 10 contains 13444 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26965 members 
Mstep: Class 13 contains 68545 members 
Mstep: Class 14 contains 165953 members 
Mstep: Class 15 contains 47392 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93717 members 
Mstep: Class 18 contains 150830 members 
Mstep: Class 19 contains 155552 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465168.000000 Penalty: 84149.148438
Iteration 358Q: 25 clusters Score -1.804652e+08 nChanged 255
Entering ConstructFrom: 
Score: -180465168.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -88684.000000 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -88684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -86999.468750 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -86999.47 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -87246.015625 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -87246.02 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -87439.585938 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -87439.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -87596.148438 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -87596.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -87694.367188 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -87694.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -87758.421875 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -87758.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87859.437500 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -87859.44 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -88293.375000 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -88293.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -88690.156250 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -88690.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -88796.335938 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -88796.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -88899.343750 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -88899.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -88983.445312 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -88983.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -89053.460938 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -89053.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -89123.343750 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -89123.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -89140.539062 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -89140.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -89152.890625 Penalty: 3261.237549
	Iteration 15Q: 3 clusters Score -89152.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -89152.890625 Penalty: 3261.237549
	Iteration 16F: 3 clusters Score -89152.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 167201 members 
Mstep: Class 5 contains 149875 members 
Mstep: Class 6 contains 150226 members 
Mstep: Class 7 contains 157593 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8327 members 
Mstep: Class 10 contains 13442 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26962 members 
Mstep: Class 13 contains 68547 members 
Mstep: Class 14 contains 165954 members 
Mstep: Class 15 contains 47394 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93718 members 
Mstep: Class 18 contains 150820 members 
Mstep: Class 19 contains 155554 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6568 members 
Mstep: Class 25 contains 504 members 
Entering Unmasked Estep 
Score: -180463904.000000 Penalty: 87655.367188
Splitting cluster 1 changes total score from -180465168.000000 to -180463904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -145748.687500 Penalty: 1760.192139
	Iteration 0F: 2 clusters Score -145748.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -143648.421875 Penalty: 3520.384277
	Iteration 0F: 3 clusters Score -143648.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -144398.953125 Penalty: 3520.384277
	Iteration 1F: 3 clusters Score -144399 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -145094.125000 Penalty: 3520.384277
	Iteration 2F: 3 clusters Score -145094.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -145440.281250 Penalty: 3520.384277
	Iteration 3F: 3 clusters Score -145440.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -145852.609375 Penalty: 3520.384277
	Iteration 4Q: 3 clusters Score -145852.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -146088.453125 Penalty: 3520.384277
	Iteration 5Q: 3 clusters Score -146088.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -146194.625000 Penalty: 3520.384277
	Iteration 6Q: 3 clusters Score -146194.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -146349.687500 Penalty: 3520.384277
	Iteration 7Q: 3 clusters Score -146349.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -146540.687500 Penalty: 3520.384277
	Iteration 8Q: 3 clusters Score -146540.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -146853.906250 Penalty: 3520.384277
	Iteration 9Q: 3 clusters Score -146853.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -147037.578125 Penalty: 3520.384277
	Iteration 10Q: 3 clusters Score -147037.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -147097.453125 Penalty: 3520.384277
	Iteration 11Q: 3 clusters Score -147097.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -147122.906250 Penalty: 3520.384277
	Iteration 12Q: 3 clusters Score -147122.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -147143.093750 Penalty: 3520.384277
	Iteration 13Q: 3 clusters Score -147143.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -147162.000000 Penalty: 3520.384277
	Iteration 14Q: 3 clusters Score -147162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -147175.015625 Penalty: 3520.384277
	Iteration 15Q: 3 clusters Score -147175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -147182.906250 Penalty: 3520.384277
	Iteration 16Q: 3 clusters Score -147182.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -147190.171875 Penalty: 3520.384277
	Iteration 17Q: 3 clusters Score -147190.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -147197.750000 Penalty: 3520.384277
	Iteration 18Q: 3 clusters Score -147197.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -147201.078125 Penalty: 3520.384277
	Iteration 19Q: 3 clusters Score -147201.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -147209.984375 Penalty: 3520.384277
	Iteration 20F: 3 clusters Score -147210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -147226.718750 Penalty: 3520.384277
	Iteration 21Q: 3 clusters Score -147226.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -147240.125000 Penalty: 3520.384277
	Iteration 22Q: 3 clusters Score -147240.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -147254.406250 Penalty: 3520.384277
	Iteration 23Q: 3 clusters Score -147254.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -147259.109375 Penalty: 3520.384277
	Iteration 24Q: 3 clusters Score -147259.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -147264.796875 Penalty: 3520.384277
	Iteration 25Q: 3 clusters Score -147264.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -147272.687500 Penalty: 3520.384277
	Iteration 26Q: 3 clusters Score -147272.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -147273.671875 Penalty: 3520.384277
	Iteration 27Q: 3 clusters Score -147273.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -147273.671875 Penalty: 3520.384277
	Iteration 28F: 3 clusters Score -147273.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 541 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 167201 members 
Mstep: Class 5 contains 149875 members 
Mstep: Class 6 contains 150226 members 
Mstep: Class 7 contains 157593 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8327 members 
Mstep: Class 10 contains 13442 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26962 members 
Mstep: Class 13 contains 68547 members 
Mstep: Class 14 contains 165954 members 
Mstep: Class 15 contains 47394 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93718 members 
Mstep: Class 18 contains 150820 members 
Mstep: Class 19 contains 155554 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6568 members 
Mstep: Class 25 contains 668 members 
Entering Unmasked Estep 
Score: -180464528.000000 Penalty: 87655.367188
Splitting cluster 2 changes total score from -180465168.000000 to -180464528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -173885.531250 Penalty: 1803.727051
	Iteration 0F: 2 clusters Score -173885.5 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 711 members 
Entering Unmasked Estep 
Score: -171784.906250 Penalty: 3607.454102
	Iteration 0F: 3 clusters Score -171784.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -172354.000000 Penalty: 3607.454102
	Iteration 1F: 3 clusters Score -172354 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -172576.437500 Penalty: 3607.454102
	Iteration 2F: 3 clusters Score -172576.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -172816.046875 Penalty: 3607.454102
	Iteration 3F: 3 clusters Score -172816 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -173105.281250 Penalty: 3607.454102
	Iteration 4F: 3 clusters Score -173105.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -173254.781250 Penalty: 3607.454102
	Iteration 5F: 3 clusters Score -173254.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -173335.750000 Penalty: 3607.454102
	Iteration 6Q: 3 clusters Score -173335.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -173386.765625 Penalty: 3607.454102
	Iteration 7Q: 3 clusters Score -173386.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -173425.781250 Penalty: 3607.454102
	Iteration 8Q: 3 clusters Score -173425.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -173454.046875 Penalty: 3607.454102
	Iteration 9Q: 3 clusters Score -173454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -173464.640625 Penalty: 3607.454102
	Iteration 10Q: 3 clusters Score -173464.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -173466.437500 Penalty: 3607.454102
	Iteration 11Q: 3 clusters Score -173466.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -173466.437500 Penalty: 3607.454102
	Iteration 12F: 3 clusters Score -173466.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (167201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167201 members 
Entering Unmasked Estep 
Score: -22296350.000000 Penalty: 2982.684082
	Iteration 0F: 2 clusters Score -2.229635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83600 members 
Mstep: Class 2 contains 83601 members 
Entering Unmasked Estep 
Score: -22185846.000000 Penalty: 5965.368164
	Iteration 0F: 3 clusters Score -2.218585e+07 nChanged 80235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81389 members 
Mstep: Class 2 contains 85812 members 
Entering Unmasked Estep 
Score: -22233082.000000 Penalty: 5965.368164
	Iteration 1F: 3 clusters Score -2.223308e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79093 members 
Mstep: Class 2 contains 88108 members 
Entering Unmasked Estep 
Score: -22235112.000000 Penalty: 5965.368164
	Iteration 2Q: 3 clusters Score -2.223511e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75429 members 
Mstep: Class 2 contains 91772 members 
Entering Unmasked Estep 
Score: -22239068.000000 Penalty: 5965.368164
	Iteration 3Q: 3 clusters Score -2.223907e+07 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70308 members 
Mstep: Class 2 contains 96893 members 
Entering Unmasked Estep 
Score: -22244610.000000 Penalty: 5965.368164
	Iteration 4F: 3 clusters Score -2.224461e+07 nChanged 11781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64229 members 
Mstep: Class 2 contains 102972 members 
Entering Unmasked Estep 
Score: -22251406.000000 Penalty: 5965.368164
	Iteration 5F: 3 clusters Score -2.225141e+07 nChanged 11838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 109332 members 
Entering Unmasked Estep 
Score: -22258246.000000 Penalty: 5965.368164
	Iteration 6F: 3 clusters Score -2.225825e+07 nChanged 10438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51625 members 
Mstep: Class 2 contains 115576 members 
Entering Unmasked Estep 
Score: -22263538.000000 Penalty: 5965.368164
	Iteration 7F: 3 clusters Score -2.226354e+07 nChanged 8602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 121768 members 
Entering Unmasked Estep 
Score: -22267850.000000 Penalty: 5965.368164
	Iteration 8F: 3 clusters Score -2.226785e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 128086 members 
Entering Unmasked Estep 
Score: -22271666.000000 Penalty: 5965.368164
	Iteration 9Q: 3 clusters Score -2.227167e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 134493 members 
Entering Unmasked Estep 
Score: -22275432.000000 Penalty: 5965.368164
	Iteration 10Q: 3 clusters Score -2.227543e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 140604 members 
Entering Unmasked Estep 
Score: -22279312.000000 Penalty: 5965.368164
	Iteration 11Q: 3 clusters Score -2.227931e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 145968 members 
Entering Unmasked Estep 
Score: -22283262.000000 Penalty: 5965.368164
	Iteration 12Q: 3 clusters Score -2.228326e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 150367 members 
Entering Unmasked Estep 
Score: -22286516.000000 Penalty: 5965.368164
	Iteration 13Q: 3 clusters Score -2.228652e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 153489 members 
Entering Unmasked Estep 
Score: -22289160.000000 Penalty: 5965.368164
	Iteration 14Q: 3 clusters Score -2.228916e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 155416 members 
Entering Unmasked Estep 
Score: -22290876.000000 Penalty: 5965.368164
	Iteration 15Q: 3 clusters Score -2.229088e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 156546 members 
Entering Unmasked Estep 
Score: -22292326.000000 Penalty: 5965.368164
	Iteration 16Q: 3 clusters Score -2.229233e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 157196 members 
Entering Unmasked Estep 
Score: -22293146.000000 Penalty: 5965.368164
	Iteration 17Q: 3 clusters Score -2.229315e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 157684 members 
Entering Unmasked Estep 
Score: -22293712.000000 Penalty: 5965.368164
	Iteration 18Q: 3 clusters Score -2.229371e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 158068 members 
Entering Unmasked Estep 
Score: -22294052.000000 Penalty: 5965.368164
	Iteration 19Q: 3 clusters Score -2.229405e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 158425 members 
Entering Unmasked Estep 
Score: -22294284.000000 Penalty: 5965.368164
	Iteration 20F: 3 clusters Score -2.229428e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 158711 members 
Entering Unmasked Estep 
Score: -22294438.000000 Penalty: 5965.368164
	Iteration 21Q: 3 clusters Score -2.229444e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 158923 members 
Entering Unmasked Estep 
Score: -22294526.000000 Penalty: 5965.368164
	Iteration 22Q: 3 clusters Score -2.229453e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 159131 members 
Entering Unmasked Estep 
Score: -22294584.000000 Penalty: 5965.368164
	Iteration 23Q: 3 clusters Score -2.229458e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 159310 members 
Entering Unmasked Estep 
Score: -22294646.000000 Penalty: 5965.368164
	Iteration 24Q: 3 clusters Score -2.229465e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 159464 members 
Entering Unmasked Estep 
Score: -22294654.000000 Penalty: 5965.368164
	Iteration 25Q: 3 clusters Score -2.229465e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 159616 members 
Entering Unmasked Estep 
Score: -22294704.000000 Penalty: 5965.368164
	Iteration 26Q: 3 clusters Score -2.22947e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 159739 members 
Entering Unmasked Estep 
Score: -22294752.000000 Penalty: 5965.368164
	Iteration 27Q: 3 clusters Score -2.229475e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 159841 members 
Entering Unmasked Estep 
Score: -22294704.000000 Penalty: 5965.368164
	Iteration 28Q: 3 clusters Score -2.22947e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 159941 members 
Entering Unmasked Estep 
Score: -22294722.000000 Penalty: 5965.368164
	Iteration 29Q: 3 clusters Score -2.229472e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 160053 members 
Entering Unmasked Estep 
Score: -22294742.000000 Penalty: 5965.368164
	Iteration 30Q: 3 clusters Score -2.229474e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 160176 members 
Entering Unmasked Estep 
Score: -22294734.000000 Penalty: 5965.368164
	Iteration 31Q: 3 clusters Score -2.229473e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 160286 members 
Entering Unmasked Estep 
Score: -22294728.000000 Penalty: 5965.368164
	Iteration 32Q: 3 clusters Score -2.229473e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 160399 members 
Entering Unmasked Estep 
Score: -22294690.000000 Penalty: 5965.368164
	Iteration 33Q: 3 clusters Score -2.229469e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 160510 members 
Entering Unmasked Estep 
Score: -22294772.000000 Penalty: 5965.368164
	Iteration 34Q: 3 clusters Score -2.229477e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 160613 members 
Entering Unmasked Estep 
Score: -22294736.000000 Penalty: 5965.368164
	Iteration 35Q: 3 clusters Score -2.229474e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 160722 members 
Entering Unmasked Estep 
Score: -22294720.000000 Penalty: 5965.368164
	Iteration 36Q: 3 clusters Score -2.229472e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 160804 members 
Entering Unmasked Estep 
Score: -22294718.000000 Penalty: 5965.368164
	Iteration 37Q: 3 clusters Score -2.229472e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 160886 members 
Entering Unmasked Estep 
Score: -22294674.000000 Penalty: 5965.368164
	Iteration 38Q: 3 clusters Score -2.229467e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 160953 members 
Entering Unmasked Estep 
Score: -22294640.000000 Penalty: 5965.368164
	Iteration 39Q: 3 clusters Score -2.229464e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 161019 members 
Entering Unmasked Estep 
Score: -22294640.000000 Penalty: 5965.368164
	Iteration 40F: 3 clusters Score -2.229464e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 161070 members 
Entering Unmasked Estep 
Score: -22294632.000000 Penalty: 5965.368164
	Iteration 41Q: 3 clusters Score -2.229463e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 161131 members 
Entering Unmasked Estep 
Score: -22294622.000000 Penalty: 5965.368164
	Iteration 42Q: 3 clusters Score -2.229462e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 161200 members 
Entering Unmasked Estep 
Score: -22294636.000000 Penalty: 5965.368164
	Iteration 43Q: 3 clusters Score -2.229464e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 161257 members 
Entering Unmasked Estep 
Score: -22294658.000000 Penalty: 5965.368164
	Iteration 44Q: 3 clusters Score -2.229466e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 161308 members 
Entering Unmasked Estep 
Score: -22294648.000000 Penalty: 5965.368164
	Iteration 45Q: 3 clusters Score -2.229465e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 161359 members 
Entering Unmasked Estep 
Score: -22294674.000000 Penalty: 5965.368164
	Iteration 46Q: 3 clusters Score -2.229467e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 161414 members 
Entering Unmasked Estep 
Score: -22294702.000000 Penalty: 5965.368164
	Iteration 47Q: 3 clusters Score -2.22947e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 161466 members 
Entering Unmasked Estep 
Score: -22294690.000000 Penalty: 5965.368164
	Iteration 48Q: 3 clusters Score -2.229469e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 161517 members 
Entering Unmasked Estep 
Score: -22294682.000000 Penalty: 5965.368164
	Iteration 49Q: 3 clusters Score -2.229468e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 161570 members 
Entering Unmasked Estep 
Score: -22294648.000000 Penalty: 5965.368164
	Iteration 50Q: 3 clusters Score -2.229465e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 161620 members 
Entering Unmasked Estep 
Score: -22294622.000000 Penalty: 5965.368164
	Iteration 51Q: 3 clusters Score -2.229462e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 161672 members 
Entering Unmasked Estep 
Score: -22294644.000000 Penalty: 5965.368164
	Iteration 52Q: 3 clusters Score -2.229464e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 161714 members 
Entering Unmasked Estep 
Score: -22294636.000000 Penalty: 5965.368164
	Iteration 53Q: 3 clusters Score -2.229464e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 161748 members 
Entering Unmasked Estep 
Score: -22294640.000000 Penalty: 5965.368164
	Iteration 54Q: 3 clusters Score -2.229464e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 161778 members 
Entering Unmasked Estep 
Score: -22294624.000000 Penalty: 5965.368164
	Iteration 55Q: 3 clusters Score -2.229462e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 161813 members 
Entering Unmasked Estep 
Score: -22294600.000000 Penalty: 5965.368164
	Iteration 56Q: 3 clusters Score -2.22946e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 161853 members 
Entering Unmasked Estep 
Score: -22294580.000000 Penalty: 5965.368164
	Iteration 57Q: 3 clusters Score -2.229458e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 161899 members 
Entering Unmasked Estep 
Score: -22294576.000000 Penalty: 5965.368164
	Iteration 58Q: 3 clusters Score -2.229458e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 161942 members 
Entering Unmasked Estep 
Score: -22294596.000000 Penalty: 5965.368164
	Iteration 59Q: 3 clusters Score -2.22946e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 161978 members 
Entering Unmasked Estep 
Score: -22294576.000000 Penalty: 5965.368164
	Iteration 60F: 3 clusters Score -2.229458e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 162010 members 
Entering Unmasked Estep 
Score: -22294572.000000 Penalty: 5965.368164
	Iteration 61Q: 3 clusters Score -2.229457e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 162036 members 
Entering Unmasked Estep 
Score: -22294572.000000 Penalty: 5965.368164
	Iteration 62Q: 3 clusters Score -2.229457e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 162064 members 
Entering Unmasked Estep 
Score: -22294588.000000 Penalty: 5965.368164
	Iteration 63Q: 3 clusters Score -2.229459e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 162089 members 
Entering Unmasked Estep 
Score: -22294616.000000 Penalty: 5965.368164
	Iteration 64Q: 3 clusters Score -2.229462e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 162113 members 
Entering Unmasked Estep 
Score: -22294600.000000 Penalty: 5965.368164
	Iteration 65Q: 3 clusters Score -2.22946e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 162135 members 
Entering Unmasked Estep 
Score: -22294612.000000 Penalty: 5965.368164
	Iteration 66Q: 3 clusters Score -2.229461e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 162155 members 
Entering Unmasked Estep 
Score: -22294620.000000 Penalty: 5965.368164
	Iteration 67Q: 3 clusters Score -2.229462e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 162174 members 
Entering Unmasked Estep 
Score: -22294628.000000 Penalty: 5965.368164
	Iteration 68Q: 3 clusters Score -2.229463e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 162190 members 
Entering Unmasked Estep 
Score: -22294646.000000 Penalty: 5965.368164
	Iteration 69Q: 3 clusters Score -2.229465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 162208 members 
Entering Unmasked Estep 
Score: -22294628.000000 Penalty: 5965.368164
	Iteration 70Q: 3 clusters Score -2.229463e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 162224 members 
Entering Unmasked Estep 
Score: -22294616.000000 Penalty: 5965.368164
	Iteration 71Q: 3 clusters Score -2.229462e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 162245 members 
Entering Unmasked Estep 
Score: -22294614.000000 Penalty: 5965.368164
	Iteration 72Q: 3 clusters Score -2.229461e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 162263 members 
Entering Unmasked Estep 
Score: -22294628.000000 Penalty: 5965.368164
	Iteration 73Q: 3 clusters Score -2.229463e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 162280 members 
Entering Unmasked Estep 
Score: -22294636.000000 Penalty: 5965.368164
	Iteration 74Q: 3 clusters Score -2.229464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 162294 members 
Entering Unmasked Estep 
Score: -22294640.000000 Penalty: 5965.368164
	Iteration 75Q: 3 clusters Score -2.229464e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 162308 members 
Entering Unmasked Estep 
Score: -22294626.000000 Penalty: 5965.368164
	Iteration 76Q: 3 clusters Score -2.229463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 162318 members 
Entering Unmasked Estep 
Score: -22294644.000000 Penalty: 5965.368164
	Iteration 77Q: 3 clusters Score -2.229464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 162328 members 
Entering Unmasked Estep 
Score: -22294616.000000 Penalty: 5965.368164
	Iteration 78Q: 3 clusters Score -2.229462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 162336 members 
Entering Unmasked Estep 
Score: -22294616.000000 Penalty: 5965.368164
	Iteration 79Q: 3 clusters Score -2.229462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 162341 members 
Entering Unmasked Estep 
Score: -22294634.000000 Penalty: 5965.368164
	Iteration 80F: 3 clusters Score -2.229463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 162343 members 
Entering Unmasked Estep 
Score: -22294634.000000 Penalty: 5965.368164
	Iteration 81Q: 3 clusters Score -2.229463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 162345 members 
Entering Unmasked Estep 
Score: -22294638.000000 Penalty: 5965.368164
	Iteration 82Q: 3 clusters Score -2.229464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 162348 members 
Entering Unmasked Estep 
Score: -22294630.000000 Penalty: 5965.368164
	Iteration 83Q: 3 clusters Score -2.229463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 162351 members 
Entering Unmasked Estep 
Score: -22294630.000000 Penalty: 5965.368164
	Iteration 84Q: 3 clusters Score -2.229463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 162354 members 
Entering Unmasked Estep 
Score: -22294622.000000 Penalty: 5965.368164
	Iteration 85Q: 3 clusters Score -2.229462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 162357 members 
Entering Unmasked Estep 
Score: -22294624.000000 Penalty: 5965.368164
	Iteration 86Q: 3 clusters Score -2.229462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 162361 members 
Entering Unmasked Estep 
Score: -22294618.000000 Penalty: 5965.368164
	Iteration 87Q: 3 clusters Score -2.229462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 162361 members 
Entering Unmasked Estep 
Score: -22294618.000000 Penalty: 5965.368164
	Iteration 88Q: 3 clusters Score -2.229462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 162362 members 
Entering Unmasked Estep 
Score: -22294622.000000 Penalty: 5965.368164
	Iteration 89Q: 3 clusters Score -2.229462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 162363 members 
Entering Unmasked Estep 
Score: -22294618.000000 Penalty: 5965.368164
	Iteration 90Q: 3 clusters Score -2.229462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 162364 members 
Entering Unmasked Estep 
Score: -22294610.000000 Penalty: 5965.368164
	Iteration 91Q: 3 clusters Score -2.229461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 162366 members 
Entering Unmasked Estep 
Score: -22294610.000000 Penalty: 5965.368164
	Iteration 92Q: 3 clusters Score -2.229461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 162367 members 
Entering Unmasked Estep 
Score: -22294620.000000 Penalty: 5965.368164
	Iteration 93Q: 3 clusters Score -2.229462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 162368 members 
Entering Unmasked Estep 
Score: -22294622.000000 Penalty: 5965.368164
	Iteration 94Q: 3 clusters Score -2.229462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 162370 members 
Entering Unmasked Estep 
Score: -22294628.000000 Penalty: 5965.368164
	Iteration 95Q: 3 clusters Score -2.229463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 162373 members 
Entering Unmasked Estep 
Score: -22294632.000000 Penalty: 5965.368164
	Iteration 96Q: 3 clusters Score -2.229463e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 162373 members 
Entering Unmasked Estep 
Score: -22294632.000000 Penalty: 5965.368164
	Iteration 97F: 3 clusters Score -2.229463e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (149875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149875 members 
Entering Unmasked Estep 
Score: -19925206.000000 Penalty: 2955.554199
	Iteration 0F: 2 clusters Score -1.992521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74726 members 
Mstep: Class 2 contains 75149 members 
Entering Unmasked Estep 
Score: -19825104.000000 Penalty: 5911.108398
	Iteration 0F: 3 clusters Score -1.98251e+07 nChanged 71679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73267 members 
Mstep: Class 2 contains 76608 members 
Entering Unmasked Estep 
Score: -19866676.000000 Penalty: 5911.108398
	Iteration 1F: 3 clusters Score -1.986668e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72417 members 
Mstep: Class 2 contains 77458 members 
Entering Unmasked Estep 
Score: -19867790.000000 Penalty: 5911.108398
	Iteration 2Q: 3 clusters Score -1.986779e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71062 members 
Mstep: Class 2 contains 78813 members 
Entering Unmasked Estep 
Score: -19869206.000000 Penalty: 5911.108398
	Iteration 3Q: 3 clusters Score -1.986921e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69069 members 
Mstep: Class 2 contains 80806 members 
Entering Unmasked Estep 
Score: -19871002.000000 Penalty: 5911.108398
	Iteration 4Q: 3 clusters Score -1.9871e+07 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65961 members 
Mstep: Class 2 contains 83914 members 
Entering Unmasked Estep 
Score: -19873686.000000 Penalty: 5911.108398
	Iteration 5Q: 3 clusters Score -1.987369e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61304 members 
Mstep: Class 2 contains 88571 members 
Entering Unmasked Estep 
Score: -19877700.000000 Penalty: 5911.108398
	Iteration 6Q: 3 clusters Score -1.98777e+07 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54893 members 
Mstep: Class 2 contains 94982 members 
Entering Unmasked Estep 
Score: -19883586.000000 Penalty: 5911.108398
	Iteration 7F: 3 clusters Score -1.988359e+07 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 102402 members 
Entering Unmasked Estep 
Score: -19890516.000000 Penalty: 5911.108398
	Iteration 8F: 3 clusters Score -1.989052e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 110131 members 
Entering Unmasked Estep 
Score: -19897074.000000 Penalty: 5911.108398
	Iteration 9F: 3 clusters Score -1.989707e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 117377 members 
Entering Unmasked Estep 
Score: -19902562.000000 Penalty: 5911.108398
	Iteration 10F: 3 clusters Score -1.990256e+07 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 124072 members 
Entering Unmasked Estep 
Score: -19907256.000000 Penalty: 5911.108398
	Iteration 11Q: 3 clusters Score -1.990726e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 130077 members 
Entering Unmasked Estep 
Score: -19911242.000000 Penalty: 5911.108398
	Iteration 12Q: 3 clusters Score -1.991124e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 135352 members 
Entering Unmasked Estep 
Score: -19914546.000000 Penalty: 5911.108398
	Iteration 13Q: 3 clusters Score -1.991455e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 139586 members 
Entering Unmasked Estep 
Score: -19917400.000000 Penalty: 5911.108398
	Iteration 14Q: 3 clusters Score -1.99174e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 142751 members 
Entering Unmasked Estep 
Score: -19919490.000000 Penalty: 5911.108398
	Iteration 15Q: 3 clusters Score -1.991949e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 144867 members 
Entering Unmasked Estep 
Score: -19920746.000000 Penalty: 5911.108398
	Iteration 16Q: 3 clusters Score -1.992075e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 146191 members 
Entering Unmasked Estep 
Score: -19921580.000000 Penalty: 5911.108398
	Iteration 17Q: 3 clusters Score -1.992158e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 146992 members 
Entering Unmasked Estep 
Score: -19922022.000000 Penalty: 5911.108398
	Iteration 18Q: 3 clusters Score -1.992202e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 147515 members 
Entering Unmasked Estep 
Score: -19922272.000000 Penalty: 5911.108398
	Iteration 19Q: 3 clusters Score -1.992227e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 147854 members 
Entering Unmasked Estep 
Score: -19922434.000000 Penalty: 5911.108398
	Iteration 20F: 3 clusters Score -1.992243e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 148063 members 
Entering Unmasked Estep 
Score: -19922552.000000 Penalty: 5911.108398
	Iteration 21Q: 3 clusters Score -1.992255e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 148215 members 
Entering Unmasked Estep 
Score: -19922608.000000 Penalty: 5911.108398
	Iteration 22Q: 3 clusters Score -1.992261e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 148337 members 
Entering Unmasked Estep 
Score: -19922678.000000 Penalty: 5911.108398
	Iteration 23Q: 3 clusters Score -1.992268e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 148414 members 
Entering Unmasked Estep 
Score: -19922700.000000 Penalty: 5911.108398
	Iteration 24Q: 3 clusters Score -1.99227e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 148466 members 
Entering Unmasked Estep 
Score: -19922736.000000 Penalty: 5911.108398
	Iteration 25Q: 3 clusters Score -1.992274e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 148514 members 
Entering Unmasked Estep 
Score: -19922784.000000 Penalty: 5911.108398
	Iteration 26Q: 3 clusters Score -1.992278e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 148549 members 
Entering Unmasked Estep 
Score: -19922780.000000 Penalty: 5911.108398
	Iteration 27Q: 3 clusters Score -1.992278e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 148590 members 
Entering Unmasked Estep 
Score: -19922796.000000 Penalty: 5911.108398
	Iteration 28Q: 3 clusters Score -1.99228e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 148618 members 
Entering Unmasked Estep 
Score: -19922830.000000 Penalty: 5911.108398
	Iteration 29Q: 3 clusters Score -1.992283e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 148643 members 
Entering Unmasked Estep 
Score: -19922816.000000 Penalty: 5911.108398
	Iteration 30Q: 3 clusters Score -1.992282e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 148663 members 
Entering Unmasked Estep 
Score: -19922830.000000 Penalty: 5911.108398
	Iteration 31Q: 3 clusters Score -1.992283e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 148682 members 
Entering Unmasked Estep 
Score: -19922810.000000 Penalty: 5911.108398
	Iteration 32Q: 3 clusters Score -1.992281e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 148690 members 
Entering Unmasked Estep 
Score: -19922862.000000 Penalty: 5911.108398
	Iteration 33Q: 3 clusters Score -1.992286e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 148701 members 
Entering Unmasked Estep 
Score: -19922846.000000 Penalty: 5911.108398
	Iteration 34Q: 3 clusters Score -1.992285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 148712 members 
Entering Unmasked Estep 
Score: -19922874.000000 Penalty: 5911.108398
	Iteration 35Q: 3 clusters Score -1.992287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 148718 members 
Entering Unmasked Estep 
Score: -19922854.000000 Penalty: 5911.108398
	Iteration 36Q: 3 clusters Score -1.992285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 148726 members 
Entering Unmasked Estep 
Score: -19922858.000000 Penalty: 5911.108398
	Iteration 37Q: 3 clusters Score -1.992286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 148733 members 
Entering Unmasked Estep 
Score: -19922852.000000 Penalty: 5911.108398
	Iteration 38Q: 3 clusters Score -1.992285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 148739 members 
Entering Unmasked Estep 
Score: -19922874.000000 Penalty: 5911.108398
	Iteration 39Q: 3 clusters Score -1.992287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 148744 members 
Entering Unmasked Estep 
Score: -19922892.000000 Penalty: 5911.108398
	Iteration 40F: 3 clusters Score -1.992289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 148752 members 
Entering Unmasked Estep 
Score: -19922888.000000 Penalty: 5911.108398
	Iteration 41Q: 3 clusters Score -1.992289e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 148762 members 
Entering Unmasked Estep 
Score: -19922872.000000 Penalty: 5911.108398
	Iteration 42Q: 3 clusters Score -1.992287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 148765 members 
Entering Unmasked Estep 
Score: -19922878.000000 Penalty: 5911.108398
	Iteration 43Q: 3 clusters Score -1.992288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 148774 members 
Entering Unmasked Estep 
Score: -19922882.000000 Penalty: 5911.108398
	Iteration 44Q: 3 clusters Score -1.992288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 148782 members 
Entering Unmasked Estep 
Score: -19922884.000000 Penalty: 5911.108398
	Iteration 45Q: 3 clusters Score -1.992288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 148786 members 
Entering Unmasked Estep 
Score: -19922900.000000 Penalty: 5911.108398
	Iteration 46Q: 3 clusters Score -1.99229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 148792 members 
Entering Unmasked Estep 
Score: -19922898.000000 Penalty: 5911.108398
	Iteration 47Q: 3 clusters Score -1.99229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 148800 members 
Entering Unmasked Estep 
Score: -19922888.000000 Penalty: 5911.108398
	Iteration 48Q: 3 clusters Score -1.992289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 148806 members 
Entering Unmasked Estep 
Score: -19922880.000000 Penalty: 5911.108398
	Iteration 49Q: 3 clusters Score -1.992288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 148813 members 
Entering Unmasked Estep 
Score: -19922892.000000 Penalty: 5911.108398
	Iteration 50Q: 3 clusters Score -1.992289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 148815 members 
Entering Unmasked Estep 
Score: -19922892.000000 Penalty: 5911.108398
	Iteration 51Q: 3 clusters Score -1.992289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 148816 members 
Entering Unmasked Estep 
Score: -19922892.000000 Penalty: 5911.108398
	Iteration 52Q: 3 clusters Score -1.992289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 148818 members 
Entering Unmasked Estep 
Score: -19922894.000000 Penalty: 5911.108398
	Iteration 53Q: 3 clusters Score -1.992289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 148819 members 
Entering Unmasked Estep 
Score: -19922886.000000 Penalty: 5911.108398
	Iteration 54Q: 3 clusters Score -1.992289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 148819 members 
Entering Unmasked Estep 
Score: -19922890.000000 Penalty: 5911.108398
	Iteration 55Q: 3 clusters Score -1.992289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 148818 members 
Entering Unmasked Estep 
Score: -19922886.000000 Penalty: 5911.108398
	Iteration 56Q: 3 clusters Score -1.992289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 148817 members 
Entering Unmasked Estep 
Score: -19922896.000000 Penalty: 5911.108398
	Iteration 57Q: 3 clusters Score -1.99229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 148817 members 
Entering Unmasked Estep 
Score: -19922896.000000 Penalty: 5911.108398
	Iteration 58F: 3 clusters Score -1.99229e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (150226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150226 members 
Entering Unmasked Estep 
Score: -20129304.000000 Penalty: 2956.134277
	Iteration 0F: 2 clusters Score -2.01293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75073 members 
Mstep: Class 2 contains 75153 members 
Entering Unmasked Estep 
Score: -20030232.000000 Penalty: 5912.268555
	Iteration 0F: 3 clusters Score -2.003023e+07 nChanged 71856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75107 members 
Mstep: Class 2 contains 75119 members 
Entering Unmasked Estep 
Score: -20071738.000000 Penalty: 5912.268555
	Iteration 1F: 3 clusters Score -2.007174e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75282 members 
Mstep: Class 2 contains 74944 members 
Entering Unmasked Estep 
Score: -20073452.000000 Penalty: 5912.268555
	Iteration 2Q: 3 clusters Score -2.007345e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 74344 members 
Entering Unmasked Estep 
Score: -20076178.000000 Penalty: 5912.268555
	Iteration 3Q: 3 clusters Score -2.007618e+07 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77055 members 
Mstep: Class 2 contains 73171 members 
Entering Unmasked Estep 
Score: -20080196.000000 Penalty: 5912.268555
	Iteration 4F: 3 clusters Score -2.00802e+07 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78809 members 
Mstep: Class 2 contains 71417 members 
Entering Unmasked Estep 
Score: -20085542.000000 Penalty: 5912.268555
	Iteration 5F: 3 clusters Score -2.008554e+07 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80955 members 
Mstep: Class 2 contains 69271 members 
Entering Unmasked Estep 
Score: -20091230.000000 Penalty: 5912.268555
	Iteration 6F: 3 clusters Score -2.009123e+07 nChanged 9730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83425 members 
Mstep: Class 2 contains 66801 members 
Entering Unmasked Estep 
Score: -20097210.000000 Penalty: 5912.268555
	Iteration 7F: 3 clusters Score -2.009721e+07 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86057 members 
Mstep: Class 2 contains 64169 members 
Entering Unmasked Estep 
Score: -20102656.000000 Penalty: 5912.268555
	Iteration 8F: 3 clusters Score -2.010266e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88733 members 
Mstep: Class 2 contains 61493 members 
Entering Unmasked Estep 
Score: -20106742.000000 Penalty: 5912.268555
	Iteration 9F: 3 clusters Score -2.010674e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91459 members 
Mstep: Class 2 contains 58767 members 
Entering Unmasked Estep 
Score: -20109936.000000 Penalty: 5912.268555
	Iteration 10Q: 3 clusters Score -2.010994e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94243 members 
Mstep: Class 2 contains 55983 members 
Entering Unmasked Estep 
Score: -20112048.000000 Penalty: 5912.268555
	Iteration 11Q: 3 clusters Score -2.011205e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97010 members 
Mstep: Class 2 contains 53216 members 
Entering Unmasked Estep 
Score: -20113626.000000 Penalty: 5912.268555
	Iteration 12Q: 3 clusters Score -2.011363e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99719 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -20114690.000000 Penalty: 5912.268555
	Iteration 13Q: 3 clusters Score -2.011469e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102252 members 
Mstep: Class 2 contains 47974 members 
Entering Unmasked Estep 
Score: -20115698.000000 Penalty: 5912.268555
	Iteration 14Q: 3 clusters Score -2.01157e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104652 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -20116674.000000 Penalty: 5912.268555
	Iteration 15Q: 3 clusters Score -2.011667e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106885 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -20117426.000000 Penalty: 5912.268555
	Iteration 16Q: 3 clusters Score -2.011743e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109013 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -20118010.000000 Penalty: 5912.268555
	Iteration 17Q: 3 clusters Score -2.011801e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111107 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -20118562.000000 Penalty: 5912.268555
	Iteration 18Q: 3 clusters Score -2.011856e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113137 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -20119060.000000 Penalty: 5912.268555
	Iteration 19Q: 3 clusters Score -2.011906e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115145 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -20119602.000000 Penalty: 5912.268555
	Iteration 20F: 3 clusters Score -2.01196e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117116 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -20120152.000000 Penalty: 5912.268555
	Iteration 21Q: 3 clusters Score -2.012015e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118994 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -20120660.000000 Penalty: 5912.268555
	Iteration 22Q: 3 clusters Score -2.012066e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120921 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -20121154.000000 Penalty: 5912.268555
	Iteration 23Q: 3 clusters Score -2.012115e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122794 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -20121670.000000 Penalty: 5912.268555
	Iteration 24Q: 3 clusters Score -2.012167e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124672 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -20122136.000000 Penalty: 5912.268555
	Iteration 25Q: 3 clusters Score -2.012214e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126451 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -20122584.000000 Penalty: 5912.268555
	Iteration 26Q: 3 clusters Score -2.012258e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128125 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -20122976.000000 Penalty: 5912.268555
	Iteration 27Q: 3 clusters Score -2.012298e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129721 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -20123334.000000 Penalty: 5912.268555
	Iteration 28Q: 3 clusters Score -2.012333e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131230 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -20123606.000000 Penalty: 5912.268555
	Iteration 29Q: 3 clusters Score -2.012361e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132701 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -20123928.000000 Penalty: 5912.268555
	Iteration 30Q: 3 clusters Score -2.012393e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134122 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -20124272.000000 Penalty: 5912.268555
	Iteration 31Q: 3 clusters Score -2.012427e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135384 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -20124564.000000 Penalty: 5912.268555
	Iteration 32Q: 3 clusters Score -2.012456e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136489 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -20124858.000000 Penalty: 5912.268555
	Iteration 33Q: 3 clusters Score -2.012486e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137534 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -20125134.000000 Penalty: 5912.268555
	Iteration 34Q: 3 clusters Score -2.012513e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138490 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -20125330.000000 Penalty: 5912.268555
	Iteration 35Q: 3 clusters Score -2.012533e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139412 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -20125500.000000 Penalty: 5912.268555
	Iteration 36Q: 3 clusters Score -2.01255e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140317 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -20125622.000000 Penalty: 5912.268555
	Iteration 37Q: 3 clusters Score -2.012562e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141064 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -20125890.000000 Penalty: 5912.268555
	Iteration 38Q: 3 clusters Score -2.012589e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141733 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -20126158.000000 Penalty: 5912.268555
	Iteration 39Q: 3 clusters Score -2.012616e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142339 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -20126356.000000 Penalty: 5912.268555
	Iteration 40F: 3 clusters Score -2.012636e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142921 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -20126546.000000 Penalty: 5912.268555
	Iteration 41Q: 3 clusters Score -2.012655e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143428 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -20126734.000000 Penalty: 5912.268555
	Iteration 42Q: 3 clusters Score -2.012673e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143882 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -20126846.000000 Penalty: 5912.268555
	Iteration 43Q: 3 clusters Score -2.012685e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144256 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -20126944.000000 Penalty: 5912.268555
	Iteration 44Q: 3 clusters Score -2.012694e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144582 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -20127004.000000 Penalty: 5912.268555
	Iteration 45Q: 3 clusters Score -2.0127e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144889 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -20127138.000000 Penalty: 5912.268555
	Iteration 46Q: 3 clusters Score -2.012714e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145161 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -20127184.000000 Penalty: 5912.268555
	Iteration 47Q: 3 clusters Score -2.012718e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145428 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -20127236.000000 Penalty: 5912.268555
	Iteration 48Q: 3 clusters Score -2.012724e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145645 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -20127266.000000 Penalty: 5912.268555
	Iteration 49Q: 3 clusters Score -2.012727e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145828 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -20127318.000000 Penalty: 5912.268555
	Iteration 50Q: 3 clusters Score -2.012732e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145989 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -20127382.000000 Penalty: 5912.268555
	Iteration 51Q: 3 clusters Score -2.012738e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146140 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -20127438.000000 Penalty: 5912.268555
	Iteration 52Q: 3 clusters Score -2.012744e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146264 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -20127438.000000 Penalty: 5912.268555
	Iteration 53Q: 3 clusters Score -2.012744e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146381 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -20127482.000000 Penalty: 5912.268555
	Iteration 54Q: 3 clusters Score -2.012748e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146492 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -20127476.000000 Penalty: 5912.268555
	Iteration 55Q: 3 clusters Score -2.012748e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146590 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -20127508.000000 Penalty: 5912.268555
	Iteration 56Q: 3 clusters Score -2.012751e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146679 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -20127506.000000 Penalty: 5912.268555
	Iteration 57Q: 3 clusters Score -2.012751e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146764 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -20127534.000000 Penalty: 5912.268555
	Iteration 58Q: 3 clusters Score -2.012753e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146827 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -20127538.000000 Penalty: 5912.268555
	Iteration 59Q: 3 clusters Score -2.012754e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146884 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -20127560.000000 Penalty: 5912.268555
	Iteration 60F: 3 clusters Score -2.012756e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146931 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -20127598.000000 Penalty: 5912.268555
	Iteration 61Q: 3 clusters Score -2.01276e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146977 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -20127606.000000 Penalty: 5912.268555
	Iteration 62Q: 3 clusters Score -2.012761e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147014 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -20127560.000000 Penalty: 5912.268555
	Iteration 63Q: 3 clusters Score -2.012756e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147051 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -20127556.000000 Penalty: 5912.268555
	Iteration 64Q: 3 clusters Score -2.012756e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147085 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -20127564.000000 Penalty: 5912.268555
	Iteration 65Q: 3 clusters Score -2.012756e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147124 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -20127562.000000 Penalty: 5912.268555
	Iteration 66Q: 3 clusters Score -2.012756e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147156 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -20127602.000000 Penalty: 5912.268555
	Iteration 67Q: 3 clusters Score -2.01276e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147195 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -20127588.000000 Penalty: 5912.268555
	Iteration 68Q: 3 clusters Score -2.012759e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147230 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -20127620.000000 Penalty: 5912.268555
	Iteration 69Q: 3 clusters Score -2.012762e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147267 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -20127632.000000 Penalty: 5912.268555
	Iteration 70Q: 3 clusters Score -2.012763e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147302 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -20127636.000000 Penalty: 5912.268555
	Iteration 71Q: 3 clusters Score -2.012764e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147329 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -20127622.000000 Penalty: 5912.268555
	Iteration 72Q: 3 clusters Score -2.012762e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147349 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -20127610.000000 Penalty: 5912.268555
	Iteration 73Q: 3 clusters Score -2.012761e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147370 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -20127602.000000 Penalty: 5912.268555
	Iteration 74Q: 3 clusters Score -2.01276e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147387 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -20127610.000000 Penalty: 5912.268555
	Iteration 75Q: 3 clusters Score -2.012761e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147403 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -20127644.000000 Penalty: 5912.268555
	Iteration 76Q: 3 clusters Score -2.012764e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147419 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -20127648.000000 Penalty: 5912.268555
	Iteration 77Q: 3 clusters Score -2.012765e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147438 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -20127652.000000 Penalty: 5912.268555
	Iteration 78Q: 3 clusters Score -2.012765e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147453 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -20127660.000000 Penalty: 5912.268555
	Iteration 79Q: 3 clusters Score -2.012766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147459 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -20127674.000000 Penalty: 5912.268555
	Iteration 80F: 3 clusters Score -2.012767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147468 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -20127664.000000 Penalty: 5912.268555
	Iteration 81Q: 3 clusters Score -2.012766e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147484 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -20127672.000000 Penalty: 5912.268555
	Iteration 82Q: 3 clusters Score -2.012767e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147500 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -20127686.000000 Penalty: 5912.268555
	Iteration 83Q: 3 clusters Score -2.012769e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147514 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -20127680.000000 Penalty: 5912.268555
	Iteration 84Q: 3 clusters Score -2.012768e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147528 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -20127656.000000 Penalty: 5912.268555
	Iteration 85Q: 3 clusters Score -2.012766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147542 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -20127654.000000 Penalty: 5912.268555
	Iteration 86Q: 3 clusters Score -2.012765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147552 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -20127670.000000 Penalty: 5912.268555
	Iteration 87Q: 3 clusters Score -2.012767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147561 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -20127686.000000 Penalty: 5912.268555
	Iteration 88Q: 3 clusters Score -2.012769e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147575 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -20127674.000000 Penalty: 5912.268555
	Iteration 89Q: 3 clusters Score -2.012767e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147589 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -20127682.000000 Penalty: 5912.268555
	Iteration 90Q: 3 clusters Score -2.012768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147595 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -20127690.000000 Penalty: 5912.268555
	Iteration 91Q: 3 clusters Score -2.012769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147603 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -20127684.000000 Penalty: 5912.268555
	Iteration 92Q: 3 clusters Score -2.012768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147610 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -20127680.000000 Penalty: 5912.268555
	Iteration 93Q: 3 clusters Score -2.012768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147622 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -20127678.000000 Penalty: 5912.268555
	Iteration 94Q: 3 clusters Score -2.012768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147634 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -20127668.000000 Penalty: 5912.268555
	Iteration 95Q: 3 clusters Score -2.012767e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147645 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -20127672.000000 Penalty: 5912.268555
	Iteration 96Q: 3 clusters Score -2.012767e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147653 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -20127662.000000 Penalty: 5912.268555
	Iteration 97Q: 3 clusters Score -2.012766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147658 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -20127656.000000 Penalty: 5912.268555
	Iteration 98Q: 3 clusters Score -2.012766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147663 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -20127660.000000 Penalty: 5912.268555
	Iteration 99Q: 3 clusters Score -2.012766e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147668 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -20127652.000000 Penalty: 5912.268555
	Iteration 100F: 3 clusters Score -2.012765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147670 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -20127648.000000 Penalty: 5912.268555
	Iteration 101Q: 3 clusters Score -2.012765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147674 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -20127646.000000 Penalty: 5912.268555
	Iteration 102Q: 3 clusters Score -2.012765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147681 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -20127662.000000 Penalty: 5912.268555
	Iteration 103Q: 3 clusters Score -2.012766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147690 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -20127668.000000 Penalty: 5912.268555
	Iteration 104Q: 3 clusters Score -2.012767e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147702 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -20127686.000000 Penalty: 5912.268555
	Iteration 105Q: 3 clusters Score -2.012769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147709 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -20127688.000000 Penalty: 5912.268555
	Iteration 106Q: 3 clusters Score -2.012769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147718 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -20127682.000000 Penalty: 5912.268555
	Iteration 107Q: 3 clusters Score -2.012768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147726 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -20127678.000000 Penalty: 5912.268555
	Iteration 108Q: 3 clusters Score -2.012768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147733 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -20127682.000000 Penalty: 5912.268555
	Iteration 109Q: 3 clusters Score -2.012768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147740 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -20127692.000000 Penalty: 5912.268555
	Iteration 110Q: 3 clusters Score -2.012769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147745 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -20127688.000000 Penalty: 5912.268555
	Iteration 111Q: 3 clusters Score -2.012769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147748 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -20127686.000000 Penalty: 5912.268555
	Iteration 112Q: 3 clusters Score -2.012769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147751 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -20127694.000000 Penalty: 5912.268555
	Iteration 113Q: 3 clusters Score -2.012769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147754 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -20127692.000000 Penalty: 5912.268555
	Iteration 114Q: 3 clusters Score -2.012769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147760 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -20127680.000000 Penalty: 5912.268555
	Iteration 115Q: 3 clusters Score -2.012768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147765 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -20127684.000000 Penalty: 5912.268555
	Iteration 116Q: 3 clusters Score -2.012768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147769 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -20127684.000000 Penalty: 5912.268555
	Iteration 117Q: 3 clusters Score -2.012768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147774 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -20127690.000000 Penalty: 5912.268555
	Iteration 118Q: 3 clusters Score -2.012769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147778 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -20127692.000000 Penalty: 5912.268555
	Iteration 119Q: 3 clusters Score -2.012769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147784 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -20127684.000000 Penalty: 5912.268555
	Iteration 120F: 3 clusters Score -2.012768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147787 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -20127690.000000 Penalty: 5912.268555
	Iteration 121Q: 3 clusters Score -2.012769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147787 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -20127682.000000 Penalty: 5912.268555
	Iteration 122Q: 3 clusters Score -2.012768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147788 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -20127692.000000 Penalty: 5912.268555
	Iteration 123Q: 3 clusters Score -2.012769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147789 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -20127670.000000 Penalty: 5912.268555
	Iteration 124Q: 3 clusters Score -2.012767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147791 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -20127676.000000 Penalty: 5912.268555
	Iteration 125Q: 3 clusters Score -2.012768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147792 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -20127678.000000 Penalty: 5912.268555
	Iteration 126Q: 3 clusters Score -2.012768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147792 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -20127678.000000 Penalty: 5912.268555
	Iteration 127F: 3 clusters Score -2.012768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (157593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157593 members 
Entering Unmasked Estep 
Score: -20898704.000000 Penalty: 2968.007080
	Iteration 0F: 2 clusters Score -2.08987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78726 members 
Mstep: Class 2 contains 78867 members 
Entering Unmasked Estep 
Score: -20794056.000000 Penalty: 5936.014160
	Iteration 0F: 3 clusters Score -2.079406e+07 nChanged 75599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75941 members 
Mstep: Class 2 contains 81652 members 
Entering Unmasked Estep 
Score: -20838200.000000 Penalty: 5936.014160
	Iteration 1F: 3 clusters Score -2.08382e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74110 members 
Mstep: Class 2 contains 83483 members 
Entering Unmasked Estep 
Score: -20839268.000000 Penalty: 5936.014160
	Iteration 2Q: 3 clusters Score -2.083927e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71158 members 
Mstep: Class 2 contains 86435 members 
Entering Unmasked Estep 
Score: -20840966.000000 Penalty: 5936.014160
	Iteration 3Q: 3 clusters Score -2.084097e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66790 members 
Mstep: Class 2 contains 90803 members 
Entering Unmasked Estep 
Score: -20843730.000000 Penalty: 5936.014160
	Iteration 4Q: 3 clusters Score -2.084373e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60739 members 
Mstep: Class 2 contains 96854 members 
Entering Unmasked Estep 
Score: -20847890.000000 Penalty: 5936.014160
	Iteration 5F: 3 clusters Score -2.084789e+07 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 104638 members 
Entering Unmasked Estep 
Score: -20853872.000000 Penalty: 5936.014160
	Iteration 6F: 3 clusters Score -2.085387e+07 nChanged 10925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 113611 members 
Entering Unmasked Estep 
Score: -20862356.000000 Penalty: 5936.014160
	Iteration 7F: 3 clusters Score -2.086236e+07 nChanged 10474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 122151 members 
Entering Unmasked Estep 
Score: -20871740.000000 Penalty: 5936.014160
	Iteration 8F: 3 clusters Score -2.087174e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 128322 members 
Entering Unmasked Estep 
Score: -20879052.000000 Penalty: 5936.014160
	Iteration 9F: 3 clusters Score -2.087905e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 131968 members 
Entering Unmasked Estep 
Score: -20883546.000000 Penalty: 5936.014160
	Iteration 10Q: 3 clusters Score -2.088355e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 134365 members 
Entering Unmasked Estep 
Score: -20886318.000000 Penalty: 5936.014160
	Iteration 11Q: 3 clusters Score -2.088632e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 136343 members 
Entering Unmasked Estep 
Score: -20888122.000000 Penalty: 5936.014160
	Iteration 12Q: 3 clusters Score -2.088812e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 138011 members 
Entering Unmasked Estep 
Score: -20889690.000000 Penalty: 5936.014160
	Iteration 13Q: 3 clusters Score -2.088969e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 139382 members 
Entering Unmasked Estep 
Score: -20890914.000000 Penalty: 5936.014160
	Iteration 14Q: 3 clusters Score -2.089091e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 140453 members 
Entering Unmasked Estep 
Score: -20892038.000000 Penalty: 5936.014160
	Iteration 15Q: 3 clusters Score -2.089204e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 141349 members 
Entering Unmasked Estep 
Score: -20892912.000000 Penalty: 5936.014160
	Iteration 16Q: 3 clusters Score -2.089291e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 142048 members 
Entering Unmasked Estep 
Score: -20893668.000000 Penalty: 5936.014160
	Iteration 17Q: 3 clusters Score -2.089367e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 142637 members 
Entering Unmasked Estep 
Score: -20894140.000000 Penalty: 5936.014160
	Iteration 18Q: 3 clusters Score -2.089414e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 143135 members 
Entering Unmasked Estep 
Score: -20894554.000000 Penalty: 5936.014160
	Iteration 19Q: 3 clusters Score -2.089455e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 143562 members 
Entering Unmasked Estep 
Score: -20894834.000000 Penalty: 5936.014160
	Iteration 20F: 3 clusters Score -2.089483e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 143973 members 
Entering Unmasked Estep 
Score: -20894986.000000 Penalty: 5936.014160
	Iteration 21Q: 3 clusters Score -2.089499e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 144355 members 
Entering Unmasked Estep 
Score: -20895202.000000 Penalty: 5936.014160
	Iteration 22Q: 3 clusters Score -2.08952e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 144713 members 
Entering Unmasked Estep 
Score: -20895360.000000 Penalty: 5936.014160
	Iteration 23Q: 3 clusters Score -2.089536e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 145111 members 
Entering Unmasked Estep 
Score: -20895508.000000 Penalty: 5936.014160
	Iteration 24Q: 3 clusters Score -2.089551e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 145453 members 
Entering Unmasked Estep 
Score: -20895578.000000 Penalty: 5936.014160
	Iteration 25Q: 3 clusters Score -2.089558e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 145767 members 
Entering Unmasked Estep 
Score: -20895628.000000 Penalty: 5936.014160
	Iteration 26Q: 3 clusters Score -2.089563e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 146073 members 
Entering Unmasked Estep 
Score: -20895704.000000 Penalty: 5936.014160
	Iteration 27Q: 3 clusters Score -2.08957e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 146379 members 
Entering Unmasked Estep 
Score: -20895760.000000 Penalty: 5936.014160
	Iteration 28Q: 3 clusters Score -2.089576e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 146692 members 
Entering Unmasked Estep 
Score: -20895834.000000 Penalty: 5936.014160
	Iteration 29Q: 3 clusters Score -2.089583e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 147005 members 
Entering Unmasked Estep 
Score: -20895864.000000 Penalty: 5936.014160
	Iteration 30Q: 3 clusters Score -2.089586e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 147312 members 
Entering Unmasked Estep 
Score: -20895894.000000 Penalty: 5936.014160
	Iteration 31Q: 3 clusters Score -2.089589e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 147588 members 
Entering Unmasked Estep 
Score: -20896010.000000 Penalty: 5936.014160
	Iteration 32Q: 3 clusters Score -2.089601e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 147845 members 
Entering Unmasked Estep 
Score: -20896046.000000 Penalty: 5936.014160
	Iteration 33Q: 3 clusters Score -2.089605e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 148097 members 
Entering Unmasked Estep 
Score: -20896068.000000 Penalty: 5936.014160
	Iteration 34Q: 3 clusters Score -2.089607e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 148313 members 
Entering Unmasked Estep 
Score: -20896108.000000 Penalty: 5936.014160
	Iteration 35Q: 3 clusters Score -2.089611e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 148539 members 
Entering Unmasked Estep 
Score: -20896140.000000 Penalty: 5936.014160
	Iteration 36Q: 3 clusters Score -2.089614e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 148751 members 
Entering Unmasked Estep 
Score: -20896132.000000 Penalty: 5936.014160
	Iteration 37Q: 3 clusters Score -2.089613e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 148949 members 
Entering Unmasked Estep 
Score: -20896120.000000 Penalty: 5936.014160
	Iteration 38Q: 3 clusters Score -2.089612e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 149121 members 
Entering Unmasked Estep 
Score: -20896172.000000 Penalty: 5936.014160
	Iteration 39Q: 3 clusters Score -2.089617e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 149282 members 
Entering Unmasked Estep 
Score: -20896242.000000 Penalty: 5936.014160
	Iteration 40F: 3 clusters Score -2.089624e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 149411 members 
Entering Unmasked Estep 
Score: -20896190.000000 Penalty: 5936.014160
	Iteration 41Q: 3 clusters Score -2.089619e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 149531 members 
Entering Unmasked Estep 
Score: -20896212.000000 Penalty: 5936.014160
	Iteration 42Q: 3 clusters Score -2.089621e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 149643 members 
Entering Unmasked Estep 
Score: -20896208.000000 Penalty: 5936.014160
	Iteration 43Q: 3 clusters Score -2.089621e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 149752 members 
Entering Unmasked Estep 
Score: -20896198.000000 Penalty: 5936.014160
	Iteration 44Q: 3 clusters Score -2.08962e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 149854 members 
Entering Unmasked Estep 
Score: -20896194.000000 Penalty: 5936.014160
	Iteration 45Q: 3 clusters Score -2.089619e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 149941 members 
Entering Unmasked Estep 
Score: -20896204.000000 Penalty: 5936.014160
	Iteration 46Q: 3 clusters Score -2.08962e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 150023 members 
Entering Unmasked Estep 
Score: -20896180.000000 Penalty: 5936.014160
	Iteration 47Q: 3 clusters Score -2.089618e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 150101 members 
Entering Unmasked Estep 
Score: -20896192.000000 Penalty: 5936.014160
	Iteration 48Q: 3 clusters Score -2.089619e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 150171 members 
Entering Unmasked Estep 
Score: -20896194.000000 Penalty: 5936.014160
	Iteration 49Q: 3 clusters Score -2.089619e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 150252 members 
Entering Unmasked Estep 
Score: -20896190.000000 Penalty: 5936.014160
	Iteration 50Q: 3 clusters Score -2.089619e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 150333 members 
Entering Unmasked Estep 
Score: -20896174.000000 Penalty: 5936.014160
	Iteration 51Q: 3 clusters Score -2.089617e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 150417 members 
Entering Unmasked Estep 
Score: -20896176.000000 Penalty: 5936.014160
	Iteration 52Q: 3 clusters Score -2.089618e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 150505 members 
Entering Unmasked Estep 
Score: -20896160.000000 Penalty: 5936.014160
	Iteration 53Q: 3 clusters Score -2.089616e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 150591 members 
Entering Unmasked Estep 
Score: -20896134.000000 Penalty: 5936.014160
	Iteration 54Q: 3 clusters Score -2.089613e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 150668 members 
Entering Unmasked Estep 
Score: -20896168.000000 Penalty: 5936.014160
	Iteration 55Q: 3 clusters Score -2.089617e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 150749 members 
Entering Unmasked Estep 
Score: -20896134.000000 Penalty: 5936.014160
	Iteration 56Q: 3 clusters Score -2.089613e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 150815 members 
Entering Unmasked Estep 
Score: -20896152.000000 Penalty: 5936.014160
	Iteration 57Q: 3 clusters Score -2.089615e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 150870 members 
Entering Unmasked Estep 
Score: -20896164.000000 Penalty: 5936.014160
	Iteration 58Q: 3 clusters Score -2.089616e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 150931 members 
Entering Unmasked Estep 
Score: -20896182.000000 Penalty: 5936.014160
	Iteration 59Q: 3 clusters Score -2.089618e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 150989 members 
Entering Unmasked Estep 
Score: -20896138.000000 Penalty: 5936.014160
	Iteration 60F: 3 clusters Score -2.089614e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 151040 members 
Entering Unmasked Estep 
Score: -20896176.000000 Penalty: 5936.014160
	Iteration 61Q: 3 clusters Score -2.089618e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 151083 members 
Entering Unmasked Estep 
Score: -20896180.000000 Penalty: 5936.014160
	Iteration 62Q: 3 clusters Score -2.089618e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 151127 members 
Entering Unmasked Estep 
Score: -20896166.000000 Penalty: 5936.014160
	Iteration 63Q: 3 clusters Score -2.089617e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 151170 members 
Entering Unmasked Estep 
Score: -20896178.000000 Penalty: 5936.014160
	Iteration 64Q: 3 clusters Score -2.089618e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 151202 members 
Entering Unmasked Estep 
Score: -20896170.000000 Penalty: 5936.014160
	Iteration 65Q: 3 clusters Score -2.089617e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 151237 members 
Entering Unmasked Estep 
Score: -20896162.000000 Penalty: 5936.014160
	Iteration 66Q: 3 clusters Score -2.089616e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 151273 members 
Entering Unmasked Estep 
Score: -20896174.000000 Penalty: 5936.014160
	Iteration 67Q: 3 clusters Score -2.089617e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 151308 members 
Entering Unmasked Estep 
Score: -20896182.000000 Penalty: 5936.014160
	Iteration 68Q: 3 clusters Score -2.089618e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 151341 members 
Entering Unmasked Estep 
Score: -20896176.000000 Penalty: 5936.014160
	Iteration 69Q: 3 clusters Score -2.089618e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 151377 members 
Entering Unmasked Estep 
Score: -20896182.000000 Penalty: 5936.014160
	Iteration 70Q: 3 clusters Score -2.089618e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 151410 members 
Entering Unmasked Estep 
Score: -20896176.000000 Penalty: 5936.014160
	Iteration 71Q: 3 clusters Score -2.089618e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 151444 members 
Entering Unmasked Estep 
Score: -20896162.000000 Penalty: 5936.014160
	Iteration 72Q: 3 clusters Score -2.089616e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 151480 members 
Entering Unmasked Estep 
Score: -20896152.000000 Penalty: 5936.014160
	Iteration 73Q: 3 clusters Score -2.089615e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 151520 members 
Entering Unmasked Estep 
Score: -20896174.000000 Penalty: 5936.014160
	Iteration 74Q: 3 clusters Score -2.089617e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 151572 members 
Entering Unmasked Estep 
Score: -20896190.000000 Penalty: 5936.014160
	Iteration 75Q: 3 clusters Score -2.089619e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 151620 members 
Entering Unmasked Estep 
Score: -20896206.000000 Penalty: 5936.014160
	Iteration 76Q: 3 clusters Score -2.089621e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 151667 members 
Entering Unmasked Estep 
Score: -20896184.000000 Penalty: 5936.014160
	Iteration 77Q: 3 clusters Score -2.089618e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 151710 members 
Entering Unmasked Estep 
Score: -20896172.000000 Penalty: 5936.014160
	Iteration 78Q: 3 clusters Score -2.089617e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 151745 members 
Entering Unmasked Estep 
Score: -20896160.000000 Penalty: 5936.014160
	Iteration 79Q: 3 clusters Score -2.089616e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 151777 members 
Entering Unmasked Estep 
Score: -20896170.000000 Penalty: 5936.014160
	Iteration 80F: 3 clusters Score -2.089617e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 151809 members 
Entering Unmasked Estep 
Score: -20896182.000000 Penalty: 5936.014160
	Iteration 81Q: 3 clusters Score -2.089618e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 151839 members 
Entering Unmasked Estep 
Score: -20896160.000000 Penalty: 5936.014160
	Iteration 82Q: 3 clusters Score -2.089616e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 151871 members 
Entering Unmasked Estep 
Score: -20896190.000000 Penalty: 5936.014160
	Iteration 83Q: 3 clusters Score -2.089619e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 151906 members 
Entering Unmasked Estep 
Score: -20896180.000000 Penalty: 5936.014160
	Iteration 84Q: 3 clusters Score -2.089618e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 151937 members 
Entering Unmasked Estep 
Score: -20896182.000000 Penalty: 5936.014160
	Iteration 85Q: 3 clusters Score -2.089618e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 151961 members 
Entering Unmasked Estep 
Score: -20896196.000000 Penalty: 5936.014160
	Iteration 86Q: 3 clusters Score -2.08962e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 151984 members 
Entering Unmasked Estep 
Score: -20896188.000000 Penalty: 5936.014160
	Iteration 87Q: 3 clusters Score -2.089619e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 152009 members 
Entering Unmasked Estep 
Score: -20896170.000000 Penalty: 5936.014160
	Iteration 88Q: 3 clusters Score -2.089617e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 152034 members 
Entering Unmasked Estep 
Score: -20896172.000000 Penalty: 5936.014160
	Iteration 89Q: 3 clusters Score -2.089617e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 152061 members 
Entering Unmasked Estep 
Score: -20896150.000000 Penalty: 5936.014160
	Iteration 90Q: 3 clusters Score -2.089615e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 152088 members 
Entering Unmasked Estep 
Score: -20896168.000000 Penalty: 5936.014160
	Iteration 91Q: 3 clusters Score -2.089617e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 152116 members 
Entering Unmasked Estep 
Score: -20896156.000000 Penalty: 5936.014160
	Iteration 92Q: 3 clusters Score -2.089616e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 152151 members 
Entering Unmasked Estep 
Score: -20896160.000000 Penalty: 5936.014160
	Iteration 93Q: 3 clusters Score -2.089616e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 152186 members 
Entering Unmasked Estep 
Score: -20896150.000000 Penalty: 5936.014160
	Iteration 94Q: 3 clusters Score -2.089615e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 152227 members 
Entering Unmasked Estep 
Score: -20896144.000000 Penalty: 5936.014160
	Iteration 95Q: 3 clusters Score -2.089614e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 152275 members 
Entering Unmasked Estep 
Score: -20896142.000000 Penalty: 5936.014160
	Iteration 96Q: 3 clusters Score -2.089614e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 152320 members 
Entering Unmasked Estep 
Score: -20896156.000000 Penalty: 5936.014160
	Iteration 97Q: 3 clusters Score -2.089616e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 152350 members 
Entering Unmasked Estep 
Score: -20896172.000000 Penalty: 5936.014160
	Iteration 98Q: 3 clusters Score -2.089617e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 152378 members 
Entering Unmasked Estep 
Score: -20896176.000000 Penalty: 5936.014160
	Iteration 99Q: 3 clusters Score -2.089618e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 152411 members 
Entering Unmasked Estep 
Score: -20896174.000000 Penalty: 5936.014160
	Iteration 100F: 3 clusters Score -2.089617e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 152445 members 
Entering Unmasked Estep 
Score: -20896182.000000 Penalty: 5936.014160
	Iteration 101Q: 3 clusters Score -2.089618e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 152478 members 
Entering Unmasked Estep 
Score: -20896204.000000 Penalty: 5936.014160
	Iteration 102Q: 3 clusters Score -2.08962e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 152514 members 
Entering Unmasked Estep 
Score: -20896208.000000 Penalty: 5936.014160
	Iteration 103Q: 3 clusters Score -2.089621e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 152550 members 
Entering Unmasked Estep 
Score: -20896186.000000 Penalty: 5936.014160
	Iteration 104Q: 3 clusters Score -2.089619e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 152578 members 
Entering Unmasked Estep 
Score: -20896200.000000 Penalty: 5936.014160
	Iteration 105Q: 3 clusters Score -2.08962e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 152602 members 
Entering Unmasked Estep 
Score: -20896198.000000 Penalty: 5936.014160
	Iteration 106Q: 3 clusters Score -2.08962e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 152632 members 
Entering Unmasked Estep 
Score: -20896206.000000 Penalty: 5936.014160
	Iteration 107Q: 3 clusters Score -2.089621e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 152663 members 
Entering Unmasked Estep 
Score: -20896204.000000 Penalty: 5936.014160
	Iteration 108Q: 3 clusters Score -2.08962e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 152696 members 
Entering Unmasked Estep 
Score: -20896186.000000 Penalty: 5936.014160
	Iteration 109Q: 3 clusters Score -2.089619e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 152722 members 
Entering Unmasked Estep 
Score: -20896186.000000 Penalty: 5936.014160
	Iteration 110Q: 3 clusters Score -2.089619e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 152744 members 
Entering Unmasked Estep 
Score: -20896176.000000 Penalty: 5936.014160
	Iteration 111Q: 3 clusters Score -2.089618e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 152771 members 
Entering Unmasked Estep 
Score: -20896202.000000 Penalty: 5936.014160
	Iteration 112Q: 3 clusters Score -2.08962e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 152797 members 
Entering Unmasked Estep 
Score: -20896206.000000 Penalty: 5936.014160
	Iteration 113Q: 3 clusters Score -2.089621e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 152829 members 
Entering Unmasked Estep 
Score: -20896246.000000 Penalty: 5936.014160
	Iteration 114Q: 3 clusters Score -2.089625e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 152860 members 
Entering Unmasked Estep 
Score: -20896246.000000 Penalty: 5936.014160
	Iteration 115Q: 3 clusters Score -2.089625e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 152886 members 
Entering Unmasked Estep 
Score: -20896232.000000 Penalty: 5936.014160
	Iteration 116Q: 3 clusters Score -2.089623e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 152909 members 
Entering Unmasked Estep 
Score: -20896234.000000 Penalty: 5936.014160
	Iteration 117Q: 3 clusters Score -2.089623e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 152929 members 
Entering Unmasked Estep 
Score: -20896236.000000 Penalty: 5936.014160
	Iteration 118Q: 3 clusters Score -2.089624e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 152948 members 
Entering Unmasked Estep 
Score: -20896246.000000 Penalty: 5936.014160
	Iteration 119Q: 3 clusters Score -2.089625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 152961 members 
Entering Unmasked Estep 
Score: -20896248.000000 Penalty: 5936.014160
	Iteration 120F: 3 clusters Score -2.089625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 152968 members 
Entering Unmasked Estep 
Score: -20896246.000000 Penalty: 5936.014160
	Iteration 121Q: 3 clusters Score -2.089625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 152977 members 
Entering Unmasked Estep 
Score: -20896234.000000 Penalty: 5936.014160
	Iteration 122Q: 3 clusters Score -2.089623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 152985 members 
Entering Unmasked Estep 
Score: -20896244.000000 Penalty: 5936.014160
	Iteration 123Q: 3 clusters Score -2.089624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 152992 members 
Entering Unmasked Estep 
Score: -20896238.000000 Penalty: 5936.014160
	Iteration 124Q: 3 clusters Score -2.089624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 153000 members 
Entering Unmasked Estep 
Score: -20896238.000000 Penalty: 5936.014160
	Iteration 125Q: 3 clusters Score -2.089624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 153009 members 
Entering Unmasked Estep 
Score: -20896230.000000 Penalty: 5936.014160
	Iteration 126Q: 3 clusters Score -2.089623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 153015 members 
Entering Unmasked Estep 
Score: -20896240.000000 Penalty: 5936.014160
	Iteration 127Q: 3 clusters Score -2.089624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 153023 members 
Entering Unmasked Estep 
Score: -20896224.000000 Penalty: 5936.014160
	Iteration 128Q: 3 clusters Score -2.089622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 153027 members 
Entering Unmasked Estep 
Score: -20896222.000000 Penalty: 5936.014160
	Iteration 129Q: 3 clusters Score -2.089622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 153029 members 
Entering Unmasked Estep 
Score: -20896234.000000 Penalty: 5936.014160
	Iteration 130Q: 3 clusters Score -2.089623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 153030 members 
Entering Unmasked Estep 
Score: -20896232.000000 Penalty: 5936.014160
	Iteration 131Q: 3 clusters Score -2.089623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 153031 members 
Entering Unmasked Estep 
Score: -20896222.000000 Penalty: 5936.014160
	Iteration 132Q: 3 clusters Score -2.089622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 153033 members 
Entering Unmasked Estep 
Score: -20896240.000000 Penalty: 5936.014160
	Iteration 133Q: 3 clusters Score -2.089624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 153036 members 
Entering Unmasked Estep 
Score: -20896246.000000 Penalty: 5936.014160
	Iteration 134Q: 3 clusters Score -2.089625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 153038 members 
Entering Unmasked Estep 
Score: -20896250.000000 Penalty: 5936.014160
	Iteration 135Q: 3 clusters Score -2.089625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 153041 members 
Entering Unmasked Estep 
Score: -20896244.000000 Penalty: 5936.014160
	Iteration 136Q: 3 clusters Score -2.089624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 153044 members 
Entering Unmasked Estep 
Score: -20896250.000000 Penalty: 5936.014160
	Iteration 137Q: 3 clusters Score -2.089625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 153048 members 
Entering Unmasked Estep 
Score: -20896252.000000 Penalty: 5936.014160
	Iteration 138Q: 3 clusters Score -2.089625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 153053 members 
Entering Unmasked Estep 
Score: -20896258.000000 Penalty: 5936.014160
	Iteration 139Q: 3 clusters Score -2.089626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 153055 members 
Entering Unmasked Estep 
Score: -20896262.000000 Penalty: 5936.014160
	Iteration 140F: 3 clusters Score -2.089626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 153057 members 
Entering Unmasked Estep 
Score: -20896262.000000 Penalty: 5936.014160
	Iteration 141Q: 3 clusters Score -2.089626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 153061 members 
Entering Unmasked Estep 
Score: -20896252.000000 Penalty: 5936.014160
	Iteration 142Q: 3 clusters Score -2.089625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 153063 members 
Entering Unmasked Estep 
Score: -20896252.000000 Penalty: 5936.014160
	Iteration 143Q: 3 clusters Score -2.089625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 153063 members 
Entering Unmasked Estep 
Score: -20896252.000000 Penalty: 5936.014160
	Iteration 144F: 3 clusters Score -2.089625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Entering Unmasked Estep 
Score: -379906.250000 Penalty: 1972.858398
	Iteration 0F: 2 clusters Score -379906.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -376722.593750 Penalty: 3945.716797
	Iteration 0F: 3 clusters Score -376722.6 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -377349.625000 Penalty: 3945.716797
	Iteration 1F: 3 clusters Score -377349.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -377486.718750 Penalty: 3945.716797
	Iteration 2F: 3 clusters Score -377486.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -377564.375000 Penalty: 3945.716797
	Iteration 3Q: 3 clusters Score -377564.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -377624.437500 Penalty: 3945.716797
	Iteration 4Q: 3 clusters Score -377624.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -377668.343750 Penalty: 3945.716797
	Iteration 5Q: 3 clusters Score -377668.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -377731.250000 Penalty: 3945.716797
	Iteration 6Q: 3 clusters Score -377731.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -377804.281250 Penalty: 3945.716797
	Iteration 7Q: 3 clusters Score -377804.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -377886.750000 Penalty: 3945.716797
	Iteration 8Q: 3 clusters Score -377886.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -377996.593750 Penalty: 3945.716797
	Iteration 9Q: 3 clusters Score -377996.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -378131.281250 Penalty: 3945.716797
	Iteration 10Q: 3 clusters Score -378131.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -378307.500000 Penalty: 3945.716797
	Iteration 11Q: 3 clusters Score -378307.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -378489.718750 Penalty: 3945.716797
	Iteration 12Q: 3 clusters Score -378489.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -378621.781250 Penalty: 3945.716797
	Iteration 13Q: 3 clusters Score -378621.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -378734.187500 Penalty: 3945.716797
	Iteration 14Q: 3 clusters Score -378734.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -378816.875000 Penalty: 3945.716797
	Iteration 15Q: 3 clusters Score -378816.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -378868.656250 Penalty: 3945.716797
	Iteration 16Q: 3 clusters Score -378868.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -378915.906250 Penalty: 3945.716797
	Iteration 17Q: 3 clusters Score -378915.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -378950.781250 Penalty: 3945.716797
	Iteration 18Q: 3 clusters Score -378950.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -378990.000000 Penalty: 3945.716797
	Iteration 19Q: 3 clusters Score -378990 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -379024.593750 Penalty: 3945.716797
	Iteration 20F: 3 clusters Score -379024.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -379049.031250 Penalty: 3945.716797
	Iteration 21Q: 3 clusters Score -379049 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -379068.281250 Penalty: 3945.716797
	Iteration 22Q: 3 clusters Score -379068.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -379082.375000 Penalty: 3945.716797
	Iteration 23Q: 3 clusters Score -379082.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -379102.531250 Penalty: 3945.716797
	Iteration 24Q: 3 clusters Score -379102.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -379122.468750 Penalty: 3945.716797
	Iteration 25Q: 3 clusters Score -379122.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -379158.687500 Penalty: 3945.716797
	Iteration 26Q: 3 clusters Score -379158.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -379202.156250 Penalty: 3945.716797
	Iteration 27Q: 3 clusters Score -379202.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -379248.093750 Penalty: 3945.716797
	Iteration 28Q: 3 clusters Score -379248.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -379294.687500 Penalty: 3945.716797
	Iteration 29Q: 3 clusters Score -379294.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -379368.312500 Penalty: 3945.716797
	Iteration 30Q: 3 clusters Score -379368.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -379466.562500 Penalty: 3945.716797
	Iteration 31Q: 3 clusters Score -379466.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -379570.625000 Penalty: 3945.716797
	Iteration 32Q: 3 clusters Score -379570.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -379623.250000 Penalty: 3945.716797
	Iteration 33Q: 3 clusters Score -379623.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -379677.562500 Penalty: 3945.716797
	Iteration 34Q: 3 clusters Score -379677.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -379699.312500 Penalty: 3945.716797
	Iteration 35Q: 3 clusters Score -379699.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -379709.000000 Penalty: 3945.716797
	Iteration 36Q: 3 clusters Score -379709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -379716.343750 Penalty: 3945.716797
	Iteration 37Q: 3 clusters Score -379716.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -379718.312500 Penalty: 3945.716797
	Iteration 38Q: 3 clusters Score -379718.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -379719.812500 Penalty: 3945.716797
	Iteration 39Q: 3 clusters Score -379719.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -379721.281250 Penalty: 3945.716797
	Iteration 40F: 3 clusters Score -379721.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -379721.000000 Penalty: 3945.716797
	Iteration 41Q: 3 clusters Score -379721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -379721.000000 Penalty: 3945.716797
	Iteration 42F: 3 clusters Score -379721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Entering Unmasked Estep 
Score: -1105103.625000 Penalty: 2238.760254
	Iteration 0F: 2 clusters Score -1105104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1098531.250000 Penalty: 4477.520508
	Iteration 0F: 3 clusters Score -1098531 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1100386.500000 Penalty: 4477.520508
	Iteration 1F: 3 clusters Score -1100386 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1100724.750000 Penalty: 4477.520508
	Iteration 2F: 3 clusters Score -1100725 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1100950.500000 Penalty: 4477.520508
	Iteration 3F: 3 clusters Score -1100950 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1101136.750000 Penalty: 4477.520508
	Iteration 4Q: 3 clusters Score -1101137 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1101294.000000 Penalty: 4477.520508
	Iteration 5Q: 3 clusters Score -1101294 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1101463.750000 Penalty: 4477.520508
	Iteration 6Q: 3 clusters Score -1101464 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1101653.750000 Penalty: 4477.520508
	Iteration 7Q: 3 clusters Score -1101654 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1101838.375000 Penalty: 4477.520508
	Iteration 8Q: 3 clusters Score -1101838 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1101965.000000 Penalty: 4477.520508
	Iteration 9Q: 3 clusters Score -1101965 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1102066.125000 Penalty: 4477.520508
	Iteration 10Q: 3 clusters Score -1102066 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1102175.625000 Penalty: 4477.520508
	Iteration 11Q: 3 clusters Score -1102176 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1102270.375000 Penalty: 4477.520508
	Iteration 12Q: 3 clusters Score -1102270 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1102343.250000 Penalty: 4477.520508
	Iteration 13Q: 3 clusters Score -1102343 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1102407.500000 Penalty: 4477.520508
	Iteration 14Q: 3 clusters Score -1102408 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1102451.375000 Penalty: 4477.520508
	Iteration 15Q: 3 clusters Score -1102451 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1102489.000000 Penalty: 4477.520508
	Iteration 16Q: 3 clusters Score -1102489 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1102517.250000 Penalty: 4477.520508
	Iteration 17Q: 3 clusters Score -1102517 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1102541.500000 Penalty: 4477.520508
	Iteration 18Q: 3 clusters Score -1102542 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1102573.250000 Penalty: 4477.520508
	Iteration 19Q: 3 clusters Score -1102573 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1102595.375000 Penalty: 4477.520508
	Iteration 20F: 3 clusters Score -1102595 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1102608.500000 Penalty: 4477.520508
	Iteration 21Q: 3 clusters Score -1102608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1102624.125000 Penalty: 4477.520508
	Iteration 22Q: 3 clusters Score -1102624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1102635.500000 Penalty: 4477.520508
	Iteration 23Q: 3 clusters Score -1102636 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1102648.625000 Penalty: 4477.520508
	Iteration 24Q: 3 clusters Score -1102649 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1102661.875000 Penalty: 4477.520508
	Iteration 25Q: 3 clusters Score -1102662 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1102678.875000 Penalty: 4477.520508
	Iteration 26Q: 3 clusters Score -1102679 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1102691.750000 Penalty: 4477.520508
	Iteration 27Q: 3 clusters Score -1102692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1102701.000000 Penalty: 4477.520508
	Iteration 28Q: 3 clusters Score -1102701 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1102711.000000 Penalty: 4477.520508
	Iteration 29Q: 3 clusters Score -1102711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1102711.625000 Penalty: 4477.520508
	Iteration 30Q: 3 clusters Score -1102712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1102718.375000 Penalty: 4477.520508
	Iteration 31Q: 3 clusters Score -1102718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1102730.000000 Penalty: 4477.520508
	Iteration 32Q: 3 clusters Score -1102730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1102730.125000 Penalty: 4477.520508
	Iteration 33Q: 3 clusters Score -1102730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1102738.125000 Penalty: 4477.520508
	Iteration 34Q: 3 clusters Score -1102738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1102740.750000 Penalty: 4477.520508
	Iteration 35Q: 3 clusters Score -1102741 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1102749.625000 Penalty: 4477.520508
	Iteration 36Q: 3 clusters Score -1102750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1102757.875000 Penalty: 4477.520508
	Iteration 37Q: 3 clusters Score -1102758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1102762.750000 Penalty: 4477.520508
	Iteration 38Q: 3 clusters Score -1102763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1102764.750000 Penalty: 4477.520508
	Iteration 39Q: 3 clusters Score -1102765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1102766.250000 Penalty: 4477.520508
	Iteration 40F: 3 clusters Score -1102766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1102769.375000 Penalty: 4477.520508
	Iteration 41Q: 3 clusters Score -1102769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1102771.625000 Penalty: 4477.520508
	Iteration 42Q: 3 clusters Score -1102772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1102771.625000 Penalty: 4477.520508
	Iteration 43Q: 3 clusters Score -1102772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1102772.250000 Penalty: 4477.520508
	Iteration 44Q: 3 clusters Score -1102772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1102776.125000 Penalty: 4477.520508
	Iteration 45Q: 3 clusters Score -1102776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1102776.500000 Penalty: 4477.520508
	Iteration 46Q: 3 clusters Score -1102776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1102777.125000 Penalty: 4477.520508
	Iteration 47Q: 3 clusters Score -1102777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1102777.625000 Penalty: 4477.520508
	Iteration 48Q: 3 clusters Score -1102778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1102780.625000 Penalty: 4477.520508
	Iteration 49Q: 3 clusters Score -1102781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1102782.875000 Penalty: 4477.520508
	Iteration 50Q: 3 clusters Score -1102783 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1102786.375000 Penalty: 4477.520508
	Iteration 51Q: 3 clusters Score -1102786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1102788.500000 Penalty: 4477.520508
	Iteration 52Q: 3 clusters Score -1102788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1102791.750000 Penalty: 4477.520508
	Iteration 53Q: 3 clusters Score -1102792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1102794.375000 Penalty: 4477.520508
	Iteration 54Q: 3 clusters Score -1102794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1102793.750000 Penalty: 4477.520508
	Iteration 55Q: 3 clusters Score -1102794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1102797.500000 Penalty: 4477.520508
	Iteration 56Q: 3 clusters Score -1102798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1102796.625000 Penalty: 4477.520508
	Iteration 57Q: 3 clusters Score -1102797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1102799.375000 Penalty: 4477.520508
	Iteration 58Q: 3 clusters Score -1102799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1102800.000000 Penalty: 4477.520508
	Iteration 59Q: 3 clusters Score -1102800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1102800.375000 Penalty: 4477.520508
	Iteration 60F: 3 clusters Score -1102800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1102802.000000 Penalty: 4477.520508
	Iteration 61Q: 3 clusters Score -1102802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1102809.125000 Penalty: 4477.520508
	Iteration 62Q: 3 clusters Score -1102809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1102809.750000 Penalty: 4477.520508
	Iteration 63Q: 3 clusters Score -1102810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1102815.125000 Penalty: 4477.520508
	Iteration 64Q: 3 clusters Score -1102815 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1102822.500000 Penalty: 4477.520508
	Iteration 65Q: 3 clusters Score -1102822 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1102829 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1102838 nChanged 30
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Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1102842 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1102851 nChanged 29
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Mstep: Class 1 contains 5124 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1102858 nChanged 33
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Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1102866 nChanged 24
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Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1102870 nChanged 30
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Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1102878 nChanged 37
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Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1102887 nChanged 39
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Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1102896 nChanged 44
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Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1102908 nChanged 44
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Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1102920.500000 Penalty: 4477.520508
	Iteration 77Q: 3 clusters Score -1102920 nChanged 44
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Mstep: Class 1 contains 4937 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1102929 nChanged 38
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Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1102940 nChanged 44
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Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1102954 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1102962 nChanged 45
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Mstep: Class 1 contains 4820 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1102976 nChanged 51
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Mstep: Class 1 contains 4781 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1102987 nChanged 56
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Mstep: Class 1 contains 4737 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1103005 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4687 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1103018 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1103034 nChanged 47
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Mstep: Class 1 contains 4595 members 
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	Iteration 87Q: 3 clusters Score -1103046 nChanged 56
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Mstep: Class 1 contains 4541 members 
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	Iteration 88Q: 3 clusters Score -1103062 nChanged 56
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Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3834 members 
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	Iteration 89Q: 3 clusters Score -1103076 nChanged 63
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Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3885 members 
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	Iteration 90Q: 3 clusters Score -1103096 nChanged 56
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Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3931 members 
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	Iteration 91Q: 3 clusters Score -1103110 nChanged 51
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Mstep: Class 1 contains 4349 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1103123 nChanged 56
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Mstep: Class 1 contains 4299 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1103139 nChanged 68
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	Iteration 94Q: 3 clusters Score -1103160 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4179 members 
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	Iteration 95Q: 3 clusters Score -1103172 nChanged 55
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	Iteration 96Q: 3 clusters Score -1103191 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4064 members 
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	Iteration 97Q: 3 clusters Score -1103209 nChanged 54
Entering Unmasked Mstep 
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	Iteration 98Q: 3 clusters Score -1103226 nChanged 51
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Mstep: Class 1 contains 3965 members 
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	Iteration 99Q: 3 clusters Score -1103237 nChanged 50
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Mstep: Class 1 contains 3917 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1103250 nChanged 39
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Mstep: Class 1 contains 3880 members 
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	Iteration 101Q: 3 clusters Score -1103262 nChanged 42
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Mstep: Class 1 contains 3840 members 
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	Iteration 102Q: 3 clusters Score -1103271 nChanged 40
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Mstep: Class 1 contains 3804 members 
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	Iteration 103Q: 3 clusters Score -1103280 nChanged 32
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Mstep: Class 1 contains 3772 members 
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	Iteration 104Q: 3 clusters Score -1103292 nChanged 44
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Mstep: Class 1 contains 3728 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1103303 nChanged 45
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Mstep: Class 1 contains 3685 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1103313 nChanged 42
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Mstep: Class 1 contains 3643 members 
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	Iteration 107Q: 3 clusters Score -1103321 nChanged 51
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Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4733 members 
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	Iteration 108Q: 3 clusters Score -1103340 nChanged 53
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	Iteration 109Q: 3 clusters Score -1103356 nChanged 57
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Mstep: Class 1 contains 3488 members 
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	Iteration 110Q: 3 clusters Score -1103369 nChanged 46
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	Iteration 111Q: 3 clusters Score -1103383 nChanged 38
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	Iteration 112Q: 3 clusters Score -1103394 nChanged 31
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Mstep: Class 1 contains 3375 members 
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	Iteration 113Q: 3 clusters Score -1103403 nChanged 45
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Mstep: Class 1 contains 3332 members 
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	Iteration 114Q: 3 clusters Score -1103417 nChanged 36
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Mstep: Class 1 contains 3296 members 
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	Iteration 115Q: 3 clusters Score -1103424 nChanged 32
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Mstep: Class 1 contains 3264 members 
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	Iteration 116Q: 3 clusters Score -1103433 nChanged 28
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Mstep: Class 1 contains 3236 members 
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	Iteration 117Q: 3 clusters Score -1103438 nChanged 32
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Mstep: Class 1 contains 3204 members 
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	Iteration 118Q: 3 clusters Score -1103450 nChanged 31
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	Iteration 119Q: 3 clusters Score -1103457 nChanged 27
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	Iteration 120F: 3 clusters Score -1103462 nChanged 25
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	Iteration 121Q: 3 clusters Score -1103467 nChanged 30
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Mstep: Class 1 contains 3095 members 
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	Iteration 122Q: 3 clusters Score -1103477 nChanged 26
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Mstep: Class 1 contains 3069 members 
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	Iteration 123Q: 3 clusters Score -1103487 nChanged 30
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	Iteration 124Q: 3 clusters Score -1103496 nChanged 30
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	Iteration 125Q: 3 clusters Score -1103504 nChanged 35
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Mstep: Class 1 contains 2978 members 
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	Iteration 126Q: 3 clusters Score -1103513 nChanged 32
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	Iteration 127Q: 3 clusters Score -1103521 nChanged 27
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Mstep: Class 1 contains 2919 members 
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	Iteration 128Q: 3 clusters Score -1103531 nChanged 27
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Mstep: Class 1 contains 2892 members 
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	Iteration 129Q: 3 clusters Score -1103538 nChanged 36
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Mstep: Class 1 contains 2856 members 
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	Iteration 130Q: 3 clusters Score -1103548 nChanged 42
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	Iteration 131Q: 3 clusters Score -1103560 nChanged 38
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Mstep: Class 1 contains 2776 members 
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	Iteration 132Q: 3 clusters Score -1103568 nChanged 34
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	Iteration 133Q: 3 clusters Score -1103578 nChanged 41
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	Iteration 134Q: 3 clusters Score -1103589 nChanged 45
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	Iteration 135Q: 3 clusters Score -1103602 nChanged 28
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	Iteration 136Q: 3 clusters Score -1103607 nChanged 28
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	Iteration 137Q: 3 clusters Score -1103615 nChanged 28
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	Iteration 138Q: 3 clusters Score -1103623 nChanged 22
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	Iteration 139Q: 3 clusters Score -1103630 nChanged 33
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	Iteration 140F: 3 clusters Score -1103639 nChanged 33
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1103650 nChanged 36
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1103661 nChanged 34
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	Iteration 143Q: 3 clusters Score -1103669 nChanged 30
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	Iteration 144Q: 3 clusters Score -1103679 nChanged 21
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	Iteration 145Q: 3 clusters Score -1103684 nChanged 26
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	Iteration 146Q: 3 clusters Score -1103691 nChanged 35
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Mstep: Class 2 contains 6025 members 
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	Iteration 147Q: 3 clusters Score -1103702 nChanged 29
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1103707 nChanged 22
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1103715 nChanged 20
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1103719 nChanged 19
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Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1103724.500000 Penalty: 4477.520508
	Iteration 151Q: 3 clusters Score -1103724 nChanged 23
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Entering Unmasked Estep 
Score: -1103733.500000 Penalty: 4477.520508
	Iteration 152Q: 3 clusters Score -1103734 nChanged 24
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Entering Unmasked Estep 
Score: -1103741.500000 Penalty: 4477.520508
	Iteration 153Q: 3 clusters Score -1103742 nChanged 25
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Score: -1103751.625000 Penalty: 4477.520508
	Iteration 154Q: 3 clusters Score -1103752 nChanged 22
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1103759 nChanged 31
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Entering Unmasked Estep 
Score: -1103770.500000 Penalty: 4477.520508
	Iteration 156Q: 3 clusters Score -1103770 nChanged 26
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1103778 nChanged 19
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Entering Unmasked Estep 
Score: -1103782.875000 Penalty: 4477.520508
	Iteration 158Q: 3 clusters Score -1103783 nChanged 18
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1103788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1103789.375000 Penalty: 4477.520508
	Iteration 160F: 3 clusters Score -1103789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1103796.750000 Penalty: 4477.520508
	Iteration 161Q: 3 clusters Score -1103797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1103798.750000 Penalty: 4477.520508
	Iteration 162Q: 3 clusters Score -1103799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1103799.375000 Penalty: 4477.520508
	Iteration 163Q: 3 clusters Score -1103799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1103799.250000 Penalty: 4477.520508
	Iteration 164Q: 3 clusters Score -1103799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1103802.125000 Penalty: 4477.520508
	Iteration 165Q: 3 clusters Score -1103802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1103803.125000 Penalty: 4477.520508
	Iteration 166Q: 3 clusters Score -1103803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1103803.625000 Penalty: 4477.520508
	Iteration 167Q: 3 clusters Score -1103804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1103801.250000 Penalty: 4477.520508
	Iteration 168Q: 3 clusters Score -1103801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1103806.000000 Penalty: 4477.520508
	Iteration 169Q: 3 clusters Score -1103806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1103805.000000 Penalty: 4477.520508
	Iteration 170Q: 3 clusters Score -1103805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1103805.125000 Penalty: 4477.520508
	Iteration 171Q: 3 clusters Score -1103805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1103804.125000 Penalty: 4477.520508
	Iteration 172Q: 3 clusters Score -1103804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1103804.250000 Penalty: 4477.520508
	Iteration 173Q: 3 clusters Score -1103804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1103804.250000 Penalty: 4477.520508
	Iteration 174F: 3 clusters Score -1103804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Entering Unmasked Estep 
Score: -1788177.125000 Penalty: 2357.522705
	Iteration 0F: 2 clusters Score -1788177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1778309.000000 Penalty: 4715.045410
	Iteration 0F: 3 clusters Score -1778309 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1781686.500000 Penalty: 4715.045410
	Iteration 1F: 3 clusters Score -1781686 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1782565.125000 Penalty: 4715.045410
	Iteration 2F: 3 clusters Score -1782565 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1783494.500000 Penalty: 4715.045410
	Iteration 3F: 3 clusters Score -1783494 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1784404.750000 Penalty: 4715.045410
	Iteration 4F: 3 clusters Score -1784405 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1785206.750000 Penalty: 4715.045410
	Iteration 5F: 3 clusters Score -1785207 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1785870.750000 Penalty: 4715.045410
	Iteration 6F: 3 clusters Score -1785871 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1786367.750000 Penalty: 4715.045410
	Iteration 7Q: 3 clusters Score -1786368 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1786690.125000 Penalty: 4715.045410
	Iteration 8Q: 3 clusters Score -1786690 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1786878.375000 Penalty: 4715.045410
	Iteration 9Q: 3 clusters Score -1786878 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1786978.875000 Penalty: 4715.045410
	Iteration 10Q: 3 clusters Score -1786979 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1787038.625000 Penalty: 4715.045410
	Iteration 11Q: 3 clusters Score -1787039 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1787086.875000 Penalty: 4715.045410
	Iteration 12Q: 3 clusters Score -1787087 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1787118.625000 Penalty: 4715.045410
	Iteration 13Q: 3 clusters Score -1787119 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1787127.500000 Penalty: 4715.045410
	Iteration 14Q: 3 clusters Score -1787128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1787142.250000 Penalty: 4715.045410
	Iteration 15Q: 3 clusters Score -1787142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1787153.625000 Penalty: 4715.045410
	Iteration 16Q: 3 clusters Score -1787154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1787161.750000 Penalty: 4715.045410
	Iteration 17Q: 3 clusters Score -1787162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1787170.750000 Penalty: 4715.045410
	Iteration 18Q: 3 clusters Score -1787171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1787170.000000 Penalty: 4715.045410
	Iteration 19Q: 3 clusters Score -1787170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1787171.375000 Penalty: 4715.045410
	Iteration 20F: 3 clusters Score -1787171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1787169.625000 Penalty: 4715.045410
	Iteration 21Q: 3 clusters Score -1787170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1787173.625000 Penalty: 4715.045410
	Iteration 22Q: 3 clusters Score -1787174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1787173.125000 Penalty: 4715.045410
	Iteration 23Q: 3 clusters Score -1787173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1787171.875000 Penalty: 4715.045410
	Iteration 24Q: 3 clusters Score -1787172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1787175.500000 Penalty: 4715.045410
	Iteration 25Q: 3 clusters Score -1787176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1787179.000000 Penalty: 4715.045410
	Iteration 26Q: 3 clusters Score -1787179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1787180.000000 Penalty: 4715.045410
	Iteration 27Q: 3 clusters Score -1787180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1787177.000000 Penalty: 4715.045410
	Iteration 28Q: 3 clusters Score -1787177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1787177.750000 Penalty: 4715.045410
	Iteration 29Q: 3 clusters Score -1787178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1787177.250000 Penalty: 4715.045410
	Iteration 30Q: 3 clusters Score -1787177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1787177.250000 Penalty: 4715.045410
	Iteration 31F: 3 clusters Score -1787177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Entering Unmasked Estep 
Score: -1048093.875000 Penalty: 2236.305908
	Iteration 0F: 2 clusters Score -1048094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1041437.625000 Penalty: 4472.611816
	Iteration 0F: 3 clusters Score -1041438 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1043300.875000 Penalty: 4472.611816
	Iteration 1F: 3 clusters Score -1043301 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1043597.125000 Penalty: 4472.611816
	Iteration 2F: 3 clusters Score -1043597 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1043814.125000 Penalty: 4472.611816
	Iteration 3F: 3 clusters Score -1043814 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1043991.062500 Penalty: 4472.611816
	Iteration 4Q: 3 clusters Score -1043991 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1044183.000000 Penalty: 4472.611816
	Iteration 5Q: 3 clusters Score -1044183 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1044443.812500 Penalty: 4472.611816
	Iteration 6Q: 3 clusters Score -1044444 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1044732.562500 Penalty: 4472.611816
	Iteration 7Q: 3 clusters Score -1044733 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1045061.937500 Penalty: 4472.611816
	Iteration 8F: 3 clusters Score -1045062 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1045372.937500 Penalty: 4472.611816
	Iteration 9F: 3 clusters Score -1045373 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1045668.312500 Penalty: 4472.611816
	Iteration 10Q: 3 clusters Score -1045668 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1045954.437500 Penalty: 4472.611816
	Iteration 11Q: 3 clusters Score -1045954 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1046179.625000 Penalty: 4472.611816
	Iteration 12Q: 3 clusters Score -1046180 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1046361.625000 Penalty: 4472.611816
	Iteration 13Q: 3 clusters Score -1046362 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1046496.250000 Penalty: 4472.611816
	Iteration 14Q: 3 clusters Score -1046496 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1046600.125000 Penalty: 4472.611816
	Iteration 15Q: 3 clusters Score -1046600 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1046668.125000 Penalty: 4472.611816
	Iteration 16Q: 3 clusters Score -1046668 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1046725.375000 Penalty: 4472.611816
	Iteration 17Q: 3 clusters Score -1046725 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1046765.187500 Penalty: 4472.611816
	Iteration 18Q: 3 clusters Score -1046765 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1046798.812500 Penalty: 4472.611816
	Iteration 19Q: 3 clusters Score -1046799 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1046823.437500 Penalty: 4472.611816
	Iteration 20F: 3 clusters Score -1046823 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1046846.562500 Penalty: 4472.611816
	Iteration 21Q: 3 clusters Score -1046847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1046859.000000 Penalty: 4472.611816
	Iteration 22Q: 3 clusters Score -1046859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1046866.437500 Penalty: 4472.611816
	Iteration 23Q: 3 clusters Score -1046866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1046872.875000 Penalty: 4472.611816
	Iteration 24Q: 3 clusters Score -1046873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1046883.500000 Penalty: 4472.611816
	Iteration 25Q: 3 clusters Score -1046884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1046888.687500 Penalty: 4472.611816
	Iteration 26Q: 3 clusters Score -1046889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1046892.250000 Penalty: 4472.611816
	Iteration 27Q: 3 clusters Score -1046892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1046894.187500 Penalty: 4472.611816
	Iteration 28Q: 3 clusters Score -1046894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1046893.937500 Penalty: 4472.611816
	Iteration 29Q: 3 clusters Score -1046894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1046893.937500 Penalty: 4472.611816
	Iteration 30F: 3 clusters Score -1046894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Entering Unmasked Estep 
Score: -3569450.750000 Penalty: 2530.141602
	Iteration 0F: 2 clusters Score -3569451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3551006.000000 Penalty: 5060.283203
	Iteration 0F: 3 clusters Score -3551006 nChanged 12058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -3557358.500000 Penalty: 5060.283203
	Iteration 1F: 3 clusters Score -3557358 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3558093.000000 Penalty: 5060.283203
	Iteration 2F: 3 clusters Score -3558093 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -3559044.250000 Penalty: 5060.283203
	Iteration 3F: 3 clusters Score -3559044 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -3560381.000000 Penalty: 5060.283203
	Iteration 4F: 3 clusters Score -3560381 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -3561962.000000 Penalty: 5060.283203
	Iteration 5F: 3 clusters Score -3561962 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -3563669.750000 Penalty: 5060.283203
	Iteration 6F: 3 clusters Score -3563670 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -3565106.250000 Penalty: 5060.283203
	Iteration 7F: 3 clusters Score -3565106 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -3566207.000000 Penalty: 5060.283203
	Iteration 8Q: 3 clusters Score -3566207 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -3566905.500000 Penalty: 5060.283203
	Iteration 9Q: 3 clusters Score -3566906 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -3567281.750000 Penalty: 5060.283203
	Iteration 10Q: 3 clusters Score -3567282 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -3567442.750000 Penalty: 5060.283203
	Iteration 11Q: 3 clusters Score -3567443 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -3567544.250000 Penalty: 5060.283203
	Iteration 12Q: 3 clusters Score -3567544 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3567603.000000 Penalty: 5060.283203
	Iteration 13Q: 3 clusters Score -3567603 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -3567631.750000 Penalty: 5060.283203
	Iteration 14Q: 3 clusters Score -3567632 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -3567665.250000 Penalty: 5060.283203
	Iteration 15Q: 3 clusters Score -3567665 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -3567690.250000 Penalty: 5060.283203
	Iteration 16Q: 3 clusters Score -3567690 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -3567715.000000 Penalty: 5060.283203
	Iteration 17Q: 3 clusters Score -3567715 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -3567722.750000 Penalty: 5060.283203
	Iteration 18Q: 3 clusters Score -3567723 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3567741.000000 Penalty: 5060.283203
	Iteration 19Q: 3 clusters Score -3567741 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -3567752.750000 Penalty: 5060.283203
	Iteration 20F: 3 clusters Score -3567753 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -3567772.500000 Penalty: 5060.283203
	Iteration 21Q: 3 clusters Score -3567772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -3567791.000000 Penalty: 5060.283203
	Iteration 22Q: 3 clusters Score -3567791 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -3567809.750000 Penalty: 5060.283203
	Iteration 23Q: 3 clusters Score -3567810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -3567817.500000 Penalty: 5060.283203
	Iteration 24Q: 3 clusters Score -3567818 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -3567830.500000 Penalty: 5060.283203
	Iteration 25Q: 3 clusters Score -3567830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -3567833.500000 Penalty: 5060.283203
	Iteration 26Q: 3 clusters Score -3567834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -3567843.000000 Penalty: 5060.283203
	Iteration 27Q: 3 clusters Score -3567843 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -3567858.750000 Penalty: 5060.283203
	Iteration 28Q: 3 clusters Score -3567859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -3567856.500000 Penalty: 5060.283203
	Iteration 29Q: 3 clusters Score -3567856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -3567853.500000 Penalty: 5060.283203
	Iteration 30Q: 3 clusters Score -3567854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -3567858.750000 Penalty: 5060.283203
	Iteration 31Q: 3 clusters Score -3567859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -3567860.750000 Penalty: 5060.283203
	Iteration 32Q: 3 clusters Score -3567861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -3567859.000000 Penalty: 5060.283203
	Iteration 33Q: 3 clusters Score -3567859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -3567863.750000 Penalty: 5060.283203
	Iteration 34Q: 3 clusters Score -3567864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -3567863.750000 Penalty: 5060.283203
	Iteration 35Q: 3 clusters Score -3567864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -3567863.250000 Penalty: 5060.283203
	Iteration 36Q: 3 clusters Score -3567863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -3567862.250000 Penalty: 5060.283203
	Iteration 37Q: 3 clusters Score -3567862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -3567866.500000 Penalty: 5060.283203
	Iteration 38Q: 3 clusters Score -3567866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -3567865.750000 Penalty: 5060.283203
	Iteration 39Q: 3 clusters Score -3567866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -3567873.250000 Penalty: 5060.283203
	Iteration 40F: 3 clusters Score -3567873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -3567869.750000 Penalty: 5060.283203
	Iteration 41Q: 3 clusters Score -3567870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -3567874.750000 Penalty: 5060.283203
	Iteration 42Q: 3 clusters Score -3567875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -3567874.500000 Penalty: 5060.283203
	Iteration 43Q: 3 clusters Score -3567874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3567874.000000 Penalty: 5060.283203
	Iteration 44Q: 3 clusters Score -3567874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -3567873.750000 Penalty: 5060.283203
	Iteration 45Q: 3 clusters Score -3567874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -3567871.750000 Penalty: 5060.283203
	Iteration 46Q: 3 clusters Score -3567872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -3567874.000000 Penalty: 5060.283203
	Iteration 47Q: 3 clusters Score -3567874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -3567880.750000 Penalty: 5060.283203
	Iteration 48Q: 3 clusters Score -3567881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -3567877.750000 Penalty: 5060.283203
	Iteration 49Q: 3 clusters Score -3567878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -3567876.750000 Penalty: 5060.283203
	Iteration 50Q: 3 clusters Score -3567877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -3567874.250000 Penalty: 5060.283203
	Iteration 51Q: 3 clusters Score -3567874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -3567874.250000 Penalty: 5060.283203
	Iteration 52F: 3 clusters Score -3567874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (68547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68547 members 
Entering Unmasked Estep 
Score: -9241821.000000 Penalty: 2761.548096
	Iteration 0F: 2 clusters Score -9241821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -9195895.000000 Penalty: 5523.096191
	Iteration 0F: 3 clusters Score -9195895 nChanged 32004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -9213529.000000 Penalty: 5523.096191
	Iteration 1F: 3 clusters Score -9213529 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -9214033.000000 Penalty: 5523.096191
	Iteration 2Q: 3 clusters Score -9214033 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -9214534.000000 Penalty: 5523.096191
	Iteration 3Q: 3 clusters Score -9214534 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -9215058.000000 Penalty: 5523.096191
	Iteration 4Q: 3 clusters Score -9215058 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -9215801.000000 Penalty: 5523.096191
	Iteration 5Q: 3 clusters Score -9215801 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -9216995.000000 Penalty: 5523.096191
	Iteration 6Q: 3 clusters Score -9216995 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -9219060.000000 Penalty: 5523.096191
	Iteration 7F: 3 clusters Score -9219060 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -9222754.000000 Penalty: 5523.096191
	Iteration 8F: 3 clusters Score -9222754 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -9227952.000000 Penalty: 5523.096191
	Iteration 9F: 3 clusters Score -9227952 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -9232893.000000 Penalty: 5523.096191
	Iteration 10F: 3 clusters Score -9232893 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 58452 members 
Entering Unmasked Estep 
Score: -9236147.000000 Penalty: 5523.096191
	Iteration 11F: 3 clusters Score -9236147 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -9237629.000000 Penalty: 5523.096191
	Iteration 12Q: 3 clusters Score -9237629 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -9238340.000000 Penalty: 5523.096191
	Iteration 13Q: 3 clusters Score -9238340 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 61427 members 
Entering Unmasked Estep 
Score: -9238747.000000 Penalty: 5523.096191
	Iteration 14Q: 3 clusters Score -9238747 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 61972 members 
Entering Unmasked Estep 
Score: -9238993.000000 Penalty: 5523.096191
	Iteration 15Q: 3 clusters Score -9238993 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 62393 members 
Entering Unmasked Estep 
Score: -9239133.000000 Penalty: 5523.096191
	Iteration 16Q: 3 clusters Score -9239133 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 62770 members 
Entering Unmasked Estep 
Score: -9239265.000000 Penalty: 5523.096191
	Iteration 17Q: 3 clusters Score -9239265 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 63122 members 
Entering Unmasked Estep 
Score: -9239356.000000 Penalty: 5523.096191
	Iteration 18Q: 3 clusters Score -9239356 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
Score: -9239473.000000 Penalty: 5523.096191
	Iteration 19Q: 3 clusters Score -9239473 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 63712 members 
Entering Unmasked Estep 
Score: -9239547.000000 Penalty: 5523.096191
	Iteration 20F: 3 clusters Score -9239547 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 63964 members 
Entering Unmasked Estep 
Score: -9239615.000000 Penalty: 5523.096191
	Iteration 21Q: 3 clusters Score -9239615 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 64195 members 
Entering Unmasked Estep 
Score: -9239692.000000 Penalty: 5523.096191
	Iteration 22Q: 3 clusters Score -9239692 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 64408 members 
Entering Unmasked Estep 
Score: -9239741.000000 Penalty: 5523.096191
	Iteration 23Q: 3 clusters Score -9239741 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 64600 members 
Entering Unmasked Estep 
Score: -9239789.000000 Penalty: 5523.096191
	Iteration 24Q: 3 clusters Score -9239789 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 64784 members 
Entering Unmasked Estep 
Score: -9239819.000000 Penalty: 5523.096191
	Iteration 25Q: 3 clusters Score -9239819 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 64943 members 
Entering Unmasked Estep 
Score: -9239840.000000 Penalty: 5523.096191
	Iteration 26Q: 3 clusters Score -9239840 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 65074 members 
Entering Unmasked Estep 
Score: -9239869.000000 Penalty: 5523.096191
	Iteration 27Q: 3 clusters Score -9239869 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 65194 members 
Entering Unmasked Estep 
Score: -9239906.000000 Penalty: 5523.096191
	Iteration 28Q: 3 clusters Score -9239906 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 65312 members 
Entering Unmasked Estep 
Score: -9239906.000000 Penalty: 5523.096191
	Iteration 29Q: 3 clusters Score -9239906 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -9239938.000000 Penalty: 5523.096191
	Iteration 30Q: 3 clusters Score -9239938 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 65521 members 
Entering Unmasked Estep 
Score: -9239956.000000 Penalty: 5523.096191
	Iteration 31Q: 3 clusters Score -9239956 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 65601 members 
Entering Unmasked Estep 
Score: -9239973.000000 Penalty: 5523.096191
	Iteration 32Q: 3 clusters Score -9239973 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 65676 members 
Entering Unmasked Estep 
Score: -9239981.000000 Penalty: 5523.096191
	Iteration 33Q: 3 clusters Score -9239981 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 65734 members 
Entering Unmasked Estep 
Score: -9239988.000000 Penalty: 5523.096191
	Iteration 34Q: 3 clusters Score -9239988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 65782 members 
Entering Unmasked Estep 
Score: -9240006.000000 Penalty: 5523.096191
	Iteration 35Q: 3 clusters Score -9240006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 65820 members 
Entering Unmasked Estep 
Score: -9240025.000000 Penalty: 5523.096191
	Iteration 36Q: 3 clusters Score -9240025 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 65854 members 
Entering Unmasked Estep 
Score: -9240029.000000 Penalty: 5523.096191
	Iteration 37Q: 3 clusters Score -9240029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 65883 members 
Entering Unmasked Estep 
Score: -9240042.000000 Penalty: 5523.096191
	Iteration 38Q: 3 clusters Score -9240042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 65918 members 
Entering Unmasked Estep 
Score: -9240054.000000 Penalty: 5523.096191
	Iteration 39Q: 3 clusters Score -9240054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 65951 members 
Entering Unmasked Estep 
Score: -9240063.000000 Penalty: 5523.096191
	Iteration 40F: 3 clusters Score -9240063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 65971 members 
Entering Unmasked Estep 
Score: -9240062.000000 Penalty: 5523.096191
	Iteration 41Q: 3 clusters Score -9240062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -9240066.000000 Penalty: 5523.096191
	Iteration 42Q: 3 clusters Score -9240066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 65998 members 
Entering Unmasked Estep 
Score: -9240064.000000 Penalty: 5523.096191
	Iteration 43Q: 3 clusters Score -9240064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 66010 members 
Entering Unmasked Estep 
Score: -9240065.000000 Penalty: 5523.096191
	Iteration 44Q: 3 clusters Score -9240065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 66019 members 
Entering Unmasked Estep 
Score: -9240062.000000 Penalty: 5523.096191
	Iteration 45Q: 3 clusters Score -9240062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -9240068.000000 Penalty: 5523.096191
	Iteration 46Q: 3 clusters Score -9240068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 66036 members 
Entering Unmasked Estep 
Score: -9240062.000000 Penalty: 5523.096191
	Iteration 47Q: 3 clusters Score -9240062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 66045 members 
Entering Unmasked Estep 
Score: -9240066.000000 Penalty: 5523.096191
	Iteration 48Q: 3 clusters Score -9240066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 66052 members 
Entering Unmasked Estep 
Score: -9240070.000000 Penalty: 5523.096191
	Iteration 49Q: 3 clusters Score -9240070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
Score: -9240079.000000 Penalty: 5523.096191
	Iteration 50Q: 3 clusters Score -9240079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -9240077.000000 Penalty: 5523.096191
	Iteration 51Q: 3 clusters Score -9240077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 66060 members 
Entering Unmasked Estep 
Score: -9240078.000000 Penalty: 5523.096191
	Iteration 52Q: 3 clusters Score -9240078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 66062 members 
Entering Unmasked Estep 
Score: -9240074.000000 Penalty: 5523.096191
	Iteration 53Q: 3 clusters Score -9240074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -9240082.000000 Penalty: 5523.096191
	Iteration 54Q: 3 clusters Score -9240082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 66068 members 
Entering Unmasked Estep 
Score: -9240086.000000 Penalty: 5523.096191
	Iteration 55Q: 3 clusters Score -9240086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 66069 members 
Entering Unmasked Estep 
Score: -9240085.000000 Penalty: 5523.096191
	Iteration 56Q: 3 clusters Score -9240085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 66071 members 
Entering Unmasked Estep 
Score: -9240086.000000 Penalty: 5523.096191
	Iteration 57Q: 3 clusters Score -9240086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 66075 members 
Entering Unmasked Estep 
Score: -9240093.000000 Penalty: 5523.096191
	Iteration 58Q: 3 clusters Score -9240093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 66078 members 
Entering Unmasked Estep 
Score: -9240084.000000 Penalty: 5523.096191
	Iteration 59Q: 3 clusters Score -9240084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 66081 members 
Entering Unmasked Estep 
Score: -9240089.000000 Penalty: 5523.096191
	Iteration 60F: 3 clusters Score -9240089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 66084 members 
Entering Unmasked Estep 
Score: -9240088.000000 Penalty: 5523.096191
	Iteration 61Q: 3 clusters Score -9240088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 66090 members 
Entering Unmasked Estep 
Score: -9240095.000000 Penalty: 5523.096191
	Iteration 62Q: 3 clusters Score -9240095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 66098 members 
Entering Unmasked Estep 
Score: -9240094.000000 Penalty: 5523.096191
	Iteration 63Q: 3 clusters Score -9240094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 66104 members 
Entering Unmasked Estep 
Score: -9240100.000000 Penalty: 5523.096191
	Iteration 64Q: 3 clusters Score -9240100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 66109 members 
Entering Unmasked Estep 
Score: -9240099.000000 Penalty: 5523.096191
	Iteration 65Q: 3 clusters Score -9240099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 66112 members 
Entering Unmasked Estep 
Score: -9240100.000000 Penalty: 5523.096191
	Iteration 66Q: 3 clusters Score -9240100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
Score: -9240101.000000 Penalty: 5523.096191
	Iteration 67Q: 3 clusters Score -9240101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 66115 members 
Entering Unmasked Estep 
Score: -9240101.000000 Penalty: 5523.096191
	Iteration 68Q: 3 clusters Score -9240101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 66119 members 
Entering Unmasked Estep 
Score: -9240100.000000 Penalty: 5523.096191
	Iteration 69Q: 3 clusters Score -9240100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -9240094.000000 Penalty: 5523.096191
	Iteration 70Q: 3 clusters Score -9240094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 66126 members 
Entering Unmasked Estep 
Score: -9240087.000000 Penalty: 5523.096191
	Iteration 71Q: 3 clusters Score -9240087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 66130 members 
Entering Unmasked Estep 
Score: -9240094.000000 Penalty: 5523.096191
	Iteration 72Q: 3 clusters Score -9240094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 66133 members 
Entering Unmasked Estep 
Score: -9240091.000000 Penalty: 5523.096191
	Iteration 73Q: 3 clusters Score -9240091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 66136 members 
Entering Unmasked Estep 
Score: -9240097.000000 Penalty: 5523.096191
	Iteration 74Q: 3 clusters Score -9240097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 66139 members 
Entering Unmasked Estep 
Score: -9240087.000000 Penalty: 5523.096191
	Iteration 75Q: 3 clusters Score -9240087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 66141 members 
Entering Unmasked Estep 
Score: -9240092.000000 Penalty: 5523.096191
	Iteration 76Q: 3 clusters Score -9240092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 66143 members 
Entering Unmasked Estep 
Score: -9240088.000000 Penalty: 5523.096191
	Iteration 77Q: 3 clusters Score -9240088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 66143 members 
Entering Unmasked Estep 
Score: -9240086.000000 Penalty: 5523.096191
	Iteration 78Q: 3 clusters Score -9240086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -9240092.000000 Penalty: 5523.096191
	Iteration 79Q: 3 clusters Score -9240092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 66143 members 
Entering Unmasked Estep 
Score: -9240094.000000 Penalty: 5523.096191
	Iteration 80F: 3 clusters Score -9240094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -9240093.000000 Penalty: 5523.096191
	Iteration 81Q: 3 clusters Score -9240093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -9240093.000000 Penalty: 5523.096191
	Iteration 82F: 3 clusters Score -9240093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (165954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165954 members 
Entering Unmasked Estep 
Score: -22444940.000000 Penalty: 2980.827637
	Iteration 0F: 2 clusters Score -2.244494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82590 members 
Mstep: Class 2 contains 83364 members 
Entering Unmasked Estep 
Score: -22336412.000000 Penalty: 5961.655273
	Iteration 0F: 3 clusters Score -2.233641e+07 nChanged 79297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76661 members 
Mstep: Class 2 contains 89293 members 
Entering Unmasked Estep 
Score: -22384042.000000 Penalty: 5961.655273
	Iteration 1F: 3 clusters Score -2.238404e+07 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72840 members 
Mstep: Class 2 contains 93114 members 
Entering Unmasked Estep 
Score: -22386234.000000 Penalty: 5961.655273
	Iteration 2Q: 3 clusters Score -2.238623e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67186 members 
Mstep: Class 2 contains 98768 members 
Entering Unmasked Estep 
Score: -22389640.000000 Penalty: 5961.655273
	Iteration 3Q: 3 clusters Score -2.238964e+07 nChanged 9173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 106595 members 
Entering Unmasked Estep 
Score: -22395622.000000 Penalty: 5961.655273
	Iteration 4F: 3 clusters Score -2.239562e+07 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 116392 members 
Entering Unmasked Estep 
Score: -22403822.000000 Penalty: 5961.655273
	Iteration 5F: 3 clusters Score -2.240382e+07 nChanged 11275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 126695 members 
Entering Unmasked Estep 
Score: -22413624.000000 Penalty: 5961.655273
	Iteration 6F: 3 clusters Score -2.241362e+07 nChanged 9933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 135500 members 
Entering Unmasked Estep 
Score: -22422282.000000 Penalty: 5961.655273
	Iteration 7F: 3 clusters Score -2.242228e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 142049 members 
Entering Unmasked Estep 
Score: -22428722.000000 Penalty: 5961.655273
	Iteration 8Q: 3 clusters Score -2.242872e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 146597 members 
Entering Unmasked Estep 
Score: -22432886.000000 Penalty: 5961.655273
	Iteration 9Q: 3 clusters Score -2.243289e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 150057 members 
Entering Unmasked Estep 
Score: -22435708.000000 Penalty: 5961.655273
	Iteration 10Q: 3 clusters Score -2.243571e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 152839 members 
Entering Unmasked Estep 
Score: -22437362.000000 Penalty: 5961.655273
	Iteration 11Q: 3 clusters Score -2.243736e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 155239 members 
Entering Unmasked Estep 
Score: -22438666.000000 Penalty: 5961.655273
	Iteration 12Q: 3 clusters Score -2.243867e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 157236 members 
Entering Unmasked Estep 
Score: -22439672.000000 Penalty: 5961.655273
	Iteration 13Q: 3 clusters Score -2.243967e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 158895 members 
Entering Unmasked Estep 
Score: -22440416.000000 Penalty: 5961.655273
	Iteration 14Q: 3 clusters Score -2.244042e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 160279 members 
Entering Unmasked Estep 
Score: -22440962.000000 Penalty: 5961.655273
	Iteration 15Q: 3 clusters Score -2.244096e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 161377 members 
Entering Unmasked Estep 
Score: -22441392.000000 Penalty: 5961.655273
	Iteration 16Q: 3 clusters Score -2.244139e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 162210 members 
Entering Unmasked Estep 
Score: -22441638.000000 Penalty: 5961.655273
	Iteration 17Q: 3 clusters Score -2.244164e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 162873 members 
Entering Unmasked Estep 
Score: -22441888.000000 Penalty: 5961.655273
	Iteration 18Q: 3 clusters Score -2.244189e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 163372 members 
Entering Unmasked Estep 
Score: -22441972.000000 Penalty: 5961.655273
	Iteration 19Q: 3 clusters Score -2.244197e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 163767 members 
Entering Unmasked Estep 
Score: -22442064.000000 Penalty: 5961.655273
	Iteration 20F: 3 clusters Score -2.244206e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 164072 members 
Entering Unmasked Estep 
Score: -22442220.000000 Penalty: 5961.655273
	Iteration 21Q: 3 clusters Score -2.244222e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 164296 members 
Entering Unmasked Estep 
Score: -22442332.000000 Penalty: 5961.655273
	Iteration 22Q: 3 clusters Score -2.244233e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 164445 members 
Entering Unmasked Estep 
Score: -22442352.000000 Penalty: 5961.655273
	Iteration 23Q: 3 clusters Score -2.244235e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 164560 members 
Entering Unmasked Estep 
Score: -22442398.000000 Penalty: 5961.655273
	Iteration 24Q: 3 clusters Score -2.24424e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 164648 members 
Entering Unmasked Estep 
Score: -22442450.000000 Penalty: 5961.655273
	Iteration 25Q: 3 clusters Score -2.244245e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 164718 members 
Entering Unmasked Estep 
Score: -22442504.000000 Penalty: 5961.655273
	Iteration 26Q: 3 clusters Score -2.24425e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 164784 members 
Entering Unmasked Estep 
Score: -22442494.000000 Penalty: 5961.655273
	Iteration 27Q: 3 clusters Score -2.244249e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 164829 members 
Entering Unmasked Estep 
Score: -22442500.000000 Penalty: 5961.655273
	Iteration 28Q: 3 clusters Score -2.24425e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 164854 members 
Entering Unmasked Estep 
Score: -22442506.000000 Penalty: 5961.655273
	Iteration 29Q: 3 clusters Score -2.244251e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 164886 members 
Entering Unmasked Estep 
Score: -22442524.000000 Penalty: 5961.655273
	Iteration 30Q: 3 clusters Score -2.244252e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 164913 members 
Entering Unmasked Estep 
Score: -22442536.000000 Penalty: 5961.655273
	Iteration 31Q: 3 clusters Score -2.244254e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 164937 members 
Entering Unmasked Estep 
Score: -22442546.000000 Penalty: 5961.655273
	Iteration 32Q: 3 clusters Score -2.244255e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 164952 members 
Entering Unmasked Estep 
Score: -22442554.000000 Penalty: 5961.655273
	Iteration 33Q: 3 clusters Score -2.244255e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 164968 members 
Entering Unmasked Estep 
Score: -22442558.000000 Penalty: 5961.655273
	Iteration 34Q: 3 clusters Score -2.244256e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 164979 members 
Entering Unmasked Estep 
Score: -22442548.000000 Penalty: 5961.655273
	Iteration 35Q: 3 clusters Score -2.244255e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 164985 members 
Entering Unmasked Estep 
Score: -22442562.000000 Penalty: 5961.655273
	Iteration 36Q: 3 clusters Score -2.244256e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 164996 members 
Entering Unmasked Estep 
Score: -22442572.000000 Penalty: 5961.655273
	Iteration 37Q: 3 clusters Score -2.244257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 164999 members 
Entering Unmasked Estep 
Score: -22442580.000000 Penalty: 5961.655273
	Iteration 38Q: 3 clusters Score -2.244258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 165001 members 
Entering Unmasked Estep 
Score: -22442570.000000 Penalty: 5961.655273
	Iteration 39Q: 3 clusters Score -2.244257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 165002 members 
Entering Unmasked Estep 
Score: -22442574.000000 Penalty: 5961.655273
	Iteration 40F: 3 clusters Score -2.244257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Entering Unmasked Estep 
Score: -6369648.500000 Penalty: 2670.030273
	Iteration 0F: 2 clusters Score -6369648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -6337518.000000 Penalty: 5340.060547
	Iteration 0F: 3 clusters Score -6337518 nChanged 21898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -6349755.000000 Penalty: 5340.060547
	Iteration 1F: 3 clusters Score -6349755 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -6350696.000000 Penalty: 5340.060547
	Iteration 2Q: 3 clusters Score -6350696 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -6352157.000000 Penalty: 5340.060547
	Iteration 3F: 3 clusters Score -6352157 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -6354525.000000 Penalty: 5340.060547
	Iteration 4F: 3 clusters Score -6354525 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -6358215.500000 Penalty: 5340.060547
	Iteration 5F: 3 clusters Score -6358216 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -6362216.000000 Penalty: 5340.060547
	Iteration 6F: 3 clusters Score -6362216 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -6365226.000000 Penalty: 5340.060547
	Iteration 7F: 3 clusters Score -6365226 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -6366899.000000 Penalty: 5340.060547
	Iteration 8Q: 3 clusters Score -6366899 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -6367573.000000 Penalty: 5340.060547
	Iteration 9Q: 3 clusters Score -6367573 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -6367781.500000 Penalty: 5340.060547
	Iteration 10Q: 3 clusters Score -6367782 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -6367885.500000 Penalty: 5340.060547
	Iteration 11Q: 3 clusters Score -6367886 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -6367963.500000 Penalty: 5340.060547
	Iteration 12Q: 3 clusters Score -6367964 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -6367984.000000 Penalty: 5340.060547
	Iteration 13Q: 3 clusters Score -6367984 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -6368003.000000 Penalty: 5340.060547
	Iteration 14Q: 3 clusters Score -6368003 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -6368019.500000 Penalty: 5340.060547
	Iteration 15Q: 3 clusters Score -6368020 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -6368037.000000 Penalty: 5340.060547
	Iteration 16Q: 3 clusters Score -6368037 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -6368042.000000 Penalty: 5340.060547
	Iteration 17Q: 3 clusters Score -6368042 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -6368041.500000 Penalty: 5340.060547
	Iteration 18Q: 3 clusters Score -6368042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -6368052.000000 Penalty: 5340.060547
	Iteration 19Q: 3 clusters Score -6368052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -6368067.000000 Penalty: 5340.060547
	Iteration 20F: 3 clusters Score -6368067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -6368073.000000 Penalty: 5340.060547
	Iteration 21Q: 3 clusters Score -6368073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -6368071.000000 Penalty: 5340.060547
	Iteration 22Q: 3 clusters Score -6368071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -6368071.000000 Penalty: 5340.060547
	Iteration 23Q: 3 clusters Score -6368071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -6368071.500000 Penalty: 5340.060547
	Iteration 24Q: 3 clusters Score -6368072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -6368071.000000 Penalty: 5340.060547
	Iteration 25Q: 3 clusters Score -6368071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -6368072.000000 Penalty: 5340.060547
	Iteration 26Q: 3 clusters Score -6368072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -6368075.000000 Penalty: 5340.060547
	Iteration 27Q: 3 clusters Score -6368075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -6368076.000000 Penalty: 5340.060547
	Iteration 28Q: 3 clusters Score -6368076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -6368077.000000 Penalty: 5340.060547
	Iteration 29Q: 3 clusters Score -6368077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -6368077.000000 Penalty: 5340.060547
	Iteration 30Q: 3 clusters Score -6368077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -6368076.500000 Penalty: 5340.060547
	Iteration 31Q: 3 clusters Score -6368076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -6368076.000000 Penalty: 5340.060547
	Iteration 32Q: 3 clusters Score -6368076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -6368074.500000 Penalty: 5340.060547
	Iteration 33Q: 3 clusters Score -6368074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6368075.500000 Penalty: 5340.060547
	Iteration 34Q: 3 clusters Score -6368076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -6368075.500000 Penalty: 5340.060547
	Iteration 35Q: 3 clusters Score -6368076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -6368072.500000 Penalty: 5340.060547
	Iteration 36Q: 3 clusters Score -6368072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -6368074.500000 Penalty: 5340.060547
	Iteration 37Q: 3 clusters Score -6368074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -6368072.500000 Penalty: 5340.060547
	Iteration 38Q: 3 clusters Score -6368072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -6368069.500000 Penalty: 5340.060547
	Iteration 39Q: 3 clusters Score -6368070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -6368068.000000 Penalty: 5340.060547
	Iteration 40F: 3 clusters Score -6368068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -6368076.500000 Penalty: 5340.060547
	Iteration 41Q: 3 clusters Score -6368076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -6368076.000000 Penalty: 5340.060547
	Iteration 42Q: 3 clusters Score -6368076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -6368080.000000 Penalty: 5340.060547
	Iteration 43Q: 3 clusters Score -6368080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -6368071.000000 Penalty: 5340.060547
	Iteration 44Q: 3 clusters Score -6368071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -6368065.500000 Penalty: 5340.060547
	Iteration 45Q: 3 clusters Score -6368066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6368072.000000 Penalty: 5340.060547
	Iteration 46Q: 3 clusters Score -6368072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -6368072.000000 Penalty: 5340.060547
	Iteration 47Q: 3 clusters Score -6368072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6368065.500000 Penalty: 5340.060547
	Iteration 48Q: 3 clusters Score -6368066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -6368070.000000 Penalty: 5340.060547
	Iteration 49Q: 3 clusters Score -6368070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -6368080.000000 Penalty: 5340.060547
	Iteration 50Q: 3 clusters Score -6368080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -6368082.000000 Penalty: 5340.060547
	Iteration 51Q: 3 clusters Score -6368082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -6368084.000000 Penalty: 5340.060547
	Iteration 52Q: 3 clusters Score -6368084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -6368086.500000 Penalty: 5340.060547
	Iteration 53Q: 3 clusters Score -6368086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -6368087.500000 Penalty: 5340.060547
	Iteration 54Q: 3 clusters Score -6368088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -6368087.500000 Penalty: 5340.060547
	Iteration 55F: 3 clusters Score -6368088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -45004.183594 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -45004.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43647.457031 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -43647.46 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43861.414062 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -43861.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44020.730469 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -44020.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44090.550781 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -44090.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44152.625000 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -44152.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -44194.714844 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -44194.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44217.367188 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -44217.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44351.937500 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -44351.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -44656.527344 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -44656.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -44740.039062 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -44740.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44816.246094 Penalty: 2956.658691
	Iteration 10Q: 3 clusters Score -44816.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -44843.570312 Penalty: 2956.658691
	Iteration 11Q: 3 clusters Score -44843.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44847.230469 Penalty: 2956.658691
	Iteration 12Q: 3 clusters Score -44847.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44847.230469 Penalty: 2956.658691
	Iteration 13F: 3 clusters Score -44847.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (93718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93718 members 
Entering Unmasked Estep 
Score: -12148822.000000 Penalty: 2839.115234
	Iteration 0F: 2 clusters Score -1.214882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -12086327.000000 Penalty: 5678.230469
	Iteration 0F: 3 clusters Score -1.208633e+07 nChanged 44331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -12111414.000000 Penalty: 5678.230469
	Iteration 1F: 3 clusters Score -1.211141e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -12112470.000000 Penalty: 5678.230469
	Iteration 2Q: 3 clusters Score -1.211247e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -12114236.000000 Penalty: 5678.230469
	Iteration 3Q: 3 clusters Score -1.211424e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54220 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -12117291.000000 Penalty: 5678.230469
	Iteration 4F: 3 clusters Score -1.211729e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58150 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -12121549.000000 Penalty: 5678.230469
	Iteration 5F: 3 clusters Score -1.212155e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -12126094.000000 Penalty: 5678.230469
	Iteration 6F: 3 clusters Score -1.212609e+07 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66060 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -12130087.000000 Penalty: 5678.230469
	Iteration 7F: 3 clusters Score -1.213009e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69678 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -12133135.000000 Penalty: 5678.230469
	Iteration 8F: 3 clusters Score -1.213314e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72987 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -12135287.000000 Penalty: 5678.230469
	Iteration 9Q: 3 clusters Score -1.213529e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76212 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -12137133.000000 Penalty: 5678.230469
	Iteration 10Q: 3 clusters Score -1.213713e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79404 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -12138922.000000 Penalty: 5678.230469
	Iteration 11Q: 3 clusters Score -1.213892e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82458 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -12140612.000000 Penalty: 5678.230469
	Iteration 12Q: 3 clusters Score -1.214061e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85155 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -12142109.000000 Penalty: 5678.230469
	Iteration 13Q: 3 clusters Score -1.214211e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87376 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -12143304.000000 Penalty: 5678.230469
	Iteration 14Q: 3 clusters Score -1.21433e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89191 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -12144397.000000 Penalty: 5678.230469
	Iteration 15Q: 3 clusters Score -1.21444e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90595 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -12145228.000000 Penalty: 5678.230469
	Iteration 16Q: 3 clusters Score -1.214523e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91528 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -12145739.000000 Penalty: 5678.230469
	Iteration 17Q: 3 clusters Score -1.214574e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92129 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -12146101.000000 Penalty: 5678.230469
	Iteration 18Q: 3 clusters Score -1.21461e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92469 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -12146263.000000 Penalty: 5678.230469
	Iteration 19Q: 3 clusters Score -1.214626e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92667 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -12146391.000000 Penalty: 5678.230469
	Iteration 20F: 3 clusters Score -1.214639e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92795 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -12146476.000000 Penalty: 5678.230469
	Iteration 21Q: 3 clusters Score -1.214648e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92868 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -12146528.000000 Penalty: 5678.230469
	Iteration 22Q: 3 clusters Score -1.214653e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92926 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -12146560.000000 Penalty: 5678.230469
	Iteration 23Q: 3 clusters Score -1.214656e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92962 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -12146565.000000 Penalty: 5678.230469
	Iteration 24Q: 3 clusters Score -1.214656e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92985 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -12146572.000000 Penalty: 5678.230469
	Iteration 25Q: 3 clusters Score -1.214657e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92990 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -12146567.000000 Penalty: 5678.230469
	Iteration 26Q: 3 clusters Score -1.214657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92996 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -12146582.000000 Penalty: 5678.230469
	Iteration 27Q: 3 clusters Score -1.214658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93005 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -12146579.000000 Penalty: 5678.230469
	Iteration 28Q: 3 clusters Score -1.214658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93012 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -12146599.000000 Penalty: 5678.230469
	Iteration 29Q: 3 clusters Score -1.21466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93016 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -12146596.000000 Penalty: 5678.230469
	Iteration 30Q: 3 clusters Score -1.21466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93022 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -12146607.000000 Penalty: 5678.230469
	Iteration 31Q: 3 clusters Score -1.214661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93032 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -12146625.000000 Penalty: 5678.230469
	Iteration 32Q: 3 clusters Score -1.214662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93039 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -12146629.000000 Penalty: 5678.230469
	Iteration 33Q: 3 clusters Score -1.214663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93048 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -12146634.000000 Penalty: 5678.230469
	Iteration 34Q: 3 clusters Score -1.214663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93054 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -12146632.000000 Penalty: 5678.230469
	Iteration 35Q: 3 clusters Score -1.214663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93061 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -12146642.000000 Penalty: 5678.230469
	Iteration 36Q: 3 clusters Score -1.214664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93066 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -12146645.000000 Penalty: 5678.230469
	Iteration 37Q: 3 clusters Score -1.214664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93067 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -12146638.000000 Penalty: 5678.230469
	Iteration 38Q: 3 clusters Score -1.214664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93068 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -12146641.000000 Penalty: 5678.230469
	Iteration 39Q: 3 clusters Score -1.214664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93069 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -12146653.000000 Penalty: 5678.230469
	Iteration 40F: 3 clusters Score -1.214665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93070 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -12146644.000000 Penalty: 5678.230469
	Iteration 41Q: 3 clusters Score -1.214664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93071 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -12146656.000000 Penalty: 5678.230469
	Iteration 42Q: 3 clusters Score -1.214666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93072 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -12146655.000000 Penalty: 5678.230469
	Iteration 43Q: 3 clusters Score -1.214666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93072 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -12146655.000000 Penalty: 5678.230469
	Iteration 44F: 3 clusters Score -1.214666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (150820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150820 members 
Entering Unmasked Estep 
Score: -20037594.000000 Penalty: 2957.113037
	Iteration 0F: 2 clusters Score -2.003759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75515 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -19937652.000000 Penalty: 5914.226074
	Iteration 0F: 3 clusters Score -1.993765e+07 nChanged 71980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 73955 members 
Entering Unmasked Estep 
Score: -19978746.000000 Penalty: 5914.226074
	Iteration 1F: 3 clusters Score -1.997875e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77908 members 
Mstep: Class 2 contains 72912 members 
Entering Unmasked Estep 
Score: -19979626.000000 Penalty: 5914.226074
	Iteration 2Q: 3 clusters Score -1.997963e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79510 members 
Mstep: Class 2 contains 71310 members 
Entering Unmasked Estep 
Score: -19980508.000000 Penalty: 5914.226074
	Iteration 3Q: 3 clusters Score -1.998051e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81975 members 
Mstep: Class 2 contains 68845 members 
Entering Unmasked Estep 
Score: -19981706.000000 Penalty: 5914.226074
	Iteration 4Q: 3 clusters Score -1.998171e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85614 members 
Mstep: Class 2 contains 65206 members 
Entering Unmasked Estep 
Score: -19983412.000000 Penalty: 5914.226074
	Iteration 5Q: 3 clusters Score -1.998341e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90867 members 
Mstep: Class 2 contains 59953 members 
Entering Unmasked Estep 
Score: -19986014.000000 Penalty: 5914.226074
	Iteration 6Q: 3 clusters Score -1.998601e+07 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98179 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -19990448.000000 Penalty: 5914.226074
	Iteration 7F: 3 clusters Score -1.999045e+07 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107797 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -19997176.000000 Penalty: 5914.226074
	Iteration 8F: 3 clusters Score -1.999718e+07 nChanged 11292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118969 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -20006178.000000 Penalty: 5914.226074
	Iteration 9F: 3 clusters Score -2.000618e+07 nChanged 11021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129958 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -20015988.000000 Penalty: 5914.226074
	Iteration 10F: 3 clusters Score -2.001599e+07 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138872 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -20024312.000000 Penalty: 5914.226074
	Iteration 11F: 3 clusters Score -2.002431e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144800 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -20029886.000000 Penalty: 5914.226074
	Iteration 12Q: 3 clusters Score -2.002989e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148003 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -20032686.000000 Penalty: 5914.226074
	Iteration 13Q: 3 clusters Score -2.003269e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149463 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -20033982.000000 Penalty: 5914.226074
	Iteration 14Q: 3 clusters Score -2.003398e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150050 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -20034550.000000 Penalty: 5914.226074
	Iteration 15Q: 3 clusters Score -2.003455e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150275 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -20034788.000000 Penalty: 5914.226074
	Iteration 16Q: 3 clusters Score -2.003479e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150353 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -20034880.000000 Penalty: 5914.226074
	Iteration 17Q: 3 clusters Score -2.003488e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150394 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -20034938.000000 Penalty: 5914.226074
	Iteration 18Q: 3 clusters Score -2.003494e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150417 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -20034984.000000 Penalty: 5914.226074
	Iteration 19Q: 3 clusters Score -2.003498e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150433 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -20035002.000000 Penalty: 5914.226074
	Iteration 20F: 3 clusters Score -2.0035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150444 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -20035010.000000 Penalty: 5914.226074
	Iteration 21Q: 3 clusters Score -2.003501e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150451 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -20035030.000000 Penalty: 5914.226074
	Iteration 22Q: 3 clusters Score -2.003503e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150457 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -20035048.000000 Penalty: 5914.226074
	Iteration 23Q: 3 clusters Score -2.003505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150459 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -20035064.000000 Penalty: 5914.226074
	Iteration 24Q: 3 clusters Score -2.003506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150462 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -20035062.000000 Penalty: 5914.226074
	Iteration 25Q: 3 clusters Score -2.003506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150468 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -20035078.000000 Penalty: 5914.226074
	Iteration 26Q: 3 clusters Score -2.003508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150470 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -20035074.000000 Penalty: 5914.226074
	Iteration 27Q: 3 clusters Score -2.003507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150470 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -20035068.000000 Penalty: 5914.226074
	Iteration 28Q: 3 clusters Score -2.003507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150471 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -20035068.000000 Penalty: 5914.226074
	Iteration 29Q: 3 clusters Score -2.003507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150470 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -20035068.000000 Penalty: 5914.226074
	Iteration 30Q: 3 clusters Score -2.003507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150470 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -20035068.000000 Penalty: 5914.226074
	Iteration 31F: 3 clusters Score -2.003507e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (155554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155554 members 
Entering Unmasked Estep 
Score: -21029658.000000 Penalty: 2964.777588
	Iteration 0F: 2 clusters Score -2.102966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77666 members 
Mstep: Class 2 contains 77888 members 
Entering Unmasked Estep 
Score: -20926912.000000 Penalty: 5929.555176
	Iteration 0F: 3 clusters Score -2.092691e+07 nChanged 74219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75773 members 
Mstep: Class 2 contains 79781 members 
Entering Unmasked Estep 
Score: -20970142.000000 Penalty: 5929.555176
	Iteration 1F: 3 clusters Score -2.097014e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74394 members 
Mstep: Class 2 contains 81160 members 
Entering Unmasked Estep 
Score: -20971174.000000 Penalty: 5929.555176
	Iteration 2Q: 3 clusters Score -2.097117e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72337 members 
Mstep: Class 2 contains 83217 members 
Entering Unmasked Estep 
Score: -20972578.000000 Penalty: 5929.555176
	Iteration 3Q: 3 clusters Score -2.097258e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69283 members 
Mstep: Class 2 contains 86271 members 
Entering Unmasked Estep 
Score: -20974850.000000 Penalty: 5929.555176
	Iteration 4Q: 3 clusters Score -2.097485e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 90653 members 
Entering Unmasked Estep 
Score: -20978276.000000 Penalty: 5929.555176
	Iteration 5Q: 3 clusters Score -2.097828e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 96251 members 
Entering Unmasked Estep 
Score: -20983240.000000 Penalty: 5929.555176
	Iteration 6F: 3 clusters Score -2.098324e+07 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52827 members 
Mstep: Class 2 contains 102727 members 
Entering Unmasked Estep 
Score: -20990792.000000 Penalty: 5929.555176
	Iteration 7F: 3 clusters Score -2.099079e+07 nChanged 10278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 108803 members 
Entering Unmasked Estep 
Score: -21000504.000000 Penalty: 5929.555176
	Iteration 8F: 3 clusters Score -2.10005e+07 nChanged 9355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 112756 members 
Entering Unmasked Estep 
Score: -21009842.000000 Penalty: 5929.555176
	Iteration 9F: 3 clusters Score -2.100984e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 114665 members 
Entering Unmasked Estep 
Score: -21014554.000000 Penalty: 5929.555176
	Iteration 10Q: 3 clusters Score -2.101455e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 115998 members 
Entering Unmasked Estep 
Score: -21016256.000000 Penalty: 5929.555176
	Iteration 11Q: 3 clusters Score -2.101626e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 117195 members 
Entering Unmasked Estep 
Score: -21017378.000000 Penalty: 5929.555176
	Iteration 12Q: 3 clusters Score -2.101738e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 118374 members 
Entering Unmasked Estep 
Score: -21018230.000000 Penalty: 5929.555176
	Iteration 13Q: 3 clusters Score -2.101823e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 119391 members 
Entering Unmasked Estep 
Score: -21018884.000000 Penalty: 5929.555176
	Iteration 14Q: 3 clusters Score -2.101888e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 120431 members 
Entering Unmasked Estep 
Score: -21019484.000000 Penalty: 5929.555176
	Iteration 15Q: 3 clusters Score -2.101948e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 121421 members 
Entering Unmasked Estep 
Score: -21020076.000000 Penalty: 5929.555176
	Iteration 16Q: 3 clusters Score -2.102008e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 122434 members 
Entering Unmasked Estep 
Score: -21020546.000000 Penalty: 5929.555176
	Iteration 17Q: 3 clusters Score -2.102055e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 123439 members 
Entering Unmasked Estep 
Score: -21020920.000000 Penalty: 5929.555176
	Iteration 18Q: 3 clusters Score -2.102092e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 124425 members 
Entering Unmasked Estep 
Score: -21021218.000000 Penalty: 5929.555176
	Iteration 19Q: 3 clusters Score -2.102122e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 125398 members 
Entering Unmasked Estep 
Score: -21021514.000000 Penalty: 5929.555176
	Iteration 20F: 3 clusters Score -2.102151e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 126283 members 
Entering Unmasked Estep 
Score: -21021748.000000 Penalty: 5929.555176
	Iteration 21Q: 3 clusters Score -2.102175e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 127146 members 
Entering Unmasked Estep 
Score: -21022034.000000 Penalty: 5929.555176
	Iteration 22Q: 3 clusters Score -2.102203e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 127996 members 
Entering Unmasked Estep 
Score: -21022182.000000 Penalty: 5929.555176
	Iteration 23Q: 3 clusters Score -2.102218e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 128851 members 
Entering Unmasked Estep 
Score: -21022420.000000 Penalty: 5929.555176
	Iteration 24Q: 3 clusters Score -2.102242e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 129717 members 
Entering Unmasked Estep 
Score: -21022580.000000 Penalty: 5929.555176
	Iteration 25Q: 3 clusters Score -2.102258e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 130591 members 
Entering Unmasked Estep 
Score: -21022678.000000 Penalty: 5929.555176
	Iteration 26Q: 3 clusters Score -2.102268e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 131372 members 
Entering Unmasked Estep 
Score: -21022932.000000 Penalty: 5929.555176
	Iteration 27Q: 3 clusters Score -2.102293e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 132152 members 
Entering Unmasked Estep 
Score: -21023044.000000 Penalty: 5929.555176
	Iteration 28Q: 3 clusters Score -2.102304e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 132955 members 
Entering Unmasked Estep 
Score: -21023196.000000 Penalty: 5929.555176
	Iteration 29Q: 3 clusters Score -2.10232e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 133736 members 
Entering Unmasked Estep 
Score: -21023268.000000 Penalty: 5929.555176
	Iteration 30Q: 3 clusters Score -2.102327e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 134528 members 
Entering Unmasked Estep 
Score: -21023452.000000 Penalty: 5929.555176
	Iteration 31Q: 3 clusters Score -2.102345e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 135317 members 
Entering Unmasked Estep 
Score: -21023682.000000 Penalty: 5929.555176
	Iteration 32Q: 3 clusters Score -2.102368e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 136098 members 
Entering Unmasked Estep 
Score: -21023786.000000 Penalty: 5929.555176
	Iteration 33Q: 3 clusters Score -2.102379e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 136832 members 
Entering Unmasked Estep 
Score: -21023878.000000 Penalty: 5929.555176
	Iteration 34Q: 3 clusters Score -2.102388e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 137627 members 
Entering Unmasked Estep 
Score: -21024028.000000 Penalty: 5929.555176
	Iteration 35Q: 3 clusters Score -2.102403e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 138364 members 
Entering Unmasked Estep 
Score: -21024158.000000 Penalty: 5929.555176
	Iteration 36Q: 3 clusters Score -2.102416e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 139105 members 
Entering Unmasked Estep 
Score: -21024350.000000 Penalty: 5929.555176
	Iteration 37Q: 3 clusters Score -2.102435e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 139843 members 
Entering Unmasked Estep 
Score: -21024574.000000 Penalty: 5929.555176
	Iteration 38Q: 3 clusters Score -2.102457e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 140569 members 
Entering Unmasked Estep 
Score: -21024628.000000 Penalty: 5929.555176
	Iteration 39Q: 3 clusters Score -2.102463e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 141251 members 
Entering Unmasked Estep 
Score: -21024798.000000 Penalty: 5929.555176
	Iteration 40F: 3 clusters Score -2.10248e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 141891 members 
Entering Unmasked Estep 
Score: -21025018.000000 Penalty: 5929.555176
	Iteration 41Q: 3 clusters Score -2.102502e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 142548 members 
Entering Unmasked Estep 
Score: -21025138.000000 Penalty: 5929.555176
	Iteration 42Q: 3 clusters Score -2.102514e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 143210 members 
Entering Unmasked Estep 
Score: -21025354.000000 Penalty: 5929.555176
	Iteration 43Q: 3 clusters Score -2.102535e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 143832 members 
Entering Unmasked Estep 
Score: -21025546.000000 Penalty: 5929.555176
	Iteration 44Q: 3 clusters Score -2.102555e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 144450 members 
Entering Unmasked Estep 
Score: -21025654.000000 Penalty: 5929.555176
	Iteration 45Q: 3 clusters Score -2.102565e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 145072 members 
Entering Unmasked Estep 
Score: -21025814.000000 Penalty: 5929.555176
	Iteration 46Q: 3 clusters Score -2.102581e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 145653 members 
Entering Unmasked Estep 
Score: -21025930.000000 Penalty: 5929.555176
	Iteration 47Q: 3 clusters Score -2.102593e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 146246 members 
Entering Unmasked Estep 
Score: -21026034.000000 Penalty: 5929.555176
	Iteration 48Q: 3 clusters Score -2.102603e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 146809 members 
Entering Unmasked Estep 
Score: -21026120.000000 Penalty: 5929.555176
	Iteration 49Q: 3 clusters Score -2.102612e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 147330 members 
Entering Unmasked Estep 
Score: -21026274.000000 Penalty: 5929.555176
	Iteration 50Q: 3 clusters Score -2.102627e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 147812 members 
Entering Unmasked Estep 
Score: -21026430.000000 Penalty: 5929.555176
	Iteration 51Q: 3 clusters Score -2.102643e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 148238 members 
Entering Unmasked Estep 
Score: -21026454.000000 Penalty: 5929.555176
	Iteration 52Q: 3 clusters Score -2.102645e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 148643 members 
Entering Unmasked Estep 
Score: -21026558.000000 Penalty: 5929.555176
	Iteration 53Q: 3 clusters Score -2.102656e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 148998 members 
Entering Unmasked Estep 
Score: -21026604.000000 Penalty: 5929.555176
	Iteration 54Q: 3 clusters Score -2.10266e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 149332 members 
Entering Unmasked Estep 
Score: -21026632.000000 Penalty: 5929.555176
	Iteration 55Q: 3 clusters Score -2.102663e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 149651 members 
Entering Unmasked Estep 
Score: -21026674.000000 Penalty: 5929.555176
	Iteration 56Q: 3 clusters Score -2.102667e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 149938 members 
Entering Unmasked Estep 
Score: -21026714.000000 Penalty: 5929.555176
	Iteration 57Q: 3 clusters Score -2.102671e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 150198 members 
Entering Unmasked Estep 
Score: -21026716.000000 Penalty: 5929.555176
	Iteration 58Q: 3 clusters Score -2.102672e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 150448 members 
Entering Unmasked Estep 
Score: -21026748.000000 Penalty: 5929.555176
	Iteration 59Q: 3 clusters Score -2.102675e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 150694 members 
Entering Unmasked Estep 
Score: -21026762.000000 Penalty: 5929.555176
	Iteration 60F: 3 clusters Score -2.102676e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 150917 members 
Entering Unmasked Estep 
Score: -21026806.000000 Penalty: 5929.555176
	Iteration 61Q: 3 clusters Score -2.102681e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 151136 members 
Entering Unmasked Estep 
Score: -21026854.000000 Penalty: 5929.555176
	Iteration 62Q: 3 clusters Score -2.102685e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 151347 members 
Entering Unmasked Estep 
Score: -21026886.000000 Penalty: 5929.555176
	Iteration 63Q: 3 clusters Score -2.102689e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 151553 members 
Entering Unmasked Estep 
Score: -21026910.000000 Penalty: 5929.555176
	Iteration 64Q: 3 clusters Score -2.102691e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 151722 members 
Entering Unmasked Estep 
Score: -21026960.000000 Penalty: 5929.555176
	Iteration 65Q: 3 clusters Score -2.102696e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 151881 members 
Entering Unmasked Estep 
Score: -21026974.000000 Penalty: 5929.555176
	Iteration 66Q: 3 clusters Score -2.102697e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 152023 members 
Entering Unmasked Estep 
Score: -21026990.000000 Penalty: 5929.555176
	Iteration 67Q: 3 clusters Score -2.102699e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 152157 members 
Entering Unmasked Estep 
Score: -21027034.000000 Penalty: 5929.555176
	Iteration 68Q: 3 clusters Score -2.102703e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 152291 members 
Entering Unmasked Estep 
Score: -21027014.000000 Penalty: 5929.555176
	Iteration 69Q: 3 clusters Score -2.102701e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 152415 members 
Entering Unmasked Estep 
Score: -21027040.000000 Penalty: 5929.555176
	Iteration 70Q: 3 clusters Score -2.102704e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 152540 members 
Entering Unmasked Estep 
Score: -21027066.000000 Penalty: 5929.555176
	Iteration 71Q: 3 clusters Score -2.102707e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 152660 members 
Entering Unmasked Estep 
Score: -21027048.000000 Penalty: 5929.555176
	Iteration 72Q: 3 clusters Score -2.102705e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 152780 members 
Entering Unmasked Estep 
Score: -21027092.000000 Penalty: 5929.555176
	Iteration 73Q: 3 clusters Score -2.102709e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 152911 members 
Entering Unmasked Estep 
Score: -21027110.000000 Penalty: 5929.555176
	Iteration 74Q: 3 clusters Score -2.102711e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 153035 members 
Entering Unmasked Estep 
Score: -21027128.000000 Penalty: 5929.555176
	Iteration 75Q: 3 clusters Score -2.102713e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 153144 members 
Entering Unmasked Estep 
Score: -21027182.000000 Penalty: 5929.555176
	Iteration 76Q: 3 clusters Score -2.102718e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 153241 members 
Entering Unmasked Estep 
Score: -21027192.000000 Penalty: 5929.555176
	Iteration 77Q: 3 clusters Score -2.102719e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 153316 members 
Entering Unmasked Estep 
Score: -21027148.000000 Penalty: 5929.555176
	Iteration 78Q: 3 clusters Score -2.102715e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 153392 members 
Entering Unmasked Estep 
Score: -21027192.000000 Penalty: 5929.555176
	Iteration 79Q: 3 clusters Score -2.102719e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 153452 members 
Entering Unmasked Estep 
Score: -21027234.000000 Penalty: 5929.555176
	Iteration 80F: 3 clusters Score -2.102723e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 153518 members 
Entering Unmasked Estep 
Score: -21027258.000000 Penalty: 5929.555176
	Iteration 81Q: 3 clusters Score -2.102726e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 153574 members 
Entering Unmasked Estep 
Score: -21027278.000000 Penalty: 5929.555176
	Iteration 82Q: 3 clusters Score -2.102728e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 153623 members 
Entering Unmasked Estep 
Score: -21027296.000000 Penalty: 5929.555176
	Iteration 83Q: 3 clusters Score -2.10273e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 153672 members 
Entering Unmasked Estep 
Score: -21027282.000000 Penalty: 5929.555176
	Iteration 84Q: 3 clusters Score -2.102728e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 153714 members 
Entering Unmasked Estep 
Score: -21027286.000000 Penalty: 5929.555176
	Iteration 85Q: 3 clusters Score -2.102729e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 153741 members 
Entering Unmasked Estep 
Score: -21027336.000000 Penalty: 5929.555176
	Iteration 86Q: 3 clusters Score -2.102734e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 153766 members 
Entering Unmasked Estep 
Score: -21027338.000000 Penalty: 5929.555176
	Iteration 87Q: 3 clusters Score -2.102734e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 153796 members 
Entering Unmasked Estep 
Score: -21027338.000000 Penalty: 5929.555176
	Iteration 88Q: 3 clusters Score -2.102734e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 153830 members 
Entering Unmasked Estep 
Score: -21027332.000000 Penalty: 5929.555176
	Iteration 89Q: 3 clusters Score -2.102733e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 153860 members 
Entering Unmasked Estep 
Score: -21027368.000000 Penalty: 5929.555176
	Iteration 90Q: 3 clusters Score -2.102737e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 153893 members 
Entering Unmasked Estep 
Score: -21027366.000000 Penalty: 5929.555176
	Iteration 91Q: 3 clusters Score -2.102737e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 153912 members 
Entering Unmasked Estep 
Score: -21027372.000000 Penalty: 5929.555176
	Iteration 92Q: 3 clusters Score -2.102737e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 153937 members 
Entering Unmasked Estep 
Score: -21027396.000000 Penalty: 5929.555176
	Iteration 93Q: 3 clusters Score -2.10274e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 153960 members 
Entering Unmasked Estep 
Score: -21027394.000000 Penalty: 5929.555176
	Iteration 94Q: 3 clusters Score -2.102739e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 153985 members 
Entering Unmasked Estep 
Score: -21027418.000000 Penalty: 5929.555176
	Iteration 95Q: 3 clusters Score -2.102742e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 154004 members 
Entering Unmasked Estep 
Score: -21027420.000000 Penalty: 5929.555176
	Iteration 96Q: 3 clusters Score -2.102742e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 154020 members 
Entering Unmasked Estep 
Score: -21027424.000000 Penalty: 5929.555176
	Iteration 97Q: 3 clusters Score -2.102742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 154034 members 
Entering Unmasked Estep 
Score: -21027434.000000 Penalty: 5929.555176
	Iteration 98Q: 3 clusters Score -2.102743e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 154051 members 
Entering Unmasked Estep 
Score: -21027426.000000 Penalty: 5929.555176
	Iteration 99Q: 3 clusters Score -2.102743e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 154065 members 
Entering Unmasked Estep 
Score: -21027436.000000 Penalty: 5929.555176
	Iteration 100F: 3 clusters Score -2.102744e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 154080 members 
Entering Unmasked Estep 
Score: -21027438.000000 Penalty: 5929.555176
	Iteration 101Q: 3 clusters Score -2.102744e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 154097 members 
Entering Unmasked Estep 
Score: -21027434.000000 Penalty: 5929.555176
	Iteration 102Q: 3 clusters Score -2.102743e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 154120 members 
Entering Unmasked Estep 
Score: -21027426.000000 Penalty: 5929.555176
	Iteration 103Q: 3 clusters Score -2.102743e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 154140 members 
Entering Unmasked Estep 
Score: -21027430.000000 Penalty: 5929.555176
	Iteration 104Q: 3 clusters Score -2.102743e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 154167 members 
Entering Unmasked Estep 
Score: -21027420.000000 Penalty: 5929.555176
	Iteration 105Q: 3 clusters Score -2.102742e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 154196 members 
Entering Unmasked Estep 
Score: -21027450.000000 Penalty: 5929.555176
	Iteration 106Q: 3 clusters Score -2.102745e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 154221 members 
Entering Unmasked Estep 
Score: -21027456.000000 Penalty: 5929.555176
	Iteration 107Q: 3 clusters Score -2.102746e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 154246 members 
Entering Unmasked Estep 
Score: -21027448.000000 Penalty: 5929.555176
	Iteration 108Q: 3 clusters Score -2.102745e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 154268 members 
Entering Unmasked Estep 
Score: -21027438.000000 Penalty: 5929.555176
	Iteration 109Q: 3 clusters Score -2.102744e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 154283 members 
Entering Unmasked Estep 
Score: -21027442.000000 Penalty: 5929.555176
	Iteration 110Q: 3 clusters Score -2.102744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 154289 members 
Entering Unmasked Estep 
Score: -21027438.000000 Penalty: 5929.555176
	Iteration 111Q: 3 clusters Score -2.102744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 154294 members 
Entering Unmasked Estep 
Score: -21027454.000000 Penalty: 5929.555176
	Iteration 112Q: 3 clusters Score -2.102745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 154297 members 
Entering Unmasked Estep 
Score: -21027458.000000 Penalty: 5929.555176
	Iteration 113Q: 3 clusters Score -2.102746e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 154305 members 
Entering Unmasked Estep 
Score: -21027464.000000 Penalty: 5929.555176
	Iteration 114Q: 3 clusters Score -2.102746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 154313 members 
Entering Unmasked Estep 
Score: -21027476.000000 Penalty: 5929.555176
	Iteration 115Q: 3 clusters Score -2.102748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 154316 members 
Entering Unmasked Estep 
Score: -21027480.000000 Penalty: 5929.555176
	Iteration 116Q: 3 clusters Score -2.102748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 154320 members 
Entering Unmasked Estep 
Score: -21027494.000000 Penalty: 5929.555176
	Iteration 117Q: 3 clusters Score -2.102749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 154324 members 
Entering Unmasked Estep 
Score: -21027494.000000 Penalty: 5929.555176
	Iteration 118Q: 3 clusters Score -2.102749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 154325 members 
Entering Unmasked Estep 
Score: -21027488.000000 Penalty: 5929.555176
	Iteration 119Q: 3 clusters Score -2.102749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 154328 members 
Entering Unmasked Estep 
Score: -21027476.000000 Penalty: 5929.555176
	Iteration 120F: 3 clusters Score -2.102748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 154332 members 
Entering Unmasked Estep 
Score: -21027470.000000 Penalty: 5929.555176
	Iteration 121Q: 3 clusters Score -2.102747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 154336 members 
Entering Unmasked Estep 
Score: -21027486.000000 Penalty: 5929.555176
	Iteration 122Q: 3 clusters Score -2.102749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 154343 members 
Entering Unmasked Estep 
Score: -21027478.000000 Penalty: 5929.555176
	Iteration 123Q: 3 clusters Score -2.102748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 154346 members 
Entering Unmasked Estep 
Score: -21027474.000000 Penalty: 5929.555176
	Iteration 124Q: 3 clusters Score -2.102747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 154348 members 
Entering Unmasked Estep 
Score: -21027496.000000 Penalty: 5929.555176
	Iteration 125Q: 3 clusters Score -2.10275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 154346 members 
Entering Unmasked Estep 
Score: -21027484.000000 Penalty: 5929.555176
	Iteration 126Q: 3 clusters Score -2.102748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 154346 members 
Entering Unmasked Estep 
Score: -21027484.000000 Penalty: 5929.555176
	Iteration 127F: 3 clusters Score -2.102748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Entering Unmasked Estep 
Score: -377027.093750 Penalty: 1953.312256
	Iteration 0F: 2 clusters Score -377027.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -373950.875000 Penalty: 3906.624512
	Iteration 0F: 3 clusters Score -373950.9 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -374530.968750 Penalty: 3906.624512
	Iteration 1F: 3 clusters Score -374531 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -374672.875000 Penalty: 3906.624512
	Iteration 2F: 3 clusters Score -374672.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -374747.593750 Penalty: 3906.624512
	Iteration 3Q: 3 clusters Score -374747.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -374792.031250 Penalty: 3906.624512
	Iteration 4Q: 3 clusters Score -374792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -374818.906250 Penalty: 3906.624512
	Iteration 5Q: 3 clusters Score -374818.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -374846.312500 Penalty: 3906.624512
	Iteration 6Q: 3 clusters Score -374846.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -374876.937500 Penalty: 3906.624512
	Iteration 7Q: 3 clusters Score -374876.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -374896.812500 Penalty: 3906.624512
	Iteration 8Q: 3 clusters Score -374896.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -374907.781250 Penalty: 3906.624512
	Iteration 9Q: 3 clusters Score -374907.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -374916.625000 Penalty: 3906.624512
	Iteration 10Q: 3 clusters Score -374916.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -374925.156250 Penalty: 3906.624512
	Iteration 11Q: 3 clusters Score -374925.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -374930.562500 Penalty: 3906.624512
	Iteration 12Q: 3 clusters Score -374930.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -374932.625000 Penalty: 3906.624512
	Iteration 13Q: 3 clusters Score -374932.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -374934.343750 Penalty: 3906.624512
	Iteration 14Q: 3 clusters Score -374934.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -374935.031250 Penalty: 3906.624512
	Iteration 15Q: 3 clusters Score -374935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -374936.781250 Penalty: 3906.624512
	Iteration 16Q: 3 clusters Score -374936.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -374937.687500 Penalty: 3906.624512
	Iteration 17Q: 3 clusters Score -374937.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -374937.593750 Penalty: 3906.624512
	Iteration 18Q: 3 clusters Score -374937.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -374938.531250 Penalty: 3906.624512
	Iteration 19Q: 3 clusters Score -374938.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -374939.500000 Penalty: 3906.624512
	Iteration 20F: 3 clusters Score -374939.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -374941.000000 Penalty: 3906.624512
	Iteration 21Q: 3 clusters Score -374941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -374940.750000 Penalty: 3906.624512
	Iteration 22Q: 3 clusters Score -374940.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -374940.750000 Penalty: 3906.624512
	Iteration 23F: 3 clusters Score -374940.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -16018.585938 Penalty: 1252.364380
	Iteration 0F: 2 clusters Score -16018.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15045.712891 Penalty: 2504.728760
	Iteration 0F: 3 clusters Score -15045.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15114.223633 Penalty: 2504.728760
	Iteration 1F: 3 clusters Score -15114.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15119.618164 Penalty: 2504.728760
	Iteration 2Q: 3 clusters Score -15119.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15129.091797 Penalty: 2504.728760
	Iteration 3Q: 3 clusters Score -15129.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15129.091797 Penalty: 2504.728760
	Iteration 4F: 3 clusters Score -15129.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -58088.234375 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -58088.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56593.972656 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -56593.97 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56760.464844 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -56760.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -56843.554688 Penalty: 3060.126709
	Iteration 2Q: 3 clusters Score -56843.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57002.480469 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -57002.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -57237.136719 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -57237.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -57307.683594 Penalty: 3060.126709
	Iteration 5F: 3 clusters Score -57307.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -57384.222656 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -57384.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -57443.832031 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -57443.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -57479.171875 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -57479.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -57516.976562 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -57516.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -57530.382812 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -57530.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -57534.945312 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -57534.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -57534.945312 Penalty: 3060.126709
	Iteration 12F: 3 clusters Score -57534.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -18882.685547 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -18882.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17866.978516 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -17866.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17943.044922 Penalty: 2586.608154
	Iteration 1F: 3 clusters Score -17943.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -17958.503906 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -17958.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -17958.503906 Penalty: 2586.608154
	Iteration 3F: 3 clusters Score -17958.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Entering Unmasked Estep 
Score: -868368.000000 Penalty: 2179.911133
	Iteration 0F: 2 clusters Score -868368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -862783.375000 Penalty: 4359.822266
	Iteration 0F: 3 clusters Score -862783.4 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -864301.937500 Penalty: 4359.822266
	Iteration 1F: 3 clusters Score -864301.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -864670.562500 Penalty: 4359.822266
	Iteration 2F: 3 clusters Score -864670.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -864997.125000 Penalty: 4359.822266
	Iteration 3F: 3 clusters Score -864997.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -865342.812500 Penalty: 4359.822266
	Iteration 4F: 3 clusters Score -865342.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -865676.000000 Penalty: 4359.822266
	Iteration 5F: 3 clusters Score -865676 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -865976.000000 Penalty: 4359.822266
	Iteration 6F: 3 clusters Score -865976 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -866208.812500 Penalty: 4359.822266
	Iteration 7Q: 3 clusters Score -866208.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -866399.437500 Penalty: 4359.822266
	Iteration 8Q: 3 clusters Score -866399.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -866558.687500 Penalty: 4359.822266
	Iteration 9Q: 3 clusters Score -866558.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -866699.750000 Penalty: 4359.822266
	Iteration 10Q: 3 clusters Score -866699.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -866794.312500 Penalty: 4359.822266
	Iteration 11Q: 3 clusters Score -866794.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -866851.375000 Penalty: 4359.822266
	Iteration 12Q: 3 clusters Score -866851.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -866906.937500 Penalty: 4359.822266
	Iteration 13Q: 3 clusters Score -866906.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -866940.437500 Penalty: 4359.822266
	Iteration 14Q: 3 clusters Score -866940.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -866962.937500 Penalty: 4359.822266
	Iteration 15Q: 3 clusters Score -866962.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -866979.875000 Penalty: 4359.822266
	Iteration 16Q: 3 clusters Score -866979.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -866991.375000 Penalty: 4359.822266
	Iteration 17Q: 3 clusters Score -866991.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -866996.437500 Penalty: 4359.822266
	Iteration 18Q: 3 clusters Score -866996.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -867000.750000 Penalty: 4359.822266
	Iteration 19Q: 3 clusters Score -867000.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -867000.687500 Penalty: 4359.822266
	Iteration 20F: 3 clusters Score -867000.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -867000.562500 Penalty: 4359.822266
	Iteration 21Q: 3 clusters Score -867000.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -867004.062500 Penalty: 4359.822266
	Iteration 22Q: 3 clusters Score -867004.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -867006.312500 Penalty: 4359.822266
	Iteration 23Q: 3 clusters Score -867006.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -867006.937500 Penalty: 4359.822266
	Iteration 24Q: 3 clusters Score -867006.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -867006.937500 Penalty: 4359.822266
	Iteration 25F: 3 clusters Score -867006.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 167201 members 
Mstep: Class 5 contains 149875 members 
Mstep: Class 6 contains 150226 members 
Mstep: Class 7 contains 157593 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8327 members 
Mstep: Class 10 contains 13442 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26962 members 
Mstep: Class 13 contains 68547 members 
Mstep: Class 14 contains 165954 members 
Mstep: Class 15 contains 47394 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93718 members 
Mstep: Class 18 contains 150820 members 
Mstep: Class 19 contains 155554 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465104.000000 Penalty: 84149.148438
Iteration 359Q: 25 clusters Score -1.804651e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 167200 members 
Mstep: Class 5 contains 149885 members 
Mstep: Class 6 contains 150232 members 
Mstep: Class 7 contains 157590 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8329 members 
Mstep: Class 10 contains 13441 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26962 members 
Mstep: Class 13 contains 68550 members 
Mstep: Class 14 contains 165943 members 
Mstep: Class 15 contains 47398 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93720 members 
Mstep: Class 18 contains 150817 members 
Mstep: Class 19 contains 155545 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465008.000000 Penalty: 84149.148438
Iteration 360F: 25 clusters Score -1.80465e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 167205 members 
Mstep: Class 5 contains 149888 members 
Mstep: Class 6 contains 150233 members 
Mstep: Class 7 contains 157583 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8329 members 
Mstep: Class 10 contains 13439 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26962 members 
Mstep: Class 13 contains 68551 members 
Mstep: Class 14 contains 165947 members 
Mstep: Class 15 contains 47397 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93725 members 
Mstep: Class 18 contains 150814 members 
Mstep: Class 19 contains 155536 members 
Mstep: Class 20 contains 2635 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465120.000000 Penalty: 84149.148438
Iteration 361Q: 25 clusters Score -1.804651e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 167207 members 
Mstep: Class 5 contains 149894 members 
Mstep: Class 6 contains 150229 members 
Mstep: Class 7 contains 157584 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8330 members 
Mstep: Class 10 contains 13439 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26962 members 
Mstep: Class 13 contains 68551 members 
Mstep: Class 14 contains 165940 members 
Mstep: Class 15 contains 47397 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93724 members 
Mstep: Class 18 contains 150812 members 
Mstep: Class 19 contains 155533 members 
Mstep: Class 20 contains 2640 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465168.000000 Penalty: 84149.148438
Iteration 362Q: 25 clusters Score -1.804652e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 167212 members 
Mstep: Class 5 contains 149898 members 
Mstep: Class 6 contains 150221 members 
Mstep: Class 7 contains 157591 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8333 members 
Mstep: Class 10 contains 13436 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26960 members 
Mstep: Class 13 contains 68552 members 
Mstep: Class 14 contains 165926 members 
Mstep: Class 15 contains 47394 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93719 members 
Mstep: Class 18 contains 150816 members 
Mstep: Class 19 contains 155541 members 
Mstep: Class 20 contains 2641 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464896.000000 Penalty: 84149.148438
Iteration 363Q: 25 clusters Score -1.804649e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 167215 members 
Mstep: Class 5 contains 149914 members 
Mstep: Class 6 contains 150209 members 
Mstep: Class 7 contains 157590 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8334 members 
Mstep: Class 10 contains 13434 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26959 members 
Mstep: Class 13 contains 68555 members 
Mstep: Class 14 contains 165929 members 
Mstep: Class 15 contains 47393 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93717 members 
Mstep: Class 18 contains 150811 members 
Mstep: Class 19 contains 155535 members 
Mstep: Class 20 contains 2643 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464768.000000 Penalty: 84149.148438
Iteration 364Q: 25 clusters Score -1.804648e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1441 members 
Mstep: Class 4 contains 167208 members 
Mstep: Class 5 contains 149926 members 
Mstep: Class 6 contains 150214 members 
Mstep: Class 7 contains 157590 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8334 members 
Mstep: Class 10 contains 13433 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26960 members 
Mstep: Class 13 contains 68560 members 
Mstep: Class 14 contains 165916 members 
Mstep: Class 15 contains 47391 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93716 members 
Mstep: Class 18 contains 150806 members 
Mstep: Class 19 contains 155540 members 
Mstep: Class 20 contains 2643 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464592.000000 Penalty: 84149.148438
Iteration 365Q: 25 clusters Score -1.804646e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 167198 members 
Mstep: Class 5 contains 149933 members 
Mstep: Class 6 contains 150214 members 
Mstep: Class 7 contains 157598 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8334 members 
Mstep: Class 10 contains 13432 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26957 members 
Mstep: Class 13 contains 68555 members 
Mstep: Class 14 contains 165909 members 
Mstep: Class 15 contains 47392 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93716 members 
Mstep: Class 18 contains 150800 members 
Mstep: Class 19 contains 155555 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464784.000000 Penalty: 84149.148438
Iteration 366Q: 25 clusters Score -1.804648e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 167192 members 
Mstep: Class 5 contains 149919 members 
Mstep: Class 6 contains 150210 members 
Mstep: Class 7 contains 157612 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8333 members 
Mstep: Class 10 contains 13432 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26956 members 
Mstep: Class 13 contains 68559 members 
Mstep: Class 14 contains 165910 members 
Mstep: Class 15 contains 47394 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93720 members 
Mstep: Class 18 contains 150795 members 
Mstep: Class 19 contains 155557 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464864.000000 Penalty: 84149.148438
Iteration 367Q: 25 clusters Score -1.804649e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1445 members 
Mstep: Class 4 contains 167187 members 
Mstep: Class 5 contains 149911 members 
Mstep: Class 6 contains 150211 members 
Mstep: Class 7 contains 157619 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8334 members 
Mstep: Class 10 contains 13430 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26957 members 
Mstep: Class 13 contains 68563 members 
Mstep: Class 14 contains 165903 members 
Mstep: Class 15 contains 47395 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93718 members 
Mstep: Class 18 contains 150795 members 
Mstep: Class 19 contains 155561 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464800.000000 Penalty: 84149.148438
Iteration 368Q: 25 clusters Score -1.804648e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1445 members 
Mstep: Class 4 contains 167186 members 
Mstep: Class 5 contains 149908 members 
Mstep: Class 6 contains 150209 members 
Mstep: Class 7 contains 157619 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8334 members 
Mstep: Class 10 contains 13429 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26958 members 
Mstep: Class 13 contains 68561 members 
Mstep: Class 14 contains 165910 members 
Mstep: Class 15 contains 47393 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93715 members 
Mstep: Class 18 contains 150798 members 
Mstep: Class 19 contains 155560 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464880.000000 Penalty: 84149.148438
Iteration 369Q: 25 clusters Score -1.804649e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1445 members 
Mstep: Class 4 contains 167186 members 
Mstep: Class 5 contains 149906 members 
Mstep: Class 6 contains 150209 members 
Mstep: Class 7 contains 157616 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8333 members 
Mstep: Class 10 contains 13425 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26956 members 
Mstep: Class 13 contains 68563 members 
Mstep: Class 14 contains 165913 members 
Mstep: Class 15 contains 47391 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93712 members 
Mstep: Class 18 contains 150800 members 
Mstep: Class 19 contains 155566 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464960.000000 Penalty: 84149.148438
Iteration 370Q: 25 clusters Score -1.80465e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1445 members 
Mstep: Class 4 contains 167187 members 
Mstep: Class 5 contains 149910 members 
Mstep: Class 6 contains 150202 members 
Mstep: Class 7 contains 157623 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8333 members 
Mstep: Class 10 contains 13420 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26957 members 
Mstep: Class 13 contains 68564 members 
Mstep: Class 14 contains 165915 members 
Mstep: Class 15 contains 47391 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93707 members 
Mstep: Class 18 contains 150800 members 
Mstep: Class 19 contains 155564 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464784.000000 Penalty: 84149.148438
Iteration 371Q: 25 clusters Score -1.804648e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1445 members 
Mstep: Class 4 contains 167186 members 
Mstep: Class 5 contains 149927 members 
Mstep: Class 6 contains 150200 members 
Mstep: Class 7 contains 157630 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8333 members 
Mstep: Class 10 contains 13410 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26957 members 
Mstep: Class 13 contains 68565 members 
Mstep: Class 14 contains 165917 members 
Mstep: Class 15 contains 47388 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93706 members 
Mstep: Class 18 contains 150788 members 
Mstep: Class 19 contains 155563 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464784.000000 Penalty: 84149.148438
Iteration 372Q: 25 clusters Score -1.804648e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1445 members 
Mstep: Class 4 contains 167180 members 
Mstep: Class 5 contains 149935 members 
Mstep: Class 6 contains 150201 members 
Mstep: Class 7 contains 157629 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8333 members 
Mstep: Class 10 contains 13401 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26959 members 
Mstep: Class 13 contains 68567 members 
Mstep: Class 14 contains 165926 members 
Mstep: Class 15 contains 47387 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93707 members 
Mstep: Class 18 contains 150777 members 
Mstep: Class 19 contains 155564 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464704.000000 Penalty: 84149.148438
Iteration 373Q: 25 clusters Score -1.804647e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1445 members 
Mstep: Class 4 contains 167180 members 
Mstep: Class 5 contains 149943 members 
Mstep: Class 6 contains 150190 members 
Mstep: Class 7 contains 157634 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8333 members 
Mstep: Class 10 contains 13392 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26958 members 
Mstep: Class 13 contains 68568 members 
Mstep: Class 14 contains 165928 members 
Mstep: Class 15 contains 47389 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93708 members 
Mstep: Class 18 contains 150773 members 
Mstep: Class 19 contains 155566 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464560.000000 Penalty: 84149.148438
Iteration 374Q: 25 clusters Score -1.804646e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 167171 members 
Mstep: Class 5 contains 149953 members 
Mstep: Class 6 contains 150185 members 
Mstep: Class 7 contains 157642 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8333 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26960 members 
Mstep: Class 13 contains 68571 members 
Mstep: Class 14 contains 165938 members 
Mstep: Class 15 contains 47391 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93709 members 
Mstep: Class 18 contains 150768 members 
Mstep: Class 19 contains 155556 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464432.000000 Penalty: 84149.148438
Iteration 375Q: 25 clusters Score -1.804644e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 167158 members 
Mstep: Class 5 contains 149957 members 
Mstep: Class 6 contains 150178 members 
Mstep: Class 7 contains 157649 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8334 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26960 members 
Mstep: Class 13 contains 68574 members 
Mstep: Class 14 contains 165952 members 
Mstep: Class 15 contains 47394 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93709 members 
Mstep: Class 18 contains 150762 members 
Mstep: Class 19 contains 155547 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464400.000000 Penalty: 84149.148438
Iteration 376Q: 25 clusters Score -1.804644e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 167145 members 
Mstep: Class 5 contains 149972 members 
Mstep: Class 6 contains 150173 members 
Mstep: Class 7 contains 157651 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8334 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26961 members 
Mstep: Class 13 contains 68578 members 
Mstep: Class 14 contains 165950 members 
Mstep: Class 15 contains 47394 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93709 members 
Mstep: Class 18 contains 150766 members 
Mstep: Class 19 contains 155534 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464272.000000 Penalty: 84149.148438
Iteration 377Q: 25 clusters Score -1.804643e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 167140 members 
Mstep: Class 5 contains 149969 members 
Mstep: Class 6 contains 150170 members 
Mstep: Class 7 contains 157643 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8334 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68577 members 
Mstep: Class 14 contains 165963 members 
Mstep: Class 15 contains 47393 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93708 members 
Mstep: Class 18 contains 150771 members 
Mstep: Class 19 contains 155524 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464368.000000 Penalty: 84149.148438
Iteration 378Q: 25 clusters Score -1.804644e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 167138 members 
Mstep: Class 5 contains 149965 members 
Mstep: Class 6 contains 150166 members 
Mstep: Class 7 contains 157653 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8335 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68577 members 
Mstep: Class 14 contains 165967 members 
Mstep: Class 15 contains 47393 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93707 members 
Mstep: Class 18 contains 150771 members 
Mstep: Class 19 contains 155509 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464288.000000 Penalty: 84149.148438
Iteration 379Q: 25 clusters Score -1.804643e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 167143 members 
Mstep: Class 5 contains 149964 members 
Mstep: Class 6 contains 150161 members 
Mstep: Class 7 contains 157644 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8336 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26960 members 
Mstep: Class 13 contains 68579 members 
Mstep: Class 14 contains 165972 members 
Mstep: Class 15 contains 47393 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93711 members 
Mstep: Class 18 contains 150768 members 
Mstep: Class 19 contains 155498 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464336.000000 Penalty: 84149.148438
Iteration 380F: 25 clusters Score -1.804643e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 167143 members 
Mstep: Class 5 contains 149966 members 
Mstep: Class 6 contains 150153 members 
Mstep: Class 7 contains 157629 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8335 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26962 members 
Mstep: Class 13 contains 68582 members 
Mstep: Class 14 contains 165977 members 
Mstep: Class 15 contains 47393 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93710 members 
Mstep: Class 18 contains 150767 members 
Mstep: Class 19 contains 155498 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464368.000000 Penalty: 84149.148438
Iteration 381Q: 25 clusters Score -1.804644e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 167143 members 
Mstep: Class 5 contains 149966 members 
Mstep: Class 6 contains 150148 members 
Mstep: Class 7 contains 157615 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8335 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26962 members 
Mstep: Class 13 contains 68581 members 
Mstep: Class 14 contains 165975 members 
Mstep: Class 15 contains 47398 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93710 members 
Mstep: Class 18 contains 150768 members 
Mstep: Class 19 contains 155497 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464368.000000 Penalty: 84149.148438
Iteration 382Q: 25 clusters Score -1.804644e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 167140 members 
Mstep: Class 5 contains 149968 members 
Mstep: Class 6 contains 150141 members 
Mstep: Class 7 contains 157609 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8336 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26962 members 
Mstep: Class 13 contains 68579 members 
Mstep: Class 14 contains 165976 members 
Mstep: Class 15 contains 47401 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93709 members 
Mstep: Class 18 contains 150768 members 
Mstep: Class 19 contains 155493 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464320.000000 Penalty: 84149.148438
Iteration 383Q: 25 clusters Score -1.804643e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 167139 members 
Mstep: Class 5 contains 149969 members 
Mstep: Class 6 contains 150134 members 
Mstep: Class 7 contains 157602 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68579 members 
Mstep: Class 14 contains 165977 members 
Mstep: Class 15 contains 47404 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93708 members 
Mstep: Class 18 contains 150762 members 
Mstep: Class 19 contains 155494 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464496.000000 Penalty: 84149.148438
Iteration 384Q: 25 clusters Score -1.804645e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 167140 members 
Mstep: Class 5 contains 149971 members 
Mstep: Class 6 contains 150128 members 
Mstep: Class 7 contains 157596 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26961 members 
Mstep: Class 13 contains 68581 members 
Mstep: Class 14 contains 165983 members 
Mstep: Class 15 contains 47408 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93707 members 
Mstep: Class 18 contains 150755 members 
Mstep: Class 19 contains 155489 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464512.000000 Penalty: 84149.148438
Iteration 385Q: 25 clusters Score -1.804645e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 167142 members 
Mstep: Class 5 contains 149968 members 
Mstep: Class 6 contains 150127 members 
Mstep: Class 7 contains 157580 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26961 members 
Mstep: Class 13 contains 68583 members 
Mstep: Class 14 contains 165989 members 
Mstep: Class 15 contains 47412 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93707 members 
Mstep: Class 18 contains 150749 members 
Mstep: Class 19 contains 155489 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464400.000000 Penalty: 84149.148438
Iteration 386Q: 25 clusters Score -1.804644e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 167140 members 
Mstep: Class 5 contains 149965 members 
Mstep: Class 6 contains 150127 members 
Mstep: Class 7 contains 157573 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26961 members 
Mstep: Class 13 contains 68582 members 
Mstep: Class 14 contains 165989 members 
Mstep: Class 15 contains 47414 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93708 members 
Mstep: Class 18 contains 150747 members 
Mstep: Class 19 contains 155493 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464400.000000 Penalty: 84149.148438
Iteration 387Q: 25 clusters Score -1.804644e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 167138 members 
Mstep: Class 5 contains 149967 members 
Mstep: Class 6 contains 150127 members 
Mstep: Class 7 contains 157574 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13380 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26961 members 
Mstep: Class 13 contains 68582 members 
Mstep: Class 14 contains 165992 members 
Mstep: Class 15 contains 47419 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93710 members 
Mstep: Class 18 contains 150739 members 
Mstep: Class 19 contains 155490 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464432.000000 Penalty: 84149.148438
Iteration 388Q: 25 clusters Score -1.804644e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 167142 members 
Mstep: Class 5 contains 149965 members 
Mstep: Class 6 contains 150122 members 
Mstep: Class 7 contains 157571 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13378 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26960 members 
Mstep: Class 13 contains 68583 members 
Mstep: Class 14 contains 165990 members 
Mstep: Class 15 contains 47422 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93710 members 
Mstep: Class 18 contains 150736 members 
Mstep: Class 19 contains 155495 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464464.000000 Penalty: 84149.148438
Iteration 389Q: 25 clusters Score -1.804645e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167146 members 
Mstep: Class 5 contains 149958 members 
Mstep: Class 6 contains 150120 members 
Mstep: Class 7 contains 157572 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13379 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26958 members 
Mstep: Class 13 contains 68587 members 
Mstep: Class 14 contains 165990 members 
Mstep: Class 15 contains 47423 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93709 members 
Mstep: Class 18 contains 150734 members 
Mstep: Class 19 contains 155494 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464368.000000 Penalty: 84149.148438
Iteration 390Q: 25 clusters Score -1.804644e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167147 members 
Mstep: Class 5 contains 149949 members 
Mstep: Class 6 contains 150119 members 
Mstep: Class 7 contains 157572 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13381 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26956 members 
Mstep: Class 13 contains 68592 members 
Mstep: Class 14 contains 165985 members 
Mstep: Class 15 contains 47429 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93707 members 
Mstep: Class 18 contains 150734 members 
Mstep: Class 19 contains 155493 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464320.000000 Penalty: 84149.148438
Iteration 391Q: 25 clusters Score -1.804643e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167150 members 
Mstep: Class 5 contains 149940 members 
Mstep: Class 6 contains 150114 members 
Mstep: Class 7 contains 157577 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13383 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26956 members 
Mstep: Class 13 contains 68594 members 
Mstep: Class 14 contains 165977 members 
Mstep: Class 15 contains 47434 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93707 members 
Mstep: Class 18 contains 150735 members 
Mstep: Class 19 contains 155493 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464400.000000 Penalty: 84149.148438
Iteration 392Q: 25 clusters Score -1.804644e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167151 members 
Mstep: Class 5 contains 149937 members 
Mstep: Class 6 contains 150108 members 
Mstep: Class 7 contains 157580 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13383 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26956 members 
Mstep: Class 13 contains 68593 members 
Mstep: Class 14 contains 165979 members 
Mstep: Class 15 contains 47437 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93702 members 
Mstep: Class 18 contains 150736 members 
Mstep: Class 19 contains 155495 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464496.000000 Penalty: 84149.148438
Iteration 393Q: 25 clusters Score -1.804645e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167150 members 
Mstep: Class 5 contains 149944 members 
Mstep: Class 6 contains 150102 members 
Mstep: Class 7 contains 157580 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13382 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26956 members 
Mstep: Class 13 contains 68592 members 
Mstep: Class 14 contains 165975 members 
Mstep: Class 15 contains 47440 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93700 members 
Mstep: Class 18 contains 150735 members 
Mstep: Class 19 contains 155497 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464464.000000 Penalty: 84149.148438
Iteration 394Q: 25 clusters Score -1.804645e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167143 members 
Mstep: Class 5 contains 149944 members 
Mstep: Class 6 contains 150092 members 
Mstep: Class 7 contains 157579 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13382 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26956 members 
Mstep: Class 13 contains 68595 members 
Mstep: Class 14 contains 165981 members 
Mstep: Class 15 contains 47439 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93701 members 
Mstep: Class 18 contains 150732 members 
Mstep: Class 19 contains 155503 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464480.000000 Penalty: 84149.148438
Iteration 395Q: 25 clusters Score -1.804645e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167140 members 
Mstep: Class 5 contains 149945 members 
Mstep: Class 6 contains 150084 members 
Mstep: Class 7 contains 157576 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13382 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26956 members 
Mstep: Class 13 contains 68594 members 
Mstep: Class 14 contains 165987 members 
Mstep: Class 15 contains 47439 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93701 members 
Mstep: Class 18 contains 150729 members 
Mstep: Class 19 contains 155510 members 
Mstep: Class 20 contains 2643 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464432.000000 Penalty: 84149.148438
Iteration 396Q: 25 clusters Score -1.804644e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167141 members 
Mstep: Class 5 contains 149946 members 
Mstep: Class 6 contains 150073 members 
Mstep: Class 7 contains 157571 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8339 members 
Mstep: Class 10 contains 13382 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26957 members 
Mstep: Class 13 contains 68595 members 
Mstep: Class 14 contains 165979 members 
Mstep: Class 15 contains 47440 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93701 members 
Mstep: Class 18 contains 150728 members 
Mstep: Class 19 contains 155524 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464432.000000 Penalty: 84149.148438
Iteration 397Q: 25 clusters Score -1.804644e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167141 members 
Mstep: Class 5 contains 149944 members 
Mstep: Class 6 contains 150064 members 
Mstep: Class 7 contains 157569 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8341 members 
Mstep: Class 10 contains 13382 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26956 members 
Mstep: Class 13 contains 68595 members 
Mstep: Class 14 contains 165987 members 
Mstep: Class 15 contains 47441 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93701 members 
Mstep: Class 18 contains 150717 members 
Mstep: Class 19 contains 155538 members 
Mstep: Class 20 contains 2641 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464496.000000 Penalty: 84149.148438
Iteration 398Q: 25 clusters Score -1.804645e+08 nChanged 72
Entering ConstructFrom: 
Score: -180464496.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -88684.000000 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -88684 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 355 members 
Entering Unmasked Estep 
Score: -86964.539062 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -86964.54 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -87207.085938 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -87207.09 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -87302.257812 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -87302.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -87376.195312 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -87376.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -87434.875000 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -87434.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -87501.437500 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -87501.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -87591.554688 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -87591.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -87810.671875 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -87810.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88262.601562 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -88262.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -88590.296875 Penalty: 3261.237549
	Iteration 9F: 3 clusters Score -88590.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -88756.937500 Penalty: 3261.237549
	Iteration 10F: 3 clusters Score -88756.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -88882.953125 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -88882.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -89004.281250 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -89004.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -89046.132812 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -89046.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -89073.976562 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -89073.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -89092.796875 Penalty: 3261.237549
	Iteration 15Q: 3 clusters Score -89092.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -89109.828125 Penalty: 3261.237549
	Iteration 16Q: 3 clusters Score -89109.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -89129.117188 Penalty: 3261.237549
	Iteration 17Q: 3 clusters Score -89129.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -89132.117188 Penalty: 3261.237549
	Iteration 18Q: 3 clusters Score -89132.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -89132.117188 Penalty: 3261.237549
	Iteration 19F: 3 clusters Score -89132.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167141 members 
Mstep: Class 5 contains 149939 members 
Mstep: Class 6 contains 150068 members 
Mstep: Class 7 contains 157561 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8340 members 
Mstep: Class 10 contains 13382 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26958 members 
Mstep: Class 13 contains 68597 members 
Mstep: Class 14 contains 165985 members 
Mstep: Class 15 contains 47442 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93699 members 
Mstep: Class 18 contains 150713 members 
Mstep: Class 19 contains 155551 members 
Mstep: Class 20 contains 2640 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Mstep: Class 25 contains 201 members 
Entering Unmasked Estep 
Score: -180463152.000000 Penalty: 87655.367188
Splitting cluster 1 changes total score from -180464496.000000 to -180463152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -145748.687500 Penalty: 1760.192139
	Iteration 0F: 2 clusters Score -145748.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -143680.656250 Penalty: 3520.384277
	Iteration 0F: 3 clusters Score -143680.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -144072.906250 Penalty: 3520.384277
	Iteration 1F: 3 clusters Score -144072.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -144205.031250 Penalty: 3520.384277
	Iteration 2F: 3 clusters Score -144205 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -144343.812500 Penalty: 3520.384277
	Iteration 3F: 3 clusters Score -144343.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -144619.265625 Penalty: 3520.384277
	Iteration 4F: 3 clusters Score -144619.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -145329.765625 Penalty: 3520.384277
	Iteration 5F: 3 clusters Score -145329.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -146815.015625 Penalty: 3520.384277
	Iteration 6F: 3 clusters Score -146815 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -147322.562500 Penalty: 3520.384277
	Iteration 7F: 3 clusters Score -147322.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -147605.093750 Penalty: 3520.384277
	Iteration 8Q: 3 clusters Score -147605.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -147625.531250 Penalty: 3520.384277
	Iteration 9Q: 3 clusters Score -147625.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -147633.984375 Penalty: 3520.384277
	Iteration 10Q: 3 clusters Score -147634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -147639.781250 Penalty: 3520.384277
	Iteration 11Q: 3 clusters Score -147639.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -147641.171875 Penalty: 3520.384277
	Iteration 12Q: 3 clusters Score -147641.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -147641.171875 Penalty: 3520.384277
	Iteration 13F: 3 clusters Score -147641.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 422 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167141 members 
Mstep: Class 5 contains 149939 members 
Mstep: Class 6 contains 150068 members 
Mstep: Class 7 contains 157561 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8340 members 
Mstep: Class 10 contains 13382 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26958 members 
Mstep: Class 13 contains 68597 members 
Mstep: Class 14 contains 165985 members 
Mstep: Class 15 contains 47442 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93699 members 
Mstep: Class 18 contains 150713 members 
Mstep: Class 19 contains 155551 members 
Mstep: Class 20 contains 2640 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Mstep: Class 25 contains 787 members 
Entering Unmasked Estep 
Score: -180464240.000000 Penalty: 87655.367188
Splitting cluster 2 changes total score from -180464496.000000 to -180464240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -174127.281250 Penalty: 1804.070923
	Iteration 0F: 2 clusters Score -174127.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -171924.031250 Penalty: 3608.141846
	Iteration 0F: 3 clusters Score -171924 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -172517.109375 Penalty: 3608.141846
	Iteration 1F: 3 clusters Score -172517.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -173167.578125 Penalty: 3608.141846
	Iteration 2F: 3 clusters Score -173167.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -173674.015625 Penalty: 3608.141846
	Iteration 3F: 3 clusters Score -173674 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -173887.218750 Penalty: 3608.141846
	Iteration 4F: 3 clusters Score -173887.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -173979.031250 Penalty: 3608.141846
	Iteration 5Q: 3 clusters Score -173979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -174026.828125 Penalty: 3608.141846
	Iteration 6Q: 3 clusters Score -174026.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -174053.312500 Penalty: 3608.141846
	Iteration 7Q: 3 clusters Score -174053.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -174068.843750 Penalty: 3608.141846
	Iteration 8Q: 3 clusters Score -174068.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -174087.390625 Penalty: 3608.141846
	Iteration 9Q: 3 clusters Score -174087.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -174094.281250 Penalty: 3608.141846
	Iteration 10Q: 3 clusters Score -174094.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -174103.093750 Penalty: 3608.141846
	Iteration 11Q: 3 clusters Score -174103.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -174107.390625 Penalty: 3608.141846
	Iteration 12Q: 3 clusters Score -174107.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -174114.593750 Penalty: 3608.141846
	Iteration 13Q: 3 clusters Score -174114.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -174122.343750 Penalty: 3608.141846
	Iteration 14Q: 3 clusters Score -174122.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -174124.187500 Penalty: 3608.141846
	Iteration 15Q: 3 clusters Score -174124.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -174124.187500 Penalty: 3608.141846
	Iteration 16F: 3 clusters Score -174124.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (167141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167141 members 
Entering Unmasked Estep 
Score: -22288580.000000 Penalty: 2982.595215
	Iteration 0F: 2 clusters Score -2.228858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83416 members 
Mstep: Class 2 contains 83725 members 
Entering Unmasked Estep 
Score: -22178220.000000 Penalty: 5965.190430
	Iteration 0F: 3 clusters Score -2.217822e+07 nChanged 80222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79144 members 
Mstep: Class 2 contains 87997 members 
Entering Unmasked Estep 
Score: -22225604.000000 Penalty: 5965.190430
	Iteration 1F: 3 clusters Score -2.22256e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75910 members 
Mstep: Class 2 contains 91231 members 
Entering Unmasked Estep 
Score: -22227540.000000 Penalty: 5965.190430
	Iteration 2Q: 3 clusters Score -2.222754e+07 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70853 members 
Mstep: Class 2 contains 96288 members 
Entering Unmasked Estep 
Score: -22231048.000000 Penalty: 5965.190430
	Iteration 3Q: 3 clusters Score -2.223105e+07 nChanged 10150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63765 members 
Mstep: Class 2 contains 103376 members 
Entering Unmasked Estep 
Score: -22236946.000000 Penalty: 5965.190430
	Iteration 4F: 3 clusters Score -2.223695e+07 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 112284 members 
Entering Unmasked Estep 
Score: -22244980.000000 Penalty: 5965.190430
	Iteration 5F: 3 clusters Score -2.224498e+07 nChanged 12338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 121942 members 
Entering Unmasked Estep 
Score: -22253478.000000 Penalty: 5965.190430
	Iteration 6F: 3 clusters Score -2.225348e+07 nChanged 11505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 131605 members 
Entering Unmasked Estep 
Score: -22261376.000000 Penalty: 5965.190430
	Iteration 7F: 3 clusters Score -2.226138e+07 nChanged 9947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 140736 members 
Entering Unmasked Estep 
Score: -22268680.000000 Penalty: 5965.190430
	Iteration 8F: 3 clusters Score -2.226868e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 148757 members 
Entering Unmasked Estep 
Score: -22274714.000000 Penalty: 5965.190430
	Iteration 9Q: 3 clusters Score -2.227471e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 155234 members 
Entering Unmasked Estep 
Score: -22279326.000000 Penalty: 5965.190430
	Iteration 10Q: 3 clusters Score -2.227933e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 159871 members 
Entering Unmasked Estep 
Score: -22282368.000000 Penalty: 5965.190430
	Iteration 11Q: 3 clusters Score -2.228237e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 162888 members 
Entering Unmasked Estep 
Score: -22284046.000000 Penalty: 5965.190430
	Iteration 12Q: 3 clusters Score -2.228405e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 164628 members 
Entering Unmasked Estep 
Score: -22284954.000000 Penalty: 5965.190430
	Iteration 13Q: 3 clusters Score -2.228495e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 165591 members 
Entering Unmasked Estep 
Score: -22285418.000000 Penalty: 5965.190430
	Iteration 14Q: 3 clusters Score -2.228542e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 166070 members 
Entering Unmasked Estep 
Score: -22285698.000000 Penalty: 5965.190430
	Iteration 15Q: 3 clusters Score -2.22857e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 166301 members 
Entering Unmasked Estep 
Score: -22285814.000000 Penalty: 5965.190430
	Iteration 16Q: 3 clusters Score -2.228581e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 166426 members 
Entering Unmasked Estep 
Score: -22285908.000000 Penalty: 5965.190430
	Iteration 17Q: 3 clusters Score -2.228591e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 166504 members 
Entering Unmasked Estep 
Score: -22285960.000000 Penalty: 5965.190430
	Iteration 18Q: 3 clusters Score -2.228596e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 166554 members 
Entering Unmasked Estep 
Score: -22285988.000000 Penalty: 5965.190430
	Iteration 19Q: 3 clusters Score -2.228599e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 166591 members 
Entering Unmasked Estep 
Score: -22286018.000000 Penalty: 5965.190430
	Iteration 20F: 3 clusters Score -2.228602e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 166618 members 
Entering Unmasked Estep 
Score: -22286050.000000 Penalty: 5965.190430
	Iteration 21Q: 3 clusters Score -2.228605e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 166632 members 
Entering Unmasked Estep 
Score: -22286074.000000 Penalty: 5965.190430
	Iteration 22Q: 3 clusters Score -2.228607e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 166644 members 
Entering Unmasked Estep 
Score: -22286090.000000 Penalty: 5965.190430
	Iteration 23Q: 3 clusters Score -2.228609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 166650 members 
Entering Unmasked Estep 
Score: -22286098.000000 Penalty: 5965.190430
	Iteration 24Q: 3 clusters Score -2.22861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 166655 members 
Entering Unmasked Estep 
Score: -22286100.000000 Penalty: 5965.190430
	Iteration 25Q: 3 clusters Score -2.22861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 166658 members 
Entering Unmasked Estep 
Score: -22286114.000000 Penalty: 5965.190430
	Iteration 26Q: 3 clusters Score -2.228611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 166664 members 
Entering Unmasked Estep 
Score: -22286114.000000 Penalty: 5965.190430
	Iteration 27Q: 3 clusters Score -2.228611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 166666 members 
Entering Unmasked Estep 
Score: -22286098.000000 Penalty: 5965.190430
	Iteration 28Q: 3 clusters Score -2.22861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 166670 members 
Entering Unmasked Estep 
Score: -22286100.000000 Penalty: 5965.190430
	Iteration 29Q: 3 clusters Score -2.22861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 166674 members 
Entering Unmasked Estep 
Score: -22286110.000000 Penalty: 5965.190430
	Iteration 30Q: 3 clusters Score -2.228611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 166674 members 
Entering Unmasked Estep 
Score: -22286102.000000 Penalty: 5965.190430
	Iteration 31Q: 3 clusters Score -2.22861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 166676 members 
Entering Unmasked Estep 
Score: -22286094.000000 Penalty: 5965.190430
	Iteration 32Q: 3 clusters Score -2.228609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 166676 members 
Entering Unmasked Estep 
Score: -22286090.000000 Penalty: 5965.190430
	Iteration 33Q: 3 clusters Score -2.228609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 166676 members 
Entering Unmasked Estep 
Score: -22286090.000000 Penalty: 5965.190430
	Iteration 34F: 3 clusters Score -2.228609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (149939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149939 members 
Entering Unmasked Estep 
Score: -19933880.000000 Penalty: 2955.660156
	Iteration 0F: 2 clusters Score -1.993388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75168 members 
Mstep: Class 2 contains 74771 members 
Entering Unmasked Estep 
Score: -19833282.000000 Penalty: 5911.320312
	Iteration 0F: 3 clusters Score -1.983328e+07 nChanged 71944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75966 members 
Mstep: Class 2 contains 73973 members 
Entering Unmasked Estep 
Score: -19874736.000000 Penalty: 5911.320312
	Iteration 1F: 3 clusters Score -1.987474e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76158 members 
Mstep: Class 2 contains 73781 members 
Entering Unmasked Estep 
Score: -19875616.000000 Penalty: 5911.320312
	Iteration 2Q: 3 clusters Score -1.987562e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76408 members 
Mstep: Class 2 contains 73531 members 
Entering Unmasked Estep 
Score: -19876590.000000 Penalty: 5911.320312
	Iteration 3Q: 3 clusters Score -1.987659e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76894 members 
Mstep: Class 2 contains 73045 members 
Entering Unmasked Estep 
Score: -19877696.000000 Penalty: 5911.320312
	Iteration 4Q: 3 clusters Score -1.98777e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77732 members 
Mstep: Class 2 contains 72207 members 
Entering Unmasked Estep 
Score: -19879162.000000 Penalty: 5911.320312
	Iteration 5Q: 3 clusters Score -1.987916e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79145 members 
Mstep: Class 2 contains 70794 members 
Entering Unmasked Estep 
Score: -19880950.000000 Penalty: 5911.320312
	Iteration 6Q: 3 clusters Score -1.988095e+07 nChanged 5618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81393 members 
Mstep: Class 2 contains 68546 members 
Entering Unmasked Estep 
Score: -19883148.000000 Penalty: 5911.320312
	Iteration 7Q: 3 clusters Score -1.988315e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84864 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -19885708.000000 Penalty: 5911.320312
	Iteration 8Q: 3 clusters Score -1.988571e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89805 members 
Mstep: Class 2 contains 60134 members 
Entering Unmasked Estep 
Score: -19889276.000000 Penalty: 5911.320312
	Iteration 9Q: 3 clusters Score -1.988928e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96497 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -19894088.000000 Penalty: 5911.320312
	Iteration 10F: 3 clusters Score -1.989409e+07 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104533 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -19900152.000000 Penalty: 5911.320312
	Iteration 11F: 3 clusters Score -1.990015e+07 nChanged 8860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113235 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -19906546.000000 Penalty: 5911.320312
	Iteration 12F: 3 clusters Score -1.990655e+07 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121783 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -19912796.000000 Penalty: 5911.320312
	Iteration 13F: 3 clusters Score -1.99128e+07 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129544 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -19918288.000000 Penalty: 5911.320312
	Iteration 14F: 3 clusters Score -1.991829e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136013 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -19922938.000000 Penalty: 5911.320312
	Iteration 15Q: 3 clusters Score -1.992294e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140817 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -19926150.000000 Penalty: 5911.320312
	Iteration 16Q: 3 clusters Score -1.992615e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144021 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -19928402.000000 Penalty: 5911.320312
	Iteration 17Q: 3 clusters Score -1.99284e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145978 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -19929622.000000 Penalty: 5911.320312
	Iteration 18Q: 3 clusters Score -1.992962e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147121 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -19930362.000000 Penalty: 5911.320312
	Iteration 19Q: 3 clusters Score -1.993036e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147805 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -19930668.000000 Penalty: 5911.320312
	Iteration 20F: 3 clusters Score -1.993067e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148199 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -19930986.000000 Penalty: 5911.320312
	Iteration 21Q: 3 clusters Score -1.993099e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148446 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -19931156.000000 Penalty: 5911.320312
	Iteration 22Q: 3 clusters Score -1.993116e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148610 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -19931268.000000 Penalty: 5911.320312
	Iteration 23Q: 3 clusters Score -1.993127e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148731 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -19931298.000000 Penalty: 5911.320312
	Iteration 24Q: 3 clusters Score -1.99313e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148805 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -19931346.000000 Penalty: 5911.320312
	Iteration 25Q: 3 clusters Score -1.993135e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148861 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -19931370.000000 Penalty: 5911.320312
	Iteration 26Q: 3 clusters Score -1.993137e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148897 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -19931376.000000 Penalty: 5911.320312
	Iteration 27Q: 3 clusters Score -1.993138e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148925 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -19931388.000000 Penalty: 5911.320312
	Iteration 28Q: 3 clusters Score -1.993139e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148949 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -19931434.000000 Penalty: 5911.320312
	Iteration 29Q: 3 clusters Score -1.993143e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148967 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -19931418.000000 Penalty: 5911.320312
	Iteration 30Q: 3 clusters Score -1.993142e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148978 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -19931412.000000 Penalty: 5911.320312
	Iteration 31Q: 3 clusters Score -1.993141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148985 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -19931420.000000 Penalty: 5911.320312
	Iteration 32Q: 3 clusters Score -1.993142e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148995 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -19931432.000000 Penalty: 5911.320312
	Iteration 33Q: 3 clusters Score -1.993143e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149008 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -19931434.000000 Penalty: 5911.320312
	Iteration 34Q: 3 clusters Score -1.993143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149019 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -19931460.000000 Penalty: 5911.320312
	Iteration 35Q: 3 clusters Score -1.993146e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149028 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -19931458.000000 Penalty: 5911.320312
	Iteration 36Q: 3 clusters Score -1.993146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149035 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -19931470.000000 Penalty: 5911.320312
	Iteration 37Q: 3 clusters Score -1.993147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149039 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -19931458.000000 Penalty: 5911.320312
	Iteration 38Q: 3 clusters Score -1.993146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149041 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -19931456.000000 Penalty: 5911.320312
	Iteration 39Q: 3 clusters Score -1.993146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149044 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -19931468.000000 Penalty: 5911.320312
	Iteration 40F: 3 clusters Score -1.993147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149045 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -19931470.000000 Penalty: 5911.320312
	Iteration 41Q: 3 clusters Score -1.993147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149047 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -19931476.000000 Penalty: 5911.320312
	Iteration 42Q: 3 clusters Score -1.993148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149058 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -19931468.000000 Penalty: 5911.320312
	Iteration 43Q: 3 clusters Score -1.993147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149068 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -19931478.000000 Penalty: 5911.320312
	Iteration 44Q: 3 clusters Score -1.993148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149075 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -19931476.000000 Penalty: 5911.320312
	Iteration 45Q: 3 clusters Score -1.993148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149079 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -19931484.000000 Penalty: 5911.320312
	Iteration 46Q: 3 clusters Score -1.993148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149081 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -19931492.000000 Penalty: 5911.320312
	Iteration 47Q: 3 clusters Score -1.993149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149081 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -19931484.000000 Penalty: 5911.320312
	Iteration 48Q: 3 clusters Score -1.993148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149080 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -19931486.000000 Penalty: 5911.320312
	Iteration 49Q: 3 clusters Score -1.993149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149080 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -19931486.000000 Penalty: 5911.320312
	Iteration 50F: 3 clusters Score -1.993149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (150068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150068 members 
Entering Unmasked Estep 
Score: -20108534.000000 Penalty: 2955.873291
	Iteration 0F: 2 clusters Score -2.010853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75272 members 
Mstep: Class 2 contains 74796 members 
Entering Unmasked Estep 
Score: -20009042.000000 Penalty: 5911.746582
	Iteration 0F: 3 clusters Score -2.000904e+07 nChanged 71815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80229 members 
Mstep: Class 2 contains 69839 members 
Entering Unmasked Estep 
Score: -20050318.000000 Penalty: 5911.746582
	Iteration 1F: 3 clusters Score -2.005032e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83901 members 
Mstep: Class 2 contains 66167 members 
Entering Unmasked Estep 
Score: -20051816.000000 Penalty: 5911.746582
	Iteration 2Q: 3 clusters Score -2.005182e+07 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 60519 members 
Entering Unmasked Estep 
Score: -20054676.000000 Penalty: 5911.746582
	Iteration 3Q: 3 clusters Score -2.005468e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97949 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -20059562.000000 Penalty: 5911.746582
	Iteration 4F: 3 clusters Score -2.005956e+07 nChanged 11642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109189 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -20067676.000000 Penalty: 5911.746582
	Iteration 5F: 3 clusters Score -2.006768e+07 nChanged 13272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122185 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -20078990.000000 Penalty: 5911.746582
	Iteration 6F: 3 clusters Score -2.007899e+07 nChanged 12223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134272 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -20091062.000000 Penalty: 5911.746582
	Iteration 7F: 3 clusters Score -2.009106e+07 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142656 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -20099652.000000 Penalty: 5911.746582
	Iteration 8F: 3 clusters Score -2.009965e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146879 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -20103790.000000 Penalty: 5911.746582
	Iteration 9Q: 3 clusters Score -2.010379e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148545 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -20105334.000000 Penalty: 5911.746582
	Iteration 10Q: 3 clusters Score -2.010533e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149130 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -20105880.000000 Penalty: 5911.746582
	Iteration 11Q: 3 clusters Score -2.010588e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149316 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -20106020.000000 Penalty: 5911.746582
	Iteration 12Q: 3 clusters Score -2.010602e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149401 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -20106086.000000 Penalty: 5911.746582
	Iteration 13Q: 3 clusters Score -2.010609e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149429 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -20106138.000000 Penalty: 5911.746582
	Iteration 14Q: 3 clusters Score -2.010614e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149445 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -20106190.000000 Penalty: 5911.746582
	Iteration 15Q: 3 clusters Score -2.010619e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149466 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -20106230.000000 Penalty: 5911.746582
	Iteration 16Q: 3 clusters Score -2.010623e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149473 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -20106252.000000 Penalty: 5911.746582
	Iteration 17Q: 3 clusters Score -2.010625e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149476 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -20106292.000000 Penalty: 5911.746582
	Iteration 18Q: 3 clusters Score -2.010629e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149481 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -20106338.000000 Penalty: 5911.746582
	Iteration 19Q: 3 clusters Score -2.010634e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149481 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -20106398.000000 Penalty: 5911.746582
	Iteration 20F: 3 clusters Score -2.01064e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149468 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -20106398.000000 Penalty: 5911.746582
	Iteration 21Q: 3 clusters Score -2.01064e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149448 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -20106404.000000 Penalty: 5911.746582
	Iteration 22Q: 3 clusters Score -2.01064e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149437 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -20106426.000000 Penalty: 5911.746582
	Iteration 23Q: 3 clusters Score -2.010643e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149425 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -20106436.000000 Penalty: 5911.746582
	Iteration 24Q: 3 clusters Score -2.010644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149417 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -20106454.000000 Penalty: 5911.746582
	Iteration 25Q: 3 clusters Score -2.010645e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149410 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -20106470.000000 Penalty: 5911.746582
	Iteration 26Q: 3 clusters Score -2.010647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149405 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -20106464.000000 Penalty: 5911.746582
	Iteration 27Q: 3 clusters Score -2.010646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149402 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -20106454.000000 Penalty: 5911.746582
	Iteration 28Q: 3 clusters Score -2.010645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149399 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -20106466.000000 Penalty: 5911.746582
	Iteration 29Q: 3 clusters Score -2.010647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149402 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -20106472.000000 Penalty: 5911.746582
	Iteration 30Q: 3 clusters Score -2.010647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149400 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -20106484.000000 Penalty: 5911.746582
	Iteration 31Q: 3 clusters Score -2.010648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149398 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -20106496.000000 Penalty: 5911.746582
	Iteration 32Q: 3 clusters Score -2.01065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149395 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -20106494.000000 Penalty: 5911.746582
	Iteration 33Q: 3 clusters Score -2.010649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149393 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -20106502.000000 Penalty: 5911.746582
	Iteration 34Q: 3 clusters Score -2.01065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149391 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -20106512.000000 Penalty: 5911.746582
	Iteration 35Q: 3 clusters Score -2.010651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149390 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -20106518.000000 Penalty: 5911.746582
	Iteration 36Q: 3 clusters Score -2.010652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149386 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -20106504.000000 Penalty: 5911.746582
	Iteration 37Q: 3 clusters Score -2.01065e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149374 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -20106518.000000 Penalty: 5911.746582
	Iteration 38Q: 3 clusters Score -2.010652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149371 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -20106524.000000 Penalty: 5911.746582
	Iteration 39Q: 3 clusters Score -2.010652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149369 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -20106526.000000 Penalty: 5911.746582
	Iteration 40F: 3 clusters Score -2.010653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149369 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -20106528.000000 Penalty: 5911.746582
	Iteration 41Q: 3 clusters Score -2.010653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149367 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -20106534.000000 Penalty: 5911.746582
	Iteration 42Q: 3 clusters Score -2.010653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149366 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -20106540.000000 Penalty: 5911.746582
	Iteration 43Q: 3 clusters Score -2.010654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149365 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -20106540.000000 Penalty: 5911.746582
	Iteration 44Q: 3 clusters Score -2.010654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149363 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -20106550.000000 Penalty: 5911.746582
	Iteration 45Q: 3 clusters Score -2.010655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149361 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -20106538.000000 Penalty: 5911.746582
	Iteration 46Q: 3 clusters Score -2.010654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149359 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -20106540.000000 Penalty: 5911.746582
	Iteration 47Q: 3 clusters Score -2.010654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149358 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -20106548.000000 Penalty: 5911.746582
	Iteration 48Q: 3 clusters Score -2.010655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149356 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -20106544.000000 Penalty: 5911.746582
	Iteration 49Q: 3 clusters Score -2.010654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149351 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -20106550.000000 Penalty: 5911.746582
	Iteration 50Q: 3 clusters Score -2.010655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149349 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -20106554.000000 Penalty: 5911.746582
	Iteration 51Q: 3 clusters Score -2.010655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149349 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -20106550.000000 Penalty: 5911.746582
	Iteration 52Q: 3 clusters Score -2.010655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149350 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -20106552.000000 Penalty: 5911.746582
	Iteration 53Q: 3 clusters Score -2.010655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149349 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -20106546.000000 Penalty: 5911.746582
	Iteration 54Q: 3 clusters Score -2.010655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149341 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -20106546.000000 Penalty: 5911.746582
	Iteration 55Q: 3 clusters Score -2.010655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149335 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -20106560.000000 Penalty: 5911.746582
	Iteration 56Q: 3 clusters Score -2.010656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149326 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -20106558.000000 Penalty: 5911.746582
	Iteration 57Q: 3 clusters Score -2.010656e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149317 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -20106558.000000 Penalty: 5911.746582
	Iteration 58Q: 3 clusters Score -2.010656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149311 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -20106562.000000 Penalty: 5911.746582
	Iteration 59Q: 3 clusters Score -2.010656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149308 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -20106584.000000 Penalty: 5911.746582
	Iteration 60F: 3 clusters Score -2.010658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149304 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -20106576.000000 Penalty: 5911.746582
	Iteration 61Q: 3 clusters Score -2.010658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149302 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -20106612.000000 Penalty: 5911.746582
	Iteration 62Q: 3 clusters Score -2.010661e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149300 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -20106610.000000 Penalty: 5911.746582
	Iteration 63Q: 3 clusters Score -2.010661e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149294 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -20106622.000000 Penalty: 5911.746582
	Iteration 64Q: 3 clusters Score -2.010662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149284 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -20106634.000000 Penalty: 5911.746582
	Iteration 65Q: 3 clusters Score -2.010663e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149271 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -20106614.000000 Penalty: 5911.746582
	Iteration 66Q: 3 clusters Score -2.010661e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149265 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -20106608.000000 Penalty: 5911.746582
	Iteration 67Q: 3 clusters Score -2.010661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149259 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -20106620.000000 Penalty: 5911.746582
	Iteration 68Q: 3 clusters Score -2.010662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149251 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -20106624.000000 Penalty: 5911.746582
	Iteration 69Q: 3 clusters Score -2.010662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149243 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -20106616.000000 Penalty: 5911.746582
	Iteration 70Q: 3 clusters Score -2.010662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149239 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -20106614.000000 Penalty: 5911.746582
	Iteration 71Q: 3 clusters Score -2.010661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149234 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -20106624.000000 Penalty: 5911.746582
	Iteration 72Q: 3 clusters Score -2.010662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149235 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -20106632.000000 Penalty: 5911.746582
	Iteration 73Q: 3 clusters Score -2.010663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149231 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -20106628.000000 Penalty: 5911.746582
	Iteration 74Q: 3 clusters Score -2.010663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149228 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -20106634.000000 Penalty: 5911.746582
	Iteration 75Q: 3 clusters Score -2.010663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149224 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -20106628.000000 Penalty: 5911.746582
	Iteration 76Q: 3 clusters Score -2.010663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149217 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -20106640.000000 Penalty: 5911.746582
	Iteration 77Q: 3 clusters Score -2.010664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149211 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -20106644.000000 Penalty: 5911.746582
	Iteration 78Q: 3 clusters Score -2.010664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149210 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -20106662.000000 Penalty: 5911.746582
	Iteration 79Q: 3 clusters Score -2.010666e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149207 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -20106672.000000 Penalty: 5911.746582
	Iteration 80F: 3 clusters Score -2.010667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149205 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -20106670.000000 Penalty: 5911.746582
	Iteration 81Q: 3 clusters Score -2.010667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149206 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -20106660.000000 Penalty: 5911.746582
	Iteration 82Q: 3 clusters Score -2.010666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149204 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -20106668.000000 Penalty: 5911.746582
	Iteration 83Q: 3 clusters Score -2.010667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149203 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -20106678.000000 Penalty: 5911.746582
	Iteration 84Q: 3 clusters Score -2.010668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149199 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -20106694.000000 Penalty: 5911.746582
	Iteration 85Q: 3 clusters Score -2.010669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149195 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -20106684.000000 Penalty: 5911.746582
	Iteration 86Q: 3 clusters Score -2.010668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149190 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -20106672.000000 Penalty: 5911.746582
	Iteration 87Q: 3 clusters Score -2.010667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149192 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -20106684.000000 Penalty: 5911.746582
	Iteration 88Q: 3 clusters Score -2.010668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149192 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -20106702.000000 Penalty: 5911.746582
	Iteration 89Q: 3 clusters Score -2.01067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149186 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -20106690.000000 Penalty: 5911.746582
	Iteration 90Q: 3 clusters Score -2.010669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149181 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -20106694.000000 Penalty: 5911.746582
	Iteration 91Q: 3 clusters Score -2.010669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149178 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -20106698.000000 Penalty: 5911.746582
	Iteration 92Q: 3 clusters Score -2.01067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149180 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -20106692.000000 Penalty: 5911.746582
	Iteration 93Q: 3 clusters Score -2.010669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149182 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -20106706.000000 Penalty: 5911.746582
	Iteration 94Q: 3 clusters Score -2.010671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149182 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -20106716.000000 Penalty: 5911.746582
	Iteration 95Q: 3 clusters Score -2.010672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149179 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -20106710.000000 Penalty: 5911.746582
	Iteration 96Q: 3 clusters Score -2.010671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149178 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -20106708.000000 Penalty: 5911.746582
	Iteration 97Q: 3 clusters Score -2.010671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149177 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -20106704.000000 Penalty: 5911.746582
	Iteration 98Q: 3 clusters Score -2.01067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149177 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -20106704.000000 Penalty: 5911.746582
	Iteration 99F: 3 clusters Score -2.01067e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (157561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157561 members 
Entering Unmasked Estep 
Score: -20894682.000000 Penalty: 2967.957031
	Iteration 0F: 2 clusters Score -2.089468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78813 members 
Mstep: Class 2 contains 78748 members 
Entering Unmasked Estep 
Score: -20790548.000000 Penalty: 5935.914062
	Iteration 0F: 3 clusters Score -2.079055e+07 nChanged 75558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78663 members 
Mstep: Class 2 contains 78898 members 
Entering Unmasked Estep 
Score: -20834550.000000 Penalty: 5935.914062
	Iteration 1F: 3 clusters Score -2.083455e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78488 members 
Mstep: Class 2 contains 79073 members 
Entering Unmasked Estep 
Score: -20835536.000000 Penalty: 5935.914062
	Iteration 2Q: 3 clusters Score -2.083554e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78343 members 
Mstep: Class 2 contains 79218 members 
Entering Unmasked Estep 
Score: -20837082.000000 Penalty: 5935.914062
	Iteration 3Q: 3 clusters Score -2.083708e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78120 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -20839110.000000 Penalty: 5935.914062
	Iteration 4Q: 3 clusters Score -2.083911e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77979 members 
Mstep: Class 2 contains 79582 members 
Entering Unmasked Estep 
Score: -20841934.000000 Penalty: 5935.914062
	Iteration 5Q: 3 clusters Score -2.084193e+07 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77971 members 
Mstep: Class 2 contains 79590 members 
Entering Unmasked Estep 
Score: -20846466.000000 Penalty: 5935.914062
	Iteration 6Q: 3 clusters Score -2.084647e+07 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78403 members 
Mstep: Class 2 contains 79158 members 
Entering Unmasked Estep 
Score: -20853680.000000 Penalty: 5935.914062
	Iteration 7F: 3 clusters Score -2.085368e+07 nChanged 11058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79395 members 
Mstep: Class 2 contains 78166 members 
Entering Unmasked Estep 
Score: -20862566.000000 Penalty: 5935.914062
	Iteration 8F: 3 clusters Score -2.086257e+07 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80623 members 
Mstep: Class 2 contains 76938 members 
Entering Unmasked Estep 
Score: -20869426.000000 Penalty: 5935.914062
	Iteration 9F: 3 clusters Score -2.086943e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81744 members 
Mstep: Class 2 contains 75817 members 
Entering Unmasked Estep 
Score: -20872446.000000 Penalty: 5935.914062
	Iteration 10Q: 3 clusters Score -2.087245e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82990 members 
Mstep: Class 2 contains 74571 members 
Entering Unmasked Estep 
Score: -20873902.000000 Penalty: 5935.914062
	Iteration 11Q: 3 clusters Score -2.08739e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84499 members 
Mstep: Class 2 contains 73062 members 
Entering Unmasked Estep 
Score: -20874974.000000 Penalty: 5935.914062
	Iteration 12Q: 3 clusters Score -2.087497e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86308 members 
Mstep: Class 2 contains 71253 members 
Entering Unmasked Estep 
Score: -20876272.000000 Penalty: 5935.914062
	Iteration 13Q: 3 clusters Score -2.087627e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88548 members 
Mstep: Class 2 contains 69013 members 
Entering Unmasked Estep 
Score: -20877586.000000 Penalty: 5935.914062
	Iteration 14Q: 3 clusters Score -2.087759e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90893 members 
Mstep: Class 2 contains 66668 members 
Entering Unmasked Estep 
Score: -20879080.000000 Penalty: 5935.914062
	Iteration 15Q: 3 clusters Score -2.087908e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93259 members 
Mstep: Class 2 contains 64302 members 
Entering Unmasked Estep 
Score: -20880610.000000 Penalty: 5935.914062
	Iteration 16Q: 3 clusters Score -2.088061e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95551 members 
Mstep: Class 2 contains 62010 members 
Entering Unmasked Estep 
Score: -20881940.000000 Penalty: 5935.914062
	Iteration 17Q: 3 clusters Score -2.088194e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97657 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -20883088.000000 Penalty: 5935.914062
	Iteration 18Q: 3 clusters Score -2.088309e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99528 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
Score: -20883928.000000 Penalty: 5935.914062
	Iteration 19Q: 3 clusters Score -2.088393e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101298 members 
Mstep: Class 2 contains 56263 members 
Entering Unmasked Estep 
Score: -20884450.000000 Penalty: 5935.914062
	Iteration 20F: 3 clusters Score -2.088445e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102925 members 
Mstep: Class 2 contains 54636 members 
Entering Unmasked Estep 
Score: -20884844.000000 Penalty: 5935.914062
	Iteration 21Q: 3 clusters Score -2.088484e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104451 members 
Mstep: Class 2 contains 53110 members 
Entering Unmasked Estep 
Score: -20885294.000000 Penalty: 5935.914062
	Iteration 22Q: 3 clusters Score -2.088529e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105908 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -20885596.000000 Penalty: 5935.914062
	Iteration 23Q: 3 clusters Score -2.08856e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107234 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -20885808.000000 Penalty: 5935.914062
	Iteration 24Q: 3 clusters Score -2.088581e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108545 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -20886088.000000 Penalty: 5935.914062
	Iteration 25Q: 3 clusters Score -2.088609e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109772 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -20886368.000000 Penalty: 5935.914062
	Iteration 26Q: 3 clusters Score -2.088637e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110960 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -20886640.000000 Penalty: 5935.914062
	Iteration 27Q: 3 clusters Score -2.088664e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112168 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -20886840.000000 Penalty: 5935.914062
	Iteration 28Q: 3 clusters Score -2.088684e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113305 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -20887048.000000 Penalty: 5935.914062
	Iteration 29Q: 3 clusters Score -2.088705e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114430 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -20887316.000000 Penalty: 5935.914062
	Iteration 30Q: 3 clusters Score -2.088732e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115512 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -20887498.000000 Penalty: 5935.914062
	Iteration 31Q: 3 clusters Score -2.08875e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116601 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -20887734.000000 Penalty: 5935.914062
	Iteration 32Q: 3 clusters Score -2.088773e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117679 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -20887978.000000 Penalty: 5935.914062
	Iteration 33Q: 3 clusters Score -2.088798e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118735 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -20888086.000000 Penalty: 5935.914062
	Iteration 34Q: 3 clusters Score -2.088809e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119812 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -20888272.000000 Penalty: 5935.914062
	Iteration 35Q: 3 clusters Score -2.088827e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120869 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -20888506.000000 Penalty: 5935.914062
	Iteration 36Q: 3 clusters Score -2.088851e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121874 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -20888712.000000 Penalty: 5935.914062
	Iteration 37Q: 3 clusters Score -2.088871e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122852 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -20888926.000000 Penalty: 5935.914062
	Iteration 38Q: 3 clusters Score -2.088893e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123833 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -20889008.000000 Penalty: 5935.914062
	Iteration 39Q: 3 clusters Score -2.088901e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124742 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -20889164.000000 Penalty: 5935.914062
	Iteration 40F: 3 clusters Score -2.088916e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125645 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -20889364.000000 Penalty: 5935.914062
	Iteration 41Q: 3 clusters Score -2.088936e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126549 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -20889514.000000 Penalty: 5935.914062
	Iteration 42Q: 3 clusters Score -2.088951e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127388 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -20889600.000000 Penalty: 5935.914062
	Iteration 43Q: 3 clusters Score -2.08896e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128277 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -20889634.000000 Penalty: 5935.914062
	Iteration 44Q: 3 clusters Score -2.088963e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129106 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -20889700.000000 Penalty: 5935.914062
	Iteration 45Q: 3 clusters Score -2.08897e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129912 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -20889774.000000 Penalty: 5935.914062
	Iteration 46Q: 3 clusters Score -2.088977e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130704 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -20889918.000000 Penalty: 5935.914062
	Iteration 47Q: 3 clusters Score -2.088992e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131497 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -20889930.000000 Penalty: 5935.914062
	Iteration 48Q: 3 clusters Score -2.088993e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132265 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -20889914.000000 Penalty: 5935.914062
	Iteration 49Q: 3 clusters Score -2.088991e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133001 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -20890002.000000 Penalty: 5935.914062
	Iteration 50Q: 3 clusters Score -2.089e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133710 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -20890144.000000 Penalty: 5935.914062
	Iteration 51Q: 3 clusters Score -2.089014e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134432 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -20890256.000000 Penalty: 5935.914062
	Iteration 52Q: 3 clusters Score -2.089026e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135152 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -20890236.000000 Penalty: 5935.914062
	Iteration 53Q: 3 clusters Score -2.089024e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135822 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -20890288.000000 Penalty: 5935.914062
	Iteration 54Q: 3 clusters Score -2.089029e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136477 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -20890408.000000 Penalty: 5935.914062
	Iteration 55Q: 3 clusters Score -2.089041e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137091 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -20890564.000000 Penalty: 5935.914062
	Iteration 56Q: 3 clusters Score -2.089056e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137693 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -20890638.000000 Penalty: 5935.914062
	Iteration 57Q: 3 clusters Score -2.089064e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138318 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -20890766.000000 Penalty: 5935.914062
	Iteration 58Q: 3 clusters Score -2.089077e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138918 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -20890884.000000 Penalty: 5935.914062
	Iteration 59Q: 3 clusters Score -2.089088e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139491 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -20890980.000000 Penalty: 5935.914062
	Iteration 60F: 3 clusters Score -2.089098e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140011 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -20891014.000000 Penalty: 5935.914062
	Iteration 61Q: 3 clusters Score -2.089101e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140515 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -20890992.000000 Penalty: 5935.914062
	Iteration 62Q: 3 clusters Score -2.089099e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140983 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -20891052.000000 Penalty: 5935.914062
	Iteration 63Q: 3 clusters Score -2.089105e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141438 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -20891156.000000 Penalty: 5935.914062
	Iteration 64Q: 3 clusters Score -2.089116e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141880 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -20891200.000000 Penalty: 5935.914062
	Iteration 65Q: 3 clusters Score -2.08912e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142323 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -20891310.000000 Penalty: 5935.914062
	Iteration 66Q: 3 clusters Score -2.089131e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142766 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -20891372.000000 Penalty: 5935.914062
	Iteration 67Q: 3 clusters Score -2.089137e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143203 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -20891400.000000 Penalty: 5935.914062
	Iteration 68Q: 3 clusters Score -2.08914e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143599 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -20891414.000000 Penalty: 5935.914062
	Iteration 69Q: 3 clusters Score -2.089141e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143971 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -20891504.000000 Penalty: 5935.914062
	Iteration 70Q: 3 clusters Score -2.08915e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144348 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -20891602.000000 Penalty: 5935.914062
	Iteration 71Q: 3 clusters Score -2.08916e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144692 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -20891618.000000 Penalty: 5935.914062
	Iteration 72Q: 3 clusters Score -2.089162e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145039 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -20891638.000000 Penalty: 5935.914062
	Iteration 73Q: 3 clusters Score -2.089164e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145335 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -20891632.000000 Penalty: 5935.914062
	Iteration 74Q: 3 clusters Score -2.089163e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145643 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -20891664.000000 Penalty: 5935.914062
	Iteration 75Q: 3 clusters Score -2.089166e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145944 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -20891788.000000 Penalty: 5935.914062
	Iteration 76Q: 3 clusters Score -2.089179e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146257 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -20891808.000000 Penalty: 5935.914062
	Iteration 77Q: 3 clusters Score -2.089181e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146559 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -20891820.000000 Penalty: 5935.914062
	Iteration 78Q: 3 clusters Score -2.089182e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146867 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -20891854.000000 Penalty: 5935.914062
	Iteration 79Q: 3 clusters Score -2.089185e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147180 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -20891938.000000 Penalty: 5935.914062
	Iteration 80F: 3 clusters Score -2.089194e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147457 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -20892010.000000 Penalty: 5935.914062
	Iteration 81Q: 3 clusters Score -2.089201e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147689 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -20892050.000000 Penalty: 5935.914062
	Iteration 82Q: 3 clusters Score -2.089205e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147919 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -20892058.000000 Penalty: 5935.914062
	Iteration 83Q: 3 clusters Score -2.089206e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148152 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -20892130.000000 Penalty: 5935.914062
	Iteration 84Q: 3 clusters Score -2.089213e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148361 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -20892132.000000 Penalty: 5935.914062
	Iteration 85Q: 3 clusters Score -2.089213e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148573 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -20892168.000000 Penalty: 5935.914062
	Iteration 86Q: 3 clusters Score -2.089217e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148778 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -20892192.000000 Penalty: 5935.914062
	Iteration 87Q: 3 clusters Score -2.089219e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148970 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -20892184.000000 Penalty: 5935.914062
	Iteration 88Q: 3 clusters Score -2.089218e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149140 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -20892210.000000 Penalty: 5935.914062
	Iteration 89Q: 3 clusters Score -2.089221e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149309 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -20892232.000000 Penalty: 5935.914062
	Iteration 90Q: 3 clusters Score -2.089223e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149460 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -20892216.000000 Penalty: 5935.914062
	Iteration 91Q: 3 clusters Score -2.089222e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149601 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -20892264.000000 Penalty: 5935.914062
	Iteration 92Q: 3 clusters Score -2.089226e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149718 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -20892242.000000 Penalty: 5935.914062
	Iteration 93Q: 3 clusters Score -2.089224e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149824 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -20892228.000000 Penalty: 5935.914062
	Iteration 94Q: 3 clusters Score -2.089223e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149927 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -20892224.000000 Penalty: 5935.914062
	Iteration 95Q: 3 clusters Score -2.089222e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150009 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -20892204.000000 Penalty: 5935.914062
	Iteration 96Q: 3 clusters Score -2.08922e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150083 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -20892220.000000 Penalty: 5935.914062
	Iteration 97Q: 3 clusters Score -2.089222e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150150 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -20892208.000000 Penalty: 5935.914062
	Iteration 98Q: 3 clusters Score -2.089221e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150217 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -20892254.000000 Penalty: 5935.914062
	Iteration 99Q: 3 clusters Score -2.089225e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150287 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -20892240.000000 Penalty: 5935.914062
	Iteration 100F: 3 clusters Score -2.089224e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150366 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -20892246.000000 Penalty: 5935.914062
	Iteration 101Q: 3 clusters Score -2.089225e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150442 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -20892222.000000 Penalty: 5935.914062
	Iteration 102Q: 3 clusters Score -2.089222e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150529 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -20892182.000000 Penalty: 5935.914062
	Iteration 103Q: 3 clusters Score -2.089218e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150620 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -20892188.000000 Penalty: 5935.914062
	Iteration 104Q: 3 clusters Score -2.089219e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150691 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -20892220.000000 Penalty: 5935.914062
	Iteration 105Q: 3 clusters Score -2.089222e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150762 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -20892212.000000 Penalty: 5935.914062
	Iteration 106Q: 3 clusters Score -2.089221e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150828 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -20892226.000000 Penalty: 5935.914062
	Iteration 107Q: 3 clusters Score -2.089223e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150888 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -20892202.000000 Penalty: 5935.914062
	Iteration 108Q: 3 clusters Score -2.08922e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150945 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -20892200.000000 Penalty: 5935.914062
	Iteration 109Q: 3 clusters Score -2.08922e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150989 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -20892222.000000 Penalty: 5935.914062
	Iteration 110Q: 3 clusters Score -2.089222e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151024 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -20892212.000000 Penalty: 5935.914062
	Iteration 111Q: 3 clusters Score -2.089221e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151053 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -20892172.000000 Penalty: 5935.914062
	Iteration 112Q: 3 clusters Score -2.089217e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151075 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -20892184.000000 Penalty: 5935.914062
	Iteration 113Q: 3 clusters Score -2.089218e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151099 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -20892176.000000 Penalty: 5935.914062
	Iteration 114Q: 3 clusters Score -2.089218e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151122 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -20892180.000000 Penalty: 5935.914062
	Iteration 115Q: 3 clusters Score -2.089218e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151152 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -20892184.000000 Penalty: 5935.914062
	Iteration 116Q: 3 clusters Score -2.089218e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151185 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -20892178.000000 Penalty: 5935.914062
	Iteration 117Q: 3 clusters Score -2.089218e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151230 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -20892168.000000 Penalty: 5935.914062
	Iteration 118Q: 3 clusters Score -2.089217e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151277 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -20892164.000000 Penalty: 5935.914062
	Iteration 119Q: 3 clusters Score -2.089216e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151316 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -20892172.000000 Penalty: 5935.914062
	Iteration 120F: 3 clusters Score -2.089217e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151355 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -20892160.000000 Penalty: 5935.914062
	Iteration 121Q: 3 clusters Score -2.089216e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151395 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -20892164.000000 Penalty: 5935.914062
	Iteration 122Q: 3 clusters Score -2.089216e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151441 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -20892176.000000 Penalty: 5935.914062
	Iteration 123Q: 3 clusters Score -2.089218e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151477 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -20892162.000000 Penalty: 5935.914062
	Iteration 124Q: 3 clusters Score -2.089216e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151516 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -20892182.000000 Penalty: 5935.914062
	Iteration 125Q: 3 clusters Score -2.089218e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151550 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -20892208.000000 Penalty: 5935.914062
	Iteration 126Q: 3 clusters Score -2.089221e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151585 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -20892194.000000 Penalty: 5935.914062
	Iteration 127Q: 3 clusters Score -2.089219e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151622 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -20892190.000000 Penalty: 5935.914062
	Iteration 128Q: 3 clusters Score -2.089219e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151657 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -20892198.000000 Penalty: 5935.914062
	Iteration 129Q: 3 clusters Score -2.08922e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151690 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -20892204.000000 Penalty: 5935.914062
	Iteration 130Q: 3 clusters Score -2.08922e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151718 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -20892214.000000 Penalty: 5935.914062
	Iteration 131Q: 3 clusters Score -2.089221e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151749 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -20892208.000000 Penalty: 5935.914062
	Iteration 132Q: 3 clusters Score -2.089221e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151788 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -20892192.000000 Penalty: 5935.914062
	Iteration 133Q: 3 clusters Score -2.089219e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151829 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -20892166.000000 Penalty: 5935.914062
	Iteration 134Q: 3 clusters Score -2.089217e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151860 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -20892186.000000 Penalty: 5935.914062
	Iteration 135Q: 3 clusters Score -2.089219e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151887 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -20892198.000000 Penalty: 5935.914062
	Iteration 136Q: 3 clusters Score -2.08922e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151924 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -20892206.000000 Penalty: 5935.914062
	Iteration 137Q: 3 clusters Score -2.089221e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151967 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -20892232.000000 Penalty: 5935.914062
	Iteration 138Q: 3 clusters Score -2.089223e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152004 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -20892238.000000 Penalty: 5935.914062
	Iteration 139Q: 3 clusters Score -2.089224e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152047 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -20892230.000000 Penalty: 5935.914062
	Iteration 140F: 3 clusters Score -2.089223e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152093 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -20892182.000000 Penalty: 5935.914062
	Iteration 141Q: 3 clusters Score -2.089218e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152137 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -20892162.000000 Penalty: 5935.914062
	Iteration 142Q: 3 clusters Score -2.089216e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152188 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -20892186.000000 Penalty: 5935.914062
	Iteration 143Q: 3 clusters Score -2.089219e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152223 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -20892202.000000 Penalty: 5935.914062
	Iteration 144Q: 3 clusters Score -2.08922e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152256 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -20892220.000000 Penalty: 5935.914062
	Iteration 145Q: 3 clusters Score -2.089222e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152292 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -20892218.000000 Penalty: 5935.914062
	Iteration 146Q: 3 clusters Score -2.089222e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152323 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -20892220.000000 Penalty: 5935.914062
	Iteration 147Q: 3 clusters Score -2.089222e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152346 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -20892236.000000 Penalty: 5935.914062
	Iteration 148Q: 3 clusters Score -2.089224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152363 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -20892212.000000 Penalty: 5935.914062
	Iteration 149Q: 3 clusters Score -2.089221e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152383 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -20892210.000000 Penalty: 5935.914062
	Iteration 150Q: 3 clusters Score -2.089221e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152411 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -20892222.000000 Penalty: 5935.914062
	Iteration 151Q: 3 clusters Score -2.089222e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152446 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -20892224.000000 Penalty: 5935.914062
	Iteration 152Q: 3 clusters Score -2.089222e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152470 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -20892224.000000 Penalty: 5935.914062
	Iteration 153Q: 3 clusters Score -2.089222e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152493 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -20892244.000000 Penalty: 5935.914062
	Iteration 154Q: 3 clusters Score -2.089224e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152517 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -20892248.000000 Penalty: 5935.914062
	Iteration 155Q: 3 clusters Score -2.089225e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152536 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -20892246.000000 Penalty: 5935.914062
	Iteration 156Q: 3 clusters Score -2.089225e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152555 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -20892270.000000 Penalty: 5935.914062
	Iteration 157Q: 3 clusters Score -2.089227e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152576 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -20892244.000000 Penalty: 5935.914062
	Iteration 158Q: 3 clusters Score -2.089224e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152595 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -20892250.000000 Penalty: 5935.914062
	Iteration 159Q: 3 clusters Score -2.089225e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152615 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -20892238.000000 Penalty: 5935.914062
	Iteration 160F: 3 clusters Score -2.089224e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152639 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -20892234.000000 Penalty: 5935.914062
	Iteration 161Q: 3 clusters Score -2.089223e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152659 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -20892234.000000 Penalty: 5935.914062
	Iteration 162Q: 3 clusters Score -2.089223e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152683 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -20892256.000000 Penalty: 5935.914062
	Iteration 163Q: 3 clusters Score -2.089226e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152706 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -20892252.000000 Penalty: 5935.914062
	Iteration 164Q: 3 clusters Score -2.089225e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152730 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -20892254.000000 Penalty: 5935.914062
	Iteration 165Q: 3 clusters Score -2.089225e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152760 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -20892260.000000 Penalty: 5935.914062
	Iteration 166Q: 3 clusters Score -2.089226e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152787 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -20892262.000000 Penalty: 5935.914062
	Iteration 167Q: 3 clusters Score -2.089226e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152821 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -20892288.000000 Penalty: 5935.914062
	Iteration 168Q: 3 clusters Score -2.089229e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152859 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -20892274.000000 Penalty: 5935.914062
	Iteration 169Q: 3 clusters Score -2.089227e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152894 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -20892308.000000 Penalty: 5935.914062
	Iteration 170Q: 3 clusters Score -2.089231e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152925 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -20892306.000000 Penalty: 5935.914062
	Iteration 171Q: 3 clusters Score -2.089231e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152949 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -20892312.000000 Penalty: 5935.914062
	Iteration 172Q: 3 clusters Score -2.089231e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152970 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -20892306.000000 Penalty: 5935.914062
	Iteration 173Q: 3 clusters Score -2.089231e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152991 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -20892298.000000 Penalty: 5935.914062
	Iteration 174Q: 3 clusters Score -2.08923e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153013 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -20892316.000000 Penalty: 5935.914062
	Iteration 175Q: 3 clusters Score -2.089232e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153037 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -20892280.000000 Penalty: 5935.914062
	Iteration 176Q: 3 clusters Score -2.089228e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153056 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -20892274.000000 Penalty: 5935.914062
	Iteration 177Q: 3 clusters Score -2.089227e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153073 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -20892270.000000 Penalty: 5935.914062
	Iteration 178Q: 3 clusters Score -2.089227e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153096 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -20892288.000000 Penalty: 5935.914062
	Iteration 179Q: 3 clusters Score -2.089229e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153108 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -20892290.000000 Penalty: 5935.914062
	Iteration 180F: 3 clusters Score -2.089229e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153125 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -20892272.000000 Penalty: 5935.914062
	Iteration 181Q: 3 clusters Score -2.089227e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153144 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -20892280.000000 Penalty: 5935.914062
	Iteration 182Q: 3 clusters Score -2.089228e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153165 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -20892250.000000 Penalty: 5935.914062
	Iteration 183Q: 3 clusters Score -2.089225e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153183 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -20892284.000000 Penalty: 5935.914062
	Iteration 184Q: 3 clusters Score -2.089228e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153203 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -20892298.000000 Penalty: 5935.914062
	Iteration 185Q: 3 clusters Score -2.08923e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153215 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -20892270.000000 Penalty: 5935.914062
	Iteration 186Q: 3 clusters Score -2.089227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153222 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -20892264.000000 Penalty: 5935.914062
	Iteration 187Q: 3 clusters Score -2.089226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153229 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -20892260.000000 Penalty: 5935.914062
	Iteration 188Q: 3 clusters Score -2.089226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153237 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -20892262.000000 Penalty: 5935.914062
	Iteration 189Q: 3 clusters Score -2.089226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153244 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -20892252.000000 Penalty: 5935.914062
	Iteration 190Q: 3 clusters Score -2.089225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153256 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -20892246.000000 Penalty: 5935.914062
	Iteration 191Q: 3 clusters Score -2.089225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153272 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -20892234.000000 Penalty: 5935.914062
	Iteration 192Q: 3 clusters Score -2.089223e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153295 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -20892242.000000 Penalty: 5935.914062
	Iteration 193Q: 3 clusters Score -2.089224e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153315 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -20892246.000000 Penalty: 5935.914062
	Iteration 194Q: 3 clusters Score -2.089225e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153337 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -20892258.000000 Penalty: 5935.914062
	Iteration 195Q: 3 clusters Score -2.089226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153355 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -20892226.000000 Penalty: 5935.914062
	Iteration 196Q: 3 clusters Score -2.089223e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153375 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -20892238.000000 Penalty: 5935.914062
	Iteration 197Q: 3 clusters Score -2.089224e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153393 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -20892250.000000 Penalty: 5935.914062
	Iteration 198Q: 3 clusters Score -2.089225e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153407 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -20892240.000000 Penalty: 5935.914062
	Iteration 199Q: 3 clusters Score -2.089224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153417 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -20892250.000000 Penalty: 5935.914062
	Iteration 200F: 3 clusters Score -2.089225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153426 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -20892258.000000 Penalty: 5935.914062
	Iteration 201Q: 3 clusters Score -2.089226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153436 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -20892244.000000 Penalty: 5935.914062
	Iteration 202Q: 3 clusters Score -2.089224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153449 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -20892242.000000 Penalty: 5935.914062
	Iteration 203Q: 3 clusters Score -2.089224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153461 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -20892242.000000 Penalty: 5935.914062
	Iteration 204Q: 3 clusters Score -2.089224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153473 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -20892242.000000 Penalty: 5935.914062
	Iteration 205Q: 3 clusters Score -2.089224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153487 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -20892258.000000 Penalty: 5935.914062
	Iteration 206Q: 3 clusters Score -2.089226e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153494 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -20892242.000000 Penalty: 5935.914062
	Iteration 207Q: 3 clusters Score -2.089224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153503 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -20892230.000000 Penalty: 5935.914062
	Iteration 208Q: 3 clusters Score -2.089223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153510 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -20892240.000000 Penalty: 5935.914062
	Iteration 209Q: 3 clusters Score -2.089224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153517 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -20892230.000000 Penalty: 5935.914062
	Iteration 210Q: 3 clusters Score -2.089223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153524 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -20892246.000000 Penalty: 5935.914062
	Iteration 211Q: 3 clusters Score -2.089225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153532 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -20892238.000000 Penalty: 5935.914062
	Iteration 212Q: 3 clusters Score -2.089224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153546 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -20892242.000000 Penalty: 5935.914062
	Iteration 213Q: 3 clusters Score -2.089224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153561 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -20892252.000000 Penalty: 5935.914062
	Iteration 214Q: 3 clusters Score -2.089225e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153579 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -20892278.000000 Penalty: 5935.914062
	Iteration 215Q: 3 clusters Score -2.089228e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153595 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -20892270.000000 Penalty: 5935.914062
	Iteration 216Q: 3 clusters Score -2.089227e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153607 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -20892266.000000 Penalty: 5935.914062
	Iteration 217Q: 3 clusters Score -2.089227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153616 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -20892262.000000 Penalty: 5935.914062
	Iteration 218Q: 3 clusters Score -2.089226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153625 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -20892270.000000 Penalty: 5935.914062
	Iteration 219Q: 3 clusters Score -2.089227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153637 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -20892262.000000 Penalty: 5935.914062
	Iteration 220F: 3 clusters Score -2.089226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153654 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -20892248.000000 Penalty: 5935.914062
	Iteration 221Q: 3 clusters Score -2.089225e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153671 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -20892238.000000 Penalty: 5935.914062
	Iteration 222Q: 3 clusters Score -2.089224e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153687 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -20892262.000000 Penalty: 5935.914062
	Iteration 223Q: 3 clusters Score -2.089226e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153710 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -20892270.000000 Penalty: 5935.914062
	Iteration 224Q: 3 clusters Score -2.089227e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153745 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -20892274.000000 Penalty: 5935.914062
	Iteration 225Q: 3 clusters Score -2.089227e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153777 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -20892262.000000 Penalty: 5935.914062
	Iteration 226Q: 3 clusters Score -2.089226e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153804 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -20892272.000000 Penalty: 5935.914062
	Iteration 227Q: 3 clusters Score -2.089227e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153818 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -20892258.000000 Penalty: 5935.914062
	Iteration 228Q: 3 clusters Score -2.089226e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153834 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -20892248.000000 Penalty: 5935.914062
	Iteration 229Q: 3 clusters Score -2.089225e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153855 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -20892262.000000 Penalty: 5935.914062
	Iteration 230Q: 3 clusters Score -2.089226e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153873 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -20892284.000000 Penalty: 5935.914062
	Iteration 231Q: 3 clusters Score -2.089228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153890 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -20892272.000000 Penalty: 5935.914062
	Iteration 232Q: 3 clusters Score -2.089227e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153903 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -20892274.000000 Penalty: 5935.914062
	Iteration 233Q: 3 clusters Score -2.089227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153915 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -20892296.000000 Penalty: 5935.914062
	Iteration 234Q: 3 clusters Score -2.08923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153923 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -20892300.000000 Penalty: 5935.914062
	Iteration 235Q: 3 clusters Score -2.08923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153926 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -20892288.000000 Penalty: 5935.914062
	Iteration 236Q: 3 clusters Score -2.089229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153929 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -20892288.000000 Penalty: 5935.914062
	Iteration 237Q: 3 clusters Score -2.089229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153931 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -20892288.000000 Penalty: 5935.914062
	Iteration 238Q: 3 clusters Score -2.089229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153933 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -20892294.000000 Penalty: 5935.914062
	Iteration 239Q: 3 clusters Score -2.089229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153936 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -20892290.000000 Penalty: 5935.914062
	Iteration 240F: 3 clusters Score -2.089229e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Entering Unmasked Estep 
Score: -379906.250000 Penalty: 1972.858398
	Iteration 0F: 2 clusters Score -379906.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -376747.718750 Penalty: 3945.716797
	Iteration 0F: 3 clusters Score -376747.7 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -377365.312500 Penalty: 3945.716797
	Iteration 1F: 3 clusters Score -377365.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -377514.812500 Penalty: 3945.716797
	Iteration 2F: 3 clusters Score -377514.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -377621.718750 Penalty: 3945.716797
	Iteration 3Q: 3 clusters Score -377621.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -377696.375000 Penalty: 3945.716797
	Iteration 4Q: 3 clusters Score -377696.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -377756.375000 Penalty: 3945.716797
	Iteration 5Q: 3 clusters Score -377756.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -377808.968750 Penalty: 3945.716797
	Iteration 6Q: 3 clusters Score -377809 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -377879.656250 Penalty: 3945.716797
	Iteration 7Q: 3 clusters Score -377879.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -377963.031250 Penalty: 3945.716797
	Iteration 8Q: 3 clusters Score -377963 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -378052.375000 Penalty: 3945.716797
	Iteration 9Q: 3 clusters Score -378052.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -378128.031250 Penalty: 3945.716797
	Iteration 10Q: 3 clusters Score -378128 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -378192.562500 Penalty: 3945.716797
	Iteration 11Q: 3 clusters Score -378192.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -378284.218750 Penalty: 3945.716797
	Iteration 12Q: 3 clusters Score -378284.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -378376.812500 Penalty: 3945.716797
	Iteration 13Q: 3 clusters Score -378376.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -378470.593750 Penalty: 3945.716797
	Iteration 14Q: 3 clusters Score -378470.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -378573.812500 Penalty: 3945.716797
	Iteration 15Q: 3 clusters Score -378573.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -378659.687500 Penalty: 3945.716797
	Iteration 16Q: 3 clusters Score -378659.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -378731.750000 Penalty: 3945.716797
	Iteration 17Q: 3 clusters Score -378731.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -378778.593750 Penalty: 3945.716797
	Iteration 18Q: 3 clusters Score -378778.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -378818.531250 Penalty: 3945.716797
	Iteration 19Q: 3 clusters Score -378818.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -378848.187500 Penalty: 3945.716797
	Iteration 20F: 3 clusters Score -378848.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -378885.812500 Penalty: 3945.716797
	Iteration 21Q: 3 clusters Score -378885.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -378916.656250 Penalty: 3945.716797
	Iteration 22Q: 3 clusters Score -378916.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -378945.218750 Penalty: 3945.716797
	Iteration 23Q: 3 clusters Score -378945.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -378969.250000 Penalty: 3945.716797
	Iteration 24Q: 3 clusters Score -378969.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -378988.562500 Penalty: 3945.716797
	Iteration 25Q: 3 clusters Score -378988.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -379002.843750 Penalty: 3945.716797
	Iteration 26Q: 3 clusters Score -379002.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -379013.312500 Penalty: 3945.716797
	Iteration 27Q: 3 clusters Score -379013.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -379023.000000 Penalty: 3945.716797
	Iteration 28Q: 3 clusters Score -379023 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -379037.531250 Penalty: 3945.716797
	Iteration 29Q: 3 clusters Score -379037.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -379049.218750 Penalty: 3945.716797
	Iteration 30Q: 3 clusters Score -379049.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -379059.468750 Penalty: 3945.716797
	Iteration 31Q: 3 clusters Score -379059.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -379074.125000 Penalty: 3945.716797
	Iteration 32Q: 3 clusters Score -379074.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -379090.000000 Penalty: 3945.716797
	Iteration 33Q: 3 clusters Score -379090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -379107.312500 Penalty: 3945.716797
	Iteration 34Q: 3 clusters Score -379107.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -379122.875000 Penalty: 3945.716797
	Iteration 35Q: 3 clusters Score -379122.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -379138.906250 Penalty: 3945.716797
	Iteration 36Q: 3 clusters Score -379138.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -379158.781250 Penalty: 3945.716797
	Iteration 37Q: 3 clusters Score -379158.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -379175.312500 Penalty: 3945.716797
	Iteration 38Q: 3 clusters Score -379175.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -379197.625000 Penalty: 3945.716797
	Iteration 39Q: 3 clusters Score -379197.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -379228.781250 Penalty: 3945.716797
	Iteration 40F: 3 clusters Score -379228.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -379260.093750 Penalty: 3945.716797
	Iteration 41Q: 3 clusters Score -379260.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -379304.000000 Penalty: 3945.716797
	Iteration 42Q: 3 clusters Score -379304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -379365.062500 Penalty: 3945.716797
	Iteration 43Q: 3 clusters Score -379365.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -379449.375000 Penalty: 3945.716797
	Iteration 44Q: 3 clusters Score -379449.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -379570.687500 Penalty: 3945.716797
	Iteration 45Q: 3 clusters Score -379570.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -379645.781250 Penalty: 3945.716797
	Iteration 46Q: 3 clusters Score -379645.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -379680.875000 Penalty: 3945.716797
	Iteration 47Q: 3 clusters Score -379680.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -379698.656250 Penalty: 3945.716797
	Iteration 48Q: 3 clusters Score -379698.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -379706.625000 Penalty: 3945.716797
	Iteration 49Q: 3 clusters Score -379706.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -379712.250000 Penalty: 3945.716797
	Iteration 50Q: 3 clusters Score -379712.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -379714.468750 Penalty: 3945.716797
	Iteration 51Q: 3 clusters Score -379714.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -379714.468750 Penalty: 3945.716797
	Iteration 52F: 3 clusters Score -379714.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Entering Unmasked Estep 
Score: -1106847.500000 Penalty: 2239.146973
	Iteration 0F: 2 clusters Score -1106848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1100255.125000 Penalty: 4478.293945
	Iteration 0F: 3 clusters Score -1100255 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1102107.875000 Penalty: 4478.293945
	Iteration 1F: 3 clusters Score -1102108 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1102472.250000 Penalty: 4478.293945
	Iteration 2F: 3 clusters Score -1102472 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1102824.375000 Penalty: 4478.293945
	Iteration 3F: 3 clusters Score -1102824 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1103104.500000 Penalty: 4478.293945
	Iteration 4Q: 3 clusters Score -1103104 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1103338.000000 Penalty: 4478.293945
	Iteration 5Q: 3 clusters Score -1103338 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1103522.625000 Penalty: 4478.293945
	Iteration 6Q: 3 clusters Score -1103523 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1103655.750000 Penalty: 4478.293945
	Iteration 7Q: 3 clusters Score -1103656 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1103757.750000 Penalty: 4478.293945
	Iteration 8Q: 3 clusters Score -1103758 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1103850.625000 Penalty: 4478.293945
	Iteration 9Q: 3 clusters Score -1103851 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1103939.375000 Penalty: 4478.293945
	Iteration 10Q: 3 clusters Score -1103939 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1104029.625000 Penalty: 4478.293945
	Iteration 11Q: 3 clusters Score -1104030 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1104109.000000 Penalty: 4478.293945
	Iteration 12Q: 3 clusters Score -1104109 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1104188.875000 Penalty: 4478.293945
	Iteration 13Q: 3 clusters Score -1104189 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1104249.125000 Penalty: 4478.293945
	Iteration 14Q: 3 clusters Score -1104249 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1104308.250000 Penalty: 4478.293945
	Iteration 15Q: 3 clusters Score -1104308 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1104370.000000 Penalty: 4478.293945
	Iteration 16Q: 3 clusters Score -1104370 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1104428.625000 Penalty: 4478.293945
	Iteration 17Q: 3 clusters Score -1104429 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1104482.625000 Penalty: 4478.293945
	Iteration 18Q: 3 clusters Score -1104483 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1104527.000000 Penalty: 4478.293945
	Iteration 19Q: 3 clusters Score -1104527 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1104568.500000 Penalty: 4478.293945
	Iteration 20F: 3 clusters Score -1104568 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1104610.500000 Penalty: 4478.293945
	Iteration 21Q: 3 clusters Score -1104610 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1104646.750000 Penalty: 4478.293945
	Iteration 22Q: 3 clusters Score -1104647 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1104672.625000 Penalty: 4478.293945
	Iteration 23Q: 3 clusters Score -1104673 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1104695.125000 Penalty: 4478.293945
	Iteration 24Q: 3 clusters Score -1104695 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1104714.000000 Penalty: 4478.293945
	Iteration 25Q: 3 clusters Score -1104714 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1104734.125000 Penalty: 4478.293945
	Iteration 26Q: 3 clusters Score -1104734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1104749.500000 Penalty: 4478.293945
	Iteration 27Q: 3 clusters Score -1104750 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1104763.750000 Penalty: 4478.293945
	Iteration 28Q: 3 clusters Score -1104764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1104772.500000 Penalty: 4478.293945
	Iteration 29Q: 3 clusters Score -1104772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1104784.000000 Penalty: 4478.293945
	Iteration 30Q: 3 clusters Score -1104784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1104793.875000 Penalty: 4478.293945
	Iteration 31Q: 3 clusters Score -1104794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1104800.750000 Penalty: 4478.293945
	Iteration 32Q: 3 clusters Score -1104801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1104804.625000 Penalty: 4478.293945
	Iteration 33Q: 3 clusters Score -1104805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1104809.750000 Penalty: 4478.293945
	Iteration 34Q: 3 clusters Score -1104810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1104816.750000 Penalty: 4478.293945
	Iteration 35Q: 3 clusters Score -1104817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1104821.250000 Penalty: 4478.293945
	Iteration 36Q: 3 clusters Score -1104821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1104829.875000 Penalty: 4478.293945
	Iteration 37Q: 3 clusters Score -1104830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1104837.250000 Penalty: 4478.293945
	Iteration 38Q: 3 clusters Score -1104837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1104849.500000 Penalty: 4478.293945
	Iteration 39Q: 3 clusters Score -1104850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1104857.000000 Penalty: 4478.293945
	Iteration 40F: 3 clusters Score -1104857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1104862.250000 Penalty: 4478.293945
	Iteration 41Q: 3 clusters Score -1104862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1104870.875000 Penalty: 4478.293945
	Iteration 42Q: 3 clusters Score -1104871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1104878.750000 Penalty: 4478.293945
	Iteration 43Q: 3 clusters Score -1104879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1104884.750000 Penalty: 4478.293945
	Iteration 44Q: 3 clusters Score -1104885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1104886.750000 Penalty: 4478.293945
	Iteration 45Q: 3 clusters Score -1104887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1104894.250000 Penalty: 4478.293945
	Iteration 46Q: 3 clusters Score -1104894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1104898.000000 Penalty: 4478.293945
	Iteration 47Q: 3 clusters Score -1104898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1104899.125000 Penalty: 4478.293945
	Iteration 48Q: 3 clusters Score -1104899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1104903.875000 Penalty: 4478.293945
	Iteration 49Q: 3 clusters Score -1104904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1104906.500000 Penalty: 4478.293945
	Iteration 50Q: 3 clusters Score -1104906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1104912.500000 Penalty: 4478.293945
	Iteration 51Q: 3 clusters Score -1104912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1104914.875000 Penalty: 4478.293945
	Iteration 52Q: 3 clusters Score -1104915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1104915.000000 Penalty: 4478.293945
	Iteration 53Q: 3 clusters Score -1104915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1104915.625000 Penalty: 4478.293945
	Iteration 54Q: 3 clusters Score -1104916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1104915.750000 Penalty: 4478.293945
	Iteration 55Q: 3 clusters Score -1104916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1104915.500000 Penalty: 4478.293945
	Iteration 56Q: 3 clusters Score -1104916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1104918.125000 Penalty: 4478.293945
	Iteration 57Q: 3 clusters Score -1104918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1104920.750000 Penalty: 4478.293945
	Iteration 58Q: 3 clusters Score -1104921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1104919.625000 Penalty: 4478.293945
	Iteration 59Q: 3 clusters Score -1104920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1104922.125000 Penalty: 4478.293945
	Iteration 60F: 3 clusters Score -1104922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1104923.125000 Penalty: 4478.293945
	Iteration 61Q: 3 clusters Score -1104923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1104923.750000 Penalty: 4478.293945
	Iteration 62Q: 3 clusters Score -1104924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1104923.875000 Penalty: 4478.293945
	Iteration 63Q: 3 clusters Score -1104924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1104923.750000 Penalty: 4478.293945
	Iteration 64Q: 3 clusters Score -1104924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1104924.000000 Penalty: 4478.293945
	Iteration 65Q: 3 clusters Score -1104924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1104924.000000 Penalty: 4478.293945
	Iteration 66F: 3 clusters Score -1104924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Entering Unmasked Estep 
Score: -1780214.875000 Penalty: 2356.413086
	Iteration 0F: 2 clusters Score -1780215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1770487.625000 Penalty: 4712.826172
	Iteration 0F: 3 clusters Score -1770488 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1773448.125000 Penalty: 4712.826172
	Iteration 1F: 3 clusters Score -1773448 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1773874.125000 Penalty: 4712.826172
	Iteration 2F: 3 clusters Score -1773874 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1774378.250000 Penalty: 4712.826172
	Iteration 3F: 3 clusters Score -1774378 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1774985.250000 Penalty: 4712.826172
	Iteration 4F: 3 clusters Score -1774985 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1775665.875000 Penalty: 4712.826172
	Iteration 5F: 3 clusters Score -1775666 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1776498.125000 Penalty: 4712.826172
	Iteration 6F: 3 clusters Score -1776498 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1777422.625000 Penalty: 4712.826172
	Iteration 7F: 3 clusters Score -1777423 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1778220.875000 Penalty: 4712.826172
	Iteration 8F: 3 clusters Score -1778221 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1778790.125000 Penalty: 4712.826172
	Iteration 9Q: 3 clusters Score -1778790 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1779010.875000 Penalty: 4712.826172
	Iteration 10Q: 3 clusters Score -1779011 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1779088.500000 Penalty: 4712.826172
	Iteration 11Q: 3 clusters Score -1779088 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1779126.250000 Penalty: 4712.826172
	Iteration 12Q: 3 clusters Score -1779126 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1779157.125000 Penalty: 4712.826172
	Iteration 13Q: 3 clusters Score -1779157 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1779163.125000 Penalty: 4712.826172
	Iteration 14Q: 3 clusters Score -1779163 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1779170.500000 Penalty: 4712.826172
	Iteration 15Q: 3 clusters Score -1779170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1779172.250000 Penalty: 4712.826172
	Iteration 16Q: 3 clusters Score -1779172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1779175.125000 Penalty: 4712.826172
	Iteration 17Q: 3 clusters Score -1779175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1779177.625000 Penalty: 4712.826172
	Iteration 18Q: 3 clusters Score -1779178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1779183.500000 Penalty: 4712.826172
	Iteration 19Q: 3 clusters Score -1779184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1779188.500000 Penalty: 4712.826172
	Iteration 20F: 3 clusters Score -1779188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1779192.500000 Penalty: 4712.826172
	Iteration 21Q: 3 clusters Score -1779192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1779200.125000 Penalty: 4712.826172
	Iteration 22Q: 3 clusters Score -1779200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1779204.250000 Penalty: 4712.826172
	Iteration 23Q: 3 clusters Score -1779204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1779206.625000 Penalty: 4712.826172
	Iteration 24Q: 3 clusters Score -1779207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1779203.500000 Penalty: 4712.826172
	Iteration 25Q: 3 clusters Score -1779204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1779207.125000 Penalty: 4712.826172
	Iteration 26Q: 3 clusters Score -1779207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1779211.375000 Penalty: 4712.826172
	Iteration 27Q: 3 clusters Score -1779211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1779210.375000 Penalty: 4712.826172
	Iteration 28Q: 3 clusters Score -1779210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1779207.125000 Penalty: 4712.826172
	Iteration 29Q: 3 clusters Score -1779207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1779208.625000 Penalty: 4712.826172
	Iteration 30Q: 3 clusters Score -1779209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1779208.250000 Penalty: 4712.826172
	Iteration 31Q: 3 clusters Score -1779208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1779209.625000 Penalty: 4712.826172
	Iteration 32Q: 3 clusters Score -1779210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1779212.000000 Penalty: 4712.826172
	Iteration 33Q: 3 clusters Score -1779212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1779213.875000 Penalty: 4712.826172
	Iteration 34Q: 3 clusters Score -1779214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1779212.250000 Penalty: 4712.826172
	Iteration 35Q: 3 clusters Score -1779212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1779209.875000 Penalty: 4712.826172
	Iteration 36Q: 3 clusters Score -1779210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1779212.000000 Penalty: 4712.826172
	Iteration 37Q: 3 clusters Score -1779212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1779214.125000 Penalty: 4712.826172
	Iteration 38Q: 3 clusters Score -1779214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1779216.625000 Penalty: 4712.826172
	Iteration 39Q: 3 clusters Score -1779217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1779221.250000 Penalty: 4712.826172
	Iteration 40F: 3 clusters Score -1779221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1779220.875000 Penalty: 4712.826172
	Iteration 41Q: 3 clusters Score -1779221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1779222.750000 Penalty: 4712.826172
	Iteration 42Q: 3 clusters Score -1779223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1779224.125000 Penalty: 4712.826172
	Iteration 43Q: 3 clusters Score -1779224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1779223.500000 Penalty: 4712.826172
	Iteration 44Q: 3 clusters Score -1779224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1779226.750000 Penalty: 4712.826172
	Iteration 45Q: 3 clusters Score -1779227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1779223.250000 Penalty: 4712.826172
	Iteration 46Q: 3 clusters Score -1779223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1779223.250000 Penalty: 4712.826172
	Iteration 47Q: 3 clusters Score -1779223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1779228.000000 Penalty: 4712.826172
	Iteration 48Q: 3 clusters Score -1779228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1779223.875000 Penalty: 4712.826172
	Iteration 49Q: 3 clusters Score -1779224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1779228.875000 Penalty: 4712.826172
	Iteration 50Q: 3 clusters Score -1779229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1779229.625000 Penalty: 4712.826172
	Iteration 51Q: 3 clusters Score -1779230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1779229.500000 Penalty: 4712.826172
	Iteration 52Q: 3 clusters Score -1779230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1779224.875000 Penalty: 4712.826172
	Iteration 53Q: 3 clusters Score -1779225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1779227.250000 Penalty: 4712.826172
	Iteration 54Q: 3 clusters Score -1779227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1779226.375000 Penalty: 4712.826172
	Iteration 55Q: 3 clusters Score -1779226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1779225.625000 Penalty: 4712.826172
	Iteration 56Q: 3 clusters Score -1779226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1779226.125000 Penalty: 4712.826172
	Iteration 57Q: 3 clusters Score -1779226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1779226.125000 Penalty: 4712.826172
	Iteration 58F: 3 clusters Score -1779226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Entering Unmasked Estep 
Score: -1048093.875000 Penalty: 2236.305908
	Iteration 0F: 2 clusters Score -1048094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1041568.562500 Penalty: 4472.611816
	Iteration 0F: 3 clusters Score -1041569 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1043454.062500 Penalty: 4472.611816
	Iteration 1F: 3 clusters Score -1043454 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1043844.250000 Penalty: 4472.611816
	Iteration 2F: 3 clusters Score -1043844 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1044208.875000 Penalty: 4472.611816
	Iteration 3F: 3 clusters Score -1044209 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1044547.812500 Penalty: 4472.611816
	Iteration 4F: 3 clusters Score -1044548 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1044881.937500 Penalty: 4472.611816
	Iteration 5F: 3 clusters Score -1044882 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1045240.875000 Penalty: 4472.611816
	Iteration 6F: 3 clusters Score -1045241 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1045593.500000 Penalty: 4472.611816
	Iteration 7F: 3 clusters Score -1045594 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1045908.937500 Penalty: 4472.611816
	Iteration 8F: 3 clusters Score -1045909 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1046156.687500 Penalty: 4472.611816
	Iteration 9Q: 3 clusters Score -1046157 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1046326.937500 Penalty: 4472.611816
	Iteration 10Q: 3 clusters Score -1046327 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1046458.375000 Penalty: 4472.611816
	Iteration 11Q: 3 clusters Score -1046458 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1046547.000000 Penalty: 4472.611816
	Iteration 12Q: 3 clusters Score -1046547 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1046603.375000 Penalty: 4472.611816
	Iteration 13Q: 3 clusters Score -1046603 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1046641.750000 Penalty: 4472.611816
	Iteration 14Q: 3 clusters Score -1046642 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1046665.000000 Penalty: 4472.611816
	Iteration 15Q: 3 clusters Score -1046665 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1046682.125000 Penalty: 4472.611816
	Iteration 16Q: 3 clusters Score -1046682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1046693.937500 Penalty: 4472.611816
	Iteration 17Q: 3 clusters Score -1046694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1046704.125000 Penalty: 4472.611816
	Iteration 18Q: 3 clusters Score -1046704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1046711.187500 Penalty: 4472.611816
	Iteration 19Q: 3 clusters Score -1046711 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1046727.250000 Penalty: 4472.611816
	Iteration 20F: 3 clusters Score -1046727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1046736.500000 Penalty: 4472.611816
	Iteration 21Q: 3 clusters Score -1046736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1046740.062500 Penalty: 4472.611816
	Iteration 22Q: 3 clusters Score -1046740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1046748.687500 Penalty: 4472.611816
	Iteration 23Q: 3 clusters Score -1046749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1046749.812500 Penalty: 4472.611816
	Iteration 24Q: 3 clusters Score -1046750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1046755.500000 Penalty: 4472.611816
	Iteration 25Q: 3 clusters Score -1046756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1046759.000000 Penalty: 4472.611816
	Iteration 26Q: 3 clusters Score -1046759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1046764.187500 Penalty: 4472.611816
	Iteration 27Q: 3 clusters Score -1046764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1046765.937500 Penalty: 4472.611816
	Iteration 28Q: 3 clusters Score -1046766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1046766.125000 Penalty: 4472.611816
	Iteration 29Q: 3 clusters Score -1046766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1046769.437500 Penalty: 4472.611816
	Iteration 30Q: 3 clusters Score -1046769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1046774.375000 Penalty: 4472.611816
	Iteration 31Q: 3 clusters Score -1046774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1046777.187500 Penalty: 4472.611816
	Iteration 32Q: 3 clusters Score -1046777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1046775.187500 Penalty: 4472.611816
	Iteration 33Q: 3 clusters Score -1046775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1046776.562500 Penalty: 4472.611816
	Iteration 34Q: 3 clusters Score -1046777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1046776.500000 Penalty: 4472.611816
	Iteration 35Q: 3 clusters Score -1046776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1046777.250000 Penalty: 4472.611816
	Iteration 36Q: 3 clusters Score -1046777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1046780.187500 Penalty: 4472.611816
	Iteration 37Q: 3 clusters Score -1046780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1046779.750000 Penalty: 4472.611816
	Iteration 38Q: 3 clusters Score -1046780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1046779.750000 Penalty: 4472.611816
	Iteration 39F: 3 clusters Score -1046780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Entering Unmasked Estep 
Score: -3568890.250000 Penalty: 2530.104736
	Iteration 0F: 2 clusters Score -3568890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3550172.750000 Penalty: 5060.209473
	Iteration 0F: 3 clusters Score -3550173 nChanged 12224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -3556869.500000 Penalty: 5060.209473
	Iteration 1F: 3 clusters Score -3556870 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -3557495.750000 Penalty: 5060.209473
	Iteration 2F: 3 clusters Score -3557496 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3558220.000000 Penalty: 5060.209473
	Iteration 3F: 3 clusters Score -3558220 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -3559125.000000 Penalty: 5060.209473
	Iteration 4F: 3 clusters Score -3559125 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -3560194.500000 Penalty: 5060.209473
	Iteration 5F: 3 clusters Score -3560194 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -3561379.750000 Penalty: 5060.209473
	Iteration 6F: 3 clusters Score -3561380 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -3562451.000000 Penalty: 5060.209473
	Iteration 7F: 3 clusters Score -3562451 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -3563493.000000 Penalty: 5060.209473
	Iteration 8F: 3 clusters Score -3563493 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -3564307.000000 Penalty: 5060.209473
	Iteration 9Q: 3 clusters Score -3564307 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -3564937.500000 Penalty: 5060.209473
	Iteration 10Q: 3 clusters Score -3564938 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -3565301.500000 Penalty: 5060.209473
	Iteration 11Q: 3 clusters Score -3565302 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -3565519.250000 Penalty: 5060.209473
	Iteration 12Q: 3 clusters Score -3565519 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -3565664.750000 Penalty: 5060.209473
	Iteration 13Q: 3 clusters Score -3565665 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -3565783.250000 Penalty: 5060.209473
	Iteration 14Q: 3 clusters Score -3565783 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -3565851.250000 Penalty: 5060.209473
	Iteration 15Q: 3 clusters Score -3565851 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -3565933.500000 Penalty: 5060.209473
	Iteration 16Q: 3 clusters Score -3565934 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -3566013.750000 Penalty: 5060.209473
	Iteration 17Q: 3 clusters Score -3566014 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -3566085.750000 Penalty: 5060.209473
	Iteration 18Q: 3 clusters Score -3566086 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -3566184.500000 Penalty: 5060.209473
	Iteration 19Q: 3 clusters Score -3566184 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -3566258.000000 Penalty: 5060.209473
	Iteration 20F: 3 clusters Score -3566258 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -3566346.000000 Penalty: 5060.209473
	Iteration 21Q: 3 clusters Score -3566346 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -3566444.750000 Penalty: 5060.209473
	Iteration 22Q: 3 clusters Score -3566445 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -3566532.500000 Penalty: 5060.209473
	Iteration 23Q: 3 clusters Score -3566532 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -3566626.250000 Penalty: 5060.209473
	Iteration 24Q: 3 clusters Score -3566626 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3566724.250000 Penalty: 5060.209473
	Iteration 25Q: 3 clusters Score -3566724 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3566807.000000 Penalty: 5060.209473
	Iteration 26Q: 3 clusters Score -3566807 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -3566877.750000 Penalty: 5060.209473
	Iteration 27Q: 3 clusters Score -3566878 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -3566938.750000 Penalty: 5060.209473
	Iteration 28Q: 3 clusters Score -3566939 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3567003.250000 Penalty: 5060.209473
	Iteration 29Q: 3 clusters Score -3567003 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3567047.000000 Penalty: 5060.209473
	Iteration 30Q: 3 clusters Score -3567047 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -3567089.750000 Penalty: 5060.209473
	Iteration 31Q: 3 clusters Score -3567090 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3567117.500000 Penalty: 5060.209473
	Iteration 32Q: 3 clusters Score -3567118 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3567141.500000 Penalty: 5060.209473
	Iteration 33Q: 3 clusters Score -3567142 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -3567150.250000 Penalty: 5060.209473
	Iteration 34Q: 3 clusters Score -3567150 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3567164.250000 Penalty: 5060.209473
	Iteration 35Q: 3 clusters Score -3567164 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3567181.000000 Penalty: 5060.209473
	Iteration 36Q: 3 clusters Score -3567181 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3567194.000000 Penalty: 5060.209473
	Iteration 37Q: 3 clusters Score -3567194 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3567209.000000 Penalty: 5060.209473
	Iteration 38Q: 3 clusters Score -3567209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3567221.000000 Penalty: 5060.209473
	Iteration 39Q: 3 clusters Score -3567221 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3567223.250000 Penalty: 5060.209473
	Iteration 40F: 3 clusters Score -3567223 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3567243.750000 Penalty: 5060.209473
	Iteration 41Q: 3 clusters Score -3567244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3567249.750000 Penalty: 5060.209473
	Iteration 42Q: 3 clusters Score -3567250 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3567265.000000 Penalty: 5060.209473
	Iteration 43Q: 3 clusters Score -3567265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3567274.000000 Penalty: 5060.209473
	Iteration 44Q: 3 clusters Score -3567274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3567283.250000 Penalty: 5060.209473
	Iteration 45Q: 3 clusters Score -3567283 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3567284.000000 Penalty: 5060.209473
	Iteration 46Q: 3 clusters Score -3567284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3567292.000000 Penalty: 5060.209473
	Iteration 47Q: 3 clusters Score -3567292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3567294.750000 Penalty: 5060.209473
	Iteration 48Q: 3 clusters Score -3567295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3567305.250000 Penalty: 5060.209473
	Iteration 49Q: 3 clusters Score -3567305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3567302.250000 Penalty: 5060.209473
	Iteration 50Q: 3 clusters Score -3567302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3567308.000000 Penalty: 5060.209473
	Iteration 51Q: 3 clusters Score -3567308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3567308.250000 Penalty: 5060.209473
	Iteration 52Q: 3 clusters Score -3567308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3567306.000000 Penalty: 5060.209473
	Iteration 53Q: 3 clusters Score -3567306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3567309.000000 Penalty: 5060.209473
	Iteration 54Q: 3 clusters Score -3567309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3567310.250000 Penalty: 5060.209473
	Iteration 55Q: 3 clusters Score -3567310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3567313.500000 Penalty: 5060.209473
	Iteration 56Q: 3 clusters Score -3567314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3567314.500000 Penalty: 5060.209473
	Iteration 57Q: 3 clusters Score -3567314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3567314.750000 Penalty: 5060.209473
	Iteration 58Q: 3 clusters Score -3567315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3567310.000000 Penalty: 5060.209473
	Iteration 59Q: 3 clusters Score -3567310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3567312.250000 Penalty: 5060.209473
	Iteration 60F: 3 clusters Score -3567312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3567316.500000 Penalty: 5060.209473
	Iteration 61Q: 3 clusters Score -3567316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3567322.750000 Penalty: 5060.209473
	Iteration 62Q: 3 clusters Score -3567323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3567319.750000 Penalty: 5060.209473
	Iteration 63Q: 3 clusters Score -3567320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3567320.250000 Penalty: 5060.209473
	Iteration 64Q: 3 clusters Score -3567320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3567323.250000 Penalty: 5060.209473
	Iteration 65Q: 3 clusters Score -3567323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3567323.500000 Penalty: 5060.209473
	Iteration 66Q: 3 clusters Score -3567324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3567322.750000 Penalty: 5060.209473
	Iteration 67Q: 3 clusters Score -3567323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3567323.250000 Penalty: 5060.209473
	Iteration 68Q: 3 clusters Score -3567323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3567323.250000 Penalty: 5060.209473
	Iteration 69F: 3 clusters Score -3567323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (68597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68597 members 
Entering Unmasked Estep 
Score: -9248424.000000 Penalty: 2761.729004
	Iteration 0F: 2 clusters Score -9248424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -9202415.000000 Penalty: 5523.458008
	Iteration 0F: 3 clusters Score -9202415 nChanged 31830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -9220228.000000 Penalty: 5523.458008
	Iteration 1F: 3 clusters Score -9220228 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -9220962.000000 Penalty: 5523.458008
	Iteration 2Q: 3 clusters Score -9220962 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -9221928.000000 Penalty: 5523.458008
	Iteration 3Q: 3 clusters Score -9221928 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -9223396.000000 Penalty: 5523.458008
	Iteration 4Q: 3 clusters Score -9223396 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -9225586.000000 Penalty: 5523.458008
	Iteration 5F: 3 clusters Score -9225586 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -9228292.000000 Penalty: 5523.458008
	Iteration 6F: 3 clusters Score -9228292 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -9231036.000000 Penalty: 5523.458008
	Iteration 7F: 3 clusters Score -9231036 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -9233604.000000 Penalty: 5523.458008
	Iteration 8F: 3 clusters Score -9233604 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -9235672.000000 Penalty: 5523.458008
	Iteration 9F: 3 clusters Score -9235672 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -9237564.000000 Penalty: 5523.458008
	Iteration 10Q: 3 clusters Score -9237564 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -9239300.000000 Penalty: 5523.458008
	Iteration 11Q: 3 clusters Score -9239300 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -9240681.000000 Penalty: 5523.458008
	Iteration 12Q: 3 clusters Score -9240681 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -9241432.000000 Penalty: 5523.458008
	Iteration 13Q: 3 clusters Score -9241432 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -9241804.000000 Penalty: 5523.458008
	Iteration 14Q: 3 clusters Score -9241804 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -9242033.000000 Penalty: 5523.458008
	Iteration 15Q: 3 clusters Score -9242033 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -9242237.000000 Penalty: 5523.458008
	Iteration 16Q: 3 clusters Score -9242237 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -9242493.000000 Penalty: 5523.458008
	Iteration 17Q: 3 clusters Score -9242493 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -9242722.000000 Penalty: 5523.458008
	Iteration 18Q: 3 clusters Score -9242722 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -9242871.000000 Penalty: 5523.458008
	Iteration 19Q: 3 clusters Score -9242871 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -9243070.000000 Penalty: 5523.458008
	Iteration 20F: 3 clusters Score -9243070 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52054 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -9243241.000000 Penalty: 5523.458008
	Iteration 21Q: 3 clusters Score -9243241 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -9243380.000000 Penalty: 5523.458008
	Iteration 22Q: 3 clusters Score -9243380 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -9243541.000000 Penalty: 5523.458008
	Iteration 23Q: 3 clusters Score -9243541 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53868 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -9243640.000000 Penalty: 5523.458008
	Iteration 24Q: 3 clusters Score -9243640 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -9243767.000000 Penalty: 5523.458008
	Iteration 25Q: 3 clusters Score -9243767 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -9243874.000000 Penalty: 5523.458008
	Iteration 26Q: 3 clusters Score -9243874 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -9244077.000000 Penalty: 5523.458008
	Iteration 27Q: 3 clusters Score -9244077 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56282 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -9244205.000000 Penalty: 5523.458008
	Iteration 28Q: 3 clusters Score -9244205 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -9244328.000000 Penalty: 5523.458008
	Iteration 29Q: 3 clusters Score -9244328 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -9244498.000000 Penalty: 5523.458008
	Iteration 30Q: 3 clusters Score -9244498 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -9244598.000000 Penalty: 5523.458008
	Iteration 31Q: 3 clusters Score -9244598 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -9244780.000000 Penalty: 5523.458008
	Iteration 32Q: 3 clusters Score -9244780 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59062 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -9244890.000000 Penalty: 5523.458008
	Iteration 33Q: 3 clusters Score -9244890 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59592 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -9245050.000000 Penalty: 5523.458008
	Iteration 34Q: 3 clusters Score -9245050 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60128 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -9245187.000000 Penalty: 5523.458008
	Iteration 35Q: 3 clusters Score -9245187 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -9245289.000000 Penalty: 5523.458008
	Iteration 36Q: 3 clusters Score -9245289 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61059 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -9245404.000000 Penalty: 5523.458008
	Iteration 37Q: 3 clusters Score -9245404 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61497 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -9245529.000000 Penalty: 5523.458008
	Iteration 38Q: 3 clusters Score -9245529 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61903 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -9245633.000000 Penalty: 5523.458008
	Iteration 39Q: 3 clusters Score -9245633 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -9245742.000000 Penalty: 5523.458008
	Iteration 40F: 3 clusters Score -9245742 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62601 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -9245844.000000 Penalty: 5523.458008
	Iteration 41Q: 3 clusters Score -9245844 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -9245957.000000 Penalty: 5523.458008
	Iteration 42Q: 3 clusters Score -9245957 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63219 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -9246045.000000 Penalty: 5523.458008
	Iteration 43Q: 3 clusters Score -9246045 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -9246093.000000 Penalty: 5523.458008
	Iteration 44Q: 3 clusters Score -9246093 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63758 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -9246146.000000 Penalty: 5523.458008
	Iteration 45Q: 3 clusters Score -9246146 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63991 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -9246213.000000 Penalty: 5523.458008
	Iteration 46Q: 3 clusters Score -9246213 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64201 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -9246303.000000 Penalty: 5523.458008
	Iteration 47Q: 3 clusters Score -9246303 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64417 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -9246335.000000 Penalty: 5523.458008
	Iteration 48Q: 3 clusters Score -9246335 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64608 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -9246397.000000 Penalty: 5523.458008
	Iteration 49Q: 3 clusters Score -9246397 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64785 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -9246431.000000 Penalty: 5523.458008
	Iteration 50Q: 3 clusters Score -9246431 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -9246458.000000 Penalty: 5523.458008
	Iteration 51Q: 3 clusters Score -9246458 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65058 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -9246476.000000 Penalty: 5523.458008
	Iteration 52Q: 3 clusters Score -9246476 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -9246496.000000 Penalty: 5523.458008
	Iteration 53Q: 3 clusters Score -9246496 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65323 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -9246534.000000 Penalty: 5523.458008
	Iteration 54Q: 3 clusters Score -9246534 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65433 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -9246546.000000 Penalty: 5523.458008
	Iteration 55Q: 3 clusters Score -9246546 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65527 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -9246553.000000 Penalty: 5523.458008
	Iteration 56Q: 3 clusters Score -9246553 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -9246600.000000 Penalty: 5523.458008
	Iteration 57Q: 3 clusters Score -9246600 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -9246614.000000 Penalty: 5523.458008
	Iteration 58Q: 3 clusters Score -9246614 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65753 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -9246633.000000 Penalty: 5523.458008
	Iteration 59Q: 3 clusters Score -9246633 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65814 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -9246645.000000 Penalty: 5523.458008
	Iteration 60F: 3 clusters Score -9246645 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65866 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -9246645.000000 Penalty: 5523.458008
	Iteration 61Q: 3 clusters Score -9246645 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65909 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -9246656.000000 Penalty: 5523.458008
	Iteration 62Q: 3 clusters Score -9246656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65943 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -9246668.000000 Penalty: 5523.458008
	Iteration 63Q: 3 clusters Score -9246668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65971 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -9246678.000000 Penalty: 5523.458008
	Iteration 64Q: 3 clusters Score -9246678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65994 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -9246687.000000 Penalty: 5523.458008
	Iteration 65Q: 3 clusters Score -9246687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66010 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -9246674.000000 Penalty: 5523.458008
	Iteration 66Q: 3 clusters Score -9246674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66026 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -9246686.000000 Penalty: 5523.458008
	Iteration 67Q: 3 clusters Score -9246686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66042 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -9246689.000000 Penalty: 5523.458008
	Iteration 68Q: 3 clusters Score -9246689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -9246685.000000 Penalty: 5523.458008
	Iteration 69Q: 3 clusters Score -9246685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -9246674.000000 Penalty: 5523.458008
	Iteration 70Q: 3 clusters Score -9246674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -9246673.000000 Penalty: 5523.458008
	Iteration 71Q: 3 clusters Score -9246673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66064 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -9246678.000000 Penalty: 5523.458008
	Iteration 72Q: 3 clusters Score -9246678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66068 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -9246679.000000 Penalty: 5523.458008
	Iteration 73Q: 3 clusters Score -9246679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66070 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -9246684.000000 Penalty: 5523.458008
	Iteration 74Q: 3 clusters Score -9246684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66072 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -9246684.000000 Penalty: 5523.458008
	Iteration 75Q: 3 clusters Score -9246684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66075 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -9246685.000000 Penalty: 5523.458008
	Iteration 76Q: 3 clusters Score -9246685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66081 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -9246691.000000 Penalty: 5523.458008
	Iteration 77Q: 3 clusters Score -9246691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66086 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -9246699.000000 Penalty: 5523.458008
	Iteration 78Q: 3 clusters Score -9246699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66092 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -9246699.000000 Penalty: 5523.458008
	Iteration 79Q: 3 clusters Score -9246699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66097 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -9246695.000000 Penalty: 5523.458008
	Iteration 80F: 3 clusters Score -9246695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -9246702.000000 Penalty: 5523.458008
	Iteration 81Q: 3 clusters Score -9246702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -9246698.000000 Penalty: 5523.458008
	Iteration 82Q: 3 clusters Score -9246698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66111 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -9246704.000000 Penalty: 5523.458008
	Iteration 83Q: 3 clusters Score -9246704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66114 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -9246702.000000 Penalty: 5523.458008
	Iteration 84Q: 3 clusters Score -9246702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66121 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -9246695.000000 Penalty: 5523.458008
	Iteration 85Q: 3 clusters Score -9246695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66129 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -9246696.000000 Penalty: 5523.458008
	Iteration 86Q: 3 clusters Score -9246696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66134 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -9246695.000000 Penalty: 5523.458008
	Iteration 87Q: 3 clusters Score -9246695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66138 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -9246699.000000 Penalty: 5523.458008
	Iteration 88Q: 3 clusters Score -9246699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66141 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -9246694.000000 Penalty: 5523.458008
	Iteration 89Q: 3 clusters Score -9246694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66144 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -9246696.000000 Penalty: 5523.458008
	Iteration 90Q: 3 clusters Score -9246696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66145 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -9246697.000000 Penalty: 5523.458008
	Iteration 91Q: 3 clusters Score -9246697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66146 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -9246702.000000 Penalty: 5523.458008
	Iteration 92Q: 3 clusters Score -9246702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66149 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -9246700.000000 Penalty: 5523.458008
	Iteration 93Q: 3 clusters Score -9246700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66154 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -9246702.000000 Penalty: 5523.458008
	Iteration 94Q: 3 clusters Score -9246702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -9246698.000000 Penalty: 5523.458008
	Iteration 95Q: 3 clusters Score -9246698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66159 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -9246701.000000 Penalty: 5523.458008
	Iteration 96Q: 3 clusters Score -9246701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66163 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -9246702.000000 Penalty: 5523.458008
	Iteration 97Q: 3 clusters Score -9246702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66165 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -9246701.000000 Penalty: 5523.458008
	Iteration 98Q: 3 clusters Score -9246701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66168 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -9246707.000000 Penalty: 5523.458008
	Iteration 99Q: 3 clusters Score -9246707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66168 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -9246705.000000 Penalty: 5523.458008
	Iteration 100F: 3 clusters Score -9246705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (165985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165985 members 
Entering Unmasked Estep 
Score: -22449144.000000 Penalty: 2980.873779
	Iteration 0F: 2 clusters Score -2.244914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82653 members 
Mstep: Class 2 contains 83332 members 
Entering Unmasked Estep 
Score: -22340648.000000 Penalty: 5961.747559
	Iteration 0F: 3 clusters Score -2.234065e+07 nChanged 79488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 89060 members 
Entering Unmasked Estep 
Score: -22386994.000000 Penalty: 5961.747559
	Iteration 1F: 3 clusters Score -2.238699e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73212 members 
Mstep: Class 2 contains 92773 members 
Entering Unmasked Estep 
Score: -22388710.000000 Penalty: 5961.747559
	Iteration 2Q: 3 clusters Score -2.238871e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67482 members 
Mstep: Class 2 contains 98503 members 
Entering Unmasked Estep 
Score: -22391256.000000 Penalty: 5961.747559
	Iteration 3Q: 3 clusters Score -2.239126e+07 nChanged 9280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 107055 members 
Entering Unmasked Estep 
Score: -22396212.000000 Penalty: 5961.747559
	Iteration 4F: 3 clusters Score -2.239621e+07 nChanged 12368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 118993 members 
Entering Unmasked Estep 
Score: -22405210.000000 Penalty: 5961.747559
	Iteration 5F: 3 clusters Score -2.240521e+07 nChanged 14520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 133253 members 
Entering Unmasked Estep 
Score: -22418168.000000 Penalty: 5961.747559
	Iteration 6F: 3 clusters Score -2.241817e+07 nChanged 13727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 146832 members 
Entering Unmasked Estep 
Score: -22431456.000000 Penalty: 5961.747559
	Iteration 7F: 3 clusters Score -2.243146e+07 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 156575 members 
Entering Unmasked Estep 
Score: -22440736.000000 Penalty: 5961.747559
	Iteration 8F: 3 clusters Score -2.244074e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 162018 members 
Entering Unmasked Estep 
Score: -22444826.000000 Penalty: 5961.747559
	Iteration 9Q: 3 clusters Score -2.244483e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 164332 members 
Entering Unmasked Estep 
Score: -22445960.000000 Penalty: 5961.747559
	Iteration 10Q: 3 clusters Score -2.244596e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 165139 members 
Entering Unmasked Estep 
Score: -22446326.000000 Penalty: 5961.747559
	Iteration 11Q: 3 clusters Score -2.244633e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 165426 members 
Entering Unmasked Estep 
Score: -22446446.000000 Penalty: 5961.747559
	Iteration 12Q: 3 clusters Score -2.244645e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 165531 members 
Entering Unmasked Estep 
Score: -22446514.000000 Penalty: 5961.747559
	Iteration 13Q: 3 clusters Score -2.244651e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 165580 members 
Entering Unmasked Estep 
Score: -22446548.000000 Penalty: 5961.747559
	Iteration 14Q: 3 clusters Score -2.244655e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 165604 members 
Entering Unmasked Estep 
Score: -22446586.000000 Penalty: 5961.747559
	Iteration 15Q: 3 clusters Score -2.244659e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 165612 members 
Entering Unmasked Estep 
Score: -22446618.000000 Penalty: 5961.747559
	Iteration 16Q: 3 clusters Score -2.244662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 165624 members 
Entering Unmasked Estep 
Score: -22446610.000000 Penalty: 5961.747559
	Iteration 17Q: 3 clusters Score -2.244661e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 165637 members 
Entering Unmasked Estep 
Score: -22446610.000000 Penalty: 5961.747559
	Iteration 18Q: 3 clusters Score -2.244661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 165644 members 
Entering Unmasked Estep 
Score: -22446632.000000 Penalty: 5961.747559
	Iteration 19Q: 3 clusters Score -2.244663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 165650 members 
Entering Unmasked Estep 
Score: -22446644.000000 Penalty: 5961.747559
	Iteration 20F: 3 clusters Score -2.244664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 165654 members 
Entering Unmasked Estep 
Score: -22446664.000000 Penalty: 5961.747559
	Iteration 21Q: 3 clusters Score -2.244666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 165656 members 
Entering Unmasked Estep 
Score: -22446662.000000 Penalty: 5961.747559
	Iteration 22Q: 3 clusters Score -2.244666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 165658 members 
Entering Unmasked Estep 
Score: -22446674.000000 Penalty: 5961.747559
	Iteration 23Q: 3 clusters Score -2.244667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 165657 members 
Entering Unmasked Estep 
Score: -22446658.000000 Penalty: 5961.747559
	Iteration 24Q: 3 clusters Score -2.244666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 165655 members 
Entering Unmasked Estep 
Score: -22446670.000000 Penalty: 5961.747559
	Iteration 25Q: 3 clusters Score -2.244667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 165657 members 
Entering Unmasked Estep 
Score: -22446664.000000 Penalty: 5961.747559
	Iteration 26Q: 3 clusters Score -2.244666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 165656 members 
Entering Unmasked Estep 
Score: -22446664.000000 Penalty: 5961.747559
	Iteration 27Q: 3 clusters Score -2.244666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 165657 members 
Entering Unmasked Estep 
Score: -22446670.000000 Penalty: 5961.747559
	Iteration 28Q: 3 clusters Score -2.244667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 165657 members 
Entering Unmasked Estep 
Score: -22446670.000000 Penalty: 5961.747559
	Iteration 29F: 3 clusters Score -2.244667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Entering Unmasked Estep 
Score: -6376269.000000 Penalty: 2670.281250
	Iteration 0F: 2 clusters Score -6376269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -6344054.500000 Penalty: 5340.562500
	Iteration 0F: 3 clusters Score -6344054 nChanged 21983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -6356087.000000 Penalty: 5340.562500
	Iteration 1F: 3 clusters Score -6356087 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -6356783.500000 Penalty: 5340.562500
	Iteration 2Q: 3 clusters Score -6356784 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -6357734.000000 Penalty: 5340.562500
	Iteration 3Q: 3 clusters Score -6357734 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -6359012.000000 Penalty: 5340.562500
	Iteration 4Q: 3 clusters Score -6359012 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -6360458.500000 Penalty: 5340.562500
	Iteration 5F: 3 clusters Score -6360458 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -6362079.500000 Penalty: 5340.562500
	Iteration 6F: 3 clusters Score -6362080 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -6363650.500000 Penalty: 5340.562500
	Iteration 7F: 3 clusters Score -6363650 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -6364952.500000 Penalty: 5340.562500
	Iteration 8F: 3 clusters Score -6364952 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -6366012.500000 Penalty: 5340.562500
	Iteration 9Q: 3 clusters Score -6366012 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -6366954.000000 Penalty: 5340.562500
	Iteration 10Q: 3 clusters Score -6366954 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -6367708.500000 Penalty: 5340.562500
	Iteration 11Q: 3 clusters Score -6367708 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -6368331.500000 Penalty: 5340.562500
	Iteration 12Q: 3 clusters Score -6368332 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -6368851.500000 Penalty: 5340.562500
	Iteration 13Q: 3 clusters Score -6368852 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -6369216.000000 Penalty: 5340.562500
	Iteration 14Q: 3 clusters Score -6369216 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -6369388.500000 Penalty: 5340.562500
	Iteration 15Q: 3 clusters Score -6369388 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -6369546.500000 Penalty: 5340.562500
	Iteration 16Q: 3 clusters Score -6369546 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -6369657.500000 Penalty: 5340.562500
	Iteration 17Q: 3 clusters Score -6369658 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -6369735.000000 Penalty: 5340.562500
	Iteration 18Q: 3 clusters Score -6369735 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -6369830.000000 Penalty: 5340.562500
	Iteration 19Q: 3 clusters Score -6369830 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -6369914.000000 Penalty: 5340.562500
	Iteration 20F: 3 clusters Score -6369914 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -6370025.000000 Penalty: 5340.562500
	Iteration 21Q: 3 clusters Score -6370025 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -6370088.000000 Penalty: 5340.562500
	Iteration 22Q: 3 clusters Score -6370088 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -6370154.000000 Penalty: 5340.562500
	Iteration 23Q: 3 clusters Score -6370154 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -6370251.000000 Penalty: 5340.562500
	Iteration 24Q: 3 clusters Score -6370251 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -6370315.500000 Penalty: 5340.562500
	Iteration 25Q: 3 clusters Score -6370316 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -6370405.000000 Penalty: 5340.562500
	Iteration 26Q: 3 clusters Score -6370405 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -6370468.000000 Penalty: 5340.562500
	Iteration 27Q: 3 clusters Score -6370468 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -6370544.000000 Penalty: 5340.562500
	Iteration 28Q: 3 clusters Score -6370544 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -6370654.000000 Penalty: 5340.562500
	Iteration 29Q: 3 clusters Score -6370654 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -6370731.000000 Penalty: 5340.562500
	Iteration 30Q: 3 clusters Score -6370731 nChanged 461
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -6370837.500000 Penalty: 5340.562500
	Iteration 31Q: 3 clusters Score -6370838 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -6370943.500000 Penalty: 5340.562500
	Iteration 32Q: 3 clusters Score -6370944 nChanged 474
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -6371014.000000 Penalty: 5340.562500
	Iteration 33Q: 3 clusters Score -6371014 nChanged 473
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -6371103.500000 Penalty: 5340.562500
	Iteration 34Q: 3 clusters Score -6371104 nChanged 452
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -6371180.000000 Penalty: 5340.562500
	Iteration 35Q: 3 clusters Score -6371180 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -6371252.500000 Penalty: 5340.562500
	Iteration 36Q: 3 clusters Score -6371252 nChanged 444
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -6371414.500000 Penalty: 5340.562500
	Iteration 37Q: 3 clusters Score -6371414 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -6371495.000000 Penalty: 5340.562500
	Iteration 38Q: 3 clusters Score -6371495 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -6371617.000000 Penalty: 5340.562500
	Iteration 39Q: 3 clusters Score -6371617 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -6371705.000000 Penalty: 5340.562500
	Iteration 40F: 3 clusters Score -6371705 nChanged 449
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6371798 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -6371915.000000 Penalty: 5340.562500
	Iteration 42Q: 3 clusters Score -6371915 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -6372006.000000 Penalty: 5340.562500
	Iteration 43Q: 3 clusters Score -6372006 nChanged 434
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -6372090.000000 Penalty: 5340.562500
	Iteration 44Q: 3 clusters Score -6372090 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -6372156.000000 Penalty: 5340.562500
	Iteration 45Q: 3 clusters Score -6372156 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -6372277.000000 Penalty: 5340.562500
	Iteration 46Q: 3 clusters Score -6372277 nChanged 430
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -6372361.000000 Penalty: 5340.562500
	Iteration 47Q: 3 clusters Score -6372361 nChanged 428
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -6372460.000000 Penalty: 5340.562500
	Iteration 48Q: 3 clusters Score -6372460 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -6372570.500000 Penalty: 5340.562500
	Iteration 49Q: 3 clusters Score -6372570 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -6372682.500000 Penalty: 5340.562500
	Iteration 50Q: 3 clusters Score -6372682 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -6372759.000000 Penalty: 5340.562500
	Iteration 51Q: 3 clusters Score -6372759 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -6372895.000000 Penalty: 5340.562500
	Iteration 52Q: 3 clusters Score -6372895 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -6372993.000000 Penalty: 5340.562500
	Iteration 53Q: 3 clusters Score -6372993 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -6373094.500000 Penalty: 5340.562500
	Iteration 54Q: 3 clusters Score -6373094 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -6373162.000000 Penalty: 5340.562500
	Iteration 55Q: 3 clusters Score -6373162 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -6373325.000000 Penalty: 5340.562500
	Iteration 56Q: 3 clusters Score -6373325 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -6373411.500000 Penalty: 5340.562500
	Iteration 57Q: 3 clusters Score -6373412 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -6373531.500000 Penalty: 5340.562500
	Iteration 58Q: 3 clusters Score -6373532 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -6373667.000000 Penalty: 5340.562500
	Iteration 59Q: 3 clusters Score -6373667 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -6373757.000000 Penalty: 5340.562500
	Iteration 60F: 3 clusters Score -6373757 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -6373826.500000 Penalty: 5340.562500
	Iteration 61Q: 3 clusters Score -6373826 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -6373930.500000 Penalty: 5340.562500
	Iteration 62Q: 3 clusters Score -6373930 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -6373966.000000 Penalty: 5340.562500
	Iteration 63Q: 3 clusters Score -6373966 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -6374009.500000 Penalty: 5340.562500
	Iteration 64Q: 3 clusters Score -6374010 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -6374047.500000 Penalty: 5340.562500
	Iteration 65Q: 3 clusters Score -6374048 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -6374097.500000 Penalty: 5340.562500
	Iteration 66Q: 3 clusters Score -6374098 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -6374156.500000 Penalty: 5340.562500
	Iteration 67Q: 3 clusters Score -6374156 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -6374209.500000 Penalty: 5340.562500
	Iteration 68Q: 3 clusters Score -6374210 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -6374237.500000 Penalty: 5340.562500
	Iteration 69Q: 3 clusters Score -6374238 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -6374269.000000 Penalty: 5340.562500
	Iteration 70Q: 3 clusters Score -6374269 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -6374297.500000 Penalty: 5340.562500
	Iteration 71Q: 3 clusters Score -6374298 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -6374331.000000 Penalty: 5340.562500
	Iteration 72Q: 3 clusters Score -6374331 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -6374380.500000 Penalty: 5340.562500
	Iteration 73Q: 3 clusters Score -6374380 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -6374396.500000 Penalty: 5340.562500
	Iteration 74Q: 3 clusters Score -6374396 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -6374437.000000 Penalty: 5340.562500
	Iteration 75Q: 3 clusters Score -6374437 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -6374466.000000 Penalty: 5340.562500
	Iteration 76Q: 3 clusters Score -6374466 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -6374490.000000 Penalty: 5340.562500
	Iteration 77Q: 3 clusters Score -6374490 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -6374501.500000 Penalty: 5340.562500
	Iteration 78Q: 3 clusters Score -6374502 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -6374533.000000 Penalty: 5340.562500
	Iteration 79Q: 3 clusters Score -6374533 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -6374557.000000 Penalty: 5340.562500
	Iteration 80F: 3 clusters Score -6374557 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -6374566.000000 Penalty: 5340.562500
	Iteration 81Q: 3 clusters Score -6374566 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -6374579.500000 Penalty: 5340.562500
	Iteration 82Q: 3 clusters Score -6374580 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -6374592.500000 Penalty: 5340.562500
	Iteration 83Q: 3 clusters Score -6374592 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -6374595.000000 Penalty: 5340.562500
	Iteration 84Q: 3 clusters Score -6374595 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -6374628.000000 Penalty: 5340.562500
	Iteration 85Q: 3 clusters Score -6374628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -6374620.000000 Penalty: 5340.562500
	Iteration 86Q: 3 clusters Score -6374620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -6374622.500000 Penalty: 5340.562500
	Iteration 87Q: 3 clusters Score -6374622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -6374624.000000 Penalty: 5340.562500
	Iteration 88Q: 3 clusters Score -6374624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -6374633.000000 Penalty: 5340.562500
	Iteration 89Q: 3 clusters Score -6374633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -6374623.500000 Penalty: 5340.562500
	Iteration 90Q: 3 clusters Score -6374624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6374633.500000 Penalty: 5340.562500
	Iteration 91Q: 3 clusters Score -6374634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -6374634.500000 Penalty: 5340.562500
	Iteration 92Q: 3 clusters Score -6374634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -6374651.500000 Penalty: 5340.562500
	Iteration 93Q: 3 clusters Score -6374652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -6374657.500000 Penalty: 5340.562500
	Iteration 94Q: 3 clusters Score -6374658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -6374659.000000 Penalty: 5340.562500
	Iteration 95Q: 3 clusters Score -6374659 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -6374662.500000 Penalty: 5340.562500
	Iteration 96Q: 3 clusters Score -6374662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -6374653.500000 Penalty: 5340.562500
	Iteration 97Q: 3 clusters Score -6374654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -6374660.000000 Penalty: 5340.562500
	Iteration 98Q: 3 clusters Score -6374660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -6374660.500000 Penalty: 5340.562500
	Iteration 99Q: 3 clusters Score -6374660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -6374669.000000 Penalty: 5340.562500
	Iteration 100F: 3 clusters Score -6374669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -6374675.000000 Penalty: 5340.562500
	Iteration 101Q: 3 clusters Score -6374675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -6374669.000000 Penalty: 5340.562500
	Iteration 102Q: 3 clusters Score -6374669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -6374675.500000 Penalty: 5340.562500
	Iteration 103Q: 3 clusters Score -6374676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -6374679.000000 Penalty: 5340.562500
	Iteration 104Q: 3 clusters Score -6374679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -6374693.500000 Penalty: 5340.562500
	Iteration 105Q: 3 clusters Score -6374694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45158 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -6374699.000000 Penalty: 5340.562500
	Iteration 106Q: 3 clusters Score -6374699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -6374701.500000 Penalty: 5340.562500
	Iteration 107Q: 3 clusters Score -6374702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -6374708.000000 Penalty: 5340.562500
	Iteration 108Q: 3 clusters Score -6374708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -6374714.000000 Penalty: 5340.562500
	Iteration 109Q: 3 clusters Score -6374714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -6374708.500000 Penalty: 5340.562500
	Iteration 110Q: 3 clusters Score -6374708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -6374718.500000 Penalty: 5340.562500
	Iteration 111Q: 3 clusters Score -6374718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -6374720.500000 Penalty: 5340.562500
	Iteration 112Q: 3 clusters Score -6374720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -6374717.500000 Penalty: 5340.562500
	Iteration 113Q: 3 clusters Score -6374718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -6374707.500000 Penalty: 5340.562500
	Iteration 114Q: 3 clusters Score -6374708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -6374710.000000 Penalty: 5340.562500
	Iteration 115Q: 3 clusters Score -6374710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -6374713.000000 Penalty: 5340.562500
	Iteration 116Q: 3 clusters Score -6374713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -6374712.000000 Penalty: 5340.562500
	Iteration 117Q: 3 clusters Score -6374712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -6374712.000000 Penalty: 5340.562500
	Iteration 118Q: 3 clusters Score -6374712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -6374711.000000 Penalty: 5340.562500
	Iteration 119Q: 3 clusters Score -6374711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6374714.000000 Penalty: 5340.562500
	Iteration 120F: 3 clusters Score -6374714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -6374719.000000 Penalty: 5340.562500
	Iteration 121Q: 3 clusters Score -6374719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -6374719.000000 Penalty: 5340.562500
	Iteration 122F: 3 clusters Score -6374719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -45004.183594 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -45004.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43581.566406 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -43581.57 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43728.359375 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -43728.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43792.855469 Penalty: 2956.658691
	Iteration 2Q: 3 clusters Score -43792.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43839.507812 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -43839.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43899.921875 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -43899.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43974.085938 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -43974.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44049.765625 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -44049.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44198.859375 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -44198.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44257.832031 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -44257.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44302.722656 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -44302.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44337.363281 Penalty: 2956.658691
	Iteration 10Q: 3 clusters Score -44337.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44372.894531 Penalty: 2956.658691
	Iteration 11Q: 3 clusters Score -44372.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -44418.101562 Penalty: 2956.658691
	Iteration 12Q: 3 clusters Score -44418.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44452.527344 Penalty: 2956.658691
	Iteration 13Q: 3 clusters Score -44452.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -44502.875000 Penalty: 2956.658691
	Iteration 14Q: 3 clusters Score -44502.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -44579.414062 Penalty: 2956.658691
	Iteration 15Q: 3 clusters Score -44579.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -44646.492188 Penalty: 2956.658691
	Iteration 16Q: 3 clusters Score -44646.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -44679.640625 Penalty: 2956.658691
	Iteration 17Q: 3 clusters Score -44679.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -44689.910156 Penalty: 2956.658691
	Iteration 18Q: 3 clusters Score -44689.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -44712.140625 Penalty: 2956.658691
	Iteration 19Q: 3 clusters Score -44712.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -44774.031250 Penalty: 2956.658691
	Iteration 20F: 3 clusters Score -44774.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -44875.273438 Penalty: 2956.658691
	Iteration 21Q: 3 clusters Score -44875.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -44879.691406 Penalty: 2956.658691
	Iteration 22Q: 3 clusters Score -44879.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -44893.976562 Penalty: 2956.658691
	Iteration 23Q: 3 clusters Score -44893.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -44912.332031 Penalty: 2956.658691
	Iteration 24Q: 3 clusters Score -44912.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -44925.066406 Penalty: 2956.658691
	Iteration 25Q: 3 clusters Score -44925.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -44925.066406 Penalty: 2956.658691
	Iteration 26F: 3 clusters Score -44925.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (93699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93699 members 
Entering Unmasked Estep 
Score: -12146266.000000 Penalty: 2839.064941
	Iteration 0F: 2 clusters Score -1.214627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -12083788.000000 Penalty: 5678.129883
	Iteration 0F: 3 clusters Score -1.208379e+07 nChanged 44245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -12109183.000000 Penalty: 5678.129883
	Iteration 1F: 3 clusters Score -1.210918e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -12110447.000000 Penalty: 5678.129883
	Iteration 2Q: 3 clusters Score -1.211045e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -12112292.000000 Penalty: 5678.129883
	Iteration 3Q: 3 clusters Score -1.211229e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -12115141.000000 Penalty: 5678.129883
	Iteration 4F: 3 clusters Score -1.211514e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 56473 members 
Entering Unmasked Estep 
Score: -12119332.000000 Penalty: 5678.129883
	Iteration 5F: 3 clusters Score -1.211933e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 59444 members 
Entering Unmasked Estep 
Score: -12124048.000000 Penalty: 5678.129883
	Iteration 6F: 3 clusters Score -1.212405e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 62901 members 
Entering Unmasked Estep 
Score: -12128647.000000 Penalty: 5678.129883
	Iteration 7F: 3 clusters Score -1.212865e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 66476 members 
Entering Unmasked Estep 
Score: -12131919.000000 Penalty: 5678.129883
	Iteration 8F: 3 clusters Score -1.213192e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -12134168.000000 Penalty: 5678.129883
	Iteration 9Q: 3 clusters Score -1.213417e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -12135880.000000 Penalty: 5678.129883
	Iteration 10Q: 3 clusters Score -1.213588e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 76192 members 
Entering Unmasked Estep 
Score: -12137247.000000 Penalty: 5678.129883
	Iteration 11Q: 3 clusters Score -1.213725e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 79045 members 
Entering Unmasked Estep 
Score: -12138433.000000 Penalty: 5678.129883
	Iteration 12Q: 3 clusters Score -1.213843e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 81534 members 
Entering Unmasked Estep 
Score: -12139534.000000 Penalty: 5678.129883
	Iteration 13Q: 3 clusters Score -1.213953e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 83782 members 
Entering Unmasked Estep 
Score: -12140343.000000 Penalty: 5678.129883
	Iteration 14Q: 3 clusters Score -1.214034e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -12141198.000000 Penalty: 5678.129883
	Iteration 15Q: 3 clusters Score -1.21412e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 87269 members 
Entering Unmasked Estep 
Score: -12141879.000000 Penalty: 5678.129883
	Iteration 16Q: 3 clusters Score -1.214188e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 88479 members 
Entering Unmasked Estep 
Score: -12142330.000000 Penalty: 5678.129883
	Iteration 17Q: 3 clusters Score -1.214233e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 89385 members 
Entering Unmasked Estep 
Score: -12142765.000000 Penalty: 5678.129883
	Iteration 18Q: 3 clusters Score -1.214276e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 90043 members 
Entering Unmasked Estep 
Score: -12143024.000000 Penalty: 5678.129883
	Iteration 19Q: 3 clusters Score -1.214302e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 90570 members 
Entering Unmasked Estep 
Score: -12143263.000000 Penalty: 5678.129883
	Iteration 20F: 3 clusters Score -1.214326e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 90963 members 
Entering Unmasked Estep 
Score: -12143430.000000 Penalty: 5678.129883
	Iteration 21Q: 3 clusters Score -1.214343e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 91247 members 
Entering Unmasked Estep 
Score: -12143546.000000 Penalty: 5678.129883
	Iteration 22Q: 3 clusters Score -1.214355e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 91460 members 
Entering Unmasked Estep 
Score: -12143595.000000 Penalty: 5678.129883
	Iteration 23Q: 3 clusters Score -1.21436e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 91630 members 
Entering Unmasked Estep 
Score: -12143662.000000 Penalty: 5678.129883
	Iteration 24Q: 3 clusters Score -1.214366e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 91775 members 
Entering Unmasked Estep 
Score: -12143743.000000 Penalty: 5678.129883
	Iteration 25Q: 3 clusters Score -1.214374e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 91892 members 
Entering Unmasked Estep 
Score: -12143779.000000 Penalty: 5678.129883
	Iteration 26Q: 3 clusters Score -1.214378e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 91974 members 
Entering Unmasked Estep 
Score: -12143818.000000 Penalty: 5678.129883
	Iteration 27Q: 3 clusters Score -1.214382e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 92031 members 
Entering Unmasked Estep 
Score: -12143852.000000 Penalty: 5678.129883
	Iteration 28Q: 3 clusters Score -1.214385e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 92071 members 
Entering Unmasked Estep 
Score: -12143888.000000 Penalty: 5678.129883
	Iteration 29Q: 3 clusters Score -1.214389e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 92107 members 
Entering Unmasked Estep 
Score: -12143915.000000 Penalty: 5678.129883
	Iteration 30Q: 3 clusters Score -1.214392e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 92144 members 
Entering Unmasked Estep 
Score: -12143919.000000 Penalty: 5678.129883
	Iteration 31Q: 3 clusters Score -1.214392e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 92176 members 
Entering Unmasked Estep 
Score: -12143926.000000 Penalty: 5678.129883
	Iteration 32Q: 3 clusters Score -1.214393e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 92205 members 
Entering Unmasked Estep 
Score: -12143942.000000 Penalty: 5678.129883
	Iteration 33Q: 3 clusters Score -1.214394e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 92218 members 
Entering Unmasked Estep 
Score: -12143948.000000 Penalty: 5678.129883
	Iteration 34Q: 3 clusters Score -1.214395e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 92227 members 
Entering Unmasked Estep 
Score: -12143963.000000 Penalty: 5678.129883
	Iteration 35Q: 3 clusters Score -1.214396e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 92240 members 
Entering Unmasked Estep 
Score: -12143972.000000 Penalty: 5678.129883
	Iteration 36Q: 3 clusters Score -1.214397e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 92251 members 
Entering Unmasked Estep 
Score: -12143972.000000 Penalty: 5678.129883
	Iteration 37Q: 3 clusters Score -1.214397e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 92264 members 
Entering Unmasked Estep 
Score: -12143992.000000 Penalty: 5678.129883
	Iteration 38Q: 3 clusters Score -1.214399e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 92276 members 
Entering Unmasked Estep 
Score: -12143994.000000 Penalty: 5678.129883
	Iteration 39Q: 3 clusters Score -1.214399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 92289 members 
Entering Unmasked Estep 
Score: -12143988.000000 Penalty: 5678.129883
	Iteration 40F: 3 clusters Score -1.214399e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 92296 members 
Entering Unmasked Estep 
Score: -12144001.000000 Penalty: 5678.129883
	Iteration 41Q: 3 clusters Score -1.2144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 92301 members 
Entering Unmasked Estep 
Score: -12144018.000000 Penalty: 5678.129883
	Iteration 42Q: 3 clusters Score -1.214402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 92302 members 
Entering Unmasked Estep 
Score: -12144010.000000 Penalty: 5678.129883
	Iteration 43Q: 3 clusters Score -1.214401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 92305 members 
Entering Unmasked Estep 
Score: -12144021.000000 Penalty: 5678.129883
	Iteration 44Q: 3 clusters Score -1.214402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 92310 members 
Entering Unmasked Estep 
Score: -12144020.000000 Penalty: 5678.129883
	Iteration 45Q: 3 clusters Score -1.214402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 92315 members 
Entering Unmasked Estep 
Score: -12144015.000000 Penalty: 5678.129883
	Iteration 46Q: 3 clusters Score -1.214402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 92318 members 
Entering Unmasked Estep 
Score: -12144021.000000 Penalty: 5678.129883
	Iteration 47Q: 3 clusters Score -1.214402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 92321 members 
Entering Unmasked Estep 
Score: -12144022.000000 Penalty: 5678.129883
	Iteration 48Q: 3 clusters Score -1.214402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 92327 members 
Entering Unmasked Estep 
Score: -12144020.000000 Penalty: 5678.129883
	Iteration 49Q: 3 clusters Score -1.214402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 92332 members 
Entering Unmasked Estep 
Score: -12144027.000000 Penalty: 5678.129883
	Iteration 50Q: 3 clusters Score -1.214403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 92339 members 
Entering Unmasked Estep 
Score: -12144017.000000 Penalty: 5678.129883
	Iteration 51Q: 3 clusters Score -1.214402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 92345 members 
Entering Unmasked Estep 
Score: -12144016.000000 Penalty: 5678.129883
	Iteration 52Q: 3 clusters Score -1.214402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 92352 members 
Entering Unmasked Estep 
Score: -12144022.000000 Penalty: 5678.129883
	Iteration 53Q: 3 clusters Score -1.214402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 92359 members 
Entering Unmasked Estep 
Score: -12144024.000000 Penalty: 5678.129883
	Iteration 54Q: 3 clusters Score -1.214402e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 92369 members 
Entering Unmasked Estep 
Score: -12144032.000000 Penalty: 5678.129883
	Iteration 55Q: 3 clusters Score -1.214403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 92375 members 
Entering Unmasked Estep 
Score: -12144032.000000 Penalty: 5678.129883
	Iteration 56Q: 3 clusters Score -1.214403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 92383 members 
Entering Unmasked Estep 
Score: -12144031.000000 Penalty: 5678.129883
	Iteration 57Q: 3 clusters Score -1.214403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 92389 members 
Entering Unmasked Estep 
Score: -12144028.000000 Penalty: 5678.129883
	Iteration 58Q: 3 clusters Score -1.214403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 92391 members 
Entering Unmasked Estep 
Score: -12144038.000000 Penalty: 5678.129883
	Iteration 59Q: 3 clusters Score -1.214404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 92397 members 
Entering Unmasked Estep 
Score: -12144034.000000 Penalty: 5678.129883
	Iteration 60F: 3 clusters Score -1.214403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 92401 members 
Entering Unmasked Estep 
Score: -12144039.000000 Penalty: 5678.129883
	Iteration 61Q: 3 clusters Score -1.214404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 92403 members 
Entering Unmasked Estep 
Score: -12144034.000000 Penalty: 5678.129883
	Iteration 62Q: 3 clusters Score -1.214403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 92405 members 
Entering Unmasked Estep 
Score: -12144040.000000 Penalty: 5678.129883
	Iteration 63Q: 3 clusters Score -1.214404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 92406 members 
Entering Unmasked Estep 
Score: -12144051.000000 Penalty: 5678.129883
	Iteration 64Q: 3 clusters Score -1.214405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 92406 members 
Entering Unmasked Estep 
Score: -12144051.000000 Penalty: 5678.129883
	Iteration 65F: 3 clusters Score -1.214405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (150713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150713 members 
Entering Unmasked Estep 
Score: -20023672.000000 Penalty: 2956.937012
	Iteration 0F: 2 clusters Score -2.002367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75306 members 
Mstep: Class 2 contains 75407 members 
Entering Unmasked Estep 
Score: -19923668.000000 Penalty: 5913.874023
	Iteration 0F: 3 clusters Score -1.992367e+07 nChanged 71910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73624 members 
Mstep: Class 2 contains 77089 members 
Entering Unmasked Estep 
Score: -19965050.000000 Penalty: 5913.874023
	Iteration 1F: 3 clusters Score -1.996505e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72518 members 
Mstep: Class 2 contains 78195 members 
Entering Unmasked Estep 
Score: -19965826.000000 Penalty: 5913.874023
	Iteration 2Q: 3 clusters Score -1.996583e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70797 members 
Mstep: Class 2 contains 79916 members 
Entering Unmasked Estep 
Score: -19966768.000000 Penalty: 5913.874023
	Iteration 3Q: 3 clusters Score -1.996677e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68022 members 
Mstep: Class 2 contains 82691 members 
Entering Unmasked Estep 
Score: -19967992.000000 Penalty: 5913.874023
	Iteration 4Q: 3 clusters Score -1.996799e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63781 members 
Mstep: Class 2 contains 86932 members 
Entering Unmasked Estep 
Score: -19969668.000000 Penalty: 5913.874023
	Iteration 5Q: 3 clusters Score -1.996967e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57864 members 
Mstep: Class 2 contains 92849 members 
Entering Unmasked Estep 
Score: -19972442.000000 Penalty: 5913.874023
	Iteration 6Q: 3 clusters Score -1.997244e+07 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 101089 members 
Entering Unmasked Estep 
Score: -19977418.000000 Penalty: 5913.874023
	Iteration 7F: 3 clusters Score -1.997742e+07 nChanged 10878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 111669 members 
Entering Unmasked Estep 
Score: -19985088.000000 Penalty: 5913.874023
	Iteration 8F: 3 clusters Score -1.998509e+07 nChanged 12302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 123851 members 
Entering Unmasked Estep 
Score: -19995646.000000 Penalty: 5913.874023
	Iteration 9F: 3 clusters Score -1.999565e+07 nChanged 11736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 135557 members 
Entering Unmasked Estep 
Score: -20006910.000000 Penalty: 5913.874023
	Iteration 10F: 3 clusters Score -2.000691e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 143929 members 
Entering Unmasked Estep 
Score: -20015094.000000 Penalty: 5913.874023
	Iteration 11F: 3 clusters Score -2.001509e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 148135 members 
Entering Unmasked Estep 
Score: -20019052.000000 Penalty: 5913.874023
	Iteration 12Q: 3 clusters Score -2.001905e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 149698 members 
Entering Unmasked Estep 
Score: -20020382.000000 Penalty: 5913.874023
	Iteration 13Q: 3 clusters Score -2.002038e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 150180 members 
Entering Unmasked Estep 
Score: -20020768.000000 Penalty: 5913.874023
	Iteration 14Q: 3 clusters Score -2.002077e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 150327 members 
Entering Unmasked Estep 
Score: -20020956.000000 Penalty: 5913.874023
	Iteration 15Q: 3 clusters Score -2.002096e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 150388 members 
Entering Unmasked Estep 
Score: -20021026.000000 Penalty: 5913.874023
	Iteration 16Q: 3 clusters Score -2.002103e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 150418 members 
Entering Unmasked Estep 
Score: -20021084.000000 Penalty: 5913.874023
	Iteration 17Q: 3 clusters Score -2.002108e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 150437 members 
Entering Unmasked Estep 
Score: -20021116.000000 Penalty: 5913.874023
	Iteration 18Q: 3 clusters Score -2.002112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 150441 members 
Entering Unmasked Estep 
Score: -20021120.000000 Penalty: 5913.874023
	Iteration 19Q: 3 clusters Score -2.002112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 150445 members 
Entering Unmasked Estep 
Score: -20021110.000000 Penalty: 5913.874023
	Iteration 20F: 3 clusters Score -2.002111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 150449 members 
Entering Unmasked Estep 
Score: -20021122.000000 Penalty: 5913.874023
	Iteration 21Q: 3 clusters Score -2.002112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 150450 members 
Entering Unmasked Estep 
Score: -20021126.000000 Penalty: 5913.874023
	Iteration 22Q: 3 clusters Score -2.002113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 150451 members 
Entering Unmasked Estep 
Score: -20021130.000000 Penalty: 5913.874023
	Iteration 23Q: 3 clusters Score -2.002113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 150452 members 
Entering Unmasked Estep 
Score: -20021128.000000 Penalty: 5913.874023
	Iteration 24Q: 3 clusters Score -2.002113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 150452 members 
Entering Unmasked Estep 
Score: -20021128.000000 Penalty: 5913.874023
	Iteration 25F: 3 clusters Score -2.002113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (155551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155551 members 
Entering Unmasked Estep 
Score: -21028790.000000 Penalty: 2964.772705
	Iteration 0F: 2 clusters Score -2.102879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77658 members 
Mstep: Class 2 contains 77893 members 
Entering Unmasked Estep 
Score: -20926668.000000 Penalty: 5929.545410
	Iteration 0F: 3 clusters Score -2.092667e+07 nChanged 74238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76004 members 
Mstep: Class 2 contains 79547 members 
Entering Unmasked Estep 
Score: -20968968.000000 Penalty: 5929.545410
	Iteration 1F: 3 clusters Score -2.096897e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74885 members 
Mstep: Class 2 contains 80666 members 
Entering Unmasked Estep 
Score: -20969810.000000 Penalty: 5929.545410
	Iteration 2Q: 3 clusters Score -2.096981e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73103 members 
Mstep: Class 2 contains 82448 members 
Entering Unmasked Estep 
Score: -20970722.000000 Penalty: 5929.545410
	Iteration 3Q: 3 clusters Score -2.097072e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70175 members 
Mstep: Class 2 contains 85376 members 
Entering Unmasked Estep 
Score: -20972074.000000 Penalty: 5929.545410
	Iteration 4Q: 3 clusters Score -2.097207e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65640 members 
Mstep: Class 2 contains 89911 members 
Entering Unmasked Estep 
Score: -20974350.000000 Penalty: 5929.545410
	Iteration 5Q: 3 clusters Score -2.097435e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58794 members 
Mstep: Class 2 contains 96757 members 
Entering Unmasked Estep 
Score: -20978302.000000 Penalty: 5929.545410
	Iteration 6F: 3 clusters Score -2.09783e+07 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 106138 members 
Entering Unmasked Estep 
Score: -20984536.000000 Penalty: 5929.545410
	Iteration 7F: 3 clusters Score -2.098454e+07 nChanged 11915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 117537 members 
Entering Unmasked Estep 
Score: -20993010.000000 Penalty: 5929.545410
	Iteration 8F: 3 clusters Score -2.099301e+07 nChanged 12338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 129655 members 
Entering Unmasked Estep 
Score: -21003592.000000 Penalty: 5929.545410
	Iteration 9F: 3 clusters Score -2.100359e+07 nChanged 10888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 140449 members 
Entering Unmasked Estep 
Score: -21013604.000000 Penalty: 5929.545410
	Iteration 10F: 3 clusters Score -2.10136e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 147850 members 
Entering Unmasked Estep 
Score: -21020238.000000 Penalty: 5929.545410
	Iteration 11Q: 3 clusters Score -2.102024e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 152029 members 
Entering Unmasked Estep 
Score: -21023642.000000 Penalty: 5929.545410
	Iteration 12Q: 3 clusters Score -2.102364e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 153902 members 
Entering Unmasked Estep 
Score: -21025234.000000 Penalty: 5929.545410
	Iteration 13Q: 3 clusters Score -2.102523e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 154655 members 
Entering Unmasked Estep 
Score: -21025846.000000 Penalty: 5929.545410
	Iteration 14Q: 3 clusters Score -2.102585e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 154923 members 
Entering Unmasked Estep 
Score: -21025972.000000 Penalty: 5929.545410
	Iteration 15Q: 3 clusters Score -2.102597e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 155040 members 
Entering Unmasked Estep 
Score: -21026066.000000 Penalty: 5929.545410
	Iteration 16Q: 3 clusters Score -2.102607e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 155100 members 
Entering Unmasked Estep 
Score: -21026150.000000 Penalty: 5929.545410
	Iteration 17Q: 3 clusters Score -2.102615e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 155127 members 
Entering Unmasked Estep 
Score: -21026178.000000 Penalty: 5929.545410
	Iteration 18Q: 3 clusters Score -2.102618e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 155144 members 
Entering Unmasked Estep 
Score: -21026190.000000 Penalty: 5929.545410
	Iteration 19Q: 3 clusters Score -2.102619e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 155160 members 
Entering Unmasked Estep 
Score: -21026236.000000 Penalty: 5929.545410
	Iteration 20F: 3 clusters Score -2.102624e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 155165 members 
Entering Unmasked Estep 
Score: -21026248.000000 Penalty: 5929.545410
	Iteration 21Q: 3 clusters Score -2.102625e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 155170 members 
Entering Unmasked Estep 
Score: -21026252.000000 Penalty: 5929.545410
	Iteration 22Q: 3 clusters Score -2.102625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 155170 members 
Entering Unmasked Estep 
Score: -21026250.000000 Penalty: 5929.545410
	Iteration 23Q: 3 clusters Score -2.102625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 155171 members 
Entering Unmasked Estep 
Score: -21026264.000000 Penalty: 5929.545410
	Iteration 24Q: 3 clusters Score -2.102626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 155173 members 
Entering Unmasked Estep 
Score: -21026254.000000 Penalty: 5929.545410
	Iteration 25Q: 3 clusters Score -2.102625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 155172 members 
Entering Unmasked Estep 
Score: -21026276.000000 Penalty: 5929.545410
	Iteration 26Q: 3 clusters Score -2.102628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 155173 members 
Entering Unmasked Estep 
Score: -21026270.000000 Penalty: 5929.545410
	Iteration 27Q: 3 clusters Score -2.102627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 155174 members 
Entering Unmasked Estep 
Score: -21026272.000000 Penalty: 5929.545410
	Iteration 28Q: 3 clusters Score -2.102627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 155174 members 
Entering Unmasked Estep 
Score: -21026284.000000 Penalty: 5929.545410
	Iteration 29Q: 3 clusters Score -2.102628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 155174 members 
Entering Unmasked Estep 
Score: -21026284.000000 Penalty: 5929.545410
	Iteration 30F: 3 clusters Score -2.102628e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Entering Unmasked Estep 
Score: -377863.906250 Penalty: 1953.876465
	Iteration 0F: 2 clusters Score -377863.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -374835.843750 Penalty: 3907.752930
	Iteration 0F: 3 clusters Score -374835.8 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -375421.750000 Penalty: 3907.752930
	Iteration 1F: 3 clusters Score -375421.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -375536.687500 Penalty: 3907.752930
	Iteration 2F: 3 clusters Score -375536.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -375594.781250 Penalty: 3907.752930
	Iteration 3Q: 3 clusters Score -375594.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -375632.375000 Penalty: 3907.752930
	Iteration 4Q: 3 clusters Score -375632.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -375662.312500 Penalty: 3907.752930
	Iteration 5Q: 3 clusters Score -375662.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -375687.468750 Penalty: 3907.752930
	Iteration 6Q: 3 clusters Score -375687.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -375708.062500 Penalty: 3907.752930
	Iteration 7Q: 3 clusters Score -375708.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -375716.062500 Penalty: 3907.752930
	Iteration 8Q: 3 clusters Score -375716.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -375727.562500 Penalty: 3907.752930
	Iteration 9Q: 3 clusters Score -375727.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -375733.218750 Penalty: 3907.752930
	Iteration 10Q: 3 clusters Score -375733.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -375737.218750 Penalty: 3907.752930
	Iteration 11Q: 3 clusters Score -375737.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -375740.406250 Penalty: 3907.752930
	Iteration 12Q: 3 clusters Score -375740.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -375743.593750 Penalty: 3907.752930
	Iteration 13Q: 3 clusters Score -375743.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -375746.187500 Penalty: 3907.752930
	Iteration 14Q: 3 clusters Score -375746.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -375749.093750 Penalty: 3907.752930
	Iteration 15Q: 3 clusters Score -375749.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -375751.593750 Penalty: 3907.752930
	Iteration 16Q: 3 clusters Score -375751.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -375751.531250 Penalty: 3907.752930
	Iteration 17Q: 3 clusters Score -375751.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -375753.125000 Penalty: 3907.752930
	Iteration 18Q: 3 clusters Score -375753.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -375753.781250 Penalty: 3907.752930
	Iteration 19Q: 3 clusters Score -375753.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -375753.781250 Penalty: 3907.752930
	Iteration 20F: 3 clusters Score -375753.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -16018.585938 Penalty: 1252.364380
	Iteration 0F: 2 clusters Score -16018.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15054.435547 Penalty: 2504.728760
	Iteration 0F: 3 clusters Score -15054.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15093.415039 Penalty: 2504.728760
	Iteration 1F: 3 clusters Score -15093.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15107.015625 Penalty: 2504.728760
	Iteration 2Q: 3 clusters Score -15107.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15107.015625 Penalty: 2504.728760
	Iteration 3F: 3 clusters Score -15107.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -58088.234375 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -58088.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56579.605469 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -56579.61 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56766.390625 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -56766.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -56888.187500 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -56888.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57130.601562 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -57130.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57296.550781 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -57296.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -57365.621094 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -57365.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -57406.250000 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -57406.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -57434.796875 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -57434.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -57466.394531 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -57466.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -57474.789062 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -57474.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -57482.882812 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -57482.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -57491.234375 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -57491.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -57497.777344 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -57497.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -57505.738281 Penalty: 3060.126709
	Iteration 13Q: 3 clusters Score -57505.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -57507.953125 Penalty: 3060.126709
	Iteration 14Q: 3 clusters Score -57507.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -57510.750000 Penalty: 3060.126709
	Iteration 15Q: 3 clusters Score -57510.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -57510.750000 Penalty: 3060.126709
	Iteration 16F: 3 clusters Score -57510.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -18882.685547 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -18882.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17850.734375 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -17850.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17936.048828 Penalty: 2586.608154
	Iteration 1F: 3 clusters Score -17936.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17963.353516 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -17963.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17974.019531 Penalty: 2586.608154
	Iteration 3Q: 3 clusters Score -17974.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17974.019531 Penalty: 2586.608154
	Iteration 4F: 3 clusters Score -17974.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Entering Unmasked Estep 
Score: -898764.375000 Penalty: 2188.410645
	Iteration 0F: 2 clusters Score -898764.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -893101.687500 Penalty: 4376.821289
	Iteration 0F: 3 clusters Score -893101.7 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -894683.687500 Penalty: 4376.821289
	Iteration 1F: 3 clusters Score -894683.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -894959.750000 Penalty: 4376.821289
	Iteration 2F: 3 clusters Score -894959.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -895256.937500 Penalty: 4376.821289
	Iteration 3F: 3 clusters Score -895256.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -895586.375000 Penalty: 4376.821289
	Iteration 4F: 3 clusters Score -895586.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -895962.375000 Penalty: 4376.821289
	Iteration 5F: 3 clusters Score -895962.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -896287.125000 Penalty: 4376.821289
	Iteration 6F: 3 clusters Score -896287.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -896570.437500 Penalty: 4376.821289
	Iteration 7F: 3 clusters Score -896570.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -896818.812500 Penalty: 4376.821289
	Iteration 8Q: 3 clusters Score -896818.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -897023.000000 Penalty: 4376.821289
	Iteration 9Q: 3 clusters Score -897023 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -897157.812500 Penalty: 4376.821289
	Iteration 10Q: 3 clusters Score -897157.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -897259.500000 Penalty: 4376.821289
	Iteration 11Q: 3 clusters Score -897259.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -897314.125000 Penalty: 4376.821289
	Iteration 12Q: 3 clusters Score -897314.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -897348.000000 Penalty: 4376.821289
	Iteration 13Q: 3 clusters Score -897348 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -897371.000000 Penalty: 4376.821289
	Iteration 14Q: 3 clusters Score -897371 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -897383.812500 Penalty: 4376.821289
	Iteration 15Q: 3 clusters Score -897383.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -897390.937500 Penalty: 4376.821289
	Iteration 16Q: 3 clusters Score -897390.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -897394.562500 Penalty: 4376.821289
	Iteration 17Q: 3 clusters Score -897394.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -897399.125000 Penalty: 4376.821289
	Iteration 18Q: 3 clusters Score -897399.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -897401.562500 Penalty: 4376.821289
	Iteration 19Q: 3 clusters Score -897401.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -897400.750000 Penalty: 4376.821289
	Iteration 20F: 3 clusters Score -897400.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -897402.562500 Penalty: 4376.821289
	Iteration 21Q: 3 clusters Score -897402.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -897401.187500 Penalty: 4376.821289
	Iteration 22Q: 3 clusters Score -897401.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -897403.062500 Penalty: 4376.821289
	Iteration 23Q: 3 clusters Score -897403.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -897401.562500 Penalty: 4376.821289
	Iteration 24Q: 3 clusters Score -897401.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -897404.125000 Penalty: 4376.821289
	Iteration 25Q: 3 clusters Score -897404.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -897402.812500 Penalty: 4376.821289
	Iteration 26Q: 3 clusters Score -897402.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -897404.187500 Penalty: 4376.821289
	Iteration 27Q: 3 clusters Score -897404.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -897404.687500 Penalty: 4376.821289
	Iteration 28Q: 3 clusters Score -897404.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -897404.562500 Penalty: 4376.821289
	Iteration 29Q: 3 clusters Score -897404.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -897404.125000 Penalty: 4376.821289
	Iteration 30Q: 3 clusters Score -897404.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -897404.375000 Penalty: 4376.821289
	Iteration 31Q: 3 clusters Score -897404.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -897404.375000 Penalty: 4376.821289
	Iteration 32F: 3 clusters Score -897404.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167141 members 
Mstep: Class 5 contains 149939 members 
Mstep: Class 6 contains 150068 members 
Mstep: Class 7 contains 157561 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8340 members 
Mstep: Class 10 contains 13382 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26958 members 
Mstep: Class 13 contains 68597 members 
Mstep: Class 14 contains 165985 members 
Mstep: Class 15 contains 47442 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93699 members 
Mstep: Class 18 contains 150713 members 
Mstep: Class 19 contains 155551 members 
Mstep: Class 20 contains 2640 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464336.000000 Penalty: 84149.148438
Iteration 399Q: 25 clusters Score -1.804643e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167140 members 
Mstep: Class 5 contains 149938 members 
Mstep: Class 6 contains 150069 members 
Mstep: Class 7 contains 157554 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8339 members 
Mstep: Class 10 contains 13382 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26960 members 
Mstep: Class 13 contains 68602 members 
Mstep: Class 14 contains 165983 members 
Mstep: Class 15 contains 47446 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93700 members 
Mstep: Class 18 contains 150708 members 
Mstep: Class 19 contains 155555 members 
Mstep: Class 20 contains 2640 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464448.000000 Penalty: 84149.148438
Iteration 400F: 25 clusters Score -1.804644e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167139 members 
Mstep: Class 5 contains 149933 members 
Mstep: Class 6 contains 150070 members 
Mstep: Class 7 contains 157553 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8339 members 
Mstep: Class 10 contains 13382 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26959 members 
Mstep: Class 13 contains 68605 members 
Mstep: Class 14 contains 165994 members 
Mstep: Class 15 contains 47446 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93699 members 
Mstep: Class 18 contains 150702 members 
Mstep: Class 19 contains 155556 members 
Mstep: Class 20 contains 2639 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464384.000000 Penalty: 84149.148438
Iteration 401Q: 25 clusters Score -1.804644e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167139 members 
Mstep: Class 5 contains 149933 members 
Mstep: Class 6 contains 150073 members 
Mstep: Class 7 contains 157558 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8339 members 
Mstep: Class 10 contains 13382 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26961 members 
Mstep: Class 13 contains 68607 members 
Mstep: Class 14 contains 165993 members 
Mstep: Class 15 contains 47449 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93700 members 
Mstep: Class 18 contains 150696 members 
Mstep: Class 19 contains 155549 members 
Mstep: Class 20 contains 2637 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464464.000000 Penalty: 84149.148438
Iteration 402Q: 25 clusters Score -1.804645e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167143 members 
Mstep: Class 5 contains 149931 members 
Mstep: Class 6 contains 150072 members 
Mstep: Class 7 contains 157559 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8339 members 
Mstep: Class 10 contains 13382 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68607 members 
Mstep: Class 14 contains 165996 members 
Mstep: Class 15 contains 47451 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93700 members 
Mstep: Class 18 contains 150689 members 
Mstep: Class 19 contains 155547 members 
Mstep: Class 20 contains 2636 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464464.000000 Penalty: 84149.148438
Iteration 403Q: 25 clusters Score -1.804645e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167144 members 
Mstep: Class 5 contains 149927 members 
Mstep: Class 6 contains 150070 members 
Mstep: Class 7 contains 157560 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8339 members 
Mstep: Class 10 contains 13382 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68605 members 
Mstep: Class 14 contains 165998 members 
Mstep: Class 15 contains 47454 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93699 members 
Mstep: Class 18 contains 150694 members 
Mstep: Class 19 contains 155545 members 
Mstep: Class 20 contains 2635 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464464.000000 Penalty: 84149.148438
Iteration 404Q: 25 clusters Score -1.804645e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167151 members 
Mstep: Class 5 contains 149924 members 
Mstep: Class 6 contains 150075 members 
Mstep: Class 7 contains 157557 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8339 members 
Mstep: Class 10 contains 13382 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68602 members 
Mstep: Class 14 contains 166000 members 
Mstep: Class 15 contains 47454 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93699 members 
Mstep: Class 18 contains 150694 members 
Mstep: Class 19 contains 155543 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464288.000000 Penalty: 84149.148438
Iteration 405Q: 25 clusters Score -1.804643e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167154 members 
Mstep: Class 5 contains 149923 members 
Mstep: Class 6 contains 150079 members 
Mstep: Class 7 contains 157554 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8339 members 
Mstep: Class 10 contains 13382 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26962 members 
Mstep: Class 13 contains 68602 members 
Mstep: Class 14 contains 166005 members 
Mstep: Class 15 contains 47454 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93696 members 
Mstep: Class 18 contains 150690 members 
Mstep: Class 19 contains 155542 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464352.000000 Penalty: 84149.148438
Iteration 406Q: 25 clusters Score -1.804644e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167156 members 
Mstep: Class 5 contains 149919 members 
Mstep: Class 6 contains 150084 members 
Mstep: Class 7 contains 157553 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8339 members 
Mstep: Class 10 contains 13382 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68600 members 
Mstep: Class 14 contains 166009 members 
Mstep: Class 15 contains 47455 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93696 members 
Mstep: Class 18 contains 150688 members 
Mstep: Class 19 contains 155538 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464304.000000 Penalty: 84149.148438
Iteration 407Q: 25 clusters Score -1.804643e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167157 members 
Mstep: Class 5 contains 149919 members 
Mstep: Class 6 contains 150088 members 
Mstep: Class 7 contains 157553 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8339 members 
Mstep: Class 10 contains 13383 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68601 members 
Mstep: Class 14 contains 166011 members 
Mstep: Class 15 contains 47457 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93697 members 
Mstep: Class 18 contains 150682 members 
Mstep: Class 19 contains 155532 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464352.000000 Penalty: 84149.148438
Iteration 408Q: 25 clusters Score -1.804644e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167156 members 
Mstep: Class 5 contains 149918 members 
Mstep: Class 6 contains 150089 members 
Mstep: Class 7 contains 157548 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8339 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68600 members 
Mstep: Class 14 contains 166019 members 
Mstep: Class 15 contains 47459 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93699 members 
Mstep: Class 18 contains 150678 members 
Mstep: Class 19 contains 155530 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464400.000000 Penalty: 84149.148438
Iteration 409Q: 25 clusters Score -1.804644e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167158 members 
Mstep: Class 5 contains 149916 members 
Mstep: Class 6 contains 150089 members 
Mstep: Class 7 contains 157545 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8339 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68600 members 
Mstep: Class 14 contains 166016 members 
Mstep: Class 15 contains 47459 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93698 members 
Mstep: Class 18 contains 150679 members 
Mstep: Class 19 contains 155536 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464304.000000 Penalty: 84149.148438
Iteration 410Q: 25 clusters Score -1.804643e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167158 members 
Mstep: Class 5 contains 149912 members 
Mstep: Class 6 contains 150090 members 
Mstep: Class 7 contains 157544 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68600 members 
Mstep: Class 14 contains 166016 members 
Mstep: Class 15 contains 47459 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93699 members 
Mstep: Class 18 contains 150679 members 
Mstep: Class 19 contains 155540 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464320.000000 Penalty: 84149.148438
Iteration 411Q: 25 clusters Score -1.804643e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167155 members 
Mstep: Class 5 contains 149912 members 
Mstep: Class 6 contains 150086 members 
Mstep: Class 7 contains 157547 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 166015 members 
Mstep: Class 15 contains 47456 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93700 members 
Mstep: Class 18 contains 150680 members 
Mstep: Class 19 contains 155548 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464368.000000 Penalty: 84149.148438
Iteration 412Q: 25 clusters Score -1.804644e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167156 members 
Mstep: Class 5 contains 149911 members 
Mstep: Class 6 contains 150085 members 
Mstep: Class 7 contains 157551 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 166013 members 
Mstep: Class 15 contains 47457 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93700 members 
Mstep: Class 18 contains 150679 members 
Mstep: Class 19 contains 155547 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464256.000000 Penalty: 84149.148438
Iteration 413Q: 25 clusters Score -1.804643e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167158 members 
Mstep: Class 5 contains 149913 members 
Mstep: Class 6 contains 150085 members 
Mstep: Class 7 contains 157550 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68598 members 
Mstep: Class 14 contains 166010 members 
Mstep: Class 15 contains 47457 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93700 members 
Mstep: Class 18 contains 150680 members 
Mstep: Class 19 contains 155547 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464272.000000 Penalty: 84149.148438
Iteration 414Q: 25 clusters Score -1.804643e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167155 members 
Mstep: Class 5 contains 149911 members 
Mstep: Class 6 contains 150087 members 
Mstep: Class 7 contains 157549 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68596 members 
Mstep: Class 14 contains 166010 members 
Mstep: Class 15 contains 47457 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93700 members 
Mstep: Class 18 contains 150681 members 
Mstep: Class 19 contains 155552 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464400.000000 Penalty: 84149.148438
Iteration 415Q: 25 clusters Score -1.804644e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167154 members 
Mstep: Class 5 contains 149909 members 
Mstep: Class 6 contains 150088 members 
Mstep: Class 7 contains 157551 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68595 members 
Mstep: Class 14 contains 166009 members 
Mstep: Class 15 contains 47457 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93700 members 
Mstep: Class 18 contains 150681 members 
Mstep: Class 19 contains 155555 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464320.000000 Penalty: 84149.148438
Iteration 416Q: 25 clusters Score -1.804643e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167153 members 
Mstep: Class 5 contains 149912 members 
Mstep: Class 6 contains 150088 members 
Mstep: Class 7 contains 157550 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68596 members 
Mstep: Class 14 contains 166003 members 
Mstep: Class 15 contains 47457 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93699 members 
Mstep: Class 18 contains 150682 members 
Mstep: Class 19 contains 155559 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464416.000000 Penalty: 84149.148438
Iteration 417Q: 25 clusters Score -1.804644e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167153 members 
Mstep: Class 5 contains 149911 members 
Mstep: Class 6 contains 150090 members 
Mstep: Class 7 contains 157550 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68597 members 
Mstep: Class 14 contains 166003 members 
Mstep: Class 15 contains 47457 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93698 members 
Mstep: Class 18 contains 150680 members 
Mstep: Class 19 contains 155560 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464496.000000 Penalty: 84149.148438
Iteration 418Q: 25 clusters Score -1.804645e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167153 members 
Mstep: Class 5 contains 149908 members 
Mstep: Class 6 contains 150091 members 
Mstep: Class 7 contains 157552 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68598 members 
Mstep: Class 14 contains 166000 members 
Mstep: Class 15 contains 47457 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93700 members 
Mstep: Class 18 contains 150680 members 
Mstep: Class 19 contains 155560 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464512.000000 Penalty: 84149.148438
Iteration 419Q: 25 clusters Score -1.804645e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167152 members 
Mstep: Class 5 contains 149911 members 
Mstep: Class 6 contains 150094 members 
Mstep: Class 7 contains 157552 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 165994 members 
Mstep: Class 15 contains 47457 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93700 members 
Mstep: Class 18 contains 150681 members 
Mstep: Class 19 contains 155559 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464480.000000 Penalty: 84149.148438
Iteration 420F: 25 clusters Score -1.804645e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167151 members 
Mstep: Class 5 contains 149913 members 
Mstep: Class 6 contains 150093 members 
Mstep: Class 7 contains 157553 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68598 members 
Mstep: Class 14 contains 165990 members 
Mstep: Class 15 contains 47457 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93700 members 
Mstep: Class 18 contains 150684 members 
Mstep: Class 19 contains 155560 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464496.000000 Penalty: 84149.148438
Iteration 421Q: 25 clusters Score -1.804645e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167153 members 
Mstep: Class 5 contains 149914 members 
Mstep: Class 6 contains 150093 members 
Mstep: Class 7 contains 157550 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 165989 members 
Mstep: Class 15 contains 47457 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93700 members 
Mstep: Class 18 contains 150682 members 
Mstep: Class 19 contains 155562 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464528.000000 Penalty: 84149.148438
Iteration 422Q: 25 clusters Score -1.804645e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167153 members 
Mstep: Class 5 contains 149915 members 
Mstep: Class 6 contains 150095 members 
Mstep: Class 7 contains 157547 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 165989 members 
Mstep: Class 15 contains 47457 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93699 members 
Mstep: Class 18 contains 150682 members 
Mstep: Class 19 contains 155563 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464496.000000 Penalty: 84149.148438
Iteration 423Q: 25 clusters Score -1.804645e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167152 members 
Mstep: Class 5 contains 149914 members 
Mstep: Class 6 contains 150095 members 
Mstep: Class 7 contains 157545 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 165989 members 
Mstep: Class 15 contains 47457 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93699 members 
Mstep: Class 18 contains 150684 members 
Mstep: Class 19 contains 155565 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464432.000000 Penalty: 84149.148438
Iteration 424Q: 25 clusters Score -1.804644e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167153 members 
Mstep: Class 5 contains 149914 members 
Mstep: Class 6 contains 150095 members 
Mstep: Class 7 contains 157541 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 165990 members 
Mstep: Class 15 contains 47457 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93699 members 
Mstep: Class 18 contains 150684 members 
Mstep: Class 19 contains 155567 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464416.000000 Penalty: 84149.148438
Iteration 425Q: 25 clusters Score -1.804644e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167153 members 
Mstep: Class 5 contains 149915 members 
Mstep: Class 6 contains 150095 members 
Mstep: Class 7 contains 157541 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68598 members 
Mstep: Class 14 contains 165992 members 
Mstep: Class 15 contains 47458 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93699 members 
Mstep: Class 18 contains 150684 members 
Mstep: Class 19 contains 155564 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464448.000000 Penalty: 84149.148438
Iteration 426Q: 25 clusters Score -1.804644e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167153 members 
Mstep: Class 5 contains 149916 members 
Mstep: Class 6 contains 150095 members 
Mstep: Class 7 contains 157542 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68598 members 
Mstep: Class 14 contains 165992 members 
Mstep: Class 15 contains 47458 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93699 members 
Mstep: Class 18 contains 150684 members 
Mstep: Class 19 contains 155562 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464416.000000 Penalty: 84149.148438
Iteration 427Q: 25 clusters Score -1.804644e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167154 members 
Mstep: Class 5 contains 149917 members 
Mstep: Class 6 contains 150095 members 
Mstep: Class 7 contains 157542 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68598 members 
Mstep: Class 14 contains 165992 members 
Mstep: Class 15 contains 47458 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93699 members 
Mstep: Class 18 contains 150683 members 
Mstep: Class 19 contains 155561 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464416.000000 Penalty: 84149.148438
Iteration 428Q: 25 clusters Score -1.804644e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167155 members 
Mstep: Class 5 contains 149917 members 
Mstep: Class 6 contains 150096 members 
Mstep: Class 7 contains 157543 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 165992 members 
Mstep: Class 15 contains 47458 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93699 members 
Mstep: Class 18 contains 150682 members 
Mstep: Class 19 contains 155557 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464528.000000 Penalty: 84149.148438
Iteration 429Q: 25 clusters Score -1.804645e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167157 members 
Mstep: Class 5 contains 149916 members 
Mstep: Class 6 contains 150095 members 
Mstep: Class 7 contains 157544 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 165992 members 
Mstep: Class 15 contains 47458 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93699 members 
Mstep: Class 18 contains 150681 members 
Mstep: Class 19 contains 155557 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464480.000000 Penalty: 84149.148438
Iteration 430Q: 25 clusters Score -1.804645e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167156 members 
Mstep: Class 5 contains 149915 members 
Mstep: Class 6 contains 150093 members 
Mstep: Class 7 contains 157544 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 165994 members 
Mstep: Class 15 contains 47458 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93699 members 
Mstep: Class 18 contains 150682 members 
Mstep: Class 19 contains 155558 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464528.000000 Penalty: 84149.148438
Iteration 431Q: 25 clusters Score -1.804645e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167156 members 
Mstep: Class 5 contains 149914 members 
Mstep: Class 6 contains 150094 members 
Mstep: Class 7 contains 157545 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 165996 members 
Mstep: Class 15 contains 47458 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93699 members 
Mstep: Class 18 contains 150680 members 
Mstep: Class 19 contains 155557 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464560.000000 Penalty: 84149.148438
Iteration 432Q: 25 clusters Score -1.804646e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167156 members 
Mstep: Class 5 contains 149914 members 
Mstep: Class 6 contains 150094 members 
Mstep: Class 7 contains 157542 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 165997 members 
Mstep: Class 15 contains 47458 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93699 members 
Mstep: Class 18 contains 150680 members 
Mstep: Class 19 contains 155558 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464512.000000 Penalty: 84149.148438
Iteration 433Q: 25 clusters Score -1.804645e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167157 members 
Mstep: Class 5 contains 149913 members 
Mstep: Class 6 contains 150094 members 
Mstep: Class 7 contains 157542 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 165998 members 
Mstep: Class 15 contains 47458 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93699 members 
Mstep: Class 18 contains 150680 members 
Mstep: Class 19 contains 155557 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464528.000000 Penalty: 84149.148438
Iteration 434Q: 25 clusters Score -1.804645e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167156 members 
Mstep: Class 5 contains 149913 members 
Mstep: Class 6 contains 150094 members 
Mstep: Class 7 contains 157543 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 165999 members 
Mstep: Class 15 contains 47458 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93699 members 
Mstep: Class 18 contains 150680 members 
Mstep: Class 19 contains 155556 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464480.000000 Penalty: 84149.148438
Iteration 435Q: 25 clusters Score -1.804645e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167156 members 
Mstep: Class 5 contains 149912 members 
Mstep: Class 6 contains 150094 members 
Mstep: Class 7 contains 157543 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 166002 members 
Mstep: Class 15 contains 47458 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93698 members 
Mstep: Class 18 contains 150680 members 
Mstep: Class 19 contains 155555 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464480.000000 Penalty: 84149.148438
Iteration 436Q: 25 clusters Score -1.804645e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167156 members 
Mstep: Class 5 contains 149911 members 
Mstep: Class 6 contains 150094 members 
Mstep: Class 7 contains 157544 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 166002 members 
Mstep: Class 15 contains 47458 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93698 members 
Mstep: Class 18 contains 150680 members 
Mstep: Class 19 contains 155555 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464496.000000 Penalty: 84149.148438
Iteration 437Q: 25 clusters Score -1.804645e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167156 members 
Mstep: Class 5 contains 149908 members 
Mstep: Class 6 contains 150093 members 
Mstep: Class 7 contains 157543 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 166005 members 
Mstep: Class 15 contains 47458 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93698 members 
Mstep: Class 18 contains 150680 members 
Mstep: Class 19 contains 155557 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464384.000000 Penalty: 84149.148438
Iteration 438Q: 25 clusters Score -1.804644e+08 nChanged 8
Entering ConstructFrom: 
Score: -180464384.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -88684.000000 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -88684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86940.023438 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -86940.02 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -87167.929688 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -87167.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -87267.421875 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -87267.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -87338.523438 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -87338.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -87404.109375 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -87404.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -87491.195312 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -87491.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87552.117188 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -87552.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -87589.976562 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -87589.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -87652.406250 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -87652.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -87732.265625 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -87732.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -87917.859375 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -87917.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -88114.578125 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -88114.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -88156.273438 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -88156.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -88178.593750 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -88178.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -88203.398438 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -88203.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88220.750000 Penalty: 3261.237549
	Iteration 15Q: 3 clusters Score -88220.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -88224.359375 Penalty: 3261.237549
	Iteration 16Q: 3 clusters Score -88224.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -88225.789062 Penalty: 3261.237549
	Iteration 17Q: 3 clusters Score -88225.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -88229.218750 Penalty: 3261.237549
	Iteration 18Q: 3 clusters Score -88229.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -88230.085938 Penalty: 3261.237549
	Iteration 19Q: 3 clusters Score -88230.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -88230.085938 Penalty: 3261.237549
	Iteration 20F: 3 clusters Score -88230.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -145748.687500 Penalty: 1760.192139
	Iteration 0F: 2 clusters Score -145748.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -143666.250000 Penalty: 3520.384277
	Iteration 0F: 3 clusters Score -143666.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -144216.687500 Penalty: 3520.384277
	Iteration 1F: 3 clusters Score -144216.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -144983.625000 Penalty: 3520.384277
	Iteration 2F: 3 clusters Score -144983.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -145469.453125 Penalty: 3520.384277
	Iteration 3F: 3 clusters Score -145469.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -145743.453125 Penalty: 3520.384277
	Iteration 4F: 3 clusters Score -145743.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -145981.906250 Penalty: 3520.384277
	Iteration 5F: 3 clusters Score -145981.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -146384.640625 Penalty: 3520.384277
	Iteration 6Q: 3 clusters Score -146384.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -146578.640625 Penalty: 3520.384277
	Iteration 7Q: 3 clusters Score -146578.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -146663.187500 Penalty: 3520.384277
	Iteration 8Q: 3 clusters Score -146663.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -146722.593750 Penalty: 3520.384277
	Iteration 9Q: 3 clusters Score -146722.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -146804.421875 Penalty: 3520.384277
	Iteration 10Q: 3 clusters Score -146804.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -146881.046875 Penalty: 3520.384277
	Iteration 11Q: 3 clusters Score -146881 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -147007.140625 Penalty: 3520.384277
	Iteration 12Q: 3 clusters Score -147007.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -147087.765625 Penalty: 3520.384277
	Iteration 13Q: 3 clusters Score -147087.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -147120.234375 Penalty: 3520.384277
	Iteration 14Q: 3 clusters Score -147120.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -147130.937500 Penalty: 3520.384277
	Iteration 15Q: 3 clusters Score -147130.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -147135.609375 Penalty: 3520.384277
	Iteration 16Q: 3 clusters Score -147135.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -147141.562500 Penalty: 3520.384277
	Iteration 17Q: 3 clusters Score -147141.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -147150.953125 Penalty: 3520.384277
	Iteration 18Q: 3 clusters Score -147151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -147165.781250 Penalty: 3520.384277
	Iteration 19Q: 3 clusters Score -147165.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -147169.546875 Penalty: 3520.384277
	Iteration 20F: 3 clusters Score -147169.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -147173.265625 Penalty: 3520.384277
	Iteration 21Q: 3 clusters Score -147173.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -147174.937500 Penalty: 3520.384277
	Iteration 22Q: 3 clusters Score -147174.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -147176.218750 Penalty: 3520.384277
	Iteration 23Q: 3 clusters Score -147176.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -147183.562500 Penalty: 3520.384277
	Iteration 24Q: 3 clusters Score -147183.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -147187.328125 Penalty: 3520.384277
	Iteration 25Q: 3 clusters Score -147187.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -147194.125000 Penalty: 3520.384277
	Iteration 26Q: 3 clusters Score -147194.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -147199.968750 Penalty: 3520.384277
	Iteration 27Q: 3 clusters Score -147200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -147205.265625 Penalty: 3520.384277
	Iteration 28Q: 3 clusters Score -147205.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -147214.875000 Penalty: 3520.384277
	Iteration 29Q: 3 clusters Score -147214.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -147218.359375 Penalty: 3520.384277
	Iteration 30Q: 3 clusters Score -147218.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -147218.359375 Penalty: 3520.384277
	Iteration 31F: 3 clusters Score -147218.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167156 members 
Mstep: Class 5 contains 149903 members 
Mstep: Class 6 contains 150095 members 
Mstep: Class 7 contains 157543 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 166006 members 
Mstep: Class 15 contains 47458 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93698 members 
Mstep: Class 18 contains 150681 members 
Mstep: Class 19 contains 155558 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Mstep: Class 25 contains 550 members 
Entering Unmasked Estep 
Score: -180463792.000000 Penalty: 87655.367188
Splitting cluster 2 changes total score from -180464384.000000 to -180463792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -174127.281250 Penalty: 1804.070923
	Iteration 0F: 2 clusters Score -174127.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -171883.875000 Penalty: 3608.141846
	Iteration 0F: 3 clusters Score -171883.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -172286.937500 Penalty: 3608.141846
	Iteration 1F: 3 clusters Score -172286.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -172549.406250 Penalty: 3608.141846
	Iteration 2F: 3 clusters Score -172549.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -172879.484375 Penalty: 3608.141846
	Iteration 3F: 3 clusters Score -172879.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -173335.812500 Penalty: 3608.141846
	Iteration 4F: 3 clusters Score -173335.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -173689.671875 Penalty: 3608.141846
	Iteration 5F: 3 clusters Score -173689.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -173849.843750 Penalty: 3608.141846
	Iteration 6Q: 3 clusters Score -173849.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -173932.796875 Penalty: 3608.141846
	Iteration 7Q: 3 clusters Score -173932.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -173972.484375 Penalty: 3608.141846
	Iteration 8Q: 3 clusters Score -173972.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -173990.921875 Penalty: 3608.141846
	Iteration 9Q: 3 clusters Score -173990.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -174002.437500 Penalty: 3608.141846
	Iteration 10Q: 3 clusters Score -174002.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -174007.140625 Penalty: 3608.141846
	Iteration 11Q: 3 clusters Score -174007.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -174009.328125 Penalty: 3608.141846
	Iteration 12Q: 3 clusters Score -174009.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -174009.734375 Penalty: 3608.141846
	Iteration 13Q: 3 clusters Score -174009.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -174009.734375 Penalty: 3608.141846
	Iteration 14F: 3 clusters Score -174009.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (167156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167156 members 
Entering Unmasked Estep 
Score: -22290530.000000 Penalty: 2982.617432
	Iteration 0F: 2 clusters Score -2.229053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84020 members 
Mstep: Class 2 contains 83136 members 
Entering Unmasked Estep 
Score: -22180150.000000 Penalty: 5965.234863
	Iteration 0F: 3 clusters Score -2.218015e+07 nChanged 80208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89906 members 
Mstep: Class 2 contains 77250 members 
Entering Unmasked Estep 
Score: -22227098.000000 Penalty: 5965.234863
	Iteration 1F: 3 clusters Score -2.22271e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93387 members 
Mstep: Class 2 contains 73769 members 
Entering Unmasked Estep 
Score: -22228338.000000 Penalty: 5965.234863
	Iteration 2Q: 3 clusters Score -2.222834e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98855 members 
Mstep: Class 2 contains 68301 members 
Entering Unmasked Estep 
Score: -22230572.000000 Penalty: 5965.234863
	Iteration 3Q: 3 clusters Score -2.223057e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107105 members 
Mstep: Class 2 contains 60051 members 
Entering Unmasked Estep 
Score: -22234710.000000 Penalty: 5965.234863
	Iteration 4F: 3 clusters Score -2.223471e+07 nChanged 12241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119330 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -22243048.000000 Penalty: 5965.234863
	Iteration 5F: 3 clusters Score -2.224305e+07 nChanged 15849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135175 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -22256778.000000 Penalty: 5965.234863
	Iteration 6F: 3 clusters Score -2.225678e+07 nChanged 16086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151261 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -22273000.000000 Penalty: 5965.234863
	Iteration 7F: 3 clusters Score -2.2273e+07 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161869 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -22283384.000000 Penalty: 5965.234863
	Iteration 8F: 3 clusters Score -2.228338e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165806 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -22286780.000000 Penalty: 5965.234863
	Iteration 9Q: 3 clusters Score -2.228678e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166694 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -22287550.000000 Penalty: 5965.234863
	Iteration 10Q: 3 clusters Score -2.228755e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166855 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -22287744.000000 Penalty: 5965.234863
	Iteration 11Q: 3 clusters Score -2.228774e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166911 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22287848.000000 Penalty: 5965.234863
	Iteration 12Q: 3 clusters Score -2.228785e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166927 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -22287902.000000 Penalty: 5965.234863
	Iteration 13Q: 3 clusters Score -2.22879e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166935 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22287942.000000 Penalty: 5965.234863
	Iteration 14Q: 3 clusters Score -2.228794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166940 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22287942.000000 Penalty: 5965.234863
	Iteration 15Q: 3 clusters Score -2.228794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166944 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22287964.000000 Penalty: 5965.234863
	Iteration 16Q: 3 clusters Score -2.228796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166947 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22287976.000000 Penalty: 5965.234863
	Iteration 17Q: 3 clusters Score -2.228798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166948 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22287964.000000 Penalty: 5965.234863
	Iteration 18Q: 3 clusters Score -2.228796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166948 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22287980.000000 Penalty: 5965.234863
	Iteration 19Q: 3 clusters Score -2.228798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166948 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22287984.000000 Penalty: 5965.234863
	Iteration 20F: 3 clusters Score -2.228798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166949 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22287990.000000 Penalty: 5965.234863
	Iteration 21Q: 3 clusters Score -2.228799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166948 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22287988.000000 Penalty: 5965.234863
	Iteration 22Q: 3 clusters Score -2.228799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166947 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22287992.000000 Penalty: 5965.234863
	Iteration 23Q: 3 clusters Score -2.228799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166947 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22287992.000000 Penalty: 5965.234863
	Iteration 24Q: 3 clusters Score -2.228799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166947 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22287994.000000 Penalty: 5965.234863
	Iteration 25Q: 3 clusters Score -2.228799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166947 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22287994.000000 Penalty: 5965.234863
	Iteration 26F: 3 clusters Score -2.228799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (149903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149903 members 
Entering Unmasked Estep 
Score: -19929232.000000 Penalty: 2955.600342
	Iteration 0F: 2 clusters Score -1.992923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75015 members 
Mstep: Class 2 contains 74888 members 
Entering Unmasked Estep 
Score: -19829348.000000 Penalty: 5911.200684
	Iteration 0F: 3 clusters Score -1.982935e+07 nChanged 71392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76473 members 
Mstep: Class 2 contains 73430 members 
Entering Unmasked Estep 
Score: -19870064.000000 Penalty: 5911.200684
	Iteration 1F: 3 clusters Score -1.987006e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77488 members 
Mstep: Class 2 contains 72415 members 
Entering Unmasked Estep 
Score: -19870796.000000 Penalty: 5911.200684
	Iteration 2Q: 3 clusters Score -1.98708e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79060 members 
Mstep: Class 2 contains 70843 members 
Entering Unmasked Estep 
Score: -19871826.000000 Penalty: 5911.200684
	Iteration 3Q: 3 clusters Score -1.987183e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81460 members 
Mstep: Class 2 contains 68443 members 
Entering Unmasked Estep 
Score: -19872832.000000 Penalty: 5911.200684
	Iteration 4Q: 3 clusters Score -1.987283e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85030 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -19874470.000000 Penalty: 5911.200684
	Iteration 5Q: 3 clusters Score -1.987447e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90270 members 
Mstep: Class 2 contains 59633 members 
Entering Unmasked Estep 
Score: -19877180.000000 Penalty: 5911.200684
	Iteration 6Q: 3 clusters Score -1.987718e+07 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97730 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -19881512.000000 Penalty: 5911.200684
	Iteration 7F: 3 clusters Score -1.988151e+07 nChanged 10370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107244 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -19888444.000000 Penalty: 5911.200684
	Iteration 8F: 3 clusters Score -1.988844e+07 nChanged 11278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118040 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -19897778.000000 Penalty: 5911.200684
	Iteration 9F: 3 clusters Score -1.989778e+07 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127988 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -19907406.000000 Penalty: 5911.200684
	Iteration 10F: 3 clusters Score -1.990741e+07 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135186 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -19915368.000000 Penalty: 5911.200684
	Iteration 11Q: 3 clusters Score -1.991537e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138874 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -19920056.000000 Penalty: 5911.200684
	Iteration 12Q: 3 clusters Score -1.992006e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140414 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -19922468.000000 Penalty: 5911.200684
	Iteration 13Q: 3 clusters Score -1.992247e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141180 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -19923634.000000 Penalty: 5911.200684
	Iteration 14Q: 3 clusters Score -1.992363e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141754 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -19924150.000000 Penalty: 5911.200684
	Iteration 15Q: 3 clusters Score -1.992415e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142232 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -19924476.000000 Penalty: 5911.200684
	Iteration 16Q: 3 clusters Score -1.992448e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142630 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -19924720.000000 Penalty: 5911.200684
	Iteration 17Q: 3 clusters Score -1.992472e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142969 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -19924904.000000 Penalty: 5911.200684
	Iteration 18Q: 3 clusters Score -1.99249e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143292 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -19925016.000000 Penalty: 5911.200684
	Iteration 19Q: 3 clusters Score -1.992502e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143594 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -19925160.000000 Penalty: 5911.200684
	Iteration 20F: 3 clusters Score -1.992516e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143829 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -19925212.000000 Penalty: 5911.200684
	Iteration 21Q: 3 clusters Score -1.992521e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144047 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -19925248.000000 Penalty: 5911.200684
	Iteration 22Q: 3 clusters Score -1.992525e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144227 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -19925344.000000 Penalty: 5911.200684
	Iteration 23Q: 3 clusters Score -1.992534e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144418 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -19925454.000000 Penalty: 5911.200684
	Iteration 24Q: 3 clusters Score -1.992545e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144585 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -19925456.000000 Penalty: 5911.200684
	Iteration 25Q: 3 clusters Score -1.992546e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144743 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -19925528.000000 Penalty: 5911.200684
	Iteration 26Q: 3 clusters Score -1.992553e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144897 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -19925562.000000 Penalty: 5911.200684
	Iteration 27Q: 3 clusters Score -1.992556e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145043 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -19925628.000000 Penalty: 5911.200684
	Iteration 28Q: 3 clusters Score -1.992563e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145184 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -19925646.000000 Penalty: 5911.200684
	Iteration 29Q: 3 clusters Score -1.992565e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145315 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -19925704.000000 Penalty: 5911.200684
	Iteration 30Q: 3 clusters Score -1.99257e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145452 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -19925770.000000 Penalty: 5911.200684
	Iteration 31Q: 3 clusters Score -1.992577e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145547 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -19925804.000000 Penalty: 5911.200684
	Iteration 32Q: 3 clusters Score -1.99258e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145661 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -19925856.000000 Penalty: 5911.200684
	Iteration 33Q: 3 clusters Score -1.992586e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145778 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -19925906.000000 Penalty: 5911.200684
	Iteration 34Q: 3 clusters Score -1.992591e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145905 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -19925966.000000 Penalty: 5911.200684
	Iteration 35Q: 3 clusters Score -1.992597e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146039 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -19925994.000000 Penalty: 5911.200684
	Iteration 36Q: 3 clusters Score -1.992599e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146151 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -19926034.000000 Penalty: 5911.200684
	Iteration 37Q: 3 clusters Score -1.992603e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146271 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -19926042.000000 Penalty: 5911.200684
	Iteration 38Q: 3 clusters Score -1.992604e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146382 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -19926050.000000 Penalty: 5911.200684
	Iteration 39Q: 3 clusters Score -1.992605e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146490 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -19926102.000000 Penalty: 5911.200684
	Iteration 40F: 3 clusters Score -1.99261e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146588 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -19926128.000000 Penalty: 5911.200684
	Iteration 41Q: 3 clusters Score -1.992613e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146683 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -19926150.000000 Penalty: 5911.200684
	Iteration 42Q: 3 clusters Score -1.992615e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146770 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -19926196.000000 Penalty: 5911.200684
	Iteration 43Q: 3 clusters Score -1.99262e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146842 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -19926254.000000 Penalty: 5911.200684
	Iteration 44Q: 3 clusters Score -1.992625e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146912 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -19926228.000000 Penalty: 5911.200684
	Iteration 45Q: 3 clusters Score -1.992623e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146993 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -19926256.000000 Penalty: 5911.200684
	Iteration 46Q: 3 clusters Score -1.992626e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147061 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -19926280.000000 Penalty: 5911.200684
	Iteration 47Q: 3 clusters Score -1.992628e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147148 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -19926312.000000 Penalty: 5911.200684
	Iteration 48Q: 3 clusters Score -1.992631e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147231 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -19926328.000000 Penalty: 5911.200684
	Iteration 49Q: 3 clusters Score -1.992633e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147312 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -19926360.000000 Penalty: 5911.200684
	Iteration 50Q: 3 clusters Score -1.992636e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147385 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -19926376.000000 Penalty: 5911.200684
	Iteration 51Q: 3 clusters Score -1.992638e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147450 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -19926412.000000 Penalty: 5911.200684
	Iteration 52Q: 3 clusters Score -1.992641e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147507 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -19926400.000000 Penalty: 5911.200684
	Iteration 53Q: 3 clusters Score -1.99264e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147567 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -19926412.000000 Penalty: 5911.200684
	Iteration 54Q: 3 clusters Score -1.992641e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147617 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -19926432.000000 Penalty: 5911.200684
	Iteration 55Q: 3 clusters Score -1.992643e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147682 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -19926452.000000 Penalty: 5911.200684
	Iteration 56Q: 3 clusters Score -1.992645e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147739 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -19926478.000000 Penalty: 5911.200684
	Iteration 57Q: 3 clusters Score -1.992648e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147798 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -19926526.000000 Penalty: 5911.200684
	Iteration 58Q: 3 clusters Score -1.992653e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147857 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -19926548.000000 Penalty: 5911.200684
	Iteration 59Q: 3 clusters Score -1.992655e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147910 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -19926576.000000 Penalty: 5911.200684
	Iteration 60F: 3 clusters Score -1.992658e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147965 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -19926604.000000 Penalty: 5911.200684
	Iteration 61Q: 3 clusters Score -1.99266e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148018 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -19926618.000000 Penalty: 5911.200684
	Iteration 62Q: 3 clusters Score -1.992662e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148064 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -19926666.000000 Penalty: 5911.200684
	Iteration 63Q: 3 clusters Score -1.992667e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148111 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -19926644.000000 Penalty: 5911.200684
	Iteration 64Q: 3 clusters Score -1.992664e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148152 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -19926654.000000 Penalty: 5911.200684
	Iteration 65Q: 3 clusters Score -1.992665e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148189 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -19926674.000000 Penalty: 5911.200684
	Iteration 66Q: 3 clusters Score -1.992667e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148221 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -19926666.000000 Penalty: 5911.200684
	Iteration 67Q: 3 clusters Score -1.992667e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148248 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -19926664.000000 Penalty: 5911.200684
	Iteration 68Q: 3 clusters Score -1.992666e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148266 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -19926674.000000 Penalty: 5911.200684
	Iteration 69Q: 3 clusters Score -1.992667e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148292 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -19926684.000000 Penalty: 5911.200684
	Iteration 70Q: 3 clusters Score -1.992668e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148318 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -19926702.000000 Penalty: 5911.200684
	Iteration 71Q: 3 clusters Score -1.99267e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148331 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -19926712.000000 Penalty: 5911.200684
	Iteration 72Q: 3 clusters Score -1.992671e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148345 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -19926726.000000 Penalty: 5911.200684
	Iteration 73Q: 3 clusters Score -1.992673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148354 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -19926736.000000 Penalty: 5911.200684
	Iteration 74Q: 3 clusters Score -1.992674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148365 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -19926718.000000 Penalty: 5911.200684
	Iteration 75Q: 3 clusters Score -1.992672e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148376 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -19926722.000000 Penalty: 5911.200684
	Iteration 76Q: 3 clusters Score -1.992672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148385 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -19926726.000000 Penalty: 5911.200684
	Iteration 77Q: 3 clusters Score -1.992673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148394 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -19926734.000000 Penalty: 5911.200684
	Iteration 78Q: 3 clusters Score -1.992673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148405 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -19926738.000000 Penalty: 5911.200684
	Iteration 79Q: 3 clusters Score -1.992674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148411 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -19926746.000000 Penalty: 5911.200684
	Iteration 80F: 3 clusters Score -1.992675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148419 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -19926750.000000 Penalty: 5911.200684
	Iteration 81Q: 3 clusters Score -1.992675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148423 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -19926756.000000 Penalty: 5911.200684
	Iteration 82Q: 3 clusters Score -1.992676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148429 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -19926762.000000 Penalty: 5911.200684
	Iteration 83Q: 3 clusters Score -1.992676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148441 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -19926760.000000 Penalty: 5911.200684
	Iteration 84Q: 3 clusters Score -1.992676e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148458 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -19926762.000000 Penalty: 5911.200684
	Iteration 85Q: 3 clusters Score -1.992676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148470 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -19926784.000000 Penalty: 5911.200684
	Iteration 86Q: 3 clusters Score -1.992678e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148482 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -19926764.000000 Penalty: 5911.200684
	Iteration 87Q: 3 clusters Score -1.992676e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148493 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -19926770.000000 Penalty: 5911.200684
	Iteration 88Q: 3 clusters Score -1.992677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148502 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -19926754.000000 Penalty: 5911.200684
	Iteration 89Q: 3 clusters Score -1.992675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148509 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -19926766.000000 Penalty: 5911.200684
	Iteration 90Q: 3 clusters Score -1.992677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148520 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -19926768.000000 Penalty: 5911.200684
	Iteration 91Q: 3 clusters Score -1.992677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148528 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -19926770.000000 Penalty: 5911.200684
	Iteration 92Q: 3 clusters Score -1.992677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148538 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -19926780.000000 Penalty: 5911.200684
	Iteration 93Q: 3 clusters Score -1.992678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148545 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -19926780.000000 Penalty: 5911.200684
	Iteration 94Q: 3 clusters Score -1.992678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148555 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -19926776.000000 Penalty: 5911.200684
	Iteration 95Q: 3 clusters Score -1.992678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148558 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -19926786.000000 Penalty: 5911.200684
	Iteration 96Q: 3 clusters Score -1.992679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148563 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -19926786.000000 Penalty: 5911.200684
	Iteration 97Q: 3 clusters Score -1.992679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148568 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -19926796.000000 Penalty: 5911.200684
	Iteration 98Q: 3 clusters Score -1.99268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148577 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -19926784.000000 Penalty: 5911.200684
	Iteration 99Q: 3 clusters Score -1.992678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148582 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -19926788.000000 Penalty: 5911.200684
	Iteration 100F: 3 clusters Score -1.992679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148589 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -19926778.000000 Penalty: 5911.200684
	Iteration 101Q: 3 clusters Score -1.992678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148593 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -19926780.000000 Penalty: 5911.200684
	Iteration 102Q: 3 clusters Score -1.992678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148597 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -19926770.000000 Penalty: 5911.200684
	Iteration 103Q: 3 clusters Score -1.992677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148605 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -19926770.000000 Penalty: 5911.200684
	Iteration 104Q: 3 clusters Score -1.992677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148616 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -19926764.000000 Penalty: 5911.200684
	Iteration 105Q: 3 clusters Score -1.992676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148625 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -19926782.000000 Penalty: 5911.200684
	Iteration 106Q: 3 clusters Score -1.992678e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148633 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -19926788.000000 Penalty: 5911.200684
	Iteration 107Q: 3 clusters Score -1.992679e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148650 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -19926782.000000 Penalty: 5911.200684
	Iteration 108Q: 3 clusters Score -1.992678e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148664 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -19926788.000000 Penalty: 5911.200684
	Iteration 109Q: 3 clusters Score -1.992679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148671 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -19926786.000000 Penalty: 5911.200684
	Iteration 110Q: 3 clusters Score -1.992679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148678 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -19926794.000000 Penalty: 5911.200684
	Iteration 111Q: 3 clusters Score -1.992679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148680 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -19926796.000000 Penalty: 5911.200684
	Iteration 112Q: 3 clusters Score -1.99268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148682 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -19926800.000000 Penalty: 5911.200684
	Iteration 113Q: 3 clusters Score -1.99268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148685 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -19926804.000000 Penalty: 5911.200684
	Iteration 114Q: 3 clusters Score -1.99268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148685 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -19926804.000000 Penalty: 5911.200684
	Iteration 115F: 3 clusters Score -1.99268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (150095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150095 members 
Entering Unmasked Estep 
Score: -20112222.000000 Penalty: 2955.917725
	Iteration 0F: 2 clusters Score -2.011222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74819 members 
Mstep: Class 2 contains 75276 members 
Entering Unmasked Estep 
Score: -20012706.000000 Penalty: 5911.835449
	Iteration 0F: 3 clusters Score -2.001271e+07 nChanged 71883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71024 members 
Mstep: Class 2 contains 79071 members 
Entering Unmasked Estep 
Score: -20054590.000000 Penalty: 5911.835449
	Iteration 1F: 3 clusters Score -2.005459e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68390 members 
Mstep: Class 2 contains 81705 members 
Entering Unmasked Estep 
Score: -20055672.000000 Penalty: 5911.835449
	Iteration 2Q: 3 clusters Score -2.005567e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 85692 members 
Entering Unmasked Estep 
Score: -20057438.000000 Penalty: 5911.835449
	Iteration 3Q: 3 clusters Score -2.005744e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 91679 members 
Entering Unmasked Estep 
Score: -20060646.000000 Penalty: 5911.835449
	Iteration 4Q: 3 clusters Score -2.006065e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 100201 members 
Entering Unmasked Estep 
Score: -20066150.000000 Penalty: 5911.835449
	Iteration 5F: 3 clusters Score -2.006615e+07 nChanged 11864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 111185 members 
Entering Unmasked Estep 
Score: -20075216.000000 Penalty: 5911.835449
	Iteration 6F: 3 clusters Score -2.007522e+07 nChanged 12744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 123081 members 
Entering Unmasked Estep 
Score: -20086620.000000 Penalty: 5911.835449
	Iteration 7F: 3 clusters Score -2.008662e+07 nChanged 10654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 133089 members 
Entering Unmasked Estep 
Score: -20096810.000000 Penalty: 5911.835449
	Iteration 8F: 3 clusters Score -2.009681e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 139502 members 
Entering Unmasked Estep 
Score: -20103174.000000 Penalty: 5911.835449
	Iteration 9Q: 3 clusters Score -2.010317e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 142745 members 
Entering Unmasked Estep 
Score: -20106698.000000 Penalty: 5911.835449
	Iteration 10Q: 3 clusters Score -2.01067e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 144293 members 
Entering Unmasked Estep 
Score: -20108322.000000 Penalty: 5911.835449
	Iteration 11Q: 3 clusters Score -2.010832e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 145093 members 
Entering Unmasked Estep 
Score: -20109252.000000 Penalty: 5911.835449
	Iteration 12Q: 3 clusters Score -2.010925e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 145613 members 
Entering Unmasked Estep 
Score: -20109712.000000 Penalty: 5911.835449
	Iteration 13Q: 3 clusters Score -2.010971e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 145985 members 
Entering Unmasked Estep 
Score: -20109952.000000 Penalty: 5911.835449
	Iteration 14Q: 3 clusters Score -2.010995e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 146273 members 
Entering Unmasked Estep 
Score: -20110120.000000 Penalty: 5911.835449
	Iteration 15Q: 3 clusters Score -2.011012e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 146502 members 
Entering Unmasked Estep 
Score: -20110188.000000 Penalty: 5911.835449
	Iteration 16Q: 3 clusters Score -2.011019e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 146686 members 
Entering Unmasked Estep 
Score: -20110224.000000 Penalty: 5911.835449
	Iteration 17Q: 3 clusters Score -2.011022e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 146852 members 
Entering Unmasked Estep 
Score: -20110260.000000 Penalty: 5911.835449
	Iteration 18Q: 3 clusters Score -2.011026e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 146991 members 
Entering Unmasked Estep 
Score: -20110294.000000 Penalty: 5911.835449
	Iteration 19Q: 3 clusters Score -2.011029e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 147103 members 
Entering Unmasked Estep 
Score: -20110336.000000 Penalty: 5911.835449
	Iteration 20F: 3 clusters Score -2.011034e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 147200 members 
Entering Unmasked Estep 
Score: -20110368.000000 Penalty: 5911.835449
	Iteration 21Q: 3 clusters Score -2.011037e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 147281 members 
Entering Unmasked Estep 
Score: -20110406.000000 Penalty: 5911.835449
	Iteration 22Q: 3 clusters Score -2.011041e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 147354 members 
Entering Unmasked Estep 
Score: -20110446.000000 Penalty: 5911.835449
	Iteration 23Q: 3 clusters Score -2.011045e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 147421 members 
Entering Unmasked Estep 
Score: -20110442.000000 Penalty: 5911.835449
	Iteration 24Q: 3 clusters Score -2.011044e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 147487 members 
Entering Unmasked Estep 
Score: -20110468.000000 Penalty: 5911.835449
	Iteration 25Q: 3 clusters Score -2.011047e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 147534 members 
Entering Unmasked Estep 
Score: -20110464.000000 Penalty: 5911.835449
	Iteration 26Q: 3 clusters Score -2.011046e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 147574 members 
Entering Unmasked Estep 
Score: -20110452.000000 Penalty: 5911.835449
	Iteration 27Q: 3 clusters Score -2.011045e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 147616 members 
Entering Unmasked Estep 
Score: -20110454.000000 Penalty: 5911.835449
	Iteration 28Q: 3 clusters Score -2.011045e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 147663 members 
Entering Unmasked Estep 
Score: -20110482.000000 Penalty: 5911.835449
	Iteration 29Q: 3 clusters Score -2.011048e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 147707 members 
Entering Unmasked Estep 
Score: -20110474.000000 Penalty: 5911.835449
	Iteration 30Q: 3 clusters Score -2.011047e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 147740 members 
Entering Unmasked Estep 
Score: -20110482.000000 Penalty: 5911.835449
	Iteration 31Q: 3 clusters Score -2.011048e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 147769 members 
Entering Unmasked Estep 
Score: -20110492.000000 Penalty: 5911.835449
	Iteration 32Q: 3 clusters Score -2.011049e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 147790 members 
Entering Unmasked Estep 
Score: -20110516.000000 Penalty: 5911.835449
	Iteration 33Q: 3 clusters Score -2.011052e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 147801 members 
Entering Unmasked Estep 
Score: -20110504.000000 Penalty: 5911.835449
	Iteration 34Q: 3 clusters Score -2.01105e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 147809 members 
Entering Unmasked Estep 
Score: -20110494.000000 Penalty: 5911.835449
	Iteration 35Q: 3 clusters Score -2.011049e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 147820 members 
Entering Unmasked Estep 
Score: -20110504.000000 Penalty: 5911.835449
	Iteration 36Q: 3 clusters Score -2.01105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 147825 members 
Entering Unmasked Estep 
Score: -20110514.000000 Penalty: 5911.835449
	Iteration 37Q: 3 clusters Score -2.011051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 147829 members 
Entering Unmasked Estep 
Score: -20110512.000000 Penalty: 5911.835449
	Iteration 38Q: 3 clusters Score -2.011051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 147831 members 
Entering Unmasked Estep 
Score: -20110498.000000 Penalty: 5911.835449
	Iteration 39Q: 3 clusters Score -2.01105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 147831 members 
Entering Unmasked Estep 
Score: -20110494.000000 Penalty: 5911.835449
	Iteration 40F: 3 clusters Score -2.011049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 147836 members 
Entering Unmasked Estep 
Score: -20110494.000000 Penalty: 5911.835449
	Iteration 41Q: 3 clusters Score -2.011049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 147839 members 
Entering Unmasked Estep 
Score: -20110494.000000 Penalty: 5911.835449
	Iteration 42Q: 3 clusters Score -2.011049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 147843 members 
Entering Unmasked Estep 
Score: -20110494.000000 Penalty: 5911.835449
	Iteration 43Q: 3 clusters Score -2.011049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 147845 members 
Entering Unmasked Estep 
Score: -20110490.000000 Penalty: 5911.835449
	Iteration 44Q: 3 clusters Score -2.011049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 147847 members 
Entering Unmasked Estep 
Score: -20110498.000000 Penalty: 5911.835449
	Iteration 45Q: 3 clusters Score -2.01105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 147848 members 
Entering Unmasked Estep 
Score: -20110492.000000 Penalty: 5911.835449
	Iteration 46Q: 3 clusters Score -2.011049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 147849 members 
Entering Unmasked Estep 
Score: -20110488.000000 Penalty: 5911.835449
	Iteration 47Q: 3 clusters Score -2.011049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 147851 members 
Entering Unmasked Estep 
Score: -20110494.000000 Penalty: 5911.835449
	Iteration 48Q: 3 clusters Score -2.011049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 147852 members 
Entering Unmasked Estep 
Score: -20110490.000000 Penalty: 5911.835449
	Iteration 49Q: 3 clusters Score -2.011049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 147852 members 
Entering Unmasked Estep 
Score: -20110490.000000 Penalty: 5911.835449
	Iteration 50F: 3 clusters Score -2.011049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (157543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157543 members 
Entering Unmasked Estep 
Score: -20892302.000000 Penalty: 2967.928467
	Iteration 0F: 2 clusters Score -2.08923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78825 members 
Mstep: Class 2 contains 78718 members 
Entering Unmasked Estep 
Score: -20788324.000000 Penalty: 5935.856934
	Iteration 0F: 3 clusters Score -2.078832e+07 nChanged 75006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78197 members 
Mstep: Class 2 contains 79346 members 
Entering Unmasked Estep 
Score: -20831798.000000 Penalty: 5935.856934
	Iteration 1F: 3 clusters Score -2.08318e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77508 members 
Mstep: Class 2 contains 80035 members 
Entering Unmasked Estep 
Score: -20832526.000000 Penalty: 5935.856934
	Iteration 2Q: 3 clusters Score -2.083253e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76438 members 
Mstep: Class 2 contains 81105 members 
Entering Unmasked Estep 
Score: -20833636.000000 Penalty: 5935.856934
	Iteration 3Q: 3 clusters Score -2.083364e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74789 members 
Mstep: Class 2 contains 82754 members 
Entering Unmasked Estep 
Score: -20834862.000000 Penalty: 5935.856934
	Iteration 4Q: 3 clusters Score -2.083486e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72468 members 
Mstep: Class 2 contains 85075 members 
Entering Unmasked Estep 
Score: -20836468.000000 Penalty: 5935.856934
	Iteration 5Q: 3 clusters Score -2.083647e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69268 members 
Mstep: Class 2 contains 88275 members 
Entering Unmasked Estep 
Score: -20838378.000000 Penalty: 5935.856934
	Iteration 6Q: 3 clusters Score -2.083838e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64959 members 
Mstep: Class 2 contains 92584 members 
Entering Unmasked Estep 
Score: -20840792.000000 Penalty: 5935.856934
	Iteration 7Q: 3 clusters Score -2.084079e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59494 members 
Mstep: Class 2 contains 98049 members 
Entering Unmasked Estep 
Score: -20843822.000000 Penalty: 5935.856934
	Iteration 8Q: 3 clusters Score -2.084382e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 104894 members 
Entering Unmasked Estep 
Score: -20847464.000000 Penalty: 5935.856934
	Iteration 9F: 3 clusters Score -2.084746e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 113350 members 
Entering Unmasked Estep 
Score: -20852686.000000 Penalty: 5935.856934
	Iteration 10F: 3 clusters Score -2.085269e+07 nChanged 10191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 123335 members 
Entering Unmasked Estep 
Score: -20859982.000000 Penalty: 5935.856934
	Iteration 11F: 3 clusters Score -2.085998e+07 nChanged 10798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 134071 members 
Entering Unmasked Estep 
Score: -20868842.000000 Penalty: 5935.856934
	Iteration 12F: 3 clusters Score -2.086884e+07 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 143942 members 
Entering Unmasked Estep 
Score: -20877942.000000 Penalty: 5935.856934
	Iteration 13F: 3 clusters Score -2.087794e+07 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 151143 members 
Entering Unmasked Estep 
Score: -20884630.000000 Penalty: 5935.856934
	Iteration 14Q: 3 clusters Score -2.088463e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 154994 members 
Entering Unmasked Estep 
Score: -20888030.000000 Penalty: 5935.856934
	Iteration 15Q: 3 clusters Score -2.088803e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 156578 members 
Entering Unmasked Estep 
Score: -20889160.000000 Penalty: 5935.856934
	Iteration 16Q: 3 clusters Score -2.088916e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 157054 members 
Entering Unmasked Estep 
Score: -20889456.000000 Penalty: 5935.856934
	Iteration 17Q: 3 clusters Score -2.088946e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 157197 members 
Entering Unmasked Estep 
Score: -20889596.000000 Penalty: 5935.856934
	Iteration 18Q: 3 clusters Score -2.08896e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 157243 members 
Entering Unmasked Estep 
Score: -20889620.000000 Penalty: 5935.856934
	Iteration 19Q: 3 clusters Score -2.088962e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 157270 members 
Entering Unmasked Estep 
Score: -20889650.000000 Penalty: 5935.856934
	Iteration 20F: 3 clusters Score -2.088965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 157281 members 
Entering Unmasked Estep 
Score: -20889658.000000 Penalty: 5935.856934
	Iteration 21Q: 3 clusters Score -2.088966e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 157284 members 
Entering Unmasked Estep 
Score: -20889652.000000 Penalty: 5935.856934
	Iteration 22Q: 3 clusters Score -2.088965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 157286 members 
Entering Unmasked Estep 
Score: -20889656.000000 Penalty: 5935.856934
	Iteration 23Q: 3 clusters Score -2.088966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 157286 members 
Entering Unmasked Estep 
Score: -20889664.000000 Penalty: 5935.856934
	Iteration 24Q: 3 clusters Score -2.088966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 157289 members 
Entering Unmasked Estep 
Score: -20889668.000000 Penalty: 5935.856934
	Iteration 25Q: 3 clusters Score -2.088967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 157291 members 
Entering Unmasked Estep 
Score: -20889660.000000 Penalty: 5935.856934
	Iteration 26Q: 3 clusters Score -2.088966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 157293 members 
Entering Unmasked Estep 
Score: -20889662.000000 Penalty: 5935.856934
	Iteration 27Q: 3 clusters Score -2.088966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 157294 members 
Entering Unmasked Estep 
Score: -20889672.000000 Penalty: 5935.856934
	Iteration 28Q: 3 clusters Score -2.088967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 157294 members 
Entering Unmasked Estep 
Score: -20889672.000000 Penalty: 5935.856934
	Iteration 29F: 3 clusters Score -2.088967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Entering Unmasked Estep 
Score: -379906.250000 Penalty: 1972.858398
	Iteration 0F: 2 clusters Score -379906.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -376737.812500 Penalty: 3945.716797
	Iteration 0F: 3 clusters Score -376737.8 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -377325.593750 Penalty: 3945.716797
	Iteration 1F: 3 clusters Score -377325.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -377466.437500 Penalty: 3945.716797
	Iteration 2F: 3 clusters Score -377466.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -377563.968750 Penalty: 3945.716797
	Iteration 3Q: 3 clusters Score -377564 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -377664.968750 Penalty: 3945.716797
	Iteration 4Q: 3 clusters Score -377665 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -377776.187500 Penalty: 3945.716797
	Iteration 5Q: 3 clusters Score -377776.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -377863.437500 Penalty: 3945.716797
	Iteration 6Q: 3 clusters Score -377863.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -377945.281250 Penalty: 3945.716797
	Iteration 7Q: 3 clusters Score -377945.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -378006.343750 Penalty: 3945.716797
	Iteration 8Q: 3 clusters Score -378006.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -378080.375000 Penalty: 3945.716797
	Iteration 9Q: 3 clusters Score -378080.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -378147.656250 Penalty: 3945.716797
	Iteration 10Q: 3 clusters Score -378147.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -378214.968750 Penalty: 3945.716797
	Iteration 11Q: 3 clusters Score -378215 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -378317.406250 Penalty: 3945.716797
	Iteration 12Q: 3 clusters Score -378317.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -378485.593750 Penalty: 3945.716797
	Iteration 13Q: 3 clusters Score -378485.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -378656.031250 Penalty: 3945.716797
	Iteration 14Q: 3 clusters Score -378656 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -378820.875000 Penalty: 3945.716797
	Iteration 15Q: 3 clusters Score -378820.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -378946.093750 Penalty: 3945.716797
	Iteration 16Q: 3 clusters Score -378946.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -379055.343750 Penalty: 3945.716797
	Iteration 17Q: 3 clusters Score -379055.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -379142.875000 Penalty: 3945.716797
	Iteration 18Q: 3 clusters Score -379142.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -379223.218750 Penalty: 3945.716797
	Iteration 19Q: 3 clusters Score -379223.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -379341.593750 Penalty: 3945.716797
	Iteration 20F: 3 clusters Score -379341.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -379464.093750 Penalty: 3945.716797
	Iteration 21Q: 3 clusters Score -379464.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -379561.687500 Penalty: 3945.716797
	Iteration 22Q: 3 clusters Score -379561.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -379623.031250 Penalty: 3945.716797
	Iteration 23Q: 3 clusters Score -379623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -379653.781250 Penalty: 3945.716797
	Iteration 24Q: 3 clusters Score -379653.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -379671.343750 Penalty: 3945.716797
	Iteration 25Q: 3 clusters Score -379671.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -379685.093750 Penalty: 3945.716797
	Iteration 26Q: 3 clusters Score -379685.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -379692.500000 Penalty: 3945.716797
	Iteration 27Q: 3 clusters Score -379692.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -379697.687500 Penalty: 3945.716797
	Iteration 28Q: 3 clusters Score -379697.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -379704.125000 Penalty: 3945.716797
	Iteration 29Q: 3 clusters Score -379704.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -379707.718750 Penalty: 3945.716797
	Iteration 30Q: 3 clusters Score -379707.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -379709.968750 Penalty: 3945.716797
	Iteration 31Q: 3 clusters Score -379710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -379709.968750 Penalty: 3945.716797
	Iteration 32F: 3 clusters Score -379710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Entering Unmasked Estep 
Score: -1106444.375000 Penalty: 2239.057617
	Iteration 0F: 2 clusters Score -1106444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1099804.125000 Penalty: 4478.115234
	Iteration 0F: 3 clusters Score -1099804 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1101525.500000 Penalty: 4478.115234
	Iteration 1F: 3 clusters Score -1101526 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1101801.125000 Penalty: 4478.115234
	Iteration 2F: 3 clusters Score -1101801 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1101996.125000 Penalty: 4478.115234
	Iteration 3F: 3 clusters Score -1101996 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1102163.125000 Penalty: 4478.115234
	Iteration 4Q: 3 clusters Score -1102163 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1102349.500000 Penalty: 4478.115234
	Iteration 5Q: 3 clusters Score -1102350 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1102585.875000 Penalty: 4478.115234
	Iteration 6Q: 3 clusters Score -1102586 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1102926.500000 Penalty: 4478.115234
	Iteration 7F: 3 clusters Score -1102926 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1103298.375000 Penalty: 4478.115234
	Iteration 8F: 3 clusters Score -1103298 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1103690.375000 Penalty: 4478.115234
	Iteration 9F: 3 clusters Score -1103690 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1104100.250000 Penalty: 4478.115234
	Iteration 10F: 3 clusters Score -1104100 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1104423.375000 Penalty: 4478.115234
	Iteration 11Q: 3 clusters Score -1104423 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1104699.000000 Penalty: 4478.115234
	Iteration 12Q: 3 clusters Score -1104699 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1104894.250000 Penalty: 4478.115234
	Iteration 13Q: 3 clusters Score -1104894 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1105043.750000 Penalty: 4478.115234
	Iteration 14Q: 3 clusters Score -1105044 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1105116.000000 Penalty: 4478.115234
	Iteration 15Q: 3 clusters Score -1105116 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1105152.000000 Penalty: 4478.115234
	Iteration 16Q: 3 clusters Score -1105152 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1105180.750000 Penalty: 4478.115234
	Iteration 17Q: 3 clusters Score -1105181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1105193.625000 Penalty: 4478.115234
	Iteration 18Q: 3 clusters Score -1105194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1105208.750000 Penalty: 4478.115234
	Iteration 19Q: 3 clusters Score -1105209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1105215.875000 Penalty: 4478.115234
	Iteration 20F: 3 clusters Score -1105216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1105226.250000 Penalty: 4478.115234
	Iteration 21Q: 3 clusters Score -1105226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1105233.000000 Penalty: 4478.115234
	Iteration 22Q: 3 clusters Score -1105233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1105236.750000 Penalty: 4478.115234
	Iteration 23Q: 3 clusters Score -1105237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1105238.375000 Penalty: 4478.115234
	Iteration 24Q: 3 clusters Score -1105238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1105241.250000 Penalty: 4478.115234
	Iteration 25Q: 3 clusters Score -1105241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1105245.625000 Penalty: 4478.115234
	Iteration 26Q: 3 clusters Score -1105246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1105246.250000 Penalty: 4478.115234
	Iteration 27Q: 3 clusters Score -1105246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1105246.625000 Penalty: 4478.115234
	Iteration 28Q: 3 clusters Score -1105247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1105248.000000 Penalty: 4478.115234
	Iteration 29Q: 3 clusters Score -1105248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1105247.500000 Penalty: 4478.115234
	Iteration 30Q: 3 clusters Score -1105248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1105248.250000 Penalty: 4478.115234
	Iteration 31Q: 3 clusters Score -1105248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1105248.000000 Penalty: 4478.115234
	Iteration 32Q: 3 clusters Score -1105248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1105247.875000 Penalty: 4478.115234
	Iteration 33Q: 3 clusters Score -1105248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1105247.875000 Penalty: 4478.115234
	Iteration 34F: 3 clusters Score -1105248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Entering Unmasked Estep 
Score: -1780615.125000 Penalty: 2356.468750
	Iteration 0F: 2 clusters Score -1780615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1770736.250000 Penalty: 4712.937500
	Iteration 0F: 3 clusters Score -1770736 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1773901.000000 Penalty: 4712.937500
	Iteration 1F: 3 clusters Score -1773901 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1774531.125000 Penalty: 4712.937500
	Iteration 2F: 3 clusters Score -1774531 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1775275.750000 Penalty: 4712.937500
	Iteration 3F: 3 clusters Score -1775276 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1776050.375000 Penalty: 4712.937500
	Iteration 4F: 3 clusters Score -1776050 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1776861.875000 Penalty: 4712.937500
	Iteration 5F: 3 clusters Score -1776862 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1777595.750000 Penalty: 4712.937500
	Iteration 6F: 3 clusters Score -1777596 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1778162.750000 Penalty: 4712.937500
	Iteration 7F: 3 clusters Score -1778163 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1778612.125000 Penalty: 4712.937500
	Iteration 8Q: 3 clusters Score -1778612 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1778943.250000 Penalty: 4712.937500
	Iteration 9Q: 3 clusters Score -1778943 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1779192.125000 Penalty: 4712.937500
	Iteration 10Q: 3 clusters Score -1779192 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1779320.125000 Penalty: 4712.937500
	Iteration 11Q: 3 clusters Score -1779320 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1779372.625000 Penalty: 4712.937500
	Iteration 12Q: 3 clusters Score -1779373 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1779415.125000 Penalty: 4712.937500
	Iteration 13Q: 3 clusters Score -1779415 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1779440.750000 Penalty: 4712.937500
	Iteration 14Q: 3 clusters Score -1779441 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1779458.500000 Penalty: 4712.937500
	Iteration 15Q: 3 clusters Score -1779458 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1779465.875000 Penalty: 4712.937500
	Iteration 16Q: 3 clusters Score -1779466 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1779483.625000 Penalty: 4712.937500
	Iteration 17Q: 3 clusters Score -1779484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1779496.750000 Penalty: 4712.937500
	Iteration 18Q: 3 clusters Score -1779497 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1779500.875000 Penalty: 4712.937500
	Iteration 19Q: 3 clusters Score -1779501 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1779517.250000 Penalty: 4712.937500
	Iteration 20F: 3 clusters Score -1779517 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1779521.750000 Penalty: 4712.937500
	Iteration 21Q: 3 clusters Score -1779522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1779533.875000 Penalty: 4712.937500
	Iteration 22Q: 3 clusters Score -1779534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1779537.625000 Penalty: 4712.937500
	Iteration 23Q: 3 clusters Score -1779538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1779539.875000 Penalty: 4712.937500
	Iteration 24Q: 3 clusters Score -1779540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1779544.125000 Penalty: 4712.937500
	Iteration 25Q: 3 clusters Score -1779544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1779540.875000 Penalty: 4712.937500
	Iteration 26Q: 3 clusters Score -1779541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1779547.375000 Penalty: 4712.937500
	Iteration 27Q: 3 clusters Score -1779547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1779548.625000 Penalty: 4712.937500
	Iteration 28Q: 3 clusters Score -1779549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1779551.875000 Penalty: 4712.937500
	Iteration 29Q: 3 clusters Score -1779552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1779555.625000 Penalty: 4712.937500
	Iteration 30Q: 3 clusters Score -1779556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1779562.250000 Penalty: 4712.937500
	Iteration 31Q: 3 clusters Score -1779562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1779560.750000 Penalty: 4712.937500
	Iteration 32Q: 3 clusters Score -1779561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1779563.875000 Penalty: 4712.937500
	Iteration 33Q: 3 clusters Score -1779564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1779566.500000 Penalty: 4712.937500
	Iteration 34Q: 3 clusters Score -1779566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1779568.750000 Penalty: 4712.937500
	Iteration 35Q: 3 clusters Score -1779569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1779565.625000 Penalty: 4712.937500
	Iteration 36Q: 3 clusters Score -1779566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1779567.250000 Penalty: 4712.937500
	Iteration 37Q: 3 clusters Score -1779567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1779568.375000 Penalty: 4712.937500
	Iteration 38Q: 3 clusters Score -1779568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1779569.875000 Penalty: 4712.937500
	Iteration 39Q: 3 clusters Score -1779570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1779570.375000 Penalty: 4712.937500
	Iteration 40F: 3 clusters Score -1779570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1779571.125000 Penalty: 4712.937500
	Iteration 41Q: 3 clusters Score -1779571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1779571.000000 Penalty: 4712.937500
	Iteration 42Q: 3 clusters Score -1779571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1779575.875000 Penalty: 4712.937500
	Iteration 43Q: 3 clusters Score -1779576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1779577.375000 Penalty: 4712.937500
	Iteration 44Q: 3 clusters Score -1779577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1779575.750000 Penalty: 4712.937500
	Iteration 45Q: 3 clusters Score -1779576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1779575.875000 Penalty: 4712.937500
	Iteration 46Q: 3 clusters Score -1779576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1779576.125000 Penalty: 4712.937500
	Iteration 47Q: 3 clusters Score -1779576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1779577.750000 Penalty: 4712.937500
	Iteration 48Q: 3 clusters Score -1779578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1779575.500000 Penalty: 4712.937500
	Iteration 49Q: 3 clusters Score -1779576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1779581.250000 Penalty: 4712.937500
	Iteration 50Q: 3 clusters Score -1779581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1779583.750000 Penalty: 4712.937500
	Iteration 51Q: 3 clusters Score -1779584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1779579.500000 Penalty: 4712.937500
	Iteration 52Q: 3 clusters Score -1779580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1779584.875000 Penalty: 4712.937500
	Iteration 53Q: 3 clusters Score -1779585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1779581.750000 Penalty: 4712.937500
	Iteration 54Q: 3 clusters Score -1779582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1779583.875000 Penalty: 4712.937500
	Iteration 55Q: 3 clusters Score -1779584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1779584.625000 Penalty: 4712.937500
	Iteration 56Q: 3 clusters Score -1779585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1779587.125000 Penalty: 4712.937500
	Iteration 57Q: 3 clusters Score -1779587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1779587.125000 Penalty: 4712.937500
	Iteration 58F: 3 clusters Score -1779587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Entering Unmasked Estep 
Score: -1047963.250000 Penalty: 2236.275635
	Iteration 0F: 2 clusters Score -1047963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1041428.250000 Penalty: 4472.551270
	Iteration 0F: 3 clusters Score -1041428 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1043359.562500 Penalty: 4472.551270
	Iteration 1F: 3 clusters Score -1043360 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1043903.937500 Penalty: 4472.551270
	Iteration 2F: 3 clusters Score -1043904 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1044400.062500 Penalty: 4472.551270
	Iteration 3F: 3 clusters Score -1044400 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1044874.187500 Penalty: 4472.551270
	Iteration 4F: 3 clusters Score -1044874 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1045314.937500 Penalty: 4472.551270
	Iteration 5F: 3 clusters Score -1045315 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1045645.000000 Penalty: 4472.551270
	Iteration 6F: 3 clusters Score -1045645 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1045847.375000 Penalty: 4472.551270
	Iteration 7Q: 3 clusters Score -1045847 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1045993.187500 Penalty: 4472.551270
	Iteration 8Q: 3 clusters Score -1045993 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1046085.312500 Penalty: 4472.551270
	Iteration 9Q: 3 clusters Score -1046085 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1046152.500000 Penalty: 4472.551270
	Iteration 10Q: 3 clusters Score -1046152 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1046207.625000 Penalty: 4472.551270
	Iteration 11Q: 3 clusters Score -1046208 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1046252.875000 Penalty: 4472.551270
	Iteration 12Q: 3 clusters Score -1046253 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1046287.312500 Penalty: 4472.551270
	Iteration 13Q: 3 clusters Score -1046287 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1046318.000000 Penalty: 4472.551270
	Iteration 14Q: 3 clusters Score -1046318 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1046344.312500 Penalty: 4472.551270
	Iteration 15Q: 3 clusters Score -1046344 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1046369.062500 Penalty: 4472.551270
	Iteration 16Q: 3 clusters Score -1046369 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1046392.562500 Penalty: 4472.551270
	Iteration 17Q: 3 clusters Score -1046393 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1046415.812500 Penalty: 4472.551270
	Iteration 18Q: 3 clusters Score -1046416 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1046435.250000 Penalty: 4472.551270
	Iteration 19Q: 3 clusters Score -1046435 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1046456.500000 Penalty: 4472.551270
	Iteration 20F: 3 clusters Score -1046456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1046469.500000 Penalty: 4472.551270
	Iteration 21Q: 3 clusters Score -1046470 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1046484.625000 Penalty: 4472.551270
	Iteration 22Q: 3 clusters Score -1046485 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1046498.187500 Penalty: 4472.551270
	Iteration 23Q: 3 clusters Score -1046498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1046510.312500 Penalty: 4472.551270
	Iteration 24Q: 3 clusters Score -1046510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1046519.500000 Penalty: 4472.551270
	Iteration 25Q: 3 clusters Score -1046520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1046531.500000 Penalty: 4472.551270
	Iteration 26Q: 3 clusters Score -1046532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1046537.937500 Penalty: 4472.551270
	Iteration 27Q: 3 clusters Score -1046538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1046543.187500 Penalty: 4472.551270
	Iteration 28Q: 3 clusters Score -1046543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1046545.000000 Penalty: 4472.551270
	Iteration 29Q: 3 clusters Score -1046545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1046549.062500 Penalty: 4472.551270
	Iteration 30Q: 3 clusters Score -1046549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1046554.187500 Penalty: 4472.551270
	Iteration 31Q: 3 clusters Score -1046554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1046556.125000 Penalty: 4472.551270
	Iteration 32Q: 3 clusters Score -1046556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1046565.750000 Penalty: 4472.551270
	Iteration 33Q: 3 clusters Score -1046566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1046569.250000 Penalty: 4472.551270
	Iteration 34Q: 3 clusters Score -1046569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1046575.687500 Penalty: 4472.551270
	Iteration 35Q: 3 clusters Score -1046576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1046580.812500 Penalty: 4472.551270
	Iteration 36Q: 3 clusters Score -1046581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1046581.187500 Penalty: 4472.551270
	Iteration 37Q: 3 clusters Score -1046581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1046583.250000 Penalty: 4472.551270
	Iteration 38Q: 3 clusters Score -1046583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1046585.000000 Penalty: 4472.551270
	Iteration 39Q: 3 clusters Score -1046585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1046587.187500 Penalty: 4472.551270
	Iteration 40F: 3 clusters Score -1046587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1046593.937500 Penalty: 4472.551270
	Iteration 41Q: 3 clusters Score -1046594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1046601.000000 Penalty: 4472.551270
	Iteration 42Q: 3 clusters Score -1046601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1046602.500000 Penalty: 4472.551270
	Iteration 43Q: 3 clusters Score -1046602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1046602.500000 Penalty: 4472.551270
	Iteration 44Q: 3 clusters Score -1046602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1046604.812500 Penalty: 4472.551270
	Iteration 45Q: 3 clusters Score -1046605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1046606.000000 Penalty: 4472.551270
	Iteration 46Q: 3 clusters Score -1046606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1046608.125000 Penalty: 4472.551270
	Iteration 47Q: 3 clusters Score -1046608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1046608.375000 Penalty: 4472.551270
	Iteration 48Q: 3 clusters Score -1046608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1046609.250000 Penalty: 4472.551270
	Iteration 49Q: 3 clusters Score -1046609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1046612.187500 Penalty: 4472.551270
	Iteration 50Q: 3 clusters Score -1046612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1046613.937500 Penalty: 4472.551270
	Iteration 51Q: 3 clusters Score -1046614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1046616.312500 Penalty: 4472.551270
	Iteration 52Q: 3 clusters Score -1046616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1046614.500000 Penalty: 4472.551270
	Iteration 53Q: 3 clusters Score -1046614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1046615.250000 Penalty: 4472.551270
	Iteration 54Q: 3 clusters Score -1046615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1046619.000000 Penalty: 4472.551270
	Iteration 55Q: 3 clusters Score -1046619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1046618.750000 Penalty: 4472.551270
	Iteration 56Q: 3 clusters Score -1046619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1046619.687500 Penalty: 4472.551270
	Iteration 57Q: 3 clusters Score -1046620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1046621.125000 Penalty: 4472.551270
	Iteration 58Q: 3 clusters Score -1046621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1046622.812500 Penalty: 4472.551270
	Iteration 59Q: 3 clusters Score -1046623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1046624.437500 Penalty: 4472.551270
	Iteration 60F: 3 clusters Score -1046624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1046623.812500 Penalty: 4472.551270
	Iteration 61Q: 3 clusters Score -1046624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1046624.500000 Penalty: 4472.551270
	Iteration 62Q: 3 clusters Score -1046624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1046625.375000 Penalty: 4472.551270
	Iteration 63Q: 3 clusters Score -1046625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1046625.875000 Penalty: 4472.551270
	Iteration 64Q: 3 clusters Score -1046626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1046625.500000 Penalty: 4472.551270
	Iteration 65Q: 3 clusters Score -1046626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1046627.187500 Penalty: 4472.551270
	Iteration 66Q: 3 clusters Score -1046627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1046628.625000 Penalty: 4472.551270
	Iteration 67Q: 3 clusters Score -1046629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1046628.250000 Penalty: 4472.551270
	Iteration 68Q: 3 clusters Score -1046628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1046628.250000 Penalty: 4472.551270
	Iteration 69F: 3 clusters Score -1046628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Entering Unmasked Estep 
Score: -3569718.500000 Penalty: 2530.159912
	Iteration 0F: 2 clusters Score -3569718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3551260.750000 Penalty: 5060.319824
	Iteration 0F: 3 clusters Score -3551261 nChanged 11984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3557477.000000 Penalty: 5060.319824
	Iteration 1F: 3 clusters Score -3557477 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -3557919.000000 Penalty: 5060.319824
	Iteration 2Q: 3 clusters Score -3557919 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -3558280.250000 Penalty: 5060.319824
	Iteration 3Q: 3 clusters Score -3558280 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -3558621.250000 Penalty: 5060.319824
	Iteration 4Q: 3 clusters Score -3558621 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -3558969.500000 Penalty: 5060.319824
	Iteration 5Q: 3 clusters Score -3558970 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -3559343.000000 Penalty: 5060.319824
	Iteration 6Q: 3 clusters Score -3559343 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -3559780.750000 Penalty: 5060.319824
	Iteration 7Q: 3 clusters Score -3559781 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -3560217.000000 Penalty: 5060.319824
	Iteration 8Q: 3 clusters Score -3560217 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -3560664.250000 Penalty: 5060.319824
	Iteration 9Q: 3 clusters Score -3560664 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -3561011.000000 Penalty: 5060.319824
	Iteration 10Q: 3 clusters Score -3561011 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -3561317.000000 Penalty: 5060.319824
	Iteration 11Q: 3 clusters Score -3561317 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -3561606.250000 Penalty: 5060.319824
	Iteration 12Q: 3 clusters Score -3561606 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -3561906.500000 Penalty: 5060.319824
	Iteration 13Q: 3 clusters Score -3561906 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -3562173.750000 Penalty: 5060.319824
	Iteration 14Q: 3 clusters Score -3562174 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -3562424.000000 Penalty: 5060.319824
	Iteration 15Q: 3 clusters Score -3562424 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -3562726.750000 Penalty: 5060.319824
	Iteration 16Q: 3 clusters Score -3562727 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -3563053.250000 Penalty: 5060.319824
	Iteration 17Q: 3 clusters Score -3563053 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -3563447.750000 Penalty: 5060.319824
	Iteration 18Q: 3 clusters Score -3563448 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -3563859.500000 Penalty: 5060.319824
	Iteration 19Q: 3 clusters Score -3563860 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -3564340.750000 Penalty: 5060.319824
	Iteration 20F: 3 clusters Score -3564341 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -3564831.500000 Penalty: 5060.319824
	Iteration 21Q: 3 clusters Score -3564832 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -3565275.250000 Penalty: 5060.319824
	Iteration 22Q: 3 clusters Score -3565275 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -3565585.500000 Penalty: 5060.319824
	Iteration 23Q: 3 clusters Score -3565586 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -3565834.000000 Penalty: 5060.319824
	Iteration 24Q: 3 clusters Score -3565834 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -3566026.000000 Penalty: 5060.319824
	Iteration 25Q: 3 clusters Score -3566026 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -3566180.250000 Penalty: 5060.319824
	Iteration 26Q: 3 clusters Score -3566180 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -3566307.000000 Penalty: 5060.319824
	Iteration 27Q: 3 clusters Score -3566307 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3566417.750000 Penalty: 5060.319824
	Iteration 28Q: 3 clusters Score -3566418 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -3566518.250000 Penalty: 5060.319824
	Iteration 29Q: 3 clusters Score -3566518 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3566625.500000 Penalty: 5060.319824
	Iteration 30Q: 3 clusters Score -3566626 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3566735.500000 Penalty: 5060.319824
	Iteration 31Q: 3 clusters Score -3566736 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3566811.750000 Penalty: 5060.319824
	Iteration 32Q: 3 clusters Score -3566812 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3566879.500000 Penalty: 5060.319824
	Iteration 33Q: 3 clusters Score -3566880 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3566924.500000 Penalty: 5060.319824
	Iteration 34Q: 3 clusters Score -3566924 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3566997.000000 Penalty: 5060.319824
	Iteration 35Q: 3 clusters Score -3566997 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3567060.250000 Penalty: 5060.319824
	Iteration 36Q: 3 clusters Score -3567060 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3567123.250000 Penalty: 5060.319824
	Iteration 37Q: 3 clusters Score -3567123 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3567153.250000 Penalty: 5060.319824
	Iteration 38Q: 3 clusters Score -3567153 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3567192.750000 Penalty: 5060.319824
	Iteration 39Q: 3 clusters Score -3567193 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3567222.250000 Penalty: 5060.319824
	Iteration 40F: 3 clusters Score -3567222 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3567253.500000 Penalty: 5060.319824
	Iteration 41Q: 3 clusters Score -3567254 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3567276.500000 Penalty: 5060.319824
	Iteration 42Q: 3 clusters Score -3567276 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3567309.250000 Penalty: 5060.319824
	Iteration 43Q: 3 clusters Score -3567309 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3567332.750000 Penalty: 5060.319824
	Iteration 44Q: 3 clusters Score -3567333 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3567360.250000 Penalty: 5060.319824
	Iteration 45Q: 3 clusters Score -3567360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3567369.500000 Penalty: 5060.319824
	Iteration 46Q: 3 clusters Score -3567370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3567389.250000 Penalty: 5060.319824
	Iteration 47Q: 3 clusters Score -3567389 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3567407.250000 Penalty: 5060.319824
	Iteration 48Q: 3 clusters Score -3567407 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3567433.750000 Penalty: 5060.319824
	Iteration 49Q: 3 clusters Score -3567434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3567438.750000 Penalty: 5060.319824
	Iteration 50Q: 3 clusters Score -3567439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3567449.000000 Penalty: 5060.319824
	Iteration 51Q: 3 clusters Score -3567449 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3567459.250000 Penalty: 5060.319824
	Iteration 52Q: 3 clusters Score -3567459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3567472.000000 Penalty: 5060.319824
	Iteration 53Q: 3 clusters Score -3567472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3567483.250000 Penalty: 5060.319824
	Iteration 54Q: 3 clusters Score -3567483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3567491.000000 Penalty: 5060.319824
	Iteration 55Q: 3 clusters Score -3567491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3567506.500000 Penalty: 5060.319824
	Iteration 56Q: 3 clusters Score -3567506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3567510.750000 Penalty: 5060.319824
	Iteration 57Q: 3 clusters Score -3567511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3567511.750000 Penalty: 5060.319824
	Iteration 58Q: 3 clusters Score -3567512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3567521.250000 Penalty: 5060.319824
	Iteration 59Q: 3 clusters Score -3567521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3567526.000000 Penalty: 5060.319824
	Iteration 60F: 3 clusters Score -3567526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3567529.750000 Penalty: 5060.319824
	Iteration 61Q: 3 clusters Score -3567530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3567528.750000 Penalty: 5060.319824
	Iteration 62Q: 3 clusters Score -3567529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3567531.000000 Penalty: 5060.319824
	Iteration 63Q: 3 clusters Score -3567531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3567533.250000 Penalty: 5060.319824
	Iteration 64Q: 3 clusters Score -3567533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3567533.250000 Penalty: 5060.319824
	Iteration 65F: 3 clusters Score -3567533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (68599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Entering Unmasked Estep 
Score: -9248754.000000 Penalty: 2761.736084
	Iteration 0F: 2 clusters Score -9248754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -9202624.000000 Penalty: 5523.472168
	Iteration 0F: 3 clusters Score -9202624 nChanged 32161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -9220890.000000 Penalty: 5523.472168
	Iteration 1F: 3 clusters Score -9220890 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -9221947.000000 Penalty: 5523.472168
	Iteration 2Q: 3 clusters Score -9221947 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -9223904.000000 Penalty: 5523.472168
	Iteration 3F: 3 clusters Score -9223904 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -9226987.000000 Penalty: 5523.472168
	Iteration 4F: 3 clusters Score -9226987 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -9231043.000000 Penalty: 5523.472168
	Iteration 5F: 3 clusters Score -9231043 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 48956 members 
Entering Unmasked Estep 
Score: -9235134.000000 Penalty: 5523.472168
	Iteration 6F: 3 clusters Score -9235134 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -9238342.000000 Penalty: 5523.472168
	Iteration 7F: 3 clusters Score -9238342 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -9240934.000000 Penalty: 5523.472168
	Iteration 8F: 3 clusters Score -9240934 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 56700 members 
Entering Unmasked Estep 
Score: -9242867.000000 Penalty: 5523.472168
	Iteration 9Q: 3 clusters Score -9242867 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
Score: -9244109.000000 Penalty: 5523.472168
	Iteration 10Q: 3 clusters Score -9244109 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 58945 members 
Entering Unmasked Estep 
Score: -9244811.000000 Penalty: 5523.472168
	Iteration 11Q: 3 clusters Score -9244811 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -9245216.000000 Penalty: 5523.472168
	Iteration 12Q: 3 clusters Score -9245216 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 60311 members 
Entering Unmasked Estep 
Score: -9245498.000000 Penalty: 5523.472168
	Iteration 13Q: 3 clusters Score -9245498 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 60856 members 
Entering Unmasked Estep 
Score: -9245679.000000 Penalty: 5523.472168
	Iteration 14Q: 3 clusters Score -9245679 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 61324 members 
Entering Unmasked Estep 
Score: -9245829.000000 Penalty: 5523.472168
	Iteration 15Q: 3 clusters Score -9245829 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 61752 members 
Entering Unmasked Estep 
Score: -9245948.000000 Penalty: 5523.472168
	Iteration 16Q: 3 clusters Score -9245948 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 62167 members 
Entering Unmasked Estep 
Score: -9246067.000000 Penalty: 5523.472168
	Iteration 17Q: 3 clusters Score -9246067 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 62531 members 
Entering Unmasked Estep 
Score: -9246165.000000 Penalty: 5523.472168
	Iteration 18Q: 3 clusters Score -9246165 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 62880 members 
Entering Unmasked Estep 
Score: -9246291.000000 Penalty: 5523.472168
	Iteration 19Q: 3 clusters Score -9246291 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 63204 members 
Entering Unmasked Estep 
Score: -9246366.000000 Penalty: 5523.472168
	Iteration 20F: 3 clusters Score -9246366 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 63479 members 
Entering Unmasked Estep 
Score: -9246425.000000 Penalty: 5523.472168
	Iteration 21Q: 3 clusters Score -9246425 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 63728 members 
Entering Unmasked Estep 
Score: -9246475.000000 Penalty: 5523.472168
	Iteration 22Q: 3 clusters Score -9246475 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 63967 members 
Entering Unmasked Estep 
Score: -9246555.000000 Penalty: 5523.472168
	Iteration 23Q: 3 clusters Score -9246555 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 64174 members 
Entering Unmasked Estep 
Score: -9246615.000000 Penalty: 5523.472168
	Iteration 24Q: 3 clusters Score -9246615 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 64360 members 
Entering Unmasked Estep 
Score: -9246667.000000 Penalty: 5523.472168
	Iteration 25Q: 3 clusters Score -9246667 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 64558 members 
Entering Unmasked Estep 
Score: -9246716.000000 Penalty: 5523.472168
	Iteration 26Q: 3 clusters Score -9246716 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 64738 members 
Entering Unmasked Estep 
Score: -9246782.000000 Penalty: 5523.472168
	Iteration 27Q: 3 clusters Score -9246782 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -9246799.000000 Penalty: 5523.472168
	Iteration 28Q: 3 clusters Score -9246799 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 65036 members 
Entering Unmasked Estep 
Score: -9246814.000000 Penalty: 5523.472168
	Iteration 29Q: 3 clusters Score -9246814 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -9246835.000000 Penalty: 5523.472168
	Iteration 30Q: 3 clusters Score -9246835 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 65289 members 
Entering Unmasked Estep 
Score: -9246842.000000 Penalty: 5523.472168
	Iteration 31Q: 3 clusters Score -9246842 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 65395 members 
Entering Unmasked Estep 
Score: -9246895.000000 Penalty: 5523.472168
	Iteration 32Q: 3 clusters Score -9246895 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 65495 members 
Entering Unmasked Estep 
Score: -9246894.000000 Penalty: 5523.472168
	Iteration 33Q: 3 clusters Score -9246894 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 65576 members 
Entering Unmasked Estep 
Score: -9246905.000000 Penalty: 5523.472168
	Iteration 34Q: 3 clusters Score -9246905 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 65642 members 
Entering Unmasked Estep 
Score: -9246904.000000 Penalty: 5523.472168
	Iteration 35Q: 3 clusters Score -9246904 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 65705 members 
Entering Unmasked Estep 
Score: -9246975.000000 Penalty: 5523.472168
	Iteration 36Q: 3 clusters Score -9246975 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 65765 members 
Entering Unmasked Estep 
Score: -9246984.000000 Penalty: 5523.472168
	Iteration 37Q: 3 clusters Score -9246984 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 65818 members 
Entering Unmasked Estep 
Score: -9246992.000000 Penalty: 5523.472168
	Iteration 38Q: 3 clusters Score -9246992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 65869 members 
Entering Unmasked Estep 
Score: -9246983.000000 Penalty: 5523.472168
	Iteration 39Q: 3 clusters Score -9246983 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 65907 members 
Entering Unmasked Estep 
Score: -9247003.000000 Penalty: 5523.472168
	Iteration 40F: 3 clusters Score -9247003 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 65946 members 
Entering Unmasked Estep 
Score: -9247010.000000 Penalty: 5523.472168
	Iteration 41Q: 3 clusters Score -9247010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 65973 members 
Entering Unmasked Estep 
Score: -9247022.000000 Penalty: 5523.472168
	Iteration 42Q: 3 clusters Score -9247022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 65997 members 
Entering Unmasked Estep 
Score: -9247028.000000 Penalty: 5523.472168
	Iteration 43Q: 3 clusters Score -9247028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 66012 members 
Entering Unmasked Estep 
Score: -9247033.000000 Penalty: 5523.472168
	Iteration 44Q: 3 clusters Score -9247033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 66021 members 
Entering Unmasked Estep 
Score: -9247030.000000 Penalty: 5523.472168
	Iteration 45Q: 3 clusters Score -9247030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 66031 members 
Entering Unmasked Estep 
Score: -9247036.000000 Penalty: 5523.472168
	Iteration 46Q: 3 clusters Score -9247036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 66045 members 
Entering Unmasked Estep 
Score: -9247031.000000 Penalty: 5523.472168
	Iteration 47Q: 3 clusters Score -9247031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -9247027.000000 Penalty: 5523.472168
	Iteration 48Q: 3 clusters Score -9247027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 66066 members 
Entering Unmasked Estep 
Score: -9247025.000000 Penalty: 5523.472168
	Iteration 49Q: 3 clusters Score -9247025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 66075 members 
Entering Unmasked Estep 
Score: -9247027.000000 Penalty: 5523.472168
	Iteration 50Q: 3 clusters Score -9247027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 66083 members 
Entering Unmasked Estep 
Score: -9247025.000000 Penalty: 5523.472168
	Iteration 51Q: 3 clusters Score -9247025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 66088 members 
Entering Unmasked Estep 
Score: -9247034.000000 Penalty: 5523.472168
	Iteration 52Q: 3 clusters Score -9247034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 66094 members 
Entering Unmasked Estep 
Score: -9247030.000000 Penalty: 5523.472168
	Iteration 53Q: 3 clusters Score -9247030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 66100 members 
Entering Unmasked Estep 
Score: -9247031.000000 Penalty: 5523.472168
	Iteration 54Q: 3 clusters Score -9247031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 66103 members 
Entering Unmasked Estep 
Score: -9247032.000000 Penalty: 5523.472168
	Iteration 55Q: 3 clusters Score -9247032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 66104 members 
Entering Unmasked Estep 
Score: -9247041.000000 Penalty: 5523.472168
	Iteration 56Q: 3 clusters Score -9247041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 66105 members 
Entering Unmasked Estep 
Score: -9247039.000000 Penalty: 5523.472168
	Iteration 57Q: 3 clusters Score -9247039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 66106 members 
Entering Unmasked Estep 
Score: -9247036.000000 Penalty: 5523.472168
	Iteration 58Q: 3 clusters Score -9247036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 66106 members 
Entering Unmasked Estep 
Score: -9247036.000000 Penalty: 5523.472168
	Iteration 59F: 3 clusters Score -9247036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (166006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166006 members 
Entering Unmasked Estep 
Score: -22451720.000000 Penalty: 2980.905273
	Iteration 0F: 2 clusters Score -2.245172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83019 members 
Mstep: Class 2 contains 82987 members 
Entering Unmasked Estep 
Score: -22342902.000000 Penalty: 5961.810547
	Iteration 0F: 3 clusters Score -2.23429e+07 nChanged 79668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82857 members 
Mstep: Class 2 contains 83149 members 
Entering Unmasked Estep 
Score: -22389172.000000 Penalty: 5961.810547
	Iteration 1F: 3 clusters Score -2.238917e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82675 members 
Mstep: Class 2 contains 83331 members 
Entering Unmasked Estep 
Score: -22389934.000000 Penalty: 5961.810547
	Iteration 2Q: 3 clusters Score -2.238993e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82566 members 
Mstep: Class 2 contains 83440 members 
Entering Unmasked Estep 
Score: -22390680.000000 Penalty: 5961.810547
	Iteration 3Q: 3 clusters Score -2.239068e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82540 members 
Mstep: Class 2 contains 83466 members 
Entering Unmasked Estep 
Score: -22391352.000000 Penalty: 5961.810547
	Iteration 4Q: 3 clusters Score -2.239135e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82652 members 
Mstep: Class 2 contains 83354 members 
Entering Unmasked Estep 
Score: -22392310.000000 Penalty: 5961.810547
	Iteration 5Q: 3 clusters Score -2.239231e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83041 members 
Mstep: Class 2 contains 82965 members 
Entering Unmasked Estep 
Score: -22393248.000000 Penalty: 5961.810547
	Iteration 6Q: 3 clusters Score -2.239325e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83630 members 
Mstep: Class 2 contains 82376 members 
Entering Unmasked Estep 
Score: -22394580.000000 Penalty: 5961.810547
	Iteration 7Q: 3 clusters Score -2.239458e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84517 members 
Mstep: Class 2 contains 81489 members 
Entering Unmasked Estep 
Score: -22396240.000000 Penalty: 5961.810547
	Iteration 8Q: 3 clusters Score -2.239624e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85790 members 
Mstep: Class 2 contains 80216 members 
Entering Unmasked Estep 
Score: -22398428.000000 Penalty: 5961.810547
	Iteration 9Q: 3 clusters Score -2.239843e+07 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87497 members 
Mstep: Class 2 contains 78509 members 
Entering Unmasked Estep 
Score: -22401484.000000 Penalty: 5961.810547
	Iteration 10Q: 3 clusters Score -2.240148e+07 nChanged 8070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89765 members 
Mstep: Class 2 contains 76241 members 
Entering Unmasked Estep 
Score: -22406022.000000 Penalty: 5961.810547
	Iteration 11Q: 3 clusters Score -2.240602e+07 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92564 members 
Mstep: Class 2 contains 73442 members 
Entering Unmasked Estep 
Score: -22412474.000000 Penalty: 5961.810547
	Iteration 12F: 3 clusters Score -2.241247e+07 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95190 members 
Mstep: Class 2 contains 70816 members 
Entering Unmasked Estep 
Score: -22420084.000000 Penalty: 5961.810547
	Iteration 13F: 3 clusters Score -2.242008e+07 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97265 members 
Mstep: Class 2 contains 68741 members 
Entering Unmasked Estep 
Score: -22426598.000000 Penalty: 5961.810547
	Iteration 14F: 3 clusters Score -2.24266e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98666 members 
Mstep: Class 2 contains 67340 members 
Entering Unmasked Estep 
Score: -22430018.000000 Penalty: 5961.810547
	Iteration 15Q: 3 clusters Score -2.243002e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99885 members 
Mstep: Class 2 contains 66121 members 
Entering Unmasked Estep 
Score: -22431658.000000 Penalty: 5961.810547
	Iteration 16Q: 3 clusters Score -2.243166e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101026 members 
Mstep: Class 2 contains 64980 members 
Entering Unmasked Estep 
Score: -22432678.000000 Penalty: 5961.810547
	Iteration 17Q: 3 clusters Score -2.243268e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102121 members 
Mstep: Class 2 contains 63885 members 
Entering Unmasked Estep 
Score: -22433428.000000 Penalty: 5961.810547
	Iteration 18Q: 3 clusters Score -2.243343e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103189 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -22434362.000000 Penalty: 5961.810547
	Iteration 19Q: 3 clusters Score -2.243436e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104196 members 
Mstep: Class 2 contains 61810 members 
Entering Unmasked Estep 
Score: -22435130.000000 Penalty: 5961.810547
	Iteration 20F: 3 clusters Score -2.243513e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105214 members 
Mstep: Class 2 contains 60792 members 
Entering Unmasked Estep 
Score: -22435766.000000 Penalty: 5961.810547
	Iteration 21Q: 3 clusters Score -2.243577e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106193 members 
Mstep: Class 2 contains 59813 members 
Entering Unmasked Estep 
Score: -22436424.000000 Penalty: 5961.810547
	Iteration 22Q: 3 clusters Score -2.243642e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107119 members 
Mstep: Class 2 contains 58887 members 
Entering Unmasked Estep 
Score: -22436974.000000 Penalty: 5961.810547
	Iteration 23Q: 3 clusters Score -2.243697e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107988 members 
Mstep: Class 2 contains 58018 members 
Entering Unmasked Estep 
Score: -22437334.000000 Penalty: 5961.810547
	Iteration 24Q: 3 clusters Score -2.243733e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108948 members 
Mstep: Class 2 contains 57058 members 
Entering Unmasked Estep 
Score: -22437692.000000 Penalty: 5961.810547
	Iteration 25Q: 3 clusters Score -2.243769e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109939 members 
Mstep: Class 2 contains 56067 members 
Entering Unmasked Estep 
Score: -22438050.000000 Penalty: 5961.810547
	Iteration 26Q: 3 clusters Score -2.243805e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110830 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -22438376.000000 Penalty: 5961.810547
	Iteration 27Q: 3 clusters Score -2.243838e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111734 members 
Mstep: Class 2 contains 54272 members 
Entering Unmasked Estep 
Score: -22438532.000000 Penalty: 5961.810547
	Iteration 28Q: 3 clusters Score -2.243853e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112670 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -22438750.000000 Penalty: 5961.810547
	Iteration 29Q: 3 clusters Score -2.243875e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113626 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -22438816.000000 Penalty: 5961.810547
	Iteration 30Q: 3 clusters Score -2.243882e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114613 members 
Mstep: Class 2 contains 51393 members 
Entering Unmasked Estep 
Score: -22439010.000000 Penalty: 5961.810547
	Iteration 31Q: 3 clusters Score -2.243901e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115636 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -22439114.000000 Penalty: 5961.810547
	Iteration 32Q: 3 clusters Score -2.243911e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116682 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -22439246.000000 Penalty: 5961.810547
	Iteration 33Q: 3 clusters Score -2.243925e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117698 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -22439400.000000 Penalty: 5961.810547
	Iteration 34Q: 3 clusters Score -2.24394e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118824 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -22439478.000000 Penalty: 5961.810547
	Iteration 35Q: 3 clusters Score -2.243948e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120017 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -22439724.000000 Penalty: 5961.810547
	Iteration 36Q: 3 clusters Score -2.243972e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121253 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -22439890.000000 Penalty: 5961.810547
	Iteration 37Q: 3 clusters Score -2.243989e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122535 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -22440088.000000 Penalty: 5961.810547
	Iteration 38Q: 3 clusters Score -2.244009e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123820 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -22440232.000000 Penalty: 5961.810547
	Iteration 39Q: 3 clusters Score -2.244023e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125218 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -22440370.000000 Penalty: 5961.810547
	Iteration 40F: 3 clusters Score -2.244037e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126615 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -22440634.000000 Penalty: 5961.810547
	Iteration 41Q: 3 clusters Score -2.244063e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128110 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -22440966.000000 Penalty: 5961.810547
	Iteration 42Q: 3 clusters Score -2.244097e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129715 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -22441468.000000 Penalty: 5961.810547
	Iteration 43Q: 3 clusters Score -2.244147e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131403 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -22442096.000000 Penalty: 5961.810547
	Iteration 44Q: 3 clusters Score -2.24421e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133162 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -22442456.000000 Penalty: 5961.810547
	Iteration 45Q: 3 clusters Score -2.244246e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134898 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -22442854.000000 Penalty: 5961.810547
	Iteration 46Q: 3 clusters Score -2.244285e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136635 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -22443478.000000 Penalty: 5961.810547
	Iteration 47Q: 3 clusters Score -2.244348e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138391 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -22444114.000000 Penalty: 5961.810547
	Iteration 48Q: 3 clusters Score -2.244411e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140094 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -22444924.000000 Penalty: 5961.810547
	Iteration 49Q: 3 clusters Score -2.244492e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141783 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -22445568.000000 Penalty: 5961.810547
	Iteration 50Q: 3 clusters Score -2.244557e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143371 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -22446338.000000 Penalty: 5961.810547
	Iteration 51Q: 3 clusters Score -2.244634e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144873 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -22446872.000000 Penalty: 5961.810547
	Iteration 52Q: 3 clusters Score -2.244687e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146293 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -22447480.000000 Penalty: 5961.810547
	Iteration 53Q: 3 clusters Score -2.244748e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147583 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -22447872.000000 Penalty: 5961.810547
	Iteration 54Q: 3 clusters Score -2.244787e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148738 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -22448184.000000 Penalty: 5961.810547
	Iteration 55Q: 3 clusters Score -2.244818e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149860 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -22448492.000000 Penalty: 5961.810547
	Iteration 56Q: 3 clusters Score -2.244849e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151004 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -22448790.000000 Penalty: 5961.810547
	Iteration 57Q: 3 clusters Score -2.244879e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152092 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -22448954.000000 Penalty: 5961.810547
	Iteration 58Q: 3 clusters Score -2.244895e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153094 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -22449268.000000 Penalty: 5961.810547
	Iteration 59Q: 3 clusters Score -2.244927e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154010 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -22449394.000000 Penalty: 5961.810547
	Iteration 60F: 3 clusters Score -2.244939e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154857 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -22449578.000000 Penalty: 5961.810547
	Iteration 61Q: 3 clusters Score -2.244958e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155638 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -22449752.000000 Penalty: 5961.810547
	Iteration 62Q: 3 clusters Score -2.244975e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156355 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -22449838.000000 Penalty: 5961.810547
	Iteration 63Q: 3 clusters Score -2.244984e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156991 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -22450000.000000 Penalty: 5961.810547
	Iteration 64Q: 3 clusters Score -2.245e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157595 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -22450020.000000 Penalty: 5961.810547
	Iteration 65Q: 3 clusters Score -2.245002e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158187 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -22449984.000000 Penalty: 5961.810547
	Iteration 66Q: 3 clusters Score -2.244998e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158753 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -22450114.000000 Penalty: 5961.810547
	Iteration 67Q: 3 clusters Score -2.245011e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159247 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -22450124.000000 Penalty: 5961.810547
	Iteration 68Q: 3 clusters Score -2.245012e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159698 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -22450132.000000 Penalty: 5961.810547
	Iteration 69Q: 3 clusters Score -2.245013e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160094 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -22450224.000000 Penalty: 5961.810547
	Iteration 70Q: 3 clusters Score -2.245022e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160430 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -22450220.000000 Penalty: 5961.810547
	Iteration 71Q: 3 clusters Score -2.245022e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160737 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -22450222.000000 Penalty: 5961.810547
	Iteration 72Q: 3 clusters Score -2.245022e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160988 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -22450246.000000 Penalty: 5961.810547
	Iteration 73Q: 3 clusters Score -2.245025e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161206 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -22450226.000000 Penalty: 5961.810547
	Iteration 74Q: 3 clusters Score -2.245023e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161375 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -22450224.000000 Penalty: 5961.810547
	Iteration 75Q: 3 clusters Score -2.245022e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161535 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -22450218.000000 Penalty: 5961.810547
	Iteration 76Q: 3 clusters Score -2.245022e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161685 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -22450236.000000 Penalty: 5961.810547
	Iteration 77Q: 3 clusters Score -2.245024e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161841 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -22450286.000000 Penalty: 5961.810547
	Iteration 78Q: 3 clusters Score -2.245029e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161975 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -22450272.000000 Penalty: 5961.810547
	Iteration 79Q: 3 clusters Score -2.245027e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162088 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -22450270.000000 Penalty: 5961.810547
	Iteration 80F: 3 clusters Score -2.245027e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162195 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -22450254.000000 Penalty: 5961.810547
	Iteration 81Q: 3 clusters Score -2.245025e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162305 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -22450208.000000 Penalty: 5961.810547
	Iteration 82Q: 3 clusters Score -2.245021e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162408 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -22450142.000000 Penalty: 5961.810547
	Iteration 83Q: 3 clusters Score -2.245014e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162498 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -22450164.000000 Penalty: 5961.810547
	Iteration 84Q: 3 clusters Score -2.245016e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162584 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -22450176.000000 Penalty: 5961.810547
	Iteration 85Q: 3 clusters Score -2.245018e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162660 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -22450162.000000 Penalty: 5961.810547
	Iteration 86Q: 3 clusters Score -2.245016e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162711 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -22450158.000000 Penalty: 5961.810547
	Iteration 87Q: 3 clusters Score -2.245016e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162763 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -22450132.000000 Penalty: 5961.810547
	Iteration 88Q: 3 clusters Score -2.245013e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162811 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -22450094.000000 Penalty: 5961.810547
	Iteration 89Q: 3 clusters Score -2.245009e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162858 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -22450080.000000 Penalty: 5961.810547
	Iteration 90Q: 3 clusters Score -2.245008e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162894 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -22450068.000000 Penalty: 5961.810547
	Iteration 91Q: 3 clusters Score -2.245007e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162927 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -22450046.000000 Penalty: 5961.810547
	Iteration 92Q: 3 clusters Score -2.245005e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162959 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -22450068.000000 Penalty: 5961.810547
	Iteration 93Q: 3 clusters Score -2.245007e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162993 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -22450080.000000 Penalty: 5961.810547
	Iteration 94Q: 3 clusters Score -2.245008e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163021 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -22450090.000000 Penalty: 5961.810547
	Iteration 95Q: 3 clusters Score -2.245009e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163051 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -22450084.000000 Penalty: 5961.810547
	Iteration 96Q: 3 clusters Score -2.245008e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163073 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -22450090.000000 Penalty: 5961.810547
	Iteration 97Q: 3 clusters Score -2.245009e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163098 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -22450066.000000 Penalty: 5961.810547
	Iteration 98Q: 3 clusters Score -2.245007e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163130 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -22450082.000000 Penalty: 5961.810547
	Iteration 99Q: 3 clusters Score -2.245008e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163154 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -22450100.000000 Penalty: 5961.810547
	Iteration 100F: 3 clusters Score -2.24501e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163179 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -22450072.000000 Penalty: 5961.810547
	Iteration 101Q: 3 clusters Score -2.245007e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163204 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -22450066.000000 Penalty: 5961.810547
	Iteration 102Q: 3 clusters Score -2.245007e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163218 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -22450066.000000 Penalty: 5961.810547
	Iteration 103Q: 3 clusters Score -2.245007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163228 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -22450054.000000 Penalty: 5961.810547
	Iteration 104Q: 3 clusters Score -2.245005e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163240 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -22450066.000000 Penalty: 5961.810547
	Iteration 105Q: 3 clusters Score -2.245007e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163258 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -22450060.000000 Penalty: 5961.810547
	Iteration 106Q: 3 clusters Score -2.245006e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163274 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -22450092.000000 Penalty: 5961.810547
	Iteration 107Q: 3 clusters Score -2.245009e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163285 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -22450068.000000 Penalty: 5961.810547
	Iteration 108Q: 3 clusters Score -2.245007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163293 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -22450062.000000 Penalty: 5961.810547
	Iteration 109Q: 3 clusters Score -2.245006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163297 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -22450064.000000 Penalty: 5961.810547
	Iteration 110Q: 3 clusters Score -2.245006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163305 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -22450058.000000 Penalty: 5961.810547
	Iteration 111Q: 3 clusters Score -2.245006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163314 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -22450058.000000 Penalty: 5961.810547
	Iteration 112Q: 3 clusters Score -2.245006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163318 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -22450064.000000 Penalty: 5961.810547
	Iteration 113Q: 3 clusters Score -2.245006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163322 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -22450054.000000 Penalty: 5961.810547
	Iteration 114Q: 3 clusters Score -2.245005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163325 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -22450066.000000 Penalty: 5961.810547
	Iteration 115Q: 3 clusters Score -2.245007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163327 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -22450072.000000 Penalty: 5961.810547
	Iteration 116Q: 3 clusters Score -2.245007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163328 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -22450066.000000 Penalty: 5961.810547
	Iteration 117Q: 3 clusters Score -2.245007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163330 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -22450066.000000 Penalty: 5961.810547
	Iteration 118Q: 3 clusters Score -2.245007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163331 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -22450066.000000 Penalty: 5961.810547
	Iteration 119Q: 3 clusters Score -2.245007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163333 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -22450080.000000 Penalty: 5961.810547
	Iteration 120F: 3 clusters Score -2.245008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163336 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -22450072.000000 Penalty: 5961.810547
	Iteration 121Q: 3 clusters Score -2.245007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163337 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -22450076.000000 Penalty: 5961.810547
	Iteration 122Q: 3 clusters Score -2.245008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163336 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -22450074.000000 Penalty: 5961.810547
	Iteration 123Q: 3 clusters Score -2.245007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163337 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -22450078.000000 Penalty: 5961.810547
	Iteration 124Q: 3 clusters Score -2.245008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163337 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -22450078.000000 Penalty: 5961.810547
	Iteration 125F: 3 clusters Score -2.245008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Entering Unmasked Estep 
Score: -6378387.000000 Penalty: 2670.364746
	Iteration 0F: 2 clusters Score -6378387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -6346298.500000 Penalty: 5340.729492
	Iteration 0F: 3 clusters Score -6346298 nChanged 21928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -6358884.500000 Penalty: 5340.729492
	Iteration 1F: 3 clusters Score -6358884 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -6359967.000000 Penalty: 5340.729492
	Iteration 2Q: 3 clusters Score -6359967 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -6361697.500000 Penalty: 5340.729492
	Iteration 3F: 3 clusters Score -6361698 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -6364316.500000 Penalty: 5340.729492
	Iteration 4F: 3 clusters Score -6364316 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -6367595.000000 Penalty: 5340.729492
	Iteration 5F: 3 clusters Score -6367595 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -6370822.000000 Penalty: 5340.729492
	Iteration 6F: 3 clusters Score -6370822 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -6373440.000000 Penalty: 5340.729492
	Iteration 7F: 3 clusters Score -6373440 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -6375141.500000 Penalty: 5340.729492
	Iteration 8Q: 3 clusters Score -6375142 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -6375780.500000 Penalty: 5340.729492
	Iteration 9Q: 3 clusters Score -6375780 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -6376057.500000 Penalty: 5340.729492
	Iteration 10Q: 3 clusters Score -6376058 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -6376128.500000 Penalty: 5340.729492
	Iteration 11Q: 3 clusters Score -6376128 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -6376221.500000 Penalty: 5340.729492
	Iteration 12Q: 3 clusters Score -6376222 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -6376274.500000 Penalty: 5340.729492
	Iteration 13Q: 3 clusters Score -6376274 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -6376314.500000 Penalty: 5340.729492
	Iteration 14Q: 3 clusters Score -6376314 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -6376354.000000 Penalty: 5340.729492
	Iteration 15Q: 3 clusters Score -6376354 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -6376398.500000 Penalty: 5340.729492
	Iteration 16Q: 3 clusters Score -6376398 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -6376451.000000 Penalty: 5340.729492
	Iteration 17Q: 3 clusters Score -6376451 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -6376503.500000 Penalty: 5340.729492
	Iteration 18Q: 3 clusters Score -6376504 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -6376563.000000 Penalty: 5340.729492
	Iteration 19Q: 3 clusters Score -6376563 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -6376582.000000 Penalty: 5340.729492
	Iteration 20F: 3 clusters Score -6376582 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -6376602.500000 Penalty: 5340.729492
	Iteration 21Q: 3 clusters Score -6376602 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -6376635.000000 Penalty: 5340.729492
	Iteration 22Q: 3 clusters Score -6376635 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -6376655.000000 Penalty: 5340.729492
	Iteration 23Q: 3 clusters Score -6376655 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -6376653.500000 Penalty: 5340.729492
	Iteration 24Q: 3 clusters Score -6376654 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -6376678.000000 Penalty: 5340.729492
	Iteration 25Q: 3 clusters Score -6376678 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -6376689.000000 Penalty: 5340.729492
	Iteration 26Q: 3 clusters Score -6376689 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -6376684.000000 Penalty: 5340.729492
	Iteration 27Q: 3 clusters Score -6376684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -6376707.500000 Penalty: 5340.729492
	Iteration 28Q: 3 clusters Score -6376708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -6376720.500000 Penalty: 5340.729492
	Iteration 29Q: 3 clusters Score -6376720 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -6376721.500000 Penalty: 5340.729492
	Iteration 30Q: 3 clusters Score -6376722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -6376721.500000 Penalty: 5340.729492
	Iteration 31Q: 3 clusters Score -6376722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -6376727.000000 Penalty: 5340.729492
	Iteration 32Q: 3 clusters Score -6376727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -6376723.000000 Penalty: 5340.729492
	Iteration 33Q: 3 clusters Score -6376723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -6376732.000000 Penalty: 5340.729492
	Iteration 34Q: 3 clusters Score -6376732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -6376734.000000 Penalty: 5340.729492
	Iteration 35Q: 3 clusters Score -6376734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -6376738.000000 Penalty: 5340.729492
	Iteration 36Q: 3 clusters Score -6376738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -6376734.000000 Penalty: 5340.729492
	Iteration 37Q: 3 clusters Score -6376734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -6376736.500000 Penalty: 5340.729492
	Iteration 38Q: 3 clusters Score -6376736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -6376739.500000 Penalty: 5340.729492
	Iteration 39Q: 3 clusters Score -6376740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -6376747.000000 Penalty: 5340.729492
	Iteration 40F: 3 clusters Score -6376747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -6376753.000000 Penalty: 5340.729492
	Iteration 41Q: 3 clusters Score -6376753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -6376744.500000 Penalty: 5340.729492
	Iteration 42Q: 3 clusters Score -6376744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -6376753.000000 Penalty: 5340.729492
	Iteration 43Q: 3 clusters Score -6376753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -6376749.500000 Penalty: 5340.729492
	Iteration 44Q: 3 clusters Score -6376750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -6376739.500000 Penalty: 5340.729492
	Iteration 45Q: 3 clusters Score -6376740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -6376738.500000 Penalty: 5340.729492
	Iteration 46Q: 3 clusters Score -6376738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -6376741.500000 Penalty: 5340.729492
	Iteration 47Q: 3 clusters Score -6376742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -6376741.000000 Penalty: 5340.729492
	Iteration 48Q: 3 clusters Score -6376741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -6376751.000000 Penalty: 5340.729492
	Iteration 49Q: 3 clusters Score -6376751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -6376761.500000 Penalty: 5340.729492
	Iteration 50Q: 3 clusters Score -6376762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -6376770.500000 Penalty: 5340.729492
	Iteration 51Q: 3 clusters Score -6376770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -6376770.000000 Penalty: 5340.729492
	Iteration 52Q: 3 clusters Score -6376770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -6376771.000000 Penalty: 5340.729492
	Iteration 53Q: 3 clusters Score -6376771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -6376783.500000 Penalty: 5340.729492
	Iteration 54Q: 3 clusters Score -6376784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -6376779.000000 Penalty: 5340.729492
	Iteration 55Q: 3 clusters Score -6376779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 45160 members 
Entering Unmasked Estep 
Score: -6376781.500000 Penalty: 5340.729492
	Iteration 56Q: 3 clusters Score -6376782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -6376784.500000 Penalty: 5340.729492
	Iteration 57Q: 3 clusters Score -6376784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -6376788.500000 Penalty: 5340.729492
	Iteration 58Q: 3 clusters Score -6376788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -6376787.500000 Penalty: 5340.729492
	Iteration 59Q: 3 clusters Score -6376788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -6376787.500000 Penalty: 5340.729492
	Iteration 60F: 3 clusters Score -6376788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -45004.183594 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -45004.18 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 180 members 
Entering Unmasked Estep 
Score: -43597.152344 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -43597.15 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43784.535156 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -43784.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43903.003906 Penalty: 2956.658691
	Iteration 2F: 3 clusters Score -43903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43959.726562 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -43959.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43979.933594 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -43979.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43989.167969 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -43989.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44021.632812 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -44021.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -44049.847656 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -44049.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -44061.453125 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -44061.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -44065.605469 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -44065.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44067.402344 Penalty: 2956.658691
	Iteration 10Q: 3 clusters Score -44067.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44067.402344 Penalty: 2956.658691
	Iteration 11F: 3 clusters Score -44067.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (93698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93698 members 
Entering Unmasked Estep 
Score: -12146158.000000 Penalty: 2839.062256
	Iteration 0F: 2 clusters Score -1.214616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46726 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -12083833.000000 Penalty: 5678.124512
	Iteration 0F: 3 clusters Score -1.208383e+07 nChanged 44060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -12109061.000000 Penalty: 5678.124512
	Iteration 1F: 3 clusters Score -1.210906e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
Score: -12110344.000000 Penalty: 5678.124512
	Iteration 2Q: 3 clusters Score -1.211034e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -12112334.000000 Penalty: 5678.124512
	Iteration 3Q: 3 clusters Score -1.211233e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -12115005.000000 Penalty: 5678.124512
	Iteration 4F: 3 clusters Score -1.2115e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -12118418.000000 Penalty: 5678.124512
	Iteration 5F: 3 clusters Score -1.211842e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -12121883.000000 Penalty: 5678.124512
	Iteration 6F: 3 clusters Score -1.212188e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54423 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -12124750.000000 Penalty: 5678.124512
	Iteration 7F: 3 clusters Score -1.212475e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55335 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -12126724.000000 Penalty: 5678.124512
	Iteration 8F: 3 clusters Score -1.212672e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -12128065.000000 Penalty: 5678.124512
	Iteration 9Q: 3 clusters Score -1.212806e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57257 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -12128952.000000 Penalty: 5678.124512
	Iteration 10Q: 3 clusters Score -1.212895e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58344 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -12129561.000000 Penalty: 5678.124512
	Iteration 11Q: 3 clusters Score -1.212956e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59551 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -12129966.000000 Penalty: 5678.124512
	Iteration 12Q: 3 clusters Score -1.212997e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60843 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -12130305.000000 Penalty: 5678.124512
	Iteration 13Q: 3 clusters Score -1.21303e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62266 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -12130551.000000 Penalty: 5678.124512
	Iteration 14Q: 3 clusters Score -1.213055e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63888 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -12130925.000000 Penalty: 5678.124512
	Iteration 15Q: 3 clusters Score -1.213092e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65750 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -12131298.000000 Penalty: 5678.124512
	Iteration 16Q: 3 clusters Score -1.21313e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67793 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -12131769.000000 Penalty: 5678.124512
	Iteration 17Q: 3 clusters Score -1.213177e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70027 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -12132484.000000 Penalty: 5678.124512
	Iteration 18Q: 3 clusters Score -1.213248e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72571 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -12133356.000000 Penalty: 5678.124512
	Iteration 19Q: 3 clusters Score -1.213336e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75396 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -12134517.000000 Penalty: 5678.124512
	Iteration 20F: 3 clusters Score -1.213452e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78398 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -12135927.000000 Penalty: 5678.124512
	Iteration 21Q: 3 clusters Score -1.213593e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81396 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -12137529.000000 Penalty: 5678.124512
	Iteration 22Q: 3 clusters Score -1.213753e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84208 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -12138965.000000 Penalty: 5678.124512
	Iteration 23Q: 3 clusters Score -1.213896e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86588 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -12140278.000000 Penalty: 5678.124512
	Iteration 24Q: 3 clusters Score -1.214028e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88519 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -12141314.000000 Penalty: 5678.124512
	Iteration 25Q: 3 clusters Score -1.214131e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90094 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -12142306.000000 Penalty: 5678.124512
	Iteration 26Q: 3 clusters Score -1.214231e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91205 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -12142926.000000 Penalty: 5678.124512
	Iteration 27Q: 3 clusters Score -1.214293e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91917 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -12143297.000000 Penalty: 5678.124512
	Iteration 28Q: 3 clusters Score -1.21433e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92332 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -12143524.000000 Penalty: 5678.124512
	Iteration 29Q: 3 clusters Score -1.214352e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92594 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -12143713.000000 Penalty: 5678.124512
	Iteration 30Q: 3 clusters Score -1.214371e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92725 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -12143816.000000 Penalty: 5678.124512
	Iteration 31Q: 3 clusters Score -1.214382e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92813 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -12143859.000000 Penalty: 5678.124512
	Iteration 32Q: 3 clusters Score -1.214386e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92859 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -12143890.000000 Penalty: 5678.124512
	Iteration 33Q: 3 clusters Score -1.214389e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92896 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -12143903.000000 Penalty: 5678.124512
	Iteration 34Q: 3 clusters Score -1.21439e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92924 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -12143906.000000 Penalty: 5678.124512
	Iteration 35Q: 3 clusters Score -1.214391e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92941 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -12143895.000000 Penalty: 5678.124512
	Iteration 36Q: 3 clusters Score -1.21439e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92952 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -12143918.000000 Penalty: 5678.124512
	Iteration 37Q: 3 clusters Score -1.214392e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92963 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -12143927.000000 Penalty: 5678.124512
	Iteration 38Q: 3 clusters Score -1.214393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92970 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -12143921.000000 Penalty: 5678.124512
	Iteration 39Q: 3 clusters Score -1.214392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92976 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -12143923.000000 Penalty: 5678.124512
	Iteration 40F: 3 clusters Score -1.214392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92981 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -12143917.000000 Penalty: 5678.124512
	Iteration 41Q: 3 clusters Score -1.214392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92989 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -12143918.000000 Penalty: 5678.124512
	Iteration 42Q: 3 clusters Score -1.214392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92992 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -12143932.000000 Penalty: 5678.124512
	Iteration 43Q: 3 clusters Score -1.214393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92993 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -12143927.000000 Penalty: 5678.124512
	Iteration 44Q: 3 clusters Score -1.214393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92997 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -12143929.000000 Penalty: 5678.124512
	Iteration 45Q: 3 clusters Score -1.214393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93000 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -12143942.000000 Penalty: 5678.124512
	Iteration 46Q: 3 clusters Score -1.214394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93001 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12143934.000000 Penalty: 5678.124512
	Iteration 47Q: 3 clusters Score -1.214393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93006 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -12143941.000000 Penalty: 5678.124512
	Iteration 48Q: 3 clusters Score -1.214394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93010 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -12143948.000000 Penalty: 5678.124512
	Iteration 49Q: 3 clusters Score -1.214395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93012 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -12143948.000000 Penalty: 5678.124512
	Iteration 50Q: 3 clusters Score -1.214395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93016 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -12143941.000000 Penalty: 5678.124512
	Iteration 51Q: 3 clusters Score -1.214394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93020 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -12143957.000000 Penalty: 5678.124512
	Iteration 52Q: 3 clusters Score -1.214396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93022 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -12143956.000000 Penalty: 5678.124512
	Iteration 53Q: 3 clusters Score -1.214396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93022 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -12143956.000000 Penalty: 5678.124512
	Iteration 54F: 3 clusters Score -1.214396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (150681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150681 members 
Entering Unmasked Estep 
Score: -20019418.000000 Penalty: 2956.884277
	Iteration 0F: 2 clusters Score -2.001942e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75394 members 
Mstep: Class 2 contains 75287 members 
Entering Unmasked Estep 
Score: -19919358.000000 Penalty: 5913.768555
	Iteration 0F: 3 clusters Score -1.991936e+07 nChanged 72319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76783 members 
Mstep: Class 2 contains 73898 members 
Entering Unmasked Estep 
Score: -19961630.000000 Penalty: 5913.768555
	Iteration 1F: 3 clusters Score -1.996163e+07 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78067 members 
Mstep: Class 2 contains 72614 members 
Entering Unmasked Estep 
Score: -19963088.000000 Penalty: 5913.768555
	Iteration 2Q: 3 clusters Score -1.996309e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80009 members 
Mstep: Class 2 contains 70672 members 
Entering Unmasked Estep 
Score: -19964934.000000 Penalty: 5913.768555
	Iteration 3Q: 3 clusters Score -1.996493e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82818 members 
Mstep: Class 2 contains 67863 members 
Entering Unmasked Estep 
Score: -19967358.000000 Penalty: 5913.768555
	Iteration 4Q: 3 clusters Score -1.996736e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86573 members 
Mstep: Class 2 contains 64108 members 
Entering Unmasked Estep 
Score: -19970878.000000 Penalty: 5913.768555
	Iteration 5F: 3 clusters Score -1.997088e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91173 members 
Mstep: Class 2 contains 59508 members 
Entering Unmasked Estep 
Score: -19975192.000000 Penalty: 5913.768555
	Iteration 6F: 3 clusters Score -1.997519e+07 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96475 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -19980076.000000 Penalty: 5913.768555
	Iteration 7F: 3 clusters Score -1.998008e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102101 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -19985424.000000 Penalty: 5913.768555
	Iteration 8F: 3 clusters Score -1.998542e+07 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107420 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -19991550.000000 Penalty: 5913.768555
	Iteration 9F: 3 clusters Score -1.999155e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111784 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -19996832.000000 Penalty: 5913.768555
	Iteration 10Q: 3 clusters Score -1.999683e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114988 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -20000582.000000 Penalty: 5913.768555
	Iteration 11Q: 3 clusters Score -2.000058e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117420 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -20002800.000000 Penalty: 5913.768555
	Iteration 12Q: 3 clusters Score -2.00028e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119652 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -20004072.000000 Penalty: 5913.768555
	Iteration 13Q: 3 clusters Score -2.000407e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121747 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -20005006.000000 Penalty: 5913.768555
	Iteration 14Q: 3 clusters Score -2.000501e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123891 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -20006054.000000 Penalty: 5913.768555
	Iteration 15Q: 3 clusters Score -2.000605e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126018 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -20006884.000000 Penalty: 5913.768555
	Iteration 16Q: 3 clusters Score -2.000688e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128080 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -20007780.000000 Penalty: 5913.768555
	Iteration 17Q: 3 clusters Score -2.000778e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130067 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -20008628.000000 Penalty: 5913.768555
	Iteration 18Q: 3 clusters Score -2.000863e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131982 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -20009508.000000 Penalty: 5913.768555
	Iteration 19Q: 3 clusters Score -2.000951e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133762 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -20010244.000000 Penalty: 5913.768555
	Iteration 20F: 3 clusters Score -2.001024e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135424 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -20010906.000000 Penalty: 5913.768555
	Iteration 21Q: 3 clusters Score -2.001091e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136960 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -20011516.000000 Penalty: 5913.768555
	Iteration 22Q: 3 clusters Score -2.001152e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138420 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -20012016.000000 Penalty: 5913.768555
	Iteration 23Q: 3 clusters Score -2.001202e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139757 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -20012564.000000 Penalty: 5913.768555
	Iteration 24Q: 3 clusters Score -2.001256e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140959 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -20013070.000000 Penalty: 5913.768555
	Iteration 25Q: 3 clusters Score -2.001307e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142058 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -20013594.000000 Penalty: 5913.768555
	Iteration 26Q: 3 clusters Score -2.001359e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143026 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -20013936.000000 Penalty: 5913.768555
	Iteration 27Q: 3 clusters Score -2.001394e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143923 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -20014278.000000 Penalty: 5913.768555
	Iteration 28Q: 3 clusters Score -2.001428e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144695 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -20014576.000000 Penalty: 5913.768555
	Iteration 29Q: 3 clusters Score -2.001458e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145424 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -20014966.000000 Penalty: 5913.768555
	Iteration 30Q: 3 clusters Score -2.001497e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146057 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -20015232.000000 Penalty: 5913.768555
	Iteration 31Q: 3 clusters Score -2.001523e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146596 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -20015544.000000 Penalty: 5913.768555
	Iteration 32Q: 3 clusters Score -2.001554e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147062 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -20015696.000000 Penalty: 5913.768555
	Iteration 33Q: 3 clusters Score -2.00157e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147489 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -20015900.000000 Penalty: 5913.768555
	Iteration 34Q: 3 clusters Score -2.00159e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147872 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -20016104.000000 Penalty: 5913.768555
	Iteration 35Q: 3 clusters Score -2.00161e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148197 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -20016234.000000 Penalty: 5913.768555
	Iteration 36Q: 3 clusters Score -2.001623e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148449 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -20016364.000000 Penalty: 5913.768555
	Iteration 37Q: 3 clusters Score -2.001636e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148640 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -20016460.000000 Penalty: 5913.768555
	Iteration 38Q: 3 clusters Score -2.001646e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148792 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -20016520.000000 Penalty: 5913.768555
	Iteration 39Q: 3 clusters Score -2.001652e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148920 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -20016574.000000 Penalty: 5913.768555
	Iteration 40F: 3 clusters Score -2.001657e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149018 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -20016628.000000 Penalty: 5913.768555
	Iteration 41Q: 3 clusters Score -2.001663e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149094 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -20016678.000000 Penalty: 5913.768555
	Iteration 42Q: 3 clusters Score -2.001668e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149164 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -20016710.000000 Penalty: 5913.768555
	Iteration 43Q: 3 clusters Score -2.001671e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149222 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -20016740.000000 Penalty: 5913.768555
	Iteration 44Q: 3 clusters Score -2.001674e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149275 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -20016770.000000 Penalty: 5913.768555
	Iteration 45Q: 3 clusters Score -2.001677e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149332 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -20016802.000000 Penalty: 5913.768555
	Iteration 46Q: 3 clusters Score -2.00168e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149382 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -20016846.000000 Penalty: 5913.768555
	Iteration 47Q: 3 clusters Score -2.001685e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149420 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -20016868.000000 Penalty: 5913.768555
	Iteration 48Q: 3 clusters Score -2.001687e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149448 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -20016890.000000 Penalty: 5913.768555
	Iteration 49Q: 3 clusters Score -2.001689e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149482 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -20016900.000000 Penalty: 5913.768555
	Iteration 50Q: 3 clusters Score -2.00169e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149512 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -20016912.000000 Penalty: 5913.768555
	Iteration 51Q: 3 clusters Score -2.001691e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149532 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -20016930.000000 Penalty: 5913.768555
	Iteration 52Q: 3 clusters Score -2.001693e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149555 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -20016924.000000 Penalty: 5913.768555
	Iteration 53Q: 3 clusters Score -2.001692e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149571 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -20016922.000000 Penalty: 5913.768555
	Iteration 54Q: 3 clusters Score -2.001692e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149589 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -20016940.000000 Penalty: 5913.768555
	Iteration 55Q: 3 clusters Score -2.001694e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149607 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -20016928.000000 Penalty: 5913.768555
	Iteration 56Q: 3 clusters Score -2.001693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149612 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -20016936.000000 Penalty: 5913.768555
	Iteration 57Q: 3 clusters Score -2.001694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149615 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -20016940.000000 Penalty: 5913.768555
	Iteration 58Q: 3 clusters Score -2.001694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149617 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -20016932.000000 Penalty: 5913.768555
	Iteration 59Q: 3 clusters Score -2.001693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149620 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -20016932.000000 Penalty: 5913.768555
	Iteration 60F: 3 clusters Score -2.001693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149623 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -20016940.000000 Penalty: 5913.768555
	Iteration 61Q: 3 clusters Score -2.001694e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149634 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -20016938.000000 Penalty: 5913.768555
	Iteration 62Q: 3 clusters Score -2.001694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149641 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -20016952.000000 Penalty: 5913.768555
	Iteration 63Q: 3 clusters Score -2.001695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149650 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -20016948.000000 Penalty: 5913.768555
	Iteration 64Q: 3 clusters Score -2.001695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149659 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -20016960.000000 Penalty: 5913.768555
	Iteration 65Q: 3 clusters Score -2.001696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149663 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -20016966.000000 Penalty: 5913.768555
	Iteration 66Q: 3 clusters Score -2.001697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149666 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -20016970.000000 Penalty: 5913.768555
	Iteration 67Q: 3 clusters Score -2.001697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149667 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -20016962.000000 Penalty: 5913.768555
	Iteration 68Q: 3 clusters Score -2.001696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149670 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -20016964.000000 Penalty: 5913.768555
	Iteration 69Q: 3 clusters Score -2.001696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149672 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -20016972.000000 Penalty: 5913.768555
	Iteration 70Q: 3 clusters Score -2.001697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149676 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -20016966.000000 Penalty: 5913.768555
	Iteration 71Q: 3 clusters Score -2.001697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149681 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -20016970.000000 Penalty: 5913.768555
	Iteration 72Q: 3 clusters Score -2.001697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149684 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -20016988.000000 Penalty: 5913.768555
	Iteration 73Q: 3 clusters Score -2.001699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149685 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -20016990.000000 Penalty: 5913.768555
	Iteration 74Q: 3 clusters Score -2.001699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149685 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -20016990.000000 Penalty: 5913.768555
	Iteration 75F: 3 clusters Score -2.001699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (155558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155558 members 
Entering Unmasked Estep 
Score: -21029718.000000 Penalty: 2964.783936
	Iteration 0F: 2 clusters Score -2.102972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77742 members 
Mstep: Class 2 contains 77816 members 
Entering Unmasked Estep 
Score: -20926916.000000 Penalty: 5929.567871
	Iteration 0F: 3 clusters Score -2.092692e+07 nChanged 74796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77992 members 
Mstep: Class 2 contains 77566 members 
Entering Unmasked Estep 
Score: -20970062.000000 Penalty: 5929.567871
	Iteration 1F: 3 clusters Score -2.097006e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78142 members 
Mstep: Class 2 contains 77416 members 
Entering Unmasked Estep 
Score: -20970694.000000 Penalty: 5929.567871
	Iteration 2Q: 3 clusters Score -2.097069e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78302 members 
Mstep: Class 2 contains 77256 members 
Entering Unmasked Estep 
Score: -20971340.000000 Penalty: 5929.567871
	Iteration 3Q: 3 clusters Score -2.097134e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78565 members 
Mstep: Class 2 contains 76993 members 
Entering Unmasked Estep 
Score: -20972022.000000 Penalty: 5929.567871
	Iteration 4Q: 3 clusters Score -2.097202e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78964 members 
Mstep: Class 2 contains 76594 members 
Entering Unmasked Estep 
Score: -20972790.000000 Penalty: 5929.567871
	Iteration 5Q: 3 clusters Score -2.097279e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79678 members 
Mstep: Class 2 contains 75880 members 
Entering Unmasked Estep 
Score: -20973978.000000 Penalty: 5929.567871
	Iteration 6Q: 3 clusters Score -2.097398e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80678 members 
Mstep: Class 2 contains 74880 members 
Entering Unmasked Estep 
Score: -20975686.000000 Penalty: 5929.567871
	Iteration 7Q: 3 clusters Score -2.097569e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82067 members 
Mstep: Class 2 contains 73491 members 
Entering Unmasked Estep 
Score: -20978368.000000 Penalty: 5929.567871
	Iteration 8Q: 3 clusters Score -2.097837e+07 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84007 members 
Mstep: Class 2 contains 71551 members 
Entering Unmasked Estep 
Score: -20982498.000000 Penalty: 5929.567871
	Iteration 9Q: 3 clusters Score -2.09825e+07 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86348 members 
Mstep: Class 2 contains 69210 members 
Entering Unmasked Estep 
Score: -20989306.000000 Penalty: 5929.567871
	Iteration 10F: 3 clusters Score -2.098931e+07 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88587 members 
Mstep: Class 2 contains 66971 members 
Entering Unmasked Estep 
Score: -20997478.000000 Penalty: 5929.567871
	Iteration 11F: 3 clusters Score -2.099748e+07 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90178 members 
Mstep: Class 2 contains 65380 members 
Entering Unmasked Estep 
Score: -21004054.000000 Penalty: 5929.567871
	Iteration 12F: 3 clusters Score -2.100405e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91265 members 
Mstep: Class 2 contains 64293 members 
Entering Unmasked Estep 
Score: -21006732.000000 Penalty: 5929.567871
	Iteration 13Q: 3 clusters Score -2.100673e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92275 members 
Mstep: Class 2 contains 63283 members 
Entering Unmasked Estep 
Score: -21007546.000000 Penalty: 5929.567871
	Iteration 14Q: 3 clusters Score -2.100755e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93224 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
Score: -21008234.000000 Penalty: 5929.567871
	Iteration 15Q: 3 clusters Score -2.100823e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94105 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -21008834.000000 Penalty: 5929.567871
	Iteration 16Q: 3 clusters Score -2.100883e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94975 members 
Mstep: Class 2 contains 60583 members 
Entering Unmasked Estep 
Score: -21009274.000000 Penalty: 5929.567871
	Iteration 17Q: 3 clusters Score -2.100927e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95864 members 
Mstep: Class 2 contains 59694 members 
Entering Unmasked Estep 
Score: -21009818.000000 Penalty: 5929.567871
	Iteration 18Q: 3 clusters Score -2.100982e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96752 members 
Mstep: Class 2 contains 58806 members 
Entering Unmasked Estep 
Score: -21010308.000000 Penalty: 5929.567871
	Iteration 19Q: 3 clusters Score -2.101031e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97673 members 
Mstep: Class 2 contains 57885 members 
Entering Unmasked Estep 
Score: -21010828.000000 Penalty: 5929.567871
	Iteration 20F: 3 clusters Score -2.101083e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98619 members 
Mstep: Class 2 contains 56939 members 
Entering Unmasked Estep 
Score: -21011386.000000 Penalty: 5929.567871
	Iteration 21Q: 3 clusters Score -2.101139e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99611 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -21011890.000000 Penalty: 5929.567871
	Iteration 22Q: 3 clusters Score -2.101189e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100604 members 
Mstep: Class 2 contains 54954 members 
Entering Unmasked Estep 
Score: -21012586.000000 Penalty: 5929.567871
	Iteration 23Q: 3 clusters Score -2.101259e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101531 members 
Mstep: Class 2 contains 54027 members 
Entering Unmasked Estep 
Score: -21013098.000000 Penalty: 5929.567871
	Iteration 24Q: 3 clusters Score -2.10131e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102427 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -21013550.000000 Penalty: 5929.567871
	Iteration 25Q: 3 clusters Score -2.101355e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103334 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
Score: -21014162.000000 Penalty: 5929.567871
	Iteration 26Q: 3 clusters Score -2.101416e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104239 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -21014802.000000 Penalty: 5929.567871
	Iteration 27Q: 3 clusters Score -2.10148e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105141 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -21015470.000000 Penalty: 5929.567871
	Iteration 28Q: 3 clusters Score -2.101547e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106067 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -21016142.000000 Penalty: 5929.567871
	Iteration 29Q: 3 clusters Score -2.101614e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107006 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -21016740.000000 Penalty: 5929.567871
	Iteration 30Q: 3 clusters Score -2.101674e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107983 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -21017256.000000 Penalty: 5929.567871
	Iteration 31Q: 3 clusters Score -2.101726e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109024 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -21017710.000000 Penalty: 5929.567871
	Iteration 32Q: 3 clusters Score -2.101771e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110078 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -21018138.000000 Penalty: 5929.567871
	Iteration 33Q: 3 clusters Score -2.101814e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110999 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -21018414.000000 Penalty: 5929.567871
	Iteration 34Q: 3 clusters Score -2.101841e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111914 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -21018610.000000 Penalty: 5929.567871
	Iteration 35Q: 3 clusters Score -2.101861e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112794 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -21018876.000000 Penalty: 5929.567871
	Iteration 36Q: 3 clusters Score -2.101888e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113617 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -21019164.000000 Penalty: 5929.567871
	Iteration 37Q: 3 clusters Score -2.101916e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114434 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -21019488.000000 Penalty: 5929.567871
	Iteration 38Q: 3 clusters Score -2.101949e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115271 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -21019628.000000 Penalty: 5929.567871
	Iteration 39Q: 3 clusters Score -2.101963e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116100 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -21019884.000000 Penalty: 5929.567871
	Iteration 40F: 3 clusters Score -2.101988e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116962 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -21020140.000000 Penalty: 5929.567871
	Iteration 41Q: 3 clusters Score -2.102014e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117794 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -21020330.000000 Penalty: 5929.567871
	Iteration 42Q: 3 clusters Score -2.102033e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118607 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -21020488.000000 Penalty: 5929.567871
	Iteration 43Q: 3 clusters Score -2.102049e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119428 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -21020542.000000 Penalty: 5929.567871
	Iteration 44Q: 3 clusters Score -2.102054e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120261 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -21020702.000000 Penalty: 5929.567871
	Iteration 45Q: 3 clusters Score -2.10207e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121099 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -21020918.000000 Penalty: 5929.567871
	Iteration 46Q: 3 clusters Score -2.102092e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121942 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -21021076.000000 Penalty: 5929.567871
	Iteration 47Q: 3 clusters Score -2.102108e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122764 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -21021260.000000 Penalty: 5929.567871
	Iteration 48Q: 3 clusters Score -2.102126e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123634 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -21021396.000000 Penalty: 5929.567871
	Iteration 49Q: 3 clusters Score -2.10214e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124474 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -21021616.000000 Penalty: 5929.567871
	Iteration 50Q: 3 clusters Score -2.102162e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125346 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -21021804.000000 Penalty: 5929.567871
	Iteration 51Q: 3 clusters Score -2.10218e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126133 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -21022062.000000 Penalty: 5929.567871
	Iteration 52Q: 3 clusters Score -2.102206e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126949 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -21022172.000000 Penalty: 5929.567871
	Iteration 53Q: 3 clusters Score -2.102217e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127773 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -21022324.000000 Penalty: 5929.567871
	Iteration 54Q: 3 clusters Score -2.102232e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128565 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -21022466.000000 Penalty: 5929.567871
	Iteration 55Q: 3 clusters Score -2.102247e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129355 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -21022648.000000 Penalty: 5929.567871
	Iteration 56Q: 3 clusters Score -2.102265e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130084 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -21022722.000000 Penalty: 5929.567871
	Iteration 57Q: 3 clusters Score -2.102272e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130897 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -21022858.000000 Penalty: 5929.567871
	Iteration 58Q: 3 clusters Score -2.102286e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131732 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -21022928.000000 Penalty: 5929.567871
	Iteration 59Q: 3 clusters Score -2.102293e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132533 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -21023082.000000 Penalty: 5929.567871
	Iteration 60F: 3 clusters Score -2.102308e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133324 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -21023172.000000 Penalty: 5929.567871
	Iteration 61Q: 3 clusters Score -2.102317e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134088 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -21023422.000000 Penalty: 5929.567871
	Iteration 62Q: 3 clusters Score -2.102342e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134804 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -21023522.000000 Penalty: 5929.567871
	Iteration 63Q: 3 clusters Score -2.102352e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135532 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -21023674.000000 Penalty: 5929.567871
	Iteration 64Q: 3 clusters Score -2.102367e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136304 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -21023726.000000 Penalty: 5929.567871
	Iteration 65Q: 3 clusters Score -2.102373e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137056 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -21023908.000000 Penalty: 5929.567871
	Iteration 66Q: 3 clusters Score -2.102391e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137830 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -21024008.000000 Penalty: 5929.567871
	Iteration 67Q: 3 clusters Score -2.102401e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138580 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -21024222.000000 Penalty: 5929.567871
	Iteration 68Q: 3 clusters Score -2.102422e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139330 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -21024474.000000 Penalty: 5929.567871
	Iteration 69Q: 3 clusters Score -2.102447e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140126 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -21024618.000000 Penalty: 5929.567871
	Iteration 70Q: 3 clusters Score -2.102462e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140863 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -21024762.000000 Penalty: 5929.567871
	Iteration 71Q: 3 clusters Score -2.102476e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141531 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -21025000.000000 Penalty: 5929.567871
	Iteration 72Q: 3 clusters Score -2.1025e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142184 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -21025134.000000 Penalty: 5929.567871
	Iteration 73Q: 3 clusters Score -2.102513e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142834 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -21025216.000000 Penalty: 5929.567871
	Iteration 74Q: 3 clusters Score -2.102522e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143462 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -21025418.000000 Penalty: 5929.567871
	Iteration 75Q: 3 clusters Score -2.102542e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144037 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -21025582.000000 Penalty: 5929.567871
	Iteration 76Q: 3 clusters Score -2.102558e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144653 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -21025682.000000 Penalty: 5929.567871
	Iteration 77Q: 3 clusters Score -2.102568e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145261 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -21025840.000000 Penalty: 5929.567871
	Iteration 78Q: 3 clusters Score -2.102584e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145844 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -21025954.000000 Penalty: 5929.567871
	Iteration 79Q: 3 clusters Score -2.102595e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146405 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -21026016.000000 Penalty: 5929.567871
	Iteration 80F: 3 clusters Score -2.102602e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146925 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -21026210.000000 Penalty: 5929.567871
	Iteration 81Q: 3 clusters Score -2.102621e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147435 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -21026326.000000 Penalty: 5929.567871
	Iteration 82Q: 3 clusters Score -2.102633e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147929 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -21026354.000000 Penalty: 5929.567871
	Iteration 83Q: 3 clusters Score -2.102635e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148356 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -21026400.000000 Penalty: 5929.567871
	Iteration 84Q: 3 clusters Score -2.10264e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148751 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -21026526.000000 Penalty: 5929.567871
	Iteration 85Q: 3 clusters Score -2.102653e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149119 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -21026514.000000 Penalty: 5929.567871
	Iteration 86Q: 3 clusters Score -2.102651e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149432 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -21026624.000000 Penalty: 5929.567871
	Iteration 87Q: 3 clusters Score -2.102662e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149729 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -21026702.000000 Penalty: 5929.567871
	Iteration 88Q: 3 clusters Score -2.10267e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150028 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -21026796.000000 Penalty: 5929.567871
	Iteration 89Q: 3 clusters Score -2.10268e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150295 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -21026790.000000 Penalty: 5929.567871
	Iteration 90Q: 3 clusters Score -2.102679e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150528 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -21026792.000000 Penalty: 5929.567871
	Iteration 91Q: 3 clusters Score -2.102679e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150772 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -21026846.000000 Penalty: 5929.567871
	Iteration 92Q: 3 clusters Score -2.102685e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151004 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -21026888.000000 Penalty: 5929.567871
	Iteration 93Q: 3 clusters Score -2.102689e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151209 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -21026862.000000 Penalty: 5929.567871
	Iteration 94Q: 3 clusters Score -2.102686e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151397 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -21026848.000000 Penalty: 5929.567871
	Iteration 95Q: 3 clusters Score -2.102685e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151580 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -21026846.000000 Penalty: 5929.567871
	Iteration 96Q: 3 clusters Score -2.102685e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151766 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -21026902.000000 Penalty: 5929.567871
	Iteration 97Q: 3 clusters Score -2.10269e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151949 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -21026928.000000 Penalty: 5929.567871
	Iteration 98Q: 3 clusters Score -2.102693e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152111 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -21026928.000000 Penalty: 5929.567871
	Iteration 99Q: 3 clusters Score -2.102693e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152247 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -21026946.000000 Penalty: 5929.567871
	Iteration 100F: 3 clusters Score -2.102695e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152392 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -21026954.000000 Penalty: 5929.567871
	Iteration 101Q: 3 clusters Score -2.102695e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152523 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -21027028.000000 Penalty: 5929.567871
	Iteration 102Q: 3 clusters Score -2.102703e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152651 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -21027044.000000 Penalty: 5929.567871
	Iteration 103Q: 3 clusters Score -2.102704e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152781 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -21027090.000000 Penalty: 5929.567871
	Iteration 104Q: 3 clusters Score -2.102709e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152905 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -21027140.000000 Penalty: 5929.567871
	Iteration 105Q: 3 clusters Score -2.102714e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153015 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -21027160.000000 Penalty: 5929.567871
	Iteration 106Q: 3 clusters Score -2.102716e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153114 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -21027172.000000 Penalty: 5929.567871
	Iteration 107Q: 3 clusters Score -2.102717e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153217 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -21027248.000000 Penalty: 5929.567871
	Iteration 108Q: 3 clusters Score -2.102725e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153305 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -21027288.000000 Penalty: 5929.567871
	Iteration 109Q: 3 clusters Score -2.102729e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153389 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -21027278.000000 Penalty: 5929.567871
	Iteration 110Q: 3 clusters Score -2.102728e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153454 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -21027290.000000 Penalty: 5929.567871
	Iteration 111Q: 3 clusters Score -2.102729e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153522 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -21027344.000000 Penalty: 5929.567871
	Iteration 112Q: 3 clusters Score -2.102734e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153580 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -21027376.000000 Penalty: 5929.567871
	Iteration 113Q: 3 clusters Score -2.102738e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153620 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -21027350.000000 Penalty: 5929.567871
	Iteration 114Q: 3 clusters Score -2.102735e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153657 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -21027370.000000 Penalty: 5929.567871
	Iteration 115Q: 3 clusters Score -2.102737e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153689 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -21027348.000000 Penalty: 5929.567871
	Iteration 116Q: 3 clusters Score -2.102735e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153726 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -21027362.000000 Penalty: 5929.567871
	Iteration 117Q: 3 clusters Score -2.102736e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153761 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -21027366.000000 Penalty: 5929.567871
	Iteration 118Q: 3 clusters Score -2.102737e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153791 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -21027354.000000 Penalty: 5929.567871
	Iteration 119Q: 3 clusters Score -2.102735e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153821 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -21027364.000000 Penalty: 5929.567871
	Iteration 120F: 3 clusters Score -2.102736e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153845 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -21027386.000000 Penalty: 5929.567871
	Iteration 121Q: 3 clusters Score -2.102739e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153871 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -21027394.000000 Penalty: 5929.567871
	Iteration 122Q: 3 clusters Score -2.102739e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153892 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -21027398.000000 Penalty: 5929.567871
	Iteration 123Q: 3 clusters Score -2.10274e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153907 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -21027400.000000 Penalty: 5929.567871
	Iteration 124Q: 3 clusters Score -2.10274e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153926 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -21027410.000000 Penalty: 5929.567871
	Iteration 125Q: 3 clusters Score -2.102741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153942 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -21027410.000000 Penalty: 5929.567871
	Iteration 126Q: 3 clusters Score -2.102741e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153957 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -21027420.000000 Penalty: 5929.567871
	Iteration 127Q: 3 clusters Score -2.102742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153967 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -21027416.000000 Penalty: 5929.567871
	Iteration 128Q: 3 clusters Score -2.102742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153976 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -21027424.000000 Penalty: 5929.567871
	Iteration 129Q: 3 clusters Score -2.102742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153984 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -21027430.000000 Penalty: 5929.567871
	Iteration 130Q: 3 clusters Score -2.102743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153990 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -21027432.000000 Penalty: 5929.567871
	Iteration 131Q: 3 clusters Score -2.102743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153994 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -21027450.000000 Penalty: 5929.567871
	Iteration 132Q: 3 clusters Score -2.102745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153997 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -21027440.000000 Penalty: 5929.567871
	Iteration 133Q: 3 clusters Score -2.102744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154001 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -21027434.000000 Penalty: 5929.567871
	Iteration 134Q: 3 clusters Score -2.102743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154007 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -21027408.000000 Penalty: 5929.567871
	Iteration 135Q: 3 clusters Score -2.102741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154012 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -21027410.000000 Penalty: 5929.567871
	Iteration 136Q: 3 clusters Score -2.102741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154016 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -21027422.000000 Penalty: 5929.567871
	Iteration 137Q: 3 clusters Score -2.102742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154022 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -21027438.000000 Penalty: 5929.567871
	Iteration 138Q: 3 clusters Score -2.102744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154031 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -21027434.000000 Penalty: 5929.567871
	Iteration 139Q: 3 clusters Score -2.102743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154040 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -21027438.000000 Penalty: 5929.567871
	Iteration 140F: 3 clusters Score -2.102744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154044 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -21027432.000000 Penalty: 5929.567871
	Iteration 141Q: 3 clusters Score -2.102743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154044 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -21027432.000000 Penalty: 5929.567871
	Iteration 142F: 3 clusters Score -2.102743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Entering Unmasked Estep 
Score: -377008.906250 Penalty: 1953.312256
	Iteration 0F: 2 clusters Score -377008.9 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 1343 members 
Entering Unmasked Estep 
Score: -373918.375000 Penalty: 3906.624512
	Iteration 0F: 3 clusters Score -373918.4 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -374469.937500 Penalty: 3906.624512
	Iteration 1F: 3 clusters Score -374469.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -374618.906250 Penalty: 3906.624512
	Iteration 2F: 3 clusters Score -374618.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -374700.875000 Penalty: 3906.624512
	Iteration 3Q: 3 clusters Score -374700.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -374758.781250 Penalty: 3906.624512
	Iteration 4Q: 3 clusters Score -374758.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -374804.312500 Penalty: 3906.624512
	Iteration 5Q: 3 clusters Score -374804.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -374834.531250 Penalty: 3906.624512
	Iteration 6Q: 3 clusters Score -374834.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -374861.406250 Penalty: 3906.624512
	Iteration 7Q: 3 clusters Score -374861.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -374886.687500 Penalty: 3906.624512
	Iteration 8Q: 3 clusters Score -374886.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -374902.156250 Penalty: 3906.624512
	Iteration 9Q: 3 clusters Score -374902.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -374920.843750 Penalty: 3906.624512
	Iteration 10Q: 3 clusters Score -374920.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -374933.937500 Penalty: 3906.624512
	Iteration 11Q: 3 clusters Score -374933.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -374945.906250 Penalty: 3906.624512
	Iteration 12Q: 3 clusters Score -374945.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -374950.062500 Penalty: 3906.624512
	Iteration 13Q: 3 clusters Score -374950.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -374952.218750 Penalty: 3906.624512
	Iteration 14Q: 3 clusters Score -374952.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -374954.031250 Penalty: 3906.624512
	Iteration 15Q: 3 clusters Score -374954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -374957.812500 Penalty: 3906.624512
	Iteration 16Q: 3 clusters Score -374957.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -374962.062500 Penalty: 3906.624512
	Iteration 17Q: 3 clusters Score -374962.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -374966.281250 Penalty: 3906.624512
	Iteration 18Q: 3 clusters Score -374966.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -374969.750000 Penalty: 3906.624512
	Iteration 19Q: 3 clusters Score -374969.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -374974.937500 Penalty: 3906.624512
	Iteration 20F: 3 clusters Score -374974.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -374978.062500 Penalty: 3906.624512
	Iteration 21Q: 3 clusters Score -374978.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -374979.656250 Penalty: 3906.624512
	Iteration 22Q: 3 clusters Score -374979.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -374981.718750 Penalty: 3906.624512
	Iteration 23Q: 3 clusters Score -374981.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -374984.531250 Penalty: 3906.624512
	Iteration 24Q: 3 clusters Score -374984.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -374985.062500 Penalty: 3906.624512
	Iteration 25Q: 3 clusters Score -374985.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -374985.593750 Penalty: 3906.624512
	Iteration 26Q: 3 clusters Score -374985.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -374986.781250 Penalty: 3906.624512
	Iteration 27Q: 3 clusters Score -374986.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -374987.968750 Penalty: 3906.624512
	Iteration 28Q: 3 clusters Score -374988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -374988.406250 Penalty: 3906.624512
	Iteration 29Q: 3 clusters Score -374988.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -374988.875000 Penalty: 3906.624512
	Iteration 30Q: 3 clusters Score -374988.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -374989.062500 Penalty: 3906.624512
	Iteration 31Q: 3 clusters Score -374989.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -374990.125000 Penalty: 3906.624512
	Iteration 32Q: 3 clusters Score -374990.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -374990.125000 Penalty: 3906.624512
	Iteration 33F: 3 clusters Score -374990.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -16018.585938 Penalty: 1252.364380
	Iteration 0F: 2 clusters Score -16018.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -15055.810547 Penalty: 2504.728760
	Iteration 0F: 3 clusters Score -15055.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15121.316406 Penalty: 2504.728760
	Iteration 1F: 3 clusters Score -15121.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -15140.202148 Penalty: 2504.728760
	Iteration 2Q: 3 clusters Score -15140.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15144.399414 Penalty: 2504.728760
	Iteration 3Q: 3 clusters Score -15144.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -15144.399414 Penalty: 2504.728760
	Iteration 4F: 3 clusters Score -15144.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -58088.234375 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -58088.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -56547.578125 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -56547.58 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56703.753906 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -56703.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56840.968750 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -56840.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56977.343750 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -56977.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57328.656250 Penalty: 3060.126709
	Iteration 4F: 3 clusters Score -57328.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57411.042969 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -57411.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -57462.156250 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -57462.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -57489.160156 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -57489.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -57517.988281 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -57517.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -57546.339844 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -57546.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -57593.382812 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -57593.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -57615.128906 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -57615.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -57622.296875 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -57622.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -57636.074219 Penalty: 3060.126709
	Iteration 13Q: 3 clusters Score -57636.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -57639.921875 Penalty: 3060.126709
	Iteration 14Q: 3 clusters Score -57639.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -57639.921875 Penalty: 3060.126709
	Iteration 15F: 3 clusters Score -57639.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -18882.685547 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -18882.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17816.943359 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -17816.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17867.603516 Penalty: 2586.608154
	Iteration 1F: 3 clusters Score -17867.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17871.796875 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -17871.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17871.796875 Penalty: 2586.608154
	Iteration 3F: 3 clusters Score -17871.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Entering Unmasked Estep 
Score: -898764.375000 Penalty: 2188.410645
	Iteration 0F: 2 clusters Score -898764.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -893092.125000 Penalty: 4376.821289
	Iteration 0F: 3 clusters Score -893092.1 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -894593.687500 Penalty: 4376.821289
	Iteration 1F: 3 clusters Score -894593.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -894889.687500 Penalty: 4376.821289
	Iteration 2F: 3 clusters Score -894889.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -895135.875000 Penalty: 4376.821289
	Iteration 3F: 3 clusters Score -895135.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -895351.187500 Penalty: 4376.821289
	Iteration 4Q: 3 clusters Score -895351.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -895510.062500 Penalty: 4376.821289
	Iteration 5Q: 3 clusters Score -895510.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -895672.312500 Penalty: 4376.821289
	Iteration 6Q: 3 clusters Score -895672.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -895840.125000 Penalty: 4376.821289
	Iteration 7Q: 3 clusters Score -895840.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -896002.062500 Penalty: 4376.821289
	Iteration 8Q: 3 clusters Score -896002.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -896163.312500 Penalty: 4376.821289
	Iteration 9Q: 3 clusters Score -896163.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -896312.062500 Penalty: 4376.821289
	Iteration 10Q: 3 clusters Score -896312.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -896438.000000 Penalty: 4376.821289
	Iteration 11Q: 3 clusters Score -896438 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -896557.312500 Penalty: 4376.821289
	Iteration 12Q: 3 clusters Score -896557.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -896676.875000 Penalty: 4376.821289
	Iteration 13Q: 3 clusters Score -896676.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -896773.687500 Penalty: 4376.821289
	Iteration 14Q: 3 clusters Score -896773.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -896854.250000 Penalty: 4376.821289
	Iteration 15Q: 3 clusters Score -896854.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -896936.625000 Penalty: 4376.821289
	Iteration 16Q: 3 clusters Score -896936.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -897013.000000 Penalty: 4376.821289
	Iteration 17Q: 3 clusters Score -897013 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -897072.687500 Penalty: 4376.821289
	Iteration 18Q: 3 clusters Score -897072.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -897121.750000 Penalty: 4376.821289
	Iteration 19Q: 3 clusters Score -897121.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -897162.125000 Penalty: 4376.821289
	Iteration 20F: 3 clusters Score -897162.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -897194.125000 Penalty: 4376.821289
	Iteration 21Q: 3 clusters Score -897194.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -897223.312500 Penalty: 4376.821289
	Iteration 22Q: 3 clusters Score -897223.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -897253.562500 Penalty: 4376.821289
	Iteration 23Q: 3 clusters Score -897253.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -897275.062500 Penalty: 4376.821289
	Iteration 24Q: 3 clusters Score -897275.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -897289.750000 Penalty: 4376.821289
	Iteration 25Q: 3 clusters Score -897289.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -897302.312500 Penalty: 4376.821289
	Iteration 26Q: 3 clusters Score -897302.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -897315.562500 Penalty: 4376.821289
	Iteration 27Q: 3 clusters Score -897315.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -897328.375000 Penalty: 4376.821289
	Iteration 28Q: 3 clusters Score -897328.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -897343.562500 Penalty: 4376.821289
	Iteration 29Q: 3 clusters Score -897343.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -897352.875000 Penalty: 4376.821289
	Iteration 30Q: 3 clusters Score -897352.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -897360.312500 Penalty: 4376.821289
	Iteration 31Q: 3 clusters Score -897360.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -897363.562500 Penalty: 4376.821289
	Iteration 32Q: 3 clusters Score -897363.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -897367.625000 Penalty: 4376.821289
	Iteration 33Q: 3 clusters Score -897367.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -897369.250000 Penalty: 4376.821289
	Iteration 34Q: 3 clusters Score -897369.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -897371.125000 Penalty: 4376.821289
	Iteration 35Q: 3 clusters Score -897371.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -897372.500000 Penalty: 4376.821289
	Iteration 36Q: 3 clusters Score -897372.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -897374.437500 Penalty: 4376.821289
	Iteration 37Q: 3 clusters Score -897374.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -897374.625000 Penalty: 4376.821289
	Iteration 38Q: 3 clusters Score -897374.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -897375.437500 Penalty: 4376.821289
	Iteration 39Q: 3 clusters Score -897375.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -897374.125000 Penalty: 4376.821289
	Iteration 40F: 3 clusters Score -897374.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -897373.250000 Penalty: 4376.821289
	Iteration 41Q: 3 clusters Score -897373.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -897373.937500 Penalty: 4376.821289
	Iteration 42Q: 3 clusters Score -897373.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -897374.812500 Penalty: 4376.821289
	Iteration 43Q: 3 clusters Score -897374.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -897377.687500 Penalty: 4376.821289
	Iteration 44Q: 3 clusters Score -897377.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -897378.437500 Penalty: 4376.821289
	Iteration 45Q: 3 clusters Score -897378.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -897379.500000 Penalty: 4376.821289
	Iteration 46Q: 3 clusters Score -897379.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -897378.187500 Penalty: 4376.821289
	Iteration 47Q: 3 clusters Score -897378.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -897378.187500 Penalty: 4376.821289
	Iteration 48F: 3 clusters Score -897378.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167156 members 
Mstep: Class 5 contains 149903 members 
Mstep: Class 6 contains 150095 members 
Mstep: Class 7 contains 157543 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 166006 members 
Mstep: Class 15 contains 47458 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93698 members 
Mstep: Class 18 contains 150681 members 
Mstep: Class 19 contains 155558 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464480.000000 Penalty: 84149.148438
Iteration 439Q: 25 clusters Score -1.804645e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167157 members 
Mstep: Class 5 contains 149896 members 
Mstep: Class 6 contains 150097 members 
Mstep: Class 7 contains 157540 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68597 members 
Mstep: Class 14 contains 166011 members 
Mstep: Class 15 contains 47458 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93698 members 
Mstep: Class 18 contains 150679 members 
Mstep: Class 19 contains 155564 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464448.000000 Penalty: 84149.148438
Iteration 440F: 25 clusters Score -1.804644e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167158 members 
Mstep: Class 5 contains 149892 members 
Mstep: Class 6 contains 150100 members 
Mstep: Class 7 contains 157536 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68597 members 
Mstep: Class 14 contains 166014 members 
Mstep: Class 15 contains 47458 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93697 members 
Mstep: Class 18 contains 150677 members 
Mstep: Class 19 contains 155568 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464448.000000 Penalty: 84149.148438
Iteration 441Q: 25 clusters Score -1.804644e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167157 members 
Mstep: Class 5 contains 149889 members 
Mstep: Class 6 contains 150102 members 
Mstep: Class 7 contains 157534 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68597 members 
Mstep: Class 14 contains 166015 members 
Mstep: Class 15 contains 47458 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93697 members 
Mstep: Class 18 contains 150676 members 
Mstep: Class 19 contains 155572 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464528.000000 Penalty: 84149.148438
Iteration 442Q: 25 clusters Score -1.804645e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167156 members 
Mstep: Class 5 contains 149888 members 
Mstep: Class 6 contains 150103 members 
Mstep: Class 7 contains 157534 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68597 members 
Mstep: Class 14 contains 166014 members 
Mstep: Class 15 contains 47458 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93698 members 
Mstep: Class 18 contains 150678 members 
Mstep: Class 19 contains 155571 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464512.000000 Penalty: 84149.148438
Iteration 443Q: 25 clusters Score -1.804645e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167158 members 
Mstep: Class 5 contains 149886 members 
Mstep: Class 6 contains 150100 members 
Mstep: Class 7 contains 157535 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26965 members 
Mstep: Class 13 contains 68597 members 
Mstep: Class 14 contains 166019 members 
Mstep: Class 15 contains 47457 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93697 members 
Mstep: Class 18 contains 150675 members 
Mstep: Class 19 contains 155572 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464528.000000 Penalty: 84149.148438
Iteration 444Q: 25 clusters Score -1.804645e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167158 members 
Mstep: Class 5 contains 149882 members 
Mstep: Class 6 contains 150098 members 
Mstep: Class 7 contains 157533 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26965 members 
Mstep: Class 13 contains 68596 members 
Mstep: Class 14 contains 166020 members 
Mstep: Class 15 contains 47458 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93698 members 
Mstep: Class 18 contains 150676 members 
Mstep: Class 19 contains 155577 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464448.000000 Penalty: 84149.148438
Iteration 445Q: 25 clusters Score -1.804644e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167159 members 
Mstep: Class 5 contains 149884 members 
Mstep: Class 6 contains 150098 members 
Mstep: Class 7 contains 157530 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26965 members 
Mstep: Class 13 contains 68596 members 
Mstep: Class 14 contains 166017 members 
Mstep: Class 15 contains 47458 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93697 members 
Mstep: Class 18 contains 150677 members 
Mstep: Class 19 contains 155580 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464384.000000 Penalty: 84149.148438
Iteration 446Q: 25 clusters Score -1.804644e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167158 members 
Mstep: Class 5 contains 149885 members 
Mstep: Class 6 contains 150097 members 
Mstep: Class 7 contains 157531 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26966 members 
Mstep: Class 13 contains 68594 members 
Mstep: Class 14 contains 166017 members 
Mstep: Class 15 contains 47458 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93699 members 
Mstep: Class 18 contains 150677 members 
Mstep: Class 19 contains 155579 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464336.000000 Penalty: 84149.148438
Iteration 447Q: 25 clusters Score -1.804643e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167157 members 
Mstep: Class 5 contains 149884 members 
Mstep: Class 6 contains 150095 members 
Mstep: Class 7 contains 157533 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26966 members 
Mstep: Class 13 contains 68595 members 
Mstep: Class 14 contains 166019 members 
Mstep: Class 15 contains 47458 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93698 members 
Mstep: Class 18 contains 150676 members 
Mstep: Class 19 contains 155580 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464384.000000 Penalty: 84149.148438
Iteration 448Q: 25 clusters Score -1.804644e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167157 members 
Mstep: Class 5 contains 149885 members 
Mstep: Class 6 contains 150094 members 
Mstep: Class 7 contains 157537 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26966 members 
Mstep: Class 13 contains 68595 members 
Mstep: Class 14 contains 166019 members 
Mstep: Class 15 contains 47459 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93698 members 
Mstep: Class 18 contains 150675 members 
Mstep: Class 19 contains 155576 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464448.000000 Penalty: 84149.148438
Iteration 449Q: 25 clusters Score -1.804644e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167155 members 
Mstep: Class 5 contains 149886 members 
Mstep: Class 6 contains 150093 members 
Mstep: Class 7 contains 157538 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26966 members 
Mstep: Class 13 contains 68595 members 
Mstep: Class 14 contains 166019 members 
Mstep: Class 15 contains 47459 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93698 members 
Mstep: Class 18 contains 150676 members 
Mstep: Class 19 contains 155576 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464320.000000 Penalty: 84149.148438
Iteration 450Q: 25 clusters Score -1.804643e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167154 members 
Mstep: Class 5 contains 149886 members 
Mstep: Class 6 contains 150093 members 
Mstep: Class 7 contains 157538 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 26966 members 
Mstep: Class 13 contains 68595 members 
Mstep: Class 14 contains 166021 members 
Mstep: Class 15 contains 47460 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93699 members 
Mstep: Class 18 contains 150675 members 
Mstep: Class 19 contains 155574 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464352.000000 Penalty: 84149.148438
Iteration 451Q: 25 clusters Score -1.804644e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167156 members 
Mstep: Class 5 contains 149886 members 
Mstep: Class 6 contains 150092 members 
Mstep: Class 7 contains 157538 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26966 members 
Mstep: Class 13 contains 68596 members 
Mstep: Class 14 contains 166021 members 
Mstep: Class 15 contains 47460 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93700 members 
Mstep: Class 18 contains 150675 members 
Mstep: Class 19 contains 155572 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464288.000000 Penalty: 84149.148438
Iteration 452Q: 25 clusters Score -1.804643e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167158 members 
Mstep: Class 5 contains 149885 members 
Mstep: Class 6 contains 150092 members 
Mstep: Class 7 contains 157538 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26965 members 
Mstep: Class 13 contains 68596 members 
Mstep: Class 14 contains 166020 members 
Mstep: Class 15 contains 47460 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93701 members 
Mstep: Class 18 contains 150675 members 
Mstep: Class 19 contains 155572 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464272.000000 Penalty: 84149.148438
Iteration 453Q: 25 clusters Score -1.804643e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167160 members 
Mstep: Class 5 contains 149882 members 
Mstep: Class 6 contains 150094 members 
Mstep: Class 7 contains 157537 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68598 members 
Mstep: Class 14 contains 166020 members 
Mstep: Class 15 contains 47461 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93701 members 
Mstep: Class 18 contains 150673 members 
Mstep: Class 19 contains 155572 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464320.000000 Penalty: 84149.148438
Iteration 454Q: 25 clusters Score -1.804643e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167162 members 
Mstep: Class 5 contains 149879 members 
Mstep: Class 6 contains 150096 members 
Mstep: Class 7 contains 157538 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68598 members 
Mstep: Class 14 contains 166017 members 
Mstep: Class 15 contains 47462 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93702 members 
Mstep: Class 18 contains 150673 members 
Mstep: Class 19 contains 155571 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464416.000000 Penalty: 84149.148438
Iteration 455Q: 25 clusters Score -1.804644e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167163 members 
Mstep: Class 5 contains 149879 members 
Mstep: Class 6 contains 150097 members 
Mstep: Class 7 contains 157539 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68598 members 
Mstep: Class 14 contains 166016 members 
Mstep: Class 15 contains 47462 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93701 members 
Mstep: Class 18 contains 150674 members 
Mstep: Class 19 contains 155569 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464480.000000 Penalty: 84149.148438
Iteration 456Q: 25 clusters Score -1.804645e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167164 members 
Mstep: Class 5 contains 149875 members 
Mstep: Class 6 contains 150098 members 
Mstep: Class 7 contains 157540 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68598 members 
Mstep: Class 14 contains 166021 members 
Mstep: Class 15 contains 47462 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93701 members 
Mstep: Class 18 contains 150674 members 
Mstep: Class 19 contains 155565 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464416.000000 Penalty: 84149.148438
Iteration 457Q: 25 clusters Score -1.804644e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167164 members 
Mstep: Class 5 contains 149874 members 
Mstep: Class 6 contains 150098 members 
Mstep: Class 7 contains 157542 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68598 members 
Mstep: Class 14 contains 166026 members 
Mstep: Class 15 contains 47462 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93701 members 
Mstep: Class 18 contains 150671 members 
Mstep: Class 19 contains 155562 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464304.000000 Penalty: 84149.148438
Iteration 458Q: 25 clusters Score -1.804643e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167164 members 
Mstep: Class 5 contains 149873 members 
Mstep: Class 6 contains 150098 members 
Mstep: Class 7 contains 157543 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 166031 members 
Mstep: Class 15 contains 47462 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93701 members 
Mstep: Class 18 contains 150670 members 
Mstep: Class 19 contains 155557 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464352.000000 Penalty: 84149.148438
Iteration 459Q: 25 clusters Score -1.804644e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167165 members 
Mstep: Class 5 contains 149873 members 
Mstep: Class 6 contains 150097 members 
Mstep: Class 7 contains 157542 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68600 members 
Mstep: Class 14 contains 166041 members 
Mstep: Class 15 contains 47462 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93701 members 
Mstep: Class 18 contains 150666 members 
Mstep: Class 19 contains 155551 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464256.000000 Penalty: 84149.148438
Iteration 460F: 25 clusters Score -1.804643e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167166 members 
Mstep: Class 5 contains 149872 members 
Mstep: Class 6 contains 150099 members 
Mstep: Class 7 contains 157543 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68600 members 
Mstep: Class 14 contains 166040 members 
Mstep: Class 15 contains 47462 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93701 members 
Mstep: Class 18 contains 150664 members 
Mstep: Class 19 contains 155552 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464256.000000 Penalty: 84149.148438
Iteration 461Q: 25 clusters Score -1.804643e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167166 members 
Mstep: Class 5 contains 149873 members 
Mstep: Class 6 contains 150099 members 
Mstep: Class 7 contains 157543 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 166039 members 
Mstep: Class 15 contains 47462 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93701 members 
Mstep: Class 18 contains 150663 members 
Mstep: Class 19 contains 155554 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464304.000000 Penalty: 84149.148438
Iteration 462Q: 25 clusters Score -1.804643e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167164 members 
Mstep: Class 5 contains 149871 members 
Mstep: Class 6 contains 150101 members 
Mstep: Class 7 contains 157545 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 166040 members 
Mstep: Class 15 contains 47462 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93701 members 
Mstep: Class 18 contains 150661 members 
Mstep: Class 19 contains 155555 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464240.000000 Penalty: 84149.148438
Iteration 463Q: 25 clusters Score -1.804642e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167164 members 
Mstep: Class 5 contains 149871 members 
Mstep: Class 6 contains 150101 members 
Mstep: Class 7 contains 157548 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 166036 members 
Mstep: Class 15 contains 47463 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93701 members 
Mstep: Class 18 contains 150662 members 
Mstep: Class 19 contains 155553 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464288.000000 Penalty: 84149.148438
Iteration 464Q: 25 clusters Score -1.804643e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167163 members 
Mstep: Class 5 contains 149872 members 
Mstep: Class 6 contains 150103 members 
Mstep: Class 7 contains 157551 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68598 members 
Mstep: Class 14 contains 166036 members 
Mstep: Class 15 contains 47462 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93701 members 
Mstep: Class 18 contains 150661 members 
Mstep: Class 19 contains 155550 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464336.000000 Penalty: 84149.148438
Iteration 465Q: 25 clusters Score -1.804643e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167164 members 
Mstep: Class 5 contains 149871 members 
Mstep: Class 6 contains 150104 members 
Mstep: Class 7 contains 157551 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68597 members 
Mstep: Class 14 contains 166034 members 
Mstep: Class 15 contains 47462 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93702 members 
Mstep: Class 18 contains 150661 members 
Mstep: Class 19 contains 155548 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464320.000000 Penalty: 84149.148438
Iteration 466Q: 25 clusters Score -1.804643e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167161 members 
Mstep: Class 5 contains 149870 members 
Mstep: Class 6 contains 150103 members 
Mstep: Class 7 contains 157552 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68598 members 
Mstep: Class 14 contains 166039 members 
Mstep: Class 15 contains 47462 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93702 members 
Mstep: Class 18 contains 150658 members 
Mstep: Class 19 contains 155547 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464384.000000 Penalty: 84149.148438
Iteration 467Q: 25 clusters Score -1.804644e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167159 members 
Mstep: Class 5 contains 149870 members 
Mstep: Class 6 contains 150105 members 
Mstep: Class 7 contains 157546 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68598 members 
Mstep: Class 14 contains 166043 members 
Mstep: Class 15 contains 47462 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93702 members 
Mstep: Class 18 contains 150656 members 
Mstep: Class 19 contains 155546 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464400.000000 Penalty: 84149.148438
Iteration 468Q: 25 clusters Score -1.804644e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167160 members 
Mstep: Class 5 contains 149869 members 
Mstep: Class 6 contains 150109 members 
Mstep: Class 7 contains 157546 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68598 members 
Mstep: Class 14 contains 166043 members 
Mstep: Class 15 contains 47462 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93702 members 
Mstep: Class 18 contains 150649 members 
Mstep: Class 19 contains 155547 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464320.000000 Penalty: 84149.148438
Iteration 469Q: 25 clusters Score -1.804643e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167163 members 
Mstep: Class 5 contains 149865 members 
Mstep: Class 6 contains 150111 members 
Mstep: Class 7 contains 157544 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68598 members 
Mstep: Class 14 contains 166044 members 
Mstep: Class 15 contains 47463 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93702 members 
Mstep: Class 18 contains 150647 members 
Mstep: Class 19 contains 155545 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464320.000000 Penalty: 84149.148438
Iteration 470Q: 25 clusters Score -1.804643e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167165 members 
Mstep: Class 5 contains 149862 members 
Mstep: Class 6 contains 150108 members 
Mstep: Class 7 contains 157546 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13385 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 166045 members 
Mstep: Class 15 contains 47465 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93702 members 
Mstep: Class 18 contains 150649 members 
Mstep: Class 19 contains 155541 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464336.000000 Penalty: 84149.148438
Iteration 471Q: 25 clusters Score -1.804643e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167166 members 
Mstep: Class 5 contains 149860 members 
Mstep: Class 6 contains 150108 members 
Mstep: Class 7 contains 157549 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 166042 members 
Mstep: Class 15 contains 47465 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93702 members 
Mstep: Class 18 contains 150652 members 
Mstep: Class 19 contains 155539 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464352.000000 Penalty: 84149.148438
Iteration 472Q: 25 clusters Score -1.804644e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167165 members 
Mstep: Class 5 contains 149859 members 
Mstep: Class 6 contains 150110 members 
Mstep: Class 7 contains 157550 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68600 members 
Mstep: Class 14 contains 166044 members 
Mstep: Class 15 contains 47465 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93703 members 
Mstep: Class 18 contains 150650 members 
Mstep: Class 19 contains 155537 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464368.000000 Penalty: 84149.148438
Iteration 473Q: 25 clusters Score -1.804644e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167165 members 
Mstep: Class 5 contains 149859 members 
Mstep: Class 6 contains 150111 members 
Mstep: Class 7 contains 157550 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 166046 members 
Mstep: Class 15 contains 47465 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93705 members 
Mstep: Class 18 contains 150646 members 
Mstep: Class 19 contains 155537 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464384.000000 Penalty: 84149.148438
Iteration 474Q: 25 clusters Score -1.804644e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167164 members 
Mstep: Class 5 contains 149861 members 
Mstep: Class 6 contains 150112 members 
Mstep: Class 7 contains 157550 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 166045 members 
Mstep: Class 15 contains 47465 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93705 members 
Mstep: Class 18 contains 150644 members 
Mstep: Class 19 contains 155538 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464464.000000 Penalty: 84149.148438
Iteration 475Q: 25 clusters Score -1.804645e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167165 members 
Mstep: Class 5 contains 149861 members 
Mstep: Class 6 contains 150112 members 
Mstep: Class 7 contains 157552 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 166046 members 
Mstep: Class 15 contains 47465 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93706 members 
Mstep: Class 18 contains 150645 members 
Mstep: Class 19 contains 155532 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464448.000000 Penalty: 84149.148438
Iteration 476Q: 25 clusters Score -1.804644e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167165 members 
Mstep: Class 5 contains 149858 members 
Mstep: Class 6 contains 150119 members 
Mstep: Class 7 contains 157554 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 166042 members 
Mstep: Class 15 contains 47466 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93706 members 
Mstep: Class 18 contains 150644 members 
Mstep: Class 19 contains 155530 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464448.000000 Penalty: 84149.148438
Iteration 477Q: 25 clusters Score -1.804644e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167165 members 
Mstep: Class 5 contains 149858 members 
Mstep: Class 6 contains 150118 members 
Mstep: Class 7 contains 157560 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 166039 members 
Mstep: Class 15 contains 47467 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93705 members 
Mstep: Class 18 contains 150644 members 
Mstep: Class 19 contains 155528 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464384.000000 Penalty: 84149.148438
Iteration 478Q: 25 clusters Score -1.804644e+08 nChanged 13
Entering ConstructFrom: 
Score: -180464384.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -88684.000000 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -88684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -86963.023438 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -86963.02 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -87234.625000 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -87234.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -87333.914062 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -87333.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87409.898438 Penalty: 3261.237549
	Iteration 3Q: 3 clusters Score -87409.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -87462.101562 Penalty: 3261.237549
	Iteration 4Q: 3 clusters Score -87462.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -87529.101562 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -87529.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -87594.578125 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -87594.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -87658.656250 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -87658.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -87732.117188 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -87732.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -87875.843750 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -87875.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88043.617188 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -88043.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88089.867188 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -88089.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -88103.554688 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -88103.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -88110.968750 Penalty: 3261.237549
	Iteration 13Q: 3 clusters Score -88110.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -88118.156250 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -88118.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -88119.929688 Penalty: 3261.237549
	Iteration 15Q: 3 clusters Score -88119.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -88123.625000 Penalty: 3261.237549
	Iteration 16Q: 3 clusters Score -88123.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -88126.203125 Penalty: 3261.237549
	Iteration 17Q: 3 clusters Score -88126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -88130.171875 Penalty: 3261.237549
	Iteration 18Q: 3 clusters Score -88130.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -88136.437500 Penalty: 3261.237549
	Iteration 19Q: 3 clusters Score -88136.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -88142.109375 Penalty: 3261.237549
	Iteration 20F: 3 clusters Score -88142.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -88144.070312 Penalty: 3261.237549
	Iteration 21Q: 3 clusters Score -88144.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -88147.195312 Penalty: 3261.237549
	Iteration 22Q: 3 clusters Score -88147.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -88150.289062 Penalty: 3261.237549
	Iteration 23Q: 3 clusters Score -88150.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -88153.710938 Penalty: 3261.237549
	Iteration 24Q: 3 clusters Score -88153.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -88158.203125 Penalty: 3261.237549
	Iteration 25Q: 3 clusters Score -88158.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -88162.867188 Penalty: 3261.237549
	Iteration 26Q: 3 clusters Score -88162.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -88174.414062 Penalty: 3261.237549
	Iteration 27Q: 3 clusters Score -88174.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -88186.007812 Penalty: 3261.237549
	Iteration 28Q: 3 clusters Score -88186.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88197.773438 Penalty: 3261.237549
	Iteration 29Q: 3 clusters Score -88197.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -88206.335938 Penalty: 3261.237549
	Iteration 30Q: 3 clusters Score -88206.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -88212.875000 Penalty: 3261.237549
	Iteration 31Q: 3 clusters Score -88212.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -88215.492188 Penalty: 3261.237549
	Iteration 32Q: 3 clusters Score -88215.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -88219.585938 Penalty: 3261.237549
	Iteration 33Q: 3 clusters Score -88219.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -88226.132812 Penalty: 3261.237549
	Iteration 34Q: 3 clusters Score -88226.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -88231.890625 Penalty: 3261.237549
	Iteration 35Q: 3 clusters Score -88231.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -88241.359375 Penalty: 3261.237549
	Iteration 36Q: 3 clusters Score -88241.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -88247.085938 Penalty: 3261.237549
	Iteration 37Q: 3 clusters Score -88247.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -88253.375000 Penalty: 3261.237549
	Iteration 38Q: 3 clusters Score -88253.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -88259.546875 Penalty: 3261.237549
	Iteration 39Q: 3 clusters Score -88259.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -88265.125000 Penalty: 3261.237549
	Iteration 40F: 3 clusters Score -88265.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -88268.757812 Penalty: 3261.237549
	Iteration 41Q: 3 clusters Score -88268.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -88268.757812 Penalty: 3261.237549
	Iteration 42F: 3 clusters Score -88268.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -145748.687500 Penalty: 1760.192139
	Iteration 0F: 2 clusters Score -145748.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -143675.718750 Penalty: 3520.384277
	Iteration 0F: 3 clusters Score -143675.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -144360.984375 Penalty: 3520.384277
	Iteration 1F: 3 clusters Score -144361 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -145003.406250 Penalty: 3520.384277
	Iteration 2F: 3 clusters Score -145003.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -145308.484375 Penalty: 3520.384277
	Iteration 3F: 3 clusters Score -145308.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -145539.531250 Penalty: 3520.384277
	Iteration 4F: 3 clusters Score -145539.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -145862.437500 Penalty: 3520.384277
	Iteration 5F: 3 clusters Score -145862.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -146481.640625 Penalty: 3520.384277
	Iteration 6F: 3 clusters Score -146481.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -147356.062500 Penalty: 3520.384277
	Iteration 7Q: 3 clusters Score -147356.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -147676.203125 Penalty: 3520.384277
	Iteration 8Q: 3 clusters Score -147676.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -147710.890625 Penalty: 3520.384277
	Iteration 9Q: 3 clusters Score -147710.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -147720.656250 Penalty: 3520.384277
	Iteration 10Q: 3 clusters Score -147720.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -147721.265625 Penalty: 3520.384277
	Iteration 11Q: 3 clusters Score -147721.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -147721.265625 Penalty: 3520.384277
	Iteration 12F: 3 clusters Score -147721.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 820 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167164 members 
Mstep: Class 5 contains 149857 members 
Mstep: Class 6 contains 150118 members 
Mstep: Class 7 contains 157566 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 166039 members 
Mstep: Class 15 contains 47467 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93705 members 
Mstep: Class 18 contains 150641 members 
Mstep: Class 19 contains 155527 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Mstep: Class 25 contains 389 members 
Entering Unmasked Estep 
Score: -180464288.000000 Penalty: 87655.367188
Splitting cluster 2 changes total score from -180464384.000000 to -180464288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -174127.281250 Penalty: 1804.070923
	Iteration 0F: 2 clusters Score -174127.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -171992.546875 Penalty: 3608.141846
	Iteration 0F: 3 clusters Score -171992.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -172818.734375 Penalty: 3608.141846
	Iteration 1F: 3 clusters Score -172818.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -173233.328125 Penalty: 3608.141846
	Iteration 2F: 3 clusters Score -173233.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -173466.546875 Penalty: 3608.141846
	Iteration 3F: 3 clusters Score -173466.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -173603.937500 Penalty: 3608.141846
	Iteration 4F: 3 clusters Score -173603.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -173674.781250 Penalty: 3608.141846
	Iteration 5Q: 3 clusters Score -173674.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -173709.031250 Penalty: 3608.141846
	Iteration 6Q: 3 clusters Score -173709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -173716.171875 Penalty: 3608.141846
	Iteration 7Q: 3 clusters Score -173716.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -173719.453125 Penalty: 3608.141846
	Iteration 8Q: 3 clusters Score -173719.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -173721.218750 Penalty: 3608.141846
	Iteration 9Q: 3 clusters Score -173721.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -173723.000000 Penalty: 3608.141846
	Iteration 10Q: 3 clusters Score -173723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -173724.734375 Penalty: 3608.141846
	Iteration 11Q: 3 clusters Score -173724.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -173724.734375 Penalty: 3608.141846
	Iteration 12F: 3 clusters Score -173724.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (167164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167164 members 
Entering Unmasked Estep 
Score: -22291594.000000 Penalty: 2982.629150
	Iteration 0F: 2 clusters Score -2.229159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83817 members 
Mstep: Class 2 contains 83347 members 
Entering Unmasked Estep 
Score: -22181588.000000 Penalty: 5965.258301
	Iteration 0F: 3 clusters Score -2.218159e+07 nChanged 79894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87645 members 
Mstep: Class 2 contains 79519 members 
Entering Unmasked Estep 
Score: -22227490.000000 Penalty: 5965.258301
	Iteration 1F: 3 clusters Score -2.222749e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90272 members 
Mstep: Class 2 contains 76892 members 
Entering Unmasked Estep 
Score: -22228610.000000 Penalty: 5965.258301
	Iteration 2Q: 3 clusters Score -2.222861e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94521 members 
Mstep: Class 2 contains 72643 members 
Entering Unmasked Estep 
Score: -22230292.000000 Penalty: 5965.258301
	Iteration 3Q: 3 clusters Score -2.223029e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101369 members 
Mstep: Class 2 contains 65795 members 
Entering Unmasked Estep 
Score: -22233660.000000 Penalty: 5965.258301
	Iteration 4Q: 3 clusters Score -2.223366e+07 nChanged 10922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111661 members 
Mstep: Class 2 contains 55503 members 
Entering Unmasked Estep 
Score: -22240386.000000 Penalty: 5965.258301
	Iteration 5F: 3 clusters Score -2.224039e+07 nChanged 14117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125190 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -22251556.000000 Penalty: 5965.258301
	Iteration 6F: 3 clusters Score -2.225156e+07 nChanged 14783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139453 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -22265316.000000 Penalty: 5965.258301
	Iteration 7F: 3 clusters Score -2.226532e+07 nChanged 12023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151182 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -22276682.000000 Penalty: 5965.258301
	Iteration 8F: 3 clusters Score -2.227668e+07 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158843 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -22283462.000000 Penalty: 5965.258301
	Iteration 9Q: 3 clusters Score -2.228346e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163026 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -22286564.000000 Penalty: 5965.258301
	Iteration 10Q: 3 clusters Score -2.228656e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165019 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -22287898.000000 Penalty: 5965.258301
	Iteration 11Q: 3 clusters Score -2.22879e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165889 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -22288410.000000 Penalty: 5965.258301
	Iteration 12Q: 3 clusters Score -2.228841e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166301 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -22288674.000000 Penalty: 5965.258301
	Iteration 13Q: 3 clusters Score -2.228867e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166487 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -22288846.000000 Penalty: 5965.258301
	Iteration 14Q: 3 clusters Score -2.228885e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166572 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -22288944.000000 Penalty: 5965.258301
	Iteration 15Q: 3 clusters Score -2.228894e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166630 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -22289008.000000 Penalty: 5965.258301
	Iteration 16Q: 3 clusters Score -2.228901e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166670 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -22289060.000000 Penalty: 5965.258301
	Iteration 17Q: 3 clusters Score -2.228906e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166698 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -22289088.000000 Penalty: 5965.258301
	Iteration 18Q: 3 clusters Score -2.228909e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166705 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -22289102.000000 Penalty: 5965.258301
	Iteration 19Q: 3 clusters Score -2.22891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166708 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -22289096.000000 Penalty: 5965.258301
	Iteration 20F: 3 clusters Score -2.22891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166709 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -22289096.000000 Penalty: 5965.258301
	Iteration 21Q: 3 clusters Score -2.22891e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166712 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -22289088.000000 Penalty: 5965.258301
	Iteration 22Q: 3 clusters Score -2.228909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166714 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -22289092.000000 Penalty: 5965.258301
	Iteration 23Q: 3 clusters Score -2.228909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166713 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -22289092.000000 Penalty: 5965.258301
	Iteration 24Q: 3 clusters Score -2.228909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166717 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -22289106.000000 Penalty: 5965.258301
	Iteration 25Q: 3 clusters Score -2.228911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166720 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -22289116.000000 Penalty: 5965.258301
	Iteration 26Q: 3 clusters Score -2.228912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166721 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -22289114.000000 Penalty: 5965.258301
	Iteration 27Q: 3 clusters Score -2.228911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166723 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -22289118.000000 Penalty: 5965.258301
	Iteration 28Q: 3 clusters Score -2.228912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166726 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -22289096.000000 Penalty: 5965.258301
	Iteration 29Q: 3 clusters Score -2.22891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166727 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -22289096.000000 Penalty: 5965.258301
	Iteration 30Q: 3 clusters Score -2.22891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166728 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -22289106.000000 Penalty: 5965.258301
	Iteration 31Q: 3 clusters Score -2.228911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166729 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -22289106.000000 Penalty: 5965.258301
	Iteration 32Q: 3 clusters Score -2.228911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166728 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -22289110.000000 Penalty: 5965.258301
	Iteration 33Q: 3 clusters Score -2.228911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166728 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -22289110.000000 Penalty: 5965.258301
	Iteration 34F: 3 clusters Score -2.228911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -19923204.000000 Penalty: 2955.524170
	Iteration 0F: 2 clusters Score -1.99232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75111 members 
Mstep: Class 2 contains 74746 members 
Entering Unmasked Estep 
Score: -19822936.000000 Penalty: 5911.048340
	Iteration 0F: 3 clusters Score -1.982294e+07 nChanged 71755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78764 members 
Mstep: Class 2 contains 71093 members 
Entering Unmasked Estep 
Score: -19864538.000000 Penalty: 5911.048340
	Iteration 1F: 3 clusters Score -1.986454e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81258 members 
Mstep: Class 2 contains 68599 members 
Entering Unmasked Estep 
Score: -19865792.000000 Penalty: 5911.048340
	Iteration 2Q: 3 clusters Score -1.986579e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85026 members 
Mstep: Class 2 contains 64831 members 
Entering Unmasked Estep 
Score: -19867528.000000 Penalty: 5911.048340
	Iteration 3Q: 3 clusters Score -1.986753e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90799 members 
Mstep: Class 2 contains 59058 members 
Entering Unmasked Estep 
Score: -19870454.000000 Penalty: 5911.048340
	Iteration 4Q: 3 clusters Score -1.987045e+07 nChanged 8883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98976 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -19875202.000000 Penalty: 5911.048340
	Iteration 5F: 3 clusters Score -1.98752e+07 nChanged 11148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109780 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -19883098.000000 Penalty: 5911.048340
	Iteration 6F: 3 clusters Score -1.98831e+07 nChanged 12711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122377 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -19893974.000000 Penalty: 5911.048340
	Iteration 7F: 3 clusters Score -1.989397e+07 nChanged 11784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134127 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -19905400.000000 Penalty: 5911.048340
	Iteration 8F: 3 clusters Score -1.99054e+07 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142657 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -19914000.000000 Penalty: 5911.048340
	Iteration 9F: 3 clusters Score -1.9914e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147144 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -19918278.000000 Penalty: 5911.048340
	Iteration 10Q: 3 clusters Score -1.991828e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148820 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -19919912.000000 Penalty: 5911.048340
	Iteration 11Q: 3 clusters Score -1.991991e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149325 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -19920422.000000 Penalty: 5911.048340
	Iteration 12Q: 3 clusters Score -1.992042e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149471 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -19920590.000000 Penalty: 5911.048340
	Iteration 13Q: 3 clusters Score -1.992059e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149515 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -19920682.000000 Penalty: 5911.048340
	Iteration 14Q: 3 clusters Score -1.992068e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149532 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -19920728.000000 Penalty: 5911.048340
	Iteration 15Q: 3 clusters Score -1.992073e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149543 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -19920748.000000 Penalty: 5911.048340
	Iteration 16Q: 3 clusters Score -1.992075e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149553 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -19920770.000000 Penalty: 5911.048340
	Iteration 17Q: 3 clusters Score -1.992077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149557 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -19920774.000000 Penalty: 5911.048340
	Iteration 18Q: 3 clusters Score -1.992077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149561 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -19920776.000000 Penalty: 5911.048340
	Iteration 19Q: 3 clusters Score -1.992078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149565 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -19920784.000000 Penalty: 5911.048340
	Iteration 20F: 3 clusters Score -1.992078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149568 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -19920784.000000 Penalty: 5911.048340
	Iteration 21Q: 3 clusters Score -1.992078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149571 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -19920784.000000 Penalty: 5911.048340
	Iteration 22Q: 3 clusters Score -1.992078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149573 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -19920782.000000 Penalty: 5911.048340
	Iteration 23Q: 3 clusters Score -1.992078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149573 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -19920782.000000 Penalty: 5911.048340
	Iteration 24F: 3 clusters Score -1.992078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (150118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150118 members 
Entering Unmasked Estep 
Score: -20115358.000000 Penalty: 2955.955811
	Iteration 0F: 2 clusters Score -2.011536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74978 members 
Mstep: Class 2 contains 75140 members 
Entering Unmasked Estep 
Score: -20015790.000000 Penalty: 5911.911621
	Iteration 0F: 3 clusters Score -2.001579e+07 nChanged 72120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72112 members 
Mstep: Class 2 contains 78006 members 
Entering Unmasked Estep 
Score: -20057966.000000 Penalty: 5911.911621
	Iteration 1F: 3 clusters Score -2.005797e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70010 members 
Mstep: Class 2 contains 80108 members 
Entering Unmasked Estep 
Score: -20059860.000000 Penalty: 5911.911621
	Iteration 2Q: 3 clusters Score -2.005986e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 83448 members 
Entering Unmasked Estep 
Score: -20063164.000000 Penalty: 5911.911621
	Iteration 3Q: 3 clusters Score -2.006316e+07 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61593 members 
Mstep: Class 2 contains 88525 members 
Entering Unmasked Estep 
Score: -20068482.000000 Penalty: 5911.911621
	Iteration 4F: 3 clusters Score -2.006848e+07 nChanged 10849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54968 members 
Mstep: Class 2 contains 95150 members 
Entering Unmasked Estep 
Score: -20075728.000000 Penalty: 5911.911621
	Iteration 5F: 3 clusters Score -2.007573e+07 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 102733 members 
Entering Unmasked Estep 
Score: -20084266.000000 Penalty: 5911.911621
	Iteration 6F: 3 clusters Score -2.008427e+07 nChanged 10367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 109972 members 
Entering Unmasked Estep 
Score: -20092552.000000 Penalty: 5911.911621
	Iteration 7F: 3 clusters Score -2.009255e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 115776 members 
Entering Unmasked Estep 
Score: -20099502.000000 Penalty: 5911.911621
	Iteration 8F: 3 clusters Score -2.00995e+07 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 119672 members 
Entering Unmasked Estep 
Score: -20103748.000000 Penalty: 5911.911621
	Iteration 9Q: 3 clusters Score -2.010375e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 122498 members 
Entering Unmasked Estep 
Score: -20105746.000000 Penalty: 5911.911621
	Iteration 10Q: 3 clusters Score -2.010575e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 124839 members 
Entering Unmasked Estep 
Score: -20107000.000000 Penalty: 5911.911621
	Iteration 11Q: 3 clusters Score -2.0107e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 126886 members 
Entering Unmasked Estep 
Score: -20107824.000000 Penalty: 5911.911621
	Iteration 12Q: 3 clusters Score -2.010782e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 128813 members 
Entering Unmasked Estep 
Score: -20108506.000000 Penalty: 5911.911621
	Iteration 13Q: 3 clusters Score -2.010851e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 130551 members 
Entering Unmasked Estep 
Score: -20109030.000000 Penalty: 5911.911621
	Iteration 14Q: 3 clusters Score -2.010903e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 132143 members 
Entering Unmasked Estep 
Score: -20109568.000000 Penalty: 5911.911621
	Iteration 15Q: 3 clusters Score -2.010957e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 133548 members 
Entering Unmasked Estep 
Score: -20109960.000000 Penalty: 5911.911621
	Iteration 16Q: 3 clusters Score -2.010996e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 134877 members 
Entering Unmasked Estep 
Score: -20110454.000000 Penalty: 5911.911621
	Iteration 17Q: 3 clusters Score -2.011045e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 136119 members 
Entering Unmasked Estep 
Score: -20110674.000000 Penalty: 5911.911621
	Iteration 18Q: 3 clusters Score -2.011067e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 137223 members 
Entering Unmasked Estep 
Score: -20111074.000000 Penalty: 5911.911621
	Iteration 19Q: 3 clusters Score -2.011107e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 138201 members 
Entering Unmasked Estep 
Score: -20111332.000000 Penalty: 5911.911621
	Iteration 20F: 3 clusters Score -2.011133e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 139109 members 
Entering Unmasked Estep 
Score: -20111588.000000 Penalty: 5911.911621
	Iteration 21Q: 3 clusters Score -2.011159e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 139990 members 
Entering Unmasked Estep 
Score: -20111710.000000 Penalty: 5911.911621
	Iteration 22Q: 3 clusters Score -2.011171e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 140786 members 
Entering Unmasked Estep 
Score: -20111934.000000 Penalty: 5911.911621
	Iteration 23Q: 3 clusters Score -2.011193e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 141496 members 
Entering Unmasked Estep 
Score: -20112142.000000 Penalty: 5911.911621
	Iteration 24Q: 3 clusters Score -2.011214e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 142167 members 
Entering Unmasked Estep 
Score: -20112374.000000 Penalty: 5911.911621
	Iteration 25Q: 3 clusters Score -2.011237e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 142725 members 
Entering Unmasked Estep 
Score: -20112578.000000 Penalty: 5911.911621
	Iteration 26Q: 3 clusters Score -2.011258e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 143225 members 
Entering Unmasked Estep 
Score: -20112700.000000 Penalty: 5911.911621
	Iteration 27Q: 3 clusters Score -2.01127e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 143675 members 
Entering Unmasked Estep 
Score: -20112820.000000 Penalty: 5911.911621
	Iteration 28Q: 3 clusters Score -2.011282e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 144045 members 
Entering Unmasked Estep 
Score: -20112906.000000 Penalty: 5911.911621
	Iteration 29Q: 3 clusters Score -2.011291e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 144384 members 
Entering Unmasked Estep 
Score: -20112978.000000 Penalty: 5911.911621
	Iteration 30Q: 3 clusters Score -2.011298e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 144686 members 
Entering Unmasked Estep 
Score: -20113052.000000 Penalty: 5911.911621
	Iteration 31Q: 3 clusters Score -2.011305e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 144968 members 
Entering Unmasked Estep 
Score: -20113168.000000 Penalty: 5911.911621
	Iteration 32Q: 3 clusters Score -2.011317e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 145210 members 
Entering Unmasked Estep 
Score: -20113218.000000 Penalty: 5911.911621
	Iteration 33Q: 3 clusters Score -2.011322e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 145435 members 
Entering Unmasked Estep 
Score: -20113234.000000 Penalty: 5911.911621
	Iteration 34Q: 3 clusters Score -2.011323e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 145626 members 
Entering Unmasked Estep 
Score: -20113282.000000 Penalty: 5911.911621
	Iteration 35Q: 3 clusters Score -2.011328e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 145804 members 
Entering Unmasked Estep 
Score: -20113366.000000 Penalty: 5911.911621
	Iteration 36Q: 3 clusters Score -2.011337e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 145964 members 
Entering Unmasked Estep 
Score: -20113400.000000 Penalty: 5911.911621
	Iteration 37Q: 3 clusters Score -2.01134e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 146105 members 
Entering Unmasked Estep 
Score: -20113404.000000 Penalty: 5911.911621
	Iteration 38Q: 3 clusters Score -2.01134e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 146239 members 
Entering Unmasked Estep 
Score: -20113434.000000 Penalty: 5911.911621
	Iteration 39Q: 3 clusters Score -2.011343e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 146344 members 
Entering Unmasked Estep 
Score: -20113446.000000 Penalty: 5911.911621
	Iteration 40F: 3 clusters Score -2.011345e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 146442 members 
Entering Unmasked Estep 
Score: -20113426.000000 Penalty: 5911.911621
	Iteration 41Q: 3 clusters Score -2.011343e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 146536 members 
Entering Unmasked Estep 
Score: -20113468.000000 Penalty: 5911.911621
	Iteration 42Q: 3 clusters Score -2.011347e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 146619 members 
Entering Unmasked Estep 
Score: -20113466.000000 Penalty: 5911.911621
	Iteration 43Q: 3 clusters Score -2.011347e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 146679 members 
Entering Unmasked Estep 
Score: -20113484.000000 Penalty: 5911.911621
	Iteration 44Q: 3 clusters Score -2.011348e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 146731 members 
Entering Unmasked Estep 
Score: -20113494.000000 Penalty: 5911.911621
	Iteration 45Q: 3 clusters Score -2.011349e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 146775 members 
Entering Unmasked Estep 
Score: -20113522.000000 Penalty: 5911.911621
	Iteration 46Q: 3 clusters Score -2.011352e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 146820 members 
Entering Unmasked Estep 
Score: -20113542.000000 Penalty: 5911.911621
	Iteration 47Q: 3 clusters Score -2.011354e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 146863 members 
Entering Unmasked Estep 
Score: -20113506.000000 Penalty: 5911.911621
	Iteration 48Q: 3 clusters Score -2.011351e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 146902 members 
Entering Unmasked Estep 
Score: -20113514.000000 Penalty: 5911.911621
	Iteration 49Q: 3 clusters Score -2.011351e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 146936 members 
Entering Unmasked Estep 
Score: -20113532.000000 Penalty: 5911.911621
	Iteration 50Q: 3 clusters Score -2.011353e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 146971 members 
Entering Unmasked Estep 
Score: -20113530.000000 Penalty: 5911.911621
	Iteration 51Q: 3 clusters Score -2.011353e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 147002 members 
Entering Unmasked Estep 
Score: -20113502.000000 Penalty: 5911.911621
	Iteration 52Q: 3 clusters Score -2.01135e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 147026 members 
Entering Unmasked Estep 
Score: -20113528.000000 Penalty: 5911.911621
	Iteration 53Q: 3 clusters Score -2.011353e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 147060 members 
Entering Unmasked Estep 
Score: -20113540.000000 Penalty: 5911.911621
	Iteration 54Q: 3 clusters Score -2.011354e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 147100 members 
Entering Unmasked Estep 
Score: -20113570.000000 Penalty: 5911.911621
	Iteration 55Q: 3 clusters Score -2.011357e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 147132 members 
Entering Unmasked Estep 
Score: -20113580.000000 Penalty: 5911.911621
	Iteration 56Q: 3 clusters Score -2.011358e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 147173 members 
Entering Unmasked Estep 
Score: -20113556.000000 Penalty: 5911.911621
	Iteration 57Q: 3 clusters Score -2.011356e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 147213 members 
Entering Unmasked Estep 
Score: -20113582.000000 Penalty: 5911.911621
	Iteration 58Q: 3 clusters Score -2.011358e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 147249 members 
Entering Unmasked Estep 
Score: -20113568.000000 Penalty: 5911.911621
	Iteration 59Q: 3 clusters Score -2.011357e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 147281 members 
Entering Unmasked Estep 
Score: -20113610.000000 Penalty: 5911.911621
	Iteration 60F: 3 clusters Score -2.011361e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 147311 members 
Entering Unmasked Estep 
Score: -20113630.000000 Penalty: 5911.911621
	Iteration 61Q: 3 clusters Score -2.011363e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 147329 members 
Entering Unmasked Estep 
Score: -20113622.000000 Penalty: 5911.911621
	Iteration 62Q: 3 clusters Score -2.011362e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 147353 members 
Entering Unmasked Estep 
Score: -20113624.000000 Penalty: 5911.911621
	Iteration 63Q: 3 clusters Score -2.011362e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 147374 members 
Entering Unmasked Estep 
Score: -20113654.000000 Penalty: 5911.911621
	Iteration 64Q: 3 clusters Score -2.011365e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 147394 members 
Entering Unmasked Estep 
Score: -20113656.000000 Penalty: 5911.911621
	Iteration 65Q: 3 clusters Score -2.011366e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 147411 members 
Entering Unmasked Estep 
Score: -20113658.000000 Penalty: 5911.911621
	Iteration 66Q: 3 clusters Score -2.011366e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 147430 members 
Entering Unmasked Estep 
Score: -20113656.000000 Penalty: 5911.911621
	Iteration 67Q: 3 clusters Score -2.011366e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 147450 members 
Entering Unmasked Estep 
Score: -20113672.000000 Penalty: 5911.911621
	Iteration 68Q: 3 clusters Score -2.011367e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 147472 members 
Entering Unmasked Estep 
Score: -20113664.000000 Penalty: 5911.911621
	Iteration 69Q: 3 clusters Score -2.011366e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 147493 members 
Entering Unmasked Estep 
Score: -20113648.000000 Penalty: 5911.911621
	Iteration 70Q: 3 clusters Score -2.011365e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 147507 members 
Entering Unmasked Estep 
Score: -20113634.000000 Penalty: 5911.911621
	Iteration 71Q: 3 clusters Score -2.011363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 147520 members 
Entering Unmasked Estep 
Score: -20113630.000000 Penalty: 5911.911621
	Iteration 72Q: 3 clusters Score -2.011363e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 147535 members 
Entering Unmasked Estep 
Score: -20113624.000000 Penalty: 5911.911621
	Iteration 73Q: 3 clusters Score -2.011362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 147548 members 
Entering Unmasked Estep 
Score: -20113638.000000 Penalty: 5911.911621
	Iteration 74Q: 3 clusters Score -2.011364e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 147566 members 
Entering Unmasked Estep 
Score: -20113658.000000 Penalty: 5911.911621
	Iteration 75Q: 3 clusters Score -2.011366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 147578 members 
Entering Unmasked Estep 
Score: -20113670.000000 Penalty: 5911.911621
	Iteration 76Q: 3 clusters Score -2.011367e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 147594 members 
Entering Unmasked Estep 
Score: -20113682.000000 Penalty: 5911.911621
	Iteration 77Q: 3 clusters Score -2.011368e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 147611 members 
Entering Unmasked Estep 
Score: -20113686.000000 Penalty: 5911.911621
	Iteration 78Q: 3 clusters Score -2.011369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 147621 members 
Entering Unmasked Estep 
Score: -20113704.000000 Penalty: 5911.911621
	Iteration 79Q: 3 clusters Score -2.01137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 147631 members 
Entering Unmasked Estep 
Score: -20113690.000000 Penalty: 5911.911621
	Iteration 80F: 3 clusters Score -2.011369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 147635 members 
Entering Unmasked Estep 
Score: -20113694.000000 Penalty: 5911.911621
	Iteration 81Q: 3 clusters Score -2.011369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 147644 members 
Entering Unmasked Estep 
Score: -20113706.000000 Penalty: 5911.911621
	Iteration 82Q: 3 clusters Score -2.011371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 147650 members 
Entering Unmasked Estep 
Score: -20113698.000000 Penalty: 5911.911621
	Iteration 83Q: 3 clusters Score -2.01137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 147657 members 
Entering Unmasked Estep 
Score: -20113688.000000 Penalty: 5911.911621
	Iteration 84Q: 3 clusters Score -2.011369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 147662 members 
Entering Unmasked Estep 
Score: -20113688.000000 Penalty: 5911.911621
	Iteration 85Q: 3 clusters Score -2.011369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 147669 members 
Entering Unmasked Estep 
Score: -20113694.000000 Penalty: 5911.911621
	Iteration 86Q: 3 clusters Score -2.011369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 147676 members 
Entering Unmasked Estep 
Score: -20113676.000000 Penalty: 5911.911621
	Iteration 87Q: 3 clusters Score -2.011368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 147683 members 
Entering Unmasked Estep 
Score: -20113680.000000 Penalty: 5911.911621
	Iteration 88Q: 3 clusters Score -2.011368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 147687 members 
Entering Unmasked Estep 
Score: -20113692.000000 Penalty: 5911.911621
	Iteration 89Q: 3 clusters Score -2.011369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 147695 members 
Entering Unmasked Estep 
Score: -20113696.000000 Penalty: 5911.911621
	Iteration 90Q: 3 clusters Score -2.01137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 147699 members 
Entering Unmasked Estep 
Score: -20113686.000000 Penalty: 5911.911621
	Iteration 91Q: 3 clusters Score -2.011369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 147707 members 
Entering Unmasked Estep 
Score: -20113692.000000 Penalty: 5911.911621
	Iteration 92Q: 3 clusters Score -2.011369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 147711 members 
Entering Unmasked Estep 
Score: -20113698.000000 Penalty: 5911.911621
	Iteration 93Q: 3 clusters Score -2.01137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 147713 members 
Entering Unmasked Estep 
Score: -20113698.000000 Penalty: 5911.911621
	Iteration 94Q: 3 clusters Score -2.01137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 147716 members 
Entering Unmasked Estep 
Score: -20113710.000000 Penalty: 5911.911621
	Iteration 95Q: 3 clusters Score -2.011371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 147719 members 
Entering Unmasked Estep 
Score: -20113704.000000 Penalty: 5911.911621
	Iteration 96Q: 3 clusters Score -2.01137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 147721 members 
Entering Unmasked Estep 
Score: -20113712.000000 Penalty: 5911.911621
	Iteration 97Q: 3 clusters Score -2.011371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 147725 members 
Entering Unmasked Estep 
Score: -20113708.000000 Penalty: 5911.911621
	Iteration 98Q: 3 clusters Score -2.011371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 147727 members 
Entering Unmasked Estep 
Score: -20113702.000000 Penalty: 5911.911621
	Iteration 99Q: 3 clusters Score -2.01137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 147727 members 
Entering Unmasked Estep 
Score: -20113702.000000 Penalty: 5911.911621
	Iteration 100F: 3 clusters Score -2.01137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (157566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157566 members 
Entering Unmasked Estep 
Score: -20895366.000000 Penalty: 2967.964844
	Iteration 0F: 2 clusters Score -2.089537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78480 members 
Mstep: Class 2 contains 79086 members 
Entering Unmasked Estep 
Score: -20791400.000000 Penalty: 5935.929688
	Iteration 0F: 3 clusters Score -2.07914e+07 nChanged 75207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73881 members 
Mstep: Class 2 contains 83685 members 
Entering Unmasked Estep 
Score: -20835270.000000 Penalty: 5935.929688
	Iteration 1F: 3 clusters Score -2.083527e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70315 members 
Mstep: Class 2 contains 87251 members 
Entering Unmasked Estep 
Score: -20836948.000000 Penalty: 5935.929688
	Iteration 2Q: 3 clusters Score -2.083695e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64859 members 
Mstep: Class 2 contains 92707 members 
Entering Unmasked Estep 
Score: -20839546.000000 Penalty: 5935.929688
	Iteration 3Q: 3 clusters Score -2.083955e+07 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56825 members 
Mstep: Class 2 contains 100741 members 
Entering Unmasked Estep 
Score: -20843914.000000 Penalty: 5935.929688
	Iteration 4F: 3 clusters Score -2.084391e+07 nChanged 11422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 111573 members 
Entering Unmasked Estep 
Score: -20851658.000000 Penalty: 5935.929688
	Iteration 5F: 3 clusters Score -2.085166e+07 nChanged 13183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 124482 members 
Entering Unmasked Estep 
Score: -20862098.000000 Penalty: 5935.929688
	Iteration 6F: 3 clusters Score -2.08621e+07 nChanged 12856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 137236 members 
Entering Unmasked Estep 
Score: -20873824.000000 Penalty: 5935.929688
	Iteration 7F: 3 clusters Score -2.087382e+07 nChanged 9929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 147147 members 
Entering Unmasked Estep 
Score: -20883510.000000 Penalty: 5935.929688
	Iteration 8F: 3 clusters Score -2.088351e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 153204 members 
Entering Unmasked Estep 
Score: -20889342.000000 Penalty: 5935.929688
	Iteration 9Q: 3 clusters Score -2.088934e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 155967 members 
Entering Unmasked Estep 
Score: -20891638.000000 Penalty: 5935.929688
	Iteration 10Q: 3 clusters Score -2.089164e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 156897 members 
Entering Unmasked Estep 
Score: -20892396.000000 Penalty: 5935.929688
	Iteration 11Q: 3 clusters Score -2.08924e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 157179 members 
Entering Unmasked Estep 
Score: -20892594.000000 Penalty: 5935.929688
	Iteration 12Q: 3 clusters Score -2.089259e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 157257 members 
Entering Unmasked Estep 
Score: -20892670.000000 Penalty: 5935.929688
	Iteration 13Q: 3 clusters Score -2.089267e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 157279 members 
Entering Unmasked Estep 
Score: -20892708.000000 Penalty: 5935.929688
	Iteration 14Q: 3 clusters Score -2.089271e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 157297 members 
Entering Unmasked Estep 
Score: -20892740.000000 Penalty: 5935.929688
	Iteration 15Q: 3 clusters Score -2.089274e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 157302 members 
Entering Unmasked Estep 
Score: -20892766.000000 Penalty: 5935.929688
	Iteration 16Q: 3 clusters Score -2.089277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 157307 members 
Entering Unmasked Estep 
Score: -20892770.000000 Penalty: 5935.929688
	Iteration 17Q: 3 clusters Score -2.089277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 157310 members 
Entering Unmasked Estep 
Score: -20892774.000000 Penalty: 5935.929688
	Iteration 18Q: 3 clusters Score -2.089277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 157311 members 
Entering Unmasked Estep 
Score: -20892794.000000 Penalty: 5935.929688
	Iteration 19Q: 3 clusters Score -2.089279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 157312 members 
Entering Unmasked Estep 
Score: -20892794.000000 Penalty: 5935.929688
	Iteration 20F: 3 clusters Score -2.089279e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Entering Unmasked Estep 
Score: -379906.250000 Penalty: 1972.858398
	Iteration 0F: 2 clusters Score -379906.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -376740.531250 Penalty: 3945.716797
	Iteration 0F: 3 clusters Score -376740.5 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -377309.312500 Penalty: 3945.716797
	Iteration 1F: 3 clusters Score -377309.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -377454.656250 Penalty: 3945.716797
	Iteration 2F: 3 clusters Score -377454.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -377578.125000 Penalty: 3945.716797
	Iteration 3Q: 3 clusters Score -377578.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -377695.562500 Penalty: 3945.716797
	Iteration 4Q: 3 clusters Score -377695.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -377778.437500 Penalty: 3945.716797
	Iteration 5Q: 3 clusters Score -377778.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -377844.718750 Penalty: 3945.716797
	Iteration 6Q: 3 clusters Score -377844.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -377907.937500 Penalty: 3945.716797
	Iteration 7Q: 3 clusters Score -377907.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -377980.750000 Penalty: 3945.716797
	Iteration 8Q: 3 clusters Score -377980.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -378059.750000 Penalty: 3945.716797
	Iteration 9Q: 3 clusters Score -378059.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -378163.187500 Penalty: 3945.716797
	Iteration 10Q: 3 clusters Score -378163.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -378306.625000 Penalty: 3945.716797
	Iteration 11Q: 3 clusters Score -378306.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -378479.156250 Penalty: 3945.716797
	Iteration 12Q: 3 clusters Score -378479.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -378703.843750 Penalty: 3945.716797
	Iteration 13Q: 3 clusters Score -378703.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -378913.093750 Penalty: 3945.716797
	Iteration 14Q: 3 clusters Score -378913.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -379116.562500 Penalty: 3945.716797
	Iteration 15Q: 3 clusters Score -379116.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -379278.125000 Penalty: 3945.716797
	Iteration 16Q: 3 clusters Score -379278.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -379376.406250 Penalty: 3945.716797
	Iteration 17Q: 3 clusters Score -379376.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -379433.062500 Penalty: 3945.716797
	Iteration 18Q: 3 clusters Score -379433.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -379473.687500 Penalty: 3945.716797
	Iteration 19Q: 3 clusters Score -379473.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -379514.875000 Penalty: 3945.716797
	Iteration 20F: 3 clusters Score -379514.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -379536.843750 Penalty: 3945.716797
	Iteration 21Q: 3 clusters Score -379536.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -379551.531250 Penalty: 3945.716797
	Iteration 22Q: 3 clusters Score -379551.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -379563.968750 Penalty: 3945.716797
	Iteration 23Q: 3 clusters Score -379564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -379574.312500 Penalty: 3945.716797
	Iteration 24Q: 3 clusters Score -379574.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -379582.750000 Penalty: 3945.716797
	Iteration 25Q: 3 clusters Score -379582.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -379596.812500 Penalty: 3945.716797
	Iteration 26Q: 3 clusters Score -379596.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -379627.468750 Penalty: 3945.716797
	Iteration 27Q: 3 clusters Score -379627.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -379659.062500 Penalty: 3945.716797
	Iteration 28Q: 3 clusters Score -379659.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -379674.187500 Penalty: 3945.716797
	Iteration 29Q: 3 clusters Score -379674.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -379685.937500 Penalty: 3945.716797
	Iteration 30Q: 3 clusters Score -379685.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -379693.812500 Penalty: 3945.716797
	Iteration 31Q: 3 clusters Score -379693.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -379698.875000 Penalty: 3945.716797
	Iteration 32Q: 3 clusters Score -379698.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -379702.468750 Penalty: 3945.716797
	Iteration 33Q: 3 clusters Score -379702.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -379706.843750 Penalty: 3945.716797
	Iteration 34Q: 3 clusters Score -379706.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -379708.625000 Penalty: 3945.716797
	Iteration 35Q: 3 clusters Score -379708.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -379708.718750 Penalty: 3945.716797
	Iteration 36Q: 3 clusters Score -379708.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -379709.343750 Penalty: 3945.716797
	Iteration 37Q: 3 clusters Score -379709.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -379709.531250 Penalty: 3945.716797
	Iteration 38Q: 3 clusters Score -379709.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -379709.531250 Penalty: 3945.716797
	Iteration 39F: 3 clusters Score -379709.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Entering Unmasked Estep 
Score: -1106444.375000 Penalty: 2239.057617
	Iteration 0F: 2 clusters Score -1106444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1099786.500000 Penalty: 4478.115234
	Iteration 0F: 3 clusters Score -1099786 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1101663.000000 Penalty: 4478.115234
	Iteration 1F: 3 clusters Score -1101663 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1101971.000000 Penalty: 4478.115234
	Iteration 2F: 3 clusters Score -1101971 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1102205.875000 Penalty: 4478.115234
	Iteration 3F: 3 clusters Score -1102206 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1102415.000000 Penalty: 4478.115234
	Iteration 4Q: 3 clusters Score -1102415 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1102621.500000 Penalty: 4478.115234
	Iteration 5Q: 3 clusters Score -1102622 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1102816.375000 Penalty: 4478.115234
	Iteration 6Q: 3 clusters Score -1102816 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1102987.250000 Penalty: 4478.115234
	Iteration 7Q: 3 clusters Score -1102987 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1103155.875000 Penalty: 4478.115234
	Iteration 8Q: 3 clusters Score -1103156 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1103288.750000 Penalty: 4478.115234
	Iteration 9Q: 3 clusters Score -1103289 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1103413.500000 Penalty: 4478.115234
	Iteration 10Q: 3 clusters Score -1103414 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1103526.250000 Penalty: 4478.115234
	Iteration 11Q: 3 clusters Score -1103526 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1103617.375000 Penalty: 4478.115234
	Iteration 12Q: 3 clusters Score -1103617 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1103696.125000 Penalty: 4478.115234
	Iteration 13Q: 3 clusters Score -1103696 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1103765.500000 Penalty: 4478.115234
	Iteration 14Q: 3 clusters Score -1103766 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1103820.625000 Penalty: 4478.115234
	Iteration 15Q: 3 clusters Score -1103821 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1103873.375000 Penalty: 4478.115234
	Iteration 16Q: 3 clusters Score -1103873 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1103930.125000 Penalty: 4478.115234
	Iteration 17Q: 3 clusters Score -1103930 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1103973.375000 Penalty: 4478.115234
	Iteration 18Q: 3 clusters Score -1103973 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1104008.000000 Penalty: 4478.115234
	Iteration 19Q: 3 clusters Score -1104008 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1104045.250000 Penalty: 4478.115234
	Iteration 20F: 3 clusters Score -1104045 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1104076.375000 Penalty: 4478.115234
	Iteration 21Q: 3 clusters Score -1104076 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1104108.625000 Penalty: 4478.115234
	Iteration 22Q: 3 clusters Score -1104109 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1104132.000000 Penalty: 4478.115234
	Iteration 23Q: 3 clusters Score -1104132 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1104154.000000 Penalty: 4478.115234
	Iteration 24Q: 3 clusters Score -1104154 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1104179.500000 Penalty: 4478.115234
	Iteration 25Q: 3 clusters Score -1104180 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1104195.375000 Penalty: 4478.115234
	Iteration 26Q: 3 clusters Score -1104195 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1104205.875000 Penalty: 4478.115234
	Iteration 27Q: 3 clusters Score -1104206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1104216.375000 Penalty: 4478.115234
	Iteration 28Q: 3 clusters Score -1104216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1104228.625000 Penalty: 4478.115234
	Iteration 29Q: 3 clusters Score -1104229 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1104246.000000 Penalty: 4478.115234
	Iteration 30Q: 3 clusters Score -1104246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1104260.375000 Penalty: 4478.115234
	Iteration 31Q: 3 clusters Score -1104260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1104273.375000 Penalty: 4478.115234
	Iteration 32Q: 3 clusters Score -1104273 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1104291.000000 Penalty: 4478.115234
	Iteration 33Q: 3 clusters Score -1104291 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1104311.250000 Penalty: 4478.115234
	Iteration 34Q: 3 clusters Score -1104311 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1104336.750000 Penalty: 4478.115234
	Iteration 35Q: 3 clusters Score -1104337 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1104370.500000 Penalty: 4478.115234
	Iteration 36Q: 3 clusters Score -1104370 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1104393.250000 Penalty: 4478.115234
	Iteration 37Q: 3 clusters Score -1104393 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1104417.750000 Penalty: 4478.115234
	Iteration 38Q: 3 clusters Score -1104418 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1104432.125000 Penalty: 4478.115234
	Iteration 39Q: 3 clusters Score -1104432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1104446.625000 Penalty: 4478.115234
	Iteration 40F: 3 clusters Score -1104447 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1104462.125000 Penalty: 4478.115234
	Iteration 41Q: 3 clusters Score -1104462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1104471.000000 Penalty: 4478.115234
	Iteration 42Q: 3 clusters Score -1104471 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1104488.750000 Penalty: 4478.115234
	Iteration 43Q: 3 clusters Score -1104489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1104500.375000 Penalty: 4478.115234
	Iteration 44Q: 3 clusters Score -1104500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1104510.625000 Penalty: 4478.115234
	Iteration 45Q: 3 clusters Score -1104511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1104517.875000 Penalty: 4478.115234
	Iteration 46Q: 3 clusters Score -1104518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1104521.250000 Penalty: 4478.115234
	Iteration 47Q: 3 clusters Score -1104521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1104522.000000 Penalty: 4478.115234
	Iteration 48Q: 3 clusters Score -1104522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1104524.500000 Penalty: 4478.115234
	Iteration 49Q: 3 clusters Score -1104524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1104526.500000 Penalty: 4478.115234
	Iteration 50Q: 3 clusters Score -1104526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1104526.000000 Penalty: 4478.115234
	Iteration 51Q: 3 clusters Score -1104526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1104528.125000 Penalty: 4478.115234
	Iteration 52Q: 3 clusters Score -1104528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1104533.375000 Penalty: 4478.115234
	Iteration 53Q: 3 clusters Score -1104533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1104536.750000 Penalty: 4478.115234
	Iteration 54Q: 3 clusters Score -1104537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1104539.750000 Penalty: 4478.115234
	Iteration 55Q: 3 clusters Score -1104540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1104542.500000 Penalty: 4478.115234
	Iteration 56Q: 3 clusters Score -1104542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1104544.125000 Penalty: 4478.115234
	Iteration 57Q: 3 clusters Score -1104544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1104544.000000 Penalty: 4478.115234
	Iteration 58Q: 3 clusters Score -1104544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1104548.000000 Penalty: 4478.115234
	Iteration 59Q: 3 clusters Score -1104548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1104550.375000 Penalty: 4478.115234
	Iteration 60F: 3 clusters Score -1104550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1104553.250000 Penalty: 4478.115234
	Iteration 61Q: 3 clusters Score -1104553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1104556.125000 Penalty: 4478.115234
	Iteration 62Q: 3 clusters Score -1104556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1104558.125000 Penalty: 4478.115234
	Iteration 63Q: 3 clusters Score -1104558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1104560.500000 Penalty: 4478.115234
	Iteration 64Q: 3 clusters Score -1104560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1104560.875000 Penalty: 4478.115234
	Iteration 65Q: 3 clusters Score -1104561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1104564.000000 Penalty: 4478.115234
	Iteration 66Q: 3 clusters Score -1104564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1104565.625000 Penalty: 4478.115234
	Iteration 67Q: 3 clusters Score -1104566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1104567.875000 Penalty: 4478.115234
	Iteration 68Q: 3 clusters Score -1104568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1104571.250000 Penalty: 4478.115234
	Iteration 69Q: 3 clusters Score -1104571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1104572.250000 Penalty: 4478.115234
	Iteration 70Q: 3 clusters Score -1104572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1104574.000000 Penalty: 4478.115234
	Iteration 71Q: 3 clusters Score -1104574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1104574.000000 Penalty: 4478.115234
	Iteration 72F: 3 clusters Score -1104574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Entering Unmasked Estep 
Score: -1780476.125000 Penalty: 2356.450195
	Iteration 0F: 2 clusters Score -1780476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1770623.625000 Penalty: 4712.900391
	Iteration 0F: 3 clusters Score -1770624 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1773716.250000 Penalty: 4712.900391
	Iteration 1F: 3 clusters Score -1773716 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1774349.500000 Penalty: 4712.900391
	Iteration 2F: 3 clusters Score -1774350 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1775095.375000 Penalty: 4712.900391
	Iteration 3F: 3 clusters Score -1775095 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1776023.875000 Penalty: 4712.900391
	Iteration 4F: 3 clusters Score -1776024 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1777039.125000 Penalty: 4712.900391
	Iteration 5F: 3 clusters Score -1777039 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1777979.250000 Penalty: 4712.900391
	Iteration 6F: 3 clusters Score -1777979 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1778678.625000 Penalty: 4712.900391
	Iteration 7F: 3 clusters Score -1778679 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1779140.875000 Penalty: 4712.900391
	Iteration 8Q: 3 clusters Score -1779141 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1779345.000000 Penalty: 4712.900391
	Iteration 9Q: 3 clusters Score -1779345 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1779428.125000 Penalty: 4712.900391
	Iteration 10Q: 3 clusters Score -1779428 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1779462.625000 Penalty: 4712.900391
	Iteration 11Q: 3 clusters Score -1779463 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1779484.500000 Penalty: 4712.900391
	Iteration 12Q: 3 clusters Score -1779484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1779487.125000 Penalty: 4712.900391
	Iteration 13Q: 3 clusters Score -1779487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1779495.000000 Penalty: 4712.900391
	Iteration 14Q: 3 clusters Score -1779495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1779498.375000 Penalty: 4712.900391
	Iteration 15Q: 3 clusters Score -1779498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1779504.250000 Penalty: 4712.900391
	Iteration 16Q: 3 clusters Score -1779504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1779504.625000 Penalty: 4712.900391
	Iteration 17Q: 3 clusters Score -1779505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1779507.500000 Penalty: 4712.900391
	Iteration 18Q: 3 clusters Score -1779508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1779508.625000 Penalty: 4712.900391
	Iteration 19Q: 3 clusters Score -1779509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1779509.250000 Penalty: 4712.900391
	Iteration 20F: 3 clusters Score -1779509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1779509.250000 Penalty: 4712.900391
	Iteration 21Q: 3 clusters Score -1779509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1779511.500000 Penalty: 4712.900391
	Iteration 22Q: 3 clusters Score -1779512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1779513.750000 Penalty: 4712.900391
	Iteration 23Q: 3 clusters Score -1779514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1779513.000000 Penalty: 4712.900391
	Iteration 24Q: 3 clusters Score -1779513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1779515.875000 Penalty: 4712.900391
	Iteration 25Q: 3 clusters Score -1779516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1779512.000000 Penalty: 4712.900391
	Iteration 26Q: 3 clusters Score -1779512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1779513.125000 Penalty: 4712.900391
	Iteration 27Q: 3 clusters Score -1779513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1779513.250000 Penalty: 4712.900391
	Iteration 28Q: 3 clusters Score -1779513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1779513.250000 Penalty: 4712.900391
	Iteration 29F: 3 clusters Score -1779513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Entering Unmasked Estep 
Score: -1047831.562500 Penalty: 2236.245605
	Iteration 0F: 2 clusters Score -1047832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1041272.125000 Penalty: 4472.491211
	Iteration 0F: 3 clusters Score -1041272 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1043075.375000 Penalty: 4472.491211
	Iteration 1F: 3 clusters Score -1043075 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1043373.250000 Penalty: 4472.491211
	Iteration 2F: 3 clusters Score -1043373 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1043582.437500 Penalty: 4472.491211
	Iteration 3F: 3 clusters Score -1043582 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1043753.187500 Penalty: 4472.491211
	Iteration 4Q: 3 clusters Score -1043753 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1043994.250000 Penalty: 4472.491211
	Iteration 5Q: 3 clusters Score -1043994 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1044345.062500 Penalty: 4472.491211
	Iteration 6Q: 3 clusters Score -1044345 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1044793.875000 Penalty: 4472.491211
	Iteration 7F: 3 clusters Score -1044794 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1045189.437500 Penalty: 4472.491211
	Iteration 8F: 3 clusters Score -1045189 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1045504.250000 Penalty: 4472.491211
	Iteration 9F: 3 clusters Score -1045504 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1045738.812500 Penalty: 4472.491211
	Iteration 10Q: 3 clusters Score -1045739 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1045906.750000 Penalty: 4472.491211
	Iteration 11Q: 3 clusters Score -1045907 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1046017.062500 Penalty: 4472.491211
	Iteration 12Q: 3 clusters Score -1046017 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1046086.562500 Penalty: 4472.491211
	Iteration 13Q: 3 clusters Score -1046087 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1046128.500000 Penalty: 4472.491211
	Iteration 14Q: 3 clusters Score -1046128 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1046167.437500 Penalty: 4472.491211
	Iteration 15Q: 3 clusters Score -1046167 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1046196.625000 Penalty: 4472.491211
	Iteration 16Q: 3 clusters Score -1046197 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1046215.875000 Penalty: 4472.491211
	Iteration 17Q: 3 clusters Score -1046216 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1046233.625000 Penalty: 4472.491211
	Iteration 18Q: 3 clusters Score -1046234 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1046247.687500 Penalty: 4472.491211
	Iteration 19Q: 3 clusters Score -1046248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1046259.500000 Penalty: 4472.491211
	Iteration 20F: 3 clusters Score -1046260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1046272.625000 Penalty: 4472.491211
	Iteration 21Q: 3 clusters Score -1046273 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1046281.562500 Penalty: 4472.491211
	Iteration 22Q: 3 clusters Score -1046282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1046291.250000 Penalty: 4472.491211
	Iteration 23Q: 3 clusters Score -1046291 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1046299.625000 Penalty: 4472.491211
	Iteration 24Q: 3 clusters Score -1046300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1046309.687500 Penalty: 4472.491211
	Iteration 25Q: 3 clusters Score -1046310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1046316.187500 Penalty: 4472.491211
	Iteration 26Q: 3 clusters Score -1046316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1046323.375000 Penalty: 4472.491211
	Iteration 27Q: 3 clusters Score -1046323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1046331.812500 Penalty: 4472.491211
	Iteration 28Q: 3 clusters Score -1046332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1046338.250000 Penalty: 4472.491211
	Iteration 29Q: 3 clusters Score -1046338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1046342.875000 Penalty: 4472.491211
	Iteration 30Q: 3 clusters Score -1046343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1046349.062500 Penalty: 4472.491211
	Iteration 31Q: 3 clusters Score -1046349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1046353.937500 Penalty: 4472.491211
	Iteration 32Q: 3 clusters Score -1046354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1046357.437500 Penalty: 4472.491211
	Iteration 33Q: 3 clusters Score -1046357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1046360.312500 Penalty: 4472.491211
	Iteration 34Q: 3 clusters Score -1046360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1046365.687500 Penalty: 4472.491211
	Iteration 35Q: 3 clusters Score -1046366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1046365.125000 Penalty: 4472.491211
	Iteration 36Q: 3 clusters Score -1046365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1046371.875000 Penalty: 4472.491211
	Iteration 37Q: 3 clusters Score -1046372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1046371.750000 Penalty: 4472.491211
	Iteration 38Q: 3 clusters Score -1046372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1046372.875000 Penalty: 4472.491211
	Iteration 39Q: 3 clusters Score -1046373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1046373.750000 Penalty: 4472.491211
	Iteration 40F: 3 clusters Score -1046374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1046378.687500 Penalty: 4472.491211
	Iteration 41Q: 3 clusters Score -1046379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1046381.187500 Penalty: 4472.491211
	Iteration 42Q: 3 clusters Score -1046381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1046383.937500 Penalty: 4472.491211
	Iteration 43Q: 3 clusters Score -1046384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1046385.375000 Penalty: 4472.491211
	Iteration 44Q: 3 clusters Score -1046385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1046386.000000 Penalty: 4472.491211
	Iteration 45Q: 3 clusters Score -1046386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1046385.687500 Penalty: 4472.491211
	Iteration 46Q: 3 clusters Score -1046386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1046387.687500 Penalty: 4472.491211
	Iteration 47Q: 3 clusters Score -1046388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1046386.375000 Penalty: 4472.491211
	Iteration 48Q: 3 clusters Score -1046386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1046387.937500 Penalty: 4472.491211
	Iteration 49Q: 3 clusters Score -1046388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1046388.937500 Penalty: 4472.491211
	Iteration 50Q: 3 clusters Score -1046389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1046389.875000 Penalty: 4472.491211
	Iteration 51Q: 3 clusters Score -1046390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1046389.875000 Penalty: 4472.491211
	Iteration 52F: 3 clusters Score -1046390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Entering Unmasked Estep 
Score: -3569576.250000 Penalty: 2530.150879
	Iteration 0F: 2 clusters Score -3569576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -3550943.250000 Penalty: 5060.301758
	Iteration 0F: 3 clusters Score -3550943 nChanged 12137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -3557896.500000 Penalty: 5060.301758
	Iteration 1F: 3 clusters Score -3557896 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -3558663.250000 Penalty: 5060.301758
	Iteration 2F: 3 clusters Score -3558663 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -3559417.250000 Penalty: 5060.301758
	Iteration 3F: 3 clusters Score -3559417 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -3560134.250000 Penalty: 5060.301758
	Iteration 4F: 3 clusters Score -3560134 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -3560888.250000 Penalty: 5060.301758
	Iteration 5F: 3 clusters Score -3560888 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3561762.000000 Penalty: 5060.301758
	Iteration 6F: 3 clusters Score -3561762 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -3562752.750000 Penalty: 5060.301758
	Iteration 7F: 3 clusters Score -3562753 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -3563876.500000 Penalty: 5060.301758
	Iteration 8F: 3 clusters Score -3563876 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -3565001.000000 Penalty: 5060.301758
	Iteration 9F: 3 clusters Score -3565001 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -3565924.000000 Penalty: 5060.301758
	Iteration 10Q: 3 clusters Score -3565924 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -3566433.750000 Penalty: 5060.301758
	Iteration 11Q: 3 clusters Score -3566434 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -3566691.000000 Penalty: 5060.301758
	Iteration 12Q: 3 clusters Score -3566691 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -3566852.500000 Penalty: 5060.301758
	Iteration 13Q: 3 clusters Score -3566852 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -3566982.750000 Penalty: 5060.301758
	Iteration 14Q: 3 clusters Score -3566983 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -3567095.750000 Penalty: 5060.301758
	Iteration 15Q: 3 clusters Score -3567096 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3567166.250000 Penalty: 5060.301758
	Iteration 16Q: 3 clusters Score -3567166 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -3567231.000000 Penalty: 5060.301758
	Iteration 17Q: 3 clusters Score -3567231 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -3567303.750000 Penalty: 5060.301758
	Iteration 18Q: 3 clusters Score -3567304 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -3567339.750000 Penalty: 5060.301758
	Iteration 19Q: 3 clusters Score -3567340 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -3567390.750000 Penalty: 5060.301758
	Iteration 20F: 3 clusters Score -3567391 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -3567411.750000 Penalty: 5060.301758
	Iteration 21Q: 3 clusters Score -3567412 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -3567458.000000 Penalty: 5060.301758
	Iteration 22Q: 3 clusters Score -3567458 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -3567503.250000 Penalty: 5060.301758
	Iteration 23Q: 3 clusters Score -3567503 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -3567546.750000 Penalty: 5060.301758
	Iteration 24Q: 3 clusters Score -3567547 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -3567581.750000 Penalty: 5060.301758
	Iteration 25Q: 3 clusters Score -3567582 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3567621.750000 Penalty: 5060.301758
	Iteration 26Q: 3 clusters Score -3567622 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3567650.500000 Penalty: 5060.301758
	Iteration 27Q: 3 clusters Score -3567650 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -3567667.750000 Penalty: 5060.301758
	Iteration 28Q: 3 clusters Score -3567668 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -3567696.750000 Penalty: 5060.301758
	Iteration 29Q: 3 clusters Score -3567697 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -3567718.750000 Penalty: 5060.301758
	Iteration 30Q: 3 clusters Score -3567719 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -3567730.000000 Penalty: 5060.301758
	Iteration 31Q: 3 clusters Score -3567730 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3567751.500000 Penalty: 5060.301758
	Iteration 32Q: 3 clusters Score -3567752 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -3567775.500000 Penalty: 5060.301758
	Iteration 33Q: 3 clusters Score -3567776 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -3567797.500000 Penalty: 5060.301758
	Iteration 34Q: 3 clusters Score -3567798 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -3567804.500000 Penalty: 5060.301758
	Iteration 35Q: 3 clusters Score -3567804 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -3567820.250000 Penalty: 5060.301758
	Iteration 36Q: 3 clusters Score -3567820 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -3567840.000000 Penalty: 5060.301758
	Iteration 37Q: 3 clusters Score -3567840 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -3567849.500000 Penalty: 5060.301758
	Iteration 38Q: 3 clusters Score -3567850 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -3567865.000000 Penalty: 5060.301758
	Iteration 39Q: 3 clusters Score -3567865 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -3567876.500000 Penalty: 5060.301758
	Iteration 40F: 3 clusters Score -3567876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -3567877.000000 Penalty: 5060.301758
	Iteration 41Q: 3 clusters Score -3567877 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -3567884.250000 Penalty: 5060.301758
	Iteration 42Q: 3 clusters Score -3567884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -3567901.250000 Penalty: 5060.301758
	Iteration 43Q: 3 clusters Score -3567901 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3567912.250000 Penalty: 5060.301758
	Iteration 44Q: 3 clusters Score -3567912 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -3567920.750000 Penalty: 5060.301758
	Iteration 45Q: 3 clusters Score -3567921 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -3567929.000000 Penalty: 5060.301758
	Iteration 46Q: 3 clusters Score -3567929 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3567950.250000 Penalty: 5060.301758
	Iteration 47Q: 3 clusters Score -3567950 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -3567968.750000 Penalty: 5060.301758
	Iteration 48Q: 3 clusters Score -3567969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -3567987.000000 Penalty: 5060.301758
	Iteration 49Q: 3 clusters Score -3567987 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -3567991.500000 Penalty: 5060.301758
	Iteration 50Q: 3 clusters Score -3567992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -3567998.500000 Penalty: 5060.301758
	Iteration 51Q: 3 clusters Score -3567998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -3568001.500000 Penalty: 5060.301758
	Iteration 52Q: 3 clusters Score -3568002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -3568007.500000 Penalty: 5060.301758
	Iteration 53Q: 3 clusters Score -3568008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -3568005.000000 Penalty: 5060.301758
	Iteration 54Q: 3 clusters Score -3568005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -3568001.500000 Penalty: 5060.301758
	Iteration 55Q: 3 clusters Score -3568002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -3567997.500000 Penalty: 5060.301758
	Iteration 56Q: 3 clusters Score -3567998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -3568002.000000 Penalty: 5060.301758
	Iteration 57Q: 3 clusters Score -3568002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -3567998.750000 Penalty: 5060.301758
	Iteration 58Q: 3 clusters Score -3567999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -3568000.000000 Penalty: 5060.301758
	Iteration 59Q: 3 clusters Score -3568000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -3568000.500000 Penalty: 5060.301758
	Iteration 60F: 3 clusters Score -3568000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -3568000.750000 Penalty: 5060.301758
	Iteration 61Q: 3 clusters Score -3568001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -3568001.250000 Penalty: 5060.301758
	Iteration 62Q: 3 clusters Score -3568001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -3568004.000000 Penalty: 5060.301758
	Iteration 63Q: 3 clusters Score -3568004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -3568010.250000 Penalty: 5060.301758
	Iteration 64Q: 3 clusters Score -3568010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -3568009.250000 Penalty: 5060.301758
	Iteration 65Q: 3 clusters Score -3568009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -3568010.000000 Penalty: 5060.301758
	Iteration 66Q: 3 clusters Score -3568010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3568011.750000 Penalty: 5060.301758
	Iteration 67Q: 3 clusters Score -3568012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -3568006.750000 Penalty: 5060.301758
	Iteration 68Q: 3 clusters Score -3568007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -3568007.250000 Penalty: 5060.301758
	Iteration 69Q: 3 clusters Score -3568007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -3568009.250000 Penalty: 5060.301758
	Iteration 70Q: 3 clusters Score -3568009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -3568010.500000 Penalty: 5060.301758
	Iteration 71Q: 3 clusters Score -3568010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -3568013.500000 Penalty: 5060.301758
	Iteration 72Q: 3 clusters Score -3568014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -3568012.250000 Penalty: 5060.301758
	Iteration 73Q: 3 clusters Score -3568012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -3568013.000000 Penalty: 5060.301758
	Iteration 74Q: 3 clusters Score -3568013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -3568013.750000 Penalty: 5060.301758
	Iteration 75Q: 3 clusters Score -3568014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -3568011.250000 Penalty: 5060.301758
	Iteration 76Q: 3 clusters Score -3568011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -3568011.250000 Penalty: 5060.301758
	Iteration 77F: 3 clusters Score -3568011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (68599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Entering Unmasked Estep 
Score: -9248746.000000 Penalty: 2761.736084
	Iteration 0F: 2 clusters Score -9248746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -9202783.000000 Penalty: 5523.472168
	Iteration 0F: 3 clusters Score -9202783 nChanged 31894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -9221026.000000 Penalty: 5523.472168
	Iteration 1F: 3 clusters Score -9221026 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -9221929.000000 Penalty: 5523.472168
	Iteration 2Q: 3 clusters Score -9221929 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -9223283.000000 Penalty: 5523.472168
	Iteration 3Q: 3 clusters Score -9223283 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -9225475.000000 Penalty: 5523.472168
	Iteration 4F: 3 clusters Score -9225475 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -9228767.000000 Penalty: 5523.472168
	Iteration 5F: 3 clusters Score -9228767 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -9232957.000000 Penalty: 5523.472168
	Iteration 6F: 3 clusters Score -9232957 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 53679 members 
Entering Unmasked Estep 
Score: -9236837.000000 Penalty: 5523.472168
	Iteration 7F: 3 clusters Score -9236837 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -9240198.000000 Penalty: 5523.472168
	Iteration 8F: 3 clusters Score -9240198 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -9242645.000000 Penalty: 5523.472168
	Iteration 9Q: 3 clusters Score -9242645 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 61776 members 
Entering Unmasked Estep 
Score: -9244355.000000 Penalty: 5523.472168
	Iteration 10Q: 3 clusters Score -9244355 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 62962 members 
Entering Unmasked Estep 
Score: -9245506.000000 Penalty: 5523.472168
	Iteration 11Q: 3 clusters Score -9245506 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 63670 members 
Entering Unmasked Estep 
Score: -9246091.000000 Penalty: 5523.472168
	Iteration 12Q: 3 clusters Score -9246091 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 64080 members 
Entering Unmasked Estep 
Score: -9246375.000000 Penalty: 5523.472168
	Iteration 13Q: 3 clusters Score -9246375 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 64359 members 
Entering Unmasked Estep 
Score: -9246508.000000 Penalty: 5523.472168
	Iteration 14Q: 3 clusters Score -9246508 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 64581 members 
Entering Unmasked Estep 
Score: -9246604.000000 Penalty: 5523.472168
	Iteration 15Q: 3 clusters Score -9246604 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 64791 members 
Entering Unmasked Estep 
Score: -9246676.000000 Penalty: 5523.472168
	Iteration 16Q: 3 clusters Score -9246676 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 65006 members 
Entering Unmasked Estep 
Score: -9246746.000000 Penalty: 5523.472168
	Iteration 17Q: 3 clusters Score -9246746 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 65182 members 
Entering Unmasked Estep 
Score: -9246806.000000 Penalty: 5523.472168
	Iteration 18Q: 3 clusters Score -9246806 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 65321 members 
Entering Unmasked Estep 
Score: -9246833.000000 Penalty: 5523.472168
	Iteration 19Q: 3 clusters Score -9246833 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 65445 members 
Entering Unmasked Estep 
Score: -9246863.000000 Penalty: 5523.472168
	Iteration 20F: 3 clusters Score -9246863 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 65538 members 
Entering Unmasked Estep 
Score: -9246873.000000 Penalty: 5523.472168
	Iteration 21Q: 3 clusters Score -9246873 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 65621 members 
Entering Unmasked Estep 
Score: -9246898.000000 Penalty: 5523.472168
	Iteration 22Q: 3 clusters Score -9246898 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 65698 members 
Entering Unmasked Estep 
Score: -9246935.000000 Penalty: 5523.472168
	Iteration 23Q: 3 clusters Score -9246935 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 65774 members 
Entering Unmasked Estep 
Score: -9246939.000000 Penalty: 5523.472168
	Iteration 24Q: 3 clusters Score -9246939 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 65836 members 
Entering Unmasked Estep 
Score: -9246945.000000 Penalty: 5523.472168
	Iteration 25Q: 3 clusters Score -9246945 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 65885 members 
Entering Unmasked Estep 
Score: -9246963.000000 Penalty: 5523.472168
	Iteration 26Q: 3 clusters Score -9246963 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 65927 members 
Entering Unmasked Estep 
Score: -9246974.000000 Penalty: 5523.472168
	Iteration 27Q: 3 clusters Score -9246974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 65966 members 
Entering Unmasked Estep 
Score: -9246997.000000 Penalty: 5523.472168
	Iteration 28Q: 3 clusters Score -9246997 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 65997 members 
Entering Unmasked Estep 
Score: -9246984.000000 Penalty: 5523.472168
	Iteration 29Q: 3 clusters Score -9246984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -9246994.000000 Penalty: 5523.472168
	Iteration 30Q: 3 clusters Score -9246994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -9247002.000000 Penalty: 5523.472168
	Iteration 31Q: 3 clusters Score -9247002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 66048 members 
Entering Unmasked Estep 
Score: -9247006.000000 Penalty: 5523.472168
	Iteration 32Q: 3 clusters Score -9247006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -9247000.000000 Penalty: 5523.472168
	Iteration 33Q: 3 clusters Score -9247000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -9246996.000000 Penalty: 5523.472168
	Iteration 34Q: 3 clusters Score -9246996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 66070 members 
Entering Unmasked Estep 
Score: -9246995.000000 Penalty: 5523.472168
	Iteration 35Q: 3 clusters Score -9246995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 66076 members 
Entering Unmasked Estep 
Score: -9246993.000000 Penalty: 5523.472168
	Iteration 36Q: 3 clusters Score -9246993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 66087 members 
Entering Unmasked Estep 
Score: -9247002.000000 Penalty: 5523.472168
	Iteration 37Q: 3 clusters Score -9247002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 66097 members 
Entering Unmasked Estep 
Score: -9247012.000000 Penalty: 5523.472168
	Iteration 38Q: 3 clusters Score -9247012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 66109 members 
Entering Unmasked Estep 
Score: -9247012.000000 Penalty: 5523.472168
	Iteration 39Q: 3 clusters Score -9247012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 66115 members 
Entering Unmasked Estep 
Score: -9247007.000000 Penalty: 5523.472168
	Iteration 40F: 3 clusters Score -9247007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 66121 members 
Entering Unmasked Estep 
Score: -9247007.000000 Penalty: 5523.472168
	Iteration 41Q: 3 clusters Score -9247007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 66124 members 
Entering Unmasked Estep 
Score: -9247013.000000 Penalty: 5523.472168
	Iteration 42Q: 3 clusters Score -9247013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 66129 members 
Entering Unmasked Estep 
Score: -9247017.000000 Penalty: 5523.472168
	Iteration 43Q: 3 clusters Score -9247017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 66133 members 
Entering Unmasked Estep 
Score: -9247020.000000 Penalty: 5523.472168
	Iteration 44Q: 3 clusters Score -9247020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 66135 members 
Entering Unmasked Estep 
Score: -9247024.000000 Penalty: 5523.472168
	Iteration 45Q: 3 clusters Score -9247024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 66135 members 
Entering Unmasked Estep 
Score: -9247024.000000 Penalty: 5523.472168
	Iteration 46F: 3 clusters Score -9247024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (166039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166039 members 
Entering Unmasked Estep 
Score: -22456014.000000 Penalty: 2980.954346
	Iteration 0F: 2 clusters Score -2.245601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83077 members 
Mstep: Class 2 contains 82962 members 
Entering Unmasked Estep 
Score: -22347086.000000 Penalty: 5961.908691
	Iteration 0F: 3 clusters Score -2.234709e+07 nChanged 79518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84021 members 
Mstep: Class 2 contains 82018 members 
Entering Unmasked Estep 
Score: -22393640.000000 Penalty: 5961.908691
	Iteration 1F: 3 clusters Score -2.239364e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84917 members 
Mstep: Class 2 contains 81122 members 
Entering Unmasked Estep 
Score: -22394518.000000 Penalty: 5961.908691
	Iteration 2Q: 3 clusters Score -2.239452e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86200 members 
Mstep: Class 2 contains 79839 members 
Entering Unmasked Estep 
Score: -22395678.000000 Penalty: 5961.908691
	Iteration 3Q: 3 clusters Score -2.239568e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88201 members 
Mstep: Class 2 contains 77838 members 
Entering Unmasked Estep 
Score: -22396858.000000 Penalty: 5961.908691
	Iteration 4Q: 3 clusters Score -2.239686e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91230 members 
Mstep: Class 2 contains 74809 members 
Entering Unmasked Estep 
Score: -22398444.000000 Penalty: 5961.908691
	Iteration 5Q: 3 clusters Score -2.239844e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95673 members 
Mstep: Class 2 contains 70366 members 
Entering Unmasked Estep 
Score: -22401580.000000 Penalty: 5961.908691
	Iteration 6Q: 3 clusters Score -2.240158e+07 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101985 members 
Mstep: Class 2 contains 64054 members 
Entering Unmasked Estep 
Score: -22406474.000000 Penalty: 5961.908691
	Iteration 7F: 3 clusters Score -2.240647e+07 nChanged 10407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110108 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -22414014.000000 Penalty: 5961.908691
	Iteration 8F: 3 clusters Score -2.241401e+07 nChanged 11471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119081 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -22424692.000000 Penalty: 5961.908691
	Iteration 9F: 3 clusters Score -2.242469e+07 nChanged 10516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126279 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -22435970.000000 Penalty: 5961.908691
	Iteration 10F: 3 clusters Score -2.243597e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130346 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -22443234.000000 Penalty: 5961.908691
	Iteration 11Q: 3 clusters Score -2.244323e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132810 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -22446408.000000 Penalty: 5961.908691
	Iteration 12Q: 3 clusters Score -2.244641e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134775 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -22447634.000000 Penalty: 5961.908691
	Iteration 13Q: 3 clusters Score -2.244763e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136553 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -22448716.000000 Penalty: 5961.908691
	Iteration 14Q: 3 clusters Score -2.244872e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138232 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -22449516.000000 Penalty: 5961.908691
	Iteration 15Q: 3 clusters Score -2.244952e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139795 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -22450204.000000 Penalty: 5961.908691
	Iteration 16Q: 3 clusters Score -2.24502e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141273 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -22450744.000000 Penalty: 5961.908691
	Iteration 17Q: 3 clusters Score -2.245074e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142657 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -22451270.000000 Penalty: 5961.908691
	Iteration 18Q: 3 clusters Score -2.245127e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143966 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -22451770.000000 Penalty: 5961.908691
	Iteration 19Q: 3 clusters Score -2.245177e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145231 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -22452184.000000 Penalty: 5961.908691
	Iteration 20F: 3 clusters Score -2.245218e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146442 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -22452518.000000 Penalty: 5961.908691
	Iteration 21Q: 3 clusters Score -2.245252e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147498 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -22452854.000000 Penalty: 5961.908691
	Iteration 22Q: 3 clusters Score -2.245285e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148477 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -22453006.000000 Penalty: 5961.908691
	Iteration 23Q: 3 clusters Score -2.245301e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149442 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -22453162.000000 Penalty: 5961.908691
	Iteration 24Q: 3 clusters Score -2.245316e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150350 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -22453276.000000 Penalty: 5961.908691
	Iteration 25Q: 3 clusters Score -2.245328e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151203 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -22453344.000000 Penalty: 5961.908691
	Iteration 26Q: 3 clusters Score -2.245334e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152065 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -22453534.000000 Penalty: 5961.908691
	Iteration 27Q: 3 clusters Score -2.245353e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152942 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -22453754.000000 Penalty: 5961.908691
	Iteration 28Q: 3 clusters Score -2.245375e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153739 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -22453858.000000 Penalty: 5961.908691
	Iteration 29Q: 3 clusters Score -2.245386e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154523 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -22453966.000000 Penalty: 5961.908691
	Iteration 30Q: 3 clusters Score -2.245397e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155212 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -22454106.000000 Penalty: 5961.908691
	Iteration 31Q: 3 clusters Score -2.245411e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155820 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -22454216.000000 Penalty: 5961.908691
	Iteration 32Q: 3 clusters Score -2.245422e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156419 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -22454344.000000 Penalty: 5961.908691
	Iteration 33Q: 3 clusters Score -2.245434e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156967 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -22454460.000000 Penalty: 5961.908691
	Iteration 34Q: 3 clusters Score -2.245446e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157500 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -22454442.000000 Penalty: 5961.908691
	Iteration 35Q: 3 clusters Score -2.245444e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158045 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -22454386.000000 Penalty: 5961.908691
	Iteration 36Q: 3 clusters Score -2.245439e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158521 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -22454332.000000 Penalty: 5961.908691
	Iteration 37Q: 3 clusters Score -2.245433e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158971 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -22454334.000000 Penalty: 5961.908691
	Iteration 38Q: 3 clusters Score -2.245433e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159405 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -22454250.000000 Penalty: 5961.908691
	Iteration 39Q: 3 clusters Score -2.245425e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159813 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -22454396.000000 Penalty: 5961.908691
	Iteration 40F: 3 clusters Score -2.24544e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160169 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -22454460.000000 Penalty: 5961.908691
	Iteration 41Q: 3 clusters Score -2.245446e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160512 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -22454518.000000 Penalty: 5961.908691
	Iteration 42Q: 3 clusters Score -2.245452e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160810 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -22454498.000000 Penalty: 5961.908691
	Iteration 43Q: 3 clusters Score -2.24545e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161062 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -22454502.000000 Penalty: 5961.908691
	Iteration 44Q: 3 clusters Score -2.24545e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161304 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -22454520.000000 Penalty: 5961.908691
	Iteration 45Q: 3 clusters Score -2.245452e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161532 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -22454540.000000 Penalty: 5961.908691
	Iteration 46Q: 3 clusters Score -2.245454e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161736 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -22454548.000000 Penalty: 5961.908691
	Iteration 47Q: 3 clusters Score -2.245455e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161913 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -22454568.000000 Penalty: 5961.908691
	Iteration 48Q: 3 clusters Score -2.245457e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162070 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -22454572.000000 Penalty: 5961.908691
	Iteration 49Q: 3 clusters Score -2.245457e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162202 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -22454558.000000 Penalty: 5961.908691
	Iteration 50Q: 3 clusters Score -2.245456e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162328 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -22454514.000000 Penalty: 5961.908691
	Iteration 51Q: 3 clusters Score -2.245451e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162420 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -22454510.000000 Penalty: 5961.908691
	Iteration 52Q: 3 clusters Score -2.245451e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162499 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -22454494.000000 Penalty: 5961.908691
	Iteration 53Q: 3 clusters Score -2.245449e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162577 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -22454438.000000 Penalty: 5961.908691
	Iteration 54Q: 3 clusters Score -2.245444e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162631 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -22454432.000000 Penalty: 5961.908691
	Iteration 55Q: 3 clusters Score -2.245443e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162678 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -22454404.000000 Penalty: 5961.908691
	Iteration 56Q: 3 clusters Score -2.24544e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162723 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -22454414.000000 Penalty: 5961.908691
	Iteration 57Q: 3 clusters Score -2.245441e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162761 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -22454442.000000 Penalty: 5961.908691
	Iteration 58Q: 3 clusters Score -2.245444e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162794 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -22454448.000000 Penalty: 5961.908691
	Iteration 59Q: 3 clusters Score -2.245445e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162822 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -22454448.000000 Penalty: 5961.908691
	Iteration 60F: 3 clusters Score -2.245445e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162845 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -22454444.000000 Penalty: 5961.908691
	Iteration 61Q: 3 clusters Score -2.245444e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162871 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -22454414.000000 Penalty: 5961.908691
	Iteration 62Q: 3 clusters Score -2.245441e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162895 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -22454420.000000 Penalty: 5961.908691
	Iteration 63Q: 3 clusters Score -2.245442e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162922 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -22454398.000000 Penalty: 5961.908691
	Iteration 64Q: 3 clusters Score -2.24544e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162952 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -22454414.000000 Penalty: 5961.908691
	Iteration 65Q: 3 clusters Score -2.245441e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162977 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -22454418.000000 Penalty: 5961.908691
	Iteration 66Q: 3 clusters Score -2.245442e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162996 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -22454400.000000 Penalty: 5961.908691
	Iteration 67Q: 3 clusters Score -2.24544e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163019 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -22454428.000000 Penalty: 5961.908691
	Iteration 68Q: 3 clusters Score -2.245443e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163037 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -22454446.000000 Penalty: 5961.908691
	Iteration 69Q: 3 clusters Score -2.245445e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163056 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -22454434.000000 Penalty: 5961.908691
	Iteration 70Q: 3 clusters Score -2.245443e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163075 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -22454426.000000 Penalty: 5961.908691
	Iteration 71Q: 3 clusters Score -2.245443e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163095 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -22454470.000000 Penalty: 5961.908691
	Iteration 72Q: 3 clusters Score -2.245447e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163119 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -22454462.000000 Penalty: 5961.908691
	Iteration 73Q: 3 clusters Score -2.245446e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163134 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -22454462.000000 Penalty: 5961.908691
	Iteration 74Q: 3 clusters Score -2.245446e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163154 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -22454464.000000 Penalty: 5961.908691
	Iteration 75Q: 3 clusters Score -2.245446e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163172 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -22454454.000000 Penalty: 5961.908691
	Iteration 76Q: 3 clusters Score -2.245445e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163182 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -22454452.000000 Penalty: 5961.908691
	Iteration 77Q: 3 clusters Score -2.245445e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163195 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -22454464.000000 Penalty: 5961.908691
	Iteration 78Q: 3 clusters Score -2.245446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163207 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -22454438.000000 Penalty: 5961.908691
	Iteration 79Q: 3 clusters Score -2.245444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163214 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -22454440.000000 Penalty: 5961.908691
	Iteration 80F: 3 clusters Score -2.245444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163221 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -22454426.000000 Penalty: 5961.908691
	Iteration 81Q: 3 clusters Score -2.245443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163225 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -22454414.000000 Penalty: 5961.908691
	Iteration 82Q: 3 clusters Score -2.245441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163231 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -22454436.000000 Penalty: 5961.908691
	Iteration 83Q: 3 clusters Score -2.245444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163240 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -22454434.000000 Penalty: 5961.908691
	Iteration 84Q: 3 clusters Score -2.245443e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163251 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -22454416.000000 Penalty: 5961.908691
	Iteration 85Q: 3 clusters Score -2.245442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163261 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -22454406.000000 Penalty: 5961.908691
	Iteration 86Q: 3 clusters Score -2.245441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163271 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -22454406.000000 Penalty: 5961.908691
	Iteration 87Q: 3 clusters Score -2.245441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163273 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -22454404.000000 Penalty: 5961.908691
	Iteration 88Q: 3 clusters Score -2.24544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163276 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -22454406.000000 Penalty: 5961.908691
	Iteration 89Q: 3 clusters Score -2.245441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163279 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -22454408.000000 Penalty: 5961.908691
	Iteration 90Q: 3 clusters Score -2.245441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163283 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -22454406.000000 Penalty: 5961.908691
	Iteration 91Q: 3 clusters Score -2.245441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163286 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -22454402.000000 Penalty: 5961.908691
	Iteration 92Q: 3 clusters Score -2.24544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163288 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -22454396.000000 Penalty: 5961.908691
	Iteration 93Q: 3 clusters Score -2.24544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163292 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -22454398.000000 Penalty: 5961.908691
	Iteration 94Q: 3 clusters Score -2.24544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163294 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -22454392.000000 Penalty: 5961.908691
	Iteration 95Q: 3 clusters Score -2.245439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163298 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -22454398.000000 Penalty: 5961.908691
	Iteration 96Q: 3 clusters Score -2.24544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163302 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -22454404.000000 Penalty: 5961.908691
	Iteration 97Q: 3 clusters Score -2.24544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163305 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -22454408.000000 Penalty: 5961.908691
	Iteration 98Q: 3 clusters Score -2.245441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163308 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -22454416.000000 Penalty: 5961.908691
	Iteration 99Q: 3 clusters Score -2.245442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163314 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -22454410.000000 Penalty: 5961.908691
	Iteration 100F: 3 clusters Score -2.245441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163316 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -22454406.000000 Penalty: 5961.908691
	Iteration 101Q: 3 clusters Score -2.245441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163316 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -22454406.000000 Penalty: 5961.908691
	Iteration 102F: 3 clusters Score -2.245441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Entering Unmasked Estep 
Score: -6379620.500000 Penalty: 2670.411865
	Iteration 0F: 2 clusters Score -6379620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -6347644.000000 Penalty: 5340.823730
	Iteration 0F: 3 clusters Score -6347644 nChanged 21870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -6359766.000000 Penalty: 5340.823730
	Iteration 1F: 3 clusters Score -6359766 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -6360447.500000 Penalty: 5340.823730
	Iteration 2Q: 3 clusters Score -6360448 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -6361321.500000 Penalty: 5340.823730
	Iteration 3Q: 3 clusters Score -6361322 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -6362467.500000 Penalty: 5340.823730
	Iteration 4F: 3 clusters Score -6362468 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -6364208.500000 Penalty: 5340.823730
	Iteration 5F: 3 clusters Score -6364208 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -6366845.000000 Penalty: 5340.823730
	Iteration 6F: 3 clusters Score -6366845 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -6370046.000000 Penalty: 5340.823730
	Iteration 7F: 3 clusters Score -6370046 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -6373201.500000 Penalty: 5340.823730
	Iteration 8F: 3 clusters Score -6373202 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -6375506.000000 Penalty: 5340.823730
	Iteration 9Q: 3 clusters Score -6375506 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -6376344.000000 Penalty: 5340.823730
	Iteration 10Q: 3 clusters Score -6376344 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -6376627.500000 Penalty: 5340.823730
	Iteration 11Q: 3 clusters Score -6376628 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -6376825.500000 Penalty: 5340.823730
	Iteration 12Q: 3 clusters Score -6376826 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -6376976.500000 Penalty: 5340.823730
	Iteration 13Q: 3 clusters Score -6376976 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -6377095.000000 Penalty: 5340.823730
	Iteration 14Q: 3 clusters Score -6377095 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -6377179.500000 Penalty: 5340.823730
	Iteration 15Q: 3 clusters Score -6377180 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -6377232.500000 Penalty: 5340.823730
	Iteration 16Q: 3 clusters Score -6377232 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -6377296.000000 Penalty: 5340.823730
	Iteration 17Q: 3 clusters Score -6377296 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -6377346.500000 Penalty: 5340.823730
	Iteration 18Q: 3 clusters Score -6377346 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -6377398.000000 Penalty: 5340.823730
	Iteration 19Q: 3 clusters Score -6377398 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -6377449.500000 Penalty: 5340.823730
	Iteration 20F: 3 clusters Score -6377450 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -6377518.000000 Penalty: 5340.823730
	Iteration 21Q: 3 clusters Score -6377518 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -6377560.000000 Penalty: 5340.823730
	Iteration 22Q: 3 clusters Score -6377560 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -6377593.000000 Penalty: 5340.823730
	Iteration 23Q: 3 clusters Score -6377593 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -6377624.500000 Penalty: 5340.823730
	Iteration 24Q: 3 clusters Score -6377624 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -6377656.500000 Penalty: 5340.823730
	Iteration 25Q: 3 clusters Score -6377656 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -6377693.000000 Penalty: 5340.823730
	Iteration 26Q: 3 clusters Score -6377693 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -6377726.500000 Penalty: 5340.823730
	Iteration 27Q: 3 clusters Score -6377726 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -6377751.000000 Penalty: 5340.823730
	Iteration 28Q: 3 clusters Score -6377751 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -6377783.500000 Penalty: 5340.823730
	Iteration 29Q: 3 clusters Score -6377784 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -6377814.000000 Penalty: 5340.823730
	Iteration 30Q: 3 clusters Score -6377814 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -6377846.500000 Penalty: 5340.823730
	Iteration 31Q: 3 clusters Score -6377846 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -6377863.500000 Penalty: 5340.823730
	Iteration 32Q: 3 clusters Score -6377864 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -6377893.000000 Penalty: 5340.823730
	Iteration 33Q: 3 clusters Score -6377893 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -6377896.000000 Penalty: 5340.823730
	Iteration 34Q: 3 clusters Score -6377896 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -6377917.000000 Penalty: 5340.823730
	Iteration 35Q: 3 clusters Score -6377917 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -6377935.000000 Penalty: 5340.823730
	Iteration 36Q: 3 clusters Score -6377935 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -6377943.500000 Penalty: 5340.823730
	Iteration 37Q: 3 clusters Score -6377944 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -6377944.500000 Penalty: 5340.823730
	Iteration 38Q: 3 clusters Score -6377944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -6377950.000000 Penalty: 5340.823730
	Iteration 39Q: 3 clusters Score -6377950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -6377964.500000 Penalty: 5340.823730
	Iteration 40F: 3 clusters Score -6377964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -6377958.000000 Penalty: 5340.823730
	Iteration 41Q: 3 clusters Score -6377958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -6377960.500000 Penalty: 5340.823730
	Iteration 42Q: 3 clusters Score -6377960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -6377967.500000 Penalty: 5340.823730
	Iteration 43Q: 3 clusters Score -6377968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -6377982.500000 Penalty: 5340.823730
	Iteration 44Q: 3 clusters Score -6377982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 44949 members 
Entering Unmasked Estep 
Score: -6377972.500000 Penalty: 5340.823730
	Iteration 45Q: 3 clusters Score -6377972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -6377975.000000 Penalty: 5340.823730
	Iteration 46Q: 3 clusters Score -6377975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -6377978.000000 Penalty: 5340.823730
	Iteration 47Q: 3 clusters Score -6377978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -6377979.000000 Penalty: 5340.823730
	Iteration 48Q: 3 clusters Score -6377979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -6377982.000000 Penalty: 5340.823730
	Iteration 49Q: 3 clusters Score -6377982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -6377983.500000 Penalty: 5340.823730
	Iteration 50Q: 3 clusters Score -6377984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -6377986.000000 Penalty: 5340.823730
	Iteration 51Q: 3 clusters Score -6377986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -6377983.500000 Penalty: 5340.823730
	Iteration 52Q: 3 clusters Score -6377984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -6377994.000000 Penalty: 5340.823730
	Iteration 53Q: 3 clusters Score -6377994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -6377988.500000 Penalty: 5340.823730
	Iteration 54Q: 3 clusters Score -6377988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -6377990.000000 Penalty: 5340.823730
	Iteration 55Q: 3 clusters Score -6377990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -6377995.000000 Penalty: 5340.823730
	Iteration 56Q: 3 clusters Score -6377995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -6377999.500000 Penalty: 5340.823730
	Iteration 57Q: 3 clusters Score -6378000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -6378005.500000 Penalty: 5340.823730
	Iteration 58Q: 3 clusters Score -6378006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -6378021.500000 Penalty: 5340.823730
	Iteration 59Q: 3 clusters Score -6378022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -6378021.000000 Penalty: 5340.823730
	Iteration 60F: 3 clusters Score -6378021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -6378022.000000 Penalty: 5340.823730
	Iteration 61Q: 3 clusters Score -6378022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -6378031.500000 Penalty: 5340.823730
	Iteration 62Q: 3 clusters Score -6378032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -6378025.000000 Penalty: 5340.823730
	Iteration 63Q: 3 clusters Score -6378025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -6378032.000000 Penalty: 5340.823730
	Iteration 64Q: 3 clusters Score -6378032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -6378041.500000 Penalty: 5340.823730
	Iteration 65Q: 3 clusters Score -6378042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -6378040.000000 Penalty: 5340.823730
	Iteration 66Q: 3 clusters Score -6378040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 45228 members 
Entering Unmasked Estep 
Score: -6378037.500000 Penalty: 5340.823730
	Iteration 67Q: 3 clusters Score -6378038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -6378039.500000 Penalty: 5340.823730
	Iteration 68Q: 3 clusters Score -6378040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -6378041.000000 Penalty: 5340.823730
	Iteration 69Q: 3 clusters Score -6378041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -6378038.500000 Penalty: 5340.823730
	Iteration 70Q: 3 clusters Score -6378038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -6378039.500000 Penalty: 5340.823730
	Iteration 71Q: 3 clusters Score -6378040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -6378043.000000 Penalty: 5340.823730
	Iteration 72Q: 3 clusters Score -6378043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -6378043.500000 Penalty: 5340.823730
	Iteration 73Q: 3 clusters Score -6378044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -6378039.000000 Penalty: 5340.823730
	Iteration 74Q: 3 clusters Score -6378039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -6378041.500000 Penalty: 5340.823730
	Iteration 75Q: 3 clusters Score -6378042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -6378044.500000 Penalty: 5340.823730
	Iteration 76Q: 3 clusters Score -6378044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -6378045.000000 Penalty: 5340.823730
	Iteration 77Q: 3 clusters Score -6378045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -6378050.500000 Penalty: 5340.823730
	Iteration 78Q: 3 clusters Score -6378050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -6378058.000000 Penalty: 5340.823730
	Iteration 79Q: 3 clusters Score -6378058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -6378063.500000 Penalty: 5340.823730
	Iteration 80F: 3 clusters Score -6378064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -6378065.000000 Penalty: 5340.823730
	Iteration 81Q: 3 clusters Score -6378065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -6378064.000000 Penalty: 5340.823730
	Iteration 82Q: 3 clusters Score -6378064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -6378063.500000 Penalty: 5340.823730
	Iteration 83Q: 3 clusters Score -6378064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -6378062.000000 Penalty: 5340.823730
	Iteration 84Q: 3 clusters Score -6378062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -6378063.000000 Penalty: 5340.823730
	Iteration 85Q: 3 clusters Score -6378063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -6378063.000000 Penalty: 5340.823730
	Iteration 86Q: 3 clusters Score -6378063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -6378054.000000 Penalty: 5340.823730
	Iteration 87Q: 3 clusters Score -6378054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -6378047.500000 Penalty: 5340.823730
	Iteration 88Q: 3 clusters Score -6378048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -6378050.500000 Penalty: 5340.823730
	Iteration 89Q: 3 clusters Score -6378050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -6378046.500000 Penalty: 5340.823730
	Iteration 90Q: 3 clusters Score -6378046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -6378051.000000 Penalty: 5340.823730
	Iteration 91Q: 3 clusters Score -6378051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -6378051.000000 Penalty: 5340.823730
	Iteration 92Q: 3 clusters Score -6378051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -6378051.000000 Penalty: 5340.823730
	Iteration 93Q: 3 clusters Score -6378051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -6378051.000000 Penalty: 5340.823730
	Iteration 94Q: 3 clusters Score -6378051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -6378053.500000 Penalty: 5340.823730
	Iteration 95Q: 3 clusters Score -6378054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -6378053.500000 Penalty: 5340.823730
	Iteration 96F: 3 clusters Score -6378054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -45004.183594 Penalty: 1478.329346
	Iteration 0F: 2 clusters Score -45004.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43611.695312 Penalty: 2956.658691
	Iteration 0F: 3 clusters Score -43611.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43771.523438 Penalty: 2956.658691
	Iteration 1F: 3 clusters Score -43771.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43844.527344 Penalty: 2956.658691
	Iteration 2Q: 3 clusters Score -43844.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43891.441406 Penalty: 2956.658691
	Iteration 3Q: 3 clusters Score -43891.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43935.761719 Penalty: 2956.658691
	Iteration 4Q: 3 clusters Score -43935.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44046.714844 Penalty: 2956.658691
	Iteration 5Q: 3 clusters Score -44046.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44170.937500 Penalty: 2956.658691
	Iteration 6Q: 3 clusters Score -44170.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44240.585938 Penalty: 2956.658691
	Iteration 7Q: 3 clusters Score -44240.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44320.226562 Penalty: 2956.658691
	Iteration 8Q: 3 clusters Score -44320.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44377.746094 Penalty: 2956.658691
	Iteration 9Q: 3 clusters Score -44377.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44500.394531 Penalty: 2956.658691
	Iteration 10Q: 3 clusters Score -44500.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44577.417969 Penalty: 2956.658691
	Iteration 11Q: 3 clusters Score -44577.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -44645.285156 Penalty: 2956.658691
	Iteration 12Q: 3 clusters Score -44645.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44720.316406 Penalty: 2956.658691
	Iteration 13Q: 3 clusters Score -44720.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44827.785156 Penalty: 2956.658691
	Iteration 14Q: 3 clusters Score -44827.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44926.992188 Penalty: 2956.658691
	Iteration 15Q: 3 clusters Score -44926.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44934.023438 Penalty: 2956.658691
	Iteration 16Q: 3 clusters Score -44934.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44934.023438 Penalty: 2956.658691
	Iteration 17F: 3 clusters Score -44934.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (93705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93705 members 
Entering Unmasked Estep 
Score: -12147037.000000 Penalty: 2839.080811
	Iteration 0F: 2 clusters Score -1.214704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -12084629.000000 Penalty: 5678.161621
	Iteration 0F: 3 clusters Score -1.208463e+07 nChanged 44056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -12109309.000000 Penalty: 5678.161621
	Iteration 1F: 3 clusters Score -1.210931e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -12110183.000000 Penalty: 5678.161621
	Iteration 2Q: 3 clusters Score -1.211018e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 53746 members 
Entering Unmasked Estep 
Score: -12111539.000000 Penalty: 5678.161621
	Iteration 3Q: 3 clusters Score -1.211154e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 57832 members 
Entering Unmasked Estep 
Score: -12114094.000000 Penalty: 5678.161621
	Iteration 4F: 3 clusters Score -1.211409e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 63455 members 
Entering Unmasked Estep 
Score: -12118714.000000 Penalty: 5678.161621
	Iteration 5F: 3 clusters Score -1.211871e+07 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 70238 members 
Entering Unmasked Estep 
Score: -12125242.000000 Penalty: 5678.161621
	Iteration 6F: 3 clusters Score -1.212524e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 76889 members 
Entering Unmasked Estep 
Score: -12131867.000000 Penalty: 5678.161621
	Iteration 7F: 3 clusters Score -1.213187e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 82282 members 
Entering Unmasked Estep 
Score: -12136930.000000 Penalty: 5678.161621
	Iteration 8F: 3 clusters Score -1.213693e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 86147 members 
Entering Unmasked Estep 
Score: -12140164.000000 Penalty: 5678.161621
	Iteration 9Q: 3 clusters Score -1.214016e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 88756 members 
Entering Unmasked Estep 
Score: -12142008.000000 Penalty: 5678.161621
	Iteration 10Q: 3 clusters Score -1.214201e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 90410 members 
Entering Unmasked Estep 
Score: -12143179.000000 Penalty: 5678.161621
	Iteration 11Q: 3 clusters Score -1.214318e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 91511 members 
Entering Unmasked Estep 
Score: -12143877.000000 Penalty: 5678.161621
	Iteration 12Q: 3 clusters Score -1.214388e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 92117 members 
Entering Unmasked Estep 
Score: -12144227.000000 Penalty: 5678.161621
	Iteration 13Q: 3 clusters Score -1.214423e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 92473 members 
Entering Unmasked Estep 
Score: -12144450.000000 Penalty: 5678.161621
	Iteration 14Q: 3 clusters Score -1.214445e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 92669 members 
Entering Unmasked Estep 
Score: -12144598.000000 Penalty: 5678.161621
	Iteration 15Q: 3 clusters Score -1.21446e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 92805 members 
Entering Unmasked Estep 
Score: -12144697.000000 Penalty: 5678.161621
	Iteration 16Q: 3 clusters Score -1.21447e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 92882 members 
Entering Unmasked Estep 
Score: -12144732.000000 Penalty: 5678.161621
	Iteration 17Q: 3 clusters Score -1.214473e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 92933 members 
Entering Unmasked Estep 
Score: -12144732.000000 Penalty: 5678.161621
	Iteration 18Q: 3 clusters Score -1.214473e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 92973 members 
Entering Unmasked Estep 
Score: -12144755.000000 Penalty: 5678.161621
	Iteration 19Q: 3 clusters Score -1.214476e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 93007 members 
Entering Unmasked Estep 
Score: -12144799.000000 Penalty: 5678.161621
	Iteration 20F: 3 clusters Score -1.21448e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 93025 members 
Entering Unmasked Estep 
Score: -12144802.000000 Penalty: 5678.161621
	Iteration 21Q: 3 clusters Score -1.21448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 93035 members 
Entering Unmasked Estep 
Score: -12144804.000000 Penalty: 5678.161621
	Iteration 22Q: 3 clusters Score -1.21448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 93044 members 
Entering Unmasked Estep 
Score: -12144802.000000 Penalty: 5678.161621
	Iteration 23Q: 3 clusters Score -1.21448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 93051 members 
Entering Unmasked Estep 
Score: -12144809.000000 Penalty: 5678.161621
	Iteration 24Q: 3 clusters Score -1.214481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 93064 members 
Entering Unmasked Estep 
Score: -12144826.000000 Penalty: 5678.161621
	Iteration 25Q: 3 clusters Score -1.214483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 93068 members 
Entering Unmasked Estep 
Score: -12144833.000000 Penalty: 5678.161621
	Iteration 26Q: 3 clusters Score -1.214483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 93072 members 
Entering Unmasked Estep 
Score: -12144837.000000 Penalty: 5678.161621
	Iteration 27Q: 3 clusters Score -1.214484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 93074 members 
Entering Unmasked Estep 
Score: -12144829.000000 Penalty: 5678.161621
	Iteration 28Q: 3 clusters Score -1.214483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 93076 members 
Entering Unmasked Estep 
Score: -12144829.000000 Penalty: 5678.161621
	Iteration 29Q: 3 clusters Score -1.214483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 93076 members 
Entering Unmasked Estep 
Score: -12144829.000000 Penalty: 5678.161621
	Iteration 30F: 3 clusters Score -1.214483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (150641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150641 members 
Entering Unmasked Estep 
Score: -20014178.000000 Penalty: 2956.818359
	Iteration 0F: 2 clusters Score -2.001418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75348 members 
Mstep: Class 2 contains 75293 members 
Entering Unmasked Estep 
Score: -19913946.000000 Penalty: 5913.636719
	Iteration 0F: 3 clusters Score -1.991395e+07 nChanged 71956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75718 members 
Mstep: Class 2 contains 74923 members 
Entering Unmasked Estep 
Score: -19955032.000000 Penalty: 5913.636719
	Iteration 1F: 3 clusters Score -1.995503e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76150 members 
Mstep: Class 2 contains 74491 members 
Entering Unmasked Estep 
Score: -19955864.000000 Penalty: 5913.636719
	Iteration 2Q: 3 clusters Score -1.995586e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76816 members 
Mstep: Class 2 contains 73825 members 
Entering Unmasked Estep 
Score: -19956600.000000 Penalty: 5913.636719
	Iteration 3Q: 3 clusters Score -1.99566e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77851 members 
Mstep: Class 2 contains 72790 members 
Entering Unmasked Estep 
Score: -19957300.000000 Penalty: 5913.636719
	Iteration 4Q: 3 clusters Score -1.99573e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79399 members 
Mstep: Class 2 contains 71242 members 
Entering Unmasked Estep 
Score: -19958186.000000 Penalty: 5913.636719
	Iteration 5Q: 3 clusters Score -1.995819e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81748 members 
Mstep: Class 2 contains 68893 members 
Entering Unmasked Estep 
Score: -19959184.000000 Penalty: 5913.636719
	Iteration 6Q: 3 clusters Score -1.995918e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85146 members 
Mstep: Class 2 contains 65495 members 
Entering Unmasked Estep 
Score: -19960638.000000 Penalty: 5913.636719
	Iteration 7Q: 3 clusters Score -1.996064e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90022 members 
Mstep: Class 2 contains 60619 members 
Entering Unmasked Estep 
Score: -19962826.000000 Penalty: 5913.636719
	Iteration 8Q: 3 clusters Score -1.996283e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96781 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
Score: -19966310.000000 Penalty: 5913.636719
	Iteration 9F: 3 clusters Score -1.996631e+07 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105488 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -19971628.000000 Penalty: 5913.636719
	Iteration 10F: 3 clusters Score -1.997163e+07 nChanged 10299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115589 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -19979256.000000 Penalty: 5913.636719
	Iteration 11F: 3 clusters Score -1.997926e+07 nChanged 10620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126109 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -19988582.000000 Penalty: 5913.636719
	Iteration 12F: 3 clusters Score -1.998858e+07 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135143 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -19996968.000000 Penalty: 5913.636719
	Iteration 13F: 3 clusters Score -1.999697e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141574 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -20003296.000000 Penalty: 5913.636719
	Iteration 14Q: 3 clusters Score -2.00033e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145736 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -20007340.000000 Penalty: 5913.636719
	Iteration 15Q: 3 clusters Score -2.000734e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148070 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -20009486.000000 Penalty: 5913.636719
	Iteration 16Q: 3 clusters Score -2.000949e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149278 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -20010486.000000 Penalty: 5913.636719
	Iteration 17Q: 3 clusters Score -2.001049e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149832 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -20011000.000000 Penalty: 5913.636719
	Iteration 18Q: 3 clusters Score -2.0011e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150071 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -20011206.000000 Penalty: 5913.636719
	Iteration 19Q: 3 clusters Score -2.001121e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150179 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -20011314.000000 Penalty: 5913.636719
	Iteration 20F: 3 clusters Score -2.001131e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150235 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -20011396.000000 Penalty: 5913.636719
	Iteration 21Q: 3 clusters Score -2.00114e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150271 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -20011420.000000 Penalty: 5913.636719
	Iteration 22Q: 3 clusters Score -2.001142e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150293 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -20011448.000000 Penalty: 5913.636719
	Iteration 23Q: 3 clusters Score -2.001145e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150308 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -20011460.000000 Penalty: 5913.636719
	Iteration 24Q: 3 clusters Score -2.001146e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150320 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -20011480.000000 Penalty: 5913.636719
	Iteration 25Q: 3 clusters Score -2.001148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150327 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -20011498.000000 Penalty: 5913.636719
	Iteration 26Q: 3 clusters Score -2.00115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150332 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -20011524.000000 Penalty: 5913.636719
	Iteration 27Q: 3 clusters Score -2.001152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150334 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -20011528.000000 Penalty: 5913.636719
	Iteration 28Q: 3 clusters Score -2.001153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150340 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -20011540.000000 Penalty: 5913.636719
	Iteration 29Q: 3 clusters Score -2.001154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150344 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -20011550.000000 Penalty: 5913.636719
	Iteration 30Q: 3 clusters Score -2.001155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150345 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -20011546.000000 Penalty: 5913.636719
	Iteration 31Q: 3 clusters Score -2.001155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150345 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -20011558.000000 Penalty: 5913.636719
	Iteration 32Q: 3 clusters Score -2.001156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150346 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20011550.000000 Penalty: 5913.636719
	Iteration 33Q: 3 clusters Score -2.001155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150350 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -20011552.000000 Penalty: 5913.636719
	Iteration 34Q: 3 clusters Score -2.001155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150350 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -20011562.000000 Penalty: 5913.636719
	Iteration 35Q: 3 clusters Score -2.001156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150349 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -20011560.000000 Penalty: 5913.636719
	Iteration 36Q: 3 clusters Score -2.001156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150348 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20011562.000000 Penalty: 5913.636719
	Iteration 37Q: 3 clusters Score -2.001156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150348 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20011562.000000 Penalty: 5913.636719
	Iteration 38F: 3 clusters Score -2.001156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (155527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155527 members 
Entering Unmasked Estep 
Score: -21025560.000000 Penalty: 2964.734375
	Iteration 0F: 2 clusters Score -2.102556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77983 members 
Mstep: Class 2 contains 77544 members 
Entering Unmasked Estep 
Score: -20922772.000000 Penalty: 5929.468750
	Iteration 0F: 3 clusters Score -2.092277e+07 nChanged 74357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80764 members 
Mstep: Class 2 contains 74763 members 
Entering Unmasked Estep 
Score: -20965408.000000 Penalty: 5929.468750
	Iteration 1F: 3 clusters Score -2.096541e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82519 members 
Mstep: Class 2 contains 73008 members 
Entering Unmasked Estep 
Score: -20966406.000000 Penalty: 5929.468750
	Iteration 2Q: 3 clusters Score -2.096641e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85374 members 
Mstep: Class 2 contains 70153 members 
Entering Unmasked Estep 
Score: -20967816.000000 Penalty: 5929.468750
	Iteration 3Q: 3 clusters Score -2.096782e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89786 members 
Mstep: Class 2 contains 65741 members 
Entering Unmasked Estep 
Score: -20969926.000000 Penalty: 5929.468750
	Iteration 4Q: 3 clusters Score -2.096993e+07 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96317 members 
Mstep: Class 2 contains 59210 members 
Entering Unmasked Estep 
Score: -20973150.000000 Penalty: 5929.468750
	Iteration 5Q: 3 clusters Score -2.097315e+07 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105783 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -20979180.000000 Penalty: 5929.468750
	Iteration 6F: 3 clusters Score -2.097918e+07 nChanged 12445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118040 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -20989036.000000 Penalty: 5929.468750
	Iteration 7F: 3 clusters Score -2.098904e+07 nChanged 13427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131395 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -21000762.000000 Penalty: 5929.468750
	Iteration 8F: 3 clusters Score -2.100076e+07 nChanged 11400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142765 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -21011466.000000 Penalty: 5929.468750
	Iteration 9F: 3 clusters Score -2.101147e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149999 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -21018128.000000 Penalty: 5929.468750
	Iteration 10Q: 3 clusters Score -2.101813e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153345 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -21021038.000000 Penalty: 5929.468750
	Iteration 11Q: 3 clusters Score -2.102104e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154595 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -21022212.000000 Penalty: 5929.468750
	Iteration 12Q: 3 clusters Score -2.102221e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155008 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -21022694.000000 Penalty: 5929.468750
	Iteration 13Q: 3 clusters Score -2.102269e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155134 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -21022828.000000 Penalty: 5929.468750
	Iteration 14Q: 3 clusters Score -2.102283e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155179 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -21022898.000000 Penalty: 5929.468750
	Iteration 15Q: 3 clusters Score -2.10229e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155196 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -21022946.000000 Penalty: 5929.468750
	Iteration 16Q: 3 clusters Score -2.102295e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155207 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -21022970.000000 Penalty: 5929.468750
	Iteration 17Q: 3 clusters Score -2.102297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155210 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -21022990.000000 Penalty: 5929.468750
	Iteration 18Q: 3 clusters Score -2.102299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155219 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -21022972.000000 Penalty: 5929.468750
	Iteration 19Q: 3 clusters Score -2.102297e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155225 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -21022970.000000 Penalty: 5929.468750
	Iteration 20F: 3 clusters Score -2.102297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155229 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -21022980.000000 Penalty: 5929.468750
	Iteration 21Q: 3 clusters Score -2.102298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155232 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -21022978.000000 Penalty: 5929.468750
	Iteration 22Q: 3 clusters Score -2.102298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155231 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -21022966.000000 Penalty: 5929.468750
	Iteration 23Q: 3 clusters Score -2.102297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155232 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -21022976.000000 Penalty: 5929.468750
	Iteration 24Q: 3 clusters Score -2.102298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155233 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -21022970.000000 Penalty: 5929.468750
	Iteration 25Q: 3 clusters Score -2.102297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155235 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -21022978.000000 Penalty: 5929.468750
	Iteration 26Q: 3 clusters Score -2.102298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155237 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -21022980.000000 Penalty: 5929.468750
	Iteration 27Q: 3 clusters Score -2.102298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155239 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -21022978.000000 Penalty: 5929.468750
	Iteration 28Q: 3 clusters Score -2.102298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155239 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -21022978.000000 Penalty: 5929.468750
	Iteration 29F: 3 clusters Score -2.102298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Entering Unmasked Estep 
Score: -377008.906250 Penalty: 1953.312256
	Iteration 0F: 2 clusters Score -377008.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -373939.750000 Penalty: 3906.624512
	Iteration 0F: 3 clusters Score -373939.8 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -374502.812500 Penalty: 3906.624512
	Iteration 1F: 3 clusters Score -374502.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -374623.000000 Penalty: 3906.624512
	Iteration 2F: 3 clusters Score -374623 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -374689.687500 Penalty: 3906.624512
	Iteration 3Q: 3 clusters Score -374689.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -374727.468750 Penalty: 3906.624512
	Iteration 4Q: 3 clusters Score -374727.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -374746.781250 Penalty: 3906.624512
	Iteration 5Q: 3 clusters Score -374746.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -374771.781250 Penalty: 3906.624512
	Iteration 6Q: 3 clusters Score -374771.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -374796.156250 Penalty: 3906.624512
	Iteration 7Q: 3 clusters Score -374796.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -374818.875000 Penalty: 3906.624512
	Iteration 8Q: 3 clusters Score -374818.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -374843.187500 Penalty: 3906.624512
	Iteration 9Q: 3 clusters Score -374843.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -374862.312500 Penalty: 3906.624512
	Iteration 10Q: 3 clusters Score -374862.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -374877.250000 Penalty: 3906.624512
	Iteration 11Q: 3 clusters Score -374877.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -374888.281250 Penalty: 3906.624512
	Iteration 12Q: 3 clusters Score -374888.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -374895.468750 Penalty: 3906.624512
	Iteration 13Q: 3 clusters Score -374895.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -374902.093750 Penalty: 3906.624512
	Iteration 14Q: 3 clusters Score -374902.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -374908.593750 Penalty: 3906.624512
	Iteration 15Q: 3 clusters Score -374908.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -374910.093750 Penalty: 3906.624512
	Iteration 16Q: 3 clusters Score -374910.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -374911.843750 Penalty: 3906.624512
	Iteration 17Q: 3 clusters Score -374911.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -374912.312500 Penalty: 3906.624512
	Iteration 18Q: 3 clusters Score -374912.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -374913.218750 Penalty: 3906.624512
	Iteration 19Q: 3 clusters Score -374913.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -374914.187500 Penalty: 3906.624512
	Iteration 20F: 3 clusters Score -374914.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -374915.593750 Penalty: 3906.624512
	Iteration 21Q: 3 clusters Score -374915.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -374916.343750 Penalty: 3906.624512
	Iteration 22Q: 3 clusters Score -374916.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -374916.968750 Penalty: 3906.624512
	Iteration 23Q: 3 clusters Score -374917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -374916.968750 Penalty: 3906.624512
	Iteration 24F: 3 clusters Score -374917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Entering Unmasked Estep 
Score: -16018.585938 Penalty: 1252.364380
	Iteration 0F: 2 clusters Score -16018.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -15058.697266 Penalty: 2504.728760
	Iteration 0F: 3 clusters Score -15058.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15112.516602 Penalty: 2504.728760
	Iteration 1F: 3 clusters Score -15112.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15154.433594 Penalty: 2504.728760
	Iteration 2Q: 3 clusters Score -15154.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -15154.433594 Penalty: 2504.728760
	Iteration 3F: 3 clusters Score -15154.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -58088.234375 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -58088.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -56646.781250 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -56646.78 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56932.054688 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -56932.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -57148.789062 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -57148.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -57401.496094 Penalty: 3060.126709
	Iteration 3Q: 3 clusters Score -57401.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -57456.277344 Penalty: 3060.126709
	Iteration 4Q: 3 clusters Score -57456.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57504.515625 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -57504.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -57564.226562 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -57564.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57679.109375 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -57679.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -57852.292969 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -57852.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57860.320312 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -57860.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -57863.859375 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -57863.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -57863.859375 Penalty: 3060.126709
	Iteration 11F: 3 clusters Score -57863.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -18882.685547 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -18882.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17818.250000 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -17818.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17944.859375 Penalty: 2586.608154
	Iteration 1F: 3 clusters Score -17944.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -17996.505859 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -17996.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -18048.507812 Penalty: 2586.608154
	Iteration 3Q: 3 clusters Score -18048.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -18086.244141 Penalty: 2586.608154
	Iteration 4Q: 3 clusters Score -18086.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -18119.652344 Penalty: 2586.608154
	Iteration 5Q: 3 clusters Score -18119.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -18161.234375 Penalty: 2586.608154
	Iteration 6Q: 3 clusters Score -18161.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -18165.695312 Penalty: 2586.608154
	Iteration 7Q: 3 clusters Score -18165.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -18165.695312 Penalty: 2586.608154
	Iteration 8F: 3 clusters Score -18165.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Entering Unmasked Estep 
Score: -900977.812500 Penalty: 2189.030273
	Iteration 0F: 2 clusters Score -900977.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -895336.312500 Penalty: 4378.060547
	Iteration 0F: 3 clusters Score -895336.3 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -896921.625000 Penalty: 4378.060547
	Iteration 1F: 3 clusters Score -896921.6 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -897346.187500 Penalty: 4378.060547
	Iteration 2F: 3 clusters Score -897346.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -897716.625000 Penalty: 4378.060547
	Iteration 3F: 3 clusters Score -897716.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -898037.312500 Penalty: 4378.060547
	Iteration 4F: 3 clusters Score -898037.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -898395.562500 Penalty: 4378.060547
	Iteration 5F: 3 clusters Score -898395.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -898695.750000 Penalty: 4378.060547
	Iteration 6F: 3 clusters Score -898695.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -898989.812500 Penalty: 4378.060547
	Iteration 7Q: 3 clusters Score -898989.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -899238.687500 Penalty: 4378.060547
	Iteration 8Q: 3 clusters Score -899238.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -899406.125000 Penalty: 4378.060547
	Iteration 9Q: 3 clusters Score -899406.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -899516.625000 Penalty: 4378.060547
	Iteration 10Q: 3 clusters Score -899516.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -899575.187500 Penalty: 4378.060547
	Iteration 11Q: 3 clusters Score -899575.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -899603.562500 Penalty: 4378.060547
	Iteration 12Q: 3 clusters Score -899603.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -899623.937500 Penalty: 4378.060547
	Iteration 13Q: 3 clusters Score -899623.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -899640.000000 Penalty: 4378.060547
	Iteration 14Q: 3 clusters Score -899640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -899648.562500 Penalty: 4378.060547
	Iteration 15Q: 3 clusters Score -899648.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -899651.312500 Penalty: 4378.060547
	Iteration 16Q: 3 clusters Score -899651.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -899654.125000 Penalty: 4378.060547
	Iteration 17Q: 3 clusters Score -899654.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -899657.312500 Penalty: 4378.060547
	Iteration 18Q: 3 clusters Score -899657.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -899657.562500 Penalty: 4378.060547
	Iteration 19Q: 3 clusters Score -899657.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -899658.937500 Penalty: 4378.060547
	Iteration 20F: 3 clusters Score -899658.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167164 members 
Mstep: Class 5 contains 149857 members 
Mstep: Class 6 contains 150118 members 
Mstep: Class 7 contains 157566 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 166039 members 
Mstep: Class 15 contains 47467 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93705 members 
Mstep: Class 18 contains 150641 members 
Mstep: Class 19 contains 155527 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464432.000000 Penalty: 84149.148438
Iteration 479Q: 25 clusters Score -1.804644e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167166 members 
Mstep: Class 5 contains 149857 members 
Mstep: Class 6 contains 150118 members 
Mstep: Class 7 contains 157574 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68599 members 
Mstep: Class 14 contains 166038 members 
Mstep: Class 15 contains 47466 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93705 members 
Mstep: Class 18 contains 150636 members 
Mstep: Class 19 contains 155524 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464368.000000 Penalty: 84149.148438
Iteration 480F: 25 clusters Score -1.804644e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167166 members 
Mstep: Class 5 contains 149855 members 
Mstep: Class 6 contains 150115 members 
Mstep: Class 7 contains 157579 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68600 members 
Mstep: Class 14 contains 166038 members 
Mstep: Class 15 contains 47467 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93706 members 
Mstep: Class 18 contains 150632 members 
Mstep: Class 19 contains 155525 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464416.000000 Penalty: 84149.148438
Iteration 481Q: 25 clusters Score -1.804644e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167164 members 
Mstep: Class 5 contains 149854 members 
Mstep: Class 6 contains 150116 members 
Mstep: Class 7 contains 157581 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68600 members 
Mstep: Class 14 contains 166036 members 
Mstep: Class 15 contains 47467 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93706 members 
Mstep: Class 18 contains 150633 members 
Mstep: Class 19 contains 155526 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464448.000000 Penalty: 84149.148438
Iteration 482Q: 25 clusters Score -1.804644e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167163 members 
Mstep: Class 5 contains 149852 members 
Mstep: Class 6 contains 150120 members 
Mstep: Class 7 contains 157581 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68602 members 
Mstep: Class 14 contains 166038 members 
Mstep: Class 15 contains 47466 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93706 members 
Mstep: Class 18 contains 150630 members 
Mstep: Class 19 contains 155525 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464416.000000 Penalty: 84149.148438
Iteration 483Q: 25 clusters Score -1.804644e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167160 members 
Mstep: Class 5 contains 149854 members 
Mstep: Class 6 contains 150122 members 
Mstep: Class 7 contains 157582 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68603 members 
Mstep: Class 14 contains 166036 members 
Mstep: Class 15 contains 47466 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93706 members 
Mstep: Class 18 contains 150629 members 
Mstep: Class 19 contains 155525 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464448.000000 Penalty: 84149.148438
Iteration 484Q: 25 clusters Score -1.804644e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167158 members 
Mstep: Class 5 contains 149855 members 
Mstep: Class 6 contains 150127 members 
Mstep: Class 7 contains 157582 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68603 members 
Mstep: Class 14 contains 166035 members 
Mstep: Class 15 contains 47466 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93706 members 
Mstep: Class 18 contains 150626 members 
Mstep: Class 19 contains 155526 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464464.000000 Penalty: 84149.148438
Iteration 485Q: 25 clusters Score -1.804645e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167156 members 
Mstep: Class 5 contains 149853 members 
Mstep: Class 6 contains 150130 members 
Mstep: Class 7 contains 157585 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68603 members 
Mstep: Class 14 contains 166033 members 
Mstep: Class 15 contains 47466 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93707 members 
Mstep: Class 18 contains 150628 members 
Mstep: Class 19 contains 155523 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464304.000000 Penalty: 84149.148438
Iteration 486Q: 25 clusters Score -1.804643e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167156 members 
Mstep: Class 5 contains 149852 members 
Mstep: Class 6 contains 150125 members 
Mstep: Class 7 contains 157592 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68604 members 
Mstep: Class 14 contains 166035 members 
Mstep: Class 15 contains 47466 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93707 members 
Mstep: Class 18 contains 150627 members 
Mstep: Class 19 contains 155520 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464304.000000 Penalty: 84149.148438
Iteration 487Q: 25 clusters Score -1.804643e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167157 members 
Mstep: Class 5 contains 149851 members 
Mstep: Class 6 contains 150123 members 
Mstep: Class 7 contains 157594 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26963 members 
Mstep: Class 13 contains 68602 members 
Mstep: Class 14 contains 166036 members 
Mstep: Class 15 contains 47466 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93706 members 
Mstep: Class 18 contains 150628 members 
Mstep: Class 19 contains 155520 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464352.000000 Penalty: 84149.148438
Iteration 488Q: 25 clusters Score -1.804644e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167158 members 
Mstep: Class 5 contains 149852 members 
Mstep: Class 6 contains 150125 members 
Mstep: Class 7 contains 157594 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13383 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68603 members 
Mstep: Class 14 contains 166036 members 
Mstep: Class 15 contains 47466 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93704 members 
Mstep: Class 18 contains 150629 members 
Mstep: Class 19 contains 155516 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464256.000000 Penalty: 84149.148438
Iteration 489Q: 25 clusters Score -1.804643e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167154 members 
Mstep: Class 5 contains 149856 members 
Mstep: Class 6 contains 150127 members 
Mstep: Class 7 contains 157596 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13381 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68603 members 
Mstep: Class 14 contains 166038 members 
Mstep: Class 15 contains 47466 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93706 members 
Mstep: Class 18 contains 150627 members 
Mstep: Class 19 contains 155512 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464304.000000 Penalty: 84149.148438
Iteration 490Q: 25 clusters Score -1.804643e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167152 members 
Mstep: Class 5 contains 149858 members 
Mstep: Class 6 contains 150127 members 
Mstep: Class 7 contains 157597 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13379 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68603 members 
Mstep: Class 14 contains 166041 members 
Mstep: Class 15 contains 47467 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93705 members 
Mstep: Class 18 contains 150628 members 
Mstep: Class 19 contains 155509 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464224.000000 Penalty: 84149.148438
Iteration 491Q: 25 clusters Score -1.804642e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167151 members 
Mstep: Class 5 contains 149859 members 
Mstep: Class 6 contains 150126 members 
Mstep: Class 7 contains 157598 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13378 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68603 members 
Mstep: Class 14 contains 166041 members 
Mstep: Class 15 contains 47467 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93706 members 
Mstep: Class 18 contains 150627 members 
Mstep: Class 19 contains 155510 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464272.000000 Penalty: 84149.148438
Iteration 492Q: 25 clusters Score -1.804643e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167150 members 
Mstep: Class 5 contains 149859 members 
Mstep: Class 6 contains 150128 members 
Mstep: Class 7 contains 157597 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13377 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68603 members 
Mstep: Class 14 contains 166043 members 
Mstep: Class 15 contains 47467 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93706 members 
Mstep: Class 18 contains 150628 members 
Mstep: Class 19 contains 155508 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464256.000000 Penalty: 84149.148438
Iteration 493Q: 25 clusters Score -1.804643e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167147 members 
Mstep: Class 5 contains 149857 members 
Mstep: Class 6 contains 150130 members 
Mstep: Class 7 contains 157592 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13378 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68603 members 
Mstep: Class 14 contains 166048 members 
Mstep: Class 15 contains 47467 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93707 members 
Mstep: Class 18 contains 150628 members 
Mstep: Class 19 contains 155509 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464256.000000 Penalty: 84149.148438
Iteration 494Q: 25 clusters Score -1.804643e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167147 members 
Mstep: Class 5 contains 149857 members 
Mstep: Class 6 contains 150132 members 
Mstep: Class 7 contains 157593 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13378 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68605 members 
Mstep: Class 14 contains 166053 members 
Mstep: Class 15 contains 47467 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93708 members 
Mstep: Class 18 contains 150625 members 
Mstep: Class 19 contains 155501 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464176.000000 Penalty: 84149.148438
Iteration 495Q: 25 clusters Score -1.804642e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167145 members 
Mstep: Class 5 contains 149858 members 
Mstep: Class 6 contains 150136 members 
Mstep: Class 7 contains 157595 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13378 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68605 members 
Mstep: Class 14 contains 166051 members 
Mstep: Class 15 contains 47467 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93708 members 
Mstep: Class 18 contains 150626 members 
Mstep: Class 19 contains 155497 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464240.000000 Penalty: 84149.148438
Iteration 496Q: 25 clusters Score -1.804642e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167143 members 
Mstep: Class 5 contains 149857 members 
Mstep: Class 6 contains 150139 members 
Mstep: Class 7 contains 157594 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13378 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68605 members 
Mstep: Class 14 contains 166052 members 
Mstep: Class 15 contains 47467 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93708 members 
Mstep: Class 18 contains 150628 members 
Mstep: Class 19 contains 155495 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464304.000000 Penalty: 84149.148438
Iteration 497Q: 25 clusters Score -1.804643e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167143 members 
Mstep: Class 5 contains 149856 members 
Mstep: Class 6 contains 150141 members 
Mstep: Class 7 contains 157593 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13378 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68605 members 
Mstep: Class 14 contains 166053 members 
Mstep: Class 15 contains 47468 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93708 members 
Mstep: Class 18 contains 150629 members 
Mstep: Class 19 contains 155491 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464304.000000 Penalty: 84149.148438
Iteration 498Q: 25 clusters Score -1.804643e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167145 members 
Mstep: Class 5 contains 149853 members 
Mstep: Class 6 contains 150142 members 
Mstep: Class 7 contains 157589 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13378 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68607 members 
Mstep: Class 14 contains 166052 members 
Mstep: Class 15 contains 47468 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93708 members 
Mstep: Class 18 contains 150629 members 
Mstep: Class 19 contains 155493 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464384.000000 Penalty: 84149.148438
Iteration 499Q: 25 clusters Score -1.804644e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 167144 members 
Mstep: Class 5 contains 149852 members 
Mstep: Class 6 contains 150143 members 
Mstep: Class 7 contains 157588 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 8338 members 
Mstep: Class 10 contains 13378 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 26964 members 
Mstep: Class 13 contains 68609 members 
Mstep: Class 14 contains 166051 members 
Mstep: Class 15 contains 47468 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 93708 members 
Mstep: Class 18 contains 150630 members 
Mstep: Class 19 contains 155494 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 156 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 184 members 
Mstep: Class 24 contains 6815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464384.000000 Penalty: 84149.148438
Iteration 500F: 25 clusters Score -1.804644e+08 nChanged 9
Maximum iterations exceeded
--- Evaluating fit on full set of 4141529 points ---
Entering Unmasked Estep 
Score: -532251360.000000 Penalty: 90688.093750
22->25 Clusters: Score -532251360.000000, best is -532259360.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1380509 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62282 members 
Mstep: Class 2 contains 62932 members 
Mstep: Class 3 contains 62826 members 
Mstep: Class 4 contains 63008 members 
Mstep: Class 5 contains 62893 members 
Mstep: Class 6 contains 62804 members 
Mstep: Class 7 contains 62667 members 
Mstep: Class 8 contains 62893 members 
Mstep: Class 9 contains 62350 members 
Mstep: Class 10 contains 62564 members 
Mstep: Class 11 contains 62579 members 
Mstep: Class 12 contains 62560 members 
Mstep: Class 13 contains 63152 members 
Mstep: Class 14 contains 62875 members 
Mstep: Class 15 contains 62682 members 
Mstep: Class 16 contains 62834 members 
Mstep: Class 17 contains 62481 members 
Mstep: Class 18 contains 62958 members 
Mstep: Class 19 contains 62432 members 
Mstep: Class 20 contains 62810 members 
Mstep: Class 21 contains 62888 members 
Mstep: Class 22 contains 63039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 348.237091 but Gain 3506.210938
Score: -174431008.000000 Penalty: 73630.507812
Iteration 0F: 22 clusters Score -1.74431e+08 nChanged 1313749
Entering Unmasked Mstep 
Mstep: Class 0 contains 2836 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 23708 members 
Mstep: Class 3 contains 85912 members 
Mstep: Class 4 contains 11498 members 
Mstep: Class 5 contains 111290 members 
Mstep: Class 6 contains 74436 members 
Mstep: Class 7 contains 14325 members 
Mstep: Class 8 contains 41191 members 
Mstep: Class 10 contains 260977 members 
Mstep: Class 11 contains 91865 members 
Mstep: Class 12 contains 8474 members 
Mstep: Class 13 contains 10505 members 
Mstep: Class 14 contains 95707 members 
Mstep: Class 15 contains 27534 members 
Mstep: Class 16 contains 26026 members 
Mstep: Class 17 contains 23990 members 
Mstep: Class 18 contains 147537 members 
Mstep: Class 19 contains 96811 members 
Mstep: Class 20 contains 102201 members 
Mstep: Class 21 contains 83932 members 
Mstep: Class 22 contains 22974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178261808.000000 Penalty: 73630.507812
Iteration 1F: 22 clusters Score -1.782618e+08 nChanged 450751
Entering Unmasked Mstep 
Mstep: Class 0 contains 2743 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 13599 members 
Mstep: Class 3 contains 99712 members 
Mstep: Class 4 contains 11193 members 
Mstep: Class 5 contains 109952 members 
Mstep: Class 6 contains 55795 members 
Mstep: Class 7 contains 7016 members 
Mstep: Class 8 contains 31393 members 
Mstep: Class 10 contains 320809 members 
Mstep: Class 11 contains 73993 members 
Mstep: Class 12 contains 6625 members 
Mstep: Class 13 contains 7836 members 
Mstep: Class 14 contains 86339 members 
Mstep: Class 15 contains 17931 members 
Mstep: Class 16 contains 14029 members 
Mstep: Class 17 contains 19473 members 
Mstep: Class 18 contains 193849 members 
Mstep: Class 19 contains 110116 members 
Mstep: Class 20 contains 92566 members 
Mstep: Class 21 contains 76986 members 
Mstep: Class 22 contains 19599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178748336.000000 Penalty: 73630.507812
Iteration 2F: 22 clusters Score -1.787483e+08 nChanged 332496
Entering Unmasked Mstep 
Mstep: Class 0 contains 2678 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 7991 members 
Mstep: Class 3 contains 121055 members 
Mstep: Class 4 contains 9548 members 
Mstep: Class 5 contains 113804 members 
Mstep: Class 6 contains 49465 members 
Mstep: Class 7 contains 3627 members 
Mstep: Class 8 contains 32808 members 
Mstep: Class 10 contains 292668 members 
Mstep: Class 11 contains 58198 members 
Mstep: Class 12 contains 7176 members 
Mstep: Class 13 contains 6058 members 
Mstep: Class 14 contains 80385 members 
Mstep: Class 15 contains 10559 members 
Mstep: Class 16 contains 6664 members 
Mstep: Class 17 contains 16326 members 
Mstep: Class 18 contains 244272 members 
Mstep: Class 19 contains 134164 members 
Mstep: Class 20 contains 88808 members 
Mstep: Class 21 contains 71554 members 
Mstep: Class 22 contains 17436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178979296.000000 Penalty: 73630.507812
Iteration 3F: 22 clusters Score -1.789793e+08 nChanged 273825
Entering Unmasked Mstep 
Mstep: Class 0 contains 1717 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5093 members 
Mstep: Class 3 contains 147840 members 
Mstep: Class 4 contains 7469 members 
Mstep: Class 5 contains 129252 members 
Mstep: Class 6 contains 50523 members 
Mstep: Class 7 contains 2075 members 
Mstep: Class 8 contains 35571 members 
Mstep: Class 10 contains 241105 members 
Mstep: Class 11 contains 53915 members 
Mstep: Class 12 contains 8854 members 
Mstep: Class 13 contains 4798 members 
Mstep: Class 14 contains 79909 members 
Mstep: Class 15 contains 6081 members 
Mstep: Class 16 contains 4415 members 
Mstep: Class 17 contains 13310 members 
Mstep: Class 18 contains 231291 members 
Mstep: Class 19 contains 173666 members 
Mstep: Class 20 contains 91828 members 
Mstep: Class 21 contains 73568 members 
Mstep: Class 22 contains 14832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3051.278320 but Gain 3506.210938
Score: -179347136.000000 Penalty: 70124.296875
Iteration 4F: 21 clusters Score -1.793471e+08 nChanged 229565
Entering Unmasked Mstep 
Mstep: Class 0 contains 1329 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3484 members 
Mstep: Class 3 contains 173066 members 
Mstep: Class 4 contains 5582 members 
Mstep: Class 5 contains 146979 members 
Mstep: Class 6 contains 51395 members 
Mstep: Class 7 contains 1510 members 
Mstep: Class 8 contains 36110 members 
Mstep: Class 10 contains 227313 members 
Mstep: Class 11 contains 52828 members 
Mstep: Class 12 contains 11853 members 
Mstep: Class 13 contains 3871 members 
Mstep: Class 14 contains 80842 members 
Mstep: Class 16 contains 3353 members 
Mstep: Class 17 contains 10562 members 
Mstep: Class 18 contains 176459 members 
Mstep: Class 19 contains 214591 members 
Mstep: Class 20 contains 92120 members 
Mstep: Class 21 contains 72380 members 
Mstep: Class 22 contains 12549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2534.548096 but Gain 3506.218750
Score: -179531456.000000 Penalty: 66618.078125
Iteration 5F: 20 clusters Score -1.795315e+08 nChanged 211482
Entering Unmasked Mstep 
Mstep: Class 0 contains 1072 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 3 contains 204559 members 
Mstep: Class 4 contains 4564 members 
Mstep: Class 5 contains 170431 members 
Mstep: Class 6 contains 51322 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 34602 members 
Mstep: Class 10 contains 212962 members 
Mstep: Class 11 contains 53670 members 
Mstep: Class 12 contains 16808 members 
Mstep: Class 13 contains 3330 members 
Mstep: Class 14 contains 79865 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 9077 members 
Mstep: Class 18 contains 140824 members 
Mstep: Class 19 contains 215705 members 
Mstep: Class 20 contains 92352 members 
Mstep: Class 21 contains 71619 members 
Mstep: Class 22 contains 11167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3151.618164 but Gain 3506.214844
Score: -179711984.000000 Penalty: 63111.863281
Iteration 6F: 19 clusters Score -1.79712e+08 nChanged 194580
Entering Unmasked Mstep 
Mstep: Class 0 contains 422 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 3 contains 220073 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 201925 members 
Mstep: Class 6 contains 51096 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 32917 members 
Mstep: Class 10 contains 202874 members 
Mstep: Class 11 contains 55423 members 
Mstep: Class 12 contains 22018 members 
Mstep: Class 14 contains 76088 members 
Mstep: Class 16 contains 3054 members 
Mstep: Class 17 contains 8157 members 
Mstep: Class 18 contains 131403 members 
Mstep: Class 19 contains 191862 members 
Mstep: Class 20 contains 93405 members 
Mstep: Class 21 contains 71368 members 
Mstep: Class 22 contains 10268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179833024.000000 Penalty: 63111.863281
Iteration 7F: 19 clusters Score -1.79833e+08 nChanged 165565
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 3 contains 209639 members 
Mstep: Class 4 contains 3848 members 
Mstep: Class 5 contains 243646 members 
Mstep: Class 6 contains 51075 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 31351 members 
Mstep: Class 10 contains 192616 members 
Mstep: Class 11 contains 57788 members 
Mstep: Class 12 contains 26975 members 
Mstep: Class 14 contains 69205 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7465 members 
Mstep: Class 18 contains 129081 members 
Mstep: Class 19 contains 175101 members 
Mstep: Class 20 contains 95270 members 
Mstep: Class 21 contains 70297 members 
Mstep: Class 22 contains 9567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179940896.000000 Penalty: 63111.863281
Iteration 8F: 19 clusters Score -1.799409e+08 nChanged 156273
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 3 contains 194563 members 
Mstep: Class 4 contains 3817 members 
Mstep: Class 5 contains 281304 members 
Mstep: Class 6 contains 51479 members 
Mstep: Class 7 contains 2997 members 
Mstep: Class 8 contains 29754 members 
Mstep: Class 10 contains 180681 members 
Mstep: Class 11 contains 60894 members 
Mstep: Class 12 contains 31426 members 
Mstep: Class 14 contains 60211 members 
Mstep: Class 16 contains 3256 members 
Mstep: Class 17 contains 7121 members 
Mstep: Class 18 contains 129431 members 
Mstep: Class 19 contains 167259 members 
Mstep: Class 20 contains 98141 members 
Mstep: Class 21 contains 67839 members 
Mstep: Class 22 contains 8980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180001040.000000 Penalty: 63111.863281
Iteration 9F: 19 clusters Score -1.80001e+08 nChanged 140529
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 3 contains 188464 members 
Mstep: Class 4 contains 4037 members 
Mstep: Class 5 contains 284976 members 
Mstep: Class 6 contains 52353 members 
Mstep: Class 7 contains 2969 members 
Mstep: Class 8 contains 28340 members 
Mstep: Class 10 contains 171319 members 
Mstep: Class 11 contains 65588 members 
Mstep: Class 12 contains 35393 members 
Mstep: Class 14 contains 52965 members 
Mstep: Class 16 contains 3263 members 
Mstep: Class 17 contains 6982 members 
Mstep: Class 18 contains 137878 members 
Mstep: Class 19 contains 165040 members 
Mstep: Class 20 contains 104105 members 
Mstep: Class 21 contains 66926 members 
Mstep: Class 22 contains 8595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180054960.000000 Penalty: 63111.863281
Iteration 10F: 19 clusters Score -1.80055e+08 nChanged 115253
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 3 contains 185936 members 
Mstep: Class 4 contains 4448 members 
Mstep: Class 5 contains 268894 members 
Mstep: Class 6 contains 53048 members 
Mstep: Class 7 contains 2957 members 
Mstep: Class 8 contains 27154 members 
Mstep: Class 10 contains 166770 members 
Mstep: Class 11 contains 70456 members 
Mstep: Class 12 contains 39125 members 
Mstep: Class 14 contains 46822 members 
Mstep: Class 16 contains 3273 members 
Mstep: Class 17 contains 6838 members 
Mstep: Class 18 contains 152076 members 
Mstep: Class 19 contains 164991 members 
Mstep: Class 20 contains 111425 members 
Mstep: Class 21 contains 66843 members 
Mstep: Class 22 contains 8175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180107472.000000 Penalty: 63111.863281
Iteration 11F: 19 clusters Score -1.801075e+08 nChanged 95124
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 3 contains 182165 members 
Mstep: Class 4 contains 5019 members 
Mstep: Class 5 contains 251436 members 
Mstep: Class 6 contains 53488 members 
Mstep: Class 7 contains 2976 members 
Mstep: Class 8 contains 26080 members 
Mstep: Class 10 contains 162849 members 
Mstep: Class 11 contains 74994 members 
Mstep: Class 12 contains 42564 members 
Mstep: Class 14 contains 40913 members 
Mstep: Class 16 contains 3275 members 
Mstep: Class 17 contains 6730 members 
Mstep: Class 18 contains 168486 members 
Mstep: Class 19 contains 163566 members 
Mstep: Class 20 contains 120306 members 
Mstep: Class 21 contains 66657 members 
Mstep: Class 22 contains 7756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180150656.000000 Penalty: 63111.863281
Iteration 12F: 19 clusters Score -1.801507e+08 nChanged 86116
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 3 contains 176580 members 
Mstep: Class 4 contains 5633 members 
Mstep: Class 5 contains 237764 members 
Mstep: Class 6 contains 53910 members 
Mstep: Class 7 contains 2981 members 
Mstep: Class 8 contains 25090 members 
Mstep: Class 10 contains 157063 members 
Mstep: Class 11 contains 79194 members 
Mstep: Class 12 contains 46019 members 
Mstep: Class 14 contains 35807 members 
Mstep: Class 16 contains 3273 members 
Mstep: Class 17 contains 6785 members 
Mstep: Class 18 contains 182146 members 
Mstep: Class 19 contains 160001 members 
Mstep: Class 20 contains 132770 members 
Mstep: Class 21 contains 66672 members 
Mstep: Class 22 contains 7580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180177424.000000 Penalty: 63111.863281
Iteration 13F: 19 clusters Score -1.801774e+08 nChanged 78906
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 3 contains 172595 members 
Mstep: Class 4 contains 6241 members 
Mstep: Class 5 contains 226469 members 
Mstep: Class 6 contains 54345 members 
Mstep: Class 7 contains 3012 members 
Mstep: Class 8 contains 24219 members 
Mstep: Class 10 contains 153713 members 
Mstep: Class 11 contains 82962 members 
Mstep: Class 12 contains 49197 members 
Mstep: Class 14 contains 31522 members 
Mstep: Class 16 contains 3266 members 
Mstep: Class 17 contains 6711 members 
Mstep: Class 18 contains 185451 members 
Mstep: Class 19 contains 158231 members 
Mstep: Class 20 contains 147236 members 
Mstep: Class 21 contains 66529 members 
Mstep: Class 22 contains 7564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180203760.000000 Penalty: 63111.863281
Iteration 14F: 19 clusters Score -1.802038e+08 nChanged 67761
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 3 contains 170476 members 
Mstep: Class 4 contains 6878 members 
Mstep: Class 5 contains 217710 members 
Mstep: Class 6 contains 54950 members 
Mstep: Class 7 contains 3036 members 
Mstep: Class 8 contains 23383 members 
Mstep: Class 10 contains 153205 members 
Mstep: Class 11 contains 85865 members 
Mstep: Class 12 contains 51992 members 
Mstep: Class 14 contains 27756 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 6519 members 
Mstep: Class 18 contains 179851 members 
Mstep: Class 19 contains 158306 members 
Mstep: Class 20 contains 162274 members 
Mstep: Class 21 contains 66235 members 
Mstep: Class 22 contains 7554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180228256.000000 Penalty: 63111.863281
Iteration 15Q: 19 clusters Score -1.802283e+08 nChanged 61097
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 3 contains 168428 members 
Mstep: Class 4 contains 7592 members 
Mstep: Class 5 contains 209243 members 
Mstep: Class 6 contains 55756 members 
Mstep: Class 7 contains 3052 members 
Mstep: Class 8 contains 22481 members 
Mstep: Class 10 contains 151738 members 
Mstep: Class 11 contains 88547 members 
Mstep: Class 12 contains 54591 members 
Mstep: Class 14 contains 24336 members 
Mstep: Class 16 contains 3251 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 171668 members 
Mstep: Class 19 contains 158551 members 
Mstep: Class 20 contains 180588 members 
Mstep: Class 21 contains 65631 members 
Mstep: Class 22 contains 7531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180250880.000000 Penalty: 63111.863281
Iteration 16Q: 19 clusters Score -1.802509e+08 nChanged 60781
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 3 contains 166254 members 
Mstep: Class 4 contains 8277 members 
Mstep: Class 5 contains 199405 members 
Mstep: Class 6 contains 56801 members 
Mstep: Class 7 contains 3056 members 
Mstep: Class 8 contains 21440 members 
Mstep: Class 10 contains 148049 members 
Mstep: Class 11 contains 91173 members 
Mstep: Class 12 contains 56977 members 
Mstep: Class 14 contains 21414 members 
Mstep: Class 16 contains 3248 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 164084 members 
Mstep: Class 19 contains 158339 members 
Mstep: Class 20 contains 202773 members 
Mstep: Class 21 contains 64441 members 
Mstep: Class 22 contains 7496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180268320.000000 Penalty: 63111.863281
Iteration 17Q: 19 clusters Score -1.802683e+08 nChanged 63547
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 3 contains 164316 members 
Mstep: Class 4 contains 8909 members 
Mstep: Class 5 contains 188511 members 
Mstep: Class 6 contains 58195 members 
Mstep: Class 7 contains 3062 members 
Mstep: Class 8 contains 20341 members 
Mstep: Class 10 contains 142748 members 
Mstep: Class 11 contains 93946 members 
Mstep: Class 12 contains 58968 members 
Mstep: Class 14 contains 18664 members 
Mstep: Class 16 contains 3248 members 
Mstep: Class 17 contains 5656 members 
Mstep: Class 18 contains 158649 members 
Mstep: Class 19 contains 158042 members 
Mstep: Class 20 contains 225773 members 
Mstep: Class 21 contains 62691 members 
Mstep: Class 22 contains 7509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180275200.000000 Penalty: 63111.863281
Iteration 18Q: 19 clusters Score -1.802752e+08 nChanged 66397
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 3 contains 162996 members 
Mstep: Class 4 contains 9474 members 
Mstep: Class 5 contains 177638 members 
Mstep: Class 6 contains 60121 members 
Mstep: Class 7 contains 3067 members 
Mstep: Class 8 contains 19107 members 
Mstep: Class 10 contains 137642 members 
Mstep: Class 11 contains 96718 members 
Mstep: Class 12 contains 60348 members 
Mstep: Class 14 contains 16194 members 
Mstep: Class 16 contains 3243 members 
Mstep: Class 17 contains 5232 members 
Mstep: Class 18 contains 157193 members 
Mstep: Class 19 contains 157783 members 
Mstep: Class 20 contains 244316 members 
Mstep: Class 21 contains 60647 members 
Mstep: Class 22 contains 7507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180264608.000000 Penalty: 63111.863281
Iteration 19Q: 19 clusters Score -1.802646e+08 nChanged 64414
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 3 contains 163644 members 
Mstep: Class 4 contains 9991 members 
Mstep: Class 5 contains 168572 members 
Mstep: Class 6 contains 62390 members 
Mstep: Class 7 contains 3075 members 
Mstep: Class 8 contains 17868 members 
Mstep: Class 10 contains 135752 members 
Mstep: Class 11 contains 100328 members 
Mstep: Class 12 contains 61488 members 
Mstep: Class 14 contains 14116 members 
Mstep: Class 16 contains 3237 members 
Mstep: Class 17 contains 4827 members 
Mstep: Class 18 contains 159854 members 
Mstep: Class 19 contains 157696 members 
Mstep: Class 20 contains 249404 members 
Mstep: Class 21 contains 59448 members 
Mstep: Class 22 contains 7529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180258192.000000 Penalty: 63111.863281
Iteration 20F: 19 clusters Score -1.802582e+08 nChanged 55692
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 3 contains 164851 members 
Mstep: Class 4 contains 10559 members 
Mstep: Class 5 contains 162777 members 
Mstep: Class 6 contains 64534 members 
Mstep: Class 7 contains 3079 members 
Mstep: Class 8 contains 16634 members 
Mstep: Class 10 contains 136438 members 
Mstep: Class 11 contains 104318 members 
Mstep: Class 12 contains 62344 members 
Mstep: Class 14 contains 12319 members 
Mstep: Class 16 contains 3231 members 
Mstep: Class 17 contains 4454 members 
Mstep: Class 18 contains 162167 members 
Mstep: Class 19 contains 157495 members 
Mstep: Class 20 contains 247322 members 
Mstep: Class 21 contains 59165 members 
Mstep: Class 22 contains 7527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180258256.000000 Penalty: 63111.863281
Iteration 21Q: 19 clusters Score -1.802583e+08 nChanged 48676
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 3 contains 166128 members 
Mstep: Class 4 contains 11157 members 
Mstep: Class 5 contains 161248 members 
Mstep: Class 6 contains 66484 members 
Mstep: Class 7 contains 3090 members 
Mstep: Class 8 contains 15391 members 
Mstep: Class 10 contains 139185 members 
Mstep: Class 11 contains 108414 members 
Mstep: Class 12 contains 63001 members 
Mstep: Class 14 contains 10823 members 
Mstep: Class 16 contains 3221 members 
Mstep: Class 17 contains 4090 members 
Mstep: Class 18 contains 163964 members 
Mstep: Class 19 contains 157031 members 
Mstep: Class 20 contains 239184 members 
Mstep: Class 21 contains 59286 members 
Mstep: Class 22 contains 7516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180268752.000000 Penalty: 63111.863281
Iteration 22Q: 19 clusters Score -1.802688e+08 nChanged 42997
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 3 contains 166784 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 161726 members 
Mstep: Class 6 contains 68172 members 
Mstep: Class 7 contains 3088 members 
Mstep: Class 8 contains 14065 members 
Mstep: Class 10 contains 142905 members 
Mstep: Class 11 contains 112263 members 
Mstep: Class 12 contains 63427 members 
Mstep: Class 14 contains 9592 members 
Mstep: Class 16 contains 3218 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 164504 members 
Mstep: Class 19 contains 156046 members 
Mstep: Class 20 contains 230849 members 
Mstep: Class 21 contains 59590 members 
Mstep: Class 22 contains 7504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180280464.000000 Penalty: 63111.863281
Iteration 23Q: 19 clusters Score -1.802805e+08 nChanged 38791
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 3 contains 166611 members 
Mstep: Class 4 contains 12303 members 
Mstep: Class 5 contains 163017 members 
Mstep: Class 6 contains 69696 members 
Mstep: Class 7 contains 3085 members 
Mstep: Class 8 contains 12848 members 
Mstep: Class 10 contains 147175 members 
Mstep: Class 11 contains 115992 members 
Mstep: Class 12 contains 63726 members 
Mstep: Class 14 contains 8593 members 
Mstep: Class 16 contains 3215 members 
Mstep: Class 17 contains 3448 members 
Mstep: Class 18 contains 163867 members 
Mstep: Class 19 contains 154582 members 
Mstep: Class 20 contains 223612 members 
Mstep: Class 21 contains 59951 members 
Mstep: Class 22 contains 7472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180290736.000000 Penalty: 63111.863281
Iteration 24Q: 19 clusters Score -1.802907e+08 nChanged 36237
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 3 contains 165772 members 
Mstep: Class 4 contains 12902 members 
Mstep: Class 5 contains 164969 members 
Mstep: Class 6 contains 71091 members 
Mstep: Class 7 contains 3082 members 
Mstep: Class 8 contains 11817 members 
Mstep: Class 10 contains 151616 members 
Mstep: Class 11 contains 119797 members 
Mstep: Class 12 contains 64016 members 
Mstep: Class 14 contains 7760 members 
Mstep: Class 16 contains 3209 members 
Mstep: Class 17 contains 3219 members 
Mstep: Class 18 contains 162611 members 
Mstep: Class 19 contains 152684 members 
Mstep: Class 20 contains 216954 members 
Mstep: Class 21 contains 60201 members 
Mstep: Class 22 contains 7488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180300736.000000 Penalty: 63111.863281
Iteration 25Q: 19 clusters Score -1.803007e+08 nChanged 35229
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 3 contains 164402 members 
Mstep: Class 4 contains 13556 members 
Mstep: Class 5 contains 167124 members 
Mstep: Class 6 contains 72402 members 
Mstep: Class 7 contains 3081 members 
Mstep: Class 8 contains 10992 members 
Mstep: Class 10 contains 155904 members 
Mstep: Class 11 contains 123717 members 
Mstep: Class 12 contains 64481 members 
Mstep: Class 14 contains 7031 members 
Mstep: Class 16 contains 3207 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 161193 members 
Mstep: Class 19 contains 150170 members 
Mstep: Class 20 contains 210570 members 
Mstep: Class 21 contains 60805 members 
Mstep: Class 22 contains 7535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180310240.000000 Penalty: 63111.863281
Iteration 26Q: 19 clusters Score -1.803102e+08 nChanged 34207
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 3 contains 163521 members 
Mstep: Class 4 contains 14233 members 
Mstep: Class 5 contains 168343 members 
Mstep: Class 6 contains 73577 members 
Mstep: Class 7 contains 3073 members 
Mstep: Class 8 contains 10373 members 
Mstep: Class 10 contains 160075 members 
Mstep: Class 11 contains 127941 members 
Mstep: Class 12 contains 64973 members 
Mstep: Class 14 contains 6422 members 
Mstep: Class 16 contains 3204 members 
Mstep: Class 17 contains 2852 members 
Mstep: Class 18 contains 160226 members 
Mstep: Class 19 contains 147701 members 
Mstep: Class 20 contains 203700 members 
Mstep: Class 21 contains 61447 members 
Mstep: Class 22 contains 7537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180315936.000000 Penalty: 63111.863281
Iteration 27Q: 19 clusters Score -1.803159e+08 nChanged 33245
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 3 contains 162824 members 
Mstep: Class 4 contains 14996 members 
Mstep: Class 5 contains 168719 members 
Mstep: Class 6 contains 74626 members 
Mstep: Class 7 contains 3065 members 
Mstep: Class 8 contains 9882 members 
Mstep: Class 10 contains 163643 members 
Mstep: Class 11 contains 132152 members 
Mstep: Class 12 contains 65560 members 
Mstep: Class 14 contains 5891 members 
Mstep: Class 16 contains 3203 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 18 contains 159817 members 
Mstep: Class 19 contains 145551 members 
Mstep: Class 20 contains 196986 members 
Mstep: Class 21 contains 62093 members 
Mstep: Class 22 contains 7496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3440.063721 but Gain 3506.214844
Score: -180322144.000000 Penalty: 59605.648438
Iteration 28Q: 18 clusters Score -1.803221e+08 nChanged 34821
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 3 contains 162552 members 
Mstep: Class 4 contains 16291 members 
Mstep: Class 5 contains 168762 members 
Mstep: Class 6 contains 75604 members 
Mstep: Class 7 contains 3059 members 
Mstep: Class 8 contains 9469 members 
Mstep: Class 10 contains 166586 members 
Mstep: Class 11 contains 136543 members 
Mstep: Class 12 contains 66490 members 
Mstep: Class 14 contains 5467 members 
Mstep: Class 16 contains 3202 members 
Mstep: Class 18 contains 159886 members 
Mstep: Class 19 contains 144233 members 
Mstep: Class 20 contains 190714 members 
Mstep: Class 21 contains 62816 members 
Mstep: Class 22 contains 7532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180329152.000000 Penalty: 59605.648438
Iteration 29Q: 18 clusters Score -1.803292e+08 nChanged 31038
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 3 contains 162132 members 
Mstep: Class 4 contains 17431 members 
Mstep: Class 5 contains 168022 members 
Mstep: Class 6 contains 76515 members 
Mstep: Class 7 contains 3058 members 
Mstep: Class 8 contains 9101 members 
Mstep: Class 10 contains 168081 members 
Mstep: Class 11 contains 140786 members 
Mstep: Class 12 contains 67312 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 16 contains 3201 members 
Mstep: Class 18 contains 159812 members 
Mstep: Class 19 contains 142705 members 
Mstep: Class 20 contains 184942 members 
Mstep: Class 21 contains 63512 members 
Mstep: Class 22 contains 7492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180334208.000000 Penalty: 59605.648438
Iteration 30Q: 18 clusters Score -1.803342e+08 nChanged 29046
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 3 contains 161888 members 
Mstep: Class 4 contains 18631 members 
Mstep: Class 5 contains 166967 members 
Mstep: Class 6 contains 77417 members 
Mstep: Class 7 contains 3055 members 
Mstep: Class 8 contains 8792 members 
Mstep: Class 10 contains 168326 members 
Mstep: Class 11 contains 144849 members 
Mstep: Class 12 contains 68038 members 
Mstep: Class 14 contains 4763 members 
Mstep: Class 16 contains 3201 members 
Mstep: Class 18 contains 160213 members 
Mstep: Class 19 contains 141423 members 
Mstep: Class 20 contains 180161 members 
Mstep: Class 21 contains 64064 members 
Mstep: Class 22 contains 7430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180338880.000000 Penalty: 59605.648438
Iteration 31Q: 18 clusters Score -1.803389e+08 nChanged 26856
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 3 contains 161766 members 
Mstep: Class 4 contains 19829 members 
Mstep: Class 5 contains 165947 members 
Mstep: Class 6 contains 78344 members 
Mstep: Class 7 contains 3057 members 
Mstep: Class 8 contains 8497 members 
Mstep: Class 10 contains 167576 members 
Mstep: Class 11 contains 148933 members 
Mstep: Class 12 contains 68648 members 
Mstep: Class 14 contains 4477 members 
Mstep: Class 16 contains 3201 members 
Mstep: Class 18 contains 160751 members 
Mstep: Class 19 contains 140356 members 
Mstep: Class 20 contains 175880 members 
Mstep: Class 21 contains 64596 members 
Mstep: Class 22 contains 7361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180343088.000000 Penalty: 59605.648438
Iteration 32Q: 18 clusters Score -1.803431e+08 nChanged 24566
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 3 contains 161832 members 
Mstep: Class 4 contains 21023 members 
Mstep: Class 5 contains 164878 members 
Mstep: Class 6 contains 79233 members 
Mstep: Class 7 contains 3059 members 
Mstep: Class 8 contains 8280 members 
Mstep: Class 10 contains 166176 members 
Mstep: Class 11 contains 153105 members 
Mstep: Class 12 contains 69226 members 
Mstep: Class 14 contains 4251 members 
Mstep: Class 16 contains 3201 members 
Mstep: Class 18 contains 161214 members 
Mstep: Class 19 contains 139301 members 
Mstep: Class 20 contains 172208 members 
Mstep: Class 21 contains 64916 members 
Mstep: Class 22 contains 7322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180347344.000000 Penalty: 59605.648438
Iteration 33Q: 18 clusters Score -1.803473e+08 nChanged 22709
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 3 contains 161913 members 
Mstep: Class 4 contains 22248 members 
Mstep: Class 5 contains 164105 members 
Mstep: Class 6 contains 80119 members 
Mstep: Class 7 contains 3058 members 
Mstep: Class 8 contains 8098 members 
Mstep: Class 10 contains 164298 members 
Mstep: Class 11 contains 157277 members 
Mstep: Class 12 contains 69595 members 
Mstep: Class 14 contains 4027 members 
Mstep: Class 16 contains 3201 members 
Mstep: Class 18 contains 161499 members 
Mstep: Class 19 contains 138381 members 
Mstep: Class 20 contains 169067 members 
Mstep: Class 21 contains 65071 members 
Mstep: Class 22 contains 7265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180351936.000000 Penalty: 59605.648438
Iteration 34Q: 18 clusters Score -1.803519e+08 nChanged 21810
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 3 contains 161884 members 
Mstep: Class 4 contains 23487 members 
Mstep: Class 5 contains 163532 members 
Mstep: Class 6 contains 81008 members 
Mstep: Class 7 contains 3061 members 
Mstep: Class 8 contains 7956 members 
Mstep: Class 10 contains 162271 members 
Mstep: Class 11 contains 161665 members 
Mstep: Class 12 contains 69878 members 
Mstep: Class 14 contains 3848 members 
Mstep: Class 16 contains 3201 members 
Mstep: Class 18 contains 161506 members 
Mstep: Class 19 contains 137326 members 
Mstep: Class 20 contains 166334 members 
Mstep: Class 21 contains 65068 members 
Mstep: Class 22 contains 7196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180355408.000000 Penalty: 59605.648438
Iteration 35Q: 18 clusters Score -1.803554e+08 nChanged 21153
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 3 contains 161827 members 
Mstep: Class 4 contains 24647 members 
Mstep: Class 5 contains 163128 members 
Mstep: Class 6 contains 81898 members 
Mstep: Class 7 contains 3054 members 
Mstep: Class 8 contains 7845 members 
Mstep: Class 10 contains 160420 members 
Mstep: Class 11 contains 166217 members 
Mstep: Class 12 contains 69965 members 
Mstep: Class 14 contains 3706 members 
Mstep: Class 16 contains 3201 members 
Mstep: Class 18 contains 161263 members 
Mstep: Class 19 contains 136106 members 
Mstep: Class 20 contains 163898 members 
Mstep: Class 21 contains 64940 members 
Mstep: Class 22 contains 7115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180359120.000000 Penalty: 59605.648438
Iteration 36Q: 18 clusters Score -1.803591e+08 nChanged 20639
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 3 contains 161683 members 
Mstep: Class 4 contains 25791 members 
Mstep: Class 5 contains 162760 members 
Mstep: Class 6 contains 82764 members 
Mstep: Class 7 contains 3051 members 
Mstep: Class 8 contains 7765 members 
Mstep: Class 10 contains 158683 members 
Mstep: Class 11 contains 170996 members 
Mstep: Class 12 contains 69915 members 
Mstep: Class 14 contains 3578 members 
Mstep: Class 16 contains 3201 members 
Mstep: Class 18 contains 160936 members 
Mstep: Class 19 contains 134842 members 
Mstep: Class 20 contains 161599 members 
Mstep: Class 21 contains 64626 members 
Mstep: Class 22 contains 7043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180363648.000000 Penalty: 59605.648438
Iteration 37Q: 18 clusters Score -1.803636e+08 nChanged 20560
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 3 contains 161415 members 
Mstep: Class 4 contains 26916 members 
Mstep: Class 5 contains 162596 members 
Mstep: Class 6 contains 83662 members 
Mstep: Class 7 contains 3041 members 
Mstep: Class 8 contains 7712 members 
Mstep: Class 10 contains 157126 members 
Mstep: Class 11 contains 175690 members 
Mstep: Class 12 contains 69721 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 16 contains 3201 members 
Mstep: Class 18 contains 160600 members 
Mstep: Class 19 contains 133485 members 
Mstep: Class 20 contains 159452 members 
Mstep: Class 21 contains 64193 members 
Mstep: Class 22 contains 6946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180367168.000000 Penalty: 59605.648438
Iteration 38Q: 18 clusters Score -1.803672e+08 nChanged 20841
Entering ConstructFrom: 
Score: -180367168.000000 Penalty: 59605.648438
Entering ConstructFrom: 
Trying to split cluster 1 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -147586.968750 Penalty: 1745.182861
	Iteration 0F: 2 clusters Score -147587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -145527.156250 Penalty: 3490.365723
	Iteration 0F: 3 clusters Score -145527.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -145830.671875 Penalty: 3490.365723
	Iteration 1F: 3 clusters Score -145830.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -145909.609375 Penalty: 3490.365723
	Iteration 2F: 3 clusters Score -145909.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -145961.609375 Penalty: 3490.365723
	Iteration 3Q: 3 clusters Score -145961.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -145991.250000 Penalty: 3490.365723
	Iteration 4Q: 3 clusters Score -145991.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -146012.156250 Penalty: 3490.365723
	Iteration 5Q: 3 clusters Score -146012.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -146030.359375 Penalty: 3490.365723
	Iteration 6Q: 3 clusters Score -146030.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -146042.718750 Penalty: 3490.365723
	Iteration 7Q: 3 clusters Score -146042.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -146052.312500 Penalty: 3490.365723
	Iteration 8Q: 3 clusters Score -146052.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -146062.640625 Penalty: 3490.365723
	Iteration 9Q: 3 clusters Score -146062.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -146074.359375 Penalty: 3490.365723
	Iteration 10Q: 3 clusters Score -146074.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -146089.609375 Penalty: 3490.365723
	Iteration 11Q: 3 clusters Score -146089.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -146096.593750 Penalty: 3490.365723
	Iteration 12Q: 3 clusters Score -146096.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -146106.796875 Penalty: 3490.365723
	Iteration 13Q: 3 clusters Score -146106.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -146109.640625 Penalty: 3490.365723
	Iteration 14Q: 3 clusters Score -146109.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -146112.015625 Penalty: 3490.365723
	Iteration 15Q: 3 clusters Score -146112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -146113.171875 Penalty: 3490.365723
	Iteration 16Q: 3 clusters Score -146113.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -146114.078125 Penalty: 3490.365723
	Iteration 17Q: 3 clusters Score -146114.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -146114.078125 Penalty: 3490.365723
	Iteration 18F: 3 clusters Score -146114.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (161089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161089 members 
Entering Unmasked Estep 
Score: -21370332.000000 Penalty: 2973.448730
	Iteration 0F: 2 clusters Score -2.137033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80588 members 
Mstep: Class 2 contains 80501 members 
Entering Unmasked Estep 
Score: -21264534.000000 Penalty: 5946.897461
	Iteration 0F: 3 clusters Score -2.126453e+07 nChanged 77170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83776 members 
Mstep: Class 2 contains 77313 members 
Entering Unmasked Estep 
Score: -21309744.000000 Penalty: 5946.897461
	Iteration 1F: 3 clusters Score -2.130974e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85846 members 
Mstep: Class 2 contains 75243 members 
Entering Unmasked Estep 
Score: -21311040.000000 Penalty: 5946.897461
	Iteration 2Q: 3 clusters Score -2.131104e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88984 members 
Mstep: Class 2 contains 72105 members 
Entering Unmasked Estep 
Score: -21313084.000000 Penalty: 5946.897461
	Iteration 3Q: 3 clusters Score -2.131308e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93626 members 
Mstep: Class 2 contains 67463 members 
Entering Unmasked Estep 
Score: -21316598.000000 Penalty: 5946.897461
	Iteration 4Q: 3 clusters Score -2.13166e+07 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99975 members 
Mstep: Class 2 contains 61114 members 
Entering Unmasked Estep 
Score: -21321566.000000 Penalty: 5946.897461
	Iteration 5F: 3 clusters Score -2.132157e+07 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108499 members 
Mstep: Class 2 contains 52590 members 
Entering Unmasked Estep 
Score: -21328280.000000 Penalty: 5946.897461
	Iteration 6F: 3 clusters Score -2.132828e+07 nChanged 12135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118630 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -21336924.000000 Penalty: 5946.897461
	Iteration 7F: 3 clusters Score -2.133692e+07 nChanged 11807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129331 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -21346616.000000 Penalty: 5946.897461
	Iteration 8F: 3 clusters Score -2.134662e+07 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138570 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -21355560.000000 Penalty: 5946.897461
	Iteration 9F: 3 clusters Score -2.135556e+07 nChanged 6723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145085 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -21362668.000000 Penalty: 5946.897461
	Iteration 10Q: 3 clusters Score -2.136267e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148712 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -21366688.000000 Penalty: 5946.897461
	Iteration 11Q: 3 clusters Score -2.136669e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150635 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -21368328.000000 Penalty: 5946.897461
	Iteration 12Q: 3 clusters Score -2.136833e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151995 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -21369226.000000 Penalty: 5946.897461
	Iteration 13Q: 3 clusters Score -2.136923e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153065 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -21369740.000000 Penalty: 5946.897461
	Iteration 14Q: 3 clusters Score -2.136974e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153956 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -21370030.000000 Penalty: 5946.897461
	Iteration 15Q: 3 clusters Score -2.137003e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154613 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -21370212.000000 Penalty: 5946.897461
	Iteration 16Q: 3 clusters Score -2.137021e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155134 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -21370328.000000 Penalty: 5946.897461
	Iteration 17Q: 3 clusters Score -2.137033e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155549 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -21370340.000000 Penalty: 5946.897461
	Iteration 18Q: 3 clusters Score -2.137034e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155900 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -21370400.000000 Penalty: 5946.897461
	Iteration 19Q: 3 clusters Score -2.13704e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156204 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -21370466.000000 Penalty: 5946.897461
	Iteration 20F: 3 clusters Score -2.137047e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156463 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -21370446.000000 Penalty: 5946.897461
	Iteration 21Q: 3 clusters Score -2.137045e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156705 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -21370404.000000 Penalty: 5946.897461
	Iteration 22Q: 3 clusters Score -2.13704e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156900 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -21370366.000000 Penalty: 5946.897461
	Iteration 23Q: 3 clusters Score -2.137037e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157042 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -21370346.000000 Penalty: 5946.897461
	Iteration 24Q: 3 clusters Score -2.137035e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157153 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -21370328.000000 Penalty: 5946.897461
	Iteration 25Q: 3 clusters Score -2.137033e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157242 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -21370340.000000 Penalty: 5946.897461
	Iteration 26Q: 3 clusters Score -2.137034e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157319 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -21370328.000000 Penalty: 5946.897461
	Iteration 27Q: 3 clusters Score -2.137033e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157383 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -21370346.000000 Penalty: 5946.897461
	Iteration 28Q: 3 clusters Score -2.137035e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157445 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -21370300.000000 Penalty: 5946.897461
	Iteration 29Q: 3 clusters Score -2.13703e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157487 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -21370278.000000 Penalty: 5946.897461
	Iteration 30Q: 3 clusters Score -2.137028e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157522 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -21370286.000000 Penalty: 5946.897461
	Iteration 31Q: 3 clusters Score -2.137029e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157551 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -21370298.000000 Penalty: 5946.897461
	Iteration 32Q: 3 clusters Score -2.13703e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157575 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -21370300.000000 Penalty: 5946.897461
	Iteration 33Q: 3 clusters Score -2.13703e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157590 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -21370300.000000 Penalty: 5946.897461
	Iteration 34Q: 3 clusters Score -2.13703e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157609 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -21370288.000000 Penalty: 5946.897461
	Iteration 35Q: 3 clusters Score -2.137029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157619 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -21370272.000000 Penalty: 5946.897461
	Iteration 36Q: 3 clusters Score -2.137027e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157635 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -21370254.000000 Penalty: 5946.897461
	Iteration 37Q: 3 clusters Score -2.137025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157653 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -21370232.000000 Penalty: 5946.897461
	Iteration 38Q: 3 clusters Score -2.137023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157665 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -21370224.000000 Penalty: 5946.897461
	Iteration 39Q: 3 clusters Score -2.137022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157675 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -21370222.000000 Penalty: 5946.897461
	Iteration 40F: 3 clusters Score -2.137022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157685 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -21370232.000000 Penalty: 5946.897461
	Iteration 41Q: 3 clusters Score -2.137023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157697 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -21370228.000000 Penalty: 5946.897461
	Iteration 42Q: 3 clusters Score -2.137023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157707 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -21370216.000000 Penalty: 5946.897461
	Iteration 43Q: 3 clusters Score -2.137022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157718 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -21370230.000000 Penalty: 5946.897461
	Iteration 44Q: 3 clusters Score -2.137023e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157731 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -21370220.000000 Penalty: 5946.897461
	Iteration 45Q: 3 clusters Score -2.137022e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157746 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -21370210.000000 Penalty: 5946.897461
	Iteration 46Q: 3 clusters Score -2.137021e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157759 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -21370204.000000 Penalty: 5946.897461
	Iteration 47Q: 3 clusters Score -2.13702e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157779 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -21370218.000000 Penalty: 5946.897461
	Iteration 48Q: 3 clusters Score -2.137022e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157793 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -21370196.000000 Penalty: 5946.897461
	Iteration 49Q: 3 clusters Score -2.13702e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157811 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -21370170.000000 Penalty: 5946.897461
	Iteration 50Q: 3 clusters Score -2.137017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157821 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -21370168.000000 Penalty: 5946.897461
	Iteration 51Q: 3 clusters Score -2.137017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157833 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -21370158.000000 Penalty: 5946.897461
	Iteration 52Q: 3 clusters Score -2.137016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157842 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -21370152.000000 Penalty: 5946.897461
	Iteration 53Q: 3 clusters Score -2.137015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157855 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -21370144.000000 Penalty: 5946.897461
	Iteration 54Q: 3 clusters Score -2.137014e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157868 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -21370164.000000 Penalty: 5946.897461
	Iteration 55Q: 3 clusters Score -2.137016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157881 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -21370150.000000 Penalty: 5946.897461
	Iteration 56Q: 3 clusters Score -2.137015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157893 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -21370152.000000 Penalty: 5946.897461
	Iteration 57Q: 3 clusters Score -2.137015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157902 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -21370158.000000 Penalty: 5946.897461
	Iteration 58Q: 3 clusters Score -2.137016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157915 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -21370162.000000 Penalty: 5946.897461
	Iteration 59Q: 3 clusters Score -2.137016e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157926 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -21370164.000000 Penalty: 5946.897461
	Iteration 60F: 3 clusters Score -2.137016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157936 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -21370180.000000 Penalty: 5946.897461
	Iteration 61Q: 3 clusters Score -2.137018e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157952 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -21370172.000000 Penalty: 5946.897461
	Iteration 62Q: 3 clusters Score -2.137017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157961 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -21370174.000000 Penalty: 5946.897461
	Iteration 63Q: 3 clusters Score -2.137017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157970 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -21370158.000000 Penalty: 5946.897461
	Iteration 64Q: 3 clusters Score -2.137016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157979 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -21370174.000000 Penalty: 5946.897461
	Iteration 65Q: 3 clusters Score -2.137017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157989 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -21370152.000000 Penalty: 5946.897461
	Iteration 66Q: 3 clusters Score -2.137015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157993 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -21370170.000000 Penalty: 5946.897461
	Iteration 67Q: 3 clusters Score -2.137017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157999 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -21370156.000000 Penalty: 5946.897461
	Iteration 68Q: 3 clusters Score -2.137016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158003 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -21370158.000000 Penalty: 5946.897461
	Iteration 69Q: 3 clusters Score -2.137016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158005 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -21370160.000000 Penalty: 5946.897461
	Iteration 70Q: 3 clusters Score -2.137016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158006 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -21370150.000000 Penalty: 5946.897461
	Iteration 71Q: 3 clusters Score -2.137015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158007 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -21370160.000000 Penalty: 5946.897461
	Iteration 72Q: 3 clusters Score -2.137016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158010 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -21370162.000000 Penalty: 5946.897461
	Iteration 73Q: 3 clusters Score -2.137016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158011 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -21370158.000000 Penalty: 5946.897461
	Iteration 74Q: 3 clusters Score -2.137016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158011 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -21370158.000000 Penalty: 5946.897461
	Iteration 75F: 3 clusters Score -2.137016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Entering Unmasked Estep 
Score: -3779632.750000 Penalty: 2540.217773
	Iteration 0F: 2 clusters Score -3779633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3760223.250000 Penalty: 5080.435547
	Iteration 0F: 3 clusters Score -3760223 nChanged 12704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -3767244.750000 Penalty: 5080.435547
	Iteration 1F: 3 clusters Score -3767245 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -3767804.750000 Penalty: 5080.435547
	Iteration 2Q: 3 clusters Score -3767805 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -3768373.250000 Penalty: 5080.435547
	Iteration 3Q: 3 clusters Score -3768373 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -3769012.000000 Penalty: 5080.435547
	Iteration 4Q: 3 clusters Score -3769012 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -3769701.500000 Penalty: 5080.435547
	Iteration 5F: 3 clusters Score -3769702 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -3770371.000000 Penalty: 5080.435547
	Iteration 6Q: 3 clusters Score -3770371 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -3771068.000000 Penalty: 5080.435547
	Iteration 7Q: 3 clusters Score -3771068 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -3771895.250000 Penalty: 5080.435547
	Iteration 8Q: 3 clusters Score -3771895 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -3772815.500000 Penalty: 5080.435547
	Iteration 9F: 3 clusters Score -3772816 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -3773719.000000 Penalty: 5080.435547
	Iteration 10Q: 3 clusters Score -3773719 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -3774483.250000 Penalty: 5080.435547
	Iteration 11Q: 3 clusters Score -3774483 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -3774888.500000 Penalty: 5080.435547
	Iteration 12Q: 3 clusters Score -3774888 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -3775156.000000 Penalty: 5080.435547
	Iteration 13Q: 3 clusters Score -3775156 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -3775308.500000 Penalty: 5080.435547
	Iteration 14Q: 3 clusters Score -3775308 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -3775436.250000 Penalty: 5080.435547
	Iteration 15Q: 3 clusters Score -3775436 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -3775544.000000 Penalty: 5080.435547
	Iteration 16Q: 3 clusters Score -3775544 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -3775645.250000 Penalty: 5080.435547
	Iteration 17Q: 3 clusters Score -3775645 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -3775764.750000 Penalty: 5080.435547
	Iteration 18Q: 3 clusters Score -3775765 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -3775841.250000 Penalty: 5080.435547
	Iteration 19Q: 3 clusters Score -3775841 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -3775941.000000 Penalty: 5080.435547
	Iteration 20F: 3 clusters Score -3775941 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -3776017.750000 Penalty: 5080.435547
	Iteration 21Q: 3 clusters Score -3776018 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -3776114.000000 Penalty: 5080.435547
	Iteration 22Q: 3 clusters Score -3776114 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -3776185.500000 Penalty: 5080.435547
	Iteration 23Q: 3 clusters Score -3776186 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -3776257.000000 Penalty: 5080.435547
	Iteration 24Q: 3 clusters Score -3776257 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -3776323.250000 Penalty: 5080.435547
	Iteration 25Q: 3 clusters Score -3776323 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -3776386.000000 Penalty: 5080.435547
	Iteration 26Q: 3 clusters Score -3776386 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -3776452.000000 Penalty: 5080.435547
	Iteration 27Q: 3 clusters Score -3776452 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3776509.500000 Penalty: 5080.435547
	Iteration 28Q: 3 clusters Score -3776510 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -3776569.750000 Penalty: 5080.435547
	Iteration 29Q: 3 clusters Score -3776570 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -3776619.250000 Penalty: 5080.435547
	Iteration 30Q: 3 clusters Score -3776619 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -3776690.000000 Penalty: 5080.435547
	Iteration 31Q: 3 clusters Score -3776690 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -3776754.250000 Penalty: 5080.435547
	Iteration 32Q: 3 clusters Score -3776754 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -3776806.500000 Penalty: 5080.435547
	Iteration 33Q: 3 clusters Score -3776806 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -3776887.000000 Penalty: 5080.435547
	Iteration 34Q: 3 clusters Score -3776887 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -3776941.000000 Penalty: 5080.435547
	Iteration 35Q: 3 clusters Score -3776941 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -3777013.500000 Penalty: 5080.435547
	Iteration 36Q: 3 clusters Score -3777014 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3777063.000000 Penalty: 5080.435547
	Iteration 37Q: 3 clusters Score -3777063 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -3777100.000000 Penalty: 5080.435547
	Iteration 38Q: 3 clusters Score -3777100 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3777134.000000 Penalty: 5080.435547
	Iteration 39Q: 3 clusters Score -3777134 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -3777169.750000 Penalty: 5080.435547
	Iteration 40F: 3 clusters Score -3777170 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -3777200.500000 Penalty: 5080.435547
	Iteration 41Q: 3 clusters Score -3777200 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3777238.750000 Penalty: 5080.435547
	Iteration 42Q: 3 clusters Score -3777239 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3777268.250000 Penalty: 5080.435547
	Iteration 43Q: 3 clusters Score -3777268 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3777301.250000 Penalty: 5080.435547
	Iteration 44Q: 3 clusters Score -3777301 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3777328.750000 Penalty: 5080.435547
	Iteration 45Q: 3 clusters Score -3777329 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3777363.750000 Penalty: 5080.435547
	Iteration 46Q: 3 clusters Score -3777364 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3777394.750000 Penalty: 5080.435547
	Iteration 47Q: 3 clusters Score -3777395 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3777420.750000 Penalty: 5080.435547
	Iteration 48Q: 3 clusters Score -3777421 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3777436.500000 Penalty: 5080.435547
	Iteration 49Q: 3 clusters Score -3777436 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3777449.500000 Penalty: 5080.435547
	Iteration 50Q: 3 clusters Score -3777450 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3777471.250000 Penalty: 5080.435547
	Iteration 51Q: 3 clusters Score -3777471 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3777491.250000 Penalty: 5080.435547
	Iteration 52Q: 3 clusters Score -3777491 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3777512.000000 Penalty: 5080.435547
	Iteration 53Q: 3 clusters Score -3777512 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3777508.750000 Penalty: 5080.435547
	Iteration 54Q: 3 clusters Score -3777509 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3777532.000000 Penalty: 5080.435547
	Iteration 55Q: 3 clusters Score -3777532 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3777558.500000 Penalty: 5080.435547
	Iteration 56Q: 3 clusters Score -3777558 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3777566.750000 Penalty: 5080.435547
	Iteration 57Q: 3 clusters Score -3777567 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3777582.500000 Penalty: 5080.435547
	Iteration 58Q: 3 clusters Score -3777582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3777588.250000 Penalty: 5080.435547
	Iteration 59Q: 3 clusters Score -3777588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3777591.250000 Penalty: 5080.435547
	Iteration 60F: 3 clusters Score -3777591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3777597.000000 Penalty: 5080.435547
	Iteration 61Q: 3 clusters Score -3777597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3777609.750000 Penalty: 5080.435547
	Iteration 62Q: 3 clusters Score -3777610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3777615.000000 Penalty: 5080.435547
	Iteration 63Q: 3 clusters Score -3777615 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3777630.500000 Penalty: 5080.435547
	Iteration 64Q: 3 clusters Score -3777630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3777641.000000 Penalty: 5080.435547
	Iteration 65Q: 3 clusters Score -3777641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3777644.250000 Penalty: 5080.435547
	Iteration 66Q: 3 clusters Score -3777644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3777647.250000 Penalty: 5080.435547
	Iteration 67Q: 3 clusters Score -3777647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3777664.250000 Penalty: 5080.435547
	Iteration 68Q: 3 clusters Score -3777664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3777659.000000 Penalty: 5080.435547
	Iteration 69Q: 3 clusters Score -3777659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3777658.750000 Penalty: 5080.435547
	Iteration 70Q: 3 clusters Score -3777659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3777671.500000 Penalty: 5080.435547
	Iteration 71Q: 3 clusters Score -3777672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3777674.000000 Penalty: 5080.435547
	Iteration 72Q: 3 clusters Score -3777674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3777674.000000 Penalty: 5080.435547
	Iteration 73Q: 3 clusters Score -3777674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3777678.000000 Penalty: 5080.435547
	Iteration 74Q: 3 clusters Score -3777678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3777682.750000 Penalty: 5080.435547
	Iteration 75Q: 3 clusters Score -3777683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3777682.250000 Penalty: 5080.435547
	Iteration 76Q: 3 clusters Score -3777682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3777678.250000 Penalty: 5080.435547
	Iteration 77Q: 3 clusters Score -3777678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3777676.250000 Penalty: 5080.435547
	Iteration 78Q: 3 clusters Score -3777676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3777668.500000 Penalty: 5080.435547
	Iteration 79Q: 3 clusters Score -3777668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3777673.250000 Penalty: 5080.435547
	Iteration 80F: 3 clusters Score -3777673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3777673.750000 Penalty: 5080.435547
	Iteration 81Q: 3 clusters Score -3777674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3777676.500000 Penalty: 5080.435547
	Iteration 82Q: 3 clusters Score -3777676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3777673.000000 Penalty: 5080.435547
	Iteration 83Q: 3 clusters Score -3777673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3777673.250000 Penalty: 5080.435547
	Iteration 84Q: 3 clusters Score -3777673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3777675.500000 Penalty: 5080.435547
	Iteration 85Q: 3 clusters Score -3777676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3777680.000000 Penalty: 5080.435547
	Iteration 86Q: 3 clusters Score -3777680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3777674.500000 Penalty: 5080.435547
	Iteration 87Q: 3 clusters Score -3777674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3777678.000000 Penalty: 5080.435547
	Iteration 88Q: 3 clusters Score -3777678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3777678.000000 Penalty: 5080.435547
	Iteration 89F: 3 clusters Score -3777678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (162405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162405 members 
Entering Unmasked Estep 
Score: -21458992.000000 Penalty: 2975.466309
	Iteration 0F: 2 clusters Score -2.145899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81398 members 
Mstep: Class 2 contains 81007 members 
Entering Unmasked Estep 
Score: -21353610.000000 Penalty: 5950.932617
	Iteration 0F: 3 clusters Score -2.135361e+07 nChanged 77725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85447 members 
Mstep: Class 2 contains 76958 members 
Entering Unmasked Estep 
Score: -21399874.000000 Penalty: 5950.932617
	Iteration 1F: 3 clusters Score -2.139987e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87819 members 
Mstep: Class 2 contains 74586 members 
Entering Unmasked Estep 
Score: -21402176.000000 Penalty: 5950.932617
	Iteration 2Q: 3 clusters Score -2.140218e+07 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91652 members 
Mstep: Class 2 contains 70753 members 
Entering Unmasked Estep 
Score: -21406568.000000 Penalty: 5950.932617
	Iteration 3F: 3 clusters Score -2.140657e+07 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97489 members 
Mstep: Class 2 contains 64916 members 
Entering Unmasked Estep 
Score: -21412832.000000 Penalty: 5950.932617
	Iteration 4F: 3 clusters Score -2.141283e+07 nChanged 12494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105257 members 
Mstep: Class 2 contains 57148 members 
Entering Unmasked Estep 
Score: -21421900.000000 Penalty: 5950.932617
	Iteration 5F: 3 clusters Score -2.14219e+07 nChanged 12593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113582 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -21432988.000000 Penalty: 5950.932617
	Iteration 6F: 3 clusters Score -2.143299e+07 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119983 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -21442100.000000 Penalty: 5950.932617
	Iteration 7F: 3 clusters Score -2.14421e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123753 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -21446512.000000 Penalty: 5950.932617
	Iteration 8Q: 3 clusters Score -2.144651e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126205 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -21448400.000000 Penalty: 5950.932617
	Iteration 9Q: 3 clusters Score -2.14484e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128264 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -21449348.000000 Penalty: 5950.932617
	Iteration 10Q: 3 clusters Score -2.144935e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130209 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -21450298.000000 Penalty: 5950.932617
	Iteration 11Q: 3 clusters Score -2.14503e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132114 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -21451158.000000 Penalty: 5950.932617
	Iteration 12Q: 3 clusters Score -2.145116e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133933 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -21452006.000000 Penalty: 5950.932617
	Iteration 13Q: 3 clusters Score -2.145201e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135684 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -21452796.000000 Penalty: 5950.932617
	Iteration 14Q: 3 clusters Score -2.14528e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137367 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -21453556.000000 Penalty: 5950.932617
	Iteration 15Q: 3 clusters Score -2.145356e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138984 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -21454284.000000 Penalty: 5950.932617
	Iteration 16Q: 3 clusters Score -2.145428e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140569 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -21455002.000000 Penalty: 5950.932617
	Iteration 17Q: 3 clusters Score -2.1455e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142064 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -21455718.000000 Penalty: 5950.932617
	Iteration 18Q: 3 clusters Score -2.145572e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143563 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -21456582.000000 Penalty: 5950.932617
	Iteration 19Q: 3 clusters Score -2.145658e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145100 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -21457326.000000 Penalty: 5950.932617
	Iteration 20F: 3 clusters Score -2.145733e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146557 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -21458038.000000 Penalty: 5950.932617
	Iteration 21Q: 3 clusters Score -2.145804e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147891 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -21458688.000000 Penalty: 5950.932617
	Iteration 22Q: 3 clusters Score -2.145869e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149063 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -21459094.000000 Penalty: 5950.932617
	Iteration 23Q: 3 clusters Score -2.145909e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150152 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -21459532.000000 Penalty: 5950.932617
	Iteration 24Q: 3 clusters Score -2.145953e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151111 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -21459776.000000 Penalty: 5950.932617
	Iteration 25Q: 3 clusters Score -2.145978e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151951 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -21459898.000000 Penalty: 5950.932617
	Iteration 26Q: 3 clusters Score -2.14599e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152705 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -21460080.000000 Penalty: 5950.932617
	Iteration 27Q: 3 clusters Score -2.146008e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153379 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -21460284.000000 Penalty: 5950.932617
	Iteration 28Q: 3 clusters Score -2.146028e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153961 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -21460222.000000 Penalty: 5950.932617
	Iteration 29Q: 3 clusters Score -2.146022e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154475 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -21460270.000000 Penalty: 5950.932617
	Iteration 30Q: 3 clusters Score -2.146027e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154921 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -21460390.000000 Penalty: 5950.932617
	Iteration 31Q: 3 clusters Score -2.146039e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155322 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -21460410.000000 Penalty: 5950.932617
	Iteration 32Q: 3 clusters Score -2.146041e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155695 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -21460458.000000 Penalty: 5950.932617
	Iteration 33Q: 3 clusters Score -2.146046e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156011 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -21460440.000000 Penalty: 5950.932617
	Iteration 34Q: 3 clusters Score -2.146044e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156320 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -21460464.000000 Penalty: 5950.932617
	Iteration 35Q: 3 clusters Score -2.146046e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156602 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -21460532.000000 Penalty: 5950.932617
	Iteration 36Q: 3 clusters Score -2.146053e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156828 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -21460506.000000 Penalty: 5950.932617
	Iteration 37Q: 3 clusters Score -2.146051e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157029 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -21460478.000000 Penalty: 5950.932617
	Iteration 38Q: 3 clusters Score -2.146048e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157181 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -21460434.000000 Penalty: 5950.932617
	Iteration 39Q: 3 clusters Score -2.146043e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157326 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -21460426.000000 Penalty: 5950.932617
	Iteration 40F: 3 clusters Score -2.146043e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157448 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -21460414.000000 Penalty: 5950.932617
	Iteration 41Q: 3 clusters Score -2.146041e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157573 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -21460408.000000 Penalty: 5950.932617
	Iteration 42Q: 3 clusters Score -2.146041e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157691 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -21460390.000000 Penalty: 5950.932617
	Iteration 43Q: 3 clusters Score -2.146039e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157805 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -21460350.000000 Penalty: 5950.932617
	Iteration 44Q: 3 clusters Score -2.146035e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157895 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -21460354.000000 Penalty: 5950.932617
	Iteration 45Q: 3 clusters Score -2.146035e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157979 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -21460294.000000 Penalty: 5950.932617
	Iteration 46Q: 3 clusters Score -2.146029e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158070 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -21460270.000000 Penalty: 5950.932617
	Iteration 47Q: 3 clusters Score -2.146027e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158157 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -21460272.000000 Penalty: 5950.932617
	Iteration 48Q: 3 clusters Score -2.146027e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158230 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -21460248.000000 Penalty: 5950.932617
	Iteration 49Q: 3 clusters Score -2.146025e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158302 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -21460224.000000 Penalty: 5950.932617
	Iteration 50Q: 3 clusters Score -2.146022e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158366 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -21460204.000000 Penalty: 5950.932617
	Iteration 51Q: 3 clusters Score -2.14602e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158418 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -21460162.000000 Penalty: 5950.932617
	Iteration 52Q: 3 clusters Score -2.146016e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158471 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -21460150.000000 Penalty: 5950.932617
	Iteration 53Q: 3 clusters Score -2.146015e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158511 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -21460138.000000 Penalty: 5950.932617
	Iteration 54Q: 3 clusters Score -2.146014e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158541 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -21460128.000000 Penalty: 5950.932617
	Iteration 55Q: 3 clusters Score -2.146013e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158567 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -21460142.000000 Penalty: 5950.932617
	Iteration 56Q: 3 clusters Score -2.146014e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158590 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -21460126.000000 Penalty: 5950.932617
	Iteration 57Q: 3 clusters Score -2.146013e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158614 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -21460114.000000 Penalty: 5950.932617
	Iteration 58Q: 3 clusters Score -2.146011e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158630 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -21460118.000000 Penalty: 5950.932617
	Iteration 59Q: 3 clusters Score -2.146012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158645 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -21460118.000000 Penalty: 5950.932617
	Iteration 60F: 3 clusters Score -2.146012e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158659 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -21460100.000000 Penalty: 5950.932617
	Iteration 61Q: 3 clusters Score -2.14601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158665 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -21460098.000000 Penalty: 5950.932617
	Iteration 62Q: 3 clusters Score -2.14601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158670 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -21460084.000000 Penalty: 5950.932617
	Iteration 63Q: 3 clusters Score -2.146008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158679 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -21460062.000000 Penalty: 5950.932617
	Iteration 64Q: 3 clusters Score -2.146006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158689 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -21460064.000000 Penalty: 5950.932617
	Iteration 65Q: 3 clusters Score -2.146006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158697 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -21460068.000000 Penalty: 5950.932617
	Iteration 66Q: 3 clusters Score -2.146007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158703 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -21460074.000000 Penalty: 5950.932617
	Iteration 67Q: 3 clusters Score -2.146007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158706 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -21460068.000000 Penalty: 5950.932617
	Iteration 68Q: 3 clusters Score -2.146007e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158715 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -21460084.000000 Penalty: 5950.932617
	Iteration 69Q: 3 clusters Score -2.146008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158726 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -21460078.000000 Penalty: 5950.932617
	Iteration 70Q: 3 clusters Score -2.146008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158734 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -21460078.000000 Penalty: 5950.932617
	Iteration 71Q: 3 clusters Score -2.146008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158738 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -21460074.000000 Penalty: 5950.932617
	Iteration 72Q: 3 clusters Score -2.146007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158741 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -21460070.000000 Penalty: 5950.932617
	Iteration 73Q: 3 clusters Score -2.146007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158745 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -21460066.000000 Penalty: 5950.932617
	Iteration 74Q: 3 clusters Score -2.146007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158747 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -21460064.000000 Penalty: 5950.932617
	Iteration 75Q: 3 clusters Score -2.146006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158751 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -21460070.000000 Penalty: 5950.932617
	Iteration 76Q: 3 clusters Score -2.146007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158753 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -21460074.000000 Penalty: 5950.932617
	Iteration 77Q: 3 clusters Score -2.146007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158755 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -21460062.000000 Penalty: 5950.932617
	Iteration 78Q: 3 clusters Score -2.146006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158759 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -21460060.000000 Penalty: 5950.932617
	Iteration 79Q: 3 clusters Score -2.146006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158762 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -21460048.000000 Penalty: 5950.932617
	Iteration 80F: 3 clusters Score -2.146005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158766 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -21460042.000000 Penalty: 5950.932617
	Iteration 81Q: 3 clusters Score -2.146004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158771 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -21460054.000000 Penalty: 5950.932617
	Iteration 82Q: 3 clusters Score -2.146005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158776 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -21460048.000000 Penalty: 5950.932617
	Iteration 83Q: 3 clusters Score -2.146005e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158783 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -21460048.000000 Penalty: 5950.932617
	Iteration 84Q: 3 clusters Score -2.146005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158787 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -21460034.000000 Penalty: 5950.932617
	Iteration 85Q: 3 clusters Score -2.146003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158789 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -21460044.000000 Penalty: 5950.932617
	Iteration 86Q: 3 clusters Score -2.146004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158791 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -21460052.000000 Penalty: 5950.932617
	Iteration 87Q: 3 clusters Score -2.146005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158793 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -21460046.000000 Penalty: 5950.932617
	Iteration 88Q: 3 clusters Score -2.146005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158793 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -21460046.000000 Penalty: 5950.932617
	Iteration 89F: 3 clusters Score -2.146005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3612 members 
Mstep: Class 3 contains 161089 members 
Mstep: Class 4 contains 28080 members 
Mstep: Class 5 contains 158793 members 
Mstep: Class 6 contains 84587 members 
Mstep: Class 7 contains 3035 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 10 contains 155750 members 
Mstep: Class 11 contains 180381 members 
Mstep: Class 12 contains 69367 members 
Mstep: Class 14 contains 3388 members 
Mstep: Class 16 contains 3200 members 
Mstep: Class 18 contains 160157 members 
Mstep: Class 19 contains 132174 members 
Mstep: Class 20 contains 157466 members 
Mstep: Class 21 contains 63640 members 
Mstep: Class 22 contains 6849 members 
Entering Unmasked Estep 
Score: -180369008.000000 Penalty: 63111.863281
Splitting cluster 5 changes total score from -180367168.000000 to -180369008.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 6 (84587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84587 members 
Entering Unmasked Estep 
Score: -10975289.000000 Penalty: 2813.692871
	Iteration 0F: 2 clusters Score -1.097529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -10918723.000000 Penalty: 5627.385742
	Iteration 0F: 3 clusters Score -1.091872e+07 nChanged 39943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -10941287.000000 Penalty: 5627.385742
	Iteration 1F: 3 clusters Score -1.094129e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -10942354.000000 Penalty: 5627.385742
	Iteration 2Q: 3 clusters Score -1.094235e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -10944174.000000 Penalty: 5627.385742
	Iteration 3Q: 3 clusters Score -1.094417e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -10947651.000000 Penalty: 5627.385742
	Iteration 4F: 3 clusters Score -1.094765e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -10952873.000000 Penalty: 5627.385742
	Iteration 5F: 3 clusters Score -1.095287e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -10959710.000000 Penalty: 5627.385742
	Iteration 6F: 3 clusters Score -1.095971e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77038 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -10965847.000000 Penalty: 5627.385742
	Iteration 7F: 3 clusters Score -1.096585e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80993 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -10969682.000000 Penalty: 5627.385742
	Iteration 8Q: 3 clusters Score -1.096968e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82985 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -10971477.000000 Penalty: 5627.385742
	Iteration 9Q: 3 clusters Score -1.097148e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83826 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -10972191.000000 Penalty: 5627.385742
	Iteration 10Q: 3 clusters Score -1.097219e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84142 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -10972547.000000 Penalty: 5627.385742
	Iteration 11Q: 3 clusters Score -1.097255e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84247 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -10972688.000000 Penalty: 5627.385742
	Iteration 12Q: 3 clusters Score -1.097269e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84289 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10972736.000000 Penalty: 5627.385742
	Iteration 13Q: 3 clusters Score -1.097274e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84310 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -10972775.000000 Penalty: 5627.385742
	Iteration 14Q: 3 clusters Score -1.097278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84322 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -10972792.000000 Penalty: 5627.385742
	Iteration 15Q: 3 clusters Score -1.097279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84331 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -10972810.000000 Penalty: 5627.385742
	Iteration 16Q: 3 clusters Score -1.097281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84337 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10972816.000000 Penalty: 5627.385742
	Iteration 17Q: 3 clusters Score -1.097282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84340 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -10972828.000000 Penalty: 5627.385742
	Iteration 18Q: 3 clusters Score -1.097283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84343 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10972831.000000 Penalty: 5627.385742
	Iteration 19Q: 3 clusters Score -1.097283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84342 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -10972832.000000 Penalty: 5627.385742
	Iteration 20F: 3 clusters Score -1.097283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84343 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10972832.000000 Penalty: 5627.385742
	Iteration 21Q: 3 clusters Score -1.097283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84343 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10972832.000000 Penalty: 5627.385742
	Iteration 22F: 3 clusters Score -1.097283e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Entering Unmasked Estep 
Score: -401767.406250 Penalty: 1988.455688
	Iteration 0F: 2 clusters Score -401767.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -398475.125000 Penalty: 3976.911377
	Iteration 0F: 3 clusters Score -398475.1 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -399391.875000 Penalty: 3976.911377
	Iteration 1F: 3 clusters Score -399391.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -399787.406250 Penalty: 3976.911377
	Iteration 2F: 3 clusters Score -399787.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -400237.500000 Penalty: 3976.911377
	Iteration 3F: 3 clusters Score -400237.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -400647.656250 Penalty: 3976.911377
	Iteration 4F: 3 clusters Score -400647.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -400943.625000 Penalty: 3976.911377
	Iteration 5F: 3 clusters Score -400943.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -401207.031250 Penalty: 3976.911377
	Iteration 6F: 3 clusters Score -401207 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -401369.625000 Penalty: 3976.911377
	Iteration 7Q: 3 clusters Score -401369.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -401460.687500 Penalty: 3976.911377
	Iteration 8Q: 3 clusters Score -401460.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -401534.562500 Penalty: 3976.911377
	Iteration 9Q: 3 clusters Score -401534.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -401587.687500 Penalty: 3976.911377
	Iteration 10Q: 3 clusters Score -401587.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -401623.656250 Penalty: 3976.911377
	Iteration 11Q: 3 clusters Score -401623.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -401648.562500 Penalty: 3976.911377
	Iteration 12Q: 3 clusters Score -401648.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -401673.656250 Penalty: 3976.911377
	Iteration 13Q: 3 clusters Score -401673.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -401687.875000 Penalty: 3976.911377
	Iteration 14Q: 3 clusters Score -401687.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -401695.250000 Penalty: 3976.911377
	Iteration 15Q: 3 clusters Score -401695.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -401698.531250 Penalty: 3976.911377
	Iteration 16Q: 3 clusters Score -401698.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -401700.968750 Penalty: 3976.911377
	Iteration 17Q: 3 clusters Score -401701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -401705.781250 Penalty: 3976.911377
	Iteration 18Q: 3 clusters Score -401705.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -401706.500000 Penalty: 3976.911377
	Iteration 19Q: 3 clusters Score -401706.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -401706.500000 Penalty: 3976.911377
	Iteration 20F: 3 clusters Score -401706.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Entering Unmasked Estep 
Score: -973161.187500 Penalty: 2218.571777
	Iteration 0F: 2 clusters Score -973161.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -966955.437500 Penalty: 4437.143555
	Iteration 0F: 3 clusters Score -966955.4 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -968642.875000 Penalty: 4437.143555
	Iteration 1F: 3 clusters Score -968642.9 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -969060.312500 Penalty: 4437.143555
	Iteration 2F: 3 clusters Score -969060.3 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -969525.250000 Penalty: 4437.143555
	Iteration 3F: 3 clusters Score -969525.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -970038.000000 Penalty: 4437.143555
	Iteration 4F: 3 clusters Score -970038 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -970529.250000 Penalty: 4437.143555
	Iteration 5F: 3 clusters Score -970529.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -970975.000000 Penalty: 4437.143555
	Iteration 6F: 3 clusters Score -970975 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -971272.687500 Penalty: 4437.143555
	Iteration 7Q: 3 clusters Score -971272.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -971437.000000 Penalty: 4437.143555
	Iteration 8Q: 3 clusters Score -971437 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -971537.500000 Penalty: 4437.143555
	Iteration 9Q: 3 clusters Score -971537.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -971600.437500 Penalty: 4437.143555
	Iteration 10Q: 3 clusters Score -971600.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -971642.625000 Penalty: 4437.143555
	Iteration 11Q: 3 clusters Score -971642.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -971672.187500 Penalty: 4437.143555
	Iteration 12Q: 3 clusters Score -971672.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -971696.687500 Penalty: 4437.143555
	Iteration 13Q: 3 clusters Score -971696.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -971722.625000 Penalty: 4437.143555
	Iteration 14Q: 3 clusters Score -971722.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -971741.375000 Penalty: 4437.143555
	Iteration 15Q: 3 clusters Score -971741.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -971761.187500 Penalty: 4437.143555
	Iteration 16Q: 3 clusters Score -971761.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -971770.625000 Penalty: 4437.143555
	Iteration 17Q: 3 clusters Score -971770.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -971785.687500 Penalty: 4437.143555
	Iteration 18Q: 3 clusters Score -971785.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -971793.000000 Penalty: 4437.143555
	Iteration 19Q: 3 clusters Score -971793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -971801.687500 Penalty: 4437.143555
	Iteration 20F: 3 clusters Score -971801.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -971806.062500 Penalty: 4437.143555
	Iteration 21Q: 3 clusters Score -971806.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -971816.875000 Penalty: 4437.143555
	Iteration 22Q: 3 clusters Score -971816.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -971822.062500 Penalty: 4437.143555
	Iteration 23Q: 3 clusters Score -971822.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -971824.437500 Penalty: 4437.143555
	Iteration 24Q: 3 clusters Score -971824.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -971825.812500 Penalty: 4437.143555
	Iteration 25Q: 3 clusters Score -971825.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -971826.937500 Penalty: 4437.143555
	Iteration 26Q: 3 clusters Score -971826.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -971829.062500 Penalty: 4437.143555
	Iteration 27Q: 3 clusters Score -971829.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -971832.500000 Penalty: 4437.143555
	Iteration 28Q: 3 clusters Score -971832.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -971831.687500 Penalty: 4437.143555
	Iteration 29Q: 3 clusters Score -971831.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -971836.875000 Penalty: 4437.143555
	Iteration 30Q: 3 clusters Score -971836.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -971838.562500 Penalty: 4437.143555
	Iteration 31Q: 3 clusters Score -971838.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -971839.500000 Penalty: 4437.143555
	Iteration 32Q: 3 clusters Score -971839.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -971840.375000 Penalty: 4437.143555
	Iteration 33Q: 3 clusters Score -971840.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -971843.250000 Penalty: 4437.143555
	Iteration 34Q: 3 clusters Score -971843.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -971844.562500 Penalty: 4437.143555
	Iteration 35Q: 3 clusters Score -971844.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -971844.687500 Penalty: 4437.143555
	Iteration 36Q: 3 clusters Score -971844.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -971845.875000 Penalty: 4437.143555
	Iteration 37Q: 3 clusters Score -971845.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -971848.187500 Penalty: 4437.143555
	Iteration 38Q: 3 clusters Score -971848.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -971848.312500 Penalty: 4437.143555
	Iteration 39Q: 3 clusters Score -971848.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -971849.250000 Penalty: 4437.143555
	Iteration 40F: 3 clusters Score -971849.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -971850.750000 Penalty: 4437.143555
	Iteration 41Q: 3 clusters Score -971850.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -971850.875000 Penalty: 4437.143555
	Iteration 42Q: 3 clusters Score -971850.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -971849.875000 Penalty: 4437.143555
	Iteration 43Q: 3 clusters Score -971849.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -971851.562500 Penalty: 4437.143555
	Iteration 44Q: 3 clusters Score -971851.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -971852.250000 Penalty: 4437.143555
	Iteration 45Q: 3 clusters Score -971852.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -971852.937500 Penalty: 4437.143555
	Iteration 46Q: 3 clusters Score -971852.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -971855.000000 Penalty: 4437.143555
	Iteration 47Q: 3 clusters Score -971855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -971855.187500 Penalty: 4437.143555
	Iteration 48Q: 3 clusters Score -971855.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -971855.250000 Penalty: 4437.143555
	Iteration 49Q: 3 clusters Score -971855.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -971858.125000 Penalty: 4437.143555
	Iteration 50Q: 3 clusters Score -971858.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -971860.750000 Penalty: 4437.143555
	Iteration 51Q: 3 clusters Score -971860.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -971864.125000 Penalty: 4437.143555
	Iteration 52Q: 3 clusters Score -971864.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -971867.750000 Penalty: 4437.143555
	Iteration 53Q: 3 clusters Score -971867.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -971869.062500 Penalty: 4437.143555
	Iteration 54Q: 3 clusters Score -971869.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -971870.187500 Penalty: 4437.143555
	Iteration 55Q: 3 clusters Score -971870.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -971872.375000 Penalty: 4437.143555
	Iteration 56Q: 3 clusters Score -971872.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -971872.625000 Penalty: 4437.143555
	Iteration 57Q: 3 clusters Score -971872.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -971871.187500 Penalty: 4437.143555
	Iteration 58Q: 3 clusters Score -971871.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -971872.687500 Penalty: 4437.143555
	Iteration 59Q: 3 clusters Score -971872.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -971872.875000 Penalty: 4437.143555
	Iteration 60F: 3 clusters Score -971872.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -971872.312500 Penalty: 4437.143555
	Iteration 61Q: 3 clusters Score -971872.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -971872.125000 Penalty: 4437.143555
	Iteration 62Q: 3 clusters Score -971872.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -971872.125000 Penalty: 4437.143555
	Iteration 63F: 3 clusters Score -971872.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (155750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155750 members 
Entering Unmasked Estep 
Score: -21195534.000000 Penalty: 2965.089844
	Iteration 0F: 2 clusters Score -2.119553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78091 members 
Mstep: Class 2 contains 77659 members 
Entering Unmasked Estep 
Score: -21092582.000000 Penalty: 5930.179688
	Iteration 0F: 3 clusters Score -2.109258e+07 nChanged 74566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81587 members 
Mstep: Class 2 contains 74163 members 
Entering Unmasked Estep 
Score: -21136204.000000 Penalty: 5930.179688
	Iteration 1F: 3 clusters Score -2.11362e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84035 members 
Mstep: Class 2 contains 71715 members 
Entering Unmasked Estep 
Score: -21137148.000000 Penalty: 5930.179688
	Iteration 2Q: 3 clusters Score -2.113715e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87660 members 
Mstep: Class 2 contains 68090 members 
Entering Unmasked Estep 
Score: -21138632.000000 Penalty: 5930.179688
	Iteration 3Q: 3 clusters Score -2.113863e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93190 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -21140948.000000 Penalty: 5930.179688
	Iteration 4Q: 3 clusters Score -2.114095e+07 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101185 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -21145790.000000 Penalty: 5930.179688
	Iteration 5F: 3 clusters Score -2.114579e+07 nChanged 11189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112090 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -21153534.000000 Penalty: 5930.179688
	Iteration 6F: 3 clusters Score -2.115353e+07 nChanged 13094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125032 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -21164810.000000 Penalty: 5930.179688
	Iteration 7F: 3 clusters Score -2.116481e+07 nChanged 12745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137733 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -21176678.000000 Penalty: 5930.179688
	Iteration 8F: 3 clusters Score -2.117668e+07 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147016 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -21186124.000000 Penalty: 5930.179688
	Iteration 9F: 3 clusters Score -2.118612e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152118 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -21190588.000000 Penalty: 5930.179688
	Iteration 10Q: 3 clusters Score -2.119059e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154387 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -21192216.000000 Penalty: 5930.179688
	Iteration 11Q: 3 clusters Score -2.119222e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155156 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -21192654.000000 Penalty: 5930.179688
	Iteration 12Q: 3 clusters Score -2.119265e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155392 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -21192846.000000 Penalty: 5930.179688
	Iteration 13Q: 3 clusters Score -2.119285e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155462 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -21192946.000000 Penalty: 5930.179688
	Iteration 14Q: 3 clusters Score -2.119295e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155486 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -21192976.000000 Penalty: 5930.179688
	Iteration 15Q: 3 clusters Score -2.119298e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155503 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21192994.000000 Penalty: 5930.179688
	Iteration 16Q: 3 clusters Score -2.119299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155505 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -21192990.000000 Penalty: 5930.179688
	Iteration 17Q: 3 clusters Score -2.119299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155508 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -21192990.000000 Penalty: 5930.179688
	Iteration 18Q: 3 clusters Score -2.119299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155511 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21192992.000000 Penalty: 5930.179688
	Iteration 19Q: 3 clusters Score -2.119299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155511 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21192992.000000 Penalty: 5930.179688
	Iteration 20F: 3 clusters Score -2.119299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (180381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180381 members 
Entering Unmasked Estep 
Score: -23983944.000000 Penalty: 3001.500977
	Iteration 0F: 2 clusters Score -2.398394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90473 members 
Mstep: Class 2 contains 89908 members 
Entering Unmasked Estep 
Score: -23867112.000000 Penalty: 6003.001953
	Iteration 0F: 3 clusters Score -2.386711e+07 nChanged 86219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95964 members 
Mstep: Class 2 contains 84417 members 
Entering Unmasked Estep 
Score: -23917182.000000 Penalty: 6003.001953
	Iteration 1F: 3 clusters Score -2.391718e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100242 members 
Mstep: Class 2 contains 80139 members 
Entering Unmasked Estep 
Score: -23919094.000000 Penalty: 6003.001953
	Iteration 2Q: 3 clusters Score -2.391909e+07 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107028 members 
Mstep: Class 2 contains 73353 members 
Entering Unmasked Estep 
Score: -23922800.000000 Penalty: 6003.001953
	Iteration 3Q: 3 clusters Score -2.39228e+07 nChanged 11206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116836 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -23929250.000000 Penalty: 6003.001953
	Iteration 4F: 3 clusters Score -2.392925e+07 nChanged 13974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129700 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -23939210.000000 Penalty: 6003.001953
	Iteration 5F: 3 clusters Score -2.393921e+07 nChanged 15183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144097 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -23952168.000000 Penalty: 6003.001953
	Iteration 6F: 3 clusters Score -2.395217e+07 nChanged 13808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157499 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -23964224.000000 Penalty: 6003.001953
	Iteration 7F: 3 clusters Score -2.396422e+07 nChanged 10374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167741 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -23972620.000000 Penalty: 6003.001953
	Iteration 8F: 3 clusters Score -2.397262e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174173 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -23977426.000000 Penalty: 6003.001953
	Iteration 9Q: 3 clusters Score -2.397743e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177550 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -23979664.000000 Penalty: 6003.001953
	Iteration 10Q: 3 clusters Score -2.397966e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179009 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -23980530.000000 Penalty: 6003.001953
	Iteration 11Q: 3 clusters Score -2.398053e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179594 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -23980950.000000 Penalty: 6003.001953
	Iteration 12Q: 3 clusters Score -2.398095e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179828 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -23981112.000000 Penalty: 6003.001953
	Iteration 13Q: 3 clusters Score -2.398111e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179909 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -23981206.000000 Penalty: 6003.001953
	Iteration 14Q: 3 clusters Score -2.398121e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179947 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -23981276.000000 Penalty: 6003.001953
	Iteration 15Q: 3 clusters Score -2.398128e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179977 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -23981328.000000 Penalty: 6003.001953
	Iteration 16Q: 3 clusters Score -2.398133e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179994 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -23981374.000000 Penalty: 6003.001953
	Iteration 17Q: 3 clusters Score -2.398137e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180004 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -23981404.000000 Penalty: 6003.001953
	Iteration 18Q: 3 clusters Score -2.39814e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180014 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -23981402.000000 Penalty: 6003.001953
	Iteration 19Q: 3 clusters Score -2.39814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180019 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -23981418.000000 Penalty: 6003.001953
	Iteration 20F: 3 clusters Score -2.398142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180019 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -23981400.000000 Penalty: 6003.001953
	Iteration 21Q: 3 clusters Score -2.39814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180024 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -23981408.000000 Penalty: 6003.001953
	Iteration 22Q: 3 clusters Score -2.398141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180027 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -23981426.000000 Penalty: 6003.001953
	Iteration 23Q: 3 clusters Score -2.398143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180027 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -23981416.000000 Penalty: 6003.001953
	Iteration 24Q: 3 clusters Score -2.398142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180026 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -23981432.000000 Penalty: 6003.001953
	Iteration 25Q: 3 clusters Score -2.398143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180027 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -23981418.000000 Penalty: 6003.001953
	Iteration 26Q: 3 clusters Score -2.398142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180027 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -23981418.000000 Penalty: 6003.001953
	Iteration 27F: 3 clusters Score -2.398142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69367 members 
Entering Unmasked Estep 
Score: -9188595.000000 Penalty: 2764.497314
	Iteration 0F: 2 clusters Score -9188595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -9142156.000000 Penalty: 5528.994629
	Iteration 0F: 3 clusters Score -9142156 nChanged 32528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -9160681.000000 Penalty: 5528.994629
	Iteration 1F: 3 clusters Score -9160681 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -9161687.000000 Penalty: 5528.994629
	Iteration 2Q: 3 clusters Score -9161687 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -9162959.000000 Penalty: 5528.994629
	Iteration 3Q: 3 clusters Score -9162959 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -9165151.000000 Penalty: 5528.994629
	Iteration 4F: 3 clusters Score -9165151 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 51028 members 
Entering Unmasked Estep 
Score: -9168809.000000 Penalty: 5528.994629
	Iteration 5F: 3 clusters Score -9168809 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 56813 members 
Entering Unmasked Estep 
Score: -9173864.000000 Penalty: 5528.994629
	Iteration 6F: 3 clusters Score -9173864 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 62368 members 
Entering Unmasked Estep 
Score: -9179385.000000 Penalty: 5528.994629
	Iteration 7F: 3 clusters Score -9179385 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 66320 members 
Entering Unmasked Estep 
Score: -9183327.000000 Penalty: 5528.994629
	Iteration 8F: 3 clusters Score -9183327 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 68182 members 
Entering Unmasked Estep 
Score: -9185188.000000 Penalty: 5528.994629
	Iteration 9Q: 3 clusters Score -9185188 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 68771 members 
Entering Unmasked Estep 
Score: -9185807.000000 Penalty: 5528.994629
	Iteration 10Q: 3 clusters Score -9185807 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 68912 members 
Entering Unmasked Estep 
Score: -9186159.000000 Penalty: 5528.994629
	Iteration 11Q: 3 clusters Score -9186159 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 68923 members 
Entering Unmasked Estep 
Score: -9186320.000000 Penalty: 5528.994629
	Iteration 12Q: 3 clusters Score -9186320 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 68927 members 
Entering Unmasked Estep 
Score: -9186400.000000 Penalty: 5528.994629
	Iteration 13Q: 3 clusters Score -9186400 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 68908 members 
Entering Unmasked Estep 
Score: -9186472.000000 Penalty: 5528.994629
	Iteration 14Q: 3 clusters Score -9186472 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
Score: -9186531.000000 Penalty: 5528.994629
	Iteration 15Q: 3 clusters Score -9186531 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 68849 members 
Entering Unmasked Estep 
Score: -9186593.000000 Penalty: 5528.994629
	Iteration 16Q: 3 clusters Score -9186593 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 68828 members 
Entering Unmasked Estep 
Score: -9186685.000000 Penalty: 5528.994629
	Iteration 17Q: 3 clusters Score -9186685 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 68800 members 
Entering Unmasked Estep 
Score: -9186775.000000 Penalty: 5528.994629
	Iteration 18Q: 3 clusters Score -9186775 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 68767 members 
Entering Unmasked Estep 
Score: -9186890.000000 Penalty: 5528.994629
	Iteration 19Q: 3 clusters Score -9186890 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 68726 members 
Entering Unmasked Estep 
Score: -9187013.000000 Penalty: 5528.994629
	Iteration 20F: 3 clusters Score -9187013 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 68667 members 
Entering Unmasked Estep 
Score: -9187116.000000 Penalty: 5528.994629
	Iteration 21Q: 3 clusters Score -9187116 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 68608 members 
Entering Unmasked Estep 
Score: -9187209.000000 Penalty: 5528.994629
	Iteration 22Q: 3 clusters Score -9187209 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 68540 members 
Entering Unmasked Estep 
Score: -9187304.000000 Penalty: 5528.994629
	Iteration 23Q: 3 clusters Score -9187304 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 68486 members 
Entering Unmasked Estep 
Score: -9187340.000000 Penalty: 5528.994629
	Iteration 24Q: 3 clusters Score -9187340 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -9187378.000000 Penalty: 5528.994629
	Iteration 25Q: 3 clusters Score -9187378 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 68389 members 
Entering Unmasked Estep 
Score: -9187400.000000 Penalty: 5528.994629
	Iteration 26Q: 3 clusters Score -9187400 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 68352 members 
Entering Unmasked Estep 
Score: -9187435.000000 Penalty: 5528.994629
	Iteration 27Q: 3 clusters Score -9187435 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 68322 members 
Entering Unmasked Estep 
Score: -9187461.000000 Penalty: 5528.994629
	Iteration 28Q: 3 clusters Score -9187461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 68293 members 
Entering Unmasked Estep 
Score: -9187475.000000 Penalty: 5528.994629
	Iteration 29Q: 3 clusters Score -9187475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 68279 members 
Entering Unmasked Estep 
Score: -9187484.000000 Penalty: 5528.994629
	Iteration 30Q: 3 clusters Score -9187484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 68265 members 
Entering Unmasked Estep 
Score: -9187495.000000 Penalty: 5528.994629
	Iteration 31Q: 3 clusters Score -9187495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 68252 members 
Entering Unmasked Estep 
Score: -9187511.000000 Penalty: 5528.994629
	Iteration 32Q: 3 clusters Score -9187511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 68236 members 
Entering Unmasked Estep 
Score: -9187520.000000 Penalty: 5528.994629
	Iteration 33Q: 3 clusters Score -9187520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -9187519.000000 Penalty: 5528.994629
	Iteration 34Q: 3 clusters Score -9187519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 68200 members 
Entering Unmasked Estep 
Score: -9187543.000000 Penalty: 5528.994629
	Iteration 35Q: 3 clusters Score -9187543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 68185 members 
Entering Unmasked Estep 
Score: -9187533.000000 Penalty: 5528.994629
	Iteration 36Q: 3 clusters Score -9187533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 68178 members 
Entering Unmasked Estep 
Score: -9187526.000000 Penalty: 5528.994629
	Iteration 37Q: 3 clusters Score -9187526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 68171 members 
Entering Unmasked Estep 
Score: -9187530.000000 Penalty: 5528.994629
	Iteration 38Q: 3 clusters Score -9187530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 68161 members 
Entering Unmasked Estep 
Score: -9187533.000000 Penalty: 5528.994629
	Iteration 39Q: 3 clusters Score -9187533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 68155 members 
Entering Unmasked Estep 
Score: -9187542.000000 Penalty: 5528.994629
	Iteration 40F: 3 clusters Score -9187542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 68146 members 
Entering Unmasked Estep 
Score: -9187557.000000 Penalty: 5528.994629
	Iteration 41Q: 3 clusters Score -9187557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 68137 members 
Entering Unmasked Estep 
Score: -9187559.000000 Penalty: 5528.994629
	Iteration 42Q: 3 clusters Score -9187559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 68132 members 
Entering Unmasked Estep 
Score: -9187564.000000 Penalty: 5528.994629
	Iteration 43Q: 3 clusters Score -9187564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 68128 members 
Entering Unmasked Estep 
Score: -9187562.000000 Penalty: 5528.994629
	Iteration 44Q: 3 clusters Score -9187562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 68122 members 
Entering Unmasked Estep 
Score: -9187563.000000 Penalty: 5528.994629
	Iteration 45Q: 3 clusters Score -9187563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 68119 members 
Entering Unmasked Estep 
Score: -9187556.000000 Penalty: 5528.994629
	Iteration 46Q: 3 clusters Score -9187556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 68113 members 
Entering Unmasked Estep 
Score: -9187553.000000 Penalty: 5528.994629
	Iteration 47Q: 3 clusters Score -9187553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 68107 members 
Entering Unmasked Estep 
Score: -9187561.000000 Penalty: 5528.994629
	Iteration 48Q: 3 clusters Score -9187561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 68104 members 
Entering Unmasked Estep 
Score: -9187564.000000 Penalty: 5528.994629
	Iteration 49Q: 3 clusters Score -9187564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 68101 members 
Entering Unmasked Estep 
Score: -9187562.000000 Penalty: 5528.994629
	Iteration 50Q: 3 clusters Score -9187562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 68100 members 
Entering Unmasked Estep 
Score: -9187562.000000 Penalty: 5528.994629
	Iteration 51Q: 3 clusters Score -9187562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 68100 members 
Entering Unmasked Estep 
Score: -9187562.000000 Penalty: 5528.994629
	Iteration 52F: 3 clusters Score -9187562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Entering Unmasked Estep 
Score: -409158.531250 Penalty: 2015.742920
	Iteration 0F: 2 clusters Score -409158.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -405684.031250 Penalty: 4031.485840
	Iteration 0F: 3 clusters Score -405684 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -406550.750000 Penalty: 4031.485840
	Iteration 1F: 3 clusters Score -406550.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -406769.593750 Penalty: 4031.485840
	Iteration 2F: 3 clusters Score -406769.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -406912.250000 Penalty: 4031.485840
	Iteration 3Q: 3 clusters Score -406912.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -407015.218750 Penalty: 4031.485840
	Iteration 4Q: 3 clusters Score -407015.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -407102.656250 Penalty: 4031.485840
	Iteration 5Q: 3 clusters Score -407102.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -407153.968750 Penalty: 4031.485840
	Iteration 6Q: 3 clusters Score -407154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -407191.468750 Penalty: 4031.485840
	Iteration 7Q: 3 clusters Score -407191.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -407223.093750 Penalty: 4031.485840
	Iteration 8Q: 3 clusters Score -407223.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -407244.937500 Penalty: 4031.485840
	Iteration 9Q: 3 clusters Score -407244.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -407262.781250 Penalty: 4031.485840
	Iteration 10Q: 3 clusters Score -407262.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -407279.687500 Penalty: 4031.485840
	Iteration 11Q: 3 clusters Score -407279.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -407295.375000 Penalty: 4031.485840
	Iteration 12Q: 3 clusters Score -407295.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -407314.156250 Penalty: 4031.485840
	Iteration 13Q: 3 clusters Score -407314.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -407323.468750 Penalty: 4031.485840
	Iteration 14Q: 3 clusters Score -407323.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -407331.937500 Penalty: 4031.485840
	Iteration 15Q: 3 clusters Score -407331.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -407342.218750 Penalty: 4031.485840
	Iteration 16Q: 3 clusters Score -407342.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -407355.125000 Penalty: 4031.485840
	Iteration 17Q: 3 clusters Score -407355.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -407370.562500 Penalty: 4031.485840
	Iteration 18Q: 3 clusters Score -407370.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -407387.718750 Penalty: 4031.485840
	Iteration 19Q: 3 clusters Score -407387.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -407403.718750 Penalty: 4031.485840
	Iteration 20F: 3 clusters Score -407403.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -407418.968750 Penalty: 4031.485840
	Iteration 21Q: 3 clusters Score -407419 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -407436.781250 Penalty: 4031.485840
	Iteration 22Q: 3 clusters Score -407436.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -407456.375000 Penalty: 4031.485840
	Iteration 23Q: 3 clusters Score -407456.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -407483.593750 Penalty: 4031.485840
	Iteration 24Q: 3 clusters Score -407483.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -407507.375000 Penalty: 4031.485840
	Iteration 25Q: 3 clusters Score -407507.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -407535.468750 Penalty: 4031.485840
	Iteration 26Q: 3 clusters Score -407535.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -407553.625000 Penalty: 4031.485840
	Iteration 27Q: 3 clusters Score -407553.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -407568.218750 Penalty: 4031.485840
	Iteration 28Q: 3 clusters Score -407568.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -407585.343750 Penalty: 4031.485840
	Iteration 29Q: 3 clusters Score -407585.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -407599.531250 Penalty: 4031.485840
	Iteration 30Q: 3 clusters Score -407599.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -407616.187500 Penalty: 4031.485840
	Iteration 31Q: 3 clusters Score -407616.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -407626.781250 Penalty: 4031.485840
	Iteration 32Q: 3 clusters Score -407626.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -407639.500000 Penalty: 4031.485840
	Iteration 33Q: 3 clusters Score -407639.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -407651.531250 Penalty: 4031.485840
	Iteration 34Q: 3 clusters Score -407651.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -407660.968750 Penalty: 4031.485840
	Iteration 35Q: 3 clusters Score -407661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -407667.687500 Penalty: 4031.485840
	Iteration 36Q: 3 clusters Score -407667.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -407676.031250 Penalty: 4031.485840
	Iteration 37Q: 3 clusters Score -407676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -407684.812500 Penalty: 4031.485840
	Iteration 38Q: 3 clusters Score -407684.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -407695.562500 Penalty: 4031.485840
	Iteration 39Q: 3 clusters Score -407695.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -407705.781250 Penalty: 4031.485840
	Iteration 40F: 3 clusters Score -407705.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -407721.500000 Penalty: 4031.485840
	Iteration 41Q: 3 clusters Score -407721.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -407738.718750 Penalty: 4031.485840
	Iteration 42Q: 3 clusters Score -407738.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -407749.156250 Penalty: 4031.485840
	Iteration 43Q: 3 clusters Score -407749.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -407760.500000 Penalty: 4031.485840
	Iteration 44Q: 3 clusters Score -407760.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -407770.125000 Penalty: 4031.485840
	Iteration 45Q: 3 clusters Score -407770.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -407780.718750 Penalty: 4031.485840
	Iteration 46Q: 3 clusters Score -407780.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -407794.468750 Penalty: 4031.485840
	Iteration 47Q: 3 clusters Score -407794.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -407810.000000 Penalty: 4031.485840
	Iteration 48Q: 3 clusters Score -407810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -407823.937500 Penalty: 4031.485840
	Iteration 49Q: 3 clusters Score -407823.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -407835.437500 Penalty: 4031.485840
	Iteration 50Q: 3 clusters Score -407835.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -407846.562500 Penalty: 4031.485840
	Iteration 51Q: 3 clusters Score -407846.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -407853.218750 Penalty: 4031.485840
	Iteration 52Q: 3 clusters Score -407853.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -407856.500000 Penalty: 4031.485840
	Iteration 53Q: 3 clusters Score -407856.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -407858.812500 Penalty: 4031.485840
	Iteration 54Q: 3 clusters Score -407858.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -407862.687500 Penalty: 4031.485840
	Iteration 55Q: 3 clusters Score -407862.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -407863.750000 Penalty: 4031.485840
	Iteration 56Q: 3 clusters Score -407863.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -407866.250000 Penalty: 4031.485840
	Iteration 57Q: 3 clusters Score -407866.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -407866.500000 Penalty: 4031.485840
	Iteration 58Q: 3 clusters Score -407866.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -407867.187500 Penalty: 4031.485840
	Iteration 59Q: 3 clusters Score -407867.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -407867.187500 Penalty: 4031.485840
	Iteration 60F: 3 clusters Score -407867.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Entering Unmasked Estep 
Score: -350658.343750 Penalty: 2001.584595
	Iteration 0F: 2 clusters Score -350658.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -347785.500000 Penalty: 4003.169189
	Iteration 0F: 3 clusters Score -347785.5 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -352206.625000 Penalty: 4003.169189
	Iteration 1F: 3 clusters Score -352206.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -355627.000000 Penalty: 4003.169189
	Iteration 2F: 3 clusters Score -355627 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -357158.906250 Penalty: 4003.169189
	Iteration 3F: 3 clusters Score -357158.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -357472.031250 Penalty: 4003.169189
	Iteration 4Q: 3 clusters Score -357472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -357595.250000 Penalty: 4003.169189
	Iteration 5Q: 3 clusters Score -357595.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -357698.875000 Penalty: 4003.169189
	Iteration 6Q: 3 clusters Score -357698.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -357750.218750 Penalty: 4003.169189
	Iteration 7Q: 3 clusters Score -357750.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -357773.375000 Penalty: 4003.169189
	Iteration 8Q: 3 clusters Score -357773.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -357787.281250 Penalty: 4003.169189
	Iteration 9Q: 3 clusters Score -357787.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -357795.562500 Penalty: 4003.169189
	Iteration 10Q: 3 clusters Score -357795.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -357801.343750 Penalty: 4003.169189
	Iteration 11Q: 3 clusters Score -357801.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -357808.906250 Penalty: 4003.169189
	Iteration 12Q: 3 clusters Score -357808.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -357813.281250 Penalty: 4003.169189
	Iteration 13Q: 3 clusters Score -357813.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -357823.093750 Penalty: 4003.169189
	Iteration 14Q: 3 clusters Score -357823.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -357831.250000 Penalty: 4003.169189
	Iteration 15Q: 3 clusters Score -357831.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -357834.937500 Penalty: 4003.169189
	Iteration 16Q: 3 clusters Score -357834.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -357836.218750 Penalty: 4003.169189
	Iteration 17Q: 3 clusters Score -357836.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -357836.968750 Penalty: 4003.169189
	Iteration 18Q: 3 clusters Score -357837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -357837.062500 Penalty: 4003.169189
	Iteration 19Q: 3 clusters Score -357837.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -357885.312500 Penalty: 4003.169189
	Iteration 20F: 3 clusters Score -357885.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -358000.750000 Penalty: 4003.169189
	Iteration 21Q: 3 clusters Score -358000.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -358028.343750 Penalty: 4003.169189
	Iteration 22Q: 3 clusters Score -358028.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -358031.843750 Penalty: 4003.169189
	Iteration 23Q: 3 clusters Score -358031.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -358031.843750 Penalty: 4003.169189
	Iteration 24F: 3 clusters Score -358031.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3612 members 
Mstep: Class 3 contains 161089 members 
Mstep: Class 4 contains 28080 members 
Mstep: Class 5 contains 158793 members 
Mstep: Class 6 contains 84587 members 
Mstep: Class 7 contains 3035 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 9 contains 1576 members 
Mstep: Class 10 contains 155750 members 
Mstep: Class 11 contains 180381 members 
Mstep: Class 12 contains 69367 members 
Mstep: Class 14 contains 3388 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 18 contains 160157 members 
Mstep: Class 19 contains 132174 members 
Mstep: Class 20 contains 157466 members 
Mstep: Class 21 contains 63640 members 
Mstep: Class 22 contains 6849 members 
Entering Unmasked Estep 
Score: -180375424.000000 Penalty: 66618.078125
Splitting cluster 16 changes total score from -180367168.000000 to -180375424.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 18 (160157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160157 members 
Entering Unmasked Estep 
Score: -21267264.000000 Penalty: 2972.009521
	Iteration 0F: 2 clusters Score -2.126726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80164 members 
Mstep: Class 2 contains 79993 members 
Entering Unmasked Estep 
Score: -21162844.000000 Penalty: 5944.019043
	Iteration 0F: 3 clusters Score -2.116284e+07 nChanged 76556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78822 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -21208256.000000 Penalty: 5944.019043
	Iteration 1F: 3 clusters Score -2.120826e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77556 members 
Mstep: Class 2 contains 82601 members 
Entering Unmasked Estep 
Score: -21210480.000000 Penalty: 5944.019043
	Iteration 2Q: 3 clusters Score -2.121048e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75676 members 
Mstep: Class 2 contains 84481 members 
Entering Unmasked Estep 
Score: -21213536.000000 Penalty: 5944.019043
	Iteration 3Q: 3 clusters Score -2.121354e+07 nChanged 8707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73073 members 
Mstep: Class 2 contains 87084 members 
Entering Unmasked Estep 
Score: -21217584.000000 Penalty: 5944.019043
	Iteration 4F: 3 clusters Score -2.121758e+07 nChanged 9656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69961 members 
Mstep: Class 2 contains 90196 members 
Entering Unmasked Estep 
Score: -21222598.000000 Penalty: 5944.019043
	Iteration 5F: 3 clusters Score -2.12226e+07 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66434 members 
Mstep: Class 2 contains 93723 members 
Entering Unmasked Estep 
Score: -21228278.000000 Penalty: 5944.019043
	Iteration 6F: 3 clusters Score -2.122828e+07 nChanged 9788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 97235 members 
Entering Unmasked Estep 
Score: -21233902.000000 Penalty: 5944.019043
	Iteration 7F: 3 clusters Score -2.12339e+07 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59634 members 
Mstep: Class 2 contains 100523 members 
Entering Unmasked Estep 
Score: -21239506.000000 Penalty: 5944.019043
	Iteration 8F: 3 clusters Score -2.123951e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56939 members 
Mstep: Class 2 contains 103218 members 
Entering Unmasked Estep 
Score: -21243822.000000 Penalty: 5944.019043
	Iteration 9Q: 3 clusters Score -2.124382e+07 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Mstep: Class 2 contains 105490 members 
Entering Unmasked Estep 
Score: -21246854.000000 Penalty: 5944.019043
	Iteration 10Q: 3 clusters Score -2.124685e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 107503 members 
Entering Unmasked Estep 
Score: -21248514.000000 Penalty: 5944.019043
	Iteration 11Q: 3 clusters Score -2.124851e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 109586 members 
Entering Unmasked Estep 
Score: -21249652.000000 Penalty: 5944.019043
	Iteration 12Q: 3 clusters Score -2.124965e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 111825 members 
Entering Unmasked Estep 
Score: -21250664.000000 Penalty: 5944.019043
	Iteration 13Q: 3 clusters Score -2.125066e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 114219 members 
Entering Unmasked Estep 
Score: -21251606.000000 Penalty: 5944.019043
	Iteration 14Q: 3 clusters Score -2.125161e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 116684 members 
Entering Unmasked Estep 
Score: -21252772.000000 Penalty: 5944.019043
	Iteration 15Q: 3 clusters Score -2.125277e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 119176 members 
Entering Unmasked Estep 
Score: -21254088.000000 Penalty: 5944.019043
	Iteration 16Q: 3 clusters Score -2.125409e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 121731 members 
Entering Unmasked Estep 
Score: -21255256.000000 Penalty: 5944.019043
	Iteration 17Q: 3 clusters Score -2.125526e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 124128 members 
Entering Unmasked Estep 
Score: -21256446.000000 Penalty: 5944.019043
	Iteration 18Q: 3 clusters Score -2.125645e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 126470 members 
Entering Unmasked Estep 
Score: -21257596.000000 Penalty: 5944.019043
	Iteration 19Q: 3 clusters Score -2.12576e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 128761 members 
Entering Unmasked Estep 
Score: -21258632.000000 Penalty: 5944.019043
	Iteration 20F: 3 clusters Score -2.125863e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 130886 members 
Entering Unmasked Estep 
Score: -21259594.000000 Penalty: 5944.019043
	Iteration 21Q: 3 clusters Score -2.125959e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 132914 members 
Entering Unmasked Estep 
Score: -21260364.000000 Penalty: 5944.019043
	Iteration 22Q: 3 clusters Score -2.126036e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 134813 members 
Entering Unmasked Estep 
Score: -21261004.000000 Penalty: 5944.019043
	Iteration 23Q: 3 clusters Score -2.1261e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 136655 members 
Entering Unmasked Estep 
Score: -21261616.000000 Penalty: 5944.019043
	Iteration 24Q: 3 clusters Score -2.126162e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 138405 members 
Entering Unmasked Estep 
Score: -21262204.000000 Penalty: 5944.019043
	Iteration 25Q: 3 clusters Score -2.12622e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 140023 members 
Entering Unmasked Estep 
Score: -21262822.000000 Penalty: 5944.019043
	Iteration 26Q: 3 clusters Score -2.126282e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 141496 members 
Entering Unmasked Estep 
Score: -21263372.000000 Penalty: 5944.019043
	Iteration 27Q: 3 clusters Score -2.126337e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 142875 members 
Entering Unmasked Estep 
Score: -21263836.000000 Penalty: 5944.019043
	Iteration 28Q: 3 clusters Score -2.126384e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 144147 members 
Entering Unmasked Estep 
Score: -21264250.000000 Penalty: 5944.019043
	Iteration 29Q: 3 clusters Score -2.126425e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 145322 members 
Entering Unmasked Estep 
Score: -21264614.000000 Penalty: 5944.019043
	Iteration 30Q: 3 clusters Score -2.126461e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 146421 members 
Entering Unmasked Estep 
Score: -21264992.000000 Penalty: 5944.019043
	Iteration 31Q: 3 clusters Score -2.126499e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 147521 members 
Entering Unmasked Estep 
Score: -21265482.000000 Penalty: 5944.019043
	Iteration 32Q: 3 clusters Score -2.126548e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 148533 members 
Entering Unmasked Estep 
Score: -21265810.000000 Penalty: 5944.019043
	Iteration 33Q: 3 clusters Score -2.126581e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 149545 members 
Entering Unmasked Estep 
Score: -21266114.000000 Penalty: 5944.019043
	Iteration 34Q: 3 clusters Score -2.126611e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 150469 members 
Entering Unmasked Estep 
Score: -21266294.000000 Penalty: 5944.019043
	Iteration 35Q: 3 clusters Score -2.126629e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 151297 members 
Entering Unmasked Estep 
Score: -21266370.000000 Penalty: 5944.019043
	Iteration 36Q: 3 clusters Score -2.126637e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 152050 members 
Entering Unmasked Estep 
Score: -21266462.000000 Penalty: 5944.019043
	Iteration 37Q: 3 clusters Score -2.126646e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 152734 members 
Entering Unmasked Estep 
Score: -21266646.000000 Penalty: 5944.019043
	Iteration 38Q: 3 clusters Score -2.126665e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 153373 members 
Entering Unmasked Estep 
Score: -21266808.000000 Penalty: 5944.019043
	Iteration 39Q: 3 clusters Score -2.126681e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 153930 members 
Entering Unmasked Estep 
Score: -21266898.000000 Penalty: 5944.019043
	Iteration 40F: 3 clusters Score -2.12669e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 154402 members 
Entering Unmasked Estep 
Score: -21266850.000000 Penalty: 5944.019043
	Iteration 41Q: 3 clusters Score -2.126685e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 154806 members 
Entering Unmasked Estep 
Score: -21266812.000000 Penalty: 5944.019043
	Iteration 42Q: 3 clusters Score -2.126681e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 155150 members 
Entering Unmasked Estep 
Score: -21266806.000000 Penalty: 5944.019043
	Iteration 43Q: 3 clusters Score -2.126681e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 155466 members 
Entering Unmasked Estep 
Score: -21266786.000000 Penalty: 5944.019043
	Iteration 44Q: 3 clusters Score -2.126679e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 155746 members 
Entering Unmasked Estep 
Score: -21266724.000000 Penalty: 5944.019043
	Iteration 45Q: 3 clusters Score -2.126672e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 155978 members 
Entering Unmasked Estep 
Score: -21266680.000000 Penalty: 5944.019043
	Iteration 46Q: 3 clusters Score -2.126668e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 156188 members 
Entering Unmasked Estep 
Score: -21266680.000000 Penalty: 5944.019043
	Iteration 47Q: 3 clusters Score -2.126668e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 156360 members 
Entering Unmasked Estep 
Score: -21266594.000000 Penalty: 5944.019043
	Iteration 48Q: 3 clusters Score -2.126659e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 156523 members 
Entering Unmasked Estep 
Score: -21266572.000000 Penalty: 5944.019043
	Iteration 49Q: 3 clusters Score -2.126657e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 156667 members 
Entering Unmasked Estep 
Score: -21266600.000000 Penalty: 5944.019043
	Iteration 50Q: 3 clusters Score -2.12666e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 156796 members 
Entering Unmasked Estep 
Score: -21266596.000000 Penalty: 5944.019043
	Iteration 51Q: 3 clusters Score -2.12666e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 156905 members 
Entering Unmasked Estep 
Score: -21266568.000000 Penalty: 5944.019043
	Iteration 52Q: 3 clusters Score -2.126657e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 156978 members 
Entering Unmasked Estep 
Score: -21266596.000000 Penalty: 5944.019043
	Iteration 53Q: 3 clusters Score -2.12666e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 157045 members 
Entering Unmasked Estep 
Score: -21266578.000000 Penalty: 5944.019043
	Iteration 54Q: 3 clusters Score -2.126658e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 157102 members 
Entering Unmasked Estep 
Score: -21266596.000000 Penalty: 5944.019043
	Iteration 55Q: 3 clusters Score -2.12666e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 157156 members 
Entering Unmasked Estep 
Score: -21266564.000000 Penalty: 5944.019043
	Iteration 56Q: 3 clusters Score -2.126656e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 157196 members 
Entering Unmasked Estep 
Score: -21266566.000000 Penalty: 5944.019043
	Iteration 57Q: 3 clusters Score -2.126657e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 157235 members 
Entering Unmasked Estep 
Score: -21266564.000000 Penalty: 5944.019043
	Iteration 58Q: 3 clusters Score -2.126656e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 157257 members 
Entering Unmasked Estep 
Score: -21266554.000000 Penalty: 5944.019043
	Iteration 59Q: 3 clusters Score -2.126655e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 157280 members 
Entering Unmasked Estep 
Score: -21266550.000000 Penalty: 5944.019043
	Iteration 60F: 3 clusters Score -2.126655e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 157300 members 
Entering Unmasked Estep 
Score: -21266548.000000 Penalty: 5944.019043
	Iteration 61Q: 3 clusters Score -2.126655e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 157316 members 
Entering Unmasked Estep 
Score: -21266566.000000 Penalty: 5944.019043
	Iteration 62Q: 3 clusters Score -2.126657e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 157332 members 
Entering Unmasked Estep 
Score: -21266562.000000 Penalty: 5944.019043
	Iteration 63Q: 3 clusters Score -2.126656e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 157351 members 
Entering Unmasked Estep 
Score: -21266604.000000 Penalty: 5944.019043
	Iteration 64Q: 3 clusters Score -2.12666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 157367 members 
Entering Unmasked Estep 
Score: -21266604.000000 Penalty: 5944.019043
	Iteration 65Q: 3 clusters Score -2.12666e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 157393 members 
Entering Unmasked Estep 
Score: -21266574.000000 Penalty: 5944.019043
	Iteration 66Q: 3 clusters Score -2.126657e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 157411 members 
Entering Unmasked Estep 
Score: -21266566.000000 Penalty: 5944.019043
	Iteration 67Q: 3 clusters Score -2.126657e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 157430 members 
Entering Unmasked Estep 
Score: -21266564.000000 Penalty: 5944.019043
	Iteration 68Q: 3 clusters Score -2.126656e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 157443 members 
Entering Unmasked Estep 
Score: -21266552.000000 Penalty: 5944.019043
	Iteration 69Q: 3 clusters Score -2.126655e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 157458 members 
Entering Unmasked Estep 
Score: -21266556.000000 Penalty: 5944.019043
	Iteration 70Q: 3 clusters Score -2.126656e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 157474 members 
Entering Unmasked Estep 
Score: -21266550.000000 Penalty: 5944.019043
	Iteration 71Q: 3 clusters Score -2.126655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 157484 members 
Entering Unmasked Estep 
Score: -21266582.000000 Penalty: 5944.019043
	Iteration 72Q: 3 clusters Score -2.126658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 157494 members 
Entering Unmasked Estep 
Score: -21266560.000000 Penalty: 5944.019043
	Iteration 73Q: 3 clusters Score -2.126656e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 157508 members 
Entering Unmasked Estep 
Score: -21266576.000000 Penalty: 5944.019043
	Iteration 74Q: 3 clusters Score -2.126658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 157518 members 
Entering Unmasked Estep 
Score: -21266578.000000 Penalty: 5944.019043
	Iteration 75Q: 3 clusters Score -2.126658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 157530 members 
Entering Unmasked Estep 
Score: -21266576.000000 Penalty: 5944.019043
	Iteration 76Q: 3 clusters Score -2.126658e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 157539 members 
Entering Unmasked Estep 
Score: -21266580.000000 Penalty: 5944.019043
	Iteration 77Q: 3 clusters Score -2.126658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 157541 members 
Entering Unmasked Estep 
Score: -21266586.000000 Penalty: 5944.019043
	Iteration 78Q: 3 clusters Score -2.126659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 157544 members 
Entering Unmasked Estep 
Score: -21266578.000000 Penalty: 5944.019043
	Iteration 79Q: 3 clusters Score -2.126658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 157547 members 
Entering Unmasked Estep 
Score: -21266574.000000 Penalty: 5944.019043
	Iteration 80F: 3 clusters Score -2.126657e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 157553 members 
Entering Unmasked Estep 
Score: -21266578.000000 Penalty: 5944.019043
	Iteration 81Q: 3 clusters Score -2.126658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 157556 members 
Entering Unmasked Estep 
Score: -21266596.000000 Penalty: 5944.019043
	Iteration 82Q: 3 clusters Score -2.12666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 157562 members 
Entering Unmasked Estep 
Score: -21266604.000000 Penalty: 5944.019043
	Iteration 83Q: 3 clusters Score -2.12666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 157569 members 
Entering Unmasked Estep 
Score: -21266606.000000 Penalty: 5944.019043
	Iteration 84Q: 3 clusters Score -2.126661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 157577 members 
Entering Unmasked Estep 
Score: -21266596.000000 Penalty: 5944.019043
	Iteration 85Q: 3 clusters Score -2.12666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 157582 members 
Entering Unmasked Estep 
Score: -21266600.000000 Penalty: 5944.019043
	Iteration 86Q: 3 clusters Score -2.12666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 157589 members 
Entering Unmasked Estep 
Score: -21266590.000000 Penalty: 5944.019043
	Iteration 87Q: 3 clusters Score -2.126659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 157594 members 
Entering Unmasked Estep 
Score: -21266592.000000 Penalty: 5944.019043
	Iteration 88Q: 3 clusters Score -2.126659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 157598 members 
Entering Unmasked Estep 
Score: -21266578.000000 Penalty: 5944.019043
	Iteration 89Q: 3 clusters Score -2.126658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 157605 members 
Entering Unmasked Estep 
Score: -21266600.000000 Penalty: 5944.019043
	Iteration 90Q: 3 clusters Score -2.12666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 157611 members 
Entering Unmasked Estep 
Score: -21266588.000000 Penalty: 5944.019043
	Iteration 91Q: 3 clusters Score -2.126659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 157618 members 
Entering Unmasked Estep 
Score: -21266572.000000 Penalty: 5944.019043
	Iteration 92Q: 3 clusters Score -2.126657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 157622 members 
Entering Unmasked Estep 
Score: -21266578.000000 Penalty: 5944.019043
	Iteration 93Q: 3 clusters Score -2.126658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 157630 members 
Entering Unmasked Estep 
Score: -21266582.000000 Penalty: 5944.019043
	Iteration 94Q: 3 clusters Score -2.126658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 157635 members 
Entering Unmasked Estep 
Score: -21266588.000000 Penalty: 5944.019043
	Iteration 95Q: 3 clusters Score -2.126659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 157638 members 
Entering Unmasked Estep 
Score: -21266582.000000 Penalty: 5944.019043
	Iteration 96Q: 3 clusters Score -2.126658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 157643 members 
Entering Unmasked Estep 
Score: -21266578.000000 Penalty: 5944.019043
	Iteration 97Q: 3 clusters Score -2.126658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 157647 members 
Entering Unmasked Estep 
Score: -21266576.000000 Penalty: 5944.019043
	Iteration 98Q: 3 clusters Score -2.126658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 157650 members 
Entering Unmasked Estep 
Score: -21266582.000000 Penalty: 5944.019043
	Iteration 99Q: 3 clusters Score -2.126658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 157658 members 
Entering Unmasked Estep 
Score: -21266566.000000 Penalty: 5944.019043
	Iteration 100F: 3 clusters Score -2.126657e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 157666 members 
Entering Unmasked Estep 
Score: -21266550.000000 Penalty: 5944.019043
	Iteration 101Q: 3 clusters Score -2.126655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 157668 members 
Entering Unmasked Estep 
Score: -21266556.000000 Penalty: 5944.019043
	Iteration 102Q: 3 clusters Score -2.126656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 157671 members 
Entering Unmasked Estep 
Score: -21266568.000000 Penalty: 5944.019043
	Iteration 103Q: 3 clusters Score -2.126657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 157672 members 
Entering Unmasked Estep 
Score: -21266558.000000 Penalty: 5944.019043
	Iteration 104Q: 3 clusters Score -2.126656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 157675 members 
Entering Unmasked Estep 
Score: -21266554.000000 Penalty: 5944.019043
	Iteration 105Q: 3 clusters Score -2.126655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 157676 members 
Entering Unmasked Estep 
Score: -21266560.000000 Penalty: 5944.019043
	Iteration 106Q: 3 clusters Score -2.126656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 157679 members 
Entering Unmasked Estep 
Score: -21266556.000000 Penalty: 5944.019043
	Iteration 107Q: 3 clusters Score -2.126656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 157689 members 
Entering Unmasked Estep 
Score: -21266548.000000 Penalty: 5944.019043
	Iteration 108Q: 3 clusters Score -2.126655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 157696 members 
Entering Unmasked Estep 
Score: -21266550.000000 Penalty: 5944.019043
	Iteration 109Q: 3 clusters Score -2.126655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 157701 members 
Entering Unmasked Estep 
Score: -21266552.000000 Penalty: 5944.019043
	Iteration 110Q: 3 clusters Score -2.126655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 157707 members 
Entering Unmasked Estep 
Score: -21266548.000000 Penalty: 5944.019043
	Iteration 111Q: 3 clusters Score -2.126655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 157712 members 
Entering Unmasked Estep 
Score: -21266544.000000 Penalty: 5944.019043
	Iteration 112Q: 3 clusters Score -2.126654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 157714 members 
Entering Unmasked Estep 
Score: -21266544.000000 Penalty: 5944.019043
	Iteration 113Q: 3 clusters Score -2.126654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 157718 members 
Entering Unmasked Estep 
Score: -21266546.000000 Penalty: 5944.019043
	Iteration 114Q: 3 clusters Score -2.126655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 157720 members 
Entering Unmasked Estep 
Score: -21266558.000000 Penalty: 5944.019043
	Iteration 115Q: 3 clusters Score -2.126656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 157725 members 
Entering Unmasked Estep 
Score: -21266550.000000 Penalty: 5944.019043
	Iteration 116Q: 3 clusters Score -2.126655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 157731 members 
Entering Unmasked Estep 
Score: -21266568.000000 Penalty: 5944.019043
	Iteration 117Q: 3 clusters Score -2.126657e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 157741 members 
Entering Unmasked Estep 
Score: -21266560.000000 Penalty: 5944.019043
	Iteration 118Q: 3 clusters Score -2.126656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 157749 members 
Entering Unmasked Estep 
Score: -21266552.000000 Penalty: 5944.019043
	Iteration 119Q: 3 clusters Score -2.126655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 157762 members 
Entering Unmasked Estep 
Score: -21266538.000000 Penalty: 5944.019043
	Iteration 120F: 3 clusters Score -2.126654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 157773 members 
Entering Unmasked Estep 
Score: -21266538.000000 Penalty: 5944.019043
	Iteration 121Q: 3 clusters Score -2.126654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 157785 members 
Entering Unmasked Estep 
Score: -21266556.000000 Penalty: 5944.019043
	Iteration 122Q: 3 clusters Score -2.126656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 157794 members 
Entering Unmasked Estep 
Score: -21266560.000000 Penalty: 5944.019043
	Iteration 123Q: 3 clusters Score -2.126656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 157804 members 
Entering Unmasked Estep 
Score: -21266554.000000 Penalty: 5944.019043
	Iteration 124Q: 3 clusters Score -2.126655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 157807 members 
Entering Unmasked Estep 
Score: -21266554.000000 Penalty: 5944.019043
	Iteration 125Q: 3 clusters Score -2.126655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 157809 members 
Entering Unmasked Estep 
Score: -21266554.000000 Penalty: 5944.019043
	Iteration 126Q: 3 clusters Score -2.126655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 157811 members 
Entering Unmasked Estep 
Score: -21266550.000000 Penalty: 5944.019043
	Iteration 127Q: 3 clusters Score -2.126655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 157813 members 
Entering Unmasked Estep 
Score: -21266550.000000 Penalty: 5944.019043
	Iteration 128Q: 3 clusters Score -2.126655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 157815 members 
Entering Unmasked Estep 
Score: -21266544.000000 Penalty: 5944.019043
	Iteration 129Q: 3 clusters Score -2.126654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 157815 members 
Entering Unmasked Estep 
Score: -21266550.000000 Penalty: 5944.019043
	Iteration 130Q: 3 clusters Score -2.126655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 157816 members 
Entering Unmasked Estep 
Score: -21266554.000000 Penalty: 5944.019043
	Iteration 131Q: 3 clusters Score -2.126655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 157818 members 
Entering Unmasked Estep 
Score: -21266552.000000 Penalty: 5944.019043
	Iteration 132Q: 3 clusters Score -2.126655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 157818 members 
Entering Unmasked Estep 
Score: -21266552.000000 Penalty: 5944.019043
	Iteration 133F: 3 clusters Score -2.126655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (132174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132174 members 
Entering Unmasked Estep 
Score: -17603708.000000 Penalty: 2924.385010
	Iteration 0F: 2 clusters Score -1.760371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66187 members 
Mstep: Class 2 contains 65987 members 
Entering Unmasked Estep 
Score: -17516288.000000 Penalty: 5848.770020
	Iteration 0F: 3 clusters Score -1.751629e+07 nChanged 63077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65678 members 
Mstep: Class 2 contains 66496 members 
Entering Unmasked Estep 
Score: -17552812.000000 Penalty: 5848.770020
	Iteration 1F: 3 clusters Score -1.755281e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65080 members 
Mstep: Class 2 contains 67094 members 
Entering Unmasked Estep 
Score: -17554430.000000 Penalty: 5848.770020
	Iteration 2Q: 3 clusters Score -1.755443e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64118 members 
Mstep: Class 2 contains 68056 members 
Entering Unmasked Estep 
Score: -17557216.000000 Penalty: 5848.770020
	Iteration 3Q: 3 clusters Score -1.755722e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 69591 members 
Entering Unmasked Estep 
Score: -17560894.000000 Penalty: 5848.770020
	Iteration 4F: 3 clusters Score -1.756089e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 71885 members 
Entering Unmasked Estep 
Score: -17565320.000000 Penalty: 5848.770020
	Iteration 5F: 3 clusters Score -1.756532e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56958 members 
Mstep: Class 2 contains 75216 members 
Entering Unmasked Estep 
Score: -17569978.000000 Penalty: 5848.770020
	Iteration 6F: 3 clusters Score -1.756998e+07 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 79343 members 
Entering Unmasked Estep 
Score: -17574060.000000 Penalty: 5848.770020
	Iteration 7F: 3 clusters Score -1.757406e+07 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 84268 members 
Entering Unmasked Estep 
Score: -17578344.000000 Penalty: 5848.770020
	Iteration 8F: 3 clusters Score -1.757834e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 89917 members 
Entering Unmasked Estep 
Score: -17583226.000000 Penalty: 5848.770020
	Iteration 9F: 3 clusters Score -1.758323e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 95860 members 
Entering Unmasked Estep 
Score: -17588900.000000 Penalty: 5848.770020
	Iteration 10Q: 3 clusters Score -1.75889e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 101247 members 
Entering Unmasked Estep 
Score: -17594288.000000 Penalty: 5848.770020
	Iteration 11Q: 3 clusters Score -1.759429e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 105544 members 
Entering Unmasked Estep 
Score: -17597702.000000 Penalty: 5848.770020
	Iteration 12Q: 3 clusters Score -1.75977e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 108925 members 
Entering Unmasked Estep 
Score: -17599342.000000 Penalty: 5848.770020
	Iteration 13Q: 3 clusters Score -1.759934e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 111688 members 
Entering Unmasked Estep 
Score: -17600454.000000 Penalty: 5848.770020
	Iteration 14Q: 3 clusters Score -1.760045e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 114102 members 
Entering Unmasked Estep 
Score: -17601248.000000 Penalty: 5848.770020
	Iteration 15Q: 3 clusters Score -1.760125e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 116257 members 
Entering Unmasked Estep 
Score: -17601916.000000 Penalty: 5848.770020
	Iteration 16Q: 3 clusters Score -1.760192e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 118092 members 
Entering Unmasked Estep 
Score: -17602384.000000 Penalty: 5848.770020
	Iteration 17Q: 3 clusters Score -1.760238e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 119700 members 
Entering Unmasked Estep 
Score: -17602674.000000 Penalty: 5848.770020
	Iteration 18Q: 3 clusters Score -1.760267e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 121080 members 
Entering Unmasked Estep 
Score: -17603052.000000 Penalty: 5848.770020
	Iteration 19Q: 3 clusters Score -1.760305e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 122252 members 
Entering Unmasked Estep 
Score: -17603282.000000 Penalty: 5848.770020
	Iteration 20F: 3 clusters Score -1.760328e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 123295 members 
Entering Unmasked Estep 
Score: -17603532.000000 Penalty: 5848.770020
	Iteration 21Q: 3 clusters Score -1.760353e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 124116 members 
Entering Unmasked Estep 
Score: -17603586.000000 Penalty: 5848.770020
	Iteration 22Q: 3 clusters Score -1.760359e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 124802 members 
Entering Unmasked Estep 
Score: -17603620.000000 Penalty: 5848.770020
	Iteration 23Q: 3 clusters Score -1.760362e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 125403 members 
Entering Unmasked Estep 
Score: -17603622.000000 Penalty: 5848.770020
	Iteration 24Q: 3 clusters Score -1.760362e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 125924 members 
Entering Unmasked Estep 
Score: -17603674.000000 Penalty: 5848.770020
	Iteration 25Q: 3 clusters Score -1.760367e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 126412 members 
Entering Unmasked Estep 
Score: -17603658.000000 Penalty: 5848.770020
	Iteration 26Q: 3 clusters Score -1.760366e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 126848 members 
Entering Unmasked Estep 
Score: -17603566.000000 Penalty: 5848.770020
	Iteration 27Q: 3 clusters Score -1.760357e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 127226 members 
Entering Unmasked Estep 
Score: -17603612.000000 Penalty: 5848.770020
	Iteration 28Q: 3 clusters Score -1.760361e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 127526 members 
Entering Unmasked Estep 
Score: -17603682.000000 Penalty: 5848.770020
	Iteration 29Q: 3 clusters Score -1.760368e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 127787 members 
Entering Unmasked Estep 
Score: -17603654.000000 Penalty: 5848.770020
	Iteration 30Q: 3 clusters Score -1.760365e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 128010 members 
Entering Unmasked Estep 
Score: -17603634.000000 Penalty: 5848.770020
	Iteration 31Q: 3 clusters Score -1.760363e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 128179 members 
Entering Unmasked Estep 
Score: -17603600.000000 Penalty: 5848.770020
	Iteration 32Q: 3 clusters Score -1.76036e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 128319 members 
Entering Unmasked Estep 
Score: -17603658.000000 Penalty: 5848.770020
	Iteration 33Q: 3 clusters Score -1.760366e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 128434 members 
Entering Unmasked Estep 
Score: -17603638.000000 Penalty: 5848.770020
	Iteration 34Q: 3 clusters Score -1.760364e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 128533 members 
Entering Unmasked Estep 
Score: -17603624.000000 Penalty: 5848.770020
	Iteration 35Q: 3 clusters Score -1.760362e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 128613 members 
Entering Unmasked Estep 
Score: -17603612.000000 Penalty: 5848.770020
	Iteration 36Q: 3 clusters Score -1.760361e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 128676 members 
Entering Unmasked Estep 
Score: -17603602.000000 Penalty: 5848.770020
	Iteration 37Q: 3 clusters Score -1.76036e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 128742 members 
Entering Unmasked Estep 
Score: -17603608.000000 Penalty: 5848.770020
	Iteration 38Q: 3 clusters Score -1.760361e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 128801 members 
Entering Unmasked Estep 
Score: -17603570.000000 Penalty: 5848.770020
	Iteration 39Q: 3 clusters Score -1.760357e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 128853 members 
Entering Unmasked Estep 
Score: -17603560.000000 Penalty: 5848.770020
	Iteration 40F: 3 clusters Score -1.760356e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 128892 members 
Entering Unmasked Estep 
Score: -17603548.000000 Penalty: 5848.770020
	Iteration 41Q: 3 clusters Score -1.760355e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 128938 members 
Entering Unmasked Estep 
Score: -17603566.000000 Penalty: 5848.770020
	Iteration 42Q: 3 clusters Score -1.760357e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 128969 members 
Entering Unmasked Estep 
Score: -17603574.000000 Penalty: 5848.770020
	Iteration 43Q: 3 clusters Score -1.760357e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 129010 members 
Entering Unmasked Estep 
Score: -17603574.000000 Penalty: 5848.770020
	Iteration 44Q: 3 clusters Score -1.760357e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 129047 members 
Entering Unmasked Estep 
Score: -17603560.000000 Penalty: 5848.770020
	Iteration 45Q: 3 clusters Score -1.760356e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 129073 members 
Entering Unmasked Estep 
Score: -17603558.000000 Penalty: 5848.770020
	Iteration 46Q: 3 clusters Score -1.760356e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 129097 members 
Entering Unmasked Estep 
Score: -17603568.000000 Penalty: 5848.770020
	Iteration 47Q: 3 clusters Score -1.760357e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 129122 members 
Entering Unmasked Estep 
Score: -17603580.000000 Penalty: 5848.770020
	Iteration 48Q: 3 clusters Score -1.760358e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 129141 members 
Entering Unmasked Estep 
Score: -17603582.000000 Penalty: 5848.770020
	Iteration 49Q: 3 clusters Score -1.760358e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 129163 members 
Entering Unmasked Estep 
Score: -17603572.000000 Penalty: 5848.770020
	Iteration 50Q: 3 clusters Score -1.760357e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 129182 members 
Entering Unmasked Estep 
Score: -17603560.000000 Penalty: 5848.770020
	Iteration 51Q: 3 clusters Score -1.760356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 129192 members 
Entering Unmasked Estep 
Score: -17603542.000000 Penalty: 5848.770020
	Iteration 52Q: 3 clusters Score -1.760354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 129203 members 
Entering Unmasked Estep 
Score: -17603546.000000 Penalty: 5848.770020
	Iteration 53Q: 3 clusters Score -1.760355e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 129219 members 
Entering Unmasked Estep 
Score: -17603552.000000 Penalty: 5848.770020
	Iteration 54Q: 3 clusters Score -1.760355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 129232 members 
Entering Unmasked Estep 
Score: -17603534.000000 Penalty: 5848.770020
	Iteration 55Q: 3 clusters Score -1.760353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 129245 members 
Entering Unmasked Estep 
Score: -17603538.000000 Penalty: 5848.770020
	Iteration 56Q: 3 clusters Score -1.760354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 129256 members 
Entering Unmasked Estep 
Score: -17603526.000000 Penalty: 5848.770020
	Iteration 57Q: 3 clusters Score -1.760353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 129265 members 
Entering Unmasked Estep 
Score: -17603516.000000 Penalty: 5848.770020
	Iteration 58Q: 3 clusters Score -1.760352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 129272 members 
Entering Unmasked Estep 
Score: -17603524.000000 Penalty: 5848.770020
	Iteration 59Q: 3 clusters Score -1.760352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 129280 members 
Entering Unmasked Estep 
Score: -17603532.000000 Penalty: 5848.770020
	Iteration 60F: 3 clusters Score -1.760353e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 129294 members 
Entering Unmasked Estep 
Score: -17603526.000000 Penalty: 5848.770020
	Iteration 61Q: 3 clusters Score -1.760353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 129305 members 
Entering Unmasked Estep 
Score: -17603526.000000 Penalty: 5848.770020
	Iteration 62Q: 3 clusters Score -1.760353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 129311 members 
Entering Unmasked Estep 
Score: -17603526.000000 Penalty: 5848.770020
	Iteration 63Q: 3 clusters Score -1.760353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 129313 members 
Entering Unmasked Estep 
Score: -17603518.000000 Penalty: 5848.770020
	Iteration 64Q: 3 clusters Score -1.760352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 129313 members 
Entering Unmasked Estep 
Score: -17603518.000000 Penalty: 5848.770020
	Iteration 65F: 3 clusters Score -1.760352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (157466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157466 members 
Entering Unmasked Estep 
Score: -21233126.000000 Penalty: 2967.807129
	Iteration 0F: 2 clusters Score -2.123313e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78613 members 
Mstep: Class 2 contains 78853 members 
Entering Unmasked Estep 
Score: -21128700.000000 Penalty: 5935.614258
	Iteration 0F: 3 clusters Score -2.11287e+07 nChanged 75444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77529 members 
Mstep: Class 2 contains 79937 members 
Entering Unmasked Estep 
Score: -21172770.000000 Penalty: 5935.614258
	Iteration 1F: 3 clusters Score -2.117277e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76489 members 
Mstep: Class 2 contains 80977 members 
Entering Unmasked Estep 
Score: -21173902.000000 Penalty: 5935.614258
	Iteration 2Q: 3 clusters Score -2.11739e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74763 members 
Mstep: Class 2 contains 82703 members 
Entering Unmasked Estep 
Score: -21175716.000000 Penalty: 5935.614258
	Iteration 3Q: 3 clusters Score -2.117572e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71989 members 
Mstep: Class 2 contains 85477 members 
Entering Unmasked Estep 
Score: -21178300.000000 Penalty: 5935.614258
	Iteration 4Q: 3 clusters Score -2.11783e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67643 members 
Mstep: Class 2 contains 89823 members 
Entering Unmasked Estep 
Score: -21182752.000000 Penalty: 5935.614258
	Iteration 5F: 3 clusters Score -2.118275e+07 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61876 members 
Mstep: Class 2 contains 95590 members 
Entering Unmasked Estep 
Score: -21190176.000000 Penalty: 5935.614258
	Iteration 6F: 3 clusters Score -2.119018e+07 nChanged 11676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 101874 members 
Entering Unmasked Estep 
Score: -21200218.000000 Penalty: 5935.614258
	Iteration 7F: 3 clusters Score -2.120022e+07 nChanged 10995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 106979 members 
Entering Unmasked Estep 
Score: -21209218.000000 Penalty: 5935.614258
	Iteration 8F: 3 clusters Score -2.120922e+07 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 110356 members 
Entering Unmasked Estep 
Score: -21214274.000000 Penalty: 5935.614258
	Iteration 9F: 3 clusters Score -2.121427e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 112973 members 
Entering Unmasked Estep 
Score: -21216394.000000 Penalty: 5935.614258
	Iteration 10Q: 3 clusters Score -2.121639e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 115314 members 
Entering Unmasked Estep 
Score: -21217782.000000 Penalty: 5935.614258
	Iteration 11Q: 3 clusters Score -2.121778e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 117632 members 
Entering Unmasked Estep 
Score: -21219112.000000 Penalty: 5935.614258
	Iteration 12Q: 3 clusters Score -2.121911e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 119795 members 
Entering Unmasked Estep 
Score: -21220276.000000 Penalty: 5935.614258
	Iteration 13Q: 3 clusters Score -2.122028e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 121851 members 
Entering Unmasked Estep 
Score: -21221178.000000 Penalty: 5935.614258
	Iteration 14Q: 3 clusters Score -2.122118e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 123784 members 
Entering Unmasked Estep 
Score: -21222398.000000 Penalty: 5935.614258
	Iteration 15Q: 3 clusters Score -2.12224e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 125688 members 
Entering Unmasked Estep 
Score: -21223580.000000 Penalty: 5935.614258
	Iteration 16Q: 3 clusters Score -2.122358e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 127492 members 
Entering Unmasked Estep 
Score: -21224462.000000 Penalty: 5935.614258
	Iteration 17Q: 3 clusters Score -2.122446e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 128982 members 
Entering Unmasked Estep 
Score: -21225232.000000 Penalty: 5935.614258
	Iteration 18Q: 3 clusters Score -2.122523e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 130275 members 
Entering Unmasked Estep 
Score: -21225918.000000 Penalty: 5935.614258
	Iteration 19Q: 3 clusters Score -2.122592e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 131444 members 
Entering Unmasked Estep 
Score: -21226278.000000 Penalty: 5935.614258
	Iteration 20F: 3 clusters Score -2.122628e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 132467 members 
Entering Unmasked Estep 
Score: -21226602.000000 Penalty: 5935.614258
	Iteration 21Q: 3 clusters Score -2.12266e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 133415 members 
Entering Unmasked Estep 
Score: -21226928.000000 Penalty: 5935.614258
	Iteration 22Q: 3 clusters Score -2.122693e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 134315 members 
Entering Unmasked Estep 
Score: -21227190.000000 Penalty: 5935.614258
	Iteration 23Q: 3 clusters Score -2.122719e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 135147 members 
Entering Unmasked Estep 
Score: -21227290.000000 Penalty: 5935.614258
	Iteration 24Q: 3 clusters Score -2.122729e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 135877 members 
Entering Unmasked Estep 
Score: -21227480.000000 Penalty: 5935.614258
	Iteration 25Q: 3 clusters Score -2.122748e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 136597 members 
Entering Unmasked Estep 
Score: -21227686.000000 Penalty: 5935.614258
	Iteration 26Q: 3 clusters Score -2.122769e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 137285 members 
Entering Unmasked Estep 
Score: -21227882.000000 Penalty: 5935.614258
	Iteration 27Q: 3 clusters Score -2.122788e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 137982 members 
Entering Unmasked Estep 
Score: -21228090.000000 Penalty: 5935.614258
	Iteration 28Q: 3 clusters Score -2.122809e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 138624 members 
Entering Unmasked Estep 
Score: -21228306.000000 Penalty: 5935.614258
	Iteration 29Q: 3 clusters Score -2.122831e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 139269 members 
Entering Unmasked Estep 
Score: -21228488.000000 Penalty: 5935.614258
	Iteration 30Q: 3 clusters Score -2.122849e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 139815 members 
Entering Unmasked Estep 
Score: -21228618.000000 Penalty: 5935.614258
	Iteration 31Q: 3 clusters Score -2.122862e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 140352 members 
Entering Unmasked Estep 
Score: -21228776.000000 Penalty: 5935.614258
	Iteration 32Q: 3 clusters Score -2.122878e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 140881 members 
Entering Unmasked Estep 
Score: -21228838.000000 Penalty: 5935.614258
	Iteration 33Q: 3 clusters Score -2.122884e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 141426 members 
Entering Unmasked Estep 
Score: -21228958.000000 Penalty: 5935.614258
	Iteration 34Q: 3 clusters Score -2.122896e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 141954 members 
Entering Unmasked Estep 
Score: -21229096.000000 Penalty: 5935.614258
	Iteration 35Q: 3 clusters Score -2.12291e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 142480 members 
Entering Unmasked Estep 
Score: -21229314.000000 Penalty: 5935.614258
	Iteration 36Q: 3 clusters Score -2.122931e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 142964 members 
Entering Unmasked Estep 
Score: -21229444.000000 Penalty: 5935.614258
	Iteration 37Q: 3 clusters Score -2.122944e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 143432 members 
Entering Unmasked Estep 
Score: -21229530.000000 Penalty: 5935.614258
	Iteration 38Q: 3 clusters Score -2.122953e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 143907 members 
Entering Unmasked Estep 
Score: -21229588.000000 Penalty: 5935.614258
	Iteration 39Q: 3 clusters Score -2.122959e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 144393 members 
Entering Unmasked Estep 
Score: -21229710.000000 Penalty: 5935.614258
	Iteration 40F: 3 clusters Score -2.122971e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 144850 members 
Entering Unmasked Estep 
Score: -21229774.000000 Penalty: 5935.614258
	Iteration 41Q: 3 clusters Score -2.122977e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 145294 members 
Entering Unmasked Estep 
Score: -21229796.000000 Penalty: 5935.614258
	Iteration 42Q: 3 clusters Score -2.12298e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 145753 members 
Entering Unmasked Estep 
Score: -21229880.000000 Penalty: 5935.614258
	Iteration 43Q: 3 clusters Score -2.122988e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 146163 members 
Entering Unmasked Estep 
Score: -21230002.000000 Penalty: 5935.614258
	Iteration 44Q: 3 clusters Score -2.123e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 146541 members 
Entering Unmasked Estep 
Score: -21230052.000000 Penalty: 5935.614258
	Iteration 45Q: 3 clusters Score -2.123005e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 146916 members 
Entering Unmasked Estep 
Score: -21230124.000000 Penalty: 5935.614258
	Iteration 46Q: 3 clusters Score -2.123012e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 147285 members 
Entering Unmasked Estep 
Score: -21230242.000000 Penalty: 5935.614258
	Iteration 47Q: 3 clusters Score -2.123024e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 147636 members 
Entering Unmasked Estep 
Score: -21230308.000000 Penalty: 5935.614258
	Iteration 48Q: 3 clusters Score -2.123031e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 147962 members 
Entering Unmasked Estep 
Score: -21230410.000000 Penalty: 5935.614258
	Iteration 49Q: 3 clusters Score -2.123041e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 148313 members 
Entering Unmasked Estep 
Score: -21230466.000000 Penalty: 5935.614258
	Iteration 50Q: 3 clusters Score -2.123047e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 148627 members 
Entering Unmasked Estep 
Score: -21230496.000000 Penalty: 5935.614258
	Iteration 51Q: 3 clusters Score -2.12305e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 148910 members 
Entering Unmasked Estep 
Score: -21230550.000000 Penalty: 5935.614258
	Iteration 52Q: 3 clusters Score -2.123055e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 149179 members 
Entering Unmasked Estep 
Score: -21230644.000000 Penalty: 5935.614258
	Iteration 53Q: 3 clusters Score -2.123064e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 149416 members 
Entering Unmasked Estep 
Score: -21230704.000000 Penalty: 5935.614258
	Iteration 54Q: 3 clusters Score -2.12307e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 149649 members 
Entering Unmasked Estep 
Score: -21230672.000000 Penalty: 5935.614258
	Iteration 55Q: 3 clusters Score -2.123067e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 149851 members 
Entering Unmasked Estep 
Score: -21230670.000000 Penalty: 5935.614258
	Iteration 56Q: 3 clusters Score -2.123067e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 150045 members 
Entering Unmasked Estep 
Score: -21230684.000000 Penalty: 5935.614258
	Iteration 57Q: 3 clusters Score -2.123068e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 150217 members 
Entering Unmasked Estep 
Score: -21230706.000000 Penalty: 5935.614258
	Iteration 58Q: 3 clusters Score -2.123071e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 150379 members 
Entering Unmasked Estep 
Score: -21230754.000000 Penalty: 5935.614258
	Iteration 59Q: 3 clusters Score -2.123075e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 150537 members 
Entering Unmasked Estep 
Score: -21230824.000000 Penalty: 5935.614258
	Iteration 60F: 3 clusters Score -2.123082e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 150674 members 
Entering Unmasked Estep 
Score: -21230834.000000 Penalty: 5935.614258
	Iteration 61Q: 3 clusters Score -2.123083e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 150791 members 
Entering Unmasked Estep 
Score: -21230878.000000 Penalty: 5935.614258
	Iteration 62Q: 3 clusters Score -2.123088e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 150913 members 
Entering Unmasked Estep 
Score: -21230904.000000 Penalty: 5935.614258
	Iteration 63Q: 3 clusters Score -2.12309e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 151041 members 
Entering Unmasked Estep 
Score: -21230928.000000 Penalty: 5935.614258
	Iteration 64Q: 3 clusters Score -2.123093e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 151172 members 
Entering Unmasked Estep 
Score: -21230938.000000 Penalty: 5935.614258
	Iteration 65Q: 3 clusters Score -2.123094e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 151305 members 
Entering Unmasked Estep 
Score: -21230904.000000 Penalty: 5935.614258
	Iteration 66Q: 3 clusters Score -2.12309e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 151443 members 
Entering Unmasked Estep 
Score: -21230926.000000 Penalty: 5935.614258
	Iteration 67Q: 3 clusters Score -2.123093e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 151571 members 
Entering Unmasked Estep 
Score: -21230986.000000 Penalty: 5935.614258
	Iteration 68Q: 3 clusters Score -2.123099e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 151695 members 
Entering Unmasked Estep 
Score: -21230976.000000 Penalty: 5935.614258
	Iteration 69Q: 3 clusters Score -2.123098e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 151807 members 
Entering Unmasked Estep 
Score: -21230980.000000 Penalty: 5935.614258
	Iteration 70Q: 3 clusters Score -2.123098e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 151898 members 
Entering Unmasked Estep 
Score: -21231020.000000 Penalty: 5935.614258
	Iteration 71Q: 3 clusters Score -2.123102e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 151996 members 
Entering Unmasked Estep 
Score: -21230962.000000 Penalty: 5935.614258
	Iteration 72Q: 3 clusters Score -2.123096e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 152081 members 
Entering Unmasked Estep 
Score: -21230988.000000 Penalty: 5935.614258
	Iteration 73Q: 3 clusters Score -2.123099e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 152155 members 
Entering Unmasked Estep 
Score: -21231002.000000 Penalty: 5935.614258
	Iteration 74Q: 3 clusters Score -2.1231e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 152230 members 
Entering Unmasked Estep 
Score: -21231042.000000 Penalty: 5935.614258
	Iteration 75Q: 3 clusters Score -2.123104e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 152302 members 
Entering Unmasked Estep 
Score: -21231070.000000 Penalty: 5935.614258
	Iteration 76Q: 3 clusters Score -2.123107e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 152372 members 
Entering Unmasked Estep 
Score: -21231074.000000 Penalty: 5935.614258
	Iteration 77Q: 3 clusters Score -2.123107e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 152437 members 
Entering Unmasked Estep 
Score: -21231070.000000 Penalty: 5935.614258
	Iteration 78Q: 3 clusters Score -2.123107e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 152492 members 
Entering Unmasked Estep 
Score: -21231090.000000 Penalty: 5935.614258
	Iteration 79Q: 3 clusters Score -2.123109e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 152546 members 
Entering Unmasked Estep 
Score: -21231098.000000 Penalty: 5935.614258
	Iteration 80F: 3 clusters Score -2.12311e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 152592 members 
Entering Unmasked Estep 
Score: -21231104.000000 Penalty: 5935.614258
	Iteration 81Q: 3 clusters Score -2.12311e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 152634 members 
Entering Unmasked Estep 
Score: -21231112.000000 Penalty: 5935.614258
	Iteration 82Q: 3 clusters Score -2.123111e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 152676 members 
Entering Unmasked Estep 
Score: -21231116.000000 Penalty: 5935.614258
	Iteration 83Q: 3 clusters Score -2.123112e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 152710 members 
Entering Unmasked Estep 
Score: -21231114.000000 Penalty: 5935.614258
	Iteration 84Q: 3 clusters Score -2.123111e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 152750 members 
Entering Unmasked Estep 
Score: -21231094.000000 Penalty: 5935.614258
	Iteration 85Q: 3 clusters Score -2.123109e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 152772 members 
Entering Unmasked Estep 
Score: -21231112.000000 Penalty: 5935.614258
	Iteration 86Q: 3 clusters Score -2.123111e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 152794 members 
Entering Unmasked Estep 
Score: -21231082.000000 Penalty: 5935.614258
	Iteration 87Q: 3 clusters Score -2.123108e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 152814 members 
Entering Unmasked Estep 
Score: -21231080.000000 Penalty: 5935.614258
	Iteration 88Q: 3 clusters Score -2.123108e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 152835 members 
Entering Unmasked Estep 
Score: -21231094.000000 Penalty: 5935.614258
	Iteration 89Q: 3 clusters Score -2.123109e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 152859 members 
Entering Unmasked Estep 
Score: -21231090.000000 Penalty: 5935.614258
	Iteration 90Q: 3 clusters Score -2.123109e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 152873 members 
Entering Unmasked Estep 
Score: -21231096.000000 Penalty: 5935.614258
	Iteration 91Q: 3 clusters Score -2.12311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 152885 members 
Entering Unmasked Estep 
Score: -21231080.000000 Penalty: 5935.614258
	Iteration 92Q: 3 clusters Score -2.123108e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 152900 members 
Entering Unmasked Estep 
Score: -21231084.000000 Penalty: 5935.614258
	Iteration 93Q: 3 clusters Score -2.123108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 152912 members 
Entering Unmasked Estep 
Score: -21231078.000000 Penalty: 5935.614258
	Iteration 94Q: 3 clusters Score -2.123108e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 152923 members 
Entering Unmasked Estep 
Score: -21231058.000000 Penalty: 5935.614258
	Iteration 95Q: 3 clusters Score -2.123106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 152929 members 
Entering Unmasked Estep 
Score: -21231056.000000 Penalty: 5935.614258
	Iteration 96Q: 3 clusters Score -2.123106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 152939 members 
Entering Unmasked Estep 
Score: -21231048.000000 Penalty: 5935.614258
	Iteration 97Q: 3 clusters Score -2.123105e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 152951 members 
Entering Unmasked Estep 
Score: -21231078.000000 Penalty: 5935.614258
	Iteration 98Q: 3 clusters Score -2.123108e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 152966 members 
Entering Unmasked Estep 
Score: -21231068.000000 Penalty: 5935.614258
	Iteration 99Q: 3 clusters Score -2.123107e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 152987 members 
Entering Unmasked Estep 
Score: -21231078.000000 Penalty: 5935.614258
	Iteration 100F: 3 clusters Score -2.123108e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 153006 members 
Entering Unmasked Estep 
Score: -21231080.000000 Penalty: 5935.614258
	Iteration 101Q: 3 clusters Score -2.123108e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 153017 members 
Entering Unmasked Estep 
Score: -21231102.000000 Penalty: 5935.614258
	Iteration 102Q: 3 clusters Score -2.12311e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 153035 members 
Entering Unmasked Estep 
Score: -21231084.000000 Penalty: 5935.614258
	Iteration 103Q: 3 clusters Score -2.123108e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 153058 members 
Entering Unmasked Estep 
Score: -21231090.000000 Penalty: 5935.614258
	Iteration 104Q: 3 clusters Score -2.123109e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 153076 members 
Entering Unmasked Estep 
Score: -21231100.000000 Penalty: 5935.614258
	Iteration 105Q: 3 clusters Score -2.12311e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 153099 members 
Entering Unmasked Estep 
Score: -21231128.000000 Penalty: 5935.614258
	Iteration 106Q: 3 clusters Score -2.123113e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 153115 members 
Entering Unmasked Estep 
Score: -21231122.000000 Penalty: 5935.614258
	Iteration 107Q: 3 clusters Score -2.123112e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 153127 members 
Entering Unmasked Estep 
Score: -21231146.000000 Penalty: 5935.614258
	Iteration 108Q: 3 clusters Score -2.123115e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 153144 members 
Entering Unmasked Estep 
Score: -21231128.000000 Penalty: 5935.614258
	Iteration 109Q: 3 clusters Score -2.123113e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 153159 members 
Entering Unmasked Estep 
Score: -21231136.000000 Penalty: 5935.614258
	Iteration 110Q: 3 clusters Score -2.123114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 153173 members 
Entering Unmasked Estep 
Score: -21231112.000000 Penalty: 5935.614258
	Iteration 111Q: 3 clusters Score -2.123111e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 153189 members 
Entering Unmasked Estep 
Score: -21231132.000000 Penalty: 5935.614258
	Iteration 112Q: 3 clusters Score -2.123113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 153198 members 
Entering Unmasked Estep 
Score: -21231122.000000 Penalty: 5935.614258
	Iteration 113Q: 3 clusters Score -2.123112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 153207 members 
Entering Unmasked Estep 
Score: -21231116.000000 Penalty: 5935.614258
	Iteration 114Q: 3 clusters Score -2.123112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 153211 members 
Entering Unmasked Estep 
Score: -21231124.000000 Penalty: 5935.614258
	Iteration 115Q: 3 clusters Score -2.123112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 153215 members 
Entering Unmasked Estep 
Score: -21231128.000000 Penalty: 5935.614258
	Iteration 116Q: 3 clusters Score -2.123113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 153220 members 
Entering Unmasked Estep 
Score: -21231122.000000 Penalty: 5935.614258
	Iteration 117Q: 3 clusters Score -2.123112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 153225 members 
Entering Unmasked Estep 
Score: -21231130.000000 Penalty: 5935.614258
	Iteration 118Q: 3 clusters Score -2.123113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 153228 members 
Entering Unmasked Estep 
Score: -21231130.000000 Penalty: 5935.614258
	Iteration 119Q: 3 clusters Score -2.123113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 153237 members 
Entering Unmasked Estep 
Score: -21231140.000000 Penalty: 5935.614258
	Iteration 120F: 3 clusters Score -2.123114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 153246 members 
Entering Unmasked Estep 
Score: -21231130.000000 Penalty: 5935.614258
	Iteration 121Q: 3 clusters Score -2.123113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 153258 members 
Entering Unmasked Estep 
Score: -21231152.000000 Penalty: 5935.614258
	Iteration 122Q: 3 clusters Score -2.123115e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 153270 members 
Entering Unmasked Estep 
Score: -21231148.000000 Penalty: 5935.614258
	Iteration 123Q: 3 clusters Score -2.123115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 153283 members 
Entering Unmasked Estep 
Score: -21231144.000000 Penalty: 5935.614258
	Iteration 124Q: 3 clusters Score -2.123114e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 153296 members 
Entering Unmasked Estep 
Score: -21231158.000000 Penalty: 5935.614258
	Iteration 125Q: 3 clusters Score -2.123116e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 153310 members 
Entering Unmasked Estep 
Score: -21231182.000000 Penalty: 5935.614258
	Iteration 126Q: 3 clusters Score -2.123118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 153316 members 
Entering Unmasked Estep 
Score: -21231178.000000 Penalty: 5935.614258
	Iteration 127Q: 3 clusters Score -2.123118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 153321 members 
Entering Unmasked Estep 
Score: -21231170.000000 Penalty: 5935.614258
	Iteration 128Q: 3 clusters Score -2.123117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 153327 members 
Entering Unmasked Estep 
Score: -21231166.000000 Penalty: 5935.614258
	Iteration 129Q: 3 clusters Score -2.123117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 153333 members 
Entering Unmasked Estep 
Score: -21231156.000000 Penalty: 5935.614258
	Iteration 130Q: 3 clusters Score -2.123116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 153340 members 
Entering Unmasked Estep 
Score: -21231150.000000 Penalty: 5935.614258
	Iteration 131Q: 3 clusters Score -2.123115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 153347 members 
Entering Unmasked Estep 
Score: -21231152.000000 Penalty: 5935.614258
	Iteration 132Q: 3 clusters Score -2.123115e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 153356 members 
Entering Unmasked Estep 
Score: -21231162.000000 Penalty: 5935.614258
	Iteration 133Q: 3 clusters Score -2.123116e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 153372 members 
Entering Unmasked Estep 
Score: -21231172.000000 Penalty: 5935.614258
	Iteration 134Q: 3 clusters Score -2.123117e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 153387 members 
Entering Unmasked Estep 
Score: -21231160.000000 Penalty: 5935.614258
	Iteration 135Q: 3 clusters Score -2.123116e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 153400 members 
Entering Unmasked Estep 
Score: -21231152.000000 Penalty: 5935.614258
	Iteration 136Q: 3 clusters Score -2.123115e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 153411 members 
Entering Unmasked Estep 
Score: -21231148.000000 Penalty: 5935.614258
	Iteration 137Q: 3 clusters Score -2.123115e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 153421 members 
Entering Unmasked Estep 
Score: -21231152.000000 Penalty: 5935.614258
	Iteration 138Q: 3 clusters Score -2.123115e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 153431 members 
Entering Unmasked Estep 
Score: -21231146.000000 Penalty: 5935.614258
	Iteration 139Q: 3 clusters Score -2.123115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 153437 members 
Entering Unmasked Estep 
Score: -21231136.000000 Penalty: 5935.614258
	Iteration 140F: 3 clusters Score -2.123114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 153445 members 
Entering Unmasked Estep 
Score: -21231146.000000 Penalty: 5935.614258
	Iteration 141Q: 3 clusters Score -2.123115e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 153451 members 
Entering Unmasked Estep 
Score: -21231134.000000 Penalty: 5935.614258
	Iteration 142Q: 3 clusters Score -2.123113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 153457 members 
Entering Unmasked Estep 
Score: -21231124.000000 Penalty: 5935.614258
	Iteration 143Q: 3 clusters Score -2.123112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 153462 members 
Entering Unmasked Estep 
Score: -21231120.000000 Penalty: 5935.614258
	Iteration 144Q: 3 clusters Score -2.123112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 153467 members 
Entering Unmasked Estep 
Score: -21231112.000000 Penalty: 5935.614258
	Iteration 145Q: 3 clusters Score -2.123111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 153476 members 
Entering Unmasked Estep 
Score: -21231126.000000 Penalty: 5935.614258
	Iteration 146Q: 3 clusters Score -2.123113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 153484 members 
Entering Unmasked Estep 
Score: -21231132.000000 Penalty: 5935.614258
	Iteration 147Q: 3 clusters Score -2.123113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 153492 members 
Entering Unmasked Estep 
Score: -21231136.000000 Penalty: 5935.614258
	Iteration 148Q: 3 clusters Score -2.123114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 153498 members 
Entering Unmasked Estep 
Score: -21231128.000000 Penalty: 5935.614258
	Iteration 149Q: 3 clusters Score -2.123113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 153504 members 
Entering Unmasked Estep 
Score: -21231136.000000 Penalty: 5935.614258
	Iteration 150Q: 3 clusters Score -2.123114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 153511 members 
Entering Unmasked Estep 
Score: -21231146.000000 Penalty: 5935.614258
	Iteration 151Q: 3 clusters Score -2.123115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 153523 members 
Entering Unmasked Estep 
Score: -21231146.000000 Penalty: 5935.614258
	Iteration 152Q: 3 clusters Score -2.123115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 153529 members 
Entering Unmasked Estep 
Score: -21231134.000000 Penalty: 5935.614258
	Iteration 153Q: 3 clusters Score -2.123113e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 153536 members 
Entering Unmasked Estep 
Score: -21231140.000000 Penalty: 5935.614258
	Iteration 154Q: 3 clusters Score -2.123114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 153540 members 
Entering Unmasked Estep 
Score: -21231134.000000 Penalty: 5935.614258
	Iteration 155Q: 3 clusters Score -2.123113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 153545 members 
Entering Unmasked Estep 
Score: -21231142.000000 Penalty: 5935.614258
	Iteration 156Q: 3 clusters Score -2.123114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 153552 members 
Entering Unmasked Estep 
Score: -21231138.000000 Penalty: 5935.614258
	Iteration 157Q: 3 clusters Score -2.123114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 153561 members 
Entering Unmasked Estep 
Score: -21231132.000000 Penalty: 5935.614258
	Iteration 158Q: 3 clusters Score -2.123113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 153570 members 
Entering Unmasked Estep 
Score: -21231144.000000 Penalty: 5935.614258
	Iteration 159Q: 3 clusters Score -2.123114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 153582 members 
Entering Unmasked Estep 
Score: -21231156.000000 Penalty: 5935.614258
	Iteration 160F: 3 clusters Score -2.123116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 153593 members 
Entering Unmasked Estep 
Score: -21231148.000000 Penalty: 5935.614258
	Iteration 161Q: 3 clusters Score -2.123115e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 153598 members 
Entering Unmasked Estep 
Score: -21231136.000000 Penalty: 5935.614258
	Iteration 162Q: 3 clusters Score -2.123114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 153603 members 
Entering Unmasked Estep 
Score: -21231150.000000 Penalty: 5935.614258
	Iteration 163Q: 3 clusters Score -2.123115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 153607 members 
Entering Unmasked Estep 
Score: -21231146.000000 Penalty: 5935.614258
	Iteration 164Q: 3 clusters Score -2.123115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 153611 members 
Entering Unmasked Estep 
Score: -21231142.000000 Penalty: 5935.614258
	Iteration 165Q: 3 clusters Score -2.123114e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 153613 members 
Entering Unmasked Estep 
Score: -21231144.000000 Penalty: 5935.614258
	Iteration 166Q: 3 clusters Score -2.123114e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 153619 members 
Entering Unmasked Estep 
Score: -21231124.000000 Penalty: 5935.614258
	Iteration 167Q: 3 clusters Score -2.123112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 153626 members 
Entering Unmasked Estep 
Score: -21231132.000000 Penalty: 5935.614258
	Iteration 168Q: 3 clusters Score -2.123113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 153632 members 
Entering Unmasked Estep 
Score: -21231124.000000 Penalty: 5935.614258
	Iteration 169Q: 3 clusters Score -2.123112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 153641 members 
Entering Unmasked Estep 
Score: -21231120.000000 Penalty: 5935.614258
	Iteration 170Q: 3 clusters Score -2.123112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 153645 members 
Entering Unmasked Estep 
Score: -21231110.000000 Penalty: 5935.614258
	Iteration 171Q: 3 clusters Score -2.123111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 153651 members 
Entering Unmasked Estep 
Score: -21231102.000000 Penalty: 5935.614258
	Iteration 172Q: 3 clusters Score -2.12311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 153654 members 
Entering Unmasked Estep 
Score: -21231100.000000 Penalty: 5935.614258
	Iteration 173Q: 3 clusters Score -2.12311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 153659 members 
Entering Unmasked Estep 
Score: -21231096.000000 Penalty: 5935.614258
	Iteration 174Q: 3 clusters Score -2.12311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 153661 members 
Entering Unmasked Estep 
Score: -21231098.000000 Penalty: 5935.614258
	Iteration 175Q: 3 clusters Score -2.12311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 153664 members 
Entering Unmasked Estep 
Score: -21231096.000000 Penalty: 5935.614258
	Iteration 176Q: 3 clusters Score -2.12311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 153667 members 
Entering Unmasked Estep 
Score: -21231090.000000 Penalty: 5935.614258
	Iteration 177Q: 3 clusters Score -2.123109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 153669 members 
Entering Unmasked Estep 
Score: -21231086.000000 Penalty: 5935.614258
	Iteration 178Q: 3 clusters Score -2.123109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 153672 members 
Entering Unmasked Estep 
Score: -21231082.000000 Penalty: 5935.614258
	Iteration 179Q: 3 clusters Score -2.123108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 153675 members 
Entering Unmasked Estep 
Score: -21231084.000000 Penalty: 5935.614258
	Iteration 180F: 3 clusters Score -2.123108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 153679 members 
Entering Unmasked Estep 
Score: -21231096.000000 Penalty: 5935.614258
	Iteration 181Q: 3 clusters Score -2.12311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 153684 members 
Entering Unmasked Estep 
Score: -21231076.000000 Penalty: 5935.614258
	Iteration 182Q: 3 clusters Score -2.123108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 153687 members 
Entering Unmasked Estep 
Score: -21231078.000000 Penalty: 5935.614258
	Iteration 183Q: 3 clusters Score -2.123108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 153689 members 
Entering Unmasked Estep 
Score: -21231078.000000 Penalty: 5935.614258
	Iteration 184Q: 3 clusters Score -2.123108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 153691 members 
Entering Unmasked Estep 
Score: -21231074.000000 Penalty: 5935.614258
	Iteration 185Q: 3 clusters Score -2.123107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 153695 members 
Entering Unmasked Estep 
Score: -21231084.000000 Penalty: 5935.614258
	Iteration 186Q: 3 clusters Score -2.123108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 153699 members 
Entering Unmasked Estep 
Score: -21231084.000000 Penalty: 5935.614258
	Iteration 187Q: 3 clusters Score -2.123108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 153704 members 
Entering Unmasked Estep 
Score: -21231102.000000 Penalty: 5935.614258
	Iteration 188Q: 3 clusters Score -2.12311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 153707 members 
Entering Unmasked Estep 
Score: -21231100.000000 Penalty: 5935.614258
	Iteration 189Q: 3 clusters Score -2.12311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 153708 members 
Entering Unmasked Estep 
Score: -21231088.000000 Penalty: 5935.614258
	Iteration 190Q: 3 clusters Score -2.123109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 153710 members 
Entering Unmasked Estep 
Score: -21231076.000000 Penalty: 5935.614258
	Iteration 191Q: 3 clusters Score -2.123108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 153715 members 
Entering Unmasked Estep 
Score: -21231098.000000 Penalty: 5935.614258
	Iteration 192Q: 3 clusters Score -2.12311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 153723 members 
Entering Unmasked Estep 
Score: -21231080.000000 Penalty: 5935.614258
	Iteration 193Q: 3 clusters Score -2.123108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 153727 members 
Entering Unmasked Estep 
Score: -21231080.000000 Penalty: 5935.614258
	Iteration 194Q: 3 clusters Score -2.123108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 153729 members 
Entering Unmasked Estep 
Score: -21231062.000000 Penalty: 5935.614258
	Iteration 195Q: 3 clusters Score -2.123106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 153735 members 
Entering Unmasked Estep 
Score: -21231084.000000 Penalty: 5935.614258
	Iteration 196Q: 3 clusters Score -2.123108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 153739 members 
Entering Unmasked Estep 
Score: -21231078.000000 Penalty: 5935.614258
	Iteration 197Q: 3 clusters Score -2.123108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 153740 members 
Entering Unmasked Estep 
Score: -21231078.000000 Penalty: 5935.614258
	Iteration 198Q: 3 clusters Score -2.123108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 153740 members 
Entering Unmasked Estep 
Score: -21231078.000000 Penalty: 5935.614258
	Iteration 199F: 3 clusters Score -2.123108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (63640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63640 members 
Entering Unmasked Estep 
Score: -8755170.000000 Penalty: 2743.127197
	Iteration 0F: 2 clusters Score -8755170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -8712319.000000 Penalty: 5486.254395
	Iteration 0F: 3 clusters Score -8712319 nChanged 29698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -8728934.000000 Penalty: 5486.254395
	Iteration 1F: 3 clusters Score -8728934 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -8729432.000000 Penalty: 5486.254395
	Iteration 2Q: 3 clusters Score -8729432 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -8730007.000000 Penalty: 5486.254395
	Iteration 3Q: 3 clusters Score -8730007 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -8730651.000000 Penalty: 5486.254395
	Iteration 4Q: 3 clusters Score -8730651 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -8731335.000000 Penalty: 5486.254395
	Iteration 5Q: 3 clusters Score -8731335 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -8732237.000000 Penalty: 5486.254395
	Iteration 6Q: 3 clusters Score -8732237 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -8733595.000000 Penalty: 5486.254395
	Iteration 7Q: 3 clusters Score -8733595 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -8735533.000000 Penalty: 5486.254395
	Iteration 8Q: 3 clusters Score -8735533 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -8738223.000000 Penalty: 5486.254395
	Iteration 9F: 3 clusters Score -8738223 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -8740724.000000 Penalty: 5486.254395
	Iteration 10F: 3 clusters Score -8740724 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -8742060.000000 Penalty: 5486.254395
	Iteration 11Q: 3 clusters Score -8742060 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -8742623.000000 Penalty: 5486.254395
	Iteration 12Q: 3 clusters Score -8742623 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -8742825.000000 Penalty: 5486.254395
	Iteration 13Q: 3 clusters Score -8742825 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -8742928.000000 Penalty: 5486.254395
	Iteration 14Q: 3 clusters Score -8742928 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -8743049.000000 Penalty: 5486.254395
	Iteration 15Q: 3 clusters Score -8743049 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -8743181.000000 Penalty: 5486.254395
	Iteration 16Q: 3 clusters Score -8743181 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -8743329.000000 Penalty: 5486.254395
	Iteration 17Q: 3 clusters Score -8743329 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -8743446.000000 Penalty: 5486.254395
	Iteration 18Q: 3 clusters Score -8743446 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -8743535.000000 Penalty: 5486.254395
	Iteration 19Q: 3 clusters Score -8743535 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -8743639.000000 Penalty: 5486.254395
	Iteration 20F: 3 clusters Score -8743639 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -8743733.000000 Penalty: 5486.254395
	Iteration 21Q: 3 clusters Score -8743733 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -8743836.000000 Penalty: 5486.254395
	Iteration 22Q: 3 clusters Score -8743836 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -8743932.000000 Penalty: 5486.254395
	Iteration 23Q: 3 clusters Score -8743932 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -8744032.000000 Penalty: 5486.254395
	Iteration 24Q: 3 clusters Score -8744032 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -8744104.000000 Penalty: 5486.254395
	Iteration 25Q: 3 clusters Score -8744104 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -8744215.000000 Penalty: 5486.254395
	Iteration 26Q: 3 clusters Score -8744215 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -8744301.000000 Penalty: 5486.254395
	Iteration 27Q: 3 clusters Score -8744301 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -8744375.000000 Penalty: 5486.254395
	Iteration 28Q: 3 clusters Score -8744375 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -8744459.000000 Penalty: 5486.254395
	Iteration 29Q: 3 clusters Score -8744459 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -8744564.000000 Penalty: 5486.254395
	Iteration 30Q: 3 clusters Score -8744564 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -8744665.000000 Penalty: 5486.254395
	Iteration 31Q: 3 clusters Score -8744665 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -8744716.000000 Penalty: 5486.254395
	Iteration 32Q: 3 clusters Score -8744716 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -8744859.000000 Penalty: 5486.254395
	Iteration 33Q: 3 clusters Score -8744859 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -8744992.000000 Penalty: 5486.254395
	Iteration 34Q: 3 clusters Score -8744992 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -8745158.000000 Penalty: 5486.254395
	Iteration 35Q: 3 clusters Score -8745158 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -8745299.000000 Penalty: 5486.254395
	Iteration 36Q: 3 clusters Score -8745299 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -8745432.000000 Penalty: 5486.254395
	Iteration 37Q: 3 clusters Score -8745432 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -8745530.000000 Penalty: 5486.254395
	Iteration 38Q: 3 clusters Score -8745530 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -8745732.000000 Penalty: 5486.254395
	Iteration 39Q: 3 clusters Score -8745732 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -8745902.000000 Penalty: 5486.254395
	Iteration 40F: 3 clusters Score -8745902 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -8746114.000000 Penalty: 5486.254395
	Iteration 41Q: 3 clusters Score -8746114 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -8746275.000000 Penalty: 5486.254395
	Iteration 42Q: 3 clusters Score -8746275 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 47218 members 
Entering Unmasked Estep 
Score: -8746470.000000 Penalty: 5486.254395
	Iteration 43Q: 3 clusters Score -8746470 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -8746643.000000 Penalty: 5486.254395
	Iteration 44Q: 3 clusters Score -8746643 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -8746933.000000 Penalty: 5486.254395
	Iteration 45Q: 3 clusters Score -8746933 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -8747210.000000 Penalty: 5486.254395
	Iteration 46Q: 3 clusters Score -8747210 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -8747524.000000 Penalty: 5486.254395
	Iteration 47Q: 3 clusters Score -8747524 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -8747837.000000 Penalty: 5486.254395
	Iteration 48Q: 3 clusters Score -8747837 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -8748095.000000 Penalty: 5486.254395
	Iteration 49Q: 3 clusters Score -8748095 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 52800 members 
Entering Unmasked Estep 
Score: -8748412.000000 Penalty: 5486.254395
	Iteration 50Q: 3 clusters Score -8748412 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -8748693.000000 Penalty: 5486.254395
	Iteration 51Q: 3 clusters Score -8748693 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -8748995.000000 Penalty: 5486.254395
	Iteration 52Q: 3 clusters Score -8748995 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 55064 members 
Entering Unmasked Estep 
Score: -8749310.000000 Penalty: 5486.254395
	Iteration 53Q: 3 clusters Score -8749310 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -8749609.000000 Penalty: 5486.254395
	Iteration 54Q: 3 clusters Score -8749609 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 56430 members 
Entering Unmasked Estep 
Score: -8749867.000000 Penalty: 5486.254395
	Iteration 55Q: 3 clusters Score -8749867 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -8750129.000000 Penalty: 5486.254395
	Iteration 56Q: 3 clusters Score -8750129 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
Score: -8750357.000000 Penalty: 5486.254395
	Iteration 57Q: 3 clusters Score -8750357 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 58199 members 
Entering Unmasked Estep 
Score: -8750576.000000 Penalty: 5486.254395
	Iteration 58Q: 3 clusters Score -8750576 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 58707 members 
Entering Unmasked Estep 
Score: -8750795.000000 Penalty: 5486.254395
	Iteration 59Q: 3 clusters Score -8750795 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 59181 members 
Entering Unmasked Estep 
Score: -8751038.000000 Penalty: 5486.254395
	Iteration 60F: 3 clusters Score -8751038 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 59623 members 
Entering Unmasked Estep 
Score: -8751237.000000 Penalty: 5486.254395
	Iteration 61Q: 3 clusters Score -8751237 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 60003 members 
Entering Unmasked Estep 
Score: -8751400.000000 Penalty: 5486.254395
	Iteration 62Q: 3 clusters Score -8751400 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 60362 members 
Entering Unmasked Estep 
Score: -8751573.000000 Penalty: 5486.254395
	Iteration 63Q: 3 clusters Score -8751573 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 60667 members 
Entering Unmasked Estep 
Score: -8751713.000000 Penalty: 5486.254395
	Iteration 64Q: 3 clusters Score -8751713 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 60938 members 
Entering Unmasked Estep 
Score: -8751833.000000 Penalty: 5486.254395
	Iteration 65Q: 3 clusters Score -8751833 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 61174 members 
Entering Unmasked Estep 
Score: -8751903.000000 Penalty: 5486.254395
	Iteration 66Q: 3 clusters Score -8751903 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 61380 members 
Entering Unmasked Estep 
Score: -8751995.000000 Penalty: 5486.254395
	Iteration 67Q: 3 clusters Score -8751995 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 61556 members 
Entering Unmasked Estep 
Score: -8752056.000000 Penalty: 5486.254395
	Iteration 68Q: 3 clusters Score -8752056 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 61702 members 
Entering Unmasked Estep 
Score: -8752112.000000 Penalty: 5486.254395
	Iteration 69Q: 3 clusters Score -8752112 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 61838 members 
Entering Unmasked Estep 
Score: -8752182.000000 Penalty: 5486.254395
	Iteration 70Q: 3 clusters Score -8752182 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 61955 members 
Entering Unmasked Estep 
Score: -8752239.000000 Penalty: 5486.254395
	Iteration 71Q: 3 clusters Score -8752239 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 62056 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8752264 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 62147 members 
Entering Unmasked Estep 
Score: -8752329.000000 Penalty: 5486.254395
	Iteration 73Q: 3 clusters Score -8752329 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 62221 members 
Entering Unmasked Estep 
Score: -8752375.000000 Penalty: 5486.254395
	Iteration 74Q: 3 clusters Score -8752375 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 62279 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8752387 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 62335 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8752424 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 62380 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8752435 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 62413 members 
Entering Unmasked Estep 
Score: -8752469.000000 Penalty: 5486.254395
	Iteration 78Q: 3 clusters Score -8752469 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 62450 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8752466 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 62489 members 
Entering Unmasked Estep 
Score: -8752492.000000 Penalty: 5486.254395
	Iteration 80F: 3 clusters Score -8752492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 62512 members 
Entering Unmasked Estep 
Score: -8752505.000000 Penalty: 5486.254395
	Iteration 81Q: 3 clusters Score -8752505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 62540 members 
Entering Unmasked Estep 
Score: -8752509.000000 Penalty: 5486.254395
	Iteration 82Q: 3 clusters Score -8752509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 62569 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8752524 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 62599 members 
Entering Unmasked Estep 
Score: -8752541.000000 Penalty: 5486.254395
	Iteration 84Q: 3 clusters Score -8752541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 62621 members 
Entering Unmasked Estep 
Score: -8752551.000000 Penalty: 5486.254395
	Iteration 85Q: 3 clusters Score -8752551 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 62639 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8752549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 62658 members 
Entering Unmasked Estep 
Score: -8752572.000000 Penalty: 5486.254395
	Iteration 87Q: 3 clusters Score -8752572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 62669 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8752591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 62685 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8752591 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 62713 members 
Entering Unmasked Estep 
Score: -8752611.000000 Penalty: 5486.254395
	Iteration 90Q: 3 clusters Score -8752611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 62737 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8752639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 62754 members 
Entering Unmasked Estep 
Score: -8752640.000000 Penalty: 5486.254395
	Iteration 92Q: 3 clusters Score -8752640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 62771 members 
Entering Unmasked Estep 
Score: -8752643.000000 Penalty: 5486.254395
	Iteration 93Q: 3 clusters Score -8752643 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 62795 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8752660 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8752675 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 62830 members 
Entering Unmasked Estep 
Score: -8752690.000000 Penalty: 5486.254395
	Iteration 96Q: 3 clusters Score -8752690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 62843 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8752700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -8752723.000000 Penalty: 5486.254395
	Iteration 98Q: 3 clusters Score -8752723 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 62874 members 
Entering Unmasked Estep 
Score: -8752739.000000 Penalty: 5486.254395
	Iteration 99Q: 3 clusters Score -8752739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -8752746.000000 Penalty: 5486.254395
	Iteration 100F: 3 clusters Score -8752746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -8752754.000000 Penalty: 5486.254395
	Iteration 101Q: 3 clusters Score -8752754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 62907 members 
Entering Unmasked Estep 
Score: -8752753.000000 Penalty: 5486.254395
	Iteration 102Q: 3 clusters Score -8752753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 62915 members 
Entering Unmasked Estep 
Score: -8752763.000000 Penalty: 5486.254395
	Iteration 103Q: 3 clusters Score -8752763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 62922 members 
Entering Unmasked Estep 
Score: -8752773.000000 Penalty: 5486.254395
	Iteration 104Q: 3 clusters Score -8752773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 62926 members 
Entering Unmasked Estep 
Score: -8752771.000000 Penalty: 5486.254395
	Iteration 105Q: 3 clusters Score -8752771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 62927 members 
Entering Unmasked Estep 
Score: -8752773.000000 Penalty: 5486.254395
	Iteration 106Q: 3 clusters Score -8752773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 62929 members 
Entering Unmasked Estep 
Score: -8752784.000000 Penalty: 5486.254395
	Iteration 107Q: 3 clusters Score -8752784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 62932 members 
Entering Unmasked Estep 
Score: -8752775.000000 Penalty: 5486.254395
	Iteration 108Q: 3 clusters Score -8752775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 62936 members 
Entering Unmasked Estep 
Score: -8752784.000000 Penalty: 5486.254395
	Iteration 109Q: 3 clusters Score -8752784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -8752780.000000 Penalty: 5486.254395
	Iteration 110Q: 3 clusters Score -8752780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 62939 members 
Entering Unmasked Estep 
Score: -8752782.000000 Penalty: 5486.254395
	Iteration 111Q: 3 clusters Score -8752782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 62947 members 
Entering Unmasked Estep 
Score: -8752785.000000 Penalty: 5486.254395
	Iteration 112Q: 3 clusters Score -8752785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 62952 members 
Entering Unmasked Estep 
Score: -8752793.000000 Penalty: 5486.254395
	Iteration 113Q: 3 clusters Score -8752793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 62955 members 
Entering Unmasked Estep 
Score: -8752792.000000 Penalty: 5486.254395
	Iteration 114Q: 3 clusters Score -8752792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 62958 members 
Entering Unmasked Estep 
Score: -8752795.000000 Penalty: 5486.254395
	Iteration 115Q: 3 clusters Score -8752795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 62965 members 
Entering Unmasked Estep 
Score: -8752803.000000 Penalty: 5486.254395
	Iteration 116Q: 3 clusters Score -8752803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 62971 members 
Entering Unmasked Estep 
Score: -8752805.000000 Penalty: 5486.254395
	Iteration 117Q: 3 clusters Score -8752805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 62975 members 
Entering Unmasked Estep 
Score: -8752806.000000 Penalty: 5486.254395
	Iteration 118Q: 3 clusters Score -8752806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 62977 members 
Entering Unmasked Estep 
Score: -8752806.000000 Penalty: 5486.254395
	Iteration 119Q: 3 clusters Score -8752806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 62980 members 
Entering Unmasked Estep 
Score: -8752809.000000 Penalty: 5486.254395
	Iteration 120F: 3 clusters Score -8752809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 62983 members 
Entering Unmasked Estep 
Score: -8752807.000000 Penalty: 5486.254395
	Iteration 121Q: 3 clusters Score -8752807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 62986 members 
Entering Unmasked Estep 
Score: -8752804.000000 Penalty: 5486.254395
	Iteration 122Q: 3 clusters Score -8752804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 62987 members 
Entering Unmasked Estep 
Score: -8752802.000000 Penalty: 5486.254395
	Iteration 123Q: 3 clusters Score -8752802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 62991 members 
Entering Unmasked Estep 
Score: -8752810.000000 Penalty: 5486.254395
	Iteration 124Q: 3 clusters Score -8752810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 62995 members 
Entering Unmasked Estep 
Score: -8752813.000000 Penalty: 5486.254395
	Iteration 125Q: 3 clusters Score -8752813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 62997 members 
Entering Unmasked Estep 
Score: -8752810.000000 Penalty: 5486.254395
	Iteration 126Q: 3 clusters Score -8752810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
Score: -8752810.000000 Penalty: 5486.254395
	Iteration 127Q: 3 clusters Score -8752810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 63001 members 
Entering Unmasked Estep 
Score: -8752813.000000 Penalty: 5486.254395
	Iteration 128Q: 3 clusters Score -8752813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 63005 members 
Entering Unmasked Estep 
Score: -8752817.000000 Penalty: 5486.254395
	Iteration 129Q: 3 clusters Score -8752817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 63007 members 
Entering Unmasked Estep 
Score: -8752819.000000 Penalty: 5486.254395
	Iteration 130Q: 3 clusters Score -8752819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 63011 members 
Entering Unmasked Estep 
Score: -8752820.000000 Penalty: 5486.254395
	Iteration 131Q: 3 clusters Score -8752820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 63015 members 
Entering Unmasked Estep 
Score: -8752817.000000 Penalty: 5486.254395
	Iteration 132Q: 3 clusters Score -8752817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 63017 members 
Entering Unmasked Estep 
Score: -8752821.000000 Penalty: 5486.254395
	Iteration 133Q: 3 clusters Score -8752821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 63022 members 
Entering Unmasked Estep 
Score: -8752827.000000 Penalty: 5486.254395
	Iteration 134Q: 3 clusters Score -8752827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 63023 members 
Entering Unmasked Estep 
Score: -8752830.000000 Penalty: 5486.254395
	Iteration 135Q: 3 clusters Score -8752830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 63024 members 
Entering Unmasked Estep 
Score: -8752833.000000 Penalty: 5486.254395
	Iteration 136Q: 3 clusters Score -8752833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 63026 members 
Entering Unmasked Estep 
Score: -8752839.000000 Penalty: 5486.254395
	Iteration 137Q: 3 clusters Score -8752839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -8752844.000000 Penalty: 5486.254395
	Iteration 138Q: 3 clusters Score -8752844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 63030 members 
Entering Unmasked Estep 
Score: -8752843.000000 Penalty: 5486.254395
	Iteration 139Q: 3 clusters Score -8752843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 63037 members 
Entering Unmasked Estep 
Score: -8752852.000000 Penalty: 5486.254395
	Iteration 140F: 3 clusters Score -8752852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 63042 members 
Entering Unmasked Estep 
Score: -8752852.000000 Penalty: 5486.254395
	Iteration 141Q: 3 clusters Score -8752852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 63051 members 
Entering Unmasked Estep 
Score: -8752848.000000 Penalty: 5486.254395
	Iteration 142Q: 3 clusters Score -8752848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 63054 members 
Entering Unmasked Estep 
Score: -8752847.000000 Penalty: 5486.254395
	Iteration 143Q: 3 clusters Score -8752847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 63055 members 
Entering Unmasked Estep 
Score: -8752849.000000 Penalty: 5486.254395
	Iteration 144Q: 3 clusters Score -8752849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 63055 members 
Entering Unmasked Estep 
Score: -8752849.000000 Penalty: 5486.254395
	Iteration 145F: 3 clusters Score -8752849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Entering Unmasked Estep 
Score: -929539.375000 Penalty: 2190.300781
	Iteration 0F: 2 clusters Score -929539.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -923840.000000 Penalty: 4380.601562
	Iteration 0F: 3 clusters Score -923840 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -925289.125000 Penalty: 4380.601562
	Iteration 1F: 3 clusters Score -925289.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -925507.375000 Penalty: 4380.601562
	Iteration 2F: 3 clusters Score -925507.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -925654.937500 Penalty: 4380.601562
	Iteration 3Q: 3 clusters Score -925654.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -925737.375000 Penalty: 4380.601562
	Iteration 4Q: 3 clusters Score -925737.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -925792.625000 Penalty: 4380.601562
	Iteration 5Q: 3 clusters Score -925792.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -925832.625000 Penalty: 4380.601562
	Iteration 6Q: 3 clusters Score -925832.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -925877.187500 Penalty: 4380.601562
	Iteration 7Q: 3 clusters Score -925877.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -925916.187500 Penalty: 4380.601562
	Iteration 8Q: 3 clusters Score -925916.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -925947.875000 Penalty: 4380.601562
	Iteration 9Q: 3 clusters Score -925947.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -925981.375000 Penalty: 4380.601562
	Iteration 10Q: 3 clusters Score -925981.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -926019.625000 Penalty: 4380.601562
	Iteration 11Q: 3 clusters Score -926019.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -926059.187500 Penalty: 4380.601562
	Iteration 12Q: 3 clusters Score -926059.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -926095.000000 Penalty: 4380.601562
	Iteration 13Q: 3 clusters Score -926095 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -926136.125000 Penalty: 4380.601562
	Iteration 14Q: 3 clusters Score -926136.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -926183.562500 Penalty: 4380.601562
	Iteration 15Q: 3 clusters Score -926183.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -926228.875000 Penalty: 4380.601562
	Iteration 16Q: 3 clusters Score -926228.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -926290.500000 Penalty: 4380.601562
	Iteration 17Q: 3 clusters Score -926290.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -926364.625000 Penalty: 4380.601562
	Iteration 18Q: 3 clusters Score -926364.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -926435.250000 Penalty: 4380.601562
	Iteration 19Q: 3 clusters Score -926435.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -926500.625000 Penalty: 4380.601562
	Iteration 20F: 3 clusters Score -926500.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -926590.500000 Penalty: 4380.601562
	Iteration 21Q: 3 clusters Score -926590.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -926698.875000 Penalty: 4380.601562
	Iteration 22Q: 3 clusters Score -926698.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -926777.125000 Penalty: 4380.601562
	Iteration 23Q: 3 clusters Score -926777.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -926869.250000 Penalty: 4380.601562
	Iteration 24Q: 3 clusters Score -926869.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -926954.937500 Penalty: 4380.601562
	Iteration 25Q: 3 clusters Score -926954.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -927042.125000 Penalty: 4380.601562
	Iteration 26Q: 3 clusters Score -927042.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -927123.500000 Penalty: 4380.601562
	Iteration 27Q: 3 clusters Score -927123.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -927194.562500 Penalty: 4380.601562
	Iteration 28Q: 3 clusters Score -927194.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -927257.062500 Penalty: 4380.601562
	Iteration 29Q: 3 clusters Score -927257.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -927308.375000 Penalty: 4380.601562
	Iteration 30Q: 3 clusters Score -927308.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -927354.125000 Penalty: 4380.601562
	Iteration 31Q: 3 clusters Score -927354.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -927405.062500 Penalty: 4380.601562
	Iteration 32Q: 3 clusters Score -927405.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -927440.375000 Penalty: 4380.601562
	Iteration 33Q: 3 clusters Score -927440.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -927477.312500 Penalty: 4380.601562
	Iteration 34Q: 3 clusters Score -927477.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -927504.125000 Penalty: 4380.601562
	Iteration 35Q: 3 clusters Score -927504.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -927538.562500 Penalty: 4380.601562
	Iteration 36Q: 3 clusters Score -927538.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -927553.750000 Penalty: 4380.601562
	Iteration 37Q: 3 clusters Score -927553.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -927570.187500 Penalty: 4380.601562
	Iteration 38Q: 3 clusters Score -927570.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -927584.687500 Penalty: 4380.601562
	Iteration 39Q: 3 clusters Score -927584.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -927590.562500 Penalty: 4380.601562
	Iteration 40F: 3 clusters Score -927590.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -927597.312500 Penalty: 4380.601562
	Iteration 41Q: 3 clusters Score -927597.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -927606.750000 Penalty: 4380.601562
	Iteration 42Q: 3 clusters Score -927606.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -927617.562500 Penalty: 4380.601562
	Iteration 43Q: 3 clusters Score -927617.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -927629.187500 Penalty: 4380.601562
	Iteration 44Q: 3 clusters Score -927629.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -927634.250000 Penalty: 4380.601562
	Iteration 45Q: 3 clusters Score -927634.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -927639.125000 Penalty: 4380.601562
	Iteration 46Q: 3 clusters Score -927639.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -927641.875000 Penalty: 4380.601562
	Iteration 47Q: 3 clusters Score -927641.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -927641.875000 Penalty: 4380.601562
	Iteration 48F: 3 clusters Score -927641.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 3 contains 161089 members 
Mstep: Class 4 contains 28080 members 
Mstep: Class 5 contains 158793 members 
Mstep: Class 6 contains 84587 members 
Mstep: Class 7 contains 3035 members 
Mstep: Class 8 contains 7676 members 
Mstep: Class 10 contains 155750 members 
Mstep: Class 11 contains 180381 members 
Mstep: Class 12 contains 69367 members 
Mstep: Class 14 contains 3388 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 18 contains 160157 members 
Mstep: Class 19 contains 132174 members 
Mstep: Class 20 contains 157466 members 
Mstep: Class 21 contains 63640 members 
Mstep: Class 22 contains 6849 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 20 clusters Score -1.803779e+08 nChanged 22891
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3609 members 
Mstep: Class 3 contains 160474 members 
Mstep: Class 4 contains 29266 members 
Mstep: Class 5 contains 160651 members 
Mstep: Class 6 contains 85631 members 
Mstep: Class 7 contains 3021 members 
Mstep: Class 8 contains 7643 members 
Mstep: Class 9 contains 1565 members 
Mstep: Class 10 contains 153978 members 
Mstep: Class 11 contains 184580 members 
Mstep: Class 12 contains 68848 members 
Mstep: Class 14 contains 3323 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 18 contains 159702 members 
Mstep: Class 19 contains 130464 members 
Mstep: Class 20 contains 155525 members 
Mstep: Class 21 contains 62663 members 
Mstep: Class 22 contains 6689 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 20 clusters Score -1.803799e+08 nChanged 22271
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3672 members 
Mstep: Class 3 contains 159975 members 
Mstep: Class 4 contains 30615 members 
Mstep: Class 5 contains 161753 members 
Mstep: Class 6 contains 86666 members 
Mstep: Class 7 contains 3003 members 
Mstep: Class 8 contains 7624 members 
Mstep: Class 9 contains 1563 members 
Mstep: Class 10 contains 152553 members 
Mstep: Class 11 contains 188161 members 
Mstep: Class 12 contains 68196 members 
Mstep: Class 14 contains 3215 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 18 contains 159348 members 
Mstep: Class 19 contains 128692 members 
Mstep: Class 20 contains 154161 members 
Mstep: Class 21 contains 61832 members 
Mstep: Class 22 contains 6611 members 
Entering Unmasked Estep 
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Iteration 41Q: 20 clusters Score -1.8038e+08 nChanged 21968
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3685 members 
Mstep: Class 3 contains 159559 members 
Mstep: Class 4 contains 31984 members 
Mstep: Class 5 contains 162552 members 
Mstep: Class 6 contains 87772 members 
Mstep: Class 7 contains 2990 members 
Mstep: Class 8 contains 7610 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 151296 members 
Mstep: Class 11 contains 190925 members 
Mstep: Class 12 contains 67504 members 
Mstep: Class 14 contains 3097 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 18 contains 159151 members 
Mstep: Class 19 contains 126966 members 
Mstep: Class 20 contains 153425 members 
Mstep: Class 21 contains 61069 members 
Mstep: Class 22 contains 6496 members 
Entering Unmasked Estep 
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Iteration 42Q: 20 clusters Score -1.803809e+08 nChanged 21514
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3701 members 
Mstep: Class 3 contains 159223 members 
Mstep: Class 4 contains 33422 members 
Mstep: Class 5 contains 163142 members 
Mstep: Class 6 contains 88822 members 
Mstep: Class 7 contains 2976 members 
Mstep: Class 8 contains 7600 members 
Mstep: Class 9 contains 1562 members 
Mstep: Class 10 contains 150155 members 
Mstep: Class 11 contains 192714 members 
Mstep: Class 12 contains 66851 members 
Mstep: Class 14 contains 2992 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 18 contains 159101 members 
Mstep: Class 19 contains 125241 members 
Mstep: Class 20 contains 153307 members 
Mstep: Class 21 contains 60444 members 
Mstep: Class 22 contains 6398 members 
Entering Unmasked Estep 
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Iteration 43Q: 20 clusters Score -1.803817e+08 nChanged 20742
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3709 members 
Mstep: Class 3 contains 159190 members 
Mstep: Class 4 contains 34863 members 
Mstep: Class 5 contains 163590 members 
Mstep: Class 6 contains 89800 members 
Mstep: Class 7 contains 2966 members 
Mstep: Class 8 contains 7593 members 
Mstep: Class 9 contains 1561 members 
Mstep: Class 10 contains 149537 members 
Mstep: Class 11 contains 193553 members 
Mstep: Class 12 contains 66079 members 
Mstep: Class 14 contains 2886 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 18 contains 159038 members 
Mstep: Class 19 contains 123440 members 
Mstep: Class 20 contains 153665 members 
Mstep: Class 21 contains 59860 members 
Mstep: Class 22 contains 6327 members 
Entering Unmasked Estep 
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Iteration 44Q: 20 clusters Score -1.803817e+08 nChanged 19602
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3710 members 
Mstep: Class 3 contains 159285 members 
Mstep: Class 4 contains 36273 members 
Mstep: Class 5 contains 163888 members 
Mstep: Class 6 contains 90650 members 
Mstep: Class 7 contains 2956 members 
Mstep: Class 8 contains 7596 members 
Mstep: Class 9 contains 1557 members 
Mstep: Class 10 contains 149193 members 
Mstep: Class 11 contains 193564 members 
Mstep: Class 12 contains 65403 members 
Mstep: Class 14 contains 2786 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 18 contains 158928 members 
Mstep: Class 19 contains 121797 members 
Mstep: Class 20 contains 154393 members 
Mstep: Class 21 contains 59406 members 
Mstep: Class 22 contains 6279 members 
Entering Unmasked Estep 
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Iteration 45Q: 20 clusters Score -1.803823e+08 nChanged 18130
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3694 members 
Mstep: Class 3 contains 159407 members 
Mstep: Class 4 contains 37774 members 
Mstep: Class 5 contains 164104 members 
Mstep: Class 6 contains 91367 members 
Mstep: Class 7 contains 2947 members 
Mstep: Class 8 contains 7601 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 149107 members 
Mstep: Class 11 contains 192906 members 
Mstep: Class 12 contains 64672 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 18 contains 158856 members 
Mstep: Class 19 contains 120187 members 
Mstep: Class 20 contains 155551 members 
Mstep: Class 21 contains 59017 members 
Mstep: Class 22 contains 6236 members 
Entering Unmasked Estep 
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Iteration 46Q: 20 clusters Score -1.803828e+08 nChanged 16623
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3700 members 
Mstep: Class 3 contains 159537 members 
Mstep: Class 4 contains 39352 members 
Mstep: Class 5 contains 164041 members 
Mstep: Class 6 contains 92057 members 
Mstep: Class 7 contains 2940 members 
Mstep: Class 8 contains 7608 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 149124 members 
Mstep: Class 11 contains 191589 members 
Mstep: Class 12 contains 63961 members 
Mstep: Class 14 contains 2570 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 18 contains 158893 members 
Mstep: Class 19 contains 118807 members 
Mstep: Class 20 contains 157062 members 
Mstep: Class 21 contains 58664 members 
Mstep: Class 22 contains 6199 members 
Entering Unmasked Estep 
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Iteration 47Q: 20 clusters Score -1.803831e+08 nChanged 15225
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3720 members 
Mstep: Class 3 contains 159652 members 
Mstep: Class 4 contains 40920 members 
Mstep: Class 5 contains 163901 members 
Mstep: Class 6 contains 92635 members 
Mstep: Class 7 contains 2928 members 
Mstep: Class 8 contains 7614 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 149318 members 
Mstep: Class 11 contains 189917 members 
Mstep: Class 12 contains 63273 members 
Mstep: Class 14 contains 2468 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 18 contains 158894 members 
Mstep: Class 19 contains 117553 members 
Mstep: Class 20 contains 158710 members 
Mstep: Class 21 contains 58410 members 
Mstep: Class 22 contains 6191 members 
Entering Unmasked Estep 
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Iteration 48Q: 20 clusters Score -1.803848e+08 nChanged 13936
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3720 members 
Mstep: Class 3 contains 159768 members 
Mstep: Class 4 contains 42498 members 
Mstep: Class 5 contains 163796 members 
Mstep: Class 6 contains 93080 members 
Mstep: Class 7 contains 2917 members 
Mstep: Class 8 contains 7614 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 149620 members 
Mstep: Class 11 contains 188077 members 
Mstep: Class 12 contains 62619 members 
Mstep: Class 14 contains 2376 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 18 contains 158845 members 
Mstep: Class 19 contains 116451 members 
Mstep: Class 20 contains 160351 members 
Mstep: Class 21 contains 58209 members 
Mstep: Class 22 contains 6161 members 
Entering Unmasked Estep 
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Iteration 49Q: 20 clusters Score -1.80387e+08 nChanged 13237
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3731 members 
Mstep: Class 3 contains 159968 members 
Mstep: Class 4 contains 44087 members 
Mstep: Class 5 contains 163675 members 
Mstep: Class 6 contains 93421 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7618 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 149989 members 
Mstep: Class 11 contains 186201 members 
Mstep: Class 12 contains 61936 members 
Mstep: Class 14 contains 2281 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 18 contains 158904 members 
Mstep: Class 19 contains 115339 members 
Mstep: Class 20 contains 161782 members 
Mstep: Class 21 contains 58124 members 
Mstep: Class 22 contains 6142 members 
Entering Unmasked Estep 
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Iteration 50Q: 20 clusters Score -1.803886e+08 nChanged 12439
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3730 members 
Mstep: Class 3 contains 160109 members 
Mstep: Class 4 contains 45611 members 
Mstep: Class 5 contains 163573 members 
Mstep: Class 6 contains 93654 members 
Mstep: Class 7 contains 2899 members 
Mstep: Class 8 contains 7620 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 150493 members 
Mstep: Class 11 contains 184364 members 
Mstep: Class 12 contains 61281 members 
Mstep: Class 14 contains 2199 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 18 contains 158981 members 
Mstep: Class 19 contains 114308 members 
Mstep: Class 20 contains 163066 members 
Mstep: Class 21 contains 58109 members 
Mstep: Class 22 contains 6111 members 
Entering Unmasked Estep 
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Iteration 51Q: 20 clusters Score -1.803907e+08 nChanged 11825
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3746 members 
Mstep: Class 3 contains 160205 members 
Mstep: Class 4 contains 47201 members 
Mstep: Class 5 contains 163578 members 
Mstep: Class 6 contains 93822 members 
Mstep: Class 7 contains 2877 members 
Mstep: Class 8 contains 7620 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 151004 members 
Mstep: Class 11 contains 182524 members 
Mstep: Class 12 contains 60660 members 
Mstep: Class 14 contains 2144 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 18 contains 159046 members 
Mstep: Class 19 contains 113317 members 
Mstep: Class 20 contains 164052 members 
Mstep: Class 21 contains 58205 members 
Mstep: Class 22 contains 6108 members 
Entering Unmasked Estep 
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Iteration 52Q: 20 clusters Score -1.803922e+08 nChanged 11537
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3743 members 
Mstep: Class 3 contains 160238 members 
Mstep: Class 4 contains 48782 members 
Mstep: Class 5 contains 163603 members 
Mstep: Class 6 contains 93878 members 
Mstep: Class 7 contains 2869 members 
Mstep: Class 8 contains 7633 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 151599 members 
Mstep: Class 11 contains 180748 members 
Mstep: Class 12 contains 60035 members 
Mstep: Class 14 contains 2077 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 18 contains 159124 members 
Mstep: Class 19 contains 112335 members 
Mstep: Class 20 contains 164954 members 
Mstep: Class 21 contains 58408 members 
Mstep: Class 22 contains 6088 members 
Entering Unmasked Estep 
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Iteration 53Q: 20 clusters Score -1.803934e+08 nChanged 11234
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3741 members 
Mstep: Class 3 contains 160321 members 
Mstep: Class 4 contains 50303 members 
Mstep: Class 5 contains 163637 members 
Mstep: Class 6 contains 93924 members 
Mstep: Class 7 contains 2868 members 
Mstep: Class 8 contains 7634 members 
Mstep: Class 9 contains 1557 members 
Mstep: Class 10 contains 152274 members 
Mstep: Class 11 contains 179071 members 
Mstep: Class 12 contains 59358 members 
Mstep: Class 14 contains 2013 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 18 contains 159217 members 
Mstep: Class 19 contains 111415 members 
Mstep: Class 20 contains 165632 members 
Mstep: Class 21 contains 58619 members 
Mstep: Class 22 contains 6083 members 
Entering Unmasked Estep 
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Iteration 54Q: 20 clusters Score -1.803949e+08 nChanged 10810
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3744 members 
Mstep: Class 3 contains 160408 members 
Mstep: Class 4 contains 51836 members 
Mstep: Class 5 contains 163698 members 
Mstep: Class 6 contains 93935 members 
Mstep: Class 7 contains 2870 members 
Mstep: Class 8 contains 7636 members 
Mstep: Class 9 contains 1557 members 
Mstep: Class 10 contains 153049 members 
Mstep: Class 11 contains 177604 members 
Mstep: Class 12 contains 58639 members 
Mstep: Class 14 contains 1953 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 18 contains 159331 members 
Mstep: Class 19 contains 110520 members 
Mstep: Class 20 contains 165924 members 
Mstep: Class 21 contains 58888 members 
Mstep: Class 22 contains 6076 members 
Entering Unmasked Estep 
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Iteration 55Q: 20 clusters Score -1.803952e+08 nChanged 10360
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3750 members 
Mstep: Class 3 contains 160580 members 
Mstep: Class 4 contains 53325 members 
Mstep: Class 5 contains 163699 members 
Mstep: Class 6 contains 93895 members 
Mstep: Class 7 contains 2873 members 
Mstep: Class 8 contains 7632 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 153704 members 
Mstep: Class 11 contains 176301 members 
Mstep: Class 12 contains 57924 members 
Mstep: Class 14 contains 1884 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 18 contains 159464 members 
Mstep: Class 19 contains 109786 members 
Mstep: Class 20 contains 166010 members 
Mstep: Class 21 contains 59227 members 
Mstep: Class 22 contains 6054 members 
Entering Unmasked Estep 
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Iteration 56Q: 20 clusters Score -1.803965e+08 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3751 members 
Mstep: Class 3 contains 160696 members 
Mstep: Class 4 contains 54804 members 
Mstep: Class 5 contains 163713 members 
Mstep: Class 6 contains 93811 members 
Mstep: Class 7 contains 2870 members 
Mstep: Class 8 contains 7629 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 154467 members 
Mstep: Class 11 contains 175212 members 
Mstep: Class 12 contains 57195 members 
Mstep: Class 14 contains 1817 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 18 contains 159634 members 
Mstep: Class 19 contains 109207 members 
Mstep: Class 20 contains 165684 members 
Mstep: Class 21 contains 59579 members 
Mstep: Class 22 contains 6035 members 
Entering Unmasked Estep 
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Iteration 57Q: 20 clusters Score -1.803974e+08 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3751 members 
Mstep: Class 3 contains 160877 members 
Mstep: Class 4 contains 56154 members 
Mstep: Class 5 contains 163691 members 
Mstep: Class 6 contains 93724 members 
Mstep: Class 7 contains 2870 members 
Mstep: Class 8 contains 7619 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 155271 members 
Mstep: Class 11 contains 174151 members 
Mstep: Class 12 contains 56440 members 
Mstep: Class 14 contains 1754 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 18 contains 159771 members 
Mstep: Class 19 contains 108803 members 
Mstep: Class 20 contains 165268 members 
Mstep: Class 21 contains 59930 members 
Mstep: Class 22 contains 6028 members 
Entering Unmasked Estep 
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Iteration 58Q: 20 clusters Score -1.803984e+08 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3767 members 
Mstep: Class 3 contains 161026 members 
Mstep: Class 4 contains 57463 members 
Mstep: Class 5 contains 163623 members 
Mstep: Class 6 contains 93633 members 
Mstep: Class 7 contains 2869 members 
Mstep: Class 8 contains 7606 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 156143 members 
Mstep: Class 11 contains 173144 members 
Mstep: Class 12 contains 55656 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 18 contains 159882 members 
Mstep: Class 19 contains 108498 members 
Mstep: Class 20 contains 164688 members 
Mstep: Class 21 contains 60357 members 
Mstep: Class 22 contains 6022 members 
Entering Unmasked Estep 
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Iteration 59Q: 20 clusters Score -1.803977e+08 nChanged 9473
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3769 members 
Mstep: Class 3 contains 161128 members 
Mstep: Class 4 contains 58812 members 
Mstep: Class 5 contains 163550 members 
Mstep: Class 6 contains 93478 members 
Mstep: Class 7 contains 2870 members 
Mstep: Class 8 contains 7599 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 157012 members 
Mstep: Class 11 contains 172361 members 
Mstep: Class 12 contains 54857 members 
Mstep: Class 14 contains 1684 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 18 contains 159911 members 
Mstep: Class 19 contains 108244 members 
Mstep: Class 20 contains 163990 members 
Mstep: Class 21 contains 60818 members 
Mstep: Class 22 contains 6018 members 
Entering Unmasked Estep 
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Iteration 60F: 20 clusters Score -1.803992e+08 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3779 members 
Mstep: Class 3 contains 161219 members 
Mstep: Class 4 contains 60132 members 
Mstep: Class 5 contains 163416 members 
Mstep: Class 6 contains 93340 members 
Mstep: Class 7 contains 2870 members 
Mstep: Class 8 contains 7595 members 
Mstep: Class 9 contains 1551 members 
Mstep: Class 10 contains 157887 members 
Mstep: Class 11 contains 171758 members 
Mstep: Class 12 contains 54003 members 
Mstep: Class 14 contains 1666 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 18 contains 159913 members 
Mstep: Class 19 contains 108096 members 
Mstep: Class 20 contains 163180 members 
Mstep: Class 21 contains 61257 members 
Mstep: Class 22 contains 5999 members 
Entering Unmasked Estep 
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Iteration 61Q: 20 clusters Score -1.804005e+08 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3784 members 
Mstep: Class 3 contains 161277 members 
Mstep: Class 4 contains 61363 members 
Mstep: Class 5 contains 163252 members 
Mstep: Class 6 contains 93227 members 
Mstep: Class 7 contains 2871 members 
Mstep: Class 8 contains 7589 members 
Mstep: Class 9 contains 1549 members 
Mstep: Class 10 contains 158755 members 
Mstep: Class 11 contains 171231 members 
Mstep: Class 12 contains 53145 members 
Mstep: Class 14 contains 1605 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 18 contains 159835 members 
Mstep: Class 19 contains 107982 members 
Mstep: Class 20 contains 162394 members 
Mstep: Class 21 contains 61811 members 
Mstep: Class 22 contains 5992 members 
Entering Unmasked Estep 
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Iteration 62Q: 20 clusters Score -1.804016e+08 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3788 members 
Mstep: Class 3 contains 161360 members 
Mstep: Class 4 contains 62482 members 
Mstep: Class 5 contains 163144 members 
Mstep: Class 6 contains 93113 members 
Mstep: Class 7 contains 2874 members 
Mstep: Class 8 contains 7581 members 
Mstep: Class 9 contains 1546 members 
Mstep: Class 10 contains 159440 members 
Mstep: Class 11 contains 170855 members 
Mstep: Class 12 contains 52320 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 18 contains 159747 members 
Mstep: Class 19 contains 107919 members 
Mstep: Class 20 contains 161578 members 
Mstep: Class 21 contains 62373 members 
Mstep: Class 22 contains 6003 members 
Entering Unmasked Estep 
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Iteration 63Q: 20 clusters Score -1.80402e+08 nChanged 9365
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3789 members 
Mstep: Class 3 contains 161515 members 
Mstep: Class 4 contains 63608 members 
Mstep: Class 5 contains 163083 members 
Mstep: Class 6 contains 92968 members 
Mstep: Class 7 contains 2875 members 
Mstep: Class 8 contains 7575 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 10 contains 159747 members 
Mstep: Class 11 contains 170577 members 
Mstep: Class 12 contains 51488 members 
Mstep: Class 14 contains 1486 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 18 contains 159716 members 
Mstep: Class 19 contains 107909 members 
Mstep: Class 20 contains 160784 members 
Mstep: Class 21 contains 62978 members 
Mstep: Class 22 contains 6016 members 
Entering Unmasked Estep 
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Iteration 64Q: 20 clusters Score -1.804021e+08 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3787 members 
Mstep: Class 3 contains 161619 members 
Mstep: Class 4 contains 64600 members 
Mstep: Class 5 contains 163044 members 
Mstep: Class 6 contains 92857 members 
Mstep: Class 7 contains 2881 members 
Mstep: Class 8 contains 7568 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 10 contains 159922 members 
Mstep: Class 11 contains 170339 members 
Mstep: Class 12 contains 50706 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 18 contains 159709 members 
Mstep: Class 19 contains 107933 members 
Mstep: Class 20 contains 160126 members 
Mstep: Class 21 contains 63563 members 
Mstep: Class 22 contains 6021 members 
Entering Unmasked Estep 
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Iteration 65Q: 20 clusters Score -1.804031e+08 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3789 members 
Mstep: Class 3 contains 161701 members 
Mstep: Class 4 contains 65541 members 
Mstep: Class 5 contains 163024 members 
Mstep: Class 6 contains 92759 members 
Mstep: Class 7 contains 2882 members 
Mstep: Class 8 contains 7565 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 10 contains 160069 members 
Mstep: Class 11 contains 170105 members 
Mstep: Class 12 contains 49885 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 18 contains 159711 members 
Mstep: Class 19 contains 107947 members 
Mstep: Class 20 contains 159496 members 
Mstep: Class 21 contains 64212 members 
Mstep: Class 22 contains 6026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180403168.000000 Penalty: 66618.078125
Iteration 66Q: 20 clusters Score -1.804032e+08 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3796 members 
Mstep: Class 3 contains 161727 members 
Mstep: Class 4 contains 66475 members 
Mstep: Class 5 contains 162997 members 
Mstep: Class 6 contains 92683 members 
Mstep: Class 7 contains 2883 members 
Mstep: Class 8 contains 7560 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 10 contains 160122 members 
Mstep: Class 11 contains 169873 members 
Mstep: Class 12 contains 49094 members 
Mstep: Class 14 contains 1371 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 18 contains 159709 members 
Mstep: Class 19 contains 107944 members 
Mstep: Class 20 contains 158956 members 
Mstep: Class 21 contains 64858 members 
Mstep: Class 22 contains 6064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180403584.000000 Penalty: 66618.078125
Iteration 67Q: 20 clusters Score -1.804036e+08 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3808 members 
Mstep: Class 3 contains 161780 members 
Mstep: Class 4 contains 67352 members 
Mstep: Class 5 contains 163029 members 
Mstep: Class 6 contains 92574 members 
Mstep: Class 7 contains 2885 members 
Mstep: Class 8 contains 7558 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 10 contains 159961 members 
Mstep: Class 11 contains 169758 members 
Mstep: Class 12 contains 48279 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 18 contains 159758 members 
Mstep: Class 19 contains 107827 members 
Mstep: Class 20 contains 158592 members 
Mstep: Class 21 contains 65516 members 
Mstep: Class 22 contains 6086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180404032.000000 Penalty: 66618.078125
Iteration 68Q: 20 clusters Score -1.80404e+08 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3808 members 
Mstep: Class 3 contains 161824 members 
Mstep: Class 4 contains 68190 members 
Mstep: Class 5 contains 163018 members 
Mstep: Class 6 contains 92477 members 
Mstep: Class 7 contains 2883 members 
Mstep: Class 8 contains 7555 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 10 contains 159688 members 
Mstep: Class 11 contains 169686 members 
Mstep: Class 12 contains 47490 members 
Mstep: Class 14 contains 1327 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 18 contains 159787 members 
Mstep: Class 19 contains 107747 members 
Mstep: Class 20 contains 158371 members 
Mstep: Class 21 contains 66145 members 
Mstep: Class 22 contains 6118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180404944.000000 Penalty: 66618.078125
Iteration 69Q: 20 clusters Score -1.804049e+08 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3811 members 
Mstep: Class 3 contains 161866 members 
Mstep: Class 4 contains 68936 members 
Mstep: Class 5 contains 162983 members 
Mstep: Class 6 contains 92414 members 
Mstep: Class 7 contains 2885 members 
Mstep: Class 8 contains 7549 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 10 contains 159446 members 
Mstep: Class 11 contains 169677 members 
Mstep: Class 12 contains 46713 members 
Mstep: Class 14 contains 1306 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 18 contains 159860 members 
Mstep: Class 19 contains 107561 members 
Mstep: Class 20 contains 158180 members 
Mstep: Class 21 contains 66781 members 
Mstep: Class 22 contains 6146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180404416.000000 Penalty: 66618.078125
Iteration 70Q: 20 clusters Score -1.804044e+08 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3816 members 
Mstep: Class 3 contains 161907 members 
Mstep: Class 4 contains 69621 members 
Mstep: Class 5 contains 162933 members 
Mstep: Class 6 contains 92335 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 7545 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 10 contains 159181 members 
Mstep: Class 11 contains 169672 members 
Mstep: Class 12 contains 46004 members 
Mstep: Class 14 contains 1286 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 18 contains 159884 members 
Mstep: Class 19 contains 107379 members 
Mstep: Class 20 contains 158050 members 
Mstep: Class 21 contains 67447 members 
Mstep: Class 22 contains 6166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180404672.000000 Penalty: 66618.078125
Iteration 71Q: 20 clusters Score -1.804047e+08 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3826 members 
Mstep: Class 3 contains 161903 members 
Mstep: Class 4 contains 70292 members 
Mstep: Class 5 contains 162916 members 
Mstep: Class 6 contains 92244 members 
Mstep: Class 7 contains 2887 members 
Mstep: Class 8 contains 7538 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 10 contains 158921 members 
Mstep: Class 11 contains 169725 members 
Mstep: Class 12 contains 45330 members 
Mstep: Class 14 contains 1277 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 18 contains 159967 members 
Mstep: Class 19 contains 107134 members 
Mstep: Class 20 contains 157931 members 
Mstep: Class 21 contains 68013 members 
Mstep: Class 22 contains 6206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180405024.000000 Penalty: 66618.078125
Iteration 72Q: 20 clusters Score -1.80405e+08 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3839 members 
Mstep: Class 3 contains 161856 members 
Mstep: Class 4 contains 70914 members 
Mstep: Class 5 contains 162906 members 
Mstep: Class 6 contains 92166 members 
Mstep: Class 7 contains 2889 members 
Mstep: Class 8 contains 7529 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 10 contains 158757 members 
Mstep: Class 11 contains 169819 members 
Mstep: Class 12 contains 44627 members 
Mstep: Class 14 contains 1265 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 18 contains 160059 members 
Mstep: Class 19 contains 106822 members 
Mstep: Class 20 contains 157823 members 
Mstep: Class 21 contains 68604 members 
Mstep: Class 22 contains 6236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180405104.000000 Penalty: 66618.078125
Iteration 73Q: 20 clusters Score -1.804051e+08 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3852 members 
Mstep: Class 3 contains 161846 members 
Mstep: Class 4 contains 71486 members 
Mstep: Class 5 contains 162884 members 
Mstep: Class 6 contains 92087 members 
Mstep: Class 7 contains 2888 members 
Mstep: Class 8 contains 7521 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 10 contains 158725 members 
Mstep: Class 11 contains 169843 members 
Mstep: Class 12 contains 43932 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 18 contains 160103 members 
Mstep: Class 19 contains 106451 members 
Mstep: Class 20 contains 157787 members 
Mstep: Class 21 contains 69203 members 
Mstep: Class 22 contains 6249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180405824.000000 Penalty: 66618.078125
Iteration 74Q: 20 clusters Score -1.804058e+08 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3855 members 
Mstep: Class 3 contains 161760 members 
Mstep: Class 4 contains 72043 members 
Mstep: Class 5 contains 162871 members 
Mstep: Class 6 contains 91998 members 
Mstep: Class 7 contains 2888 members 
Mstep: Class 8 contains 7508 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 10 contains 158632 members 
Mstep: Class 11 contains 169913 members 
Mstep: Class 12 contains 43245 members 
Mstep: Class 14 contains 1236 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 18 contains 160056 members 
Mstep: Class 19 contains 106098 members 
Mstep: Class 20 contains 157799 members 
Mstep: Class 21 contains 69914 members 
Mstep: Class 22 contains 6286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180405744.000000 Penalty: 66618.078125
Iteration 75Q: 20 clusters Score -1.804057e+08 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3856 members 
Mstep: Class 3 contains 161647 members 
Mstep: Class 4 contains 72557 members 
Mstep: Class 5 contains 162869 members 
Mstep: Class 6 contains 91902 members 
Mstep: Class 7 contains 2888 members 
Mstep: Class 8 contains 7494 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 10 contains 158634 members 
Mstep: Class 11 contains 169960 members 
Mstep: Class 12 contains 42586 members 
Mstep: Class 14 contains 1222 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 18 contains 160023 members 
Mstep: Class 19 contains 105671 members 
Mstep: Class 20 contains 157836 members 
Mstep: Class 21 contains 70656 members 
Mstep: Class 22 contains 6301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180406432.000000 Penalty: 66618.078125
Iteration 76Q: 20 clusters Score -1.804064e+08 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3859 members 
Mstep: Class 3 contains 161507 members 
Mstep: Class 4 contains 73017 members 
Mstep: Class 5 contains 162883 members 
Mstep: Class 6 contains 91816 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 7492 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 10 contains 158569 members 
Mstep: Class 11 contains 169934 members 
Mstep: Class 12 contains 41973 members 
Mstep: Class 14 contains 1215 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 18 contains 159922 members 
Mstep: Class 19 contains 105269 members 
Mstep: Class 20 contains 157943 members 
Mstep: Class 21 contains 71499 members 
Mstep: Class 22 contains 6321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180406992.000000 Penalty: 66618.078125
Iteration 77Q: 20 clusters Score -1.80407e+08 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3860 members 
Mstep: Class 3 contains 161345 members 
Mstep: Class 4 contains 73473 members 
Mstep: Class 5 contains 162941 members 
Mstep: Class 6 contains 91734 members 
Mstep: Class 7 contains 2885 members 
Mstep: Class 8 contains 7487 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 10 contains 158519 members 
Mstep: Class 11 contains 169870 members 
Mstep: Class 12 contains 41348 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 18 contains 159847 members 
Mstep: Class 19 contains 104831 members 
Mstep: Class 20 contains 158063 members 
Mstep: Class 21 contains 72367 members 
Mstep: Class 22 contains 6326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408144.000000 Penalty: 66618.078125
Iteration 78Q: 20 clusters Score -1.804081e+08 nChanged 6084
Entering ConstructFrom: 
Score: -180408144.000000 Penalty: 66618.078125
Entering ConstructFrom: 
Trying to split cluster 1 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -145195.656250 Penalty: 1741.450195
	Iteration 0F: 2 clusters Score -145195.7 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 549 members 
Entering Unmasked Estep 
Score: -143158.921875 Penalty: 3482.900391
	Iteration 0F: 3 clusters Score -143158.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -143480.953125 Penalty: 3482.900391
	Iteration 1F: 3 clusters Score -143481 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -143564.046875 Penalty: 3482.900391
	Iteration 2F: 3 clusters Score -143564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -143604.218750 Penalty: 3482.900391
	Iteration 3Q: 3 clusters Score -143604.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -143639.062500 Penalty: 3482.900391
	Iteration 4Q: 3 clusters Score -143639.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -143656.171875 Penalty: 3482.900391
	Iteration 5Q: 3 clusters Score -143656.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -143667.921875 Penalty: 3482.900391
	Iteration 6Q: 3 clusters Score -143667.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -143675.656250 Penalty: 3482.900391
	Iteration 7Q: 3 clusters Score -143675.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -143683.875000 Penalty: 3482.900391
	Iteration 8Q: 3 clusters Score -143683.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -143688.484375 Penalty: 3482.900391
	Iteration 9Q: 3 clusters Score -143688.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -143700.359375 Penalty: 3482.900391
	Iteration 10Q: 3 clusters Score -143700.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -143709.921875 Penalty: 3482.900391
	Iteration 11Q: 3 clusters Score -143709.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -143717.578125 Penalty: 3482.900391
	Iteration 12Q: 3 clusters Score -143717.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -143718.906250 Penalty: 3482.900391
	Iteration 13Q: 3 clusters Score -143718.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -143719.984375 Penalty: 3482.900391
	Iteration 14Q: 3 clusters Score -143720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -143723.328125 Penalty: 3482.900391
	Iteration 15Q: 3 clusters Score -143723.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -143730.671875 Penalty: 3482.900391
	Iteration 16Q: 3 clusters Score -143730.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -143736.828125 Penalty: 3482.900391
	Iteration 17Q: 3 clusters Score -143736.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -143743.656250 Penalty: 3482.900391
	Iteration 18Q: 3 clusters Score -143743.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -143748.750000 Penalty: 3482.900391
	Iteration 19Q: 3 clusters Score -143748.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -143753.937500 Penalty: 3482.900391
	Iteration 20F: 3 clusters Score -143753.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -143755.000000 Penalty: 3482.900391
	Iteration 21Q: 3 clusters Score -143755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -143756.828125 Penalty: 3482.900391
	Iteration 22Q: 3 clusters Score -143756.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -143759.500000 Penalty: 3482.900391
	Iteration 23Q: 3 clusters Score -143759.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -143762.796875 Penalty: 3482.900391
	Iteration 24Q: 3 clusters Score -143762.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -143769.343750 Penalty: 3482.900391
	Iteration 25Q: 3 clusters Score -143769.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -143774.609375 Penalty: 3482.900391
	Iteration 26Q: 3 clusters Score -143774.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -143777.609375 Penalty: 3482.900391
	Iteration 27Q: 3 clusters Score -143777.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -143779.640625 Penalty: 3482.900391
	Iteration 28Q: 3 clusters Score -143779.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -143779.640625 Penalty: 3482.900391
	Iteration 29F: 3 clusters Score -143779.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Entering Unmasked Estep 
Score: -509584.906250 Penalty: 2048.281494
	Iteration 0F: 2 clusters Score -509584.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -505797.500000 Penalty: 4096.562988
	Iteration 0F: 3 clusters Score -505797.5 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -506598.500000 Penalty: 4096.562988
	Iteration 1F: 3 clusters Score -506598.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -506773.000000 Penalty: 4096.562988
	Iteration 2F: 3 clusters Score -506773 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -506910.062500 Penalty: 4096.562988
	Iteration 3Q: 3 clusters Score -506910.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -507030.250000 Penalty: 4096.562988
	Iteration 4Q: 3 clusters Score -507030.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -507146.875000 Penalty: 4096.562988
	Iteration 5Q: 3 clusters Score -507146.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -507245.937500 Penalty: 4096.562988
	Iteration 6Q: 3 clusters Score -507245.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -507321.531250 Penalty: 4096.562988
	Iteration 7Q: 3 clusters Score -507321.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -507395.875000 Penalty: 4096.562988
	Iteration 8Q: 3 clusters Score -507395.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -507474.093750 Penalty: 4096.562988
	Iteration 9Q: 3 clusters Score -507474.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -507542.718750 Penalty: 4096.562988
	Iteration 10Q: 3 clusters Score -507542.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -507607.531250 Penalty: 4096.562988
	Iteration 11Q: 3 clusters Score -507607.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -507658.625000 Penalty: 4096.562988
	Iteration 12Q: 3 clusters Score -507658.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -507705.531250 Penalty: 4096.562988
	Iteration 13Q: 3 clusters Score -507705.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -507757.031250 Penalty: 4096.562988
	Iteration 14Q: 3 clusters Score -507757 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -507799.031250 Penalty: 4096.562988
	Iteration 15Q: 3 clusters Score -507799 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -507827.406250 Penalty: 4096.562988
	Iteration 16Q: 3 clusters Score -507827.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -507846.875000 Penalty: 4096.562988
	Iteration 17Q: 3 clusters Score -507846.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -507860.218750 Penalty: 4096.562988
	Iteration 18Q: 3 clusters Score -507860.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -507874.031250 Penalty: 4096.562988
	Iteration 19Q: 3 clusters Score -507874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -507888.812500 Penalty: 4096.562988
	Iteration 20F: 3 clusters Score -507888.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -507911.093750 Penalty: 4096.562988
	Iteration 21Q: 3 clusters Score -507911.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -507931.781250 Penalty: 4096.562988
	Iteration 22Q: 3 clusters Score -507931.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -507952.968750 Penalty: 4096.562988
	Iteration 23Q: 3 clusters Score -507953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -507975.750000 Penalty: 4096.562988
	Iteration 24Q: 3 clusters Score -507975.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -507997.343750 Penalty: 4096.562988
	Iteration 25Q: 3 clusters Score -507997.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -508011.187500 Penalty: 4096.562988
	Iteration 26Q: 3 clusters Score -508011.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -508021.312500 Penalty: 4096.562988
	Iteration 27Q: 3 clusters Score -508021.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -508029.250000 Penalty: 4096.562988
	Iteration 28Q: 3 clusters Score -508029.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -508038.343750 Penalty: 4096.562988
	Iteration 29Q: 3 clusters Score -508038.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -508050.156250 Penalty: 4096.562988
	Iteration 30Q: 3 clusters Score -508050.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -508060.281250 Penalty: 4096.562988
	Iteration 31Q: 3 clusters Score -508060.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -508071.531250 Penalty: 4096.562988
	Iteration 32Q: 3 clusters Score -508071.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -508077.250000 Penalty: 4096.562988
	Iteration 33Q: 3 clusters Score -508077.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -508077.125000 Penalty: 4096.562988
	Iteration 34Q: 3 clusters Score -508077.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -508078.343750 Penalty: 4096.562988
	Iteration 35Q: 3 clusters Score -508078.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -508078.656250 Penalty: 4096.562988
	Iteration 36Q: 3 clusters Score -508078.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -508081.406250 Penalty: 4096.562988
	Iteration 37Q: 3 clusters Score -508081.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -508081.812500 Penalty: 4096.562988
	Iteration 38Q: 3 clusters Score -508081.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -508081.812500 Penalty: 4096.562988
	Iteration 39F: 3 clusters Score -508081.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (161192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161192 members 
Entering Unmasked Estep 
Score: -21388156.000000 Penalty: 2973.607178
	Iteration 0F: 2 clusters Score -2.138816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80733 members 
Mstep: Class 2 contains 80459 members 
Entering Unmasked Estep 
Score: -21282480.000000 Penalty: 5947.214355
	Iteration 0F: 3 clusters Score -2.128248e+07 nChanged 76963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83574 members 
Mstep: Class 2 contains 77618 members 
Entering Unmasked Estep 
Score: -21326942.000000 Penalty: 5947.214355
	Iteration 1F: 3 clusters Score -2.132694e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85430 members 
Mstep: Class 2 contains 75762 members 
Entering Unmasked Estep 
Score: -21327948.000000 Penalty: 5947.214355
	Iteration 2Q: 3 clusters Score -2.132795e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88361 members 
Mstep: Class 2 contains 72831 members 
Entering Unmasked Estep 
Score: -21329288.000000 Penalty: 5947.214355
	Iteration 3Q: 3 clusters Score -2.132929e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92856 members 
Mstep: Class 2 contains 68336 members 
Entering Unmasked Estep 
Score: -21331490.000000 Penalty: 5947.214355
	Iteration 4Q: 3 clusters Score -2.133149e+07 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99582 members 
Mstep: Class 2 contains 61610 members 
Entering Unmasked Estep 
Score: -21335718.000000 Penalty: 5947.214355
	Iteration 5F: 3 clusters Score -2.133572e+07 nChanged 11298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109202 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -21343278.000000 Penalty: 5947.214355
	Iteration 6F: 3 clusters Score -2.134328e+07 nChanged 13780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121414 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -21354328.000000 Penalty: 5947.214355
	Iteration 7F: 3 clusters Score -2.135433e+07 nChanged 14032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134294 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -21367220.000000 Penalty: 5947.214355
	Iteration 8F: 3 clusters Score -2.136722e+07 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144338 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -21377506.000000 Penalty: 5947.214355
	Iteration 9F: 3 clusters Score -2.137751e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150007 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -21383818.000000 Penalty: 5947.214355
	Iteration 10Q: 3 clusters Score -2.138382e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152502 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -21386462.000000 Penalty: 5947.214355
	Iteration 11Q: 3 clusters Score -2.138646e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153754 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -21387434.000000 Penalty: 5947.214355
	Iteration 12Q: 3 clusters Score -2.138743e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154637 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -21387822.000000 Penalty: 5947.214355
	Iteration 13Q: 3 clusters Score -2.138782e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155263 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -21388032.000000 Penalty: 5947.214355
	Iteration 14Q: 3 clusters Score -2.138803e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155733 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -21388218.000000 Penalty: 5947.214355
	Iteration 15Q: 3 clusters Score -2.138822e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156074 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -21388266.000000 Penalty: 5947.214355
	Iteration 16Q: 3 clusters Score -2.138827e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156349 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -21388266.000000 Penalty: 5947.214355
	Iteration 17Q: 3 clusters Score -2.138827e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156568 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -21388212.000000 Penalty: 5947.214355
	Iteration 18Q: 3 clusters Score -2.138821e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156744 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -21388274.000000 Penalty: 5947.214355
	Iteration 19Q: 3 clusters Score -2.138827e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156905 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -21388244.000000 Penalty: 5947.214355
	Iteration 20F: 3 clusters Score -2.138824e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157040 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -21388240.000000 Penalty: 5947.214355
	Iteration 21Q: 3 clusters Score -2.138824e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157154 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -21388254.000000 Penalty: 5947.214355
	Iteration 22Q: 3 clusters Score -2.138825e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157239 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -21388230.000000 Penalty: 5947.214355
	Iteration 23Q: 3 clusters Score -2.138823e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157316 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -21388230.000000 Penalty: 5947.214355
	Iteration 24Q: 3 clusters Score -2.138823e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157380 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -21388242.000000 Penalty: 5947.214355
	Iteration 25Q: 3 clusters Score -2.138824e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157435 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -21388208.000000 Penalty: 5947.214355
	Iteration 26Q: 3 clusters Score -2.138821e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157485 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -21388216.000000 Penalty: 5947.214355
	Iteration 27Q: 3 clusters Score -2.138822e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157521 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -21388214.000000 Penalty: 5947.214355
	Iteration 28Q: 3 clusters Score -2.138821e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157554 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -21388194.000000 Penalty: 5947.214355
	Iteration 29Q: 3 clusters Score -2.138819e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157578 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -21388210.000000 Penalty: 5947.214355
	Iteration 30Q: 3 clusters Score -2.138821e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157596 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -21388196.000000 Penalty: 5947.214355
	Iteration 31Q: 3 clusters Score -2.13882e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157613 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -21388190.000000 Penalty: 5947.214355
	Iteration 32Q: 3 clusters Score -2.138819e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157628 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -21388198.000000 Penalty: 5947.214355
	Iteration 33Q: 3 clusters Score -2.13882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157642 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -21388186.000000 Penalty: 5947.214355
	Iteration 34Q: 3 clusters Score -2.138819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157653 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -21388198.000000 Penalty: 5947.214355
	Iteration 35Q: 3 clusters Score -2.13882e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157665 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -21388168.000000 Penalty: 5947.214355
	Iteration 36Q: 3 clusters Score -2.138817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157675 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -21388184.000000 Penalty: 5947.214355
	Iteration 37Q: 3 clusters Score -2.138818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157682 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -21388164.000000 Penalty: 5947.214355
	Iteration 38Q: 3 clusters Score -2.138816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157686 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -21388168.000000 Penalty: 5947.214355
	Iteration 39Q: 3 clusters Score -2.138817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157690 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -21388168.000000 Penalty: 5947.214355
	Iteration 40F: 3 clusters Score -2.138817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157694 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -21388182.000000 Penalty: 5947.214355
	Iteration 41Q: 3 clusters Score -2.138818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157697 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -21388180.000000 Penalty: 5947.214355
	Iteration 42Q: 3 clusters Score -2.138818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157701 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -21388166.000000 Penalty: 5947.214355
	Iteration 43Q: 3 clusters Score -2.138817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157704 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -21388172.000000 Penalty: 5947.214355
	Iteration 44Q: 3 clusters Score -2.138817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157710 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -21388160.000000 Penalty: 5947.214355
	Iteration 45Q: 3 clusters Score -2.138816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157716 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -21388162.000000 Penalty: 5947.214355
	Iteration 46Q: 3 clusters Score -2.138816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157720 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -21388170.000000 Penalty: 5947.214355
	Iteration 47Q: 3 clusters Score -2.138817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157723 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -21388162.000000 Penalty: 5947.214355
	Iteration 48Q: 3 clusters Score -2.138816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157725 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -21388176.000000 Penalty: 5947.214355
	Iteration 49Q: 3 clusters Score -2.138818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157727 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -21388172.000000 Penalty: 5947.214355
	Iteration 50Q: 3 clusters Score -2.138817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157731 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -21388178.000000 Penalty: 5947.214355
	Iteration 51Q: 3 clusters Score -2.138818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157734 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -21388168.000000 Penalty: 5947.214355
	Iteration 52Q: 3 clusters Score -2.138817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157735 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -21388174.000000 Penalty: 5947.214355
	Iteration 53Q: 3 clusters Score -2.138817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157737 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -21388166.000000 Penalty: 5947.214355
	Iteration 54Q: 3 clusters Score -2.138817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157738 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -21388172.000000 Penalty: 5947.214355
	Iteration 55Q: 3 clusters Score -2.138817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157739 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -21388160.000000 Penalty: 5947.214355
	Iteration 56Q: 3 clusters Score -2.138816e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157742 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -21388168.000000 Penalty: 5947.214355
	Iteration 57Q: 3 clusters Score -2.138817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157747 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -21388158.000000 Penalty: 5947.214355
	Iteration 58Q: 3 clusters Score -2.138816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157752 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -21388172.000000 Penalty: 5947.214355
	Iteration 59Q: 3 clusters Score -2.138817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157757 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -21388180.000000 Penalty: 5947.214355
	Iteration 60F: 3 clusters Score -2.138818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157759 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -21388184.000000 Penalty: 5947.214355
	Iteration 61Q: 3 clusters Score -2.138818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157762 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -21388168.000000 Penalty: 5947.214355
	Iteration 62Q: 3 clusters Score -2.138817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157764 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -21388160.000000 Penalty: 5947.214355
	Iteration 63Q: 3 clusters Score -2.138816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157766 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -21388166.000000 Penalty: 5947.214355
	Iteration 64Q: 3 clusters Score -2.138817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157768 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -21388166.000000 Penalty: 5947.214355
	Iteration 65Q: 3 clusters Score -2.138817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157768 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -21388166.000000 Penalty: 5947.214355
	Iteration 66F: 3 clusters Score -2.138817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3863 members 
Mstep: Class 3 contains 157768 members 
Mstep: Class 4 contains 73919 members 
Mstep: Class 5 contains 162973 members 
Mstep: Class 6 contains 91660 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 7479 members 
Mstep: Class 9 contains 1545 members 
Mstep: Class 10 contains 158487 members 
Mstep: Class 11 contains 169778 members 
Mstep: Class 12 contains 40720 members 
Mstep: Class 13 contains 3424 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 18 contains 159741 members 
Mstep: Class 19 contains 104424 members 
Mstep: Class 20 contains 158154 members 
Mstep: Class 21 contains 73301 members 
Mstep: Class 22 contains 6326 members 
Entering Unmasked Estep 
Score: -180407792.000000 Penalty: 70124.296875
Splitting cluster 3 changes total score from -180408144.000000 to -180407792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (73919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73919 members 
Entering Unmasked Estep 
Score: -9950789.000000 Penalty: 2780.259766
	Iteration 0F: 2 clusters Score -9950789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -9901423.000000 Penalty: 5560.519531
	Iteration 0F: 3 clusters Score -9901423 nChanged 34517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -9920855.000000 Penalty: 5560.519531
	Iteration 1F: 3 clusters Score -9920855 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -9921643.000000 Penalty: 5560.519531
	Iteration 2Q: 3 clusters Score -9921643 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -9922659.000000 Penalty: 5560.519531
	Iteration 3Q: 3 clusters Score -9922659 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -9924304.000000 Penalty: 5560.519531
	Iteration 4Q: 3 clusters Score -9924304 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49121 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -9927039.000000 Penalty: 5560.519531
	Iteration 5F: 3 clusters Score -9927039 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -9931113.000000 Penalty: 5560.519531
	Iteration 6F: 3 clusters Score -9931113 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59984 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -9936312.000000 Penalty: 5560.519531
	Iteration 7F: 3 clusters Score -9936312 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65227 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -9941468.000000 Penalty: 5560.519531
	Iteration 8F: 3 clusters Score -9941468 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68901 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -9945026.000000 Penalty: 5560.519531
	Iteration 9F: 3 clusters Score -9945026 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70908 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -9946883.000000 Penalty: 5560.519531
	Iteration 10Q: 3 clusters Score -9946883 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71888 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -9947849.000000 Penalty: 5560.519531
	Iteration 11Q: 3 clusters Score -9947849 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72327 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -9948278.000000 Penalty: 5560.519531
	Iteration 12Q: 3 clusters Score -9948278 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72507 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -9948539.000000 Penalty: 5560.519531
	Iteration 13Q: 3 clusters Score -9948539 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72580 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -9948721.000000 Penalty: 5560.519531
	Iteration 14Q: 3 clusters Score -9948721 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72590 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -9948782.000000 Penalty: 5560.519531
	Iteration 15Q: 3 clusters Score -9948782 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72595 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -9948833.000000 Penalty: 5560.519531
	Iteration 16Q: 3 clusters Score -9948833 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72593 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -9948855.000000 Penalty: 5560.519531
	Iteration 17Q: 3 clusters Score -9948855 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72598 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -9948887.000000 Penalty: 5560.519531
	Iteration 18Q: 3 clusters Score -9948887 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72603 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -9948897.000000 Penalty: 5560.519531
	Iteration 19Q: 3 clusters Score -9948897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72611 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -9948901.000000 Penalty: 5560.519531
	Iteration 20F: 3 clusters Score -9948901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72616 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -9948904.000000 Penalty: 5560.519531
	Iteration 21Q: 3 clusters Score -9948904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72620 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -9948912.000000 Penalty: 5560.519531
	Iteration 22Q: 3 clusters Score -9948912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72622 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -9948913.000000 Penalty: 5560.519531
	Iteration 23Q: 3 clusters Score -9948913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72623 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -9948916.000000 Penalty: 5560.519531
	Iteration 24Q: 3 clusters Score -9948916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72622 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -9948905.000000 Penalty: 5560.519531
	Iteration 25Q: 3 clusters Score -9948905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72623 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -9948913.000000 Penalty: 5560.519531
	Iteration 26Q: 3 clusters Score -9948913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72623 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -9948913.000000 Penalty: 5560.519531
	Iteration 27F: 3 clusters Score -9948913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (162973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162973 members 
Entering Unmasked Estep 
Score: -21571718.000000 Penalty: 2976.332275
	Iteration 0F: 2 clusters Score -2.157172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81933 members 
Mstep: Class 2 contains 81040 members 
Entering Unmasked Estep 
Score: -21465808.000000 Penalty: 5952.664551
	Iteration 0F: 3 clusters Score -2.146581e+07 nChanged 78073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88044 members 
Mstep: Class 2 contains 74929 members 
Entering Unmasked Estep 
Score: -21511632.000000 Penalty: 5952.664551
	Iteration 1F: 3 clusters Score -2.151163e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91867 members 
Mstep: Class 2 contains 71106 members 
Entering Unmasked Estep 
Score: -21513298.000000 Penalty: 5952.664551
	Iteration 2Q: 3 clusters Score -2.15133e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97796 members 
Mstep: Class 2 contains 65177 members 
Entering Unmasked Estep 
Score: -21516086.000000 Penalty: 5952.664551
	Iteration 3Q: 3 clusters Score -2.151609e+07 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106647 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -21521310.000000 Penalty: 5952.664551
	Iteration 4F: 3 clusters Score -2.152131e+07 nChanged 12227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118630 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -21530160.000000 Penalty: 5952.664551
	Iteration 5F: 3 clusters Score -2.153016e+07 nChanged 14099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132601 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -21542454.000000 Penalty: 5952.664551
	Iteration 6F: 3 clusters Score -2.154245e+07 nChanged 13099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145664 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -21555260.000000 Penalty: 5952.664551
	Iteration 7F: 3 clusters Score -2.155526e+07 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154684 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -21564006.000000 Penalty: 5952.664551
	Iteration 8F: 3 clusters Score -2.156401e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159564 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -21567542.000000 Penalty: 5952.664551
	Iteration 9Q: 3 clusters Score -2.156754e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161710 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -21568536.000000 Penalty: 5952.664551
	Iteration 10Q: 3 clusters Score -2.156854e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162414 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -21568852.000000 Penalty: 5952.664551
	Iteration 11Q: 3 clusters Score -2.156885e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162616 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -21569018.000000 Penalty: 5952.664551
	Iteration 12Q: 3 clusters Score -2.156902e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162694 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21569106.000000 Penalty: 5952.664551
	Iteration 13Q: 3 clusters Score -2.156911e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162722 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21569138.000000 Penalty: 5952.664551
	Iteration 14Q: 3 clusters Score -2.156914e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162733 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21569148.000000 Penalty: 5952.664551
	Iteration 15Q: 3 clusters Score -2.156915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162737 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21569154.000000 Penalty: 5952.664551
	Iteration 16Q: 3 clusters Score -2.156915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162742 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21569164.000000 Penalty: 5952.664551
	Iteration 17Q: 3 clusters Score -2.156916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162745 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21569160.000000 Penalty: 5952.664551
	Iteration 18Q: 3 clusters Score -2.156916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162745 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21569162.000000 Penalty: 5952.664551
	Iteration 19Q: 3 clusters Score -2.156916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162746 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21569168.000000 Penalty: 5952.664551
	Iteration 20F: 3 clusters Score -2.156917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162749 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21569186.000000 Penalty: 5952.664551
	Iteration 21Q: 3 clusters Score -2.156919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162750 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21569192.000000 Penalty: 5952.664551
	Iteration 22Q: 3 clusters Score -2.156919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162750 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21569192.000000 Penalty: 5952.664551
	Iteration 23F: 3 clusters Score -2.156919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (91660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91660 members 
Entering Unmasked Estep 
Score: -11876501.000000 Penalty: 2833.608643
	Iteration 0F: 2 clusters Score -1.18765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -11814882.000000 Penalty: 5667.217285
	Iteration 0F: 3 clusters Score -1.181488e+07 nChanged 43469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -11839642.000000 Penalty: 5667.217285
	Iteration 1F: 3 clusters Score -1.183964e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -11840485.000000 Penalty: 5667.217285
	Iteration 2Q: 3 clusters Score -1.184048e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -11841869.000000 Penalty: 5667.217285
	Iteration 3Q: 3 clusters Score -1.184187e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58272 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -11844450.000000 Penalty: 5667.217285
	Iteration 4F: 3 clusters Score -1.184445e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64679 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -11848999.000000 Penalty: 5667.217285
	Iteration 5F: 3 clusters Score -1.1849e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72565 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -11855995.000000 Penalty: 5667.217285
	Iteration 6F: 3 clusters Score -1.1856e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80053 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -11863350.000000 Penalty: 5667.217285
	Iteration 7F: 3 clusters Score -1.186335e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85468 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -11868880.000000 Penalty: 5667.217285
	Iteration 8F: 3 clusters Score -1.186888e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88624 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -11871913.000000 Penalty: 5667.217285
	Iteration 9Q: 3 clusters Score -1.187191e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90063 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -11873017.000000 Penalty: 5667.217285
	Iteration 10Q: 3 clusters Score -1.187302e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90659 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -11873492.000000 Penalty: 5667.217285
	Iteration 11Q: 3 clusters Score -1.187349e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90921 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -11873710.000000 Penalty: 5667.217285
	Iteration 12Q: 3 clusters Score -1.187371e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91044 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -11873825.000000 Penalty: 5667.217285
	Iteration 13Q: 3 clusters Score -1.187382e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91110 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -11873893.000000 Penalty: 5667.217285
	Iteration 14Q: 3 clusters Score -1.187389e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91154 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -11873921.000000 Penalty: 5667.217285
	Iteration 15Q: 3 clusters Score -1.187392e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91183 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -11873970.000000 Penalty: 5667.217285
	Iteration 16Q: 3 clusters Score -1.187397e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91197 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -11873984.000000 Penalty: 5667.217285
	Iteration 17Q: 3 clusters Score -1.187398e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91201 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -11874003.000000 Penalty: 5667.217285
	Iteration 18Q: 3 clusters Score -1.1874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91206 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -11874002.000000 Penalty: 5667.217285
	Iteration 19Q: 3 clusters Score -1.1874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91209 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -11874020.000000 Penalty: 5667.217285
	Iteration 20F: 3 clusters Score -1.187402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91211 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -11874011.000000 Penalty: 5667.217285
	Iteration 21Q: 3 clusters Score -1.187401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91219 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -11874003.000000 Penalty: 5667.217285
	Iteration 22Q: 3 clusters Score -1.1874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91222 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -11874011.000000 Penalty: 5667.217285
	Iteration 23Q: 3 clusters Score -1.187401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91227 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11874014.000000 Penalty: 5667.217285
	Iteration 24Q: 3 clusters Score -1.187401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91231 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -11874021.000000 Penalty: 5667.217285
	Iteration 25Q: 3 clusters Score -1.187402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91237 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -11874026.000000 Penalty: 5667.217285
	Iteration 26Q: 3 clusters Score -1.187403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91241 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -11874030.000000 Penalty: 5667.217285
	Iteration 27Q: 3 clusters Score -1.187403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91243 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -11874035.000000 Penalty: 5667.217285
	Iteration 28Q: 3 clusters Score -1.187404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91244 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11874034.000000 Penalty: 5667.217285
	Iteration 29Q: 3 clusters Score -1.187403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91244 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11874034.000000 Penalty: 5667.217285
	Iteration 30F: 3 clusters Score -1.187403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Entering Unmasked Estep 
Score: -384860.656250 Penalty: 1975.971436
	Iteration 0F: 2 clusters Score -384860.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -381679.843750 Penalty: 3951.942871
	Iteration 0F: 3 clusters Score -381679.8 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -382349.968750 Penalty: 3951.942871
	Iteration 1F: 3 clusters Score -382350 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -382538.187500 Penalty: 3951.942871
	Iteration 2F: 3 clusters Score -382538.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -382694.968750 Penalty: 3951.942871
	Iteration 3F: 3 clusters Score -382695 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -382837.125000 Penalty: 3951.942871
	Iteration 4Q: 3 clusters Score -382837.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -382949.093750 Penalty: 3951.942871
	Iteration 5Q: 3 clusters Score -382949.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -383063.531250 Penalty: 3951.942871
	Iteration 6Q: 3 clusters Score -383063.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -383226.437500 Penalty: 3951.942871
	Iteration 7Q: 3 clusters Score -383226.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -383437.312500 Penalty: 3951.942871
	Iteration 8Q: 3 clusters Score -383437.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -383691.250000 Penalty: 3951.942871
	Iteration 9F: 3 clusters Score -383691.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -383927.031250 Penalty: 3951.942871
	Iteration 10Q: 3 clusters Score -383927 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -384145.906250 Penalty: 3951.942871
	Iteration 11Q: 3 clusters Score -384145.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -384307.750000 Penalty: 3951.942871
	Iteration 12Q: 3 clusters Score -384307.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -384420.562500 Penalty: 3951.942871
	Iteration 13Q: 3 clusters Score -384420.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -384493.437500 Penalty: 3951.942871
	Iteration 14Q: 3 clusters Score -384493.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -384553.500000 Penalty: 3951.942871
	Iteration 15Q: 3 clusters Score -384553.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -384602.281250 Penalty: 3951.942871
	Iteration 16Q: 3 clusters Score -384602.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -384616.937500 Penalty: 3951.942871
	Iteration 17Q: 3 clusters Score -384616.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -384624.187500 Penalty: 3951.942871
	Iteration 18Q: 3 clusters Score -384624.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -384625.937500 Penalty: 3951.942871
	Iteration 19Q: 3 clusters Score -384625.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -384627.218750 Penalty: 3951.942871
	Iteration 20F: 3 clusters Score -384627.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -384627.750000 Penalty: 3951.942871
	Iteration 21Q: 3 clusters Score -384627.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -384628.312500 Penalty: 3951.942871
	Iteration 22Q: 3 clusters Score -384628.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -384628.343750 Penalty: 3951.942871
	Iteration 23Q: 3 clusters Score -384628.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -384628.343750 Penalty: 3951.942871
	Iteration 24F: 3 clusters Score -384628.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Entering Unmasked Estep 
Score: -948298.750000 Penalty: 2212.123779
	Iteration 0F: 2 clusters Score -948298.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -942204.000000 Penalty: 4424.247559
	Iteration 0F: 3 clusters Score -942204 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -943892.937500 Penalty: 4424.247559
	Iteration 1F: 3 clusters Score -943892.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -944271.750000 Penalty: 4424.247559
	Iteration 2F: 3 clusters Score -944271.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -944719.062500 Penalty: 4424.247559
	Iteration 3F: 3 clusters Score -944719.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -945332.750000 Penalty: 4424.247559
	Iteration 4F: 3 clusters Score -945332.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -945873.250000 Penalty: 4424.247559
	Iteration 5F: 3 clusters Score -945873.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -946229.125000 Penalty: 4424.247559
	Iteration 6F: 3 clusters Score -946229.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -946411.750000 Penalty: 4424.247559
	Iteration 7Q: 3 clusters Score -946411.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -946518.125000 Penalty: 4424.247559
	Iteration 8Q: 3 clusters Score -946518.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -946583.625000 Penalty: 4424.247559
	Iteration 9Q: 3 clusters Score -946583.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -946625.375000 Penalty: 4424.247559
	Iteration 10Q: 3 clusters Score -946625.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -946653.125000 Penalty: 4424.247559
	Iteration 11Q: 3 clusters Score -946653.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -946673.875000 Penalty: 4424.247559
	Iteration 12Q: 3 clusters Score -946673.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -946687.812500 Penalty: 4424.247559
	Iteration 13Q: 3 clusters Score -946687.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -946696.250000 Penalty: 4424.247559
	Iteration 14Q: 3 clusters Score -946696.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -946713.750000 Penalty: 4424.247559
	Iteration 15Q: 3 clusters Score -946713.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -946719.625000 Penalty: 4424.247559
	Iteration 16Q: 3 clusters Score -946719.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -946728.312500 Penalty: 4424.247559
	Iteration 17Q: 3 clusters Score -946728.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -946731.937500 Penalty: 4424.247559
	Iteration 18Q: 3 clusters Score -946731.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -946744.562500 Penalty: 4424.247559
	Iteration 19Q: 3 clusters Score -946744.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -946749.812500 Penalty: 4424.247559
	Iteration 20F: 3 clusters Score -946749.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -946757.437500 Penalty: 4424.247559
	Iteration 21Q: 3 clusters Score -946757.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -946761.125000 Penalty: 4424.247559
	Iteration 22Q: 3 clusters Score -946761.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -946769.375000 Penalty: 4424.247559
	Iteration 23Q: 3 clusters Score -946769.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -946779.187500 Penalty: 4424.247559
	Iteration 24Q: 3 clusters Score -946779.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -946786.625000 Penalty: 4424.247559
	Iteration 25Q: 3 clusters Score -946786.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -946790.125000 Penalty: 4424.247559
	Iteration 26Q: 3 clusters Score -946790.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -946793.937500 Penalty: 4424.247559
	Iteration 27Q: 3 clusters Score -946793.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -946798.125000 Penalty: 4424.247559
	Iteration 28Q: 3 clusters Score -946798.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -946801.500000 Penalty: 4424.247559
	Iteration 29Q: 3 clusters Score -946801.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -946805.625000 Penalty: 4424.247559
	Iteration 30Q: 3 clusters Score -946805.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -946807.312500 Penalty: 4424.247559
	Iteration 31Q: 3 clusters Score -946807.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -946812.312500 Penalty: 4424.247559
	Iteration 32Q: 3 clusters Score -946812.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -946817.187500 Penalty: 4424.247559
	Iteration 33Q: 3 clusters Score -946817.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -946821.875000 Penalty: 4424.247559
	Iteration 34Q: 3 clusters Score -946821.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -946821.937500 Penalty: 4424.247559
	Iteration 35Q: 3 clusters Score -946821.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -946825.687500 Penalty: 4424.247559
	Iteration 36Q: 3 clusters Score -946825.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -946826.500000 Penalty: 4424.247559
	Iteration 37Q: 3 clusters Score -946826.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -946829.687500 Penalty: 4424.247559
	Iteration 38Q: 3 clusters Score -946829.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -946829.812500 Penalty: 4424.247559
	Iteration 39Q: 3 clusters Score -946829.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -946829.375000 Penalty: 4424.247559
	Iteration 40F: 3 clusters Score -946829.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -946832.562500 Penalty: 4424.247559
	Iteration 41Q: 3 clusters Score -946832.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -946834.312500 Penalty: 4424.247559
	Iteration 42Q: 3 clusters Score -946834.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -946834.562500 Penalty: 4424.247559
	Iteration 43Q: 3 clusters Score -946834.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -946832.500000 Penalty: 4424.247559
	Iteration 44Q: 3 clusters Score -946832.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -946834.187500 Penalty: 4424.247559
	Iteration 45Q: 3 clusters Score -946834.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -946834.750000 Penalty: 4424.247559
	Iteration 46Q: 3 clusters Score -946834.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -946834.375000 Penalty: 4424.247559
	Iteration 47Q: 3 clusters Score -946834.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -946834.375000 Penalty: 4424.247559
	Iteration 48F: 3 clusters Score -946834.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Entering Unmasked Estep 
Score: -173733.718750 Penalty: 1821.009277
	Iteration 0F: 2 clusters Score -173733.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -171694.671875 Penalty: 3642.018555
	Iteration 0F: 3 clusters Score -171694.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -173614.921875 Penalty: 3642.018555
	Iteration 1F: 3 clusters Score -173614.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -175012.921875 Penalty: 3642.018555
	Iteration 2F: 3 clusters Score -175012.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -175798.781250 Penalty: 3642.018555
	Iteration 3F: 3 clusters Score -175798.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -176914.453125 Penalty: 3642.018555
	Iteration 4F: 3 clusters Score -176914.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -177816.437500 Penalty: 3642.018555
	Iteration 5Q: 3 clusters Score -177816.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -178684.515625 Penalty: 3642.018555
	Iteration 6Q: 3 clusters Score -178684.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -178685.031250 Penalty: 3642.018555
	Iteration 7Q: 3 clusters Score -178685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -178685.031250 Penalty: 3642.018555
	Iteration 8F: 3 clusters Score -178685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3863 members 
Mstep: Class 3 contains 161192 members 
Mstep: Class 4 contains 73919 members 
Mstep: Class 5 contains 162973 members 
Mstep: Class 6 contains 91660 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 7479 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 158487 members 
Mstep: Class 11 contains 169778 members 
Mstep: Class 12 contains 40720 members 
Mstep: Class 13 contains 393 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 18 contains 159741 members 
Mstep: Class 19 contains 104424 members 
Mstep: Class 20 contains 158154 members 
Mstep: Class 21 contains 73301 members 
Mstep: Class 22 contains 6326 members 
Entering Unmasked Estep 
Score: -180411008.000000 Penalty: 70124.296875
Splitting cluster 9 changes total score from -180408144.000000 to -180411008.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 10 (158487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158487 members 
Entering Unmasked Estep 
Score: -21484450.000000 Penalty: 2969.410156
	Iteration 0F: 2 clusters Score -2.148445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79078 members 
Mstep: Class 2 contains 79409 members 
Entering Unmasked Estep 
Score: -21380364.000000 Penalty: 5938.820312
	Iteration 0F: 3 clusters Score -2.138036e+07 nChanged 75818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75680 members 
Mstep: Class 2 contains 82807 members 
Entering Unmasked Estep 
Score: -21424832.000000 Penalty: 5938.820312
	Iteration 1F: 3 clusters Score -2.142483e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72937 members 
Mstep: Class 2 contains 85550 members 
Entering Unmasked Estep 
Score: -21426180.000000 Penalty: 5938.820312
	Iteration 2Q: 3 clusters Score -2.142618e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68733 members 
Mstep: Class 2 contains 89754 members 
Entering Unmasked Estep 
Score: -21427864.000000 Penalty: 5938.820312
	Iteration 3Q: 3 clusters Score -2.142786e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62490 members 
Mstep: Class 2 contains 95997 members 
Entering Unmasked Estep 
Score: -21431116.000000 Penalty: 5938.820312
	Iteration 4Q: 3 clusters Score -2.143112e+07 nChanged 9683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 104766 members 
Entering Unmasked Estep 
Score: -21436768.000000 Penalty: 5938.820312
	Iteration 5F: 3 clusters Score -2.143677e+07 nChanged 12116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 116206 members 
Entering Unmasked Estep 
Score: -21445664.000000 Penalty: 5938.820312
	Iteration 6F: 3 clusters Score -2.144566e+07 nChanged 13330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 128990 members 
Entering Unmasked Estep 
Score: -21457414.000000 Penalty: 5938.820312
	Iteration 7F: 3 clusters Score -2.145741e+07 nChanged 11679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 140247 members 
Entering Unmasked Estep 
Score: -21467888.000000 Penalty: 5938.820312
	Iteration 8F: 3 clusters Score -2.146789e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 148136 members 
Entering Unmasked Estep 
Score: -21475880.000000 Penalty: 5938.820312
	Iteration 9F: 3 clusters Score -2.147588e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 152908 members 
Entering Unmasked Estep 
Score: -21479606.000000 Penalty: 5938.820312
	Iteration 10Q: 3 clusters Score -2.147961e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 155525 members 
Entering Unmasked Estep 
Score: -21481138.000000 Penalty: 5938.820312
	Iteration 11Q: 3 clusters Score -2.148114e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 156844 members 
Entering Unmasked Estep 
Score: -21481644.000000 Penalty: 5938.820312
	Iteration 12Q: 3 clusters Score -2.148164e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 157464 members 
Entering Unmasked Estep 
Score: -21481816.000000 Penalty: 5938.820312
	Iteration 13Q: 3 clusters Score -2.148182e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 157738 members 
Entering Unmasked Estep 
Score: -21481878.000000 Penalty: 5938.820312
	Iteration 14Q: 3 clusters Score -2.148188e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 157878 members 
Entering Unmasked Estep 
Score: -21481922.000000 Penalty: 5938.820312
	Iteration 15Q: 3 clusters Score -2.148192e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 157954 members 
Entering Unmasked Estep 
Score: -21481932.000000 Penalty: 5938.820312
	Iteration 16Q: 3 clusters Score -2.148193e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 158001 members 
Entering Unmasked Estep 
Score: -21481964.000000 Penalty: 5938.820312
	Iteration 17Q: 3 clusters Score -2.148196e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 158039 members 
Entering Unmasked Estep 
Score: -21481974.000000 Penalty: 5938.820312
	Iteration 18Q: 3 clusters Score -2.148197e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 158064 members 
Entering Unmasked Estep 
Score: -21482000.000000 Penalty: 5938.820312
	Iteration 19Q: 3 clusters Score -2.1482e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 158078 members 
Entering Unmasked Estep 
Score: -21482052.000000 Penalty: 5938.820312
	Iteration 20F: 3 clusters Score -2.148205e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 158090 members 
Entering Unmasked Estep 
Score: -21482026.000000 Penalty: 5938.820312
	Iteration 21Q: 3 clusters Score -2.148203e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 158099 members 
Entering Unmasked Estep 
Score: -21482056.000000 Penalty: 5938.820312
	Iteration 22Q: 3 clusters Score -2.148206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 158103 members 
Entering Unmasked Estep 
Score: -21482046.000000 Penalty: 5938.820312
	Iteration 23Q: 3 clusters Score -2.148205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 158108 members 
Entering Unmasked Estep 
Score: -21482048.000000 Penalty: 5938.820312
	Iteration 24Q: 3 clusters Score -2.148205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 158111 members 
Entering Unmasked Estep 
Score: -21482036.000000 Penalty: 5938.820312
	Iteration 25Q: 3 clusters Score -2.148204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 158114 members 
Entering Unmasked Estep 
Score: -21482054.000000 Penalty: 5938.820312
	Iteration 26Q: 3 clusters Score -2.148205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 158119 members 
Entering Unmasked Estep 
Score: -21482052.000000 Penalty: 5938.820312
	Iteration 27Q: 3 clusters Score -2.148205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 158119 members 
Entering Unmasked Estep 
Score: -21482072.000000 Penalty: 5938.820312
	Iteration 28Q: 3 clusters Score -2.148207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 158122 members 
Entering Unmasked Estep 
Score: -21482062.000000 Penalty: 5938.820312
	Iteration 29Q: 3 clusters Score -2.148206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 158123 members 
Entering Unmasked Estep 
Score: -21482080.000000 Penalty: 5938.820312
	Iteration 30Q: 3 clusters Score -2.148208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 158126 members 
Entering Unmasked Estep 
Score: -21482082.000000 Penalty: 5938.820312
	Iteration 31Q: 3 clusters Score -2.148208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 158127 members 
Entering Unmasked Estep 
Score: -21482102.000000 Penalty: 5938.820312
	Iteration 32Q: 3 clusters Score -2.14821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 158127 members 
Entering Unmasked Estep 
Score: -21482092.000000 Penalty: 5938.820312
	Iteration 33Q: 3 clusters Score -2.148209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 158126 members 
Entering Unmasked Estep 
Score: -21482088.000000 Penalty: 5938.820312
	Iteration 34Q: 3 clusters Score -2.148209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 158125 members 
Entering Unmasked Estep 
Score: -21482106.000000 Penalty: 5938.820312
	Iteration 35Q: 3 clusters Score -2.148211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 158126 members 
Entering Unmasked Estep 
Score: -21482104.000000 Penalty: 5938.820312
	Iteration 36Q: 3 clusters Score -2.14821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 158127 members 
Entering Unmasked Estep 
Score: -21482102.000000 Penalty: 5938.820312
	Iteration 37Q: 3 clusters Score -2.14821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 158126 members 
Entering Unmasked Estep 
Score: -21482104.000000 Penalty: 5938.820312
	Iteration 38Q: 3 clusters Score -2.14821e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 158126 members 
Entering Unmasked Estep 
Score: -21482104.000000 Penalty: 5938.820312
	Iteration 39F: 3 clusters Score -2.14821e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (169778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169778 members 
Entering Unmasked Estep 
Score: -22583686.000000 Penalty: 2986.477295
	Iteration 0F: 2 clusters Score -2.258369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84912 members 
Mstep: Class 2 contains 84866 members 
Entering Unmasked Estep 
Score: -22472914.000000 Penalty: 5972.954590
	Iteration 0F: 3 clusters Score -2.247291e+07 nChanged 81203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85475 members 
Mstep: Class 2 contains 84303 members 
Entering Unmasked Estep 
Score: -22519396.000000 Penalty: 5972.954590
	Iteration 1F: 3 clusters Score -2.25194e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86380 members 
Mstep: Class 2 contains 83398 members 
Entering Unmasked Estep 
Score: -22520222.000000 Penalty: 5972.954590
	Iteration 2Q: 3 clusters Score -2.252022e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87877 members 
Mstep: Class 2 contains 81901 members 
Entering Unmasked Estep 
Score: -22521184.000000 Penalty: 5972.954590
	Iteration 3Q: 3 clusters Score -2.252118e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90416 members 
Mstep: Class 2 contains 79362 members 
Entering Unmasked Estep 
Score: -22522594.000000 Penalty: 5972.954590
	Iteration 4Q: 3 clusters Score -2.252259e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94336 members 
Mstep: Class 2 contains 75442 members 
Entering Unmasked Estep 
Score: -22524968.000000 Penalty: 5972.954590
	Iteration 5Q: 3 clusters Score -2.252497e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100168 members 
Mstep: Class 2 contains 69610 members 
Entering Unmasked Estep 
Score: -22529026.000000 Penalty: 5972.954590
	Iteration 6Q: 3 clusters Score -2.252903e+07 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108021 members 
Mstep: Class 2 contains 61757 members 
Entering Unmasked Estep 
Score: -22534724.000000 Penalty: 5972.954590
	Iteration 7F: 3 clusters Score -2.253472e+07 nChanged 11531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117424 members 
Mstep: Class 2 contains 52354 members 
Entering Unmasked Estep 
Score: -22542038.000000 Penalty: 5972.954590
	Iteration 8F: 3 clusters Score -2.254204e+07 nChanged 11925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127771 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -22549986.000000 Penalty: 5972.954590
	Iteration 9F: 3 clusters Score -2.254999e+07 nChanged 11158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138031 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -22557930.000000 Penalty: 5972.954590
	Iteration 10F: 3 clusters Score -2.255793e+07 nChanged 9938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147697 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -22565306.000000 Penalty: 5972.954590
	Iteration 11F: 3 clusters Score -2.256531e+07 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155738 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -22571548.000000 Penalty: 5972.954590
	Iteration 12Q: 3 clusters Score -2.257155e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161600 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -22575898.000000 Penalty: 5972.954590
	Iteration 13Q: 3 clusters Score -2.25759e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165375 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -22578514.000000 Penalty: 5972.954590
	Iteration 14Q: 3 clusters Score -2.257851e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167434 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -22579974.000000 Penalty: 5972.954590
	Iteration 15Q: 3 clusters Score -2.257997e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168446 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -22580504.000000 Penalty: 5972.954590
	Iteration 16Q: 3 clusters Score -2.25805e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168945 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -22580884.000000 Penalty: 5972.954590
	Iteration 17Q: 3 clusters Score -2.258088e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169166 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -22581058.000000 Penalty: 5972.954590
	Iteration 18Q: 3 clusters Score -2.258106e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169251 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -22581130.000000 Penalty: 5972.954590
	Iteration 19Q: 3 clusters Score -2.258113e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169297 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -22581162.000000 Penalty: 5972.954590
	Iteration 20F: 3 clusters Score -2.258116e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169331 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -22581190.000000 Penalty: 5972.954590
	Iteration 21Q: 3 clusters Score -2.258119e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169352 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -22581198.000000 Penalty: 5972.954590
	Iteration 22Q: 3 clusters Score -2.25812e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169371 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -22581210.000000 Penalty: 5972.954590
	Iteration 23Q: 3 clusters Score -2.258121e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169384 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -22581210.000000 Penalty: 5972.954590
	Iteration 24Q: 3 clusters Score -2.258121e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169395 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -22581218.000000 Penalty: 5972.954590
	Iteration 25Q: 3 clusters Score -2.258122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169403 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -22581206.000000 Penalty: 5972.954590
	Iteration 26Q: 3 clusters Score -2.258121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169410 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -22581216.000000 Penalty: 5972.954590
	Iteration 27Q: 3 clusters Score -2.258122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169414 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -22581230.000000 Penalty: 5972.954590
	Iteration 28Q: 3 clusters Score -2.258123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169416 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -22581222.000000 Penalty: 5972.954590
	Iteration 29Q: 3 clusters Score -2.258122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169421 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -22581232.000000 Penalty: 5972.954590
	Iteration 30Q: 3 clusters Score -2.258123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169425 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -22581234.000000 Penalty: 5972.954590
	Iteration 31Q: 3 clusters Score -2.258123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169426 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -22581228.000000 Penalty: 5972.954590
	Iteration 32Q: 3 clusters Score -2.258123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169426 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -22581228.000000 Penalty: 5972.954590
	Iteration 33F: 3 clusters Score -2.258123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (40720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Entering Unmasked Estep 
Score: -5379410.500000 Penalty: 2632.389648
	Iteration 0F: 2 clusters Score -5379410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -5351868.500000 Penalty: 5264.779297
	Iteration 0F: 3 clusters Score -5351868 nChanged 18650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -5362305.000000 Penalty: 5264.779297
	Iteration 1F: 3 clusters Score -5362305 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -5363350.000000 Penalty: 5264.779297
	Iteration 2Q: 3 clusters Score -5363350 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -5364437.500000 Penalty: 5264.779297
	Iteration 3Q: 3 clusters Score -5364438 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -5365472.000000 Penalty: 5264.779297
	Iteration 4Q: 3 clusters Score -5365472 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -5366517.000000 Penalty: 5264.779297
	Iteration 5Q: 3 clusters Score -5366517 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -5367485.500000 Penalty: 5264.779297
	Iteration 6Q: 3 clusters Score -5367486 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -5368439.500000 Penalty: 5264.779297
	Iteration 7Q: 3 clusters Score -5368440 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -5369319.500000 Penalty: 5264.779297
	Iteration 8Q: 3 clusters Score -5369320 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -5370147.000000 Penalty: 5264.779297
	Iteration 9Q: 3 clusters Score -5370147 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5370884 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -5371568.500000 Penalty: 5264.779297
	Iteration 11Q: 3 clusters Score -5371568 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -5372070.000000 Penalty: 5264.779297
	Iteration 12Q: 3 clusters Score -5372070 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -5372396.500000 Penalty: 5264.779297
	Iteration 13Q: 3 clusters Score -5372396 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -5372608.000000 Penalty: 5264.779297
	Iteration 14Q: 3 clusters Score -5372608 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -5372724.500000 Penalty: 5264.779297
	Iteration 15Q: 3 clusters Score -5372724 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -5372845.500000 Penalty: 5264.779297
	Iteration 16Q: 3 clusters Score -5372846 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -5372922.000000 Penalty: 5264.779297
	Iteration 17Q: 3 clusters Score -5372922 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -5372984.000000 Penalty: 5264.779297
	Iteration 18Q: 3 clusters Score -5372984 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -5373060.000000 Penalty: 5264.779297
	Iteration 19Q: 3 clusters Score -5373060 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -5373128.500000 Penalty: 5264.779297
	Iteration 20F: 3 clusters Score -5373128 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -5373214.000000 Penalty: 5264.779297
	Iteration 21Q: 3 clusters Score -5373214 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -5373300.000000 Penalty: 5264.779297
	Iteration 22Q: 3 clusters Score -5373300 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -5373373.500000 Penalty: 5264.779297
	Iteration 23Q: 3 clusters Score -5373374 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -5373462.000000 Penalty: 5264.779297
	Iteration 24Q: 3 clusters Score -5373462 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -5373579.000000 Penalty: 5264.779297
	Iteration 25Q: 3 clusters Score -5373579 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -5373736.000000 Penalty: 5264.779297
	Iteration 26Q: 3 clusters Score -5373736 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -5373894.000000 Penalty: 5264.779297
	Iteration 27Q: 3 clusters Score -5373894 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -5374059.500000 Penalty: 5264.779297
	Iteration 28Q: 3 clusters Score -5374060 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -5374260.500000 Penalty: 5264.779297
	Iteration 29Q: 3 clusters Score -5374260 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -5374408.000000 Penalty: 5264.779297
	Iteration 30Q: 3 clusters Score -5374408 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -5374653.000000 Penalty: 5264.779297
	Iteration 31Q: 3 clusters Score -5374653 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -5374834.500000 Penalty: 5264.779297
	Iteration 32Q: 3 clusters Score -5374834 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -5375022.500000 Penalty: 5264.779297
	Iteration 33Q: 3 clusters Score -5375022 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -5375188.500000 Penalty: 5264.779297
	Iteration 34Q: 3 clusters Score -5375188 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -5375352.500000 Penalty: 5264.779297
	Iteration 35Q: 3 clusters Score -5375352 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -5375508.500000 Penalty: 5264.779297
	Iteration 36Q: 3 clusters Score -5375508 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -5375646.500000 Penalty: 5264.779297
	Iteration 37Q: 3 clusters Score -5375646 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -5375754.000000 Penalty: 5264.779297
	Iteration 38Q: 3 clusters Score -5375754 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -5375867.000000 Penalty: 5264.779297
	Iteration 39Q: 3 clusters Score -5375867 nChanged 311
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -5375967.000000 Penalty: 5264.779297
	Iteration 40F: 3 clusters Score -5375967 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -5376054.000000 Penalty: 5264.779297
	Iteration 41Q: 3 clusters Score -5376054 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -5376130.000000 Penalty: 5264.779297
	Iteration 42Q: 3 clusters Score -5376130 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -5376202.000000 Penalty: 5264.779297
	Iteration 43Q: 3 clusters Score -5376202 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -5376274.000000 Penalty: 5264.779297
	Iteration 44Q: 3 clusters Score -5376274 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -5376344.500000 Penalty: 5264.779297
	Iteration 45Q: 3 clusters Score -5376344 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -5376396.000000 Penalty: 5264.779297
	Iteration 46Q: 3 clusters Score -5376396 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5376468 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -5376529.500000 Penalty: 5264.779297
	Iteration 48Q: 3 clusters Score -5376530 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -5376588.500000 Penalty: 5264.779297
	Iteration 49Q: 3 clusters Score -5376588 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -5376637.500000 Penalty: 5264.779297
	Iteration 50Q: 3 clusters Score -5376638 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5376696.000000 Penalty: 5264.779297
	Iteration 51Q: 3 clusters Score -5376696 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -5376765.000000 Penalty: 5264.779297
	Iteration 52Q: 3 clusters Score -5376765 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5376818.500000 Penalty: 5264.779297
	Iteration 53Q: 3 clusters Score -5376818 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5376875.500000 Penalty: 5264.779297
	Iteration 54Q: 3 clusters Score -5376876 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -5376904.500000 Penalty: 5264.779297
	Iteration 55Q: 3 clusters Score -5376904 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5376923.000000 Penalty: 5264.779297
	Iteration 56Q: 3 clusters Score -5376923 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5376949.000000 Penalty: 5264.779297
	Iteration 57Q: 3 clusters Score -5376949 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5376955.500000 Penalty: 5264.779297
	Iteration 58Q: 3 clusters Score -5376956 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5376988.000000 Penalty: 5264.779297
	Iteration 59Q: 3 clusters Score -5376988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5377009.500000 Penalty: 5264.779297
	Iteration 60F: 3 clusters Score -5377010 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5377029.500000 Penalty: 5264.779297
	Iteration 61Q: 3 clusters Score -5377030 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5377046.000000 Penalty: 5264.779297
	Iteration 62Q: 3 clusters Score -5377046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5377063.500000 Penalty: 5264.779297
	Iteration 63Q: 3 clusters Score -5377064 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5377080.000000 Penalty: 5264.779297
	Iteration 64Q: 3 clusters Score -5377080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5377081.000000 Penalty: 5264.779297
	Iteration 65Q: 3 clusters Score -5377081 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5377102.000000 Penalty: 5264.779297
	Iteration 66Q: 3 clusters Score -5377102 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5377108.500000 Penalty: 5264.779297
	Iteration 67Q: 3 clusters Score -5377108 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5377111.000000 Penalty: 5264.779297
	Iteration 68Q: 3 clusters Score -5377111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5377108.000000 Penalty: 5264.779297
	Iteration 69Q: 3 clusters Score -5377108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -5377113.500000 Penalty: 5264.779297
	Iteration 70Q: 3 clusters Score -5377114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5377120.500000 Penalty: 5264.779297
	Iteration 71Q: 3 clusters Score -5377120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5377115.500000 Penalty: 5264.779297
	Iteration 72Q: 3 clusters Score -5377116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5377121.000000 Penalty: 5264.779297
	Iteration 73Q: 3 clusters Score -5377121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5377123.000000 Penalty: 5264.779297
	Iteration 74Q: 3 clusters Score -5377123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5377119.000000 Penalty: 5264.779297
	Iteration 75Q: 3 clusters Score -5377119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5377121.000000 Penalty: 5264.779297
	Iteration 76Q: 3 clusters Score -5377121 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5377125.000000 Penalty: 5264.779297
	Iteration 77Q: 3 clusters Score -5377125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5377126.500000 Penalty: 5264.779297
	Iteration 78Q: 3 clusters Score -5377126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5377122.000000 Penalty: 5264.779297
	Iteration 79Q: 3 clusters Score -5377122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5377125.500000 Penalty: 5264.779297
	Iteration 80F: 3 clusters Score -5377126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5377125.000000 Penalty: 5264.779297
	Iteration 81Q: 3 clusters Score -5377125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5377127.500000 Penalty: 5264.779297
	Iteration 82Q: 3 clusters Score -5377128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5377134.500000 Penalty: 5264.779297
	Iteration 83Q: 3 clusters Score -5377134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5377152.500000 Penalty: 5264.779297
	Iteration 84Q: 3 clusters Score -5377152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5377151.000000 Penalty: 5264.779297
	Iteration 85Q: 3 clusters Score -5377151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5377161.000000 Penalty: 5264.779297
	Iteration 86Q: 3 clusters Score -5377161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5377158.000000 Penalty: 5264.779297
	Iteration 87Q: 3 clusters Score -5377158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5377164.000000 Penalty: 5264.779297
	Iteration 88Q: 3 clusters Score -5377164 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5377164.500000 Penalty: 5264.779297
	Iteration 89Q: 3 clusters Score -5377164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5377166.000000 Penalty: 5264.779297
	Iteration 90Q: 3 clusters Score -5377166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5377165.500000 Penalty: 5264.779297
	Iteration 91Q: 3 clusters Score -5377166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5377172.000000 Penalty: 5264.779297
	Iteration 92Q: 3 clusters Score -5377172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5377175.000000 Penalty: 5264.779297
	Iteration 93Q: 3 clusters Score -5377175 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5377176 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5377177.000000 Penalty: 5264.779297
	Iteration 95Q: 3 clusters Score -5377177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5377179.000000 Penalty: 5264.779297
	Iteration 96Q: 3 clusters Score -5377179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5377176.500000 Penalty: 5264.779297
	Iteration 97Q: 3 clusters Score -5377176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5377181.500000 Penalty: 5264.779297
	Iteration 98Q: 3 clusters Score -5377182 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5377183.000000 Penalty: 5264.779297
	Iteration 99Q: 3 clusters Score -5377183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5377181.000000 Penalty: 5264.779297
	Iteration 100F: 3 clusters Score -5377181 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5377183.500000 Penalty: 5264.779297
	Iteration 101Q: 3 clusters Score -5377184 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5377180.500000 Penalty: 5264.779297
	Iteration 102Q: 3 clusters Score -5377180 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5377180.000000 Penalty: 5264.779297
	Iteration 103Q: 3 clusters Score -5377180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -5377186.000000 Penalty: 5264.779297
	Iteration 104Q: 3 clusters Score -5377186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5377186.000000 Penalty: 5264.779297
	Iteration 105Q: 3 clusters Score -5377186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5377187.500000 Penalty: 5264.779297
	Iteration 106Q: 3 clusters Score -5377188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5377196.000000 Penalty: 5264.779297
	Iteration 107Q: 3 clusters Score -5377196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5377198.000000 Penalty: 5264.779297
	Iteration 108Q: 3 clusters Score -5377198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5377196.000000 Penalty: 5264.779297
	Iteration 109Q: 3 clusters Score -5377196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5377200.500000 Penalty: 5264.779297
	Iteration 110Q: 3 clusters Score -5377200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5377197.000000 Penalty: 5264.779297
	Iteration 111Q: 3 clusters Score -5377197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5377200.500000 Penalty: 5264.779297
	Iteration 112Q: 3 clusters Score -5377200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5377195.500000 Penalty: 5264.779297
	Iteration 113Q: 3 clusters Score -5377196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5377204.000000 Penalty: 5264.779297
	Iteration 114Q: 3 clusters Score -5377204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5377199.000000 Penalty: 5264.779297
	Iteration 115Q: 3 clusters Score -5377199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5377196.000000 Penalty: 5264.779297
	Iteration 116Q: 3 clusters Score -5377196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5377203.000000 Penalty: 5264.779297
	Iteration 117Q: 3 clusters Score -5377203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5377204.000000 Penalty: 5264.779297
	Iteration 118Q: 3 clusters Score -5377204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5377207.000000 Penalty: 5264.779297
	Iteration 119Q: 3 clusters Score -5377207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5377212.500000 Penalty: 5264.779297
	Iteration 120F: 3 clusters Score -5377212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5377214.000000 Penalty: 5264.779297
	Iteration 121Q: 3 clusters Score -5377214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5377215.000000 Penalty: 5264.779297
	Iteration 122Q: 3 clusters Score -5377215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5377215.000000 Penalty: 5264.779297
	Iteration 123F: 3 clusters Score -5377215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -142058.578125 Penalty: 1757.925415
	Iteration 0F: 2 clusters Score -142058.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -140010.562500 Penalty: 3515.850830
	Iteration 0F: 3 clusters Score -140010.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -140405.171875 Penalty: 3515.850830
	Iteration 1F: 3 clusters Score -140405.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -140606.218750 Penalty: 3515.850830
	Iteration 2F: 3 clusters Score -140606.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -140730.250000 Penalty: 3515.850830
	Iteration 3F: 3 clusters Score -140730.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -140807.703125 Penalty: 3515.850830
	Iteration 4Q: 3 clusters Score -140807.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -140867.968750 Penalty: 3515.850830
	Iteration 5Q: 3 clusters Score -140868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -140907.531250 Penalty: 3515.850830
	Iteration 6Q: 3 clusters Score -140907.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -140945.984375 Penalty: 3515.850830
	Iteration 7Q: 3 clusters Score -140946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -140974.906250 Penalty: 3515.850830
	Iteration 8Q: 3 clusters Score -140974.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -140995.750000 Penalty: 3515.850830
	Iteration 9Q: 3 clusters Score -140995.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -141021.390625 Penalty: 3515.850830
	Iteration 10Q: 3 clusters Score -141021.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -141052.375000 Penalty: 3515.850830
	Iteration 11Q: 3 clusters Score -141052.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -141089.031250 Penalty: 3515.850830
	Iteration 12Q: 3 clusters Score -141089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -141118.218750 Penalty: 3515.850830
	Iteration 13Q: 3 clusters Score -141118.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -141142.406250 Penalty: 3515.850830
	Iteration 14Q: 3 clusters Score -141142.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -141168.500000 Penalty: 3515.850830
	Iteration 15Q: 3 clusters Score -141168.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -141180.750000 Penalty: 3515.850830
	Iteration 16Q: 3 clusters Score -141180.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -141191.156250 Penalty: 3515.850830
	Iteration 17Q: 3 clusters Score -141191.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -141196.125000 Penalty: 3515.850830
	Iteration 18Q: 3 clusters Score -141196.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -141201.765625 Penalty: 3515.850830
	Iteration 19Q: 3 clusters Score -141201.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -141211.125000 Penalty: 3515.850830
	Iteration 20F: 3 clusters Score -141211.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -141215.515625 Penalty: 3515.850830
	Iteration 21Q: 3 clusters Score -141215.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -141217.953125 Penalty: 3515.850830
	Iteration 22Q: 3 clusters Score -141218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -141221.500000 Penalty: 3515.850830
	Iteration 23Q: 3 clusters Score -141221.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -141223.656250 Penalty: 3515.850830
	Iteration 24Q: 3 clusters Score -141223.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -141224.296875 Penalty: 3515.850830
	Iteration 25Q: 3 clusters Score -141224.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -141224.296875 Penalty: 3515.850830
	Iteration 26F: 3 clusters Score -141224.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Entering Unmasked Estep 
Score: -184150.421875 Penalty: 1833.529175
	Iteration 0F: 2 clusters Score -184150.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -181889.203125 Penalty: 3667.058350
	Iteration 0F: 3 clusters Score -181889.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -183752.671875 Penalty: 3667.058350
	Iteration 1F: 3 clusters Score -183752.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -185653.015625 Penalty: 3667.058350
	Iteration 2F: 3 clusters Score -185653 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -187737.343750 Penalty: 3667.058350
	Iteration 3F: 3 clusters Score -187737.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -189660.140625 Penalty: 3667.058350
	Iteration 4F: 3 clusters Score -189660.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -189997.421875 Penalty: 3667.058350
	Iteration 5Q: 3 clusters Score -189997.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -189997.421875 Penalty: 3667.058350
	Iteration 6F: 3 clusters Score -189997.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3863 members 
Mstep: Class 3 contains 161192 members 
Mstep: Class 4 contains 73919 members 
Mstep: Class 5 contains 162973 members 
Mstep: Class 6 contains 91660 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 7479 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 158487 members 
Mstep: Class 11 contains 169778 members 
Mstep: Class 12 contains 40720 members 
Mstep: Class 13 contains 393 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 18 contains 159741 members 
Mstep: Class 19 contains 104424 members 
Mstep: Class 20 contains 158154 members 
Mstep: Class 21 contains 73301 members 
Mstep: Class 22 contains 6326 members 
Entering Unmasked Estep 
Score: -180415488.000000 Penalty: 73630.507812
Splitting cluster 16 changes total score from -180408144.000000 to -180415488.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 18 (159741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159741 members 
Entering Unmasked Estep 
Score: -21182680.000000 Penalty: 2971.364502
	Iteration 0F: 2 clusters Score -2.118268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79762 members 
Mstep: Class 2 contains 79979 members 
Entering Unmasked Estep 
Score: -21078064.000000 Penalty: 5942.729004
	Iteration 0F: 3 clusters Score -2.107806e+07 nChanged 76789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 80442 members 
Entering Unmasked Estep 
Score: -21122260.000000 Penalty: 5942.729004
	Iteration 1F: 3 clusters Score -2.112226e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78956 members 
Mstep: Class 2 contains 80785 members 
Entering Unmasked Estep 
Score: -21123312.000000 Penalty: 5942.729004
	Iteration 2Q: 3 clusters Score -2.112331e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78469 members 
Mstep: Class 2 contains 81272 members 
Entering Unmasked Estep 
Score: -21124654.000000 Penalty: 5942.729004
	Iteration 3Q: 3 clusters Score -2.112465e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77927 members 
Mstep: Class 2 contains 81814 members 
Entering Unmasked Estep 
Score: -21126498.000000 Penalty: 5942.729004
	Iteration 4Q: 3 clusters Score -2.11265e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77263 members 
Mstep: Class 2 contains 82478 members 
Entering Unmasked Estep 
Score: -21129418.000000 Penalty: 5942.729004
	Iteration 5Q: 3 clusters Score -2.112942e+07 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76534 members 
Mstep: Class 2 contains 83207 members 
Entering Unmasked Estep 
Score: -21133914.000000 Penalty: 5942.729004
	Iteration 6Q: 3 clusters Score -2.113391e+07 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75789 members 
Mstep: Class 2 contains 83952 members 
Entering Unmasked Estep 
Score: -21138938.000000 Penalty: 5942.729004
	Iteration 7F: 3 clusters Score -2.113894e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75132 members 
Mstep: Class 2 contains 84609 members 
Entering Unmasked Estep 
Score: -21144276.000000 Penalty: 5942.729004
	Iteration 8F: 3 clusters Score -2.114428e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74429 members 
Mstep: Class 2 contains 85312 members 
Entering Unmasked Estep 
Score: -21149336.000000 Penalty: 5942.729004
	Iteration 9F: 3 clusters Score -2.114934e+07 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73978 members 
Mstep: Class 2 contains 85763 members 
Entering Unmasked Estep 
Score: -21154028.000000 Penalty: 5942.729004
	Iteration 10F: 3 clusters Score -2.115403e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73887 members 
Mstep: Class 2 contains 85854 members 
Entering Unmasked Estep 
Score: -21157696.000000 Penalty: 5942.729004
	Iteration 11Q: 3 clusters Score -2.11577e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74059 members 
Mstep: Class 2 contains 85682 members 
Entering Unmasked Estep 
Score: -21160160.000000 Penalty: 5942.729004
	Iteration 12Q: 3 clusters Score -2.116016e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74356 members 
Mstep: Class 2 contains 85385 members 
Entering Unmasked Estep 
Score: -21161350.000000 Penalty: 5942.729004
	Iteration 13Q: 3 clusters Score -2.116135e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74715 members 
Mstep: Class 2 contains 85026 members 
Entering Unmasked Estep 
Score: -21161870.000000 Penalty: 5942.729004
	Iteration 14Q: 3 clusters Score -2.116187e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75107 members 
Mstep: Class 2 contains 84634 members 
Entering Unmasked Estep 
Score: -21162206.000000 Penalty: 5942.729004
	Iteration 15Q: 3 clusters Score -2.116221e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75502 members 
Mstep: Class 2 contains 84239 members 
Entering Unmasked Estep 
Score: -21162376.000000 Penalty: 5942.729004
	Iteration 16Q: 3 clusters Score -2.116238e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75960 members 
Mstep: Class 2 contains 83781 members 
Entering Unmasked Estep 
Score: -21162608.000000 Penalty: 5942.729004
	Iteration 17Q: 3 clusters Score -2.116261e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76461 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
Score: -21162828.000000 Penalty: 5942.729004
	Iteration 18Q: 3 clusters Score -2.116283e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77093 members 
Mstep: Class 2 contains 82648 members 
Entering Unmasked Estep 
Score: -21163076.000000 Penalty: 5942.729004
	Iteration 19Q: 3 clusters Score -2.116308e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77799 members 
Mstep: Class 2 contains 81942 members 
Entering Unmasked Estep 
Score: -21163338.000000 Penalty: 5942.729004
	Iteration 20F: 3 clusters Score -2.116334e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78581 members 
Mstep: Class 2 contains 81160 members 
Entering Unmasked Estep 
Score: -21163564.000000 Penalty: 5942.729004
	Iteration 21Q: 3 clusters Score -2.116356e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79342 members 
Mstep: Class 2 contains 80399 members 
Entering Unmasked Estep 
Score: -21163682.000000 Penalty: 5942.729004
	Iteration 22Q: 3 clusters Score -2.116368e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80162 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -21163796.000000 Penalty: 5942.729004
	Iteration 23Q: 3 clusters Score -2.11638e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80979 members 
Mstep: Class 2 contains 78762 members 
Entering Unmasked Estep 
Score: -21163896.000000 Penalty: 5942.729004
	Iteration 24Q: 3 clusters Score -2.11639e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81793 members 
Mstep: Class 2 contains 77948 members 
Entering Unmasked Estep 
Score: -21164114.000000 Penalty: 5942.729004
	Iteration 25Q: 3 clusters Score -2.116411e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82604 members 
Mstep: Class 2 contains 77137 members 
Entering Unmasked Estep 
Score: -21164158.000000 Penalty: 5942.729004
	Iteration 26Q: 3 clusters Score -2.116416e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83392 members 
Mstep: Class 2 contains 76349 members 
Entering Unmasked Estep 
Score: -21164300.000000 Penalty: 5942.729004
	Iteration 27Q: 3 clusters Score -2.11643e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84223 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -21164454.000000 Penalty: 5942.729004
	Iteration 28Q: 3 clusters Score -2.116445e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85080 members 
Mstep: Class 2 contains 74661 members 
Entering Unmasked Estep 
Score: -21164504.000000 Penalty: 5942.729004
	Iteration 29Q: 3 clusters Score -2.11645e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85948 members 
Mstep: Class 2 contains 73793 members 
Entering Unmasked Estep 
Score: -21164588.000000 Penalty: 5942.729004
	Iteration 30Q: 3 clusters Score -2.116459e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86835 members 
Mstep: Class 2 contains 72906 members 
Entering Unmasked Estep 
Score: -21164698.000000 Penalty: 5942.729004
	Iteration 31Q: 3 clusters Score -2.11647e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87771 members 
Mstep: Class 2 contains 71970 members 
Entering Unmasked Estep 
Score: -21164720.000000 Penalty: 5942.729004
	Iteration 32Q: 3 clusters Score -2.116472e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88744 members 
Mstep: Class 2 contains 70997 members 
Entering Unmasked Estep 
Score: -21164840.000000 Penalty: 5942.729004
	Iteration 33Q: 3 clusters Score -2.116484e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89714 members 
Mstep: Class 2 contains 70027 members 
Entering Unmasked Estep 
Score: -21165046.000000 Penalty: 5942.729004
	Iteration 34Q: 3 clusters Score -2.116505e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90717 members 
Mstep: Class 2 contains 69024 members 
Entering Unmasked Estep 
Score: -21165138.000000 Penalty: 5942.729004
	Iteration 35Q: 3 clusters Score -2.116514e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91808 members 
Mstep: Class 2 contains 67933 members 
Entering Unmasked Estep 
Score: -21165166.000000 Penalty: 5942.729004
	Iteration 36Q: 3 clusters Score -2.116517e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92938 members 
Mstep: Class 2 contains 66803 members 
Entering Unmasked Estep 
Score: -21165350.000000 Penalty: 5942.729004
	Iteration 37Q: 3 clusters Score -2.116535e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94125 members 
Mstep: Class 2 contains 65616 members 
Entering Unmasked Estep 
Score: -21165556.000000 Penalty: 5942.729004
	Iteration 38Q: 3 clusters Score -2.116556e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95388 members 
Mstep: Class 2 contains 64353 members 
Entering Unmasked Estep 
Score: -21165704.000000 Penalty: 5942.729004
	Iteration 39Q: 3 clusters Score -2.11657e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96669 members 
Mstep: Class 2 contains 63072 members 
Entering Unmasked Estep 
Score: -21165954.000000 Penalty: 5942.729004
	Iteration 40F: 3 clusters Score -2.116595e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98041 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -21166294.000000 Penalty: 5942.729004
	Iteration 41Q: 3 clusters Score -2.116629e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99433 members 
Mstep: Class 2 contains 60308 members 
Entering Unmasked Estep 
Score: -21166590.000000 Penalty: 5942.729004
	Iteration 42Q: 3 clusters Score -2.116659e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100854 members 
Mstep: Class 2 contains 58887 members 
Entering Unmasked Estep 
Score: -21166914.000000 Penalty: 5942.729004
	Iteration 43Q: 3 clusters Score -2.116691e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102316 members 
Mstep: Class 2 contains 57425 members 
Entering Unmasked Estep 
Score: -21167132.000000 Penalty: 5942.729004
	Iteration 44Q: 3 clusters Score -2.116713e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103797 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -21167518.000000 Penalty: 5942.729004
	Iteration 45Q: 3 clusters Score -2.116752e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105357 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -21167850.000000 Penalty: 5942.729004
	Iteration 46Q: 3 clusters Score -2.116785e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107011 members 
Mstep: Class 2 contains 52730 members 
Entering Unmasked Estep 
Score: -21168132.000000 Penalty: 5942.729004
	Iteration 47Q: 3 clusters Score -2.116813e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108711 members 
Mstep: Class 2 contains 51030 members 
Entering Unmasked Estep 
Score: -21168576.000000 Penalty: 5942.729004
	Iteration 48Q: 3 clusters Score -2.116858e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110463 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -21169036.000000 Penalty: 5942.729004
	Iteration 49Q: 3 clusters Score -2.116904e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112307 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -21169464.000000 Penalty: 5942.729004
	Iteration 50Q: 3 clusters Score -2.116946e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114182 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -21169936.000000 Penalty: 5942.729004
	Iteration 51Q: 3 clusters Score -2.116994e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116060 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -21170454.000000 Penalty: 5942.729004
	Iteration 52Q: 3 clusters Score -2.117045e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118006 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -21171124.000000 Penalty: 5942.729004
	Iteration 53Q: 3 clusters Score -2.117112e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120009 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -21171576.000000 Penalty: 5942.729004
	Iteration 54Q: 3 clusters Score -2.117158e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122033 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -21172230.000000 Penalty: 5942.729004
	Iteration 55Q: 3 clusters Score -2.117223e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124074 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -21172872.000000 Penalty: 5942.729004
	Iteration 56Q: 3 clusters Score -2.117287e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126132 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -21173502.000000 Penalty: 5942.729004
	Iteration 57Q: 3 clusters Score -2.11735e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128202 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -21174200.000000 Penalty: 5942.729004
	Iteration 58Q: 3 clusters Score -2.11742e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130345 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -21174896.000000 Penalty: 5942.729004
	Iteration 59Q: 3 clusters Score -2.11749e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132481 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -21175710.000000 Penalty: 5942.729004
	Iteration 60F: 3 clusters Score -2.117571e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134497 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -21176470.000000 Penalty: 5942.729004
	Iteration 61Q: 3 clusters Score -2.117647e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136448 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -21177118.000000 Penalty: 5942.729004
	Iteration 62Q: 3 clusters Score -2.117712e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138298 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -21177814.000000 Penalty: 5942.729004
	Iteration 63Q: 3 clusters Score -2.117781e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140018 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -21178386.000000 Penalty: 5942.729004
	Iteration 64Q: 3 clusters Score -2.117839e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141544 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -21178922.000000 Penalty: 5942.729004
	Iteration 65Q: 3 clusters Score -2.117892e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143001 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -21179490.000000 Penalty: 5942.729004
	Iteration 66Q: 3 clusters Score -2.117949e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144413 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -21179986.000000 Penalty: 5942.729004
	Iteration 67Q: 3 clusters Score -2.117999e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145772 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -21180572.000000 Penalty: 5942.729004
	Iteration 68Q: 3 clusters Score -2.118057e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147002 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -21181032.000000 Penalty: 5942.729004
	Iteration 69Q: 3 clusters Score -2.118103e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148145 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -21181378.000000 Penalty: 5942.729004
	Iteration 70Q: 3 clusters Score -2.118138e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149152 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -21181698.000000 Penalty: 5942.729004
	Iteration 71Q: 3 clusters Score -2.11817e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150082 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -21181918.000000 Penalty: 5942.729004
	Iteration 72Q: 3 clusters Score -2.118192e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150913 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -21182082.000000 Penalty: 5942.729004
	Iteration 73Q: 3 clusters Score -2.118208e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151633 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -21182198.000000 Penalty: 5942.729004
	Iteration 74Q: 3 clusters Score -2.11822e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152313 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -21182330.000000 Penalty: 5942.729004
	Iteration 75Q: 3 clusters Score -2.118233e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152888 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -21182358.000000 Penalty: 5942.729004
	Iteration 76Q: 3 clusters Score -2.118236e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153358 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -21182442.000000 Penalty: 5942.729004
	Iteration 77Q: 3 clusters Score -2.118244e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153766 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -21182504.000000 Penalty: 5942.729004
	Iteration 78Q: 3 clusters Score -2.11825e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154138 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -21182548.000000 Penalty: 5942.729004
	Iteration 79Q: 3 clusters Score -2.118255e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154466 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -21182534.000000 Penalty: 5942.729004
	Iteration 80F: 3 clusters Score -2.118253e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154731 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -21182530.000000 Penalty: 5942.729004
	Iteration 81Q: 3 clusters Score -2.118253e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154967 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -21182464.000000 Penalty: 5942.729004
	Iteration 82Q: 3 clusters Score -2.118246e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155165 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -21182472.000000 Penalty: 5942.729004
	Iteration 83Q: 3 clusters Score -2.118247e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155321 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -21182546.000000 Penalty: 5942.729004
	Iteration 84Q: 3 clusters Score -2.118255e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155467 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -21182516.000000 Penalty: 5942.729004
	Iteration 85Q: 3 clusters Score -2.118252e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155602 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -21182532.000000 Penalty: 5942.729004
	Iteration 86Q: 3 clusters Score -2.118253e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155713 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -21182532.000000 Penalty: 5942.729004
	Iteration 87Q: 3 clusters Score -2.118253e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155793 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -21182500.000000 Penalty: 5942.729004
	Iteration 88Q: 3 clusters Score -2.11825e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155866 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -21182492.000000 Penalty: 5942.729004
	Iteration 89Q: 3 clusters Score -2.118249e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155928 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -21182516.000000 Penalty: 5942.729004
	Iteration 90Q: 3 clusters Score -2.118252e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155974 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -21182522.000000 Penalty: 5942.729004
	Iteration 91Q: 3 clusters Score -2.118252e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156022 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -21182508.000000 Penalty: 5942.729004
	Iteration 92Q: 3 clusters Score -2.118251e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156067 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -21182532.000000 Penalty: 5942.729004
	Iteration 93Q: 3 clusters Score -2.118253e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156105 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -21182530.000000 Penalty: 5942.729004
	Iteration 94Q: 3 clusters Score -2.118253e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156145 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -21182524.000000 Penalty: 5942.729004
	Iteration 95Q: 3 clusters Score -2.118252e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156176 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -21182518.000000 Penalty: 5942.729004
	Iteration 96Q: 3 clusters Score -2.118252e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156200 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -21182506.000000 Penalty: 5942.729004
	Iteration 97Q: 3 clusters Score -2.118251e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156224 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -21182516.000000 Penalty: 5942.729004
	Iteration 98Q: 3 clusters Score -2.118252e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156246 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -21182510.000000 Penalty: 5942.729004
	Iteration 99Q: 3 clusters Score -2.118251e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156266 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -21182506.000000 Penalty: 5942.729004
	Iteration 100F: 3 clusters Score -2.118251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156281 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -21182512.000000 Penalty: 5942.729004
	Iteration 101Q: 3 clusters Score -2.118251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156296 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -21182506.000000 Penalty: 5942.729004
	Iteration 102Q: 3 clusters Score -2.118251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156313 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -21182498.000000 Penalty: 5942.729004
	Iteration 103Q: 3 clusters Score -2.11825e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156338 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -21182506.000000 Penalty: 5942.729004
	Iteration 104Q: 3 clusters Score -2.118251e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156364 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -21182498.000000 Penalty: 5942.729004
	Iteration 105Q: 3 clusters Score -2.11825e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156391 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -21182470.000000 Penalty: 5942.729004
	Iteration 106Q: 3 clusters Score -2.118247e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156417 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -21182476.000000 Penalty: 5942.729004
	Iteration 107Q: 3 clusters Score -2.118248e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156435 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -21182444.000000 Penalty: 5942.729004
	Iteration 108Q: 3 clusters Score -2.118244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156450 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -21182432.000000 Penalty: 5942.729004
	Iteration 109Q: 3 clusters Score -2.118243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156457 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -21182458.000000 Penalty: 5942.729004
	Iteration 110Q: 3 clusters Score -2.118246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156466 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -21182444.000000 Penalty: 5942.729004
	Iteration 111Q: 3 clusters Score -2.118244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156473 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -21182440.000000 Penalty: 5942.729004
	Iteration 112Q: 3 clusters Score -2.118244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156486 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -21182432.000000 Penalty: 5942.729004
	Iteration 113Q: 3 clusters Score -2.118243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156494 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -21182418.000000 Penalty: 5942.729004
	Iteration 114Q: 3 clusters Score -2.118242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156496 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -21182436.000000 Penalty: 5942.729004
	Iteration 115Q: 3 clusters Score -2.118244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156502 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -21182424.000000 Penalty: 5942.729004
	Iteration 116Q: 3 clusters Score -2.118242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156505 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -21182420.000000 Penalty: 5942.729004
	Iteration 117Q: 3 clusters Score -2.118242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156506 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -21182412.000000 Penalty: 5942.729004
	Iteration 118Q: 3 clusters Score -2.118241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156506 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -21182412.000000 Penalty: 5942.729004
	Iteration 119F: 3 clusters Score -2.118241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (104424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104424 members 
Entering Unmasked Estep 
Score: -13903828.000000 Penalty: 2865.941406
	Iteration 0F: 2 clusters Score -1.390383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -13834839.000000 Penalty: 5731.882812
	Iteration 0F: 3 clusters Score -1.383484e+07 nChanged 49351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52110 members 
Mstep: Class 2 contains 52314 members 
Entering Unmasked Estep 
Score: -13862775.000000 Penalty: 5731.882812
	Iteration 1F: 3 clusters Score -1.386278e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 52552 members 
Entering Unmasked Estep 
Score: -13863539.000000 Penalty: 5731.882812
	Iteration 2Q: 3 clusters Score -1.386354e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 52714 members 
Entering Unmasked Estep 
Score: -13864850.000000 Penalty: 5731.882812
	Iteration 3Q: 3 clusters Score -1.386485e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -13866676.000000 Penalty: 5731.882812
	Iteration 4Q: 3 clusters Score -1.386668e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -13869382.000000 Penalty: 5731.882812
	Iteration 5Q: 3 clusters Score -1.386938e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -13872572.000000 Penalty: 5731.882812
	Iteration 6F: 3 clusters Score -1.387257e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -13876427.000000 Penalty: 5731.882812
	Iteration 7F: 3 clusters Score -1.387643e+07 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56543 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -13881057.000000 Penalty: 5731.882812
	Iteration 8F: 3 clusters Score -1.388106e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59430 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -13885756.000000 Penalty: 5731.882812
	Iteration 9F: 3 clusters Score -1.388576e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62293 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -13889654.000000 Penalty: 5731.882812
	Iteration 10F: 3 clusters Score -1.388965e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64823 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -13891948.000000 Penalty: 5731.882812
	Iteration 11Q: 3 clusters Score -1.389195e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67164 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -13893173.000000 Penalty: 5731.882812
	Iteration 12Q: 3 clusters Score -1.389317e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69397 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -13894288.000000 Penalty: 5731.882812
	Iteration 13Q: 3 clusters Score -1.389429e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71664 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -13895424.000000 Penalty: 5731.882812
	Iteration 14Q: 3 clusters Score -1.389542e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73883 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -13896513.000000 Penalty: 5731.882812
	Iteration 15Q: 3 clusters Score -1.389651e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76021 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -13897459.000000 Penalty: 5731.882812
	Iteration 16Q: 3 clusters Score -1.389746e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78047 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -13898535.000000 Penalty: 5731.882812
	Iteration 17Q: 3 clusters Score -1.389854e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79948 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -13899350.000000 Penalty: 5731.882812
	Iteration 18Q: 3 clusters Score -1.389935e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81720 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -13900154.000000 Penalty: 5731.882812
	Iteration 19Q: 3 clusters Score -1.390015e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83428 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -13900801.000000 Penalty: 5731.882812
	Iteration 20F: 3 clusters Score -1.39008e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84967 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -13901370.000000 Penalty: 5731.882812
	Iteration 21Q: 3 clusters Score -1.390137e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86430 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -13901906.000000 Penalty: 5731.882812
	Iteration 22Q: 3 clusters Score -1.390191e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87881 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -13902344.000000 Penalty: 5731.882812
	Iteration 23Q: 3 clusters Score -1.390234e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89231 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -13902650.000000 Penalty: 5731.882812
	Iteration 24Q: 3 clusters Score -1.390265e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90491 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -13903023.000000 Penalty: 5731.882812
	Iteration 25Q: 3 clusters Score -1.390302e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91617 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -13903239.000000 Penalty: 5731.882812
	Iteration 26Q: 3 clusters Score -1.390324e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92663 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -13903444.000000 Penalty: 5731.882812
	Iteration 27Q: 3 clusters Score -1.390344e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93583 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -13903581.000000 Penalty: 5731.882812
	Iteration 28Q: 3 clusters Score -1.390358e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94407 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -13903762.000000 Penalty: 5731.882812
	Iteration 29Q: 3 clusters Score -1.390376e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95196 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -13903884.000000 Penalty: 5731.882812
	Iteration 30Q: 3 clusters Score -1.390388e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95909 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -13903953.000000 Penalty: 5731.882812
	Iteration 31Q: 3 clusters Score -1.390395e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96591 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -13904003.000000 Penalty: 5731.882812
	Iteration 32Q: 3 clusters Score -1.3904e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97189 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -13904115.000000 Penalty: 5731.882812
	Iteration 33Q: 3 clusters Score -1.390412e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97718 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -13904257.000000 Penalty: 5731.882812
	Iteration 34Q: 3 clusters Score -1.390426e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98134 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -13904284.000000 Penalty: 5731.882812
	Iteration 35Q: 3 clusters Score -1.390428e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98484 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -13904292.000000 Penalty: 5731.882812
	Iteration 36Q: 3 clusters Score -1.390429e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98794 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -13904251.000000 Penalty: 5731.882812
	Iteration 37Q: 3 clusters Score -1.390425e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99057 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -13904190.000000 Penalty: 5731.882812
	Iteration 38Q: 3 clusters Score -1.390419e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99297 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -13904191.000000 Penalty: 5731.882812
	Iteration 39Q: 3 clusters Score -1.390419e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99491 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -13904205.000000 Penalty: 5731.882812
	Iteration 40F: 3 clusters Score -1.39042e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99671 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -13904185.000000 Penalty: 5731.882812
	Iteration 41Q: 3 clusters Score -1.390418e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99814 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -13904161.000000 Penalty: 5731.882812
	Iteration 42Q: 3 clusters Score -1.390416e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99942 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -13904138.000000 Penalty: 5731.882812
	Iteration 43Q: 3 clusters Score -1.390414e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100069 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -13904153.000000 Penalty: 5731.882812
	Iteration 44Q: 3 clusters Score -1.390415e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100182 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -13904167.000000 Penalty: 5731.882812
	Iteration 45Q: 3 clusters Score -1.390417e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100291 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -13904159.000000 Penalty: 5731.882812
	Iteration 46Q: 3 clusters Score -1.390416e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100413 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -13904163.000000 Penalty: 5731.882812
	Iteration 47Q: 3 clusters Score -1.390416e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100519 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -13904145.000000 Penalty: 5731.882812
	Iteration 48Q: 3 clusters Score -1.390414e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100602 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -13904150.000000 Penalty: 5731.882812
	Iteration 49Q: 3 clusters Score -1.390415e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100675 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -13904139.000000 Penalty: 5731.882812
	Iteration 50Q: 3 clusters Score -1.390414e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100721 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -13904133.000000 Penalty: 5731.882812
	Iteration 51Q: 3 clusters Score -1.390413e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100762 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -13904117.000000 Penalty: 5731.882812
	Iteration 52Q: 3 clusters Score -1.390412e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100799 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -13904142.000000 Penalty: 5731.882812
	Iteration 53Q: 3 clusters Score -1.390414e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100822 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -13904118.000000 Penalty: 5731.882812
	Iteration 54Q: 3 clusters Score -1.390412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100840 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -13904124.000000 Penalty: 5731.882812
	Iteration 55Q: 3 clusters Score -1.390412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100850 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -13904102.000000 Penalty: 5731.882812
	Iteration 56Q: 3 clusters Score -1.39041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100860 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -13904105.000000 Penalty: 5731.882812
	Iteration 57Q: 3 clusters Score -1.39041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100872 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -13904108.000000 Penalty: 5731.882812
	Iteration 58Q: 3 clusters Score -1.390411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100887 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -13904102.000000 Penalty: 5731.882812
	Iteration 59Q: 3 clusters Score -1.39041e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100907 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -13904106.000000 Penalty: 5731.882812
	Iteration 60F: 3 clusters Score -1.390411e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100922 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -13904113.000000 Penalty: 5731.882812
	Iteration 61Q: 3 clusters Score -1.390411e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100938 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -13904122.000000 Penalty: 5731.882812
	Iteration 62Q: 3 clusters Score -1.390412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100947 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -13904124.000000 Penalty: 5731.882812
	Iteration 63Q: 3 clusters Score -1.390412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100954 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -13904118.000000 Penalty: 5731.882812
	Iteration 64Q: 3 clusters Score -1.390412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100961 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -13904129.000000 Penalty: 5731.882812
	Iteration 65Q: 3 clusters Score -1.390413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100968 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -13904130.000000 Penalty: 5731.882812
	Iteration 66Q: 3 clusters Score -1.390413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100975 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -13904123.000000 Penalty: 5731.882812
	Iteration 67Q: 3 clusters Score -1.390412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100979 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -13904118.000000 Penalty: 5731.882812
	Iteration 68Q: 3 clusters Score -1.390412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100979 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -13904118.000000 Penalty: 5731.882812
	Iteration 69F: 3 clusters Score -1.390412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3863 members 
Mstep: Class 3 contains 161192 members 
Mstep: Class 4 contains 73919 members 
Mstep: Class 5 contains 162973 members 
Mstep: Class 6 contains 91660 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 7479 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 158487 members 
Mstep: Class 11 contains 169778 members 
Mstep: Class 12 contains 40720 members 
Mstep: Class 13 contains 393 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 3445 members 
Mstep: Class 18 contains 159741 members 
Mstep: Class 19 contains 100979 members 
Mstep: Class 20 contains 158154 members 
Mstep: Class 21 contains 73301 members 
Mstep: Class 22 contains 6326 members 
Entering Unmasked Estep 
Score: -180415952.000000 Penalty: 77136.718750
Splitting cluster 19 changes total score from -180408144.000000 to -180415952.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 20 (158154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158154 members 
Entering Unmasked Estep 
Score: -21406474.000000 Penalty: 2968.888672
	Iteration 0F: 2 clusters Score -2.140647e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79012 members 
Mstep: Class 2 contains 79142 members 
Entering Unmasked Estep 
Score: -21301646.000000 Penalty: 5937.777344
	Iteration 0F: 3 clusters Score -2.130165e+07 nChanged 75684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 80358 members 
Entering Unmasked Estep 
Score: -21345916.000000 Penalty: 5937.777344
	Iteration 1F: 3 clusters Score -2.134592e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77065 members 
Mstep: Class 2 contains 81089 members 
Entering Unmasked Estep 
Score: -21346900.000000 Penalty: 5937.777344
	Iteration 2Q: 3 clusters Score -2.13469e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75999 members 
Mstep: Class 2 contains 82155 members 
Entering Unmasked Estep 
Score: -21347970.000000 Penalty: 5937.777344
	Iteration 3Q: 3 clusters Score -2.134797e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74440 members 
Mstep: Class 2 contains 83714 members 
Entering Unmasked Estep 
Score: -21349420.000000 Penalty: 5937.777344
	Iteration 4Q: 3 clusters Score -2.134942e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72194 members 
Mstep: Class 2 contains 85960 members 
Entering Unmasked Estep 
Score: -21351362.000000 Penalty: 5937.777344
	Iteration 5Q: 3 clusters Score -2.135136e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69099 members 
Mstep: Class 2 contains 89055 members 
Entering Unmasked Estep 
Score: -21354376.000000 Penalty: 5937.777344
	Iteration 6Q: 3 clusters Score -2.135438e+07 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65184 members 
Mstep: Class 2 contains 92970 members 
Entering Unmasked Estep 
Score: -21359172.000000 Penalty: 5937.777344
	Iteration 7Q: 3 clusters Score -2.135917e+07 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 97497 members 
Entering Unmasked Estep 
Score: -21365914.000000 Penalty: 5937.777344
	Iteration 8F: 3 clusters Score -2.136591e+07 nChanged 9959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56438 members 
Mstep: Class 2 contains 101716 members 
Entering Unmasked Estep 
Score: -21373624.000000 Penalty: 5937.777344
	Iteration 9F: 3 clusters Score -2.137362e+07 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 104909 members 
Entering Unmasked Estep 
Score: -21380206.000000 Penalty: 5937.777344
	Iteration 10F: 3 clusters Score -2.138021e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 107274 members 
Entering Unmasked Estep 
Score: -21383926.000000 Penalty: 5937.777344
	Iteration 11Q: 3 clusters Score -2.138393e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 109248 members 
Entering Unmasked Estep 
Score: -21385650.000000 Penalty: 5937.777344
	Iteration 12Q: 3 clusters Score -2.138565e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 111168 members 
Entering Unmasked Estep 
Score: -21386642.000000 Penalty: 5937.777344
	Iteration 13Q: 3 clusters Score -2.138664e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 113127 members 
Entering Unmasked Estep 
Score: -21387470.000000 Penalty: 5937.777344
	Iteration 14Q: 3 clusters Score -2.138747e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 115097 members 
Entering Unmasked Estep 
Score: -21388318.000000 Penalty: 5937.777344
	Iteration 15Q: 3 clusters Score -2.138832e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 117042 members 
Entering Unmasked Estep 
Score: -21388904.000000 Penalty: 5937.777344
	Iteration 16Q: 3 clusters Score -2.13889e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 119069 members 
Entering Unmasked Estep 
Score: -21389752.000000 Penalty: 5937.777344
	Iteration 17Q: 3 clusters Score -2.138975e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 121090 members 
Entering Unmasked Estep 
Score: -21390566.000000 Penalty: 5937.777344
	Iteration 18Q: 3 clusters Score -2.139057e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 123103 members 
Entering Unmasked Estep 
Score: -21391316.000000 Penalty: 5937.777344
	Iteration 19Q: 3 clusters Score -2.139132e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 125122 members 
Entering Unmasked Estep 
Score: -21392102.000000 Penalty: 5937.777344
	Iteration 20F: 3 clusters Score -2.13921e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 127141 members 
Entering Unmasked Estep 
Score: -21392820.000000 Penalty: 5937.777344
	Iteration 21Q: 3 clusters Score -2.139282e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 129143 members 
Entering Unmasked Estep 
Score: -21393580.000000 Penalty: 5937.777344
	Iteration 22Q: 3 clusters Score -2.139358e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 131193 members 
Entering Unmasked Estep 
Score: -21394238.000000 Penalty: 5937.777344
	Iteration 23Q: 3 clusters Score -2.139424e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 133257 members 
Entering Unmasked Estep 
Score: -21395066.000000 Penalty: 5937.777344
	Iteration 24Q: 3 clusters Score -2.139507e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 135258 members 
Entering Unmasked Estep 
Score: -21395788.000000 Penalty: 5937.777344
	Iteration 25Q: 3 clusters Score -2.139579e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 137150 members 
Entering Unmasked Estep 
Score: -21396476.000000 Penalty: 5937.777344
	Iteration 26Q: 3 clusters Score -2.139648e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 139073 members 
Entering Unmasked Estep 
Score: -21397306.000000 Penalty: 5937.777344
	Iteration 27Q: 3 clusters Score -2.139731e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 140959 members 
Entering Unmasked Estep 
Score: -21398014.000000 Penalty: 5937.777344
	Iteration 28Q: 3 clusters Score -2.139801e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 142847 members 
Entering Unmasked Estep 
Score: -21398940.000000 Penalty: 5937.777344
	Iteration 29Q: 3 clusters Score -2.139894e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 144568 members 
Entering Unmasked Estep 
Score: -21399636.000000 Penalty: 5937.777344
	Iteration 30Q: 3 clusters Score -2.139964e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 146169 members 
Entering Unmasked Estep 
Score: -21400368.000000 Penalty: 5937.777344
	Iteration 31Q: 3 clusters Score -2.140037e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 147655 members 
Entering Unmasked Estep 
Score: -21400894.000000 Penalty: 5937.777344
	Iteration 32Q: 3 clusters Score -2.140089e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 149024 members 
Entering Unmasked Estep 
Score: -21401366.000000 Penalty: 5937.777344
	Iteration 33Q: 3 clusters Score -2.140137e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 150186 members 
Entering Unmasked Estep 
Score: -21401812.000000 Penalty: 5937.777344
	Iteration 34Q: 3 clusters Score -2.140181e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 151227 members 
Entering Unmasked Estep 
Score: -21402106.000000 Penalty: 5937.777344
	Iteration 35Q: 3 clusters Score -2.140211e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 152113 members 
Entering Unmasked Estep 
Score: -21402486.000000 Penalty: 5937.777344
	Iteration 36Q: 3 clusters Score -2.140249e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 152885 members 
Entering Unmasked Estep 
Score: -21402802.000000 Penalty: 5937.777344
	Iteration 37Q: 3 clusters Score -2.14028e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 153550 members 
Entering Unmasked Estep 
Score: -21403054.000000 Penalty: 5937.777344
	Iteration 38Q: 3 clusters Score -2.140305e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 154118 members 
Entering Unmasked Estep 
Score: -21403352.000000 Penalty: 5937.777344
	Iteration 39Q: 3 clusters Score -2.140335e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 154566 members 
Entering Unmasked Estep 
Score: -21403520.000000 Penalty: 5937.777344
	Iteration 40F: 3 clusters Score -2.140352e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 154933 members 
Entering Unmasked Estep 
Score: -21403634.000000 Penalty: 5937.777344
	Iteration 41Q: 3 clusters Score -2.140363e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 155234 members 
Entering Unmasked Estep 
Score: -21403686.000000 Penalty: 5937.777344
	Iteration 42Q: 3 clusters Score -2.140369e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 155461 members 
Entering Unmasked Estep 
Score: -21403756.000000 Penalty: 5937.777344
	Iteration 43Q: 3 clusters Score -2.140376e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 155661 members 
Entering Unmasked Estep 
Score: -21403816.000000 Penalty: 5937.777344
	Iteration 44Q: 3 clusters Score -2.140382e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 155811 members 
Entering Unmasked Estep 
Score: -21403860.000000 Penalty: 5937.777344
	Iteration 45Q: 3 clusters Score -2.140386e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 155935 members 
Entering Unmasked Estep 
Score: -21403878.000000 Penalty: 5937.777344
	Iteration 46Q: 3 clusters Score -2.140388e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 156046 members 
Entering Unmasked Estep 
Score: -21403908.000000 Penalty: 5937.777344
	Iteration 47Q: 3 clusters Score -2.140391e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 156145 members 
Entering Unmasked Estep 
Score: -21403948.000000 Penalty: 5937.777344
	Iteration 48Q: 3 clusters Score -2.140395e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 156213 members 
Entering Unmasked Estep 
Score: -21403984.000000 Penalty: 5937.777344
	Iteration 49Q: 3 clusters Score -2.140398e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 156274 members 
Entering Unmasked Estep 
Score: -21404038.000000 Penalty: 5937.777344
	Iteration 50Q: 3 clusters Score -2.140404e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 156331 members 
Entering Unmasked Estep 
Score: -21404058.000000 Penalty: 5937.777344
	Iteration 51Q: 3 clusters Score -2.140406e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 156379 members 
Entering Unmasked Estep 
Score: -21404044.000000 Penalty: 5937.777344
	Iteration 52Q: 3 clusters Score -2.140404e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 156397 members 
Entering Unmasked Estep 
Score: -21404022.000000 Penalty: 5937.777344
	Iteration 53Q: 3 clusters Score -2.140402e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 156414 members 
Entering Unmasked Estep 
Score: -21404020.000000 Penalty: 5937.777344
	Iteration 54Q: 3 clusters Score -2.140402e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 156448 members 
Entering Unmasked Estep 
Score: -21404030.000000 Penalty: 5937.777344
	Iteration 55Q: 3 clusters Score -2.140403e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 156471 members 
Entering Unmasked Estep 
Score: -21404054.000000 Penalty: 5937.777344
	Iteration 56Q: 3 clusters Score -2.140405e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 156484 members 
Entering Unmasked Estep 
Score: -21404050.000000 Penalty: 5937.777344
	Iteration 57Q: 3 clusters Score -2.140405e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 156489 members 
Entering Unmasked Estep 
Score: -21404056.000000 Penalty: 5937.777344
	Iteration 58Q: 3 clusters Score -2.140406e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 156501 members 
Entering Unmasked Estep 
Score: -21404054.000000 Penalty: 5937.777344
	Iteration 59Q: 3 clusters Score -2.140405e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 156516 members 
Entering Unmasked Estep 
Score: -21404060.000000 Penalty: 5937.777344
	Iteration 60F: 3 clusters Score -2.140406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 156530 members 
Entering Unmasked Estep 
Score: -21404074.000000 Penalty: 5937.777344
	Iteration 61Q: 3 clusters Score -2.140407e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 156543 members 
Entering Unmasked Estep 
Score: -21404070.000000 Penalty: 5937.777344
	Iteration 62Q: 3 clusters Score -2.140407e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 156553 members 
Entering Unmasked Estep 
Score: -21404064.000000 Penalty: 5937.777344
	Iteration 63Q: 3 clusters Score -2.140406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 156561 members 
Entering Unmasked Estep 
Score: -21404068.000000 Penalty: 5937.777344
	Iteration 64Q: 3 clusters Score -2.140407e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 156564 members 
Entering Unmasked Estep 
Score: -21404088.000000 Penalty: 5937.777344
	Iteration 65Q: 3 clusters Score -2.140409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 156572 members 
Entering Unmasked Estep 
Score: -21404086.000000 Penalty: 5937.777344
	Iteration 66Q: 3 clusters Score -2.140409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 156581 members 
Entering Unmasked Estep 
Score: -21404112.000000 Penalty: 5937.777344
	Iteration 67Q: 3 clusters Score -2.140411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 156585 members 
Entering Unmasked Estep 
Score: -21404108.000000 Penalty: 5937.777344
	Iteration 68Q: 3 clusters Score -2.140411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 156587 members 
Entering Unmasked Estep 
Score: -21404104.000000 Penalty: 5937.777344
	Iteration 69Q: 3 clusters Score -2.14041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 156589 members 
Entering Unmasked Estep 
Score: -21404098.000000 Penalty: 5937.777344
	Iteration 70Q: 3 clusters Score -2.14041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 156590 members 
Entering Unmasked Estep 
Score: -21404096.000000 Penalty: 5937.777344
	Iteration 71Q: 3 clusters Score -2.14041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 156590 members 
Entering Unmasked Estep 
Score: -21404108.000000 Penalty: 5937.777344
	Iteration 72Q: 3 clusters Score -2.140411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 156593 members 
Entering Unmasked Estep 
Score: -21404110.000000 Penalty: 5937.777344
	Iteration 73Q: 3 clusters Score -2.140411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 156592 members 
Entering Unmasked Estep 
Score: -21404100.000000 Penalty: 5937.777344
	Iteration 74Q: 3 clusters Score -2.14041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 156593 members 
Entering Unmasked Estep 
Score: -21404110.000000 Penalty: 5937.777344
	Iteration 75Q: 3 clusters Score -2.140411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 156596 members 
Entering Unmasked Estep 
Score: -21404104.000000 Penalty: 5937.777344
	Iteration 76Q: 3 clusters Score -2.14041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 156602 members 
Entering Unmasked Estep 
Score: -21404116.000000 Penalty: 5937.777344
	Iteration 77Q: 3 clusters Score -2.140412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 156608 members 
Entering Unmasked Estep 
Score: -21404108.000000 Penalty: 5937.777344
	Iteration 78Q: 3 clusters Score -2.140411e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 156618 members 
Entering Unmasked Estep 
Score: -21404116.000000 Penalty: 5937.777344
	Iteration 79Q: 3 clusters Score -2.140412e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 156629 members 
Entering Unmasked Estep 
Score: -21404124.000000 Penalty: 5937.777344
	Iteration 80F: 3 clusters Score -2.140412e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 156637 members 
Entering Unmasked Estep 
Score: -21404126.000000 Penalty: 5937.777344
	Iteration 81Q: 3 clusters Score -2.140413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 156644 members 
Entering Unmasked Estep 
Score: -21404120.000000 Penalty: 5937.777344
	Iteration 82Q: 3 clusters Score -2.140412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 156646 members 
Entering Unmasked Estep 
Score: -21404124.000000 Penalty: 5937.777344
	Iteration 83Q: 3 clusters Score -2.140412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 156651 members 
Entering Unmasked Estep 
Score: -21404124.000000 Penalty: 5937.777344
	Iteration 84Q: 3 clusters Score -2.140412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 156653 members 
Entering Unmasked Estep 
Score: -21404122.000000 Penalty: 5937.777344
	Iteration 85Q: 3 clusters Score -2.140412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 156659 members 
Entering Unmasked Estep 
Score: -21404128.000000 Penalty: 5937.777344
	Iteration 86Q: 3 clusters Score -2.140413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 156666 members 
Entering Unmasked Estep 
Score: -21404128.000000 Penalty: 5937.777344
	Iteration 87Q: 3 clusters Score -2.140413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 156673 members 
Entering Unmasked Estep 
Score: -21404126.000000 Penalty: 5937.777344
	Iteration 88Q: 3 clusters Score -2.140413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 156677 members 
Entering Unmasked Estep 
Score: -21404128.000000 Penalty: 5937.777344
	Iteration 89Q: 3 clusters Score -2.140413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 156683 members 
Entering Unmasked Estep 
Score: -21404110.000000 Penalty: 5937.777344
	Iteration 90Q: 3 clusters Score -2.140411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 156683 members 
Entering Unmasked Estep 
Score: -21404110.000000 Penalty: 5937.777344
	Iteration 91F: 3 clusters Score -2.140411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (73301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73301 members 
Entering Unmasked Estep 
Score: -10026099.000000 Penalty: 2778.177734
	Iteration 0F: 2 clusters Score -1.00261e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -9976734.000000 Penalty: 5556.355469
	Iteration 0F: 3 clusters Score -9976734 nChanged 34505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -9996229.000000 Penalty: 5556.355469
	Iteration 1F: 3 clusters Score -9996229 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -9996788.000000 Penalty: 5556.355469
	Iteration 2Q: 3 clusters Score -9996788 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -9997388.000000 Penalty: 5556.355469
	Iteration 3Q: 3 clusters Score -9997388 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -9997951.000000 Penalty: 5556.355469
	Iteration 4Q: 3 clusters Score -9997951 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -9998610.000000 Penalty: 5556.355469
	Iteration 5Q: 3 clusters Score -9998610 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -9999505.000000 Penalty: 5556.355469
	Iteration 6Q: 3 clusters Score -9999505 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -10001053.000000 Penalty: 5556.355469
	Iteration 7Q: 3 clusters Score -1.000105e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
Score: -10003191.000000 Penalty: 5556.355469
	Iteration 8F: 3 clusters Score -1.000319e+07 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 53777 members 
Entering Unmasked Estep 
Score: -10006424.000000 Penalty: 5556.355469
	Iteration 9F: 3 clusters Score -1.000642e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -10010628.000000 Penalty: 5556.355469
	Iteration 10F: 3 clusters Score -1.001063e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 64043 members 
Entering Unmasked Estep 
Score: -10015183.000000 Penalty: 5556.355469
	Iteration 11F: 3 clusters Score -1.001518e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 68157 members 
Entering Unmasked Estep 
Score: -10019019.000000 Penalty: 5556.355469
	Iteration 12F: 3 clusters Score -1.001902e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 70759 members 
Entering Unmasked Estep 
Score: -10021568.000000 Penalty: 5556.355469
	Iteration 13Q: 3 clusters Score -1.002157e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 72097 members 
Entering Unmasked Estep 
Score: -10022746.000000 Penalty: 5556.355469
	Iteration 14Q: 3 clusters Score -1.002275e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 72639 members 
Entering Unmasked Estep 
Score: -10023231.000000 Penalty: 5556.355469
	Iteration 15Q: 3 clusters Score -1.002323e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 72846 members 
Entering Unmasked Estep 
Score: -10023427.000000 Penalty: 5556.355469
	Iteration 16Q: 3 clusters Score -1.002343e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 72936 members 
Entering Unmasked Estep 
Score: -10023528.000000 Penalty: 5556.355469
	Iteration 17Q: 3 clusters Score -1.002353e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 72973 members 
Entering Unmasked Estep 
Score: -10023583.000000 Penalty: 5556.355469
	Iteration 18Q: 3 clusters Score -1.002358e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 72996 members 
Entering Unmasked Estep 
Score: -10023614.000000 Penalty: 5556.355469
	Iteration 19Q: 3 clusters Score -1.002361e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 73005 members 
Entering Unmasked Estep 
Score: -10023623.000000 Penalty: 5556.355469
	Iteration 20F: 3 clusters Score -1.002362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 73016 members 
Entering Unmasked Estep 
Score: -10023643.000000 Penalty: 5556.355469
	Iteration 21Q: 3 clusters Score -1.002364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 73016 members 
Entering Unmasked Estep 
Score: -10023652.000000 Penalty: 5556.355469
	Iteration 22Q: 3 clusters Score -1.002365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 73020 members 
Entering Unmasked Estep 
Score: -10023658.000000 Penalty: 5556.355469
	Iteration 23Q: 3 clusters Score -1.002366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 73023 members 
Entering Unmasked Estep 
Score: -10023670.000000 Penalty: 5556.355469
	Iteration 24Q: 3 clusters Score -1.002367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 73030 members 
Entering Unmasked Estep 
Score: -10023680.000000 Penalty: 5556.355469
	Iteration 25Q: 3 clusters Score -1.002368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 73035 members 
Entering Unmasked Estep 
Score: -10023695.000000 Penalty: 5556.355469
	Iteration 26Q: 3 clusters Score -1.00237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 73040 members 
Entering Unmasked Estep 
Score: -10023696.000000 Penalty: 5556.355469
	Iteration 27Q: 3 clusters Score -1.00237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 73044 members 
Entering Unmasked Estep 
Score: -10023701.000000 Penalty: 5556.355469
	Iteration 28Q: 3 clusters Score -1.00237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 73046 members 
Entering Unmasked Estep 
Score: -10023710.000000 Penalty: 5556.355469
	Iteration 29Q: 3 clusters Score -1.002371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 73047 members 
Entering Unmasked Estep 
Score: -10023711.000000 Penalty: 5556.355469
	Iteration 30Q: 3 clusters Score -1.002371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 73046 members 
Entering Unmasked Estep 
Score: -10023714.000000 Penalty: 5556.355469
	Iteration 31Q: 3 clusters Score -1.002371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 73044 members 
Entering Unmasked Estep 
Score: -10023709.000000 Penalty: 5556.355469
	Iteration 32Q: 3 clusters Score -1.002371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 73046 members 
Entering Unmasked Estep 
Score: -10023710.000000 Penalty: 5556.355469
	Iteration 33Q: 3 clusters Score -1.002371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 73046 members 
Entering Unmasked Estep 
Score: -10023713.000000 Penalty: 5556.355469
	Iteration 34Q: 3 clusters Score -1.002371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 73047 members 
Entering Unmasked Estep 
Score: -10023718.000000 Penalty: 5556.355469
	Iteration 35Q: 3 clusters Score -1.002372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 73047 members 
Entering Unmasked Estep 
Score: -10023718.000000 Penalty: 5556.355469
	Iteration 36F: 3 clusters Score -1.002372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -853731.687500 Penalty: 2170.601074
	Iteration 0F: 2 clusters Score -853731.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -848329.000000 Penalty: 4341.202148
	Iteration 0F: 3 clusters Score -848329 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -849687.187500 Penalty: 4341.202148
	Iteration 1F: 3 clusters Score -849687.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -849913.937500 Penalty: 4341.202148
	Iteration 2F: 3 clusters Score -849913.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -850052.187500 Penalty: 4341.202148
	Iteration 3Q: 3 clusters Score -850052.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -850153.062500 Penalty: 4341.202148
	Iteration 4Q: 3 clusters Score -850153.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -850220.562500 Penalty: 4341.202148
	Iteration 5Q: 3 clusters Score -850220.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -850277.375000 Penalty: 4341.202148
	Iteration 6Q: 3 clusters Score -850277.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -850317.625000 Penalty: 4341.202148
	Iteration 7Q: 3 clusters Score -850317.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -850344.687500 Penalty: 4341.202148
	Iteration 8Q: 3 clusters Score -850344.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -850378.625000 Penalty: 4341.202148
	Iteration 9Q: 3 clusters Score -850378.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -850403.375000 Penalty: 4341.202148
	Iteration 10Q: 3 clusters Score -850403.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -850424.812500 Penalty: 4341.202148
	Iteration 11Q: 3 clusters Score -850424.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -850442.125000 Penalty: 4341.202148
	Iteration 12Q: 3 clusters Score -850442.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -850459.937500 Penalty: 4341.202148
	Iteration 13Q: 3 clusters Score -850459.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -850473.312500 Penalty: 4341.202148
	Iteration 14Q: 3 clusters Score -850473.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -850485.875000 Penalty: 4341.202148
	Iteration 15Q: 3 clusters Score -850485.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -850496.750000 Penalty: 4341.202148
	Iteration 16Q: 3 clusters Score -850496.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -850504.437500 Penalty: 4341.202148
	Iteration 17Q: 3 clusters Score -850504.4 nChanged 38
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: -850513.375000 Penalty: 4341.202148
	Iteration 18Q: 3 clusters Score -850513.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -850527.625000 Penalty: 4341.202148
	Iteration 19Q: 3 clusters Score -850527.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -850538.687500 Penalty: 4341.202148
	Iteration 20F: 3 clusters Score -850538.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -850548.812500 Penalty: 4341.202148
	Iteration 21Q: 3 clusters Score -850548.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -850564.125000 Penalty: 4341.202148
	Iteration 22Q: 3 clusters Score -850564.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -850581.312500 Penalty: 4341.202148
	Iteration 23Q: 3 clusters Score -850581.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -850604.875000 Penalty: 4341.202148
	Iteration 24Q: 3 clusters Score -850604.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -850626.312500 Penalty: 4341.202148
	Iteration 25Q: 3 clusters Score -850626.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -850646.562500 Penalty: 4341.202148
	Iteration 26Q: 3 clusters Score -850646.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -850670.187500 Penalty: 4341.202148
	Iteration 27Q: 3 clusters Score -850670.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -850689.500000 Penalty: 4341.202148
	Iteration 28Q: 3 clusters Score -850689.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -850709.187500 Penalty: 4341.202148
	Iteration 29Q: 3 clusters Score -850709.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -850728.062500 Penalty: 4341.202148
	Iteration 30Q: 3 clusters Score -850728.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -850749.125000 Penalty: 4341.202148
	Iteration 31Q: 3 clusters Score -850749.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -850779.875000 Penalty: 4341.202148
	Iteration 32Q: 3 clusters Score -850779.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -850802.500000 Penalty: 4341.202148
	Iteration 33Q: 3 clusters Score -850802.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -850829.187500 Penalty: 4341.202148
	Iteration 34Q: 3 clusters Score -850829.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -850857.875000 Penalty: 4341.202148
	Iteration 35Q: 3 clusters Score -850857.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -850897.187500 Penalty: 4341.202148
	Iteration 36Q: 3 clusters Score -850897.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -850948.250000 Penalty: 4341.202148
	Iteration 37Q: 3 clusters Score -850948.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -851006.187500 Penalty: 4341.202148
	Iteration 38Q: 3 clusters Score -851006.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -851071.812500 Penalty: 4341.202148
	Iteration 39Q: 3 clusters Score -851071.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -851146.375000 Penalty: 4341.202148
	Iteration 40F: 3 clusters Score -851146.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -851216.062500 Penalty: 4341.202148
	Iteration 41Q: 3 clusters Score -851216.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -851296.625000 Penalty: 4341.202148
	Iteration 42Q: 3 clusters Score -851296.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -851363.937500 Penalty: 4341.202148
	Iteration 43Q: 3 clusters Score -851363.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -851434.625000 Penalty: 4341.202148
	Iteration 44Q: 3 clusters Score -851434.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -851501.375000 Penalty: 4341.202148
	Iteration 45Q: 3 clusters Score -851501.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -851549.937500 Penalty: 4341.202148
	Iteration 46Q: 3 clusters Score -851549.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -851582.812500 Penalty: 4341.202148
	Iteration 47Q: 3 clusters Score -851582.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -851621.500000 Penalty: 4341.202148
	Iteration 48Q: 3 clusters Score -851621.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -851665.875000 Penalty: 4341.202148
	Iteration 49Q: 3 clusters Score -851665.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -851702.375000 Penalty: 4341.202148
	Iteration 50Q: 3 clusters Score -851702.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -851724.187500 Penalty: 4341.202148
	Iteration 51Q: 3 clusters Score -851724.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -851740.125000 Penalty: 4341.202148
	Iteration 52Q: 3 clusters Score -851740.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -851753.187500 Penalty: 4341.202148
	Iteration 53Q: 3 clusters Score -851753.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -851758.250000 Penalty: 4341.202148
	Iteration 54Q: 3 clusters Score -851758.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -851764.812500 Penalty: 4341.202148
	Iteration 55Q: 3 clusters Score -851764.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -851773.937500 Penalty: 4341.202148
	Iteration 56Q: 3 clusters Score -851773.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -851783.750000 Penalty: 4341.202148
	Iteration 57Q: 3 clusters Score -851783.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -851796.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -851800.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -851807.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -851808.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -851811.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -851817.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -851826.312500 Penalty: 4341.202148
	Iteration 64Q: 3 clusters Score -851826.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -851829.750000 Penalty: 4341.202148
	Iteration 65Q: 3 clusters Score -851829.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -851833.312500 Penalty: 4341.202148
	Iteration 66Q: 3 clusters Score -851833.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -851836.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -851837.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -851840.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -851841.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -851842.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -851846.812500 Penalty: 4341.202148
	Iteration 72Q: 3 clusters Score -851846.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -851847.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
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	Iteration 74F: 3 clusters Score -851847.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3863 members 
Mstep: Class 3 contains 161192 members 
Mstep: Class 4 contains 73919 members 
Mstep: Class 5 contains 162973 members 
Mstep: Class 6 contains 91660 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 7479 members 
Mstep: Class 9 contains 1152 members 
Mstep: Class 10 contains 158487 members 
Mstep: Class 11 contains 169778 members 
Mstep: Class 12 contains 40720 members 
Mstep: Class 14 contains 1198 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 18 contains 159741 members 
Mstep: Class 19 contains 100979 members 
Mstep: Class 20 contains 158154 members 
Mstep: Class 21 contains 73301 members 
Mstep: Class 22 contains 6326 members 
Entering Unmasked Estep 
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Iteration 79Q: 23 clusters Score -1.804164e+08 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3871 members 
Mstep: Class 3 contains 161025 members 
Mstep: Class 4 contains 74316 members 
Mstep: Class 5 contains 162929 members 
Mstep: Class 6 contains 91571 members 
Mstep: Class 7 contains 2892 members 
Mstep: Class 8 contains 7471 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 158411 members 
Mstep: Class 11 contains 169550 members 
Mstep: Class 12 contains 40130 members 
Mstep: Class 13 contains 392 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 977 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 3459 members 
Mstep: Class 18 contains 159592 members 
Mstep: Class 19 contains 100872 members 
Mstep: Class 20 contains 158294 members 
Mstep: Class 21 contains 74220 members 
Mstep: Class 22 contains 6307 members 
Entering Unmasked Estep 
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Iteration 80F: 23 clusters Score -1.804191e+08 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3872 members 
Mstep: Class 3 contains 160845 members 
Mstep: Class 4 contains 74668 members 
Mstep: Class 5 contains 162896 members 
Mstep: Class 6 contains 91460 members 
Mstep: Class 7 contains 2890 members 
Mstep: Class 8 contains 7460 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 158482 members 
Mstep: Class 11 contains 169336 members 
Mstep: Class 12 contains 39521 members 
Mstep: Class 13 contains 408 members 
Mstep: Class 14 contains 1159 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 3608 members 
Mstep: Class 18 contains 159416 members 
Mstep: Class 19 contains 100500 members 
Mstep: Class 20 contains 158402 members 
Mstep: Class 21 contains 75300 members 
Mstep: Class 22 contains 6309 members 
Entering Unmasked Estep 
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Iteration 81Q: 23 clusters Score -1.804205e+08 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3869 members 
Mstep: Class 3 contains 160682 members 
Mstep: Class 4 contains 74977 members 
Mstep: Class 5 contains 162939 members 
Mstep: Class 6 contains 91323 members 
Mstep: Class 7 contains 2888 members 
Mstep: Class 8 contains 7449 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 158589 members 
Mstep: Class 11 contains 169082 members 
Mstep: Class 12 contains 38888 members 
Mstep: Class 13 contains 406 members 
Mstep: Class 14 contains 1145 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 3642 members 
Mstep: Class 18 contains 159246 members 
Mstep: Class 19 contains 100165 members 
Mstep: Class 20 contains 158458 members 
Mstep: Class 21 contains 76471 members 
Mstep: Class 22 contains 6324 members 
Entering Unmasked Estep 
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Iteration 82Q: 23 clusters Score -1.804214e+08 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3869 members 
Mstep: Class 3 contains 160527 members 
Mstep: Class 4 contains 75283 members 
Mstep: Class 5 contains 162953 members 
Mstep: Class 6 contains 91159 members 
Mstep: Class 7 contains 2887 members 
Mstep: Class 8 contains 7438 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 158628 members 
Mstep: Class 11 contains 168868 members 
Mstep: Class 12 contains 38313 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 1136 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 3664 members 
Mstep: Class 18 contains 159051 members 
Mstep: Class 19 contains 99801 members 
Mstep: Class 20 contains 158525 members 
Mstep: Class 21 contains 77704 members 
Mstep: Class 22 contains 6334 members 
Entering Unmasked Estep 
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Iteration 83Q: 23 clusters Score -1.804216e+08 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3870 members 
Mstep: Class 3 contains 160361 members 
Mstep: Class 4 contains 75553 members 
Mstep: Class 5 contains 162965 members 
Mstep: Class 6 contains 91015 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 7421 members 
Mstep: Class 9 contains 1158 members 
Mstep: Class 10 contains 158699 members 
Mstep: Class 11 contains 168657 members 
Mstep: Class 12 contains 37752 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 1129 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 3671 members 
Mstep: Class 18 contains 158911 members 
Mstep: Class 19 contains 99409 members 
Mstep: Class 20 contains 158592 members 
Mstep: Class 21 contains 78921 members 
Mstep: Class 22 contains 6327 members 
Entering Unmasked Estep 
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Iteration 84Q: 23 clusters Score -1.804219e+08 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3869 members 
Mstep: Class 3 contains 160249 members 
Mstep: Class 4 contains 75829 members 
Mstep: Class 5 contains 162899 members 
Mstep: Class 6 contains 90874 members 
Mstep: Class 7 contains 2884 members 
Mstep: Class 8 contains 7408 members 
Mstep: Class 9 contains 1159 members 
Mstep: Class 10 contains 158720 members 
Mstep: Class 11 contains 168445 members 
Mstep: Class 12 contains 37195 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 1122 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 3672 members 
Mstep: Class 18 contains 158858 members 
Mstep: Class 19 contains 99028 members 
Mstep: Class 20 contains 158655 members 
Mstep: Class 21 contains 80099 members 
Mstep: Class 22 contains 6334 members 
Entering Unmasked Estep 
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Iteration 85Q: 23 clusters Score -1.804223e+08 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3868 members 
Mstep: Class 3 contains 160160 members 
Mstep: Class 4 contains 76066 members 
Mstep: Class 5 contains 162824 members 
Mstep: Class 6 contains 90747 members 
Mstep: Class 7 contains 2883 members 
Mstep: Class 8 contains 7386 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 158674 members 
Mstep: Class 11 contains 168250 members 
Mstep: Class 12 contains 36687 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 3679 members 
Mstep: Class 18 contains 158837 members 
Mstep: Class 19 contains 98588 members 
Mstep: Class 20 contains 158651 members 
Mstep: Class 21 contains 81371 members 
Mstep: Class 22 contains 6349 members 
Entering Unmasked Estep 
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Iteration 86Q: 23 clusters Score -1.804235e+08 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3859 members 
Mstep: Class 3 contains 160095 members 
Mstep: Class 4 contains 76294 members 
Mstep: Class 5 contains 162813 members 
Mstep: Class 6 contains 90628 members 
Mstep: Class 7 contains 2884 members 
Mstep: Class 8 contains 7358 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 158700 members 
Mstep: Class 11 contains 168026 members 
Mstep: Class 12 contains 36155 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 1122 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 3682 members 
Mstep: Class 18 contains 158834 members 
Mstep: Class 19 contains 98146 members 
Mstep: Class 20 contains 158631 members 
Mstep: Class 21 contains 82553 members 
Mstep: Class 22 contains 6360 members 
Entering Unmasked Estep 
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Iteration 87Q: 23 clusters Score -1.804237e+08 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3852 members 
Mstep: Class 3 contains 160008 members 
Mstep: Class 4 contains 76498 members 
Mstep: Class 5 contains 162752 members 
Mstep: Class 6 contains 90517 members 
Mstep: Class 7 contains 2884 members 
Mstep: Class 8 contains 7331 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 158686 members 
Mstep: Class 11 contains 167850 members 
Mstep: Class 12 contains 35675 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 1119 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 3688 members 
Mstep: Class 18 contains 158817 members 
Mstep: Class 19 contains 97706 members 
Mstep: Class 20 contains 158567 members 
Mstep: Class 21 contains 83830 members 
Mstep: Class 22 contains 6358 members 
Entering Unmasked Estep 
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Iteration 88Q: 23 clusters Score -1.804234e+08 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3842 members 
Mstep: Class 3 contains 159863 members 
Mstep: Class 4 contains 76701 members 
Mstep: Class 5 contains 162697 members 
Mstep: Class 6 contains 90386 members 
Mstep: Class 7 contains 2883 members 
Mstep: Class 8 contains 7318 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 158638 members 
Mstep: Class 11 contains 167668 members 
Mstep: Class 12 contains 35270 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 3694 members 
Mstep: Class 18 contains 158787 members 
Mstep: Class 19 contains 97250 members 
Mstep: Class 20 contains 158498 members 
Mstep: Class 21 contains 85160 members 
Mstep: Class 22 contains 6366 members 
Entering Unmasked Estep 
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Iteration 89Q: 23 clusters Score -1.804231e+08 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3837 members 
Mstep: Class 3 contains 159739 members 
Mstep: Class 4 contains 76904 members 
Mstep: Class 5 contains 162647 members 
Mstep: Class 6 contains 90265 members 
Mstep: Class 7 contains 2883 members 
Mstep: Class 8 contains 7306 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 158562 members 
Mstep: Class 11 contains 167524 members 
Mstep: Class 12 contains 34867 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 1115 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 3701 members 
Mstep: Class 18 contains 158774 members 
Mstep: Class 19 contains 96817 members 
Mstep: Class 20 contains 158311 members 
Mstep: Class 21 contains 86516 members 
Mstep: Class 22 contains 6372 members 
Entering Unmasked Estep 
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Iteration 90Q: 23 clusters Score -1.804234e+08 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3828 members 
Mstep: Class 3 contains 159626 members 
Mstep: Class 4 contains 77078 members 
Mstep: Class 5 contains 162605 members 
Mstep: Class 6 contains 90148 members 
Mstep: Class 7 contains 2883 members 
Mstep: Class 8 contains 7289 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 158552 members 
Mstep: Class 11 contains 167314 members 
Mstep: Class 12 contains 34456 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 1114 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 158725 members 
Mstep: Class 19 contains 96381 members 
Mstep: Class 20 contains 158177 members 
Mstep: Class 21 contains 87882 members 
Mstep: Class 22 contains 6373 members 
Entering Unmasked Estep 
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Score: -180423680.000000 Penalty: 77136.718750
Iteration 91Q: 23 clusters Score -1.804237e+08 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3825 members 
Mstep: Class 3 contains 159551 members 
Mstep: Class 4 contains 77244 members 
Mstep: Class 5 contains 162515 members 
Mstep: Class 6 contains 90035 members 
Mstep: Class 7 contains 2884 members 
Mstep: Class 8 contains 7278 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 158506 members 
Mstep: Class 11 contains 167070 members 
Mstep: Class 12 contains 34089 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 1110 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 158659 members 
Mstep: Class 19 contains 95927 members 
Mstep: Class 20 contains 158100 members 
Mstep: Class 21 contains 89257 members 
Mstep: Class 22 contains 6368 members 
Entering Unmasked Estep 
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Iteration 92Q: 23 clusters Score -1.804243e+08 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3827 members 
Mstep: Class 3 contains 159517 members 
Mstep: Class 4 contains 77377 members 
Mstep: Class 5 contains 162390 members 
Mstep: Class 6 contains 89917 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 7268 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 158381 members 
Mstep: Class 11 contains 166809 members 
Mstep: Class 12 contains 33759 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 1105 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 3736 members 
Mstep: Class 18 contains 158605 members 
Mstep: Class 19 contains 95476 members 
Mstep: Class 20 contains 158029 members 
Mstep: Class 21 contains 90707 members 
Mstep: Class 22 contains 6349 members 
Entering Unmasked Estep 
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Iteration 93Q: 23 clusters Score -1.80425e+08 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3825 members 
Mstep: Class 3 contains 159446 members 
Mstep: Class 4 contains 77526 members 
Mstep: Class 5 contains 162282 members 
Mstep: Class 6 contains 89799 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 7254 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 158344 members 
Mstep: Class 11 contains 166560 members 
Mstep: Class 12 contains 33452 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 3746 members 
Mstep: Class 18 contains 158522 members 
Mstep: Class 19 contains 94996 members 
Mstep: Class 20 contains 157977 members 
Mstep: Class 21 contains 92093 members 
Mstep: Class 22 contains 6333 members 
Entering Unmasked Estep 
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Iteration 94Q: 23 clusters Score -1.804257e+08 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3830 members 
Mstep: Class 3 contains 159356 members 
Mstep: Class 4 contains 77664 members 
Mstep: Class 5 contains 162232 members 
Mstep: Class 6 contains 89652 members 
Mstep: Class 7 contains 2885 members 
Mstep: Class 8 contains 7241 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 158315 members 
Mstep: Class 11 contains 166310 members 
Mstep: Class 12 contains 33149 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 1097 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 158461 members 
Mstep: Class 19 contains 94536 members 
Mstep: Class 20 contains 157871 members 
Mstep: Class 21 contains 93454 members 
Mstep: Class 22 contains 6325 members 
Entering Unmasked Estep 
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Iteration 95Q: 23 clusters Score -1.804256e+08 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3832 members 
Mstep: Class 3 contains 159241 members 
Mstep: Class 4 contains 77795 members 
Mstep: Class 5 contains 162148 members 
Mstep: Class 6 contains 89526 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 7222 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 158338 members 
Mstep: Class 11 contains 166125 members 
Mstep: Class 12 contains 32836 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 1094 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 3773 members 
Mstep: Class 18 contains 158428 members 
Mstep: Class 19 contains 94093 members 
Mstep: Class 20 contains 157662 members 
Mstep: Class 21 contains 94841 members 
Mstep: Class 22 contains 6298 members 
Entering Unmasked Estep 
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Iteration 96Q: 23 clusters Score -1.804266e+08 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3828 members 
Mstep: Class 3 contains 159145 members 
Mstep: Class 4 contains 77923 members 
Mstep: Class 5 contains 162091 members 
Mstep: Class 6 contains 89399 members 
Mstep: Class 7 contains 2887 members 
Mstep: Class 8 contains 7206 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 158349 members 
Mstep: Class 11 contains 165935 members 
Mstep: Class 12 contains 32557 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 1090 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 3787 members 
Mstep: Class 18 contains 158403 members 
Mstep: Class 19 contains 93545 members 
Mstep: Class 20 contains 157487 members 
Mstep: Class 21 contains 96216 members 
Mstep: Class 22 contains 6290 members 
Entering Unmasked Estep 
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Iteration 97Q: 23 clusters Score -1.804267e+08 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3821 members 
Mstep: Class 3 contains 159091 members 
Mstep: Class 4 contains 78071 members 
Mstep: Class 5 contains 162039 members 
Mstep: Class 6 contains 89284 members 
Mstep: Class 7 contains 2891 members 
Mstep: Class 8 contains 7185 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 158292 members 
Mstep: Class 11 contains 165768 members 
Mstep: Class 12 contains 32283 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 1083 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 3800 members 
Mstep: Class 18 contains 158425 members 
Mstep: Class 19 contains 92958 members 
Mstep: Class 20 contains 157251 members 
Mstep: Class 21 contains 97633 members 
Mstep: Class 22 contains 6262 members 
Entering Unmasked Estep 
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Iteration 98Q: 23 clusters Score -1.804272e+08 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3817 members 
Mstep: Class 3 contains 159034 members 
Mstep: Class 4 contains 78191 members 
Mstep: Class 5 contains 161907 members 
Mstep: Class 6 contains 89167 members 
Mstep: Class 7 contains 2892 members 
Mstep: Class 8 contains 7170 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 158175 members 
Mstep: Class 11 contains 165614 members 
Mstep: Class 12 contains 32026 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 1081 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 3810 members 
Mstep: Class 18 contains 158507 members 
Mstep: Class 19 contains 92404 members 
Mstep: Class 20 contains 156995 members 
Mstep: Class 21 contains 99121 members 
Mstep: Class 22 contains 6228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180427312.000000 Penalty: 77136.718750
Iteration 99Q: 23 clusters Score -1.804273e+08 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3821 members 
Mstep: Class 3 contains 158973 members 
Mstep: Class 4 contains 78322 members 
Mstep: Class 5 contains 161828 members 
Mstep: Class 6 contains 89049 members 
Mstep: Class 7 contains 2892 members 
Mstep: Class 8 contains 7157 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 158018 members 
Mstep: Class 11 contains 165482 members 
Mstep: Class 12 contains 31781 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 1081 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 3826 members 
Mstep: Class 18 contains 158599 members 
Mstep: Class 19 contains 91793 members 
Mstep: Class 20 contains 156742 members 
Mstep: Class 21 contains 100567 members 
Mstep: Class 22 contains 6209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180428304.000000 Penalty: 77136.718750
Iteration 100F: 23 clusters Score -1.804283e+08 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3823 members 
Mstep: Class 3 contains 158915 members 
Mstep: Class 4 contains 78411 members 
Mstep: Class 5 contains 161770 members 
Mstep: Class 6 contains 88911 members 
Mstep: Class 7 contains 2890 members 
Mstep: Class 8 contains 7144 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 157916 members 
Mstep: Class 11 contains 165333 members 
Mstep: Class 12 contains 31561 members 
Mstep: Class 13 contains 418 members 
Mstep: Class 14 contains 1078 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 3846 members 
Mstep: Class 18 contains 158649 members 
Mstep: Class 19 contains 91131 members 
Mstep: Class 20 contains 156513 members 
Mstep: Class 21 contains 102056 members 
Mstep: Class 22 contains 6193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180430240.000000 Penalty: 77136.718750
Iteration 101Q: 23 clusters Score -1.804302e+08 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3826 members 
Mstep: Class 3 contains 158857 members 
Mstep: Class 4 contains 78514 members 
Mstep: Class 5 contains 161687 members 
Mstep: Class 6 contains 88775 members 
Mstep: Class 7 contains 2890 members 
Mstep: Class 8 contains 7126 members 
Mstep: Class 9 contains 1159 members 
Mstep: Class 10 contains 157788 members 
Mstep: Class 11 contains 165185 members 
Mstep: Class 12 contains 31344 members 
Mstep: Class 13 contains 419 members 
Mstep: Class 14 contains 1078 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 158715 members 
Mstep: Class 19 contains 90354 members 
Mstep: Class 20 contains 156434 members 
Mstep: Class 21 contains 103517 members 
Mstep: Class 22 contains 6179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180430624.000000 Penalty: 77136.718750
Iteration 102Q: 23 clusters Score -1.804306e+08 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3828 members 
Mstep: Class 3 contains 158813 members 
Mstep: Class 4 contains 78604 members 
Mstep: Class 5 contains 161628 members 
Mstep: Class 6 contains 88637 members 
Mstep: Class 7 contains 2890 members 
Mstep: Class 8 contains 7111 members 
Mstep: Class 9 contains 1159 members 
Mstep: Class 10 contains 157590 members 
Mstep: Class 11 contains 165009 members 
Mstep: Class 12 contains 31134 members 
Mstep: Class 13 contains 418 members 
Mstep: Class 14 contains 1076 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 3890 members 
Mstep: Class 18 contains 158744 members 
Mstep: Class 19 contains 89598 members 
Mstep: Class 20 contains 156357 members 
Mstep: Class 21 contains 105070 members 
Mstep: Class 22 contains 6165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180431392.000000 Penalty: 77136.718750
Iteration 103Q: 23 clusters Score -1.804314e+08 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3827 members 
Mstep: Class 3 contains 158780 members 
Mstep: Class 4 contains 78701 members 
Mstep: Class 5 contains 161570 members 
Mstep: Class 6 contains 88495 members 
Mstep: Class 7 contains 2890 members 
Mstep: Class 8 contains 7087 members 
Mstep: Class 9 contains 1159 members 
Mstep: Class 10 contains 157390 members 
Mstep: Class 11 contains 164806 members 
Mstep: Class 12 contains 30926 members 
Mstep: Class 13 contains 417 members 
Mstep: Class 14 contains 1079 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 3913 members 
Mstep: Class 18 contains 158758 members 
Mstep: Class 19 contains 88822 members 
Mstep: Class 20 contains 156298 members 
Mstep: Class 21 contains 106655 members 
Mstep: Class 22 contains 6149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180431536.000000 Penalty: 77136.718750
Iteration 104Q: 23 clusters Score -1.804315e+08 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3824 members 
Mstep: Class 3 contains 158730 members 
Mstep: Class 4 contains 78784 members 
Mstep: Class 5 contains 161533 members 
Mstep: Class 6 contains 88331 members 
Mstep: Class 7 contains 2890 members 
Mstep: Class 8 contains 7072 members 
Mstep: Class 9 contains 1159 members 
Mstep: Class 10 contains 157238 members 
Mstep: Class 11 contains 164631 members 
Mstep: Class 12 contains 30723 members 
Mstep: Class 13 contains 416 members 
Mstep: Class 14 contains 1075 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 3940 members 
Mstep: Class 18 contains 158772 members 
Mstep: Class 19 contains 87971 members 
Mstep: Class 20 contains 156259 members 
Mstep: Class 21 contains 108244 members 
Mstep: Class 22 contains 6130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180431888.000000 Penalty: 77136.718750
Iteration 105Q: 23 clusters Score -1.804319e+08 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3823 members 
Mstep: Class 3 contains 158668 members 
Mstep: Class 4 contains 78838 members 
Mstep: Class 5 contains 161494 members 
Mstep: Class 6 contains 88192 members 
Mstep: Class 7 contains 2891 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 1158 members 
Mstep: Class 10 contains 157057 members 
Mstep: Class 11 contains 164440 members 
Mstep: Class 12 contains 30554 members 
Mstep: Class 13 contains 416 members 
Mstep: Class 14 contains 1075 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 158718 members 
Mstep: Class 19 contains 87121 members 
Mstep: Class 20 contains 156353 members 
Mstep: Class 21 contains 109793 members 
Mstep: Class 22 contains 6111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180431856.000000 Penalty: 77136.718750
Iteration 106Q: 23 clusters Score -1.804319e+08 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3813 members 
Mstep: Class 3 contains 158587 members 
Mstep: Class 4 contains 78905 members 
Mstep: Class 5 contains 161472 members 
Mstep: Class 6 contains 88070 members 
Mstep: Class 7 contains 2892 members 
Mstep: Class 8 contains 7036 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 156881 members 
Mstep: Class 11 contains 164273 members 
Mstep: Class 12 contains 30370 members 
Mstep: Class 13 contains 416 members 
Mstep: Class 14 contains 1074 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 4014 members 
Mstep: Class 18 contains 158691 members 
Mstep: Class 19 contains 86206 members 
Mstep: Class 20 contains 156483 members 
Mstep: Class 21 contains 111289 members 
Mstep: Class 22 contains 6095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180432144.000000 Penalty: 77136.718750
Iteration 107Q: 23 clusters Score -1.804321e+08 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3807 members 
Mstep: Class 3 contains 158461 members 
Mstep: Class 4 contains 78958 members 
Mstep: Class 5 contains 161427 members 
Mstep: Class 6 contains 87933 members 
Mstep: Class 7 contains 2891 members 
Mstep: Class 8 contains 7025 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 156720 members 
Mstep: Class 11 contains 164180 members 
Mstep: Class 12 contains 30210 members 
Mstep: Class 13 contains 416 members 
Mstep: Class 14 contains 1066 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 4056 members 
Mstep: Class 18 contains 158622 members 
Mstep: Class 19 contains 85261 members 
Mstep: Class 20 contains 156621 members 
Mstep: Class 21 contains 112844 members 
Mstep: Class 22 contains 6073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180432496.000000 Penalty: 77136.718750
Iteration 108Q: 23 clusters Score -1.804325e+08 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3800 members 
Mstep: Class 3 contains 158298 members 
Mstep: Class 4 contains 79004 members 
Mstep: Class 5 contains 161410 members 
Mstep: Class 6 contains 87819 members 
Mstep: Class 7 contains 2891 members 
Mstep: Class 8 contains 7016 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 156599 members 
Mstep: Class 11 contains 164062 members 
Mstep: Class 12 contains 30047 members 
Mstep: Class 13 contains 416 members 
Mstep: Class 14 contains 1059 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 4105 members 
Mstep: Class 18 contains 158537 members 
Mstep: Class 19 contains 84342 members 
Mstep: Class 20 contains 156807 members 
Mstep: Class 21 contains 114311 members 
Mstep: Class 22 contains 6043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180432384.000000 Penalty: 77136.718750
Iteration 109Q: 23 clusters Score -1.804324e+08 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3796 members 
Mstep: Class 3 contains 158099 members 
Mstep: Class 4 contains 79056 members 
Mstep: Class 5 contains 161319 members 
Mstep: Class 6 contains 87708 members 
Mstep: Class 7 contains 2891 members 
Mstep: Class 8 contains 7001 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 156513 members 
Mstep: Class 11 contains 163922 members 
Mstep: Class 12 contains 29865 members 
Mstep: Class 13 contains 416 members 
Mstep: Class 14 contains 1054 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 4154 members 
Mstep: Class 18 contains 158464 members 
Mstep: Class 19 contains 83407 members 
Mstep: Class 20 contains 157056 members 
Mstep: Class 21 contains 115804 members 
Mstep: Class 22 contains 6038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180432880.000000 Penalty: 77136.718750
Iteration 110Q: 23 clusters Score -1.804329e+08 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3790 members 
Mstep: Class 3 contains 157948 members 
Mstep: Class 4 contains 79101 members 
Mstep: Class 5 contains 161278 members 
Mstep: Class 6 contains 87619 members 
Mstep: Class 7 contains 2890 members 
Mstep: Class 8 contains 6983 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 156420 members 
Mstep: Class 11 contains 163783 members 
Mstep: Class 12 contains 29695 members 
Mstep: Class 13 contains 416 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 4221 members 
Mstep: Class 18 contains 158395 members 
Mstep: Class 19 contains 82447 members 
Mstep: Class 20 contains 157321 members 
Mstep: Class 21 contains 117180 members 
Mstep: Class 22 contains 6023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180433616.000000 Penalty: 77136.718750
Iteration 111Q: 23 clusters Score -1.804336e+08 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3786 members 
Mstep: Class 3 contains 157757 members 
Mstep: Class 4 contains 79115 members 
Mstep: Class 5 contains 161279 members 
Mstep: Class 6 contains 87526 members 
Mstep: Class 7 contains 2891 members 
Mstep: Class 8 contains 6966 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 156346 members 
Mstep: Class 11 contains 163695 members 
Mstep: Class 12 contains 29528 members 
Mstep: Class 13 contains 416 members 
Mstep: Class 14 contains 1048 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 4283 members 
Mstep: Class 18 contains 158312 members 
Mstep: Class 19 contains 81462 members 
Mstep: Class 20 contains 157572 members 
Mstep: Class 21 contains 118583 members 
Mstep: Class 22 contains 6000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180434160.000000 Penalty: 77136.718750
Iteration 112Q: 23 clusters Score -1.804342e+08 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3785 members 
Mstep: Class 3 contains 157635 members 
Mstep: Class 4 contains 79116 members 
Mstep: Class 5 contains 161282 members 
Mstep: Class 6 contains 87411 members 
Mstep: Class 7 contains 2891 members 
Mstep: Class 8 contains 6951 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 156310 members 
Mstep: Class 11 contains 163629 members 
Mstep: Class 12 contains 29382 members 
Mstep: Class 13 contains 416 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 4353 members 
Mstep: Class 18 contains 158260 members 
Mstep: Class 19 contains 80402 members 
Mstep: Class 20 contains 157840 members 
Mstep: Class 21 contains 119877 members 
Mstep: Class 22 contains 5979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180434176.000000 Penalty: 77136.718750
Iteration 113Q: 23 clusters Score -1.804342e+08 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3792 members 
Mstep: Class 3 contains 157580 members 
Mstep: Class 4 contains 79132 members 
Mstep: Class 5 contains 161255 members 
Mstep: Class 6 contains 87313 members 
Mstep: Class 7 contains 2891 members 
Mstep: Class 8 contains 6932 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 156293 members 
Mstep: Class 11 contains 163554 members 
Mstep: Class 12 contains 29233 members 
Mstep: Class 13 contains 416 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 4420 members 
Mstep: Class 18 contains 158207 members 
Mstep: Class 19 contains 79307 members 
Mstep: Class 20 contains 158073 members 
Mstep: Class 21 contains 121175 members 
Mstep: Class 22 contains 5952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180434240.000000 Penalty: 77136.718750
Iteration 114Q: 23 clusters Score -1.804342e+08 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3801 members 
Mstep: Class 3 contains 157469 members 
Mstep: Class 4 contains 79138 members 
Mstep: Class 5 contains 161229 members 
Mstep: Class 6 contains 87211 members 
Mstep: Class 7 contains 2890 members 
Mstep: Class 8 contains 6922 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 156266 members 
Mstep: Class 11 contains 163445 members 
Mstep: Class 12 contains 29092 members 
Mstep: Class 13 contains 416 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 4487 members 
Mstep: Class 18 contains 158144 members 
Mstep: Class 19 contains 78206 members 
Mstep: Class 20 contains 158343 members 
Mstep: Class 21 contains 122536 members 
Mstep: Class 22 contains 5926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180434096.000000 Penalty: 77136.718750
Iteration 115Q: 23 clusters Score -1.804341e+08 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3802 members 
Mstep: Class 3 contains 157351 members 
Mstep: Class 4 contains 79155 members 
Mstep: Class 5 contains 161231 members 
Mstep: Class 6 contains 87117 members 
Mstep: Class 7 contains 2889 members 
Mstep: Class 8 contains 6914 members 
Mstep: Class 9 contains 1156 members 
Mstep: Class 10 contains 156282 members 
Mstep: Class 11 contains 163370 members 
Mstep: Class 12 contains 28952 members 
Mstep: Class 13 contains 416 members 
Mstep: Class 14 contains 1040 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 4543 members 
Mstep: Class 18 contains 158098 members 
Mstep: Class 19 contains 77103 members 
Mstep: Class 20 contains 158511 members 
Mstep: Class 21 contains 123887 members 
Mstep: Class 22 contains 5905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180434864.000000 Penalty: 77136.718750
Iteration 116Q: 23 clusters Score -1.804349e+08 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3801 members 
Mstep: Class 3 contains 157291 members 
Mstep: Class 4 contains 79172 members 
Mstep: Class 5 contains 161219 members 
Mstep: Class 6 contains 87009 members 
Mstep: Class 7 contains 2890 members 
Mstep: Class 8 contains 6905 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 156281 members 
Mstep: Class 11 contains 163295 members 
Mstep: Class 12 contains 28820 members 
Mstep: Class 13 contains 416 members 
Mstep: Class 14 contains 1039 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 158105 members 
Mstep: Class 19 contains 76020 members 
Mstep: Class 20 contains 158641 members 
Mstep: Class 21 contains 125186 members 
Mstep: Class 22 contains 5876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435728.000000 Penalty: 77136.718750
Iteration 117Q: 23 clusters Score -1.804357e+08 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3804 members 
Mstep: Class 3 contains 157241 members 
Mstep: Class 4 contains 79181 members 
Mstep: Class 5 contains 161180 members 
Mstep: Class 6 contains 86886 members 
Mstep: Class 7 contains 2892 members 
Mstep: Class 8 contains 6897 members 
Mstep: Class 9 contains 1155 members 
Mstep: Class 10 contains 156276 members 
Mstep: Class 11 contains 163217 members 
Mstep: Class 12 contains 28702 members 
Mstep: Class 13 contains 416 members 
Mstep: Class 14 contains 1037 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 4660 members 
Mstep: Class 18 contains 158107 members 
Mstep: Class 19 contains 74968 members 
Mstep: Class 20 contains 158754 members 
Mstep: Class 21 contains 126495 members 
Mstep: Class 22 contains 5852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435488.000000 Penalty: 77136.718750
Iteration 118Q: 23 clusters Score -1.804355e+08 nChanged 5165
Entering ConstructFrom: 
Score: -180435488.000000 Penalty: 77136.718750
Entering ConstructFrom: 
Trying to split cluster 1 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -139609.203125 Penalty: 1731.519775
	Iteration 0F: 2 clusters Score -139609.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -137606.937500 Penalty: 3463.039551
	Iteration 0F: 3 clusters Score -137606.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -137857.015625 Penalty: 3463.039551
	Iteration 1F: 3 clusters Score -137857 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -137932.234375 Penalty: 3463.039551
	Iteration 2F: 3 clusters Score -137932.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -137969.890625 Penalty: 3463.039551
	Iteration 3Q: 3 clusters Score -137969.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -137987.531250 Penalty: 3463.039551
	Iteration 4Q: 3 clusters Score -137987.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -137998.875000 Penalty: 3463.039551
	Iteration 5Q: 3 clusters Score -137998.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -138012.109375 Penalty: 3463.039551
	Iteration 6Q: 3 clusters Score -138012.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -138027.000000 Penalty: 3463.039551
	Iteration 7Q: 3 clusters Score -138027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -138040.468750 Penalty: 3463.039551
	Iteration 8Q: 3 clusters Score -138040.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -138053.765625 Penalty: 3463.039551
	Iteration 9Q: 3 clusters Score -138053.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -138058.343750 Penalty: 3463.039551
	Iteration 10Q: 3 clusters Score -138058.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -138063.390625 Penalty: 3463.039551
	Iteration 11Q: 3 clusters Score -138063.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -138070.015625 Penalty: 3463.039551
	Iteration 12Q: 3 clusters Score -138070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -138074.781250 Penalty: 3463.039551
	Iteration 13Q: 3 clusters Score -138074.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -138075.750000 Penalty: 3463.039551
	Iteration 14Q: 3 clusters Score -138075.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -138076.640625 Penalty: 3463.039551
	Iteration 15Q: 3 clusters Score -138076.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -138080.859375 Penalty: 3463.039551
	Iteration 16Q: 3 clusters Score -138080.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -138084.328125 Penalty: 3463.039551
	Iteration 17Q: 3 clusters Score -138084.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -138084.750000 Penalty: 3463.039551
	Iteration 18Q: 3 clusters Score -138084.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -138085.203125 Penalty: 3463.039551
	Iteration 19Q: 3 clusters Score -138085.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -138086.234375 Penalty: 3463.039551
	Iteration 20F: 3 clusters Score -138086.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -138088.328125 Penalty: 3463.039551
	Iteration 21Q: 3 clusters Score -138088.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -138090.968750 Penalty: 3463.039551
	Iteration 22Q: 3 clusters Score -138091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -138092.984375 Penalty: 3463.039551
	Iteration 23Q: 3 clusters Score -138093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -138092.984375 Penalty: 3463.039551
	Iteration 24F: 3 clusters Score -138093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Entering Unmasked Estep 
Score: -502375.312500 Penalty: 2044.725220
	Iteration 0F: 2 clusters Score -502375.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -498566.906250 Penalty: 4089.450439
	Iteration 0F: 3 clusters Score -498566.9 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -499416.312500 Penalty: 4089.450439
	Iteration 1F: 3 clusters Score -499416.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -499637.250000 Penalty: 4089.450439
	Iteration 2F: 3 clusters Score -499637.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -499784.687500 Penalty: 4089.450439
	Iteration 3F: 3 clusters Score -499784.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -499919.593750 Penalty: 4089.450439
	Iteration 4Q: 3 clusters Score -499919.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -500038.375000 Penalty: 4089.450439
	Iteration 5Q: 3 clusters Score -500038.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -500124.343750 Penalty: 4089.450439
	Iteration 6Q: 3 clusters Score -500124.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -500197.281250 Penalty: 4089.450439
	Iteration 7Q: 3 clusters Score -500197.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -500271.812500 Penalty: 4089.450439
	Iteration 8Q: 3 clusters Score -500271.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -500324.937500 Penalty: 4089.450439
	Iteration 9Q: 3 clusters Score -500324.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -500367.093750 Penalty: 4089.450439
	Iteration 10Q: 3 clusters Score -500367.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -500405.437500 Penalty: 4089.450439
	Iteration 11Q: 3 clusters Score -500405.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -500449.125000 Penalty: 4089.450439
	Iteration 12Q: 3 clusters Score -500449.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -500493.125000 Penalty: 4089.450439
	Iteration 13Q: 3 clusters Score -500493.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -500532.875000 Penalty: 4089.450439
	Iteration 14Q: 3 clusters Score -500532.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -500571.531250 Penalty: 4089.450439
	Iteration 15Q: 3 clusters Score -500571.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -500598.031250 Penalty: 4089.450439
	Iteration 16Q: 3 clusters Score -500598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -500624.812500 Penalty: 4089.450439
	Iteration 17Q: 3 clusters Score -500624.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -500643.968750 Penalty: 4089.450439
	Iteration 18Q: 3 clusters Score -500644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -500663.718750 Penalty: 4089.450439
	Iteration 19Q: 3 clusters Score -500663.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -500676.906250 Penalty: 4089.450439
	Iteration 20F: 3 clusters Score -500676.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -500690.906250 Penalty: 4089.450439
	Iteration 21Q: 3 clusters Score -500690.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -500703.062500 Penalty: 4089.450439
	Iteration 22Q: 3 clusters Score -500703.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -500717.656250 Penalty: 4089.450439
	Iteration 23Q: 3 clusters Score -500717.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -500728.843750 Penalty: 4089.450439
	Iteration 24Q: 3 clusters Score -500728.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -500739.656250 Penalty: 4089.450439
	Iteration 25Q: 3 clusters Score -500739.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -500745.281250 Penalty: 4089.450439
	Iteration 26Q: 3 clusters Score -500745.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -500752.718750 Penalty: 4089.450439
	Iteration 27Q: 3 clusters Score -500752.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -500757.656250 Penalty: 4089.450439
	Iteration 28Q: 3 clusters Score -500757.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -500765.937500 Penalty: 4089.450439
	Iteration 29Q: 3 clusters Score -500765.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -500775.906250 Penalty: 4089.450439
	Iteration 30Q: 3 clusters Score -500775.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -500786.437500 Penalty: 4089.450439
	Iteration 31Q: 3 clusters Score -500786.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -500794.750000 Penalty: 4089.450439
	Iteration 32Q: 3 clusters Score -500794.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -500801.843750 Penalty: 4089.450439
	Iteration 33Q: 3 clusters Score -500801.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -500806.937500 Penalty: 4089.450439
	Iteration 34Q: 3 clusters Score -500806.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -500812.187500 Penalty: 4089.450439
	Iteration 35Q: 3 clusters Score -500812.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -500818.937500 Penalty: 4089.450439
	Iteration 36Q: 3 clusters Score -500818.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -500824.187500 Penalty: 4089.450439
	Iteration 37Q: 3 clusters Score -500824.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -500828.062500 Penalty: 4089.450439
	Iteration 38Q: 3 clusters Score -500828.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -500833.718750 Penalty: 4089.450439
	Iteration 39Q: 3 clusters Score -500833.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -500837.687500 Penalty: 4089.450439
	Iteration 40F: 3 clusters Score -500837.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -500842.125000 Penalty: 4089.450439
	Iteration 41Q: 3 clusters Score -500842.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -500846.250000 Penalty: 4089.450439
	Iteration 42Q: 3 clusters Score -500846.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -500849.031250 Penalty: 4089.450439
	Iteration 43Q: 3 clusters Score -500849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -500850.000000 Penalty: 4089.450439
	Iteration 44Q: 3 clusters Score -500850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -500850.406250 Penalty: 4089.450439
	Iteration 45Q: 3 clusters Score -500850.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -500851.937500 Penalty: 4089.450439
	Iteration 46Q: 3 clusters Score -500851.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -500853.218750 Penalty: 4089.450439
	Iteration 47Q: 3 clusters Score -500853.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -500853.562500 Penalty: 4089.450439
	Iteration 48Q: 3 clusters Score -500853.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -500855.531250 Penalty: 4089.450439
	Iteration 49Q: 3 clusters Score -500855.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -500857.218750 Penalty: 4089.450439
	Iteration 50Q: 3 clusters Score -500857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -500858.500000 Penalty: 4089.450439
	Iteration 51Q: 3 clusters Score -500858.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -500858.750000 Penalty: 4089.450439
	Iteration 52Q: 3 clusters Score -500858.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -500858.750000 Penalty: 4089.450439
	Iteration 53F: 3 clusters Score -500858.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (157240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157240 members 
Entering Unmasked Estep 
Score: -20859218.000000 Penalty: 2967.451172
	Iteration 0F: 2 clusters Score -2.085922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78283 members 
Mstep: Class 2 contains 78957 members 
Entering Unmasked Estep 
Score: -20755268.000000 Penalty: 5934.902344
	Iteration 0F: 3 clusters Score -2.075527e+07 nChanged 75200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72253 members 
Mstep: Class 2 contains 84987 members 
Entering Unmasked Estep 
Score: -20799196.000000 Penalty: 5934.902344
	Iteration 1F: 3 clusters Score -2.07992e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68434 members 
Mstep: Class 2 contains 88806 members 
Entering Unmasked Estep 
Score: -20801058.000000 Penalty: 5934.902344
	Iteration 2Q: 3 clusters Score -2.080106e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62833 members 
Mstep: Class 2 contains 94407 members 
Entering Unmasked Estep 
Score: -20804138.000000 Penalty: 5934.902344
	Iteration 3Q: 3 clusters Score -2.080414e+07 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 102212 members 
Entering Unmasked Estep 
Score: -20809062.000000 Penalty: 5934.902344
	Iteration 4F: 3 clusters Score -2.080906e+07 nChanged 10854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 112436 members 
Entering Unmasked Estep 
Score: -20816398.000000 Penalty: 5934.902344
	Iteration 5F: 3 clusters Score -2.08164e+07 nChanged 12021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 124111 members 
Entering Unmasked Estep 
Score: -20826286.000000 Penalty: 5934.902344
	Iteration 6F: 3 clusters Score -2.082629e+07 nChanged 11734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 135703 members 
Entering Unmasked Estep 
Score: -20836988.000000 Penalty: 5934.902344
	Iteration 7F: 3 clusters Score -2.083699e+07 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 145165 members 
Entering Unmasked Estep 
Score: -20846254.000000 Penalty: 5934.902344
	Iteration 8F: 3 clusters Score -2.084625e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 151460 members 
Entering Unmasked Estep 
Score: -20852022.000000 Penalty: 5934.902344
	Iteration 9Q: 3 clusters Score -2.085202e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 154771 members 
Entering Unmasked Estep 
Score: -20854818.000000 Penalty: 5934.902344
	Iteration 10Q: 3 clusters Score -2.085482e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 156174 members 
Entering Unmasked Estep 
Score: -20855964.000000 Penalty: 5934.902344
	Iteration 11Q: 3 clusters Score -2.085596e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 156673 members 
Entering Unmasked Estep 
Score: -20856240.000000 Penalty: 5934.902344
	Iteration 12Q: 3 clusters Score -2.085624e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 156838 members 
Entering Unmasked Estep 
Score: -20856374.000000 Penalty: 5934.902344
	Iteration 13Q: 3 clusters Score -2.085637e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 156919 members 
Entering Unmasked Estep 
Score: -20856484.000000 Penalty: 5934.902344
	Iteration 14Q: 3 clusters Score -2.085648e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 156959 members 
Entering Unmasked Estep 
Score: -20856560.000000 Penalty: 5934.902344
	Iteration 15Q: 3 clusters Score -2.085656e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 156974 members 
Entering Unmasked Estep 
Score: -20856582.000000 Penalty: 5934.902344
	Iteration 16Q: 3 clusters Score -2.085658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 156980 members 
Entering Unmasked Estep 
Score: -20856600.000000 Penalty: 5934.902344
	Iteration 17Q: 3 clusters Score -2.08566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 156985 members 
Entering Unmasked Estep 
Score: -20856612.000000 Penalty: 5934.902344
	Iteration 18Q: 3 clusters Score -2.085661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 156990 members 
Entering Unmasked Estep 
Score: -20856598.000000 Penalty: 5934.902344
	Iteration 19Q: 3 clusters Score -2.08566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 156992 members 
Entering Unmasked Estep 
Score: -20856620.000000 Penalty: 5934.902344
	Iteration 20F: 3 clusters Score -2.085662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 156992 members 
Entering Unmasked Estep 
Score: -20856620.000000 Penalty: 5934.902344
	Iteration 21Q: 3 clusters Score -2.085662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 156994 members 
Entering Unmasked Estep 
Score: -20856624.000000 Penalty: 5934.902344
	Iteration 22Q: 3 clusters Score -2.085662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 156994 members 
Entering Unmasked Estep 
Score: -20856634.000000 Penalty: 5934.902344
	Iteration 23Q: 3 clusters Score -2.085663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 156996 members 
Entering Unmasked Estep 
Score: -20856632.000000 Penalty: 5934.902344
	Iteration 24Q: 3 clusters Score -2.085663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 156996 members 
Entering Unmasked Estep 
Score: -20856632.000000 Penalty: 5934.902344
	Iteration 25F: 3 clusters Score -2.085663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (79161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79161 members 
Entering Unmasked Estep 
Score: -10656531.000000 Penalty: 2797.251221
	Iteration 0F: 2 clusters Score -1.065653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -10603504.000000 Penalty: 5594.502441
	Iteration 0F: 3 clusters Score -1.06035e+07 nChanged 37105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -10624152.000000 Penalty: 5594.502441
	Iteration 1F: 3 clusters Score -1.062415e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -10624747.000000 Penalty: 5594.502441
	Iteration 2Q: 3 clusters Score -1.062475e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -10625442.000000 Penalty: 5594.502441
	Iteration 3Q: 3 clusters Score -1.062544e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -10626472.000000 Penalty: 5594.502441
	Iteration 4Q: 3 clusters Score -1.062647e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 48166 members 
Entering Unmasked Estep 
Score: -10628071.000000 Penalty: 5594.502441
	Iteration 5Q: 3 clusters Score -1.062807e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -10630843.000000 Penalty: 5594.502441
	Iteration 6F: 3 clusters Score -1.063084e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 57655 members 
Entering Unmasked Estep 
Score: -10634958.000000 Penalty: 5594.502441
	Iteration 7F: 3 clusters Score -1.063496e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 63599 members 
Entering Unmasked Estep 
Score: -10640455.000000 Penalty: 5594.502441
	Iteration 8F: 3 clusters Score -1.064046e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 69166 members 
Entering Unmasked Estep 
Score: -10645904.000000 Penalty: 5594.502441
	Iteration 9F: 3 clusters Score -1.06459e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 73361 members 
Entering Unmasked Estep 
Score: -10649931.000000 Penalty: 5594.502441
	Iteration 10F: 3 clusters Score -1.064993e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 75846 members 
Entering Unmasked Estep 
Score: -10652232.000000 Penalty: 5594.502441
	Iteration 11Q: 3 clusters Score -1.065223e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 77088 members 
Entering Unmasked Estep 
Score: -10653272.000000 Penalty: 5594.502441
	Iteration 12Q: 3 clusters Score -1.065327e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 77668 members 
Entering Unmasked Estep 
Score: -10653751.000000 Penalty: 5594.502441
	Iteration 13Q: 3 clusters Score -1.065375e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 77926 members 
Entering Unmasked Estep 
Score: -10654039.000000 Penalty: 5594.502441
	Iteration 14Q: 3 clusters Score -1.065404e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 78061 members 
Entering Unmasked Estep 
Score: -10654210.000000 Penalty: 5594.502441
	Iteration 15Q: 3 clusters Score -1.065421e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 78129 members 
Entering Unmasked Estep 
Score: -10654289.000000 Penalty: 5594.502441
	Iteration 16Q: 3 clusters Score -1.065429e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 78162 members 
Entering Unmasked Estep 
Score: -10654364.000000 Penalty: 5594.502441
	Iteration 17Q: 3 clusters Score -1.065436e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 78174 members 
Entering Unmasked Estep 
Score: -10654415.000000 Penalty: 5594.502441
	Iteration 18Q: 3 clusters Score -1.065442e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 78175 members 
Entering Unmasked Estep 
Score: -10654434.000000 Penalty: 5594.502441
	Iteration 19Q: 3 clusters Score -1.065443e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 78168 members 
Entering Unmasked Estep 
Score: -10654468.000000 Penalty: 5594.502441
	Iteration 20F: 3 clusters Score -1.065447e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 78159 members 
Entering Unmasked Estep 
Score: -10654465.000000 Penalty: 5594.502441
	Iteration 21Q: 3 clusters Score -1.065446e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -10654481.000000 Penalty: 5594.502441
	Iteration 22Q: 3 clusters Score -1.065448e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 78147 members 
Entering Unmasked Estep 
Score: -10654483.000000 Penalty: 5594.502441
	Iteration 23Q: 3 clusters Score -1.065448e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 78144 members 
Entering Unmasked Estep 
Score: -10654499.000000 Penalty: 5594.502441
	Iteration 24Q: 3 clusters Score -1.06545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 78146 members 
Entering Unmasked Estep 
Score: -10654493.000000 Penalty: 5594.502441
	Iteration 25Q: 3 clusters Score -1.065449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 78141 members 
Entering Unmasked Estep 
Score: -10654502.000000 Penalty: 5594.502441
	Iteration 26Q: 3 clusters Score -1.06545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 78143 members 
Entering Unmasked Estep 
Score: -10654502.000000 Penalty: 5594.502441
	Iteration 27Q: 3 clusters Score -1.06545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 78141 members 
Entering Unmasked Estep 
Score: -10654514.000000 Penalty: 5594.502441
	Iteration 28Q: 3 clusters Score -1.065451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 78137 members 
Entering Unmasked Estep 
Score: -10654521.000000 Penalty: 5594.502441
	Iteration 29Q: 3 clusters Score -1.065452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 78133 members 
Entering Unmasked Estep 
Score: -10654521.000000 Penalty: 5594.502441
	Iteration 30Q: 3 clusters Score -1.065452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 78130 members 
Entering Unmasked Estep 
Score: -10654519.000000 Penalty: 5594.502441
	Iteration 31Q: 3 clusters Score -1.065452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 78129 members 
Entering Unmasked Estep 
Score: -10654521.000000 Penalty: 5594.502441
	Iteration 32Q: 3 clusters Score -1.065452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 78130 members 
Entering Unmasked Estep 
Score: -10654521.000000 Penalty: 5594.502441
	Iteration 33Q: 3 clusters Score -1.065452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 78129 members 
Entering Unmasked Estep 
Score: -10654519.000000 Penalty: 5594.502441
	Iteration 34Q: 3 clusters Score -1.065452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 78126 members 
Entering Unmasked Estep 
Score: -10654520.000000 Penalty: 5594.502441
	Iteration 35Q: 3 clusters Score -1.065452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 78117 members 
Entering Unmasked Estep 
Score: -10654530.000000 Penalty: 5594.502441
	Iteration 36Q: 3 clusters Score -1.065453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 78115 members 
Entering Unmasked Estep 
Score: -10654524.000000 Penalty: 5594.502441
	Iteration 37Q: 3 clusters Score -1.065452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 78112 members 
Entering Unmasked Estep 
Score: -10654530.000000 Penalty: 5594.502441
	Iteration 38Q: 3 clusters Score -1.065453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 78113 members 
Entering Unmasked Estep 
Score: -10654532.000000 Penalty: 5594.502441
	Iteration 39Q: 3 clusters Score -1.065453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 78113 members 
Entering Unmasked Estep 
Score: -10654532.000000 Penalty: 5594.502441
	Iteration 40F: 3 clusters Score -1.065453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (161174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161174 members 
Entering Unmasked Estep 
Score: -21333146.000000 Penalty: 2973.579590
	Iteration 0F: 2 clusters Score -2.133315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80358 members 
Mstep: Class 2 contains 80816 members 
Entering Unmasked Estep 
Score: -21227778.000000 Penalty: 5947.159180
	Iteration 0F: 3 clusters Score -2.122778e+07 nChanged 77218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77394 members 
Mstep: Class 2 contains 83780 members 
Entering Unmasked Estep 
Score: -21272570.000000 Penalty: 5947.159180
	Iteration 1F: 3 clusters Score -2.127257e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75287 members 
Mstep: Class 2 contains 85887 members 
Entering Unmasked Estep 
Score: -21273710.000000 Penalty: 5947.159180
	Iteration 2Q: 3 clusters Score -2.127371e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71926 members 
Mstep: Class 2 contains 89248 members 
Entering Unmasked Estep 
Score: -21275208.000000 Penalty: 5947.159180
	Iteration 3Q: 3 clusters Score -2.127521e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66755 members 
Mstep: Class 2 contains 94419 members 
Entering Unmasked Estep 
Score: -21277822.000000 Penalty: 5947.159180
	Iteration 4Q: 3 clusters Score -2.127782e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 101756 members 
Entering Unmasked Estep 
Score: -21281826.000000 Penalty: 5947.159180
	Iteration 5F: 3 clusters Score -2.128183e+07 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 111620 members 
Entering Unmasked Estep 
Score: -21288638.000000 Penalty: 5947.159180
	Iteration 6F: 3 clusters Score -2.128864e+07 nChanged 12097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 123447 members 
Entering Unmasked Estep 
Score: -21298304.000000 Penalty: 5947.159180
	Iteration 7F: 3 clusters Score -2.12983e+07 nChanged 11992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 135301 members 
Entering Unmasked Estep 
Score: -21308860.000000 Penalty: 5947.159180
	Iteration 8F: 3 clusters Score -2.130886e+07 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 145238 members 
Entering Unmasked Estep 
Score: -21318588.000000 Penalty: 5947.159180
	Iteration 9F: 3 clusters Score -2.131859e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 152225 members 
Entering Unmasked Estep 
Score: -21325288.000000 Penalty: 5947.159180
	Iteration 10Q: 3 clusters Score -2.132529e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 156598 members 
Entering Unmasked Estep 
Score: -21328646.000000 Penalty: 5947.159180
	Iteration 11Q: 3 clusters Score -2.132865e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 158953 members 
Entering Unmasked Estep 
Score: -21329956.000000 Penalty: 5947.159180
	Iteration 12Q: 3 clusters Score -2.132996e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 160015 members 
Entering Unmasked Estep 
Score: -21330388.000000 Penalty: 5947.159180
	Iteration 13Q: 3 clusters Score -2.133039e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 160466 members 
Entering Unmasked Estep 
Score: -21330522.000000 Penalty: 5947.159180
	Iteration 14Q: 3 clusters Score -2.133052e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 160641 members 
Entering Unmasked Estep 
Score: -21330574.000000 Penalty: 5947.159180
	Iteration 15Q: 3 clusters Score -2.133057e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 160722 members 
Entering Unmasked Estep 
Score: -21330632.000000 Penalty: 5947.159180
	Iteration 16Q: 3 clusters Score -2.133063e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 160759 members 
Entering Unmasked Estep 
Score: -21330616.000000 Penalty: 5947.159180
	Iteration 17Q: 3 clusters Score -2.133062e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 160785 members 
Entering Unmasked Estep 
Score: -21330642.000000 Penalty: 5947.159180
	Iteration 18Q: 3 clusters Score -2.133064e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 160799 members 
Entering Unmasked Estep 
Score: -21330656.000000 Penalty: 5947.159180
	Iteration 19Q: 3 clusters Score -2.133066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 160803 members 
Entering Unmasked Estep 
Score: -21330660.000000 Penalty: 5947.159180
	Iteration 20F: 3 clusters Score -2.133066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 160810 members 
Entering Unmasked Estep 
Score: -21330644.000000 Penalty: 5947.159180
	Iteration 21Q: 3 clusters Score -2.133064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 160816 members 
Entering Unmasked Estep 
Score: -21330662.000000 Penalty: 5947.159180
	Iteration 22Q: 3 clusters Score -2.133066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 160825 members 
Entering Unmasked Estep 
Score: -21330660.000000 Penalty: 5947.159180
	Iteration 23Q: 3 clusters Score -2.133066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 160824 members 
Entering Unmasked Estep 
Score: -21330648.000000 Penalty: 5947.159180
	Iteration 24Q: 3 clusters Score -2.133065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 160830 members 
Entering Unmasked Estep 
Score: -21330666.000000 Penalty: 5947.159180
	Iteration 25Q: 3 clusters Score -2.133067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 160837 members 
Entering Unmasked Estep 
Score: -21330682.000000 Penalty: 5947.159180
	Iteration 26Q: 3 clusters Score -2.133068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 160842 members 
Entering Unmasked Estep 
Score: -21330682.000000 Penalty: 5947.159180
	Iteration 27Q: 3 clusters Score -2.133068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 160848 members 
Entering Unmasked Estep 
Score: -21330688.000000 Penalty: 5947.159180
	Iteration 28Q: 3 clusters Score -2.133069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 160852 members 
Entering Unmasked Estep 
Score: -21330686.000000 Penalty: 5947.159180
	Iteration 29Q: 3 clusters Score -2.133069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 160854 members 
Entering Unmasked Estep 
Score: -21330690.000000 Penalty: 5947.159180
	Iteration 30Q: 3 clusters Score -2.133069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 160856 members 
Entering Unmasked Estep 
Score: -21330688.000000 Penalty: 5947.159180
	Iteration 31Q: 3 clusters Score -2.133069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 160858 members 
Entering Unmasked Estep 
Score: -21330700.000000 Penalty: 5947.159180
	Iteration 32Q: 3 clusters Score -2.13307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 160863 members 
Entering Unmasked Estep 
Score: -21330704.000000 Penalty: 5947.159180
	Iteration 33Q: 3 clusters Score -2.13307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 160864 members 
Entering Unmasked Estep 
Score: -21330700.000000 Penalty: 5947.159180
	Iteration 34Q: 3 clusters Score -2.13307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 160866 members 
Entering Unmasked Estep 
Score: -21330712.000000 Penalty: 5947.159180
	Iteration 35Q: 3 clusters Score -2.133071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 160866 members 
Entering Unmasked Estep 
Score: -21330712.000000 Penalty: 5947.159180
	Iteration 36F: 3 clusters Score -2.133071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (86762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86762 members 
Entering Unmasked Estep 
Score: -11234116.000000 Penalty: 2819.989258
	Iteration 0F: 2 clusters Score -1.123412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -11176037.000000 Penalty: 5639.978516
	Iteration 0F: 3 clusters Score -1.117604e+07 nChanged 40887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -11199332.000000 Penalty: 5639.978516
	Iteration 1F: 3 clusters Score -1.119933e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -11200406.000000 Penalty: 5639.978516
	Iteration 2Q: 3 clusters Score -1.120041e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -11202055.000000 Penalty: 5639.978516
	Iteration 3Q: 3 clusters Score -1.120206e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -11204824.000000 Penalty: 5639.978516
	Iteration 4F: 3 clusters Score -1.120482e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -11208525.000000 Penalty: 5639.978516
	Iteration 5F: 3 clusters Score -1.120852e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -11212473.000000 Penalty: 5639.978516
	Iteration 6F: 3 clusters Score -1.121247e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -11215503.000000 Penalty: 5639.978516
	Iteration 7F: 3 clusters Score -1.12155e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -11217419.000000 Penalty: 5639.978516
	Iteration 8F: 3 clusters Score -1.121742e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -11218469.000000 Penalty: 5639.978516
	Iteration 9Q: 3 clusters Score -1.121847e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 60618 members 
Entering Unmasked Estep 
Score: -11219199.000000 Penalty: 5639.978516
	Iteration 10Q: 3 clusters Score -1.12192e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -11219794.000000 Penalty: 5639.978516
	Iteration 11Q: 3 clusters Score -1.121979e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 64573 members 
Entering Unmasked Estep 
Score: -11220467.000000 Penalty: 5639.978516
	Iteration 12Q: 3 clusters Score -1.122047e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 66930 members 
Entering Unmasked Estep 
Score: -11221309.000000 Penalty: 5639.978516
	Iteration 13Q: 3 clusters Score -1.122131e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 69558 members 
Entering Unmasked Estep 
Score: -11222418.000000 Penalty: 5639.978516
	Iteration 14Q: 3 clusters Score -1.122242e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 72380 members 
Entering Unmasked Estep 
Score: -11223738.000000 Penalty: 5639.978516
	Iteration 15Q: 3 clusters Score -1.122374e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 75224 members 
Entering Unmasked Estep 
Score: -11225165.000000 Penalty: 5639.978516
	Iteration 16Q: 3 clusters Score -1.122516e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 77970 members 
Entering Unmasked Estep 
Score: -11226726.000000 Penalty: 5639.978516
	Iteration 17Q: 3 clusters Score -1.122673e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 80358 members 
Entering Unmasked Estep 
Score: -11228131.000000 Penalty: 5639.978516
	Iteration 18Q: 3 clusters Score -1.122813e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 82302 members 
Entering Unmasked Estep 
Score: -11229363.000000 Penalty: 5639.978516
	Iteration 19Q: 3 clusters Score -1.122936e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 83767 members 
Entering Unmasked Estep 
Score: -11230235.000000 Penalty: 5639.978516
	Iteration 20F: 3 clusters Score -1.123024e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 84699 members 
Entering Unmasked Estep 
Score: -11230835.000000 Penalty: 5639.978516
	Iteration 21Q: 3 clusters Score -1.123084e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 85282 members 
Entering Unmasked Estep 
Score: -11231158.000000 Penalty: 5639.978516
	Iteration 22Q: 3 clusters Score -1.123116e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 85611 members 
Entering Unmasked Estep 
Score: -11231301.000000 Penalty: 5639.978516
	Iteration 23Q: 3 clusters Score -1.12313e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 85822 members 
Entering Unmasked Estep 
Score: -11231450.000000 Penalty: 5639.978516
	Iteration 24Q: 3 clusters Score -1.123145e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 85959 members 
Entering Unmasked Estep 
Score: -11231530.000000 Penalty: 5639.978516
	Iteration 25Q: 3 clusters Score -1.123153e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 86034 members 
Entering Unmasked Estep 
Score: -11231586.000000 Penalty: 5639.978516
	Iteration 26Q: 3 clusters Score -1.123159e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 86092 members 
Entering Unmasked Estep 
Score: -11231624.000000 Penalty: 5639.978516
	Iteration 27Q: 3 clusters Score -1.123162e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 86132 members 
Entering Unmasked Estep 
Score: -11231644.000000 Penalty: 5639.978516
	Iteration 28Q: 3 clusters Score -1.123164e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 86162 members 
Entering Unmasked Estep 
Score: -11231660.000000 Penalty: 5639.978516
	Iteration 29Q: 3 clusters Score -1.123166e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 86175 members 
Entering Unmasked Estep 
Score: -11231684.000000 Penalty: 5639.978516
	Iteration 30Q: 3 clusters Score -1.123168e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 86194 members 
Entering Unmasked Estep 
Score: -11231690.000000 Penalty: 5639.978516
	Iteration 31Q: 3 clusters Score -1.123169e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 86209 members 
Entering Unmasked Estep 
Score: -11231702.000000 Penalty: 5639.978516
	Iteration 32Q: 3 clusters Score -1.12317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 86215 members 
Entering Unmasked Estep 
Score: -11231713.000000 Penalty: 5639.978516
	Iteration 33Q: 3 clusters Score -1.123171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 86217 members 
Entering Unmasked Estep 
Score: -11231703.000000 Penalty: 5639.978516
	Iteration 34Q: 3 clusters Score -1.12317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 86217 members 
Entering Unmasked Estep 
Score: -11231712.000000 Penalty: 5639.978516
	Iteration 35Q: 3 clusters Score -1.123171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 86224 members 
Entering Unmasked Estep 
Score: -11231705.000000 Penalty: 5639.978516
	Iteration 36Q: 3 clusters Score -1.12317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 86226 members 
Entering Unmasked Estep 
Score: -11231716.000000 Penalty: 5639.978516
	Iteration 37Q: 3 clusters Score -1.123172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 86228 members 
Entering Unmasked Estep 
Score: -11231722.000000 Penalty: 5639.978516
	Iteration 38Q: 3 clusters Score -1.123172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 86233 members 
Entering Unmasked Estep 
Score: -11231735.000000 Penalty: 5639.978516
	Iteration 39Q: 3 clusters Score -1.123174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 86235 members 
Entering Unmasked Estep 
Score: -11231737.000000 Penalty: 5639.978516
	Iteration 40F: 3 clusters Score -1.123174e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 86243 members 
Entering Unmasked Estep 
Score: -11231740.000000 Penalty: 5639.978516
	Iteration 41Q: 3 clusters Score -1.123174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 86245 members 
Entering Unmasked Estep 
Score: -11231748.000000 Penalty: 5639.978516
	Iteration 42Q: 3 clusters Score -1.123175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 86252 members 
Entering Unmasked Estep 
Score: -11231754.000000 Penalty: 5639.978516
	Iteration 43Q: 3 clusters Score -1.123175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 86256 members 
Entering Unmasked Estep 
Score: -11231750.000000 Penalty: 5639.978516
	Iteration 44Q: 3 clusters Score -1.123175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 86257 members 
Entering Unmasked Estep 
Score: -11231755.000000 Penalty: 5639.978516
	Iteration 45Q: 3 clusters Score -1.123176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 86259 members 
Entering Unmasked Estep 
Score: -11231753.000000 Penalty: 5639.978516
	Iteration 46Q: 3 clusters Score -1.123175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 86262 members 
Entering Unmasked Estep 
Score: -11231763.000000 Penalty: 5639.978516
	Iteration 47Q: 3 clusters Score -1.123176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 86266 members 
Entering Unmasked Estep 
Score: -11231767.000000 Penalty: 5639.978516
	Iteration 48Q: 3 clusters Score -1.123177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 86266 members 
Entering Unmasked Estep 
Score: -11231772.000000 Penalty: 5639.978516
	Iteration 49Q: 3 clusters Score -1.123177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 86266 members 
Entering Unmasked Estep 
Score: -11231772.000000 Penalty: 5639.978516
	Iteration 50F: 3 clusters Score -1.123177e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Entering Unmasked Estep 
Score: -385763.750000 Penalty: 1976.572266
	Iteration 0F: 2 clusters Score -385763.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -382590.156250 Penalty: 3953.144531
	Iteration 0F: 3 clusters Score -382590.2 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -383234.562500 Penalty: 3953.144531
	Iteration 1F: 3 clusters Score -383234.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -383408.656250 Penalty: 3953.144531
	Iteration 2F: 3 clusters Score -383408.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -383524.500000 Penalty: 3953.144531
	Iteration 3Q: 3 clusters Score -383524.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -383631.000000 Penalty: 3953.144531
	Iteration 4Q: 3 clusters Score -383631 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -383748.156250 Penalty: 3953.144531
	Iteration 5Q: 3 clusters Score -383748.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -383866.843750 Penalty: 3953.144531
	Iteration 6Q: 3 clusters Score -383866.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -384030.062500 Penalty: 3953.144531
	Iteration 7Q: 3 clusters Score -384030.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -384254.031250 Penalty: 3953.144531
	Iteration 8Q: 3 clusters Score -384254 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -384520.031250 Penalty: 3953.144531
	Iteration 9F: 3 clusters Score -384520 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -384690.406250 Penalty: 3953.144531
	Iteration 10Q: 3 clusters Score -384690.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -384816.875000 Penalty: 3953.144531
	Iteration 11Q: 3 clusters Score -384816.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -384927.937500 Penalty: 3953.144531
	Iteration 12Q: 3 clusters Score -384927.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -385036.031250 Penalty: 3953.144531
	Iteration 13Q: 3 clusters Score -385036 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -385150.375000 Penalty: 3953.144531
	Iteration 14Q: 3 clusters Score -385150.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -385280.875000 Penalty: 3953.144531
	Iteration 15Q: 3 clusters Score -385280.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -385400.062500 Penalty: 3953.144531
	Iteration 16Q: 3 clusters Score -385400.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -385484.093750 Penalty: 3953.144531
	Iteration 17Q: 3 clusters Score -385484.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -385512.687500 Penalty: 3953.144531
	Iteration 18Q: 3 clusters Score -385512.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -385522.937500 Penalty: 3953.144531
	Iteration 19Q: 3 clusters Score -385522.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -385529.968750 Penalty: 3953.144531
	Iteration 20F: 3 clusters Score -385530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -385531.625000 Penalty: 3953.144531
	Iteration 21Q: 3 clusters Score -385531.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -385531.625000 Penalty: 3953.144531
	Iteration 22F: 3 clusters Score -385531.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Entering Unmasked Estep 
Score: -872652.812500 Penalty: 2191.708984
	Iteration 0F: 2 clusters Score -872652.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -866920.500000 Penalty: 4383.417969
	Iteration 0F: 3 clusters Score -866920.5 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -868360.062500 Penalty: 4383.417969
	Iteration 1F: 3 clusters Score -868360.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -868659.125000 Penalty: 4383.417969
	Iteration 2F: 3 clusters Score -868659.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -868961.312500 Penalty: 4383.417969
	Iteration 3F: 3 clusters Score -868961.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -869269.750000 Penalty: 4383.417969
	Iteration 4F: 3 clusters Score -869269.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -869595.875000 Penalty: 4383.417969
	Iteration 5F: 3 clusters Score -869595.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -869954.500000 Penalty: 4383.417969
	Iteration 6F: 3 clusters Score -869954.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -870296.687500 Penalty: 4383.417969
	Iteration 7F: 3 clusters Score -870296.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -870571.062500 Penalty: 4383.417969
	Iteration 8F: 3 clusters Score -870571.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -870770.375000 Penalty: 4383.417969
	Iteration 9Q: 3 clusters Score -870770.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -870912.312500 Penalty: 4383.417969
	Iteration 10Q: 3 clusters Score -870912.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -871010.437500 Penalty: 4383.417969
	Iteration 11Q: 3 clusters Score -871010.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -871066.312500 Penalty: 4383.417969
	Iteration 12Q: 3 clusters Score -871066.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -871096.812500 Penalty: 4383.417969
	Iteration 13Q: 3 clusters Score -871096.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -871113.375000 Penalty: 4383.417969
	Iteration 14Q: 3 clusters Score -871113.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -871124.250000 Penalty: 4383.417969
	Iteration 15Q: 3 clusters Score -871124.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -871132.000000 Penalty: 4383.417969
	Iteration 16Q: 3 clusters Score -871132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -871143.875000 Penalty: 4383.417969
	Iteration 17Q: 3 clusters Score -871143.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -871153.937500 Penalty: 4383.417969
	Iteration 18Q: 3 clusters Score -871153.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -871164.812500 Penalty: 4383.417969
	Iteration 19Q: 3 clusters Score -871164.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -871174.750000 Penalty: 4383.417969
	Iteration 20F: 3 clusters Score -871174.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -871180.000000 Penalty: 4383.417969
	Iteration 21Q: 3 clusters Score -871180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -871183.062500 Penalty: 4383.417969
	Iteration 22Q: 3 clusters Score -871183.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -871186.562500 Penalty: 4383.417969
	Iteration 23Q: 3 clusters Score -871186.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -871189.312500 Penalty: 4383.417969
	Iteration 24Q: 3 clusters Score -871189.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -871191.625000 Penalty: 4383.417969
	Iteration 25Q: 3 clusters Score -871191.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -871193.312500 Penalty: 4383.417969
	Iteration 26Q: 3 clusters Score -871193.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -871194.250000 Penalty: 4383.417969
	Iteration 27Q: 3 clusters Score -871194.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -871193.312500 Penalty: 4383.417969
	Iteration 28Q: 3 clusters Score -871193.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -871195.500000 Penalty: 4383.417969
	Iteration 29Q: 3 clusters Score -871195.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -871196.062500 Penalty: 4383.417969
	Iteration 30Q: 3 clusters Score -871196.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -871200.562500 Penalty: 4383.417969
	Iteration 31Q: 3 clusters Score -871200.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -871205.687500 Penalty: 4383.417969
	Iteration 32Q: 3 clusters Score -871205.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -871212.500000 Penalty: 4383.417969
	Iteration 33Q: 3 clusters Score -871212.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -871220.187500 Penalty: 4383.417969
	Iteration 34Q: 3 clusters Score -871220.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -871221.937500 Penalty: 4383.417969
	Iteration 35Q: 3 clusters Score -871221.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -871226.500000 Penalty: 4383.417969
	Iteration 36Q: 3 clusters Score -871226.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -871231.312500 Penalty: 4383.417969
	Iteration 37Q: 3 clusters Score -871231.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -871232.875000 Penalty: 4383.417969
	Iteration 38Q: 3 clusters Score -871232.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -871236.187500 Penalty: 4383.417969
	Iteration 39Q: 3 clusters Score -871236.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -871240.687500 Penalty: 4383.417969
	Iteration 40F: 3 clusters Score -871240.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -871242.312500 Penalty: 4383.417969
	Iteration 41Q: 3 clusters Score -871242.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -871246.375000 Penalty: 4383.417969
	Iteration 42Q: 3 clusters Score -871246.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -871246.500000 Penalty: 4383.417969
	Iteration 43Q: 3 clusters Score -871246.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -871248.750000 Penalty: 4383.417969
	Iteration 44Q: 3 clusters Score -871248.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -871257.250000 Penalty: 4383.417969
	Iteration 45Q: 3 clusters Score -871257.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -871260.875000 Penalty: 4383.417969
	Iteration 46Q: 3 clusters Score -871260.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -871270.937500 Penalty: 4383.417969
	Iteration 47Q: 3 clusters Score -871270.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -871276.375000 Penalty: 4383.417969
	Iteration 48Q: 3 clusters Score -871276.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -871282.187500 Penalty: 4383.417969
	Iteration 49Q: 3 clusters Score -871282.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -871288.125000 Penalty: 4383.417969
	Iteration 50Q: 3 clusters Score -871288.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -871288.250000 Penalty: 4383.417969
	Iteration 51Q: 3 clusters Score -871288.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -871286.500000 Penalty: 4383.417969
	Iteration 52Q: 3 clusters Score -871286.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -871287.437500 Penalty: 4383.417969
	Iteration 53Q: 3 clusters Score -871287.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -871289.312500 Penalty: 4383.417969
	Iteration 54Q: 3 clusters Score -871289.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -871291.375000 Penalty: 4383.417969
	Iteration 55Q: 3 clusters Score -871291.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -871290.687500 Penalty: 4383.417969
	Iteration 56Q: 3 clusters Score -871290.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -871294.187500 Penalty: 4383.417969
	Iteration 57Q: 3 clusters Score -871294.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -871294.937500 Penalty: 4383.417969
	Iteration 58Q: 3 clusters Score -871294.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -871294.750000 Penalty: 4383.417969
	Iteration 59Q: 3 clusters Score -871294.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -871294.750000 Penalty: 4383.417969
	Iteration 60F: 3 clusters Score -871294.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Entering Unmasked Estep 
Score: -137417.390625 Penalty: 1748.860229
	Iteration 0F: 2 clusters Score -137417.4 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 623 members 
Entering Unmasked Estep 
Score: -135422.296875 Penalty: 3497.720459
	Iteration 0F: 3 clusters Score -135422.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -136141.140625 Penalty: 3497.720459
	Iteration 1F: 3 clusters Score -136141.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -137393.765625 Penalty: 3497.720459
	Iteration 2F: 3 clusters Score -137393.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -138335.328125 Penalty: 3497.720459
	Iteration 3F: 3 clusters Score -138335.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -139033.546875 Penalty: 3497.720459
	Iteration 4F: 3 clusters Score -139033.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -139799.781250 Penalty: 3497.720459
	Iteration 5Q: 3 clusters Score -139799.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -139910.078125 Penalty: 3497.720459
	Iteration 6Q: 3 clusters Score -139910.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -139910.078125 Penalty: 3497.720459
	Iteration 7F: 3 clusters Score -139910.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3808 members 
Mstep: Class 3 contains 157240 members 
Mstep: Class 4 contains 79161 members 
Mstep: Class 5 contains 161174 members 
Mstep: Class 6 contains 86762 members 
Mstep: Class 7 contains 2893 members 
Mstep: Class 8 contains 6888 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 156304 members 
Mstep: Class 11 contains 163177 members 
Mstep: Class 12 contains 28594 members 
Mstep: Class 13 contains 416 members 
Mstep: Class 14 contains 1036 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 4708 members 
Mstep: Class 18 contains 158099 members 
Mstep: Class 19 contains 73847 members 
Mstep: Class 20 contains 158837 members 
Mstep: Class 21 contains 127792 members 
Mstep: Class 22 contains 5826 members 
Mstep: Class 23 contains 455 members 
Entering Unmasked Estep 
Score: -180436080.000000 Penalty: 80642.937500
Splitting cluster 9 changes total score from -180435488.000000 to -180436080.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (156304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156304 members 
Entering Unmasked Estep 
Score: -21072456.000000 Penalty: 2965.970459
	Iteration 0F: 2 clusters Score -2.107246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77996 members 
Mstep: Class 2 contains 78308 members 
Entering Unmasked Estep 
Score: -20970050.000000 Penalty: 5931.940918
	Iteration 0F: 3 clusters Score -2.097005e+07 nChanged 74694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74928 members 
Mstep: Class 2 contains 81376 members 
Entering Unmasked Estep 
Score: -21013200.000000 Penalty: 5931.940918
	Iteration 1F: 3 clusters Score -2.10132e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72991 members 
Mstep: Class 2 contains 83313 members 
Entering Unmasked Estep 
Score: -21014366.000000 Penalty: 5931.940918
	Iteration 2Q: 3 clusters Score -2.101437e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69938 members 
Mstep: Class 2 contains 86366 members 
Entering Unmasked Estep 
Score: -21015600.000000 Penalty: 5931.940918
	Iteration 3Q: 3 clusters Score -2.10156e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65085 members 
Mstep: Class 2 contains 91219 members 
Entering Unmasked Estep 
Score: -21018100.000000 Penalty: 5931.940918
	Iteration 4Q: 3 clusters Score -2.10181e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57741 members 
Mstep: Class 2 contains 98563 members 
Entering Unmasked Estep 
Score: -21022692.000000 Penalty: 5931.940918
	Iteration 5F: 3 clusters Score -2.102269e+07 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 108532 members 
Entering Unmasked Estep 
Score: -21030504.000000 Penalty: 5931.940918
	Iteration 6F: 3 clusters Score -2.10305e+07 nChanged 12917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 120363 members 
Entering Unmasked Estep 
Score: -21041158.000000 Penalty: 5931.940918
	Iteration 7F: 3 clusters Score -2.104116e+07 nChanged 11922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 131375 members 
Entering Unmasked Estep 
Score: -21051682.000000 Penalty: 5931.940918
	Iteration 8F: 3 clusters Score -2.105168e+07 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 139444 members 
Entering Unmasked Estep 
Score: -21059564.000000 Penalty: 5931.940918
	Iteration 9F: 3 clusters Score -2.105956e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 144483 members 
Entering Unmasked Estep 
Score: -21064830.000000 Penalty: 5931.940918
	Iteration 10Q: 3 clusters Score -2.106483e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 147416 members 
Entering Unmasked Estep 
Score: -21067552.000000 Penalty: 5931.940918
	Iteration 11Q: 3 clusters Score -2.106755e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 149179 members 
Entering Unmasked Estep 
Score: -21068702.000000 Penalty: 5931.940918
	Iteration 12Q: 3 clusters Score -2.10687e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 150391 members 
Entering Unmasked Estep 
Score: -21069234.000000 Penalty: 5931.940918
	Iteration 13Q: 3 clusters Score -2.106923e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 151290 members 
Entering Unmasked Estep 
Score: -21069564.000000 Penalty: 5931.940918
	Iteration 14Q: 3 clusters Score -2.106956e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 151975 members 
Entering Unmasked Estep 
Score: -21069776.000000 Penalty: 5931.940918
	Iteration 15Q: 3 clusters Score -2.106978e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 152561 members 
Entering Unmasked Estep 
Score: -21069962.000000 Penalty: 5931.940918
	Iteration 16Q: 3 clusters Score -2.106996e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 153027 members 
Entering Unmasked Estep 
Score: -21070046.000000 Penalty: 5931.940918
	Iteration 17Q: 3 clusters Score -2.107005e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 153402 members 
Entering Unmasked Estep 
Score: -21070206.000000 Penalty: 5931.940918
	Iteration 18Q: 3 clusters Score -2.107021e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 153735 members 
Entering Unmasked Estep 
Score: -21070240.000000 Penalty: 5931.940918
	Iteration 19Q: 3 clusters Score -2.107024e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 154005 members 
Entering Unmasked Estep 
Score: -21070280.000000 Penalty: 5931.940918
	Iteration 20F: 3 clusters Score -2.107028e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 154210 members 
Entering Unmasked Estep 
Score: -21070328.000000 Penalty: 5931.940918
	Iteration 21Q: 3 clusters Score -2.107033e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 154381 members 
Entering Unmasked Estep 
Score: -21070320.000000 Penalty: 5931.940918
	Iteration 22Q: 3 clusters Score -2.107032e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 154531 members 
Entering Unmasked Estep 
Score: -21070382.000000 Penalty: 5931.940918
	Iteration 23Q: 3 clusters Score -2.107038e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 154650 members 
Entering Unmasked Estep 
Score: -21070378.000000 Penalty: 5931.940918
	Iteration 24Q: 3 clusters Score -2.107038e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 154747 members 
Entering Unmasked Estep 
Score: -21070340.000000 Penalty: 5931.940918
	Iteration 25Q: 3 clusters Score -2.107034e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 154831 members 
Entering Unmasked Estep 
Score: -21070346.000000 Penalty: 5931.940918
	Iteration 26Q: 3 clusters Score -2.107035e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 154905 members 
Entering Unmasked Estep 
Score: -21070336.000000 Penalty: 5931.940918
	Iteration 27Q: 3 clusters Score -2.107034e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 154972 members 
Entering Unmasked Estep 
Score: -21070344.000000 Penalty: 5931.940918
	Iteration 28Q: 3 clusters Score -2.107034e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 155019 members 
Entering Unmasked Estep 
Score: -21070360.000000 Penalty: 5931.940918
	Iteration 29Q: 3 clusters Score -2.107036e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 155072 members 
Entering Unmasked Estep 
Score: -21070354.000000 Penalty: 5931.940918
	Iteration 30Q: 3 clusters Score -2.107035e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 155105 members 
Entering Unmasked Estep 
Score: -21070352.000000 Penalty: 5931.940918
	Iteration 31Q: 3 clusters Score -2.107035e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 155132 members 
Entering Unmasked Estep 
Score: -21070384.000000 Penalty: 5931.940918
	Iteration 32Q: 3 clusters Score -2.107038e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 155156 members 
Entering Unmasked Estep 
Score: -21070368.000000 Penalty: 5931.940918
	Iteration 33Q: 3 clusters Score -2.107037e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 155170 members 
Entering Unmasked Estep 
Score: -21070374.000000 Penalty: 5931.940918
	Iteration 34Q: 3 clusters Score -2.107037e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 155188 members 
Entering Unmasked Estep 
Score: -21070374.000000 Penalty: 5931.940918
	Iteration 35Q: 3 clusters Score -2.107037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 155200 members 
Entering Unmasked Estep 
Score: -21070380.000000 Penalty: 5931.940918
	Iteration 36Q: 3 clusters Score -2.107038e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 155216 members 
Entering Unmasked Estep 
Score: -21070386.000000 Penalty: 5931.940918
	Iteration 37Q: 3 clusters Score -2.107039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 155222 members 
Entering Unmasked Estep 
Score: -21070382.000000 Penalty: 5931.940918
	Iteration 38Q: 3 clusters Score -2.107038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 155227 members 
Entering Unmasked Estep 
Score: -21070378.000000 Penalty: 5931.940918
	Iteration 39Q: 3 clusters Score -2.107038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 155232 members 
Entering Unmasked Estep 
Score: -21070390.000000 Penalty: 5931.940918
	Iteration 40F: 3 clusters Score -2.107039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 155236 members 
Entering Unmasked Estep 
Score: -21070386.000000 Penalty: 5931.940918
	Iteration 41Q: 3 clusters Score -2.107039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 155242 members 
Entering Unmasked Estep 
Score: -21070400.000000 Penalty: 5931.940918
	Iteration 42Q: 3 clusters Score -2.10704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 155245 members 
Entering Unmasked Estep 
Score: -21070392.000000 Penalty: 5931.940918
	Iteration 43Q: 3 clusters Score -2.107039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 155244 members 
Entering Unmasked Estep 
Score: -21070392.000000 Penalty: 5931.940918
	Iteration 44Q: 3 clusters Score -2.107039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 155244 members 
Entering Unmasked Estep 
Score: -21070392.000000 Penalty: 5931.940918
	Iteration 45F: 3 clusters Score -2.107039e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (163177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163177 members 
Entering Unmasked Estep 
Score: -21683396.000000 Penalty: 2976.642578
	Iteration 0F: 2 clusters Score -2.16834e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81687 members 
Mstep: Class 2 contains 81490 members 
Entering Unmasked Estep 
Score: -21576300.000000 Penalty: 5953.285156
	Iteration 0F: 3 clusters Score -2.15763e+07 nChanged 78201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83598 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -21620964.000000 Penalty: 5953.285156
	Iteration 1F: 3 clusters Score -2.162096e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84550 members 
Mstep: Class 2 contains 78627 members 
Entering Unmasked Estep 
Score: -21621706.000000 Penalty: 5953.285156
	Iteration 2Q: 3 clusters Score -2.162171e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86068 members 
Mstep: Class 2 contains 77109 members 
Entering Unmasked Estep 
Score: -21622474.000000 Penalty: 5953.285156
	Iteration 3Q: 3 clusters Score -2.162247e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88434 members 
Mstep: Class 2 contains 74743 members 
Entering Unmasked Estep 
Score: -21623414.000000 Penalty: 5953.285156
	Iteration 4Q: 3 clusters Score -2.162341e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91977 members 
Mstep: Class 2 contains 71200 members 
Entering Unmasked Estep 
Score: -21624824.000000 Penalty: 5953.285156
	Iteration 5Q: 3 clusters Score -2.162482e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 65745 members 
Entering Unmasked Estep 
Score: -21627196.000000 Penalty: 5953.285156
	Iteration 6Q: 3 clusters Score -2.16272e+07 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105320 members 
Mstep: Class 2 contains 57857 members 
Entering Unmasked Estep 
Score: -21631576.000000 Penalty: 5953.285156
	Iteration 7F: 3 clusters Score -2.163158e+07 nChanged 11197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116097 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -21639076.000000 Penalty: 5953.285156
	Iteration 8F: 3 clusters Score -2.163908e+07 nChanged 13093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128964 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -21649588.000000 Penalty: 5953.285156
	Iteration 9F: 3 clusters Score -2.164959e+07 nChanged 12745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141639 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -21661278.000000 Penalty: 5953.285156
	Iteration 10F: 3 clusters Score -2.166128e+07 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151575 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -21670652.000000 Penalty: 5953.285156
	Iteration 11F: 3 clusters Score -2.167065e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157811 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -21676844.000000 Penalty: 5953.285156
	Iteration 12Q: 3 clusters Score -2.167684e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160960 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -21679346.000000 Penalty: 5953.285156
	Iteration 13Q: 3 clusters Score -2.167935e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162196 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -21680256.000000 Penalty: 5953.285156
	Iteration 14Q: 3 clusters Score -2.168026e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162621 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -21680578.000000 Penalty: 5953.285156
	Iteration 15Q: 3 clusters Score -2.168058e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162758 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -21680668.000000 Penalty: 5953.285156
	Iteration 16Q: 3 clusters Score -2.168067e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162816 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -21680754.000000 Penalty: 5953.285156
	Iteration 17Q: 3 clusters Score -2.168075e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162842 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -21680780.000000 Penalty: 5953.285156
	Iteration 18Q: 3 clusters Score -2.168078e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162856 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -21680830.000000 Penalty: 5953.285156
	Iteration 19Q: 3 clusters Score -2.168083e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162871 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -21680866.000000 Penalty: 5953.285156
	Iteration 20F: 3 clusters Score -2.168087e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162878 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -21680888.000000 Penalty: 5953.285156
	Iteration 21Q: 3 clusters Score -2.168089e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162885 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -21680910.000000 Penalty: 5953.285156
	Iteration 22Q: 3 clusters Score -2.168091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162888 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -21680910.000000 Penalty: 5953.285156
	Iteration 23Q: 3 clusters Score -2.168091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162893 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21680902.000000 Penalty: 5953.285156
	Iteration 24Q: 3 clusters Score -2.16809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162897 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -21680912.000000 Penalty: 5953.285156
	Iteration 25Q: 3 clusters Score -2.168091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162899 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21680924.000000 Penalty: 5953.285156
	Iteration 26Q: 3 clusters Score -2.168092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162900 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21680926.000000 Penalty: 5953.285156
	Iteration 27Q: 3 clusters Score -2.168093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162900 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21680924.000000 Penalty: 5953.285156
	Iteration 28Q: 3 clusters Score -2.168092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162899 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21680918.000000 Penalty: 5953.285156
	Iteration 29Q: 3 clusters Score -2.168092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162899 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21680928.000000 Penalty: 5953.285156
	Iteration 30Q: 3 clusters Score -2.168093e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162900 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21680926.000000 Penalty: 5953.285156
	Iteration 31Q: 3 clusters Score -2.168093e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162900 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21680926.000000 Penalty: 5953.285156
	Iteration 32F: 3 clusters Score -2.168093e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (28594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Entering Unmasked Estep 
Score: -3784218.750000 Penalty: 2544.716064
	Iteration 0F: 2 clusters Score -3784219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -3764667.000000 Penalty: 5089.432129
	Iteration 0F: 3 clusters Score -3764667 nChanged 12817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -3771774.000000 Penalty: 5089.432129
	Iteration 1F: 3 clusters Score -3771774 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -3772668.750000 Penalty: 5089.432129
	Iteration 2F: 3 clusters Score -3772669 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -3773815.750000 Penalty: 5089.432129
	Iteration 3F: 3 clusters Score -3773816 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -3775276.250000 Penalty: 5089.432129
	Iteration 4F: 3 clusters Score -3775276 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -3777088.250000 Penalty: 5089.432129
	Iteration 5F: 3 clusters Score -3777088 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -3779033.500000 Penalty: 5089.432129
	Iteration 6F: 3 clusters Score -3779034 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -3780653.250000 Penalty: 5089.432129
	Iteration 7F: 3 clusters Score -3780653 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -3781738.000000 Penalty: 5089.432129
	Iteration 8Q: 3 clusters Score -3781738 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -3782176.750000 Penalty: 5089.432129
	Iteration 9Q: 3 clusters Score -3782177 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -3782344.500000 Penalty: 5089.432129
	Iteration 10Q: 3 clusters Score -3782344 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -3782423.750000 Penalty: 5089.432129
	Iteration 11Q: 3 clusters Score -3782424 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -3782477.000000 Penalty: 5089.432129
	Iteration 12Q: 3 clusters Score -3782477 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -3782513.750000 Penalty: 5089.432129
	Iteration 13Q: 3 clusters Score -3782514 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -3782553.250000 Penalty: 5089.432129
	Iteration 14Q: 3 clusters Score -3782553 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3782574.500000 Penalty: 5089.432129
	Iteration 15Q: 3 clusters Score -3782574 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -3782595.500000 Penalty: 5089.432129
	Iteration 16Q: 3 clusters Score -3782596 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -3782620.750000 Penalty: 5089.432129
	Iteration 17Q: 3 clusters Score -3782621 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -3782633.500000 Penalty: 5089.432129
	Iteration 18Q: 3 clusters Score -3782634 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -3782645.500000 Penalty: 5089.432129
	Iteration 19Q: 3 clusters Score -3782646 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -3782651.000000 Penalty: 5089.432129
	Iteration 20F: 3 clusters Score -3782651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -3782651.750000 Penalty: 5089.432129
	Iteration 21Q: 3 clusters Score -3782652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -3782652.750000 Penalty: 5089.432129
	Iteration 22Q: 3 clusters Score -3782653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -3782653.750000 Penalty: 5089.432129
	Iteration 23Q: 3 clusters Score -3782654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -3782661.500000 Penalty: 5089.432129
	Iteration 24Q: 3 clusters Score -3782662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -3782669.250000 Penalty: 5089.432129
	Iteration 25Q: 3 clusters Score -3782669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -3782668.000000 Penalty: 5089.432129
	Iteration 26Q: 3 clusters Score -3782668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -3782675.500000 Penalty: 5089.432129
	Iteration 27Q: 3 clusters Score -3782676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3782675.750000 Penalty: 5089.432129
	Iteration 28Q: 3 clusters Score -3782676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -3782689.750000 Penalty: 5089.432129
	Iteration 29Q: 3 clusters Score -3782690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -3782697.250000 Penalty: 5089.432129
	Iteration 30Q: 3 clusters Score -3782697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -3782698.500000 Penalty: 5089.432129
	Iteration 31Q: 3 clusters Score -3782698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -3782697.500000 Penalty: 5089.432129
	Iteration 32Q: 3 clusters Score -3782698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -3782695.000000 Penalty: 5089.432129
	Iteration 33Q: 3 clusters Score -3782695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -3782702.000000 Penalty: 5089.432129
	Iteration 34Q: 3 clusters Score -3782702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -3782708.250000 Penalty: 5089.432129
	Iteration 35Q: 3 clusters Score -3782708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -3782707.250000 Penalty: 5089.432129
	Iteration 36Q: 3 clusters Score -3782707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -3782709.250000 Penalty: 5089.432129
	Iteration 37Q: 3 clusters Score -3782709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -3782706.250000 Penalty: 5089.432129
	Iteration 38Q: 3 clusters Score -3782706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -3782704.250000 Penalty: 5089.432129
	Iteration 39Q: 3 clusters Score -3782704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -3782706.250000 Penalty: 5089.432129
	Iteration 40F: 3 clusters Score -3782706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3782701.750000 Penalty: 5089.432129
	Iteration 41Q: 3 clusters Score -3782702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -3782704.750000 Penalty: 5089.432129
	Iteration 42Q: 3 clusters Score -3782705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -3782707.500000 Penalty: 5089.432129
	Iteration 43Q: 3 clusters Score -3782708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -3782707.750000 Penalty: 5089.432129
	Iteration 44Q: 3 clusters Score -3782708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -3782709.250000 Penalty: 5089.432129
	Iteration 45Q: 3 clusters Score -3782709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -3782711.500000 Penalty: 5089.432129
	Iteration 46Q: 3 clusters Score -3782712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -3782711.500000 Penalty: 5089.432129
	Iteration 47F: 3 clusters Score -3782712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -45030.148438 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -45030.15 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 196 members 
Entering Unmasked Estep 
Score: -43693.160156 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -43693.16 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44058.593750 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -44058.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44342.996094 Penalty: 2991.219971
	Iteration 2F: 3 clusters Score -44343 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45006.890625 Penalty: 2991.219971
	Iteration 3F: 3 clusters Score -45006.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -45311.234375 Penalty: 2991.219971
	Iteration 4F: 3 clusters Score -45311.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45372.921875 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -45372.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -45383.027344 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -45383.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -45408.570312 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -45408.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45546.046875 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -45546.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45728.750000 Penalty: 2991.219971
	Iteration 9Q: 3 clusters Score -45728.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45745.609375 Penalty: 2991.219971
	Iteration 10Q: 3 clusters Score -45745.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -45784.964844 Penalty: 2991.219971
	Iteration 11Q: 3 clusters Score -45784.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45863.574219 Penalty: 2991.219971
	Iteration 12Q: 3 clusters Score -45863.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -45918.253906 Penalty: 2991.219971
	Iteration 13Q: 3 clusters Score -45918.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -45970.132812 Penalty: 2991.219971
	Iteration 14Q: 3 clusters Score -45970.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -45990.937500 Penalty: 2991.219971
	Iteration 15Q: 3 clusters Score -45990.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46015.484375 Penalty: 2991.219971
	Iteration 16Q: 3 clusters Score -46015.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46063.015625 Penalty: 2991.219971
	Iteration 17Q: 3 clusters Score -46063.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46074.285156 Penalty: 2991.219971
	Iteration 18Q: 3 clusters Score -46074.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46096.625000 Penalty: 2991.219971
	Iteration 19Q: 3 clusters Score -46096.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46105.695312 Penalty: 2991.219971
	Iteration 20F: 3 clusters Score -46105.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46194.226562 Penalty: 2991.219971
	Iteration 21Q: 3 clusters Score -46194.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46468.339844 Penalty: 2991.219971
	Iteration 22Q: 3 clusters Score -46468.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46686.855469 Penalty: 2991.219971
	Iteration 23Q: 3 clusters Score -46686.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -46696.332031 Penalty: 2991.219971
	Iteration 24Q: 3 clusters Score -46696.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46709.949219 Penalty: 2991.219971
	Iteration 25Q: 3 clusters Score -46709.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46723.792969 Penalty: 2991.219971
	Iteration 26Q: 3 clusters Score -46723.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46723.808594 Penalty: 2991.219971
	Iteration 27F: 3 clusters Score -46723.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46731.378906 Penalty: 2991.219971
	Iteration 28Q: 3 clusters Score -46731.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46736.867188 Penalty: 2991.219971
	Iteration 29Q: 3 clusters Score -46736.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46736.867188 Penalty: 2991.219971
	Iteration 30F: 3 clusters Score -46736.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3808 members 
Mstep: Class 3 contains 157240 members 
Mstep: Class 4 contains 79161 members 
Mstep: Class 5 contains 161174 members 
Mstep: Class 6 contains 86762 members 
Mstep: Class 7 contains 2893 members 
Mstep: Class 8 contains 6888 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 156304 members 
Mstep: Class 11 contains 163177 members 
Mstep: Class 12 contains 28594 members 
Mstep: Class 13 contains 141 members 
Mstep: Class 14 contains 1036 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 4708 members 
Mstep: Class 18 contains 158099 members 
Mstep: Class 19 contains 73847 members 
Mstep: Class 20 contains 158837 members 
Mstep: Class 21 contains 127792 members 
Mstep: Class 22 contains 5826 members 
Mstep: Class 23 contains 455 members 
Mstep: Class 24 contains 275 members 
Entering Unmasked Estep 
Score: -180434544.000000 Penalty: 84149.148438
Splitting cluster 13 changes total score from -180435488.000000 to -180434544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Entering Unmasked Estep 
Score: -122130.601562 Penalty: 1721.894409
	Iteration 0F: 2 clusters Score -122130.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -120226.359375 Penalty: 3443.788818
	Iteration 0F: 3 clusters Score -120226.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -120650.554688 Penalty: 3443.788818
	Iteration 1F: 3 clusters Score -120650.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -120833.265625 Penalty: 3443.788818
	Iteration 2F: 3 clusters Score -120833.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -120922.507812 Penalty: 3443.788818
	Iteration 3F: 3 clusters Score -120922.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -120974.882812 Penalty: 3443.788818
	Iteration 4Q: 3 clusters Score -120974.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -121022.414062 Penalty: 3443.788818
	Iteration 5Q: 3 clusters Score -121022.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -121074.187500 Penalty: 3443.788818
	Iteration 6Q: 3 clusters Score -121074.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -121138.601562 Penalty: 3443.788818
	Iteration 7Q: 3 clusters Score -121138.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -121229.929688 Penalty: 3443.788818
	Iteration 8Q: 3 clusters Score -121229.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -121302.437500 Penalty: 3443.788818
	Iteration 9Q: 3 clusters Score -121302.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -121381.070312 Penalty: 3443.788818
	Iteration 10Q: 3 clusters Score -121381.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -121446.304688 Penalty: 3443.788818
	Iteration 11Q: 3 clusters Score -121446.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -121487.203125 Penalty: 3443.788818
	Iteration 12Q: 3 clusters Score -121487.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -121511.507812 Penalty: 3443.788818
	Iteration 13Q: 3 clusters Score -121511.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -121534.695312 Penalty: 3443.788818
	Iteration 14Q: 3 clusters Score -121534.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -121552.125000 Penalty: 3443.788818
	Iteration 15Q: 3 clusters Score -121552.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -121562.703125 Penalty: 3443.788818
	Iteration 16Q: 3 clusters Score -121562.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -121565.851562 Penalty: 3443.788818
	Iteration 17Q: 3 clusters Score -121565.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -121566.875000 Penalty: 3443.788818
	Iteration 18Q: 3 clusters Score -121566.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -121566.890625 Penalty: 3443.788818
	Iteration 19F: 3 clusters Score -121566.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -121578.937500 Penalty: 3443.788818
	Iteration 20F: 3 clusters Score -121578.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -121585.000000 Penalty: 3443.788818
	Iteration 21Q: 3 clusters Score -121585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -121585.000000 Penalty: 3443.788818
	Iteration 22F: 3 clusters Score -121585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -115558.476562 Penalty: 1709.375122
	Iteration 0F: 2 clusters Score -115558.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -113736.671875 Penalty: 3418.750244
	Iteration 0F: 3 clusters Score -113736.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -114547.085938 Penalty: 3418.750244
	Iteration 1F: 3 clusters Score -114547.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -114801.750000 Penalty: 3418.750244
	Iteration 2F: 3 clusters Score -114801.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -115013.710938 Penalty: 3418.750244
	Iteration 3F: 3 clusters Score -115013.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -115282.968750 Penalty: 3418.750244
	Iteration 4F: 3 clusters Score -115283 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -115561.875000 Penalty: 3418.750244
	Iteration 5Q: 3 clusters Score -115561.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -115807.414062 Penalty: 3418.750244
	Iteration 6Q: 3 clusters Score -115807.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -115920.125000 Penalty: 3418.750244
	Iteration 7Q: 3 clusters Score -115920.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -115969.429688 Penalty: 3418.750244
	Iteration 8Q: 3 clusters Score -115969.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -116011.726562 Penalty: 3418.750244
	Iteration 9Q: 3 clusters Score -116011.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -116052.375000 Penalty: 3418.750244
	Iteration 10Q: 3 clusters Score -116052.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -116098.000000 Penalty: 3418.750244
	Iteration 11Q: 3 clusters Score -116098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -116120.773438 Penalty: 3418.750244
	Iteration 12Q: 3 clusters Score -116120.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -116142.382812 Penalty: 3418.750244
	Iteration 13Q: 3 clusters Score -116142.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -116152.664062 Penalty: 3418.750244
	Iteration 14Q: 3 clusters Score -116152.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -116162.453125 Penalty: 3418.750244
	Iteration 15Q: 3 clusters Score -116162.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -116174.617188 Penalty: 3418.750244
	Iteration 16Q: 3 clusters Score -116174.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -116181.601562 Penalty: 3418.750244
	Iteration 17Q: 3 clusters Score -116181.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -116189.156250 Penalty: 3418.750244
	Iteration 18Q: 3 clusters Score -116189.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -116199.304688 Penalty: 3418.750244
	Iteration 19Q: 3 clusters Score -116199.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -116218.117188 Penalty: 3418.750244
	Iteration 20F: 3 clusters Score -116218.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -116249.265625 Penalty: 3418.750244
	Iteration 21Q: 3 clusters Score -116249.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -116270.101562 Penalty: 3418.750244
	Iteration 22Q: 3 clusters Score -116270.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -116291.695312 Penalty: 3418.750244
	Iteration 23Q: 3 clusters Score -116291.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -116315.718750 Penalty: 3418.750244
	Iteration 24Q: 3 clusters Score -116315.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -116336.359375 Penalty: 3418.750244
	Iteration 25Q: 3 clusters Score -116336.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -116366.828125 Penalty: 3418.750244
	Iteration 26Q: 3 clusters Score -116366.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -116402.375000 Penalty: 3418.750244
	Iteration 27Q: 3 clusters Score -116402.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -116462.289062 Penalty: 3418.750244
	Iteration 28Q: 3 clusters Score -116462.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -116587.765625 Penalty: 3418.750244
	Iteration 29Q: 3 clusters Score -116587.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -116871.218750 Penalty: 3418.750244
	Iteration 30Q: 3 clusters Score -116871.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -117151.828125 Penalty: 3418.750244
	Iteration 31Q: 3 clusters Score -117151.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -117151.828125 Penalty: 3418.750244
	Iteration 32F: 3 clusters Score -117151.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3808 members 
Mstep: Class 3 contains 157240 members 
Mstep: Class 4 contains 79161 members 
Mstep: Class 5 contains 161174 members 
Mstep: Class 6 contains 86762 members 
Mstep: Class 7 contains 2893 members 
Mstep: Class 8 contains 6888 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 156304 members 
Mstep: Class 11 contains 163177 members 
Mstep: Class 12 contains 28594 members 
Mstep: Class 13 contains 416 members 
Mstep: Class 14 contains 1036 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 4708 members 
Mstep: Class 18 contains 158099 members 
Mstep: Class 19 contains 73847 members 
Mstep: Class 20 contains 158837 members 
Mstep: Class 21 contains 127792 members 
Mstep: Class 22 contains 5826 members 
Mstep: Class 23 contains 455 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
Score: -180435504.000000 Penalty: 84149.148438
Splitting cluster 15 changes total score from -180435488.000000 to -180435504.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -76067.664062 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -76067.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -74459.320312 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -74459.32 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75016.406250 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -75016.41 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -75644.601562 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -75644.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76045.671875 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -76045.67 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -76284.359375 Penalty: 3206.435791
	Iteration 4F: 3 clusters Score -76284.36 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -76478.718750 Penalty: 3206.435791
	Iteration 5F: 3 clusters Score -76478.72 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -76630.000000 Penalty: 3206.435791
	Iteration 6F: 3 clusters Score -76630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -76723.367188 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -76723.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -76775.304688 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -76775.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -76817.687500 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -76817.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -76848.601562 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -76848.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -76857.085938 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -76857.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -76857.085938 Penalty: 3206.435791
	Iteration 12F: 3 clusters Score -76857.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3808 members 
Mstep: Class 3 contains 157240 members 
Mstep: Class 4 contains 79161 members 
Mstep: Class 5 contains 161174 members 
Mstep: Class 6 contains 86762 members 
Mstep: Class 7 contains 2893 members 
Mstep: Class 8 contains 6888 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 156304 members 
Mstep: Class 11 contains 163177 members 
Mstep: Class 12 contains 28594 members 
Mstep: Class 13 contains 416 members 
Mstep: Class 14 contains 1036 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 90 members 
Mstep: Class 17 contains 4708 members 
Mstep: Class 18 contains 158099 members 
Mstep: Class 19 contains 73847 members 
Mstep: Class 20 contains 158837 members 
Mstep: Class 21 contains 127792 members 
Mstep: Class 22 contains 5826 members 
Mstep: Class 23 contains 455 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 552 members 
Entering Unmasked Estep 
Score: -180434288.000000 Penalty: 87655.367188
Splitting cluster 16 changes total score from -180435488.000000 to -180434288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (4708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Entering Unmasked Estep 
Score: -624188.875000 Penalty: 2097.340576
	Iteration 0F: 2 clusters Score -624188.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -619873.375000 Penalty: 4194.681152
	Iteration 0F: 3 clusters Score -619873.4 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -620939.625000 Penalty: 4194.681152
	Iteration 1F: 3 clusters Score -620939.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -621133.375000 Penalty: 4194.681152
	Iteration 2F: 3 clusters Score -621133.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -621279.625000 Penalty: 4194.681152
	Iteration 3Q: 3 clusters Score -621279.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -621399.750000 Penalty: 4194.681152
	Iteration 4Q: 3 clusters Score -621399.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -621515.875000 Penalty: 4194.681152
	Iteration 5Q: 3 clusters Score -621515.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -621616.187500 Penalty: 4194.681152
	Iteration 6Q: 3 clusters Score -621616.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -621698.562500 Penalty: 4194.681152
	Iteration 7Q: 3 clusters Score -621698.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -621782.125000 Penalty: 4194.681152
	Iteration 8Q: 3 clusters Score -621782.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -621859.375000 Penalty: 4194.681152
	Iteration 9Q: 3 clusters Score -621859.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -621926.687500 Penalty: 4194.681152
	Iteration 10Q: 3 clusters Score -621926.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -621994.312500 Penalty: 4194.681152
	Iteration 11Q: 3 clusters Score -621994.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -622045.187500 Penalty: 4194.681152
	Iteration 12Q: 3 clusters Score -622045.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -622085.312500 Penalty: 4194.681152
	Iteration 13Q: 3 clusters Score -622085.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -622118.562500 Penalty: 4194.681152
	Iteration 14Q: 3 clusters Score -622118.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -622144.625000 Penalty: 4194.681152
	Iteration 15Q: 3 clusters Score -622144.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -622167.125000 Penalty: 4194.681152
	Iteration 16Q: 3 clusters Score -622167.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -622182.750000 Penalty: 4194.681152
	Iteration 17Q: 3 clusters Score -622182.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -622195.187500 Penalty: 4194.681152
	Iteration 18Q: 3 clusters Score -622195.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -622205.625000 Penalty: 4194.681152
	Iteration 19Q: 3 clusters Score -622205.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -622214.000000 Penalty: 4194.681152
	Iteration 20F: 3 clusters Score -622214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -622225.250000 Penalty: 4194.681152
	Iteration 21Q: 3 clusters Score -622225.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -622239.750000 Penalty: 4194.681152
	Iteration 22Q: 3 clusters Score -622239.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -622251.375000 Penalty: 4194.681152
	Iteration 23Q: 3 clusters Score -622251.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -622264.125000 Penalty: 4194.681152
	Iteration 24Q: 3 clusters Score -622264.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -622276.187500 Penalty: 4194.681152
	Iteration 25Q: 3 clusters Score -622276.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -622285.312500 Penalty: 4194.681152
	Iteration 26Q: 3 clusters Score -622285.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -622293.937500 Penalty: 4194.681152
	Iteration 27Q: 3 clusters Score -622293.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -622302.500000 Penalty: 4194.681152
	Iteration 28Q: 3 clusters Score -622302.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -622312.437500 Penalty: 4194.681152
	Iteration 29Q: 3 clusters Score -622312.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -622321.625000 Penalty: 4194.681152
	Iteration 30Q: 3 clusters Score -622321.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -622331.562500 Penalty: 4194.681152
	Iteration 31Q: 3 clusters Score -622331.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -622342.562500 Penalty: 4194.681152
	Iteration 32Q: 3 clusters Score -622342.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -622348.562500 Penalty: 4194.681152
	Iteration 33Q: 3 clusters Score -622348.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -622353.250000 Penalty: 4194.681152
	Iteration 34Q: 3 clusters Score -622353.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -622358.312500 Penalty: 4194.681152
	Iteration 35Q: 3 clusters Score -622358.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -622363.750000 Penalty: 4194.681152
	Iteration 36Q: 3 clusters Score -622363.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -622369.500000 Penalty: 4194.681152
	Iteration 37Q: 3 clusters Score -622369.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -622372.375000 Penalty: 4194.681152
	Iteration 38Q: 3 clusters Score -622372.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -622378.187500 Penalty: 4194.681152
	Iteration 39Q: 3 clusters Score -622378.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -622385.750000 Penalty: 4194.681152
	Iteration 40F: 3 clusters Score -622385.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -622396.500000 Penalty: 4194.681152
	Iteration 41Q: 3 clusters Score -622396.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -622406.062500 Penalty: 4194.681152
	Iteration 42Q: 3 clusters Score -622406.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -622415.875000 Penalty: 4194.681152
	Iteration 43Q: 3 clusters Score -622415.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -622426.687500 Penalty: 4194.681152
	Iteration 44Q: 3 clusters Score -622426.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -622437.875000 Penalty: 4194.681152
	Iteration 45Q: 3 clusters Score -622437.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -622445.062500 Penalty: 4194.681152
	Iteration 46Q: 3 clusters Score -622445.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -622457.250000 Penalty: 4194.681152
	Iteration 47Q: 3 clusters Score -622457.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -622469.875000 Penalty: 4194.681152
	Iteration 48Q: 3 clusters Score -622469.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -622484.750000 Penalty: 4194.681152
	Iteration 49Q: 3 clusters Score -622484.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -622494.062500 Penalty: 4194.681152
	Iteration 50Q: 3 clusters Score -622494.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -622502.625000 Penalty: 4194.681152
	Iteration 51Q: 3 clusters Score -622502.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -622509.125000 Penalty: 4194.681152
	Iteration 52Q: 3 clusters Score -622509.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -622516.812500 Penalty: 4194.681152
	Iteration 53Q: 3 clusters Score -622516.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -622525.562500 Penalty: 4194.681152
	Iteration 54Q: 3 clusters Score -622525.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -622534.250000 Penalty: 4194.681152
	Iteration 55Q: 3 clusters Score -622534.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -622542.125000 Penalty: 4194.681152
	Iteration 56Q: 3 clusters Score -622542.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -622548.125000 Penalty: 4194.681152
	Iteration 57Q: 3 clusters Score -622548.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -622557.375000 Penalty: 4194.681152
	Iteration 58Q: 3 clusters Score -622557.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -622566.000000 Penalty: 4194.681152
	Iteration 59Q: 3 clusters Score -622566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -622578.125000 Penalty: 4194.681152
	Iteration 60F: 3 clusters Score -622578.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -622589.375000 Penalty: 4194.681152
	Iteration 61Q: 3 clusters Score -622589.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -622599.000000 Penalty: 4194.681152
	Iteration 62Q: 3 clusters Score -622599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -622608.937500 Penalty: 4194.681152
	Iteration 63Q: 3 clusters Score -622608.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -622616.750000 Penalty: 4194.681152
	Iteration 64Q: 3 clusters Score -622616.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -622625.000000 Penalty: 4194.681152
	Iteration 65Q: 3 clusters Score -622625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -622629.000000 Penalty: 4194.681152
	Iteration 66Q: 3 clusters Score -622629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -622633.250000 Penalty: 4194.681152
	Iteration 67Q: 3 clusters Score -622633.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -622640.375000 Penalty: 4194.681152
	Iteration 68Q: 3 clusters Score -622640.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -622648.062500 Penalty: 4194.681152
	Iteration 69Q: 3 clusters Score -622648.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -622659.062500 Penalty: 4194.681152
	Iteration 70Q: 3 clusters Score -622659.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -622667.875000 Penalty: 4194.681152
	Iteration 71Q: 3 clusters Score -622667.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -622676.062500 Penalty: 4194.681152
	Iteration 72Q: 3 clusters Score -622676.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -622684.312500 Penalty: 4194.681152
	Iteration 73Q: 3 clusters Score -622684.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -622691.250000 Penalty: 4194.681152
	Iteration 74Q: 3 clusters Score -622691.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -622695.500000 Penalty: 4194.681152
	Iteration 75Q: 3 clusters Score -622695.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -622702.625000 Penalty: 4194.681152
	Iteration 76Q: 3 clusters Score -622702.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -622706.937500 Penalty: 4194.681152
	Iteration 77Q: 3 clusters Score -622706.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -622712.250000 Penalty: 4194.681152
	Iteration 78Q: 3 clusters Score -622712.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -622723.187500 Penalty: 4194.681152
	Iteration 79Q: 3 clusters Score -622723.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -622727.625000 Penalty: 4194.681152
	Iteration 80F: 3 clusters Score -622727.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -622730.875000 Penalty: 4194.681152
	Iteration 81Q: 3 clusters Score -622730.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -622732.750000 Penalty: 4194.681152
	Iteration 82Q: 3 clusters Score -622732.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -622735.312500 Penalty: 4194.681152
	Iteration 83Q: 3 clusters Score -622735.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -622736.187500 Penalty: 4194.681152
	Iteration 84Q: 3 clusters Score -622736.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -622736.625000 Penalty: 4194.681152
	Iteration 85Q: 3 clusters Score -622736.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -622738.187500 Penalty: 4194.681152
	Iteration 86Q: 3 clusters Score -622738.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -622737.937500 Penalty: 4194.681152
	Iteration 87Q: 3 clusters Score -622737.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -622738.687500 Penalty: 4194.681152
	Iteration 88Q: 3 clusters Score -622738.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -622740.375000 Penalty: 4194.681152
	Iteration 89Q: 3 clusters Score -622740.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -622742.625000 Penalty: 4194.681152
	Iteration 90Q: 3 clusters Score -622742.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -622741.750000 Penalty: 4194.681152
	Iteration 91Q: 3 clusters Score -622741.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -622741.500000 Penalty: 4194.681152
	Iteration 92Q: 3 clusters Score -622741.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -622741.687500 Penalty: 4194.681152
	Iteration 93Q: 3 clusters Score -622741.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -622741.687500 Penalty: 4194.681152
	Iteration 94F: 3 clusters Score -622741.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (158099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158099 members 
Entering Unmasked Estep 
Score: -20956178.000000 Penalty: 2968.802246
	Iteration 0F: 2 clusters Score -2.095618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79095 members 
Mstep: Class 2 contains 79004 members 
Entering Unmasked Estep 
Score: -20852404.000000 Penalty: 5937.604492
	Iteration 0F: 3 clusters Score -2.08524e+07 nChanged 75497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79380 members 
Mstep: Class 2 contains 78719 members 
Entering Unmasked Estep 
Score: -20895440.000000 Penalty: 5937.604492
	Iteration 1F: 3 clusters Score -2.089544e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79516 members 
Mstep: Class 2 contains 78583 members 
Entering Unmasked Estep 
Score: -20896092.000000 Penalty: 5937.604492
	Iteration 2Q: 3 clusters Score -2.089609e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79626 members 
Mstep: Class 2 contains 78473 members 
Entering Unmasked Estep 
Score: -20896760.000000 Penalty: 5937.604492
	Iteration 3Q: 3 clusters Score -2.089676e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79655 members 
Mstep: Class 2 contains 78444 members 
Entering Unmasked Estep 
Score: -20897432.000000 Penalty: 5937.604492
	Iteration 4Q: 3 clusters Score -2.089743e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79767 members 
Mstep: Class 2 contains 78332 members 
Entering Unmasked Estep 
Score: -20898222.000000 Penalty: 5937.604492
	Iteration 5Q: 3 clusters Score -2.089822e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79879 members 
Mstep: Class 2 contains 78220 members 
Entering Unmasked Estep 
Score: -20899116.000000 Penalty: 5937.604492
	Iteration 6Q: 3 clusters Score -2.089912e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79975 members 
Mstep: Class 2 contains 78124 members 
Entering Unmasked Estep 
Score: -20900014.000000 Penalty: 5937.604492
	Iteration 7Q: 3 clusters Score -2.090001e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80155 members 
Mstep: Class 2 contains 77944 members 
Entering Unmasked Estep 
Score: -20901420.000000 Penalty: 5937.604492
	Iteration 8Q: 3 clusters Score -2.090142e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80332 members 
Mstep: Class 2 contains 77767 members 
Entering Unmasked Estep 
Score: -20903490.000000 Penalty: 5937.604492
	Iteration 9Q: 3 clusters Score -2.090349e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80643 members 
Mstep: Class 2 contains 77456 members 
Entering Unmasked Estep 
Score: -20906230.000000 Penalty: 5937.604492
	Iteration 10Q: 3 clusters Score -2.090623e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81148 members 
Mstep: Class 2 contains 76951 members 
Entering Unmasked Estep 
Score: -20910046.000000 Penalty: 5937.604492
	Iteration 11Q: 3 clusters Score -2.091005e+07 nChanged 8316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81968 members 
Mstep: Class 2 contains 76131 members 
Entering Unmasked Estep 
Score: -20914888.000000 Penalty: 5937.604492
	Iteration 12F: 3 clusters Score -2.091489e+07 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83047 members 
Mstep: Class 2 contains 75052 members 
Entering Unmasked Estep 
Score: -20920750.000000 Penalty: 5937.604492
	Iteration 13F: 3 clusters Score -2.092075e+07 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84214 members 
Mstep: Class 2 contains 73885 members 
Entering Unmasked Estep 
Score: -20926324.000000 Penalty: 5937.604492
	Iteration 14F: 3 clusters Score -2.092632e+07 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85069 members 
Mstep: Class 2 contains 73030 members 
Entering Unmasked Estep 
Score: -20929966.000000 Penalty: 5937.604492
	Iteration 15Q: 3 clusters Score -2.092997e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85566 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -20931610.000000 Penalty: 5937.604492
	Iteration 16Q: 3 clusters Score -2.093161e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85941 members 
Mstep: Class 2 contains 72158 members 
Entering Unmasked Estep 
Score: -20932424.000000 Penalty: 5937.604492
	Iteration 17Q: 3 clusters Score -2.093242e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86304 members 
Mstep: Class 2 contains 71795 members 
Entering Unmasked Estep 
Score: -20932824.000000 Penalty: 5937.604492
	Iteration 18Q: 3 clusters Score -2.093282e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86675 members 
Mstep: Class 2 contains 71424 members 
Entering Unmasked Estep 
Score: -20933136.000000 Penalty: 5937.604492
	Iteration 19Q: 3 clusters Score -2.093314e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87042 members 
Mstep: Class 2 contains 71057 members 
Entering Unmasked Estep 
Score: -20933366.000000 Penalty: 5937.604492
	Iteration 20F: 3 clusters Score -2.093337e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87358 members 
Mstep: Class 2 contains 70741 members 
Entering Unmasked Estep 
Score: -20933742.000000 Penalty: 5937.604492
	Iteration 21Q: 3 clusters Score -2.093374e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87657 members 
Mstep: Class 2 contains 70442 members 
Entering Unmasked Estep 
Score: -20934116.000000 Penalty: 5937.604492
	Iteration 22Q: 3 clusters Score -2.093412e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87890 members 
Mstep: Class 2 contains 70209 members 
Entering Unmasked Estep 
Score: -20934282.000000 Penalty: 5937.604492
	Iteration 23Q: 3 clusters Score -2.093428e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88133 members 
Mstep: Class 2 contains 69966 members 
Entering Unmasked Estep 
Score: -20934428.000000 Penalty: 5937.604492
	Iteration 24Q: 3 clusters Score -2.093443e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88343 members 
Mstep: Class 2 contains 69756 members 
Entering Unmasked Estep 
Score: -20934676.000000 Penalty: 5937.604492
	Iteration 25Q: 3 clusters Score -2.093468e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88463 members 
Mstep: Class 2 contains 69636 members 
Entering Unmasked Estep 
Score: -20935010.000000 Penalty: 5937.604492
	Iteration 26Q: 3 clusters Score -2.093501e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88533 members 
Mstep: Class 2 contains 69566 members 
Entering Unmasked Estep 
Score: -20935260.000000 Penalty: 5937.604492
	Iteration 27Q: 3 clusters Score -2.093526e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88559 members 
Mstep: Class 2 contains 69540 members 
Entering Unmasked Estep 
Score: -20935474.000000 Penalty: 5937.604492
	Iteration 28Q: 3 clusters Score -2.093547e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88581 members 
Mstep: Class 2 contains 69518 members 
Entering Unmasked Estep 
Score: -20935600.000000 Penalty: 5937.604492
	Iteration 29Q: 3 clusters Score -2.09356e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88592 members 
Mstep: Class 2 contains 69507 members 
Entering Unmasked Estep 
Score: -20935746.000000 Penalty: 5937.604492
	Iteration 30Q: 3 clusters Score -2.093575e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88579 members 
Mstep: Class 2 contains 69520 members 
Entering Unmasked Estep 
Score: -20935806.000000 Penalty: 5937.604492
	Iteration 31Q: 3 clusters Score -2.093581e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88518 members 
Mstep: Class 2 contains 69581 members 
Entering Unmasked Estep 
Score: -20935932.000000 Penalty: 5937.604492
	Iteration 32Q: 3 clusters Score -2.093593e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88388 members 
Mstep: Class 2 contains 69711 members 
Entering Unmasked Estep 
Score: -20936024.000000 Penalty: 5937.604492
	Iteration 33Q: 3 clusters Score -2.093602e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88243 members 
Mstep: Class 2 contains 69856 members 
Entering Unmasked Estep 
Score: -20936140.000000 Penalty: 5937.604492
	Iteration 34Q: 3 clusters Score -2.093614e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88094 members 
Mstep: Class 2 contains 70005 members 
Entering Unmasked Estep 
Score: -20936344.000000 Penalty: 5937.604492
	Iteration 35Q: 3 clusters Score -2.093634e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87962 members 
Mstep: Class 2 contains 70137 members 
Entering Unmasked Estep 
Score: -20936452.000000 Penalty: 5937.604492
	Iteration 36Q: 3 clusters Score -2.093645e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87781 members 
Mstep: Class 2 contains 70318 members 
Entering Unmasked Estep 
Score: -20936562.000000 Penalty: 5937.604492
	Iteration 37Q: 3 clusters Score -2.093656e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87594 members 
Mstep: Class 2 contains 70505 members 
Entering Unmasked Estep 
Score: -20936700.000000 Penalty: 5937.604492
	Iteration 38Q: 3 clusters Score -2.09367e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87381 members 
Mstep: Class 2 contains 70718 members 
Entering Unmasked Estep 
Score: -20936784.000000 Penalty: 5937.604492
	Iteration 39Q: 3 clusters Score -2.093678e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87145 members 
Mstep: Class 2 contains 70954 members 
Entering Unmasked Estep 
Score: -20936836.000000 Penalty: 5937.604492
	Iteration 40F: 3 clusters Score -2.093684e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86866 members 
Mstep: Class 2 contains 71233 members 
Entering Unmasked Estep 
Score: -20936910.000000 Penalty: 5937.604492
	Iteration 41Q: 3 clusters Score -2.093691e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86601 members 
Mstep: Class 2 contains 71498 members 
Entering Unmasked Estep 
Score: -20936988.000000 Penalty: 5937.604492
	Iteration 42Q: 3 clusters Score -2.093699e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86276 members 
Mstep: Class 2 contains 71823 members 
Entering Unmasked Estep 
Score: -20937104.000000 Penalty: 5937.604492
	Iteration 43Q: 3 clusters Score -2.09371e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85885 members 
Mstep: Class 2 contains 72214 members 
Entering Unmasked Estep 
Score: -20937126.000000 Penalty: 5937.604492
	Iteration 44Q: 3 clusters Score -2.093713e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85512 members 
Mstep: Class 2 contains 72587 members 
Entering Unmasked Estep 
Score: -20937194.000000 Penalty: 5937.604492
	Iteration 45Q: 3 clusters Score -2.093719e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85144 members 
Mstep: Class 2 contains 72955 members 
Entering Unmasked Estep 
Score: -20937278.000000 Penalty: 5937.604492
	Iteration 46Q: 3 clusters Score -2.093728e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84713 members 
Mstep: Class 2 contains 73386 members 
Entering Unmasked Estep 
Score: -20937374.000000 Penalty: 5937.604492
	Iteration 47Q: 3 clusters Score -2.093737e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84202 members 
Mstep: Class 2 contains 73897 members 
Entering Unmasked Estep 
Score: -20937450.000000 Penalty: 5937.604492
	Iteration 48Q: 3 clusters Score -2.093745e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83709 members 
Mstep: Class 2 contains 74390 members 
Entering Unmasked Estep 
Score: -20937624.000000 Penalty: 5937.604492
	Iteration 49Q: 3 clusters Score -2.093762e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 74856 members 
Entering Unmasked Estep 
Score: -20937648.000000 Penalty: 5937.604492
	Iteration 50Q: 3 clusters Score -2.093765e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82780 members 
Mstep: Class 2 contains 75319 members 
Entering Unmasked Estep 
Score: -20937846.000000 Penalty: 5937.604492
	Iteration 51Q: 3 clusters Score -2.093785e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82270 members 
Mstep: Class 2 contains 75829 members 
Entering Unmasked Estep 
Score: -20937958.000000 Penalty: 5937.604492
	Iteration 52Q: 3 clusters Score -2.093796e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81781 members 
Mstep: Class 2 contains 76318 members 
Entering Unmasked Estep 
Score: -20938070.000000 Penalty: 5937.604492
	Iteration 53Q: 3 clusters Score -2.093807e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81314 members 
Mstep: Class 2 contains 76785 members 
Entering Unmasked Estep 
Score: -20938192.000000 Penalty: 5937.604492
	Iteration 54Q: 3 clusters Score -2.093819e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80848 members 
Mstep: Class 2 contains 77251 members 
Entering Unmasked Estep 
Score: -20938488.000000 Penalty: 5937.604492
	Iteration 55Q: 3 clusters Score -2.093849e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80388 members 
Mstep: Class 2 contains 77711 members 
Entering Unmasked Estep 
Score: -20938696.000000 Penalty: 5937.604492
	Iteration 56Q: 3 clusters Score -2.09387e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79937 members 
Mstep: Class 2 contains 78162 members 
Entering Unmasked Estep 
Score: -20938734.000000 Penalty: 5937.604492
	Iteration 57Q: 3 clusters Score -2.093873e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79510 members 
Mstep: Class 2 contains 78589 members 
Entering Unmasked Estep 
Score: -20938868.000000 Penalty: 5937.604492
	Iteration 58Q: 3 clusters Score -2.093887e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79076 members 
Mstep: Class 2 contains 79023 members 
Entering Unmasked Estep 
Score: -20939008.000000 Penalty: 5937.604492
	Iteration 59Q: 3 clusters Score -2.093901e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78639 members 
Mstep: Class 2 contains 79460 members 
Entering Unmasked Estep 
Score: -20939328.000000 Penalty: 5937.604492
	Iteration 60F: 3 clusters Score -2.093933e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78175 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -20939520.000000 Penalty: 5937.604492
	Iteration 61Q: 3 clusters Score -2.093952e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77703 members 
Mstep: Class 2 contains 80396 members 
Entering Unmasked Estep 
Score: -20939690.000000 Penalty: 5937.604492
	Iteration 62Q: 3 clusters Score -2.093969e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77302 members 
Mstep: Class 2 contains 80797 members 
Entering Unmasked Estep 
Score: -20940040.000000 Penalty: 5937.604492
	Iteration 63Q: 3 clusters Score -2.094004e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76955 members 
Mstep: Class 2 contains 81144 members 
Entering Unmasked Estep 
Score: -20940154.000000 Penalty: 5937.604492
	Iteration 64Q: 3 clusters Score -2.094015e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76559 members 
Mstep: Class 2 contains 81540 members 
Entering Unmasked Estep 
Score: -20940318.000000 Penalty: 5937.604492
	Iteration 65Q: 3 clusters Score -2.094032e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 81881 members 
Entering Unmasked Estep 
Score: -20940558.000000 Penalty: 5937.604492
	Iteration 66Q: 3 clusters Score -2.094056e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75992 members 
Mstep: Class 2 contains 82107 members 
Entering Unmasked Estep 
Score: -20940604.000000 Penalty: 5937.604492
	Iteration 67Q: 3 clusters Score -2.09406e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75765 members 
Mstep: Class 2 contains 82334 members 
Entering Unmasked Estep 
Score: -20940718.000000 Penalty: 5937.604492
	Iteration 68Q: 3 clusters Score -2.094072e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75589 members 
Mstep: Class 2 contains 82510 members 
Entering Unmasked Estep 
Score: -20940830.000000 Penalty: 5937.604492
	Iteration 69Q: 3 clusters Score -2.094083e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75471 members 
Mstep: Class 2 contains 82628 members 
Entering Unmasked Estep 
Score: -20940908.000000 Penalty: 5937.604492
	Iteration 70Q: 3 clusters Score -2.094091e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75425 members 
Mstep: Class 2 contains 82674 members 
Entering Unmasked Estep 
Score: -20940996.000000 Penalty: 5937.604492
	Iteration 71Q: 3 clusters Score -2.0941e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75378 members 
Mstep: Class 2 contains 82721 members 
Entering Unmasked Estep 
Score: -20941072.000000 Penalty: 5937.604492
	Iteration 72Q: 3 clusters Score -2.094107e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75369 members 
Mstep: Class 2 contains 82730 members 
Entering Unmasked Estep 
Score: -20941186.000000 Penalty: 5937.604492
	Iteration 73Q: 3 clusters Score -2.094119e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75392 members 
Mstep: Class 2 contains 82707 members 
Entering Unmasked Estep 
Score: -20941216.000000 Penalty: 5937.604492
	Iteration 74Q: 3 clusters Score -2.094122e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75448 members 
Mstep: Class 2 contains 82651 members 
Entering Unmasked Estep 
Score: -20941332.000000 Penalty: 5937.604492
	Iteration 75Q: 3 clusters Score -2.094133e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75515 members 
Mstep: Class 2 contains 82584 members 
Entering Unmasked Estep 
Score: -20941428.000000 Penalty: 5937.604492
	Iteration 76Q: 3 clusters Score -2.094143e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75578 members 
Mstep: Class 2 contains 82521 members 
Entering Unmasked Estep 
Score: -20941428.000000 Penalty: 5937.604492
	Iteration 77Q: 3 clusters Score -2.094143e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75640 members 
Mstep: Class 2 contains 82459 members 
Entering Unmasked Estep 
Score: -20941416.000000 Penalty: 5937.604492
	Iteration 78Q: 3 clusters Score -2.094142e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75718 members 
Mstep: Class 2 contains 82381 members 
Entering Unmasked Estep 
Score: -20941448.000000 Penalty: 5937.604492
	Iteration 79Q: 3 clusters Score -2.094145e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75798 members 
Mstep: Class 2 contains 82301 members 
Entering Unmasked Estep 
Score: -20941474.000000 Penalty: 5937.604492
	Iteration 80F: 3 clusters Score -2.094147e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75888 members 
Mstep: Class 2 contains 82211 members 
Entering Unmasked Estep 
Score: -20941444.000000 Penalty: 5937.604492
	Iteration 81Q: 3 clusters Score -2.094144e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75966 members 
Mstep: Class 2 contains 82133 members 
Entering Unmasked Estep 
Score: -20941464.000000 Penalty: 5937.604492
	Iteration 82Q: 3 clusters Score -2.094146e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76018 members 
Mstep: Class 2 contains 82081 members 
Entering Unmasked Estep 
Score: -20941440.000000 Penalty: 5937.604492
	Iteration 83Q: 3 clusters Score -2.094144e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76054 members 
Mstep: Class 2 contains 82045 members 
Entering Unmasked Estep 
Score: -20941462.000000 Penalty: 5937.604492
	Iteration 84Q: 3 clusters Score -2.094146e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76097 members 
Mstep: Class 2 contains 82002 members 
Entering Unmasked Estep 
Score: -20941504.000000 Penalty: 5937.604492
	Iteration 85Q: 3 clusters Score -2.09415e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76161 members 
Mstep: Class 2 contains 81938 members 
Entering Unmasked Estep 
Score: -20941516.000000 Penalty: 5937.604492
	Iteration 86Q: 3 clusters Score -2.094152e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 81877 members 
Entering Unmasked Estep 
Score: -20941498.000000 Penalty: 5937.604492
	Iteration 87Q: 3 clusters Score -2.09415e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76296 members 
Mstep: Class 2 contains 81803 members 
Entering Unmasked Estep 
Score: -20941572.000000 Penalty: 5937.604492
	Iteration 88Q: 3 clusters Score -2.094157e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76349 members 
Mstep: Class 2 contains 81750 members 
Entering Unmasked Estep 
Score: -20941568.000000 Penalty: 5937.604492
	Iteration 89Q: 3 clusters Score -2.094157e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76398 members 
Mstep: Class 2 contains 81701 members 
Entering Unmasked Estep 
Score: -20941588.000000 Penalty: 5937.604492
	Iteration 90Q: 3 clusters Score -2.094159e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76444 members 
Mstep: Class 2 contains 81655 members 
Entering Unmasked Estep 
Score: -20941616.000000 Penalty: 5937.604492
	Iteration 91Q: 3 clusters Score -2.094162e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76500 members 
Mstep: Class 2 contains 81599 members 
Entering Unmasked Estep 
Score: -20941624.000000 Penalty: 5937.604492
	Iteration 92Q: 3 clusters Score -2.094162e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76525 members 
Mstep: Class 2 contains 81574 members 
Entering Unmasked Estep 
Score: -20941592.000000 Penalty: 5937.604492
	Iteration 93Q: 3 clusters Score -2.094159e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76527 members 
Mstep: Class 2 contains 81572 members 
Entering Unmasked Estep 
Score: -20941590.000000 Penalty: 5937.604492
	Iteration 94Q: 3 clusters Score -2.094159e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76525 members 
Mstep: Class 2 contains 81574 members 
Entering Unmasked Estep 
Score: -20941574.000000 Penalty: 5937.604492
	Iteration 95Q: 3 clusters Score -2.094157e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76530 members 
Mstep: Class 2 contains 81569 members 
Entering Unmasked Estep 
Score: -20941594.000000 Penalty: 5937.604492
	Iteration 96Q: 3 clusters Score -2.094159e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76530 members 
Mstep: Class 2 contains 81569 members 
Entering Unmasked Estep 
Score: -20941582.000000 Penalty: 5937.604492
	Iteration 97Q: 3 clusters Score -2.094158e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76547 members 
Mstep: Class 2 contains 81552 members 
Entering Unmasked Estep 
Score: -20941566.000000 Penalty: 5937.604492
	Iteration 98Q: 3 clusters Score -2.094157e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76558 members 
Mstep: Class 2 contains 81541 members 
Entering Unmasked Estep 
Score: -20941556.000000 Penalty: 5937.604492
	Iteration 99Q: 3 clusters Score -2.094156e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76570 members 
Mstep: Class 2 contains 81529 members 
Entering Unmasked Estep 
Score: -20941574.000000 Penalty: 5937.604492
	Iteration 100F: 3 clusters Score -2.094157e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76577 members 
Mstep: Class 2 contains 81522 members 
Entering Unmasked Estep 
Score: -20941590.000000 Penalty: 5937.604492
	Iteration 101Q: 3 clusters Score -2.094159e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76582 members 
Mstep: Class 2 contains 81517 members 
Entering Unmasked Estep 
Score: -20941592.000000 Penalty: 5937.604492
	Iteration 102Q: 3 clusters Score -2.094159e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76572 members 
Mstep: Class 2 contains 81527 members 
Entering Unmasked Estep 
Score: -20941590.000000 Penalty: 5937.604492
	Iteration 103Q: 3 clusters Score -2.094159e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76564 members 
Mstep: Class 2 contains 81535 members 
Entering Unmasked Estep 
Score: -20941614.000000 Penalty: 5937.604492
	Iteration 104Q: 3 clusters Score -2.094161e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76561 members 
Mstep: Class 2 contains 81538 members 
Entering Unmasked Estep 
Score: -20941592.000000 Penalty: 5937.604492
	Iteration 105Q: 3 clusters Score -2.094159e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76565 members 
Mstep: Class 2 contains 81534 members 
Entering Unmasked Estep 
Score: -20941606.000000 Penalty: 5937.604492
	Iteration 106Q: 3 clusters Score -2.094161e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76554 members 
Mstep: Class 2 contains 81545 members 
Entering Unmasked Estep 
Score: -20941622.000000 Penalty: 5937.604492
	Iteration 107Q: 3 clusters Score -2.094162e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76547 members 
Mstep: Class 2 contains 81552 members 
Entering Unmasked Estep 
Score: -20941640.000000 Penalty: 5937.604492
	Iteration 108Q: 3 clusters Score -2.094164e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76540 members 
Mstep: Class 2 contains 81559 members 
Entering Unmasked Estep 
Score: -20941634.000000 Penalty: 5937.604492
	Iteration 109Q: 3 clusters Score -2.094163e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76535 members 
Mstep: Class 2 contains 81564 members 
Entering Unmasked Estep 
Score: -20941610.000000 Penalty: 5937.604492
	Iteration 110Q: 3 clusters Score -2.094161e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76534 members 
Mstep: Class 2 contains 81565 members 
Entering Unmasked Estep 
Score: -20941600.000000 Penalty: 5937.604492
	Iteration 111Q: 3 clusters Score -2.09416e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76535 members 
Mstep: Class 2 contains 81564 members 
Entering Unmasked Estep 
Score: -20941628.000000 Penalty: 5937.604492
	Iteration 112Q: 3 clusters Score -2.094163e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76534 members 
Mstep: Class 2 contains 81565 members 
Entering Unmasked Estep 
Score: -20941638.000000 Penalty: 5937.604492
	Iteration 113Q: 3 clusters Score -2.094164e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76530 members 
Mstep: Class 2 contains 81569 members 
Entering Unmasked Estep 
Score: -20941624.000000 Penalty: 5937.604492
	Iteration 114Q: 3 clusters Score -2.094162e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76524 members 
Mstep: Class 2 contains 81575 members 
Entering Unmasked Estep 
Score: -20941630.000000 Penalty: 5937.604492
	Iteration 115Q: 3 clusters Score -2.094163e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76516 members 
Mstep: Class 2 contains 81583 members 
Entering Unmasked Estep 
Score: -20941630.000000 Penalty: 5937.604492
	Iteration 116Q: 3 clusters Score -2.094163e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76508 members 
Mstep: Class 2 contains 81591 members 
Entering Unmasked Estep 
Score: -20941644.000000 Penalty: 5937.604492
	Iteration 117Q: 3 clusters Score -2.094164e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76505 members 
Mstep: Class 2 contains 81594 members 
Entering Unmasked Estep 
Score: -20941636.000000 Penalty: 5937.604492
	Iteration 118Q: 3 clusters Score -2.094164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76503 members 
Mstep: Class 2 contains 81596 members 
Entering Unmasked Estep 
Score: -20941630.000000 Penalty: 5937.604492
	Iteration 119Q: 3 clusters Score -2.094163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76502 members 
Mstep: Class 2 contains 81597 members 
Entering Unmasked Estep 
Score: -20941622.000000 Penalty: 5937.604492
	Iteration 120F: 3 clusters Score -2.094162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76501 members 
Mstep: Class 2 contains 81598 members 
Entering Unmasked Estep 
Score: -20941618.000000 Penalty: 5937.604492
	Iteration 121Q: 3 clusters Score -2.094162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76499 members 
Mstep: Class 2 contains 81600 members 
Entering Unmasked Estep 
Score: -20941630.000000 Penalty: 5937.604492
	Iteration 122Q: 3 clusters Score -2.094163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76499 members 
Mstep: Class 2 contains 81600 members 
Entering Unmasked Estep 
Score: -20941618.000000 Penalty: 5937.604492
	Iteration 123Q: 3 clusters Score -2.094162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76499 members 
Mstep: Class 2 contains 81600 members 
Entering Unmasked Estep 
Score: -20941618.000000 Penalty: 5937.604492
	Iteration 124F: 3 clusters Score -2.094162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (73847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73847 members 
Entering Unmasked Estep 
Score: -9844903.000000 Penalty: 2780.018311
	Iteration 0F: 2 clusters Score -9844903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -9795483.000000 Penalty: 5560.036621
	Iteration 0F: 3 clusters Score -9795483 nChanged 34552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -9814904.000000 Penalty: 5560.036621
	Iteration 1F: 3 clusters Score -9814904 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -9815584.000000 Penalty: 5560.036621
	Iteration 2Q: 3 clusters Score -9815584 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -9816305.000000 Penalty: 5560.036621
	Iteration 3Q: 3 clusters Score -9816305 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -9817335.000000 Penalty: 5560.036621
	Iteration 4Q: 3 clusters Score -9817335 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -9818748.000000 Penalty: 5560.036621
	Iteration 5Q: 3 clusters Score -9818748 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -9820618.000000 Penalty: 5560.036621
	Iteration 6Q: 3 clusters Score -9820618 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -9823341.000000 Penalty: 5560.036621
	Iteration 7F: 3 clusters Score -9823341 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53554 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -9827057.000000 Penalty: 5560.036621
	Iteration 8F: 3 clusters Score -9827057 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58402 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -9831158.000000 Penalty: 5560.036621
	Iteration 9F: 3 clusters Score -9831158 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -9835087.000000 Penalty: 5560.036621
	Iteration 10F: 3 clusters Score -9835087 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66664 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -9838111.000000 Penalty: 5560.036621
	Iteration 11Q: 3 clusters Score -9838111 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69133 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -9840013.000000 Penalty: 5560.036621
	Iteration 12Q: 3 clusters Score -9840013 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70699 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -9841094.000000 Penalty: 5560.036621
	Iteration 13Q: 3 clusters Score -9841094 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71595 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -9841743.000000 Penalty: 5560.036621
	Iteration 14Q: 3 clusters Score -9841743 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72088 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -9842043.000000 Penalty: 5560.036621
	Iteration 15Q: 3 clusters Score -9842043 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72404 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -9842222.000000 Penalty: 5560.036621
	Iteration 16Q: 3 clusters Score -9842222 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72575 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -9842330.000000 Penalty: 5560.036621
	Iteration 17Q: 3 clusters Score -9842330 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72691 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -9842386.000000 Penalty: 5560.036621
	Iteration 18Q: 3 clusters Score -9842386 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72754 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -9842430.000000 Penalty: 5560.036621
	Iteration 19Q: 3 clusters Score -9842430 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72801 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -9842493.000000 Penalty: 5560.036621
	Iteration 20F: 3 clusters Score -9842493 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72839 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -9842532.000000 Penalty: 5560.036621
	Iteration 21Q: 3 clusters Score -9842532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72868 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9842548.000000 Penalty: 5560.036621
	Iteration 22Q: 3 clusters Score -9842548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72902 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -9842569.000000 Penalty: 5560.036621
	Iteration 23Q: 3 clusters Score -9842569 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72937 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -9842594.000000 Penalty: 5560.036621
	Iteration 24Q: 3 clusters Score -9842594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72962 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -9842607.000000 Penalty: 5560.036621
	Iteration 25Q: 3 clusters Score -9842607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72974 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -9842617.000000 Penalty: 5560.036621
	Iteration 26Q: 3 clusters Score -9842617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72991 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -9842637.000000 Penalty: 5560.036621
	Iteration 27Q: 3 clusters Score -9842637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73003 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -9842651.000000 Penalty: 5560.036621
	Iteration 28Q: 3 clusters Score -9842651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73013 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9842662.000000 Penalty: 5560.036621
	Iteration 29Q: 3 clusters Score -9842662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73030 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -9842665.000000 Penalty: 5560.036621
	Iteration 30Q: 3 clusters Score -9842665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73039 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9842682.000000 Penalty: 5560.036621
	Iteration 31Q: 3 clusters Score -9842682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73044 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -9842682.000000 Penalty: 5560.036621
	Iteration 32Q: 3 clusters Score -9842682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73046 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -9842687.000000 Penalty: 5560.036621
	Iteration 33Q: 3 clusters Score -9842687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73050 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9842683.000000 Penalty: 5560.036621
	Iteration 34Q: 3 clusters Score -9842683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9842689.000000 Penalty: 5560.036621
	Iteration 35Q: 3 clusters Score -9842689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9842689.000000 Penalty: 5560.036621
	Iteration 36F: 3 clusters Score -9842689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (158837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158837 members 
Entering Unmasked Estep 
Score: -21610532.000000 Penalty: 2969.957031
	Iteration 0F: 2 clusters Score -2.161053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79229 members 
Mstep: Class 2 contains 79608 members 
Entering Unmasked Estep 
Score: -21505870.000000 Penalty: 5939.914062
	Iteration 0F: 3 clusters Score -2.150587e+07 nChanged 76115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76876 members 
Mstep: Class 2 contains 81961 members 
Entering Unmasked Estep 
Score: -21549924.000000 Penalty: 5939.914062
	Iteration 1F: 3 clusters Score -2.154992e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75097 members 
Mstep: Class 2 contains 83740 members 
Entering Unmasked Estep 
Score: -21551024.000000 Penalty: 5939.914062
	Iteration 2Q: 3 clusters Score -2.155102e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72280 members 
Mstep: Class 2 contains 86557 members 
Entering Unmasked Estep 
Score: -21552550.000000 Penalty: 5939.914062
	Iteration 3Q: 3 clusters Score -2.155255e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67946 members 
Mstep: Class 2 contains 90891 members 
Entering Unmasked Estep 
Score: -21554614.000000 Penalty: 5939.914062
	Iteration 4Q: 3 clusters Score -2.155461e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61547 members 
Mstep: Class 2 contains 97290 members 
Entering Unmasked Estep 
Score: -21558512.000000 Penalty: 5939.914062
	Iteration 5Q: 3 clusters Score -2.155851e+07 nChanged 10067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52512 members 
Mstep: Class 2 contains 106325 members 
Entering Unmasked Estep 
Score: -21565230.000000 Penalty: 5939.914062
	Iteration 6F: 3 clusters Score -2.156523e+07 nChanged 12017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 117442 members 
Entering Unmasked Estep 
Score: -21574924.000000 Penalty: 5939.914062
	Iteration 7F: 3 clusters Score -2.157492e+07 nChanged 11739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 128431 members 
Entering Unmasked Estep 
Score: -21585786.000000 Penalty: 5939.914062
	Iteration 8F: 3 clusters Score -2.158579e+07 nChanged 9064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 136671 members 
Entering Unmasked Estep 
Score: -21594686.000000 Penalty: 5939.914062
	Iteration 9F: 3 clusters Score -2.159469e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 141434 members 
Entering Unmasked Estep 
Score: -21599674.000000 Penalty: 5939.914062
	Iteration 10Q: 3 clusters Score -2.159967e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 144204 members 
Entering Unmasked Estep 
Score: -21602224.000000 Penalty: 5939.914062
	Iteration 11Q: 3 clusters Score -2.160222e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 146129 members 
Entering Unmasked Estep 
Score: -21603640.000000 Penalty: 5939.914062
	Iteration 12Q: 3 clusters Score -2.160364e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 147754 members 
Entering Unmasked Estep 
Score: -21604600.000000 Penalty: 5939.914062
	Iteration 13Q: 3 clusters Score -2.16046e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 149187 members 
Entering Unmasked Estep 
Score: -21605292.000000 Penalty: 5939.914062
	Iteration 14Q: 3 clusters Score -2.160529e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 150504 members 
Entering Unmasked Estep 
Score: -21605904.000000 Penalty: 5939.914062
	Iteration 15Q: 3 clusters Score -2.16059e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 151673 members 
Entering Unmasked Estep 
Score: -21606360.000000 Penalty: 5939.914062
	Iteration 16Q: 3 clusters Score -2.160636e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 152662 members 
Entering Unmasked Estep 
Score: -21606744.000000 Penalty: 5939.914062
	Iteration 17Q: 3 clusters Score -2.160674e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 153498 members 
Entering Unmasked Estep 
Score: -21607116.000000 Penalty: 5939.914062
	Iteration 18Q: 3 clusters Score -2.160712e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 154252 members 
Entering Unmasked Estep 
Score: -21607360.000000 Penalty: 5939.914062
	Iteration 19Q: 3 clusters Score -2.160736e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 154936 members 
Entering Unmasked Estep 
Score: -21607496.000000 Penalty: 5939.914062
	Iteration 20F: 3 clusters Score -2.16075e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 155501 members 
Entering Unmasked Estep 
Score: -21607678.000000 Penalty: 5939.914062
	Iteration 21Q: 3 clusters Score -2.160768e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 155988 members 
Entering Unmasked Estep 
Score: -21607830.000000 Penalty: 5939.914062
	Iteration 22Q: 3 clusters Score -2.160783e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 156370 members 
Entering Unmasked Estep 
Score: -21607930.000000 Penalty: 5939.914062
	Iteration 23Q: 3 clusters Score -2.160793e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 156690 members 
Entering Unmasked Estep 
Score: -21607998.000000 Penalty: 5939.914062
	Iteration 24Q: 3 clusters Score -2.1608e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 156944 members 
Entering Unmasked Estep 
Score: -21608040.000000 Penalty: 5939.914062
	Iteration 25Q: 3 clusters Score -2.160804e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 157139 members 
Entering Unmasked Estep 
Score: -21608072.000000 Penalty: 5939.914062
	Iteration 26Q: 3 clusters Score -2.160807e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 157299 members 
Entering Unmasked Estep 
Score: -21608082.000000 Penalty: 5939.914062
	Iteration 27Q: 3 clusters Score -2.160808e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 157419 members 
Entering Unmasked Estep 
Score: -21608102.000000 Penalty: 5939.914062
	Iteration 28Q: 3 clusters Score -2.16081e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 157525 members 
Entering Unmasked Estep 
Score: -21608156.000000 Penalty: 5939.914062
	Iteration 29Q: 3 clusters Score -2.160816e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 157603 members 
Entering Unmasked Estep 
Score: -21608184.000000 Penalty: 5939.914062
	Iteration 30Q: 3 clusters Score -2.160818e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 157664 members 
Entering Unmasked Estep 
Score: -21608172.000000 Penalty: 5939.914062
	Iteration 31Q: 3 clusters Score -2.160817e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 157719 members 
Entering Unmasked Estep 
Score: -21608192.000000 Penalty: 5939.914062
	Iteration 32Q: 3 clusters Score -2.160819e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 157757 members 
Entering Unmasked Estep 
Score: -21608216.000000 Penalty: 5939.914062
	Iteration 33Q: 3 clusters Score -2.160822e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 157789 members 
Entering Unmasked Estep 
Score: -21608222.000000 Penalty: 5939.914062
	Iteration 34Q: 3 clusters Score -2.160822e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 157821 members 
Entering Unmasked Estep 
Score: -21608224.000000 Penalty: 5939.914062
	Iteration 35Q: 3 clusters Score -2.160822e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 157860 members 
Entering Unmasked Estep 
Score: -21608250.000000 Penalty: 5939.914062
	Iteration 36Q: 3 clusters Score -2.160825e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 157881 members 
Entering Unmasked Estep 
Score: -21608278.000000 Penalty: 5939.914062
	Iteration 37Q: 3 clusters Score -2.160828e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 157904 members 
Entering Unmasked Estep 
Score: -21608252.000000 Penalty: 5939.914062
	Iteration 38Q: 3 clusters Score -2.160825e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 157918 members 
Entering Unmasked Estep 
Score: -21608258.000000 Penalty: 5939.914062
	Iteration 39Q: 3 clusters Score -2.160826e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 157928 members 
Entering Unmasked Estep 
Score: -21608256.000000 Penalty: 5939.914062
	Iteration 40F: 3 clusters Score -2.160826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 157935 members 
Entering Unmasked Estep 
Score: -21608246.000000 Penalty: 5939.914062
	Iteration 41Q: 3 clusters Score -2.160825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 157938 members 
Entering Unmasked Estep 
Score: -21608248.000000 Penalty: 5939.914062
	Iteration 42Q: 3 clusters Score -2.160825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 157940 members 
Entering Unmasked Estep 
Score: -21608258.000000 Penalty: 5939.914062
	Iteration 43Q: 3 clusters Score -2.160826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 157942 members 
Entering Unmasked Estep 
Score: -21608258.000000 Penalty: 5939.914062
	Iteration 44Q: 3 clusters Score -2.160826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 157944 members 
Entering Unmasked Estep 
Score: -21608250.000000 Penalty: 5939.914062
	Iteration 45Q: 3 clusters Score -2.160825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 157947 members 
Entering Unmasked Estep 
Score: -21608264.000000 Penalty: 5939.914062
	Iteration 46Q: 3 clusters Score -2.160826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 157947 members 
Entering Unmasked Estep 
Score: -21608254.000000 Penalty: 5939.914062
	Iteration 47Q: 3 clusters Score -2.160825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 157948 members 
Entering Unmasked Estep 
Score: -21608268.000000 Penalty: 5939.914062
	Iteration 48Q: 3 clusters Score -2.160827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 157949 members 
Entering Unmasked Estep 
Score: -21608272.000000 Penalty: 5939.914062
	Iteration 49Q: 3 clusters Score -2.160827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 157951 members 
Entering Unmasked Estep 
Score: -21608248.000000 Penalty: 5939.914062
	Iteration 50Q: 3 clusters Score -2.160825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 157956 members 
Entering Unmasked Estep 
Score: -21608262.000000 Penalty: 5939.914062
	Iteration 51Q: 3 clusters Score -2.160826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 157960 members 
Entering Unmasked Estep 
Score: -21608256.000000 Penalty: 5939.914062
	Iteration 52Q: 3 clusters Score -2.160826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 157962 members 
Entering Unmasked Estep 
Score: -21608260.000000 Penalty: 5939.914062
	Iteration 53Q: 3 clusters Score -2.160826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 157964 members 
Entering Unmasked Estep 
Score: -21608262.000000 Penalty: 5939.914062
	Iteration 54Q: 3 clusters Score -2.160826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 157965 members 
Entering Unmasked Estep 
Score: -21608268.000000 Penalty: 5939.914062
	Iteration 55Q: 3 clusters Score -2.160827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 157966 members 
Entering Unmasked Estep 
Score: -21608262.000000 Penalty: 5939.914062
	Iteration 56Q: 3 clusters Score -2.160826e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 157966 members 
Entering Unmasked Estep 
Score: -21608262.000000 Penalty: 5939.914062
	Iteration 57F: 3 clusters Score -2.160826e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (127792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127792 members 
Entering Unmasked Estep 
Score: -17287858.000000 Penalty: 2916.023682
	Iteration 0F: 2 clusters Score -1.728786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63914 members 
Mstep: Class 2 contains 63878 members 
Entering Unmasked Estep 
Score: -17202684.000000 Penalty: 5832.047363
	Iteration 0F: 3 clusters Score -1.720268e+07 nChanged 60907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64657 members 
Mstep: Class 2 contains 63135 members 
Entering Unmasked Estep 
Score: -17237764.000000 Penalty: 5832.047363
	Iteration 1F: 3 clusters Score -1.723776e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65042 members 
Mstep: Class 2 contains 62750 members 
Entering Unmasked Estep 
Score: -17238482.000000 Penalty: 5832.047363
	Iteration 2Q: 3 clusters Score -1.723848e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65704 members 
Mstep: Class 2 contains 62088 members 
Entering Unmasked Estep 
Score: -17239294.000000 Penalty: 5832.047363
	Iteration 3Q: 3 clusters Score -1.723929e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66671 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -17240028.000000 Penalty: 5832.047363
	Iteration 4Q: 3 clusters Score -1.724003e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67963 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
Score: -17240958.000000 Penalty: 5832.047363
	Iteration 5Q: 3 clusters Score -1.724096e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69833 members 
Mstep: Class 2 contains 57959 members 
Entering Unmasked Estep 
Score: -17242224.000000 Penalty: 5832.047363
	Iteration 6Q: 3 clusters Score -1.724222e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72405 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -17243948.000000 Penalty: 5832.047363
	Iteration 7Q: 3 clusters Score -1.724395e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75871 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -17246388.000000 Penalty: 5832.047363
	Iteration 8Q: 3 clusters Score -1.724639e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80011 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -17249584.000000 Penalty: 5832.047363
	Iteration 9Q: 3 clusters Score -1.724958e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84815 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -17254252.000000 Penalty: 5832.047363
	Iteration 10F: 3 clusters Score -1.725425e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89708 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -17259594.000000 Penalty: 5832.047363
	Iteration 11F: 3 clusters Score -1.725959e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93813 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -17264792.000000 Penalty: 5832.047363
	Iteration 12F: 3 clusters Score -1.726479e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96885 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -17268536.000000 Penalty: 5832.047363
	Iteration 13Q: 3 clusters Score -1.726854e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99248 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -17270650.000000 Penalty: 5832.047363
	Iteration 14Q: 3 clusters Score -1.727065e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101289 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -17271958.000000 Penalty: 5832.047363
	Iteration 15Q: 3 clusters Score -1.727196e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103204 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -17272772.000000 Penalty: 5832.047363
	Iteration 16Q: 3 clusters Score -1.727277e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105109 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -17273680.000000 Penalty: 5832.047363
	Iteration 17Q: 3 clusters Score -1.727368e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106980 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -17274554.000000 Penalty: 5832.047363
	Iteration 18Q: 3 clusters Score -1.727455e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108812 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -17275448.000000 Penalty: 5832.047363
	Iteration 19Q: 3 clusters Score -1.727545e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110581 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -17276284.000000 Penalty: 5832.047363
	Iteration 20F: 3 clusters Score -1.727628e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112323 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -17277240.000000 Penalty: 5832.047363
	Iteration 21Q: 3 clusters Score -1.727724e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113873 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -17278106.000000 Penalty: 5832.047363
	Iteration 22Q: 3 clusters Score -1.727811e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115330 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -17278820.000000 Penalty: 5832.047363
	Iteration 23Q: 3 clusters Score -1.727882e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116731 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -17279602.000000 Penalty: 5832.047363
	Iteration 24Q: 3 clusters Score -1.72796e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118028 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -17280320.000000 Penalty: 5832.047363
	Iteration 25Q: 3 clusters Score -1.728032e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119278 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -17281028.000000 Penalty: 5832.047363
	Iteration 26Q: 3 clusters Score -1.728103e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120374 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -17281658.000000 Penalty: 5832.047363
	Iteration 27Q: 3 clusters Score -1.728166e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121343 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -17282144.000000 Penalty: 5832.047363
	Iteration 28Q: 3 clusters Score -1.728214e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122209 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -17282646.000000 Penalty: 5832.047363
	Iteration 29Q: 3 clusters Score -1.728265e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123008 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -17283098.000000 Penalty: 5832.047363
	Iteration 30Q: 3 clusters Score -1.72831e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123712 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -17283542.000000 Penalty: 5832.047363
	Iteration 31Q: 3 clusters Score -1.728354e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124284 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -17283898.000000 Penalty: 5832.047363
	Iteration 32Q: 3 clusters Score -1.72839e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124755 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -17284152.000000 Penalty: 5832.047363
	Iteration 33Q: 3 clusters Score -1.728415e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125110 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -17284426.000000 Penalty: 5832.047363
	Iteration 34Q: 3 clusters Score -1.728443e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125411 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -17284594.000000 Penalty: 5832.047363
	Iteration 35Q: 3 clusters Score -1.728459e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125655 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -17284722.000000 Penalty: 5832.047363
	Iteration 36Q: 3 clusters Score -1.728472e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125837 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -17284800.000000 Penalty: 5832.047363
	Iteration 37Q: 3 clusters Score -1.72848e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125980 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -17284870.000000 Penalty: 5832.047363
	Iteration 38Q: 3 clusters Score -1.728487e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126096 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -17284930.000000 Penalty: 5832.047363
	Iteration 39Q: 3 clusters Score -1.728493e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126202 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -17284996.000000 Penalty: 5832.047363
	Iteration 40F: 3 clusters Score -1.7285e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126281 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -17285044.000000 Penalty: 5832.047363
	Iteration 41Q: 3 clusters Score -1.728504e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126369 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -17285098.000000 Penalty: 5832.047363
	Iteration 42Q: 3 clusters Score -1.72851e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126425 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -17285112.000000 Penalty: 5832.047363
	Iteration 43Q: 3 clusters Score -1.728511e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126473 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -17285136.000000 Penalty: 5832.047363
	Iteration 44Q: 3 clusters Score -1.728514e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126522 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -17285142.000000 Penalty: 5832.047363
	Iteration 45Q: 3 clusters Score -1.728514e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126569 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -17285172.000000 Penalty: 5832.047363
	Iteration 46Q: 3 clusters Score -1.728517e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126608 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -17285198.000000 Penalty: 5832.047363
	Iteration 47Q: 3 clusters Score -1.72852e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126640 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -17285202.000000 Penalty: 5832.047363
	Iteration 48Q: 3 clusters Score -1.72852e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126665 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -17285220.000000 Penalty: 5832.047363
	Iteration 49Q: 3 clusters Score -1.728522e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126684 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -17285224.000000 Penalty: 5832.047363
	Iteration 50Q: 3 clusters Score -1.728522e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126700 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -17285240.000000 Penalty: 5832.047363
	Iteration 51Q: 3 clusters Score -1.728524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126714 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -17285252.000000 Penalty: 5832.047363
	Iteration 52Q: 3 clusters Score -1.728525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126723 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -17285258.000000 Penalty: 5832.047363
	Iteration 53Q: 3 clusters Score -1.728526e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126733 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -17285274.000000 Penalty: 5832.047363
	Iteration 54Q: 3 clusters Score -1.728527e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126741 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -17285290.000000 Penalty: 5832.047363
	Iteration 55Q: 3 clusters Score -1.728529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126752 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -17285280.000000 Penalty: 5832.047363
	Iteration 56Q: 3 clusters Score -1.728528e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126760 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -17285294.000000 Penalty: 5832.047363
	Iteration 57Q: 3 clusters Score -1.728529e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126772 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -17285310.000000 Penalty: 5832.047363
	Iteration 58Q: 3 clusters Score -1.728531e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126778 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -17285328.000000 Penalty: 5832.047363
	Iteration 59Q: 3 clusters Score -1.728533e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126788 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -17285318.000000 Penalty: 5832.047363
	Iteration 60F: 3 clusters Score -1.728532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126794 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -17285322.000000 Penalty: 5832.047363
	Iteration 61Q: 3 clusters Score -1.728532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126797 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -17285322.000000 Penalty: 5832.047363
	Iteration 62Q: 3 clusters Score -1.728532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126798 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -17285332.000000 Penalty: 5832.047363
	Iteration 63Q: 3 clusters Score -1.728533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126806 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -17285334.000000 Penalty: 5832.047363
	Iteration 64Q: 3 clusters Score -1.728533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126815 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -17285338.000000 Penalty: 5832.047363
	Iteration 65Q: 3 clusters Score -1.728534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126823 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -17285344.000000 Penalty: 5832.047363
	Iteration 66Q: 3 clusters Score -1.728534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126828 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -17285354.000000 Penalty: 5832.047363
	Iteration 67Q: 3 clusters Score -1.728535e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126835 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -17285346.000000 Penalty: 5832.047363
	Iteration 68Q: 3 clusters Score -1.728535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126843 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -17285354.000000 Penalty: 5832.047363
	Iteration 69Q: 3 clusters Score -1.728535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126852 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -17285364.000000 Penalty: 5832.047363
	Iteration 70Q: 3 clusters Score -1.728536e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126858 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -17285366.000000 Penalty: 5832.047363
	Iteration 71Q: 3 clusters Score -1.728537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126864 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -17285392.000000 Penalty: 5832.047363
	Iteration 72Q: 3 clusters Score -1.728539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126866 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -17285392.000000 Penalty: 5832.047363
	Iteration 73Q: 3 clusters Score -1.728539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126865 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -17285400.000000 Penalty: 5832.047363
	Iteration 74Q: 3 clusters Score -1.72854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126870 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -17285406.000000 Penalty: 5832.047363
	Iteration 75Q: 3 clusters Score -1.728541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126874 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -17285398.000000 Penalty: 5832.047363
	Iteration 76Q: 3 clusters Score -1.72854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126879 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -17285402.000000 Penalty: 5832.047363
	Iteration 77Q: 3 clusters Score -1.72854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126881 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -17285408.000000 Penalty: 5832.047363
	Iteration 78Q: 3 clusters Score -1.728541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126882 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -17285410.000000 Penalty: 5832.047363
	Iteration 79Q: 3 clusters Score -1.728541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126883 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -17285412.000000 Penalty: 5832.047363
	Iteration 80F: 3 clusters Score -1.728541e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Entering Unmasked Estep 
Score: -786759.750000 Penalty: 2150.181396
	Iteration 0F: 2 clusters Score -786759.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -781699.062500 Penalty: 4300.362793
	Iteration 0F: 3 clusters Score -781699.1 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -782893.937500 Penalty: 4300.362793
	Iteration 1F: 3 clusters Score -782893.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -783114.937500 Penalty: 4300.362793
	Iteration 2F: 3 clusters Score -783114.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -783264.062500 Penalty: 4300.362793
	Iteration 3F: 3 clusters Score -783264.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -783369.312500 Penalty: 4300.362793
	Iteration 4Q: 3 clusters Score -783369.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -783453.625000 Penalty: 4300.362793
	Iteration 5Q: 3 clusters Score -783453.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -783534.500000 Penalty: 4300.362793
	Iteration 6Q: 3 clusters Score -783534.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -783606.750000 Penalty: 4300.362793
	Iteration 7Q: 3 clusters Score -783606.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -783684.187500 Penalty: 4300.362793
	Iteration 8Q: 3 clusters Score -783684.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -783766.750000 Penalty: 4300.362793
	Iteration 9Q: 3 clusters Score -783766.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -783849.187500 Penalty: 4300.362793
	Iteration 10Q: 3 clusters Score -783849.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -783948.187500 Penalty: 4300.362793
	Iteration 11Q: 3 clusters Score -783948.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -784046.500000 Penalty: 4300.362793
	Iteration 12Q: 3 clusters Score -784046.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -784154.562500 Penalty: 4300.362793
	Iteration 13Q: 3 clusters Score -784154.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -784250.312500 Penalty: 4300.362793
	Iteration 14Q: 3 clusters Score -784250.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -784331.937500 Penalty: 4300.362793
	Iteration 15Q: 3 clusters Score -784331.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -784411.562500 Penalty: 4300.362793
	Iteration 16Q: 3 clusters Score -784411.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -784471.250000 Penalty: 4300.362793
	Iteration 17Q: 3 clusters Score -784471.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -784527.687500 Penalty: 4300.362793
	Iteration 18Q: 3 clusters Score -784527.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -784575.250000 Penalty: 4300.362793
	Iteration 19Q: 3 clusters Score -784575.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -784623.375000 Penalty: 4300.362793
	Iteration 20F: 3 clusters Score -784623.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -784670.875000 Penalty: 4300.362793
	Iteration 21Q: 3 clusters Score -784670.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -784717.062500 Penalty: 4300.362793
	Iteration 22Q: 3 clusters Score -784717.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -784738.937500 Penalty: 4300.362793
	Iteration 23Q: 3 clusters Score -784738.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -784752.250000 Penalty: 4300.362793
	Iteration 24Q: 3 clusters Score -784752.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -784767.562500 Penalty: 4300.362793
	Iteration 25Q: 3 clusters Score -784767.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -784779.500000 Penalty: 4300.362793
	Iteration 26Q: 3 clusters Score -784779.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -784800.250000 Penalty: 4300.362793
	Iteration 27Q: 3 clusters Score -784800.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -784813.187500 Penalty: 4300.362793
	Iteration 28Q: 3 clusters Score -784813.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -784823.625000 Penalty: 4300.362793
	Iteration 29Q: 3 clusters Score -784823.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -784829.312500 Penalty: 4300.362793
	Iteration 30Q: 3 clusters Score -784829.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -784836.625000 Penalty: 4300.362793
	Iteration 31Q: 3 clusters Score -784836.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -784845.937500 Penalty: 4300.362793
	Iteration 32Q: 3 clusters Score -784845.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -784852.312500 Penalty: 4300.362793
	Iteration 33Q: 3 clusters Score -784852.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -784855.375000 Penalty: 4300.362793
	Iteration 34Q: 3 clusters Score -784855.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -784862.187500 Penalty: 4300.362793
	Iteration 35Q: 3 clusters Score -784862.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -784865.625000 Penalty: 4300.362793
	Iteration 36Q: 3 clusters Score -784865.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -784867.750000 Penalty: 4300.362793
	Iteration 37Q: 3 clusters Score -784867.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -784871.687500 Penalty: 4300.362793
	Iteration 38Q: 3 clusters Score -784871.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -784880.750000 Penalty: 4300.362793
	Iteration 39Q: 3 clusters Score -784880.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -784882.750000 Penalty: 4300.362793
	Iteration 40F: 3 clusters Score -784882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -784883.687500 Penalty: 4300.362793
	Iteration 41Q: 3 clusters Score -784883.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -784884.187500 Penalty: 4300.362793
	Iteration 42Q: 3 clusters Score -784884.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -784884.187500 Penalty: 4300.362793
	Iteration 43F: 3 clusters Score -784884.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3808 members 
Mstep: Class 3 contains 157240 members 
Mstep: Class 4 contains 79161 members 
Mstep: Class 5 contains 161174 members 
Mstep: Class 6 contains 86762 members 
Mstep: Class 7 contains 2893 members 
Mstep: Class 8 contains 6888 members 
Mstep: Class 9 contains 700 members 
Mstep: Class 10 contains 156304 members 
Mstep: Class 11 contains 163177 members 
Mstep: Class 12 contains 28594 members 
Mstep: Class 13 contains 416 members 
Mstep: Class 14 contains 1036 members 
Mstep: Class 15 contains 626 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 4708 members 
Mstep: Class 18 contains 158099 members 
Mstep: Class 19 contains 73847 members 
Mstep: Class 20 contains 158837 members 
Mstep: Class 21 contains 127792 members 
Mstep: Class 22 contains 5826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435824.000000 Penalty: 84149.148438
Iteration 119Q: 25 clusters Score -1.804358e+08 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3817 members 
Mstep: Class 3 contains 157190 members 
Mstep: Class 4 contains 79132 members 
Mstep: Class 5 contains 161188 members 
Mstep: Class 6 contains 86638 members 
Mstep: Class 7 contains 2895 members 
Mstep: Class 8 contains 6880 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 156372 members 
Mstep: Class 11 contains 163143 members 
Mstep: Class 12 contains 28497 members 
Mstep: Class 13 contains 416 members 
Mstep: Class 14 contains 1036 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 4775 members 
Mstep: Class 18 contains 158097 members 
Mstep: Class 19 contains 72726 members 
Mstep: Class 20 contains 159000 members 
Mstep: Class 21 contains 128962 members 
Mstep: Class 22 contains 5807 members 
Mstep: Class 23 contains 447 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436608.000000 Penalty: 84149.148438
Iteration 120F: 25 clusters Score -1.804366e+08 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3818 members 
Mstep: Class 3 contains 157218 members 
Mstep: Class 4 contains 79124 members 
Mstep: Class 5 contains 161194 members 
Mstep: Class 6 contains 86541 members 
Mstep: Class 7 contains 2895 members 
Mstep: Class 8 contains 6868 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 156426 members 
Mstep: Class 11 contains 163070 members 
Mstep: Class 12 contains 28393 members 
Mstep: Class 13 contains 414 members 
Mstep: Class 14 contains 1034 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 4846 members 
Mstep: Class 18 contains 158120 members 
Mstep: Class 19 contains 71614 members 
Mstep: Class 20 contains 159106 members 
Mstep: Class 21 contains 130099 members 
Mstep: Class 22 contains 5791 members 
Mstep: Class 23 contains 459 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436928.000000 Penalty: 84149.148438
Iteration 121Q: 25 clusters Score -1.804369e+08 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3822 members 
Mstep: Class 3 contains 157266 members 
Mstep: Class 4 contains 79111 members 
Mstep: Class 5 contains 161221 members 
Mstep: Class 6 contains 86451 members 
Mstep: Class 7 contains 2896 members 
Mstep: Class 8 contains 6860 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 156443 members 
Mstep: Class 11 contains 162997 members 
Mstep: Class 12 contains 28306 members 
Mstep: Class 13 contains 403 members 
Mstep: Class 14 contains 1031 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 4921 members 
Mstep: Class 18 contains 158139 members 
Mstep: Class 19 contains 70549 members 
Mstep: Class 20 contains 159192 members 
Mstep: Class 21 contains 131183 members 
Mstep: Class 22 contains 5770 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437088.000000 Penalty: 84149.148438
Iteration 122Q: 25 clusters Score -1.804371e+08 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3815 members 
Mstep: Class 3 contains 157319 members 
Mstep: Class 4 contains 79107 members 
Mstep: Class 5 contains 161183 members 
Mstep: Class 6 contains 86370 members 
Mstep: Class 7 contains 2896 members 
Mstep: Class 8 contains 6845 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 156453 members 
Mstep: Class 11 contains 162949 members 
Mstep: Class 12 contains 28220 members 
Mstep: Class 13 contains 393 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 4989 members 
Mstep: Class 18 contains 158109 members 
Mstep: Class 19 contains 69543 members 
Mstep: Class 20 contains 159365 members 
Mstep: Class 21 contains 132225 members 
Mstep: Class 22 contains 5744 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436848.000000 Penalty: 84149.148438
Iteration 123Q: 25 clusters Score -1.804368e+08 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3810 members 
Mstep: Class 3 contains 157383 members 
Mstep: Class 4 contains 79076 members 
Mstep: Class 5 contains 161173 members 
Mstep: Class 6 contains 86266 members 
Mstep: Class 7 contains 2897 members 
Mstep: Class 8 contains 6835 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 156474 members 
Mstep: Class 11 contains 162929 members 
Mstep: Class 12 contains 28159 members 
Mstep: Class 13 contains 389 members 
Mstep: Class 14 contains 1022 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5036 members 
Mstep: Class 18 contains 158083 members 
Mstep: Class 19 contains 68532 members 
Mstep: Class 20 contains 159503 members 
Mstep: Class 21 contains 133233 members 
Mstep: Class 22 contains 5747 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436768.000000 Penalty: 84149.148438
Iteration 124Q: 25 clusters Score -1.804368e+08 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3801 members 
Mstep: Class 3 contains 157490 members 
Mstep: Class 4 contains 79054 members 
Mstep: Class 5 contains 161141 members 
Mstep: Class 6 contains 86187 members 
Mstep: Class 7 contains 2898 members 
Mstep: Class 8 contains 6824 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 156503 members 
Mstep: Class 11 contains 162951 members 
Mstep: Class 12 contains 28107 members 
Mstep: Class 13 contains 389 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 158080 members 
Mstep: Class 19 contains 67535 members 
Mstep: Class 20 contains 159564 members 
Mstep: Class 21 contains 134173 members 
Mstep: Class 22 contains 5745 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436976.000000 Penalty: 84149.148438
Iteration 125Q: 25 clusters Score -1.80437e+08 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3792 members 
Mstep: Class 3 contains 157593 members 
Mstep: Class 4 contains 79027 members 
Mstep: Class 5 contains 161140 members 
Mstep: Class 6 contains 86095 members 
Mstep: Class 7 contains 2899 members 
Mstep: Class 8 contains 6807 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 156593 members 
Mstep: Class 11 contains 162938 members 
Mstep: Class 12 contains 28065 members 
Mstep: Class 13 contains 389 members 
Mstep: Class 14 contains 1018 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5129 members 
Mstep: Class 18 contains 158137 members 
Mstep: Class 19 contains 66505 members 
Mstep: Class 20 contains 159608 members 
Mstep: Class 21 contains 135072 members 
Mstep: Class 22 contains 5739 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437168.000000 Penalty: 84149.148438
Iteration 126Q: 25 clusters Score -1.804372e+08 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3792 members 
Mstep: Class 3 contains 157732 members 
Mstep: Class 4 contains 79000 members 
Mstep: Class 5 contains 161069 members 
Mstep: Class 6 contains 86001 members 
Mstep: Class 7 contains 2899 members 
Mstep: Class 8 contains 6787 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 156727 members 
Mstep: Class 11 contains 162947 members 
Mstep: Class 12 contains 28024 members 
Mstep: Class 13 contains 389 members 
Mstep: Class 14 contains 1017 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5177 members 
Mstep: Class 18 contains 158160 members 
Mstep: Class 19 contains 65525 members 
Mstep: Class 20 contains 159645 members 
Mstep: Class 21 contains 135920 members 
Mstep: Class 22 contains 5736 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436992.000000 Penalty: 84149.148438
Iteration 127Q: 25 clusters Score -1.80437e+08 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3792 members 
Mstep: Class 3 contains 157875 members 
Mstep: Class 4 contains 79002 members 
Mstep: Class 5 contains 161047 members 
Mstep: Class 6 contains 85923 members 
Mstep: Class 7 contains 2899 members 
Mstep: Class 8 contains 6771 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 156867 members 
Mstep: Class 11 contains 162948 members 
Mstep: Class 12 contains 27975 members 
Mstep: Class 13 contains 389 members 
Mstep: Class 14 contains 1017 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5212 members 
Mstep: Class 18 contains 158200 members 
Mstep: Class 19 contains 64510 members 
Mstep: Class 20 contains 159633 members 
Mstep: Class 21 contains 136756 members 
Mstep: Class 22 contains 5733 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436592.000000 Penalty: 84149.148438
Iteration 128Q: 25 clusters Score -1.804366e+08 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3791 members 
Mstep: Class 3 contains 157978 members 
Mstep: Class 4 contains 78986 members 
Mstep: Class 5 contains 161008 members 
Mstep: Class 6 contains 85862 members 
Mstep: Class 7 contains 2899 members 
Mstep: Class 8 contains 6754 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 157011 members 
Mstep: Class 11 contains 162913 members 
Mstep: Class 12 contains 27925 members 
Mstep: Class 13 contains 389 members 
Mstep: Class 14 contains 1017 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 158205 members 
Mstep: Class 19 contains 63536 members 
Mstep: Class 20 contains 159633 members 
Mstep: Class 21 contains 137666 members 
Mstep: Class 22 contains 5735 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436640.000000 Penalty: 84149.148438
Iteration 129Q: 25 clusters Score -1.804366e+08 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3790 members 
Mstep: Class 3 contains 158041 members 
Mstep: Class 4 contains 78952 members 
Mstep: Class 5 contains 160994 members 
Mstep: Class 6 contains 85797 members 
Mstep: Class 7 contains 2898 members 
Mstep: Class 8 contains 6728 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 157135 members 
Mstep: Class 11 contains 162930 members 
Mstep: Class 12 contains 27867 members 
Mstep: Class 13 contains 389 members 
Mstep: Class 14 contains 1017 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5267 members 
Mstep: Class 18 contains 158215 members 
Mstep: Class 19 contains 62609 members 
Mstep: Class 20 contains 159639 members 
Mstep: Class 21 contains 138541 members 
Mstep: Class 22 contains 5743 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436496.000000 Penalty: 84149.148438
Iteration 130Q: 25 clusters Score -1.804365e+08 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3788 members 
Mstep: Class 3 contains 158141 members 
Mstep: Class 4 contains 78912 members 
Mstep: Class 5 contains 160945 members 
Mstep: Class 6 contains 85726 members 
Mstep: Class 7 contains 2898 members 
Mstep: Class 8 contains 6710 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 157213 members 
Mstep: Class 11 contains 162951 members 
Mstep: Class 12 contains 27825 members 
Mstep: Class 13 contains 389 members 
Mstep: Class 14 contains 1019 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5306 members 
Mstep: Class 18 contains 158238 members 
Mstep: Class 19 contains 61691 members 
Mstep: Class 20 contains 159647 members 
Mstep: Class 21 contains 139421 members 
Mstep: Class 22 contains 5733 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436480.000000 Penalty: 84149.148438
Iteration 131Q: 25 clusters Score -1.804365e+08 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3788 members 
Mstep: Class 3 contains 158203 members 
Mstep: Class 4 contains 78895 members 
Mstep: Class 5 contains 160911 members 
Mstep: Class 6 contains 85664 members 
Mstep: Class 7 contains 2897 members 
Mstep: Class 8 contains 6699 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 157256 members 
Mstep: Class 11 contains 162985 members 
Mstep: Class 12 contains 27778 members 
Mstep: Class 13 contains 389 members 
Mstep: Class 14 contains 1018 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5334 members 
Mstep: Class 18 contains 158259 members 
Mstep: Class 19 contains 60740 members 
Mstep: Class 20 contains 159656 members 
Mstep: Class 21 contains 140353 members 
Mstep: Class 22 contains 5727 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436816.000000 Penalty: 84149.148438
Iteration 132Q: 25 clusters Score -1.804368e+08 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3788 members 
Mstep: Class 3 contains 158196 members 
Mstep: Class 4 contains 78850 members 
Mstep: Class 5 contains 160886 members 
Mstep: Class 6 contains 85616 members 
Mstep: Class 7 contains 2897 members 
Mstep: Class 8 contains 6683 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 157305 members 
Mstep: Class 11 contains 163033 members 
Mstep: Class 12 contains 27734 members 
Mstep: Class 13 contains 389 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5349 members 
Mstep: Class 18 contains 158254 members 
Mstep: Class 19 contains 59809 members 
Mstep: Class 20 contains 159658 members 
Mstep: Class 21 contains 141369 members 
Mstep: Class 22 contains 5716 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437184.000000 Penalty: 84149.148438
Iteration 133Q: 25 clusters Score -1.804372e+08 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3788 members 
Mstep: Class 3 contains 158190 members 
Mstep: Class 4 contains 78818 members 
Mstep: Class 5 contains 160859 members 
Mstep: Class 6 contains 85564 members 
Mstep: Class 7 contains 2894 members 
Mstep: Class 8 contains 6667 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 157335 members 
Mstep: Class 11 contains 163051 members 
Mstep: Class 12 contains 27680 members 
Mstep: Class 13 contains 389 members 
Mstep: Class 14 contains 1017 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5358 members 
Mstep: Class 18 contains 158247 members 
Mstep: Class 19 contains 58929 members 
Mstep: Class 20 contains 159652 members 
Mstep: Class 21 contains 142410 members 
Mstep: Class 22 contains 5703 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437344.000000 Penalty: 84149.148438
Iteration 134Q: 25 clusters Score -1.804373e+08 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3795 members 
Mstep: Class 3 contains 158142 members 
Mstep: Class 4 contains 78790 members 
Mstep: Class 5 contains 160801 members 
Mstep: Class 6 contains 85513 members 
Mstep: Class 7 contains 2895 members 
Mstep: Class 8 contains 6650 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 157318 members 
Mstep: Class 11 contains 163005 members 
Mstep: Class 12 contains 27627 members 
Mstep: Class 13 contains 389 members 
Mstep: Class 14 contains 1015 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5363 members 
Mstep: Class 18 contains 158250 members 
Mstep: Class 19 contains 58136 members 
Mstep: Class 20 contains 159527 members 
Mstep: Class 21 contains 143641 members 
Mstep: Class 22 contains 5695 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437872.000000 Penalty: 84149.148438
Iteration 135Q: 25 clusters Score -1.804379e+08 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3804 members 
Mstep: Class 3 contains 158019 members 
Mstep: Class 4 contains 78740 members 
Mstep: Class 5 contains 160726 members 
Mstep: Class 6 contains 85462 members 
Mstep: Class 7 contains 2894 members 
Mstep: Class 8 contains 6633 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 157279 members 
Mstep: Class 11 contains 162969 members 
Mstep: Class 12 contains 27579 members 
Mstep: Class 13 contains 389 members 
Mstep: Class 14 contains 1014 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5367 members 
Mstep: Class 18 contains 158245 members 
Mstep: Class 19 contains 57459 members 
Mstep: Class 20 contains 159274 members 
Mstep: Class 21 contains 145029 members 
Mstep: Class 22 contains 5670 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438176.000000 Penalty: 84149.148438
Iteration 136Q: 25 clusters Score -1.804382e+08 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3808 members 
Mstep: Class 3 contains 157910 members 
Mstep: Class 4 contains 78669 members 
Mstep: Class 5 contains 160657 members 
Mstep: Class 6 contains 85427 members 
Mstep: Class 7 contains 2893 members 
Mstep: Class 8 contains 6618 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 157140 members 
Mstep: Class 11 contains 162906 members 
Mstep: Class 12 contains 27534 members 
Mstep: Class 13 contains 389 members 
Mstep: Class 14 contains 1013 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5376 members 
Mstep: Class 18 contains 158227 members 
Mstep: Class 19 contains 56860 members 
Mstep: Class 20 contains 158943 members 
Mstep: Class 21 contains 146524 members 
Mstep: Class 22 contains 5658 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438960.000000 Penalty: 84149.148438
Iteration 137Q: 25 clusters Score -1.80439e+08 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3816 members 
Mstep: Class 3 contains 157747 members 
Mstep: Class 4 contains 78572 members 
Mstep: Class 5 contains 160550 members 
Mstep: Class 6 contains 85388 members 
Mstep: Class 7 contains 2893 members 
Mstep: Class 8 contains 6605 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 156899 members 
Mstep: Class 11 contains 162868 members 
Mstep: Class 12 contains 27466 members 
Mstep: Class 13 contains 389 members 
Mstep: Class 14 contains 1012 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5381 members 
Mstep: Class 18 contains 158168 members 
Mstep: Class 19 contains 56413 members 
Mstep: Class 20 contains 158466 members 
Mstep: Class 21 contains 148277 members 
Mstep: Class 22 contains 5643 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439904.000000 Penalty: 84149.148438
Iteration 138Q: 25 clusters Score -1.804399e+08 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3819 members 
Mstep: Class 3 contains 157526 members 
Mstep: Class 4 contains 78452 members 
Mstep: Class 5 contains 160449 members 
Mstep: Class 6 contains 85350 members 
Mstep: Class 7 contains 2893 members 
Mstep: Class 8 contains 6591 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 156499 members 
Mstep: Class 11 contains 162760 members 
Mstep: Class 12 contains 27412 members 
Mstep: Class 13 contains 389 members 
Mstep: Class 14 contains 1012 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5380 members 
Mstep: Class 18 contains 157998 members 
Mstep: Class 19 contains 56198 members 
Mstep: Class 20 contains 157778 members 
Mstep: Class 21 contains 150426 members 
Mstep: Class 22 contains 5621 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440336.000000 Penalty: 84149.148438
Iteration 139Q: 25 clusters Score -1.804403e+08 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3817 members 
Mstep: Class 3 contains 157259 members 
Mstep: Class 4 contains 78357 members 
Mstep: Class 5 contains 160396 members 
Mstep: Class 6 contains 85302 members 
Mstep: Class 7 contains 2894 members 
Mstep: Class 8 contains 6583 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 155900 members 
Mstep: Class 11 contains 162588 members 
Mstep: Class 12 contains 27368 members 
Mstep: Class 13 contains 389 members 
Mstep: Class 14 contains 1012 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5378 members 
Mstep: Class 18 contains 157758 members 
Mstep: Class 19 contains 56103 members 
Mstep: Class 20 contains 156777 members 
Mstep: Class 21 contains 153067 members 
Mstep: Class 22 contains 5604 members 
Mstep: Class 23 contains 485 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180441680.000000 Penalty: 84149.148438
Iteration 140F: 25 clusters Score -1.804417e+08 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3821 members 
Mstep: Class 3 contains 156940 members 
Mstep: Class 4 contains 78180 members 
Mstep: Class 5 contains 160201 members 
Mstep: Class 6 contains 85217 members 
Mstep: Class 7 contains 2893 members 
Mstep: Class 8 contains 6577 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 155181 members 
Mstep: Class 11 contains 162314 members 
Mstep: Class 12 contains 27321 members 
Mstep: Class 13 contains 374 members 
Mstep: Class 14 contains 1011 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5373 members 
Mstep: Class 18 contains 157470 members 
Mstep: Class 19 contains 56223 members 
Mstep: Class 20 contains 155576 members 
Mstep: Class 21 contains 156281 members 
Mstep: Class 22 contains 5584 members 
Mstep: Class 23 contains 512 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180443840.000000 Penalty: 84149.148438
Iteration 141Q: 25 clusters Score -1.804438e+08 nChanged 10255
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3821 members 
Mstep: Class 3 contains 156457 members 
Mstep: Class 4 contains 77966 members 
Mstep: Class 5 contains 159982 members 
Mstep: Class 6 contains 85137 members 
Mstep: Class 7 contains 2891 members 
Mstep: Class 8 contains 6566 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 154275 members 
Mstep: Class 11 contains 161908 members 
Mstep: Class 12 contains 27279 members 
Mstep: Class 13 contains 353 members 
Mstep: Class 14 contains 1012 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5355 members 
Mstep: Class 18 contains 157115 members 
Mstep: Class 19 contains 56641 members 
Mstep: Class 20 contains 153877 members 
Mstep: Class 21 contains 160310 members 
Mstep: Class 22 contains 5573 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180445632.000000 Penalty: 84149.148438
Iteration 142Q: 25 clusters Score -1.804456e+08 nChanged 13731
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3825 members 
Mstep: Class 3 contains 155888 members 
Mstep: Class 4 contains 77734 members 
Mstep: Class 5 contains 159811 members 
Mstep: Class 6 contains 85035 members 
Mstep: Class 7 contains 2893 members 
Mstep: Class 8 contains 6552 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 153219 members 
Mstep: Class 11 contains 161423 members 
Mstep: Class 12 contains 27206 members 
Mstep: Class 13 contains 350 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5339 members 
Mstep: Class 18 contains 156781 members 
Mstep: Class 19 contains 57410 members 
Mstep: Class 20 contains 151475 members 
Mstep: Class 21 contains 165040 members 
Mstep: Class 22 contains 5526 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180446016.000000 Penalty: 84149.148438
Iteration 143Q: 25 clusters Score -1.80446e+08 nChanged 17278
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3831 members 
Mstep: Class 3 contains 155324 members 
Mstep: Class 4 contains 77474 members 
Mstep: Class 5 contains 159671 members 
Mstep: Class 6 contains 84909 members 
Mstep: Class 7 contains 2894 members 
Mstep: Class 8 contains 6536 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 151980 members 
Mstep: Class 11 contains 160869 members 
Mstep: Class 12 contains 27151 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5342 members 
Mstep: Class 18 contains 156495 members 
Mstep: Class 19 contains 58429 members 
Mstep: Class 20 contains 148417 members 
Mstep: Class 21 contains 170371 members 
Mstep: Class 22 contains 5470 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180444912.000000 Penalty: 84149.148438
Iteration 144Q: 25 clusters Score -1.804449e+08 nChanged 20465
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3838 members 
Mstep: Class 3 contains 154839 members 
Mstep: Class 4 contains 77213 members 
Mstep: Class 5 contains 159618 members 
Mstep: Class 6 contains 84785 members 
Mstep: Class 7 contains 2891 members 
Mstep: Class 8 contains 6518 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 150867 members 
Mstep: Class 11 contains 160237 members 
Mstep: Class 12 contains 27098 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5334 members 
Mstep: Class 18 contains 156280 members 
Mstep: Class 19 contains 59607 members 
Mstep: Class 20 contains 144900 members 
Mstep: Class 21 contains 175740 members 
Mstep: Class 22 contains 5400 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180442352.000000 Penalty: 84149.148438
Iteration 145Q: 25 clusters Score -1.804424e+08 nChanged 23332
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3842 members 
Mstep: Class 3 contains 154490 members 
Mstep: Class 4 contains 77038 members 
Mstep: Class 5 contains 159583 members 
Mstep: Class 6 contains 84635 members 
Mstep: Class 7 contains 2889 members 
Mstep: Class 8 contains 6506 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 150024 members 
Mstep: Class 11 contains 159564 members 
Mstep: Class 12 contains 27026 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5345 members 
Mstep: Class 18 contains 156158 members 
Mstep: Class 19 contains 61036 members 
Mstep: Class 20 contains 140915 members 
Mstep: Class 21 contains 180768 members 
Mstep: Class 22 contains 5349 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438112.000000 Penalty: 84149.148438
Iteration 146Q: 25 clusters Score -1.804381e+08 nChanged 24695
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3855 members 
Mstep: Class 3 contains 154266 members 
Mstep: Class 4 contains 76874 members 
Mstep: Class 5 contains 159636 members 
Mstep: Class 6 contains 84535 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 6500 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 149729 members 
Mstep: Class 11 contains 159015 members 
Mstep: Class 12 contains 27000 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5350 members 
Mstep: Class 18 contains 156226 members 
Mstep: Class 19 contains 62579 members 
Mstep: Class 20 contains 136773 members 
Mstep: Class 21 contains 184617 members 
Mstep: Class 22 contains 5331 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180434384.000000 Penalty: 84149.148438
Iteration 147Q: 25 clusters Score -1.804344e+08 nChanged 24256
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3860 members 
Mstep: Class 3 contains 154376 members 
Mstep: Class 4 contains 76862 members 
Mstep: Class 5 contains 159770 members 
Mstep: Class 6 contains 84467 members 
Mstep: Class 7 contains 2878 members 
Mstep: Class 8 contains 6488 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 150114 members 
Mstep: Class 11 contains 158698 members 
Mstep: Class 12 contains 26954 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5377 members 
Mstep: Class 18 contains 156431 members 
Mstep: Class 19 contains 64139 members 
Mstep: Class 20 contains 132812 members 
Mstep: Class 21 contains 186619 members 
Mstep: Class 22 contains 5327 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180430576.000000 Penalty: 84149.148438
Iteration 148Q: 25 clusters Score -1.804306e+08 nChanged 21917
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3869 members 
Mstep: Class 3 contains 154963 members 
Mstep: Class 4 contains 77011 members 
Mstep: Class 5 contains 160148 members 
Mstep: Class 6 contains 84402 members 
Mstep: Class 7 contains 2879 members 
Mstep: Class 8 contains 6472 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 151105 members 
Mstep: Class 11 contains 158644 members 
Mstep: Class 12 contains 26905 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5409 members 
Mstep: Class 18 contains 156854 members 
Mstep: Class 19 contains 65641 members 
Mstep: Class 20 contains 129357 members 
Mstep: Class 21 contains 186165 members 
Mstep: Class 22 contains 5345 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180429472.000000 Penalty: 84149.148438
Iteration 149Q: 25 clusters Score -1.804295e+08 nChanged 18543
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3867 members 
Mstep: Class 3 contains 155894 members 
Mstep: Class 4 contains 77193 members 
Mstep: Class 5 contains 160665 members 
Mstep: Class 6 contains 84366 members 
Mstep: Class 7 contains 2876 members 
Mstep: Class 8 contains 6459 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 152590 members 
Mstep: Class 11 contains 158784 members 
Mstep: Class 12 contains 26860 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5449 members 
Mstep: Class 18 contains 157485 members 
Mstep: Class 19 contains 67081 members 
Mstep: Class 20 contains 126626 members 
Mstep: Class 21 contains 183586 members 
Mstep: Class 22 contains 5398 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180429472.000000 Penalty: 84149.148438
Iteration 150Q: 25 clusters Score -1.804295e+08 nChanged 15204
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3864 members 
Mstep: Class 3 contains 157038 members 
Mstep: Class 4 contains 77408 members 
Mstep: Class 5 contains 161221 members 
Mstep: Class 6 contains 84335 members 
Mstep: Class 7 contains 2877 members 
Mstep: Class 8 contains 6444 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 154368 members 
Mstep: Class 11 contains 159020 members 
Mstep: Class 12 contains 26829 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5457 members 
Mstep: Class 18 contains 158277 members 
Mstep: Class 19 contains 68431 members 
Mstep: Class 20 contains 124531 members 
Mstep: Class 21 contains 179616 members 
Mstep: Class 22 contains 5468 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180430960.000000 Penalty: 84149.148438
Iteration 151Q: 25 clusters Score -1.80431e+08 nChanged 12613
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3850 members 
Mstep: Class 3 contains 158289 members 
Mstep: Class 4 contains 77618 members 
Mstep: Class 5 contains 161648 members 
Mstep: Class 6 contains 84303 members 
Mstep: Class 7 contains 2874 members 
Mstep: Class 8 contains 6429 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 156224 members 
Mstep: Class 11 contains 159221 members 
Mstep: Class 12 contains 26799 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5498 members 
Mstep: Class 18 contains 158968 members 
Mstep: Class 19 contains 69704 members 
Mstep: Class 20 contains 122844 members 
Mstep: Class 21 contains 175398 members 
Mstep: Class 22 contains 5516 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180433312.000000 Penalty: 84149.148438
Iteration 152Q: 25 clusters Score -1.804333e+08 nChanged 11131
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3848 members 
Mstep: Class 3 contains 159551 members 
Mstep: Class 4 contains 77739 members 
Mstep: Class 5 contains 161965 members 
Mstep: Class 6 contains 84259 members 
Mstep: Class 7 contains 2875 members 
Mstep: Class 8 contains 6418 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 157959 members 
Mstep: Class 11 contains 159439 members 
Mstep: Class 12 contains 26749 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5526 members 
Mstep: Class 18 contains 159543 members 
Mstep: Class 19 contains 70885 members 
Mstep: Class 20 contains 121418 members 
Mstep: Class 21 contains 171430 members 
Mstep: Class 22 contains 5578 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180433200.000000 Penalty: 84149.148438
Iteration 153Q: 25 clusters Score -1.804332e+08 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3846 members 
Mstep: Class 3 contains 160736 members 
Mstep: Class 4 contains 77803 members 
Mstep: Class 5 contains 162150 members 
Mstep: Class 6 contains 84191 members 
Mstep: Class 7 contains 2877 members 
Mstep: Class 8 contains 6413 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 159486 members 
Mstep: Class 11 contains 159667 members 
Mstep: Class 12 contains 26705 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5554 members 
Mstep: Class 18 contains 159986 members 
Mstep: Class 19 contains 71968 members 
Mstep: Class 20 contains 120169 members 
Mstep: Class 21 contains 168007 members 
Mstep: Class 22 contains 5621 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180433648.000000 Penalty: 84149.148438
Iteration 154Q: 25 clusters Score -1.804336e+08 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3842 members 
Mstep: Class 3 contains 161779 members 
Mstep: Class 4 contains 77861 members 
Mstep: Class 5 contains 162268 members 
Mstep: Class 6 contains 84132 members 
Mstep: Class 7 contains 2875 members 
Mstep: Class 8 contains 6401 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 160773 members 
Mstep: Class 11 contains 159933 members 
Mstep: Class 12 contains 26662 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5571 members 
Mstep: Class 18 contains 160247 members 
Mstep: Class 19 contains 72931 members 
Mstep: Class 20 contains 118989 members 
Mstep: Class 21 contains 165263 members 
Mstep: Class 22 contains 5652 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180434512.000000 Penalty: 84149.148438
Iteration 155Q: 25 clusters Score -1.804345e+08 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3838 members 
Mstep: Class 3 contains 162704 members 
Mstep: Class 4 contains 77924 members 
Mstep: Class 5 contains 162379 members 
Mstep: Class 6 contains 84070 members 
Mstep: Class 7 contains 2877 members 
Mstep: Class 8 contains 6395 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 161825 members 
Mstep: Class 11 contains 160147 members 
Mstep: Class 12 contains 26605 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5577 members 
Mstep: Class 18 contains 160401 members 
Mstep: Class 19 contains 73776 members 
Mstep: Class 20 contains 117845 members 
Mstep: Class 21 contains 163158 members 
Mstep: Class 22 contains 5661 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180434896.000000 Penalty: 84149.148438
Iteration 156Q: 25 clusters Score -1.804349e+08 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3827 members 
Mstep: Class 3 contains 163379 members 
Mstep: Class 4 contains 77974 members 
Mstep: Class 5 contains 162461 members 
Mstep: Class 6 contains 84015 members 
Mstep: Class 7 contains 2880 members 
Mstep: Class 8 contains 6389 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 162531 members 
Mstep: Class 11 contains 160349 members 
Mstep: Class 12 contains 26571 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5606 members 
Mstep: Class 18 contains 160465 members 
Mstep: Class 19 contains 74524 members 
Mstep: Class 20 contains 116787 members 
Mstep: Class 21 contains 161748 members 
Mstep: Class 22 contains 5682 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435808.000000 Penalty: 84149.148438
Iteration 157Q: 25 clusters Score -1.804358e+08 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3820 members 
Mstep: Class 3 contains 163902 members 
Mstep: Class 4 contains 77983 members 
Mstep: Class 5 contains 162533 members 
Mstep: Class 6 contains 83953 members 
Mstep: Class 7 contains 2879 members 
Mstep: Class 8 contains 6387 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 162974 members 
Mstep: Class 11 contains 160571 members 
Mstep: Class 12 contains 26526 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 971 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5613 members 
Mstep: Class 18 contains 160548 members 
Mstep: Class 19 contains 75185 members 
Mstep: Class 20 contains 115818 members 
Mstep: Class 21 contains 160809 members 
Mstep: Class 22 contains 5690 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436752.000000 Penalty: 84149.148438
Iteration 158Q: 25 clusters Score -1.804368e+08 nChanged 7625
Entering ConstructFrom: 
Score: -180436752.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -138957.656250 Penalty: 1730.365845
	Iteration 0F: 2 clusters Score -138957.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -136977.390625 Penalty: 3460.731689
	Iteration 0F: 3 clusters Score -136977.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -137280.484375 Penalty: 3460.731689
	Iteration 1F: 3 clusters Score -137280.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -137355.375000 Penalty: 3460.731689
	Iteration 2F: 3 clusters Score -137355.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -137389.859375 Penalty: 3460.731689
	Iteration 3Q: 3 clusters Score -137389.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -137414.828125 Penalty: 3460.731689
	Iteration 4Q: 3 clusters Score -137414.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -137428.875000 Penalty: 3460.731689
	Iteration 5Q: 3 clusters Score -137428.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -137435.953125 Penalty: 3460.731689
	Iteration 6Q: 3 clusters Score -137436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -137440.156250 Penalty: 3460.731689
	Iteration 7Q: 3 clusters Score -137440.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -137444.000000 Penalty: 3460.731689
	Iteration 8Q: 3 clusters Score -137444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -137446.921875 Penalty: 3460.731689
	Iteration 9Q: 3 clusters Score -137446.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -137447.250000 Penalty: 3460.731689
	Iteration 10Q: 3 clusters Score -137447.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -137447.250000 Penalty: 3460.731689
	Iteration 11F: 3 clusters Score -137447.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Entering Unmasked Estep 
Score: -503628.781250 Penalty: 2045.375610
	Iteration 0F: 2 clusters Score -503628.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -499827.187500 Penalty: 4090.751221
	Iteration 0F: 3 clusters Score -499827.2 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -500616.250000 Penalty: 4090.751221
	Iteration 1F: 3 clusters Score -500616.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -500814.718750 Penalty: 4090.751221
	Iteration 2F: 3 clusters Score -500814.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -500974.937500 Penalty: 4090.751221
	Iteration 3F: 3 clusters Score -500974.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -501086.750000 Penalty: 4090.751221
	Iteration 4Q: 3 clusters Score -501086.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -501183.500000 Penalty: 4090.751221
	Iteration 5Q: 3 clusters Score -501183.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -501265.156250 Penalty: 4090.751221
	Iteration 6Q: 3 clusters Score -501265.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -501337.968750 Penalty: 4090.751221
	Iteration 7Q: 3 clusters Score -501338 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -501398.562500 Penalty: 4090.751221
	Iteration 8Q: 3 clusters Score -501398.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -501440.531250 Penalty: 4090.751221
	Iteration 9Q: 3 clusters Score -501440.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -501482.187500 Penalty: 4090.751221
	Iteration 10Q: 3 clusters Score -501482.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -501525.937500 Penalty: 4090.751221
	Iteration 11Q: 3 clusters Score -501525.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -501573.250000 Penalty: 4090.751221
	Iteration 12Q: 3 clusters Score -501573.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -501623.531250 Penalty: 4090.751221
	Iteration 13Q: 3 clusters Score -501623.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -501684.593750 Penalty: 4090.751221
	Iteration 14Q: 3 clusters Score -501684.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -501735.281250 Penalty: 4090.751221
	Iteration 15Q: 3 clusters Score -501735.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -501777.031250 Penalty: 4090.751221
	Iteration 16Q: 3 clusters Score -501777 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -501809.687500 Penalty: 4090.751221
	Iteration 17Q: 3 clusters Score -501809.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -501839.343750 Penalty: 4090.751221
	Iteration 18Q: 3 clusters Score -501839.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -501864.531250 Penalty: 4090.751221
	Iteration 19Q: 3 clusters Score -501864.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -501896.000000 Penalty: 4090.751221
	Iteration 20F: 3 clusters Score -501896 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -501928.187500 Penalty: 4090.751221
	Iteration 21Q: 3 clusters Score -501928.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -501957.937500 Penalty: 4090.751221
	Iteration 22Q: 3 clusters Score -501957.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -501978.093750 Penalty: 4090.751221
	Iteration 23Q: 3 clusters Score -501978.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -501994.125000 Penalty: 4090.751221
	Iteration 24Q: 3 clusters Score -501994.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -502006.468750 Penalty: 4090.751221
	Iteration 25Q: 3 clusters Score -502006.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -502018.031250 Penalty: 4090.751221
	Iteration 26Q: 3 clusters Score -502018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -502023.250000 Penalty: 4090.751221
	Iteration 27Q: 3 clusters Score -502023.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -502027.906250 Penalty: 4090.751221
	Iteration 28Q: 3 clusters Score -502027.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -502033.968750 Penalty: 4090.751221
	Iteration 29Q: 3 clusters Score -502034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -502037.187500 Penalty: 4090.751221
	Iteration 30Q: 3 clusters Score -502037.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -502039.906250 Penalty: 4090.751221
	Iteration 31Q: 3 clusters Score -502039.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -502042.718750 Penalty: 4090.751221
	Iteration 32Q: 3 clusters Score -502042.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -502044.531250 Penalty: 4090.751221
	Iteration 33Q: 3 clusters Score -502044.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -502047.906250 Penalty: 4090.751221
	Iteration 34Q: 3 clusters Score -502047.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -502049.343750 Penalty: 4090.751221
	Iteration 35Q: 3 clusters Score -502049.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -502051.593750 Penalty: 4090.751221
	Iteration 36Q: 3 clusters Score -502051.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -502054.031250 Penalty: 4090.751221
	Iteration 37Q: 3 clusters Score -502054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -502054.937500 Penalty: 4090.751221
	Iteration 38Q: 3 clusters Score -502054.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -502056.687500 Penalty: 4090.751221
	Iteration 39Q: 3 clusters Score -502056.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -502057.625000 Penalty: 4090.751221
	Iteration 40F: 3 clusters Score -502057.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (164218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164218 members 
Entering Unmasked Estep 
Score: -21775324.000000 Penalty: 2978.219727
	Iteration 0F: 2 clusters Score -2.177532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82022 members 
Mstep: Class 2 contains 82196 members 
Entering Unmasked Estep 
Score: -21667802.000000 Penalty: 5956.439453
	Iteration 0F: 3 clusters Score -2.16678e+07 nChanged 78808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82072 members 
Mstep: Class 2 contains 82146 members 
Entering Unmasked Estep 
Score: -21713892.000000 Penalty: 5956.439453
	Iteration 1F: 3 clusters Score -2.171389e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82270 members 
Mstep: Class 2 contains 81948 members 
Entering Unmasked Estep 
Score: -21714752.000000 Penalty: 5956.439453
	Iteration 2Q: 3 clusters Score -2.171475e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82509 members 
Mstep: Class 2 contains 81709 members 
Entering Unmasked Estep 
Score: -21715972.000000 Penalty: 5956.439453
	Iteration 3Q: 3 clusters Score -2.171597e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82838 members 
Mstep: Class 2 contains 81380 members 
Entering Unmasked Estep 
Score: -21717374.000000 Penalty: 5956.439453
	Iteration 4Q: 3 clusters Score -2.171737e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83434 members 
Mstep: Class 2 contains 80784 members 
Entering Unmasked Estep 
Score: -21719022.000000 Penalty: 5956.439453
	Iteration 5Q: 3 clusters Score -2.171902e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84155 members 
Mstep: Class 2 contains 80063 members 
Entering Unmasked Estep 
Score: -21721254.000000 Penalty: 5956.439453
	Iteration 6Q: 3 clusters Score -2.172125e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85154 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
Score: -21724112.000000 Penalty: 5956.439453
	Iteration 7Q: 3 clusters Score -2.172411e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86410 members 
Mstep: Class 2 contains 77808 members 
Entering Unmasked Estep 
Score: -21727626.000000 Penalty: 5956.439453
	Iteration 8Q: 3 clusters Score -2.172763e+07 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88011 members 
Mstep: Class 2 contains 76207 members 
Entering Unmasked Estep 
Score: -21731630.000000 Penalty: 5956.439453
	Iteration 9F: 3 clusters Score -2.173163e+07 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90002 members 
Mstep: Class 2 contains 74216 members 
Entering Unmasked Estep 
Score: -21735916.000000 Penalty: 5956.439453
	Iteration 10F: 3 clusters Score -2.173592e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92348 members 
Mstep: Class 2 contains 71870 members 
Entering Unmasked Estep 
Score: -21741376.000000 Penalty: 5956.439453
	Iteration 11F: 3 clusters Score -2.174138e+07 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94862 members 
Mstep: Class 2 contains 69356 members 
Entering Unmasked Estep 
Score: -21746866.000000 Penalty: 5956.439453
	Iteration 12F: 3 clusters Score -2.174687e+07 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97238 members 
Mstep: Class 2 contains 66980 members 
Entering Unmasked Estep 
Score: -21751936.000000 Penalty: 5956.439453
	Iteration 13Q: 3 clusters Score -2.175194e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99256 members 
Mstep: Class 2 contains 64962 members 
Entering Unmasked Estep 
Score: -21754420.000000 Penalty: 5956.439453
	Iteration 14Q: 3 clusters Score -2.175442e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101177 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -21755876.000000 Penalty: 5956.439453
	Iteration 15Q: 3 clusters Score -2.175588e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103095 members 
Mstep: Class 2 contains 61123 members 
Entering Unmasked Estep 
Score: -21756734.000000 Penalty: 5956.439453
	Iteration 16Q: 3 clusters Score -2.175673e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105025 members 
Mstep: Class 2 contains 59193 members 
Entering Unmasked Estep 
Score: -21757310.000000 Penalty: 5956.439453
	Iteration 17Q: 3 clusters Score -2.175731e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106961 members 
Mstep: Class 2 contains 57257 members 
Entering Unmasked Estep 
Score: -21757950.000000 Penalty: 5956.439453
	Iteration 18Q: 3 clusters Score -2.175795e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108987 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -21758468.000000 Penalty: 5956.439453
	Iteration 19Q: 3 clusters Score -2.175847e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111081 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -21759276.000000 Penalty: 5956.439453
	Iteration 20F: 3 clusters Score -2.175928e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113321 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -21760046.000000 Penalty: 5956.439453
	Iteration 21Q: 3 clusters Score -2.176005e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115601 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -21760756.000000 Penalty: 5956.439453
	Iteration 22Q: 3 clusters Score -2.176076e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118039 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -21761506.000000 Penalty: 5956.439453
	Iteration 23Q: 3 clusters Score -2.176151e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120438 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -21762266.000000 Penalty: 5956.439453
	Iteration 24Q: 3 clusters Score -2.176227e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122901 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -21762998.000000 Penalty: 5956.439453
	Iteration 25Q: 3 clusters Score -2.1763e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125405 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -21763776.000000 Penalty: 5956.439453
	Iteration 26Q: 3 clusters Score -2.176378e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127953 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -21764734.000000 Penalty: 5956.439453
	Iteration 27Q: 3 clusters Score -2.176473e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130510 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -21765522.000000 Penalty: 5956.439453
	Iteration 28Q: 3 clusters Score -2.176552e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133058 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -21766436.000000 Penalty: 5956.439453
	Iteration 29Q: 3 clusters Score -2.176644e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135546 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -21767456.000000 Penalty: 5956.439453
	Iteration 30Q: 3 clusters Score -2.176746e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137983 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -21768464.000000 Penalty: 5956.439453
	Iteration 31Q: 3 clusters Score -2.176846e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140374 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -21769354.000000 Penalty: 5956.439453
	Iteration 32Q: 3 clusters Score -2.176935e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142702 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -21770290.000000 Penalty: 5956.439453
	Iteration 33Q: 3 clusters Score -2.177029e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144897 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -21771268.000000 Penalty: 5956.439453
	Iteration 34Q: 3 clusters Score -2.177127e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146896 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -21772034.000000 Penalty: 5956.439453
	Iteration 35Q: 3 clusters Score -2.177203e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148647 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -21772686.000000 Penalty: 5956.439453
	Iteration 36Q: 3 clusters Score -2.177269e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150268 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -21773228.000000 Penalty: 5956.439453
	Iteration 37Q: 3 clusters Score -2.177323e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151710 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -21773654.000000 Penalty: 5956.439453
	Iteration 38Q: 3 clusters Score -2.177365e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152905 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -21774108.000000 Penalty: 5956.439453
	Iteration 39Q: 3 clusters Score -2.177411e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153942 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -21774352.000000 Penalty: 5956.439453
	Iteration 40F: 3 clusters Score -2.177435e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155018 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -21774762.000000 Penalty: 5956.439453
	Iteration 41Q: 3 clusters Score -2.177476e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155906 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -21774944.000000 Penalty: 5956.439453
	Iteration 42Q: 3 clusters Score -2.177494e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156633 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -21775030.000000 Penalty: 5956.439453
	Iteration 43Q: 3 clusters Score -2.177503e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157253 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -21775182.000000 Penalty: 5956.439453
	Iteration 44Q: 3 clusters Score -2.177518e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157749 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -21775226.000000 Penalty: 5956.439453
	Iteration 45Q: 3 clusters Score -2.177523e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158165 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -21775226.000000 Penalty: 5956.439453
	Iteration 46Q: 3 clusters Score -2.177523e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158493 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -21775240.000000 Penalty: 5956.439453
	Iteration 47Q: 3 clusters Score -2.177524e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158746 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -21775174.000000 Penalty: 5956.439453
	Iteration 48Q: 3 clusters Score -2.177517e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158947 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -21775162.000000 Penalty: 5956.439453
	Iteration 49Q: 3 clusters Score -2.177516e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159129 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -21775174.000000 Penalty: 5956.439453
	Iteration 50Q: 3 clusters Score -2.177517e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159293 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -21775106.000000 Penalty: 5956.439453
	Iteration 51Q: 3 clusters Score -2.177511e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159435 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -21775100.000000 Penalty: 5956.439453
	Iteration 52Q: 3 clusters Score -2.17751e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159554 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -21775060.000000 Penalty: 5956.439453
	Iteration 53Q: 3 clusters Score -2.177506e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159655 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -21775060.000000 Penalty: 5956.439453
	Iteration 54Q: 3 clusters Score -2.177506e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159728 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -21775044.000000 Penalty: 5956.439453
	Iteration 55Q: 3 clusters Score -2.177504e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159797 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -21775028.000000 Penalty: 5956.439453
	Iteration 56Q: 3 clusters Score -2.177503e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159860 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -21774994.000000 Penalty: 5956.439453
	Iteration 57Q: 3 clusters Score -2.177499e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159919 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -21774974.000000 Penalty: 5956.439453
	Iteration 58Q: 3 clusters Score -2.177497e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159972 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -21774992.000000 Penalty: 5956.439453
	Iteration 59Q: 3 clusters Score -2.177499e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160026 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -21775010.000000 Penalty: 5956.439453
	Iteration 60F: 3 clusters Score -2.177501e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160072 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -21774984.000000 Penalty: 5956.439453
	Iteration 61Q: 3 clusters Score -2.177498e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160114 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -21774984.000000 Penalty: 5956.439453
	Iteration 62Q: 3 clusters Score -2.177498e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160151 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -21774970.000000 Penalty: 5956.439453
	Iteration 63Q: 3 clusters Score -2.177497e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160181 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -21774982.000000 Penalty: 5956.439453
	Iteration 64Q: 3 clusters Score -2.177498e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160216 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -21774956.000000 Penalty: 5956.439453
	Iteration 65Q: 3 clusters Score -2.177496e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160246 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -21774976.000000 Penalty: 5956.439453
	Iteration 66Q: 3 clusters Score -2.177498e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160271 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -21774928.000000 Penalty: 5956.439453
	Iteration 67Q: 3 clusters Score -2.177493e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160296 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -21774930.000000 Penalty: 5956.439453
	Iteration 68Q: 3 clusters Score -2.177493e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160323 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -21774930.000000 Penalty: 5956.439453
	Iteration 69Q: 3 clusters Score -2.177493e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160347 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -21774926.000000 Penalty: 5956.439453
	Iteration 70Q: 3 clusters Score -2.177493e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160364 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -21774934.000000 Penalty: 5956.439453
	Iteration 71Q: 3 clusters Score -2.177493e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160380 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -21774920.000000 Penalty: 5956.439453
	Iteration 72Q: 3 clusters Score -2.177492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160393 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -21774914.000000 Penalty: 5956.439453
	Iteration 73Q: 3 clusters Score -2.177491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160407 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -21774914.000000 Penalty: 5956.439453
	Iteration 74Q: 3 clusters Score -2.177491e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160426 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -21774910.000000 Penalty: 5956.439453
	Iteration 75Q: 3 clusters Score -2.177491e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160444 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -21774900.000000 Penalty: 5956.439453
	Iteration 76Q: 3 clusters Score -2.17749e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160459 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -21774882.000000 Penalty: 5956.439453
	Iteration 77Q: 3 clusters Score -2.177488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160469 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -21774878.000000 Penalty: 5956.439453
	Iteration 78Q: 3 clusters Score -2.177488e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160483 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -21774868.000000 Penalty: 5956.439453
	Iteration 79Q: 3 clusters Score -2.177487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160495 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -21774876.000000 Penalty: 5956.439453
	Iteration 80F: 3 clusters Score -2.177488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160507 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -21774888.000000 Penalty: 5956.439453
	Iteration 81Q: 3 clusters Score -2.177489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160519 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -21774894.000000 Penalty: 5956.439453
	Iteration 82Q: 3 clusters Score -2.177489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160524 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -21774902.000000 Penalty: 5956.439453
	Iteration 83Q: 3 clusters Score -2.17749e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160529 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -21774906.000000 Penalty: 5956.439453
	Iteration 84Q: 3 clusters Score -2.177491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160535 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -21774914.000000 Penalty: 5956.439453
	Iteration 85Q: 3 clusters Score -2.177491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160538 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -21774926.000000 Penalty: 5956.439453
	Iteration 86Q: 3 clusters Score -2.177493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160541 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -21774920.000000 Penalty: 5956.439453
	Iteration 87Q: 3 clusters Score -2.177492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160544 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -21774920.000000 Penalty: 5956.439453
	Iteration 88Q: 3 clusters Score -2.177492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160547 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -21774912.000000 Penalty: 5956.439453
	Iteration 89Q: 3 clusters Score -2.177491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160549 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -21774910.000000 Penalty: 5956.439453
	Iteration 90Q: 3 clusters Score -2.177491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160551 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -21774908.000000 Penalty: 5956.439453
	Iteration 91Q: 3 clusters Score -2.177491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160553 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -21774908.000000 Penalty: 5956.439453
	Iteration 92Q: 3 clusters Score -2.177491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160558 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -21774904.000000 Penalty: 5956.439453
	Iteration 93Q: 3 clusters Score -2.17749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160563 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -21774908.000000 Penalty: 5956.439453
	Iteration 94Q: 3 clusters Score -2.177491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160568 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -21774898.000000 Penalty: 5956.439453
	Iteration 95Q: 3 clusters Score -2.17749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160574 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -21774902.000000 Penalty: 5956.439453
	Iteration 96Q: 3 clusters Score -2.17749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160583 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -21774900.000000 Penalty: 5956.439453
	Iteration 97Q: 3 clusters Score -2.17749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160587 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -21774910.000000 Penalty: 5956.439453
	Iteration 98Q: 3 clusters Score -2.177491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160590 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -21774918.000000 Penalty: 5956.439453
	Iteration 99Q: 3 clusters Score -2.177492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160594 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -21774910.000000 Penalty: 5956.439453
	Iteration 100F: 3 clusters Score -2.177491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (77995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77995 members 
Entering Unmasked Estep 
Score: -10495991.000000 Penalty: 2793.571289
	Iteration 0F: 2 clusters Score -1.049599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -10443835.000000 Penalty: 5587.142578
	Iteration 0F: 3 clusters Score -1.044384e+07 nChanged 36585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -10464318.000000 Penalty: 5587.142578
	Iteration 1F: 3 clusters Score -1.046432e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -10464926.000000 Penalty: 5587.142578
	Iteration 2Q: 3 clusters Score -1.046493e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -10465500.000000 Penalty: 5587.142578
	Iteration 3Q: 3 clusters Score -1.04655e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -10465995.000000 Penalty: 5587.142578
	Iteration 4Q: 3 clusters Score -1.0466e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -10466552.000000 Penalty: 5587.142578
	Iteration 5Q: 3 clusters Score -1.046655e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -10467245.000000 Penalty: 5587.142578
	Iteration 6Q: 3 clusters Score -1.046724e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -10468128.000000 Penalty: 5587.142578
	Iteration 7Q: 3 clusters Score -1.046813e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -10469408.000000 Penalty: 5587.142578
	Iteration 8Q: 3 clusters Score -1.046941e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -10471692.000000 Penalty: 5587.142578
	Iteration 9F: 3 clusters Score -1.047169e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 56038 members 
Entering Unmasked Estep 
Score: -10475268.000000 Penalty: 5587.142578
	Iteration 10F: 3 clusters Score -1.047527e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 62031 members 
Entering Unmasked Estep 
Score: -10480517.000000 Penalty: 5587.142578
	Iteration 11F: 3 clusters Score -1.048052e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 67605 members 
Entering Unmasked Estep 
Score: -10485913.000000 Penalty: 5587.142578
	Iteration 12F: 3 clusters Score -1.048591e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 71346 members 
Entering Unmasked Estep 
Score: -10489929.000000 Penalty: 5587.142578
	Iteration 13F: 3 clusters Score -1.048993e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 73158 members 
Entering Unmasked Estep 
Score: -10492096.000000 Penalty: 5587.142578
	Iteration 14Q: 3 clusters Score -1.04921e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 73977 members 
Entering Unmasked Estep 
Score: -10493039.000000 Penalty: 5587.142578
	Iteration 15Q: 3 clusters Score -1.049304e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 74444 members 
Entering Unmasked Estep 
Score: -10493406.000000 Penalty: 5587.142578
	Iteration 16Q: 3 clusters Score -1.049341e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 74775 members 
Entering Unmasked Estep 
Score: -10493596.000000 Penalty: 5587.142578
	Iteration 17Q: 3 clusters Score -1.04936e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 75021 members 
Entering Unmasked Estep 
Score: -10493751.000000 Penalty: 5587.142578
	Iteration 18Q: 3 clusters Score -1.049375e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 75219 members 
Entering Unmasked Estep 
Score: -10493815.000000 Penalty: 5587.142578
	Iteration 19Q: 3 clusters Score -1.049382e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 75376 members 
Entering Unmasked Estep 
Score: -10493895.000000 Penalty: 5587.142578
	Iteration 20F: 3 clusters Score -1.04939e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 75498 members 
Entering Unmasked Estep 
Score: -10493932.000000 Penalty: 5587.142578
	Iteration 21Q: 3 clusters Score -1.049393e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 75594 members 
Entering Unmasked Estep 
Score: -10493956.000000 Penalty: 5587.142578
	Iteration 22Q: 3 clusters Score -1.049396e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 75650 members 
Entering Unmasked Estep 
Score: -10493973.000000 Penalty: 5587.142578
	Iteration 23Q: 3 clusters Score -1.049397e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 75711 members 
Entering Unmasked Estep 
Score: -10493973.000000 Penalty: 5587.142578
	Iteration 24Q: 3 clusters Score -1.049397e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 75758 members 
Entering Unmasked Estep 
Score: -10493977.000000 Penalty: 5587.142578
	Iteration 25Q: 3 clusters Score -1.049398e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 75798 members 
Entering Unmasked Estep 
Score: -10493983.000000 Penalty: 5587.142578
	Iteration 26Q: 3 clusters Score -1.049398e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -10493994.000000 Penalty: 5587.142578
	Iteration 27Q: 3 clusters Score -1.049399e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 75875 members 
Entering Unmasked Estep 
Score: -10494001.000000 Penalty: 5587.142578
	Iteration 28Q: 3 clusters Score -1.0494e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 75903 members 
Entering Unmasked Estep 
Score: -10494003.000000 Penalty: 5587.142578
	Iteration 29Q: 3 clusters Score -1.0494e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 75923 members 
Entering Unmasked Estep 
Score: -10493984.000000 Penalty: 5587.142578
	Iteration 30Q: 3 clusters Score -1.049398e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 75943 members 
Entering Unmasked Estep 
Score: -10493990.000000 Penalty: 5587.142578
	Iteration 31Q: 3 clusters Score -1.049399e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 75965 members 
Entering Unmasked Estep 
Score: -10493995.000000 Penalty: 5587.142578
	Iteration 32Q: 3 clusters Score -1.0494e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 75980 members 
Entering Unmasked Estep 
Score: -10494008.000000 Penalty: 5587.142578
	Iteration 33Q: 3 clusters Score -1.049401e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 75990 members 
Entering Unmasked Estep 
Score: -10494002.000000 Penalty: 5587.142578
	Iteration 34Q: 3 clusters Score -1.0494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 76001 members 
Entering Unmasked Estep 
Score: -10494008.000000 Penalty: 5587.142578
	Iteration 35Q: 3 clusters Score -1.049401e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 76015 members 
Entering Unmasked Estep 
Score: -10494003.000000 Penalty: 5587.142578
	Iteration 36Q: 3 clusters Score -1.0494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 76025 members 
Entering Unmasked Estep 
Score: -10494011.000000 Penalty: 5587.142578
	Iteration 37Q: 3 clusters Score -1.049401e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 76040 members 
Entering Unmasked Estep 
Score: -10494032.000000 Penalty: 5587.142578
	Iteration 38Q: 3 clusters Score -1.049403e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 76049 members 
Entering Unmasked Estep 
Score: -10494035.000000 Penalty: 5587.142578
	Iteration 39Q: 3 clusters Score -1.049404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 76054 members 
Entering Unmasked Estep 
Score: -10494042.000000 Penalty: 5587.142578
	Iteration 40F: 3 clusters Score -1.049404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 76064 members 
Entering Unmasked Estep 
Score: -10494038.000000 Penalty: 5587.142578
	Iteration 41Q: 3 clusters Score -1.049404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 76073 members 
Entering Unmasked Estep 
Score: -10494042.000000 Penalty: 5587.142578
	Iteration 42Q: 3 clusters Score -1.049404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 76084 members 
Entering Unmasked Estep 
Score: -10494045.000000 Penalty: 5587.142578
	Iteration 43Q: 3 clusters Score -1.049404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 76092 members 
Entering Unmasked Estep 
Score: -10494044.000000 Penalty: 5587.142578
	Iteration 44Q: 3 clusters Score -1.049404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 76101 members 
Entering Unmasked Estep 
Score: -10494048.000000 Penalty: 5587.142578
	Iteration 45Q: 3 clusters Score -1.049405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 76105 members 
Entering Unmasked Estep 
Score: -10494052.000000 Penalty: 5587.142578
	Iteration 46Q: 3 clusters Score -1.049405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 76108 members 
Entering Unmasked Estep 
Score: -10494047.000000 Penalty: 5587.142578
	Iteration 47Q: 3 clusters Score -1.049405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 76113 members 
Entering Unmasked Estep 
Score: -10494054.000000 Penalty: 5587.142578
	Iteration 48Q: 3 clusters Score -1.049405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 76119 members 
Entering Unmasked Estep 
Score: -10494044.000000 Penalty: 5587.142578
	Iteration 49Q: 3 clusters Score -1.049404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 76125 members 
Entering Unmasked Estep 
Score: -10494049.000000 Penalty: 5587.142578
	Iteration 50Q: 3 clusters Score -1.049405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 76131 members 
Entering Unmasked Estep 
Score: -10494061.000000 Penalty: 5587.142578
	Iteration 51Q: 3 clusters Score -1.049406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 76143 members 
Entering Unmasked Estep 
Score: -10494065.000000 Penalty: 5587.142578
	Iteration 52Q: 3 clusters Score -1.049406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 76153 members 
Entering Unmasked Estep 
Score: -10494078.000000 Penalty: 5587.142578
	Iteration 53Q: 3 clusters Score -1.049408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 76159 members 
Entering Unmasked Estep 
Score: -10494070.000000 Penalty: 5587.142578
	Iteration 54Q: 3 clusters Score -1.049407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 76165 members 
Entering Unmasked Estep 
Score: -10494073.000000 Penalty: 5587.142578
	Iteration 55Q: 3 clusters Score -1.049407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 76170 members 
Entering Unmasked Estep 
Score: -10494068.000000 Penalty: 5587.142578
	Iteration 56Q: 3 clusters Score -1.049407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 76173 members 
Entering Unmasked Estep 
Score: -10494061.000000 Penalty: 5587.142578
	Iteration 57Q: 3 clusters Score -1.049406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 76179 members 
Entering Unmasked Estep 
Score: -10494080.000000 Penalty: 5587.142578
	Iteration 58Q: 3 clusters Score -1.049408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 76180 members 
Entering Unmasked Estep 
Score: -10494079.000000 Penalty: 5587.142578
	Iteration 59Q: 3 clusters Score -1.049408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 76181 members 
Entering Unmasked Estep 
Score: -10494079.000000 Penalty: 5587.142578
	Iteration 60F: 3 clusters Score -1.049408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 76182 members 
Entering Unmasked Estep 
Score: -10494080.000000 Penalty: 5587.142578
	Iteration 61Q: 3 clusters Score -1.049408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 76184 members 
Entering Unmasked Estep 
Score: -10494081.000000 Penalty: 5587.142578
	Iteration 62Q: 3 clusters Score -1.049408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 76184 members 
Entering Unmasked Estep 
Score: -10494081.000000 Penalty: 5587.142578
	Iteration 63F: 3 clusters Score -1.049408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (162571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162571 members 
Entering Unmasked Estep 
Score: -21525186.000000 Penalty: 2975.719727
	Iteration 0F: 2 clusters Score -2.152519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81444 members 
Mstep: Class 2 contains 81127 members 
Entering Unmasked Estep 
Score: -21419542.000000 Penalty: 5951.439453
	Iteration 0F: 3 clusters Score -2.141954e+07 nChanged 77725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84451 members 
Mstep: Class 2 contains 78120 members 
Entering Unmasked Estep 
Score: -21464334.000000 Penalty: 5951.439453
	Iteration 1F: 3 clusters Score -2.146433e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86382 members 
Mstep: Class 2 contains 76189 members 
Entering Unmasked Estep 
Score: -21465366.000000 Penalty: 5951.439453
	Iteration 2Q: 3 clusters Score -2.146537e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89435 members 
Mstep: Class 2 contains 73136 members 
Entering Unmasked Estep 
Score: -21466718.000000 Penalty: 5951.439453
	Iteration 3Q: 3 clusters Score -2.146672e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94009 members 
Mstep: Class 2 contains 68562 members 
Entering Unmasked Estep 
Score: -21469012.000000 Penalty: 5951.439453
	Iteration 4Q: 3 clusters Score -2.146901e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100575 members 
Mstep: Class 2 contains 61996 members 
Entering Unmasked Estep 
Score: -21472732.000000 Penalty: 5951.439453
	Iteration 5Q: 3 clusters Score -2.147273e+07 nChanged 10220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109543 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -21479126.000000 Penalty: 5951.439453
	Iteration 6F: 3 clusters Score -2.147913e+07 nChanged 11617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120072 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -21488190.000000 Penalty: 5951.439453
	Iteration 7F: 3 clusters Score -2.148819e+07 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130401 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -21498606.000000 Penalty: 5951.439453
	Iteration 8F: 3 clusters Score -2.149861e+07 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137972 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -21507080.000000 Penalty: 5951.439453
	Iteration 9F: 3 clusters Score -2.150708e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142325 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -21512612.000000 Penalty: 5951.439453
	Iteration 10Q: 3 clusters Score -2.151261e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144790 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -21515950.000000 Penalty: 5951.439453
	Iteration 11Q: 3 clusters Score -2.151595e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146584 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -21517836.000000 Penalty: 5951.439453
	Iteration 12Q: 3 clusters Score -2.151784e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148106 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -21519302.000000 Penalty: 5951.439453
	Iteration 13Q: 3 clusters Score -2.15193e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149400 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -21520630.000000 Penalty: 5951.439453
	Iteration 14Q: 3 clusters Score -2.152063e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150521 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -21521600.000000 Penalty: 5951.439453
	Iteration 15Q: 3 clusters Score -2.15216e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151376 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -21522404.000000 Penalty: 5951.439453
	Iteration 16Q: 3 clusters Score -2.15224e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152028 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -21523002.000000 Penalty: 5951.439453
	Iteration 17Q: 3 clusters Score -2.1523e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152575 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -21523358.000000 Penalty: 5951.439453
	Iteration 18Q: 3 clusters Score -2.152336e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153034 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -21523578.000000 Penalty: 5951.439453
	Iteration 19Q: 3 clusters Score -2.152358e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153466 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -21523830.000000 Penalty: 5951.439453
	Iteration 20F: 3 clusters Score -2.152383e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153815 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -21523966.000000 Penalty: 5951.439453
	Iteration 21Q: 3 clusters Score -2.152397e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154150 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -21524094.000000 Penalty: 5951.439453
	Iteration 22Q: 3 clusters Score -2.152409e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154461 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -21524132.000000 Penalty: 5951.439453
	Iteration 23Q: 3 clusters Score -2.152413e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154719 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -21524132.000000 Penalty: 5951.439453
	Iteration 24Q: 3 clusters Score -2.152413e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154924 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -21524124.000000 Penalty: 5951.439453
	Iteration 25Q: 3 clusters Score -2.152412e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155138 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -21524136.000000 Penalty: 5951.439453
	Iteration 26Q: 3 clusters Score -2.152414e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155336 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -21524168.000000 Penalty: 5951.439453
	Iteration 27Q: 3 clusters Score -2.152417e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155523 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -21524174.000000 Penalty: 5951.439453
	Iteration 28Q: 3 clusters Score -2.152417e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155695 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -21524192.000000 Penalty: 5951.439453
	Iteration 29Q: 3 clusters Score -2.152419e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155832 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -21524160.000000 Penalty: 5951.439453
	Iteration 30Q: 3 clusters Score -2.152416e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155973 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -21524146.000000 Penalty: 5951.439453
	Iteration 31Q: 3 clusters Score -2.152415e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156112 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -21524096.000000 Penalty: 5951.439453
	Iteration 32Q: 3 clusters Score -2.15241e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156231 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -21524098.000000 Penalty: 5951.439453
	Iteration 33Q: 3 clusters Score -2.15241e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156351 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -21524114.000000 Penalty: 5951.439453
	Iteration 34Q: 3 clusters Score -2.152411e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156473 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -21524136.000000 Penalty: 5951.439453
	Iteration 35Q: 3 clusters Score -2.152414e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156577 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -21524150.000000 Penalty: 5951.439453
	Iteration 36Q: 3 clusters Score -2.152415e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156670 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -21524156.000000 Penalty: 5951.439453
	Iteration 37Q: 3 clusters Score -2.152416e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156759 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -21524122.000000 Penalty: 5951.439453
	Iteration 38Q: 3 clusters Score -2.152412e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156846 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -21524140.000000 Penalty: 5951.439453
	Iteration 39Q: 3 clusters Score -2.152414e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156934 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -21524148.000000 Penalty: 5951.439453
	Iteration 40F: 3 clusters Score -2.152415e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157028 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -21524180.000000 Penalty: 5951.439453
	Iteration 41Q: 3 clusters Score -2.152418e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157137 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -21524220.000000 Penalty: 5951.439453
	Iteration 42Q: 3 clusters Score -2.152422e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157216 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -21524232.000000 Penalty: 5951.439453
	Iteration 43Q: 3 clusters Score -2.152423e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157293 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -21524240.000000 Penalty: 5951.439453
	Iteration 44Q: 3 clusters Score -2.152424e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157365 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -21524246.000000 Penalty: 5951.439453
	Iteration 45Q: 3 clusters Score -2.152425e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157436 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -21524218.000000 Penalty: 5951.439453
	Iteration 46Q: 3 clusters Score -2.152422e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157495 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -21524216.000000 Penalty: 5951.439453
	Iteration 47Q: 3 clusters Score -2.152422e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157552 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -21524238.000000 Penalty: 5951.439453
	Iteration 48Q: 3 clusters Score -2.152424e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157604 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -21524224.000000 Penalty: 5951.439453
	Iteration 49Q: 3 clusters Score -2.152422e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157652 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -21524234.000000 Penalty: 5951.439453
	Iteration 50Q: 3 clusters Score -2.152423e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157688 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -21524232.000000 Penalty: 5951.439453
	Iteration 51Q: 3 clusters Score -2.152423e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157725 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -21524222.000000 Penalty: 5951.439453
	Iteration 52Q: 3 clusters Score -2.152422e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157761 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -21524254.000000 Penalty: 5951.439453
	Iteration 53Q: 3 clusters Score -2.152425e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157796 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -21524276.000000 Penalty: 5951.439453
	Iteration 54Q: 3 clusters Score -2.152428e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157826 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -21524274.000000 Penalty: 5951.439453
	Iteration 55Q: 3 clusters Score -2.152427e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157856 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -21524256.000000 Penalty: 5951.439453
	Iteration 56Q: 3 clusters Score -2.152426e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157881 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -21524264.000000 Penalty: 5951.439453
	Iteration 57Q: 3 clusters Score -2.152426e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157899 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -21524262.000000 Penalty: 5951.439453
	Iteration 58Q: 3 clusters Score -2.152426e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157917 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -21524248.000000 Penalty: 5951.439453
	Iteration 59Q: 3 clusters Score -2.152425e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157928 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -21524252.000000 Penalty: 5951.439453
	Iteration 60F: 3 clusters Score -2.152425e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157946 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -21524242.000000 Penalty: 5951.439453
	Iteration 61Q: 3 clusters Score -2.152424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157963 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -21524226.000000 Penalty: 5951.439453
	Iteration 62Q: 3 clusters Score -2.152423e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157980 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -21524222.000000 Penalty: 5951.439453
	Iteration 63Q: 3 clusters Score -2.152422e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157996 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -21524210.000000 Penalty: 5951.439453
	Iteration 64Q: 3 clusters Score -2.152421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158008 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -21524214.000000 Penalty: 5951.439453
	Iteration 65Q: 3 clusters Score -2.152421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158016 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -21524210.000000 Penalty: 5951.439453
	Iteration 66Q: 3 clusters Score -2.152421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158025 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -21524214.000000 Penalty: 5951.439453
	Iteration 67Q: 3 clusters Score -2.152421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158036 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -21524218.000000 Penalty: 5951.439453
	Iteration 68Q: 3 clusters Score -2.152422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158049 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -21524206.000000 Penalty: 5951.439453
	Iteration 69Q: 3 clusters Score -2.152421e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158067 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -21524198.000000 Penalty: 5951.439453
	Iteration 70Q: 3 clusters Score -2.15242e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158086 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -21524222.000000 Penalty: 5951.439453
	Iteration 71Q: 3 clusters Score -2.152422e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158106 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -21524198.000000 Penalty: 5951.439453
	Iteration 72Q: 3 clusters Score -2.15242e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158133 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -21524188.000000 Penalty: 5951.439453
	Iteration 73Q: 3 clusters Score -2.152419e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158161 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -21524188.000000 Penalty: 5951.439453
	Iteration 74Q: 3 clusters Score -2.152419e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158191 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -21524168.000000 Penalty: 5951.439453
	Iteration 75Q: 3 clusters Score -2.152417e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158223 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -21524162.000000 Penalty: 5951.439453
	Iteration 76Q: 3 clusters Score -2.152416e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158251 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -21524138.000000 Penalty: 5951.439453
	Iteration 77Q: 3 clusters Score -2.152414e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158276 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -21524156.000000 Penalty: 5951.439453
	Iteration 78Q: 3 clusters Score -2.152416e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158296 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -21524158.000000 Penalty: 5951.439453
	Iteration 79Q: 3 clusters Score -2.152416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158313 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -21524144.000000 Penalty: 5951.439453
	Iteration 80F: 3 clusters Score -2.152414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158329 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -21524128.000000 Penalty: 5951.439453
	Iteration 81Q: 3 clusters Score -2.152413e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158350 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -21524104.000000 Penalty: 5951.439453
	Iteration 82Q: 3 clusters Score -2.15241e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158373 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -21524096.000000 Penalty: 5951.439453
	Iteration 83Q: 3 clusters Score -2.15241e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158392 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -21524056.000000 Penalty: 5951.439453
	Iteration 84Q: 3 clusters Score -2.152406e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158418 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -21524062.000000 Penalty: 5951.439453
	Iteration 85Q: 3 clusters Score -2.152406e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158450 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -21524074.000000 Penalty: 5951.439453
	Iteration 86Q: 3 clusters Score -2.152407e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158483 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -21524072.000000 Penalty: 5951.439453
	Iteration 87Q: 3 clusters Score -2.152407e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158515 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -21524046.000000 Penalty: 5951.439453
	Iteration 88Q: 3 clusters Score -2.152405e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158543 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -21524034.000000 Penalty: 5951.439453
	Iteration 89Q: 3 clusters Score -2.152403e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158566 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -21524028.000000 Penalty: 5951.439453
	Iteration 90Q: 3 clusters Score -2.152403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158577 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -21524026.000000 Penalty: 5951.439453
	Iteration 91Q: 3 clusters Score -2.152403e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158590 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -21524036.000000 Penalty: 5951.439453
	Iteration 92Q: 3 clusters Score -2.152404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158600 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -21524024.000000 Penalty: 5951.439453
	Iteration 93Q: 3 clusters Score -2.152402e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158613 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -21524008.000000 Penalty: 5951.439453
	Iteration 94Q: 3 clusters Score -2.152401e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158627 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -21524000.000000 Penalty: 5951.439453
	Iteration 95Q: 3 clusters Score -2.1524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158643 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -21523978.000000 Penalty: 5951.439453
	Iteration 96Q: 3 clusters Score -2.152398e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158657 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -21523968.000000 Penalty: 5951.439453
	Iteration 97Q: 3 clusters Score -2.152397e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158677 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -21523982.000000 Penalty: 5951.439453
	Iteration 98Q: 3 clusters Score -2.152398e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158701 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -21523956.000000 Penalty: 5951.439453
	Iteration 99Q: 3 clusters Score -2.152396e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158716 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -21523970.000000 Penalty: 5951.439453
	Iteration 100F: 3 clusters Score -2.152397e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158733 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -21523964.000000 Penalty: 5951.439453
	Iteration 101Q: 3 clusters Score -2.152396e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158755 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -21523958.000000 Penalty: 5951.439453
	Iteration 102Q: 3 clusters Score -2.152396e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158776 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -21523952.000000 Penalty: 5951.439453
	Iteration 103Q: 3 clusters Score -2.152395e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158799 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -21523930.000000 Penalty: 5951.439453
	Iteration 104Q: 3 clusters Score -2.152393e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158819 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -21523950.000000 Penalty: 5951.439453
	Iteration 105Q: 3 clusters Score -2.152395e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158842 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -21523940.000000 Penalty: 5951.439453
	Iteration 106Q: 3 clusters Score -2.152394e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158862 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -21523928.000000 Penalty: 5951.439453
	Iteration 107Q: 3 clusters Score -2.152393e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158884 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -21523930.000000 Penalty: 5951.439453
	Iteration 108Q: 3 clusters Score -2.152393e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158909 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -21523926.000000 Penalty: 5951.439453
	Iteration 109Q: 3 clusters Score -2.152393e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158941 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -21523920.000000 Penalty: 5951.439453
	Iteration 110Q: 3 clusters Score -2.152392e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158977 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -21523912.000000 Penalty: 5951.439453
	Iteration 111Q: 3 clusters Score -2.152391e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159009 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -21523910.000000 Penalty: 5951.439453
	Iteration 112Q: 3 clusters Score -2.152391e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159044 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -21523906.000000 Penalty: 5951.439453
	Iteration 113Q: 3 clusters Score -2.152391e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159077 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -21523892.000000 Penalty: 5951.439453
	Iteration 114Q: 3 clusters Score -2.152389e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159109 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -21523882.000000 Penalty: 5951.439453
	Iteration 115Q: 3 clusters Score -2.152388e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159137 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -21523866.000000 Penalty: 5951.439453
	Iteration 116Q: 3 clusters Score -2.152387e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159161 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -21523878.000000 Penalty: 5951.439453
	Iteration 117Q: 3 clusters Score -2.152388e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159176 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -21523874.000000 Penalty: 5951.439453
	Iteration 118Q: 3 clusters Score -2.152387e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159193 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -21523884.000000 Penalty: 5951.439453
	Iteration 119Q: 3 clusters Score -2.152388e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159206 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -21523866.000000 Penalty: 5951.439453
	Iteration 120F: 3 clusters Score -2.152387e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159223 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -21523868.000000 Penalty: 5951.439453
	Iteration 121Q: 3 clusters Score -2.152387e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159231 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -21523864.000000 Penalty: 5951.439453
	Iteration 122Q: 3 clusters Score -2.152386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159236 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -21523870.000000 Penalty: 5951.439453
	Iteration 123Q: 3 clusters Score -2.152387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159245 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -21523868.000000 Penalty: 5951.439453
	Iteration 124Q: 3 clusters Score -2.152387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159256 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -21523872.000000 Penalty: 5951.439453
	Iteration 125Q: 3 clusters Score -2.152387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159264 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -21523842.000000 Penalty: 5951.439453
	Iteration 126Q: 3 clusters Score -2.152384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159275 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -21523848.000000 Penalty: 5951.439453
	Iteration 127Q: 3 clusters Score -2.152385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159287 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -21523846.000000 Penalty: 5951.439453
	Iteration 128Q: 3 clusters Score -2.152385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159301 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -21523818.000000 Penalty: 5951.439453
	Iteration 129Q: 3 clusters Score -2.152382e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159317 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -21523838.000000 Penalty: 5951.439453
	Iteration 130Q: 3 clusters Score -2.152384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159331 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -21523832.000000 Penalty: 5951.439453
	Iteration 131Q: 3 clusters Score -2.152383e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159348 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -21523832.000000 Penalty: 5951.439453
	Iteration 132Q: 3 clusters Score -2.152383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159358 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -21523832.000000 Penalty: 5951.439453
	Iteration 133Q: 3 clusters Score -2.152383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159367 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -21523826.000000 Penalty: 5951.439453
	Iteration 134Q: 3 clusters Score -2.152383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159380 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -21523836.000000 Penalty: 5951.439453
	Iteration 135Q: 3 clusters Score -2.152384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159396 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -21523818.000000 Penalty: 5951.439453
	Iteration 136Q: 3 clusters Score -2.152382e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159417 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -21523810.000000 Penalty: 5951.439453
	Iteration 137Q: 3 clusters Score -2.152381e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159431 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -21523790.000000 Penalty: 5951.439453
	Iteration 138Q: 3 clusters Score -2.152379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159444 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -21523800.000000 Penalty: 5951.439453
	Iteration 139Q: 3 clusters Score -2.15238e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159461 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -21523806.000000 Penalty: 5951.439453
	Iteration 140F: 3 clusters Score -2.152381e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159479 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -21523796.000000 Penalty: 5951.439453
	Iteration 141Q: 3 clusters Score -2.15238e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159494 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -21523778.000000 Penalty: 5951.439453
	Iteration 142Q: 3 clusters Score -2.152378e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159511 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -21523776.000000 Penalty: 5951.439453
	Iteration 143Q: 3 clusters Score -2.152378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159522 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -21523770.000000 Penalty: 5951.439453
	Iteration 144Q: 3 clusters Score -2.152377e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159532 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -21523790.000000 Penalty: 5951.439453
	Iteration 145Q: 3 clusters Score -2.152379e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159545 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -21523774.000000 Penalty: 5951.439453
	Iteration 146Q: 3 clusters Score -2.152377e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159560 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -21523770.000000 Penalty: 5951.439453
	Iteration 147Q: 3 clusters Score -2.152377e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159573 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -21523760.000000 Penalty: 5951.439453
	Iteration 148Q: 3 clusters Score -2.152376e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159593 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -21523750.000000 Penalty: 5951.439453
	Iteration 149Q: 3 clusters Score -2.152375e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159609 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -21523746.000000 Penalty: 5951.439453
	Iteration 150Q: 3 clusters Score -2.152375e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159624 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -21523726.000000 Penalty: 5951.439453
	Iteration 151Q: 3 clusters Score -2.152373e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159642 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -21523748.000000 Penalty: 5951.439453
	Iteration 152Q: 3 clusters Score -2.152375e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159657 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -21523726.000000 Penalty: 5951.439453
	Iteration 153Q: 3 clusters Score -2.152373e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159670 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -21523736.000000 Penalty: 5951.439453
	Iteration 154Q: 3 clusters Score -2.152374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159677 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -21523736.000000 Penalty: 5951.439453
	Iteration 155Q: 3 clusters Score -2.152374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159685 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -21523722.000000 Penalty: 5951.439453
	Iteration 156Q: 3 clusters Score -2.152372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159696 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -21523742.000000 Penalty: 5951.439453
	Iteration 157Q: 3 clusters Score -2.152374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159703 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -21523732.000000 Penalty: 5951.439453
	Iteration 158Q: 3 clusters Score -2.152373e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159718 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -21523742.000000 Penalty: 5951.439453
	Iteration 159Q: 3 clusters Score -2.152374e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159740 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -21523760.000000 Penalty: 5951.439453
	Iteration 160F: 3 clusters Score -2.152376e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159758 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -21523752.000000 Penalty: 5951.439453
	Iteration 161Q: 3 clusters Score -2.152375e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159771 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -21523758.000000 Penalty: 5951.439453
	Iteration 162Q: 3 clusters Score -2.152376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159783 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -21523748.000000 Penalty: 5951.439453
	Iteration 163Q: 3 clusters Score -2.152375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159795 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -21523726.000000 Penalty: 5951.439453
	Iteration 164Q: 3 clusters Score -2.152373e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159811 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -21523754.000000 Penalty: 5951.439453
	Iteration 165Q: 3 clusters Score -2.152375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159823 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -21523730.000000 Penalty: 5951.439453
	Iteration 166Q: 3 clusters Score -2.152373e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159832 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -21523730.000000 Penalty: 5951.439453
	Iteration 167Q: 3 clusters Score -2.152373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159838 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -21523732.000000 Penalty: 5951.439453
	Iteration 168Q: 3 clusters Score -2.152373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159848 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -21523724.000000 Penalty: 5951.439453
	Iteration 169Q: 3 clusters Score -2.152372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159855 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -21523730.000000 Penalty: 5951.439453
	Iteration 170Q: 3 clusters Score -2.152373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159858 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -21523726.000000 Penalty: 5951.439453
	Iteration 171Q: 3 clusters Score -2.152373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159865 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -21523706.000000 Penalty: 5951.439453
	Iteration 172Q: 3 clusters Score -2.152371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159873 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -21523710.000000 Penalty: 5951.439453
	Iteration 173Q: 3 clusters Score -2.152371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159884 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -21523722.000000 Penalty: 5951.439453
	Iteration 174Q: 3 clusters Score -2.152372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159898 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -21523702.000000 Penalty: 5951.439453
	Iteration 175Q: 3 clusters Score -2.15237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159912 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -21523706.000000 Penalty: 5951.439453
	Iteration 176Q: 3 clusters Score -2.152371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159923 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -21523694.000000 Penalty: 5951.439453
	Iteration 177Q: 3 clusters Score -2.152369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159936 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -21523684.000000 Penalty: 5951.439453
	Iteration 178Q: 3 clusters Score -2.152368e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159948 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -21523672.000000 Penalty: 5951.439453
	Iteration 179Q: 3 clusters Score -2.152367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159958 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -21523664.000000 Penalty: 5951.439453
	Iteration 180F: 3 clusters Score -2.152366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159965 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -21523674.000000 Penalty: 5951.439453
	Iteration 181Q: 3 clusters Score -2.152367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159972 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -21523666.000000 Penalty: 5951.439453
	Iteration 182Q: 3 clusters Score -2.152367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159981 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -21523650.000000 Penalty: 5951.439453
	Iteration 183Q: 3 clusters Score -2.152365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159994 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -21523634.000000 Penalty: 5951.439453
	Iteration 184Q: 3 clusters Score -2.152363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160007 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -21523624.000000 Penalty: 5951.439453
	Iteration 185Q: 3 clusters Score -2.152362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160018 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -21523614.000000 Penalty: 5951.439453
	Iteration 186Q: 3 clusters Score -2.152361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160030 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -21523610.000000 Penalty: 5951.439453
	Iteration 187Q: 3 clusters Score -2.152361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160036 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -21523600.000000 Penalty: 5951.439453
	Iteration 188Q: 3 clusters Score -2.15236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160045 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -21523608.000000 Penalty: 5951.439453
	Iteration 189Q: 3 clusters Score -2.152361e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160059 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -21523598.000000 Penalty: 5951.439453
	Iteration 190Q: 3 clusters Score -2.15236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160074 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -21523612.000000 Penalty: 5951.439453
	Iteration 191Q: 3 clusters Score -2.152361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160085 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -21523596.000000 Penalty: 5951.439453
	Iteration 192Q: 3 clusters Score -2.15236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160092 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -21523594.000000 Penalty: 5951.439453
	Iteration 193Q: 3 clusters Score -2.152359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160098 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -21523610.000000 Penalty: 5951.439453
	Iteration 194Q: 3 clusters Score -2.152361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160108 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -21523600.000000 Penalty: 5951.439453
	Iteration 195Q: 3 clusters Score -2.15236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160118 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -21523590.000000 Penalty: 5951.439453
	Iteration 196Q: 3 clusters Score -2.152359e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160135 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -21523582.000000 Penalty: 5951.439453
	Iteration 197Q: 3 clusters Score -2.152358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160143 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -21523586.000000 Penalty: 5951.439453
	Iteration 198Q: 3 clusters Score -2.152359e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160149 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -21523602.000000 Penalty: 5951.439453
	Iteration 199Q: 3 clusters Score -2.15236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160160 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -21523600.000000 Penalty: 5951.439453
	Iteration 200F: 3 clusters Score -2.15236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160167 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -21523604.000000 Penalty: 5951.439453
	Iteration 201Q: 3 clusters Score -2.15236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160171 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -21523592.000000 Penalty: 5951.439453
	Iteration 202Q: 3 clusters Score -2.152359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160176 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -21523594.000000 Penalty: 5951.439453
	Iteration 203Q: 3 clusters Score -2.152359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160178 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -21523582.000000 Penalty: 5951.439453
	Iteration 204Q: 3 clusters Score -2.152358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160179 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -21523584.000000 Penalty: 5951.439453
	Iteration 205Q: 3 clusters Score -2.152358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160183 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -21523584.000000 Penalty: 5951.439453
	Iteration 206Q: 3 clusters Score -2.152358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160188 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -21523584.000000 Penalty: 5951.439453
	Iteration 207Q: 3 clusters Score -2.152358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160195 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -21523574.000000 Penalty: 5951.439453
	Iteration 208Q: 3 clusters Score -2.152357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160202 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -21523586.000000 Penalty: 5951.439453
	Iteration 209Q: 3 clusters Score -2.152359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160208 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -21523568.000000 Penalty: 5951.439453
	Iteration 210Q: 3 clusters Score -2.152357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160209 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -21523568.000000 Penalty: 5951.439453
	Iteration 211Q: 3 clusters Score -2.152357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160212 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -21523564.000000 Penalty: 5951.439453
	Iteration 212Q: 3 clusters Score -2.152356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160214 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -21523572.000000 Penalty: 5951.439453
	Iteration 213Q: 3 clusters Score -2.152357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160216 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -21523558.000000 Penalty: 5951.439453
	Iteration 214Q: 3 clusters Score -2.152356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160220 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -21523552.000000 Penalty: 5951.439453
	Iteration 215Q: 3 clusters Score -2.152355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160224 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -21523552.000000 Penalty: 5951.439453
	Iteration 216Q: 3 clusters Score -2.152355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160228 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -21523540.000000 Penalty: 5951.439453
	Iteration 217Q: 3 clusters Score -2.152354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160229 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -21523536.000000 Penalty: 5951.439453
	Iteration 218Q: 3 clusters Score -2.152354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160230 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -21523542.000000 Penalty: 5951.439453
	Iteration 219Q: 3 clusters Score -2.152354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160230 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -21523542.000000 Penalty: 5951.439453
	Iteration 220F: 3 clusters Score -2.152354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (83931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83931 members 
Entering Unmasked Estep 
Score: -10866440.000000 Penalty: 2811.762207
	Iteration 0F: 2 clusters Score -1.086644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -10810258.000000 Penalty: 5623.524414
	Iteration 0F: 3 clusters Score -1.081026e+07 nChanged 39632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -10832366.000000 Penalty: 5623.524414
	Iteration 1F: 3 clusters Score -1.083237e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -10832947.000000 Penalty: 5623.524414
	Iteration 2Q: 3 clusters Score -1.083295e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -10833574.000000 Penalty: 5623.524414
	Iteration 3Q: 3 clusters Score -1.083357e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -10834344.000000 Penalty: 5623.524414
	Iteration 4Q: 3 clusters Score -1.083434e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -10835210.000000 Penalty: 5623.524414
	Iteration 5Q: 3 clusters Score -1.083521e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -10836429.000000 Penalty: 5623.524414
	Iteration 6Q: 3 clusters Score -1.083643e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -10838220.000000 Penalty: 5623.524414
	Iteration 7Q: 3 clusters Score -1.083822e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -10840393.000000 Penalty: 5623.524414
	Iteration 8Q: 3 clusters Score -1.084039e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -10842996.000000 Penalty: 5623.524414
	Iteration 9F: 3 clusters Score -1.0843e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -10845971.000000 Penalty: 5623.524414
	Iteration 10F: 3 clusters Score -1.084597e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -10848915.000000 Penalty: 5623.524414
	Iteration 11F: 3 clusters Score -1.084892e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -10851247.000000 Penalty: 5623.524414
	Iteration 12Q: 3 clusters Score -1.085125e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -10853083.000000 Penalty: 5623.524414
	Iteration 13Q: 3 clusters Score -1.085308e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -10854332.000000 Penalty: 5623.524414
	Iteration 14Q: 3 clusters Score -1.085433e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55443 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -10855263.000000 Penalty: 5623.524414
	Iteration 15Q: 3 clusters Score -1.085526e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57201 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -10855969.000000 Penalty: 5623.524414
	Iteration 16Q: 3 clusters Score -1.085597e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -10856624.000000 Penalty: 5623.524414
	Iteration 17Q: 3 clusters Score -1.085662e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -10857159.000000 Penalty: 5623.524414
	Iteration 18Q: 3 clusters Score -1.085716e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61889 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -10857830.000000 Penalty: 5623.524414
	Iteration 19Q: 3 clusters Score -1.085783e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63347 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -10858420.000000 Penalty: 5623.524414
	Iteration 20F: 3 clusters Score -1.085842e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64778 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -10859082.000000 Penalty: 5623.524414
	Iteration 21Q: 3 clusters Score -1.085908e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66109 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -10859706.000000 Penalty: 5623.524414
	Iteration 22Q: 3 clusters Score -1.085971e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67362 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -10860374.000000 Penalty: 5623.524414
	Iteration 23Q: 3 clusters Score -1.086037e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68526 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -10860941.000000 Penalty: 5623.524414
	Iteration 24Q: 3 clusters Score -1.086094e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69572 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -10861458.000000 Penalty: 5623.524414
	Iteration 25Q: 3 clusters Score -1.086146e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70552 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -10861882.000000 Penalty: 5623.524414
	Iteration 26Q: 3 clusters Score -1.086188e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71412 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -10862240.000000 Penalty: 5623.524414
	Iteration 27Q: 3 clusters Score -1.086224e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72184 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -10862576.000000 Penalty: 5623.524414
	Iteration 28Q: 3 clusters Score -1.086258e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72858 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -10862862.000000 Penalty: 5623.524414
	Iteration 29Q: 3 clusters Score -1.086286e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73463 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -10863069.000000 Penalty: 5623.524414
	Iteration 30Q: 3 clusters Score -1.086307e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73991 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -10863227.000000 Penalty: 5623.524414
	Iteration 31Q: 3 clusters Score -1.086323e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74474 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -10863392.000000 Penalty: 5623.524414
	Iteration 32Q: 3 clusters Score -1.086339e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74867 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -10863526.000000 Penalty: 5623.524414
	Iteration 33Q: 3 clusters Score -1.086353e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -10863666.000000 Penalty: 5623.524414
	Iteration 34Q: 3 clusters Score -1.086367e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75616 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -10863785.000000 Penalty: 5623.524414
	Iteration 35Q: 3 clusters Score -1.086378e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75971 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -10863882.000000 Penalty: 5623.524414
	Iteration 36Q: 3 clusters Score -1.086388e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76280 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -10863949.000000 Penalty: 5623.524414
	Iteration 37Q: 3 clusters Score -1.086395e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76513 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -10864034.000000 Penalty: 5623.524414
	Iteration 38Q: 3 clusters Score -1.086403e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76733 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -10864074.000000 Penalty: 5623.524414
	Iteration 39Q: 3 clusters Score -1.086407e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76927 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -10864114.000000 Penalty: 5623.524414
	Iteration 40F: 3 clusters Score -1.086411e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77110 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -10864178.000000 Penalty: 5623.524414
	Iteration 41Q: 3 clusters Score -1.086418e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77279 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -10864190.000000 Penalty: 5623.524414
	Iteration 42Q: 3 clusters Score -1.086419e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77415 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -10864239.000000 Penalty: 5623.524414
	Iteration 43Q: 3 clusters Score -1.086424e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77542 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -10864289.000000 Penalty: 5623.524414
	Iteration 44Q: 3 clusters Score -1.086429e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77670 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -10864310.000000 Penalty: 5623.524414
	Iteration 45Q: 3 clusters Score -1.086431e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77806 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -10864309.000000 Penalty: 5623.524414
	Iteration 46Q: 3 clusters Score -1.086431e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77932 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -10864323.000000 Penalty: 5623.524414
	Iteration 47Q: 3 clusters Score -1.086432e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78051 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -10864381.000000 Penalty: 5623.524414
	Iteration 48Q: 3 clusters Score -1.086438e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78142 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -10864408.000000 Penalty: 5623.524414
	Iteration 49Q: 3 clusters Score -1.086441e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78222 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -10864434.000000 Penalty: 5623.524414
	Iteration 50Q: 3 clusters Score -1.086443e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78303 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -10864442.000000 Penalty: 5623.524414
	Iteration 51Q: 3 clusters Score -1.086444e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78382 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -10864445.000000 Penalty: 5623.524414
	Iteration 52Q: 3 clusters Score -1.086444e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78460 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -10864492.000000 Penalty: 5623.524414
	Iteration 53Q: 3 clusters Score -1.086449e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78535 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -10864475.000000 Penalty: 5623.524414
	Iteration 54Q: 3 clusters Score -1.086448e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78602 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -10864476.000000 Penalty: 5623.524414
	Iteration 55Q: 3 clusters Score -1.086448e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78681 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -10864484.000000 Penalty: 5623.524414
	Iteration 56Q: 3 clusters Score -1.086448e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78745 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -10864498.000000 Penalty: 5623.524414
	Iteration 57Q: 3 clusters Score -1.08645e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78805 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -10864492.000000 Penalty: 5623.524414
	Iteration 58Q: 3 clusters Score -1.086449e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78849 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -10864456.000000 Penalty: 5623.524414
	Iteration 59Q: 3 clusters Score -1.086446e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78892 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -10864480.000000 Penalty: 5623.524414
	Iteration 60F: 3 clusters Score -1.086448e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78928 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -10864489.000000 Penalty: 5623.524414
	Iteration 61Q: 3 clusters Score -1.086449e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78960 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -10864488.000000 Penalty: 5623.524414
	Iteration 62Q: 3 clusters Score -1.086449e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78989 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -10864503.000000 Penalty: 5623.524414
	Iteration 63Q: 3 clusters Score -1.08645e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79026 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -10864513.000000 Penalty: 5623.524414
	Iteration 64Q: 3 clusters Score -1.086451e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79063 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -10864539.000000 Penalty: 5623.524414
	Iteration 65Q: 3 clusters Score -1.086454e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79096 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -10864545.000000 Penalty: 5623.524414
	Iteration 66Q: 3 clusters Score -1.086454e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79123 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -10864552.000000 Penalty: 5623.524414
	Iteration 67Q: 3 clusters Score -1.086455e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79147 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -10864541.000000 Penalty: 5623.524414
	Iteration 68Q: 3 clusters Score -1.086454e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79162 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -10864542.000000 Penalty: 5623.524414
	Iteration 69Q: 3 clusters Score -1.086454e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79183 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -10864547.000000 Penalty: 5623.524414
	Iteration 70Q: 3 clusters Score -1.086455e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79205 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -10864556.000000 Penalty: 5623.524414
	Iteration 71Q: 3 clusters Score -1.086456e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79220 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -10864568.000000 Penalty: 5623.524414
	Iteration 72Q: 3 clusters Score -1.086457e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79233 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -10864558.000000 Penalty: 5623.524414
	Iteration 73Q: 3 clusters Score -1.086456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79245 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -10864564.000000 Penalty: 5623.524414
	Iteration 74Q: 3 clusters Score -1.086456e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79260 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -10864553.000000 Penalty: 5623.524414
	Iteration 75Q: 3 clusters Score -1.086455e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79276 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -10864541.000000 Penalty: 5623.524414
	Iteration 76Q: 3 clusters Score -1.086454e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79295 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -10864551.000000 Penalty: 5623.524414
	Iteration 77Q: 3 clusters Score -1.086455e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -10864545.000000 Penalty: 5623.524414
	Iteration 78Q: 3 clusters Score -1.086454e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79332 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -10864544.000000 Penalty: 5623.524414
	Iteration 79Q: 3 clusters Score -1.086454e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79336 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -10864543.000000 Penalty: 5623.524414
	Iteration 80F: 3 clusters Score -1.086454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79342 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -10864537.000000 Penalty: 5623.524414
	Iteration 81Q: 3 clusters Score -1.086454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79350 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -10864542.000000 Penalty: 5623.524414
	Iteration 82Q: 3 clusters Score -1.086454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79354 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -10864549.000000 Penalty: 5623.524414
	Iteration 83Q: 3 clusters Score -1.086455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79354 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -10864542.000000 Penalty: 5623.524414
	Iteration 84Q: 3 clusters Score -1.086454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79355 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -10864534.000000 Penalty: 5623.524414
	Iteration 85Q: 3 clusters Score -1.086453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79355 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -10864534.000000 Penalty: 5623.524414
	Iteration 86F: 3 clusters Score -1.086453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Entering Unmasked Estep 
Score: -384330.187500 Penalty: 1975.627441
	Iteration 0F: 2 clusters Score -384330.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -381122.000000 Penalty: 3951.254883
	Iteration 0F: 3 clusters Score -381122 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -381758.156250 Penalty: 3951.254883
	Iteration 1F: 3 clusters Score -381758.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -381939.625000 Penalty: 3951.254883
	Iteration 2F: 3 clusters Score -381939.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -382052.281250 Penalty: 3951.254883
	Iteration 3F: 3 clusters Score -382052.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -382126.812500 Penalty: 3951.254883
	Iteration 4Q: 3 clusters Score -382126.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -382202.062500 Penalty: 3951.254883
	Iteration 5Q: 3 clusters Score -382202.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -382248.062500 Penalty: 3951.254883
	Iteration 6Q: 3 clusters Score -382248.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -382281.218750 Penalty: 3951.254883
	Iteration 7Q: 3 clusters Score -382281.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -382317.781250 Penalty: 3951.254883
	Iteration 8Q: 3 clusters Score -382317.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -382355.625000 Penalty: 3951.254883
	Iteration 9Q: 3 clusters Score -382355.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -382403.218750 Penalty: 3951.254883
	Iteration 10Q: 3 clusters Score -382403.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -382461.562500 Penalty: 3951.254883
	Iteration 11Q: 3 clusters Score -382461.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -382556.062500 Penalty: 3951.254883
	Iteration 12Q: 3 clusters Score -382556.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -382676.281250 Penalty: 3951.254883
	Iteration 13Q: 3 clusters Score -382676.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -382861.875000 Penalty: 3951.254883
	Iteration 14Q: 3 clusters Score -382861.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -383093.281250 Penalty: 3951.254883
	Iteration 15Q: 3 clusters Score -383093.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -383395.187500 Penalty: 3951.254883
	Iteration 16Q: 3 clusters Score -383395.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -383684.250000 Penalty: 3951.254883
	Iteration 17Q: 3 clusters Score -383684.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -383858.031250 Penalty: 3951.254883
	Iteration 18Q: 3 clusters Score -383858 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -383907.437500 Penalty: 3951.254883
	Iteration 19Q: 3 clusters Score -383907.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -383920.437500 Penalty: 3951.254883
	Iteration 20F: 3 clusters Score -383920.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -383923.531250 Penalty: 3951.254883
	Iteration 21Q: 3 clusters Score -383923.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -383925.093750 Penalty: 3951.254883
	Iteration 22Q: 3 clusters Score -383925.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -383925.093750 Penalty: 3951.254883
	Iteration 23F: 3 clusters Score -383925.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Entering Unmasked Estep 
Score: -807797.375000 Penalty: 2172.825684
	Iteration 0F: 2 clusters Score -807797.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -802373.750000 Penalty: 4345.651367
	Iteration 0F: 3 clusters Score -802373.8 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -803940.312500 Penalty: 4345.651367
	Iteration 1F: 3 clusters Score -803940.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -804385.437500 Penalty: 4345.651367
	Iteration 2F: 3 clusters Score -804385.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -804807.062500 Penalty: 4345.651367
	Iteration 3F: 3 clusters Score -804807.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -805206.187500 Penalty: 4345.651367
	Iteration 4F: 3 clusters Score -805206.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -805541.687500 Penalty: 4345.651367
	Iteration 5F: 3 clusters Score -805541.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -805799.062500 Penalty: 4345.651367
	Iteration 6F: 3 clusters Score -805799.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -805968.187500 Penalty: 4345.651367
	Iteration 7Q: 3 clusters Score -805968.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -806081.125000 Penalty: 4345.651367
	Iteration 8Q: 3 clusters Score -806081.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -806143.500000 Penalty: 4345.651367
	Iteration 9Q: 3 clusters Score -806143.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -806185.875000 Penalty: 4345.651367
	Iteration 10Q: 3 clusters Score -806185.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -806218.437500 Penalty: 4345.651367
	Iteration 11Q: 3 clusters Score -806218.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -806242.312500 Penalty: 4345.651367
	Iteration 12Q: 3 clusters Score -806242.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -806255.437500 Penalty: 4345.651367
	Iteration 13Q: 3 clusters Score -806255.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -806262.312500 Penalty: 4345.651367
	Iteration 14Q: 3 clusters Score -806262.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -806268.250000 Penalty: 4345.651367
	Iteration 15Q: 3 clusters Score -806268.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -806274.125000 Penalty: 4345.651367
	Iteration 16Q: 3 clusters Score -806274.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -806279.437500 Penalty: 4345.651367
	Iteration 17Q: 3 clusters Score -806279.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -806282.812500 Penalty: 4345.651367
	Iteration 18Q: 3 clusters Score -806282.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -806291.187500 Penalty: 4345.651367
	Iteration 19Q: 3 clusters Score -806291.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -806305.125000 Penalty: 4345.651367
	Iteration 20F: 3 clusters Score -806305.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -806315.000000 Penalty: 4345.651367
	Iteration 21Q: 3 clusters Score -806315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -806318.500000 Penalty: 4345.651367
	Iteration 22Q: 3 clusters Score -806318.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -806322.125000 Penalty: 4345.651367
	Iteration 23Q: 3 clusters Score -806322.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -806324.062500 Penalty: 4345.651367
	Iteration 24Q: 3 clusters Score -806324.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -806329.312500 Penalty: 4345.651367
	Iteration 25Q: 3 clusters Score -806329.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -806329.562500 Penalty: 4345.651367
	Iteration 26Q: 3 clusters Score -806329.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -806333.750000 Penalty: 4345.651367
	Iteration 27Q: 3 clusters Score -806333.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -806337.250000 Penalty: 4345.651367
	Iteration 28Q: 3 clusters Score -806337.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -806342.500000 Penalty: 4345.651367
	Iteration 29Q: 3 clusters Score -806342.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -806345.750000 Penalty: 4345.651367
	Iteration 30Q: 3 clusters Score -806345.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -806348.062500 Penalty: 4345.651367
	Iteration 31Q: 3 clusters Score -806348.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -806350.375000 Penalty: 4345.651367
	Iteration 32Q: 3 clusters Score -806350.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -806352.375000 Penalty: 4345.651367
	Iteration 33Q: 3 clusters Score -806352.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -806354.312500 Penalty: 4345.651367
	Iteration 34Q: 3 clusters Score -806354.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -806356.625000 Penalty: 4345.651367
	Iteration 35Q: 3 clusters Score -806356.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -806359.625000 Penalty: 4345.651367
	Iteration 36Q: 3 clusters Score -806359.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -806360.500000 Penalty: 4345.651367
	Iteration 37Q: 3 clusters Score -806360.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -806364.000000 Penalty: 4345.651367
	Iteration 38Q: 3 clusters Score -806364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -806366.062500 Penalty: 4345.651367
	Iteration 39Q: 3 clusters Score -806366.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -806368.500000 Penalty: 4345.651367
	Iteration 40F: 3 clusters Score -806368.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -806369.500000 Penalty: 4345.651367
	Iteration 41Q: 3 clusters Score -806369.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -806370.437500 Penalty: 4345.651367
	Iteration 42Q: 3 clusters Score -806370.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -806370.437500 Penalty: 4345.651367
	Iteration 43Q: 3 clusters Score -806370.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -806370.437500 Penalty: 4345.651367
	Iteration 44F: 3 clusters Score -806370.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -86184.875000 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -86184.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -84479.093750 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -84479.09 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -84734.687500 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -84734.69 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -84859.257812 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -84859.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84921.851562 Penalty: 3250.750977
	Iteration 3Q: 3 clusters Score -84921.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -85001.976562 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -85001.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85083.945312 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -85083.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85118.460938 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -85118.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85148.140625 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -85148.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85164.164062 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -85164.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -85191.164062 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -85191.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -85203.085938 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -85203.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -85209.046875 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -85209.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -85209.046875 Penalty: 3250.750977
	Iteration 12F: 3 clusters Score -85209.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (163182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163182 members 
Entering Unmasked Estep 
Score: -21957896.000000 Penalty: 2976.650146
	Iteration 0F: 2 clusters Score -2.19579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81798 members 
Mstep: Class 2 contains 81384 members 
Entering Unmasked Estep 
Score: -21852402.000000 Penalty: 5953.300293
	Iteration 0F: 3 clusters Score -2.18524e+07 nChanged 78018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85790 members 
Mstep: Class 2 contains 77392 members 
Entering Unmasked Estep 
Score: -21897758.000000 Penalty: 5953.300293
	Iteration 1F: 3 clusters Score -2.189776e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89038 members 
Mstep: Class 2 contains 74144 members 
Entering Unmasked Estep 
Score: -21899450.000000 Penalty: 5953.300293
	Iteration 2Q: 3 clusters Score -2.189945e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94067 members 
Mstep: Class 2 contains 69115 members 
Entering Unmasked Estep 
Score: -21902308.000000 Penalty: 5953.300293
	Iteration 3Q: 3 clusters Score -2.190231e+07 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101502 members 
Mstep: Class 2 contains 61680 members 
Entering Unmasked Estep 
Score: -21906578.000000 Penalty: 5953.300293
	Iteration 4F: 3 clusters Score -2.190658e+07 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111517 members 
Mstep: Class 2 contains 51665 members 
Entering Unmasked Estep 
Score: -21913780.000000 Penalty: 5953.300293
	Iteration 5F: 3 clusters Score -2.191378e+07 nChanged 13049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123720 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -21923508.000000 Penalty: 5953.300293
	Iteration 6F: 3 clusters Score -2.192351e+07 nChanged 13039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136321 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -21934480.000000 Penalty: 5953.300293
	Iteration 7F: 3 clusters Score -2.193448e+07 nChanged 10956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147029 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -21944510.000000 Penalty: 5953.300293
	Iteration 8F: 3 clusters Score -2.194451e+07 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154583 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -21950848.000000 Penalty: 5953.300293
	Iteration 9Q: 3 clusters Score -2.195085e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159026 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -21953870.000000 Penalty: 5953.300293
	Iteration 10Q: 3 clusters Score -2.195387e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161123 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -21954872.000000 Penalty: 5953.300293
	Iteration 11Q: 3 clusters Score -2.195487e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161968 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -21955148.000000 Penalty: 5953.300293
	Iteration 12Q: 3 clusters Score -2.195515e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162321 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -21955206.000000 Penalty: 5953.300293
	Iteration 13Q: 3 clusters Score -2.195521e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162483 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -21955340.000000 Penalty: 5953.300293
	Iteration 14Q: 3 clusters Score -2.195534e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162565 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -21955408.000000 Penalty: 5953.300293
	Iteration 15Q: 3 clusters Score -2.195541e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162609 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -21955472.000000 Penalty: 5953.300293
	Iteration 16Q: 3 clusters Score -2.195547e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162657 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -21955522.000000 Penalty: 5953.300293
	Iteration 17Q: 3 clusters Score -2.195552e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162687 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -21955532.000000 Penalty: 5953.300293
	Iteration 18Q: 3 clusters Score -2.195553e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162699 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -21955526.000000 Penalty: 5953.300293
	Iteration 19Q: 3 clusters Score -2.195553e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162712 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -21955544.000000 Penalty: 5953.300293
	Iteration 20F: 3 clusters Score -2.195554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162717 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -21955558.000000 Penalty: 5953.300293
	Iteration 21Q: 3 clusters Score -2.195556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162723 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -21955568.000000 Penalty: 5953.300293
	Iteration 22Q: 3 clusters Score -2.195557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162725 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -21955582.000000 Penalty: 5953.300293
	Iteration 23Q: 3 clusters Score -2.195558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162725 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -21955566.000000 Penalty: 5953.300293
	Iteration 24Q: 3 clusters Score -2.195557e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162727 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -21955570.000000 Penalty: 5953.300293
	Iteration 25Q: 3 clusters Score -2.195557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162728 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -21955568.000000 Penalty: 5953.300293
	Iteration 26Q: 3 clusters Score -2.195557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162729 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -21955570.000000 Penalty: 5953.300293
	Iteration 27Q: 3 clusters Score -2.195557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162729 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -21955570.000000 Penalty: 5953.300293
	Iteration 28F: 3 clusters Score -2.195557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (160780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160780 members 
Entering Unmasked Estep 
Score: -21340616.000000 Penalty: 2972.972412
	Iteration 0F: 2 clusters Score -2.134062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80241 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -21234064.000000 Penalty: 5945.944824
	Iteration 0F: 3 clusters Score -2.123406e+07 nChanged 76940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77469 members 
Mstep: Class 2 contains 83311 members 
Entering Unmasked Estep 
Score: -21278268.000000 Penalty: 5945.944824
	Iteration 1F: 3 clusters Score -2.127827e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75357 members 
Mstep: Class 2 contains 85423 members 
Entering Unmasked Estep 
Score: -21279272.000000 Penalty: 5945.944824
	Iteration 2Q: 3 clusters Score -2.127927e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71935 members 
Mstep: Class 2 contains 88845 members 
Entering Unmasked Estep 
Score: -21280778.000000 Penalty: 5945.944824
	Iteration 3Q: 3 clusters Score -2.128078e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66586 members 
Mstep: Class 2 contains 94194 members 
Entering Unmasked Estep 
Score: -21283492.000000 Penalty: 5945.944824
	Iteration 4Q: 3 clusters Score -2.128349e+07 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58782 members 
Mstep: Class 2 contains 101998 members 
Entering Unmasked Estep 
Score: -21288608.000000 Penalty: 5945.944824
	Iteration 5F: 3 clusters Score -2.128861e+07 nChanged 11338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 112356 members 
Entering Unmasked Estep 
Score: -21296102.000000 Penalty: 5945.944824
	Iteration 6F: 3 clusters Score -2.12961e+07 nChanged 12987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 124601 members 
Entering Unmasked Estep 
Score: -21306304.000000 Penalty: 5945.944824
	Iteration 7F: 3 clusters Score -2.13063e+07 nChanged 12540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 136737 members 
Entering Unmasked Estep 
Score: -21317198.000000 Penalty: 5945.944824
	Iteration 8F: 3 clusters Score -2.13172e+07 nChanged 10113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 146666 members 
Entering Unmasked Estep 
Score: -21326192.000000 Penalty: 5945.944824
	Iteration 9F: 3 clusters Score -2.132619e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 153387 members 
Entering Unmasked Estep 
Score: -21332228.000000 Penalty: 5945.944824
	Iteration 10Q: 3 clusters Score -2.133223e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 157139 members 
Entering Unmasked Estep 
Score: -21335324.000000 Penalty: 5945.944824
	Iteration 11Q: 3 clusters Score -2.133532e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 158876 members 
Entering Unmasked Estep 
Score: -21336682.000000 Penalty: 5945.944824
	Iteration 12Q: 3 clusters Score -2.133668e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 159693 members 
Entering Unmasked Estep 
Score: -21337300.000000 Penalty: 5945.944824
	Iteration 13Q: 3 clusters Score -2.13373e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 160043 members 
Entering Unmasked Estep 
Score: -21337592.000000 Penalty: 5945.944824
	Iteration 14Q: 3 clusters Score -2.133759e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 160198 members 
Entering Unmasked Estep 
Score: -21337740.000000 Penalty: 5945.944824
	Iteration 15Q: 3 clusters Score -2.133774e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 160267 members 
Entering Unmasked Estep 
Score: -21337822.000000 Penalty: 5945.944824
	Iteration 16Q: 3 clusters Score -2.133782e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 160314 members 
Entering Unmasked Estep 
Score: -21337918.000000 Penalty: 5945.944824
	Iteration 17Q: 3 clusters Score -2.133792e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 160335 members 
Entering Unmasked Estep 
Score: -21337898.000000 Penalty: 5945.944824
	Iteration 18Q: 3 clusters Score -2.13379e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 160348 members 
Entering Unmasked Estep 
Score: -21337910.000000 Penalty: 5945.944824
	Iteration 19Q: 3 clusters Score -2.133791e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 160356 members 
Entering Unmasked Estep 
Score: -21337936.000000 Penalty: 5945.944824
	Iteration 20F: 3 clusters Score -2.133794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 160364 members 
Entering Unmasked Estep 
Score: -21337938.000000 Penalty: 5945.944824
	Iteration 21Q: 3 clusters Score -2.133794e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 160372 members 
Entering Unmasked Estep 
Score: -21337976.000000 Penalty: 5945.944824
	Iteration 22Q: 3 clusters Score -2.133798e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 160382 members 
Entering Unmasked Estep 
Score: -21337958.000000 Penalty: 5945.944824
	Iteration 23Q: 3 clusters Score -2.133796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 160391 members 
Entering Unmasked Estep 
Score: -21337968.000000 Penalty: 5945.944824
	Iteration 24Q: 3 clusters Score -2.133797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 160395 members 
Entering Unmasked Estep 
Score: -21337984.000000 Penalty: 5945.944824
	Iteration 25Q: 3 clusters Score -2.133798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 160398 members 
Entering Unmasked Estep 
Score: -21337996.000000 Penalty: 5945.944824
	Iteration 26Q: 3 clusters Score -2.1338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 160403 members 
Entering Unmasked Estep 
Score: -21337998.000000 Penalty: 5945.944824
	Iteration 27Q: 3 clusters Score -2.1338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 160407 members 
Entering Unmasked Estep 
Score: -21338006.000000 Penalty: 5945.944824
	Iteration 28Q: 3 clusters Score -2.133801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 160409 members 
Entering Unmasked Estep 
Score: -21338002.000000 Penalty: 5945.944824
	Iteration 29Q: 3 clusters Score -2.1338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 160413 members 
Entering Unmasked Estep 
Score: -21338014.000000 Penalty: 5945.944824
	Iteration 30Q: 3 clusters Score -2.133801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 160419 members 
Entering Unmasked Estep 
Score: -21338016.000000 Penalty: 5945.944824
	Iteration 31Q: 3 clusters Score -2.133802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 160421 members 
Entering Unmasked Estep 
Score: -21338028.000000 Penalty: 5945.944824
	Iteration 32Q: 3 clusters Score -2.133803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 160422 members 
Entering Unmasked Estep 
Score: -21338030.000000 Penalty: 5945.944824
	Iteration 33Q: 3 clusters Score -2.133803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 160425 members 
Entering Unmasked Estep 
Score: -21338036.000000 Penalty: 5945.944824
	Iteration 34Q: 3 clusters Score -2.133804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 160427 members 
Entering Unmasked Estep 
Score: -21338042.000000 Penalty: 5945.944824
	Iteration 35Q: 3 clusters Score -2.133804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 160429 members 
Entering Unmasked Estep 
Score: -21338036.000000 Penalty: 5945.944824
	Iteration 36Q: 3 clusters Score -2.133804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 160431 members 
Entering Unmasked Estep 
Score: -21338042.000000 Penalty: 5945.944824
	Iteration 37Q: 3 clusters Score -2.133804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 160432 members 
Entering Unmasked Estep 
Score: -21338032.000000 Penalty: 5945.944824
	Iteration 38Q: 3 clusters Score -2.133803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 160433 members 
Entering Unmasked Estep 
Score: -21338030.000000 Penalty: 5945.944824
	Iteration 39Q: 3 clusters Score -2.133803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 160432 members 
Entering Unmasked Estep 
Score: -21338026.000000 Penalty: 5945.944824
	Iteration 40F: 3 clusters Score -2.133803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Entering Unmasked Estep 
Score: -3507524.250000 Penalty: 2525.780273
	Iteration 0F: 2 clusters Score -3507524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -3489217.500000 Penalty: 5051.560547
	Iteration 0F: 3 clusters Score -3489218 nChanged 11865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -3495567.250000 Penalty: 5051.560547
	Iteration 1F: 3 clusters Score -3495567 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -3496182.500000 Penalty: 5051.560547
	Iteration 2F: 3 clusters Score -3496182 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -3496833.000000 Penalty: 5051.560547
	Iteration 3Q: 3 clusters Score -3496833 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -3497523.750000 Penalty: 5051.560547
	Iteration 4Q: 3 clusters Score -3497524 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -3498290.500000 Penalty: 5051.560547
	Iteration 5F: 3 clusters Score -3498290 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3499189.250000 Penalty: 5051.560547
	Iteration 6F: 3 clusters Score -3499189 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -3500229.000000 Penalty: 5051.560547
	Iteration 7F: 3 clusters Score -3500229 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -3501351.750000 Penalty: 5051.560547
	Iteration 8F: 3 clusters Score -3501352 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -3502510.000000 Penalty: 5051.560547
	Iteration 9F: 3 clusters Score -3502510 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3503441.250000 Penalty: 5051.560547
	Iteration 10Q: 3 clusters Score -3503441 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -3504087.500000 Penalty: 5051.560547
	Iteration 11Q: 3 clusters Score -3504088 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -3504486.750000 Penalty: 5051.560547
	Iteration 12Q: 3 clusters Score -3504487 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -3504705.000000 Penalty: 5051.560547
	Iteration 13Q: 3 clusters Score -3504705 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -3504883.750000 Penalty: 5051.560547
	Iteration 14Q: 3 clusters Score -3504884 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -3505004.000000 Penalty: 5051.560547
	Iteration 15Q: 3 clusters Score -3505004 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -3505101.500000 Penalty: 5051.560547
	Iteration 16Q: 3 clusters Score -3505102 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -3505191.750000 Penalty: 5051.560547
	Iteration 17Q: 3 clusters Score -3505192 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -3505268.250000 Penalty: 5051.560547
	Iteration 18Q: 3 clusters Score -3505268 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -3505332.750000 Penalty: 5051.560547
	Iteration 19Q: 3 clusters Score -3505333 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -3505417.500000 Penalty: 5051.560547
	Iteration 20F: 3 clusters Score -3505418 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -3505471.750000 Penalty: 5051.560547
	Iteration 21Q: 3 clusters Score -3505472 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -3505522.000000 Penalty: 5051.560547
	Iteration 22Q: 3 clusters Score -3505522 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -3505558.500000 Penalty: 5051.560547
	Iteration 23Q: 3 clusters Score -3505558 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -3505608.750000 Penalty: 5051.560547
	Iteration 24Q: 3 clusters Score -3505609 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -3505644.750000 Penalty: 5051.560547
	Iteration 25Q: 3 clusters Score -3505645 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -3505671.500000 Penalty: 5051.560547
	Iteration 26Q: 3 clusters Score -3505672 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -3505688.250000 Penalty: 5051.560547
	Iteration 27Q: 3 clusters Score -3505688 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -3505698.000000 Penalty: 5051.560547
	Iteration 28Q: 3 clusters Score -3505698 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -3505719.000000 Penalty: 5051.560547
	Iteration 29Q: 3 clusters Score -3505719 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -3505725.750000 Penalty: 5051.560547
	Iteration 30Q: 3 clusters Score -3505726 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -3505740.000000 Penalty: 5051.560547
	Iteration 31Q: 3 clusters Score -3505740 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3505754.500000 Penalty: 5051.560547
	Iteration 32Q: 3 clusters Score -3505754 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -3505760.250000 Penalty: 5051.560547
	Iteration 33Q: 3 clusters Score -3505760 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -3505778.750000 Penalty: 5051.560547
	Iteration 34Q: 3 clusters Score -3505779 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -3505786.750000 Penalty: 5051.560547
	Iteration 35Q: 3 clusters Score -3505787 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -3505801.250000 Penalty: 5051.560547
	Iteration 36Q: 3 clusters Score -3505801 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -3505810.750000 Penalty: 5051.560547
	Iteration 37Q: 3 clusters Score -3505811 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -3505820.750000 Penalty: 5051.560547
	Iteration 38Q: 3 clusters Score -3505821 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -3505839.250000 Penalty: 5051.560547
	Iteration 39Q: 3 clusters Score -3505839 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -3505847.250000 Penalty: 5051.560547
	Iteration 40F: 3 clusters Score -3505847 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -3505864.000000 Penalty: 5051.560547
	Iteration 41Q: 3 clusters Score -3505864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -3505867.500000 Penalty: 5051.560547
	Iteration 42Q: 3 clusters Score -3505868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -3505868.250000 Penalty: 5051.560547
	Iteration 43Q: 3 clusters Score -3505868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -3505874.750000 Penalty: 5051.560547
	Iteration 44Q: 3 clusters Score -3505875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -3505888.000000 Penalty: 5051.560547
	Iteration 45Q: 3 clusters Score -3505888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -3505900.000000 Penalty: 5051.560547
	Iteration 46Q: 3 clusters Score -3505900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -3505907.500000 Penalty: 5051.560547
	Iteration 47Q: 3 clusters Score -3505908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3505910.250000 Penalty: 5051.560547
	Iteration 48Q: 3 clusters Score -3505910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3505911.250000 Penalty: 5051.560547
	Iteration 49Q: 3 clusters Score -3505911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -3505924.000000 Penalty: 5051.560547
	Iteration 50Q: 3 clusters Score -3505924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -3505921.500000 Penalty: 5051.560547
	Iteration 51Q: 3 clusters Score -3505922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -3505920.500000 Penalty: 5051.560547
	Iteration 52Q: 3 clusters Score -3505920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -3505924.000000 Penalty: 5051.560547
	Iteration 53Q: 3 clusters Score -3505924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -3505919.000000 Penalty: 5051.560547
	Iteration 54Q: 3 clusters Score -3505919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -3505927.500000 Penalty: 5051.560547
	Iteration 55Q: 3 clusters Score -3505928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -3505934.000000 Penalty: 5051.560547
	Iteration 56Q: 3 clusters Score -3505934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -3505940.250000 Penalty: 5051.560547
	Iteration 57Q: 3 clusters Score -3505940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -3505938.250000 Penalty: 5051.560547
	Iteration 58Q: 3 clusters Score -3505938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -3505941.750000 Penalty: 5051.560547
	Iteration 59Q: 3 clusters Score -3505942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -3505944.750000 Penalty: 5051.560547
	Iteration 60F: 3 clusters Score -3505945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -3505945.500000 Penalty: 5051.560547
	Iteration 61Q: 3 clusters Score -3505946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -3505945.500000 Penalty: 5051.560547
	Iteration 62F: 3 clusters Score -3505946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -36793.875000 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -36793.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -35576.859375 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -35576.86 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35987.042969 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -35987.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36336.824219 Penalty: 2902.692383
	Iteration 2F: 3 clusters Score -36336.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36737.058594 Penalty: 2902.692383
	Iteration 3F: 3 clusters Score -36737.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36999.027344 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -36999.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37118.402344 Penalty: 2902.692383
	Iteration 5Q: 3 clusters Score -37118.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37361.863281 Penalty: 2902.692383
	Iteration 6Q: 3 clusters Score -37361.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37785.261719 Penalty: 2902.692383
	Iteration 7Q: 3 clusters Score -37785.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37815.160156 Penalty: 2902.692383
	Iteration 8Q: 3 clusters Score -37815.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37845.910156 Penalty: 2902.692383
	Iteration 9Q: 3 clusters Score -37845.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37861.324219 Penalty: 2902.692383
	Iteration 10Q: 3 clusters Score -37861.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37911.839844 Penalty: 2902.692383
	Iteration 11Q: 3 clusters Score -37911.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -38041.363281 Penalty: 2902.692383
	Iteration 12Q: 3 clusters Score -38041.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38254.472656 Penalty: 2902.692383
	Iteration 13Q: 3 clusters Score -38254.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38260.179688 Penalty: 2902.692383
	Iteration 14F: 3 clusters Score -38260.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38285.019531 Penalty: 2902.692383
	Iteration 15Q: 3 clusters Score -38285.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38285.019531 Penalty: 2902.692383
	Iteration 16F: 3 clusters Score -38285.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3818 members 
Mstep: Class 3 contains 164218 members 
Mstep: Class 4 contains 77995 members 
Mstep: Class 5 contains 162571 members 
Mstep: Class 6 contains 83931 members 
Mstep: Class 7 contains 2882 members 
Mstep: Class 8 contains 6383 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 163182 members 
Mstep: Class 11 contains 160780 members 
Mstep: Class 12 contains 26492 members 
Mstep: Class 13 contains 150 members 
Mstep: Class 14 contains 968 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5616 members 
Mstep: Class 18 contains 160556 members 
Mstep: Class 19 contains 75775 members 
Mstep: Class 20 contains 114883 members 
Mstep: Class 21 contains 160408 members 
Mstep: Class 22 contains 5704 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 198 members 
Entering Unmasked Estep 
Score: -180434864.000000 Penalty: 87655.367188
Splitting cluster 13 changes total score from -180436752.000000 to -180434864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Entering Unmasked Estep 
Score: -113962.304688 Penalty: 1705.057617
	Iteration 0F: 2 clusters Score -113962.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -112145.570312 Penalty: 3410.115234
	Iteration 0F: 3 clusters Score -112145.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -112517.671875 Penalty: 3410.115234
	Iteration 1F: 3 clusters Score -112517.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -112637.367188 Penalty: 3410.115234
	Iteration 2F: 3 clusters Score -112637.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -112703.320312 Penalty: 3410.115234
	Iteration 3Q: 3 clusters Score -112703.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -112751.289062 Penalty: 3410.115234
	Iteration 4Q: 3 clusters Score -112751.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -112770.070312 Penalty: 3410.115234
	Iteration 5Q: 3 clusters Score -112770.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -112780.234375 Penalty: 3410.115234
	Iteration 6Q: 3 clusters Score -112780.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -112794.890625 Penalty: 3410.115234
	Iteration 7Q: 3 clusters Score -112794.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -112806.476562 Penalty: 3410.115234
	Iteration 8Q: 3 clusters Score -112806.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -112822.054688 Penalty: 3410.115234
	Iteration 9Q: 3 clusters Score -112822.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -112833.906250 Penalty: 3410.115234
	Iteration 10Q: 3 clusters Score -112833.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -112843.296875 Penalty: 3410.115234
	Iteration 11Q: 3 clusters Score -112843.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -112855.007812 Penalty: 3410.115234
	Iteration 12Q: 3 clusters Score -112855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -112867.101562 Penalty: 3410.115234
	Iteration 13Q: 3 clusters Score -112867.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -112875.937500 Penalty: 3410.115234
	Iteration 14Q: 3 clusters Score -112875.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -112884.093750 Penalty: 3410.115234
	Iteration 15Q: 3 clusters Score -112884.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -112918.210938 Penalty: 3410.115234
	Iteration 16Q: 3 clusters Score -112918.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -112925.234375 Penalty: 3410.115234
	Iteration 17Q: 3 clusters Score -112925.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -112931.015625 Penalty: 3410.115234
	Iteration 18Q: 3 clusters Score -112931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -112934.492188 Penalty: 3410.115234
	Iteration 19Q: 3 clusters Score -112934.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -112938.132812 Penalty: 3410.115234
	Iteration 20F: 3 clusters Score -112938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -112939.085938 Penalty: 3410.115234
	Iteration 21Q: 3 clusters Score -112939.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -112940.515625 Penalty: 3410.115234
	Iteration 22Q: 3 clusters Score -112940.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -112945.984375 Penalty: 3410.115234
	Iteration 23Q: 3 clusters Score -112946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -112952.265625 Penalty: 3410.115234
	Iteration 24Q: 3 clusters Score -112952.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -112957.445312 Penalty: 3410.115234
	Iteration 25Q: 3 clusters Score -112957.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -112960.070312 Penalty: 3410.115234
	Iteration 26Q: 3 clusters Score -112960.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -112962.304688 Penalty: 3410.115234
	Iteration 27Q: 3 clusters Score -112962.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -112963.585938 Penalty: 3410.115234
	Iteration 28Q: 3 clusters Score -112963.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -112965.695312 Penalty: 3410.115234
	Iteration 29Q: 3 clusters Score -112965.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -112969.382812 Penalty: 3410.115234
	Iteration 30Q: 3 clusters Score -112969.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -112971.382812 Penalty: 3410.115234
	Iteration 31Q: 3 clusters Score -112971.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -112971.382812 Penalty: 3410.115234
	Iteration 32F: 3 clusters Score -112971.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -74572.960938 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -74572.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -72949.187500 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -72949.19 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -73207.109375 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -73207.11 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -73452.617188 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -73452.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -73551.976562 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -73551.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -73686.710938 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -73686.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -73809.554688 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -73809.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -74155.250000 Penalty: 3192.330566
	Iteration 6F: 3 clusters Score -74155.25 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -74961.859375 Penalty: 3192.330566
	Iteration 7F: 3 clusters Score -74961.86 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -75668.593750 Penalty: 3192.330566
	Iteration 8F: 3 clusters Score -75668.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -75875.101562 Penalty: 3192.330566
	Iteration 9F: 3 clusters Score -75875.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -75938.585938 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -75938.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -75983.171875 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -75983.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -76063.226562 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -76063.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -76143.367188 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -76143.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -76143.367188 Penalty: 3192.330566
	Iteration 14F: 3 clusters Score -76143.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3818 members 
Mstep: Class 3 contains 164218 members 
Mstep: Class 4 contains 77995 members 
Mstep: Class 5 contains 162571 members 
Mstep: Class 6 contains 83931 members 
Mstep: Class 7 contains 2882 members 
Mstep: Class 8 contains 6383 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 163182 members 
Mstep: Class 11 contains 160780 members 
Mstep: Class 12 contains 26492 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 968 members 
Mstep: Class 15 contains 534 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5616 members 
Mstep: Class 18 contains 160556 members 
Mstep: Class 19 contains 75775 members 
Mstep: Class 20 contains 114883 members 
Mstep: Class 21 contains 160408 members 
Mstep: Class 22 contains 5704 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 90 members 
Entering Unmasked Estep 
Score: -180436016.000000 Penalty: 87655.367188
Splitting cluster 15 changes total score from -180436752.000000 to -180436016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -76067.664062 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -76067.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -74439.367188 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -74439.37 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -74741.921875 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -74741.92 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -74875.250000 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -74875.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -74914.093750 Penalty: 3206.435791
	Iteration 3Q: 3 clusters Score -74914.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -74938.953125 Penalty: 3206.435791
	Iteration 4Q: 3 clusters Score -74938.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -74957.835938 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -74957.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -74967.179688 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -74967.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -74973.539062 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -74973.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -74976.484375 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -74976.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -74983.867188 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -74983.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -74988.132812 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -74988.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -74991.570312 Penalty: 3206.435791
	Iteration 11Q: 3 clusters Score -74991.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -75004.179688 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -75004.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -75013.351562 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -75013.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -75072.289062 Penalty: 3206.435791
	Iteration 14Q: 3 clusters Score -75072.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -75323.421875 Penalty: 3206.435791
	Iteration 15Q: 3 clusters Score -75323.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -75842.781250 Penalty: 3206.435791
	Iteration 16Q: 3 clusters Score -75842.78 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -76177.515625 Penalty: 3206.435791
	Iteration 17F: 3 clusters Score -76177.52 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -76505.031250 Penalty: 3206.435791
	Iteration 18F: 3 clusters Score -76505.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -77298.484375 Penalty: 3206.435791
	Iteration 19Q: 3 clusters Score -77298.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -77765.242188 Penalty: 3206.435791
	Iteration 20F: 3 clusters Score -77765.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -77804.781250 Penalty: 3206.435791
	Iteration 21Q: 3 clusters Score -77804.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -77815.007812 Penalty: 3206.435791
	Iteration 22Q: 3 clusters Score -77815.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -77873.382812 Penalty: 3206.435791
	Iteration 23Q: 3 clusters Score -77873.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -77873.382812 Penalty: 3206.435791
	Iteration 24F: 3 clusters Score -77873.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3818 members 
Mstep: Class 3 contains 164218 members 
Mstep: Class 4 contains 77995 members 
Mstep: Class 5 contains 162571 members 
Mstep: Class 6 contains 83931 members 
Mstep: Class 7 contains 2882 members 
Mstep: Class 8 contains 6383 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 163182 members 
Mstep: Class 11 contains 160780 members 
Mstep: Class 12 contains 26492 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 968 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 76 members 
Mstep: Class 17 contains 5616 members 
Mstep: Class 18 contains 160556 members 
Mstep: Class 19 contains 75775 members 
Mstep: Class 20 contains 114883 members 
Mstep: Class 21 contains 160408 members 
Mstep: Class 22 contains 5704 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 566 members 
Entering Unmasked Estep 
Score: -180435968.000000 Penalty: 87655.367188
Splitting cluster 16 changes total score from -180436752.000000 to -180435968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (5616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Entering Unmasked Estep 
Score: -745524.750000 Penalty: 2141.077148
	Iteration 0F: 2 clusters Score -745524.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -740593.125000 Penalty: 4282.154297
	Iteration 0F: 3 clusters Score -740593.1 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -741801.687500 Penalty: 4282.154297
	Iteration 1F: 3 clusters Score -741801.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -742019.625000 Penalty: 4282.154297
	Iteration 2F: 3 clusters Score -742019.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -742150.437500 Penalty: 4282.154297
	Iteration 3Q: 3 clusters Score -742150.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -742253.625000 Penalty: 4282.154297
	Iteration 4Q: 3 clusters Score -742253.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -742343.562500 Penalty: 4282.154297
	Iteration 5Q: 3 clusters Score -742343.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -742427.625000 Penalty: 4282.154297
	Iteration 6Q: 3 clusters Score -742427.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -742533.312500 Penalty: 4282.154297
	Iteration 7Q: 3 clusters Score -742533.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -742666.312500 Penalty: 4282.154297
	Iteration 8Q: 3 clusters Score -742666.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -742830.187500 Penalty: 4282.154297
	Iteration 9Q: 3 clusters Score -742830.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -742970.375000 Penalty: 4282.154297
	Iteration 10Q: 3 clusters Score -742970.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -743109.812500 Penalty: 4282.154297
	Iteration 11Q: 3 clusters Score -743109.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -743240.687500 Penalty: 4282.154297
	Iteration 12Q: 3 clusters Score -743240.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -743373.312500 Penalty: 4282.154297
	Iteration 13Q: 3 clusters Score -743373.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -743489.000000 Penalty: 4282.154297
	Iteration 14Q: 3 clusters Score -743489 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -743613.312500 Penalty: 4282.154297
	Iteration 15Q: 3 clusters Score -743613.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -743735.000000 Penalty: 4282.154297
	Iteration 16Q: 3 clusters Score -743735 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -743837.312500 Penalty: 4282.154297
	Iteration 17Q: 3 clusters Score -743837.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -743921.250000 Penalty: 4282.154297
	Iteration 18Q: 3 clusters Score -743921.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -743978.750000 Penalty: 4282.154297
	Iteration 19Q: 3 clusters Score -743978.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -744021.500000 Penalty: 4282.154297
	Iteration 20F: 3 clusters Score -744021.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -744050.500000 Penalty: 4282.154297
	Iteration 21Q: 3 clusters Score -744050.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -744077.312500 Penalty: 4282.154297
	Iteration 22Q: 3 clusters Score -744077.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -744091.750000 Penalty: 4282.154297
	Iteration 23Q: 3 clusters Score -744091.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -744104.062500 Penalty: 4282.154297
	Iteration 24Q: 3 clusters Score -744104.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -744108.312500 Penalty: 4282.154297
	Iteration 25Q: 3 clusters Score -744108.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -744112.312500 Penalty: 4282.154297
	Iteration 26Q: 3 clusters Score -744112.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -744116.187500 Penalty: 4282.154297
	Iteration 27Q: 3 clusters Score -744116.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -744117.437500 Penalty: 4282.154297
	Iteration 28Q: 3 clusters Score -744117.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -744121.750000 Penalty: 4282.154297
	Iteration 29Q: 3 clusters Score -744121.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -744122.750000 Penalty: 4282.154297
	Iteration 30Q: 3 clusters Score -744122.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -744125.687500 Penalty: 4282.154297
	Iteration 31Q: 3 clusters Score -744125.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -744126.000000 Penalty: 4282.154297
	Iteration 32Q: 3 clusters Score -744126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -744126.937500 Penalty: 4282.154297
	Iteration 33Q: 3 clusters Score -744126.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -744127.750000 Penalty: 4282.154297
	Iteration 34Q: 3 clusters Score -744127.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -744129.125000 Penalty: 4282.154297
	Iteration 35Q: 3 clusters Score -744129.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -744130.062500 Penalty: 4282.154297
	Iteration 36Q: 3 clusters Score -744130.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -744130.687500 Penalty: 4282.154297
	Iteration 37Q: 3 clusters Score -744130.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -744130.750000 Penalty: 4282.154297
	Iteration 38Q: 3 clusters Score -744130.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -744131.312500 Penalty: 4282.154297
	Iteration 39Q: 3 clusters Score -744131.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -744131.312500 Penalty: 4282.154297
	Iteration 40F: 3 clusters Score -744131.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (160556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160556 members 
Entering Unmasked Estep 
Score: -21291984.000000 Penalty: 2972.626709
	Iteration 0F: 2 clusters Score -2.129198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80509 members 
Mstep: Class 2 contains 80047 members 
Entering Unmasked Estep 
Score: -21187498.000000 Penalty: 5945.253418
	Iteration 0F: 3 clusters Score -2.11875e+07 nChanged 76882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84325 members 
Mstep: Class 2 contains 76231 members 
Entering Unmasked Estep 
Score: -21232316.000000 Penalty: 5945.253418
	Iteration 1F: 3 clusters Score -2.123232e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87210 members 
Mstep: Class 2 contains 73346 members 
Entering Unmasked Estep 
Score: -21234250.000000 Penalty: 5945.253418
	Iteration 2Q: 3 clusters Score -2.123425e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91875 members 
Mstep: Class 2 contains 68681 members 
Entering Unmasked Estep 
Score: -21237220.000000 Penalty: 5945.253418
	Iteration 3Q: 3 clusters Score -2.123722e+07 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98671 members 
Mstep: Class 2 contains 61885 members 
Entering Unmasked Estep 
Score: -21242130.000000 Penalty: 5945.253418
	Iteration 4F: 3 clusters Score -2.124213e+07 nChanged 11716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107815 members 
Mstep: Class 2 contains 52741 members 
Entering Unmasked Estep 
Score: -21249992.000000 Penalty: 5945.253418
	Iteration 5F: 3 clusters Score -2.124999e+07 nChanged 12898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118327 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -21259586.000000 Penalty: 5945.253418
	Iteration 6F: 3 clusters Score -2.125959e+07 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128475 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -21269466.000000 Penalty: 5945.253418
	Iteration 7F: 3 clusters Score -2.126947e+07 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136600 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -21278116.000000 Penalty: 5945.253418
	Iteration 8F: 3 clusters Score -2.127812e+07 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141739 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -21284478.000000 Penalty: 5945.253418
	Iteration 9Q: 3 clusters Score -2.128448e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144424 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -21287688.000000 Penalty: 5945.253418
	Iteration 10Q: 3 clusters Score -2.128769e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146161 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -21289276.000000 Penalty: 5945.253418
	Iteration 11Q: 3 clusters Score -2.128928e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147601 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -21289904.000000 Penalty: 5945.253418
	Iteration 12Q: 3 clusters Score -2.12899e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148859 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -21290446.000000 Penalty: 5945.253418
	Iteration 13Q: 3 clusters Score -2.129045e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149959 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -21290814.000000 Penalty: 5945.253418
	Iteration 14Q: 3 clusters Score -2.129081e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150963 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -21291166.000000 Penalty: 5945.253418
	Iteration 15Q: 3 clusters Score -2.129117e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151867 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -21291366.000000 Penalty: 5945.253418
	Iteration 16Q: 3 clusters Score -2.129137e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152668 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -21291592.000000 Penalty: 5945.253418
	Iteration 17Q: 3 clusters Score -2.129159e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153347 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -21291584.000000 Penalty: 5945.253418
	Iteration 18Q: 3 clusters Score -2.129158e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153929 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -21291702.000000 Penalty: 5945.253418
	Iteration 19Q: 3 clusters Score -2.12917e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154469 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -21291750.000000 Penalty: 5945.253418
	Iteration 20F: 3 clusters Score -2.129175e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154952 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -21291764.000000 Penalty: 5945.253418
	Iteration 21Q: 3 clusters Score -2.129176e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155336 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -21291834.000000 Penalty: 5945.253418
	Iteration 22Q: 3 clusters Score -2.129183e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155663 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -21291774.000000 Penalty: 5945.253418
	Iteration 23Q: 3 clusters Score -2.129177e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155955 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -21291756.000000 Penalty: 5945.253418
	Iteration 24Q: 3 clusters Score -2.129176e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156162 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -21291736.000000 Penalty: 5945.253418
	Iteration 25Q: 3 clusters Score -2.129174e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156323 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -21291740.000000 Penalty: 5945.253418
	Iteration 26Q: 3 clusters Score -2.129174e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156461 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -21291696.000000 Penalty: 5945.253418
	Iteration 27Q: 3 clusters Score -2.12917e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156580 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -21291672.000000 Penalty: 5945.253418
	Iteration 28Q: 3 clusters Score -2.129167e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156683 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -21291688.000000 Penalty: 5945.253418
	Iteration 29Q: 3 clusters Score -2.129169e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156787 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -21291720.000000 Penalty: 5945.253418
	Iteration 30Q: 3 clusters Score -2.129172e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156871 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -21291710.000000 Penalty: 5945.253418
	Iteration 31Q: 3 clusters Score -2.129171e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156962 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -21291714.000000 Penalty: 5945.253418
	Iteration 32Q: 3 clusters Score -2.129171e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157052 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -21291672.000000 Penalty: 5945.253418
	Iteration 33Q: 3 clusters Score -2.129167e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157122 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -21291654.000000 Penalty: 5945.253418
	Iteration 34Q: 3 clusters Score -2.129165e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157189 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -21291640.000000 Penalty: 5945.253418
	Iteration 35Q: 3 clusters Score -2.129164e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157237 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -21291636.000000 Penalty: 5945.253418
	Iteration 36Q: 3 clusters Score -2.129164e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157277 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -21291624.000000 Penalty: 5945.253418
	Iteration 37Q: 3 clusters Score -2.129162e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157304 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -21291634.000000 Penalty: 5945.253418
	Iteration 38Q: 3 clusters Score -2.129163e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157342 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -21291626.000000 Penalty: 5945.253418
	Iteration 39Q: 3 clusters Score -2.129163e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157379 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -21291620.000000 Penalty: 5945.253418
	Iteration 40F: 3 clusters Score -2.129162e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157414 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -21291626.000000 Penalty: 5945.253418
	Iteration 41Q: 3 clusters Score -2.129163e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157441 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -21291634.000000 Penalty: 5945.253418
	Iteration 42Q: 3 clusters Score -2.129163e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157458 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -21291604.000000 Penalty: 5945.253418
	Iteration 43Q: 3 clusters Score -2.12916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157469 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -21291606.000000 Penalty: 5945.253418
	Iteration 44Q: 3 clusters Score -2.129161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157475 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -21291608.000000 Penalty: 5945.253418
	Iteration 45Q: 3 clusters Score -2.129161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157480 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -21291616.000000 Penalty: 5945.253418
	Iteration 46Q: 3 clusters Score -2.129162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157486 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -21291614.000000 Penalty: 5945.253418
	Iteration 47Q: 3 clusters Score -2.129161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157493 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -21291614.000000 Penalty: 5945.253418
	Iteration 48Q: 3 clusters Score -2.129161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157495 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -21291604.000000 Penalty: 5945.253418
	Iteration 49Q: 3 clusters Score -2.12916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157502 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -21291600.000000 Penalty: 5945.253418
	Iteration 50Q: 3 clusters Score -2.12916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157504 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -21291592.000000 Penalty: 5945.253418
	Iteration 51Q: 3 clusters Score -2.129159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157509 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -21291612.000000 Penalty: 5945.253418
	Iteration 52Q: 3 clusters Score -2.129161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157516 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -21291622.000000 Penalty: 5945.253418
	Iteration 53Q: 3 clusters Score -2.129162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157521 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -21291608.000000 Penalty: 5945.253418
	Iteration 54Q: 3 clusters Score -2.129161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157524 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -21291622.000000 Penalty: 5945.253418
	Iteration 55Q: 3 clusters Score -2.129162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157527 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -21291622.000000 Penalty: 5945.253418
	Iteration 56Q: 3 clusters Score -2.129162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157528 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -21291622.000000 Penalty: 5945.253418
	Iteration 57Q: 3 clusters Score -2.129162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157529 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -21291630.000000 Penalty: 5945.253418
	Iteration 58Q: 3 clusters Score -2.129163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157529 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -21291630.000000 Penalty: 5945.253418
	Iteration 59F: 3 clusters Score -2.129163e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (75775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75775 members 
Entering Unmasked Estep 
Score: -10113555.000000 Penalty: 2786.409668
	Iteration 0F: 2 clusters Score -1.011356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -10062793.000000 Penalty: 5572.819336
	Iteration 0F: 3 clusters Score -1.006279e+07 nChanged 35591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -10083105.000000 Penalty: 5572.819336
	Iteration 1F: 3 clusters Score -1.00831e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -10083863.000000 Penalty: 5572.819336
	Iteration 2Q: 3 clusters Score -1.008386e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -10084875.000000 Penalty: 5572.819336
	Iteration 3Q: 3 clusters Score -1.008488e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -10086255.000000 Penalty: 5572.819336
	Iteration 4Q: 3 clusters Score -1.008626e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -10088473.000000 Penalty: 5572.819336
	Iteration 5F: 3 clusters Score -1.008847e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 54291 members 
Entering Unmasked Estep 
Score: -10091876.000000 Penalty: 5572.819336
	Iteration 6F: 3 clusters Score -1.009188e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 60167 members 
Entering Unmasked Estep 
Score: -10096546.000000 Penalty: 5572.819336
	Iteration 7F: 3 clusters Score -1.009655e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 66149 members 
Entering Unmasked Estep 
Score: -10102040.000000 Penalty: 5572.819336
	Iteration 8F: 3 clusters Score -1.010204e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 70895 members 
Entering Unmasked Estep 
Score: -10106616.000000 Penalty: 5572.819336
	Iteration 9F: 3 clusters Score -1.010662e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 73698 members 
Entering Unmasked Estep 
Score: -10109227.000000 Penalty: 5572.819336
	Iteration 10Q: 3 clusters Score -1.010923e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 74876 members 
Entering Unmasked Estep 
Score: -10110330.000000 Penalty: 5572.819336
	Iteration 11Q: 3 clusters Score -1.011033e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 75292 members 
Entering Unmasked Estep 
Score: -10110742.000000 Penalty: 5572.819336
	Iteration 12Q: 3 clusters Score -1.011074e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 75431 members 
Entering Unmasked Estep 
Score: -10110917.000000 Penalty: 5572.819336
	Iteration 13Q: 3 clusters Score -1.011092e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 75480 members 
Entering Unmasked Estep 
Score: -10110993.000000 Penalty: 5572.819336
	Iteration 14Q: 3 clusters Score -1.011099e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 75502 members 
Entering Unmasked Estep 
Score: -10111043.000000 Penalty: 5572.819336
	Iteration 15Q: 3 clusters Score -1.011104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 75511 members 
Entering Unmasked Estep 
Score: -10111056.000000 Penalty: 5572.819336
	Iteration 16Q: 3 clusters Score -1.011106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 75515 members 
Entering Unmasked Estep 
Score: -10111060.000000 Penalty: 5572.819336
	Iteration 17Q: 3 clusters Score -1.011106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -10111064.000000 Penalty: 5572.819336
	Iteration 18Q: 3 clusters Score -1.011106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 75520 members 
Entering Unmasked Estep 
Score: -10111071.000000 Penalty: 5572.819336
	Iteration 19Q: 3 clusters Score -1.011107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 75520 members 
Entering Unmasked Estep 
Score: -10111071.000000 Penalty: 5572.819336
	Iteration 20F: 3 clusters Score -1.011107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (114883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114883 members 
Entering Unmasked Estep 
Score: -15734901.000000 Penalty: 2889.614014
	Iteration 0F: 2 clusters Score -1.57349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57585 members 
Mstep: Class 2 contains 57298 members 
Entering Unmasked Estep 
Score: -15657989.000000 Penalty: 5779.228027
	Iteration 0F: 3 clusters Score -1.565799e+07 nChanged 54721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -15689679.000000 Penalty: 5779.228027
	Iteration 1F: 3 clusters Score -1.568968e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61222 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -15690577.000000 Penalty: 5779.228027
	Iteration 2Q: 3 clusters Score -1.569058e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63357 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -15691653.000000 Penalty: 5779.228027
	Iteration 3Q: 3 clusters Score -1.569165e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66493 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -15692998.000000 Penalty: 5779.228027
	Iteration 4Q: 3 clusters Score -1.5693e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70990 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -15695313.000000 Penalty: 5779.228027
	Iteration 5Q: 3 clusters Score -1.569531e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77105 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -15698940.000000 Penalty: 5779.228027
	Iteration 6F: 3 clusters Score -1.569894e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85020 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -15704722.000000 Penalty: 5779.228027
	Iteration 7F: 3 clusters Score -1.570472e+07 nChanged 9144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94118 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -15712476.000000 Penalty: 5779.228027
	Iteration 8F: 3 clusters Score -1.571248e+07 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102979 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -15721254.000000 Penalty: 5779.228027
	Iteration 9F: 3 clusters Score -1.572125e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109481 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -15727576.000000 Penalty: 5779.228027
	Iteration 10F: 3 clusters Score -1.572758e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112789 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -15730521.000000 Penalty: 5779.228027
	Iteration 11Q: 3 clusters Score -1.573052e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114038 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -15731659.000000 Penalty: 5779.228027
	Iteration 12Q: 3 clusters Score -1.573166e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114432 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -15732042.000000 Penalty: 5779.228027
	Iteration 13Q: 3 clusters Score -1.573204e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114554 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -15732208.000000 Penalty: 5779.228027
	Iteration 14Q: 3 clusters Score -1.573221e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114603 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -15732274.000000 Penalty: 5779.228027
	Iteration 15Q: 3 clusters Score -1.573227e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114629 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15732332.000000 Penalty: 5779.228027
	Iteration 16Q: 3 clusters Score -1.573233e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114639 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15732354.000000 Penalty: 5779.228027
	Iteration 17Q: 3 clusters Score -1.573235e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114643 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -15732363.000000 Penalty: 5779.228027
	Iteration 18Q: 3 clusters Score -1.573236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114647 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -15732383.000000 Penalty: 5779.228027
	Iteration 19Q: 3 clusters Score -1.573238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114650 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15732382.000000 Penalty: 5779.228027
	Iteration 20F: 3 clusters Score -1.573238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114650 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -15732385.000000 Penalty: 5779.228027
	Iteration 21Q: 3 clusters Score -1.573238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114649 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -15732390.000000 Penalty: 5779.228027
	Iteration 22Q: 3 clusters Score -1.573239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114649 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -15732390.000000 Penalty: 5779.228027
	Iteration 23F: 3 clusters Score -1.573239e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (160408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160408 members 
Entering Unmasked Estep 
Score: -21676342.000000 Penalty: 2972.397949
	Iteration 0F: 2 clusters Score -2.167634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80400 members 
Mstep: Class 2 contains 80008 members 
Entering Unmasked Estep 
Score: -21570840.000000 Penalty: 5944.795898
	Iteration 0F: 3 clusters Score -2.157084e+07 nChanged 76997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83361 members 
Mstep: Class 2 contains 77047 members 
Entering Unmasked Estep 
Score: -21615666.000000 Penalty: 5944.795898
	Iteration 1F: 3 clusters Score -2.161567e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84875 members 
Mstep: Class 2 contains 75533 members 
Entering Unmasked Estep 
Score: -21616368.000000 Penalty: 5944.795898
	Iteration 2Q: 3 clusters Score -2.161637e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 73124 members 
Entering Unmasked Estep 
Score: -21617408.000000 Penalty: 5944.795898
	Iteration 3Q: 3 clusters Score -2.161741e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90881 members 
Mstep: Class 2 contains 69527 members 
Entering Unmasked Estep 
Score: -21619344.000000 Penalty: 5944.795898
	Iteration 4Q: 3 clusters Score -2.161934e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96258 members 
Mstep: Class 2 contains 64150 members 
Entering Unmasked Estep 
Score: -21622400.000000 Penalty: 5944.795898
	Iteration 5Q: 3 clusters Score -2.16224e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103826 members 
Mstep: Class 2 contains 56582 members 
Entering Unmasked Estep 
Score: -21627738.000000 Penalty: 5944.795898
	Iteration 6F: 3 clusters Score -2.162774e+07 nChanged 10508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113448 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -21635204.000000 Penalty: 5944.795898
	Iteration 7F: 3 clusters Score -2.16352e+07 nChanged 11321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124061 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -21644960.000000 Penalty: 5944.795898
	Iteration 8F: 3 clusters Score -2.164496e+07 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133662 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -21653690.000000 Penalty: 5944.795898
	Iteration 9F: 3 clusters Score -2.165369e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141134 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -21660660.000000 Penalty: 5944.795898
	Iteration 10Q: 3 clusters Score -2.166066e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146396 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -21665388.000000 Penalty: 5944.795898
	Iteration 11Q: 3 clusters Score -2.166539e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150124 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -21668314.000000 Penalty: 5944.795898
	Iteration 12Q: 3 clusters Score -2.166831e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152983 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -21670220.000000 Penalty: 5944.795898
	Iteration 13Q: 3 clusters Score -2.167022e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155203 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -21671506.000000 Penalty: 5944.795898
	Iteration 14Q: 3 clusters Score -2.167151e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156826 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -21672466.000000 Penalty: 5944.795898
	Iteration 15Q: 3 clusters Score -2.167247e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157924 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -21672960.000000 Penalty: 5944.795898
	Iteration 16Q: 3 clusters Score -2.167296e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158613 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -21673240.000000 Penalty: 5944.795898
	Iteration 17Q: 3 clusters Score -2.167324e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159039 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -21673400.000000 Penalty: 5944.795898
	Iteration 18Q: 3 clusters Score -2.16734e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159316 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -21673546.000000 Penalty: 5944.795898
	Iteration 19Q: 3 clusters Score -2.167355e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159463 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -21673608.000000 Penalty: 5944.795898
	Iteration 20F: 3 clusters Score -2.167361e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159566 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -21673718.000000 Penalty: 5944.795898
	Iteration 21Q: 3 clusters Score -2.167372e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159632 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -21673760.000000 Penalty: 5944.795898
	Iteration 22Q: 3 clusters Score -2.167376e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159681 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -21673778.000000 Penalty: 5944.795898
	Iteration 23Q: 3 clusters Score -2.167378e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159721 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -21673802.000000 Penalty: 5944.795898
	Iteration 24Q: 3 clusters Score -2.16738e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159743 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -21673820.000000 Penalty: 5944.795898
	Iteration 25Q: 3 clusters Score -2.167382e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159758 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -21673824.000000 Penalty: 5944.795898
	Iteration 26Q: 3 clusters Score -2.167382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159762 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -21673836.000000 Penalty: 5944.795898
	Iteration 27Q: 3 clusters Score -2.167384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159769 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -21673836.000000 Penalty: 5944.795898
	Iteration 28Q: 3 clusters Score -2.167384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159777 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -21673848.000000 Penalty: 5944.795898
	Iteration 29Q: 3 clusters Score -2.167385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159779 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -21673850.000000 Penalty: 5944.795898
	Iteration 30Q: 3 clusters Score -2.167385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159785 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -21673854.000000 Penalty: 5944.795898
	Iteration 31Q: 3 clusters Score -2.167385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159789 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -21673842.000000 Penalty: 5944.795898
	Iteration 32Q: 3 clusters Score -2.167384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159794 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -21673856.000000 Penalty: 5944.795898
	Iteration 33Q: 3 clusters Score -2.167386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159800 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -21673864.000000 Penalty: 5944.795898
	Iteration 34Q: 3 clusters Score -2.167386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159805 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -21673866.000000 Penalty: 5944.795898
	Iteration 35Q: 3 clusters Score -2.167387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159810 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -21673890.000000 Penalty: 5944.795898
	Iteration 36Q: 3 clusters Score -2.167389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159817 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -21673892.000000 Penalty: 5944.795898
	Iteration 37Q: 3 clusters Score -2.167389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159820 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -21673906.000000 Penalty: 5944.795898
	Iteration 38Q: 3 clusters Score -2.167391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159822 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -21673906.000000 Penalty: 5944.795898
	Iteration 39Q: 3 clusters Score -2.167391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159826 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -21673890.000000 Penalty: 5944.795898
	Iteration 40F: 3 clusters Score -2.167389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159829 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -21673894.000000 Penalty: 5944.795898
	Iteration 41Q: 3 clusters Score -2.167389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159831 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -21673902.000000 Penalty: 5944.795898
	Iteration 42Q: 3 clusters Score -2.16739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159834 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -21673896.000000 Penalty: 5944.795898
	Iteration 43Q: 3 clusters Score -2.16739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159836 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -21673906.000000 Penalty: 5944.795898
	Iteration 44Q: 3 clusters Score -2.167391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159836 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -21673910.000000 Penalty: 5944.795898
	Iteration 45Q: 3 clusters Score -2.167391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159840 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -21673926.000000 Penalty: 5944.795898
	Iteration 46Q: 3 clusters Score -2.167393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159849 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -21673920.000000 Penalty: 5944.795898
	Iteration 47Q: 3 clusters Score -2.167392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159857 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -21673926.000000 Penalty: 5944.795898
	Iteration 48Q: 3 clusters Score -2.167393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159861 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -21673928.000000 Penalty: 5944.795898
	Iteration 49Q: 3 clusters Score -2.167393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159863 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -21673922.000000 Penalty: 5944.795898
	Iteration 50Q: 3 clusters Score -2.167392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159864 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -21673924.000000 Penalty: 5944.795898
	Iteration 51Q: 3 clusters Score -2.167392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159863 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -21673930.000000 Penalty: 5944.795898
	Iteration 52Q: 3 clusters Score -2.167393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159864 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -21673926.000000 Penalty: 5944.795898
	Iteration 53Q: 3 clusters Score -2.167393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159866 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -21673930.000000 Penalty: 5944.795898
	Iteration 54Q: 3 clusters Score -2.167393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159866 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -21673930.000000 Penalty: 5944.795898
	Iteration 55F: 3 clusters Score -2.167393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Entering Unmasked Estep 
Score: -771644.625000 Penalty: 2144.932861
	Iteration 0F: 2 clusters Score -771644.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -766734.000000 Penalty: 4289.865723
	Iteration 0F: 3 clusters Score -766734 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -767946.500000 Penalty: 4289.865723
	Iteration 1F: 3 clusters Score -767946.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -768156.500000 Penalty: 4289.865723
	Iteration 2F: 3 clusters Score -768156.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -768296.000000 Penalty: 4289.865723
	Iteration 3Q: 3 clusters Score -768296 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -768414.875000 Penalty: 4289.865723
	Iteration 4Q: 3 clusters Score -768414.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -768514.000000 Penalty: 4289.865723
	Iteration 5Q: 3 clusters Score -768514 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -768613.875000 Penalty: 4289.865723
	Iteration 6Q: 3 clusters Score -768613.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -768705.750000 Penalty: 4289.865723
	Iteration 7Q: 3 clusters Score -768705.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -768804.750000 Penalty: 4289.865723
	Iteration 8Q: 3 clusters Score -768804.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -768893.875000 Penalty: 4289.865723
	Iteration 9Q: 3 clusters Score -768893.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -768967.000000 Penalty: 4289.865723
	Iteration 10Q: 3 clusters Score -768967 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -769048.937500 Penalty: 4289.865723
	Iteration 11Q: 3 clusters Score -769048.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -769118.250000 Penalty: 4289.865723
	Iteration 12Q: 3 clusters Score -769118.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -769170.312500 Penalty: 4289.865723
	Iteration 13Q: 3 clusters Score -769170.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -769219.687500 Penalty: 4289.865723
	Iteration 14Q: 3 clusters Score -769219.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -769263.812500 Penalty: 4289.865723
	Iteration 15Q: 3 clusters Score -769263.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -769311.187500 Penalty: 4289.865723
	Iteration 16Q: 3 clusters Score -769311.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -769358.500000 Penalty: 4289.865723
	Iteration 17Q: 3 clusters Score -769358.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -769406.312500 Penalty: 4289.865723
	Iteration 18Q: 3 clusters Score -769406.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -769446.500000 Penalty: 4289.865723
	Iteration 19Q: 3 clusters Score -769446.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -769482.937500 Penalty: 4289.865723
	Iteration 20F: 3 clusters Score -769482.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -769524.312500 Penalty: 4289.865723
	Iteration 21Q: 3 clusters Score -769524.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -769549.687500 Penalty: 4289.865723
	Iteration 22Q: 3 clusters Score -769549.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -769571.250000 Penalty: 4289.865723
	Iteration 23Q: 3 clusters Score -769571.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -769590.812500 Penalty: 4289.865723
	Iteration 24Q: 3 clusters Score -769590.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -769608.875000 Penalty: 4289.865723
	Iteration 25Q: 3 clusters Score -769608.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -769631.125000 Penalty: 4289.865723
	Iteration 26Q: 3 clusters Score -769631.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -769645.062500 Penalty: 4289.865723
	Iteration 27Q: 3 clusters Score -769645.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -769653.687500 Penalty: 4289.865723
	Iteration 28Q: 3 clusters Score -769653.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -769659.500000 Penalty: 4289.865723
	Iteration 29Q: 3 clusters Score -769659.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -769662.687500 Penalty: 4289.865723
	Iteration 30Q: 3 clusters Score -769662.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -769668.375000 Penalty: 4289.865723
	Iteration 31Q: 3 clusters Score -769668.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -769669.062500 Penalty: 4289.865723
	Iteration 32Q: 3 clusters Score -769669.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -769669.062500 Penalty: 4289.865723
	Iteration 33F: 3 clusters Score -769669.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -65038.441406 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -65038.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63558.871094 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -63558.87 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -64091.519531 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -64091.52 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -64331.218750 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -64331.22 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -64449.183594 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -64449.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -64554.457031 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -64554.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -64605.468750 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -64605.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -64657.507812 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -64657.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -64712.437500 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -64712.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -64792.902344 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -64792.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -64807.160156 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -64807.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -64807.160156 Penalty: 3118.777832
	Iteration 10F: 3 clusters Score -64807.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -43356.593750 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -43356.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41979.218750 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -41979.22 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42096.824219 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -42096.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42142.152344 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -42142.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42168.628906 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -42168.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42180.167969 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -42180.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42180.167969 Penalty: 2918.127930
	Iteration 5F: 3 clusters Score -42180.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3818 members 
Mstep: Class 3 contains 164218 members 
Mstep: Class 4 contains 77995 members 
Mstep: Class 5 contains 162571 members 
Mstep: Class 6 contains 83931 members 
Mstep: Class 7 contains 2882 members 
Mstep: Class 8 contains 6383 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 163182 members 
Mstep: Class 11 contains 160780 members 
Mstep: Class 12 contains 26492 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 968 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5616 members 
Mstep: Class 18 contains 160556 members 
Mstep: Class 19 contains 75775 members 
Mstep: Class 20 contains 114883 members 
Mstep: Class 21 contains 160408 members 
Mstep: Class 22 contains 5704 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436592.000000 Penalty: 84149.148438
Iteration 159Q: 25 clusters Score -1.804366e+08 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3818 members 
Mstep: Class 3 contains 164313 members 
Mstep: Class 4 contains 78045 members 
Mstep: Class 5 contains 162627 members 
Mstep: Class 6 contains 83895 members 
Mstep: Class 7 contains 2881 members 
Mstep: Class 8 contains 6379 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 163145 members 
Mstep: Class 11 contains 161035 members 
Mstep: Class 12 contains 26432 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 965 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 160553 members 
Mstep: Class 19 contains 76306 members 
Mstep: Class 20 contains 114035 members 
Mstep: Class 21 contains 160392 members 
Mstep: Class 22 contains 5720 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438144.000000 Penalty: 84149.148438
Iteration 160F: 25 clusters Score -1.804381e+08 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3820 members 
Mstep: Class 3 contains 164269 members 
Mstep: Class 4 contains 78027 members 
Mstep: Class 5 contains 162623 members 
Mstep: Class 6 contains 83859 members 
Mstep: Class 7 contains 2880 members 
Mstep: Class 8 contains 6376 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 162791 members 
Mstep: Class 11 contains 161264 members 
Mstep: Class 12 contains 26392 members 
Mstep: Class 13 contains 372 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5636 members 
Mstep: Class 18 contains 160513 members 
Mstep: Class 19 contains 77036 members 
Mstep: Class 20 contains 112942 members 
Mstep: Class 21 contains 161023 members 
Mstep: Class 22 contains 5752 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439280.000000 Penalty: 84149.148438
Iteration 161Q: 25 clusters Score -1.804393e+08 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3821 members 
Mstep: Class 3 contains 164014 members 
Mstep: Class 4 contains 77995 members 
Mstep: Class 5 contains 162651 members 
Mstep: Class 6 contains 83856 members 
Mstep: Class 7 contains 2879 members 
Mstep: Class 8 contains 6371 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 162432 members 
Mstep: Class 11 contains 161431 members 
Mstep: Class 12 contains 26368 members 
Mstep: Class 13 contains 372 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5630 members 
Mstep: Class 18 contains 160549 members 
Mstep: Class 19 contains 77783 members 
Mstep: Class 20 contains 111933 members 
Mstep: Class 21 contains 161713 members 
Mstep: Class 22 contains 5778 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439136.000000 Penalty: 84149.148438
Iteration 162Q: 25 clusters Score -1.804391e+08 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3817 members 
Mstep: Class 3 contains 163656 members 
Mstep: Class 4 contains 77976 members 
Mstep: Class 5 contains 162685 members 
Mstep: Class 6 contains 83859 members 
Mstep: Class 7 contains 2881 members 
Mstep: Class 8 contains 6371 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 161954 members 
Mstep: Class 11 contains 161633 members 
Mstep: Class 12 contains 26356 members 
Mstep: Class 13 contains 372 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 160558 members 
Mstep: Class 19 contains 78555 members 
Mstep: Class 20 contains 110981 members 
Mstep: Class 21 contains 162502 members 
Mstep: Class 22 contains 5801 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439056.000000 Penalty: 84149.148438
Iteration 163Q: 25 clusters Score -1.804391e+08 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3824 members 
Mstep: Class 3 contains 163209 members 
Mstep: Class 4 contains 77936 members 
Mstep: Class 5 contains 162680 members 
Mstep: Class 6 contains 83888 members 
Mstep: Class 7 contains 2880 members 
Mstep: Class 8 contains 6366 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 161511 members 
Mstep: Class 11 contains 161769 members 
Mstep: Class 12 contains 26339 members 
Mstep: Class 13 contains 372 members 
Mstep: Class 14 contains 957 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5609 members 
Mstep: Class 18 contains 160588 members 
Mstep: Class 19 contains 79339 members 
Mstep: Class 20 contains 110117 members 
Mstep: Class 21 contains 163335 members 
Mstep: Class 22 contains 5818 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438912.000000 Penalty: 84149.148438
Iteration 164Q: 25 clusters Score -1.804389e+08 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3826 members 
Mstep: Class 3 contains 162763 members 
Mstep: Class 4 contains 77878 members 
Mstep: Class 5 contains 162751 members 
Mstep: Class 6 contains 83912 members 
Mstep: Class 7 contains 2878 members 
Mstep: Class 8 contains 6365 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 161084 members 
Mstep: Class 11 contains 161847 members 
Mstep: Class 12 contains 26318 members 
Mstep: Class 13 contains 372 members 
Mstep: Class 14 contains 957 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5606 members 
Mstep: Class 18 contains 160590 members 
Mstep: Class 19 contains 80094 members 
Mstep: Class 20 contains 109302 members 
Mstep: Class 21 contains 164158 members 
Mstep: Class 22 contains 5836 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439024.000000 Penalty: 84149.148438
Iteration 165Q: 25 clusters Score -1.80439e+08 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3835 members 
Mstep: Class 3 contains 162350 members 
Mstep: Class 4 contains 77850 members 
Mstep: Class 5 contains 162796 members 
Mstep: Class 6 contains 83934 members 
Mstep: Class 7 contains 2880 members 
Mstep: Class 8 contains 6364 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 160649 members 
Mstep: Class 11 contains 161892 members 
Mstep: Class 12 contains 26290 members 
Mstep: Class 13 contains 372 members 
Mstep: Class 14 contains 957 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5598 members 
Mstep: Class 18 contains 160624 members 
Mstep: Class 19 contains 80826 members 
Mstep: Class 20 contains 108562 members 
Mstep: Class 21 contains 164910 members 
Mstep: Class 22 contains 5848 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439584.000000 Penalty: 84149.148438
Iteration 166Q: 25 clusters Score -1.804396e+08 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3839 members 
Mstep: Class 3 contains 161940 members 
Mstep: Class 4 contains 77794 members 
Mstep: Class 5 contains 162897 members 
Mstep: Class 6 contains 83955 members 
Mstep: Class 7 contains 2881 members 
Mstep: Class 8 contains 6363 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 160239 members 
Mstep: Class 11 contains 161894 members 
Mstep: Class 12 contains 26277 members 
Mstep: Class 13 contains 372 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5597 members 
Mstep: Class 18 contains 160658 members 
Mstep: Class 19 contains 81511 members 
Mstep: Class 20 contains 107849 members 
Mstep: Class 21 contains 165666 members 
Mstep: Class 22 contains 5850 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439600.000000 Penalty: 84149.148438
Iteration 167Q: 25 clusters Score -1.804396e+08 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3841 members 
Mstep: Class 3 contains 161566 members 
Mstep: Class 4 contains 77730 members 
Mstep: Class 5 contains 162969 members 
Mstep: Class 6 contains 83982 members 
Mstep: Class 7 contains 2882 members 
Mstep: Class 8 contains 6362 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 159809 members 
Mstep: Class 11 contains 161921 members 
Mstep: Class 12 contains 26264 members 
Mstep: Class 13 contains 372 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5599 members 
Mstep: Class 18 contains 160664 members 
Mstep: Class 19 contains 82260 members 
Mstep: Class 20 contains 107188 members 
Mstep: Class 21 contains 166318 members 
Mstep: Class 22 contains 5859 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439216.000000 Penalty: 84149.148438
Iteration 168Q: 25 clusters Score -1.804392e+08 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3848 members 
Mstep: Class 3 contains 161231 members 
Mstep: Class 4 contains 77667 members 
Mstep: Class 5 contains 163015 members 
Mstep: Class 6 contains 84002 members 
Mstep: Class 7 contains 2883 members 
Mstep: Class 8 contains 6363 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 159437 members 
Mstep: Class 11 contains 161972 members 
Mstep: Class 12 contains 26257 members 
Mstep: Class 13 contains 372 members 
Mstep: Class 14 contains 949 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5620 members 
Mstep: Class 18 contains 160673 members 
Mstep: Class 19 contains 83026 members 
Mstep: Class 20 contains 106482 members 
Mstep: Class 21 contains 166873 members 
Mstep: Class 22 contains 5868 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438928.000000 Penalty: 84149.148438
Iteration 169Q: 25 clusters Score -1.804389e+08 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3850 members 
Mstep: Class 3 contains 160922 members 
Mstep: Class 4 contains 77597 members 
Mstep: Class 5 contains 163140 members 
Mstep: Class 6 contains 84017 members 
Mstep: Class 7 contains 2883 members 
Mstep: Class 8 contains 6362 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 159128 members 
Mstep: Class 11 contains 162014 members 
Mstep: Class 12 contains 26244 members 
Mstep: Class 13 contains 372 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5640 members 
Mstep: Class 18 contains 160722 members 
Mstep: Class 19 contains 83811 members 
Mstep: Class 20 contains 105742 members 
Mstep: Class 21 contains 167266 members 
Mstep: Class 22 contains 5879 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438496.000000 Penalty: 84149.148438
Iteration 170Q: 25 clusters Score -1.804385e+08 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3852 members 
Mstep: Class 3 contains 160689 members 
Mstep: Class 4 contains 77528 members 
Mstep: Class 5 contains 163212 members 
Mstep: Class 6 contains 84029 members 
Mstep: Class 7 contains 2882 members 
Mstep: Class 8 contains 6360 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 158876 members 
Mstep: Class 11 contains 162056 members 
Mstep: Class 12 contains 26239 members 
Mstep: Class 13 contains 372 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5639 members 
Mstep: Class 18 contains 160762 members 
Mstep: Class 19 contains 84649 members 
Mstep: Class 20 contains 105065 members 
Mstep: Class 21 contains 167494 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438944.000000 Penalty: 84149.148438
Iteration 171Q: 25 clusters Score -1.804389e+08 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3852 members 
Mstep: Class 3 contains 160505 members 
Mstep: Class 4 contains 77468 members 
Mstep: Class 5 contains 163267 members 
Mstep: Class 6 contains 84048 members 
Mstep: Class 7 contains 2884 members 
Mstep: Class 8 contains 6359 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 158651 members 
Mstep: Class 11 contains 162110 members 
Mstep: Class 12 contains 26240 members 
Mstep: Class 13 contains 372 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5637 members 
Mstep: Class 18 contains 160809 members 
Mstep: Class 19 contains 85522 members 
Mstep: Class 20 contains 104382 members 
Mstep: Class 21 contains 167597 members 
Mstep: Class 22 contains 5885 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438592.000000 Penalty: 84149.148438
Iteration 172Q: 25 clusters Score -1.804386e+08 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3847 members 
Mstep: Class 3 contains 160377 members 
Mstep: Class 4 contains 77392 members 
Mstep: Class 5 contains 163301 members 
Mstep: Class 6 contains 84072 members 
Mstep: Class 7 contains 2882 members 
Mstep: Class 8 contains 6358 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 158528 members 
Mstep: Class 11 contains 162162 members 
Mstep: Class 12 contains 26238 members 
Mstep: Class 13 contains 372 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5649 members 
Mstep: Class 18 contains 160771 members 
Mstep: Class 19 contains 86374 members 
Mstep: Class 20 contains 103730 members 
Mstep: Class 21 contains 167647 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438592.000000 Penalty: 84149.148438
Iteration 173Q: 25 clusters Score -1.804386e+08 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3847 members 
Mstep: Class 3 contains 160320 members 
Mstep: Class 4 contains 77321 members 
Mstep: Class 5 contains 163334 members 
Mstep: Class 6 contains 84085 members 
Mstep: Class 7 contains 2881 members 
Mstep: Class 8 contains 6359 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 158486 members 
Mstep: Class 11 contains 162215 members 
Mstep: Class 12 contains 26225 members 
Mstep: Class 13 contains 372 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5654 members 
Mstep: Class 18 contains 160765 members 
Mstep: Class 19 contains 87109 members 
Mstep: Class 20 contains 103015 members 
Mstep: Class 21 contains 167708 members 
Mstep: Class 22 contains 5891 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438624.000000 Penalty: 84149.148438
Iteration 174Q: 25 clusters Score -1.804386e+08 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3851 members 
Mstep: Class 3 contains 160265 members 
Mstep: Class 4 contains 77242 members 
Mstep: Class 5 contains 163408 members 
Mstep: Class 6 contains 84097 members 
Mstep: Class 7 contains 2882 members 
Mstep: Class 8 contains 6359 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 158439 members 
Mstep: Class 11 contains 162345 members 
Mstep: Class 12 contains 26224 members 
Mstep: Class 13 contains 372 members 
Mstep: Class 14 contains 954 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5647 members 
Mstep: Class 18 contains 160746 members 
Mstep: Class 19 contains 87809 members 
Mstep: Class 20 contains 102302 members 
Mstep: Class 21 contains 167691 members 
Mstep: Class 22 contains 5909 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437568.000000 Penalty: 84149.148438
Iteration 175Q: 25 clusters Score -1.804376e+08 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3850 members 
Mstep: Class 3 contains 160250 members 
Mstep: Class 4 contains 77145 members 
Mstep: Class 5 contains 163485 members 
Mstep: Class 6 contains 84114 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 6359 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 158374 members 
Mstep: Class 11 contains 162504 members 
Mstep: Class 12 contains 26227 members 
Mstep: Class 13 contains 372 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5655 members 
Mstep: Class 18 contains 160742 members 
Mstep: Class 19 contains 88516 members 
Mstep: Class 20 contains 101595 members 
Mstep: Class 21 contains 167590 members 
Mstep: Class 22 contains 5926 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437200.000000 Penalty: 84149.148438
Iteration 176Q: 25 clusters Score -1.804372e+08 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3846 members 
Mstep: Class 3 contains 160293 members 
Mstep: Class 4 contains 77104 members 
Mstep: Class 5 contains 163552 members 
Mstep: Class 6 contains 84143 members 
Mstep: Class 7 contains 2891 members 
Mstep: Class 8 contains 6359 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 158385 members 
Mstep: Class 11 contains 162673 members 
Mstep: Class 12 contains 26220 members 
Mstep: Class 13 contains 372 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5676 members 
Mstep: Class 18 contains 160751 members 
Mstep: Class 19 contains 89055 members 
Mstep: Class 20 contains 100883 members 
Mstep: Class 21 contains 167450 members 
Mstep: Class 22 contains 5938 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437264.000000 Penalty: 84149.148438
Iteration 177Q: 25 clusters Score -1.804373e+08 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3845 members 
Mstep: Class 3 contains 160356 members 
Mstep: Class 4 contains 77032 members 
Mstep: Class 5 contains 163620 members 
Mstep: Class 6 contains 84188 members 
Mstep: Class 7 contains 2893 members 
Mstep: Class 8 contains 6360 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 158429 members 
Mstep: Class 11 contains 162811 members 
Mstep: Class 12 contains 26214 members 
Mstep: Class 13 contains 372 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5706 members 
Mstep: Class 18 contains 160831 members 
Mstep: Class 19 contains 89578 members 
Mstep: Class 20 contains 100102 members 
Mstep: Class 21 contains 167313 members 
Mstep: Class 22 contains 5943 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437072.000000 Penalty: 84149.148438
Iteration 178Q: 25 clusters Score -1.804371e+08 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3848 members 
Mstep: Class 3 contains 160423 members 
Mstep: Class 4 contains 76944 members 
Mstep: Class 5 contains 163681 members 
Mstep: Class 6 contains 84241 members 
Mstep: Class 7 contains 2893 members 
Mstep: Class 8 contains 6360 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 158494 members 
Mstep: Class 11 contains 162963 members 
Mstep: Class 12 contains 26211 members 
Mstep: Class 13 contains 372 members 
Mstep: Class 14 contains 949 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5737 members 
Mstep: Class 18 contains 160873 members 
Mstep: Class 19 contains 90063 members 
Mstep: Class 20 contains 99339 members 
Mstep: Class 21 contains 167206 members 
Mstep: Class 22 contains 5947 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436816.000000 Penalty: 84149.148438
Iteration 179Q: 25 clusters Score -1.804368e+08 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3850 members 
Mstep: Class 3 contains 160544 members 
Mstep: Class 4 contains 76873 members 
Mstep: Class 5 contains 163773 members 
Mstep: Class 6 contains 84298 members 
Mstep: Class 7 contains 2894 members 
Mstep: Class 8 contains 6360 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 158546 members 
Mstep: Class 11 contains 163123 members 
Mstep: Class 12 contains 26204 members 
Mstep: Class 13 contains 372 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5774 members 
Mstep: Class 18 contains 160897 members 
Mstep: Class 19 contains 90554 members 
Mstep: Class 20 contains 98547 members 
Mstep: Class 21 contains 167027 members 
Mstep: Class 22 contains 5955 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437152.000000 Penalty: 84149.148438
Iteration 180F: 25 clusters Score -1.804372e+08 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3851 members 
Mstep: Class 3 contains 160661 members 
Mstep: Class 4 contains 76781 members 
Mstep: Class 5 contains 163846 members 
Mstep: Class 6 contains 84347 members 
Mstep: Class 7 contains 2896 members 
Mstep: Class 8 contains 6360 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 158594 members 
Mstep: Class 11 contains 163254 members 
Mstep: Class 12 contains 26188 members 
Mstep: Class 13 contains 379 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5828 members 
Mstep: Class 18 contains 160944 members 
Mstep: Class 19 contains 91067 members 
Mstep: Class 20 contains 97711 members 
Mstep: Class 21 contains 166934 members 
Mstep: Class 22 contains 5957 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437360.000000 Penalty: 84149.148438
Iteration 181Q: 25 clusters Score -1.804374e+08 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3852 members 
Mstep: Class 3 contains 160756 members 
Mstep: Class 4 contains 76688 members 
Mstep: Class 5 contains 163900 members 
Mstep: Class 6 contains 84400 members 
Mstep: Class 7 contains 2898 members 
Mstep: Class 8 contains 6360 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 158610 members 
Mstep: Class 11 contains 163391 members 
Mstep: Class 12 contains 26185 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5870 members 
Mstep: Class 18 contains 160998 members 
Mstep: Class 19 contains 91624 members 
Mstep: Class 20 contains 96913 members 
Mstep: Class 21 contains 166815 members 
Mstep: Class 22 contains 5959 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437472.000000 Penalty: 84149.148438
Iteration 182Q: 25 clusters Score -1.804375e+08 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3851 members 
Mstep: Class 3 contains 160862 members 
Mstep: Class 4 contains 76603 members 
Mstep: Class 5 contains 163945 members 
Mstep: Class 6 contains 84471 members 
Mstep: Class 7 contains 2899 members 
Mstep: Class 8 contains 6360 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 158665 members 
Mstep: Class 11 contains 163520 members 
Mstep: Class 12 contains 26181 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 954 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5896 members 
Mstep: Class 18 contains 161018 members 
Mstep: Class 19 contains 92202 members 
Mstep: Class 20 contains 96109 members 
Mstep: Class 21 contains 166681 members 
Mstep: Class 22 contains 5955 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437488.000000 Penalty: 84149.148438
Iteration 183Q: 25 clusters Score -1.804375e+08 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3849 members 
Mstep: Class 3 contains 160957 members 
Mstep: Class 4 contains 76537 members 
Mstep: Class 5 contains 163989 members 
Mstep: Class 6 contains 84543 members 
Mstep: Class 7 contains 2900 members 
Mstep: Class 8 contains 6361 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 158655 members 
Mstep: Class 11 contains 163628 members 
Mstep: Class 12 contains 26171 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5916 members 
Mstep: Class 18 contains 160987 members 
Mstep: Class 19 contains 92814 members 
Mstep: Class 20 contains 95329 members 
Mstep: Class 21 contains 166621 members 
Mstep: Class 22 contains 5962 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437776.000000 Penalty: 84149.148438
Iteration 184Q: 25 clusters Score -1.804378e+08 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3847 members 
Mstep: Class 3 contains 161079 members 
Mstep: Class 4 contains 76446 members 
Mstep: Class 5 contains 164050 members 
Mstep: Class 6 contains 84596 members 
Mstep: Class 7 contains 2901 members 
Mstep: Class 8 contains 6362 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 158638 members 
Mstep: Class 11 contains 163736 members 
Mstep: Class 12 contains 26158 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 956 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5930 members 
Mstep: Class 18 contains 160986 members 
Mstep: Class 19 contains 93381 members 
Mstep: Class 20 contains 94538 members 
Mstep: Class 21 contains 166605 members 
Mstep: Class 22 contains 5965 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438320.000000 Penalty: 84149.148438
Iteration 185Q: 25 clusters Score -1.804383e+08 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3852 members 
Mstep: Class 3 contains 161237 members 
Mstep: Class 4 contains 76352 members 
Mstep: Class 5 contains 164084 members 
Mstep: Class 6 contains 84678 members 
Mstep: Class 7 contains 2901 members 
Mstep: Class 8 contains 6362 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 158654 members 
Mstep: Class 11 contains 163836 members 
Mstep: Class 12 contains 26132 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 956 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5947 members 
Mstep: Class 18 contains 160995 members 
Mstep: Class 19 contains 93935 members 
Mstep: Class 20 contains 93674 members 
Mstep: Class 21 contains 166605 members 
Mstep: Class 22 contains 5975 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438048.000000 Penalty: 84149.148438
Iteration 186Q: 25 clusters Score -1.80438e+08 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3853 members 
Mstep: Class 3 contains 161382 members 
Mstep: Class 4 contains 76266 members 
Mstep: Class 5 contains 164105 members 
Mstep: Class 6 contains 84778 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 6362 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 158673 members 
Mstep: Class 11 contains 163928 members 
Mstep: Class 12 contains 26112 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5981 members 
Mstep: Class 18 contains 160984 members 
Mstep: Class 19 contains 94496 members 
Mstep: Class 20 contains 92826 members 
Mstep: Class 21 contains 166592 members 
Mstep: Class 22 contains 5977 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438176.000000 Penalty: 84149.148438
Iteration 187Q: 25 clusters Score -1.804382e+08 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3859 members 
Mstep: Class 3 contains 161497 members 
Mstep: Class 4 contains 76155 members 
Mstep: Class 5 contains 164083 members 
Mstep: Class 6 contains 84871 members 
Mstep: Class 7 contains 2903 members 
Mstep: Class 8 contains 6362 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 158708 members 
Mstep: Class 11 contains 164031 members 
Mstep: Class 12 contains 26088 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6004 members 
Mstep: Class 18 contains 161016 members 
Mstep: Class 19 contains 95083 members 
Mstep: Class 20 contains 91994 members 
Mstep: Class 21 contains 166584 members 
Mstep: Class 22 contains 5978 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437664.000000 Penalty: 84149.148438
Iteration 188Q: 25 clusters Score -1.804377e+08 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3862 members 
Mstep: Class 3 contains 161580 members 
Mstep: Class 4 contains 76051 members 
Mstep: Class 5 contains 164072 members 
Mstep: Class 6 contains 84974 members 
Mstep: Class 7 contains 2903 members 
Mstep: Class 8 contains 6363 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 158716 members 
Mstep: Class 11 contains 164160 members 
Mstep: Class 12 contains 26067 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6040 members 
Mstep: Class 18 contains 161004 members 
Mstep: Class 19 contains 95631 members 
Mstep: Class 20 contains 91191 members 
Mstep: Class 21 contains 166624 members 
Mstep: Class 22 contains 5979 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437376.000000 Penalty: 84149.148438
Iteration 189Q: 25 clusters Score -1.804374e+08 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3865 members 
Mstep: Class 3 contains 161657 members 
Mstep: Class 4 contains 75966 members 
Mstep: Class 5 contains 164082 members 
Mstep: Class 6 contains 85048 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 6364 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 158722 members 
Mstep: Class 11 contains 164285 members 
Mstep: Class 12 contains 26056 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6055 members 
Mstep: Class 18 contains 161049 members 
Mstep: Class 19 contains 96251 members 
Mstep: Class 20 contains 90359 members 
Mstep: Class 21 contains 166577 members 
Mstep: Class 22 contains 5976 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436832.000000 Penalty: 84149.148438
Iteration 190Q: 25 clusters Score -1.804368e+08 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3867 members 
Mstep: Class 3 contains 161714 members 
Mstep: Class 4 contains 75892 members 
Mstep: Class 5 contains 164099 members 
Mstep: Class 6 contains 85112 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 6367 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 158726 members 
Mstep: Class 11 contains 164365 members 
Mstep: Class 12 contains 26048 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6094 members 
Mstep: Class 18 contains 161108 members 
Mstep: Class 19 contains 96763 members 
Mstep: Class 20 contains 89552 members 
Mstep: Class 21 contains 166637 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436464.000000 Penalty: 84149.148438
Iteration 191Q: 25 clusters Score -1.804365e+08 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3870 members 
Mstep: Class 3 contains 161741 members 
Mstep: Class 4 contains 75824 members 
Mstep: Class 5 contains 164109 members 
Mstep: Class 6 contains 85175 members 
Mstep: Class 7 contains 2904 members 
Mstep: Class 8 contains 6368 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 158751 members 
Mstep: Class 11 contains 164463 members 
Mstep: Class 12 contains 26035 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6125 members 
Mstep: Class 18 contains 161177 members 
Mstep: Class 19 contains 97339 members 
Mstep: Class 20 contains 88695 members 
Mstep: Class 21 contains 166667 members 
Mstep: Class 22 contains 5979 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436768.000000 Penalty: 84149.148438
Iteration 192Q: 25 clusters Score -1.804368e+08 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3867 members 
Mstep: Class 3 contains 161805 members 
Mstep: Class 4 contains 75741 members 
Mstep: Class 5 contains 164120 members 
Mstep: Class 6 contains 85234 members 
Mstep: Class 7 contains 2904 members 
Mstep: Class 8 contains 6370 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 158794 members 
Mstep: Class 11 contains 164551 members 
Mstep: Class 12 contains 26021 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6151 members 
Mstep: Class 18 contains 161248 members 
Mstep: Class 19 contains 97904 members 
Mstep: Class 20 contains 87837 members 
Mstep: Class 21 contains 166694 members 
Mstep: Class 22 contains 5983 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437040.000000 Penalty: 84149.148438
Iteration 193Q: 25 clusters Score -1.80437e+08 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3870 members 
Mstep: Class 3 contains 161865 members 
Mstep: Class 4 contains 75691 members 
Mstep: Class 5 contains 164142 members 
Mstep: Class 6 contains 85310 members 
Mstep: Class 7 contains 2904 members 
Mstep: Class 8 contains 6370 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 158851 members 
Mstep: Class 11 contains 164613 members 
Mstep: Class 12 contains 26021 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6174 members 
Mstep: Class 18 contains 161249 members 
Mstep: Class 19 contains 98445 members 
Mstep: Class 20 contains 86981 members 
Mstep: Class 21 contains 166764 members 
Mstep: Class 22 contains 5977 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436992.000000 Penalty: 84149.148438
Iteration 194Q: 25 clusters Score -1.80437e+08 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3871 members 
Mstep: Class 3 contains 161912 members 
Mstep: Class 4 contains 75646 members 
Mstep: Class 5 contains 164135 members 
Mstep: Class 6 contains 85378 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 6370 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 158938 members 
Mstep: Class 11 contains 164628 members 
Mstep: Class 12 contains 26017 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 956 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6187 members 
Mstep: Class 18 contains 161222 members 
Mstep: Class 19 contains 99075 members 
Mstep: Class 20 contains 86152 members 
Mstep: Class 21 contains 166815 members 
Mstep: Class 22 contains 5979 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437072.000000 Penalty: 84149.148438
Iteration 195Q: 25 clusters Score -1.804371e+08 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3877 members 
Mstep: Class 3 contains 161981 members 
Mstep: Class 4 contains 75605 members 
Mstep: Class 5 contains 164137 members 
Mstep: Class 6 contains 85443 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 6370 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 159038 members 
Mstep: Class 11 contains 164600 members 
Mstep: Class 12 contains 26025 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6191 members 
Mstep: Class 18 contains 161198 members 
Mstep: Class 19 contains 99626 members 
Mstep: Class 20 contains 85323 members 
Mstep: Class 21 contains 166929 members 
Mstep: Class 22 contains 5981 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436400.000000 Penalty: 84149.148438
Iteration 196Q: 25 clusters Score -1.804364e+08 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3884 members 
Mstep: Class 3 contains 162068 members 
Mstep: Class 4 contains 75558 members 
Mstep: Class 5 contains 164102 members 
Mstep: Class 6 contains 85488 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 6370 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 159117 members 
Mstep: Class 11 contains 164592 members 
Mstep: Class 12 contains 26005 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 954 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6205 members 
Mstep: Class 18 contains 161174 members 
Mstep: Class 19 contains 100233 members 
Mstep: Class 20 contains 84442 members 
Mstep: Class 21 contains 167096 members 
Mstep: Class 22 contains 5990 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436432.000000 Penalty: 84149.148438
Iteration 197Q: 25 clusters Score -1.804364e+08 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3887 members 
Mstep: Class 3 contains 162146 members 
Mstep: Class 4 contains 75495 members 
Mstep: Class 5 contains 164030 members 
Mstep: Class 6 contains 85546 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 6371 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 159196 members 
Mstep: Class 11 contains 164558 members 
Mstep: Class 12 contains 26000 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6215 members 
Mstep: Class 18 contains 161187 members 
Mstep: Class 19 contains 100852 members 
Mstep: Class 20 contains 83548 members 
Mstep: Class 21 contains 167293 members 
Mstep: Class 22 contains 6002 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436016.000000 Penalty: 84149.148438
Iteration 198Q: 25 clusters Score -1.80436e+08 nChanged 4371
Entering ConstructFrom: 
Score: -180436016.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -135765.218750 Penalty: 1724.750488
	Iteration 0F: 2 clusters Score -135765.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -133786.890625 Penalty: 3449.500977
	Iteration 0F: 3 clusters Score -133786.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -134078.062500 Penalty: 3449.500977
	Iteration 1F: 3 clusters Score -134078.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -134180.671875 Penalty: 3449.500977
	Iteration 2F: 3 clusters Score -134180.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -134257.937500 Penalty: 3449.500977
	Iteration 3Q: 3 clusters Score -134257.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -134294.093750 Penalty: 3449.500977
	Iteration 4Q: 3 clusters Score -134294.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -134309.093750 Penalty: 3449.500977
	Iteration 5Q: 3 clusters Score -134309.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -134321.562500 Penalty: 3449.500977
	Iteration 6Q: 3 clusters Score -134321.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -134325.062500 Penalty: 3449.500977
	Iteration 7Q: 3 clusters Score -134325.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -134329.343750 Penalty: 3449.500977
	Iteration 8Q: 3 clusters Score -134329.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -134329.343750 Penalty: 3449.500977
	Iteration 9F: 3 clusters Score -134329.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Entering Unmasked Estep 
Score: -512206.687500 Penalty: 2049.689697
	Iteration 0F: 2 clusters Score -512206.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -508343.781250 Penalty: 4099.379395
	Iteration 0F: 3 clusters Score -508343.8 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -509207.500000 Penalty: 4099.379395
	Iteration 1F: 3 clusters Score -509207.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -509411.281250 Penalty: 4099.379395
	Iteration 2F: 3 clusters Score -509411.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -509546.812500 Penalty: 4099.379395
	Iteration 3Q: 3 clusters Score -509546.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -509660.187500 Penalty: 4099.379395
	Iteration 4Q: 3 clusters Score -509660.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -509777.125000 Penalty: 4099.379395
	Iteration 5Q: 3 clusters Score -509777.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -509873.718750 Penalty: 4099.379395
	Iteration 6Q: 3 clusters Score -509873.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -509973.406250 Penalty: 4099.379395
	Iteration 7Q: 3 clusters Score -509973.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -510066.062500 Penalty: 4099.379395
	Iteration 8Q: 3 clusters Score -510066.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -510151.031250 Penalty: 4099.379395
	Iteration 9Q: 3 clusters Score -510151 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -510230.656250 Penalty: 4099.379395
	Iteration 10Q: 3 clusters Score -510230.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -510299.843750 Penalty: 4099.379395
	Iteration 11Q: 3 clusters Score -510299.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -510365.187500 Penalty: 4099.379395
	Iteration 12Q: 3 clusters Score -510365.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -510425.406250 Penalty: 4099.379395
	Iteration 13Q: 3 clusters Score -510425.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -510477.812500 Penalty: 4099.379395
	Iteration 14Q: 3 clusters Score -510477.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -510525.718750 Penalty: 4099.379395
	Iteration 15Q: 3 clusters Score -510525.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -510571.312500 Penalty: 4099.379395
	Iteration 16Q: 3 clusters Score -510571.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -510606.937500 Penalty: 4099.379395
	Iteration 17Q: 3 clusters Score -510606.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -510634.531250 Penalty: 4099.379395
	Iteration 18Q: 3 clusters Score -510634.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -510656.875000 Penalty: 4099.379395
	Iteration 19Q: 3 clusters Score -510656.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -510674.093750 Penalty: 4099.379395
	Iteration 20F: 3 clusters Score -510674.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -510686.625000 Penalty: 4099.379395
	Iteration 21Q: 3 clusters Score -510686.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -510696.437500 Penalty: 4099.379395
	Iteration 22Q: 3 clusters Score -510696.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -510710.468750 Penalty: 4099.379395
	Iteration 23Q: 3 clusters Score -510710.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -510720.375000 Penalty: 4099.379395
	Iteration 24Q: 3 clusters Score -510720.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -510727.968750 Penalty: 4099.379395
	Iteration 25Q: 3 clusters Score -510728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -510738.093750 Penalty: 4099.379395
	Iteration 26Q: 3 clusters Score -510738.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -510748.156250 Penalty: 4099.379395
	Iteration 27Q: 3 clusters Score -510748.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -510753.531250 Penalty: 4099.379395
	Iteration 28Q: 3 clusters Score -510753.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -510762.031250 Penalty: 4099.379395
	Iteration 29Q: 3 clusters Score -510762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -510768.906250 Penalty: 4099.379395
	Iteration 30Q: 3 clusters Score -510768.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -510771.625000 Penalty: 4099.379395
	Iteration 31Q: 3 clusters Score -510771.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -510773.750000 Penalty: 4099.379395
	Iteration 32Q: 3 clusters Score -510773.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -510773.750000 Penalty: 4099.379395
	Iteration 33F: 3 clusters Score -510773.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (162208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162208 members 
Entering Unmasked Estep 
Score: -21521412.000000 Penalty: 2975.165283
	Iteration 0F: 2 clusters Score -2.152141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81012 members 
Mstep: Class 2 contains 81196 members 
Entering Unmasked Estep 
Score: -21415256.000000 Penalty: 5950.330566
	Iteration 0F: 3 clusters Score -2.141526e+07 nChanged 77937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79105 members 
Mstep: Class 2 contains 83103 members 
Entering Unmasked Estep 
Score: -21460206.000000 Penalty: 5950.330566
	Iteration 1F: 3 clusters Score -2.146021e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77930 members 
Mstep: Class 2 contains 84278 members 
Entering Unmasked Estep 
Score: -21461256.000000 Penalty: 5950.330566
	Iteration 2Q: 3 clusters Score -2.146126e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76183 members 
Mstep: Class 2 contains 86025 members 
Entering Unmasked Estep 
Score: -21462570.000000 Penalty: 5950.330566
	Iteration 3Q: 3 clusters Score -2.146257e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73506 members 
Mstep: Class 2 contains 88702 members 
Entering Unmasked Estep 
Score: -21464266.000000 Penalty: 5950.330566
	Iteration 4Q: 3 clusters Score -2.146427e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69403 members 
Mstep: Class 2 contains 92805 members 
Entering Unmasked Estep 
Score: -21467100.000000 Penalty: 5950.330566
	Iteration 5Q: 3 clusters Score -2.14671e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63624 members 
Mstep: Class 2 contains 98584 members 
Entering Unmasked Estep 
Score: -21471430.000000 Penalty: 5950.330566
	Iteration 6Q: 3 clusters Score -2.147143e+07 nChanged 9393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56129 members 
Mstep: Class 2 contains 106079 members 
Entering Unmasked Estep 
Score: -21478306.000000 Penalty: 5950.330566
	Iteration 7F: 3 clusters Score -2.147831e+07 nChanged 10344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 114293 members 
Entering Unmasked Estep 
Score: -21487162.000000 Penalty: 5950.330566
	Iteration 8F: 3 clusters Score -2.148716e+07 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 121677 members 
Entering Unmasked Estep 
Score: -21495696.000000 Penalty: 5950.330566
	Iteration 9F: 3 clusters Score -2.14957e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 127197 members 
Entering Unmasked Estep 
Score: -21501804.000000 Penalty: 5950.330566
	Iteration 10F: 3 clusters Score -2.15018e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 131363 members 
Entering Unmasked Estep 
Score: -21505612.000000 Penalty: 5950.330566
	Iteration 11Q: 3 clusters Score -2.150561e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 134860 members 
Entering Unmasked Estep 
Score: -21507908.000000 Penalty: 5950.330566
	Iteration 12Q: 3 clusters Score -2.150791e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 137906 members 
Entering Unmasked Estep 
Score: -21509476.000000 Penalty: 5950.330566
	Iteration 13Q: 3 clusters Score -2.150948e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 140616 members 
Entering Unmasked Estep 
Score: -21510798.000000 Penalty: 5950.330566
	Iteration 14Q: 3 clusters Score -2.15108e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 143143 members 
Entering Unmasked Estep 
Score: -21512022.000000 Penalty: 5950.330566
	Iteration 15Q: 3 clusters Score -2.151202e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 145465 members 
Entering Unmasked Estep 
Score: -21512982.000000 Penalty: 5950.330566
	Iteration 16Q: 3 clusters Score -2.151298e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 147562 members 
Entering Unmasked Estep 
Score: -21513822.000000 Penalty: 5950.330566
	Iteration 17Q: 3 clusters Score -2.151382e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 149500 members 
Entering Unmasked Estep 
Score: -21514616.000000 Penalty: 5950.330566
	Iteration 18Q: 3 clusters Score -2.151462e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 151299 members 
Entering Unmasked Estep 
Score: -21515412.000000 Penalty: 5950.330566
	Iteration 19Q: 3 clusters Score -2.151541e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 152955 members 
Entering Unmasked Estep 
Score: -21516200.000000 Penalty: 5950.330566
	Iteration 20F: 3 clusters Score -2.15162e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 154375 members 
Entering Unmasked Estep 
Score: -21516886.000000 Penalty: 5950.330566
	Iteration 21Q: 3 clusters Score -2.151689e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 155587 members 
Entering Unmasked Estep 
Score: -21517378.000000 Penalty: 5950.330566
	Iteration 22Q: 3 clusters Score -2.151738e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 156594 members 
Entering Unmasked Estep 
Score: -21517744.000000 Penalty: 5950.330566
	Iteration 23Q: 3 clusters Score -2.151774e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 157378 members 
Entering Unmasked Estep 
Score: -21518098.000000 Penalty: 5950.330566
	Iteration 24Q: 3 clusters Score -2.15181e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 158030 members 
Entering Unmasked Estep 
Score: -21518286.000000 Penalty: 5950.330566
	Iteration 25Q: 3 clusters Score -2.151829e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 158560 members 
Entering Unmasked Estep 
Score: -21518452.000000 Penalty: 5950.330566
	Iteration 26Q: 3 clusters Score -2.151845e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 158999 members 
Entering Unmasked Estep 
Score: -21518552.000000 Penalty: 5950.330566
	Iteration 27Q: 3 clusters Score -2.151855e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 159359 members 
Entering Unmasked Estep 
Score: -21518676.000000 Penalty: 5950.330566
	Iteration 28Q: 3 clusters Score -2.151868e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 159635 members 
Entering Unmasked Estep 
Score: -21518714.000000 Penalty: 5950.330566
	Iteration 29Q: 3 clusters Score -2.151871e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 159859 members 
Entering Unmasked Estep 
Score: -21518764.000000 Penalty: 5950.330566
	Iteration 30Q: 3 clusters Score -2.151876e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 160062 members 
Entering Unmasked Estep 
Score: -21518762.000000 Penalty: 5950.330566
	Iteration 31Q: 3 clusters Score -2.151876e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 160226 members 
Entering Unmasked Estep 
Score: -21518770.000000 Penalty: 5950.330566
	Iteration 32Q: 3 clusters Score -2.151877e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 160358 members 
Entering Unmasked Estep 
Score: -21518838.000000 Penalty: 5950.330566
	Iteration 33Q: 3 clusters Score -2.151884e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 160469 members 
Entering Unmasked Estep 
Score: -21518878.000000 Penalty: 5950.330566
	Iteration 34Q: 3 clusters Score -2.151888e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 160576 members 
Entering Unmasked Estep 
Score: -21518876.000000 Penalty: 5950.330566
	Iteration 35Q: 3 clusters Score -2.151888e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 160677 members 
Entering Unmasked Estep 
Score: -21518924.000000 Penalty: 5950.330566
	Iteration 36Q: 3 clusters Score -2.151892e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 160747 members 
Entering Unmasked Estep 
Score: -21518962.000000 Penalty: 5950.330566
	Iteration 37Q: 3 clusters Score -2.151896e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 160809 members 
Entering Unmasked Estep 
Score: -21518934.000000 Penalty: 5950.330566
	Iteration 38Q: 3 clusters Score -2.151893e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 160860 members 
Entering Unmasked Estep 
Score: -21518952.000000 Penalty: 5950.330566
	Iteration 39Q: 3 clusters Score -2.151895e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 160909 members 
Entering Unmasked Estep 
Score: -21518962.000000 Penalty: 5950.330566
	Iteration 40F: 3 clusters Score -2.151896e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 160947 members 
Entering Unmasked Estep 
Score: -21518972.000000 Penalty: 5950.330566
	Iteration 41Q: 3 clusters Score -2.151897e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 160978 members 
Entering Unmasked Estep 
Score: -21518966.000000 Penalty: 5950.330566
	Iteration 42Q: 3 clusters Score -2.151897e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 161004 members 
Entering Unmasked Estep 
Score: -21518958.000000 Penalty: 5950.330566
	Iteration 43Q: 3 clusters Score -2.151896e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 161020 members 
Entering Unmasked Estep 
Score: -21518946.000000 Penalty: 5950.330566
	Iteration 44Q: 3 clusters Score -2.151895e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 161032 members 
Entering Unmasked Estep 
Score: -21518958.000000 Penalty: 5950.330566
	Iteration 45Q: 3 clusters Score -2.151896e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 161045 members 
Entering Unmasked Estep 
Score: -21518942.000000 Penalty: 5950.330566
	Iteration 46Q: 3 clusters Score -2.151894e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 161055 members 
Entering Unmasked Estep 
Score: -21518950.000000 Penalty: 5950.330566
	Iteration 47Q: 3 clusters Score -2.151895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 161061 members 
Entering Unmasked Estep 
Score: -21518944.000000 Penalty: 5950.330566
	Iteration 48Q: 3 clusters Score -2.151894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 161072 members 
Entering Unmasked Estep 
Score: -21518948.000000 Penalty: 5950.330566
	Iteration 49Q: 3 clusters Score -2.151895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 161080 members 
Entering Unmasked Estep 
Score: -21518952.000000 Penalty: 5950.330566
	Iteration 50Q: 3 clusters Score -2.151895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 161084 members 
Entering Unmasked Estep 
Score: -21518948.000000 Penalty: 5950.330566
	Iteration 51Q: 3 clusters Score -2.151895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 161091 members 
Entering Unmasked Estep 
Score: -21518948.000000 Penalty: 5950.330566
	Iteration 52Q: 3 clusters Score -2.151895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 161097 members 
Entering Unmasked Estep 
Score: -21518954.000000 Penalty: 5950.330566
	Iteration 53Q: 3 clusters Score -2.151895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 161102 members 
Entering Unmasked Estep 
Score: -21518960.000000 Penalty: 5950.330566
	Iteration 54Q: 3 clusters Score -2.151896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 161106 members 
Entering Unmasked Estep 
Score: -21518960.000000 Penalty: 5950.330566
	Iteration 55Q: 3 clusters Score -2.151896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 161109 members 
Entering Unmasked Estep 
Score: -21518952.000000 Penalty: 5950.330566
	Iteration 56Q: 3 clusters Score -2.151895e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 161110 members 
Entering Unmasked Estep 
Score: -21518952.000000 Penalty: 5950.330566
	Iteration 57Q: 3 clusters Score -2.151895e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 161110 members 
Entering Unmasked Estep 
Score: -21518952.000000 Penalty: 5950.330566
	Iteration 58F: 3 clusters Score -2.151895e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (75447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75447 members 
Entering Unmasked Estep 
Score: -10148039.000000 Penalty: 2785.333984
	Iteration 0F: 2 clusters Score -1.014804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -10097436.000000 Penalty: 5570.667969
	Iteration 0F: 3 clusters Score -1.009744e+07 nChanged 35423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -10117618.000000 Penalty: 5570.667969
	Iteration 1F: 3 clusters Score -1.011762e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -10118705.000000 Penalty: 5570.667969
	Iteration 2Q: 3 clusters Score -1.01187e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -10120244.000000 Penalty: 5570.667969
	Iteration 3Q: 3 clusters Score -1.012024e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -10123017.000000 Penalty: 5570.667969
	Iteration 4F: 3 clusters Score -1.012302e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -10127947.000000 Penalty: 5570.667969
	Iteration 5F: 3 clusters Score -1.012795e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 63810 members 
Entering Unmasked Estep 
Score: -10134703.000000 Penalty: 5570.667969
	Iteration 6F: 3 clusters Score -1.01347e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 69517 members 
Entering Unmasked Estep 
Score: -10140723.000000 Penalty: 5570.667969
	Iteration 7F: 3 clusters Score -1.014072e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 72662 members 
Entering Unmasked Estep 
Score: -10143787.000000 Penalty: 5570.667969
	Iteration 8Q: 3 clusters Score -1.014379e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 73988 members 
Entering Unmasked Estep 
Score: -10145157.000000 Penalty: 5570.667969
	Iteration 9Q: 3 clusters Score -1.014516e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 74432 members 
Entering Unmasked Estep 
Score: -10145611.000000 Penalty: 5570.667969
	Iteration 10Q: 3 clusters Score -1.014561e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 74594 members 
Entering Unmasked Estep 
Score: -10145801.000000 Penalty: 5570.667969
	Iteration 11Q: 3 clusters Score -1.01458e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 74661 members 
Entering Unmasked Estep 
Score: -10145928.000000 Penalty: 5570.667969
	Iteration 12Q: 3 clusters Score -1.014593e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 74676 members 
Entering Unmasked Estep 
Score: -10145998.000000 Penalty: 5570.667969
	Iteration 13Q: 3 clusters Score -1.0146e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 74687 members 
Entering Unmasked Estep 
Score: -10146033.000000 Penalty: 5570.667969
	Iteration 14Q: 3 clusters Score -1.014603e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 74678 members 
Entering Unmasked Estep 
Score: -10146052.000000 Penalty: 5570.667969
	Iteration 15Q: 3 clusters Score -1.014605e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 74674 members 
Entering Unmasked Estep 
Score: -10146061.000000 Penalty: 5570.667969
	Iteration 16Q: 3 clusters Score -1.014606e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 74670 members 
Entering Unmasked Estep 
Score: -10146074.000000 Penalty: 5570.667969
	Iteration 17Q: 3 clusters Score -1.014607e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 74660 members 
Entering Unmasked Estep 
Score: -10146103.000000 Penalty: 5570.667969
	Iteration 18Q: 3 clusters Score -1.01461e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 74654 members 
Entering Unmasked Estep 
Score: -10146097.000000 Penalty: 5570.667969
	Iteration 19Q: 3 clusters Score -1.01461e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 74650 members 
Entering Unmasked Estep 
Score: -10146115.000000 Penalty: 5570.667969
	Iteration 20F: 3 clusters Score -1.014612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 74650 members 
Entering Unmasked Estep 
Score: -10146110.000000 Penalty: 5570.667969
	Iteration 21Q: 3 clusters Score -1.014611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 74648 members 
Entering Unmasked Estep 
Score: -10146111.000000 Penalty: 5570.667969
	Iteration 22Q: 3 clusters Score -1.014611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 74648 members 
Entering Unmasked Estep 
Score: -10146111.000000 Penalty: 5570.667969
	Iteration 23F: 3 clusters Score -1.014611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (163951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163951 members 
Entering Unmasked Estep 
Score: -21720048.000000 Penalty: 2977.816162
	Iteration 0F: 2 clusters Score -2.172005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81725 members 
Mstep: Class 2 contains 82226 members 
Entering Unmasked Estep 
Score: -21612902.000000 Penalty: 5955.632324
	Iteration 0F: 3 clusters Score -2.16129e+07 nChanged 78784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77407 members 
Mstep: Class 2 contains 86544 members 
Entering Unmasked Estep 
Score: -21659530.000000 Penalty: 5955.632324
	Iteration 1F: 3 clusters Score -2.165953e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75040 members 
Mstep: Class 2 contains 88911 members 
Entering Unmasked Estep 
Score: -21660578.000000 Penalty: 5955.632324
	Iteration 2Q: 3 clusters Score -2.166058e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71534 members 
Mstep: Class 2 contains 92417 members 
Entering Unmasked Estep 
Score: -21661874.000000 Penalty: 5955.632324
	Iteration 3Q: 3 clusters Score -2.166187e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66400 members 
Mstep: Class 2 contains 97551 members 
Entering Unmasked Estep 
Score: -21664166.000000 Penalty: 5955.632324
	Iteration 4Q: 3 clusters Score -2.166417e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 105198 members 
Entering Unmasked Estep 
Score: -21668190.000000 Penalty: 5955.632324
	Iteration 5F: 3 clusters Score -2.166819e+07 nChanged 10914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 115912 members 
Entering Unmasked Estep 
Score: -21675830.000000 Penalty: 5955.632324
	Iteration 6F: 3 clusters Score -2.167583e+07 nChanged 13866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 129700 members 
Entering Unmasked Estep 
Score: -21687690.000000 Penalty: 5955.632324
	Iteration 7F: 3 clusters Score -2.168769e+07 nChanged 13941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 143613 members 
Entering Unmasked Estep 
Score: -21701132.000000 Penalty: 5955.632324
	Iteration 8F: 3 clusters Score -2.170113e+07 nChanged 10483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 154088 members 
Entering Unmasked Estep 
Score: -21711242.000000 Penalty: 5955.632324
	Iteration 9F: 3 clusters Score -2.171124e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 159945 members 
Entering Unmasked Estep 
Score: -21715756.000000 Penalty: 5955.632324
	Iteration 10Q: 3 clusters Score -2.171576e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 162379 members 
Entering Unmasked Estep 
Score: -21716876.000000 Penalty: 5955.632324
	Iteration 11Q: 3 clusters Score -2.171688e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 163132 members 
Entering Unmasked Estep 
Score: -21717328.000000 Penalty: 5955.632324
	Iteration 12Q: 3 clusters Score -2.171733e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 163360 members 
Entering Unmasked Estep 
Score: -21717432.000000 Penalty: 5955.632324
	Iteration 13Q: 3 clusters Score -2.171743e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 163441 members 
Entering Unmasked Estep 
Score: -21717514.000000 Penalty: 5955.632324
	Iteration 14Q: 3 clusters Score -2.171751e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 163477 members 
Entering Unmasked Estep 
Score: -21717582.000000 Penalty: 5955.632324
	Iteration 15Q: 3 clusters Score -2.171758e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 163498 members 
Entering Unmasked Estep 
Score: -21717632.000000 Penalty: 5955.632324
	Iteration 16Q: 3 clusters Score -2.171763e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 163508 members 
Entering Unmasked Estep 
Score: -21717674.000000 Penalty: 5955.632324
	Iteration 17Q: 3 clusters Score -2.171767e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 163508 members 
Entering Unmasked Estep 
Score: -21717684.000000 Penalty: 5955.632324
	Iteration 18Q: 3 clusters Score -2.171768e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 163509 members 
Entering Unmasked Estep 
Score: -21717700.000000 Penalty: 5955.632324
	Iteration 19Q: 3 clusters Score -2.17177e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 163510 members 
Entering Unmasked Estep 
Score: -21717720.000000 Penalty: 5955.632324
	Iteration 20F: 3 clusters Score -2.171772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 163515 members 
Entering Unmasked Estep 
Score: -21717728.000000 Penalty: 5955.632324
	Iteration 21Q: 3 clusters Score -2.171773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 163521 members 
Entering Unmasked Estep 
Score: -21717724.000000 Penalty: 5955.632324
	Iteration 22Q: 3 clusters Score -2.171772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 163525 members 
Entering Unmasked Estep 
Score: -21717730.000000 Penalty: 5955.632324
	Iteration 23Q: 3 clusters Score -2.171773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 163530 members 
Entering Unmasked Estep 
Score: -21717746.000000 Penalty: 5955.632324
	Iteration 24Q: 3 clusters Score -2.171775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 163537 members 
Entering Unmasked Estep 
Score: -21717758.000000 Penalty: 5955.632324
	Iteration 25Q: 3 clusters Score -2.171776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 163539 members 
Entering Unmasked Estep 
Score: -21717756.000000 Penalty: 5955.632324
	Iteration 26Q: 3 clusters Score -2.171776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 163542 members 
Entering Unmasked Estep 
Score: -21717762.000000 Penalty: 5955.632324
	Iteration 27Q: 3 clusters Score -2.171776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 163541 members 
Entering Unmasked Estep 
Score: -21717774.000000 Penalty: 5955.632324
	Iteration 28Q: 3 clusters Score -2.171777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 163543 members 
Entering Unmasked Estep 
Score: -21717772.000000 Penalty: 5955.632324
	Iteration 29Q: 3 clusters Score -2.171777e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 163543 members 
Entering Unmasked Estep 
Score: -21717772.000000 Penalty: 5955.632324
	Iteration 30F: 3 clusters Score -2.171777e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (85586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85586 members 
Entering Unmasked Estep 
Score: -11087350.000000 Penalty: 2816.604736
	Iteration 0F: 2 clusters Score -1.108735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -11030220.000000 Penalty: 5633.209473
	Iteration 0F: 3 clusters Score -1.103022e+07 nChanged 40276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -11053073.000000 Penalty: 5633.209473
	Iteration 1F: 3 clusters Score -1.105307e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -11054431.000000 Penalty: 5633.209473
	Iteration 2Q: 3 clusters Score -1.105443e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -11056647.000000 Penalty: 5633.209473
	Iteration 3F: 3 clusters Score -1.105665e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50564 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -11060186.000000 Penalty: 5633.209473
	Iteration 4F: 3 clusters Score -1.106019e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53851 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -11064465.000000 Penalty: 5633.209473
	Iteration 5F: 3 clusters Score -1.106446e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57080 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -11068252.000000 Penalty: 5633.209473
	Iteration 6F: 3 clusters Score -1.106825e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59946 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -11071066.000000 Penalty: 5633.209473
	Iteration 7F: 3 clusters Score -1.107107e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62656 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -11072897.000000 Penalty: 5633.209473
	Iteration 8Q: 3 clusters Score -1.10729e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65371 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -11074281.000000 Penalty: 5633.209473
	Iteration 9Q: 3 clusters Score -1.107428e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68113 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -11075463.000000 Penalty: 5633.209473
	Iteration 10Q: 3 clusters Score -1.107546e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70967 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -11076857.000000 Penalty: 5633.209473
	Iteration 11Q: 3 clusters Score -1.107686e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73853 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -11078408.000000 Penalty: 5633.209473
	Iteration 12Q: 3 clusters Score -1.107841e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76586 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -11079987.000000 Penalty: 5633.209473
	Iteration 13Q: 3 clusters Score -1.107999e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78967 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -11081372.000000 Penalty: 5633.209473
	Iteration 14Q: 3 clusters Score -1.108137e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80968 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -11082626.000000 Penalty: 5633.209473
	Iteration 15Q: 3 clusters Score -1.108263e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82473 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -11083485.000000 Penalty: 5633.209473
	Iteration 16Q: 3 clusters Score -1.108348e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -11084048.000000 Penalty: 5633.209473
	Iteration 17Q: 3 clusters Score -1.108405e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84024 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -11084400.000000 Penalty: 5633.209473
	Iteration 18Q: 3 clusters Score -1.10844e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84406 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -11084632.000000 Penalty: 5633.209473
	Iteration 19Q: 3 clusters Score -1.108463e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84598 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -11084713.000000 Penalty: 5633.209473
	Iteration 20F: 3 clusters Score -1.108471e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84694 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -11084754.000000 Penalty: 5633.209473
	Iteration 21Q: 3 clusters Score -1.108475e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84780 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -11084819.000000 Penalty: 5633.209473
	Iteration 22Q: 3 clusters Score -1.108482e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84836 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -11084855.000000 Penalty: 5633.209473
	Iteration 23Q: 3 clusters Score -1.108486e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84875 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -11084877.000000 Penalty: 5633.209473
	Iteration 24Q: 3 clusters Score -1.108488e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84890 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -11084905.000000 Penalty: 5633.209473
	Iteration 25Q: 3 clusters Score -1.10849e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84905 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -11084898.000000 Penalty: 5633.209473
	Iteration 26Q: 3 clusters Score -1.10849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84914 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -11084916.000000 Penalty: 5633.209473
	Iteration 27Q: 3 clusters Score -1.108492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84918 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -11084929.000000 Penalty: 5633.209473
	Iteration 28Q: 3 clusters Score -1.108493e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84933 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -11084945.000000 Penalty: 5633.209473
	Iteration 29Q: 3 clusters Score -1.108494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84944 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -11084941.000000 Penalty: 5633.209473
	Iteration 30Q: 3 clusters Score -1.108494e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84955 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -11084948.000000 Penalty: 5633.209473
	Iteration 31Q: 3 clusters Score -1.108495e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84969 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -11084963.000000 Penalty: 5633.209473
	Iteration 32Q: 3 clusters Score -1.108496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84975 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -11084978.000000 Penalty: 5633.209473
	Iteration 33Q: 3 clusters Score -1.108498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84977 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -11084985.000000 Penalty: 5633.209473
	Iteration 34Q: 3 clusters Score -1.108498e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84979 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -11084987.000000 Penalty: 5633.209473
	Iteration 35Q: 3 clusters Score -1.108499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84977 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -11084990.000000 Penalty: 5633.209473
	Iteration 36Q: 3 clusters Score -1.108499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84978 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -11084989.000000 Penalty: 5633.209473
	Iteration 37Q: 3 clusters Score -1.108499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84977 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -11084992.000000 Penalty: 5633.209473
	Iteration 38Q: 3 clusters Score -1.108499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84978 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -11084993.000000 Penalty: 5633.209473
	Iteration 39Q: 3 clusters Score -1.108499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84979 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -11084996.000000 Penalty: 5633.209473
	Iteration 40F: 3 clusters Score -1.1085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84980 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -11085004.000000 Penalty: 5633.209473
	Iteration 41Q: 3 clusters Score -1.1085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84980 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -11085004.000000 Penalty: 5633.209473
	Iteration 42F: 3 clusters Score -1.1085e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -387328.937500 Penalty: 1977.598877
	Iteration 0F: 2 clusters Score -387328.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -384112.093750 Penalty: 3955.197754
	Iteration 0F: 3 clusters Score -384112.1 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -384705.062500 Penalty: 3955.197754
	Iteration 1F: 3 clusters Score -384705.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -384880.843750 Penalty: 3955.197754
	Iteration 2F: 3 clusters Score -384880.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -384981.843750 Penalty: 3955.197754
	Iteration 3F: 3 clusters Score -384981.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -385033.343750 Penalty: 3955.197754
	Iteration 4Q: 3 clusters Score -385033.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -385069.218750 Penalty: 3955.197754
	Iteration 5Q: 3 clusters Score -385069.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -385095.968750 Penalty: 3955.197754
	Iteration 6Q: 3 clusters Score -385096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -385122.968750 Penalty: 3955.197754
	Iteration 7Q: 3 clusters Score -385123 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -385152.968750 Penalty: 3955.197754
	Iteration 8Q: 3 clusters Score -385153 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -385181.156250 Penalty: 3955.197754
	Iteration 9Q: 3 clusters Score -385181.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -385234.625000 Penalty: 3955.197754
	Iteration 10Q: 3 clusters Score -385234.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -385319.750000 Penalty: 3955.197754
	Iteration 11Q: 3 clusters Score -385319.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -385402.593750 Penalty: 3955.197754
	Iteration 12Q: 3 clusters Score -385402.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -385486.031250 Penalty: 3955.197754
	Iteration 13Q: 3 clusters Score -385486 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -385540.437500 Penalty: 3955.197754
	Iteration 14Q: 3 clusters Score -385540.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -385611.375000 Penalty: 3955.197754
	Iteration 15Q: 3 clusters Score -385611.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -385732.531250 Penalty: 3955.197754
	Iteration 16Q: 3 clusters Score -385732.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -385860.750000 Penalty: 3955.197754
	Iteration 17Q: 3 clusters Score -385860.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -386000.093750 Penalty: 3955.197754
	Iteration 18Q: 3 clusters Score -386000.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -386112.812500 Penalty: 3955.197754
	Iteration 19Q: 3 clusters Score -386112.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -386222.812500 Penalty: 3955.197754
	Iteration 20F: 3 clusters Score -386222.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -386308.093750 Penalty: 3955.197754
	Iteration 21Q: 3 clusters Score -386308.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -386377.937500 Penalty: 3955.197754
	Iteration 22Q: 3 clusters Score -386377.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -386451.875000 Penalty: 3955.197754
	Iteration 23Q: 3 clusters Score -386451.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -386509.781250 Penalty: 3955.197754
	Iteration 24Q: 3 clusters Score -386509.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -386557.781250 Penalty: 3955.197754
	Iteration 25Q: 3 clusters Score -386557.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -386614.781250 Penalty: 3955.197754
	Iteration 26Q: 3 clusters Score -386614.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -386683.093750 Penalty: 3955.197754
	Iteration 27Q: 3 clusters Score -386683.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -386751.250000 Penalty: 3955.197754
	Iteration 28Q: 3 clusters Score -386751.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -386814.031250 Penalty: 3955.197754
	Iteration 29Q: 3 clusters Score -386814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -386906.281250 Penalty: 3955.197754
	Iteration 30Q: 3 clusters Score -386906.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -386992.531250 Penalty: 3955.197754
	Iteration 31Q: 3 clusters Score -386992.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -387038.562500 Penalty: 3955.197754
	Iteration 32Q: 3 clusters Score -387038.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -387047.437500 Penalty: 3955.197754
	Iteration 33Q: 3 clusters Score -387047.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -387051.312500 Penalty: 3955.197754
	Iteration 34Q: 3 clusters Score -387051.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -387054.093750 Penalty: 3955.197754
	Iteration 35Q: 3 clusters Score -387054.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -387054.093750 Penalty: 3955.197754
	Iteration 36F: 3 clusters Score -387054.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Entering Unmasked Estep 
Score: -806377.187500 Penalty: 2172.397705
	Iteration 0F: 2 clusters Score -806377.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -800937.500000 Penalty: 4344.795410
	Iteration 0F: 3 clusters Score -800937.5 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -802328.437500 Penalty: 4344.795410
	Iteration 1F: 3 clusters Score -802328.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -802667.750000 Penalty: 4344.795410
	Iteration 2F: 3 clusters Score -802667.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -802946.812500 Penalty: 4344.795410
	Iteration 3F: 3 clusters Score -802946.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -803281.000000 Penalty: 4344.795410
	Iteration 4F: 3 clusters Score -803281 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -803660.750000 Penalty: 4344.795410
	Iteration 5F: 3 clusters Score -803660.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -804017.187500 Penalty: 4344.795410
	Iteration 6F: 3 clusters Score -804017.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -804265.375000 Penalty: 4344.795410
	Iteration 7F: 3 clusters Score -804265.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -804461.500000 Penalty: 4344.795410
	Iteration 8Q: 3 clusters Score -804461.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -804578.500000 Penalty: 4344.795410
	Iteration 9Q: 3 clusters Score -804578.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -804655.250000 Penalty: 4344.795410
	Iteration 10Q: 3 clusters Score -804655.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -804708.250000 Penalty: 4344.795410
	Iteration 11Q: 3 clusters Score -804708.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -804741.250000 Penalty: 4344.795410
	Iteration 12Q: 3 clusters Score -804741.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -804770.062500 Penalty: 4344.795410
	Iteration 13Q: 3 clusters Score -804770.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -804790.250000 Penalty: 4344.795410
	Iteration 14Q: 3 clusters Score -804790.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -804806.125000 Penalty: 4344.795410
	Iteration 15Q: 3 clusters Score -804806.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -804823.000000 Penalty: 4344.795410
	Iteration 16Q: 3 clusters Score -804823 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -804835.687500 Penalty: 4344.795410
	Iteration 17Q: 3 clusters Score -804835.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -804848.625000 Penalty: 4344.795410
	Iteration 18Q: 3 clusters Score -804848.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -804856.125000 Penalty: 4344.795410
	Iteration 19Q: 3 clusters Score -804856.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -804859.187500 Penalty: 4344.795410
	Iteration 20F: 3 clusters Score -804859.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -804865.312500 Penalty: 4344.795410
	Iteration 21Q: 3 clusters Score -804865.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -804871.937500 Penalty: 4344.795410
	Iteration 22Q: 3 clusters Score -804871.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -804875.937500 Penalty: 4344.795410
	Iteration 23Q: 3 clusters Score -804875.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -804879.687500 Penalty: 4344.795410
	Iteration 24Q: 3 clusters Score -804879.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -804887.250000 Penalty: 4344.795410
	Iteration 25Q: 3 clusters Score -804887.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -804897.000000 Penalty: 4344.795410
	Iteration 26Q: 3 clusters Score -804897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -804902.437500 Penalty: 4344.795410
	Iteration 27Q: 3 clusters Score -804902.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -804906.250000 Penalty: 4344.795410
	Iteration 28Q: 3 clusters Score -804906.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -804908.750000 Penalty: 4344.795410
	Iteration 29Q: 3 clusters Score -804908.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -804911.812500 Penalty: 4344.795410
	Iteration 30Q: 3 clusters Score -804911.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -804913.625000 Penalty: 4344.795410
	Iteration 31Q: 3 clusters Score -804913.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -804916.437500 Penalty: 4344.795410
	Iteration 32Q: 3 clusters Score -804916.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -804921.687500 Penalty: 4344.795410
	Iteration 33Q: 3 clusters Score -804921.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -804923.437500 Penalty: 4344.795410
	Iteration 34Q: 3 clusters Score -804923.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -804930.062500 Penalty: 4344.795410
	Iteration 35Q: 3 clusters Score -804930.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -804937.687500 Penalty: 4344.795410
	Iteration 36Q: 3 clusters Score -804937.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -804938.937500 Penalty: 4344.795410
	Iteration 37Q: 3 clusters Score -804938.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -804940.062500 Penalty: 4344.795410
	Iteration 38Q: 3 clusters Score -804940.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -804940.062500 Penalty: 4344.795410
	Iteration 39Q: 3 clusters Score -804940.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -804939.000000 Penalty: 4344.795410
	Iteration 40F: 3 clusters Score -804939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -804938.375000 Penalty: 4344.795410
	Iteration 41Q: 3 clusters Score -804938.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -804938.375000 Penalty: 4344.795410
	Iteration 42F: 3 clusters Score -804938.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -86184.875000 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -86184.88 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 352 members 
Entering Unmasked Estep 
Score: -84519.664062 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -84519.66 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -84781.617188 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -84781.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -84849.968750 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -84849.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -84886.531250 Penalty: 3250.750977
	Iteration 3Q: 3 clusters Score -84886.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -84924.601562 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -84924.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84958.179688 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -84958.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85001.187500 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -85001.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85040.312500 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -85040.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85056.789062 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -85056.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -85069.390625 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -85069.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -85083.703125 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -85083.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -85091.093750 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -85091.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -85094.375000 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -85094.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -85095.609375 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -85095.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -85095.609375 Penalty: 3250.750977
	Iteration 14F: 3 clusters Score -85095.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (159300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159300 members 
Entering Unmasked Estep 
Score: -21410768.000000 Penalty: 2970.678955
	Iteration 0F: 2 clusters Score -2.141077e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79581 members 
Mstep: Class 2 contains 79719 members 
Entering Unmasked Estep 
Score: -21306508.000000 Penalty: 5941.357910
	Iteration 0F: 3 clusters Score -2.130651e+07 nChanged 76366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76493 members 
Mstep: Class 2 contains 82807 members 
Entering Unmasked Estep 
Score: -21351204.000000 Penalty: 5941.357910
	Iteration 1F: 3 clusters Score -2.13512e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74234 members 
Mstep: Class 2 contains 85066 members 
Entering Unmasked Estep 
Score: -21352494.000000 Penalty: 5941.357910
	Iteration 2Q: 3 clusters Score -2.135249e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70761 members 
Mstep: Class 2 contains 88539 members 
Entering Unmasked Estep 
Score: -21354298.000000 Penalty: 5941.357910
	Iteration 3Q: 3 clusters Score -2.13543e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 93570 members 
Entering Unmasked Estep 
Score: -21357462.000000 Penalty: 5941.357910
	Iteration 4Q: 3 clusters Score -2.135746e+07 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58807 members 
Mstep: Class 2 contains 100493 members 
Entering Unmasked Estep 
Score: -21361948.000000 Penalty: 5941.357910
	Iteration 5F: 3 clusters Score -2.136195e+07 nChanged 10369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 108994 members 
Entering Unmasked Estep 
Score: -21368150.000000 Penalty: 5941.357910
	Iteration 6F: 3 clusters Score -2.136815e+07 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 118669 members 
Entering Unmasked Estep 
Score: -21375758.000000 Penalty: 5941.357910
	Iteration 7F: 3 clusters Score -2.137576e+07 nChanged 10961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 128766 members 
Entering Unmasked Estep 
Score: -21383550.000000 Penalty: 5941.357910
	Iteration 8F: 3 clusters Score -2.138355e+07 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 138044 members 
Entering Unmasked Estep 
Score: -21391418.000000 Penalty: 5941.357910
	Iteration 9F: 3 clusters Score -2.139142e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 145675 members 
Entering Unmasked Estep 
Score: -21398612.000000 Penalty: 5941.357910
	Iteration 10Q: 3 clusters Score -2.139861e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 151530 members 
Entering Unmasked Estep 
Score: -21403596.000000 Penalty: 5941.357910
	Iteration 11Q: 3 clusters Score -2.14036e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 155399 members 
Entering Unmasked Estep 
Score: -21406440.000000 Penalty: 5941.357910
	Iteration 12Q: 3 clusters Score -2.140644e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 157475 members 
Entering Unmasked Estep 
Score: -21407630.000000 Penalty: 5941.357910
	Iteration 13Q: 3 clusters Score -2.140763e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 158366 members 
Entering Unmasked Estep 
Score: -21408004.000000 Penalty: 5941.357910
	Iteration 14Q: 3 clusters Score -2.1408e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 158715 members 
Entering Unmasked Estep 
Score: -21408108.000000 Penalty: 5941.357910
	Iteration 15Q: 3 clusters Score -2.140811e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 158845 members 
Entering Unmasked Estep 
Score: -21408174.000000 Penalty: 5941.357910
	Iteration 16Q: 3 clusters Score -2.140817e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 158897 members 
Entering Unmasked Estep 
Score: -21408254.000000 Penalty: 5941.357910
	Iteration 17Q: 3 clusters Score -2.140825e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 158925 members 
Entering Unmasked Estep 
Score: -21408286.000000 Penalty: 5941.357910
	Iteration 18Q: 3 clusters Score -2.140829e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 158939 members 
Entering Unmasked Estep 
Score: -21408314.000000 Penalty: 5941.357910
	Iteration 19Q: 3 clusters Score -2.140831e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 158949 members 
Entering Unmasked Estep 
Score: -21408316.000000 Penalty: 5941.357910
	Iteration 20F: 3 clusters Score -2.140832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 158954 members 
Entering Unmasked Estep 
Score: -21408312.000000 Penalty: 5941.357910
	Iteration 21Q: 3 clusters Score -2.140831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 158960 members 
Entering Unmasked Estep 
Score: -21408310.000000 Penalty: 5941.357910
	Iteration 22Q: 3 clusters Score -2.140831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 158969 members 
Entering Unmasked Estep 
Score: -21408344.000000 Penalty: 5941.357910
	Iteration 23Q: 3 clusters Score -2.140834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 158974 members 
Entering Unmasked Estep 
Score: -21408340.000000 Penalty: 5941.357910
	Iteration 24Q: 3 clusters Score -2.140834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 158978 members 
Entering Unmasked Estep 
Score: -21408342.000000 Penalty: 5941.357910
	Iteration 25Q: 3 clusters Score -2.140834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 158981 members 
Entering Unmasked Estep 
Score: -21408362.000000 Penalty: 5941.357910
	Iteration 26Q: 3 clusters Score -2.140836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 158986 members 
Entering Unmasked Estep 
Score: -21408358.000000 Penalty: 5941.357910
	Iteration 27Q: 3 clusters Score -2.140836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 158992 members 
Entering Unmasked Estep 
Score: -21408354.000000 Penalty: 5941.357910
	Iteration 28Q: 3 clusters Score -2.140835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 158993 members 
Entering Unmasked Estep 
Score: -21408360.000000 Penalty: 5941.357910
	Iteration 29Q: 3 clusters Score -2.140836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 158993 members 
Entering Unmasked Estep 
Score: -21408360.000000 Penalty: 5941.357910
	Iteration 30Q: 3 clusters Score -2.140836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 158992 members 
Entering Unmasked Estep 
Score: -21408358.000000 Penalty: 5941.357910
	Iteration 31Q: 3 clusters Score -2.140836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 158991 members 
Entering Unmasked Estep 
Score: -21408364.000000 Penalty: 5941.357910
	Iteration 32Q: 3 clusters Score -2.140836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 158991 members 
Entering Unmasked Estep 
Score: -21408364.000000 Penalty: 5941.357910
	Iteration 33F: 3 clusters Score -2.140836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (164552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164552 members 
Entering Unmasked Estep 
Score: -21842888.000000 Penalty: 2978.723389
	Iteration 0F: 2 clusters Score -2.184289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82632 members 
Mstep: Class 2 contains 81920 members 
Entering Unmasked Estep 
Score: -21734486.000000 Penalty: 5957.446777
	Iteration 0F: 3 clusters Score -2.173449e+07 nChanged 78587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89295 members 
Mstep: Class 2 contains 75257 members 
Entering Unmasked Estep 
Score: -21780670.000000 Penalty: 5957.446777
	Iteration 1F: 3 clusters Score -2.178067e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94074 members 
Mstep: Class 2 contains 70478 members 
Entering Unmasked Estep 
Score: -21782854.000000 Penalty: 5957.446777
	Iteration 2Q: 3 clusters Score -2.178285e+07 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101201 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -21787288.000000 Penalty: 5957.446777
	Iteration 3F: 3 clusters Score -2.178729e+07 nChanged 11275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111162 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -21794476.000000 Penalty: 5957.446777
	Iteration 4F: 3 clusters Score -2.179448e+07 nChanged 13270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123506 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -21804652.000000 Penalty: 5957.446777
	Iteration 5F: 3 clusters Score -2.180465e+07 nChanged 13501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136409 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -21816236.000000 Penalty: 5957.446777
	Iteration 6F: 3 clusters Score -2.181624e+07 nChanged 11552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147717 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -21826778.000000 Penalty: 5957.446777
	Iteration 7F: 3 clusters Score -2.182678e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155852 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -21833826.000000 Penalty: 5957.446777
	Iteration 8Q: 3 clusters Score -2.183383e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160449 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -21837546.000000 Penalty: 5957.446777
	Iteration 9Q: 3 clusters Score -2.183755e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162587 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -21839124.000000 Penalty: 5957.446777
	Iteration 10Q: 3 clusters Score -2.183912e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163468 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -21839672.000000 Penalty: 5957.446777
	Iteration 11Q: 3 clusters Score -2.183967e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163830 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -21839926.000000 Penalty: 5957.446777
	Iteration 12Q: 3 clusters Score -2.183993e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163995 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -21840060.000000 Penalty: 5957.446777
	Iteration 13Q: 3 clusters Score -2.184006e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164076 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -21840156.000000 Penalty: 5957.446777
	Iteration 14Q: 3 clusters Score -2.184016e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164111 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -21840186.000000 Penalty: 5957.446777
	Iteration 15Q: 3 clusters Score -2.184019e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164126 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -21840198.000000 Penalty: 5957.446777
	Iteration 16Q: 3 clusters Score -2.18402e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164143 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -21840240.000000 Penalty: 5957.446777
	Iteration 17Q: 3 clusters Score -2.184024e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164160 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -21840252.000000 Penalty: 5957.446777
	Iteration 18Q: 3 clusters Score -2.184025e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164173 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -21840270.000000 Penalty: 5957.446777
	Iteration 19Q: 3 clusters Score -2.184027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164181 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -21840264.000000 Penalty: 5957.446777
	Iteration 20F: 3 clusters Score -2.184026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164183 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -21840266.000000 Penalty: 5957.446777
	Iteration 21Q: 3 clusters Score -2.184027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164190 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -21840280.000000 Penalty: 5957.446777
	Iteration 22Q: 3 clusters Score -2.184028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164198 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -21840290.000000 Penalty: 5957.446777
	Iteration 23Q: 3 clusters Score -2.184029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164202 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -21840308.000000 Penalty: 5957.446777
	Iteration 24Q: 3 clusters Score -2.184031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164203 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -21840314.000000 Penalty: 5957.446777
	Iteration 25Q: 3 clusters Score -2.184031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164209 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -21840302.000000 Penalty: 5957.446777
	Iteration 26Q: 3 clusters Score -2.18403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164211 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -21840304.000000 Penalty: 5957.446777
	Iteration 27Q: 3 clusters Score -2.18403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164212 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -21840302.000000 Penalty: 5957.446777
	Iteration 28Q: 3 clusters Score -2.18403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164214 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -21840312.000000 Penalty: 5957.446777
	Iteration 29Q: 3 clusters Score -2.184031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164216 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -21840316.000000 Penalty: 5957.446777
	Iteration 30Q: 3 clusters Score -2.184032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164219 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -21840322.000000 Penalty: 5957.446777
	Iteration 31Q: 3 clusters Score -2.184032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164223 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -21840340.000000 Penalty: 5957.446777
	Iteration 32Q: 3 clusters Score -2.184034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164228 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -21840318.000000 Penalty: 5957.446777
	Iteration 33Q: 3 clusters Score -2.184032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164229 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -21840316.000000 Penalty: 5957.446777
	Iteration 34Q: 3 clusters Score -2.184032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164229 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -21840314.000000 Penalty: 5957.446777
	Iteration 35Q: 3 clusters Score -2.184031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164230 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -21840324.000000 Penalty: 5957.446777
	Iteration 36Q: 3 clusters Score -2.184032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164230 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -21840324.000000 Penalty: 5957.446777
	Iteration 37F: 3 clusters Score -2.184032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Entering Unmasked Estep 
Score: -3440536.750000 Penalty: 2520.978760
	Iteration 0F: 2 clusters Score -3440537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -3422588.500000 Penalty: 5041.957520
	Iteration 0F: 3 clusters Score -3422588 nChanged 11562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -3428779.500000 Penalty: 5041.957520
	Iteration 1F: 3 clusters Score -3428780 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -3429211.750000 Penalty: 5041.957520
	Iteration 2Q: 3 clusters Score -3429212 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -3429569.250000 Penalty: 5041.957520
	Iteration 3Q: 3 clusters Score -3429569 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -3429949.750000 Penalty: 5041.957520
	Iteration 4Q: 3 clusters Score -3429950 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -3430482.500000 Penalty: 5041.957520
	Iteration 5Q: 3 clusters Score -3430482 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -3431230.500000 Penalty: 5041.957520
	Iteration 6F: 3 clusters Score -3431230 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -3432332.250000 Penalty: 5041.957520
	Iteration 7F: 3 clusters Score -3432332 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -3433652.000000 Penalty: 5041.957520
	Iteration 8F: 3 clusters Score -3433652 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -3435035.500000 Penalty: 5041.957520
	Iteration 9F: 3 clusters Score -3435036 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -3436243.500000 Penalty: 5041.957520
	Iteration 10F: 3 clusters Score -3436244 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3437111.000000 Penalty: 5041.957520
	Iteration 11Q: 3 clusters Score -3437111 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3437621.000000 Penalty: 5041.957520
	Iteration 12Q: 3 clusters Score -3437621 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3437879.500000 Penalty: 5041.957520
	Iteration 13Q: 3 clusters Score -3437880 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3438022.500000 Penalty: 5041.957520
	Iteration 14Q: 3 clusters Score -3438022 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3438123.000000 Penalty: 5041.957520
	Iteration 15Q: 3 clusters Score -3438123 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3438188.500000 Penalty: 5041.957520
	Iteration 16Q: 3 clusters Score -3438188 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3438236.250000 Penalty: 5041.957520
	Iteration 17Q: 3 clusters Score -3438236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3438269.750000 Penalty: 5041.957520
	Iteration 18Q: 3 clusters Score -3438270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3438289.750000 Penalty: 5041.957520
	Iteration 19Q: 3 clusters Score -3438290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3438302.750000 Penalty: 5041.957520
	Iteration 20F: 3 clusters Score -3438303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3438313.000000 Penalty: 5041.957520
	Iteration 21Q: 3 clusters Score -3438313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3438322.250000 Penalty: 5041.957520
	Iteration 22Q: 3 clusters Score -3438322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3438325.500000 Penalty: 5041.957520
	Iteration 23Q: 3 clusters Score -3438326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3438327.750000 Penalty: 5041.957520
	Iteration 24Q: 3 clusters Score -3438328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3438330.000000 Penalty: 5041.957520
	Iteration 25Q: 3 clusters Score -3438330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3438332.500000 Penalty: 5041.957520
	Iteration 26Q: 3 clusters Score -3438332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3438332.500000 Penalty: 5041.957520
	Iteration 27Q: 3 clusters Score -3438332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3438333.250000 Penalty: 5041.957520
	Iteration 28Q: 3 clusters Score -3438333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3438339.000000 Penalty: 5041.957520
	Iteration 29Q: 3 clusters Score -3438339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3438341.500000 Penalty: 5041.957520
	Iteration 30Q: 3 clusters Score -3438342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3438344.000000 Penalty: 5041.957520
	Iteration 31Q: 3 clusters Score -3438344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3438347.000000 Penalty: 5041.957520
	Iteration 32Q: 3 clusters Score -3438347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3438350.250000 Penalty: 5041.957520
	Iteration 33Q: 3 clusters Score -3438350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3438350.250000 Penalty: 5041.957520
	Iteration 34F: 3 clusters Score -3438350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -39293.406250 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -39293.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37985.906250 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -37985.91 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -38381.292969 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -38381.29 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -38805.562500 Penalty: 2947.628662
	Iteration 2F: 3 clusters Score -38805.56 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -39426.917969 Penalty: 2947.628662
	Iteration 3F: 3 clusters Score -39426.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39840.109375 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -39840.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -40137.164062 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -40137.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40376.503906 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -40376.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40573.316406 Penalty: 2947.628662
	Iteration 7Q: 3 clusters Score -40573.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -40980.039062 Penalty: 2947.628662
	Iteration 8Q: 3 clusters Score -40980.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41090.542969 Penalty: 2947.628662
	Iteration 9Q: 3 clusters Score -41090.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41157.371094 Penalty: 2947.628662
	Iteration 10Q: 3 clusters Score -41157.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41302.382812 Penalty: 2947.628662
	Iteration 11Q: 3 clusters Score -41302.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41559.816406 Penalty: 2947.628662
	Iteration 12Q: 3 clusters Score -41559.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41559.816406 Penalty: 2947.628662
	Iteration 13F: 3 clusters Score -41559.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 162208 members 
Mstep: Class 4 contains 75447 members 
Mstep: Class 5 contains 163951 members 
Mstep: Class 6 contains 85586 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 6372 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 159300 members 
Mstep: Class 11 contains 164552 members 
Mstep: Class 12 contains 25984 members 
Mstep: Class 13 contains 201 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6225 members 
Mstep: Class 18 contains 161229 members 
Mstep: Class 19 contains 101494 members 
Mstep: Class 20 contains 82646 members 
Mstep: Class 21 contains 167429 members 
Mstep: Class 22 contains 6020 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 180 members 
Entering Unmasked Estep 
Score: -180435440.000000 Penalty: 87655.367188
Splitting cluster 13 changes total score from -180436016.000000 to -180435440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -112183.726562 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -112183.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -110380.226562 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -110380.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -110737.226562 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -110737.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -110867.734375 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -110867.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -110942.031250 Penalty: 3402.368896
	Iteration 3Q: 3 clusters Score -110942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -110994.296875 Penalty: 3402.368896
	Iteration 4Q: 3 clusters Score -110994.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -111042.921875 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -111042.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -111077.507812 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -111077.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -111112.773438 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -111112.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -111151.492188 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -111151.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -111201.382812 Penalty: 3402.368896
	Iteration 9Q: 3 clusters Score -111201.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -111250.929688 Penalty: 3402.368896
	Iteration 10Q: 3 clusters Score -111250.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -111319.562500 Penalty: 3402.368896
	Iteration 11Q: 3 clusters Score -111319.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -111374.726562 Penalty: 3402.368896
	Iteration 12Q: 3 clusters Score -111374.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -111443.343750 Penalty: 3402.368896
	Iteration 13Q: 3 clusters Score -111443.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -111492.023438 Penalty: 3402.368896
	Iteration 14Q: 3 clusters Score -111492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -111508.125000 Penalty: 3402.368896
	Iteration 15Q: 3 clusters Score -111508.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -111524.085938 Penalty: 3402.368896
	Iteration 16Q: 3 clusters Score -111524.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -111549.945312 Penalty: 3402.368896
	Iteration 17Q: 3 clusters Score -111549.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -111551.656250 Penalty: 3402.368896
	Iteration 18Q: 3 clusters Score -111551.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -111553.382812 Penalty: 3402.368896
	Iteration 19Q: 3 clusters Score -111553.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -111555.265625 Penalty: 3402.368896
	Iteration 20F: 3 clusters Score -111555.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -111556.867188 Penalty: 3402.368896
	Iteration 21Q: 3 clusters Score -111556.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -111556.867188 Penalty: 3402.368896
	Iteration 22F: 3 clusters Score -111556.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -74572.960938 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -74572.96 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 313 members 
Entering Unmasked Estep 
Score: -72924.140625 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -72924.14 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -73117.718750 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -73117.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -73215.539062 Penalty: 3192.330566
	Iteration 2Q: 3 clusters Score -73215.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -73558.750000 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -73558.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73942.476562 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -73942.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -74312.468750 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -74312.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -74376.140625 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -74376.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -74410.125000 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -74410.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -74428.156250 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -74428.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -74444.632812 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -74444.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -74454.914062 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -74454.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -74457.500000 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -74457.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -74461.539062 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -74461.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -74463.796875 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -74463.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -74466.710938 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -74466.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -74474.320312 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -74474.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -74484.265625 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -74484.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -74493.750000 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -74493.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -74509.867188 Penalty: 3192.330566
	Iteration 18Q: 3 clusters Score -74509.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -74519.109375 Penalty: 3192.330566
	Iteration 19Q: 3 clusters Score -74519.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -74534.148438 Penalty: 3192.330566
	Iteration 20F: 3 clusters Score -74534.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -74546.664062 Penalty: 3192.330566
	Iteration 21Q: 3 clusters Score -74546.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -74554.460938 Penalty: 3192.330566
	Iteration 22Q: 3 clusters Score -74554.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -74560.398438 Penalty: 3192.330566
	Iteration 23Q: 3 clusters Score -74560.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -74564.539062 Penalty: 3192.330566
	Iteration 24Q: 3 clusters Score -74564.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -74575.679688 Penalty: 3192.330566
	Iteration 25Q: 3 clusters Score -74575.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -74580.156250 Penalty: 3192.330566
	Iteration 26Q: 3 clusters Score -74580.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -74583.523438 Penalty: 3192.330566
	Iteration 27Q: 3 clusters Score -74583.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -74589.625000 Penalty: 3192.330566
	Iteration 28Q: 3 clusters Score -74589.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -74591.593750 Penalty: 3192.330566
	Iteration 29Q: 3 clusters Score -74591.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -74595.664062 Penalty: 3192.330566
	Iteration 30Q: 3 clusters Score -74595.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -74595.664062 Penalty: 3192.330566
	Iteration 31F: 3 clusters Score -74595.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 162208 members 
Mstep: Class 4 contains 75447 members 
Mstep: Class 5 contains 163951 members 
Mstep: Class 6 contains 85586 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 6372 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 159300 members 
Mstep: Class 11 contains 164552 members 
Mstep: Class 12 contains 25984 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 436 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6225 members 
Mstep: Class 18 contains 161229 members 
Mstep: Class 19 contains 101494 members 
Mstep: Class 20 contains 82646 members 
Mstep: Class 21 contains 167429 members 
Mstep: Class 22 contains 6020 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 188 members 
Entering Unmasked Estep 
Score: -180433760.000000 Penalty: 87655.367188
Splitting cluster 15 changes total score from -180436016.000000 to -180433760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -76067.664062 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -76067.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -74432.828125 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -74432.83 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -74819.250000 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -74819.25 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -75473.929688 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -75473.93 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -75741.070312 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -75741.07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -75991.367188 Penalty: 3206.435791
	Iteration 4F: 3 clusters Score -75991.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -76200.531250 Penalty: 3206.435791
	Iteration 5F: 3 clusters Score -76200.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -76483.187500 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -76483.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -76936.453125 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -76936.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -77733.054688 Penalty: 3206.435791
	Iteration 8Q: 3 clusters Score -77733.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -78577.242188 Penalty: 3206.435791
	Iteration 9Q: 3 clusters Score -78577.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -78616.695312 Penalty: 3206.435791
	Iteration 10Q: 3 clusters Score -78616.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -78616.695312 Penalty: 3206.435791
	Iteration 11F: 3 clusters Score -78616.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 162208 members 
Mstep: Class 4 contains 75447 members 
Mstep: Class 5 contains 163951 members 
Mstep: Class 6 contains 85586 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 6372 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 159300 members 
Mstep: Class 11 contains 164552 members 
Mstep: Class 12 contains 25984 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 83 members 
Mstep: Class 17 contains 6225 members 
Mstep: Class 18 contains 161229 members 
Mstep: Class 19 contains 101494 members 
Mstep: Class 20 contains 82646 members 
Mstep: Class 21 contains 167429 members 
Mstep: Class 22 contains 6020 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 559 members 
Entering Unmasked Estep 
Score: -180436000.000000 Penalty: 87655.367188
Splitting cluster 16 changes total score from -180436016.000000 to -180436000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (6225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Entering Unmasked Estep 
Score: -827990.187500 Penalty: 2166.609619
	Iteration 0F: 2 clusters Score -827990.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -822767.000000 Penalty: 4333.219238
	Iteration 0F: 3 clusters Score -822767 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -824194.187500 Penalty: 4333.219238
	Iteration 1F: 3 clusters Score -824194.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -824633.250000 Penalty: 4333.219238
	Iteration 2F: 3 clusters Score -824633.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -824921.062500 Penalty: 4333.219238
	Iteration 3F: 3 clusters Score -824921.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -825132.250000 Penalty: 4333.219238
	Iteration 4F: 3 clusters Score -825132.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -825300.125000 Penalty: 4333.219238
	Iteration 5Q: 3 clusters Score -825300.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -825455.125000 Penalty: 4333.219238
	Iteration 6Q: 3 clusters Score -825455.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -825593.875000 Penalty: 4333.219238
	Iteration 7Q: 3 clusters Score -825593.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -825727.562500 Penalty: 4333.219238
	Iteration 8Q: 3 clusters Score -825727.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -825876.625000 Penalty: 4333.219238
	Iteration 9Q: 3 clusters Score -825876.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -826039.312500 Penalty: 4333.219238
	Iteration 10Q: 3 clusters Score -826039.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -826167.250000 Penalty: 4333.219238
	Iteration 11Q: 3 clusters Score -826167.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -826281.312500 Penalty: 4333.219238
	Iteration 12Q: 3 clusters Score -826281.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -826388.562500 Penalty: 4333.219238
	Iteration 13Q: 3 clusters Score -826388.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -826452.312500 Penalty: 4333.219238
	Iteration 14Q: 3 clusters Score -826452.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -826497.375000 Penalty: 4333.219238
	Iteration 15Q: 3 clusters Score -826497.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -826535.125000 Penalty: 4333.219238
	Iteration 16Q: 3 clusters Score -826535.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -826569.187500 Penalty: 4333.219238
	Iteration 17Q: 3 clusters Score -826569.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -826587.687500 Penalty: 4333.219238
	Iteration 18Q: 3 clusters Score -826587.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -826604.375000 Penalty: 4333.219238
	Iteration 19Q: 3 clusters Score -826604.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -826618.375000 Penalty: 4333.219238
	Iteration 20F: 3 clusters Score -826618.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -826622.687500 Penalty: 4333.219238
	Iteration 21Q: 3 clusters Score -826622.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -826624.187500 Penalty: 4333.219238
	Iteration 22Q: 3 clusters Score -826624.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -826626.937500 Penalty: 4333.219238
	Iteration 23Q: 3 clusters Score -826626.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -826632.750000 Penalty: 4333.219238
	Iteration 24Q: 3 clusters Score -826632.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -826635.437500 Penalty: 4333.219238
	Iteration 25Q: 3 clusters Score -826635.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -826638.937500 Penalty: 4333.219238
	Iteration 26Q: 3 clusters Score -826638.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -826642.062500 Penalty: 4333.219238
	Iteration 27Q: 3 clusters Score -826642.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -826644.500000 Penalty: 4333.219238
	Iteration 28Q: 3 clusters Score -826644.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -826644.250000 Penalty: 4333.219238
	Iteration 29Q: 3 clusters Score -826644.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -826646.375000 Penalty: 4333.219238
	Iteration 30Q: 3 clusters Score -826646.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -826645.812500 Penalty: 4333.219238
	Iteration 31Q: 3 clusters Score -826645.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -826649.562500 Penalty: 4333.219238
	Iteration 32Q: 3 clusters Score -826649.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -826655.125000 Penalty: 4333.219238
	Iteration 33Q: 3 clusters Score -826655.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -826655.125000 Penalty: 4333.219238
	Iteration 34Q: 3 clusters Score -826655.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -826655.562500 Penalty: 4333.219238
	Iteration 35Q: 3 clusters Score -826655.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -826654.312500 Penalty: 4333.219238
	Iteration 36Q: 3 clusters Score -826654.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -826654.812500 Penalty: 4333.219238
	Iteration 37Q: 3 clusters Score -826654.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -826656.687500 Penalty: 4333.219238
	Iteration 38Q: 3 clusters Score -826656.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -826657.625000 Penalty: 4333.219238
	Iteration 39Q: 3 clusters Score -826657.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -826659.562500 Penalty: 4333.219238
	Iteration 40F: 3 clusters Score -826659.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -826659.625000 Penalty: 4333.219238
	Iteration 41Q: 3 clusters Score -826659.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -826661.062500 Penalty: 4333.219238
	Iteration 42Q: 3 clusters Score -826661.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -826664.562500 Penalty: 4333.219238
	Iteration 43Q: 3 clusters Score -826664.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -826667.000000 Penalty: 4333.219238
	Iteration 44Q: 3 clusters Score -826667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -826669.562500 Penalty: 4333.219238
	Iteration 45Q: 3 clusters Score -826669.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -826671.562500 Penalty: 4333.219238
	Iteration 46Q: 3 clusters Score -826671.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -826674.250000 Penalty: 4333.219238
	Iteration 47Q: 3 clusters Score -826674.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -826675.187500 Penalty: 4333.219238
	Iteration 48Q: 3 clusters Score -826675.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -826674.937500 Penalty: 4333.219238
	Iteration 49Q: 3 clusters Score -826674.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -826674.937500 Penalty: 4333.219238
	Iteration 50F: 3 clusters Score -826674.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (161229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161229 members 
Entering Unmasked Estep 
Score: -21403110.000000 Penalty: 2973.664062
	Iteration 0F: 2 clusters Score -2.140311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80508 members 
Mstep: Class 2 contains 80721 members 
Entering Unmasked Estep 
Score: -21298238.000000 Penalty: 5947.328125
	Iteration 0F: 3 clusters Score -2.129824e+07 nChanged 77415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77735 members 
Mstep: Class 2 contains 83494 members 
Entering Unmasked Estep 
Score: -21343750.000000 Penalty: 5947.328125
	Iteration 1F: 3 clusters Score -2.134375e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75755 members 
Mstep: Class 2 contains 85474 members 
Entering Unmasked Estep 
Score: -21345250.000000 Penalty: 5947.328125
	Iteration 2Q: 3 clusters Score -2.134525e+07 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72488 members 
Mstep: Class 2 contains 88741 members 
Entering Unmasked Estep 
Score: -21347918.000000 Penalty: 5947.328125
	Iteration 3Q: 3 clusters Score -2.134792e+07 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67509 members 
Mstep: Class 2 contains 93720 members 
Entering Unmasked Estep 
Score: -21352100.000000 Penalty: 5947.328125
	Iteration 4F: 3 clusters Score -2.13521e+07 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 100705 members 
Entering Unmasked Estep 
Score: -21358568.000000 Penalty: 5947.328125
	Iteration 5F: 3 clusters Score -2.135857e+07 nChanged 12307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Mstep: Class 2 contains 109190 members 
Entering Unmasked Estep 
Score: -21367048.000000 Penalty: 5947.328125
	Iteration 6F: 3 clusters Score -2.136705e+07 nChanged 12012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 117930 members 
Entering Unmasked Estep 
Score: -21376810.000000 Penalty: 5947.328125
	Iteration 7F: 3 clusters Score -2.137681e+07 nChanged 10112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 125064 members 
Entering Unmasked Estep 
Score: -21385874.000000 Penalty: 5947.328125
	Iteration 8F: 3 clusters Score -2.138587e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 129806 members 
Entering Unmasked Estep 
Score: -21391814.000000 Penalty: 5947.328125
	Iteration 9Q: 3 clusters Score -2.139181e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 132915 members 
Entering Unmasked Estep 
Score: -21394554.000000 Penalty: 5947.328125
	Iteration 10Q: 3 clusters Score -2.139455e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 135426 members 
Entering Unmasked Estep 
Score: -21395982.000000 Penalty: 5947.328125
	Iteration 11Q: 3 clusters Score -2.139598e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 137601 members 
Entering Unmasked Estep 
Score: -21397116.000000 Penalty: 5947.328125
	Iteration 12Q: 3 clusters Score -2.139712e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 139600 members 
Entering Unmasked Estep 
Score: -21398062.000000 Penalty: 5947.328125
	Iteration 13Q: 3 clusters Score -2.139806e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 141373 members 
Entering Unmasked Estep 
Score: -21398756.000000 Penalty: 5947.328125
	Iteration 14Q: 3 clusters Score -2.139876e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 142931 members 
Entering Unmasked Estep 
Score: -21399502.000000 Penalty: 5947.328125
	Iteration 15Q: 3 clusters Score -2.13995e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 144384 members 
Entering Unmasked Estep 
Score: -21400190.000000 Penalty: 5947.328125
	Iteration 16Q: 3 clusters Score -2.140019e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 145775 members 
Entering Unmasked Estep 
Score: -21400686.000000 Penalty: 5947.328125
	Iteration 17Q: 3 clusters Score -2.140069e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 147096 members 
Entering Unmasked Estep 
Score: -21401094.000000 Penalty: 5947.328125
	Iteration 18Q: 3 clusters Score -2.140109e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 148327 members 
Entering Unmasked Estep 
Score: -21401502.000000 Penalty: 5947.328125
	Iteration 19Q: 3 clusters Score -2.14015e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 149499 members 
Entering Unmasked Estep 
Score: -21401710.000000 Penalty: 5947.328125
	Iteration 20F: 3 clusters Score -2.140171e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 150610 members 
Entering Unmasked Estep 
Score: -21401994.000000 Penalty: 5947.328125
	Iteration 21Q: 3 clusters Score -2.140199e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 151592 members 
Entering Unmasked Estep 
Score: -21402158.000000 Penalty: 5947.328125
	Iteration 22Q: 3 clusters Score -2.140216e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 152469 members 
Entering Unmasked Estep 
Score: -21402384.000000 Penalty: 5947.328125
	Iteration 23Q: 3 clusters Score -2.140238e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 153280 members 
Entering Unmasked Estep 
Score: -21402704.000000 Penalty: 5947.328125
	Iteration 24Q: 3 clusters Score -2.14027e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 154001 members 
Entering Unmasked Estep 
Score: -21402792.000000 Penalty: 5947.328125
	Iteration 25Q: 3 clusters Score -2.140279e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 154639 members 
Entering Unmasked Estep 
Score: -21402892.000000 Penalty: 5947.328125
	Iteration 26Q: 3 clusters Score -2.140289e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 155180 members 
Entering Unmasked Estep 
Score: -21402844.000000 Penalty: 5947.328125
	Iteration 27Q: 3 clusters Score -2.140284e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 155659 members 
Entering Unmasked Estep 
Score: -21402850.000000 Penalty: 5947.328125
	Iteration 28Q: 3 clusters Score -2.140285e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 156066 members 
Entering Unmasked Estep 
Score: -21402772.000000 Penalty: 5947.328125
	Iteration 29Q: 3 clusters Score -2.140277e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 156393 members 
Entering Unmasked Estep 
Score: -21402744.000000 Penalty: 5947.328125
	Iteration 30Q: 3 clusters Score -2.140274e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 156660 members 
Entering Unmasked Estep 
Score: -21402696.000000 Penalty: 5947.328125
	Iteration 31Q: 3 clusters Score -2.14027e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 156891 members 
Entering Unmasked Estep 
Score: -21402666.000000 Penalty: 5947.328125
	Iteration 32Q: 3 clusters Score -2.140267e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 157102 members 
Entering Unmasked Estep 
Score: -21402720.000000 Penalty: 5947.328125
	Iteration 33Q: 3 clusters Score -2.140272e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 157266 members 
Entering Unmasked Estep 
Score: -21402706.000000 Penalty: 5947.328125
	Iteration 34Q: 3 clusters Score -2.140271e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 157410 members 
Entering Unmasked Estep 
Score: -21402738.000000 Penalty: 5947.328125
	Iteration 35Q: 3 clusters Score -2.140274e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 157547 members 
Entering Unmasked Estep 
Score: -21402738.000000 Penalty: 5947.328125
	Iteration 36Q: 3 clusters Score -2.140274e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 157657 members 
Entering Unmasked Estep 
Score: -21402728.000000 Penalty: 5947.328125
	Iteration 37Q: 3 clusters Score -2.140273e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 157742 members 
Entering Unmasked Estep 
Score: -21402720.000000 Penalty: 5947.328125
	Iteration 38Q: 3 clusters Score -2.140272e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 157823 members 
Entering Unmasked Estep 
Score: -21402676.000000 Penalty: 5947.328125
	Iteration 39Q: 3 clusters Score -2.140268e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 157906 members 
Entering Unmasked Estep 
Score: -21402662.000000 Penalty: 5947.328125
	Iteration 40F: 3 clusters Score -2.140266e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 157976 members 
Entering Unmasked Estep 
Score: -21402666.000000 Penalty: 5947.328125
	Iteration 41Q: 3 clusters Score -2.140267e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 158037 members 
Entering Unmasked Estep 
Score: -21402648.000000 Penalty: 5947.328125
	Iteration 42Q: 3 clusters Score -2.140265e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 158092 members 
Entering Unmasked Estep 
Score: -21402640.000000 Penalty: 5947.328125
	Iteration 43Q: 3 clusters Score -2.140264e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 158144 members 
Entering Unmasked Estep 
Score: -21402654.000000 Penalty: 5947.328125
	Iteration 44Q: 3 clusters Score -2.140265e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 158182 members 
Entering Unmasked Estep 
Score: -21402632.000000 Penalty: 5947.328125
	Iteration 45Q: 3 clusters Score -2.140263e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 158206 members 
Entering Unmasked Estep 
Score: -21402634.000000 Penalty: 5947.328125
	Iteration 46Q: 3 clusters Score -2.140263e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 158228 members 
Entering Unmasked Estep 
Score: -21402616.000000 Penalty: 5947.328125
	Iteration 47Q: 3 clusters Score -2.140262e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 158245 members 
Entering Unmasked Estep 
Score: -21402618.000000 Penalty: 5947.328125
	Iteration 48Q: 3 clusters Score -2.140262e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 158268 members 
Entering Unmasked Estep 
Score: -21402596.000000 Penalty: 5947.328125
	Iteration 49Q: 3 clusters Score -2.14026e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 158293 members 
Entering Unmasked Estep 
Score: -21402572.000000 Penalty: 5947.328125
	Iteration 50Q: 3 clusters Score -2.140257e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 158313 members 
Entering Unmasked Estep 
Score: -21402560.000000 Penalty: 5947.328125
	Iteration 51Q: 3 clusters Score -2.140256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 158325 members 
Entering Unmasked Estep 
Score: -21402552.000000 Penalty: 5947.328125
	Iteration 52Q: 3 clusters Score -2.140255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 158336 members 
Entering Unmasked Estep 
Score: -21402558.000000 Penalty: 5947.328125
	Iteration 53Q: 3 clusters Score -2.140256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 158345 members 
Entering Unmasked Estep 
Score: -21402544.000000 Penalty: 5947.328125
	Iteration 54Q: 3 clusters Score -2.140254e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 158357 members 
Entering Unmasked Estep 
Score: -21402544.000000 Penalty: 5947.328125
	Iteration 55Q: 3 clusters Score -2.140254e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 158375 members 
Entering Unmasked Estep 
Score: -21402552.000000 Penalty: 5947.328125
	Iteration 56Q: 3 clusters Score -2.140255e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 158393 members 
Entering Unmasked Estep 
Score: -21402554.000000 Penalty: 5947.328125
	Iteration 57Q: 3 clusters Score -2.140255e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 158414 members 
Entering Unmasked Estep 
Score: -21402580.000000 Penalty: 5947.328125
	Iteration 58Q: 3 clusters Score -2.140258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 158425 members 
Entering Unmasked Estep 
Score: -21402568.000000 Penalty: 5947.328125
	Iteration 59Q: 3 clusters Score -2.140257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 158438 members 
Entering Unmasked Estep 
Score: -21402560.000000 Penalty: 5947.328125
	Iteration 60F: 3 clusters Score -2.140256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 158452 members 
Entering Unmasked Estep 
Score: -21402556.000000 Penalty: 5947.328125
	Iteration 61Q: 3 clusters Score -2.140256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 158461 members 
Entering Unmasked Estep 
Score: -21402556.000000 Penalty: 5947.328125
	Iteration 62Q: 3 clusters Score -2.140256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 158467 members 
Entering Unmasked Estep 
Score: -21402560.000000 Penalty: 5947.328125
	Iteration 63Q: 3 clusters Score -2.140256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 158475 members 
Entering Unmasked Estep 
Score: -21402546.000000 Penalty: 5947.328125
	Iteration 64Q: 3 clusters Score -2.140255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 158482 members 
Entering Unmasked Estep 
Score: -21402564.000000 Penalty: 5947.328125
	Iteration 65Q: 3 clusters Score -2.140256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 158487 members 
Entering Unmasked Estep 
Score: -21402574.000000 Penalty: 5947.328125
	Iteration 66Q: 3 clusters Score -2.140257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 158491 members 
Entering Unmasked Estep 
Score: -21402568.000000 Penalty: 5947.328125
	Iteration 67Q: 3 clusters Score -2.140257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 158497 members 
Entering Unmasked Estep 
Score: -21402580.000000 Penalty: 5947.328125
	Iteration 68Q: 3 clusters Score -2.140258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 158508 members 
Entering Unmasked Estep 
Score: -21402580.000000 Penalty: 5947.328125
	Iteration 69Q: 3 clusters Score -2.140258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 158512 members 
Entering Unmasked Estep 
Score: -21402578.000000 Penalty: 5947.328125
	Iteration 70Q: 3 clusters Score -2.140258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 158522 members 
Entering Unmasked Estep 
Score: -21402582.000000 Penalty: 5947.328125
	Iteration 71Q: 3 clusters Score -2.140258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 158529 members 
Entering Unmasked Estep 
Score: -21402582.000000 Penalty: 5947.328125
	Iteration 72Q: 3 clusters Score -2.140258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 158534 members 
Entering Unmasked Estep 
Score: -21402594.000000 Penalty: 5947.328125
	Iteration 73Q: 3 clusters Score -2.140259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 158538 members 
Entering Unmasked Estep 
Score: -21402604.000000 Penalty: 5947.328125
	Iteration 74Q: 3 clusters Score -2.14026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 158541 members 
Entering Unmasked Estep 
Score: -21402578.000000 Penalty: 5947.328125
	Iteration 75Q: 3 clusters Score -2.140258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 158547 members 
Entering Unmasked Estep 
Score: -21402576.000000 Penalty: 5947.328125
	Iteration 76Q: 3 clusters Score -2.140258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 158549 members 
Entering Unmasked Estep 
Score: -21402574.000000 Penalty: 5947.328125
	Iteration 77Q: 3 clusters Score -2.140257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 158551 members 
Entering Unmasked Estep 
Score: -21402586.000000 Penalty: 5947.328125
	Iteration 78Q: 3 clusters Score -2.140259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 158552 members 
Entering Unmasked Estep 
Score: -21402576.000000 Penalty: 5947.328125
	Iteration 79Q: 3 clusters Score -2.140258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 158554 members 
Entering Unmasked Estep 
Score: -21402582.000000 Penalty: 5947.328125
	Iteration 80F: 3 clusters Score -2.140258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 158556 members 
Entering Unmasked Estep 
Score: -21402582.000000 Penalty: 5947.328125
	Iteration 81Q: 3 clusters Score -2.140258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 158557 members 
Entering Unmasked Estep 
Score: -21402584.000000 Penalty: 5947.328125
	Iteration 82Q: 3 clusters Score -2.140258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 158557 members 
Entering Unmasked Estep 
Score: -21402584.000000 Penalty: 5947.328125
	Iteration 83F: 3 clusters Score -2.140258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (101494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101494 members 
Entering Unmasked Estep 
Score: -13533921.000000 Penalty: 2858.883301
	Iteration 0F: 2 clusters Score -1.353392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -13466091.000000 Penalty: 5717.766602
	Iteration 0F: 3 clusters Score -1.346609e+07 nChanged 48140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52545 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -13493628.000000 Penalty: 5717.766602
	Iteration 1F: 3 clusters Score -1.349363e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53731 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -13494599.000000 Penalty: 5717.766602
	Iteration 2Q: 3 clusters Score -1.34946e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -13495793.000000 Penalty: 5717.766602
	Iteration 3Q: 3 clusters Score -1.349579e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57856 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -13497456.000000 Penalty: 5717.766602
	Iteration 4Q: 3 clusters Score -1.349746e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61309 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -13499687.000000 Penalty: 5717.766602
	Iteration 5Q: 3 clusters Score -1.349969e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66001 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -13503003.000000 Penalty: 5717.766602
	Iteration 6F: 3 clusters Score -1.3503e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71906 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -13507562.000000 Penalty: 5717.766602
	Iteration 7F: 3 clusters Score -1.350756e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78709 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -13513154.000000 Penalty: 5717.766602
	Iteration 8F: 3 clusters Score -1.351315e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85579 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -13518966.000000 Penalty: 5717.766602
	Iteration 9F: 3 clusters Score -1.351897e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91526 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -13524110.000000 Penalty: 5717.766602
	Iteration 10F: 3 clusters Score -1.352411e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95709 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -13527495.000000 Penalty: 5717.766602
	Iteration 11Q: 3 clusters Score -1.35275e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98261 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -13529414.000000 Penalty: 5717.766602
	Iteration 12Q: 3 clusters Score -1.352941e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99533 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -13530315.000000 Penalty: 5717.766602
	Iteration 13Q: 3 clusters Score -1.353032e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100145 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -13530782.000000 Penalty: 5717.766602
	Iteration 14Q: 3 clusters Score -1.353078e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100450 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -13531047.000000 Penalty: 5717.766602
	Iteration 15Q: 3 clusters Score -1.353105e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100620 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -13531163.000000 Penalty: 5717.766602
	Iteration 16Q: 3 clusters Score -1.353116e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100738 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -13531253.000000 Penalty: 5717.766602
	Iteration 17Q: 3 clusters Score -1.353125e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100803 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -13531319.000000 Penalty: 5717.766602
	Iteration 18Q: 3 clusters Score -1.353132e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100852 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -13531359.000000 Penalty: 5717.766602
	Iteration 19Q: 3 clusters Score -1.353136e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100877 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -13531404.000000 Penalty: 5717.766602
	Iteration 20F: 3 clusters Score -1.35314e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100893 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -13531409.000000 Penalty: 5717.766602
	Iteration 21Q: 3 clusters Score -1.353141e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100903 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -13531423.000000 Penalty: 5717.766602
	Iteration 22Q: 3 clusters Score -1.353142e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100913 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -13531428.000000 Penalty: 5717.766602
	Iteration 23Q: 3 clusters Score -1.353143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100920 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -13531430.000000 Penalty: 5717.766602
	Iteration 24Q: 3 clusters Score -1.353143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100924 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -13531428.000000 Penalty: 5717.766602
	Iteration 25Q: 3 clusters Score -1.353143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100923 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -13531428.000000 Penalty: 5717.766602
	Iteration 26Q: 3 clusters Score -1.353143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100922 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -13531431.000000 Penalty: 5717.766602
	Iteration 27Q: 3 clusters Score -1.353143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100924 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -13531444.000000 Penalty: 5717.766602
	Iteration 28Q: 3 clusters Score -1.353144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100930 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -13531458.000000 Penalty: 5717.766602
	Iteration 29Q: 3 clusters Score -1.353146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100935 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -13531458.000000 Penalty: 5717.766602
	Iteration 30Q: 3 clusters Score -1.353146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100939 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -13531468.000000 Penalty: 5717.766602
	Iteration 31Q: 3 clusters Score -1.353147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100945 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -13531470.000000 Penalty: 5717.766602
	Iteration 32Q: 3 clusters Score -1.353147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100943 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -13531466.000000 Penalty: 5717.766602
	Iteration 33Q: 3 clusters Score -1.353147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100944 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -13531470.000000 Penalty: 5717.766602
	Iteration 34Q: 3 clusters Score -1.353147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100945 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -13531461.000000 Penalty: 5717.766602
	Iteration 35Q: 3 clusters Score -1.353146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100947 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -13531468.000000 Penalty: 5717.766602
	Iteration 36Q: 3 clusters Score -1.353147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100950 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -13531467.000000 Penalty: 5717.766602
	Iteration 37Q: 3 clusters Score -1.353147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100950 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -13531467.000000 Penalty: 5717.766602
	Iteration 38F: 3 clusters Score -1.353147e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (82646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82646 members 
Entering Unmasked Estep 
Score: -11397172.000000 Penalty: 2807.935791
	Iteration 0F: 2 clusters Score -1.139717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -11341578.000000 Penalty: 5615.871582
	Iteration 0F: 3 clusters Score -1.134158e+07 nChanged 38962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -11363718.000000 Penalty: 5615.871582
	Iteration 1F: 3 clusters Score -1.136372e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -11364369.000000 Penalty: 5615.871582
	Iteration 2Q: 3 clusters Score -1.136437e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -11364997.000000 Penalty: 5615.871582
	Iteration 3Q: 3 clusters Score -1.1365e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -11365935.000000 Penalty: 5615.871582
	Iteration 4Q: 3 clusters Score -1.136594e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -11367064.000000 Penalty: 5615.871582
	Iteration 5Q: 3 clusters Score -1.136706e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 54002 members 
Entering Unmasked Estep 
Score: -11369175.000000 Penalty: 5615.871582
	Iteration 6F: 3 clusters Score -1.136918e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 59586 members 
Entering Unmasked Estep 
Score: -11372950.000000 Penalty: 5615.871582
	Iteration 7F: 3 clusters Score -1.137295e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 66549 members 
Entering Unmasked Estep 
Score: -11378826.000000 Penalty: 5615.871582
	Iteration 8F: 3 clusters Score -1.137883e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 73831 members 
Entering Unmasked Estep 
Score: -11385928.000000 Penalty: 5615.871582
	Iteration 9F: 3 clusters Score -1.138593e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 79135 members 
Entering Unmasked Estep 
Score: -11391230.000000 Penalty: 5615.871582
	Iteration 10F: 3 clusters Score -1.139123e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 81533 members 
Entering Unmasked Estep 
Score: -11393517.000000 Penalty: 5615.871582
	Iteration 11Q: 3 clusters Score -1.139352e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 82245 members 
Entering Unmasked Estep 
Score: -11394252.000000 Penalty: 5615.871582
	Iteration 12Q: 3 clusters Score -1.139425e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 82408 members 
Entering Unmasked Estep 
Score: -11394509.000000 Penalty: 5615.871582
	Iteration 13Q: 3 clusters Score -1.139451e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 82452 members 
Entering Unmasked Estep 
Score: -11394597.000000 Penalty: 5615.871582
	Iteration 14Q: 3 clusters Score -1.13946e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 82470 members 
Entering Unmasked Estep 
Score: -11394646.000000 Penalty: 5615.871582
	Iteration 15Q: 3 clusters Score -1.139465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 82475 members 
Entering Unmasked Estep 
Score: -11394651.000000 Penalty: 5615.871582
	Iteration 16Q: 3 clusters Score -1.139465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 82480 members 
Entering Unmasked Estep 
Score: -11394659.000000 Penalty: 5615.871582
	Iteration 17Q: 3 clusters Score -1.139466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 82483 members 
Entering Unmasked Estep 
Score: -11394678.000000 Penalty: 5615.871582
	Iteration 18Q: 3 clusters Score -1.139468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 82484 members 
Entering Unmasked Estep 
Score: -11394675.000000 Penalty: 5615.871582
	Iteration 19Q: 3 clusters Score -1.139468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 82485 members 
Entering Unmasked Estep 
Score: -11394682.000000 Penalty: 5615.871582
	Iteration 20F: 3 clusters Score -1.139468e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (167429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167429 members 
Entering Unmasked Estep 
Score: -22655052.000000 Penalty: 2983.021973
	Iteration 0F: 2 clusters Score -2.265505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83873 members 
Mstep: Class 2 contains 83556 members 
Entering Unmasked Estep 
Score: -22546884.000000 Penalty: 5966.043945
	Iteration 0F: 3 clusters Score -2.254688e+07 nChanged 79978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85445 members 
Mstep: Class 2 contains 81984 members 
Entering Unmasked Estep 
Score: -22594350.000000 Penalty: 5966.043945
	Iteration 1F: 3 clusters Score -2.259435e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86328 members 
Mstep: Class 2 contains 81101 members 
Entering Unmasked Estep 
Score: -22595620.000000 Penalty: 5966.043945
	Iteration 2Q: 3 clusters Score -2.259562e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87835 members 
Mstep: Class 2 contains 79594 members 
Entering Unmasked Estep 
Score: -22597190.000000 Penalty: 5966.043945
	Iteration 3Q: 3 clusters Score -2.259719e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90134 members 
Mstep: Class 2 contains 77295 members 
Entering Unmasked Estep 
Score: -22599586.000000 Penalty: 5966.043945
	Iteration 4Q: 3 clusters Score -2.259959e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93483 members 
Mstep: Class 2 contains 73946 members 
Entering Unmasked Estep 
Score: -22603156.000000 Penalty: 5966.043945
	Iteration 5Q: 3 clusters Score -2.260316e+07 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97756 members 
Mstep: Class 2 contains 69673 members 
Entering Unmasked Estep 
Score: -22609158.000000 Penalty: 5966.043945
	Iteration 6F: 3 clusters Score -2.260916e+07 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102629 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -22617658.000000 Penalty: 5966.043945
	Iteration 7F: 3 clusters Score -2.261766e+07 nChanged 11169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106596 members 
Mstep: Class 2 contains 60833 members 
Entering Unmasked Estep 
Score: -22626880.000000 Penalty: 5966.043945
	Iteration 8F: 3 clusters Score -2.262688e+07 nChanged 9476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109024 members 
Mstep: Class 2 contains 58405 members 
Entering Unmasked Estep 
Score: -22632582.000000 Penalty: 5966.043945
	Iteration 9F: 3 clusters Score -2.263258e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110656 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -22634824.000000 Penalty: 5966.043945
	Iteration 10Q: 3 clusters Score -2.263482e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112040 members 
Mstep: Class 2 contains 55389 members 
Entering Unmasked Estep 
Score: -22636252.000000 Penalty: 5966.043945
	Iteration 11Q: 3 clusters Score -2.263625e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113352 members 
Mstep: Class 2 contains 54077 members 
Entering Unmasked Estep 
Score: -22637292.000000 Penalty: 5966.043945
	Iteration 12Q: 3 clusters Score -2.263729e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114502 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -22638230.000000 Penalty: 5966.043945
	Iteration 13Q: 3 clusters Score -2.263823e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115572 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -22639086.000000 Penalty: 5966.043945
	Iteration 14Q: 3 clusters Score -2.263909e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116553 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -22639694.000000 Penalty: 5966.043945
	Iteration 15Q: 3 clusters Score -2.263969e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117438 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -22640326.000000 Penalty: 5966.043945
	Iteration 16Q: 3 clusters Score -2.264033e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118309 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
Score: -22641090.000000 Penalty: 5966.043945
	Iteration 17Q: 3 clusters Score -2.264109e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119125 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -22641730.000000 Penalty: 5966.043945
	Iteration 18Q: 3 clusters Score -2.264173e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119896 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -22642306.000000 Penalty: 5966.043945
	Iteration 19Q: 3 clusters Score -2.264231e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120637 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -22642728.000000 Penalty: 5966.043945
	Iteration 20F: 3 clusters Score -2.264273e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121274 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -22643170.000000 Penalty: 5966.043945
	Iteration 21Q: 3 clusters Score -2.264317e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121855 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -22643466.000000 Penalty: 5966.043945
	Iteration 22Q: 3 clusters Score -2.264347e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122490 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -22643734.000000 Penalty: 5966.043945
	Iteration 23Q: 3 clusters Score -2.264373e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123148 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -22643964.000000 Penalty: 5966.043945
	Iteration 24Q: 3 clusters Score -2.264396e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123782 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -22644210.000000 Penalty: 5966.043945
	Iteration 25Q: 3 clusters Score -2.264421e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124362 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -22644340.000000 Penalty: 5966.043945
	Iteration 26Q: 3 clusters Score -2.264434e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124939 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -22644444.000000 Penalty: 5966.043945
	Iteration 27Q: 3 clusters Score -2.264444e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125501 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -22644542.000000 Penalty: 5966.043945
	Iteration 28Q: 3 clusters Score -2.264454e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126052 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -22644704.000000 Penalty: 5966.043945
	Iteration 29Q: 3 clusters Score -2.26447e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126620 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -22644848.000000 Penalty: 5966.043945
	Iteration 30Q: 3 clusters Score -2.264485e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127204 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -22644944.000000 Penalty: 5966.043945
	Iteration 31Q: 3 clusters Score -2.264494e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127753 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -22645012.000000 Penalty: 5966.043945
	Iteration 32Q: 3 clusters Score -2.264501e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128335 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -22645076.000000 Penalty: 5966.043945
	Iteration 33Q: 3 clusters Score -2.264508e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128945 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -22645146.000000 Penalty: 5966.043945
	Iteration 34Q: 3 clusters Score -2.264515e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129577 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -22645322.000000 Penalty: 5966.043945
	Iteration 35Q: 3 clusters Score -2.264532e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130255 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -22645462.000000 Penalty: 5966.043945
	Iteration 36Q: 3 clusters Score -2.264546e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130979 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -22645576.000000 Penalty: 5966.043945
	Iteration 37Q: 3 clusters Score -2.264558e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131717 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -22645746.000000 Penalty: 5966.043945
	Iteration 38Q: 3 clusters Score -2.264575e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132394 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -22645856.000000 Penalty: 5966.043945
	Iteration 39Q: 3 clusters Score -2.264586e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133035 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -22645994.000000 Penalty: 5966.043945
	Iteration 40F: 3 clusters Score -2.264599e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133706 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -22646114.000000 Penalty: 5966.043945
	Iteration 41Q: 3 clusters Score -2.264611e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134402 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -22646154.000000 Penalty: 5966.043945
	Iteration 42Q: 3 clusters Score -2.264615e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135116 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -22646250.000000 Penalty: 5966.043945
	Iteration 43Q: 3 clusters Score -2.264625e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135847 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -22646314.000000 Penalty: 5966.043945
	Iteration 44Q: 3 clusters Score -2.264631e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136574 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -22646456.000000 Penalty: 5966.043945
	Iteration 45Q: 3 clusters Score -2.264646e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137345 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -22646580.000000 Penalty: 5966.043945
	Iteration 46Q: 3 clusters Score -2.264658e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138171 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -22646654.000000 Penalty: 5966.043945
	Iteration 47Q: 3 clusters Score -2.264665e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138999 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -22646880.000000 Penalty: 5966.043945
	Iteration 48Q: 3 clusters Score -2.264688e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139863 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -22647072.000000 Penalty: 5966.043945
	Iteration 49Q: 3 clusters Score -2.264707e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140734 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -22647266.000000 Penalty: 5966.043945
	Iteration 50Q: 3 clusters Score -2.264727e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141651 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -22647452.000000 Penalty: 5966.043945
	Iteration 51Q: 3 clusters Score -2.264745e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142621 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -22647646.000000 Penalty: 5966.043945
	Iteration 52Q: 3 clusters Score -2.264765e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143762 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -22647912.000000 Penalty: 5966.043945
	Iteration 53Q: 3 clusters Score -2.264791e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144944 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -22648138.000000 Penalty: 5966.043945
	Iteration 54Q: 3 clusters Score -2.264814e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146199 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -22648356.000000 Penalty: 5966.043945
	Iteration 55Q: 3 clusters Score -2.264836e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147552 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -22648894.000000 Penalty: 5966.043945
	Iteration 56Q: 3 clusters Score -2.264889e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149149 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -22649238.000000 Penalty: 5966.043945
	Iteration 57Q: 3 clusters Score -2.264924e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150901 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -22649672.000000 Penalty: 5966.043945
	Iteration 58Q: 3 clusters Score -2.264967e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152663 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -22650068.000000 Penalty: 5966.043945
	Iteration 59Q: 3 clusters Score -2.265007e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154459 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -22650498.000000 Penalty: 5966.043945
	Iteration 60F: 3 clusters Score -2.26505e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156236 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -22650980.000000 Penalty: 5966.043945
	Iteration 61Q: 3 clusters Score -2.265098e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158046 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -22651254.000000 Penalty: 5966.043945
	Iteration 62Q: 3 clusters Score -2.265125e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159782 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -22651820.000000 Penalty: 5966.043945
	Iteration 63Q: 3 clusters Score -2.265182e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161334 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -22652054.000000 Penalty: 5966.043945
	Iteration 64Q: 3 clusters Score -2.265205e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162722 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -22652220.000000 Penalty: 5966.043945
	Iteration 65Q: 3 clusters Score -2.265222e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163861 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -22652392.000000 Penalty: 5966.043945
	Iteration 66Q: 3 clusters Score -2.265239e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164757 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -22652482.000000 Penalty: 5966.043945
	Iteration 67Q: 3 clusters Score -2.265248e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165384 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -22652454.000000 Penalty: 5966.043945
	Iteration 68Q: 3 clusters Score -2.265245e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165834 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -22652532.000000 Penalty: 5966.043945
	Iteration 69Q: 3 clusters Score -2.265253e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166128 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -22652590.000000 Penalty: 5966.043945
	Iteration 70Q: 3 clusters Score -2.265259e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166347 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -22652632.000000 Penalty: 5966.043945
	Iteration 71Q: 3 clusters Score -2.265263e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166495 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -22652694.000000 Penalty: 5966.043945
	Iteration 72Q: 3 clusters Score -2.265269e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166577 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -22652684.000000 Penalty: 5966.043945
	Iteration 73Q: 3 clusters Score -2.265268e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166641 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -22652702.000000 Penalty: 5966.043945
	Iteration 74Q: 3 clusters Score -2.26527e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166696 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -22652714.000000 Penalty: 5966.043945
	Iteration 75Q: 3 clusters Score -2.265271e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166734 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -22652728.000000 Penalty: 5966.043945
	Iteration 76Q: 3 clusters Score -2.265273e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166760 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -22652728.000000 Penalty: 5966.043945
	Iteration 77Q: 3 clusters Score -2.265273e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166776 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -22652734.000000 Penalty: 5966.043945
	Iteration 78Q: 3 clusters Score -2.265273e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166801 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -22652724.000000 Penalty: 5966.043945
	Iteration 79Q: 3 clusters Score -2.265272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166812 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -22652730.000000 Penalty: 5966.043945
	Iteration 80F: 3 clusters Score -2.265273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166827 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -22652712.000000 Penalty: 5966.043945
	Iteration 81Q: 3 clusters Score -2.265271e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166838 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -22652718.000000 Penalty: 5966.043945
	Iteration 82Q: 3 clusters Score -2.265272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166848 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -22652718.000000 Penalty: 5966.043945
	Iteration 83Q: 3 clusters Score -2.265272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166856 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -22652726.000000 Penalty: 5966.043945
	Iteration 84Q: 3 clusters Score -2.265273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166863 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -22652734.000000 Penalty: 5966.043945
	Iteration 85Q: 3 clusters Score -2.265273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166868 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -22652730.000000 Penalty: 5966.043945
	Iteration 86Q: 3 clusters Score -2.265273e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166872 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -22652738.000000 Penalty: 5966.043945
	Iteration 87Q: 3 clusters Score -2.265274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166873 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -22652730.000000 Penalty: 5966.043945
	Iteration 88Q: 3 clusters Score -2.265273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166874 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -22652730.000000 Penalty: 5966.043945
	Iteration 89Q: 3 clusters Score -2.265273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166879 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -22652728.000000 Penalty: 5966.043945
	Iteration 90Q: 3 clusters Score -2.265273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166884 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -22652740.000000 Penalty: 5966.043945
	Iteration 91Q: 3 clusters Score -2.265274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166887 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -22652734.000000 Penalty: 5966.043945
	Iteration 92Q: 3 clusters Score -2.265273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166889 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -22652738.000000 Penalty: 5966.043945
	Iteration 93Q: 3 clusters Score -2.265274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166891 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -22652742.000000 Penalty: 5966.043945
	Iteration 94Q: 3 clusters Score -2.265274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166894 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -22652740.000000 Penalty: 5966.043945
	Iteration 95Q: 3 clusters Score -2.265274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166895 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -22652732.000000 Penalty: 5966.043945
	Iteration 96Q: 3 clusters Score -2.265273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166895 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -22652732.000000 Penalty: 5966.043945
	Iteration 97F: 3 clusters Score -2.265273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Entering Unmasked Estep 
Score: -814097.000000 Penalty: 2158.304932
	Iteration 0F: 2 clusters Score -814097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -809007.562500 Penalty: 4316.609863
	Iteration 0F: 3 clusters Score -809007.6 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -810199.500000 Penalty: 4316.609863
	Iteration 1F: 3 clusters Score -810199.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -810418.750000 Penalty: 4316.609863
	Iteration 2F: 3 clusters Score -810418.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -810542.125000 Penalty: 4316.609863
	Iteration 3Q: 3 clusters Score -810542.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -810644.750000 Penalty: 4316.609863
	Iteration 4Q: 3 clusters Score -810644.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -810712.750000 Penalty: 4316.609863
	Iteration 5Q: 3 clusters Score -810712.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -810767.750000 Penalty: 4316.609863
	Iteration 6Q: 3 clusters Score -810767.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -810811.125000 Penalty: 4316.609863
	Iteration 7Q: 3 clusters Score -810811.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -810839.187500 Penalty: 4316.609863
	Iteration 8Q: 3 clusters Score -810839.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -810860.625000 Penalty: 4316.609863
	Iteration 9Q: 3 clusters Score -810860.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -810882.250000 Penalty: 4316.609863
	Iteration 10Q: 3 clusters Score -810882.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -810897.375000 Penalty: 4316.609863
	Iteration 11Q: 3 clusters Score -810897.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -810909.312500 Penalty: 4316.609863
	Iteration 12Q: 3 clusters Score -810909.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -810918.687500 Penalty: 4316.609863
	Iteration 13Q: 3 clusters Score -810918.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -810929.125000 Penalty: 4316.609863
	Iteration 14Q: 3 clusters Score -810929.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -810938.437500 Penalty: 4316.609863
	Iteration 15Q: 3 clusters Score -810938.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -810951.125000 Penalty: 4316.609863
	Iteration 16Q: 3 clusters Score -810951.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -810969.500000 Penalty: 4316.609863
	Iteration 17Q: 3 clusters Score -810969.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -810979.812500 Penalty: 4316.609863
	Iteration 18Q: 3 clusters Score -810979.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -810990.562500 Penalty: 4316.609863
	Iteration 19Q: 3 clusters Score -810990.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -810998.625000 Penalty: 4316.609863
	Iteration 20F: 3 clusters Score -810998.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -811007.625000 Penalty: 4316.609863
	Iteration 21Q: 3 clusters Score -811007.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -811019.062500 Penalty: 4316.609863
	Iteration 22Q: 3 clusters Score -811019.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -811028.375000 Penalty: 4316.609863
	Iteration 23Q: 3 clusters Score -811028.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -811034.625000 Penalty: 4316.609863
	Iteration 24Q: 3 clusters Score -811034.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -811038.187500 Penalty: 4316.609863
	Iteration 25Q: 3 clusters Score -811038.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -811045.187500 Penalty: 4316.609863
	Iteration 26Q: 3 clusters Score -811045.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -811051.437500 Penalty: 4316.609863
	Iteration 27Q: 3 clusters Score -811051.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -811057.812500 Penalty: 4316.609863
	Iteration 28Q: 3 clusters Score -811057.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -811064.625000 Penalty: 4316.609863
	Iteration 29Q: 3 clusters Score -811064.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -811071.062500 Penalty: 4316.609863
	Iteration 30Q: 3 clusters Score -811071.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -811078.375000 Penalty: 4316.609863
	Iteration 31Q: 3 clusters Score -811078.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -811082.312500 Penalty: 4316.609863
	Iteration 32Q: 3 clusters Score -811082.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -811089.250000 Penalty: 4316.609863
	Iteration 33Q: 3 clusters Score -811089.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -811097.000000 Penalty: 4316.609863
	Iteration 34Q: 3 clusters Score -811097 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -811103.312500 Penalty: 4316.609863
	Iteration 35Q: 3 clusters Score -811103.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -811108.125000 Penalty: 4316.609863
	Iteration 36Q: 3 clusters Score -811108.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -811113.500000 Penalty: 4316.609863
	Iteration 37Q: 3 clusters Score -811113.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -811117.437500 Penalty: 4316.609863
	Iteration 38Q: 3 clusters Score -811117.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -811124.937500 Penalty: 4316.609863
	Iteration 39Q: 3 clusters Score -811124.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -811132.062500 Penalty: 4316.609863
	Iteration 40F: 3 clusters Score -811132.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -811136.625000 Penalty: 4316.609863
	Iteration 41Q: 3 clusters Score -811136.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -811145.250000 Penalty: 4316.609863
	Iteration 42Q: 3 clusters Score -811145.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -811153.500000 Penalty: 4316.609863
	Iteration 43Q: 3 clusters Score -811153.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -811165.062500 Penalty: 4316.609863
	Iteration 44Q: 3 clusters Score -811165.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -811178.687500 Penalty: 4316.609863
	Iteration 45Q: 3 clusters Score -811178.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -811195.250000 Penalty: 4316.609863
	Iteration 46Q: 3 clusters Score -811195.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -811209.500000 Penalty: 4316.609863
	Iteration 47Q: 3 clusters Score -811209.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -811226.000000 Penalty: 4316.609863
	Iteration 48Q: 3 clusters Score -811226 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -811243.187500 Penalty: 4316.609863
	Iteration 49Q: 3 clusters Score -811243.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -811257.812500 Penalty: 4316.609863
	Iteration 50Q: 3 clusters Score -811257.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -811264.687500 Penalty: 4316.609863
	Iteration 51Q: 3 clusters Score -811264.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -811278.187500 Penalty: 4316.609863
	Iteration 52Q: 3 clusters Score -811278.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -811296.500000 Penalty: 4316.609863
	Iteration 53Q: 3 clusters Score -811296.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -811316.187500 Penalty: 4316.609863
	Iteration 54Q: 3 clusters Score -811316.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -811341.625000 Penalty: 4316.609863
	Iteration 55Q: 3 clusters Score -811341.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -811374.062500 Penalty: 4316.609863
	Iteration 56Q: 3 clusters Score -811374.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -811414.937500 Penalty: 4316.609863
	Iteration 57Q: 3 clusters Score -811414.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -811448.125000 Penalty: 4316.609863
	Iteration 58Q: 3 clusters Score -811448.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -811495.812500 Penalty: 4316.609863
	Iteration 59Q: 3 clusters Score -811495.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -811542.500000 Penalty: 4316.609863
	Iteration 60F: 3 clusters Score -811542.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -811592.125000 Penalty: 4316.609863
	Iteration 61Q: 3 clusters Score -811592.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -811630.812500 Penalty: 4316.609863
	Iteration 62Q: 3 clusters Score -811630.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -811687.312500 Penalty: 4316.609863
	Iteration 63Q: 3 clusters Score -811687.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -811724.375000 Penalty: 4316.609863
	Iteration 64Q: 3 clusters Score -811724.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -811768.375000 Penalty: 4316.609863
	Iteration 65Q: 3 clusters Score -811768.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -811799.375000 Penalty: 4316.609863
	Iteration 66Q: 3 clusters Score -811799.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -811822.375000 Penalty: 4316.609863
	Iteration 67Q: 3 clusters Score -811822.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -811858.500000 Penalty: 4316.609863
	Iteration 68Q: 3 clusters Score -811858.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -811897.687500 Penalty: 4316.609863
	Iteration 69Q: 3 clusters Score -811897.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -811939.687500 Penalty: 4316.609863
	Iteration 70Q: 3 clusters Score -811939.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -811976.500000 Penalty: 4316.609863
	Iteration 71Q: 3 clusters Score -811976.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -812000.500000 Penalty: 4316.609863
	Iteration 72Q: 3 clusters Score -812000.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -812023.437500 Penalty: 4316.609863
	Iteration 73Q: 3 clusters Score -812023.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -812039.937500 Penalty: 4316.609863
	Iteration 74Q: 3 clusters Score -812039.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -812055.625000 Penalty: 4316.609863
	Iteration 75Q: 3 clusters Score -812055.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -812072.125000 Penalty: 4316.609863
	Iteration 76Q: 3 clusters Score -812072.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -812088.312500 Penalty: 4316.609863
	Iteration 77Q: 3 clusters Score -812088.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -812108.312500 Penalty: 4316.609863
	Iteration 78Q: 3 clusters Score -812108.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -812125.812500 Penalty: 4316.609863
	Iteration 79Q: 3 clusters Score -812125.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -812142.937500 Penalty: 4316.609863
	Iteration 80F: 3 clusters Score -812142.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -812152.500000 Penalty: 4316.609863
	Iteration 81Q: 3 clusters Score -812152.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -812158.750000 Penalty: 4316.609863
	Iteration 82Q: 3 clusters Score -812158.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -812158.250000 Penalty: 4316.609863
	Iteration 83Q: 3 clusters Score -812158.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -812158.250000 Penalty: 4316.609863
	Iteration 84F: 3 clusters Score -812158.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -65038.441406 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -65038.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -63463.304688 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -63463.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63693.718750 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -63693.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63867.257812 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -63867.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -64008.320312 Penalty: 3118.777832
	Iteration 3Q: 3 clusters Score -64008.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -64141.695312 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -64141.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -64306.765625 Penalty: 3118.777832
	Iteration 5F: 3 clusters Score -64306.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -64448.664062 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -64448.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -64541.128906 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -64541.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -64601.710938 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -64601.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -64643.761719 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -64643.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -64710.937500 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -64710.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -64756.773438 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -64756.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -64797.132812 Penalty: 3118.777832
	Iteration 12Q: 3 clusters Score -64797.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -64859.617188 Penalty: 3118.777832
	Iteration 13Q: 3 clusters Score -64859.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -64897.468750 Penalty: 3118.777832
	Iteration 14Q: 3 clusters Score -64897.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -64943.875000 Penalty: 3118.777832
	Iteration 15Q: 3 clusters Score -64943.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -64951.753906 Penalty: 3118.777832
	Iteration 16Q: 3 clusters Score -64951.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -64955.160156 Penalty: 3118.777832
	Iteration 17Q: 3 clusters Score -64955.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -64955.160156 Penalty: 3118.777832
	Iteration 18F: 3 clusters Score -64955.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -43356.593750 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -43356.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42013.261719 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -42013.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42135.589844 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -42135.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42173.675781 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -42173.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42187.421875 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -42187.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42193.121094 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -42193.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42193.121094 Penalty: 2918.127930
	Iteration 5F: 3 clusters Score -42193.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 162208 members 
Mstep: Class 4 contains 75447 members 
Mstep: Class 5 contains 163951 members 
Mstep: Class 6 contains 85586 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 6372 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 159300 members 
Mstep: Class 11 contains 164552 members 
Mstep: Class 12 contains 25984 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6225 members 
Mstep: Class 18 contains 161229 members 
Mstep: Class 19 contains 101494 members 
Mstep: Class 20 contains 82646 members 
Mstep: Class 21 contains 167429 members 
Mstep: Class 22 contains 6020 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435680.000000 Penalty: 84149.148438
Iteration 199Q: 25 clusters Score -1.804357e+08 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3886 members 
Mstep: Class 3 contains 162236 members 
Mstep: Class 4 contains 75416 members 
Mstep: Class 5 contains 163895 members 
Mstep: Class 6 contains 85602 members 
Mstep: Class 7 contains 2904 members 
Mstep: Class 8 contains 6374 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 159439 members 
Mstep: Class 11 contains 164592 members 
Mstep: Class 12 contains 25970 members 
Mstep: Class 13 contains 381 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6229 members 
Mstep: Class 18 contains 161266 members 
Mstep: Class 19 contains 102107 members 
Mstep: Class 20 contains 81729 members 
Mstep: Class 21 contains 167555 members 
Mstep: Class 22 contains 6033 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435632.000000 Penalty: 84149.148438
Iteration 200F: 25 clusters Score -1.804356e+08 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3887 members 
Mstep: Class 3 contains 162249 members 
Mstep: Class 4 contains 75414 members 
Mstep: Class 5 contains 163857 members 
Mstep: Class 6 contains 85623 members 
Mstep: Class 7 contains 2901 members 
Mstep: Class 8 contains 6374 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 159584 members 
Mstep: Class 11 contains 164619 members 
Mstep: Class 12 contains 25939 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6239 members 
Mstep: Class 18 contains 161322 members 
Mstep: Class 19 contains 102761 members 
Mstep: Class 20 contains 80838 members 
Mstep: Class 21 contains 167580 members 
Mstep: Class 22 contains 6048 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180434976.000000 Penalty: 84149.148438
Iteration 201Q: 25 clusters Score -1.80435e+08 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3888 members 
Mstep: Class 3 contains 162266 members 
Mstep: Class 4 contains 75365 members 
Mstep: Class 5 contains 163812 members 
Mstep: Class 6 contains 85661 members 
Mstep: Class 7 contains 2899 members 
Mstep: Class 8 contains 6377 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 159798 members 
Mstep: Class 11 contains 164657 members 
Mstep: Class 12 contains 25909 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6231 members 
Mstep: Class 18 contains 161350 members 
Mstep: Class 19 contains 103411 members 
Mstep: Class 20 contains 79934 members 
Mstep: Class 21 contains 167616 members 
Mstep: Class 22 contains 6059 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180434480.000000 Penalty: 84149.148438
Iteration 202Q: 25 clusters Score -1.804345e+08 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3891 members 
Mstep: Class 3 contains 162288 members 
Mstep: Class 4 contains 75308 members 
Mstep: Class 5 contains 163771 members 
Mstep: Class 6 contains 85706 members 
Mstep: Class 7 contains 2900 members 
Mstep: Class 8 contains 6377 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 160005 members 
Mstep: Class 11 contains 164722 members 
Mstep: Class 12 contains 25879 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6200 members 
Mstep: Class 18 contains 161296 members 
Mstep: Class 19 contains 104044 members 
Mstep: Class 20 contains 79082 members 
Mstep: Class 21 contains 167689 members 
Mstep: Class 22 contains 6076 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180434096.000000 Penalty: 84149.148438
Iteration 203Q: 25 clusters Score -1.804341e+08 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3897 members 
Mstep: Class 3 contains 162318 members 
Mstep: Class 4 contains 75286 members 
Mstep: Class 5 contains 163723 members 
Mstep: Class 6 contains 85752 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 6377 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 160209 members 
Mstep: Class 11 contains 164777 members 
Mstep: Class 12 contains 25861 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6160 members 
Mstep: Class 18 contains 161270 members 
Mstep: Class 19 contains 104643 members 
Mstep: Class 20 contains 78154 members 
Mstep: Class 21 contains 167834 members 
Mstep: Class 22 contains 6072 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180433952.000000 Penalty: 84149.148438
Iteration 204Q: 25 clusters Score -1.80434e+08 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3899 members 
Mstep: Class 3 contains 162344 members 
Mstep: Class 4 contains 75291 members 
Mstep: Class 5 contains 163691 members 
Mstep: Class 6 contains 85798 members 
Mstep: Class 7 contains 2901 members 
Mstep: Class 8 contains 6378 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 160375 members 
Mstep: Class 11 contains 164823 members 
Mstep: Class 12 contains 25841 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 954 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6136 members 
Mstep: Class 18 contains 161294 members 
Mstep: Class 19 contains 105212 members 
Mstep: Class 20 contains 77237 members 
Mstep: Class 21 contains 167938 members 
Mstep: Class 22 contains 6077 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180433680.000000 Penalty: 84149.148438
Iteration 205Q: 25 clusters Score -1.804337e+08 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3899 members 
Mstep: Class 3 contains 162358 members 
Mstep: Class 4 contains 75278 members 
Mstep: Class 5 contains 163669 members 
Mstep: Class 6 contains 85834 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 6380 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 160528 members 
Mstep: Class 11 contains 164909 members 
Mstep: Class 12 contains 25817 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 956 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6108 members 
Mstep: Class 18 contains 161321 members 
Mstep: Class 19 contains 105950 members 
Mstep: Class 20 contains 76298 members 
Mstep: Class 21 contains 167894 members 
Mstep: Class 22 contains 6090 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180433440.000000 Penalty: 84149.148438
Iteration 206Q: 25 clusters Score -1.804334e+08 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3901 members 
Mstep: Class 3 contains 162413 members 
Mstep: Class 4 contains 75251 members 
Mstep: Class 5 contains 163639 members 
Mstep: Class 6 contains 85872 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 6381 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 160633 members 
Mstep: Class 11 contains 164957 members 
Mstep: Class 12 contains 25782 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6083 members 
Mstep: Class 18 contains 161352 members 
Mstep: Class 19 contains 106749 members 
Mstep: Class 20 contains 75349 members 
Mstep: Class 21 contains 167871 members 
Mstep: Class 22 contains 6101 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180433696.000000 Penalty: 84149.148438
Iteration 207Q: 25 clusters Score -1.804337e+08 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3903 members 
Mstep: Class 3 contains 162427 members 
Mstep: Class 4 contains 75248 members 
Mstep: Class 5 contains 163596 members 
Mstep: Class 6 contains 85911 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 6382 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 160678 members 
Mstep: Class 11 contains 164979 members 
Mstep: Class 12 contains 25756 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6067 members 
Mstep: Class 18 contains 161356 members 
Mstep: Class 19 contains 107523 members 
Mstep: Class 20 contains 74437 members 
Mstep: Class 21 contains 167952 members 
Mstep: Class 22 contains 6119 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180433824.000000 Penalty: 84149.148438
Iteration 208Q: 25 clusters Score -1.804338e+08 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3906 members 
Mstep: Class 3 contains 162392 members 
Mstep: Class 4 contains 75262 members 
Mstep: Class 5 contains 163580 members 
Mstep: Class 6 contains 85971 members 
Mstep: Class 7 contains 2903 members 
Mstep: Class 8 contains 6383 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 160726 members 
Mstep: Class 11 contains 165019 members 
Mstep: Class 12 contains 25730 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6054 members 
Mstep: Class 18 contains 161354 members 
Mstep: Class 19 contains 108314 members 
Mstep: Class 20 contains 73557 members 
Mstep: Class 21 contains 167960 members 
Mstep: Class 22 contains 6125 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180433360.000000 Penalty: 84149.148438
Iteration 209Q: 25 clusters Score -1.804334e+08 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3915 members 
Mstep: Class 3 contains 162382 members 
Mstep: Class 4 contains 75271 members 
Mstep: Class 5 contains 163563 members 
Mstep: Class 6 contains 85995 members 
Mstep: Class 7 contains 2901 members 
Mstep: Class 8 contains 6385 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 160788 members 
Mstep: Class 11 contains 165096 members 
Mstep: Class 12 contains 25704 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 956 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6042 members 
Mstep: Class 18 contains 161364 members 
Mstep: Class 19 contains 109122 members 
Mstep: Class 20 contains 72648 members 
Mstep: Class 21 contains 167926 members 
Mstep: Class 22 contains 6133 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180433216.000000 Penalty: 84149.148438
Iteration 210Q: 25 clusters Score -1.804332e+08 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 162376 members 
Mstep: Class 4 contains 75280 members 
Mstep: Class 5 contains 163557 members 
Mstep: Class 6 contains 86034 members 
Mstep: Class 7 contains 2897 members 
Mstep: Class 8 contains 6388 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 160935 members 
Mstep: Class 11 contains 165144 members 
Mstep: Class 12 contains 25665 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 957 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6031 members 
Mstep: Class 18 contains 161386 members 
Mstep: Class 19 contains 109912 members 
Mstep: Class 20 contains 71758 members 
Mstep: Class 21 contains 167810 members 
Mstep: Class 22 contains 6143 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180433408.000000 Penalty: 84149.148438
Iteration 211Q: 25 clusters Score -1.804334e+08 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3920 members 
Mstep: Class 3 contains 162360 members 
Mstep: Class 4 contains 75281 members 
Mstep: Class 5 contains 163550 members 
Mstep: Class 6 contains 86092 members 
Mstep: Class 7 contains 2897 members 
Mstep: Class 8 contains 6392 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 161078 members 
Mstep: Class 11 contains 165218 members 
Mstep: Class 12 contains 25630 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 957 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6037 members 
Mstep: Class 18 contains 161373 members 
Mstep: Class 19 contains 110688 members 
Mstep: Class 20 contains 70879 members 
Mstep: Class 21 contains 167689 members 
Mstep: Class 22 contains 6151 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180434000.000000 Penalty: 84149.148438
Iteration 212Q: 25 clusters Score -1.80434e+08 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3920 members 
Mstep: Class 3 contains 162342 members 
Mstep: Class 4 contains 75285 members 
Mstep: Class 5 contains 163569 members 
Mstep: Class 6 contains 86120 members 
Mstep: Class 7 contains 2899 members 
Mstep: Class 8 contains 6395 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 161203 members 
Mstep: Class 11 contains 165324 members 
Mstep: Class 12 contains 25600 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6027 members 
Mstep: Class 18 contains 161407 members 
Mstep: Class 19 contains 111482 members 
Mstep: Class 20 contains 69987 members 
Mstep: Class 21 contains 167502 members 
Mstep: Class 22 contains 6171 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180433712.000000 Penalty: 84149.148438
Iteration 213Q: 25 clusters Score -1.804337e+08 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3917 members 
Mstep: Class 3 contains 162341 members 
Mstep: Class 4 contains 75282 members 
Mstep: Class 5 contains 163594 members 
Mstep: Class 6 contains 86157 members 
Mstep: Class 7 contains 2901 members 
Mstep: Class 8 contains 6398 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 161333 members 
Mstep: Class 11 contains 165473 members 
Mstep: Class 12 contains 25575 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6002 members 
Mstep: Class 18 contains 161437 members 
Mstep: Class 19 contains 112243 members 
Mstep: Class 20 contains 69158 members 
Mstep: Class 21 contains 167228 members 
Mstep: Class 22 contains 6191 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180434240.000000 Penalty: 84149.148438
Iteration 214Q: 25 clusters Score -1.804342e+08 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3916 members 
Mstep: Class 3 contains 162338 members 
Mstep: Class 4 contains 75290 members 
Mstep: Class 5 contains 163593 members 
Mstep: Class 6 contains 86194 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 6403 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 161443 members 
Mstep: Class 11 contains 165622 members 
Mstep: Class 12 contains 25551 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5994 members 
Mstep: Class 18 contains 161444 members 
Mstep: Class 19 contains 112993 members 
Mstep: Class 20 contains 68326 members 
Mstep: Class 21 contains 167015 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180434784.000000 Penalty: 84149.148438
Iteration 215Q: 25 clusters Score -1.804348e+08 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 162343 members 
Mstep: Class 4 contains 75290 members 
Mstep: Class 5 contains 163590 members 
Mstep: Class 6 contains 86210 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 6408 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 161582 members 
Mstep: Class 11 contains 165807 members 
Mstep: Class 12 contains 25522 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5982 members 
Mstep: Class 18 contains 161435 members 
Mstep: Class 19 contains 113686 members 
Mstep: Class 20 contains 67490 members 
Mstep: Class 21 contains 166828 members 
Mstep: Class 22 contains 6232 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180434928.000000 Penalty: 84149.148438
Iteration 216Q: 25 clusters Score -1.804349e+08 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3920 members 
Mstep: Class 3 contains 162302 members 
Mstep: Class 4 contains 75245 members 
Mstep: Class 5 contains 163584 members 
Mstep: Class 6 contains 86204 members 
Mstep: Class 7 contains 2903 members 
Mstep: Class 8 contains 6413 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 161709 members 
Mstep: Class 11 contains 165964 members 
Mstep: Class 12 contains 25494 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5981 members 
Mstep: Class 18 contains 161425 members 
Mstep: Class 19 contains 114400 members 
Mstep: Class 20 contains 66793 members 
Mstep: Class 21 contains 166639 members 
Mstep: Class 22 contains 6248 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435008.000000 Penalty: 84149.148438
Iteration 217Q: 25 clusters Score -1.80435e+08 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3920 members 
Mstep: Class 3 contains 162216 members 
Mstep: Class 4 contains 75223 members 
Mstep: Class 5 contains 163516 members 
Mstep: Class 6 contains 86215 members 
Mstep: Class 7 contains 2901 members 
Mstep: Class 8 contains 6417 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 161874 members 
Mstep: Class 11 contains 166096 members 
Mstep: Class 12 contains 25451 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 965 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5979 members 
Mstep: Class 18 contains 161373 members 
Mstep: Class 19 contains 115056 members 
Mstep: Class 20 contains 66179 members 
Mstep: Class 21 contains 166553 members 
Mstep: Class 22 contains 6251 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180434720.000000 Penalty: 84149.148438
Iteration 218Q: 25 clusters Score -1.804347e+08 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 162094 members 
Mstep: Class 4 contains 75201 members 
Mstep: Class 5 contains 163485 members 
Mstep: Class 6 contains 86220 members 
Mstep: Class 7 contains 2901 members 
Mstep: Class 8 contains 6423 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 162004 members 
Mstep: Class 11 contains 166227 members 
Mstep: Class 12 contains 25428 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 965 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5969 members 
Mstep: Class 18 contains 161313 members 
Mstep: Class 19 contains 115734 members 
Mstep: Class 20 contains 65560 members 
Mstep: Class 21 contains 166483 members 
Mstep: Class 22 contains 6259 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435536.000000 Penalty: 84149.148438
Iteration 219Q: 25 clusters Score -1.804355e+08 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3920 members 
Mstep: Class 3 contains 161942 members 
Mstep: Class 4 contains 75150 members 
Mstep: Class 5 contains 163424 members 
Mstep: Class 6 contains 86245 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 6429 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 162040 members 
Mstep: Class 11 contains 166405 members 
Mstep: Class 12 contains 25420 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 968 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5973 members 
Mstep: Class 18 contains 161237 members 
Mstep: Class 19 contains 116484 members 
Mstep: Class 20 contains 64952 members 
Mstep: Class 21 contains 166434 members 
Mstep: Class 22 contains 6260 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435744.000000 Penalty: 84149.148438
Iteration 220F: 25 clusters Score -1.804357e+08 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3921 members 
Mstep: Class 3 contains 161791 members 
Mstep: Class 4 contains 75108 members 
Mstep: Class 5 contains 163345 members 
Mstep: Class 6 contains 86266 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 6440 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 162054 members 
Mstep: Class 11 contains 166588 members 
Mstep: Class 12 contains 25409 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5974 members 
Mstep: Class 18 contains 161166 members 
Mstep: Class 19 contains 117307 members 
Mstep: Class 20 contains 64395 members 
Mstep: Class 21 contains 166282 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435952.000000 Penalty: 84149.148438
Iteration 221Q: 25 clusters Score -1.80436e+08 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3920 members 
Mstep: Class 3 contains 161679 members 
Mstep: Class 4 contains 75060 members 
Mstep: Class 5 contains 163257 members 
Mstep: Class 6 contains 86281 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 6451 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 162066 members 
Mstep: Class 11 contains 166780 members 
Mstep: Class 12 contains 25389 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 971 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5975 members 
Mstep: Class 18 contains 161097 members 
Mstep: Class 19 contains 118167 members 
Mstep: Class 20 contains 63834 members 
Mstep: Class 21 contains 166093 members 
Mstep: Class 22 contains 6261 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435936.000000 Penalty: 84149.148438
Iteration 222Q: 25 clusters Score -1.804359e+08 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3918 members 
Mstep: Class 3 contains 161608 members 
Mstep: Class 4 contains 74987 members 
Mstep: Class 5 contains 163204 members 
Mstep: Class 6 contains 86294 members 
Mstep: Class 7 contains 2903 members 
Mstep: Class 8 contains 6460 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 162004 members 
Mstep: Class 11 contains 166906 members 
Mstep: Class 12 contains 25381 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5976 members 
Mstep: Class 18 contains 160997 members 
Mstep: Class 19 contains 119133 members 
Mstep: Class 20 contains 63287 members 
Mstep: Class 21 contains 165893 members 
Mstep: Class 22 contains 6257 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436112.000000 Penalty: 84149.148438
Iteration 223Q: 25 clusters Score -1.804361e+08 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3919 members 
Mstep: Class 3 contains 161562 members 
Mstep: Class 4 contains 74916 members 
Mstep: Class 5 contains 163158 members 
Mstep: Class 6 contains 86319 members 
Mstep: Class 7 contains 2903 members 
Mstep: Class 8 contains 6465 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 161972 members 
Mstep: Class 11 contains 166983 members 
Mstep: Class 12 contains 25351 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5957 members 
Mstep: Class 18 contains 160925 members 
Mstep: Class 19 contains 120106 members 
Mstep: Class 20 contains 62732 members 
Mstep: Class 21 contains 165693 members 
Mstep: Class 22 contains 6248 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180435856.000000 Penalty: 84149.148438
Iteration 224Q: 25 clusters Score -1.804359e+08 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3925 members 
Mstep: Class 3 contains 161485 members 
Mstep: Class 4 contains 74847 members 
Mstep: Class 5 contains 163105 members 
Mstep: Class 6 contains 86328 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 6476 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 161942 members 
Mstep: Class 11 contains 167029 members 
Mstep: Class 12 contains 25331 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 972 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5941 members 
Mstep: Class 18 contains 160849 members 
Mstep: Class 19 contains 121148 members 
Mstep: Class 20 contains 62152 members 
Mstep: Class 21 contains 165506 members 
Mstep: Class 22 contains 6244 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436528.000000 Penalty: 84149.148438
Iteration 225Q: 25 clusters Score -1.804365e+08 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3926 members 
Mstep: Class 3 contains 161432 members 
Mstep: Class 4 contains 74786 members 
Mstep: Class 5 contains 163091 members 
Mstep: Class 6 contains 86376 members 
Mstep: Class 7 contains 2903 members 
Mstep: Class 8 contains 6482 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 161886 members 
Mstep: Class 11 contains 167105 members 
Mstep: Class 12 contains 25305 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 972 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5919 members 
Mstep: Class 18 contains 160766 members 
Mstep: Class 19 contains 122210 members 
Mstep: Class 20 contains 61558 members 
Mstep: Class 21 contains 165225 members 
Mstep: Class 22 contains 6240 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436576.000000 Penalty: 84149.148438
Iteration 226Q: 25 clusters Score -1.804366e+08 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3928 members 
Mstep: Class 3 contains 161357 members 
Mstep: Class 4 contains 74714 members 
Mstep: Class 5 contains 163053 members 
Mstep: Class 6 contains 86424 members 
Mstep: Class 7 contains 2904 members 
Mstep: Class 8 contains 6488 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 161813 members 
Mstep: Class 11 contains 167151 members 
Mstep: Class 12 contains 25299 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5899 members 
Mstep: Class 18 contains 160738 members 
Mstep: Class 19 contains 123337 members 
Mstep: Class 20 contains 60921 members 
Mstep: Class 21 contains 164947 members 
Mstep: Class 22 contains 6239 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180436992.000000 Penalty: 84149.148438
Iteration 227Q: 25 clusters Score -1.80437e+08 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3927 members 
Mstep: Class 3 contains 161278 members 
Mstep: Class 4 contains 74651 members 
Mstep: Class 5 contains 162967 members 
Mstep: Class 6 contains 86486 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 6493 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 161711 members 
Mstep: Class 11 contains 167207 members 
Mstep: Class 12 contains 25287 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5877 members 
Mstep: Class 18 contains 160712 members 
Mstep: Class 19 contains 124490 members 
Mstep: Class 20 contains 60327 members 
Mstep: Class 21 contains 164667 members 
Mstep: Class 22 contains 6231 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180437568.000000 Penalty: 84149.148438
Iteration 228Q: 25 clusters Score -1.804376e+08 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3927 members 
Mstep: Class 3 contains 161190 members 
Mstep: Class 4 contains 74574 members 
Mstep: Class 5 contains 162873 members 
Mstep: Class 6 contains 86508 members 
Mstep: Class 7 contains 2901 members 
Mstep: Class 8 contains 6501 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 161608 members 
Mstep: Class 11 contains 167265 members 
Mstep: Class 12 contains 25271 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 160667 members 
Mstep: Class 19 contains 125642 members 
Mstep: Class 20 contains 59754 members 
Mstep: Class 21 contains 164461 members 
Mstep: Class 22 contains 6231 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180438752.000000 Penalty: 84149.148438
Iteration 229Q: 25 clusters Score -1.804388e+08 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3929 members 
Mstep: Class 3 contains 161116 members 
Mstep: Class 4 contains 74487 members 
Mstep: Class 5 contains 162793 members 
Mstep: Class 6 contains 86533 members 
Mstep: Class 7 contains 2901 members 
Mstep: Class 8 contains 6508 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 161427 members 
Mstep: Class 11 contains 167275 members 
Mstep: Class 12 contains 25247 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 968 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5790 members 
Mstep: Class 18 contains 160630 members 
Mstep: Class 19 contains 126818 members 
Mstep: Class 20 contains 59175 members 
Mstep: Class 21 contains 164359 members 
Mstep: Class 22 contains 6227 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439312.000000 Penalty: 84149.148438
Iteration 230Q: 25 clusters Score -1.804393e+08 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3929 members 
Mstep: Class 3 contains 161047 members 
Mstep: Class 4 contains 74387 members 
Mstep: Class 5 contains 162735 members 
Mstep: Class 6 contains 86572 members 
Mstep: Class 7 contains 2903 members 
Mstep: Class 8 contains 6514 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 161265 members 
Mstep: Class 11 contains 167285 members 
Mstep: Class 12 contains 25206 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5758 members 
Mstep: Class 18 contains 160598 members 
Mstep: Class 19 contains 127994 members 
Mstep: Class 20 contains 58575 members 
Mstep: Class 21 contains 164232 members 
Mstep: Class 22 contains 6215 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180439504.000000 Penalty: 84149.148438
Iteration 231Q: 25 clusters Score -1.804395e+08 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3929 members 
Mstep: Class 3 contains 160965 members 
Mstep: Class 4 contains 74307 members 
Mstep: Class 5 contains 162627 members 
Mstep: Class 6 contains 86639 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 6519 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 161130 members 
Mstep: Class 11 contains 167211 members 
Mstep: Class 12 contains 25166 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 968 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5735 members 
Mstep: Class 18 contains 160590 members 
Mstep: Class 19 contains 129197 members 
Mstep: Class 20 contains 58009 members 
Mstep: Class 21 contains 164076 members 
Mstep: Class 22 contains 6210 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440848.000000 Penalty: 84149.148438
Iteration 232Q: 25 clusters Score -1.804408e+08 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3929 members 
Mstep: Class 3 contains 160887 members 
Mstep: Class 4 contains 74216 members 
Mstep: Class 5 contains 162533 members 
Mstep: Class 6 contains 86697 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 6530 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 160995 members 
Mstep: Class 11 contains 167091 members 
Mstep: Class 12 contains 25128 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 968 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5715 members 
Mstep: Class 18 contains 160541 members 
Mstep: Class 19 contains 130401 members 
Mstep: Class 20 contains 57456 members 
Mstep: Class 21 contains 163982 members 
Mstep: Class 22 contains 6206 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180440784.000000 Penalty: 84149.148438
Iteration 233Q: 25 clusters Score -1.804408e+08 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3929 members 
Mstep: Class 3 contains 160795 members 
Mstep: Class 4 contains 74126 members 
Mstep: Class 5 contains 162424 members 
Mstep: Class 6 contains 86731 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 6541 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 160852 members 
Mstep: Class 11 contains 166960 members 
Mstep: Class 12 contains 25093 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 967 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5696 members 
Mstep: Class 18 contains 160513 members 
Mstep: Class 19 contains 131701 members 
Mstep: Class 20 contains 56857 members 
Mstep: Class 21 contains 163898 members 
Mstep: Class 22 contains 6189 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180441552.000000 Penalty: 84149.148438
Iteration 234Q: 25 clusters Score -1.804416e+08 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3932 members 
Mstep: Class 3 contains 160710 members 
Mstep: Class 4 contains 74023 members 
Mstep: Class 5 contains 162329 members 
Mstep: Class 6 contains 86768 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 6554 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 160738 members 
Mstep: Class 11 contains 166847 members 
Mstep: Class 12 contains 25068 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 967 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5673 members 
Mstep: Class 18 contains 160420 members 
Mstep: Class 19 contains 133033 members 
Mstep: Class 20 contains 56293 members 
Mstep: Class 21 contains 163728 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180441840.000000 Penalty: 84149.148438
Iteration 235Q: 25 clusters Score -1.804418e+08 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3934 members 
Mstep: Class 3 contains 160596 members 
Mstep: Class 4 contains 73950 members 
Mstep: Class 5 contains 162205 members 
Mstep: Class 6 contains 86789 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 6573 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 160651 members 
Mstep: Class 11 contains 166678 members 
Mstep: Class 12 contains 25039 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 968 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5660 members 
Mstep: Class 18 contains 160376 members 
Mstep: Class 19 contains 134324 members 
Mstep: Class 20 contains 55778 members 
Mstep: Class 21 contains 163557 members 
Mstep: Class 22 contains 6196 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180441536.000000 Penalty: 84149.148438
Iteration 236Q: 25 clusters Score -1.804415e+08 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3929 members 
Mstep: Class 3 contains 160466 members 
Mstep: Class 4 contains 73881 members 
Mstep: Class 5 contains 162125 members 
Mstep: Class 6 contains 86839 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 6588 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 160537 members 
Mstep: Class 11 contains 166482 members 
Mstep: Class 12 contains 25003 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5659 members 
Mstep: Class 18 contains 160300 members 
Mstep: Class 19 contains 135633 members 
Mstep: Class 20 contains 55215 members 
Mstep: Class 21 contains 163451 members 
Mstep: Class 22 contains 6196 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180441968.000000 Penalty: 84149.148438
Iteration 237Q: 25 clusters Score -1.80442e+08 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3927 members 
Mstep: Class 3 contains 160353 members 
Mstep: Class 4 contains 73797 members 
Mstep: Class 5 contains 162059 members 
Mstep: Class 6 contains 86861 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 6598 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 160378 members 
Mstep: Class 11 contains 166274 members 
Mstep: Class 12 contains 24981 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5666 members 
Mstep: Class 18 contains 160232 members 
Mstep: Class 19 contains 137019 members 
Mstep: Class 20 contains 54585 members 
Mstep: Class 21 contains 163383 members 
Mstep: Class 22 contains 6192 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180442256.000000 Penalty: 84149.148438
Iteration 238Q: 25 clusters Score -1.804423e+08 nChanged 4585
Entering ConstructFrom: 
Score: -180442256.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -136386.093750 Penalty: 1725.930908
	Iteration 0F: 2 clusters Score -136386.1 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 509 members 
Entering Unmasked Estep 
Score: -134372.703125 Penalty: 3451.861816
	Iteration 0F: 3 clusters Score -134372.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -134715.078125 Penalty: 3451.861816
	Iteration 1F: 3 clusters Score -134715.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -134827.125000 Penalty: 3451.861816
	Iteration 2F: 3 clusters Score -134827.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -134887.000000 Penalty: 3451.861816
	Iteration 3Q: 3 clusters Score -134887 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -134944.984375 Penalty: 3451.861816
	Iteration 4Q: 3 clusters Score -134945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -134970.765625 Penalty: 3451.861816
	Iteration 5Q: 3 clusters Score -134970.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -134978.375000 Penalty: 3451.861816
	Iteration 6Q: 3 clusters Score -134978.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -134987.578125 Penalty: 3451.861816
	Iteration 7Q: 3 clusters Score -134987.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -134997.843750 Penalty: 3451.861816
	Iteration 8Q: 3 clusters Score -134997.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -135004.593750 Penalty: 3451.861816
	Iteration 9Q: 3 clusters Score -135004.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -135014.906250 Penalty: 3451.861816
	Iteration 10Q: 3 clusters Score -135014.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -135021.203125 Penalty: 3451.861816
	Iteration 11Q: 3 clusters Score -135021.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -135027.015625 Penalty: 3451.861816
	Iteration 12Q: 3 clusters Score -135027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -135036.546875 Penalty: 3451.861816
	Iteration 13Q: 3 clusters Score -135036.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -135043.203125 Penalty: 3451.861816
	Iteration 14Q: 3 clusters Score -135043.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -135049.468750 Penalty: 3451.861816
	Iteration 15Q: 3 clusters Score -135049.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -135060.484375 Penalty: 3451.861816
	Iteration 16Q: 3 clusters Score -135060.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -135071.484375 Penalty: 3451.861816
	Iteration 17Q: 3 clusters Score -135071.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -135082.546875 Penalty: 3451.861816
	Iteration 18Q: 3 clusters Score -135082.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -135093.218750 Penalty: 3451.861816
	Iteration 19Q: 3 clusters Score -135093.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -135101.031250 Penalty: 3451.861816
	Iteration 20F: 3 clusters Score -135101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -135103.031250 Penalty: 3451.861816
	Iteration 21Q: 3 clusters Score -135103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -135108.453125 Penalty: 3451.861816
	Iteration 22Q: 3 clusters Score -135108.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -135111.406250 Penalty: 3451.861816
	Iteration 23Q: 3 clusters Score -135111.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -135115.218750 Penalty: 3451.861816
	Iteration 24Q: 3 clusters Score -135115.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -135123.203125 Penalty: 3451.861816
	Iteration 25Q: 3 clusters Score -135123.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -135124.312500 Penalty: 3451.861816
	Iteration 26Q: 3 clusters Score -135124.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -135125.812500 Penalty: 3451.861816
	Iteration 27Q: 3 clusters Score -135125.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -135127.359375 Penalty: 3451.861816
	Iteration 28Q: 3 clusters Score -135127.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -135133.312500 Penalty: 3451.861816
	Iteration 29Q: 3 clusters Score -135133.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -135144.453125 Penalty: 3451.861816
	Iteration 30Q: 3 clusters Score -135144.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -135154.625000 Penalty: 3451.861816
	Iteration 31Q: 3 clusters Score -135154.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -135163.343750 Penalty: 3451.861816
	Iteration 32Q: 3 clusters Score -135163.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -135174.046875 Penalty: 3451.861816
	Iteration 33Q: 3 clusters Score -135174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -135178.843750 Penalty: 3451.861816
	Iteration 34Q: 3 clusters Score -135178.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -135188.312500 Penalty: 3451.861816
	Iteration 35Q: 3 clusters Score -135188.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -135199.671875 Penalty: 3451.861816
	Iteration 36Q: 3 clusters Score -135199.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -135215.656250 Penalty: 3451.861816
	Iteration 37Q: 3 clusters Score -135215.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -135228.562500 Penalty: 3451.861816
	Iteration 38Q: 3 clusters Score -135228.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -135245.328125 Penalty: 3451.861816
	Iteration 39Q: 3 clusters Score -135245.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -135254.187500 Penalty: 3451.861816
	Iteration 40F: 3 clusters Score -135254.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -135258.734375 Penalty: 3451.861816
	Iteration 41Q: 3 clusters Score -135258.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -135263.484375 Penalty: 3451.861816
	Iteration 42Q: 3 clusters Score -135263.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -135269.312500 Penalty: 3451.861816
	Iteration 43Q: 3 clusters Score -135269.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -135269.312500 Penalty: 3451.861816
	Iteration 44F: 3 clusters Score -135269.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Entering Unmasked Estep 
Score: -517750.500000 Penalty: 2052.419678
	Iteration 0F: 2 clusters Score -517750.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -513945.031250 Penalty: 4104.839355
	Iteration 0F: 3 clusters Score -513945 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -515020.125000 Penalty: 4104.839355
	Iteration 1F: 3 clusters Score -515020.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -515369.562500 Penalty: 4104.839355
	Iteration 2F: 3 clusters Score -515369.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -515587.875000 Penalty: 4104.839355
	Iteration 3F: 3 clusters Score -515587.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -515742.843750 Penalty: 4104.839355
	Iteration 4F: 3 clusters Score -515742.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -515857.343750 Penalty: 4104.839355
	Iteration 5Q: 3 clusters Score -515857.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -515939.500000 Penalty: 4104.839355
	Iteration 6Q: 3 clusters Score -515939.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -515999.437500 Penalty: 4104.839355
	Iteration 7Q: 3 clusters Score -515999.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -516054.562500 Penalty: 4104.839355
	Iteration 8Q: 3 clusters Score -516054.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -516088.562500 Penalty: 4104.839355
	Iteration 9Q: 3 clusters Score -516088.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -516111.343750 Penalty: 4104.839355
	Iteration 10Q: 3 clusters Score -516111.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -516126.593750 Penalty: 4104.839355
	Iteration 11Q: 3 clusters Score -516126.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -516141.406250 Penalty: 4104.839355
	Iteration 12Q: 3 clusters Score -516141.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -516158.968750 Penalty: 4104.839355
	Iteration 13Q: 3 clusters Score -516159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -516174.093750 Penalty: 4104.839355
	Iteration 14Q: 3 clusters Score -516174.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -516187.562500 Penalty: 4104.839355
	Iteration 15Q: 3 clusters Score -516187.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -516198.531250 Penalty: 4104.839355
	Iteration 16Q: 3 clusters Score -516198.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -516208.125000 Penalty: 4104.839355
	Iteration 17Q: 3 clusters Score -516208.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -516218.812500 Penalty: 4104.839355
	Iteration 18Q: 3 clusters Score -516218.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -516225.718750 Penalty: 4104.839355
	Iteration 19Q: 3 clusters Score -516225.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -516234.625000 Penalty: 4104.839355
	Iteration 20F: 3 clusters Score -516234.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -516238.343750 Penalty: 4104.839355
	Iteration 21Q: 3 clusters Score -516238.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -516242.218750 Penalty: 4104.839355
	Iteration 22Q: 3 clusters Score -516242.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -516244.062500 Penalty: 4104.839355
	Iteration 23Q: 3 clusters Score -516244.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -516245.531250 Penalty: 4104.839355
	Iteration 24Q: 3 clusters Score -516245.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -516248.531250 Penalty: 4104.839355
	Iteration 25Q: 3 clusters Score -516248.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -516250.781250 Penalty: 4104.839355
	Iteration 26Q: 3 clusters Score -516250.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -516254.562500 Penalty: 4104.839355
	Iteration 27Q: 3 clusters Score -516254.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -516259.625000 Penalty: 4104.839355
	Iteration 28Q: 3 clusters Score -516259.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -516265.437500 Penalty: 4104.839355
	Iteration 29Q: 3 clusters Score -516265.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -516269.000000 Penalty: 4104.839355
	Iteration 30Q: 3 clusters Score -516269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -516272.062500 Penalty: 4104.839355
	Iteration 31Q: 3 clusters Score -516272.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -516275.812500 Penalty: 4104.839355
	Iteration 32Q: 3 clusters Score -516275.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -516279.000000 Penalty: 4104.839355
	Iteration 33Q: 3 clusters Score -516279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -516282.406250 Penalty: 4104.839355
	Iteration 34Q: 3 clusters Score -516282.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -516284.625000 Penalty: 4104.839355
	Iteration 35Q: 3 clusters Score -516284.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -516286.093750 Penalty: 4104.839355
	Iteration 36Q: 3 clusters Score -516286.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -516289.218750 Penalty: 4104.839355
	Iteration 37Q: 3 clusters Score -516289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -516289.156250 Penalty: 4104.839355
	Iteration 38Q: 3 clusters Score -516289.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -516289.156250 Penalty: 4104.839355
	Iteration 39F: 3 clusters Score -516289.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (160257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160257 members 
Entering Unmasked Estep 
Score: -21274500.000000 Penalty: 2972.164551
	Iteration 0F: 2 clusters Score -2.12745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80408 members 
Mstep: Class 2 contains 79849 members 
Entering Unmasked Estep 
Score: -21169414.000000 Penalty: 5944.329102
	Iteration 0F: 3 clusters Score -2.116941e+07 nChanged 76615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83367 members 
Mstep: Class 2 contains 76890 members 
Entering Unmasked Estep 
Score: -21213492.000000 Penalty: 5944.329102
	Iteration 1F: 3 clusters Score -2.121349e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85155 members 
Mstep: Class 2 contains 75102 members 
Entering Unmasked Estep 
Score: -21214750.000000 Penalty: 5944.329102
	Iteration 2Q: 3 clusters Score -2.121475e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88017 members 
Mstep: Class 2 contains 72240 members 
Entering Unmasked Estep 
Score: -21216592.000000 Penalty: 5944.329102
	Iteration 3Q: 3 clusters Score -2.121659e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92269 members 
Mstep: Class 2 contains 67988 members 
Entering Unmasked Estep 
Score: -21219498.000000 Penalty: 5944.329102
	Iteration 4Q: 3 clusters Score -2.12195e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98098 members 
Mstep: Class 2 contains 62159 members 
Entering Unmasked Estep 
Score: -21223710.000000 Penalty: 5944.329102
	Iteration 5Q: 3 clusters Score -2.122371e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105702 members 
Mstep: Class 2 contains 54555 members 
Entering Unmasked Estep 
Score: -21229648.000000 Penalty: 5944.329102
	Iteration 6F: 3 clusters Score -2.122965e+07 nChanged 10131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115227 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -21237354.000000 Penalty: 5944.329102
	Iteration 7F: 3 clusters Score -2.123735e+07 nChanged 10947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125896 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -21245982.000000 Penalty: 5944.329102
	Iteration 8F: 3 clusters Score -2.124598e+07 nChanged 10499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136301 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -21254332.000000 Penalty: 5944.329102
	Iteration 9F: 3 clusters Score -2.125433e+07 nChanged 8823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145114 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -21261390.000000 Penalty: 5944.329102
	Iteration 10F: 3 clusters Score -2.126139e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151507 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -21266414.000000 Penalty: 5944.329102
	Iteration 11Q: 3 clusters Score -2.126641e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155351 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -21269366.000000 Penalty: 5944.329102
	Iteration 12Q: 3 clusters Score -2.126937e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157452 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -21270800.000000 Penalty: 5944.329102
	Iteration 13Q: 3 clusters Score -2.12708e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158463 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -21271436.000000 Penalty: 5944.329102
	Iteration 14Q: 3 clusters Score -2.127144e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158979 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -21271722.000000 Penalty: 5944.329102
	Iteration 15Q: 3 clusters Score -2.127172e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159258 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -21271874.000000 Penalty: 5944.329102
	Iteration 16Q: 3 clusters Score -2.127187e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159415 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -21271992.000000 Penalty: 5944.329102
	Iteration 17Q: 3 clusters Score -2.127199e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159504 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -21272048.000000 Penalty: 5944.329102
	Iteration 18Q: 3 clusters Score -2.127205e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159566 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -21272064.000000 Penalty: 5944.329102
	Iteration 19Q: 3 clusters Score -2.127206e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159601 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -21272074.000000 Penalty: 5944.329102
	Iteration 20F: 3 clusters Score -2.127207e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159626 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -21272090.000000 Penalty: 5944.329102
	Iteration 21Q: 3 clusters Score -2.127209e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159642 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -21272092.000000 Penalty: 5944.329102
	Iteration 22Q: 3 clusters Score -2.127209e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159656 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -21272100.000000 Penalty: 5944.329102
	Iteration 23Q: 3 clusters Score -2.12721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159660 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -21272116.000000 Penalty: 5944.329102
	Iteration 24Q: 3 clusters Score -2.127212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159664 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -21272120.000000 Penalty: 5944.329102
	Iteration 25Q: 3 clusters Score -2.127212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159669 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -21272112.000000 Penalty: 5944.329102
	Iteration 26Q: 3 clusters Score -2.127211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159671 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -21272104.000000 Penalty: 5944.329102
	Iteration 27Q: 3 clusters Score -2.12721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159675 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -21272104.000000 Penalty: 5944.329102
	Iteration 28Q: 3 clusters Score -2.12721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159679 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -21272116.000000 Penalty: 5944.329102
	Iteration 29Q: 3 clusters Score -2.127212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159684 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -21272126.000000 Penalty: 5944.329102
	Iteration 30Q: 3 clusters Score -2.127213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159687 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -21272132.000000 Penalty: 5944.329102
	Iteration 31Q: 3 clusters Score -2.127213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159690 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -21272132.000000 Penalty: 5944.329102
	Iteration 32Q: 3 clusters Score -2.127213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159690 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -21272130.000000 Penalty: 5944.329102
	Iteration 33Q: 3 clusters Score -2.127213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159690 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -21272136.000000 Penalty: 5944.329102
	Iteration 34Q: 3 clusters Score -2.127214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159689 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -21272130.000000 Penalty: 5944.329102
	Iteration 35Q: 3 clusters Score -2.127213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159690 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -21272142.000000 Penalty: 5944.329102
	Iteration 36Q: 3 clusters Score -2.127214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159692 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -21272130.000000 Penalty: 5944.329102
	Iteration 37Q: 3 clusters Score -2.127213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159692 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -21272144.000000 Penalty: 5944.329102
	Iteration 38Q: 3 clusters Score -2.127214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159693 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -21272146.000000 Penalty: 5944.329102
	Iteration 39Q: 3 clusters Score -2.127215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159694 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -21272144.000000 Penalty: 5944.329102
	Iteration 40F: 3 clusters Score -2.127214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159695 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -21272148.000000 Penalty: 5944.329102
	Iteration 41Q: 3 clusters Score -2.127215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159695 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -21272146.000000 Penalty: 5944.329102
	Iteration 42Q: 3 clusters Score -2.127215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159694 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -21272146.000000 Penalty: 5944.329102
	Iteration 43Q: 3 clusters Score -2.127215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159696 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -21272134.000000 Penalty: 5944.329102
	Iteration 44Q: 3 clusters Score -2.127213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159696 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -21272134.000000 Penalty: 5944.329102
	Iteration 45F: 3 clusters Score -2.127213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (73708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73708 members 
Entering Unmasked Estep 
Score: -9915514.000000 Penalty: 2779.551025
	Iteration 0F: 2 clusters Score -9915514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -9866417.000000 Penalty: 5559.102051
	Iteration 0F: 3 clusters Score -9866417 nChanged 34495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -9886056.000000 Penalty: 5559.102051
	Iteration 1F: 3 clusters Score -9886056 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -9887393.000000 Penalty: 5559.102051
	Iteration 2Q: 3 clusters Score -9887393 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -9889484.000000 Penalty: 5559.102051
	Iteration 3F: 3 clusters Score -9889484 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -9893053.000000 Penalty: 5559.102051
	Iteration 4F: 3 clusters Score -9893053 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -9897753.000000 Penalty: 5559.102051
	Iteration 5F: 3 clusters Score -9897753 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58537 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -9903046.000000 Penalty: 5559.102051
	Iteration 6F: 3 clusters Score -9903046 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62338 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -9907355.000000 Penalty: 5559.102051
	Iteration 7F: 3 clusters Score -9907355 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64590 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -9910149.000000 Penalty: 5559.102051
	Iteration 8Q: 3 clusters Score -9910149 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65723 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -9911370.000000 Penalty: 5559.102051
	Iteration 9Q: 3 clusters Score -9911370 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66415 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -9911878.000000 Penalty: 5559.102051
	Iteration 10Q: 3 clusters Score -9911878 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67003 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -9912190.000000 Penalty: 5559.102051
	Iteration 11Q: 3 clusters Score -9912190 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67481 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -9912378.000000 Penalty: 5559.102051
	Iteration 12Q: 3 clusters Score -9912378 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67920 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -9912558.000000 Penalty: 5559.102051
	Iteration 13Q: 3 clusters Score -9912558 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68316 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -9912723.000000 Penalty: 5559.102051
	Iteration 14Q: 3 clusters Score -9912723 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68699 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -9912804.000000 Penalty: 5559.102051
	Iteration 15Q: 3 clusters Score -9912804 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69038 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -9912913.000000 Penalty: 5559.102051
	Iteration 16Q: 3 clusters Score -9912913 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69344 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -9912989.000000 Penalty: 5559.102051
	Iteration 17Q: 3 clusters Score -9912989 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69617 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -9913078.000000 Penalty: 5559.102051
	Iteration 18Q: 3 clusters Score -9913078 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69866 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -9913156.000000 Penalty: 5559.102051
	Iteration 19Q: 3 clusters Score -9913156 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70096 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -9913222.000000 Penalty: 5559.102051
	Iteration 20F: 3 clusters Score -9913222 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70301 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -9913250.000000 Penalty: 5559.102051
	Iteration 21Q: 3 clusters Score -9913250 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70472 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -9913334.000000 Penalty: 5559.102051
	Iteration 22Q: 3 clusters Score -9913334 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70624 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -9913365.000000 Penalty: 5559.102051
	Iteration 23Q: 3 clusters Score -9913365 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70752 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -9913390.000000 Penalty: 5559.102051
	Iteration 24Q: 3 clusters Score -9913390 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70865 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -9913410.000000 Penalty: 5559.102051
	Iteration 25Q: 3 clusters Score -9913410 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70969 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -9913435.000000 Penalty: 5559.102051
	Iteration 26Q: 3 clusters Score -9913435 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71069 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -9913463.000000 Penalty: 5559.102051
	Iteration 27Q: 3 clusters Score -9913463 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71168 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -9913497.000000 Penalty: 5559.102051
	Iteration 28Q: 3 clusters Score -9913497 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71242 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -9913510.000000 Penalty: 5559.102051
	Iteration 29Q: 3 clusters Score -9913510 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71305 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -9913511.000000 Penalty: 5559.102051
	Iteration 30Q: 3 clusters Score -9913511 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71360 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -9913507.000000 Penalty: 5559.102051
	Iteration 31Q: 3 clusters Score -9913507 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71413 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -9913518.000000 Penalty: 5559.102051
	Iteration 32Q: 3 clusters Score -9913518 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71454 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -9913532.000000 Penalty: 5559.102051
	Iteration 33Q: 3 clusters Score -9913532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71485 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -9913531.000000 Penalty: 5559.102051
	Iteration 34Q: 3 clusters Score -9913531 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71510 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -9913543.000000 Penalty: 5559.102051
	Iteration 35Q: 3 clusters Score -9913543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71525 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -9913535.000000 Penalty: 5559.102051
	Iteration 36Q: 3 clusters Score -9913535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71538 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -9913544.000000 Penalty: 5559.102051
	Iteration 37Q: 3 clusters Score -9913544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71554 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -9913553.000000 Penalty: 5559.102051
	Iteration 38Q: 3 clusters Score -9913553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71561 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -9913550.000000 Penalty: 5559.102051
	Iteration 39Q: 3 clusters Score -9913550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71564 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -9913551.000000 Penalty: 5559.102051
	Iteration 40F: 3 clusters Score -9913551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71571 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -9913560.000000 Penalty: 5559.102051
	Iteration 41Q: 3 clusters Score -9913560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71577 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -9913558.000000 Penalty: 5559.102051
	Iteration 42Q: 3 clusters Score -9913558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71583 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -9913543.000000 Penalty: 5559.102051
	Iteration 43Q: 3 clusters Score -9913543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71588 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -9913549.000000 Penalty: 5559.102051
	Iteration 44Q: 3 clusters Score -9913549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71591 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -9913555.000000 Penalty: 5559.102051
	Iteration 45Q: 3 clusters Score -9913555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71593 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -9913550.000000 Penalty: 5559.102051
	Iteration 46Q: 3 clusters Score -9913550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71595 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -9913546.000000 Penalty: 5559.102051
	Iteration 47Q: 3 clusters Score -9913546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71597 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -9913541.000000 Penalty: 5559.102051
	Iteration 48Q: 3 clusters Score -9913541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71596 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -9913539.000000 Penalty: 5559.102051
	Iteration 49Q: 3 clusters Score -9913539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71597 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -9913538.000000 Penalty: 5559.102051
	Iteration 50Q: 3 clusters Score -9913538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71598 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -9913543.000000 Penalty: 5559.102051
	Iteration 51Q: 3 clusters Score -9913543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71598 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -9913543.000000 Penalty: 5559.102051
	Iteration 52F: 3 clusters Score -9913543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (161989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161989 members 
Entering Unmasked Estep 
Score: -21471310.000000 Penalty: 2974.830566
	Iteration 0F: 2 clusters Score -2.147131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80876 members 
Mstep: Class 2 contains 81113 members 
Entering Unmasked Estep 
Score: -21365358.000000 Penalty: 5949.661133
	Iteration 0F: 3 clusters Score -2.136536e+07 nChanged 77775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79295 members 
Mstep: Class 2 contains 82694 members 
Entering Unmasked Estep 
Score: -21410814.000000 Penalty: 5949.661133
	Iteration 1F: 3 clusters Score -2.141081e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78311 members 
Mstep: Class 2 contains 83678 members 
Entering Unmasked Estep 
Score: -21411812.000000 Penalty: 5949.661133
	Iteration 2Q: 3 clusters Score -2.141181e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 85139 members 
Entering Unmasked Estep 
Score: -21412834.000000 Penalty: 5949.661133
	Iteration 3Q: 3 clusters Score -2.141283e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74598 members 
Mstep: Class 2 contains 87391 members 
Entering Unmasked Estep 
Score: -21414328.000000 Penalty: 5949.661133
	Iteration 4Q: 3 clusters Score -2.141433e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71202 members 
Mstep: Class 2 contains 90787 members 
Entering Unmasked Estep 
Score: -21416650.000000 Penalty: 5949.661133
	Iteration 5Q: 3 clusters Score -2.141665e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66123 members 
Mstep: Class 2 contains 95866 members 
Entering Unmasked Estep 
Score: -21420350.000000 Penalty: 5949.661133
	Iteration 6Q: 3 clusters Score -2.142035e+07 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 102841 members 
Entering Unmasked Estep 
Score: -21426556.000000 Penalty: 5949.661133
	Iteration 7F: 3 clusters Score -2.142656e+07 nChanged 10238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 111111 members 
Entering Unmasked Estep 
Score: -21435380.000000 Penalty: 5949.661133
	Iteration 8F: 3 clusters Score -2.143538e+07 nChanged 10268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 118803 members 
Entering Unmasked Estep 
Score: -21444072.000000 Penalty: 5949.661133
	Iteration 9F: 3 clusters Score -2.144407e+07 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 125013 members 
Entering Unmasked Estep 
Score: -21450662.000000 Penalty: 5949.661133
	Iteration 10F: 3 clusters Score -2.145066e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 129796 members 
Entering Unmasked Estep 
Score: -21454560.000000 Penalty: 5949.661133
	Iteration 11Q: 3 clusters Score -2.145456e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 133849 members 
Entering Unmasked Estep 
Score: -21457176.000000 Penalty: 5949.661133
	Iteration 12Q: 3 clusters Score -2.145718e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 137526 members 
Entering Unmasked Estep 
Score: -21458968.000000 Penalty: 5949.661133
	Iteration 13Q: 3 clusters Score -2.145897e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 140898 members 
Entering Unmasked Estep 
Score: -21460738.000000 Penalty: 5949.661133
	Iteration 14Q: 3 clusters Score -2.146074e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 144024 members 
Entering Unmasked Estep 
Score: -21462506.000000 Penalty: 5949.661133
	Iteration 15Q: 3 clusters Score -2.146251e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 146797 members 
Entering Unmasked Estep 
Score: -21463982.000000 Penalty: 5949.661133
	Iteration 16Q: 3 clusters Score -2.146398e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 149274 members 
Entering Unmasked Estep 
Score: -21465284.000000 Penalty: 5949.661133
	Iteration 17Q: 3 clusters Score -2.146528e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 151368 members 
Entering Unmasked Estep 
Score: -21466210.000000 Penalty: 5949.661133
	Iteration 18Q: 3 clusters Score -2.146621e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 153164 members 
Entering Unmasked Estep 
Score: -21467022.000000 Penalty: 5949.661133
	Iteration 19Q: 3 clusters Score -2.146702e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 154678 members 
Entering Unmasked Estep 
Score: -21467650.000000 Penalty: 5949.661133
	Iteration 20F: 3 clusters Score -2.146765e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 155942 members 
Entering Unmasked Estep 
Score: -21468104.000000 Penalty: 5949.661133
	Iteration 21Q: 3 clusters Score -2.14681e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 156962 members 
Entering Unmasked Estep 
Score: -21468446.000000 Penalty: 5949.661133
	Iteration 22Q: 3 clusters Score -2.146845e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 157767 members 
Entering Unmasked Estep 
Score: -21468648.000000 Penalty: 5949.661133
	Iteration 23Q: 3 clusters Score -2.146865e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 158375 members 
Entering Unmasked Estep 
Score: -21468764.000000 Penalty: 5949.661133
	Iteration 24Q: 3 clusters Score -2.146876e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 158876 members 
Entering Unmasked Estep 
Score: -21468836.000000 Penalty: 5949.661133
	Iteration 25Q: 3 clusters Score -2.146884e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 159253 members 
Entering Unmasked Estep 
Score: -21468888.000000 Penalty: 5949.661133
	Iteration 26Q: 3 clusters Score -2.146889e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 159546 members 
Entering Unmasked Estep 
Score: -21468866.000000 Penalty: 5949.661133
	Iteration 27Q: 3 clusters Score -2.146887e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 159784 members 
Entering Unmasked Estep 
Score: -21468876.000000 Penalty: 5949.661133
	Iteration 28Q: 3 clusters Score -2.146888e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 159966 members 
Entering Unmasked Estep 
Score: -21468880.000000 Penalty: 5949.661133
	Iteration 29Q: 3 clusters Score -2.146888e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 160101 members 
Entering Unmasked Estep 
Score: -21468920.000000 Penalty: 5949.661133
	Iteration 30Q: 3 clusters Score -2.146892e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 160211 members 
Entering Unmasked Estep 
Score: -21468914.000000 Penalty: 5949.661133
	Iteration 31Q: 3 clusters Score -2.146891e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 160305 members 
Entering Unmasked Estep 
Score: -21468940.000000 Penalty: 5949.661133
	Iteration 32Q: 3 clusters Score -2.146894e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 160398 members 
Entering Unmasked Estep 
Score: -21468924.000000 Penalty: 5949.661133
	Iteration 33Q: 3 clusters Score -2.146892e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 160475 members 
Entering Unmasked Estep 
Score: -21468960.000000 Penalty: 5949.661133
	Iteration 34Q: 3 clusters Score -2.146896e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 160543 members 
Entering Unmasked Estep 
Score: -21468964.000000 Penalty: 5949.661133
	Iteration 35Q: 3 clusters Score -2.146896e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 160598 members 
Entering Unmasked Estep 
Score: -21469006.000000 Penalty: 5949.661133
	Iteration 36Q: 3 clusters Score -2.146901e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 160637 members 
Entering Unmasked Estep 
Score: -21469016.000000 Penalty: 5949.661133
	Iteration 37Q: 3 clusters Score -2.146902e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 160672 members 
Entering Unmasked Estep 
Score: -21469016.000000 Penalty: 5949.661133
	Iteration 38Q: 3 clusters Score -2.146902e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 160694 members 
Entering Unmasked Estep 
Score: -21468986.000000 Penalty: 5949.661133
	Iteration 39Q: 3 clusters Score -2.146899e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 160720 members 
Entering Unmasked Estep 
Score: -21468994.000000 Penalty: 5949.661133
	Iteration 40F: 3 clusters Score -2.146899e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 160744 members 
Entering Unmasked Estep 
Score: -21468988.000000 Penalty: 5949.661133
	Iteration 41Q: 3 clusters Score -2.146899e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 160767 members 
Entering Unmasked Estep 
Score: -21468978.000000 Penalty: 5949.661133
	Iteration 42Q: 3 clusters Score -2.146898e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 160788 members 
Entering Unmasked Estep 
Score: -21468964.000000 Penalty: 5949.661133
	Iteration 43Q: 3 clusters Score -2.146896e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 160799 members 
Entering Unmasked Estep 
Score: -21468982.000000 Penalty: 5949.661133
	Iteration 44Q: 3 clusters Score -2.146898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 160803 members 
Entering Unmasked Estep 
Score: -21468986.000000 Penalty: 5949.661133
	Iteration 45Q: 3 clusters Score -2.146899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 160810 members 
Entering Unmasked Estep 
Score: -21468994.000000 Penalty: 5949.661133
	Iteration 46Q: 3 clusters Score -2.146899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 160816 members 
Entering Unmasked Estep 
Score: -21468988.000000 Penalty: 5949.661133
	Iteration 47Q: 3 clusters Score -2.146899e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 160827 members 
Entering Unmasked Estep 
Score: -21469008.000000 Penalty: 5949.661133
	Iteration 48Q: 3 clusters Score -2.146901e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 160841 members 
Entering Unmasked Estep 
Score: -21469036.000000 Penalty: 5949.661133
	Iteration 49Q: 3 clusters Score -2.146904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 160847 members 
Entering Unmasked Estep 
Score: -21469028.000000 Penalty: 5949.661133
	Iteration 50Q: 3 clusters Score -2.146903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 160851 members 
Entering Unmasked Estep 
Score: -21469030.000000 Penalty: 5949.661133
	Iteration 51Q: 3 clusters Score -2.146903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 160858 members 
Entering Unmasked Estep 
Score: -21469042.000000 Penalty: 5949.661133
	Iteration 52Q: 3 clusters Score -2.146904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 160866 members 
Entering Unmasked Estep 
Score: -21469022.000000 Penalty: 5949.661133
	Iteration 53Q: 3 clusters Score -2.146902e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 160875 members 
Entering Unmasked Estep 
Score: -21469024.000000 Penalty: 5949.661133
	Iteration 54Q: 3 clusters Score -2.146902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 160877 members 
Entering Unmasked Estep 
Score: -21469020.000000 Penalty: 5949.661133
	Iteration 55Q: 3 clusters Score -2.146902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 160878 members 
Entering Unmasked Estep 
Score: -21469016.000000 Penalty: 5949.661133
	Iteration 56Q: 3 clusters Score -2.146902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 160877 members 
Entering Unmasked Estep 
Score: -21469024.000000 Penalty: 5949.661133
	Iteration 57Q: 3 clusters Score -2.146902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 160878 members 
Entering Unmasked Estep 
Score: -21469024.000000 Penalty: 5949.661133
	Iteration 58Q: 3 clusters Score -2.146902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 160878 members 
Entering Unmasked Estep 
Score: -21469024.000000 Penalty: 5949.661133
	Iteration 59Q: 3 clusters Score -2.146902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 160878 members 
Entering Unmasked Estep 
Score: -21469030.000000 Penalty: 5949.661133
	Iteration 60F: 3 clusters Score -2.146903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 160879 members 
Entering Unmasked Estep 
Score: -21469038.000000 Penalty: 5949.661133
	Iteration 61Q: 3 clusters Score -2.146904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 160879 members 
Entering Unmasked Estep 
Score: -21469038.000000 Penalty: 5949.661133
	Iteration 62F: 3 clusters Score -2.146904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (86873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86873 members 
Entering Unmasked Estep 
Score: -11255755.000000 Penalty: 2820.306396
	Iteration 0F: 2 clusters Score -1.125576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -11197776.000000 Penalty: 5640.612793
	Iteration 0F: 3 clusters Score -1.119778e+07 nChanged 40826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -11221163.000000 Penalty: 5640.612793
	Iteration 1F: 3 clusters Score -1.122116e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -11222277.000000 Penalty: 5640.612793
	Iteration 2Q: 3 clusters Score -1.122228e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -11224036.000000 Penalty: 5640.612793
	Iteration 3Q: 3 clusters Score -1.122404e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -11226791.000000 Penalty: 5640.612793
	Iteration 4F: 3 clusters Score -1.122679e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 50862 members 
Entering Unmasked Estep 
Score: -11230284.000000 Penalty: 5640.612793
	Iteration 5F: 3 clusters Score -1.123028e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 53489 members 
Entering Unmasked Estep 
Score: -11233906.000000 Penalty: 5640.612793
	Iteration 6F: 3 clusters Score -1.123391e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 55991 members 
Entering Unmasked Estep 
Score: -11236944.000000 Penalty: 5640.612793
	Iteration 7F: 3 clusters Score -1.123694e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 58386 members 
Entering Unmasked Estep 
Score: -11238939.000000 Penalty: 5640.612793
	Iteration 8F: 3 clusters Score -1.123894e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -11240415.000000 Penalty: 5640.612793
	Iteration 9Q: 3 clusters Score -1.124042e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 63124 members 
Entering Unmasked Estep 
Score: -11241538.000000 Penalty: 5640.612793
	Iteration 10Q: 3 clusters Score -1.124154e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 65674 members 
Entering Unmasked Estep 
Score: -11242566.000000 Penalty: 5640.612793
	Iteration 11Q: 3 clusters Score -1.124257e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -11243693.000000 Penalty: 5640.612793
	Iteration 12Q: 3 clusters Score -1.124369e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 71317 members 
Entering Unmasked Estep 
Score: -11244977.000000 Penalty: 5640.612793
	Iteration 13Q: 3 clusters Score -1.124498e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 74180 members 
Entering Unmasked Estep 
Score: -11246378.000000 Penalty: 5640.612793
	Iteration 14Q: 3 clusters Score -1.124638e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 76999 members 
Entering Unmasked Estep 
Score: -11247914.000000 Penalty: 5640.612793
	Iteration 15Q: 3 clusters Score -1.124791e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 79492 members 
Entering Unmasked Estep 
Score: -11249361.000000 Penalty: 5640.612793
	Iteration 16Q: 3 clusters Score -1.124936e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 81577 members 
Entering Unmasked Estep 
Score: -11250625.000000 Penalty: 5640.612793
	Iteration 17Q: 3 clusters Score -1.125062e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 83239 members 
Entering Unmasked Estep 
Score: -11251661.000000 Penalty: 5640.612793
	Iteration 18Q: 3 clusters Score -1.125166e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 84396 members 
Entering Unmasked Estep 
Score: -11252344.000000 Penalty: 5640.612793
	Iteration 19Q: 3 clusters Score -1.125234e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 85091 members 
Entering Unmasked Estep 
Score: -11252733.000000 Penalty: 5640.612793
	Iteration 20F: 3 clusters Score -1.125273e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 85541 members 
Entering Unmasked Estep 
Score: -11252978.000000 Penalty: 5640.612793
	Iteration 21Q: 3 clusters Score -1.125298e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 85797 members 
Entering Unmasked Estep 
Score: -11253099.000000 Penalty: 5640.612793
	Iteration 22Q: 3 clusters Score -1.12531e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 85940 members 
Entering Unmasked Estep 
Score: -11253203.000000 Penalty: 5640.612793
	Iteration 23Q: 3 clusters Score -1.12532e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 86043 members 
Entering Unmasked Estep 
Score: -11253242.000000 Penalty: 5640.612793
	Iteration 24Q: 3 clusters Score -1.125324e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 86104 members 
Entering Unmasked Estep 
Score: -11253287.000000 Penalty: 5640.612793
	Iteration 25Q: 3 clusters Score -1.125329e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 86145 members 
Entering Unmasked Estep 
Score: -11253311.000000 Penalty: 5640.612793
	Iteration 26Q: 3 clusters Score -1.125331e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 86173 members 
Entering Unmasked Estep 
Score: -11253334.000000 Penalty: 5640.612793
	Iteration 27Q: 3 clusters Score -1.125333e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 86202 members 
Entering Unmasked Estep 
Score: -11253354.000000 Penalty: 5640.612793
	Iteration 28Q: 3 clusters Score -1.125335e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 86217 members 
Entering Unmasked Estep 
Score: -11253371.000000 Penalty: 5640.612793
	Iteration 29Q: 3 clusters Score -1.125337e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 86227 members 
Entering Unmasked Estep 
Score: -11253378.000000 Penalty: 5640.612793
	Iteration 30Q: 3 clusters Score -1.125338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 86237 members 
Entering Unmasked Estep 
Score: -11253386.000000 Penalty: 5640.612793
	Iteration 31Q: 3 clusters Score -1.125339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 86241 members 
Entering Unmasked Estep 
Score: -11253388.000000 Penalty: 5640.612793
	Iteration 32Q: 3 clusters Score -1.125339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 86246 members 
Entering Unmasked Estep 
Score: -11253386.000000 Penalty: 5640.612793
	Iteration 33Q: 3 clusters Score -1.125339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 86251 members 
Entering Unmasked Estep 
Score: -11253396.000000 Penalty: 5640.612793
	Iteration 34Q: 3 clusters Score -1.12534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 86258 members 
Entering Unmasked Estep 
Score: -11253400.000000 Penalty: 5640.612793
	Iteration 35Q: 3 clusters Score -1.12534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 86262 members 
Entering Unmasked Estep 
Score: -11253398.000000 Penalty: 5640.612793
	Iteration 36Q: 3 clusters Score -1.12534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 86264 members 
Entering Unmasked Estep 
Score: -11253399.000000 Penalty: 5640.612793
	Iteration 37Q: 3 clusters Score -1.12534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 86272 members 
Entering Unmasked Estep 
Score: -11253409.000000 Penalty: 5640.612793
	Iteration 38Q: 3 clusters Score -1.125341e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 86281 members 
Entering Unmasked Estep 
Score: -11253409.000000 Penalty: 5640.612793
	Iteration 39Q: 3 clusters Score -1.125341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 86284 members 
Entering Unmasked Estep 
Score: -11253421.000000 Penalty: 5640.612793
	Iteration 40F: 3 clusters Score -1.125342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 86287 members 
Entering Unmasked Estep 
Score: -11253421.000000 Penalty: 5640.612793
	Iteration 41Q: 3 clusters Score -1.125342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 86293 members 
Entering Unmasked Estep 
Score: -11253422.000000 Penalty: 5640.612793
	Iteration 42Q: 3 clusters Score -1.125342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 86299 members 
Entering Unmasked Estep 
Score: -11253427.000000 Penalty: 5640.612793
	Iteration 43Q: 3 clusters Score -1.125343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 86303 members 
Entering Unmasked Estep 
Score: -11253431.000000 Penalty: 5640.612793
	Iteration 44Q: 3 clusters Score -1.125343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 86309 members 
Entering Unmasked Estep 
Score: -11253442.000000 Penalty: 5640.612793
	Iteration 45Q: 3 clusters Score -1.125344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 86311 members 
Entering Unmasked Estep 
Score: -11253446.000000 Penalty: 5640.612793
	Iteration 46Q: 3 clusters Score -1.125345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 86313 members 
Entering Unmasked Estep 
Score: -11253441.000000 Penalty: 5640.612793
	Iteration 47Q: 3 clusters Score -1.125344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 86313 members 
Entering Unmasked Estep 
Score: -11253437.000000 Penalty: 5640.612793
	Iteration 48Q: 3 clusters Score -1.125344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 86314 members 
Entering Unmasked Estep 
Score: -11253452.000000 Penalty: 5640.612793
	Iteration 49Q: 3 clusters Score -1.125345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 86315 members 
Entering Unmasked Estep 
Score: -11253434.000000 Penalty: 5640.612793
	Iteration 50Q: 3 clusters Score -1.125343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 86317 members 
Entering Unmasked Estep 
Score: -11253442.000000 Penalty: 5640.612793
	Iteration 51Q: 3 clusters Score -1.125344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 86319 members 
Entering Unmasked Estep 
Score: -11253446.000000 Penalty: 5640.612793
	Iteration 52Q: 3 clusters Score -1.125345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 86320 members 
Entering Unmasked Estep 
Score: -11253447.000000 Penalty: 5640.612793
	Iteration 53Q: 3 clusters Score -1.125345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 86320 members 
Entering Unmasked Estep 
Score: -11253443.000000 Penalty: 5640.612793
	Iteration 54Q: 3 clusters Score -1.125344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 86321 members 
Entering Unmasked Estep 
Score: -11253445.000000 Penalty: 5640.612793
	Iteration 55Q: 3 clusters Score -1.125344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 86321 members 
Entering Unmasked Estep 
Score: -11253445.000000 Penalty: 5640.612793
	Iteration 56F: 3 clusters Score -1.125344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Entering Unmasked Estep 
Score: -387459.312500 Penalty: 1977.684204
	Iteration 0F: 2 clusters Score -387459.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -384238.812500 Penalty: 3955.368408
	Iteration 0F: 3 clusters Score -384238.8 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -384839.250000 Penalty: 3955.368408
	Iteration 1F: 3 clusters Score -384839.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -384967.718750 Penalty: 3955.368408
	Iteration 2F: 3 clusters Score -384967.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -385052.375000 Penalty: 3955.368408
	Iteration 3Q: 3 clusters Score -385052.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -385113.937500 Penalty: 3955.368408
	Iteration 4Q: 3 clusters Score -385113.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -385150.593750 Penalty: 3955.368408
	Iteration 5Q: 3 clusters Score -385150.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -385183.781250 Penalty: 3955.368408
	Iteration 6Q: 3 clusters Score -385183.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -385213.593750 Penalty: 3955.368408
	Iteration 7Q: 3 clusters Score -385213.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -385260.812500 Penalty: 3955.368408
	Iteration 8Q: 3 clusters Score -385260.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -385323.437500 Penalty: 3955.368408
	Iteration 9Q: 3 clusters Score -385323.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -385386.937500 Penalty: 3955.368408
	Iteration 10Q: 3 clusters Score -385386.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -385454.750000 Penalty: 3955.368408
	Iteration 11Q: 3 clusters Score -385454.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -385501.937500 Penalty: 3955.368408
	Iteration 12Q: 3 clusters Score -385501.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -385546.593750 Penalty: 3955.368408
	Iteration 13Q: 3 clusters Score -385546.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -385585.593750 Penalty: 3955.368408
	Iteration 14Q: 3 clusters Score -385585.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -385618.312500 Penalty: 3955.368408
	Iteration 15Q: 3 clusters Score -385618.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -385654.937500 Penalty: 3955.368408
	Iteration 16Q: 3 clusters Score -385654.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -385685.000000 Penalty: 3955.368408
	Iteration 17Q: 3 clusters Score -385685 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -385722.250000 Penalty: 3955.368408
	Iteration 18Q: 3 clusters Score -385722.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -385784.687500 Penalty: 3955.368408
	Iteration 19Q: 3 clusters Score -385784.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -385860.187500 Penalty: 3955.368408
	Iteration 20F: 3 clusters Score -385860.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -385977.062500 Penalty: 3955.368408
	Iteration 21Q: 3 clusters Score -385977.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -386129.500000 Penalty: 3955.368408
	Iteration 22Q: 3 clusters Score -386129.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -386275.781250 Penalty: 3955.368408
	Iteration 23Q: 3 clusters Score -386275.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -386411.343750 Penalty: 3955.368408
	Iteration 24Q: 3 clusters Score -386411.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -386516.406250 Penalty: 3955.368408
	Iteration 25Q: 3 clusters Score -386516.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -386609.250000 Penalty: 3955.368408
	Iteration 26Q: 3 clusters Score -386609.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -386706.156250 Penalty: 3955.368408
	Iteration 27Q: 3 clusters Score -386706.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -386810.718750 Penalty: 3955.368408
	Iteration 28Q: 3 clusters Score -386810.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -386894.531250 Penalty: 3955.368408
	Iteration 29Q: 3 clusters Score -386894.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -386989.000000 Penalty: 3955.368408
	Iteration 30Q: 3 clusters Score -386989 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -387086.562500 Penalty: 3955.368408
	Iteration 31Q: 3 clusters Score -387086.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -387147.000000 Penalty: 3955.368408
	Iteration 32Q: 3 clusters Score -387147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -387182.187500 Penalty: 3955.368408
	Iteration 33Q: 3 clusters Score -387182.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -387194.562500 Penalty: 3955.368408
	Iteration 34Q: 3 clusters Score -387194.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -387204.000000 Penalty: 3955.368408
	Iteration 35Q: 3 clusters Score -387204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -387205.375000 Penalty: 3955.368408
	Iteration 36Q: 3 clusters Score -387205.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -387205.968750 Penalty: 3955.368408
	Iteration 37F: 3 clusters Score -387206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -387207.000000 Penalty: 3955.368408
	Iteration 38Q: 3 clusters Score -387207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -387208.687500 Penalty: 3955.368408
	Iteration 39Q: 3 clusters Score -387208.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -387209.093750 Penalty: 3955.368408
	Iteration 40F: 3 clusters Score -387209.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Entering Unmasked Estep 
Score: -836156.750000 Penalty: 2181.191650
	Iteration 0F: 2 clusters Score -836156.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -830695.187500 Penalty: 4362.383301
	Iteration 0F: 3 clusters Score -830695.2 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -832301.687500 Penalty: 4362.383301
	Iteration 1F: 3 clusters Score -832301.7 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -832803.562500 Penalty: 4362.383301
	Iteration 2F: 3 clusters Score -832803.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -833253.125000 Penalty: 4362.383301
	Iteration 3F: 3 clusters Score -833253.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -833620.562500 Penalty: 4362.383301
	Iteration 4F: 3 clusters Score -833620.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -833872.750000 Penalty: 4362.383301
	Iteration 5F: 3 clusters Score -833872.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -834067.562500 Penalty: 4362.383301
	Iteration 6Q: 3 clusters Score -834067.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -834230.125000 Penalty: 4362.383301
	Iteration 7Q: 3 clusters Score -834230.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -834349.937500 Penalty: 4362.383301
	Iteration 8Q: 3 clusters Score -834349.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -834429.687500 Penalty: 4362.383301
	Iteration 9Q: 3 clusters Score -834429.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -834488.000000 Penalty: 4362.383301
	Iteration 10Q: 3 clusters Score -834488 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -834532.500000 Penalty: 4362.383301
	Iteration 11Q: 3 clusters Score -834532.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -834566.937500 Penalty: 4362.383301
	Iteration 12Q: 3 clusters Score -834566.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -834590.000000 Penalty: 4362.383301
	Iteration 13Q: 3 clusters Score -834590 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -834608.375000 Penalty: 4362.383301
	Iteration 14Q: 3 clusters Score -834608.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -834628.750000 Penalty: 4362.383301
	Iteration 15Q: 3 clusters Score -834628.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -834644.312500 Penalty: 4362.383301
	Iteration 16Q: 3 clusters Score -834644.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -834655.375000 Penalty: 4362.383301
	Iteration 17Q: 3 clusters Score -834655.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -834662.562500 Penalty: 4362.383301
	Iteration 18Q: 3 clusters Score -834662.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -834667.625000 Penalty: 4362.383301
	Iteration 19Q: 3 clusters Score -834667.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -834671.062500 Penalty: 4362.383301
	Iteration 20F: 3 clusters Score -834671.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -834675.937500 Penalty: 4362.383301
	Iteration 21Q: 3 clusters Score -834675.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -834680.375000 Penalty: 4362.383301
	Iteration 22Q: 3 clusters Score -834680.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -834686.437500 Penalty: 4362.383301
	Iteration 23Q: 3 clusters Score -834686.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -834691.375000 Penalty: 4362.383301
	Iteration 24Q: 3 clusters Score -834691.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -834691.312500 Penalty: 4362.383301
	Iteration 25Q: 3 clusters Score -834691.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -834695.187500 Penalty: 4362.383301
	Iteration 26Q: 3 clusters Score -834695.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -834696.125000 Penalty: 4362.383301
	Iteration 27Q: 3 clusters Score -834696.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -834698.500000 Penalty: 4362.383301
	Iteration 28Q: 3 clusters Score -834698.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -834704.812500 Penalty: 4362.383301
	Iteration 29Q: 3 clusters Score -834704.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -834706.187500 Penalty: 4362.383301
	Iteration 30Q: 3 clusters Score -834706.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -834712.812500 Penalty: 4362.383301
	Iteration 31Q: 3 clusters Score -834712.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -834712.000000 Penalty: 4362.383301
	Iteration 32Q: 3 clusters Score -834712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -834714.250000 Penalty: 4362.383301
	Iteration 33Q: 3 clusters Score -834714.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -834712.750000 Penalty: 4362.383301
	Iteration 34Q: 3 clusters Score -834712.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -834713.375000 Penalty: 4362.383301
	Iteration 35Q: 3 clusters Score -834713.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -834715.500000 Penalty: 4362.383301
	Iteration 36Q: 3 clusters Score -834715.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -834716.937500 Penalty: 4362.383301
	Iteration 37Q: 3 clusters Score -834716.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -834719.000000 Penalty: 4362.383301
	Iteration 38Q: 3 clusters Score -834719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -834719.500000 Penalty: 4362.383301
	Iteration 39Q: 3 clusters Score -834719.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -834719.937500 Penalty: 4362.383301
	Iteration 40F: 3 clusters Score -834719.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -834721.250000 Penalty: 4362.383301
	Iteration 41Q: 3 clusters Score -834721.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -834722.625000 Penalty: 4362.383301
	Iteration 42Q: 3 clusters Score -834722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -834721.875000 Penalty: 4362.383301
	Iteration 43Q: 3 clusters Score -834721.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -834724.750000 Penalty: 4362.383301
	Iteration 44Q: 3 clusters Score -834724.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -834725.750000 Penalty: 4362.383301
	Iteration 45Q: 3 clusters Score -834725.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -834725.750000 Penalty: 4362.383301
	Iteration 46F: 3 clusters Score -834725.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -86184.875000 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -86184.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -84475.625000 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -84475.62 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84702.843750 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -84702.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -84761.000000 Penalty: 3250.750977
	Iteration 2Q: 3 clusters Score -84761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84804.890625 Penalty: 3250.750977
	Iteration 3Q: 3 clusters Score -84804.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84832.367188 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -84832.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -84859.515625 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -84859.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -84894.968750 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -84894.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -84934.632812 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -84934.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84964.234375 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -84964.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -85000.320312 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -85000.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -85009.664062 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -85009.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -85019.695312 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -85019.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -85022.921875 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -85022.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85023.960938 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -85023.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85023.960938 Penalty: 3250.750977
	Iteration 14F: 3 clusters Score -85023.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (160191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160191 members 
Entering Unmasked Estep 
Score: -21462874.000000 Penalty: 2972.062256
	Iteration 0F: 2 clusters Score -2.146287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79752 members 
Mstep: Class 2 contains 80439 members 
Entering Unmasked Estep 
Score: -21358486.000000 Penalty: 5944.124512
	Iteration 0F: 3 clusters Score -2.135849e+07 nChanged 76523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74635 members 
Mstep: Class 2 contains 85556 members 
Entering Unmasked Estep 
Score: -21403366.000000 Penalty: 5944.124512
	Iteration 1F: 3 clusters Score -2.140337e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71266 members 
Mstep: Class 2 contains 88925 members 
Entering Unmasked Estep 
Score: -21404796.000000 Penalty: 5944.124512
	Iteration 2Q: 3 clusters Score -2.14048e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66158 members 
Mstep: Class 2 contains 94033 members 
Entering Unmasked Estep 
Score: -21406984.000000 Penalty: 5944.124512
	Iteration 3Q: 3 clusters Score -2.140698e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58573 members 
Mstep: Class 2 contains 101618 members 
Entering Unmasked Estep 
Score: -21411026.000000 Penalty: 5944.124512
	Iteration 4F: 3 clusters Score -2.141103e+07 nChanged 11101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 112131 members 
Entering Unmasked Estep 
Score: -21417986.000000 Penalty: 5944.124512
	Iteration 5F: 3 clusters Score -2.141799e+07 nChanged 13123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 124836 members 
Entering Unmasked Estep 
Score: -21428656.000000 Penalty: 5944.124512
	Iteration 6F: 3 clusters Score -2.142866e+07 nChanged 13335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 137845 members 
Entering Unmasked Estep 
Score: -21441104.000000 Penalty: 5944.124512
	Iteration 7F: 3 clusters Score -2.14411e+07 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 148117 members 
Entering Unmasked Estep 
Score: -21452208.000000 Penalty: 5944.124512
	Iteration 8F: 3 clusters Score -2.145221e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 154521 members 
Entering Unmasked Estep 
Score: -21458088.000000 Penalty: 5944.124512
	Iteration 9Q: 3 clusters Score -2.145809e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 157455 members 
Entering Unmasked Estep 
Score: -21459968.000000 Penalty: 5944.124512
	Iteration 10Q: 3 clusters Score -2.145997e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 158576 members 
Entering Unmasked Estep 
Score: -21460672.000000 Penalty: 5944.124512
	Iteration 11Q: 3 clusters Score -2.146067e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 158941 members 
Entering Unmasked Estep 
Score: -21460976.000000 Penalty: 5944.124512
	Iteration 12Q: 3 clusters Score -2.146098e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 159051 members 
Entering Unmasked Estep 
Score: -21461154.000000 Penalty: 5944.124512
	Iteration 13Q: 3 clusters Score -2.146115e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 159061 members 
Entering Unmasked Estep 
Score: -21461272.000000 Penalty: 5944.124512
	Iteration 14Q: 3 clusters Score -2.146127e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 159042 members 
Entering Unmasked Estep 
Score: -21461390.000000 Penalty: 5944.124512
	Iteration 15Q: 3 clusters Score -2.146139e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 159024 members 
Entering Unmasked Estep 
Score: -21461430.000000 Penalty: 5944.124512
	Iteration 16Q: 3 clusters Score -2.146143e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 158992 members 
Entering Unmasked Estep 
Score: -21461478.000000 Penalty: 5944.124512
	Iteration 17Q: 3 clusters Score -2.146148e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 158959 members 
Entering Unmasked Estep 
Score: -21461532.000000 Penalty: 5944.124512
	Iteration 18Q: 3 clusters Score -2.146153e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 158933 members 
Entering Unmasked Estep 
Score: -21461582.000000 Penalty: 5944.124512
	Iteration 19Q: 3 clusters Score -2.146158e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 158910 members 
Entering Unmasked Estep 
Score: -21461592.000000 Penalty: 5944.124512
	Iteration 20F: 3 clusters Score -2.146159e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 158898 members 
Entering Unmasked Estep 
Score: -21461620.000000 Penalty: 5944.124512
	Iteration 21Q: 3 clusters Score -2.146162e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 158880 members 
Entering Unmasked Estep 
Score: -21461626.000000 Penalty: 5944.124512
	Iteration 22Q: 3 clusters Score -2.146163e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 158867 members 
Entering Unmasked Estep 
Score: -21461654.000000 Penalty: 5944.124512
	Iteration 23Q: 3 clusters Score -2.146165e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 158849 members 
Entering Unmasked Estep 
Score: -21461658.000000 Penalty: 5944.124512
	Iteration 24Q: 3 clusters Score -2.146166e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 158840 members 
Entering Unmasked Estep 
Score: -21461666.000000 Penalty: 5944.124512
	Iteration 25Q: 3 clusters Score -2.146167e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 158833 members 
Entering Unmasked Estep 
Score: -21461668.000000 Penalty: 5944.124512
	Iteration 26Q: 3 clusters Score -2.146167e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 158830 members 
Entering Unmasked Estep 
Score: -21461682.000000 Penalty: 5944.124512
	Iteration 27Q: 3 clusters Score -2.146168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 158829 members 
Entering Unmasked Estep 
Score: -21461674.000000 Penalty: 5944.124512
	Iteration 28Q: 3 clusters Score -2.146167e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 158825 members 
Entering Unmasked Estep 
Score: -21461678.000000 Penalty: 5944.124512
	Iteration 29Q: 3 clusters Score -2.146168e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 158820 members 
Entering Unmasked Estep 
Score: -21461692.000000 Penalty: 5944.124512
	Iteration 30Q: 3 clusters Score -2.146169e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 158809 members 
Entering Unmasked Estep 
Score: -21461702.000000 Penalty: 5944.124512
	Iteration 31Q: 3 clusters Score -2.14617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 158800 members 
Entering Unmasked Estep 
Score: -21461712.000000 Penalty: 5944.124512
	Iteration 32Q: 3 clusters Score -2.146171e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 158793 members 
Entering Unmasked Estep 
Score: -21461720.000000 Penalty: 5944.124512
	Iteration 33Q: 3 clusters Score -2.146172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 158792 members 
Entering Unmasked Estep 
Score: -21461724.000000 Penalty: 5944.124512
	Iteration 34Q: 3 clusters Score -2.146172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 158792 members 
Entering Unmasked Estep 
Score: -21461722.000000 Penalty: 5944.124512
	Iteration 35Q: 3 clusters Score -2.146172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 158793 members 
Entering Unmasked Estep 
Score: -21461742.000000 Penalty: 5944.124512
	Iteration 36Q: 3 clusters Score -2.146174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 158792 members 
Entering Unmasked Estep 
Score: -21461734.000000 Penalty: 5944.124512
	Iteration 37Q: 3 clusters Score -2.146173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 158788 members 
Entering Unmasked Estep 
Score: -21461752.000000 Penalty: 5944.124512
	Iteration 38Q: 3 clusters Score -2.146175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 158785 members 
Entering Unmasked Estep 
Score: -21461754.000000 Penalty: 5944.124512
	Iteration 39Q: 3 clusters Score -2.146175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 158783 members 
Entering Unmasked Estep 
Score: -21461748.000000 Penalty: 5944.124512
	Iteration 40F: 3 clusters Score -2.146175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 158784 members 
Entering Unmasked Estep 
Score: -21461758.000000 Penalty: 5944.124512
	Iteration 41Q: 3 clusters Score -2.146176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 158786 members 
Entering Unmasked Estep 
Score: -21461756.000000 Penalty: 5944.124512
	Iteration 42Q: 3 clusters Score -2.146176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 158786 members 
Entering Unmasked Estep 
Score: -21461758.000000 Penalty: 5944.124512
	Iteration 43Q: 3 clusters Score -2.146176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 158786 members 
Entering Unmasked Estep 
Score: -21461754.000000 Penalty: 5944.124512
	Iteration 44Q: 3 clusters Score -2.146175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 158784 members 
Entering Unmasked Estep 
Score: -21461736.000000 Penalty: 5944.124512
	Iteration 45Q: 3 clusters Score -2.146174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 158776 members 
Entering Unmasked Estep 
Score: -21461754.000000 Penalty: 5944.124512
	Iteration 46Q: 3 clusters Score -2.146175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 158773 members 
Entering Unmasked Estep 
Score: -21461754.000000 Penalty: 5944.124512
	Iteration 47Q: 3 clusters Score -2.146175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 158772 members 
Entering Unmasked Estep 
Score: -21461760.000000 Penalty: 5944.124512
	Iteration 48Q: 3 clusters Score -2.146176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 158773 members 
Entering Unmasked Estep 
Score: -21461756.000000 Penalty: 5944.124512
	Iteration 49Q: 3 clusters Score -2.146176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 158774 members 
Entering Unmasked Estep 
Score: -21461760.000000 Penalty: 5944.124512
	Iteration 50Q: 3 clusters Score -2.146176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 158771 members 
Entering Unmasked Estep 
Score: -21461754.000000 Penalty: 5944.124512
	Iteration 51Q: 3 clusters Score -2.146175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 158768 members 
Entering Unmasked Estep 
Score: -21461756.000000 Penalty: 5944.124512
	Iteration 52Q: 3 clusters Score -2.146176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 158766 members 
Entering Unmasked Estep 
Score: -21461744.000000 Penalty: 5944.124512
	Iteration 53Q: 3 clusters Score -2.146174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 158766 members 
Entering Unmasked Estep 
Score: -21461744.000000 Penalty: 5944.124512
	Iteration 54F: 3 clusters Score -2.146174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (166025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166025 members 
Entering Unmasked Estep 
Score: -22062820.000000 Penalty: 2980.933594
	Iteration 0F: 2 clusters Score -2.206282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82911 members 
Mstep: Class 2 contains 83114 members 
Entering Unmasked Estep 
Score: -21953582.000000 Penalty: 5961.867188
	Iteration 0F: 3 clusters Score -2.195358e+07 nChanged 79505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79498 members 
Mstep: Class 2 contains 86527 members 
Entering Unmasked Estep 
Score: -21999808.000000 Penalty: 5961.867188
	Iteration 1F: 3 clusters Score -2.199981e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77002 members 
Mstep: Class 2 contains 89023 members 
Entering Unmasked Estep 
Score: -22001304.000000 Penalty: 5961.867188
	Iteration 2Q: 3 clusters Score -2.20013e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72982 members 
Mstep: Class 2 contains 93043 members 
Entering Unmasked Estep 
Score: -22003762.000000 Penalty: 5961.867188
	Iteration 3Q: 3 clusters Score -2.200376e+07 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67033 members 
Mstep: Class 2 contains 98992 members 
Entering Unmasked Estep 
Score: -22007678.000000 Penalty: 5961.867188
	Iteration 4F: 3 clusters Score -2.200768e+07 nChanged 10621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58996 members 
Mstep: Class 2 contains 107029 members 
Entering Unmasked Estep 
Score: -22013756.000000 Penalty: 5961.867188
	Iteration 5F: 3 clusters Score -2.201376e+07 nChanged 12056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 116807 members 
Entering Unmasked Estep 
Score: -22021634.000000 Penalty: 5961.867188
	Iteration 6F: 3 clusters Score -2.202163e+07 nChanged 12158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 127383 members 
Entering Unmasked Estep 
Score: -22030224.000000 Penalty: 5961.867188
	Iteration 7F: 3 clusters Score -2.203022e+07 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 137797 members 
Entering Unmasked Estep 
Score: -22038712.000000 Penalty: 5961.867188
	Iteration 8F: 3 clusters Score -2.203871e+07 nChanged 9286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 146795 members 
Entering Unmasked Estep 
Score: -22046344.000000 Penalty: 5961.867188
	Iteration 9F: 3 clusters Score -2.204634e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 153934 members 
Entering Unmasked Estep 
Score: -22052202.000000 Penalty: 5961.867188
	Iteration 10Q: 3 clusters Score -2.20522e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 158935 members 
Entering Unmasked Estep 
Score: -22056002.000000 Penalty: 5961.867188
	Iteration 11Q: 3 clusters Score -2.2056e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 162089 members 
Entering Unmasked Estep 
Score: -22058144.000000 Penalty: 5961.867188
	Iteration 12Q: 3 clusters Score -2.205814e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 163838 members 
Entering Unmasked Estep 
Score: -22059202.000000 Penalty: 5961.867188
	Iteration 13Q: 3 clusters Score -2.20592e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 164702 members 
Entering Unmasked Estep 
Score: -22059708.000000 Penalty: 5961.867188
	Iteration 14Q: 3 clusters Score -2.205971e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 165106 members 
Entering Unmasked Estep 
Score: -22059936.000000 Penalty: 5961.867188
	Iteration 15Q: 3 clusters Score -2.205994e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 165303 members 
Entering Unmasked Estep 
Score: -22060048.000000 Penalty: 5961.867188
	Iteration 16Q: 3 clusters Score -2.206005e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 165398 members 
Entering Unmasked Estep 
Score: -22060126.000000 Penalty: 5961.867188
	Iteration 17Q: 3 clusters Score -2.206013e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 165449 members 
Entering Unmasked Estep 
Score: -22060160.000000 Penalty: 5961.867188
	Iteration 18Q: 3 clusters Score -2.206016e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 165493 members 
Entering Unmasked Estep 
Score: -22060138.000000 Penalty: 5961.867188
	Iteration 19Q: 3 clusters Score -2.206014e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 165511 members 
Entering Unmasked Estep 
Score: -22060166.000000 Penalty: 5961.867188
	Iteration 20F: 3 clusters Score -2.206017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 165524 members 
Entering Unmasked Estep 
Score: -22060186.000000 Penalty: 5961.867188
	Iteration 21Q: 3 clusters Score -2.206019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 165532 members 
Entering Unmasked Estep 
Score: -22060188.000000 Penalty: 5961.867188
	Iteration 22Q: 3 clusters Score -2.206019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 165533 members 
Entering Unmasked Estep 
Score: -22060192.000000 Penalty: 5961.867188
	Iteration 23Q: 3 clusters Score -2.206019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 165534 members 
Entering Unmasked Estep 
Score: -22060200.000000 Penalty: 5961.867188
	Iteration 24Q: 3 clusters Score -2.20602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 165534 members 
Entering Unmasked Estep 
Score: -22060200.000000 Penalty: 5961.867188
	Iteration 25F: 3 clusters Score -2.20602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Entering Unmasked Estep 
Score: -3304196.000000 Penalty: 2510.848389
	Iteration 0F: 2 clusters Score -3304196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -3286831.250000 Penalty: 5021.696777
	Iteration 0F: 3 clusters Score -3286831 nChanged 11132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -3292793.750000 Penalty: 5021.696777
	Iteration 1F: 3 clusters Score -3292794 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3293287.250000 Penalty: 5021.696777
	Iteration 2F: 3 clusters Score -3293287 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -3293803.750000 Penalty: 5021.696777
	Iteration 3Q: 3 clusters Score -3293804 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -3294390.500000 Penalty: 5021.696777
	Iteration 4Q: 3 clusters Score -3294390 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3294997.250000 Penalty: 5021.696777
	Iteration 5Q: 3 clusters Score -3294997 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -3295583.000000 Penalty: 5021.696777
	Iteration 6Q: 3 clusters Score -3295583 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -3296172.500000 Penalty: 5021.696777
	Iteration 7Q: 3 clusters Score -3296172 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3296796.500000 Penalty: 5021.696777
	Iteration 8Q: 3 clusters Score -3296796 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -3297406.250000 Penalty: 5021.696777
	Iteration 9Q: 3 clusters Score -3297406 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -3297997.250000 Penalty: 5021.696777
	Iteration 10Q: 3 clusters Score -3297997 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -3298563.250000 Penalty: 5021.696777
	Iteration 11Q: 3 clusters Score -3298563 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -3299020.000000 Penalty: 5021.696777
	Iteration 12Q: 3 clusters Score -3299020 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -3299366.250000 Penalty: 5021.696777
	Iteration 13Q: 3 clusters Score -3299366 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -3299628.500000 Penalty: 5021.696777
	Iteration 14Q: 3 clusters Score -3299628 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -3299793.250000 Penalty: 5021.696777
	Iteration 15Q: 3 clusters Score -3299793 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -3299920.250000 Penalty: 5021.696777
	Iteration 16Q: 3 clusters Score -3299920 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -3300001.000000 Penalty: 5021.696777
	Iteration 17Q: 3 clusters Score -3300001 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -3300086.250000 Penalty: 5021.696777
	Iteration 18Q: 3 clusters Score -3300086 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -3300156.250000 Penalty: 5021.696777
	Iteration 19Q: 3 clusters Score -3300156 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -3300251.500000 Penalty: 5021.696777
	Iteration 20F: 3 clusters Score -3300252 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -3300332.500000 Penalty: 5021.696777
	Iteration 21Q: 3 clusters Score -3300332 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -3300401.250000 Penalty: 5021.696777
	Iteration 22Q: 3 clusters Score -3300401 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -3300483.750000 Penalty: 5021.696777
	Iteration 23Q: 3 clusters Score -3300484 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -3300537.250000 Penalty: 5021.696777
	Iteration 24Q: 3 clusters Score -3300537 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -3300617.000000 Penalty: 5021.696777
	Iteration 25Q: 3 clusters Score -3300617 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -3300704.750000 Penalty: 5021.696777
	Iteration 26Q: 3 clusters Score -3300705 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -3300766.500000 Penalty: 5021.696777
	Iteration 27Q: 3 clusters Score -3300766 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -3300824.500000 Penalty: 5021.696777
	Iteration 28Q: 3 clusters Score -3300824 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3300911.500000 Penalty: 5021.696777
	Iteration 29Q: 3 clusters Score -3300912 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -3301010.500000 Penalty: 5021.696777
	Iteration 30Q: 3 clusters Score -3301010 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -3301121.750000 Penalty: 5021.696777
	Iteration 31Q: 3 clusters Score -3301122 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -3301232.250000 Penalty: 5021.696777
	Iteration 32Q: 3 clusters Score -3301232 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -3301352.250000 Penalty: 5021.696777
	Iteration 33Q: 3 clusters Score -3301352 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -3301433.500000 Penalty: 5021.696777
	Iteration 34Q: 3 clusters Score -3301434 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -3301526.250000 Penalty: 5021.696777
	Iteration 35Q: 3 clusters Score -3301526 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -3301607.750000 Penalty: 5021.696777
	Iteration 36Q: 3 clusters Score -3301608 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -3301674.750000 Penalty: 5021.696777
	Iteration 37Q: 3 clusters Score -3301675 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -3301750.250000 Penalty: 5021.696777
	Iteration 38Q: 3 clusters Score -3301750 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -3301785.500000 Penalty: 5021.696777
	Iteration 39Q: 3 clusters Score -3301786 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -3301821.000000 Penalty: 5021.696777
	Iteration 40F: 3 clusters Score -3301821 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -3301851.750000 Penalty: 5021.696777
	Iteration 41Q: 3 clusters Score -3301852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -3301871.000000 Penalty: 5021.696777
	Iteration 42Q: 3 clusters Score -3301871 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -3301893.500000 Penalty: 5021.696777
	Iteration 43Q: 3 clusters Score -3301894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -3301897.250000 Penalty: 5021.696777
	Iteration 44Q: 3 clusters Score -3301897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -3301915.000000 Penalty: 5021.696777
	Iteration 45Q: 3 clusters Score -3301915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -3301922.500000 Penalty: 5021.696777
	Iteration 46Q: 3 clusters Score -3301922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -3301921.250000 Penalty: 5021.696777
	Iteration 47Q: 3 clusters Score -3301921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -3301931.500000 Penalty: 5021.696777
	Iteration 48Q: 3 clusters Score -3301932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -3301937.000000 Penalty: 5021.696777
	Iteration 49Q: 3 clusters Score -3301937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -3301944.750000 Penalty: 5021.696777
	Iteration 50Q: 3 clusters Score -3301945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -3301948.750000 Penalty: 5021.696777
	Iteration 51Q: 3 clusters Score -3301949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -3301950.750000 Penalty: 5021.696777
	Iteration 52Q: 3 clusters Score -3301951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -3301957.000000 Penalty: 5021.696777
	Iteration 53Q: 3 clusters Score -3301957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -3301962.500000 Penalty: 5021.696777
	Iteration 54Q: 3 clusters Score -3301962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -3301968.000000 Penalty: 5021.696777
	Iteration 55Q: 3 clusters Score -3301968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -3301974.750000 Penalty: 5021.696777
	Iteration 56Q: 3 clusters Score -3301975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -3301978.500000 Penalty: 5021.696777
	Iteration 57Q: 3 clusters Score -3301978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -3301975.000000 Penalty: 5021.696777
	Iteration 58Q: 3 clusters Score -3301975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -3301976.250000 Penalty: 5021.696777
	Iteration 59Q: 3 clusters Score -3301976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -3301977.750000 Penalty: 5021.696777
	Iteration 60F: 3 clusters Score -3301978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -3301979.500000 Penalty: 5021.696777
	Iteration 61Q: 3 clusters Score -3301980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -3301980.250000 Penalty: 5021.696777
	Iteration 62Q: 3 clusters Score -3301980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -3301978.250000 Penalty: 5021.696777
	Iteration 63Q: 3 clusters Score -3301978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -3301976.500000 Penalty: 5021.696777
	Iteration 64Q: 3 clusters Score -3301976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -3301976.250000 Penalty: 5021.696777
	Iteration 65Q: 3 clusters Score -3301976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -3301976.250000 Penalty: 5021.696777
	Iteration 66F: 3 clusters Score -3301976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -39603.722656 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -39603.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38351.695312 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -38351.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38877.167969 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -38877.17 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -39265.437500 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -39265.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39613.277344 Penalty: 2952.808594
	Iteration 3F: 3 clusters Score -39613.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39749.574219 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -39749.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -39775.132812 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -39775.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39792.457031 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -39792.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39794.855469 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -39794.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39794.855469 Penalty: 2952.808594
	Iteration 8F: 3 clusters Score -39794.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3928 members 
Mstep: Class 3 contains 160257 members 
Mstep: Class 4 contains 73708 members 
Mstep: Class 5 contains 161989 members 
Mstep: Class 6 contains 86873 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 6602 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 160191 members 
Mstep: Class 11 contains 166025 members 
Mstep: Class 12 contains 24944 members 
Mstep: Class 13 contains 249 members 
Mstep: Class 14 contains 968 members 
Mstep: Class 15 contains 624 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5668 members 
Mstep: Class 18 contains 160154 members 
Mstep: Class 19 contains 138574 members 
Mstep: Class 20 contains 54007 members 
Mstep: Class 21 contains 163203 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 136 members 
Entering Unmasked Estep 
Score: -180441808.000000 Penalty: 87655.367188
Splitting cluster 13 changes total score from -180442256.000000 to -180441808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Entering Unmasked Estep 
Score: -113976.757812 Penalty: 1705.057617
	Iteration 0F: 2 clusters Score -113976.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -112228.203125 Penalty: 3410.115234
	Iteration 0F: 3 clusters Score -112228.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -112622.351562 Penalty: 3410.115234
	Iteration 1F: 3 clusters Score -112622.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -112734.601562 Penalty: 3410.115234
	Iteration 2F: 3 clusters Score -112734.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -112798.335938 Penalty: 3410.115234
	Iteration 3Q: 3 clusters Score -112798.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -112848.203125 Penalty: 3410.115234
	Iteration 4Q: 3 clusters Score -112848.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -112878.218750 Penalty: 3410.115234
	Iteration 5Q: 3 clusters Score -112878.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -112915.281250 Penalty: 3410.115234
	Iteration 6Q: 3 clusters Score -112915.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -112935.796875 Penalty: 3410.115234
	Iteration 7Q: 3 clusters Score -112935.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -112961.148438 Penalty: 3410.115234
	Iteration 8Q: 3 clusters Score -112961.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -112972.492188 Penalty: 3410.115234
	Iteration 9Q: 3 clusters Score -112972.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -112981.257812 Penalty: 3410.115234
	Iteration 10Q: 3 clusters Score -112981.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -112987.671875 Penalty: 3410.115234
	Iteration 11Q: 3 clusters Score -112987.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -112994.109375 Penalty: 3410.115234
	Iteration 12Q: 3 clusters Score -112994.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -112996.828125 Penalty: 3410.115234
	Iteration 13Q: 3 clusters Score -112996.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -112996.828125 Penalty: 3410.115234
	Iteration 14F: 3 clusters Score -112996.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -74572.960938 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -74572.96 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 303 members 
Entering Unmasked Estep 
Score: -72934.007812 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -72934.01 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73256.476562 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -73256.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -73470.703125 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -73470.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -73823.085938 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -73823.09 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74301.437500 Penalty: 3192.330566
	Iteration 4F: 3 clusters Score -74301.44 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -74970.843750 Penalty: 3192.330566
	Iteration 5F: 3 clusters Score -74970.84 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -75667.765625 Penalty: 3192.330566
	Iteration 6F: 3 clusters Score -75667.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -75870.265625 Penalty: 3192.330566
	Iteration 7F: 3 clusters Score -75870.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -75941.218750 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -75941.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -76007.476562 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -76007.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -76063.226562 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -76063.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -76143.367188 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -76143.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -76143.367188 Penalty: 3192.330566
	Iteration 12F: 3 clusters Score -76143.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3928 members 
Mstep: Class 3 contains 160257 members 
Mstep: Class 4 contains 73708 members 
Mstep: Class 5 contains 161989 members 
Mstep: Class 6 contains 86873 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 6602 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 160191 members 
Mstep: Class 11 contains 166025 members 
Mstep: Class 12 contains 24944 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 968 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5668 members 
Mstep: Class 18 contains 160154 members 
Mstep: Class 19 contains 138574 members 
Mstep: Class 20 contains 54007 members 
Mstep: Class 21 contains 163203 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 534 members 
Entering Unmasked Estep 
Score: -180443024.000000 Penalty: 87655.367188
Splitting cluster 15 changes total score from -180442256.000000 to -180443024.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -76067.664062 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -76067.66 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 300 members 
Entering Unmasked Estep 
Score: -74536.820312 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -74536.82 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75104.414062 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -75104.41 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -75411.929688 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -75411.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -75470.937500 Penalty: 3206.435791
	Iteration 3Q: 3 clusters Score -75470.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -75506.234375 Penalty: 3206.435791
	Iteration 4Q: 3 clusters Score -75506.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -75539.195312 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -75539.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -75594.039062 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -75594.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -75703.023438 Penalty: 3206.435791
	Iteration 7Q: 3 clusters Score -75703.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -75998.671875 Penalty: 3206.435791
	Iteration 8F: 3 clusters Score -75998.67 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -76663.968750 Penalty: 3206.435791
	Iteration 9F: 3 clusters Score -76663.97 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -76963.664062 Penalty: 3206.435791
	Iteration 10F: 3 clusters Score -76963.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -77135.015625 Penalty: 3206.435791
	Iteration 11F: 3 clusters Score -77135.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -77220.273438 Penalty: 3206.435791
	Iteration 12Q: 3 clusters Score -77220.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -77255.468750 Penalty: 3206.435791
	Iteration 13Q: 3 clusters Score -77255.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -77255.468750 Penalty: 3206.435791
	Iteration 14F: 3 clusters Score -77255.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3928 members 
Mstep: Class 3 contains 160257 members 
Mstep: Class 4 contains 73708 members 
Mstep: Class 5 contains 161989 members 
Mstep: Class 6 contains 86873 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 6602 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 160191 members 
Mstep: Class 11 contains 166025 members 
Mstep: Class 12 contains 24944 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 968 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 69 members 
Mstep: Class 17 contains 5668 members 
Mstep: Class 18 contains 160154 members 
Mstep: Class 19 contains 138574 members 
Mstep: Class 20 contains 54007 members 
Mstep: Class 21 contains 163203 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 534 members 
Mstep: Class 26 contains 573 members 
Entering Unmasked Estep 
Score: -180442096.000000 Penalty: 91161.578125
Splitting cluster 16 changes total score from -180442256.000000 to -180442096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (5668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Entering Unmasked Estep 
Score: -755422.625000 Penalty: 2143.362793
	Iteration 0F: 2 clusters Score -755422.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -750519.750000 Penalty: 4286.725586
	Iteration 0F: 3 clusters Score -750519.8 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -751790.812500 Penalty: 4286.725586
	Iteration 1F: 3 clusters Score -751790.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -752048.750000 Penalty: 4286.725586
	Iteration 2F: 3 clusters Score -752048.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -752254.625000 Penalty: 4286.725586
	Iteration 3F: 3 clusters Score -752254.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -752407.687500 Penalty: 4286.725586
	Iteration 4Q: 3 clusters Score -752407.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -752574.125000 Penalty: 4286.725586
	Iteration 5Q: 3 clusters Score -752574.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -752766.875000 Penalty: 4286.725586
	Iteration 6Q: 3 clusters Score -752766.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -752956.312500 Penalty: 4286.725586
	Iteration 7Q: 3 clusters Score -752956.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -753130.812500 Penalty: 4286.725586
	Iteration 8Q: 3 clusters Score -753130.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -753291.687500 Penalty: 4286.725586
	Iteration 9Q: 3 clusters Score -753291.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -753427.562500 Penalty: 4286.725586
	Iteration 10Q: 3 clusters Score -753427.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -753539.875000 Penalty: 4286.725586
	Iteration 11Q: 3 clusters Score -753539.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -753638.000000 Penalty: 4286.725586
	Iteration 12Q: 3 clusters Score -753638 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -753719.812500 Penalty: 4286.725586
	Iteration 13Q: 3 clusters Score -753719.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -753789.000000 Penalty: 4286.725586
	Iteration 14Q: 3 clusters Score -753789 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -753837.500000 Penalty: 4286.725586
	Iteration 15Q: 3 clusters Score -753837.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -753879.062500 Penalty: 4286.725586
	Iteration 16Q: 3 clusters Score -753879.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -753923.750000 Penalty: 4286.725586
	Iteration 17Q: 3 clusters Score -753923.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -753956.625000 Penalty: 4286.725586
	Iteration 18Q: 3 clusters Score -753956.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -753971.562500 Penalty: 4286.725586
	Iteration 19Q: 3 clusters Score -753971.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -753986.250000 Penalty: 4286.725586
	Iteration 20F: 3 clusters Score -753986.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -753995.875000 Penalty: 4286.725586
	Iteration 21Q: 3 clusters Score -753995.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -754003.125000 Penalty: 4286.725586
	Iteration 22Q: 3 clusters Score -754003.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -754006.187500 Penalty: 4286.725586
	Iteration 23Q: 3 clusters Score -754006.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -754007.375000 Penalty: 4286.725586
	Iteration 24Q: 3 clusters Score -754007.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -754009.250000 Penalty: 4286.725586
	Iteration 25Q: 3 clusters Score -754009.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -754009.125000 Penalty: 4286.725586
	Iteration 26Q: 3 clusters Score -754009.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -754008.875000 Penalty: 4286.725586
	Iteration 27Q: 3 clusters Score -754008.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -754008.750000 Penalty: 4286.725586
	Iteration 28Q: 3 clusters Score -754008.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -754008.812500 Penalty: 4286.725586
	Iteration 29Q: 3 clusters Score -754008.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -754010.562500 Penalty: 4286.725586
	Iteration 30Q: 3 clusters Score -754010.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -754011.125000 Penalty: 4286.725586
	Iteration 31Q: 3 clusters Score -754011.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -754011.250000 Penalty: 4286.725586
	Iteration 32Q: 3 clusters Score -754011.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -754013.375000 Penalty: 4286.725586
	Iteration 33Q: 3 clusters Score -754013.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -754016.750000 Penalty: 4286.725586
	Iteration 34Q: 3 clusters Score -754016.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -754016.000000 Penalty: 4286.725586
	Iteration 35Q: 3 clusters Score -754016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -754016.375000 Penalty: 4286.725586
	Iteration 36Q: 3 clusters Score -754016.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -754015.500000 Penalty: 4286.725586
	Iteration 37Q: 3 clusters Score -754015.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -754016.312500 Penalty: 4286.725586
	Iteration 38Q: 3 clusters Score -754016.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -754016.312500 Penalty: 4286.725586
	Iteration 39F: 3 clusters Score -754016.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (160154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160154 members 
Entering Unmasked Estep 
Score: -21276204.000000 Penalty: 2972.005127
	Iteration 0F: 2 clusters Score -2.12762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80095 members 
Mstep: Class 2 contains 80059 members 
Entering Unmasked Estep 
Score: -21172082.000000 Penalty: 5944.010254
	Iteration 0F: 3 clusters Score -2.117208e+07 nChanged 76589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82108 members 
Mstep: Class 2 contains 78046 members 
Entering Unmasked Estep 
Score: -21216764.000000 Penalty: 5944.010254
	Iteration 1F: 3 clusters Score -2.121676e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83219 members 
Mstep: Class 2 contains 76935 members 
Entering Unmasked Estep 
Score: -21218172.000000 Penalty: 5944.010254
	Iteration 2Q: 3 clusters Score -2.121817e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84947 members 
Mstep: Class 2 contains 75207 members 
Entering Unmasked Estep 
Score: -21220544.000000 Penalty: 5944.010254
	Iteration 3Q: 3 clusters Score -2.122054e+07 nChanged 7709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87630 members 
Mstep: Class 2 contains 72524 members 
Entering Unmasked Estep 
Score: -21224006.000000 Penalty: 5944.010254
	Iteration 4Q: 3 clusters Score -2.122401e+07 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91498 members 
Mstep: Class 2 contains 68656 members 
Entering Unmasked Estep 
Score: -21228826.000000 Penalty: 5944.010254
	Iteration 5F: 3 clusters Score -2.122883e+07 nChanged 10795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96759 members 
Mstep: Class 2 contains 63395 members 
Entering Unmasked Estep 
Score: -21235470.000000 Penalty: 5944.010254
	Iteration 6F: 3 clusters Score -2.123547e+07 nChanged 11358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102815 members 
Mstep: Class 2 contains 57339 members 
Entering Unmasked Estep 
Score: -21243820.000000 Penalty: 5944.010254
	Iteration 7F: 3 clusters Score -2.124382e+07 nChanged 10717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108564 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
Score: -21252304.000000 Penalty: 5944.010254
	Iteration 8F: 3 clusters Score -2.12523e+07 nChanged 8379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112757 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -21258112.000000 Penalty: 5944.010254
	Iteration 9F: 3 clusters Score -2.125811e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115816 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -21260982.000000 Penalty: 5944.010254
	Iteration 10Q: 3 clusters Score -2.126098e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118406 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -21262340.000000 Penalty: 5944.010254
	Iteration 11Q: 3 clusters Score -2.126234e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120843 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -21263484.000000 Penalty: 5944.010254
	Iteration 12Q: 3 clusters Score -2.126348e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123243 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -21264564.000000 Penalty: 5944.010254
	Iteration 13Q: 3 clusters Score -2.126456e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125655 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -21265652.000000 Penalty: 5944.010254
	Iteration 14Q: 3 clusters Score -2.126565e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128002 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -21266658.000000 Penalty: 5944.010254
	Iteration 15Q: 3 clusters Score -2.126666e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130241 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -21267630.000000 Penalty: 5944.010254
	Iteration 16Q: 3 clusters Score -2.126763e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132392 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -21268550.000000 Penalty: 5944.010254
	Iteration 17Q: 3 clusters Score -2.126855e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134414 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -21269332.000000 Penalty: 5944.010254
	Iteration 18Q: 3 clusters Score -2.126933e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136305 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -21269946.000000 Penalty: 5944.010254
	Iteration 19Q: 3 clusters Score -2.126995e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138055 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -21270522.000000 Penalty: 5944.010254
	Iteration 20F: 3 clusters Score -2.127052e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139687 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -21271170.000000 Penalty: 5944.010254
	Iteration 21Q: 3 clusters Score -2.127117e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141239 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -21271770.000000 Penalty: 5944.010254
	Iteration 22Q: 3 clusters Score -2.127177e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142654 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -21272358.000000 Penalty: 5944.010254
	Iteration 23Q: 3 clusters Score -2.127236e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144008 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -21272816.000000 Penalty: 5944.010254
	Iteration 24Q: 3 clusters Score -2.127282e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145273 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -21273296.000000 Penalty: 5944.010254
	Iteration 25Q: 3 clusters Score -2.12733e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146472 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -21273746.000000 Penalty: 5944.010254
	Iteration 26Q: 3 clusters Score -2.127375e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147600 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -21274068.000000 Penalty: 5944.010254
	Iteration 27Q: 3 clusters Score -2.127407e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148695 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -21274386.000000 Penalty: 5944.010254
	Iteration 28Q: 3 clusters Score -2.127439e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149712 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -21274738.000000 Penalty: 5944.010254
	Iteration 29Q: 3 clusters Score -2.127474e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150673 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -21274912.000000 Penalty: 5944.010254
	Iteration 30Q: 3 clusters Score -2.127491e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151516 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -21275062.000000 Penalty: 5944.010254
	Iteration 31Q: 3 clusters Score -2.127506e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152297 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -21275278.000000 Penalty: 5944.010254
	Iteration 32Q: 3 clusters Score -2.127528e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153009 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -21275374.000000 Penalty: 5944.010254
	Iteration 33Q: 3 clusters Score -2.127537e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153675 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -21275420.000000 Penalty: 5944.010254
	Iteration 34Q: 3 clusters Score -2.127542e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154232 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -21275414.000000 Penalty: 5944.010254
	Iteration 35Q: 3 clusters Score -2.127541e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154691 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -21275416.000000 Penalty: 5944.010254
	Iteration 36Q: 3 clusters Score -2.127542e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155041 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -21275394.000000 Penalty: 5944.010254
	Iteration 37Q: 3 clusters Score -2.127539e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155381 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -21275368.000000 Penalty: 5944.010254
	Iteration 38Q: 3 clusters Score -2.127537e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155640 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -21275360.000000 Penalty: 5944.010254
	Iteration 39Q: 3 clusters Score -2.127536e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155883 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -21275360.000000 Penalty: 5944.010254
	Iteration 40F: 3 clusters Score -2.127536e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156095 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -21275402.000000 Penalty: 5944.010254
	Iteration 41Q: 3 clusters Score -2.12754e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156286 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -21275392.000000 Penalty: 5944.010254
	Iteration 42Q: 3 clusters Score -2.127539e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156445 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -21275350.000000 Penalty: 5944.010254
	Iteration 43Q: 3 clusters Score -2.127535e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156594 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -21275344.000000 Penalty: 5944.010254
	Iteration 44Q: 3 clusters Score -2.127534e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156727 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -21275288.000000 Penalty: 5944.010254
	Iteration 45Q: 3 clusters Score -2.127529e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156840 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -21275272.000000 Penalty: 5944.010254
	Iteration 46Q: 3 clusters Score -2.127527e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156922 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -21275250.000000 Penalty: 5944.010254
	Iteration 47Q: 3 clusters Score -2.127525e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156988 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -21275300.000000 Penalty: 5944.010254
	Iteration 48Q: 3 clusters Score -2.12753e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157045 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -21275306.000000 Penalty: 5944.010254
	Iteration 49Q: 3 clusters Score -2.127531e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157097 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -21275300.000000 Penalty: 5944.010254
	Iteration 50Q: 3 clusters Score -2.12753e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157151 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -21275290.000000 Penalty: 5944.010254
	Iteration 51Q: 3 clusters Score -2.127529e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157196 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -21275302.000000 Penalty: 5944.010254
	Iteration 52Q: 3 clusters Score -2.12753e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157226 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -21275312.000000 Penalty: 5944.010254
	Iteration 53Q: 3 clusters Score -2.127531e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157264 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -21275306.000000 Penalty: 5944.010254
	Iteration 54Q: 3 clusters Score -2.127531e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157297 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -21275310.000000 Penalty: 5944.010254
	Iteration 55Q: 3 clusters Score -2.127531e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157321 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -21275306.000000 Penalty: 5944.010254
	Iteration 56Q: 3 clusters Score -2.127531e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157342 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -21275314.000000 Penalty: 5944.010254
	Iteration 57Q: 3 clusters Score -2.127531e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157358 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -21275308.000000 Penalty: 5944.010254
	Iteration 58Q: 3 clusters Score -2.127531e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157373 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -21275320.000000 Penalty: 5944.010254
	Iteration 59Q: 3 clusters Score -2.127532e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157390 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -21275314.000000 Penalty: 5944.010254
	Iteration 60F: 3 clusters Score -2.127531e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157406 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -21275294.000000 Penalty: 5944.010254
	Iteration 61Q: 3 clusters Score -2.127529e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157430 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -21275286.000000 Penalty: 5944.010254
	Iteration 62Q: 3 clusters Score -2.127529e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157456 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -21275278.000000 Penalty: 5944.010254
	Iteration 63Q: 3 clusters Score -2.127528e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157481 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -21275286.000000 Penalty: 5944.010254
	Iteration 64Q: 3 clusters Score -2.127529e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157503 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -21275264.000000 Penalty: 5944.010254
	Iteration 65Q: 3 clusters Score -2.127526e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157521 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -21275274.000000 Penalty: 5944.010254
	Iteration 66Q: 3 clusters Score -2.127527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157532 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -21275252.000000 Penalty: 5944.010254
	Iteration 67Q: 3 clusters Score -2.127525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157542 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -21275264.000000 Penalty: 5944.010254
	Iteration 68Q: 3 clusters Score -2.127526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157556 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -21275288.000000 Penalty: 5944.010254
	Iteration 69Q: 3 clusters Score -2.127529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157575 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -21275276.000000 Penalty: 5944.010254
	Iteration 70Q: 3 clusters Score -2.127528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157583 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -21275278.000000 Penalty: 5944.010254
	Iteration 71Q: 3 clusters Score -2.127528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157588 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -21275282.000000 Penalty: 5944.010254
	Iteration 72Q: 3 clusters Score -2.127528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157594 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -21275282.000000 Penalty: 5944.010254
	Iteration 73Q: 3 clusters Score -2.127528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157600 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -21275282.000000 Penalty: 5944.010254
	Iteration 74Q: 3 clusters Score -2.127528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157606 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -21275290.000000 Penalty: 5944.010254
	Iteration 75Q: 3 clusters Score -2.127529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157606 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -21275290.000000 Penalty: 5944.010254
	Iteration 76F: 3 clusters Score -2.127529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (138574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138574 members 
Entering Unmasked Estep 
Score: -18493658.000000 Penalty: 2936.111572
	Iteration 0F: 2 clusters Score -1.849366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 69567 members 
Entering Unmasked Estep 
Score: -18401604.000000 Penalty: 5872.223145
	Iteration 0F: 3 clusters Score -1.84016e+07 nChanged 65852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65879 members 
Mstep: Class 2 contains 72695 members 
Entering Unmasked Estep 
Score: -18439370.000000 Penalty: 5872.223145
	Iteration 1F: 3 clusters Score -1.843937e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63892 members 
Mstep: Class 2 contains 74682 members 
Entering Unmasked Estep 
Score: -18440238.000000 Penalty: 5872.223145
	Iteration 2Q: 3 clusters Score -1.844024e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60756 members 
Mstep: Class 2 contains 77818 members 
Entering Unmasked Estep 
Score: -18441434.000000 Penalty: 5872.223145
	Iteration 3Q: 3 clusters Score -1.844143e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56059 members 
Mstep: Class 2 contains 82515 members 
Entering Unmasked Estep 
Score: -18443430.000000 Penalty: 5872.223145
	Iteration 4Q: 3 clusters Score -1.844343e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 89586 members 
Entering Unmasked Estep 
Score: -18447220.000000 Penalty: 5872.223145
	Iteration 5F: 3 clusters Score -1.844722e+07 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 99602 members 
Entering Unmasked Estep 
Score: -18454044.000000 Penalty: 5872.223145
	Iteration 6F: 3 clusters Score -1.845404e+07 nChanged 12561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 112155 members 
Entering Unmasked Estep 
Score: -18464848.000000 Penalty: 5872.223145
	Iteration 7F: 3 clusters Score -1.846485e+07 nChanged 12430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 124585 members 
Entering Unmasked Estep 
Score: -18477108.000000 Penalty: 5872.223145
	Iteration 8F: 3 clusters Score -1.847711e+07 nChanged 8434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 133019 members 
Entering Unmasked Estep 
Score: -18485728.000000 Penalty: 5872.223145
	Iteration 9F: 3 clusters Score -1.848573e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 136731 members 
Entering Unmasked Estep 
Score: -18489378.000000 Penalty: 5872.223145
	Iteration 10Q: 3 clusters Score -1.848938e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 137909 members 
Entering Unmasked Estep 
Score: -18490454.000000 Penalty: 5872.223145
	Iteration 11Q: 3 clusters Score -1.849045e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 138210 members 
Entering Unmasked Estep 
Score: -18490798.000000 Penalty: 5872.223145
	Iteration 12Q: 3 clusters Score -1.84908e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 138300 members 
Entering Unmasked Estep 
Score: -18490938.000000 Penalty: 5872.223145
	Iteration 13Q: 3 clusters Score -1.849094e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 138329 members 
Entering Unmasked Estep 
Score: -18490994.000000 Penalty: 5872.223145
	Iteration 14Q: 3 clusters Score -1.849099e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 138339 members 
Entering Unmasked Estep 
Score: -18491022.000000 Penalty: 5872.223145
	Iteration 15Q: 3 clusters Score -1.849102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 138339 members 
Entering Unmasked Estep 
Score: -18491028.000000 Penalty: 5872.223145
	Iteration 16Q: 3 clusters Score -1.849103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 138346 members 
Entering Unmasked Estep 
Score: -18491034.000000 Penalty: 5872.223145
	Iteration 17Q: 3 clusters Score -1.849103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 138352 members 
Entering Unmasked Estep 
Score: -18491052.000000 Penalty: 5872.223145
	Iteration 18Q: 3 clusters Score -1.849105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 138356 members 
Entering Unmasked Estep 
Score: -18491052.000000 Penalty: 5872.223145
	Iteration 19Q: 3 clusters Score -1.849105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 138356 members 
Entering Unmasked Estep 
Score: -18491054.000000 Penalty: 5872.223145
	Iteration 20F: 3 clusters Score -1.849105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 138357 members 
Entering Unmasked Estep 
Score: -18491062.000000 Penalty: 5872.223145
	Iteration 21Q: 3 clusters Score -1.849106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 138359 members 
Entering Unmasked Estep 
Score: -18491062.000000 Penalty: 5872.223145
	Iteration 22Q: 3 clusters Score -1.849106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 138360 members 
Entering Unmasked Estep 
Score: -18491072.000000 Penalty: 5872.223145
	Iteration 23Q: 3 clusters Score -1.849107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 138360 members 
Entering Unmasked Estep 
Score: -18491066.000000 Penalty: 5872.223145
	Iteration 24Q: 3 clusters Score -1.849107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 138360 members 
Entering Unmasked Estep 
Score: -18491066.000000 Penalty: 5872.223145
	Iteration 25F: 3 clusters Score -1.849107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (54007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54007 members 
Entering Unmasked Estep 
Score: -7495252.500000 Penalty: 2702.423340
	Iteration 0F: 2 clusters Score -7495252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -7458823.000000 Penalty: 5404.846680
	Iteration 0F: 3 clusters Score -7458823 nChanged 25087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -7472686.000000 Penalty: 5404.846680
	Iteration 1F: 3 clusters Score -7472686 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -7473255.500000 Penalty: 5404.846680
	Iteration 2Q: 3 clusters Score -7473256 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -7473830.000000 Penalty: 5404.846680
	Iteration 3Q: 3 clusters Score -7473830 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -7474473.500000 Penalty: 5404.846680
	Iteration 4Q: 3 clusters Score -7474474 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -7475383.000000 Penalty: 5404.846680
	Iteration 5Q: 3 clusters Score -7475383 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -7476671.000000 Penalty: 5404.846680
	Iteration 6Q: 3 clusters Score -7476671 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -7478537.000000 Penalty: 5404.846680
	Iteration 7F: 3 clusters Score -7478537 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -7481087.000000 Penalty: 5404.846680
	Iteration 8F: 3 clusters Score -7481087 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -7484014.000000 Penalty: 5404.846680
	Iteration 9F: 3 clusters Score -7484014 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -7486761.000000 Penalty: 5404.846680
	Iteration 10F: 3 clusters Score -7486761 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -7488792.000000 Penalty: 5404.846680
	Iteration 11Q: 3 clusters Score -7488792 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -7490218.000000 Penalty: 5404.846680
	Iteration 12Q: 3 clusters Score -7490218 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
Score: -7491162.500000 Penalty: 5404.846680
	Iteration 13Q: 3 clusters Score -7491162 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -7491747.500000 Penalty: 5404.846680
	Iteration 14Q: 3 clusters Score -7491748 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 52749 members 
Entering Unmasked Estep 
Score: -7492127.500000 Penalty: 5404.846680
	Iteration 15Q: 3 clusters Score -7492128 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -7492394.500000 Penalty: 5404.846680
	Iteration 16Q: 3 clusters Score -7492394 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 53228 members 
Entering Unmasked Estep 
Score: -7492579.500000 Penalty: 5404.846680
	Iteration 17Q: 3 clusters Score -7492580 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 53329 members 
Entering Unmasked Estep 
Score: -7492669.500000 Penalty: 5404.846680
	Iteration 18Q: 3 clusters Score -7492670 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 53408 members 
Entering Unmasked Estep 
Score: -7492736.500000 Penalty: 5404.846680
	Iteration 19Q: 3 clusters Score -7492736 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -7492770.000000 Penalty: 5404.846680
	Iteration 20F: 3 clusters Score -7492770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 53492 members 
Entering Unmasked Estep 
Score: -7492789.500000 Penalty: 5404.846680
	Iteration 21Q: 3 clusters Score -7492790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 53518 members 
Entering Unmasked Estep 
Score: -7492811.500000 Penalty: 5404.846680
	Iteration 22Q: 3 clusters Score -7492812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 53532 members 
Entering Unmasked Estep 
Score: -7492830.500000 Penalty: 5404.846680
	Iteration 23Q: 3 clusters Score -7492830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 53547 members 
Entering Unmasked Estep 
Score: -7492840.000000 Penalty: 5404.846680
	Iteration 24Q: 3 clusters Score -7492840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 53555 members 
Entering Unmasked Estep 
Score: -7492849.000000 Penalty: 5404.846680
	Iteration 25Q: 3 clusters Score -7492849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 53563 members 
Entering Unmasked Estep 
Score: -7492863.000000 Penalty: 5404.846680
	Iteration 26Q: 3 clusters Score -7492863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -7492866.500000 Penalty: 5404.846680
	Iteration 27Q: 3 clusters Score -7492866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 53577 members 
Entering Unmasked Estep 
Score: -7492875.500000 Penalty: 5404.846680
	Iteration 28Q: 3 clusters Score -7492876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 53581 members 
Entering Unmasked Estep 
Score: -7492878.500000 Penalty: 5404.846680
	Iteration 29Q: 3 clusters Score -7492878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -7492878.500000 Penalty: 5404.846680
	Iteration 30Q: 3 clusters Score -7492878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 53593 members 
Entering Unmasked Estep 
Score: -7492883.000000 Penalty: 5404.846680
	Iteration 31Q: 3 clusters Score -7492883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -7492891.500000 Penalty: 5404.846680
	Iteration 32Q: 3 clusters Score -7492892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -7492892.500000 Penalty: 5404.846680
	Iteration 33Q: 3 clusters Score -7492892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
Score: -7492886.500000 Penalty: 5404.846680
	Iteration 34Q: 3 clusters Score -7492886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -7492890.500000 Penalty: 5404.846680
	Iteration 35Q: 3 clusters Score -7492890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
Score: -7492896.500000 Penalty: 5404.846680
	Iteration 36Q: 3 clusters Score -7492896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -7492902.000000 Penalty: 5404.846680
	Iteration 37Q: 3 clusters Score -7492902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 53602 members 
Entering Unmasked Estep 
Score: -7492903.500000 Penalty: 5404.846680
	Iteration 38Q: 3 clusters Score -7492904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -7492903.500000 Penalty: 5404.846680
	Iteration 39Q: 3 clusters Score -7492904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -7492899.000000 Penalty: 5404.846680
	Iteration 40F: 3 clusters Score -7492899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (163203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163203 members 
Entering Unmasked Estep 
Score: -22153392.000000 Penalty: 2976.682129
	Iteration 0F: 2 clusters Score -2.215339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81559 members 
Mstep: Class 2 contains 81644 members 
Entering Unmasked Estep 
Score: -22047374.000000 Penalty: 5953.364258
	Iteration 0F: 3 clusters Score -2.204737e+07 nChanged 78105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82620 members 
Mstep: Class 2 contains 80583 members 
Entering Unmasked Estep 
Score: -22092140.000000 Penalty: 5953.364258
	Iteration 1F: 3 clusters Score -2.209214e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83071 members 
Mstep: Class 2 contains 80132 members 
Entering Unmasked Estep 
Score: -22093160.000000 Penalty: 5953.364258
	Iteration 2Q: 3 clusters Score -2.209316e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83652 members 
Mstep: Class 2 contains 79551 members 
Entering Unmasked Estep 
Score: -22094082.000000 Penalty: 5953.364258
	Iteration 3Q: 3 clusters Score -2.209408e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84430 members 
Mstep: Class 2 contains 78773 members 
Entering Unmasked Estep 
Score: -22095266.000000 Penalty: 5953.364258
	Iteration 4Q: 3 clusters Score -2.209527e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85554 members 
Mstep: Class 2 contains 77649 members 
Entering Unmasked Estep 
Score: -22096792.000000 Penalty: 5953.364258
	Iteration 5Q: 3 clusters Score -2.209679e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87206 members 
Mstep: Class 2 contains 75997 members 
Entering Unmasked Estep 
Score: -22099078.000000 Penalty: 5953.364258
	Iteration 6Q: 3 clusters Score -2.209908e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89419 members 
Mstep: Class 2 contains 73784 members 
Entering Unmasked Estep 
Score: -22103108.000000 Penalty: 5953.364258
	Iteration 7Q: 3 clusters Score -2.210311e+07 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92186 members 
Mstep: Class 2 contains 71017 members 
Entering Unmasked Estep 
Score: -22109654.000000 Penalty: 5953.364258
	Iteration 8F: 3 clusters Score -2.210965e+07 nChanged 10560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94850 members 
Mstep: Class 2 contains 68353 members 
Entering Unmasked Estep 
Score: -22118446.000000 Penalty: 5953.364258
	Iteration 9F: 3 clusters Score -2.211845e+07 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96705 members 
Mstep: Class 2 contains 66498 members 
Entering Unmasked Estep 
Score: -22125504.000000 Penalty: 5953.364258
	Iteration 10F: 3 clusters Score -2.21255e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97870 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -22128404.000000 Penalty: 5953.364258
	Iteration 11Q: 3 clusters Score -2.21284e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98970 members 
Mstep: Class 2 contains 64233 members 
Entering Unmasked Estep 
Score: -22129532.000000 Penalty: 5953.364258
	Iteration 12Q: 3 clusters Score -2.212953e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100109 members 
Mstep: Class 2 contains 63094 members 
Entering Unmasked Estep 
Score: -22130356.000000 Penalty: 5953.364258
	Iteration 13Q: 3 clusters Score -2.213036e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101249 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -22131124.000000 Penalty: 5953.364258
	Iteration 14Q: 3 clusters Score -2.213112e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102374 members 
Mstep: Class 2 contains 60829 members 
Entering Unmasked Estep 
Score: -22131806.000000 Penalty: 5953.364258
	Iteration 15Q: 3 clusters Score -2.213181e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103467 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -22132620.000000 Penalty: 5953.364258
	Iteration 16Q: 3 clusters Score -2.213262e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104620 members 
Mstep: Class 2 contains 58583 members 
Entering Unmasked Estep 
Score: -22133528.000000 Penalty: 5953.364258
	Iteration 17Q: 3 clusters Score -2.213353e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105749 members 
Mstep: Class 2 contains 57454 members 
Entering Unmasked Estep 
Score: -22134584.000000 Penalty: 5953.364258
	Iteration 18Q: 3 clusters Score -2.213458e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106901 members 
Mstep: Class 2 contains 56302 members 
Entering Unmasked Estep 
Score: -22135390.000000 Penalty: 5953.364258
	Iteration 19Q: 3 clusters Score -2.213539e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108011 members 
Mstep: Class 2 contains 55192 members 
Entering Unmasked Estep 
Score: -22136260.000000 Penalty: 5953.364258
	Iteration 20F: 3 clusters Score -2.213626e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109141 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -22137178.000000 Penalty: 5953.364258
	Iteration 21Q: 3 clusters Score -2.213718e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110294 members 
Mstep: Class 2 contains 52909 members 
Entering Unmasked Estep 
Score: -22137976.000000 Penalty: 5953.364258
	Iteration 22Q: 3 clusters Score -2.213798e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111486 members 
Mstep: Class 2 contains 51717 members 
Entering Unmasked Estep 
Score: -22138588.000000 Penalty: 5953.364258
	Iteration 23Q: 3 clusters Score -2.213859e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112505 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -22139230.000000 Penalty: 5953.364258
	Iteration 24Q: 3 clusters Score -2.213923e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113504 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
Score: -22139872.000000 Penalty: 5953.364258
	Iteration 25Q: 3 clusters Score -2.213987e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114496 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -22140278.000000 Penalty: 5953.364258
	Iteration 26Q: 3 clusters Score -2.214028e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115438 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -22140876.000000 Penalty: 5953.364258
	Iteration 27Q: 3 clusters Score -2.214088e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116410 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -22141180.000000 Penalty: 5953.364258
	Iteration 28Q: 3 clusters Score -2.214118e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117345 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -22141556.000000 Penalty: 5953.364258
	Iteration 29Q: 3 clusters Score -2.214156e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118241 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -22141850.000000 Penalty: 5953.364258
	Iteration 30Q: 3 clusters Score -2.214185e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119046 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -22142080.000000 Penalty: 5953.364258
	Iteration 31Q: 3 clusters Score -2.214208e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119834 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -22142316.000000 Penalty: 5953.364258
	Iteration 32Q: 3 clusters Score -2.214232e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120600 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -22142604.000000 Penalty: 5953.364258
	Iteration 33Q: 3 clusters Score -2.21426e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121416 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -22142856.000000 Penalty: 5953.364258
	Iteration 34Q: 3 clusters Score -2.214286e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122185 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -22142992.000000 Penalty: 5953.364258
	Iteration 35Q: 3 clusters Score -2.214299e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122936 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -22143180.000000 Penalty: 5953.364258
	Iteration 36Q: 3 clusters Score -2.214318e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123657 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -22143264.000000 Penalty: 5953.364258
	Iteration 37Q: 3 clusters Score -2.214326e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124312 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -22143430.000000 Penalty: 5953.364258
	Iteration 38Q: 3 clusters Score -2.214343e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125049 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -22143618.000000 Penalty: 5953.364258
	Iteration 39Q: 3 clusters Score -2.214362e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125759 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -22143660.000000 Penalty: 5953.364258
	Iteration 40F: 3 clusters Score -2.214366e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126443 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -22143794.000000 Penalty: 5953.364258
	Iteration 41Q: 3 clusters Score -2.214379e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127159 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -22143934.000000 Penalty: 5953.364258
	Iteration 42Q: 3 clusters Score -2.214393e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127899 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -22144032.000000 Penalty: 5953.364258
	Iteration 43Q: 3 clusters Score -2.214403e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128608 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -22144172.000000 Penalty: 5953.364258
	Iteration 44Q: 3 clusters Score -2.214417e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129308 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -22144366.000000 Penalty: 5953.364258
	Iteration 45Q: 3 clusters Score -2.214437e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130065 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -22144416.000000 Penalty: 5953.364258
	Iteration 46Q: 3 clusters Score -2.214442e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130792 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -22144570.000000 Penalty: 5953.364258
	Iteration 47Q: 3 clusters Score -2.214457e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131520 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -22144662.000000 Penalty: 5953.364258
	Iteration 48Q: 3 clusters Score -2.214466e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132302 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -22144742.000000 Penalty: 5953.364258
	Iteration 49Q: 3 clusters Score -2.214474e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133062 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -22144826.000000 Penalty: 5953.364258
	Iteration 50Q: 3 clusters Score -2.214483e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133738 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -22145038.000000 Penalty: 5953.364258
	Iteration 51Q: 3 clusters Score -2.214504e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134445 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -22145250.000000 Penalty: 5953.364258
	Iteration 52Q: 3 clusters Score -2.214525e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135184 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -22145346.000000 Penalty: 5953.364258
	Iteration 53Q: 3 clusters Score -2.214535e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135894 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -22145470.000000 Penalty: 5953.364258
	Iteration 54Q: 3 clusters Score -2.214547e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136661 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -22145600.000000 Penalty: 5953.364258
	Iteration 55Q: 3 clusters Score -2.21456e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137456 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -22145772.000000 Penalty: 5953.364258
	Iteration 56Q: 3 clusters Score -2.214577e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138335 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -22146042.000000 Penalty: 5953.364258
	Iteration 57Q: 3 clusters Score -2.214604e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139269 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -22146228.000000 Penalty: 5953.364258
	Iteration 58Q: 3 clusters Score -2.214623e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140179 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -22146466.000000 Penalty: 5953.364258
	Iteration 59Q: 3 clusters Score -2.214647e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141098 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -22146708.000000 Penalty: 5953.364258
	Iteration 60F: 3 clusters Score -2.214671e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142079 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -22146970.000000 Penalty: 5953.364258
	Iteration 61Q: 3 clusters Score -2.214697e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143140 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -22147350.000000 Penalty: 5953.364258
	Iteration 62Q: 3 clusters Score -2.214735e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144269 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -22147724.000000 Penalty: 5953.364258
	Iteration 63Q: 3 clusters Score -2.214772e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145437 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -22147986.000000 Penalty: 5953.364258
	Iteration 64Q: 3 clusters Score -2.214799e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146604 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -22148252.000000 Penalty: 5953.364258
	Iteration 65Q: 3 clusters Score -2.214825e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147838 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -22148754.000000 Penalty: 5953.364258
	Iteration 66Q: 3 clusters Score -2.214875e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149230 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -22149076.000000 Penalty: 5953.364258
	Iteration 67Q: 3 clusters Score -2.214908e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150678 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -22149470.000000 Penalty: 5953.364258
	Iteration 68Q: 3 clusters Score -2.214947e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152052 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -22149774.000000 Penalty: 5953.364258
	Iteration 69Q: 3 clusters Score -2.214977e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153414 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -22150124.000000 Penalty: 5953.364258
	Iteration 70Q: 3 clusters Score -2.215012e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154727 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -22150344.000000 Penalty: 5953.364258
	Iteration 71Q: 3 clusters Score -2.215034e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155986 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -22150546.000000 Penalty: 5953.364258
	Iteration 72Q: 3 clusters Score -2.215055e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157195 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -22150718.000000 Penalty: 5953.364258
	Iteration 73Q: 3 clusters Score -2.215072e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158228 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -22150864.000000 Penalty: 5953.364258
	Iteration 74Q: 3 clusters Score -2.215086e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159180 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -22150934.000000 Penalty: 5953.364258
	Iteration 75Q: 3 clusters Score -2.215093e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159961 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -22151044.000000 Penalty: 5953.364258
	Iteration 76Q: 3 clusters Score -2.215104e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160613 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -22151034.000000 Penalty: 5953.364258
	Iteration 77Q: 3 clusters Score -2.215103e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161091 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -22150960.000000 Penalty: 5953.364258
	Iteration 78Q: 3 clusters Score -2.215096e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161473 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -22150990.000000 Penalty: 5953.364258
	Iteration 79Q: 3 clusters Score -2.215099e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161781 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -22151034.000000 Penalty: 5953.364258
	Iteration 80F: 3 clusters Score -2.215103e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161991 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -22151010.000000 Penalty: 5953.364258
	Iteration 81Q: 3 clusters Score -2.215101e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162134 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -22151056.000000 Penalty: 5953.364258
	Iteration 82Q: 3 clusters Score -2.215106e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162237 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -22151060.000000 Penalty: 5953.364258
	Iteration 83Q: 3 clusters Score -2.215106e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162307 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -22151058.000000 Penalty: 5953.364258
	Iteration 84Q: 3 clusters Score -2.215106e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162363 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -22151050.000000 Penalty: 5953.364258
	Iteration 85Q: 3 clusters Score -2.215105e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162415 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -22151068.000000 Penalty: 5953.364258
	Iteration 86Q: 3 clusters Score -2.215107e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162455 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -22151090.000000 Penalty: 5953.364258
	Iteration 87Q: 3 clusters Score -2.215109e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162482 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -22151076.000000 Penalty: 5953.364258
	Iteration 88Q: 3 clusters Score -2.215108e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162507 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -22151084.000000 Penalty: 5953.364258
	Iteration 89Q: 3 clusters Score -2.215108e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162525 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -22151090.000000 Penalty: 5953.364258
	Iteration 90Q: 3 clusters Score -2.215109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162534 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -22151120.000000 Penalty: 5953.364258
	Iteration 91Q: 3 clusters Score -2.215112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162539 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -22151124.000000 Penalty: 5953.364258
	Iteration 92Q: 3 clusters Score -2.215112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162547 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -22151108.000000 Penalty: 5953.364258
	Iteration 93Q: 3 clusters Score -2.215111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162553 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -22151098.000000 Penalty: 5953.364258
	Iteration 94Q: 3 clusters Score -2.21511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162558 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -22151080.000000 Penalty: 5953.364258
	Iteration 95Q: 3 clusters Score -2.215108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162564 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -22151102.000000 Penalty: 5953.364258
	Iteration 96Q: 3 clusters Score -2.21511e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162571 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -22151084.000000 Penalty: 5953.364258
	Iteration 97Q: 3 clusters Score -2.215108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162581 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -22151100.000000 Penalty: 5953.364258
	Iteration 98Q: 3 clusters Score -2.21511e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162587 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -22151102.000000 Penalty: 5953.364258
	Iteration 99Q: 3 clusters Score -2.21511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162590 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -22151096.000000 Penalty: 5953.364258
	Iteration 100F: 3 clusters Score -2.21511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162597 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -22151084.000000 Penalty: 5953.364258
	Iteration 101Q: 3 clusters Score -2.215108e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162612 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -22151092.000000 Penalty: 5953.364258
	Iteration 102Q: 3 clusters Score -2.215109e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162628 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -22151090.000000 Penalty: 5953.364258
	Iteration 103Q: 3 clusters Score -2.215109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162639 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -22151070.000000 Penalty: 5953.364258
	Iteration 104Q: 3 clusters Score -2.215107e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162652 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -22151110.000000 Penalty: 5953.364258
	Iteration 105Q: 3 clusters Score -2.215111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162662 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -22151092.000000 Penalty: 5953.364258
	Iteration 106Q: 3 clusters Score -2.215109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162666 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -22151082.000000 Penalty: 5953.364258
	Iteration 107Q: 3 clusters Score -2.215108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162668 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -22151100.000000 Penalty: 5953.364258
	Iteration 108Q: 3 clusters Score -2.21511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162670 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -22151094.000000 Penalty: 5953.364258
	Iteration 109Q: 3 clusters Score -2.215109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162670 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -22151094.000000 Penalty: 5953.364258
	Iteration 110F: 3 clusters Score -2.215109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Entering Unmasked Estep 
Score: -835846.187500 Penalty: 2164.970703
	Iteration 0F: 2 clusters Score -835846.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -830641.937500 Penalty: 4329.941406
	Iteration 0F: 3 clusters Score -830641.9 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -831943.437500 Penalty: 4329.941406
	Iteration 1F: 3 clusters Score -831943.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -832136.562500 Penalty: 4329.941406
	Iteration 2F: 3 clusters Score -832136.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -832238.375000 Penalty: 4329.941406
	Iteration 3Q: 3 clusters Score -832238.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -832311.562500 Penalty: 4329.941406
	Iteration 4Q: 3 clusters Score -832311.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -832370.187500 Penalty: 4329.941406
	Iteration 5Q: 3 clusters Score -832370.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -832410.375000 Penalty: 4329.941406
	Iteration 6Q: 3 clusters Score -832410.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -832440.625000 Penalty: 4329.941406
	Iteration 7Q: 3 clusters Score -832440.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -832471.187500 Penalty: 4329.941406
	Iteration 8Q: 3 clusters Score -832471.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -832491.500000 Penalty: 4329.941406
	Iteration 9Q: 3 clusters Score -832491.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -832504.625000 Penalty: 4329.941406
	Iteration 10Q: 3 clusters Score -832504.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -832516.062500 Penalty: 4329.941406
	Iteration 11Q: 3 clusters Score -832516.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -832533.625000 Penalty: 4329.941406
	Iteration 12Q: 3 clusters Score -832533.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -832544.812500 Penalty: 4329.941406
	Iteration 13Q: 3 clusters Score -832544.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -832558.687500 Penalty: 4329.941406
	Iteration 14Q: 3 clusters Score -832558.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -832570.937500 Penalty: 4329.941406
	Iteration 15Q: 3 clusters Score -832570.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -832584.187500 Penalty: 4329.941406
	Iteration 16Q: 3 clusters Score -832584.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -832604.562500 Penalty: 4329.941406
	Iteration 17Q: 3 clusters Score -832604.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -832630.312500 Penalty: 4329.941406
	Iteration 18Q: 3 clusters Score -832630.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -832657.062500 Penalty: 4329.941406
	Iteration 19Q: 3 clusters Score -832657.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -832685.562500 Penalty: 4329.941406
	Iteration 20F: 3 clusters Score -832685.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -832711.375000 Penalty: 4329.941406
	Iteration 21Q: 3 clusters Score -832711.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -832737.250000 Penalty: 4329.941406
	Iteration 22Q: 3 clusters Score -832737.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -832767.625000 Penalty: 4329.941406
	Iteration 23Q: 3 clusters Score -832767.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -832805.875000 Penalty: 4329.941406
	Iteration 24Q: 3 clusters Score -832805.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -832856.562500 Penalty: 4329.941406
	Iteration 25Q: 3 clusters Score -832856.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -832921.187500 Penalty: 4329.941406
	Iteration 26Q: 3 clusters Score -832921.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -832996.562500 Penalty: 4329.941406
	Iteration 27Q: 3 clusters Score -832996.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -833083.437500 Penalty: 4329.941406
	Iteration 28Q: 3 clusters Score -833083.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -833166.687500 Penalty: 4329.941406
	Iteration 29Q: 3 clusters Score -833166.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -833259.375000 Penalty: 4329.941406
	Iteration 30Q: 3 clusters Score -833259.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -833358.750000 Penalty: 4329.941406
	Iteration 31Q: 3 clusters Score -833358.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -833446.750000 Penalty: 4329.941406
	Iteration 32Q: 3 clusters Score -833446.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -833541.937500 Penalty: 4329.941406
	Iteration 33Q: 3 clusters Score -833541.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -833621.687500 Penalty: 4329.941406
	Iteration 34Q: 3 clusters Score -833621.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -833681.750000 Penalty: 4329.941406
	Iteration 35Q: 3 clusters Score -833681.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -833735.937500 Penalty: 4329.941406
	Iteration 36Q: 3 clusters Score -833735.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -833789.187500 Penalty: 4329.941406
	Iteration 37Q: 3 clusters Score -833789.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -833830.125000 Penalty: 4329.941406
	Iteration 38Q: 3 clusters Score -833830.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -833861.125000 Penalty: 4329.941406
	Iteration 39Q: 3 clusters Score -833861.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -833879.500000 Penalty: 4329.941406
	Iteration 40F: 3 clusters Score -833879.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -833897.500000 Penalty: 4329.941406
	Iteration 41Q: 3 clusters Score -833897.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -833914.625000 Penalty: 4329.941406
	Iteration 42Q: 3 clusters Score -833914.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -833929.000000 Penalty: 4329.941406
	Iteration 43Q: 3 clusters Score -833929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -833941.375000 Penalty: 4329.941406
	Iteration 44Q: 3 clusters Score -833941.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -833949.750000 Penalty: 4329.941406
	Iteration 45Q: 3 clusters Score -833949.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -833962.312500 Penalty: 4329.941406
	Iteration 46Q: 3 clusters Score -833962.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -833970.125000 Penalty: 4329.941406
	Iteration 47Q: 3 clusters Score -833970.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -833978.937500 Penalty: 4329.941406
	Iteration 48Q: 3 clusters Score -833978.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -833990.312500 Penalty: 4329.941406
	Iteration 49Q: 3 clusters Score -833990.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -834000.000000 Penalty: 4329.941406
	Iteration 50Q: 3 clusters Score -834000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -834009.250000 Penalty: 4329.941406
	Iteration 51Q: 3 clusters Score -834009.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -834013.812500 Penalty: 4329.941406
	Iteration 52Q: 3 clusters Score -834013.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -834015.562500 Penalty: 4329.941406
	Iteration 53Q: 3 clusters Score -834015.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -834016.437500 Penalty: 4329.941406
	Iteration 54Q: 3 clusters Score -834016.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -834016.437500 Penalty: 4329.941406
	Iteration 55F: 3 clusters Score -834016.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -65038.441406 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -65038.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -63470.902344 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -63470.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -63722.898438 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -63722.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63838.687500 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -63838.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63919.304688 Penalty: 3118.777832
	Iteration 3Q: 3 clusters Score -63919.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64001.117188 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -64001.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -64090.511719 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -64090.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64235.906250 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -64235.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64547.070312 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -64547.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64590.660156 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -64590.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64622.960938 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -64622.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -64656.105469 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -64656.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -64693.917969 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -64693.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -64710.558594 Penalty: 3118.777832
	Iteration 12Q: 3 clusters Score -64710.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -64712.250000 Penalty: 3118.777832
	Iteration 13Q: 3 clusters Score -64712.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -64712.250000 Penalty: 3118.777832
	Iteration 14F: 3 clusters Score -64712.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -43356.593750 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -43356.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41989.593750 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -41989.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42103.257812 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -42103.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42140.242188 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -42140.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42166.910156 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -42166.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42166.910156 Penalty: 2918.127930
	Iteration 4F: 3 clusters Score -42166.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3928 members 
Mstep: Class 3 contains 160257 members 
Mstep: Class 4 contains 73708 members 
Mstep: Class 5 contains 161989 members 
Mstep: Class 6 contains 86873 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 6602 members 
Mstep: Class 9 contains 702 members 
Mstep: Class 10 contains 160191 members 
Mstep: Class 11 contains 166025 members 
Mstep: Class 12 contains 24944 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 968 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5668 members 
Mstep: Class 18 contains 160154 members 
Mstep: Class 19 contains 138574 members 
Mstep: Class 20 contains 54007 members 
Mstep: Class 21 contains 163203 members 
Mstep: Class 22 contains 6184 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180443200.000000 Penalty: 87655.367188
Iteration 239Q: 26 clusters Score -1.804432e+08 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3929 members 
Mstep: Class 3 contains 160127 members 
Mstep: Class 4 contains 73616 members 
Mstep: Class 5 contains 161899 members 
Mstep: Class 6 contains 86912 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 6608 members 
Mstep: Class 9 contains 703 members 
Mstep: Class 10 contains 160032 members 
Mstep: Class 11 contains 165764 members 
Mstep: Class 12 contains 24923 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5670 members 
Mstep: Class 18 contains 160056 members 
Mstep: Class 19 contains 140199 members 
Mstep: Class 20 contains 53406 members 
Mstep: Class 21 contains 162988 members 
Mstep: Class 22 contains 6177 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180442976.000000 Penalty: 87655.367188
Iteration 240F: 26 clusters Score -1.80443e+08 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3929 members 
Mstep: Class 3 contains 159974 members 
Mstep: Class 4 contains 73515 members 
Mstep: Class 5 contains 161840 members 
Mstep: Class 6 contains 86919 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 6614 members 
Mstep: Class 9 contains 692 members 
Mstep: Class 10 contains 159891 members 
Mstep: Class 11 contains 165422 members 
Mstep: Class 12 contains 24891 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 971 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5671 members 
Mstep: Class 18 contains 159989 members 
Mstep: Class 19 contains 141827 members 
Mstep: Class 20 contains 52801 members 
Mstep: Class 21 contains 162841 members 
Mstep: Class 22 contains 6179 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180443504.000000 Penalty: 87655.367188
Iteration 241Q: 26 clusters Score -1.804435e+08 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3927 members 
Mstep: Class 3 contains 159793 members 
Mstep: Class 4 contains 73393 members 
Mstep: Class 5 contains 161824 members 
Mstep: Class 6 contains 86935 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 6620 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 159722 members 
Mstep: Class 11 contains 165048 members 
Mstep: Class 12 contains 24868 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 971 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5710 members 
Mstep: Class 18 contains 159882 members 
Mstep: Class 19 contains 143789 members 
Mstep: Class 20 contains 52158 members 
Mstep: Class 21 contains 162451 members 
Mstep: Class 22 contains 6182 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180443760.000000 Penalty: 87655.367188
Iteration 242Q: 26 clusters Score -1.804438e+08 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3924 members 
Mstep: Class 3 contains 159576 members 
Mstep: Class 4 contains 73267 members 
Mstep: Class 5 contains 161718 members 
Mstep: Class 6 contains 86942 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 6628 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 159547 members 
Mstep: Class 11 contains 164665 members 
Mstep: Class 12 contains 24824 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 971 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5786 members 
Mstep: Class 18 contains 159748 members 
Mstep: Class 19 contains 145950 members 
Mstep: Class 20 contains 51522 members 
Mstep: Class 21 contains 162032 members 
Mstep: Class 22 contains 6172 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180444096.000000 Penalty: 87655.367188
Iteration 243Q: 26 clusters Score -1.804441e+08 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3923 members 
Mstep: Class 3 contains 159330 members 
Mstep: Class 4 contains 73136 members 
Mstep: Class 5 contains 161560 members 
Mstep: Class 6 contains 86936 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 6635 members 
Mstep: Class 9 contains 675 members 
Mstep: Class 10 contains 159382 members 
Mstep: Class 11 contains 164250 members 
Mstep: Class 12 contains 24773 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 972 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 5896 members 
Mstep: Class 18 contains 159626 members 
Mstep: Class 19 contains 148330 members 
Mstep: Class 20 contains 50842 members 
Mstep: Class 21 contains 161507 members 
Mstep: Class 22 contains 6170 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180445328.000000 Penalty: 87655.367188
Iteration 244Q: 26 clusters Score -1.804453e+08 nChanged 6883
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3924 members 
Mstep: Class 3 contains 159032 members 
Mstep: Class 4 contains 72994 members 
Mstep: Class 5 contains 161429 members 
Mstep: Class 6 contains 86903 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 6642 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 159152 members 
Mstep: Class 11 contains 163811 members 
Mstep: Class 12 contains 24743 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6058 members 
Mstep: Class 18 contains 159400 members 
Mstep: Class 19 contains 151185 members 
Mstep: Class 20 contains 50178 members 
Mstep: Class 21 contains 160694 members 
Mstep: Class 22 contains 6149 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180446384.000000 Penalty: 87655.367188
Iteration 245Q: 26 clusters Score -1.804464e+08 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3930 members 
Mstep: Class 3 contains 158704 members 
Mstep: Class 4 contains 72795 members 
Mstep: Class 5 contains 161219 members 
Mstep: Class 6 contains 86841 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 6652 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 158893 members 
Mstep: Class 11 contains 163371 members 
Mstep: Class 12 contains 24707 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6248 members 
Mstep: Class 18 contains 159195 members 
Mstep: Class 19 contains 154420 members 
Mstep: Class 20 contains 49493 members 
Mstep: Class 21 contains 159697 members 
Mstep: Class 22 contains 6129 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180447424.000000 Penalty: 87655.367188
Iteration 246Q: 26 clusters Score -1.804474e+08 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 158329 members 
Mstep: Class 4 contains 72590 members 
Mstep: Class 5 contains 160947 members 
Mstep: Class 6 contains 86788 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 6663 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 158570 members 
Mstep: Class 11 contains 162873 members 
Mstep: Class 12 contains 24655 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6490 members 
Mstep: Class 18 contains 158878 members 
Mstep: Class 19 contains 158274 members 
Mstep: Class 20 contains 48854 members 
Mstep: Class 21 contains 158356 members 
Mstep: Class 22 contains 6094 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180450448.000000 Penalty: 87655.367188
Iteration 247Q: 26 clusters Score -1.804504e+08 nChanged 9992
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3939 members 
Mstep: Class 3 contains 157924 members 
Mstep: Class 4 contains 72363 members 
Mstep: Class 5 contains 160702 members 
Mstep: Class 6 contains 86731 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 6674 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 158205 members 
Mstep: Class 11 contains 162336 members 
Mstep: Class 12 contains 24584 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 6783 members 
Mstep: Class 18 contains 158572 members 
Mstep: Class 19 contains 162237 members 
Mstep: Class 20 contains 48195 members 
Mstep: Class 21 contains 156982 members 
Mstep: Class 22 contains 6064 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180451808.000000 Penalty: 87655.367188
Iteration 248Q: 26 clusters Score -1.804518e+08 nChanged 10976
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3936 members 
Mstep: Class 3 contains 157488 members 
Mstep: Class 4 contains 72146 members 
Mstep: Class 5 contains 160539 members 
Mstep: Class 6 contains 86654 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 6687 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 157779 members 
Mstep: Class 11 contains 161817 members 
Mstep: Class 12 contains 24525 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 7169 members 
Mstep: Class 18 contains 158244 members 
Mstep: Class 19 contains 166085 members 
Mstep: Class 20 contains 47541 members 
Mstep: Class 21 contains 155661 members 
Mstep: Class 22 contains 6020 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180452880.000000 Penalty: 87655.367188
Iteration 249Q: 26 clusters Score -1.804529e+08 nChanged 11955
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3937 members 
Mstep: Class 3 contains 157060 members 
Mstep: Class 4 contains 71867 members 
Mstep: Class 5 contains 160412 members 
Mstep: Class 6 contains 86607 members 
Mstep: Class 7 contains 2904 members 
Mstep: Class 8 contains 6701 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 157479 members 
Mstep: Class 11 contains 161285 members 
Mstep: Class 12 contains 24464 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 7597 members 
Mstep: Class 18 contains 157897 members 
Mstep: Class 19 contains 169670 members 
Mstep: Class 20 contains 46905 members 
Mstep: Class 21 contains 154434 members 
Mstep: Class 22 contains 5975 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180453360.000000 Penalty: 87655.367188
Iteration 250Q: 26 clusters Score -1.804534e+08 nChanged 12380
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 156721 members 
Mstep: Class 4 contains 71597 members 
Mstep: Class 5 contains 160343 members 
Mstep: Class 6 contains 86558 members 
Mstep: Class 7 contains 2900 members 
Mstep: Class 8 contains 6711 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 157170 members 
Mstep: Class 11 contains 160740 members 
Mstep: Class 12 contains 24419 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 8057 members 
Mstep: Class 18 contains 157583 members 
Mstep: Class 19 contains 172770 members 
Mstep: Class 20 contains 46278 members 
Mstep: Class 21 contains 153500 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180452752.000000 Penalty: 87655.367188
Iteration 251Q: 26 clusters Score -1.804528e+08 nChanged 12364
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3932 members 
Mstep: Class 3 contains 156406 members 
Mstep: Class 4 contains 71390 members 
Mstep: Class 5 contains 160283 members 
Mstep: Class 6 contains 86508 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 6721 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 156917 members 
Mstep: Class 11 contains 160152 members 
Mstep: Class 12 contains 24377 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 8521 members 
Mstep: Class 18 contains 157354 members 
Mstep: Class 19 contains 175334 members 
Mstep: Class 20 contains 45758 members 
Mstep: Class 21 contains 152782 members 
Mstep: Class 22 contains 5855 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180452240.000000 Penalty: 87655.367188
Iteration 252Q: 26 clusters Score -1.804522e+08 nChanged 12178
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3929 members 
Mstep: Class 3 contains 156118 members 
Mstep: Class 4 contains 71205 members 
Mstep: Class 5 contains 160303 members 
Mstep: Class 6 contains 86486 members 
Mstep: Class 7 contains 2903 members 
Mstep: Class 8 contains 6731 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 156726 members 
Mstep: Class 11 contains 159512 members 
Mstep: Class 12 contains 24344 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 8971 members 
Mstep: Class 18 contains 157141 members 
Mstep: Class 19 contains 177363 members 
Mstep: Class 20 contains 45270 members 
Mstep: Class 21 contains 152377 members 
Mstep: Class 22 contains 5806 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180452192.000000 Penalty: 87655.367188
Iteration 253Q: 26 clusters Score -1.804522e+08 nChanged 11740
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 155881 members 
Mstep: Class 4 contains 71023 members 
Mstep: Class 5 contains 160295 members 
Mstep: Class 6 contains 86482 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 6740 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 156662 members 
Mstep: Class 11 contains 158853 members 
Mstep: Class 12 contains 24329 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 9411 members 
Mstep: Class 18 contains 156935 members 
Mstep: Class 19 contains 178664 members 
Mstep: Class 20 contains 44902 members 
Mstep: Class 21 contains 152436 members 
Mstep: Class 22 contains 5733 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180451664.000000 Penalty: 87655.367188
Iteration 254Q: 26 clusters Score -1.804517e+08 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3931 members 
Mstep: Class 3 contains 155689 members 
Mstep: Class 4 contains 70872 members 
Mstep: Class 5 contains 160332 members 
Mstep: Class 6 contains 86500 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 6750 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 156705 members 
Mstep: Class 11 contains 158254 members 
Mstep: Class 12 contains 24297 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 9837 members 
Mstep: Class 18 contains 156798 members 
Mstep: Class 19 contains 179273 members 
Mstep: Class 20 contains 44612 members 
Mstep: Class 21 contains 152752 members 
Mstep: Class 22 contains 5677 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180451808.000000 Penalty: 87655.367188
Iteration 255Q: 26 clusters Score -1.804518e+08 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3932 members 
Mstep: Class 3 contains 155591 members 
Mstep: Class 4 contains 70720 members 
Mstep: Class 5 contains 160371 members 
Mstep: Class 6 contains 86494 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 6755 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 156930 members 
Mstep: Class 11 contains 157725 members 
Mstep: Class 12 contains 24275 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 10218 members 
Mstep: Class 18 contains 156686 members 
Mstep: Class 19 contains 179449 members 
Mstep: Class 20 contains 44309 members 
Mstep: Class 21 contains 153196 members 
Mstep: Class 22 contains 5632 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180451824.000000 Penalty: 87655.367188
Iteration 256Q: 26 clusters Score -1.804518e+08 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3936 members 
Mstep: Class 3 contains 155476 members 
Mstep: Class 4 contains 70564 members 
Mstep: Class 5 contains 160462 members 
Mstep: Class 6 contains 86511 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 6758 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 157273 members 
Mstep: Class 11 contains 157204 members 
Mstep: Class 12 contains 24245 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 10496 members 
Mstep: Class 18 contains 156644 members 
Mstep: Class 19 contains 179242 members 
Mstep: Class 20 contains 44064 members 
Mstep: Class 21 contains 153824 members 
Mstep: Class 22 contains 5585 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180452096.000000 Penalty: 87655.367188
Iteration 257Q: 26 clusters Score -1.804521e+08 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3941 members 
Mstep: Class 3 contains 155366 members 
Mstep: Class 4 contains 70432 members 
Mstep: Class 5 contains 160512 members 
Mstep: Class 6 contains 86513 members 
Mstep: Class 7 contains 2904 members 
Mstep: Class 8 contains 6760 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 157621 members 
Mstep: Class 11 contains 156755 members 
Mstep: Class 12 contains 24227 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 10729 members 
Mstep: Class 18 contains 156658 members 
Mstep: Class 19 contains 178679 members 
Mstep: Class 20 contains 43836 members 
Mstep: Class 21 contains 154716 members 
Mstep: Class 22 contains 5542 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180452480.000000 Penalty: 87655.367188
Iteration 258Q: 26 clusters Score -1.804525e+08 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3940 members 
Mstep: Class 3 contains 155203 members 
Mstep: Class 4 contains 70312 members 
Mstep: Class 5 contains 160573 members 
Mstep: Class 6 contains 86506 members 
Mstep: Class 7 contains 2904 members 
Mstep: Class 8 contains 6763 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 157990 members 
Mstep: Class 11 contains 156367 members 
Mstep: Class 12 contains 24217 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 10894 members 
Mstep: Class 18 contains 156692 members 
Mstep: Class 19 contains 177907 members 
Mstep: Class 20 contains 43643 members 
Mstep: Class 21 contains 155753 members 
Mstep: Class 22 contains 5529 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180453152.000000 Penalty: 87655.367188
Iteration 259Q: 26 clusters Score -1.804532e+08 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3940 members 
Mstep: Class 3 contains 155048 members 
Mstep: Class 4 contains 70208 members 
Mstep: Class 5 contains 160648 members 
Mstep: Class 6 contains 86500 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 6768 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 158316 members 
Mstep: Class 11 contains 155993 members 
Mstep: Class 12 contains 24214 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 10996 members 
Mstep: Class 18 contains 156714 members 
Mstep: Class 19 contains 176922 members 
Mstep: Class 20 contains 43492 members 
Mstep: Class 21 contains 157028 members 
Mstep: Class 22 contains 5507 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180453952.000000 Penalty: 87655.367188
Iteration 260F: 26 clusters Score -1.80454e+08 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3940 members 
Mstep: Class 3 contains 154912 members 
Mstep: Class 4 contains 70131 members 
Mstep: Class 5 contains 160658 members 
Mstep: Class 6 contains 86499 members 
Mstep: Class 7 contains 2898 members 
Mstep: Class 8 contains 6773 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 158561 members 
Mstep: Class 11 contains 155625 members 
Mstep: Class 12 contains 24209 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 11080 members 
Mstep: Class 18 contains 156684 members 
Mstep: Class 19 contains 176240 members 
Mstep: Class 20 contains 43328 members 
Mstep: Class 21 contains 158184 members 
Mstep: Class 22 contains 5476 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180454160.000000 Penalty: 87655.367188
Iteration 261Q: 26 clusters Score -1.804542e+08 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3946 members 
Mstep: Class 3 contains 154856 members 
Mstep: Class 4 contains 70064 members 
Mstep: Class 5 contains 160671 members 
Mstep: Class 6 contains 86501 members 
Mstep: Class 7 contains 2895 members 
Mstep: Class 8 contains 6779 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 158749 members 
Mstep: Class 11 contains 155290 members 
Mstep: Class 12 contains 24206 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 11136 members 
Mstep: Class 18 contains 156660 members 
Mstep: Class 19 contains 175415 members 
Mstep: Class 20 contains 43193 members 
Mstep: Class 21 contains 159391 members 
Mstep: Class 22 contains 5448 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180455072.000000 Penalty: 87655.367188
Iteration 262Q: 26 clusters Score -1.804551e+08 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3949 members 
Mstep: Class 3 contains 154830 members 
Mstep: Class 4 contains 70017 members 
Mstep: Class 5 contains 160662 members 
Mstep: Class 6 contains 86499 members 
Mstep: Class 7 contains 2895 members 
Mstep: Class 8 contains 6790 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 158936 members 
Mstep: Class 11 contains 155006 members 
Mstep: Class 12 contains 24198 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 11149 members 
Mstep: Class 18 contains 156684 members 
Mstep: Class 19 contains 174492 members 
Mstep: Class 20 contains 43071 members 
Mstep: Class 21 contains 160605 members 
Mstep: Class 22 contains 5417 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180455040.000000 Penalty: 87655.367188
Iteration 263Q: 26 clusters Score -1.80455e+08 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3951 members 
Mstep: Class 3 contains 154883 members 
Mstep: Class 4 contains 69982 members 
Mstep: Class 5 contains 160665 members 
Mstep: Class 6 contains 86484 members 
Mstep: Class 7 contains 2892 members 
Mstep: Class 8 contains 6797 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 159129 members 
Mstep: Class 11 contains 154697 members 
Mstep: Class 12 contains 24187 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 11119 members 
Mstep: Class 18 contains 156671 members 
Mstep: Class 19 contains 173428 members 
Mstep: Class 20 contains 42960 members 
Mstep: Class 21 contains 161960 members 
Mstep: Class 22 contains 5396 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180455232.000000 Penalty: 87655.367188
Iteration 264Q: 26 clusters Score -1.804552e+08 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3953 members 
Mstep: Class 3 contains 154984 members 
Mstep: Class 4 contains 69986 members 
Mstep: Class 5 contains 160696 members 
Mstep: Class 6 contains 86493 members 
Mstep: Class 7 contains 2892 members 
Mstep: Class 8 contains 6808 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 159296 members 
Mstep: Class 11 contains 154449 members 
Mstep: Class 12 contains 24194 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 11069 members 
Mstep: Class 18 contains 156704 members 
Mstep: Class 19 contains 172330 members 
Mstep: Class 20 contains 42895 members 
Mstep: Class 21 contains 163069 members 
Mstep: Class 22 contains 5385 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180454976.000000 Penalty: 87655.367188
Iteration 265Q: 26 clusters Score -1.80455e+08 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3958 members 
Mstep: Class 3 contains 155127 members 
Mstep: Class 4 contains 69996 members 
Mstep: Class 5 contains 160702 members 
Mstep: Class 6 contains 86510 members 
Mstep: Class 7 contains 2891 members 
Mstep: Class 8 contains 6814 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 159492 members 
Mstep: Class 11 contains 154284 members 
Mstep: Class 12 contains 24178 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 11008 members 
Mstep: Class 18 contains 156794 members 
Mstep: Class 19 contains 171288 members 
Mstep: Class 20 contains 42821 members 
Mstep: Class 21 contains 163969 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180455184.000000 Penalty: 87655.367188
Iteration 266Q: 26 clusters Score -1.804552e+08 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3962 members 
Mstep: Class 3 contains 155329 members 
Mstep: Class 4 contains 70020 members 
Mstep: Class 5 contains 160728 members 
Mstep: Class 6 contains 86533 members 
Mstep: Class 7 contains 2884 members 
Mstep: Class 8 contains 6820 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 159714 members 
Mstep: Class 11 contains 154123 members 
Mstep: Class 12 contains 24168 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 10941 members 
Mstep: Class 18 contains 156927 members 
Mstep: Class 19 contains 170283 members 
Mstep: Class 20 contains 42822 members 
Mstep: Class 21 contains 164581 members 
Mstep: Class 22 contains 5368 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180454704.000000 Penalty: 87655.367188
Iteration 267Q: 26 clusters Score -1.804547e+08 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3966 members 
Mstep: Class 3 contains 155603 members 
Mstep: Class 4 contains 70043 members 
Mstep: Class 5 contains 160761 members 
Mstep: Class 6 contains 86545 members 
Mstep: Class 7 contains 2881 members 
Mstep: Class 8 contains 6825 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 159948 members 
Mstep: Class 11 contains 154044 members 
Mstep: Class 12 contains 24154 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 10861 members 
Mstep: Class 18 contains 157092 members 
Mstep: Class 19 contains 169240 members 
Mstep: Class 20 contains 42813 members 
Mstep: Class 21 contains 165050 members 
Mstep: Class 22 contains 5377 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180454224.000000 Penalty: 87655.367188
Iteration 268Q: 26 clusters Score -1.804542e+08 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3966 members 
Mstep: Class 3 contains 155939 members 
Mstep: Class 4 contains 70105 members 
Mstep: Class 5 contains 160826 members 
Mstep: Class 6 contains 86533 members 
Mstep: Class 7 contains 2885 members 
Mstep: Class 8 contains 6833 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160169 members 
Mstep: Class 11 contains 153998 members 
Mstep: Class 12 contains 24141 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 10781 members 
Mstep: Class 18 contains 157286 members 
Mstep: Class 19 contains 168082 members 
Mstep: Class 20 contains 42852 members 
Mstep: Class 21 contains 165441 members 
Mstep: Class 22 contains 5368 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180454240.000000 Penalty: 87655.367188
Iteration 269Q: 26 clusters Score -1.804542e+08 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3971 members 
Mstep: Class 3 contains 156330 members 
Mstep: Class 4 contains 70130 members 
Mstep: Class 5 contains 160879 members 
Mstep: Class 6 contains 86525 members 
Mstep: Class 7 contains 2888 members 
Mstep: Class 8 contains 6841 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160412 members 
Mstep: Class 11 contains 153979 members 
Mstep: Class 12 contains 24138 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 10688 members 
Mstep: Class 18 contains 157474 members 
Mstep: Class 19 contains 166798 members 
Mstep: Class 20 contains 42942 members 
Mstep: Class 21 contains 165843 members 
Mstep: Class 22 contains 5367 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 270Q: 26 clusters Score -1.804541e+08 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3974 members 
Mstep: Class 3 contains 156787 members 
Mstep: Class 4 contains 70142 members 
Mstep: Class 5 contains 160947 members 
Mstep: Class 6 contains 86513 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 6850 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160632 members 
Mstep: Class 11 contains 153961 members 
Mstep: Class 12 contains 24125 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 10613 members 
Mstep: Class 18 contains 157636 members 
Mstep: Class 19 contains 165588 members 
Mstep: Class 20 contains 43018 members 
Mstep: Class 21 contains 166166 members 
Mstep: Class 22 contains 5369 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180454032.000000 Penalty: 87655.367188
Iteration 271Q: 26 clusters Score -1.80454e+08 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3977 members 
Mstep: Class 3 contains 157265 members 
Mstep: Class 4 contains 70155 members 
Mstep: Class 5 contains 161040 members 
Mstep: Class 6 contains 86494 members 
Mstep: Class 7 contains 2883 members 
Mstep: Class 8 contains 6859 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160838 members 
Mstep: Class 11 contains 153937 members 
Mstep: Class 12 contains 24111 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 10541 members 
Mstep: Class 18 contains 157798 members 
Mstep: Class 19 contains 164507 members 
Mstep: Class 20 contains 43152 members 
Mstep: Class 21 contains 166284 members 
Mstep: Class 22 contains 5366 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180454448.000000 Penalty: 87655.367188
Iteration 272Q: 26 clusters Score -1.804544e+08 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3985 members 
Mstep: Class 3 contains 157749 members 
Mstep: Class 4 contains 70181 members 
Mstep: Class 5 contains 161095 members 
Mstep: Class 6 contains 86494 members 
Mstep: Class 7 contains 2882 members 
Mstep: Class 8 contains 6866 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161045 members 
Mstep: Class 11 contains 153927 members 
Mstep: Class 12 contains 24106 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 10501 members 
Mstep: Class 18 contains 157914 members 
Mstep: Class 19 contains 163402 members 
Mstep: Class 20 contains 43310 members 
Mstep: Class 21 contains 166388 members 
Mstep: Class 22 contains 5363 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 273Q: 26 clusters Score -1.804547e+08 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3992 members 
Mstep: Class 3 contains 158255 members 
Mstep: Class 4 contains 70184 members 
Mstep: Class 5 contains 161154 members 
Mstep: Class 6 contains 86484 members 
Mstep: Class 7 contains 2883 members 
Mstep: Class 8 contains 6873 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161178 members 
Mstep: Class 11 contains 153925 members 
Mstep: Class 12 contains 24108 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 972 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 10463 members 
Mstep: Class 18 contains 157995 members 
Mstep: Class 19 contains 162372 members 
Mstep: Class 20 contains 43507 members 
Mstep: Class 21 contains 166480 members 
Mstep: Class 22 contains 5356 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180455024.000000 Penalty: 87655.367188
Iteration 274Q: 26 clusters Score -1.80455e+08 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3996 members 
Mstep: Class 3 contains 158781 members 
Mstep: Class 4 contains 70206 members 
Mstep: Class 5 contains 161159 members 
Mstep: Class 6 contains 86465 members 
Mstep: Class 7 contains 2885 members 
Mstep: Class 8 contains 6880 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161288 members 
Mstep: Class 11 contains 153976 members 
Mstep: Class 12 contains 24097 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 971 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 10440 members 
Mstep: Class 18 contains 158039 members 
Mstep: Class 19 contains 161436 members 
Mstep: Class 20 contains 43692 members 
Mstep: Class 21 contains 166512 members 
Mstep: Class 22 contains 5358 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180455872.000000 Penalty: 87655.367188
Iteration 275Q: 26 clusters Score -1.804559e+08 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4003 members 
Mstep: Class 3 contains 159252 members 
Mstep: Class 4 contains 70193 members 
Mstep: Class 5 contains 161139 members 
Mstep: Class 6 contains 86448 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 6888 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161339 members 
Mstep: Class 11 contains 154111 members 
Mstep: Class 12 contains 24094 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 10387 members 
Mstep: Class 18 contains 158101 members 
Mstep: Class 19 contains 160645 members 
Mstep: Class 20 contains 43846 members 
Mstep: Class 21 contains 166519 members 
Mstep: Class 22 contains 5361 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180455968.000000 Penalty: 87655.367188
Iteration 276Q: 26 clusters Score -1.80456e+08 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4005 members 
Mstep: Class 3 contains 159740 members 
Mstep: Class 4 contains 70182 members 
Mstep: Class 5 contains 161064 members 
Mstep: Class 6 contains 86457 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 6895 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161371 members 
Mstep: Class 11 contains 154239 members 
Mstep: Class 12 contains 24071 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 10358 members 
Mstep: Class 18 contains 158194 members 
Mstep: Class 19 contains 159911 members 
Mstep: Class 20 contains 44037 members 
Mstep: Class 21 contains 166449 members 
Mstep: Class 22 contains 5353 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456192.000000 Penalty: 87655.367188
Iteration 277Q: 26 clusters Score -1.804562e+08 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4010 members 
Mstep: Class 3 contains 160146 members 
Mstep: Class 4 contains 70185 members 
Mstep: Class 5 contains 161023 members 
Mstep: Class 6 contains 86480 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 6898 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161411 members 
Mstep: Class 11 contains 154365 members 
Mstep: Class 12 contains 24044 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 10322 members 
Mstep: Class 18 contains 158284 members 
Mstep: Class 19 contains 159244 members 
Mstep: Class 20 contains 44250 members 
Mstep: Class 21 contains 166322 members 
Mstep: Class 22 contains 5343 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456000.000000 Penalty: 87655.367188
Iteration 278Q: 26 clusters Score -1.80456e+08 nChanged 4074
Entering ConstructFrom: 
Score: -180456000.000000 Penalty: 87655.367188
Entering ConstructFrom: 
Trying to split cluster 1 (1051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Entering Unmasked Estep 
Score: -135983.562500 Penalty: 1725.459351
	Iteration 0F: 2 clusters Score -135983.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -134008.000000 Penalty: 3450.918701
	Iteration 0F: 3 clusters Score -134008 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -134306.843750 Penalty: 3450.918701
	Iteration 1F: 3 clusters Score -134306.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -134393.234375 Penalty: 3450.918701
	Iteration 2F: 3 clusters Score -134393.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -134451.296875 Penalty: 3450.918701
	Iteration 3Q: 3 clusters Score -134451.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -134470.640625 Penalty: 3450.918701
	Iteration 4Q: 3 clusters Score -134470.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -134486.687500 Penalty: 3450.918701
	Iteration 5Q: 3 clusters Score -134486.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -134500.093750 Penalty: 3450.918701
	Iteration 6Q: 3 clusters Score -134500.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -134512.640625 Penalty: 3450.918701
	Iteration 7Q: 3 clusters Score -134512.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -134517.562500 Penalty: 3450.918701
	Iteration 8Q: 3 clusters Score -134517.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -134522.140625 Penalty: 3450.918701
	Iteration 9Q: 3 clusters Score -134522.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -134528.453125 Penalty: 3450.918701
	Iteration 10Q: 3 clusters Score -134528.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -134533.531250 Penalty: 3450.918701
	Iteration 11Q: 3 clusters Score -134533.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -134538.703125 Penalty: 3450.918701
	Iteration 12Q: 3 clusters Score -134538.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -134539.437500 Penalty: 3450.918701
	Iteration 13Q: 3 clusters Score -134539.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -134540.296875 Penalty: 3450.918701
	Iteration 14Q: 3 clusters Score -134540.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -134542.015625 Penalty: 3450.918701
	Iteration 15Q: 3 clusters Score -134542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -134542.250000 Penalty: 3450.918701
	Iteration 16Q: 3 clusters Score -134542.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -134543.359375 Penalty: 3450.918701
	Iteration 17Q: 3 clusters Score -134543.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -134543.359375 Penalty: 3450.918701
	Iteration 18F: 3 clusters Score -134543.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Entering Unmasked Estep 
Score: -528940.562500 Penalty: 2057.790771
	Iteration 0F: 2 clusters Score -528940.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -525070.375000 Penalty: 4115.581543
	Iteration 0F: 3 clusters Score -525070.4 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -525953.250000 Penalty: 4115.581543
	Iteration 1F: 3 clusters Score -525953.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -526168.875000 Penalty: 4115.581543
	Iteration 2F: 3 clusters Score -526168.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -526311.187500 Penalty: 4115.581543
	Iteration 3F: 3 clusters Score -526311.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -526431.750000 Penalty: 4115.581543
	Iteration 4Q: 3 clusters Score -526431.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -526533.375000 Penalty: 4115.581543
	Iteration 5Q: 3 clusters Score -526533.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -526614.875000 Penalty: 4115.581543
	Iteration 6Q: 3 clusters Score -526614.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -526688.375000 Penalty: 4115.581543
	Iteration 7Q: 3 clusters Score -526688.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -526764.437500 Penalty: 4115.581543
	Iteration 8Q: 3 clusters Score -526764.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -526837.062500 Penalty: 4115.581543
	Iteration 9Q: 3 clusters Score -526837.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -526900.500000 Penalty: 4115.581543
	Iteration 10Q: 3 clusters Score -526900.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -526967.750000 Penalty: 4115.581543
	Iteration 11Q: 3 clusters Score -526967.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -527022.062500 Penalty: 4115.581543
	Iteration 12Q: 3 clusters Score -527022.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -527057.812500 Penalty: 4115.581543
	Iteration 13Q: 3 clusters Score -527057.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -527080.875000 Penalty: 4115.581543
	Iteration 14Q: 3 clusters Score -527080.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -527096.500000 Penalty: 4115.581543
	Iteration 15Q: 3 clusters Score -527096.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -527111.375000 Penalty: 4115.581543
	Iteration 16Q: 3 clusters Score -527111.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -527121.062500 Penalty: 4115.581543
	Iteration 17Q: 3 clusters Score -527121.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -527131.625000 Penalty: 4115.581543
	Iteration 18Q: 3 clusters Score -527131.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -527137.750000 Penalty: 4115.581543
	Iteration 19Q: 3 clusters Score -527137.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -527148.875000 Penalty: 4115.581543
	Iteration 20F: 3 clusters Score -527148.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -527159.375000 Penalty: 4115.581543
	Iteration 21Q: 3 clusters Score -527159.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -527169.000000 Penalty: 4115.581543
	Iteration 22Q: 3 clusters Score -527169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -527173.437500 Penalty: 4115.581543
	Iteration 23Q: 3 clusters Score -527173.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -527178.750000 Penalty: 4115.581543
	Iteration 24Q: 3 clusters Score -527178.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -527192.312500 Penalty: 4115.581543
	Iteration 25Q: 3 clusters Score -527192.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -527202.437500 Penalty: 4115.581543
	Iteration 26Q: 3 clusters Score -527202.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -527217.187500 Penalty: 4115.581543
	Iteration 27Q: 3 clusters Score -527217.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -527230.937500 Penalty: 4115.581543
	Iteration 28Q: 3 clusters Score -527230.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -527243.125000 Penalty: 4115.581543
	Iteration 29Q: 3 clusters Score -527243.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -527253.187500 Penalty: 4115.581543
	Iteration 30Q: 3 clusters Score -527253.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -527262.687500 Penalty: 4115.581543
	Iteration 31Q: 3 clusters Score -527262.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -527272.500000 Penalty: 4115.581543
	Iteration 32Q: 3 clusters Score -527272.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -527276.437500 Penalty: 4115.581543
	Iteration 33Q: 3 clusters Score -527276.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -527281.187500 Penalty: 4115.581543
	Iteration 34Q: 3 clusters Score -527281.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -527285.937500 Penalty: 4115.581543
	Iteration 35Q: 3 clusters Score -527285.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -527291.937500 Penalty: 4115.581543
	Iteration 36Q: 3 clusters Score -527291.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -527296.562500 Penalty: 4115.581543
	Iteration 37Q: 3 clusters Score -527296.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -527301.000000 Penalty: 4115.581543
	Iteration 38Q: 3 clusters Score -527301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -527303.625000 Penalty: 4115.581543
	Iteration 39Q: 3 clusters Score -527303.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -527309.812500 Penalty: 4115.581543
	Iteration 40F: 3 clusters Score -527309.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -527312.937500 Penalty: 4115.581543
	Iteration 41Q: 3 clusters Score -527312.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -527316.625000 Penalty: 4115.581543
	Iteration 42Q: 3 clusters Score -527316.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -527319.687500 Penalty: 4115.581543
	Iteration 43Q: 3 clusters Score -527319.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -527327.062500 Penalty: 4115.581543
	Iteration 44Q: 3 clusters Score -527327.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -527336.750000 Penalty: 4115.581543
	Iteration 45Q: 3 clusters Score -527336.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -527344.750000 Penalty: 4115.581543
	Iteration 46Q: 3 clusters Score -527344.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -527351.062500 Penalty: 4115.581543
	Iteration 47Q: 3 clusters Score -527351.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -527354.750000 Penalty: 4115.581543
	Iteration 48Q: 3 clusters Score -527354.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -527361.187500 Penalty: 4115.581543
	Iteration 49Q: 3 clusters Score -527361.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -527370.687500 Penalty: 4115.581543
	Iteration 50Q: 3 clusters Score -527370.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -527378.937500 Penalty: 4115.581543
	Iteration 51Q: 3 clusters Score -527378.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -527385.187500 Penalty: 4115.581543
	Iteration 52Q: 3 clusters Score -527385.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -527388.625000 Penalty: 4115.581543
	Iteration 53Q: 3 clusters Score -527388.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -527392.312500 Penalty: 4115.581543
	Iteration 54Q: 3 clusters Score -527392.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -527397.875000 Penalty: 4115.581543
	Iteration 55Q: 3 clusters Score -527397.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -527402.437500 Penalty: 4115.581543
	Iteration 56Q: 3 clusters Score -527402.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -527406.125000 Penalty: 4115.581543
	Iteration 57Q: 3 clusters Score -527406.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -527409.187500 Penalty: 4115.581543
	Iteration 58Q: 3 clusters Score -527409.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -527412.062500 Penalty: 4115.581543
	Iteration 59Q: 3 clusters Score -527412.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -527415.000000 Penalty: 4115.581543
	Iteration 60F: 3 clusters Score -527415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -527416.562500 Penalty: 4115.581543
	Iteration 61Q: 3 clusters Score -527416.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -527420.437500 Penalty: 4115.581543
	Iteration 62Q: 3 clusters Score -527420.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -527422.250000 Penalty: 4115.581543
	Iteration 63Q: 3 clusters Score -527422.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -527423.750000 Penalty: 4115.581543
	Iteration 64Q: 3 clusters Score -527423.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -527427.250000 Penalty: 4115.581543
	Iteration 65Q: 3 clusters Score -527427.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -527430.375000 Penalty: 4115.581543
	Iteration 66Q: 3 clusters Score -527430.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -527434.000000 Penalty: 4115.581543
	Iteration 67Q: 3 clusters Score -527434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -527436.125000 Penalty: 4115.581543
	Iteration 68Q: 3 clusters Score -527436.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -527437.062500 Penalty: 4115.581543
	Iteration 69Q: 3 clusters Score -527437.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -527437.062500 Penalty: 4115.581543
	Iteration 70F: 3 clusters Score -527437.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (160437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160437 members 
Entering Unmasked Estep 
Score: -21307874.000000 Penalty: 2972.442871
	Iteration 0F: 2 clusters Score -2.130787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80572 members 
Mstep: Class 2 contains 79865 members 
Entering Unmasked Estep 
Score: -21202358.000000 Penalty: 5944.885742
	Iteration 0F: 3 clusters Score -2.120236e+07 nChanged 77075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85595 members 
Mstep: Class 2 contains 74842 members 
Entering Unmasked Estep 
Score: -21247426.000000 Penalty: 5944.885742
	Iteration 1F: 3 clusters Score -2.124743e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88802 members 
Mstep: Class 2 contains 71635 members 
Entering Unmasked Estep 
Score: -21249026.000000 Penalty: 5944.885742
	Iteration 2Q: 3 clusters Score -2.124903e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93676 members 
Mstep: Class 2 contains 66761 members 
Entering Unmasked Estep 
Score: -21251538.000000 Penalty: 5944.885742
	Iteration 3Q: 3 clusters Score -2.125154e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100423 members 
Mstep: Class 2 contains 60014 members 
Entering Unmasked Estep 
Score: -21255210.000000 Penalty: 5944.885742
	Iteration 4F: 3 clusters Score -2.125521e+07 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109442 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -21261218.000000 Penalty: 5944.885742
	Iteration 5F: 3 clusters Score -2.126122e+07 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120471 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -21269870.000000 Penalty: 5944.885742
	Iteration 6F: 3 clusters Score -2.126987e+07 nChanged 12044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132269 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -21280340.000000 Penalty: 5944.885742
	Iteration 7F: 3 clusters Score -2.128034e+07 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142718 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -21290128.000000 Penalty: 5944.885742
	Iteration 8F: 3 clusters Score -2.129013e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150294 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -21297290.000000 Penalty: 5944.885742
	Iteration 9Q: 3 clusters Score -2.129729e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155264 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -21301798.000000 Penalty: 5944.885742
	Iteration 10Q: 3 clusters Score -2.13018e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158051 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -21304022.000000 Penalty: 5944.885742
	Iteration 11Q: 3 clusters Score -2.130402e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159311 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -21304782.000000 Penalty: 5944.885742
	Iteration 12Q: 3 clusters Score -2.130478e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159793 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -21305054.000000 Penalty: 5944.885742
	Iteration 13Q: 3 clusters Score -2.130505e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159972 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -21305156.000000 Penalty: 5944.885742
	Iteration 14Q: 3 clusters Score -2.130516e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160056 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -21305238.000000 Penalty: 5944.885742
	Iteration 15Q: 3 clusters Score -2.130524e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160101 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -21305320.000000 Penalty: 5944.885742
	Iteration 16Q: 3 clusters Score -2.130532e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160123 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -21305308.000000 Penalty: 5944.885742
	Iteration 17Q: 3 clusters Score -2.130531e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160134 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -21305302.000000 Penalty: 5944.885742
	Iteration 18Q: 3 clusters Score -2.13053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160136 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -21305300.000000 Penalty: 5944.885742
	Iteration 19Q: 3 clusters Score -2.13053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160139 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -21305298.000000 Penalty: 5944.885742
	Iteration 20F: 3 clusters Score -2.13053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (70169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70169 members 
Entering Unmasked Estep 
Score: -9440873.000000 Penalty: 2767.348145
	Iteration 0F: 2 clusters Score -9440873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -9393972.000000 Penalty: 5534.696289
	Iteration 0F: 3 clusters Score -9393972 nChanged 32977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -9412183.000000 Penalty: 5534.696289
	Iteration 1F: 3 clusters Score -9412183 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -9412813.000000 Penalty: 5534.696289
	Iteration 2Q: 3 clusters Score -9412813 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -9413501.000000 Penalty: 5534.696289
	Iteration 3Q: 3 clusters Score -9413501 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -9414489.000000 Penalty: 5534.696289
	Iteration 4Q: 3 clusters Score -9414489 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -9415786.000000 Penalty: 5534.696289
	Iteration 5Q: 3 clusters Score -9415786 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -9417723.000000 Penalty: 5534.696289
	Iteration 6Q: 3 clusters Score -9417723 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -9420428.000000 Penalty: 5534.696289
	Iteration 7F: 3 clusters Score -9420428 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -9423958.000000 Penalty: 5534.696289
	Iteration 8F: 3 clusters Score -9423958 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -9427608.000000 Penalty: 5534.696289
	Iteration 9F: 3 clusters Score -9427608 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -9429962.000000 Penalty: 5534.696289
	Iteration 10F: 3 clusters Score -9429962 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -9431113.000000 Penalty: 5534.696289
	Iteration 11Q: 3 clusters Score -9431113 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -9431709.000000 Penalty: 5534.696289
	Iteration 12Q: 3 clusters Score -9431709 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -9432181.000000 Penalty: 5534.696289
	Iteration 13Q: 3 clusters Score -9432181 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -9432602.000000 Penalty: 5534.696289
	Iteration 14Q: 3 clusters Score -9432602 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -9432931.000000 Penalty: 5534.696289
	Iteration 15Q: 3 clusters Score -9432931 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -9433266.000000 Penalty: 5534.696289
	Iteration 16Q: 3 clusters Score -9433266 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -9433601.000000 Penalty: 5534.696289
	Iteration 17Q: 3 clusters Score -9433601 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -9433889.000000 Penalty: 5534.696289
	Iteration 18Q: 3 clusters Score -9433889 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -9434156.000000 Penalty: 5534.696289
	Iteration 19Q: 3 clusters Score -9434156 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -9434344.000000 Penalty: 5534.696289
	Iteration 20F: 3 clusters Score -9434344 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -9434535.000000 Penalty: 5534.696289
	Iteration 21Q: 3 clusters Score -9434535 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52433 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -9434700.000000 Penalty: 5534.696289
	Iteration 22Q: 3 clusters Score -9434700 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53169 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -9434873.000000 Penalty: 5534.696289
	Iteration 23Q: 3 clusters Score -9434873 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -9435066.000000 Penalty: 5534.696289
	Iteration 24Q: 3 clusters Score -9435066 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -9435226.000000 Penalty: 5534.696289
	Iteration 25Q: 3 clusters Score -9435226 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -9435413.000000 Penalty: 5534.696289
	Iteration 26Q: 3 clusters Score -9435413 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -9435575.000000 Penalty: 5534.696289
	Iteration 27Q: 3 clusters Score -9435575 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56529 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -9435735.000000 Penalty: 5534.696289
	Iteration 28Q: 3 clusters Score -9435735 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57161 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -9435891.000000 Penalty: 5534.696289
	Iteration 29Q: 3 clusters Score -9435891 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57833 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -9436057.000000 Penalty: 5534.696289
	Iteration 30Q: 3 clusters Score -9436057 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58490 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -9436210.000000 Penalty: 5534.696289
	Iteration 31Q: 3 clusters Score -9436210 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -9436397.000000 Penalty: 5534.696289
	Iteration 32Q: 3 clusters Score -9436397 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -9436589.000000 Penalty: 5534.696289
	Iteration 33Q: 3 clusters Score -9436589 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60464 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -9436793.000000 Penalty: 5534.696289
	Iteration 34Q: 3 clusters Score -9436793 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61085 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -9436997.000000 Penalty: 5534.696289
	Iteration 35Q: 3 clusters Score -9436997 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61682 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -9437179.000000 Penalty: 5534.696289
	Iteration 36Q: 3 clusters Score -9437179 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62207 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -9437320.000000 Penalty: 5534.696289
	Iteration 37Q: 3 clusters Score -9437320 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62691 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -9437436.000000 Penalty: 5534.696289
	Iteration 38Q: 3 clusters Score -9437436 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -9437583.000000 Penalty: 5534.696289
	Iteration 39Q: 3 clusters Score -9437583 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63540 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -9437710.000000 Penalty: 5534.696289
	Iteration 40F: 3 clusters Score -9437710 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63937 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -9437817.000000 Penalty: 5534.696289
	Iteration 41Q: 3 clusters Score -9437817 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64303 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -9437936.000000 Penalty: 5534.696289
	Iteration 42Q: 3 clusters Score -9437936 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64640 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -9438033.000000 Penalty: 5534.696289
	Iteration 43Q: 3 clusters Score -9438033 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64956 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -9438107.000000 Penalty: 5534.696289
	Iteration 44Q: 3 clusters Score -9438107 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65253 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -9438180.000000 Penalty: 5534.696289
	Iteration 45Q: 3 clusters Score -9438180 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65541 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -9438246.000000 Penalty: 5534.696289
	Iteration 46Q: 3 clusters Score -9438246 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -9438331.000000 Penalty: 5534.696289
	Iteration 47Q: 3 clusters Score -9438331 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66059 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -9438398.000000 Penalty: 5534.696289
	Iteration 48Q: 3 clusters Score -9438398 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66287 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -9438444.000000 Penalty: 5534.696289
	Iteration 49Q: 3 clusters Score -9438444 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66505 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -9438503.000000 Penalty: 5534.696289
	Iteration 50Q: 3 clusters Score -9438503 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66707 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -9438549.000000 Penalty: 5534.696289
	Iteration 51Q: 3 clusters Score -9438549 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66869 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -9438622.000000 Penalty: 5534.696289
	Iteration 52Q: 3 clusters Score -9438622 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -9438663.000000 Penalty: 5534.696289
	Iteration 53Q: 3 clusters Score -9438663 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67137 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -9438692.000000 Penalty: 5534.696289
	Iteration 54Q: 3 clusters Score -9438692 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67261 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -9438710.000000 Penalty: 5534.696289
	Iteration 55Q: 3 clusters Score -9438710 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67375 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -9438734.000000 Penalty: 5534.696289
	Iteration 56Q: 3 clusters Score -9438734 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67493 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -9438760.000000 Penalty: 5534.696289
	Iteration 57Q: 3 clusters Score -9438760 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67597 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -9438804.000000 Penalty: 5534.696289
	Iteration 58Q: 3 clusters Score -9438804 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67678 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -9438804.000000 Penalty: 5534.696289
	Iteration 59Q: 3 clusters Score -9438804 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67746 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -9438820.000000 Penalty: 5534.696289
	Iteration 60F: 3 clusters Score -9438820 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67793 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -9438837.000000 Penalty: 5534.696289
	Iteration 61Q: 3 clusters Score -9438837 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67839 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -9438854.000000 Penalty: 5534.696289
	Iteration 62Q: 3 clusters Score -9438854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67883 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -9438867.000000 Penalty: 5534.696289
	Iteration 63Q: 3 clusters Score -9438867 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67922 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -9438873.000000 Penalty: 5534.696289
	Iteration 64Q: 3 clusters Score -9438873 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67953 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -9438887.000000 Penalty: 5534.696289
	Iteration 65Q: 3 clusters Score -9438887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67974 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -9438883.000000 Penalty: 5534.696289
	Iteration 66Q: 3 clusters Score -9438883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67993 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -9438889.000000 Penalty: 5534.696289
	Iteration 67Q: 3 clusters Score -9438889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68014 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -9438900.000000 Penalty: 5534.696289
	Iteration 68Q: 3 clusters Score -9438900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68038 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -9438899.000000 Penalty: 5534.696289
	Iteration 69Q: 3 clusters Score -9438899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68058 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -9438899.000000 Penalty: 5534.696289
	Iteration 70Q: 3 clusters Score -9438899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68078 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -9438920.000000 Penalty: 5534.696289
	Iteration 71Q: 3 clusters Score -9438920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -9438919.000000 Penalty: 5534.696289
	Iteration 72Q: 3 clusters Score -9438919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68108 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -9438923.000000 Penalty: 5534.696289
	Iteration 73Q: 3 clusters Score -9438923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68122 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -9438926.000000 Penalty: 5534.696289
	Iteration 74Q: 3 clusters Score -9438926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68132 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -9438927.000000 Penalty: 5534.696289
	Iteration 75Q: 3 clusters Score -9438927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68145 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -9438926.000000 Penalty: 5534.696289
	Iteration 76Q: 3 clusters Score -9438926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68154 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -9438927.000000 Penalty: 5534.696289
	Iteration 77Q: 3 clusters Score -9438927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68166 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -9438931.000000 Penalty: 5534.696289
	Iteration 78Q: 3 clusters Score -9438931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68180 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -9438937.000000 Penalty: 5534.696289
	Iteration 79Q: 3 clusters Score -9438937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68192 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -9438933.000000 Penalty: 5534.696289
	Iteration 80F: 3 clusters Score -9438933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68202 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -9438935.000000 Penalty: 5534.696289
	Iteration 81Q: 3 clusters Score -9438935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68214 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -9438935.000000 Penalty: 5534.696289
	Iteration 82Q: 3 clusters Score -9438935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68225 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -9438938.000000 Penalty: 5534.696289
	Iteration 83Q: 3 clusters Score -9438938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68231 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -9438949.000000 Penalty: 5534.696289
	Iteration 84Q: 3 clusters Score -9438949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68239 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -9438946.000000 Penalty: 5534.696289
	Iteration 85Q: 3 clusters Score -9438946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68241 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -9438948.000000 Penalty: 5534.696289
	Iteration 86Q: 3 clusters Score -9438948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68243 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -9438948.000000 Penalty: 5534.696289
	Iteration 87Q: 3 clusters Score -9438948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68247 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -9438946.000000 Penalty: 5534.696289
	Iteration 88Q: 3 clusters Score -9438946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68247 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -9438946.000000 Penalty: 5534.696289
	Iteration 89F: 3 clusters Score -9438946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (161032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161032 members 
Entering Unmasked Estep 
Score: -21347872.000000 Penalty: 2973.360840
	Iteration 0F: 2 clusters Score -2.134787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80532 members 
Mstep: Class 2 contains 80500 members 
Entering Unmasked Estep 
Score: -21242354.000000 Penalty: 5946.721680
	Iteration 0F: 3 clusters Score -2.124235e+07 nChanged 77035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81611 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -21287800.000000 Penalty: 5946.721680
	Iteration 1F: 3 clusters Score -2.12878e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82093 members 
Mstep: Class 2 contains 78939 members 
Entering Unmasked Estep 
Score: -21289296.000000 Penalty: 5946.721680
	Iteration 2Q: 3 clusters Score -2.12893e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82908 members 
Mstep: Class 2 contains 78124 members 
Entering Unmasked Estep 
Score: -21291446.000000 Penalty: 5946.721680
	Iteration 3Q: 3 clusters Score -2.129145e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84411 members 
Mstep: Class 2 contains 76621 members 
Entering Unmasked Estep 
Score: -21294428.000000 Penalty: 5946.721680
	Iteration 4Q: 3 clusters Score -2.129443e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86728 members 
Mstep: Class 2 contains 74304 members 
Entering Unmasked Estep 
Score: -21298976.000000 Penalty: 5946.721680
	Iteration 5F: 3 clusters Score -2.129898e+07 nChanged 9974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90180 members 
Mstep: Class 2 contains 70852 members 
Entering Unmasked Estep 
Score: -21305746.000000 Penalty: 5946.721680
	Iteration 6F: 3 clusters Score -2.130575e+07 nChanged 11063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94123 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
Score: -21314758.000000 Penalty: 5946.721680
	Iteration 7F: 3 clusters Score -2.131476e+07 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97738 members 
Mstep: Class 2 contains 63294 members 
Entering Unmasked Estep 
Score: -21323736.000000 Penalty: 5946.721680
	Iteration 8F: 3 clusters Score -2.132374e+07 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100323 members 
Mstep: Class 2 contains 60709 members 
Entering Unmasked Estep 
Score: -21328930.000000 Penalty: 5946.721680
	Iteration 9F: 3 clusters Score -2.132893e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102403 members 
Mstep: Class 2 contains 58629 members 
Entering Unmasked Estep 
Score: -21330972.000000 Penalty: 5946.721680
	Iteration 10Q: 3 clusters Score -2.133097e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104372 members 
Mstep: Class 2 contains 56660 members 
Entering Unmasked Estep 
Score: -21332228.000000 Penalty: 5946.721680
	Iteration 11Q: 3 clusters Score -2.133223e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106314 members 
Mstep: Class 2 contains 54718 members 
Entering Unmasked Estep 
Score: -21333276.000000 Penalty: 5946.721680
	Iteration 12Q: 3 clusters Score -2.133328e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108263 members 
Mstep: Class 2 contains 52769 members 
Entering Unmasked Estep 
Score: -21334126.000000 Penalty: 5946.721680
	Iteration 13Q: 3 clusters Score -2.133413e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110223 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -21334778.000000 Penalty: 5946.721680
	Iteration 14Q: 3 clusters Score -2.133478e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112068 members 
Mstep: Class 2 contains 48964 members 
Entering Unmasked Estep 
Score: -21335400.000000 Penalty: 5946.721680
	Iteration 15Q: 3 clusters Score -2.13354e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113880 members 
Mstep: Class 2 contains 47152 members 
Entering Unmasked Estep 
Score: -21336136.000000 Penalty: 5946.721680
	Iteration 16Q: 3 clusters Score -2.133614e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115675 members 
Mstep: Class 2 contains 45357 members 
Entering Unmasked Estep 
Score: -21336670.000000 Penalty: 5946.721680
	Iteration 17Q: 3 clusters Score -2.133667e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117405 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -21337314.000000 Penalty: 5946.721680
	Iteration 18Q: 3 clusters Score -2.133731e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119115 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -21337738.000000 Penalty: 5946.721680
	Iteration 19Q: 3 clusters Score -2.133774e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120808 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -21338242.000000 Penalty: 5946.721680
	Iteration 20F: 3 clusters Score -2.133824e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122509 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -21338668.000000 Penalty: 5946.721680
	Iteration 21Q: 3 clusters Score -2.133867e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124138 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -21339044.000000 Penalty: 5946.721680
	Iteration 22Q: 3 clusters Score -2.133904e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125625 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -21339466.000000 Penalty: 5946.721680
	Iteration 23Q: 3 clusters Score -2.133947e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127085 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -21339800.000000 Penalty: 5946.721680
	Iteration 24Q: 3 clusters Score -2.13398e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128483 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -21340142.000000 Penalty: 5946.721680
	Iteration 25Q: 3 clusters Score -2.134014e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129803 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -21340378.000000 Penalty: 5946.721680
	Iteration 26Q: 3 clusters Score -2.134038e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131080 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -21340716.000000 Penalty: 5946.721680
	Iteration 27Q: 3 clusters Score -2.134072e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132287 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -21341096.000000 Penalty: 5946.721680
	Iteration 28Q: 3 clusters Score -2.13411e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133484 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -21341428.000000 Penalty: 5946.721680
	Iteration 29Q: 3 clusters Score -2.134143e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134647 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -21341776.000000 Penalty: 5946.721680
	Iteration 30Q: 3 clusters Score -2.134178e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135762 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -21342080.000000 Penalty: 5946.721680
	Iteration 31Q: 3 clusters Score -2.134208e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136821 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -21342262.000000 Penalty: 5946.721680
	Iteration 32Q: 3 clusters Score -2.134226e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137811 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -21342470.000000 Penalty: 5946.721680
	Iteration 33Q: 3 clusters Score -2.134247e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138748 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -21342684.000000 Penalty: 5946.721680
	Iteration 34Q: 3 clusters Score -2.134268e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139630 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -21342930.000000 Penalty: 5946.721680
	Iteration 35Q: 3 clusters Score -2.134293e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140448 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -21343160.000000 Penalty: 5946.721680
	Iteration 36Q: 3 clusters Score -2.134316e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141219 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -21343314.000000 Penalty: 5946.721680
	Iteration 37Q: 3 clusters Score -2.134331e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141941 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -21343552.000000 Penalty: 5946.721680
	Iteration 38Q: 3 clusters Score -2.134355e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142643 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -21343858.000000 Penalty: 5946.721680
	Iteration 39Q: 3 clusters Score -2.134386e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143294 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -21344012.000000 Penalty: 5946.721680
	Iteration 40F: 3 clusters Score -2.134401e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143938 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -21344128.000000 Penalty: 5946.721680
	Iteration 41Q: 3 clusters Score -2.134413e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144537 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -21344336.000000 Penalty: 5946.721680
	Iteration 42Q: 3 clusters Score -2.134434e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145121 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -21344434.000000 Penalty: 5946.721680
	Iteration 43Q: 3 clusters Score -2.134443e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145704 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -21344592.000000 Penalty: 5946.721680
	Iteration 44Q: 3 clusters Score -2.134459e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146265 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -21344796.000000 Penalty: 5946.721680
	Iteration 45Q: 3 clusters Score -2.13448e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146793 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -21344854.000000 Penalty: 5946.721680
	Iteration 46Q: 3 clusters Score -2.134485e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147280 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -21344924.000000 Penalty: 5946.721680
	Iteration 47Q: 3 clusters Score -2.134492e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147745 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -21345024.000000 Penalty: 5946.721680
	Iteration 48Q: 3 clusters Score -2.134502e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148204 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -21345062.000000 Penalty: 5946.721680
	Iteration 49Q: 3 clusters Score -2.134506e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148618 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -21345148.000000 Penalty: 5946.721680
	Iteration 50Q: 3 clusters Score -2.134515e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149000 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -21345266.000000 Penalty: 5946.721680
	Iteration 51Q: 3 clusters Score -2.134527e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149364 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -21345368.000000 Penalty: 5946.721680
	Iteration 52Q: 3 clusters Score -2.134537e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149693 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -21345394.000000 Penalty: 5946.721680
	Iteration 53Q: 3 clusters Score -2.134539e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150065 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -21345482.000000 Penalty: 5946.721680
	Iteration 54Q: 3 clusters Score -2.134548e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150412 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -21345526.000000 Penalty: 5946.721680
	Iteration 55Q: 3 clusters Score -2.134553e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150757 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -21345508.000000 Penalty: 5946.721680
	Iteration 56Q: 3 clusters Score -2.134551e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151099 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -21345498.000000 Penalty: 5946.721680
	Iteration 57Q: 3 clusters Score -2.13455e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151432 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -21345542.000000 Penalty: 5946.721680
	Iteration 58Q: 3 clusters Score -2.134554e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151715 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -21345622.000000 Penalty: 5946.721680
	Iteration 59Q: 3 clusters Score -2.134562e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151997 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -21345720.000000 Penalty: 5946.721680
	Iteration 60F: 3 clusters Score -2.134572e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152280 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -21345778.000000 Penalty: 5946.721680
	Iteration 61Q: 3 clusters Score -2.134578e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152544 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -21345774.000000 Penalty: 5946.721680
	Iteration 62Q: 3 clusters Score -2.134577e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152788 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -21345810.000000 Penalty: 5946.721680
	Iteration 63Q: 3 clusters Score -2.134581e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153005 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -21345832.000000 Penalty: 5946.721680
	Iteration 64Q: 3 clusters Score -2.134583e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153213 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -21345806.000000 Penalty: 5946.721680
	Iteration 65Q: 3 clusters Score -2.134581e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153382 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -21345878.000000 Penalty: 5946.721680
	Iteration 66Q: 3 clusters Score -2.134588e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153547 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -21345902.000000 Penalty: 5946.721680
	Iteration 67Q: 3 clusters Score -2.13459e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153718 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -21345954.000000 Penalty: 5946.721680
	Iteration 68Q: 3 clusters Score -2.134595e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153892 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -21345918.000000 Penalty: 5946.721680
	Iteration 69Q: 3 clusters Score -2.134592e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154054 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -21345920.000000 Penalty: 5946.721680
	Iteration 70Q: 3 clusters Score -2.134592e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154201 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -21345896.000000 Penalty: 5946.721680
	Iteration 71Q: 3 clusters Score -2.13459e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154353 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -21345934.000000 Penalty: 5946.721680
	Iteration 72Q: 3 clusters Score -2.134593e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154493 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -21345888.000000 Penalty: 5946.721680
	Iteration 73Q: 3 clusters Score -2.134589e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154624 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -21345908.000000 Penalty: 5946.721680
	Iteration 74Q: 3 clusters Score -2.134591e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154727 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -21345854.000000 Penalty: 5946.721680
	Iteration 75Q: 3 clusters Score -2.134585e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154831 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -21345854.000000 Penalty: 5946.721680
	Iteration 76Q: 3 clusters Score -2.134585e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154923 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -21345892.000000 Penalty: 5946.721680
	Iteration 77Q: 3 clusters Score -2.134589e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155015 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -21345876.000000 Penalty: 5946.721680
	Iteration 78Q: 3 clusters Score -2.134588e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155107 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -21345830.000000 Penalty: 5946.721680
	Iteration 79Q: 3 clusters Score -2.134583e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155180 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -21345814.000000 Penalty: 5946.721680
	Iteration 80F: 3 clusters Score -2.134581e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155248 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -21345824.000000 Penalty: 5946.721680
	Iteration 81Q: 3 clusters Score -2.134582e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155325 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -21345850.000000 Penalty: 5946.721680
	Iteration 82Q: 3 clusters Score -2.134585e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155391 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -21345832.000000 Penalty: 5946.721680
	Iteration 83Q: 3 clusters Score -2.134583e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155460 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -21345880.000000 Penalty: 5946.721680
	Iteration 84Q: 3 clusters Score -2.134588e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155518 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -21345902.000000 Penalty: 5946.721680
	Iteration 85Q: 3 clusters Score -2.13459e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155577 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -21345872.000000 Penalty: 5946.721680
	Iteration 86Q: 3 clusters Score -2.134587e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155631 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -21345874.000000 Penalty: 5946.721680
	Iteration 87Q: 3 clusters Score -2.134587e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155680 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -21345888.000000 Penalty: 5946.721680
	Iteration 88Q: 3 clusters Score -2.134589e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155733 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -21345888.000000 Penalty: 5946.721680
	Iteration 89Q: 3 clusters Score -2.134589e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155784 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -21345924.000000 Penalty: 5946.721680
	Iteration 90Q: 3 clusters Score -2.134592e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155839 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -21345900.000000 Penalty: 5946.721680
	Iteration 91Q: 3 clusters Score -2.13459e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155901 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -21345904.000000 Penalty: 5946.721680
	Iteration 92Q: 3 clusters Score -2.13459e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155965 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -21345922.000000 Penalty: 5946.721680
	Iteration 93Q: 3 clusters Score -2.134592e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156024 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -21345950.000000 Penalty: 5946.721680
	Iteration 94Q: 3 clusters Score -2.134595e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156088 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -21345942.000000 Penalty: 5946.721680
	Iteration 95Q: 3 clusters Score -2.134594e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156157 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -21345958.000000 Penalty: 5946.721680
	Iteration 96Q: 3 clusters Score -2.134596e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156212 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -21345948.000000 Penalty: 5946.721680
	Iteration 97Q: 3 clusters Score -2.134595e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156271 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -21345960.000000 Penalty: 5946.721680
	Iteration 98Q: 3 clusters Score -2.134596e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156332 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -21345966.000000 Penalty: 5946.721680
	Iteration 99Q: 3 clusters Score -2.134597e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156401 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -21345994.000000 Penalty: 5946.721680
	Iteration 100F: 3 clusters Score -2.134599e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156463 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -21345990.000000 Penalty: 5946.721680
	Iteration 101Q: 3 clusters Score -2.134599e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156537 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -21346018.000000 Penalty: 5946.721680
	Iteration 102Q: 3 clusters Score -2.134602e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156610 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -21346048.000000 Penalty: 5946.721680
	Iteration 103Q: 3 clusters Score -2.134605e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156675 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -21346062.000000 Penalty: 5946.721680
	Iteration 104Q: 3 clusters Score -2.134606e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156740 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -21346078.000000 Penalty: 5946.721680
	Iteration 105Q: 3 clusters Score -2.134608e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156807 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -21346072.000000 Penalty: 5946.721680
	Iteration 106Q: 3 clusters Score -2.134607e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156868 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -21346072.000000 Penalty: 5946.721680
	Iteration 107Q: 3 clusters Score -2.134607e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156930 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -21346086.000000 Penalty: 5946.721680
	Iteration 108Q: 3 clusters Score -2.134609e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156988 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -21346048.000000 Penalty: 5946.721680
	Iteration 109Q: 3 clusters Score -2.134605e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157036 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -21346042.000000 Penalty: 5946.721680
	Iteration 110Q: 3 clusters Score -2.134604e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157081 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -21346070.000000 Penalty: 5946.721680
	Iteration 111Q: 3 clusters Score -2.134607e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157114 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -21346038.000000 Penalty: 5946.721680
	Iteration 112Q: 3 clusters Score -2.134604e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157145 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -21346052.000000 Penalty: 5946.721680
	Iteration 113Q: 3 clusters Score -2.134605e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157172 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -21346066.000000 Penalty: 5946.721680
	Iteration 114Q: 3 clusters Score -2.134607e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157197 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -21346050.000000 Penalty: 5946.721680
	Iteration 115Q: 3 clusters Score -2.134605e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157229 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -21346058.000000 Penalty: 5946.721680
	Iteration 116Q: 3 clusters Score -2.134606e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157264 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -21346054.000000 Penalty: 5946.721680
	Iteration 117Q: 3 clusters Score -2.134605e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157293 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -21346056.000000 Penalty: 5946.721680
	Iteration 118Q: 3 clusters Score -2.134606e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157323 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -21346062.000000 Penalty: 5946.721680
	Iteration 119Q: 3 clusters Score -2.134606e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157351 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -21346070.000000 Penalty: 5946.721680
	Iteration 120F: 3 clusters Score -2.134607e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157369 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -21346080.000000 Penalty: 5946.721680
	Iteration 121Q: 3 clusters Score -2.134608e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157385 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -21346088.000000 Penalty: 5946.721680
	Iteration 122Q: 3 clusters Score -2.134609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157402 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -21346048.000000 Penalty: 5946.721680
	Iteration 123Q: 3 clusters Score -2.134605e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157416 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -21346070.000000 Penalty: 5946.721680
	Iteration 124Q: 3 clusters Score -2.134607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157429 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -21346052.000000 Penalty: 5946.721680
	Iteration 125Q: 3 clusters Score -2.134605e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157444 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -21346034.000000 Penalty: 5946.721680
	Iteration 126Q: 3 clusters Score -2.134603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157451 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -21346038.000000 Penalty: 5946.721680
	Iteration 127Q: 3 clusters Score -2.134604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157457 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -21346060.000000 Penalty: 5946.721680
	Iteration 128Q: 3 clusters Score -2.134606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157467 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -21346046.000000 Penalty: 5946.721680
	Iteration 129Q: 3 clusters Score -2.134605e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157487 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -21346046.000000 Penalty: 5946.721680
	Iteration 130Q: 3 clusters Score -2.134605e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157507 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -21346048.000000 Penalty: 5946.721680
	Iteration 131Q: 3 clusters Score -2.134605e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157529 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -21346044.000000 Penalty: 5946.721680
	Iteration 132Q: 3 clusters Score -2.134604e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157552 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -21346050.000000 Penalty: 5946.721680
	Iteration 133Q: 3 clusters Score -2.134605e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157572 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -21346046.000000 Penalty: 5946.721680
	Iteration 134Q: 3 clusters Score -2.134605e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157591 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -21346036.000000 Penalty: 5946.721680
	Iteration 135Q: 3 clusters Score -2.134604e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157609 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -21346040.000000 Penalty: 5946.721680
	Iteration 136Q: 3 clusters Score -2.134604e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157625 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -21346048.000000 Penalty: 5946.721680
	Iteration 137Q: 3 clusters Score -2.134605e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157642 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -21346062.000000 Penalty: 5946.721680
	Iteration 138Q: 3 clusters Score -2.134606e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157665 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -21346046.000000 Penalty: 5946.721680
	Iteration 139Q: 3 clusters Score -2.134605e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157693 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -21346050.000000 Penalty: 5946.721680
	Iteration 140F: 3 clusters Score -2.134605e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157719 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -21346056.000000 Penalty: 5946.721680
	Iteration 141Q: 3 clusters Score -2.134606e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157746 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -21346082.000000 Penalty: 5946.721680
	Iteration 142Q: 3 clusters Score -2.134608e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157775 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -21346068.000000 Penalty: 5946.721680
	Iteration 143Q: 3 clusters Score -2.134607e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157802 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -21346088.000000 Penalty: 5946.721680
	Iteration 144Q: 3 clusters Score -2.134609e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157824 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -21346088.000000 Penalty: 5946.721680
	Iteration 145Q: 3 clusters Score -2.134609e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157845 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -21346062.000000 Penalty: 5946.721680
	Iteration 146Q: 3 clusters Score -2.134606e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157862 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -21346070.000000 Penalty: 5946.721680
	Iteration 147Q: 3 clusters Score -2.134607e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157877 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -21346080.000000 Penalty: 5946.721680
	Iteration 148Q: 3 clusters Score -2.134608e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157898 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -21346086.000000 Penalty: 5946.721680
	Iteration 149Q: 3 clusters Score -2.134609e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157919 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -21346066.000000 Penalty: 5946.721680
	Iteration 150Q: 3 clusters Score -2.134607e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157934 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -21346064.000000 Penalty: 5946.721680
	Iteration 151Q: 3 clusters Score -2.134606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157947 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -21346042.000000 Penalty: 5946.721680
	Iteration 152Q: 3 clusters Score -2.134604e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157960 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -21346050.000000 Penalty: 5946.721680
	Iteration 153Q: 3 clusters Score -2.134605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157974 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -21346030.000000 Penalty: 5946.721680
	Iteration 154Q: 3 clusters Score -2.134603e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157987 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -21346032.000000 Penalty: 5946.721680
	Iteration 155Q: 3 clusters Score -2.134603e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157998 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -21346030.000000 Penalty: 5946.721680
	Iteration 156Q: 3 clusters Score -2.134603e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158010 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -21346036.000000 Penalty: 5946.721680
	Iteration 157Q: 3 clusters Score -2.134604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158017 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -21346008.000000 Penalty: 5946.721680
	Iteration 158Q: 3 clusters Score -2.134601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158025 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -21346020.000000 Penalty: 5946.721680
	Iteration 159Q: 3 clusters Score -2.134602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158037 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -21346020.000000 Penalty: 5946.721680
	Iteration 160F: 3 clusters Score -2.134602e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158052 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -21346024.000000 Penalty: 5946.721680
	Iteration 161Q: 3 clusters Score -2.134602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158063 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -21346012.000000 Penalty: 5946.721680
	Iteration 162Q: 3 clusters Score -2.134601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158068 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -21346018.000000 Penalty: 5946.721680
	Iteration 163Q: 3 clusters Score -2.134602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158073 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -21346022.000000 Penalty: 5946.721680
	Iteration 164Q: 3 clusters Score -2.134602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158083 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -21346012.000000 Penalty: 5946.721680
	Iteration 165Q: 3 clusters Score -2.134601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158095 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -21346024.000000 Penalty: 5946.721680
	Iteration 166Q: 3 clusters Score -2.134602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158106 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -21346030.000000 Penalty: 5946.721680
	Iteration 167Q: 3 clusters Score -2.134603e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158120 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -21346032.000000 Penalty: 5946.721680
	Iteration 168Q: 3 clusters Score -2.134603e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158144 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -21346008.000000 Penalty: 5946.721680
	Iteration 169Q: 3 clusters Score -2.134601e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158158 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -21346016.000000 Penalty: 5946.721680
	Iteration 170Q: 3 clusters Score -2.134602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158172 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -21346004.000000 Penalty: 5946.721680
	Iteration 171Q: 3 clusters Score -2.1346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158187 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -21346036.000000 Penalty: 5946.721680
	Iteration 172Q: 3 clusters Score -2.134604e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158204 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -21346024.000000 Penalty: 5946.721680
	Iteration 173Q: 3 clusters Score -2.134602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158219 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -21346006.000000 Penalty: 5946.721680
	Iteration 174Q: 3 clusters Score -2.134601e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158238 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -21346000.000000 Penalty: 5946.721680
	Iteration 175Q: 3 clusters Score -2.1346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158258 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -21345990.000000 Penalty: 5946.721680
	Iteration 176Q: 3 clusters Score -2.134599e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158279 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -21345978.000000 Penalty: 5946.721680
	Iteration 177Q: 3 clusters Score -2.134598e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158297 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -21345990.000000 Penalty: 5946.721680
	Iteration 178Q: 3 clusters Score -2.134599e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158315 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -21346014.000000 Penalty: 5946.721680
	Iteration 179Q: 3 clusters Score -2.134601e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158330 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -21345990.000000 Penalty: 5946.721680
	Iteration 180F: 3 clusters Score -2.134599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158337 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -21345990.000000 Penalty: 5946.721680
	Iteration 181Q: 3 clusters Score -2.134599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158347 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -21345996.000000 Penalty: 5946.721680
	Iteration 182Q: 3 clusters Score -2.1346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158355 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -21345984.000000 Penalty: 5946.721680
	Iteration 183Q: 3 clusters Score -2.134598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158359 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -21345978.000000 Penalty: 5946.721680
	Iteration 184Q: 3 clusters Score -2.134598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158365 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -21345988.000000 Penalty: 5946.721680
	Iteration 185Q: 3 clusters Score -2.134599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158373 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -21345968.000000 Penalty: 5946.721680
	Iteration 186Q: 3 clusters Score -2.134597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158383 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -21345974.000000 Penalty: 5946.721680
	Iteration 187Q: 3 clusters Score -2.134597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158388 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -21345974.000000 Penalty: 5946.721680
	Iteration 188Q: 3 clusters Score -2.134597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158392 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -21345974.000000 Penalty: 5946.721680
	Iteration 189Q: 3 clusters Score -2.134597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158394 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -21345958.000000 Penalty: 5946.721680
	Iteration 190Q: 3 clusters Score -2.134596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158395 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -21345962.000000 Penalty: 5946.721680
	Iteration 191Q: 3 clusters Score -2.134596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158395 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -21345962.000000 Penalty: 5946.721680
	Iteration 192F: 3 clusters Score -2.134596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (86508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86508 members 
Entering Unmasked Estep 
Score: -11212233.000000 Penalty: 2819.262207
	Iteration 0F: 2 clusters Score -1.121223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -11154461.000000 Penalty: 5638.524414
	Iteration 0F: 3 clusters Score -1.115446e+07 nChanged 40791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -11177556.000000 Penalty: 5638.524414
	Iteration 1F: 3 clusters Score -1.117756e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -11178311.000000 Penalty: 5638.524414
	Iteration 2Q: 3 clusters Score -1.117831e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -11179232.000000 Penalty: 5638.524414
	Iteration 3Q: 3 clusters Score -1.117923e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -11180598.000000 Penalty: 5638.524414
	Iteration 4Q: 3 clusters Score -1.11806e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -11182763.000000 Penalty: 5638.524414
	Iteration 5Q: 3 clusters Score -1.118276e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -11186014.000000 Penalty: 5638.524414
	Iteration 6F: 3 clusters Score -1.118601e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -11189663.000000 Penalty: 5638.524414
	Iteration 7F: 3 clusters Score -1.118966e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -11192862.000000 Penalty: 5638.524414
	Iteration 8F: 3 clusters Score -1.119286e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -11194996.000000 Penalty: 5638.524414
	Iteration 9F: 3 clusters Score -1.1195e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -11195978.000000 Penalty: 5638.524414
	Iteration 10Q: 3 clusters Score -1.119598e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -11196471.000000 Penalty: 5638.524414
	Iteration 11Q: 3 clusters Score -1.119647e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -11196700.000000 Penalty: 5638.524414
	Iteration 12Q: 3 clusters Score -1.11967e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -11196767.000000 Penalty: 5638.524414
	Iteration 13Q: 3 clusters Score -1.119677e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -11196870.000000 Penalty: 5638.524414
	Iteration 14Q: 3 clusters Score -1.119687e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -11196994.000000 Penalty: 5638.524414
	Iteration 15Q: 3 clusters Score -1.119699e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -11197095.000000 Penalty: 5638.524414
	Iteration 16Q: 3 clusters Score -1.11971e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -11197186.000000 Penalty: 5638.524414
	Iteration 17Q: 3 clusters Score -1.119719e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -11197266.000000 Penalty: 5638.524414
	Iteration 18Q: 3 clusters Score -1.119727e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -11197346.000000 Penalty: 5638.524414
	Iteration 19Q: 3 clusters Score -1.119735e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -11197433.000000 Penalty: 5638.524414
	Iteration 20F: 3 clusters Score -1.119743e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -11197634.000000 Penalty: 5638.524414
	Iteration 21Q: 3 clusters Score -1.119763e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50141 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -11197865.000000 Penalty: 5638.524414
	Iteration 22Q: 3 clusters Score -1.119786e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -11198133.000000 Penalty: 5638.524414
	Iteration 23Q: 3 clusters Score -1.119813e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -11198508.000000 Penalty: 5638.524414
	Iteration 24Q: 3 clusters Score -1.119851e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55114 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -11198883.000000 Penalty: 5638.524414
	Iteration 25Q: 3 clusters Score -1.119888e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57113 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -11199413.000000 Penalty: 5638.524414
	Iteration 26Q: 3 clusters Score -1.119941e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59390 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -11200055.000000 Penalty: 5638.524414
	Iteration 27Q: 3 clusters Score -1.120006e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61834 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -11200749.000000 Penalty: 5638.524414
	Iteration 28Q: 3 clusters Score -1.120075e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64416 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -11201647.000000 Penalty: 5638.524414
	Iteration 29Q: 3 clusters Score -1.120165e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -11202632.000000 Penalty: 5638.524414
	Iteration 30Q: 3 clusters Score -1.120263e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69717 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -11203602.000000 Penalty: 5638.524414
	Iteration 31Q: 3 clusters Score -1.12036e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72283 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -11204642.000000 Penalty: 5638.524414
	Iteration 32Q: 3 clusters Score -1.120464e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74698 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -11205605.000000 Penalty: 5638.524414
	Iteration 33Q: 3 clusters Score -1.12056e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76849 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -11206501.000000 Penalty: 5638.524414
	Iteration 34Q: 3 clusters Score -1.12065e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78667 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -11207214.000000 Penalty: 5638.524414
	Iteration 35Q: 3 clusters Score -1.120721e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80140 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -11207795.000000 Penalty: 5638.524414
	Iteration 36Q: 3 clusters Score -1.12078e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81305 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -11208295.000000 Penalty: 5638.524414
	Iteration 37Q: 3 clusters Score -1.12083e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82205 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -11208667.000000 Penalty: 5638.524414
	Iteration 38Q: 3 clusters Score -1.120867e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82914 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -11209019.000000 Penalty: 5638.524414
	Iteration 39Q: 3 clusters Score -1.120902e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83443 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -11209204.000000 Penalty: 5638.524414
	Iteration 40F: 3 clusters Score -1.12092e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83823 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -11209377.000000 Penalty: 5638.524414
	Iteration 41Q: 3 clusters Score -1.120938e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84121 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -11209480.000000 Penalty: 5638.524414
	Iteration 42Q: 3 clusters Score -1.120948e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84348 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -11209552.000000 Penalty: 5638.524414
	Iteration 43Q: 3 clusters Score -1.120955e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84539 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -11209633.000000 Penalty: 5638.524414
	Iteration 44Q: 3 clusters Score -1.120963e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84670 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -11209709.000000 Penalty: 5638.524414
	Iteration 45Q: 3 clusters Score -1.120971e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84780 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -11209767.000000 Penalty: 5638.524414
	Iteration 46Q: 3 clusters Score -1.120977e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84857 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -11209795.000000 Penalty: 5638.524414
	Iteration 47Q: 3 clusters Score -1.12098e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84914 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -11209835.000000 Penalty: 5638.524414
	Iteration 48Q: 3 clusters Score -1.120984e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84965 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -11209863.000000 Penalty: 5638.524414
	Iteration 49Q: 3 clusters Score -1.120986e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85014 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -11209883.000000 Penalty: 5638.524414
	Iteration 50Q: 3 clusters Score -1.120988e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85054 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -11209883.000000 Penalty: 5638.524414
	Iteration 51Q: 3 clusters Score -1.120988e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85084 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -11209907.000000 Penalty: 5638.524414
	Iteration 52Q: 3 clusters Score -1.120991e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85107 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -11209932.000000 Penalty: 5638.524414
	Iteration 53Q: 3 clusters Score -1.120993e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85127 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -11209933.000000 Penalty: 5638.524414
	Iteration 54Q: 3 clusters Score -1.120993e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85148 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -11209918.000000 Penalty: 5638.524414
	Iteration 55Q: 3 clusters Score -1.120992e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85164 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -11209947.000000 Penalty: 5638.524414
	Iteration 56Q: 3 clusters Score -1.120995e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85180 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -11209941.000000 Penalty: 5638.524414
	Iteration 57Q: 3 clusters Score -1.120994e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85193 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -11209951.000000 Penalty: 5638.524414
	Iteration 58Q: 3 clusters Score -1.120995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85198 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -11209952.000000 Penalty: 5638.524414
	Iteration 59Q: 3 clusters Score -1.120995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85205 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -11209949.000000 Penalty: 5638.524414
	Iteration 60F: 3 clusters Score -1.120995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85214 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -11209950.000000 Penalty: 5638.524414
	Iteration 61Q: 3 clusters Score -1.120995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85222 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -11209958.000000 Penalty: 5638.524414
	Iteration 62Q: 3 clusters Score -1.120996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85225 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -11209962.000000 Penalty: 5638.524414
	Iteration 63Q: 3 clusters Score -1.120996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85228 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -11209951.000000 Penalty: 5638.524414
	Iteration 64Q: 3 clusters Score -1.120995e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85232 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -11209967.000000 Penalty: 5638.524414
	Iteration 65Q: 3 clusters Score -1.120997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85235 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -11209972.000000 Penalty: 5638.524414
	Iteration 66Q: 3 clusters Score -1.120997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85244 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -11209969.000000 Penalty: 5638.524414
	Iteration 67Q: 3 clusters Score -1.120997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85251 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -11209978.000000 Penalty: 5638.524414
	Iteration 68Q: 3 clusters Score -1.120998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85260 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -11209980.000000 Penalty: 5638.524414
	Iteration 69Q: 3 clusters Score -1.120998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85267 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -11209993.000000 Penalty: 5638.524414
	Iteration 70Q: 3 clusters Score -1.120999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85269 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -11210000.000000 Penalty: 5638.524414
	Iteration 71Q: 3 clusters Score -1.121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85268 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -11210003.000000 Penalty: 5638.524414
	Iteration 72Q: 3 clusters Score -1.121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85271 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -11210009.000000 Penalty: 5638.524414
	Iteration 73Q: 3 clusters Score -1.121001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85273 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -11210001.000000 Penalty: 5638.524414
	Iteration 74Q: 3 clusters Score -1.121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85274 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -11209996.000000 Penalty: 5638.524414
	Iteration 75Q: 3 clusters Score -1.121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85277 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -11209993.000000 Penalty: 5638.524414
	Iteration 76Q: 3 clusters Score -1.120999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85278 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -11209986.000000 Penalty: 5638.524414
	Iteration 77Q: 3 clusters Score -1.120999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85278 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -11209986.000000 Penalty: 5638.524414
	Iteration 78F: 3 clusters Score -1.120999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Entering Unmasked Estep 
Score: -385007.156250 Penalty: 1976.143188
	Iteration 0F: 2 clusters Score -385007.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -381796.781250 Penalty: 3952.286377
	Iteration 0F: 3 clusters Score -381796.8 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -382472.500000 Penalty: 3952.286377
	Iteration 1F: 3 clusters Score -382472.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -382708.937500 Penalty: 3952.286377
	Iteration 2F: 3 clusters Score -382708.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -382879.468750 Penalty: 3952.286377
	Iteration 3F: 3 clusters Score -382879.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -383041.968750 Penalty: 3952.286377
	Iteration 4Q: 3 clusters Score -383042 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -383214.031250 Penalty: 3952.286377
	Iteration 5Q: 3 clusters Score -383214 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -383405.500000 Penalty: 3952.286377
	Iteration 6Q: 3 clusters Score -383405.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -383660.875000 Penalty: 3952.286377
	Iteration 7F: 3 clusters Score -383660.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -383903.625000 Penalty: 3952.286377
	Iteration 8F: 3 clusters Score -383903.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -384096.843750 Penalty: 3952.286377
	Iteration 9Q: 3 clusters Score -384096.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -384229.031250 Penalty: 3952.286377
	Iteration 10Q: 3 clusters Score -384229 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -384335.906250 Penalty: 3952.286377
	Iteration 11Q: 3 clusters Score -384335.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -384417.000000 Penalty: 3952.286377
	Iteration 12Q: 3 clusters Score -384417 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -384492.500000 Penalty: 3952.286377
	Iteration 13Q: 3 clusters Score -384492.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -384558.343750 Penalty: 3952.286377
	Iteration 14Q: 3 clusters Score -384558.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -384643.406250 Penalty: 3952.286377
	Iteration 15Q: 3 clusters Score -384643.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -384720.875000 Penalty: 3952.286377
	Iteration 16Q: 3 clusters Score -384720.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -384751.312500 Penalty: 3952.286377
	Iteration 17Q: 3 clusters Score -384751.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -384759.937500 Penalty: 3952.286377
	Iteration 18Q: 3 clusters Score -384759.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -384761.562500 Penalty: 3952.286377
	Iteration 19Q: 3 clusters Score -384761.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -384761.843750 Penalty: 3952.286377
	Iteration 20F: 3 clusters Score -384761.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -384763.093750 Penalty: 3952.286377
	Iteration 21Q: 3 clusters Score -384763.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -384763.093750 Penalty: 3952.286377
	Iteration 22F: 3 clusters Score -384763.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Entering Unmasked Estep 
Score: -874226.875000 Penalty: 2192.104492
	Iteration 0F: 2 clusters Score -874226.9 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 3443 members 
Entering Unmasked Estep 
Score: -868524.187500 Penalty: 4384.208984
	Iteration 0F: 3 clusters Score -868524.2 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -870141.437500 Penalty: 4384.208984
	Iteration 1F: 3 clusters Score -870141.4 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -870759.250000 Penalty: 4384.208984
	Iteration 2F: 3 clusters Score -870759.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -871352.625000 Penalty: 4384.208984
	Iteration 3F: 3 clusters Score -871352.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -871863.500000 Penalty: 4384.208984
	Iteration 4F: 3 clusters Score -871863.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -872202.000000 Penalty: 4384.208984
	Iteration 5F: 3 clusters Score -872202 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -872392.312500 Penalty: 4384.208984
	Iteration 6Q: 3 clusters Score -872392.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -872510.562500 Penalty: 4384.208984
	Iteration 7Q: 3 clusters Score -872510.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -872582.437500 Penalty: 4384.208984
	Iteration 8Q: 3 clusters Score -872582.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -872635.125000 Penalty: 4384.208984
	Iteration 9Q: 3 clusters Score -872635.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -872668.062500 Penalty: 4384.208984
	Iteration 10Q: 3 clusters Score -872668.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -872693.312500 Penalty: 4384.208984
	Iteration 11Q: 3 clusters Score -872693.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -872714.750000 Penalty: 4384.208984
	Iteration 12Q: 3 clusters Score -872714.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -872727.562500 Penalty: 4384.208984
	Iteration 13Q: 3 clusters Score -872727.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -872741.625000 Penalty: 4384.208984
	Iteration 14Q: 3 clusters Score -872741.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -872754.937500 Penalty: 4384.208984
	Iteration 15Q: 3 clusters Score -872754.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -872766.375000 Penalty: 4384.208984
	Iteration 16Q: 3 clusters Score -872766.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -872778.125000 Penalty: 4384.208984
	Iteration 17Q: 3 clusters Score -872778.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -872786.812500 Penalty: 4384.208984
	Iteration 18Q: 3 clusters Score -872786.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -872793.812500 Penalty: 4384.208984
	Iteration 19Q: 3 clusters Score -872793.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -872799.250000 Penalty: 4384.208984
	Iteration 20F: 3 clusters Score -872799.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -872807.312500 Penalty: 4384.208984
	Iteration 21Q: 3 clusters Score -872807.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -872812.500000 Penalty: 4384.208984
	Iteration 22Q: 3 clusters Score -872812.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -872815.062500 Penalty: 4384.208984
	Iteration 23Q: 3 clusters Score -872815.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -872820.187500 Penalty: 4384.208984
	Iteration 24Q: 3 clusters Score -872820.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -872821.062500 Penalty: 4384.208984
	Iteration 25Q: 3 clusters Score -872821.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -872825.812500 Penalty: 4384.208984
	Iteration 26Q: 3 clusters Score -872825.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -872830.625000 Penalty: 4384.208984
	Iteration 27Q: 3 clusters Score -872830.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -872834.937500 Penalty: 4384.208984
	Iteration 28Q: 3 clusters Score -872834.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -872838.750000 Penalty: 4384.208984
	Iteration 29Q: 3 clusters Score -872838.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -872844.500000 Penalty: 4384.208984
	Iteration 30Q: 3 clusters Score -872844.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -872848.500000 Penalty: 4384.208984
	Iteration 31Q: 3 clusters Score -872848.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -872848.625000 Penalty: 4384.208984
	Iteration 32Q: 3 clusters Score -872848.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -872852.375000 Penalty: 4384.208984
	Iteration 33Q: 3 clusters Score -872852.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -872856.812500 Penalty: 4384.208984
	Iteration 34Q: 3 clusters Score -872856.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -872861.937500 Penalty: 4384.208984
	Iteration 35Q: 3 clusters Score -872861.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -872860.125000 Penalty: 4384.208984
	Iteration 36Q: 3 clusters Score -872860.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -872862.937500 Penalty: 4384.208984
	Iteration 37Q: 3 clusters Score -872862.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -872861.750000 Penalty: 4384.208984
	Iteration 38Q: 3 clusters Score -872861.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -872861.750000 Penalty: 4384.208984
	Iteration 39F: 3 clusters Score -872861.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Entering Unmasked Estep 
Score: -82806.039062 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -82806.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -81119.664062 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -81119.66 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81346.234375 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -81346.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -81483.429688 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -81483.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -81540.234375 Penalty: 3230.562256
	Iteration 3Q: 3 clusters Score -81540.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -81586.843750 Penalty: 3230.562256
	Iteration 4Q: 3 clusters Score -81586.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -81602.117188 Penalty: 3230.562256
	Iteration 5Q: 3 clusters Score -81602.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -81616.046875 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -81616.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -81627.367188 Penalty: 3230.562256
	Iteration 7Q: 3 clusters Score -81627.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -81636.289062 Penalty: 3230.562256
	Iteration 8Q: 3 clusters Score -81636.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -81643.375000 Penalty: 3230.562256
	Iteration 9Q: 3 clusters Score -81643.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -81656.367188 Penalty: 3230.562256
	Iteration 10Q: 3 clusters Score -81656.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -81681.765625 Penalty: 3230.562256
	Iteration 11Q: 3 clusters Score -81681.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -81699.007812 Penalty: 3230.562256
	Iteration 12Q: 3 clusters Score -81699.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -81711.046875 Penalty: 3230.562256
	Iteration 13Q: 3 clusters Score -81711.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -81717.523438 Penalty: 3230.562256
	Iteration 14Q: 3 clusters Score -81717.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -81718.203125 Penalty: 3230.562256
	Iteration 15Q: 3 clusters Score -81718.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -81718.203125 Penalty: 3230.562256
	Iteration 16F: 3 clusters Score -81718.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (161471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161471 members 
Entering Unmasked Estep 
Score: -21620988.000000 Penalty: 2974.036133
	Iteration 0F: 2 clusters Score -2.162099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80711 members 
Mstep: Class 2 contains 80760 members 
Entering Unmasked Estep 
Score: -21515830.000000 Penalty: 5948.072266
	Iteration 0F: 3 clusters Score -2.151583e+07 nChanged 77120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80333 members 
Mstep: Class 2 contains 81138 members 
Entering Unmasked Estep 
Score: -21560068.000000 Penalty: 5948.072266
	Iteration 1F: 3 clusters Score -2.156007e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79942 members 
Mstep: Class 2 contains 81529 members 
Entering Unmasked Estep 
Score: -21560836.000000 Penalty: 5948.072266
	Iteration 2Q: 3 clusters Score -2.156084e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79460 members 
Mstep: Class 2 contains 82011 members 
Entering Unmasked Estep 
Score: -21561660.000000 Penalty: 5948.072266
	Iteration 3Q: 3 clusters Score -2.156166e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78833 members 
Mstep: Class 2 contains 82638 members 
Entering Unmasked Estep 
Score: -21562684.000000 Penalty: 5948.072266
	Iteration 4Q: 3 clusters Score -2.156268e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77894 members 
Mstep: Class 2 contains 83577 members 
Entering Unmasked Estep 
Score: -21564012.000000 Penalty: 5948.072266
	Iteration 5Q: 3 clusters Score -2.156401e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76609 members 
Mstep: Class 2 contains 84862 members 
Entering Unmasked Estep 
Score: -21566230.000000 Penalty: 5948.072266
	Iteration 6Q: 3 clusters Score -2.156623e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75032 members 
Mstep: Class 2 contains 86439 members 
Entering Unmasked Estep 
Score: -21569604.000000 Penalty: 5948.072266
	Iteration 7Q: 3 clusters Score -2.15696e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73354 members 
Mstep: Class 2 contains 88117 members 
Entering Unmasked Estep 
Score: -21574618.000000 Penalty: 5948.072266
	Iteration 8F: 3 clusters Score -2.157462e+07 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71870 members 
Mstep: Class 2 contains 89601 members 
Entering Unmasked Estep 
Score: -21581008.000000 Penalty: 5948.072266
	Iteration 9F: 3 clusters Score -2.158101e+07 nChanged 10198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70574 members 
Mstep: Class 2 contains 90897 members 
Entering Unmasked Estep 
Score: -21588158.000000 Penalty: 5948.072266
	Iteration 10F: 3 clusters Score -2.158816e+07 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69730 members 
Mstep: Class 2 contains 91741 members 
Entering Unmasked Estep 
Score: -21594226.000000 Penalty: 5948.072266
	Iteration 11F: 3 clusters Score -2.159423e+07 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69187 members 
Mstep: Class 2 contains 92284 members 
Entering Unmasked Estep 
Score: -21597522.000000 Penalty: 5948.072266
	Iteration 12Q: 3 clusters Score -2.159752e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68840 members 
Mstep: Class 2 contains 92631 members 
Entering Unmasked Estep 
Score: -21598826.000000 Penalty: 5948.072266
	Iteration 13Q: 3 clusters Score -2.159883e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68529 members 
Mstep: Class 2 contains 92942 members 
Entering Unmasked Estep 
Score: -21599368.000000 Penalty: 5948.072266
	Iteration 14Q: 3 clusters Score -2.159937e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68212 members 
Mstep: Class 2 contains 93259 members 
Entering Unmasked Estep 
Score: -21599724.000000 Penalty: 5948.072266
	Iteration 15Q: 3 clusters Score -2.159972e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67840 members 
Mstep: Class 2 contains 93631 members 
Entering Unmasked Estep 
Score: -21599918.000000 Penalty: 5948.072266
	Iteration 16Q: 3 clusters Score -2.159992e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67445 members 
Mstep: Class 2 contains 94026 members 
Entering Unmasked Estep 
Score: -21600068.000000 Penalty: 5948.072266
	Iteration 17Q: 3 clusters Score -2.160007e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67020 members 
Mstep: Class 2 contains 94451 members 
Entering Unmasked Estep 
Score: -21600214.000000 Penalty: 5948.072266
	Iteration 18Q: 3 clusters Score -2.160021e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66581 members 
Mstep: Class 2 contains 94890 members 
Entering Unmasked Estep 
Score: -21600404.000000 Penalty: 5948.072266
	Iteration 19Q: 3 clusters Score -2.16004e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Mstep: Class 2 contains 95335 members 
Entering Unmasked Estep 
Score: -21600522.000000 Penalty: 5948.072266
	Iteration 20F: 3 clusters Score -2.160052e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65637 members 
Mstep: Class 2 contains 95834 members 
Entering Unmasked Estep 
Score: -21600724.000000 Penalty: 5948.072266
	Iteration 21Q: 3 clusters Score -2.160072e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65097 members 
Mstep: Class 2 contains 96374 members 
Entering Unmasked Estep 
Score: -21600828.000000 Penalty: 5948.072266
	Iteration 22Q: 3 clusters Score -2.160083e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 96941 members 
Entering Unmasked Estep 
Score: -21600912.000000 Penalty: 5948.072266
	Iteration 23Q: 3 clusters Score -2.160091e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63939 members 
Mstep: Class 2 contains 97532 members 
Entering Unmasked Estep 
Score: -21601004.000000 Penalty: 5948.072266
	Iteration 24Q: 3 clusters Score -2.1601e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63326 members 
Mstep: Class 2 contains 98145 members 
Entering Unmasked Estep 
Score: -21601030.000000 Penalty: 5948.072266
	Iteration 25Q: 3 clusters Score -2.160103e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 98804 members 
Entering Unmasked Estep 
Score: -21601120.000000 Penalty: 5948.072266
	Iteration 26Q: 3 clusters Score -2.160112e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 99487 members 
Entering Unmasked Estep 
Score: -21601174.000000 Penalty: 5948.072266
	Iteration 27Q: 3 clusters Score -2.160117e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61254 members 
Mstep: Class 2 contains 100217 members 
Entering Unmasked Estep 
Score: -21601334.000000 Penalty: 5948.072266
	Iteration 28Q: 3 clusters Score -2.160133e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Mstep: Class 2 contains 100972 members 
Entering Unmasked Estep 
Score: -21601448.000000 Penalty: 5948.072266
	Iteration 29Q: 3 clusters Score -2.160145e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59715 members 
Mstep: Class 2 contains 101756 members 
Entering Unmasked Estep 
Score: -21601550.000000 Penalty: 5948.072266
	Iteration 30Q: 3 clusters Score -2.160155e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 102546 members 
Entering Unmasked Estep 
Score: -21601530.000000 Penalty: 5948.072266
	Iteration 31Q: 3 clusters Score -2.160153e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 103402 members 
Entering Unmasked Estep 
Score: -21601666.000000 Penalty: 5948.072266
	Iteration 32Q: 3 clusters Score -2.160167e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57173 members 
Mstep: Class 2 contains 104298 members 
Entering Unmasked Estep 
Score: -21601806.000000 Penalty: 5948.072266
	Iteration 33Q: 3 clusters Score -2.160181e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 105298 members 
Entering Unmasked Estep 
Score: -21601882.000000 Penalty: 5948.072266
	Iteration 34Q: 3 clusters Score -2.160188e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55186 members 
Mstep: Class 2 contains 106285 members 
Entering Unmasked Estep 
Score: -21601878.000000 Penalty: 5948.072266
	Iteration 35Q: 3 clusters Score -2.160188e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54109 members 
Mstep: Class 2 contains 107362 members 
Entering Unmasked Estep 
Score: -21602056.000000 Penalty: 5948.072266
	Iteration 36Q: 3 clusters Score -2.160206e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 108514 members 
Entering Unmasked Estep 
Score: -21602212.000000 Penalty: 5948.072266
	Iteration 37Q: 3 clusters Score -2.160221e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 109682 members 
Entering Unmasked Estep 
Score: -21602464.000000 Penalty: 5948.072266
	Iteration 38Q: 3 clusters Score -2.160246e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 110865 members 
Entering Unmasked Estep 
Score: -21602530.000000 Penalty: 5948.072266
	Iteration 39Q: 3 clusters Score -2.160253e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 112107 members 
Entering Unmasked Estep 
Score: -21602622.000000 Penalty: 5948.072266
	Iteration 40F: 3 clusters Score -2.160262e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 113445 members 
Entering Unmasked Estep 
Score: -21602882.000000 Penalty: 5948.072266
	Iteration 41Q: 3 clusters Score -2.160288e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 114833 members 
Entering Unmasked Estep 
Score: -21603134.000000 Penalty: 5948.072266
	Iteration 42Q: 3 clusters Score -2.160313e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 116261 members 
Entering Unmasked Estep 
Score: -21603320.000000 Penalty: 5948.072266
	Iteration 43Q: 3 clusters Score -2.160332e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 117828 members 
Entering Unmasked Estep 
Score: -21603662.000000 Penalty: 5948.072266
	Iteration 44Q: 3 clusters Score -2.160366e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 119529 members 
Entering Unmasked Estep 
Score: -21604066.000000 Penalty: 5948.072266
	Iteration 45Q: 3 clusters Score -2.160407e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 121339 members 
Entering Unmasked Estep 
Score: -21604320.000000 Penalty: 5948.072266
	Iteration 46Q: 3 clusters Score -2.160432e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 123280 members 
Entering Unmasked Estep 
Score: -21604772.000000 Penalty: 5948.072266
	Iteration 47Q: 3 clusters Score -2.160477e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 125280 members 
Entering Unmasked Estep 
Score: -21605208.000000 Penalty: 5948.072266
	Iteration 48Q: 3 clusters Score -2.160521e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 127290 members 
Entering Unmasked Estep 
Score: -21605680.000000 Penalty: 5948.072266
	Iteration 49Q: 3 clusters Score -2.160568e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 129366 members 
Entering Unmasked Estep 
Score: -21606266.000000 Penalty: 5948.072266
	Iteration 50Q: 3 clusters Score -2.160627e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 131536 members 
Entering Unmasked Estep 
Score: -21606774.000000 Penalty: 5948.072266
	Iteration 51Q: 3 clusters Score -2.160677e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 133723 members 
Entering Unmasked Estep 
Score: -21607450.000000 Penalty: 5948.072266
	Iteration 52Q: 3 clusters Score -2.160745e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 135972 members 
Entering Unmasked Estep 
Score: -21608160.000000 Penalty: 5948.072266
	Iteration 53Q: 3 clusters Score -2.160816e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 138320 members 
Entering Unmasked Estep 
Score: -21609006.000000 Penalty: 5948.072266
	Iteration 54Q: 3 clusters Score -2.160901e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 140651 members 
Entering Unmasked Estep 
Score: -21610076.000000 Penalty: 5948.072266
	Iteration 55Q: 3 clusters Score -2.161008e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 142902 members 
Entering Unmasked Estep 
Score: -21611170.000000 Penalty: 5948.072266
	Iteration 56Q: 3 clusters Score -2.161117e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 145200 members 
Entering Unmasked Estep 
Score: -21611982.000000 Penalty: 5948.072266
	Iteration 57Q: 3 clusters Score -2.161198e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 147445 members 
Entering Unmasked Estep 
Score: -21613200.000000 Penalty: 5948.072266
	Iteration 58Q: 3 clusters Score -2.16132e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 149598 members 
Entering Unmasked Estep 
Score: -21614344.000000 Penalty: 5948.072266
	Iteration 59Q: 3 clusters Score -2.161434e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 151603 members 
Entering Unmasked Estep 
Score: -21615132.000000 Penalty: 5948.072266
	Iteration 60F: 3 clusters Score -2.161513e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 153381 members 
Entering Unmasked Estep 
Score: -21616054.000000 Penalty: 5948.072266
	Iteration 61Q: 3 clusters Score -2.161605e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 154970 members 
Entering Unmasked Estep 
Score: -21616828.000000 Penalty: 5948.072266
	Iteration 62Q: 3 clusters Score -2.161683e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 156333 members 
Entering Unmasked Estep 
Score: -21617382.000000 Penalty: 5948.072266
	Iteration 63Q: 3 clusters Score -2.161738e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 157355 members 
Entering Unmasked Estep 
Score: -21617774.000000 Penalty: 5948.072266
	Iteration 64Q: 3 clusters Score -2.161777e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -21618006.000000 Penalty: 5948.072266
	Iteration 65Q: 3 clusters Score -2.161801e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 158733 members 
Entering Unmasked Estep 
Score: -21618196.000000 Penalty: 5948.072266
	Iteration 66Q: 3 clusters Score -2.16182e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 159151 members 
Entering Unmasked Estep 
Score: -21618300.000000 Penalty: 5948.072266
	Iteration 67Q: 3 clusters Score -2.16183e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 159428 members 
Entering Unmasked Estep 
Score: -21618420.000000 Penalty: 5948.072266
	Iteration 68Q: 3 clusters Score -2.161842e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 159648 members 
Entering Unmasked Estep 
Score: -21618492.000000 Penalty: 5948.072266
	Iteration 69Q: 3 clusters Score -2.161849e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 159806 members 
Entering Unmasked Estep 
Score: -21618522.000000 Penalty: 5948.072266
	Iteration 70Q: 3 clusters Score -2.161852e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 159912 members 
Entering Unmasked Estep 
Score: -21618594.000000 Penalty: 5948.072266
	Iteration 71Q: 3 clusters Score -2.161859e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 160002 members 
Entering Unmasked Estep 
Score: -21618650.000000 Penalty: 5948.072266
	Iteration 72Q: 3 clusters Score -2.161865e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 160087 members 
Entering Unmasked Estep 
Score: -21618634.000000 Penalty: 5948.072266
	Iteration 73Q: 3 clusters Score -2.161863e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 160158 members 
Entering Unmasked Estep 
Score: -21618694.000000 Penalty: 5948.072266
	Iteration 74Q: 3 clusters Score -2.161869e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 160213 members 
Entering Unmasked Estep 
Score: -21618694.000000 Penalty: 5948.072266
	Iteration 75Q: 3 clusters Score -2.161869e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 160253 members 
Entering Unmasked Estep 
Score: -21618716.000000 Penalty: 5948.072266
	Iteration 76Q: 3 clusters Score -2.161872e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 160279 members 
Entering Unmasked Estep 
Score: -21618724.000000 Penalty: 5948.072266
	Iteration 77Q: 3 clusters Score -2.161872e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 160307 members 
Entering Unmasked Estep 
Score: -21618742.000000 Penalty: 5948.072266
	Iteration 78Q: 3 clusters Score -2.161874e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 160332 members 
Entering Unmasked Estep 
Score: -21618752.000000 Penalty: 5948.072266
	Iteration 79Q: 3 clusters Score -2.161875e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 160353 members 
Entering Unmasked Estep 
Score: -21618748.000000 Penalty: 5948.072266
	Iteration 80F: 3 clusters Score -2.161875e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 160370 members 
Entering Unmasked Estep 
Score: -21618770.000000 Penalty: 5948.072266
	Iteration 81Q: 3 clusters Score -2.161877e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 160387 members 
Entering Unmasked Estep 
Score: -21618780.000000 Penalty: 5948.072266
	Iteration 82Q: 3 clusters Score -2.161878e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 160407 members 
Entering Unmasked Estep 
Score: -21618786.000000 Penalty: 5948.072266
	Iteration 83Q: 3 clusters Score -2.161879e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 160424 members 
Entering Unmasked Estep 
Score: -21618768.000000 Penalty: 5948.072266
	Iteration 84Q: 3 clusters Score -2.161877e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 160434 members 
Entering Unmasked Estep 
Score: -21618764.000000 Penalty: 5948.072266
	Iteration 85Q: 3 clusters Score -2.161876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 160439 members 
Entering Unmasked Estep 
Score: -21618772.000000 Penalty: 5948.072266
	Iteration 86Q: 3 clusters Score -2.161877e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 160450 members 
Entering Unmasked Estep 
Score: -21618772.000000 Penalty: 5948.072266
	Iteration 87Q: 3 clusters Score -2.161877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 160455 members 
Entering Unmasked Estep 
Score: -21618788.000000 Penalty: 5948.072266
	Iteration 88Q: 3 clusters Score -2.161879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 160459 members 
Entering Unmasked Estep 
Score: -21618788.000000 Penalty: 5948.072266
	Iteration 89Q: 3 clusters Score -2.161879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 160464 members 
Entering Unmasked Estep 
Score: -21618778.000000 Penalty: 5948.072266
	Iteration 90Q: 3 clusters Score -2.161878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 160468 members 
Entering Unmasked Estep 
Score: -21618780.000000 Penalty: 5948.072266
	Iteration 91Q: 3 clusters Score -2.161878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 160471 members 
Entering Unmasked Estep 
Score: -21618782.000000 Penalty: 5948.072266
	Iteration 92Q: 3 clusters Score -2.161878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 160475 members 
Entering Unmasked Estep 
Score: -21618798.000000 Penalty: 5948.072266
	Iteration 93Q: 3 clusters Score -2.16188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 160481 members 
Entering Unmasked Estep 
Score: -21618798.000000 Penalty: 5948.072266
	Iteration 94Q: 3 clusters Score -2.16188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 160485 members 
Entering Unmasked Estep 
Score: -21618786.000000 Penalty: 5948.072266
	Iteration 95Q: 3 clusters Score -2.161879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 160486 members 
Entering Unmasked Estep 
Score: -21618786.000000 Penalty: 5948.072266
	Iteration 96Q: 3 clusters Score -2.161879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 160487 members 
Entering Unmasked Estep 
Score: -21618788.000000 Penalty: 5948.072266
	Iteration 97Q: 3 clusters Score -2.161879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 160488 members 
Entering Unmasked Estep 
Score: -21618788.000000 Penalty: 5948.072266
	Iteration 98Q: 3 clusters Score -2.161879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 160490 members 
Entering Unmasked Estep 
Score: -21618796.000000 Penalty: 5948.072266
	Iteration 99Q: 3 clusters Score -2.16188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 160492 members 
Entering Unmasked Estep 
Score: -21618796.000000 Penalty: 5948.072266
	Iteration 100F: 3 clusters Score -2.16188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (154517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154517 members 
Entering Unmasked Estep 
Score: -20532998.000000 Penalty: 2963.118652
	Iteration 0F: 2 clusters Score -2.0533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77494 members 
Mstep: Class 2 contains 77023 members 
Entering Unmasked Estep 
Score: -20429772.000000 Penalty: 5926.237305
	Iteration 0F: 3 clusters Score -2.042977e+07 nChanged 73936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82172 members 
Mstep: Class 2 contains 72345 members 
Entering Unmasked Estep 
Score: -20473000.000000 Penalty: 5926.237305
	Iteration 1F: 3 clusters Score -2.0473e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85551 members 
Mstep: Class 2 contains 68966 members 
Entering Unmasked Estep 
Score: -20474678.000000 Penalty: 5926.237305
	Iteration 2Q: 3 clusters Score -2.047468e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90688 members 
Mstep: Class 2 contains 63829 members 
Entering Unmasked Estep 
Score: -20477358.000000 Penalty: 5926.237305
	Iteration 3Q: 3 clusters Score -2.047736e+07 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98117 members 
Mstep: Class 2 contains 56400 members 
Entering Unmasked Estep 
Score: -20481800.000000 Penalty: 5926.237305
	Iteration 4F: 3 clusters Score -2.04818e+07 nChanged 10576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108053 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -20489010.000000 Penalty: 5926.237305
	Iteration 5F: 3 clusters Score -2.048901e+07 nChanged 12184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119865 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -20499008.000000 Penalty: 5926.237305
	Iteration 6F: 3 clusters Score -2.049901e+07 nChanged 11901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131552 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -20509640.000000 Penalty: 5926.237305
	Iteration 7F: 3 clusters Score -2.050964e+07 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141029 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -20518766.000000 Penalty: 5926.237305
	Iteration 8F: 3 clusters Score -2.051877e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147289 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -20524416.000000 Penalty: 5926.237305
	Iteration 9Q: 3 clusters Score -2.052442e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150789 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -20527538.000000 Penalty: 5926.237305
	Iteration 10Q: 3 clusters Score -2.052754e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152563 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -20528980.000000 Penalty: 5926.237305
	Iteration 11Q: 3 clusters Score -2.052898e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153354 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -20529650.000000 Penalty: 5926.237305
	Iteration 12Q: 3 clusters Score -2.052965e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153721 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -20530014.000000 Penalty: 5926.237305
	Iteration 13Q: 3 clusters Score -2.053001e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153888 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -20530138.000000 Penalty: 5926.237305
	Iteration 14Q: 3 clusters Score -2.053014e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153979 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -20530236.000000 Penalty: 5926.237305
	Iteration 15Q: 3 clusters Score -2.053024e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154029 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -20530298.000000 Penalty: 5926.237305
	Iteration 16Q: 3 clusters Score -2.05303e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154060 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -20530354.000000 Penalty: 5926.237305
	Iteration 17Q: 3 clusters Score -2.053035e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154072 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -20530376.000000 Penalty: 5926.237305
	Iteration 18Q: 3 clusters Score -2.053038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154074 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -20530360.000000 Penalty: 5926.237305
	Iteration 19Q: 3 clusters Score -2.053036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154077 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -20530376.000000 Penalty: 5926.237305
	Iteration 20F: 3 clusters Score -2.053038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154081 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -20530380.000000 Penalty: 5926.237305
	Iteration 21Q: 3 clusters Score -2.053038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154085 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -20530374.000000 Penalty: 5926.237305
	Iteration 22Q: 3 clusters Score -2.053037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154096 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -20530398.000000 Penalty: 5926.237305
	Iteration 23Q: 3 clusters Score -2.05304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154100 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -20530414.000000 Penalty: 5926.237305
	Iteration 24Q: 3 clusters Score -2.053041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154096 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -20530412.000000 Penalty: 5926.237305
	Iteration 25Q: 3 clusters Score -2.053041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154100 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -20530426.000000 Penalty: 5926.237305
	Iteration 26Q: 3 clusters Score -2.053043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154105 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -20530440.000000 Penalty: 5926.237305
	Iteration 27Q: 3 clusters Score -2.053044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154112 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -20530446.000000 Penalty: 5926.237305
	Iteration 28Q: 3 clusters Score -2.053045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154114 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -20530444.000000 Penalty: 5926.237305
	Iteration 29Q: 3 clusters Score -2.053044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154118 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -20530476.000000 Penalty: 5926.237305
	Iteration 30Q: 3 clusters Score -2.053048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154119 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -20530474.000000 Penalty: 5926.237305
	Iteration 31Q: 3 clusters Score -2.053047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154120 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -20530484.000000 Penalty: 5926.237305
	Iteration 32Q: 3 clusters Score -2.053048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154121 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -20530474.000000 Penalty: 5926.237305
	Iteration 33Q: 3 clusters Score -2.053047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154122 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -20530478.000000 Penalty: 5926.237305
	Iteration 34Q: 3 clusters Score -2.053048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154123 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -20530486.000000 Penalty: 5926.237305
	Iteration 35Q: 3 clusters Score -2.053049e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154124 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -20530492.000000 Penalty: 5926.237305
	Iteration 36Q: 3 clusters Score -2.053049e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154124 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -20530492.000000 Penalty: 5926.237305
	Iteration 37F: 3 clusters Score -2.053049e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Entering Unmasked Estep 
Score: -3178720.250000 Penalty: 2501.342529
	Iteration 0F: 2 clusters Score -3178720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -3161833.500000 Penalty: 5002.685059
	Iteration 0F: 3 clusters Score -3161834 nChanged 10800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -3167560.750000 Penalty: 5002.685059
	Iteration 1F: 3 clusters Score -3167561 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -3167940.750000 Penalty: 5002.685059
	Iteration 2Q: 3 clusters Score -3167941 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -3168289.750000 Penalty: 5002.685059
	Iteration 3Q: 3 clusters Score -3168290 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -3168706.750000 Penalty: 5002.685059
	Iteration 4Q: 3 clusters Score -3168707 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -3169290.500000 Penalty: 5002.685059
	Iteration 5Q: 3 clusters Score -3169290 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -3170131.750000 Penalty: 5002.685059
	Iteration 6F: 3 clusters Score -3170132 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -3171325.500000 Penalty: 5002.685059
	Iteration 7F: 3 clusters Score -3171326 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -3172633.500000 Penalty: 5002.685059
	Iteration 8F: 3 clusters Score -3172634 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -3173914.250000 Penalty: 5002.685059
	Iteration 9F: 3 clusters Score -3173914 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3175051.250000 Penalty: 5002.685059
	Iteration 10F: 3 clusters Score -3175051 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -3175945.500000 Penalty: 5002.685059
	Iteration 11Q: 3 clusters Score -3175946 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3176454.000000 Penalty: 5002.685059
	Iteration 12Q: 3 clusters Score -3176454 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3176733.000000 Penalty: 5002.685059
	Iteration 13Q: 3 clusters Score -3176733 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3176887.750000 Penalty: 5002.685059
	Iteration 14Q: 3 clusters Score -3176888 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3176972.750000 Penalty: 5002.685059
	Iteration 15Q: 3 clusters Score -3176973 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3177014.500000 Penalty: 5002.685059
	Iteration 16Q: 3 clusters Score -3177014 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3177047.750000 Penalty: 5002.685059
	Iteration 17Q: 3 clusters Score -3177048 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3177063.000000 Penalty: 5002.685059
	Iteration 18Q: 3 clusters Score -3177063 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3177074.750000 Penalty: 5002.685059
	Iteration 19Q: 3 clusters Score -3177075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3177080.500000 Penalty: 5002.685059
	Iteration 20F: 3 clusters Score -3177080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3177084.250000 Penalty: 5002.685059
	Iteration 21Q: 3 clusters Score -3177084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3177087.750000 Penalty: 5002.685059
	Iteration 22Q: 3 clusters Score -3177088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3177087.000000 Penalty: 5002.685059
	Iteration 23Q: 3 clusters Score -3177087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3177095.500000 Penalty: 5002.685059
	Iteration 24Q: 3 clusters Score -3177096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3177094.500000 Penalty: 5002.685059
	Iteration 25Q: 3 clusters Score -3177094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3177098.250000 Penalty: 5002.685059
	Iteration 26Q: 3 clusters Score -3177098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3177098.000000 Penalty: 5002.685059
	Iteration 27Q: 3 clusters Score -3177098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3177098.000000 Penalty: 5002.685059
	Iteration 28Q: 3 clusters Score -3177098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3177096.500000 Penalty: 5002.685059
	Iteration 29Q: 3 clusters Score -3177096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3177092.500000 Penalty: 5002.685059
	Iteration 30Q: 3 clusters Score -3177092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3177094.750000 Penalty: 5002.685059
	Iteration 31Q: 3 clusters Score -3177095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3177104.750000 Penalty: 5002.685059
	Iteration 32Q: 3 clusters Score -3177105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3177106.250000 Penalty: 5002.685059
	Iteration 33Q: 3 clusters Score -3177106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3177108.250000 Penalty: 5002.685059
	Iteration 34Q: 3 clusters Score -3177108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3177112.250000 Penalty: 5002.685059
	Iteration 35Q: 3 clusters Score -3177112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3177112.000000 Penalty: 5002.685059
	Iteration 36Q: 3 clusters Score -3177112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3177115.250000 Penalty: 5002.685059
	Iteration 37Q: 3 clusters Score -3177115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3177116.250000 Penalty: 5002.685059
	Iteration 38Q: 3 clusters Score -3177116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3177119.250000 Penalty: 5002.685059
	Iteration 39Q: 3 clusters Score -3177119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3177123.500000 Penalty: 5002.685059
	Iteration 40F: 3 clusters Score -3177124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3177130.250000 Penalty: 5002.685059
	Iteration 41Q: 3 clusters Score -3177130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3177129.250000 Penalty: 5002.685059
	Iteration 42Q: 3 clusters Score -3177129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3177129.750000 Penalty: 5002.685059
	Iteration 43Q: 3 clusters Score -3177130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3177134.000000 Penalty: 5002.685059
	Iteration 44Q: 3 clusters Score -3177134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3177136.500000 Penalty: 5002.685059
	Iteration 45Q: 3 clusters Score -3177136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3177142.750000 Penalty: 5002.685059
	Iteration 46Q: 3 clusters Score -3177143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3177151.750000 Penalty: 5002.685059
	Iteration 47Q: 3 clusters Score -3177152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3177152.750000 Penalty: 5002.685059
	Iteration 48Q: 3 clusters Score -3177153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3177146.000000 Penalty: 5002.685059
	Iteration 49Q: 3 clusters Score -3177146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3177147.750000 Penalty: 5002.685059
	Iteration 50Q: 3 clusters Score -3177148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3177144.750000 Penalty: 5002.685059
	Iteration 51Q: 3 clusters Score -3177145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3177148.500000 Penalty: 5002.685059
	Iteration 52Q: 3 clusters Score -3177148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3177145.750000 Penalty: 5002.685059
	Iteration 53Q: 3 clusters Score -3177146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3177148.250000 Penalty: 5002.685059
	Iteration 54Q: 3 clusters Score -3177148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3177148.250000 Penalty: 5002.685059
	Iteration 55F: 3 clusters Score -3177148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -39603.722656 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -39603.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38322.117188 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -38322.12 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38989.265625 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -38989.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -39505.976562 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -39505.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -40026.542969 Penalty: 2952.808594
	Iteration 3F: 3 clusters Score -40026.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40486.902344 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -40486.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40679.699219 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -40679.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40962.488281 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -40962.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40990.429688 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -40990.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41027.910156 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -41027.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -41039.398438 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -41039.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -41059.027344 Penalty: 2952.808594
	Iteration 10F: 3 clusters Score -41059.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41145.750000 Penalty: 2952.808594
	Iteration 11Q: 3 clusters Score -41145.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -41263.449219 Penalty: 2952.808594
	Iteration 12Q: 3 clusters Score -41263.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41293.246094 Penalty: 2952.808594
	Iteration 13Q: 3 clusters Score -41293.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41298.578125 Penalty: 2952.808594
	Iteration 14F: 3 clusters Score -41298.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41323.726562 Penalty: 2952.808594
	Iteration 15Q: 3 clusters Score -41323.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41323.726562 Penalty: 2952.808594
	Iteration 16F: 3 clusters Score -41323.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4014 members 
Mstep: Class 3 contains 160437 members 
Mstep: Class 4 contains 70169 members 
Mstep: Class 5 contains 161032 members 
Mstep: Class 6 contains 86508 members 
Mstep: Class 7 contains 2888 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161471 members 
Mstep: Class 11 contains 154517 members 
Mstep: Class 12 contains 24006 members 
Mstep: Class 13 contains 140 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 10301 members 
Mstep: Class 18 contains 158389 members 
Mstep: Class 19 contains 158678 members 
Mstep: Class 20 contains 44491 members 
Mstep: Class 21 contains 166072 members 
Mstep: Class 22 contains 5342 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 245 members 
Entering Unmasked Estep 
Score: -180455872.000000 Penalty: 91161.578125
Splitting cluster 13 changes total score from -180456000.000000 to -180455872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Entering Unmasked Estep 
Score: -114146.296875 Penalty: 1705.313599
	Iteration 0F: 2 clusters Score -114146.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -112310.484375 Penalty: 3410.627197
	Iteration 0F: 3 clusters Score -112310.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -112719.976562 Penalty: 3410.627197
	Iteration 1F: 3 clusters Score -112720 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -112899.406250 Penalty: 3410.627197
	Iteration 2F: 3 clusters Score -112899.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -112969.804688 Penalty: 3410.627197
	Iteration 3Q: 3 clusters Score -112969.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -113024.171875 Penalty: 3410.627197
	Iteration 4Q: 3 clusters Score -113024.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -113093.960938 Penalty: 3410.627197
	Iteration 5Q: 3 clusters Score -113094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -113186.054688 Penalty: 3410.627197
	Iteration 6Q: 3 clusters Score -113186.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -113261.851562 Penalty: 3410.627197
	Iteration 7Q: 3 clusters Score -113261.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -113295.882812 Penalty: 3410.627197
	Iteration 8Q: 3 clusters Score -113295.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -113313.250000 Penalty: 3410.627197
	Iteration 9Q: 3 clusters Score -113313.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -113362.781250 Penalty: 3410.627197
	Iteration 10Q: 3 clusters Score -113362.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -113401.210938 Penalty: 3410.627197
	Iteration 11Q: 3 clusters Score -113401.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -113414.492188 Penalty: 3410.627197
	Iteration 12Q: 3 clusters Score -113414.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -113423.031250 Penalty: 3410.627197
	Iteration 13Q: 3 clusters Score -113423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -113424.625000 Penalty: 3410.627197
	Iteration 14Q: 3 clusters Score -113424.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -113426.007812 Penalty: 3410.627197
	Iteration 15Q: 3 clusters Score -113426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -113426.640625 Penalty: 3410.627197
	Iteration 16Q: 3 clusters Score -113426.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -113426.640625 Penalty: 3410.627197
	Iteration 17F: 3 clusters Score -113426.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -10533.827148 Penalty: 1115.952759
	Iteration 0F: 2 clusters Score -10533.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -9835.508789 Penalty: 2231.905518
	Iteration 0F: 3 clusters Score -9835.509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9854.019531 Penalty: 2231.905518
	Iteration 1Q: 3 clusters Score -9854.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -9854.019531 Penalty: 2231.905518
	Iteration 2F: 3 clusters Score -9854.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -76067.664062 Penalty: 1603.217896
	Iteration 0F: 2 clusters Score -76067.66 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 286 members 
Entering Unmasked Estep 
Score: -74580.328125 Penalty: 3206.435791
	Iteration 0F: 3 clusters Score -74580.33 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -75323.164062 Penalty: 3206.435791
	Iteration 1F: 3 clusters Score -75323.16 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -76464.140625 Penalty: 3206.435791
	Iteration 2F: 3 clusters Score -76464.14 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -77697.250000 Penalty: 3206.435791
	Iteration 3F: 3 clusters Score -77697.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -78582.093750 Penalty: 3206.435791
	Iteration 4F: 3 clusters Score -78582.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -78612.031250 Penalty: 3206.435791
	Iteration 5Q: 3 clusters Score -78612.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -78623.757812 Penalty: 3206.435791
	Iteration 6Q: 3 clusters Score -78623.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -78623.757812 Penalty: 3206.435791
	Iteration 7F: 3 clusters Score -78623.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4014 members 
Mstep: Class 3 contains 160437 members 
Mstep: Class 4 contains 70169 members 
Mstep: Class 5 contains 161032 members 
Mstep: Class 6 contains 86508 members 
Mstep: Class 7 contains 2888 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161471 members 
Mstep: Class 11 contains 154517 members 
Mstep: Class 12 contains 24006 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10301 members 
Mstep: Class 18 contains 158389 members 
Mstep: Class 19 contains 158678 members 
Mstep: Class 20 contains 44491 members 
Mstep: Class 21 contains 166072 members 
Mstep: Class 22 contains 5342 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
Score: -180456784.000000 Penalty: 91161.578125
Splitting cluster 16 changes total score from -180456000.000000 to -180456784.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (10301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Entering Unmasked Estep 
Score: -1375974.000000 Penalty: 2291.519043
	Iteration 0F: 2 clusters Score -1375974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1368123.250000 Penalty: 4583.038086
	Iteration 0F: 3 clusters Score -1368123 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1370371.125000 Penalty: 4583.038086
	Iteration 1F: 3 clusters Score -1370371 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1370636.750000 Penalty: 4583.038086
	Iteration 2F: 3 clusters Score -1370637 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1370801.125000 Penalty: 4583.038086
	Iteration 3Q: 3 clusters Score -1370801 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1370912.625000 Penalty: 4583.038086
	Iteration 4Q: 3 clusters Score -1370913 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1371029.875000 Penalty: 4583.038086
	Iteration 5Q: 3 clusters Score -1371030 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1371155.000000 Penalty: 4583.038086
	Iteration 6Q: 3 clusters Score -1371155 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1371336.125000 Penalty: 4583.038086
	Iteration 7Q: 3 clusters Score -1371336 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1371592.625000 Penalty: 4583.038086
	Iteration 8Q: 3 clusters Score -1371593 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1371931.875000 Penalty: 4583.038086
	Iteration 9Q: 3 clusters Score -1371932 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1372326.750000 Penalty: 4583.038086
	Iteration 10F: 3 clusters Score -1372327 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1372727.125000 Penalty: 4583.038086
	Iteration 11F: 3 clusters Score -1372727 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1373171.375000 Penalty: 4583.038086
	Iteration 12F: 3 clusters Score -1373171 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1373628.375000 Penalty: 4583.038086
	Iteration 13F: 3 clusters Score -1373628 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1373996.500000 Penalty: 4583.038086
	Iteration 14Q: 3 clusters Score -1373996 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1374290.875000 Penalty: 4583.038086
	Iteration 15Q: 3 clusters Score -1374291 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1374459.500000 Penalty: 4583.038086
	Iteration 16Q: 3 clusters Score -1374460 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1374548.750000 Penalty: 4583.038086
	Iteration 17Q: 3 clusters Score -1374549 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1374598.625000 Penalty: 4583.038086
	Iteration 18Q: 3 clusters Score -1374599 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1374630.750000 Penalty: 4583.038086
	Iteration 19Q: 3 clusters Score -1374631 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1374644.000000 Penalty: 4583.038086
	Iteration 20F: 3 clusters Score -1374644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1374654.000000 Penalty: 4583.038086
	Iteration 21Q: 3 clusters Score -1374654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1374655.625000 Penalty: 4583.038086
	Iteration 22Q: 3 clusters Score -1374656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1374661.125000 Penalty: 4583.038086
	Iteration 23Q: 3 clusters Score -1374661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1374667.750000 Penalty: 4583.038086
	Iteration 24Q: 3 clusters Score -1374668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1374667.250000 Penalty: 4583.038086
	Iteration 25Q: 3 clusters Score -1374667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1374670.125000 Penalty: 4583.038086
	Iteration 26Q: 3 clusters Score -1374670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1374670.500000 Penalty: 4583.038086
	Iteration 27Q: 3 clusters Score -1374670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1374670.875000 Penalty: 4583.038086
	Iteration 28Q: 3 clusters Score -1374671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1374671.875000 Penalty: 4583.038086
	Iteration 29Q: 3 clusters Score -1374672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1374672.250000 Penalty: 4583.038086
	Iteration 30Q: 3 clusters Score -1374672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1374674.750000 Penalty: 4583.038086
	Iteration 31Q: 3 clusters Score -1374675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1374676.125000 Penalty: 4583.038086
	Iteration 32Q: 3 clusters Score -1374676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1374676.875000 Penalty: 4583.038086
	Iteration 33Q: 3 clusters Score -1374677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1374675.375000 Penalty: 4583.038086
	Iteration 34Q: 3 clusters Score -1374675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1374676.500000 Penalty: 4583.038086
	Iteration 35Q: 3 clusters Score -1374676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1374676.250000 Penalty: 4583.038086
	Iteration 36Q: 3 clusters Score -1374676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1374676.250000 Penalty: 4583.038086
	Iteration 37F: 3 clusters Score -1374676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (158389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158389 members 
Entering Unmasked Estep 
Score: -21056058.000000 Penalty: 2969.256592
	Iteration 0F: 2 clusters Score -2.105606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79663 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -20952696.000000 Penalty: 5938.513184
	Iteration 0F: 3 clusters Score -2.09527e+07 nChanged 75968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85349 members 
Mstep: Class 2 contains 73040 members 
Entering Unmasked Estep 
Score: -20996588.000000 Penalty: 5938.513184
	Iteration 1F: 3 clusters Score -2.099659e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89052 members 
Mstep: Class 2 contains 69337 members 
Entering Unmasked Estep 
Score: -20997802.000000 Penalty: 5938.513184
	Iteration 2Q: 3 clusters Score -2.09978e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94648 members 
Mstep: Class 2 contains 63741 members 
Entering Unmasked Estep 
Score: -21000058.000000 Penalty: 5938.513184
	Iteration 3Q: 3 clusters Score -2.100006e+07 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102999 members 
Mstep: Class 2 contains 55390 members 
Entering Unmasked Estep 
Score: -21004270.000000 Penalty: 5938.513184
	Iteration 4F: 3 clusters Score -2.100427e+07 nChanged 11841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114788 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -21012522.000000 Penalty: 5938.513184
	Iteration 5F: 3 clusters Score -2.101252e+07 nChanged 14532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129312 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -21024930.000000 Penalty: 5938.513184
	Iteration 6F: 3 clusters Score -2.102493e+07 nChanged 14038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143350 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -21038950.000000 Penalty: 5938.513184
	Iteration 7F: 3 clusters Score -2.103895e+07 nChanged 9461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152811 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -21048644.000000 Penalty: 5938.513184
	Iteration 8F: 3 clusters Score -2.104864e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156748 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -21052128.000000 Penalty: 5938.513184
	Iteration 9Q: 3 clusters Score -2.105213e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157821 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -21052910.000000 Penalty: 5938.513184
	Iteration 10Q: 3 clusters Score -2.105291e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158067 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -21053182.000000 Penalty: 5938.513184
	Iteration 11Q: 3 clusters Score -2.105318e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158139 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21053332.000000 Penalty: 5938.513184
	Iteration 12Q: 3 clusters Score -2.105333e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158160 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21053380.000000 Penalty: 5938.513184
	Iteration 13Q: 3 clusters Score -2.105338e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158166 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21053402.000000 Penalty: 5938.513184
	Iteration 14Q: 3 clusters Score -2.10534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158171 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -21053414.000000 Penalty: 5938.513184
	Iteration 15Q: 3 clusters Score -2.105341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158175 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21053438.000000 Penalty: 5938.513184
	Iteration 16Q: 3 clusters Score -2.105344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158178 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21053454.000000 Penalty: 5938.513184
	Iteration 17Q: 3 clusters Score -2.105345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158181 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21053466.000000 Penalty: 5938.513184
	Iteration 18Q: 3 clusters Score -2.105347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158181 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21053478.000000 Penalty: 5938.513184
	Iteration 19Q: 3 clusters Score -2.105348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158181 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -21053468.000000 Penalty: 5938.513184
	Iteration 20F: 3 clusters Score -2.105347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158180 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21053460.000000 Penalty: 5938.513184
	Iteration 21Q: 3 clusters Score -2.105346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158179 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21053464.000000 Penalty: 5938.513184
	Iteration 22Q: 3 clusters Score -2.105346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158178 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21053476.000000 Penalty: 5938.513184
	Iteration 23Q: 3 clusters Score -2.105348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158178 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21053476.000000 Penalty: 5938.513184
	Iteration 24F: 3 clusters Score -2.105348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (158678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158678 members 
Entering Unmasked Estep 
Score: -21180674.000000 Penalty: 2969.708740
	Iteration 0F: 2 clusters Score -2.118067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78880 members 
Mstep: Class 2 contains 79798 members 
Entering Unmasked Estep 
Score: -21076106.000000 Penalty: 5939.417480
	Iteration 0F: 3 clusters Score -2.107611e+07 nChanged 75801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74027 members 
Mstep: Class 2 contains 84651 members 
Entering Unmasked Estep 
Score: -21119594.000000 Penalty: 5939.417480
	Iteration 1F: 3 clusters Score -2.111959e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71336 members 
Mstep: Class 2 contains 87342 members 
Entering Unmasked Estep 
Score: -21120922.000000 Penalty: 5939.417480
	Iteration 2Q: 3 clusters Score -2.112092e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67218 members 
Mstep: Class 2 contains 91460 members 
Entering Unmasked Estep 
Score: -21122968.000000 Penalty: 5939.417480
	Iteration 3Q: 3 clusters Score -2.112297e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60889 members 
Mstep: Class 2 contains 97789 members 
Entering Unmasked Estep 
Score: -21126204.000000 Penalty: 5939.417480
	Iteration 4Q: 3 clusters Score -2.11262e+07 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 107139 members 
Entering Unmasked Estep 
Score: -21132120.000000 Penalty: 5939.417480
	Iteration 5F: 3 clusters Score -2.113212e+07 nChanged 12742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 119827 members 
Entering Unmasked Estep 
Score: -21142528.000000 Penalty: 5939.417480
	Iteration 6F: 3 clusters Score -2.114253e+07 nChanged 14569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 134390 members 
Entering Unmasked Estep 
Score: -21156146.000000 Penalty: 5939.417480
	Iteration 7F: 3 clusters Score -2.115615e+07 nChanged 12384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 146774 members 
Entering Unmasked Estep 
Score: -21168486.000000 Penalty: 5939.417480
	Iteration 8F: 3 clusters Score -2.116849e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 153869 members 
Entering Unmasked Estep 
Score: -21174830.000000 Penalty: 5939.417480
	Iteration 9Q: 3 clusters Score -2.117483e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 156691 members 
Entering Unmasked Estep 
Score: -21177034.000000 Penalty: 5939.417480
	Iteration 10Q: 3 clusters Score -2.117703e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 157629 members 
Entering Unmasked Estep 
Score: -21177608.000000 Penalty: 5939.417480
	Iteration 11Q: 3 clusters Score -2.117761e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 157965 members 
Entering Unmasked Estep 
Score: -21177924.000000 Penalty: 5939.417480
	Iteration 12Q: 3 clusters Score -2.117792e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 158084 members 
Entering Unmasked Estep 
Score: -21178040.000000 Penalty: 5939.417480
	Iteration 13Q: 3 clusters Score -2.117804e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 158152 members 
Entering Unmasked Estep 
Score: -21178078.000000 Penalty: 5939.417480
	Iteration 14Q: 3 clusters Score -2.117808e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 158182 members 
Entering Unmasked Estep 
Score: -21178126.000000 Penalty: 5939.417480
	Iteration 15Q: 3 clusters Score -2.117813e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 158203 members 
Entering Unmasked Estep 
Score: -21178148.000000 Penalty: 5939.417480
	Iteration 16Q: 3 clusters Score -2.117815e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 158220 members 
Entering Unmasked Estep 
Score: -21178160.000000 Penalty: 5939.417480
	Iteration 17Q: 3 clusters Score -2.117816e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 158232 members 
Entering Unmasked Estep 
Score: -21178176.000000 Penalty: 5939.417480
	Iteration 18Q: 3 clusters Score -2.117818e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 158236 members 
Entering Unmasked Estep 
Score: -21178178.000000 Penalty: 5939.417480
	Iteration 19Q: 3 clusters Score -2.117818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 158237 members 
Entering Unmasked Estep 
Score: -21178166.000000 Penalty: 5939.417480
	Iteration 20F: 3 clusters Score -2.117817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 158239 members 
Entering Unmasked Estep 
Score: -21178168.000000 Penalty: 5939.417480
	Iteration 21Q: 3 clusters Score -2.117817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 158244 members 
Entering Unmasked Estep 
Score: -21178174.000000 Penalty: 5939.417480
	Iteration 22Q: 3 clusters Score -2.117817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 158246 members 
Entering Unmasked Estep 
Score: -21178192.000000 Penalty: 5939.417480
	Iteration 23Q: 3 clusters Score -2.117819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 158245 members 
Entering Unmasked Estep 
Score: -21178198.000000 Penalty: 5939.417480
	Iteration 24Q: 3 clusters Score -2.11782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 158246 members 
Entering Unmasked Estep 
Score: -21178196.000000 Penalty: 5939.417480
	Iteration 25Q: 3 clusters Score -2.11782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 158249 members 
Entering Unmasked Estep 
Score: -21178194.000000 Penalty: 5939.417480
	Iteration 26Q: 3 clusters Score -2.117819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 158248 members 
Entering Unmasked Estep 
Score: -21178190.000000 Penalty: 5939.417480
	Iteration 27Q: 3 clusters Score -2.117819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 158248 members 
Entering Unmasked Estep 
Score: -21178190.000000 Penalty: 5939.417480
	Iteration 28F: 3 clusters Score -2.117819e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Entering Unmasked Estep 
Score: -6191060.000000 Penalty: 2654.354492
	Iteration 0F: 2 clusters Score -6191060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -6160937.500000 Penalty: 5308.708984
	Iteration 0F: 3 clusters Score -6160938 nChanged 20564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -6172045.000000 Penalty: 5308.708984
	Iteration 1F: 3 clusters Score -6172045 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -6172504.500000 Penalty: 5308.708984
	Iteration 2Q: 3 clusters Score -6172504 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -6172835.500000 Penalty: 5308.708984
	Iteration 3Q: 3 clusters Score -6172836 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -6173144.500000 Penalty: 5308.708984
	Iteration 4Q: 3 clusters Score -6173144 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -6173538.000000 Penalty: 5308.708984
	Iteration 5Q: 3 clusters Score -6173538 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -6173979.000000 Penalty: 5308.708984
	Iteration 6Q: 3 clusters Score -6173979 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -6174667.500000 Penalty: 5308.708984
	Iteration 7Q: 3 clusters Score -6174668 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -6175758.500000 Penalty: 5308.708984
	Iteration 8Q: 3 clusters Score -6175758 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -6177567.500000 Penalty: 5308.708984
	Iteration 9F: 3 clusters Score -6177568 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -6180409.500000 Penalty: 5308.708984
	Iteration 10F: 3 clusters Score -6180410 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -6183765.500000 Penalty: 5308.708984
	Iteration 11F: 3 clusters Score -6183766 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -6186508.000000 Penalty: 5308.708984
	Iteration 12F: 3 clusters Score -6186508 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -6187850.000000 Penalty: 5308.708984
	Iteration 13Q: 3 clusters Score -6187850 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -6188308.500000 Penalty: 5308.708984
	Iteration 14Q: 3 clusters Score -6188308 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -6188509.000000 Penalty: 5308.708984
	Iteration 15Q: 3 clusters Score -6188509 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -6188578.000000 Penalty: 5308.708984
	Iteration 16Q: 3 clusters Score -6188578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -6188619.000000 Penalty: 5308.708984
	Iteration 17Q: 3 clusters Score -6188619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -6188641.000000 Penalty: 5308.708984
	Iteration 18Q: 3 clusters Score -6188641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -6188646.500000 Penalty: 5308.708984
	Iteration 19Q: 3 clusters Score -6188646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -6188657.000000 Penalty: 5308.708984
	Iteration 20F: 3 clusters Score -6188657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -6188662.000000 Penalty: 5308.708984
	Iteration 21Q: 3 clusters Score -6188662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -6188663.500000 Penalty: 5308.708984
	Iteration 22Q: 3 clusters Score -6188664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -6188675.500000 Penalty: 5308.708984
	Iteration 23Q: 3 clusters Score -6188676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -6188683.000000 Penalty: 5308.708984
	Iteration 24Q: 3 clusters Score -6188683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -6188681.000000 Penalty: 5308.708984
	Iteration 25Q: 3 clusters Score -6188681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -6188678.000000 Penalty: 5308.708984
	Iteration 26Q: 3 clusters Score -6188678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -6188678.000000 Penalty: 5308.708984
	Iteration 27F: 3 clusters Score -6188678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (166072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166072 members 
Entering Unmasked Estep 
Score: -22554854.000000 Penalty: 2981.003906
	Iteration 0F: 2 clusters Score -2.255485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83247 members 
Mstep: Class 2 contains 82825 members 
Entering Unmasked Estep 
Score: -22446438.000000 Penalty: 5962.007812
	Iteration 0F: 3 clusters Score -2.244644e+07 nChanged 79854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85753 members 
Mstep: Class 2 contains 80319 members 
Entering Unmasked Estep 
Score: -22493620.000000 Penalty: 5962.007812
	Iteration 1F: 3 clusters Score -2.249362e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 78788 members 
Entering Unmasked Estep 
Score: -22494858.000000 Penalty: 5962.007812
	Iteration 2Q: 3 clusters Score -2.249486e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89719 members 
Mstep: Class 2 contains 76353 members 
Entering Unmasked Estep 
Score: -22496586.000000 Penalty: 5962.007812
	Iteration 3Q: 3 clusters Score -2.249659e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93344 members 
Mstep: Class 2 contains 72728 members 
Entering Unmasked Estep 
Score: -22499094.000000 Penalty: 5962.007812
	Iteration 4Q: 3 clusters Score -2.249909e+07 nChanged 7775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98555 members 
Mstep: Class 2 contains 67517 members 
Entering Unmasked Estep 
Score: -22503178.000000 Penalty: 5962.007812
	Iteration 5Q: 3 clusters Score -2.250318e+07 nChanged 9285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105608 members 
Mstep: Class 2 contains 60464 members 
Entering Unmasked Estep 
Score: -22508990.000000 Penalty: 5962.007812
	Iteration 6F: 3 clusters Score -2.250899e+07 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113958 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -22516750.000000 Penalty: 5962.007812
	Iteration 7F: 3 clusters Score -2.251675e+07 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122306 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -22525276.000000 Penalty: 5962.007812
	Iteration 8F: 3 clusters Score -2.252528e+07 nChanged 8924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129090 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -22532210.000000 Penalty: 5962.007812
	Iteration 9F: 3 clusters Score -2.253221e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133995 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -22537014.000000 Penalty: 5962.007812
	Iteration 10Q: 3 clusters Score -2.253701e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137756 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -22539902.000000 Penalty: 5962.007812
	Iteration 11Q: 3 clusters Score -2.25399e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140879 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -22541824.000000 Penalty: 5962.007812
	Iteration 12Q: 3 clusters Score -2.254182e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143703 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -22543348.000000 Penalty: 5962.007812
	Iteration 13Q: 3 clusters Score -2.254335e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146273 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -22544582.000000 Penalty: 5962.007812
	Iteration 14Q: 3 clusters Score -2.254458e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148643 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -22545584.000000 Penalty: 5962.007812
	Iteration 15Q: 3 clusters Score -2.254558e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150843 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -22546606.000000 Penalty: 5962.007812
	Iteration 16Q: 3 clusters Score -2.254661e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152860 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -22547558.000000 Penalty: 5962.007812
	Iteration 17Q: 3 clusters Score -2.254756e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154700 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -22548286.000000 Penalty: 5962.007812
	Iteration 18Q: 3 clusters Score -2.254829e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156450 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -22548940.000000 Penalty: 5962.007812
	Iteration 19Q: 3 clusters Score -2.254894e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157990 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -22549526.000000 Penalty: 5962.007812
	Iteration 20F: 3 clusters Score -2.254953e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159361 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -22550122.000000 Penalty: 5962.007812
	Iteration 21Q: 3 clusters Score -2.255012e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160609 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -22550634.000000 Penalty: 5962.007812
	Iteration 22Q: 3 clusters Score -2.255063e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161626 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -22550980.000000 Penalty: 5962.007812
	Iteration 23Q: 3 clusters Score -2.255098e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162440 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -22551192.000000 Penalty: 5962.007812
	Iteration 24Q: 3 clusters Score -2.255119e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163131 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -22551510.000000 Penalty: 5962.007812
	Iteration 25Q: 3 clusters Score -2.255151e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163688 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -22551740.000000 Penalty: 5962.007812
	Iteration 26Q: 3 clusters Score -2.255174e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164097 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -22551904.000000 Penalty: 5962.007812
	Iteration 27Q: 3 clusters Score -2.25519e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164412 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -22551958.000000 Penalty: 5962.007812
	Iteration 28Q: 3 clusters Score -2.255196e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164668 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -22552040.000000 Penalty: 5962.007812
	Iteration 29Q: 3 clusters Score -2.255204e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164859 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -22552130.000000 Penalty: 5962.007812
	Iteration 30Q: 3 clusters Score -2.255213e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164984 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -22552212.000000 Penalty: 5962.007812
	Iteration 31Q: 3 clusters Score -2.255221e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165078 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -22552252.000000 Penalty: 5962.007812
	Iteration 32Q: 3 clusters Score -2.255225e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165142 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -22552318.000000 Penalty: 5962.007812
	Iteration 33Q: 3 clusters Score -2.255232e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165185 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -22552310.000000 Penalty: 5962.007812
	Iteration 34Q: 3 clusters Score -2.255231e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165214 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -22552332.000000 Penalty: 5962.007812
	Iteration 35Q: 3 clusters Score -2.255233e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165250 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -22552332.000000 Penalty: 5962.007812
	Iteration 36Q: 3 clusters Score -2.255233e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165279 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -22552344.000000 Penalty: 5962.007812
	Iteration 37Q: 3 clusters Score -2.255234e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165301 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -22552374.000000 Penalty: 5962.007812
	Iteration 38Q: 3 clusters Score -2.255237e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165318 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -22552384.000000 Penalty: 5962.007812
	Iteration 39Q: 3 clusters Score -2.255238e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165334 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -22552382.000000 Penalty: 5962.007812
	Iteration 40F: 3 clusters Score -2.255238e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165349 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -22552416.000000 Penalty: 5962.007812
	Iteration 41Q: 3 clusters Score -2.255242e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165364 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -22552404.000000 Penalty: 5962.007812
	Iteration 42Q: 3 clusters Score -2.25524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165369 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -22552398.000000 Penalty: 5962.007812
	Iteration 43Q: 3 clusters Score -2.25524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165375 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -22552406.000000 Penalty: 5962.007812
	Iteration 44Q: 3 clusters Score -2.255241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165382 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -22552426.000000 Penalty: 5962.007812
	Iteration 45Q: 3 clusters Score -2.255243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165389 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -22552442.000000 Penalty: 5962.007812
	Iteration 46Q: 3 clusters Score -2.255244e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165396 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -22552440.000000 Penalty: 5962.007812
	Iteration 47Q: 3 clusters Score -2.255244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165398 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -22552430.000000 Penalty: 5962.007812
	Iteration 48Q: 3 clusters Score -2.255243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165406 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -22552424.000000 Penalty: 5962.007812
	Iteration 49Q: 3 clusters Score -2.255242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165414 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -22552418.000000 Penalty: 5962.007812
	Iteration 50Q: 3 clusters Score -2.255242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165421 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -22552422.000000 Penalty: 5962.007812
	Iteration 51Q: 3 clusters Score -2.255242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165423 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -22552434.000000 Penalty: 5962.007812
	Iteration 52Q: 3 clusters Score -2.255243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165429 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -22552428.000000 Penalty: 5962.007812
	Iteration 53Q: 3 clusters Score -2.255243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165435 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -22552406.000000 Penalty: 5962.007812
	Iteration 54Q: 3 clusters Score -2.255241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165437 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -22552422.000000 Penalty: 5962.007812
	Iteration 55Q: 3 clusters Score -2.255242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165436 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -22552418.000000 Penalty: 5962.007812
	Iteration 56Q: 3 clusters Score -2.255242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165436 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -22552430.000000 Penalty: 5962.007812
	Iteration 57Q: 3 clusters Score -2.255243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165437 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -22552432.000000 Penalty: 5962.007812
	Iteration 58Q: 3 clusters Score -2.255243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165440 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -22552428.000000 Penalty: 5962.007812
	Iteration 59Q: 3 clusters Score -2.255243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165442 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -22552430.000000 Penalty: 5962.007812
	Iteration 60F: 3 clusters Score -2.255243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165444 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -22552442.000000 Penalty: 5962.007812
	Iteration 61Q: 3 clusters Score -2.255244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165444 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -22552442.000000 Penalty: 5962.007812
	Iteration 62F: 3 clusters Score -2.255244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Entering Unmasked Estep 
Score: -720976.125000 Penalty: 2128.672119
	Iteration 0F: 2 clusters Score -720976.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -716273.937500 Penalty: 4257.344238
	Iteration 0F: 3 clusters Score -716273.9 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -717405.562500 Penalty: 4257.344238
	Iteration 1F: 3 clusters Score -717405.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -717627.562500 Penalty: 4257.344238
	Iteration 2F: 3 clusters Score -717627.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -717744.812500 Penalty: 4257.344238
	Iteration 3Q: 3 clusters Score -717744.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -717816.937500 Penalty: 4257.344238
	Iteration 4Q: 3 clusters Score -717816.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -717881.500000 Penalty: 4257.344238
	Iteration 5Q: 3 clusters Score -717881.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -717934.250000 Penalty: 4257.344238
	Iteration 6Q: 3 clusters Score -717934.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -717978.250000 Penalty: 4257.344238
	Iteration 7Q: 3 clusters Score -717978.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -718019.187500 Penalty: 4257.344238
	Iteration 8Q: 3 clusters Score -718019.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -718051.562500 Penalty: 4257.344238
	Iteration 9Q: 3 clusters Score -718051.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -718093.812500 Penalty: 4257.344238
	Iteration 10Q: 3 clusters Score -718093.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -718138.437500 Penalty: 4257.344238
	Iteration 11Q: 3 clusters Score -718138.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -718180.125000 Penalty: 4257.344238
	Iteration 12Q: 3 clusters Score -718180.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -718222.687500 Penalty: 4257.344238
	Iteration 13Q: 3 clusters Score -718222.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -718271.437500 Penalty: 4257.344238
	Iteration 14Q: 3 clusters Score -718271.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -718321.875000 Penalty: 4257.344238
	Iteration 15Q: 3 clusters Score -718321.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -718373.187500 Penalty: 4257.344238
	Iteration 16Q: 3 clusters Score -718373.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -718436.125000 Penalty: 4257.344238
	Iteration 17Q: 3 clusters Score -718436.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -718495.125000 Penalty: 4257.344238
	Iteration 18Q: 3 clusters Score -718495.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -718552.437500 Penalty: 4257.344238
	Iteration 19Q: 3 clusters Score -718552.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -718609.937500 Penalty: 4257.344238
	Iteration 20F: 3 clusters Score -718609.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -718676.437500 Penalty: 4257.344238
	Iteration 21Q: 3 clusters Score -718676.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -718735.375000 Penalty: 4257.344238
	Iteration 22Q: 3 clusters Score -718735.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -718793.250000 Penalty: 4257.344238
	Iteration 23Q: 3 clusters Score -718793.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -718848.312500 Penalty: 4257.344238
	Iteration 24Q: 3 clusters Score -718848.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -718900.687500 Penalty: 4257.344238
	Iteration 25Q: 3 clusters Score -718900.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -718947.187500 Penalty: 4257.344238
	Iteration 26Q: 3 clusters Score -718947.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -718979.625000 Penalty: 4257.344238
	Iteration 27Q: 3 clusters Score -718979.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -719003.750000 Penalty: 4257.344238
	Iteration 28Q: 3 clusters Score -719003.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -719027.500000 Penalty: 4257.344238
	Iteration 29Q: 3 clusters Score -719027.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -719050.187500 Penalty: 4257.344238
	Iteration 30Q: 3 clusters Score -719050.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -719072.000000 Penalty: 4257.344238
	Iteration 31Q: 3 clusters Score -719072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -719090.125000 Penalty: 4257.344238
	Iteration 32Q: 3 clusters Score -719090.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -719111.062500 Penalty: 4257.344238
	Iteration 33Q: 3 clusters Score -719111.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -719128.062500 Penalty: 4257.344238
	Iteration 34Q: 3 clusters Score -719128.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -719132.937500 Penalty: 4257.344238
	Iteration 35Q: 3 clusters Score -719132.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -719142.937500 Penalty: 4257.344238
	Iteration 36Q: 3 clusters Score -719142.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -719144.812500 Penalty: 4257.344238
	Iteration 37Q: 3 clusters Score -719144.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -719148.250000 Penalty: 4257.344238
	Iteration 38Q: 3 clusters Score -719148.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -719150.312500 Penalty: 4257.344238
	Iteration 39Q: 3 clusters Score -719150.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -719150.312500 Penalty: 4257.344238
	Iteration 40F: 3 clusters Score -719150.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -65038.441406 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -65038.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -63487.101562 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -63487.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63845.113281 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -63845.11 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -63998.363281 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -63998.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -64093.011719 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -64093.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -64150.960938 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -64150.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -64180.734375 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -64180.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -64221.667969 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -64221.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -64290.230469 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -64290.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -64307.300781 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -64307.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -64307.300781 Penalty: 3118.777832
	Iteration 9F: 3 clusters Score -64307.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -43356.593750 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -43356.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41994.085938 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -41994.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42123.546875 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -42123.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -42178.000000 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -42178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42210.054688 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -42210.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42218.468750 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -42218.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42222.136719 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -42222.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42222.136719 Penalty: 2918.127930
	Iteration 6F: 3 clusters Score -42222.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -69860.968750 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -69860.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68274.906250 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -68274.91 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -68480.859375 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -68480.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68535.265625 Penalty: 3140.425049
	Iteration 2Q: 3 clusters Score -68535.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68554.523438 Penalty: 3140.425049
	Iteration 3Q: 3 clusters Score -68554.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -68567.421875 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -68567.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68574.968750 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -68574.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -68582.960938 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -68582.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -68584.335938 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -68584.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -68585.531250 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -68585.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68587.562500 Penalty: 3140.425049
	Iteration 9Q: 3 clusters Score -68587.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68587.562500 Penalty: 3140.425049
	Iteration 10F: 3 clusters Score -68587.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4014 members 
Mstep: Class 3 contains 160437 members 
Mstep: Class 4 contains 70169 members 
Mstep: Class 5 contains 161032 members 
Mstep: Class 6 contains 86508 members 
Mstep: Class 7 contains 2888 members 
Mstep: Class 8 contains 6899 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161471 members 
Mstep: Class 11 contains 154517 members 
Mstep: Class 12 contains 24006 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10301 members 
Mstep: Class 18 contains 158389 members 
Mstep: Class 19 contains 158678 members 
Mstep: Class 20 contains 44491 members 
Mstep: Class 21 contains 166072 members 
Mstep: Class 22 contains 5342 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456816.000000 Penalty: 91161.578125
Iteration 279Q: 27 clusters Score -1.804568e+08 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4015 members 
Mstep: Class 3 contains 160685 members 
Mstep: Class 4 contains 70118 members 
Mstep: Class 5 contains 161007 members 
Mstep: Class 6 contains 86547 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 6902 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161535 members 
Mstep: Class 11 contains 154612 members 
Mstep: Class 12 contains 23981 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10274 members 
Mstep: Class 18 contains 158462 members 
Mstep: Class 19 contains 158129 members 
Mstep: Class 20 contains 44725 members 
Mstep: Class 21 contains 166003 members 
Mstep: Class 22 contains 5333 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456720.000000 Penalty: 91161.578125
Iteration 280F: 27 clusters Score -1.804567e+08 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4017 members 
Mstep: Class 3 contains 160852 members 
Mstep: Class 4 contains 70060 members 
Mstep: Class 5 contains 160986 members 
Mstep: Class 6 contains 86606 members 
Mstep: Class 7 contains 2886 members 
Mstep: Class 8 contains 6905 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161572 members 
Mstep: Class 11 contains 154703 members 
Mstep: Class 12 contains 23956 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 967 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10255 members 
Mstep: Class 18 contains 158526 members 
Mstep: Class 19 contains 157647 members 
Mstep: Class 20 contains 45002 members 
Mstep: Class 21 contains 165917 members 
Mstep: Class 22 contains 5326 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457072.000000 Penalty: 91161.578125
Iteration 281Q: 27 clusters Score -1.804571e+08 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4016 members 
Mstep: Class 3 contains 160988 members 
Mstep: Class 4 contains 70007 members 
Mstep: Class 5 contains 160991 members 
Mstep: Class 6 contains 86663 members 
Mstep: Class 7 contains 2888 members 
Mstep: Class 8 contains 6909 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161651 members 
Mstep: Class 11 contains 154792 members 
Mstep: Class 12 contains 23940 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 966 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10257 members 
Mstep: Class 18 contains 158582 members 
Mstep: Class 19 contains 157144 members 
Mstep: Class 20 contains 45241 members 
Mstep: Class 21 contains 165828 members 
Mstep: Class 22 contains 5320 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457200.000000 Penalty: 91161.578125
Iteration 282Q: 27 clusters Score -1.804572e+08 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4019 members 
Mstep: Class 3 contains 161022 members 
Mstep: Class 4 contains 69959 members 
Mstep: Class 5 contains 161059 members 
Mstep: Class 6 contains 86685 members 
Mstep: Class 7 contains 2891 members 
Mstep: Class 8 contains 6917 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161681 members 
Mstep: Class 11 contains 154854 members 
Mstep: Class 12 contains 23939 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 965 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10255 members 
Mstep: Class 18 contains 158646 members 
Mstep: Class 19 contains 156650 members 
Mstep: Class 20 contains 45501 members 
Mstep: Class 21 contains 165820 members 
Mstep: Class 22 contains 5320 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457760.000000 Penalty: 91161.578125
Iteration 283Q: 27 clusters Score -1.804578e+08 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4024 members 
Mstep: Class 3 contains 160983 members 
Mstep: Class 4 contains 69939 members 
Mstep: Class 5 contains 161137 members 
Mstep: Class 6 contains 86711 members 
Mstep: Class 7 contains 2894 members 
Mstep: Class 8 contains 6927 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161725 members 
Mstep: Class 11 contains 154945 members 
Mstep: Class 12 contains 23928 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 964 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10249 members 
Mstep: Class 18 contains 158705 members 
Mstep: Class 19 contains 156236 members 
Mstep: Class 20 contains 45763 members 
Mstep: Class 21 contains 165730 members 
Mstep: Class 22 contains 5323 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457584.000000 Penalty: 91161.578125
Iteration 284Q: 27 clusters Score -1.804576e+08 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4023 members 
Mstep: Class 3 contains 160955 members 
Mstep: Class 4 contains 69927 members 
Mstep: Class 5 contains 161193 members 
Mstep: Class 6 contains 86728 members 
Mstep: Class 7 contains 2895 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161786 members 
Mstep: Class 11 contains 155050 members 
Mstep: Class 12 contains 23918 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10245 members 
Mstep: Class 18 contains 158819 members 
Mstep: Class 19 contains 155842 members 
Mstep: Class 20 contains 45958 members 
Mstep: Class 21 contains 165626 members 
Mstep: Class 22 contains 5316 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457904.000000 Penalty: 91161.578125
Iteration 285Q: 27 clusters Score -1.804579e+08 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4025 members 
Mstep: Class 3 contains 160913 members 
Mstep: Class 4 contains 69911 members 
Mstep: Class 5 contains 161220 members 
Mstep: Class 6 contains 86741 members 
Mstep: Class 7 contains 2896 members 
Mstep: Class 8 contains 6945 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161822 members 
Mstep: Class 11 contains 155132 members 
Mstep: Class 12 contains 23904 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 964 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10266 members 
Mstep: Class 18 contains 158919 members 
Mstep: Class 19 contains 155481 members 
Mstep: Class 20 contains 46157 members 
Mstep: Class 21 contains 165579 members 
Mstep: Class 22 contains 5307 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458048.000000 Penalty: 91161.578125
Iteration 286Q: 27 clusters Score -1.80458e+08 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4028 members 
Mstep: Class 3 contains 160841 members 
Mstep: Class 4 contains 69895 members 
Mstep: Class 5 contains 161249 members 
Mstep: Class 6 contains 86756 members 
Mstep: Class 7 contains 2898 members 
Mstep: Class 8 contains 6952 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161841 members 
Mstep: Class 11 contains 155211 members 
Mstep: Class 12 contains 23880 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 965 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10296 members 
Mstep: Class 18 contains 159034 members 
Mstep: Class 19 contains 155174 members 
Mstep: Class 20 contains 46360 members 
Mstep: Class 21 contains 165500 members 
Mstep: Class 22 contains 5303 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458208.000000 Penalty: 91161.578125
Iteration 287Q: 27 clusters Score -1.804582e+08 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4031 members 
Mstep: Class 3 contains 160759 members 
Mstep: Class 4 contains 69863 members 
Mstep: Class 5 contains 161257 members 
Mstep: Class 6 contains 86785 members 
Mstep: Class 7 contains 2898 members 
Mstep: Class 8 contains 6961 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161854 members 
Mstep: Class 11 contains 155271 members 
Mstep: Class 12 contains 23868 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 965 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10318 members 
Mstep: Class 18 contains 159135 members 
Mstep: Class 19 contains 154887 members 
Mstep: Class 20 contains 46564 members 
Mstep: Class 21 contains 165468 members 
Mstep: Class 22 contains 5299 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458336.000000 Penalty: 91161.578125
Iteration 288Q: 27 clusters Score -1.804583e+08 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4035 members 
Mstep: Class 3 contains 160668 members 
Mstep: Class 4 contains 69838 members 
Mstep: Class 5 contains 161247 members 
Mstep: Class 6 contains 86823 members 
Mstep: Class 7 contains 2900 members 
Mstep: Class 8 contains 6965 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161828 members 
Mstep: Class 11 contains 155334 members 
Mstep: Class 12 contains 23861 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 965 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10337 members 
Mstep: Class 18 contains 159230 members 
Mstep: Class 19 contains 154624 members 
Mstep: Class 20 contains 46751 members 
Mstep: Class 21 contains 165481 members 
Mstep: Class 22 contains 5296 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458128.000000 Penalty: 91161.578125
Iteration 289Q: 27 clusters Score -1.804581e+08 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4037 members 
Mstep: Class 3 contains 160514 members 
Mstep: Class 4 contains 69793 members 
Mstep: Class 5 contains 161226 members 
Mstep: Class 6 contains 86847 members 
Mstep: Class 7 contains 2901 members 
Mstep: Class 8 contains 6967 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161782 members 
Mstep: Class 11 contains 155415 members 
Mstep: Class 12 contains 23852 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 965 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10346 members 
Mstep: Class 18 contains 159339 members 
Mstep: Class 19 contains 154449 members 
Mstep: Class 20 contains 46934 members 
Mstep: Class 21 contains 165518 members 
Mstep: Class 22 contains 5298 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458352.000000 Penalty: 91161.578125
Iteration 290Q: 27 clusters Score -1.804584e+08 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4042 members 
Mstep: Class 3 contains 160340 members 
Mstep: Class 4 contains 69761 members 
Mstep: Class 5 contains 161188 members 
Mstep: Class 6 contains 86875 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 6970 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161707 members 
Mstep: Class 11 contains 155473 members 
Mstep: Class 12 contains 23841 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 966 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10346 members 
Mstep: Class 18 contains 159413 members 
Mstep: Class 19 contains 154328 members 
Mstep: Class 20 contains 47192 members 
Mstep: Class 21 contains 165544 members 
Mstep: Class 22 contains 5295 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458288.000000 Penalty: 91161.578125
Iteration 291Q: 27 clusters Score -1.804583e+08 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4047 members 
Mstep: Class 3 contains 160189 members 
Mstep: Class 4 contains 69730 members 
Mstep: Class 5 contains 161177 members 
Mstep: Class 6 contains 86910 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 6971 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161649 members 
Mstep: Class 11 contains 155501 members 
Mstep: Class 12 contains 23825 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 965 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10357 members 
Mstep: Class 18 contains 159442 members 
Mstep: Class 19 contains 154251 members 
Mstep: Class 20 contains 47419 members 
Mstep: Class 21 contains 165558 members 
Mstep: Class 22 contains 5289 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458736.000000 Penalty: 91161.578125
Iteration 292Q: 27 clusters Score -1.804587e+08 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4051 members 
Mstep: Class 3 contains 160023 members 
Mstep: Class 4 contains 69708 members 
Mstep: Class 5 contains 161162 members 
Mstep: Class 6 contains 86939 members 
Mstep: Class 7 contains 2903 members 
Mstep: Class 8 contains 6973 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161613 members 
Mstep: Class 11 contains 155488 members 
Mstep: Class 12 contains 23814 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 964 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10370 members 
Mstep: Class 18 contains 159483 members 
Mstep: Class 19 contains 154224 members 
Mstep: Class 20 contains 47641 members 
Mstep: Class 21 contains 165541 members 
Mstep: Class 22 contains 5286 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458496.000000 Penalty: 91161.578125
Iteration 293Q: 27 clusters Score -1.804585e+08 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4057 members 
Mstep: Class 3 contains 159867 members 
Mstep: Class 4 contains 69690 members 
Mstep: Class 5 contains 161170 members 
Mstep: Class 6 contains 86969 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 6975 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161574 members 
Mstep: Class 11 contains 155480 members 
Mstep: Class 12 contains 23805 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 964 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10377 members 
Mstep: Class 18 contains 159469 members 
Mstep: Class 19 contains 154220 members 
Mstep: Class 20 contains 47815 members 
Mstep: Class 21 contains 165562 members 
Mstep: Class 22 contains 5286 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458736.000000 Penalty: 91161.578125
Iteration 294Q: 27 clusters Score -1.804587e+08 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4067 members 
Mstep: Class 3 contains 159718 members 
Mstep: Class 4 contains 69664 members 
Mstep: Class 5 contains 161165 members 
Mstep: Class 6 contains 87001 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 6978 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161503 members 
Mstep: Class 11 contains 155475 members 
Mstep: Class 12 contains 23789 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10378 members 
Mstep: Class 18 contains 159421 members 
Mstep: Class 19 contains 154254 members 
Mstep: Class 20 contains 48000 members 
Mstep: Class 21 contains 165621 members 
Mstep: Class 22 contains 5283 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458816.000000 Penalty: 91161.578125
Iteration 295Q: 27 clusters Score -1.804588e+08 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 159568 members 
Mstep: Class 4 contains 69643 members 
Mstep: Class 5 contains 161167 members 
Mstep: Class 6 contains 87019 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 6984 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161453 members 
Mstep: Class 11 contains 155442 members 
Mstep: Class 12 contains 23788 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10382 members 
Mstep: Class 18 contains 159375 members 
Mstep: Class 19 contains 154299 members 
Mstep: Class 20 contains 48226 members 
Mstep: Class 21 contains 165627 members 
Mstep: Class 22 contains 5274 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459088.000000 Penalty: 91161.578125
Iteration 296Q: 27 clusters Score -1.804591e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 159430 members 
Mstep: Class 4 contains 69617 members 
Mstep: Class 5 contains 161157 members 
Mstep: Class 6 contains 87039 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 6991 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161403 members 
Mstep: Class 11 contains 155412 members 
Mstep: Class 12 contains 23783 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10395 members 
Mstep: Class 18 contains 159332 members 
Mstep: Class 19 contains 154327 members 
Mstep: Class 20 contains 48449 members 
Mstep: Class 21 contains 165641 members 
Mstep: Class 22 contains 5265 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459152.000000 Penalty: 91161.578125
Iteration 297Q: 27 clusters Score -1.804592e+08 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 159298 members 
Mstep: Class 4 contains 69574 members 
Mstep: Class 5 contains 161134 members 
Mstep: Class 6 contains 87059 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 6996 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161378 members 
Mstep: Class 11 contains 155381 members 
Mstep: Class 12 contains 23783 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10400 members 
Mstep: Class 18 contains 159277 members 
Mstep: Class 19 contains 154405 members 
Mstep: Class 20 contains 48668 members 
Mstep: Class 21 contains 165629 members 
Mstep: Class 22 contains 5259 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458880.000000 Penalty: 91161.578125
Iteration 298Q: 27 clusters Score -1.804589e+08 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 159181 members 
Mstep: Class 4 contains 69510 members 
Mstep: Class 5 contains 161132 members 
Mstep: Class 6 contains 87063 members 
Mstep: Class 7 contains 2901 members 
Mstep: Class 8 contains 6998 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161335 members 
Mstep: Class 11 contains 155359 members 
Mstep: Class 12 contains 23784 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10421 members 
Mstep: Class 18 contains 159208 members 
Mstep: Class 19 contains 154492 members 
Mstep: Class 20 contains 48883 members 
Mstep: Class 21 contains 165621 members 
Mstep: Class 22 contains 5255 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459168.000000 Penalty: 91161.578125
Iteration 299Q: 27 clusters Score -1.804592e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 159060 members 
Mstep: Class 4 contains 69450 members 
Mstep: Class 5 contains 161166 members 
Mstep: Class 6 contains 87073 members 
Mstep: Class 7 contains 2901 members 
Mstep: Class 8 contains 7000 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161274 members 
Mstep: Class 11 contains 155302 members 
Mstep: Class 12 contains 23785 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10449 members 
Mstep: Class 18 contains 159144 members 
Mstep: Class 19 contains 154543 members 
Mstep: Class 20 contains 49093 members 
Mstep: Class 21 contains 165656 members 
Mstep: Class 22 contains 5247 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459376.000000 Penalty: 91161.578125
Iteration 300F: 27 clusters Score -1.804594e+08 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 158944 members 
Mstep: Class 4 contains 69398 members 
Mstep: Class 5 contains 161196 members 
Mstep: Class 6 contains 87085 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 7003 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161214 members 
Mstep: Class 11 contains 155245 members 
Mstep: Class 12 contains 23781 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10469 members 
Mstep: Class 18 contains 159074 members 
Mstep: Class 19 contains 154622 members 
Mstep: Class 20 contains 49329 members 
Mstep: Class 21 contains 165642 members 
Mstep: Class 22 contains 5243 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459392.000000 Penalty: 91161.578125
Iteration 301Q: 27 clusters Score -1.804594e+08 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 158841 members 
Mstep: Class 4 contains 69351 members 
Mstep: Class 5 contains 161217 members 
Mstep: Class 6 contains 87090 members 
Mstep: Class 7 contains 2903 members 
Mstep: Class 8 contains 7008 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161127 members 
Mstep: Class 11 contains 155167 members 
Mstep: Class 12 contains 23780 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10480 members 
Mstep: Class 18 contains 159031 members 
Mstep: Class 19 contains 154732 members 
Mstep: Class 20 contains 49575 members 
Mstep: Class 21 contains 165604 members 
Mstep: Class 22 contains 5244 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459520.000000 Penalty: 91161.578125
Iteration 302Q: 27 clusters Score -1.804595e+08 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4072 members 
Mstep: Class 3 contains 158762 members 
Mstep: Class 4 contains 69316 members 
Mstep: Class 5 contains 161218 members 
Mstep: Class 6 contains 87089 members 
Mstep: Class 7 contains 2903 members 
Mstep: Class 8 contains 7013 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 161068 members 
Mstep: Class 11 contains 155071 members 
Mstep: Class 12 contains 23777 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10491 members 
Mstep: Class 18 contains 159036 members 
Mstep: Class 19 contains 154817 members 
Mstep: Class 20 contains 49821 members 
Mstep: Class 21 contains 165524 members 
Mstep: Class 22 contains 5244 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459968.000000 Penalty: 91161.578125
Iteration 303Q: 27 clusters Score -1.8046e+08 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 158679 members 
Mstep: Class 4 contains 69273 members 
Mstep: Class 5 contains 161228 members 
Mstep: Class 6 contains 87117 members 
Mstep: Class 7 contains 2904 members 
Mstep: Class 8 contains 7017 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160995 members 
Mstep: Class 11 contains 154964 members 
Mstep: Class 12 contains 23776 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 957 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10497 members 
Mstep: Class 18 contains 159028 members 
Mstep: Class 19 contains 154871 members 
Mstep: Class 20 contains 50060 members 
Mstep: Class 21 contains 165505 members 
Mstep: Class 22 contains 5239 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460176.000000 Penalty: 91161.578125
Iteration 304Q: 27 clusters Score -1.804602e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 158582 members 
Mstep: Class 4 contains 69229 members 
Mstep: Class 5 contains 161255 members 
Mstep: Class 6 contains 87121 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7018 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160953 members 
Mstep: Class 11 contains 154874 members 
Mstep: Class 12 contains 23778 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 957 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10503 members 
Mstep: Class 18 contains 159019 members 
Mstep: Class 19 contains 154879 members 
Mstep: Class 20 contains 50299 members 
Mstep: Class 21 contains 165504 members 
Mstep: Class 22 contains 5234 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460432.000000 Penalty: 91161.578125
Iteration 305Q: 27 clusters Score -1.804604e+08 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4073 members 
Mstep: Class 3 contains 158485 members 
Mstep: Class 4 contains 69184 members 
Mstep: Class 5 contains 161254 members 
Mstep: Class 6 contains 87139 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7019 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160908 members 
Mstep: Class 11 contains 154780 members 
Mstep: Class 12 contains 23768 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 956 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10513 members 
Mstep: Class 18 contains 158979 members 
Mstep: Class 19 contains 154898 members 
Mstep: Class 20 contains 50539 members 
Mstep: Class 21 contains 165548 members 
Mstep: Class 22 contains 5233 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460448.000000 Penalty: 91161.578125
Iteration 306Q: 27 clusters Score -1.804604e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4074 members 
Mstep: Class 3 contains 158365 members 
Mstep: Class 4 contains 69162 members 
Mstep: Class 5 contains 161241 members 
Mstep: Class 6 contains 87151 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7023 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160854 members 
Mstep: Class 11 contains 154679 members 
Mstep: Class 12 contains 23765 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10521 members 
Mstep: Class 18 contains 158928 members 
Mstep: Class 19 contains 154901 members 
Mstep: Class 20 contains 50766 members 
Mstep: Class 21 contains 165659 members 
Mstep: Class 22 contains 5232 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460048.000000 Penalty: 91161.578125
Iteration 307Q: 27 clusters Score -1.8046e+08 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 158259 members 
Mstep: Class 4 contains 69126 members 
Mstep: Class 5 contains 161223 members 
Mstep: Class 6 contains 87149 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7029 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160815 members 
Mstep: Class 11 contains 154583 members 
Mstep: Class 12 contains 23758 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10538 members 
Mstep: Class 18 contains 158899 members 
Mstep: Class 19 contains 154903 members 
Mstep: Class 20 contains 50992 members 
Mstep: Class 21 contains 165737 members 
Mstep: Class 22 contains 5233 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460032.000000 Penalty: 91161.578125
Iteration 308Q: 27 clusters Score -1.8046e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 158163 members 
Mstep: Class 4 contains 69095 members 
Mstep: Class 5 contains 161234 members 
Mstep: Class 6 contains 87164 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7035 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160773 members 
Mstep: Class 11 contains 154498 members 
Mstep: Class 12 contains 23758 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10549 members 
Mstep: Class 18 contains 158874 members 
Mstep: Class 19 contains 154884 members 
Mstep: Class 20 contains 51184 members 
Mstep: Class 21 contains 165805 members 
Mstep: Class 22 contains 5227 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460336.000000 Penalty: 91161.578125
Iteration 309Q: 27 clusters Score -1.804603e+08 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 158057 members 
Mstep: Class 4 contains 69064 members 
Mstep: Class 5 contains 161237 members 
Mstep: Class 6 contains 87170 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7047 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160728 members 
Mstep: Class 11 contains 154457 members 
Mstep: Class 12 contains 23761 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10559 members 
Mstep: Class 18 contains 158863 members 
Mstep: Class 19 contains 154801 members 
Mstep: Class 20 contains 51380 members 
Mstep: Class 21 contains 165899 members 
Mstep: Class 22 contains 5221 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460352.000000 Penalty: 91161.578125
Iteration 310Q: 27 clusters Score -1.804604e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4074 members 
Mstep: Class 3 contains 157965 members 
Mstep: Class 4 contains 69042 members 
Mstep: Class 5 contains 161239 members 
Mstep: Class 6 contains 87187 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7051 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160683 members 
Mstep: Class 11 contains 154406 members 
Mstep: Class 12 contains 23762 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10557 members 
Mstep: Class 18 contains 158847 members 
Mstep: Class 19 contains 154753 members 
Mstep: Class 20 contains 51575 members 
Mstep: Class 21 contains 165959 members 
Mstep: Class 22 contains 5219 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460128.000000 Penalty: 91161.578125
Iteration 311Q: 27 clusters Score -1.804601e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 157881 members 
Mstep: Class 4 contains 69001 members 
Mstep: Class 5 contains 161235 members 
Mstep: Class 6 contains 87190 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7054 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160631 members 
Mstep: Class 11 contains 154346 members 
Mstep: Class 12 contains 23756 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10553 members 
Mstep: Class 18 contains 158838 members 
Mstep: Class 19 contains 154720 members 
Mstep: Class 20 contains 51757 members 
Mstep: Class 21 contains 166063 members 
Mstep: Class 22 contains 5219 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460128.000000 Penalty: 91161.578125
Iteration 312Q: 27 clusters Score -1.804601e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4076 members 
Mstep: Class 3 contains 157801 members 
Mstep: Class 4 contains 68972 members 
Mstep: Class 5 contains 161225 members 
Mstep: Class 6 contains 87212 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 7054 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160572 members 
Mstep: Class 11 contains 154280 members 
Mstep: Class 12 contains 23746 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10555 members 
Mstep: Class 18 contains 158848 members 
Mstep: Class 19 contains 154663 members 
Mstep: Class 20 contains 51932 members 
Mstep: Class 21 contains 166166 members 
Mstep: Class 22 contains 5218 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460080.000000 Penalty: 91161.578125
Iteration 313Q: 27 clusters Score -1.804601e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 157696 members 
Mstep: Class 4 contains 68947 members 
Mstep: Class 5 contains 161208 members 
Mstep: Class 6 contains 87226 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 7054 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160521 members 
Mstep: Class 11 contains 154199 members 
Mstep: Class 12 contains 23748 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10562 members 
Mstep: Class 18 contains 158832 members 
Mstep: Class 19 contains 154629 members 
Mstep: Class 20 contains 52131 members 
Mstep: Class 21 contains 166276 members 
Mstep: Class 22 contains 5214 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460048.000000 Penalty: 91161.578125
Iteration 314Q: 27 clusters Score -1.8046e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4080 members 
Mstep: Class 3 contains 157588 members 
Mstep: Class 4 contains 68928 members 
Mstep: Class 5 contains 161185 members 
Mstep: Class 6 contains 87238 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7054 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160476 members 
Mstep: Class 11 contains 154117 members 
Mstep: Class 12 contains 23744 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10570 members 
Mstep: Class 18 contains 158813 members 
Mstep: Class 19 contains 154599 members 
Mstep: Class 20 contains 52303 members 
Mstep: Class 21 contains 166415 members 
Mstep: Class 22 contains 5211 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460112.000000 Penalty: 91161.578125
Iteration 315Q: 27 clusters Score -1.804601e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4081 members 
Mstep: Class 3 contains 157516 members 
Mstep: Class 4 contains 68917 members 
Mstep: Class 5 contains 161164 members 
Mstep: Class 6 contains 87256 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7055 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160447 members 
Mstep: Class 11 contains 154044 members 
Mstep: Class 12 contains 23745 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10566 members 
Mstep: Class 18 contains 158781 members 
Mstep: Class 19 contains 154578 members 
Mstep: Class 20 contains 52476 members 
Mstep: Class 21 contains 166488 members 
Mstep: Class 22 contains 5207 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459856.000000 Penalty: 91161.578125
Iteration 316Q: 27 clusters Score -1.804599e+08 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 157427 members 
Mstep: Class 4 contains 68902 members 
Mstep: Class 5 contains 161154 members 
Mstep: Class 6 contains 87278 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7054 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160426 members 
Mstep: Class 11 contains 153958 members 
Mstep: Class 12 contains 23736 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10562 members 
Mstep: Class 18 contains 158781 members 
Mstep: Class 19 contains 154589 members 
Mstep: Class 20 contains 52629 members 
Mstep: Class 21 contains 166539 members 
Mstep: Class 22 contains 5204 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459776.000000 Penalty: 91161.578125
Iteration 317Q: 27 clusters Score -1.804598e+08 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 157357 members 
Mstep: Class 4 contains 68888 members 
Mstep: Class 5 contains 161117 members 
Mstep: Class 6 contains 87300 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 7055 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160419 members 
Mstep: Class 11 contains 153854 members 
Mstep: Class 12 contains 23730 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10564 members 
Mstep: Class 18 contains 158802 members 
Mstep: Class 19 contains 154583 members 
Mstep: Class 20 contains 52796 members 
Mstep: Class 21 contains 166565 members 
Mstep: Class 22 contains 5202 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459680.000000 Penalty: 91161.578125
Iteration 318Q: 27 clusters Score -1.804597e+08 nChanged 1467
Entering ConstructFrom: 
Score: -180459680.000000 Penalty: 91161.578125
Entering ConstructFrom: 
Trying to split cluster 1 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -136245.781250 Penalty: 1725.930908
	Iteration 0F: 2 clusters Score -136245.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -134287.078125 Penalty: 3451.861816
	Iteration 0F: 3 clusters Score -134287.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -134613.421875 Penalty: 3451.861816
	Iteration 1F: 3 clusters Score -134613.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -134762.218750 Penalty: 3451.861816
	Iteration 2F: 3 clusters Score -134762.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -134876.921875 Penalty: 3451.861816
	Iteration 3F: 3 clusters Score -134876.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -134947.171875 Penalty: 3451.861816
	Iteration 4Q: 3 clusters Score -134947.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -135035.843750 Penalty: 3451.861816
	Iteration 5Q: 3 clusters Score -135035.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -135124.671875 Penalty: 3451.861816
	Iteration 6Q: 3 clusters Score -135124.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -135173.468750 Penalty: 3451.861816
	Iteration 7Q: 3 clusters Score -135173.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -135200.906250 Penalty: 3451.861816
	Iteration 8Q: 3 clusters Score -135200.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -135223.375000 Penalty: 3451.861816
	Iteration 9Q: 3 clusters Score -135223.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -135241.828125 Penalty: 3451.861816
	Iteration 10Q: 3 clusters Score -135241.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -135264.890625 Penalty: 3451.861816
	Iteration 11Q: 3 clusters Score -135264.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -135285.687500 Penalty: 3451.861816
	Iteration 12Q: 3 clusters Score -135285.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -135294.500000 Penalty: 3451.861816
	Iteration 13Q: 3 clusters Score -135294.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -135298.359375 Penalty: 3451.861816
	Iteration 14Q: 3 clusters Score -135298.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -135300.109375 Penalty: 3451.861816
	Iteration 15Q: 3 clusters Score -135300.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -135302.484375 Penalty: 3451.861816
	Iteration 16Q: 3 clusters Score -135302.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -135302.484375 Penalty: 3451.861816
	Iteration 17F: 3 clusters Score -135302.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Entering Unmasked Estep 
Score: -538850.125000 Penalty: 2062.381836
	Iteration 0F: 2 clusters Score -538850.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -534922.062500 Penalty: 4124.763672
	Iteration 0F: 3 clusters Score -534922.1 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -535787.000000 Penalty: 4124.763672
	Iteration 1F: 3 clusters Score -535787 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -535947.000000 Penalty: 4124.763672
	Iteration 2F: 3 clusters Score -535947 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -536042.437500 Penalty: 4124.763672
	Iteration 3Q: 3 clusters Score -536042.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -536118.375000 Penalty: 4124.763672
	Iteration 4Q: 3 clusters Score -536118.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -536198.437500 Penalty: 4124.763672
	Iteration 5Q: 3 clusters Score -536198.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -536297.750000 Penalty: 4124.763672
	Iteration 6Q: 3 clusters Score -536297.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -536415.500000 Penalty: 4124.763672
	Iteration 7Q: 3 clusters Score -536415.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -536536.937500 Penalty: 4124.763672
	Iteration 8Q: 3 clusters Score -536536.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -536652.187500 Penalty: 4124.763672
	Iteration 9Q: 3 clusters Score -536652.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -536742.875000 Penalty: 4124.763672
	Iteration 10Q: 3 clusters Score -536742.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -536831.250000 Penalty: 4124.763672
	Iteration 11Q: 3 clusters Score -536831.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -536915.437500 Penalty: 4124.763672
	Iteration 12Q: 3 clusters Score -536915.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -536980.937500 Penalty: 4124.763672
	Iteration 13Q: 3 clusters Score -536980.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -537039.187500 Penalty: 4124.763672
	Iteration 14Q: 3 clusters Score -537039.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -537102.125000 Penalty: 4124.763672
	Iteration 15Q: 3 clusters Score -537102.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -537166.250000 Penalty: 4124.763672
	Iteration 16Q: 3 clusters Score -537166.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -537214.812500 Penalty: 4124.763672
	Iteration 17Q: 3 clusters Score -537214.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -537257.812500 Penalty: 4124.763672
	Iteration 18Q: 3 clusters Score -537257.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -537294.000000 Penalty: 4124.763672
	Iteration 19Q: 3 clusters Score -537294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -537319.125000 Penalty: 4124.763672
	Iteration 20F: 3 clusters Score -537319.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -537337.937500 Penalty: 4124.763672
	Iteration 21Q: 3 clusters Score -537337.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -537355.437500 Penalty: 4124.763672
	Iteration 22Q: 3 clusters Score -537355.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -537376.750000 Penalty: 4124.763672
	Iteration 23Q: 3 clusters Score -537376.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -537389.750000 Penalty: 4124.763672
	Iteration 24Q: 3 clusters Score -537389.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -537394.625000 Penalty: 4124.763672
	Iteration 25Q: 3 clusters Score -537394.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -537397.500000 Penalty: 4124.763672
	Iteration 26Q: 3 clusters Score -537397.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -537402.000000 Penalty: 4124.763672
	Iteration 27Q: 3 clusters Score -537402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -537406.437500 Penalty: 4124.763672
	Iteration 28Q: 3 clusters Score -537406.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -537408.625000 Penalty: 4124.763672
	Iteration 29Q: 3 clusters Score -537408.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -537410.812500 Penalty: 4124.763672
	Iteration 30Q: 3 clusters Score -537410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -537413.250000 Penalty: 4124.763672
	Iteration 31Q: 3 clusters Score -537413.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -537414.437500 Penalty: 4124.763672
	Iteration 32Q: 3 clusters Score -537414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -537414.750000 Penalty: 4124.763672
	Iteration 33Q: 3 clusters Score -537414.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -537414.750000 Penalty: 4124.763672
	Iteration 34F: 3 clusters Score -537414.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (157293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157293 members 
Entering Unmasked Estep 
Score: -20890566.000000 Penalty: 2967.534668
	Iteration 0F: 2 clusters Score -2.089057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78810 members 
Mstep: Class 2 contains 78483 members 
Entering Unmasked Estep 
Score: -20786306.000000 Penalty: 5935.069336
	Iteration 0F: 3 clusters Score -2.078631e+07 nChanged 75394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82794 members 
Mstep: Class 2 contains 74499 members 
Entering Unmasked Estep 
Score: -20829910.000000 Penalty: 5935.069336
	Iteration 1F: 3 clusters Score -2.082991e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85407 members 
Mstep: Class 2 contains 71886 members 
Entering Unmasked Estep 
Score: -20831380.000000 Penalty: 5935.069336
	Iteration 2Q: 3 clusters Score -2.083138e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89522 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -20833564.000000 Penalty: 5935.069336
	Iteration 3Q: 3 clusters Score -2.083356e+07 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95747 members 
Mstep: Class 2 contains 61546 members 
Entering Unmasked Estep 
Score: -20837208.000000 Penalty: 5935.069336
	Iteration 4F: 3 clusters Score -2.083721e+07 nChanged 10402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104451 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -20843596.000000 Penalty: 5935.069336
	Iteration 5F: 3 clusters Score -2.08436e+07 nChanged 12436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115269 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -20852864.000000 Penalty: 5935.069336
	Iteration 6F: 3 clusters Score -2.085286e+07 nChanged 13023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127050 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -20864318.000000 Penalty: 5935.069336
	Iteration 7F: 3 clusters Score -2.086432e+07 nChanged 11132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137346 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -20874930.000000 Penalty: 5935.069336
	Iteration 8F: 3 clusters Score -2.087493e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144204 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -20882290.000000 Penalty: 5935.069336
	Iteration 9Q: 3 clusters Score -2.088229e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147728 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -20886288.000000 Penalty: 5935.069336
	Iteration 10Q: 3 clusters Score -2.088629e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149357 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -20888054.000000 Penalty: 5935.069336
	Iteration 11Q: 3 clusters Score -2.088805e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150252 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -20888756.000000 Penalty: 5935.069336
	Iteration 12Q: 3 clusters Score -2.088876e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150879 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -20889010.000000 Penalty: 5935.069336
	Iteration 13Q: 3 clusters Score -2.088901e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151373 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -20889178.000000 Penalty: 5935.069336
	Iteration 14Q: 3 clusters Score -2.088918e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151808 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -20889342.000000 Penalty: 5935.069336
	Iteration 15Q: 3 clusters Score -2.088934e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152195 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -20889456.000000 Penalty: 5935.069336
	Iteration 16Q: 3 clusters Score -2.088946e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152485 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -20889492.000000 Penalty: 5935.069336
	Iteration 17Q: 3 clusters Score -2.088949e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152731 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -20889618.000000 Penalty: 5935.069336
	Iteration 18Q: 3 clusters Score -2.088962e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152918 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -20889668.000000 Penalty: 5935.069336
	Iteration 19Q: 3 clusters Score -2.088967e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153024 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -20889672.000000 Penalty: 5935.069336
	Iteration 20F: 3 clusters Score -2.088967e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153120 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -20889708.000000 Penalty: 5935.069336
	Iteration 21Q: 3 clusters Score -2.088971e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153204 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -20889738.000000 Penalty: 5935.069336
	Iteration 22Q: 3 clusters Score -2.088974e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153285 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -20889740.000000 Penalty: 5935.069336
	Iteration 23Q: 3 clusters Score -2.088974e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153354 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -20889746.000000 Penalty: 5935.069336
	Iteration 24Q: 3 clusters Score -2.088975e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153431 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -20889790.000000 Penalty: 5935.069336
	Iteration 25Q: 3 clusters Score -2.088979e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153499 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -20889782.000000 Penalty: 5935.069336
	Iteration 26Q: 3 clusters Score -2.088978e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153561 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -20889770.000000 Penalty: 5935.069336
	Iteration 27Q: 3 clusters Score -2.088977e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153613 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -20889778.000000 Penalty: 5935.069336
	Iteration 28Q: 3 clusters Score -2.088978e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153652 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -20889756.000000 Penalty: 5935.069336
	Iteration 29Q: 3 clusters Score -2.088976e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153693 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -20889726.000000 Penalty: 5935.069336
	Iteration 30Q: 3 clusters Score -2.088973e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153726 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -20889728.000000 Penalty: 5935.069336
	Iteration 31Q: 3 clusters Score -2.088973e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153751 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -20889748.000000 Penalty: 5935.069336
	Iteration 32Q: 3 clusters Score -2.088975e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153767 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -20889746.000000 Penalty: 5935.069336
	Iteration 33Q: 3 clusters Score -2.088975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153779 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -20889752.000000 Penalty: 5935.069336
	Iteration 34Q: 3 clusters Score -2.088975e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153794 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -20889758.000000 Penalty: 5935.069336
	Iteration 35Q: 3 clusters Score -2.088976e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153809 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -20889744.000000 Penalty: 5935.069336
	Iteration 36Q: 3 clusters Score -2.088974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153822 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -20889746.000000 Penalty: 5935.069336
	Iteration 37Q: 3 clusters Score -2.088975e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153832 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -20889732.000000 Penalty: 5935.069336
	Iteration 38Q: 3 clusters Score -2.088973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153840 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -20889730.000000 Penalty: 5935.069336
	Iteration 39Q: 3 clusters Score -2.088973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153845 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -20889750.000000 Penalty: 5935.069336
	Iteration 40F: 3 clusters Score -2.088975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153852 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -20889756.000000 Penalty: 5935.069336
	Iteration 41Q: 3 clusters Score -2.088976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153859 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -20889752.000000 Penalty: 5935.069336
	Iteration 42Q: 3 clusters Score -2.088975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153866 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -20889754.000000 Penalty: 5935.069336
	Iteration 43Q: 3 clusters Score -2.088975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153872 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -20889756.000000 Penalty: 5935.069336
	Iteration 44Q: 3 clusters Score -2.088976e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153880 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -20889756.000000 Penalty: 5935.069336
	Iteration 45Q: 3 clusters Score -2.088976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153889 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -20889762.000000 Penalty: 5935.069336
	Iteration 46Q: 3 clusters Score -2.088976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153899 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -20889750.000000 Penalty: 5935.069336
	Iteration 47Q: 3 clusters Score -2.088975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153905 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -20889756.000000 Penalty: 5935.069336
	Iteration 48Q: 3 clusters Score -2.088976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153906 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -20889750.000000 Penalty: 5935.069336
	Iteration 49Q: 3 clusters Score -2.088975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153906 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -20889750.000000 Penalty: 5935.069336
	Iteration 50F: 3 clusters Score -2.088975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (68874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68874 members 
Entering Unmasked Estep 
Score: -9267466.000000 Penalty: 2762.728271
	Iteration 0F: 2 clusters Score -9267466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -9221318.000000 Penalty: 5525.456543
	Iteration 0F: 3 clusters Score -9221318 nChanged 32274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -9239436.000000 Penalty: 5525.456543
	Iteration 1F: 3 clusters Score -9239436 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -9240024.000000 Penalty: 5525.456543
	Iteration 2Q: 3 clusters Score -9240024 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -9240870.000000 Penalty: 5525.456543
	Iteration 3Q: 3 clusters Score -9240870 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -9242082.000000 Penalty: 5525.456543
	Iteration 4Q: 3 clusters Score -9242082 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -9244065.000000 Penalty: 5525.456543
	Iteration 5F: 3 clusters Score -9244065 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -9247247.000000 Penalty: 5525.456543
	Iteration 6F: 3 clusters Score -9247247 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -9251429.000000 Penalty: 5525.456543
	Iteration 7F: 3 clusters Score -9251429 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -9255924.000000 Penalty: 5525.456543
	Iteration 8F: 3 clusters Score -9255924 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 59704 members 
Entering Unmasked Estep 
Score: -9259710.000000 Penalty: 5525.456543
	Iteration 9F: 3 clusters Score -9259710 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 62209 members 
Entering Unmasked Estep 
Score: -9262218.000000 Penalty: 5525.456543
	Iteration 10Q: 3 clusters Score -9262218 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 63592 members 
Entering Unmasked Estep 
Score: -9263667.000000 Penalty: 5525.456543
	Iteration 11Q: 3 clusters Score -9263667 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -9264442.000000 Penalty: 5525.456543
	Iteration 12Q: 3 clusters Score -9264442 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -9264808.000000 Penalty: 5525.456543
	Iteration 13Q: 3 clusters Score -9264808 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 65113 members 
Entering Unmasked Estep 
Score: -9265009.000000 Penalty: 5525.456543
	Iteration 14Q: 3 clusters Score -9265009 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 65348 members 
Entering Unmasked Estep 
Score: -9265084.000000 Penalty: 5525.456543
	Iteration 15Q: 3 clusters Score -9265084 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 65524 members 
Entering Unmasked Estep 
Score: -9265156.000000 Penalty: 5525.456543
	Iteration 16Q: 3 clusters Score -9265156 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 65702 members 
Entering Unmasked Estep 
Score: -9265248.000000 Penalty: 5525.456543
	Iteration 17Q: 3 clusters Score -9265248 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -9265276.000000 Penalty: 5525.456543
	Iteration 18Q: 3 clusters Score -9265276 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 65985 members 
Entering Unmasked Estep 
Score: -9265317.000000 Penalty: 5525.456543
	Iteration 19Q: 3 clusters Score -9265317 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 66119 members 
Entering Unmasked Estep 
Score: -9265366.000000 Penalty: 5525.456543
	Iteration 20F: 3 clusters Score -9265366 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 66216 members 
Entering Unmasked Estep 
Score: -9265414.000000 Penalty: 5525.456543
	Iteration 21Q: 3 clusters Score -9265414 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 66311 members 
Entering Unmasked Estep 
Score: -9265438.000000 Penalty: 5525.456543
	Iteration 22Q: 3 clusters Score -9265438 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -9265445.000000 Penalty: 5525.456543
	Iteration 23Q: 3 clusters Score -9265445 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 66463 members 
Entering Unmasked Estep 
Score: -9265457.000000 Penalty: 5525.456543
	Iteration 24Q: 3 clusters Score -9265457 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 66522 members 
Entering Unmasked Estep 
Score: -9265453.000000 Penalty: 5525.456543
	Iteration 25Q: 3 clusters Score -9265453 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 66581 members 
Entering Unmasked Estep 
Score: -9265480.000000 Penalty: 5525.456543
	Iteration 26Q: 3 clusters Score -9265480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 66624 members 
Entering Unmasked Estep 
Score: -9265504.000000 Penalty: 5525.456543
	Iteration 27Q: 3 clusters Score -9265504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 66652 members 
Entering Unmasked Estep 
Score: -9265509.000000 Penalty: 5525.456543
	Iteration 28Q: 3 clusters Score -9265509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 66675 members 
Entering Unmasked Estep 
Score: -9265507.000000 Penalty: 5525.456543
	Iteration 29Q: 3 clusters Score -9265507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 66700 members 
Entering Unmasked Estep 
Score: -9265519.000000 Penalty: 5525.456543
	Iteration 30Q: 3 clusters Score -9265519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 66730 members 
Entering Unmasked Estep 
Score: -9265518.000000 Penalty: 5525.456543
	Iteration 31Q: 3 clusters Score -9265518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 66762 members 
Entering Unmasked Estep 
Score: -9265528.000000 Penalty: 5525.456543
	Iteration 32Q: 3 clusters Score -9265528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 66788 members 
Entering Unmasked Estep 
Score: -9265532.000000 Penalty: 5525.456543
	Iteration 33Q: 3 clusters Score -9265532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 66810 members 
Entering Unmasked Estep 
Score: -9265535.000000 Penalty: 5525.456543
	Iteration 34Q: 3 clusters Score -9265535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 66829 members 
Entering Unmasked Estep 
Score: -9265534.000000 Penalty: 5525.456543
	Iteration 35Q: 3 clusters Score -9265534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 66843 members 
Entering Unmasked Estep 
Score: -9265547.000000 Penalty: 5525.456543
	Iteration 36Q: 3 clusters Score -9265547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 66856 members 
Entering Unmasked Estep 
Score: -9265555.000000 Penalty: 5525.456543
	Iteration 37Q: 3 clusters Score -9265555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -9265560.000000 Penalty: 5525.456543
	Iteration 38Q: 3 clusters Score -9265560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 66867 members 
Entering Unmasked Estep 
Score: -9265555.000000 Penalty: 5525.456543
	Iteration 39Q: 3 clusters Score -9265555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 66872 members 
Entering Unmasked Estep 
Score: -9265554.000000 Penalty: 5525.456543
	Iteration 40F: 3 clusters Score -9265554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 66875 members 
Entering Unmasked Estep 
Score: -9265543.000000 Penalty: 5525.456543
	Iteration 41Q: 3 clusters Score -9265543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 66883 members 
Entering Unmasked Estep 
Score: -9265541.000000 Penalty: 5525.456543
	Iteration 42Q: 3 clusters Score -9265541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 66887 members 
Entering Unmasked Estep 
Score: -9265544.000000 Penalty: 5525.456543
	Iteration 43Q: 3 clusters Score -9265544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 66891 members 
Entering Unmasked Estep 
Score: -9265538.000000 Penalty: 5525.456543
	Iteration 44Q: 3 clusters Score -9265538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 66892 members 
Entering Unmasked Estep 
Score: -9265536.000000 Penalty: 5525.456543
	Iteration 45Q: 3 clusters Score -9265536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 66892 members 
Entering Unmasked Estep 
Score: -9265536.000000 Penalty: 5525.456543
	Iteration 46F: 3 clusters Score -9265536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (161108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161108 members 
Entering Unmasked Estep 
Score: -21362966.000000 Penalty: 2973.477783
	Iteration 0F: 2 clusters Score -2.136297e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80330 members 
Mstep: Class 2 contains 80778 members 
Entering Unmasked Estep 
Score: -21257226.000000 Penalty: 5946.955566
	Iteration 0F: 3 clusters Score -2.125723e+07 nChanged 77274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75482 members 
Mstep: Class 2 contains 85626 members 
Entering Unmasked Estep 
Score: -21302844.000000 Penalty: 5946.955566
	Iteration 1F: 3 clusters Score -2.130284e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72502 members 
Mstep: Class 2 contains 88606 members 
Entering Unmasked Estep 
Score: -21304160.000000 Penalty: 5946.955566
	Iteration 2Q: 3 clusters Score -2.130416e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67921 members 
Mstep: Class 2 contains 93187 members 
Entering Unmasked Estep 
Score: -21306050.000000 Penalty: 5946.955566
	Iteration 3Q: 3 clusters Score -2.130605e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61356 members 
Mstep: Class 2 contains 99752 members 
Entering Unmasked Estep 
Score: -21309468.000000 Penalty: 5946.955566
	Iteration 4Q: 3 clusters Score -2.130947e+07 nChanged 9732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 108736 members 
Entering Unmasked Estep 
Score: -21314792.000000 Penalty: 5946.955566
	Iteration 5F: 3 clusters Score -2.131479e+07 nChanged 11730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 120172 members 
Entering Unmasked Estep 
Score: -21323356.000000 Penalty: 5946.955566
	Iteration 6F: 3 clusters Score -2.132336e+07 nChanged 13175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 133245 members 
Entering Unmasked Estep 
Score: -21334682.000000 Penalty: 5946.955566
	Iteration 7F: 3 clusters Score -2.133468e+07 nChanged 12205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 145418 members 
Entering Unmasked Estep 
Score: -21346858.000000 Penalty: 5946.955566
	Iteration 8F: 3 clusters Score -2.134686e+07 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 154156 members 
Entering Unmasked Estep 
Score: -21355686.000000 Penalty: 5946.955566
	Iteration 9F: 3 clusters Score -2.135569e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 158622 members 
Entering Unmasked Estep 
Score: -21359322.000000 Penalty: 5946.955566
	Iteration 10Q: 3 clusters Score -2.135932e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 160214 members 
Entering Unmasked Estep 
Score: -21360106.000000 Penalty: 5946.955566
	Iteration 11Q: 3 clusters Score -2.136011e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 160641 members 
Entering Unmasked Estep 
Score: -21360304.000000 Penalty: 5946.955566
	Iteration 12Q: 3 clusters Score -2.13603e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 160759 members 
Entering Unmasked Estep 
Score: -21360386.000000 Penalty: 5946.955566
	Iteration 13Q: 3 clusters Score -2.136039e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 160795 members 
Entering Unmasked Estep 
Score: -21360422.000000 Penalty: 5946.955566
	Iteration 14Q: 3 clusters Score -2.136042e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 160816 members 
Entering Unmasked Estep 
Score: -21360480.000000 Penalty: 5946.955566
	Iteration 15Q: 3 clusters Score -2.136048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 160821 members 
Entering Unmasked Estep 
Score: -21360516.000000 Penalty: 5946.955566
	Iteration 16Q: 3 clusters Score -2.136052e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 160832 members 
Entering Unmasked Estep 
Score: -21360546.000000 Penalty: 5946.955566
	Iteration 17Q: 3 clusters Score -2.136055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 160837 members 
Entering Unmasked Estep 
Score: -21360558.000000 Penalty: 5946.955566
	Iteration 18Q: 3 clusters Score -2.136056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 160839 members 
Entering Unmasked Estep 
Score: -21360574.000000 Penalty: 5946.955566
	Iteration 19Q: 3 clusters Score -2.136057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 160845 members 
Entering Unmasked Estep 
Score: -21360576.000000 Penalty: 5946.955566
	Iteration 20F: 3 clusters Score -2.136058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 160849 members 
Entering Unmasked Estep 
Score: -21360580.000000 Penalty: 5946.955566
	Iteration 21Q: 3 clusters Score -2.136058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 160849 members 
Entering Unmasked Estep 
Score: -21360572.000000 Penalty: 5946.955566
	Iteration 22Q: 3 clusters Score -2.136057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 160851 members 
Entering Unmasked Estep 
Score: -21360572.000000 Penalty: 5946.955566
	Iteration 23Q: 3 clusters Score -2.136057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 160851 members 
Entering Unmasked Estep 
Score: -21360572.000000 Penalty: 5946.955566
	Iteration 24F: 3 clusters Score -2.136057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (87318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87318 members 
Entering Unmasked Estep 
Score: -11321212.000000 Penalty: 2821.573242
	Iteration 0F: 2 clusters Score -1.132121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -11262682.000000 Penalty: 5643.146484
	Iteration 0F: 3 clusters Score -1.126268e+07 nChanged 41367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -11286234.000000 Penalty: 5643.146484
	Iteration 1F: 3 clusters Score -1.128623e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -11287836.000000 Penalty: 5643.146484
	Iteration 2Q: 3 clusters Score -1.128784e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -11291040.000000 Penalty: 5643.146484
	Iteration 3F: 3 clusters Score -1.129104e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 60570 members 
Entering Unmasked Estep 
Score: -11296194.000000 Penalty: 5643.146484
	Iteration 4F: 3 clusters Score -1.129619e+07 nChanged 7533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 67143 members 
Entering Unmasked Estep 
Score: -11302600.000000 Penalty: 5643.146484
	Iteration 5F: 3 clusters Score -1.13026e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 72934 members 
Entering Unmasked Estep 
Score: -11308369.000000 Penalty: 5643.146484
	Iteration 6F: 3 clusters Score -1.130837e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 77474 members 
Entering Unmasked Estep 
Score: -11312362.000000 Penalty: 5643.146484
	Iteration 7F: 3 clusters Score -1.131236e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 80659 members 
Entering Unmasked Estep 
Score: -11314737.000000 Penalty: 5643.146484
	Iteration 8Q: 3 clusters Score -1.131474e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 82925 members 
Entering Unmasked Estep 
Score: -11316348.000000 Penalty: 5643.146484
	Iteration 9Q: 3 clusters Score -1.131635e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 84472 members 
Entering Unmasked Estep 
Score: -11317446.000000 Penalty: 5643.146484
	Iteration 10Q: 3 clusters Score -1.131745e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 85410 members 
Entering Unmasked Estep 
Score: -11318045.000000 Penalty: 5643.146484
	Iteration 11Q: 3 clusters Score -1.131804e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 85932 members 
Entering Unmasked Estep 
Score: -11318337.000000 Penalty: 5643.146484
	Iteration 12Q: 3 clusters Score -1.131834e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 86227 members 
Entering Unmasked Estep 
Score: -11318524.000000 Penalty: 5643.146484
	Iteration 13Q: 3 clusters Score -1.131852e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 86386 members 
Entering Unmasked Estep 
Score: -11318621.000000 Penalty: 5643.146484
	Iteration 14Q: 3 clusters Score -1.131862e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 86497 members 
Entering Unmasked Estep 
Score: -11318692.000000 Penalty: 5643.146484
	Iteration 15Q: 3 clusters Score -1.131869e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 86564 members 
Entering Unmasked Estep 
Score: -11318729.000000 Penalty: 5643.146484
	Iteration 16Q: 3 clusters Score -1.131873e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 86604 members 
Entering Unmasked Estep 
Score: -11318738.000000 Penalty: 5643.146484
	Iteration 17Q: 3 clusters Score -1.131874e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 86632 members 
Entering Unmasked Estep 
Score: -11318769.000000 Penalty: 5643.146484
	Iteration 18Q: 3 clusters Score -1.131877e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 86653 members 
Entering Unmasked Estep 
Score: -11318784.000000 Penalty: 5643.146484
	Iteration 19Q: 3 clusters Score -1.131878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 86661 members 
Entering Unmasked Estep 
Score: -11318787.000000 Penalty: 5643.146484
	Iteration 20F: 3 clusters Score -1.131879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 86668 members 
Entering Unmasked Estep 
Score: -11318787.000000 Penalty: 5643.146484
	Iteration 21Q: 3 clusters Score -1.131879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 86671 members 
Entering Unmasked Estep 
Score: -11318789.000000 Penalty: 5643.146484
	Iteration 22Q: 3 clusters Score -1.131879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 86675 members 
Entering Unmasked Estep 
Score: -11318797.000000 Penalty: 5643.146484
	Iteration 23Q: 3 clusters Score -1.13188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 86678 members 
Entering Unmasked Estep 
Score: -11318802.000000 Penalty: 5643.146484
	Iteration 24Q: 3 clusters Score -1.13188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 86684 members 
Entering Unmasked Estep 
Score: -11318797.000000 Penalty: 5643.146484
	Iteration 25Q: 3 clusters Score -1.13188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 86688 members 
Entering Unmasked Estep 
Score: -11318807.000000 Penalty: 5643.146484
	Iteration 26Q: 3 clusters Score -1.131881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 86695 members 
Entering Unmasked Estep 
Score: -11318822.000000 Penalty: 5643.146484
	Iteration 27Q: 3 clusters Score -1.131882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 86703 members 
Entering Unmasked Estep 
Score: -11318827.000000 Penalty: 5643.146484
	Iteration 28Q: 3 clusters Score -1.131883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 86710 members 
Entering Unmasked Estep 
Score: -11318828.000000 Penalty: 5643.146484
	Iteration 29Q: 3 clusters Score -1.131883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 86722 members 
Entering Unmasked Estep 
Score: -11318829.000000 Penalty: 5643.146484
	Iteration 30Q: 3 clusters Score -1.131883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 86728 members 
Entering Unmasked Estep 
Score: -11318848.000000 Penalty: 5643.146484
	Iteration 31Q: 3 clusters Score -1.131885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 86737 members 
Entering Unmasked Estep 
Score: -11318854.000000 Penalty: 5643.146484
	Iteration 32Q: 3 clusters Score -1.131885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 86743 members 
Entering Unmasked Estep 
Score: -11318847.000000 Penalty: 5643.146484
	Iteration 33Q: 3 clusters Score -1.131885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 86746 members 
Entering Unmasked Estep 
Score: -11318851.000000 Penalty: 5643.146484
	Iteration 34Q: 3 clusters Score -1.131885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 86748 members 
Entering Unmasked Estep 
Score: -11318849.000000 Penalty: 5643.146484
	Iteration 35Q: 3 clusters Score -1.131885e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 86747 members 
Entering Unmasked Estep 
Score: -11318849.000000 Penalty: 5643.146484
	Iteration 36Q: 3 clusters Score -1.131885e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 86747 members 
Entering Unmasked Estep 
Score: -11318855.000000 Penalty: 5643.146484
	Iteration 37Q: 3 clusters Score -1.131886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 86747 members 
Entering Unmasked Estep 
Score: -11318851.000000 Penalty: 5643.146484
	Iteration 38Q: 3 clusters Score -1.131885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 86747 members 
Entering Unmasked Estep 
Score: -11318851.000000 Penalty: 5643.146484
	Iteration 39F: 3 clusters Score -1.131885e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -387269.500000 Penalty: 1977.598877
	Iteration 0F: 2 clusters Score -387269.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -384064.500000 Penalty: 3955.197754
	Iteration 0F: 3 clusters Score -384064.5 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -384771.156250 Penalty: 3955.197754
	Iteration 1F: 3 clusters Score -384771.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -385004.406250 Penalty: 3955.197754
	Iteration 2F: 3 clusters Score -385004.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -385204.968750 Penalty: 3955.197754
	Iteration 3F: 3 clusters Score -385205 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -385474.781250 Penalty: 3955.197754
	Iteration 4F: 3 clusters Score -385474.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -385827.250000 Penalty: 3955.197754
	Iteration 5F: 3 clusters Score -385827.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -386111.562500 Penalty: 3955.197754
	Iteration 6F: 3 clusters Score -386111.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -386292.250000 Penalty: 3955.197754
	Iteration 7Q: 3 clusters Score -386292.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -386432.937500 Penalty: 3955.197754
	Iteration 8Q: 3 clusters Score -386432.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -386548.687500 Penalty: 3955.197754
	Iteration 9Q: 3 clusters Score -386548.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -386698.625000 Penalty: 3955.197754
	Iteration 10Q: 3 clusters Score -386698.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -386855.687500 Penalty: 3955.197754
	Iteration 11Q: 3 clusters Score -386855.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -386966.062500 Penalty: 3955.197754
	Iteration 12Q: 3 clusters Score -386966.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -387000.968750 Penalty: 3955.197754
	Iteration 13Q: 3 clusters Score -387001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -387014.468750 Penalty: 3955.197754
	Iteration 14Q: 3 clusters Score -387014.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -387020.125000 Penalty: 3955.197754
	Iteration 15Q: 3 clusters Score -387020.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -387023.656250 Penalty: 3955.197754
	Iteration 16Q: 3 clusters Score -387023.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -387023.750000 Penalty: 3955.197754
	Iteration 17Q: 3 clusters Score -387023.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -387023.750000 Penalty: 3955.197754
	Iteration 18F: 3 clusters Score -387023.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Entering Unmasked Estep 
Score: -894311.187500 Penalty: 2197.685059
	Iteration 0F: 2 clusters Score -894311.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -888496.375000 Penalty: 4395.370117
	Iteration 0F: 3 clusters Score -888496.4 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -890063.062500 Penalty: 4395.370117
	Iteration 1F: 3 clusters Score -890063.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -890485.875000 Penalty: 4395.370117
	Iteration 2F: 3 clusters Score -890485.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -891005.187500 Penalty: 4395.370117
	Iteration 3F: 3 clusters Score -891005.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -891588.312500 Penalty: 4395.370117
	Iteration 4F: 3 clusters Score -891588.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -892040.250000 Penalty: 4395.370117
	Iteration 5F: 3 clusters Score -892040.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -892325.500000 Penalty: 4395.370117
	Iteration 6F: 3 clusters Score -892325.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -892489.687500 Penalty: 4395.370117
	Iteration 7Q: 3 clusters Score -892489.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -892584.062500 Penalty: 4395.370117
	Iteration 8Q: 3 clusters Score -892584.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -892643.750000 Penalty: 4395.370117
	Iteration 9Q: 3 clusters Score -892643.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -892678.000000 Penalty: 4395.370117
	Iteration 10Q: 3 clusters Score -892678 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -892702.812500 Penalty: 4395.370117
	Iteration 11Q: 3 clusters Score -892702.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -892723.000000 Penalty: 4395.370117
	Iteration 12Q: 3 clusters Score -892723 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -892739.312500 Penalty: 4395.370117
	Iteration 13Q: 3 clusters Score -892739.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -892756.250000 Penalty: 4395.370117
	Iteration 14Q: 3 clusters Score -892756.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -892769.750000 Penalty: 4395.370117
	Iteration 15Q: 3 clusters Score -892769.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -892786.812500 Penalty: 4395.370117
	Iteration 16Q: 3 clusters Score -892786.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -892798.562500 Penalty: 4395.370117
	Iteration 17Q: 3 clusters Score -892798.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -892810.375000 Penalty: 4395.370117
	Iteration 18Q: 3 clusters Score -892810.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -892819.312500 Penalty: 4395.370117
	Iteration 19Q: 3 clusters Score -892819.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -892826.312500 Penalty: 4395.370117
	Iteration 20F: 3 clusters Score -892826.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -892830.625000 Penalty: 4395.370117
	Iteration 21Q: 3 clusters Score -892830.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -892834.500000 Penalty: 4395.370117
	Iteration 22Q: 3 clusters Score -892834.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -892839.187500 Penalty: 4395.370117
	Iteration 23Q: 3 clusters Score -892839.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -892846.375000 Penalty: 4395.370117
	Iteration 24Q: 3 clusters Score -892846.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -892848.125000 Penalty: 4395.370117
	Iteration 25Q: 3 clusters Score -892848.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -892850.750000 Penalty: 4395.370117
	Iteration 26Q: 3 clusters Score -892850.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -892850.375000 Penalty: 4395.370117
	Iteration 27Q: 3 clusters Score -892850.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -892852.375000 Penalty: 4395.370117
	Iteration 28Q: 3 clusters Score -892852.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -892853.187500 Penalty: 4395.370117
	Iteration 29Q: 3 clusters Score -892853.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -892856.375000 Penalty: 4395.370117
	Iteration 30Q: 3 clusters Score -892856.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -892857.000000 Penalty: 4395.370117
	Iteration 31Q: 3 clusters Score -892857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -892858.937500 Penalty: 4395.370117
	Iteration 32Q: 3 clusters Score -892858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -892859.250000 Penalty: 4395.370117
	Iteration 33Q: 3 clusters Score -892859.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -892859.812500 Penalty: 4395.370117
	Iteration 34Q: 3 clusters Score -892859.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -892859.062500 Penalty: 4395.370117
	Iteration 35Q: 3 clusters Score -892859.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -892860.437500 Penalty: 4395.370117
	Iteration 36Q: 3 clusters Score -892860.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -892860.562500 Penalty: 4395.370117
	Iteration 37Q: 3 clusters Score -892860.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -892860.875000 Penalty: 4395.370117
	Iteration 38Q: 3 clusters Score -892860.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -892860.875000 Penalty: 4395.370117
	Iteration 39F: 3 clusters Score -892860.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Entering Unmasked Estep 
Score: -82806.039062 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -82806.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -81108.273438 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -81108.27 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -81386.062500 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -81386.06 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -81513.257812 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -81513.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -81593.718750 Penalty: 3230.562256
	Iteration 3Q: 3 clusters Score -81593.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -81677.546875 Penalty: 3230.562256
	Iteration 4Q: 3 clusters Score -81677.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -81726.515625 Penalty: 3230.562256
	Iteration 5Q: 3 clusters Score -81726.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -81766.703125 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -81766.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -81791.273438 Penalty: 3230.562256
	Iteration 7Q: 3 clusters Score -81791.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -81802.234375 Penalty: 3230.562256
	Iteration 8Q: 3 clusters Score -81802.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -81808.507812 Penalty: 3230.562256
	Iteration 9Q: 3 clusters Score -81808.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -81812.320312 Penalty: 3230.562256
	Iteration 10Q: 3 clusters Score -81812.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -81819.867188 Penalty: 3230.562256
	Iteration 11Q: 3 clusters Score -81819.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -81829.953125 Penalty: 3230.562256
	Iteration 12Q: 3 clusters Score -81829.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -81829.953125 Penalty: 3230.562256
	Iteration 13F: 3 clusters Score -81829.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (160417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160417 members 
Entering Unmasked Estep 
Score: -21484308.000000 Penalty: 2972.411865
	Iteration 0F: 2 clusters Score -2.148431e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80148 members 
Mstep: Class 2 contains 80269 members 
Entering Unmasked Estep 
Score: -21379834.000000 Penalty: 5944.823730
	Iteration 0F: 3 clusters Score -2.137983e+07 nChanged 76760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79708 members 
Mstep: Class 2 contains 80709 members 
Entering Unmasked Estep 
Score: -21423920.000000 Penalty: 5944.823730
	Iteration 1F: 3 clusters Score -2.142392e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79106 members 
Mstep: Class 2 contains 81311 members 
Entering Unmasked Estep 
Score: -21424732.000000 Penalty: 5944.823730
	Iteration 2Q: 3 clusters Score -2.142473e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78195 members 
Mstep: Class 2 contains 82222 members 
Entering Unmasked Estep 
Score: -21425810.000000 Penalty: 5944.823730
	Iteration 3Q: 3 clusters Score -2.142581e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76877 members 
Mstep: Class 2 contains 83540 members 
Entering Unmasked Estep 
Score: -21427008.000000 Penalty: 5944.823730
	Iteration 4Q: 3 clusters Score -2.142701e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74892 members 
Mstep: Class 2 contains 85525 members 
Entering Unmasked Estep 
Score: -21428470.000000 Penalty: 5944.823730
	Iteration 5Q: 3 clusters Score -2.142847e+07 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72012 members 
Mstep: Class 2 contains 88405 members 
Entering Unmasked Estep 
Score: -21430556.000000 Penalty: 5944.823730
	Iteration 6Q: 3 clusters Score -2.143056e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67922 members 
Mstep: Class 2 contains 92495 members 
Entering Unmasked Estep 
Score: -21433752.000000 Penalty: 5944.823730
	Iteration 7Q: 3 clusters Score -2.143375e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62738 members 
Mstep: Class 2 contains 97679 members 
Entering Unmasked Estep 
Score: -21438752.000000 Penalty: 5944.823730
	Iteration 8F: 3 clusters Score -2.143875e+07 nChanged 9371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56871 members 
Mstep: Class 2 contains 103546 members 
Entering Unmasked Estep 
Score: -21445656.000000 Penalty: 5944.823730
	Iteration 9F: 3 clusters Score -2.144566e+07 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 109023 members 
Entering Unmasked Estep 
Score: -21453150.000000 Penalty: 5944.823730
	Iteration 10F: 3 clusters Score -2.145315e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 113303 members 
Entering Unmasked Estep 
Score: -21458862.000000 Penalty: 5944.823730
	Iteration 11F: 3 clusters Score -2.145886e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 116485 members 
Entering Unmasked Estep 
Score: -21462066.000000 Penalty: 5944.823730
	Iteration 12Q: 3 clusters Score -2.146207e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 119293 members 
Entering Unmasked Estep 
Score: -21463830.000000 Penalty: 5944.823730
	Iteration 13Q: 3 clusters Score -2.146383e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 122029 members 
Entering Unmasked Estep 
Score: -21464850.000000 Penalty: 5944.823730
	Iteration 14Q: 3 clusters Score -2.146485e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 124809 members 
Entering Unmasked Estep 
Score: -21465904.000000 Penalty: 5944.823730
	Iteration 15Q: 3 clusters Score -2.14659e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 127518 members 
Entering Unmasked Estep 
Score: -21466980.000000 Penalty: 5944.823730
	Iteration 16Q: 3 clusters Score -2.146698e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 130371 members 
Entering Unmasked Estep 
Score: -21468224.000000 Penalty: 5944.823730
	Iteration 17Q: 3 clusters Score -2.146822e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 133318 members 
Entering Unmasked Estep 
Score: -21469456.000000 Penalty: 5944.823730
	Iteration 18Q: 3 clusters Score -2.146946e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 136157 members 
Entering Unmasked Estep 
Score: -21470674.000000 Penalty: 5944.823730
	Iteration 19Q: 3 clusters Score -2.147067e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 138912 members 
Entering Unmasked Estep 
Score: -21471988.000000 Penalty: 5944.823730
	Iteration 20F: 3 clusters Score -2.147199e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 141744 members 
Entering Unmasked Estep 
Score: -21473268.000000 Penalty: 5944.823730
	Iteration 21Q: 3 clusters Score -2.147327e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 144432 members 
Entering Unmasked Estep 
Score: -21474928.000000 Penalty: 5944.823730
	Iteration 22Q: 3 clusters Score -2.147493e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 147040 members 
Entering Unmasked Estep 
Score: -21476480.000000 Penalty: 5944.823730
	Iteration 23Q: 3 clusters Score -2.147648e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 149473 members 
Entering Unmasked Estep 
Score: -21478000.000000 Penalty: 5944.823730
	Iteration 24Q: 3 clusters Score -2.1478e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 151671 members 
Entering Unmasked Estep 
Score: -21479342.000000 Penalty: 5944.823730
	Iteration 25Q: 3 clusters Score -2.147934e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 153533 members 
Entering Unmasked Estep 
Score: -21480552.000000 Penalty: 5944.823730
	Iteration 26Q: 3 clusters Score -2.148055e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 155042 members 
Entering Unmasked Estep 
Score: -21481428.000000 Penalty: 5944.823730
	Iteration 27Q: 3 clusters Score -2.148143e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 156204 members 
Entering Unmasked Estep 
Score: -21481890.000000 Penalty: 5944.823730
	Iteration 28Q: 3 clusters Score -2.148189e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 157008 members 
Entering Unmasked Estep 
Score: -21482236.000000 Penalty: 5944.823730
	Iteration 29Q: 3 clusters Score -2.148224e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 157598 members 
Entering Unmasked Estep 
Score: -21482500.000000 Penalty: 5944.823730
	Iteration 30Q: 3 clusters Score -2.14825e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 157996 members 
Entering Unmasked Estep 
Score: -21482650.000000 Penalty: 5944.823730
	Iteration 31Q: 3 clusters Score -2.148265e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 158262 members 
Entering Unmasked Estep 
Score: -21482778.000000 Penalty: 5944.823730
	Iteration 32Q: 3 clusters Score -2.148278e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 158429 members 
Entering Unmasked Estep 
Score: -21482814.000000 Penalty: 5944.823730
	Iteration 33Q: 3 clusters Score -2.148281e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 158548 members 
Entering Unmasked Estep 
Score: -21482882.000000 Penalty: 5944.823730
	Iteration 34Q: 3 clusters Score -2.148288e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 158604 members 
Entering Unmasked Estep 
Score: -21482928.000000 Penalty: 5944.823730
	Iteration 35Q: 3 clusters Score -2.148293e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 158647 members 
Entering Unmasked Estep 
Score: -21482930.000000 Penalty: 5944.823730
	Iteration 36Q: 3 clusters Score -2.148293e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 158680 members 
Entering Unmasked Estep 
Score: -21482902.000000 Penalty: 5944.823730
	Iteration 37Q: 3 clusters Score -2.14829e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 158717 members 
Entering Unmasked Estep 
Score: -21482926.000000 Penalty: 5944.823730
	Iteration 38Q: 3 clusters Score -2.148293e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 158758 members 
Entering Unmasked Estep 
Score: -21482932.000000 Penalty: 5944.823730
	Iteration 39Q: 3 clusters Score -2.148293e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 158786 members 
Entering Unmasked Estep 
Score: -21482956.000000 Penalty: 5944.823730
	Iteration 40F: 3 clusters Score -2.148296e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 158781 members 
Entering Unmasked Estep 
Score: -21482988.000000 Penalty: 5944.823730
	Iteration 41Q: 3 clusters Score -2.148299e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 158788 members 
Entering Unmasked Estep 
Score: -21482990.000000 Penalty: 5944.823730
	Iteration 42Q: 3 clusters Score -2.148299e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 158784 members 
Entering Unmasked Estep 
Score: -21483010.000000 Penalty: 5944.823730
	Iteration 43Q: 3 clusters Score -2.148301e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 158768 members 
Entering Unmasked Estep 
Score: -21483008.000000 Penalty: 5944.823730
	Iteration 44Q: 3 clusters Score -2.148301e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 158766 members 
Entering Unmasked Estep 
Score: -21483030.000000 Penalty: 5944.823730
	Iteration 45Q: 3 clusters Score -2.148303e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 158772 members 
Entering Unmasked Estep 
Score: -21483058.000000 Penalty: 5944.823730
	Iteration 46Q: 3 clusters Score -2.148306e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 158775 members 
Entering Unmasked Estep 
Score: -21483080.000000 Penalty: 5944.823730
	Iteration 47Q: 3 clusters Score -2.148308e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 158779 members 
Entering Unmasked Estep 
Score: -21483092.000000 Penalty: 5944.823730
	Iteration 48Q: 3 clusters Score -2.148309e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 158781 members 
Entering Unmasked Estep 
Score: -21483072.000000 Penalty: 5944.823730
	Iteration 49Q: 3 clusters Score -2.148307e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 158788 members 
Entering Unmasked Estep 
Score: -21483076.000000 Penalty: 5944.823730
	Iteration 50Q: 3 clusters Score -2.148308e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 158795 members 
Entering Unmasked Estep 
Score: -21483092.000000 Penalty: 5944.823730
	Iteration 51Q: 3 clusters Score -2.148309e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 158788 members 
Entering Unmasked Estep 
Score: -21483104.000000 Penalty: 5944.823730
	Iteration 52Q: 3 clusters Score -2.14831e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 158784 members 
Entering Unmasked Estep 
Score: -21483138.000000 Penalty: 5944.823730
	Iteration 53Q: 3 clusters Score -2.148314e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 158783 members 
Entering Unmasked Estep 
Score: -21483148.000000 Penalty: 5944.823730
	Iteration 54Q: 3 clusters Score -2.148315e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 158774 members 
Entering Unmasked Estep 
Score: -21483152.000000 Penalty: 5944.823730
	Iteration 55Q: 3 clusters Score -2.148315e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 158766 members 
Entering Unmasked Estep 
Score: -21483162.000000 Penalty: 5944.823730
	Iteration 56Q: 3 clusters Score -2.148316e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 158758 members 
Entering Unmasked Estep 
Score: -21483168.000000 Penalty: 5944.823730
	Iteration 57Q: 3 clusters Score -2.148317e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 158757 members 
Entering Unmasked Estep 
Score: -21483172.000000 Penalty: 5944.823730
	Iteration 58Q: 3 clusters Score -2.148317e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 158757 members 
Entering Unmasked Estep 
Score: -21483196.000000 Penalty: 5944.823730
	Iteration 59Q: 3 clusters Score -2.14832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 158755 members 
Entering Unmasked Estep 
Score: -21483234.000000 Penalty: 5944.823730
	Iteration 60F: 3 clusters Score -2.148323e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 158753 members 
Entering Unmasked Estep 
Score: -21483234.000000 Penalty: 5944.823730
	Iteration 61Q: 3 clusters Score -2.148323e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 158751 members 
Entering Unmasked Estep 
Score: -21483236.000000 Penalty: 5944.823730
	Iteration 62Q: 3 clusters Score -2.148324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 158751 members 
Entering Unmasked Estep 
Score: -21483242.000000 Penalty: 5944.823730
	Iteration 63Q: 3 clusters Score -2.148324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 158748 members 
Entering Unmasked Estep 
Score: -21483250.000000 Penalty: 5944.823730
	Iteration 64Q: 3 clusters Score -2.148325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 158741 members 
Entering Unmasked Estep 
Score: -21483258.000000 Penalty: 5944.823730
	Iteration 65Q: 3 clusters Score -2.148326e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 158742 members 
Entering Unmasked Estep 
Score: -21483254.000000 Penalty: 5944.823730
	Iteration 66Q: 3 clusters Score -2.148325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 158743 members 
Entering Unmasked Estep 
Score: -21483246.000000 Penalty: 5944.823730
	Iteration 67Q: 3 clusters Score -2.148325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 158743 members 
Entering Unmasked Estep 
Score: -21483246.000000 Penalty: 5944.823730
	Iteration 68F: 3 clusters Score -2.148325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (153774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153774 members 
Entering Unmasked Estep 
Score: -20432734.000000 Penalty: 2961.923340
	Iteration 0F: 2 clusters Score -2.043273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77248 members 
Mstep: Class 2 contains 76526 members 
Entering Unmasked Estep 
Score: -20330034.000000 Penalty: 5923.846680
	Iteration 0F: 3 clusters Score -2.033003e+07 nChanged 73477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83663 members 
Mstep: Class 2 contains 70111 members 
Entering Unmasked Estep 
Score: -20372676.000000 Penalty: 5923.846680
	Iteration 1F: 3 clusters Score -2.037268e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88210 members 
Mstep: Class 2 contains 65564 members 
Entering Unmasked Estep 
Score: -20374558.000000 Penalty: 5923.846680
	Iteration 2Q: 3 clusters Score -2.037456e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95237 members 
Mstep: Class 2 contains 58537 members 
Entering Unmasked Estep 
Score: -20377856.000000 Penalty: 5923.846680
	Iteration 3Q: 3 clusters Score -2.037786e+07 nChanged 10697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105620 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -20385066.000000 Penalty: 5923.846680
	Iteration 4F: 3 clusters Score -2.038507e+07 nChanged 13532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118936 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -20396510.000000 Penalty: 5923.846680
	Iteration 5F: 3 clusters Score -2.039651e+07 nChanged 13933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132779 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -20409920.000000 Penalty: 5923.846680
	Iteration 6F: 3 clusters Score -2.040992e+07 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143737 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -20421192.000000 Penalty: 5923.846680
	Iteration 7F: 3 clusters Score -2.042119e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149699 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -20426860.000000 Penalty: 5923.846680
	Iteration 8Q: 3 clusters Score -2.042686e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152076 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -20428866.000000 Penalty: 5923.846680
	Iteration 9Q: 3 clusters Score -2.042887e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152924 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -20429598.000000 Penalty: 5923.846680
	Iteration 10Q: 3 clusters Score -2.04296e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153222 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -20429850.000000 Penalty: 5923.846680
	Iteration 11Q: 3 clusters Score -2.042985e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153337 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -20429960.000000 Penalty: 5923.846680
	Iteration 12Q: 3 clusters Score -2.042996e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153386 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -20430030.000000 Penalty: 5923.846680
	Iteration 13Q: 3 clusters Score -2.043003e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153414 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -20430064.000000 Penalty: 5923.846680
	Iteration 14Q: 3 clusters Score -2.043006e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153432 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -20430100.000000 Penalty: 5923.846680
	Iteration 15Q: 3 clusters Score -2.04301e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153437 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -20430108.000000 Penalty: 5923.846680
	Iteration 16Q: 3 clusters Score -2.043011e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153449 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -20430122.000000 Penalty: 5923.846680
	Iteration 17Q: 3 clusters Score -2.043012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153454 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -20430146.000000 Penalty: 5923.846680
	Iteration 18Q: 3 clusters Score -2.043015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153455 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -20430152.000000 Penalty: 5923.846680
	Iteration 19Q: 3 clusters Score -2.043015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153456 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -20430154.000000 Penalty: 5923.846680
	Iteration 20F: 3 clusters Score -2.043015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153457 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -20430156.000000 Penalty: 5923.846680
	Iteration 21Q: 3 clusters Score -2.043016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153458 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -20430166.000000 Penalty: 5923.846680
	Iteration 22Q: 3 clusters Score -2.043017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153458 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -20430166.000000 Penalty: 5923.846680
	Iteration 23F: 3 clusters Score -2.043017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Entering Unmasked Estep 
Score: -3141193.000000 Penalty: 2498.412109
	Iteration 0F: 2 clusters Score -3141193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -3124733.750000 Penalty: 4996.824219
	Iteration 0F: 3 clusters Score -3124734 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -3130371.500000 Penalty: 4996.824219
	Iteration 1F: 3 clusters Score -3130372 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -3130828.750000 Penalty: 4996.824219
	Iteration 2F: 3 clusters Score -3130829 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -3131262.750000 Penalty: 4996.824219
	Iteration 3Q: 3 clusters Score -3131263 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -3131732.750000 Penalty: 4996.824219
	Iteration 4Q: 3 clusters Score -3131733 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -3132314.500000 Penalty: 4996.824219
	Iteration 5Q: 3 clusters Score -3132314 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -3132970.500000 Penalty: 4996.824219
	Iteration 6F: 3 clusters Score -3132970 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -3133721.250000 Penalty: 4996.824219
	Iteration 7F: 3 clusters Score -3133721 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3134437.000000 Penalty: 4996.824219
	Iteration 8F: 3 clusters Score -3134437 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -3135165.750000 Penalty: 4996.824219
	Iteration 9F: 3 clusters Score -3135166 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -3135894.500000 Penalty: 4996.824219
	Iteration 10Q: 3 clusters Score -3135894 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -3136550.250000 Penalty: 4996.824219
	Iteration 11Q: 3 clusters Score -3136550 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -3137207.000000 Penalty: 4996.824219
	Iteration 12Q: 3 clusters Score -3137207 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -3137824.000000 Penalty: 4996.824219
	Iteration 13Q: 3 clusters Score -3137824 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -3138289.250000 Penalty: 4996.824219
	Iteration 14Q: 3 clusters Score -3138289 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -3138628.750000 Penalty: 4996.824219
	Iteration 15Q: 3 clusters Score -3138629 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -3138801.750000 Penalty: 4996.824219
	Iteration 16Q: 3 clusters Score -3138802 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -3138940.750000 Penalty: 4996.824219
	Iteration 17Q: 3 clusters Score -3138941 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -3139050.000000 Penalty: 4996.824219
	Iteration 18Q: 3 clusters Score -3139050 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3139131.500000 Penalty: 4996.824219
	Iteration 19Q: 3 clusters Score -3139132 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -3139193.500000 Penalty: 4996.824219
	Iteration 20F: 3 clusters Score -3139194 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -3139250.500000 Penalty: 4996.824219
	Iteration 21Q: 3 clusters Score -3139250 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3139303.750000 Penalty: 4996.824219
	Iteration 22Q: 3 clusters Score -3139304 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3139326.500000 Penalty: 4996.824219
	Iteration 23Q: 3 clusters Score -3139326 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3139355.750000 Penalty: 4996.824219
	Iteration 24Q: 3 clusters Score -3139356 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3139375.750000 Penalty: 4996.824219
	Iteration 25Q: 3 clusters Score -3139376 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -3139382.250000 Penalty: 4996.824219
	Iteration 26Q: 3 clusters Score -3139382 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3139394.750000 Penalty: 4996.824219
	Iteration 27Q: 3 clusters Score -3139395 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3139412.750000 Penalty: 4996.824219
	Iteration 28Q: 3 clusters Score -3139413 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -3139416.000000 Penalty: 4996.824219
	Iteration 29Q: 3 clusters Score -3139416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3139427.500000 Penalty: 4996.824219
	Iteration 30Q: 3 clusters Score -3139428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -3139431.250000 Penalty: 4996.824219
	Iteration 31Q: 3 clusters Score -3139431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3139442.750000 Penalty: 4996.824219
	Iteration 32Q: 3 clusters Score -3139443 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3139446.750000 Penalty: 4996.824219
	Iteration 33Q: 3 clusters Score -3139447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3139447.500000 Penalty: 4996.824219
	Iteration 34Q: 3 clusters Score -3139448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3139456.000000 Penalty: 4996.824219
	Iteration 35Q: 3 clusters Score -3139456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3139456.750000 Penalty: 4996.824219
	Iteration 36Q: 3 clusters Score -3139457 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3139458.750000 Penalty: 4996.824219
	Iteration 37Q: 3 clusters Score -3139459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3139466.500000 Penalty: 4996.824219
	Iteration 38Q: 3 clusters Score -3139466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3139471.000000 Penalty: 4996.824219
	Iteration 39Q: 3 clusters Score -3139471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3139475.250000 Penalty: 4996.824219
	Iteration 40F: 3 clusters Score -3139475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -3139483.750000 Penalty: 4996.824219
	Iteration 41Q: 3 clusters Score -3139484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3139485.000000 Penalty: 4996.824219
	Iteration 42Q: 3 clusters Score -3139485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3139484.250000 Penalty: 4996.824219
	Iteration 43Q: 3 clusters Score -3139484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3139483.750000 Penalty: 4996.824219
	Iteration 44Q: 3 clusters Score -3139484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3139486.250000 Penalty: 4996.824219
	Iteration 45Q: 3 clusters Score -3139486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3139490.000000 Penalty: 4996.824219
	Iteration 46Q: 3 clusters Score -3139490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3139491.750000 Penalty: 4996.824219
	Iteration 47Q: 3 clusters Score -3139492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3139491.500000 Penalty: 4996.824219
	Iteration 48Q: 3 clusters Score -3139492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3139502.500000 Penalty: 4996.824219
	Iteration 49Q: 3 clusters Score -3139502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3139499.000000 Penalty: 4996.824219
	Iteration 50Q: 3 clusters Score -3139499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3139503.750000 Penalty: 4996.824219
	Iteration 51Q: 3 clusters Score -3139504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3139506.500000 Penalty: 4996.824219
	Iteration 52Q: 3 clusters Score -3139506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3139516.250000 Penalty: 4996.824219
	Iteration 53Q: 3 clusters Score -3139516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3139515.750000 Penalty: 4996.824219
	Iteration 54Q: 3 clusters Score -3139516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3139527.000000 Penalty: 4996.824219
	Iteration 55Q: 3 clusters Score -3139527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3139531.750000 Penalty: 4996.824219
	Iteration 56Q: 3 clusters Score -3139532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3139543.000000 Penalty: 4996.824219
	Iteration 57Q: 3 clusters Score -3139543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3139541.500000 Penalty: 4996.824219
	Iteration 58Q: 3 clusters Score -3139542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3139543.000000 Penalty: 4996.824219
	Iteration 59Q: 3 clusters Score -3139543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3139542.250000 Penalty: 4996.824219
	Iteration 60F: 3 clusters Score -3139542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3139544.250000 Penalty: 4996.824219
	Iteration 61Q: 3 clusters Score -3139544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3139552.000000 Penalty: 4996.824219
	Iteration 62Q: 3 clusters Score -3139552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3139557.500000 Penalty: 4996.824219
	Iteration 63Q: 3 clusters Score -3139558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3139556.000000 Penalty: 4996.824219
	Iteration 64Q: 3 clusters Score -3139556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3139557.500000 Penalty: 4996.824219
	Iteration 65Q: 3 clusters Score -3139558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3139554.250000 Penalty: 4996.824219
	Iteration 66Q: 3 clusters Score -3139554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3139563.500000 Penalty: 4996.824219
	Iteration 67Q: 3 clusters Score -3139564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3139573.750000 Penalty: 4996.824219
	Iteration 68Q: 3 clusters Score -3139574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3139573.750000 Penalty: 4996.824219
	Iteration 69Q: 3 clusters Score -3139574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3139573.750000 Penalty: 4996.824219
	Iteration 70Q: 3 clusters Score -3139574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3139577.250000 Penalty: 4996.824219
	Iteration 71Q: 3 clusters Score -3139577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3139580.250000 Penalty: 4996.824219
	Iteration 72Q: 3 clusters Score -3139580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3139578.750000 Penalty: 4996.824219
	Iteration 73Q: 3 clusters Score -3139579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3139579.000000 Penalty: 4996.824219
	Iteration 74Q: 3 clusters Score -3139579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3139579.000000 Penalty: 4996.824219
	Iteration 75F: 3 clusters Score -3139579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -39603.722656 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -39603.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38374.832031 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -38374.83 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38875.507812 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -38875.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39267.550781 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -39267.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -39614.214844 Penalty: 2952.808594
	Iteration 3F: 3 clusters Score -39614.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40043.066406 Penalty: 2952.808594
	Iteration 4F: 3 clusters Score -40043.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40527.761719 Penalty: 2952.808594
	Iteration 5F: 3 clusters Score -40527.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40756.566406 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -40756.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40813.343750 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -40813.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40854.292969 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -40854.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41005.792969 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -41005.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41304.628906 Penalty: 2952.808594
	Iteration 10Q: 3 clusters Score -41304.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41424.691406 Penalty: 2952.808594
	Iteration 11Q: 3 clusters Score -41424.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41724.414062 Penalty: 2952.808594
	Iteration 12Q: 3 clusters Score -41724.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41724.414062 Penalty: 2952.808594
	Iteration 13F: 3 clusters Score -41724.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 157293 members 
Mstep: Class 4 contains 68874 members 
Mstep: Class 5 contains 161108 members 
Mstep: Class 6 contains 87318 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160417 members 
Mstep: Class 11 contains 153774 members 
Mstep: Class 12 contains 23724 members 
Mstep: Class 13 contains 177 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10560 members 
Mstep: Class 18 contains 158816 members 
Mstep: Class 19 contains 154576 members 
Mstep: Class 20 contains 52968 members 
Mstep: Class 21 contains 166552 members 
Mstep: Class 22 contains 5196 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 208 members 
Entering Unmasked Estep 
Score: -180459136.000000 Penalty: 94667.796875
Splitting cluster 13 changes total score from -180459680.000000 to -180459136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -112450.125000 Penalty: 1701.704468
	Iteration 0F: 2 clusters Score -112450.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -110672.226562 Penalty: 3403.408936
	Iteration 0F: 3 clusters Score -110672.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -111083.000000 Penalty: 3403.408936
	Iteration 1F: 3 clusters Score -111083 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -111240.375000 Penalty: 3403.408936
	Iteration 2F: 3 clusters Score -111240.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -111381.296875 Penalty: 3403.408936
	Iteration 3F: 3 clusters Score -111381.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -111462.968750 Penalty: 3403.408936
	Iteration 4Q: 3 clusters Score -111463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -111503.507812 Penalty: 3403.408936
	Iteration 5Q: 3 clusters Score -111503.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -111526.078125 Penalty: 3403.408936
	Iteration 6Q: 3 clusters Score -111526.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -111537.500000 Penalty: 3403.408936
	Iteration 7Q: 3 clusters Score -111537.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -111552.859375 Penalty: 3403.408936
	Iteration 8Q: 3 clusters Score -111552.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -111561.875000 Penalty: 3403.408936
	Iteration 9Q: 3 clusters Score -111561.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -111566.609375 Penalty: 3403.408936
	Iteration 10Q: 3 clusters Score -111566.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -111572.531250 Penalty: 3403.408936
	Iteration 11Q: 3 clusters Score -111572.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -111573.984375 Penalty: 3403.408936
	Iteration 12Q: 3 clusters Score -111574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -111576.312500 Penalty: 3403.408936
	Iteration 13Q: 3 clusters Score -111576.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -111577.765625 Penalty: 3403.408936
	Iteration 14Q: 3 clusters Score -111577.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -111582.820312 Penalty: 3403.408936
	Iteration 15Q: 3 clusters Score -111582.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -111590.765625 Penalty: 3403.408936
	Iteration 16Q: 3 clusters Score -111590.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -111595.156250 Penalty: 3403.408936
	Iteration 17Q: 3 clusters Score -111595.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -111602.359375 Penalty: 3403.408936
	Iteration 18Q: 3 clusters Score -111602.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -111614.960938 Penalty: 3403.408936
	Iteration 19Q: 3 clusters Score -111615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -111624.375000 Penalty: 3403.408936
	Iteration 20F: 3 clusters Score -111624.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -111632.343750 Penalty: 3403.408936
	Iteration 21Q: 3 clusters Score -111632.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -111636.773438 Penalty: 3403.408936
	Iteration 22Q: 3 clusters Score -111636.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -111639.679688 Penalty: 3403.408936
	Iteration 23Q: 3 clusters Score -111639.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -111642.851562 Penalty: 3403.408936
	Iteration 24Q: 3 clusters Score -111642.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -111645.898438 Penalty: 3403.408936
	Iteration 25Q: 3 clusters Score -111645.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -111646.664062 Penalty: 3403.408936
	Iteration 26Q: 3 clusters Score -111646.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -111646.664062 Penalty: 3403.408936
	Iteration 27F: 3 clusters Score -111646.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -10533.827148 Penalty: 1115.952759
	Iteration 0F: 2 clusters Score -10533.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -9751.147461 Penalty: 2231.905518
	Iteration 0F: 3 clusters Score -9751.147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (82 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Entering Unmasked Estep 
Score: -8936.987305 Penalty: 1092.866333
	Iteration 0F: 2 clusters Score -8936.987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -8259.321289 Penalty: 2185.732666
	Iteration 0F: 3 clusters Score -8259.321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Entering Unmasked Estep 
Score: -1410426.250000 Penalty: 2297.677490
	Iteration 0F: 2 clusters Score -1410426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1402421.875000 Penalty: 4595.354980
	Iteration 0F: 3 clusters Score -1402422 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1404701.500000 Penalty: 4595.354980
	Iteration 1F: 3 clusters Score -1404702 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1405092.000000 Penalty: 4595.354980
	Iteration 2F: 3 clusters Score -1405092 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1405523.500000 Penalty: 4595.354980
	Iteration 3F: 3 clusters Score -1405524 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1406027.625000 Penalty: 4595.354980
	Iteration 4F: 3 clusters Score -1406028 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1406576.500000 Penalty: 4595.354980
	Iteration 5F: 3 clusters Score -1406576 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1407074.250000 Penalty: 4595.354980
	Iteration 6F: 3 clusters Score -1407074 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1407537.375000 Penalty: 4595.354980
	Iteration 7F: 3 clusters Score -1407537 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1407917.875000 Penalty: 4595.354980
	Iteration 8F: 3 clusters Score -1407918 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1408283.750000 Penalty: 4595.354980
	Iteration 9Q: 3 clusters Score -1408284 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1408610.750000 Penalty: 4595.354980
	Iteration 10Q: 3 clusters Score -1408611 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1408886.125000 Penalty: 4595.354980
	Iteration 11Q: 3 clusters Score -1408886 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1409028.750000 Penalty: 4595.354980
	Iteration 12Q: 3 clusters Score -1409029 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1409101.375000 Penalty: 4595.354980
	Iteration 13Q: 3 clusters Score -1409101 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1409129.125000 Penalty: 4595.354980
	Iteration 14Q: 3 clusters Score -1409129 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1409140.375000 Penalty: 4595.354980
	Iteration 15Q: 3 clusters Score -1409140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1409147.500000 Penalty: 4595.354980
	Iteration 16Q: 3 clusters Score -1409148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1409148.625000 Penalty: 4595.354980
	Iteration 17Q: 3 clusters Score -1409149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1409154.000000 Penalty: 4595.354980
	Iteration 18Q: 3 clusters Score -1409154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1409153.250000 Penalty: 4595.354980
	Iteration 19Q: 3 clusters Score -1409153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1409158.625000 Penalty: 4595.354980
	Iteration 20F: 3 clusters Score -1409159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1409164.125000 Penalty: 4595.354980
	Iteration 21Q: 3 clusters Score -1409164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1409165.625000 Penalty: 4595.354980
	Iteration 22Q: 3 clusters Score -1409166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1409163.125000 Penalty: 4595.354980
	Iteration 23Q: 3 clusters Score -1409163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1409167.250000 Penalty: 4595.354980
	Iteration 24Q: 3 clusters Score -1409167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1409165.000000 Penalty: 4595.354980
	Iteration 25Q: 3 clusters Score -1409165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1409164.500000 Penalty: 4595.354980
	Iteration 26Q: 3 clusters Score -1409164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1409166.875000 Penalty: 4595.354980
	Iteration 27Q: 3 clusters Score -1409167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1409168.125000 Penalty: 4595.354980
	Iteration 28Q: 3 clusters Score -1409168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1409165.500000 Penalty: 4595.354980
	Iteration 29Q: 3 clusters Score -1409166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1409163.000000 Penalty: 4595.354980
	Iteration 30Q: 3 clusters Score -1409163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1409165.250000 Penalty: 4595.354980
	Iteration 31Q: 3 clusters Score -1409165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1409166.500000 Penalty: 4595.354980
	Iteration 32Q: 3 clusters Score -1409166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1409166.500000 Penalty: 4595.354980
	Iteration 33F: 3 clusters Score -1409166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (158816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158816 members 
Entering Unmasked Estep 
Score: -21115268.000000 Penalty: 2969.924561
	Iteration 0F: 2 clusters Score -2.111527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79517 members 
Mstep: Class 2 contains 79299 members 
Entering Unmasked Estep 
Score: -21011640.000000 Penalty: 5939.849121
	Iteration 0F: 3 clusters Score -2.101164e+07 nChanged 75736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80345 members 
Mstep: Class 2 contains 78471 members 
Entering Unmasked Estep 
Score: -21055320.000000 Penalty: 5939.849121
	Iteration 1F: 3 clusters Score -2.105532e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80755 members 
Mstep: Class 2 contains 78061 members 
Entering Unmasked Estep 
Score: -21056220.000000 Penalty: 5939.849121
	Iteration 2Q: 3 clusters Score -2.105622e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81480 members 
Mstep: Class 2 contains 77336 members 
Entering Unmasked Estep 
Score: -21057298.000000 Penalty: 5939.849121
	Iteration 3Q: 3 clusters Score -2.10573e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82585 members 
Mstep: Class 2 contains 76231 members 
Entering Unmasked Estep 
Score: -21058662.000000 Penalty: 5939.849121
	Iteration 4Q: 3 clusters Score -2.105866e+07 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84354 members 
Mstep: Class 2 contains 74462 members 
Entering Unmasked Estep 
Score: -21060392.000000 Penalty: 5939.849121
	Iteration 5Q: 3 clusters Score -2.106039e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86968 members 
Mstep: Class 2 contains 71848 members 
Entering Unmasked Estep 
Score: -21063112.000000 Penalty: 5939.849121
	Iteration 6Q: 3 clusters Score -2.106311e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90866 members 
Mstep: Class 2 contains 67950 members 
Entering Unmasked Estep 
Score: -21067312.000000 Penalty: 5939.849121
	Iteration 7Q: 3 clusters Score -2.106731e+07 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95965 members 
Mstep: Class 2 contains 62851 members 
Entering Unmasked Estep 
Score: -21073648.000000 Penalty: 5939.849121
	Iteration 8F: 3 clusters Score -2.107365e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101602 members 
Mstep: Class 2 contains 57214 members 
Entering Unmasked Estep 
Score: -21080984.000000 Penalty: 5939.849121
	Iteration 9F: 3 clusters Score -2.108098e+07 nChanged 9996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106608 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -21087974.000000 Penalty: 5939.849121
	Iteration 10F: 3 clusters Score -2.108797e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110274 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -21092676.000000 Penalty: 5939.849121
	Iteration 11F: 3 clusters Score -2.109268e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112827 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -21094928.000000 Penalty: 5939.849121
	Iteration 12Q: 3 clusters Score -2.109493e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115063 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -21096144.000000 Penalty: 5939.849121
	Iteration 13Q: 3 clusters Score -2.109614e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117272 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -21096946.000000 Penalty: 5939.849121
	Iteration 14Q: 3 clusters Score -2.109695e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119615 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -21097574.000000 Penalty: 5939.849121
	Iteration 15Q: 3 clusters Score -2.109757e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122013 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -21098362.000000 Penalty: 5939.849121
	Iteration 16Q: 3 clusters Score -2.109836e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124551 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -21099326.000000 Penalty: 5939.849121
	Iteration 17Q: 3 clusters Score -2.109933e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127208 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -21100488.000000 Penalty: 5939.849121
	Iteration 18Q: 3 clusters Score -2.110049e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129980 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -21101742.000000 Penalty: 5939.849121
	Iteration 19Q: 3 clusters Score -2.110174e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132680 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -21103026.000000 Penalty: 5939.849121
	Iteration 20F: 3 clusters Score -2.110303e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135265 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -21104462.000000 Penalty: 5939.849121
	Iteration 21Q: 3 clusters Score -2.110446e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137748 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -21105770.000000 Penalty: 5939.849121
	Iteration 22Q: 3 clusters Score -2.110577e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140020 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -21107182.000000 Penalty: 5939.849121
	Iteration 23Q: 3 clusters Score -2.110718e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142050 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -21108484.000000 Penalty: 5939.849121
	Iteration 24Q: 3 clusters Score -2.110848e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143911 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -21109820.000000 Penalty: 5939.849121
	Iteration 25Q: 3 clusters Score -2.110982e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145585 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -21110968.000000 Penalty: 5939.849121
	Iteration 26Q: 3 clusters Score -2.111097e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147046 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -21111774.000000 Penalty: 5939.849121
	Iteration 27Q: 3 clusters Score -2.111177e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148330 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -21112490.000000 Penalty: 5939.849121
	Iteration 28Q: 3 clusters Score -2.111249e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149407 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -21112988.000000 Penalty: 5939.849121
	Iteration 29Q: 3 clusters Score -2.111299e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150316 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -21113340.000000 Penalty: 5939.849121
	Iteration 30Q: 3 clusters Score -2.111334e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151106 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -21113576.000000 Penalty: 5939.849121
	Iteration 31Q: 3 clusters Score -2.111358e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151807 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -21113702.000000 Penalty: 5939.849121
	Iteration 32Q: 3 clusters Score -2.11137e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152387 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -21113930.000000 Penalty: 5939.849121
	Iteration 33Q: 3 clusters Score -2.111393e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152883 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -21114124.000000 Penalty: 5939.849121
	Iteration 34Q: 3 clusters Score -2.111412e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153296 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -21114206.000000 Penalty: 5939.849121
	Iteration 35Q: 3 clusters Score -2.111421e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153643 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -21114216.000000 Penalty: 5939.849121
	Iteration 36Q: 3 clusters Score -2.111422e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153950 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -21114164.000000 Penalty: 5939.849121
	Iteration 37Q: 3 clusters Score -2.111416e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154210 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -21114182.000000 Penalty: 5939.849121
	Iteration 38Q: 3 clusters Score -2.111418e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154458 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -21114246.000000 Penalty: 5939.849121
	Iteration 39Q: 3 clusters Score -2.111425e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154673 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -21114248.000000 Penalty: 5939.849121
	Iteration 40F: 3 clusters Score -2.111425e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154844 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -21114278.000000 Penalty: 5939.849121
	Iteration 41Q: 3 clusters Score -2.111428e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155025 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -21114230.000000 Penalty: 5939.849121
	Iteration 42Q: 3 clusters Score -2.111423e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155177 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -21114250.000000 Penalty: 5939.849121
	Iteration 43Q: 3 clusters Score -2.111425e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155307 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -21114280.000000 Penalty: 5939.849121
	Iteration 44Q: 3 clusters Score -2.111428e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155425 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -21114288.000000 Penalty: 5939.849121
	Iteration 45Q: 3 clusters Score -2.111429e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155522 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -21114244.000000 Penalty: 5939.849121
	Iteration 46Q: 3 clusters Score -2.111424e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155584 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -21114270.000000 Penalty: 5939.849121
	Iteration 47Q: 3 clusters Score -2.111427e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155657 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -21114292.000000 Penalty: 5939.849121
	Iteration 48Q: 3 clusters Score -2.111429e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155718 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -21114288.000000 Penalty: 5939.849121
	Iteration 49Q: 3 clusters Score -2.111429e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155753 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -21114312.000000 Penalty: 5939.849121
	Iteration 50Q: 3 clusters Score -2.111431e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155772 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -21114314.000000 Penalty: 5939.849121
	Iteration 51Q: 3 clusters Score -2.111431e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155796 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -21114322.000000 Penalty: 5939.849121
	Iteration 52Q: 3 clusters Score -2.111432e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155820 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -21114294.000000 Penalty: 5939.849121
	Iteration 53Q: 3 clusters Score -2.111429e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155843 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -21114280.000000 Penalty: 5939.849121
	Iteration 54Q: 3 clusters Score -2.111428e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155872 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -21114290.000000 Penalty: 5939.849121
	Iteration 55Q: 3 clusters Score -2.111429e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155894 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -21114298.000000 Penalty: 5939.849121
	Iteration 56Q: 3 clusters Score -2.11143e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155914 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -21114298.000000 Penalty: 5939.849121
	Iteration 57Q: 3 clusters Score -2.11143e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155935 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -21114314.000000 Penalty: 5939.849121
	Iteration 58Q: 3 clusters Score -2.111431e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155958 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -21114292.000000 Penalty: 5939.849121
	Iteration 59Q: 3 clusters Score -2.111429e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155979 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -21114292.000000 Penalty: 5939.849121
	Iteration 60F: 3 clusters Score -2.111429e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155998 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -21114322.000000 Penalty: 5939.849121
	Iteration 61Q: 3 clusters Score -2.111432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156011 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -21114330.000000 Penalty: 5939.849121
	Iteration 62Q: 3 clusters Score -2.111433e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156019 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -21114338.000000 Penalty: 5939.849121
	Iteration 63Q: 3 clusters Score -2.111434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156027 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -21114332.000000 Penalty: 5939.849121
	Iteration 64Q: 3 clusters Score -2.111433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156030 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -21114314.000000 Penalty: 5939.849121
	Iteration 65Q: 3 clusters Score -2.111431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156033 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -21114326.000000 Penalty: 5939.849121
	Iteration 66Q: 3 clusters Score -2.111433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156040 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -21114318.000000 Penalty: 5939.849121
	Iteration 67Q: 3 clusters Score -2.111432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156051 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -21114342.000000 Penalty: 5939.849121
	Iteration 68Q: 3 clusters Score -2.111434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156057 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -21114328.000000 Penalty: 5939.849121
	Iteration 69Q: 3 clusters Score -2.111433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156064 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -21114344.000000 Penalty: 5939.849121
	Iteration 70Q: 3 clusters Score -2.111434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156070 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -21114352.000000 Penalty: 5939.849121
	Iteration 71Q: 3 clusters Score -2.111435e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156073 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -21114348.000000 Penalty: 5939.849121
	Iteration 72Q: 3 clusters Score -2.111435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156078 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -21114350.000000 Penalty: 5939.849121
	Iteration 73Q: 3 clusters Score -2.111435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156081 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -21114362.000000 Penalty: 5939.849121
	Iteration 74Q: 3 clusters Score -2.111436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156083 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -21114360.000000 Penalty: 5939.849121
	Iteration 75Q: 3 clusters Score -2.111436e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156083 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -21114360.000000 Penalty: 5939.849121
	Iteration 76F: 3 clusters Score -2.111436e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (154576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154576 members 
Entering Unmasked Estep 
Score: -20632968.000000 Penalty: 2963.213379
	Iteration 0F: 2 clusters Score -2.063297e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76984 members 
Mstep: Class 2 contains 77592 members 
Entering Unmasked Estep 
Score: -20530492.000000 Penalty: 5926.426758
	Iteration 0F: 3 clusters Score -2.053049e+07 nChanged 73801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72613 members 
Mstep: Class 2 contains 81963 members 
Entering Unmasked Estep 
Score: -20573124.000000 Penalty: 5926.426758
	Iteration 1F: 3 clusters Score -2.057312e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70243 members 
Mstep: Class 2 contains 84333 members 
Entering Unmasked Estep 
Score: -20574266.000000 Penalty: 5926.426758
	Iteration 2Q: 3 clusters Score -2.057427e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66697 members 
Mstep: Class 2 contains 87879 members 
Entering Unmasked Estep 
Score: -20576022.000000 Penalty: 5926.426758
	Iteration 3Q: 3 clusters Score -2.057602e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61395 members 
Mstep: Class 2 contains 93181 members 
Entering Unmasked Estep 
Score: -20578686.000000 Penalty: 5926.426758
	Iteration 4Q: 3 clusters Score -2.057869e+07 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 101097 members 
Entering Unmasked Estep 
Score: -20583706.000000 Penalty: 5926.426758
	Iteration 5F: 3 clusters Score -2.058371e+07 nChanged 11010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 111941 members 
Entering Unmasked Estep 
Score: -20591984.000000 Penalty: 5926.426758
	Iteration 6F: 3 clusters Score -2.059198e+07 nChanged 12994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 124859 members 
Entering Unmasked Estep 
Score: -20603636.000000 Penalty: 5926.426758
	Iteration 7F: 3 clusters Score -2.060364e+07 nChanged 12447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 137302 members 
Entering Unmasked Estep 
Score: -20615614.000000 Penalty: 5926.426758
	Iteration 8F: 3 clusters Score -2.061561e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 145953 members 
Entering Unmasked Estep 
Score: -20623732.000000 Penalty: 5926.426758
	Iteration 9F: 3 clusters Score -2.062373e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 150432 members 
Entering Unmasked Estep 
Score: -20627668.000000 Penalty: 5926.426758
	Iteration 10Q: 3 clusters Score -2.062767e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 152454 members 
Entering Unmasked Estep 
Score: -20629290.000000 Penalty: 5926.426758
	Iteration 11Q: 3 clusters Score -2.062929e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 153244 members 
Entering Unmasked Estep 
Score: -20629960.000000 Penalty: 5926.426758
	Iteration 12Q: 3 clusters Score -2.062996e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 153574 members 
Entering Unmasked Estep 
Score: -20630226.000000 Penalty: 5926.426758
	Iteration 13Q: 3 clusters Score -2.063023e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 153731 members 
Entering Unmasked Estep 
Score: -20630360.000000 Penalty: 5926.426758
	Iteration 14Q: 3 clusters Score -2.063036e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 153814 members 
Entering Unmasked Estep 
Score: -20630446.000000 Penalty: 5926.426758
	Iteration 15Q: 3 clusters Score -2.063045e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 153889 members 
Entering Unmasked Estep 
Score: -20630534.000000 Penalty: 5926.426758
	Iteration 16Q: 3 clusters Score -2.063053e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 153927 members 
Entering Unmasked Estep 
Score: -20630574.000000 Penalty: 5926.426758
	Iteration 17Q: 3 clusters Score -2.063057e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 153942 members 
Entering Unmasked Estep 
Score: -20630590.000000 Penalty: 5926.426758
	Iteration 18Q: 3 clusters Score -2.063059e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 153962 members 
Entering Unmasked Estep 
Score: -20630642.000000 Penalty: 5926.426758
	Iteration 19Q: 3 clusters Score -2.063064e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 153973 members 
Entering Unmasked Estep 
Score: -20630640.000000 Penalty: 5926.426758
	Iteration 20F: 3 clusters Score -2.063064e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 153984 members 
Entering Unmasked Estep 
Score: -20630652.000000 Penalty: 5926.426758
	Iteration 21Q: 3 clusters Score -2.063065e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 153989 members 
Entering Unmasked Estep 
Score: -20630662.000000 Penalty: 5926.426758
	Iteration 22Q: 3 clusters Score -2.063066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 153991 members 
Entering Unmasked Estep 
Score: -20630670.000000 Penalty: 5926.426758
	Iteration 23Q: 3 clusters Score -2.063067e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 154003 members 
Entering Unmasked Estep 
Score: -20630692.000000 Penalty: 5926.426758
	Iteration 24Q: 3 clusters Score -2.063069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 154015 members 
Entering Unmasked Estep 
Score: -20630690.000000 Penalty: 5926.426758
	Iteration 25Q: 3 clusters Score -2.063069e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 154020 members 
Entering Unmasked Estep 
Score: -20630706.000000 Penalty: 5926.426758
	Iteration 26Q: 3 clusters Score -2.063071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 154023 members 
Entering Unmasked Estep 
Score: -20630710.000000 Penalty: 5926.426758
	Iteration 27Q: 3 clusters Score -2.063071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 154026 members 
Entering Unmasked Estep 
Score: -20630710.000000 Penalty: 5926.426758
	Iteration 28Q: 3 clusters Score -2.063071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 154027 members 
Entering Unmasked Estep 
Score: -20630708.000000 Penalty: 5926.426758
	Iteration 29Q: 3 clusters Score -2.063071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 154028 members 
Entering Unmasked Estep 
Score: -20630696.000000 Penalty: 5926.426758
	Iteration 30Q: 3 clusters Score -2.06307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 154028 members 
Entering Unmasked Estep 
Score: -20630696.000000 Penalty: 5926.426758
	Iteration 31F: 3 clusters Score -2.06307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (52968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52968 members 
Entering Unmasked Estep 
Score: -7359890.500000 Penalty: 2697.605957
	Iteration 0F: 2 clusters Score -7359890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -7324084.500000 Penalty: 5395.211914
	Iteration 0F: 3 clusters Score -7324084 nChanged 24370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -7337861.000000 Penalty: 5395.211914
	Iteration 1F: 3 clusters Score -7337861 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -7338433.500000 Penalty: 5395.211914
	Iteration 2Q: 3 clusters Score -7338434 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -7338959.500000 Penalty: 5395.211914
	Iteration 3Q: 3 clusters Score -7338960 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -7339586.000000 Penalty: 5395.211914
	Iteration 4Q: 3 clusters Score -7339586 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -7340316.500000 Penalty: 5395.211914
	Iteration 5Q: 3 clusters Score -7340316 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -7341301.000000 Penalty: 5395.211914
	Iteration 6Q: 3 clusters Score -7341301 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -7342692.500000 Penalty: 5395.211914
	Iteration 7Q: 3 clusters Score -7342692 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -7344676.500000 Penalty: 5395.211914
	Iteration 8F: 3 clusters Score -7344676 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -7347107.500000 Penalty: 5395.211914
	Iteration 9F: 3 clusters Score -7347108 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -7349159.000000 Penalty: 5395.211914
	Iteration 10F: 3 clusters Score -7349159 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -7350189.500000 Penalty: 5395.211914
	Iteration 11Q: 3 clusters Score -7350190 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -7350533.500000 Penalty: 5395.211914
	Iteration 12Q: 3 clusters Score -7350534 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -7350749.500000 Penalty: 5395.211914
	Iteration 13Q: 3 clusters Score -7350750 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -7350920.500000 Penalty: 5395.211914
	Iteration 14Q: 3 clusters Score -7350920 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -7351108.000000 Penalty: 5395.211914
	Iteration 15Q: 3 clusters Score -7351108 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -7351215.000000 Penalty: 5395.211914
	Iteration 16Q: 3 clusters Score -7351215 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -7351375.000000 Penalty: 5395.211914
	Iteration 17Q: 3 clusters Score -7351375 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -7351544.500000 Penalty: 5395.211914
	Iteration 18Q: 3 clusters Score -7351544 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -7351641.500000 Penalty: 5395.211914
	Iteration 19Q: 3 clusters Score -7351642 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -7351789.000000 Penalty: 5395.211914
	Iteration 20F: 3 clusters Score -7351789 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -7351896.000000 Penalty: 5395.211914
	Iteration 21Q: 3 clusters Score -7351896 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -7352026.000000 Penalty: 5395.211914
	Iteration 22Q: 3 clusters Score -7352026 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -7352156.000000 Penalty: 5395.211914
	Iteration 23Q: 3 clusters Score -7352156 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -7352277.000000 Penalty: 5395.211914
	Iteration 24Q: 3 clusters Score -7352277 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -7352392.500000 Penalty: 5395.211914
	Iteration 25Q: 3 clusters Score -7352392 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -7352522.500000 Penalty: 5395.211914
	Iteration 26Q: 3 clusters Score -7352522 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -7352651.500000 Penalty: 5395.211914
	Iteration 27Q: 3 clusters Score -7352652 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -7352776.000000 Penalty: 5395.211914
	Iteration 28Q: 3 clusters Score -7352776 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -7352913.500000 Penalty: 5395.211914
	Iteration 29Q: 3 clusters Score -7352914 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -7353001.500000 Penalty: 5395.211914
	Iteration 30Q: 3 clusters Score -7353002 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -7353094.500000 Penalty: 5395.211914
	Iteration 31Q: 3 clusters Score -7353094 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -7353200.000000 Penalty: 5395.211914
	Iteration 32Q: 3 clusters Score -7353200 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -7353314.000000 Penalty: 5395.211914
	Iteration 33Q: 3 clusters Score -7353314 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -7353406.000000 Penalty: 5395.211914
	Iteration 34Q: 3 clusters Score -7353406 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -7353517.000000 Penalty: 5395.211914
	Iteration 35Q: 3 clusters Score -7353517 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -7353655.000000 Penalty: 5395.211914
	Iteration 36Q: 3 clusters Score -7353655 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -7353739.000000 Penalty: 5395.211914
	Iteration 37Q: 3 clusters Score -7353739 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -7353877.500000 Penalty: 5395.211914
	Iteration 38Q: 3 clusters Score -7353878 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -7354012.500000 Penalty: 5395.211914
	Iteration 39Q: 3 clusters Score -7354012 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -7354156.000000 Penalty: 5395.211914
	Iteration 40F: 3 clusters Score -7354156 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -7354302.000000 Penalty: 5395.211914
	Iteration 41Q: 3 clusters Score -7354302 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -7354504.500000 Penalty: 5395.211914
	Iteration 42Q: 3 clusters Score -7354504 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -7354622.000000 Penalty: 5395.211914
	Iteration 43Q: 3 clusters Score -7354622 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -7354791.500000 Penalty: 5395.211914
	Iteration 44Q: 3 clusters Score -7354792 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -7354916.000000 Penalty: 5395.211914
	Iteration 45Q: 3 clusters Score -7354916 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 47468 members 
Entering Unmasked Estep 
Score: -7355120.000000 Penalty: 5395.211914
	Iteration 46Q: 3 clusters Score -7355120 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -7355305.500000 Penalty: 5395.211914
	Iteration 47Q: 3 clusters Score -7355306 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -7355522.500000 Penalty: 5395.211914
	Iteration 48Q: 3 clusters Score -7355522 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -7355741.000000 Penalty: 5395.211914
	Iteration 49Q: 3 clusters Score -7355741 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -7355924.500000 Penalty: 5395.211914
	Iteration 50Q: 3 clusters Score -7355924 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -7356116.500000 Penalty: 5395.211914
	Iteration 51Q: 3 clusters Score -7356116 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -7356269.500000 Penalty: 5395.211914
	Iteration 52Q: 3 clusters Score -7356270 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -7356436.000000 Penalty: 5395.211914
	Iteration 53Q: 3 clusters Score -7356436 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -7356602.500000 Penalty: 5395.211914
	Iteration 54Q: 3 clusters Score -7356602 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
Score: -7356756.000000 Penalty: 5395.211914
	Iteration 55Q: 3 clusters Score -7356756 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -7356877.000000 Penalty: 5395.211914
	Iteration 56Q: 3 clusters Score -7356877 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -7356983.500000 Penalty: 5395.211914
	Iteration 57Q: 3 clusters Score -7356984 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -7357080.500000 Penalty: 5395.211914
	Iteration 58Q: 3 clusters Score -7357080 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 51803 members 
Entering Unmasked Estep 
Score: -7357158.500000 Penalty: 5395.211914
	Iteration 59Q: 3 clusters Score -7357158 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -7357217.500000 Penalty: 5395.211914
	Iteration 60F: 3 clusters Score -7357218 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -7357277.500000 Penalty: 5395.211914
	Iteration 61Q: 3 clusters Score -7357278 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -7357312.000000 Penalty: 5395.211914
	Iteration 62Q: 3 clusters Score -7357312 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -7357353.500000 Penalty: 5395.211914
	Iteration 63Q: 3 clusters Score -7357354 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -7357388.000000 Penalty: 5395.211914
	Iteration 64Q: 3 clusters Score -7357388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -7357419.500000 Penalty: 5395.211914
	Iteration 65Q: 3 clusters Score -7357420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -7357443.000000 Penalty: 5395.211914
	Iteration 66Q: 3 clusters Score -7357443 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
Score: -7357457.500000 Penalty: 5395.211914
	Iteration 67Q: 3 clusters Score -7357458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 52312 members 
Entering Unmasked Estep 
Score: -7357471.000000 Penalty: 5395.211914
	Iteration 68Q: 3 clusters Score -7357471 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -7357502.000000 Penalty: 5395.211914
	Iteration 69Q: 3 clusters Score -7357502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -7357510.500000 Penalty: 5395.211914
	Iteration 70Q: 3 clusters Score -7357510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -7357525.000000 Penalty: 5395.211914
	Iteration 71Q: 3 clusters Score -7357525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -7357525.000000 Penalty: 5395.211914
	Iteration 72Q: 3 clusters Score -7357525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -7357536.000000 Penalty: 5395.211914
	Iteration 73Q: 3 clusters Score -7357536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 52390 members 
Entering Unmasked Estep 
Score: -7357538.000000 Penalty: 5395.211914
	Iteration 74Q: 3 clusters Score -7357538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 52394 members 
Entering Unmasked Estep 
Score: -7357545.500000 Penalty: 5395.211914
	Iteration 75Q: 3 clusters Score -7357546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -7357544.500000 Penalty: 5395.211914
	Iteration 76Q: 3 clusters Score -7357544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -7357547.000000 Penalty: 5395.211914
	Iteration 77Q: 3 clusters Score -7357547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 52409 members 
Entering Unmasked Estep 
Score: -7357539.000000 Penalty: 5395.211914
	Iteration 78Q: 3 clusters Score -7357539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -7357545.000000 Penalty: 5395.211914
	Iteration 79Q: 3 clusters Score -7357545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -7357551.000000 Penalty: 5395.211914
	Iteration 80F: 3 clusters Score -7357551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 52422 members 
Entering Unmasked Estep 
Score: -7357554.000000 Penalty: 5395.211914
	Iteration 81Q: 3 clusters Score -7357554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -7357559.000000 Penalty: 5395.211914
	Iteration 82Q: 3 clusters Score -7357559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 52433 members 
Entering Unmasked Estep 
Score: -7357562.000000 Penalty: 5395.211914
	Iteration 83Q: 3 clusters Score -7357562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 52437 members 
Entering Unmasked Estep 
Score: -7357564.000000 Penalty: 5395.211914
	Iteration 84Q: 3 clusters Score -7357564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -7357573.500000 Penalty: 5395.211914
	Iteration 85Q: 3 clusters Score -7357574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -7357579.000000 Penalty: 5395.211914
	Iteration 86Q: 3 clusters Score -7357579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 52458 members 
Entering Unmasked Estep 
Score: -7357581.500000 Penalty: 5395.211914
	Iteration 87Q: 3 clusters Score -7357582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 52461 members 
Entering Unmasked Estep 
Score: -7357586.500000 Penalty: 5395.211914
	Iteration 88Q: 3 clusters Score -7357586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 52464 members 
Entering Unmasked Estep 
Score: -7357581.000000 Penalty: 5395.211914
	Iteration 89Q: 3 clusters Score -7357581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 52466 members 
Entering Unmasked Estep 
Score: -7357594.000000 Penalty: 5395.211914
	Iteration 90Q: 3 clusters Score -7357594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 52466 members 
Entering Unmasked Estep 
Score: -7357594.000000 Penalty: 5395.211914
	Iteration 91F: 3 clusters Score -7357594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (166552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166552 members 
Entering Unmasked Estep 
Score: -22581356.000000 Penalty: 2981.719482
	Iteration 0F: 2 clusters Score -2.258136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83223 members 
Mstep: Class 2 contains 83329 members 
Entering Unmasked Estep 
Score: -22473312.000000 Penalty: 5963.438965
	Iteration 0F: 3 clusters Score -2.247331e+07 nChanged 79601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83012 members 
Mstep: Class 2 contains 83540 members 
Entering Unmasked Estep 
Score: -22519512.000000 Penalty: 5963.438965
	Iteration 1F: 3 clusters Score -2.251951e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82813 members 
Mstep: Class 2 contains 83739 members 
Entering Unmasked Estep 
Score: -22520374.000000 Penalty: 5963.438965
	Iteration 2Q: 3 clusters Score -2.252037e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82427 members 
Mstep: Class 2 contains 84125 members 
Entering Unmasked Estep 
Score: -22521178.000000 Penalty: 5963.438965
	Iteration 3Q: 3 clusters Score -2.252118e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81906 members 
Mstep: Class 2 contains 84646 members 
Entering Unmasked Estep 
Score: -22522306.000000 Penalty: 5963.438965
	Iteration 4Q: 3 clusters Score -2.252231e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81200 members 
Mstep: Class 2 contains 85352 members 
Entering Unmasked Estep 
Score: -22523780.000000 Penalty: 5963.438965
	Iteration 5Q: 3 clusters Score -2.252378e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80105 members 
Mstep: Class 2 contains 86447 members 
Entering Unmasked Estep 
Score: -22525692.000000 Penalty: 5963.438965
	Iteration 6Q: 3 clusters Score -2.252569e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78455 members 
Mstep: Class 2 contains 88097 members 
Entering Unmasked Estep 
Score: -22528690.000000 Penalty: 5963.438965
	Iteration 7Q: 3 clusters Score -2.252869e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76527 members 
Mstep: Class 2 contains 90025 members 
Entering Unmasked Estep 
Score: -22533864.000000 Penalty: 5963.438965
	Iteration 8F: 3 clusters Score -2.253386e+07 nChanged 10402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74217 members 
Mstep: Class 2 contains 92335 members 
Entering Unmasked Estep 
Score: -22542194.000000 Penalty: 5963.438965
	Iteration 9F: 3 clusters Score -2.254219e+07 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72504 members 
Mstep: Class 2 contains 94048 members 
Entering Unmasked Estep 
Score: -22552292.000000 Penalty: 5963.438965
	Iteration 10F: 3 clusters Score -2.255229e+07 nChanged 10096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71798 members 
Mstep: Class 2 contains 94754 members 
Entering Unmasked Estep 
Score: -22558938.000000 Penalty: 5963.438965
	Iteration 11F: 3 clusters Score -2.255894e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71383 members 
Mstep: Class 2 contains 95169 members 
Entering Unmasked Estep 
Score: -22561326.000000 Penalty: 5963.438965
	Iteration 12Q: 3 clusters Score -2.256133e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71082 members 
Mstep: Class 2 contains 95470 members 
Entering Unmasked Estep 
Score: -22562624.000000 Penalty: 5963.438965
	Iteration 13Q: 3 clusters Score -2.256262e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70738 members 
Mstep: Class 2 contains 95814 members 
Entering Unmasked Estep 
Score: -22563574.000000 Penalty: 5963.438965
	Iteration 14Q: 3 clusters Score -2.256357e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70495 members 
Mstep: Class 2 contains 96057 members 
Entering Unmasked Estep 
Score: -22564518.000000 Penalty: 5963.438965
	Iteration 15Q: 3 clusters Score -2.256452e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70344 members 
Mstep: Class 2 contains 96208 members 
Entering Unmasked Estep 
Score: -22565280.000000 Penalty: 5963.438965
	Iteration 16Q: 3 clusters Score -2.256528e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70161 members 
Mstep: Class 2 contains 96391 members 
Entering Unmasked Estep 
Score: -22566068.000000 Penalty: 5963.438965
	Iteration 17Q: 3 clusters Score -2.256607e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69994 members 
Mstep: Class 2 contains 96558 members 
Entering Unmasked Estep 
Score: -22566664.000000 Penalty: 5963.438965
	Iteration 18Q: 3 clusters Score -2.256666e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69843 members 
Mstep: Class 2 contains 96709 members 
Entering Unmasked Estep 
Score: -22567464.000000 Penalty: 5963.438965
	Iteration 19Q: 3 clusters Score -2.256746e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69762 members 
Mstep: Class 2 contains 96790 members 
Entering Unmasked Estep 
Score: -22568032.000000 Penalty: 5963.438965
	Iteration 20F: 3 clusters Score -2.256803e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69648 members 
Mstep: Class 2 contains 96904 members 
Entering Unmasked Estep 
Score: -22568586.000000 Penalty: 5963.438965
	Iteration 21Q: 3 clusters Score -2.256859e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69594 members 
Mstep: Class 2 contains 96958 members 
Entering Unmasked Estep 
Score: -22568910.000000 Penalty: 5963.438965
	Iteration 22Q: 3 clusters Score -2.256891e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69525 members 
Mstep: Class 2 contains 97027 members 
Entering Unmasked Estep 
Score: -22569226.000000 Penalty: 5963.438965
	Iteration 23Q: 3 clusters Score -2.256923e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69511 members 
Mstep: Class 2 contains 97041 members 
Entering Unmasked Estep 
Score: -22569362.000000 Penalty: 5963.438965
	Iteration 24Q: 3 clusters Score -2.256936e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69465 members 
Mstep: Class 2 contains 97087 members 
Entering Unmasked Estep 
Score: -22569680.000000 Penalty: 5963.438965
	Iteration 25Q: 3 clusters Score -2.256968e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69477 members 
Mstep: Class 2 contains 97075 members 
Entering Unmasked Estep 
Score: -22569844.000000 Penalty: 5963.438965
	Iteration 26Q: 3 clusters Score -2.256984e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69470 members 
Mstep: Class 2 contains 97082 members 
Entering Unmasked Estep 
Score: -22569920.000000 Penalty: 5963.438965
	Iteration 27Q: 3 clusters Score -2.256992e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69490 members 
Mstep: Class 2 contains 97062 members 
Entering Unmasked Estep 
Score: -22570010.000000 Penalty: 5963.438965
	Iteration 28Q: 3 clusters Score -2.257001e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69508 members 
Mstep: Class 2 contains 97044 members 
Entering Unmasked Estep 
Score: -22570066.000000 Penalty: 5963.438965
	Iteration 29Q: 3 clusters Score -2.257007e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 97013 members 
Entering Unmasked Estep 
Score: -22570070.000000 Penalty: 5963.438965
	Iteration 30Q: 3 clusters Score -2.257007e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69550 members 
Mstep: Class 2 contains 97002 members 
Entering Unmasked Estep 
Score: -22570116.000000 Penalty: 5963.438965
	Iteration 31Q: 3 clusters Score -2.257012e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69554 members 
Mstep: Class 2 contains 96998 members 
Entering Unmasked Estep 
Score: -22570120.000000 Penalty: 5963.438965
	Iteration 32Q: 3 clusters Score -2.257012e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69579 members 
Mstep: Class 2 contains 96973 members 
Entering Unmasked Estep 
Score: -22570098.000000 Penalty: 5963.438965
	Iteration 33Q: 3 clusters Score -2.25701e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69642 members 
Mstep: Class 2 contains 96910 members 
Entering Unmasked Estep 
Score: -22570110.000000 Penalty: 5963.438965
	Iteration 34Q: 3 clusters Score -2.257011e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69681 members 
Mstep: Class 2 contains 96871 members 
Entering Unmasked Estep 
Score: -22570102.000000 Penalty: 5963.438965
	Iteration 35Q: 3 clusters Score -2.25701e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69711 members 
Mstep: Class 2 contains 96841 members 
Entering Unmasked Estep 
Score: -22570136.000000 Penalty: 5963.438965
	Iteration 36Q: 3 clusters Score -2.257014e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69737 members 
Mstep: Class 2 contains 96815 members 
Entering Unmasked Estep 
Score: -22570204.000000 Penalty: 5963.438965
	Iteration 37Q: 3 clusters Score -2.25702e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69724 members 
Mstep: Class 2 contains 96828 members 
Entering Unmasked Estep 
Score: -22570278.000000 Penalty: 5963.438965
	Iteration 38Q: 3 clusters Score -2.257028e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69733 members 
Mstep: Class 2 contains 96819 members 
Entering Unmasked Estep 
Score: -22570302.000000 Penalty: 5963.438965
	Iteration 39Q: 3 clusters Score -2.25703e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69732 members 
Mstep: Class 2 contains 96820 members 
Entering Unmasked Estep 
Score: -22570266.000000 Penalty: 5963.438965
	Iteration 40F: 3 clusters Score -2.257027e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69746 members 
Mstep: Class 2 contains 96806 members 
Entering Unmasked Estep 
Score: -22570310.000000 Penalty: 5963.438965
	Iteration 41Q: 3 clusters Score -2.257031e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69774 members 
Mstep: Class 2 contains 96778 members 
Entering Unmasked Estep 
Score: -22570292.000000 Penalty: 5963.438965
	Iteration 42Q: 3 clusters Score -2.257029e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69788 members 
Mstep: Class 2 contains 96764 members 
Entering Unmasked Estep 
Score: -22570270.000000 Penalty: 5963.438965
	Iteration 43Q: 3 clusters Score -2.257027e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69801 members 
Mstep: Class 2 contains 96751 members 
Entering Unmasked Estep 
Score: -22570312.000000 Penalty: 5963.438965
	Iteration 44Q: 3 clusters Score -2.257031e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69806 members 
Mstep: Class 2 contains 96746 members 
Entering Unmasked Estep 
Score: -22570306.000000 Penalty: 5963.438965
	Iteration 45Q: 3 clusters Score -2.257031e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69797 members 
Mstep: Class 2 contains 96755 members 
Entering Unmasked Estep 
Score: -22570290.000000 Penalty: 5963.438965
	Iteration 46Q: 3 clusters Score -2.257029e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69769 members 
Mstep: Class 2 contains 96783 members 
Entering Unmasked Estep 
Score: -22570300.000000 Penalty: 5963.438965
	Iteration 47Q: 3 clusters Score -2.25703e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69742 members 
Mstep: Class 2 contains 96810 members 
Entering Unmasked Estep 
Score: -22570310.000000 Penalty: 5963.438965
	Iteration 48Q: 3 clusters Score -2.257031e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69732 members 
Mstep: Class 2 contains 96820 members 
Entering Unmasked Estep 
Score: -22570364.000000 Penalty: 5963.438965
	Iteration 49Q: 3 clusters Score -2.257036e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69711 members 
Mstep: Class 2 contains 96841 members 
Entering Unmasked Estep 
Score: -22570370.000000 Penalty: 5963.438965
	Iteration 50Q: 3 clusters Score -2.257037e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69686 members 
Mstep: Class 2 contains 96866 members 
Entering Unmasked Estep 
Score: -22570354.000000 Penalty: 5963.438965
	Iteration 51Q: 3 clusters Score -2.257035e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69658 members 
Mstep: Class 2 contains 96894 members 
Entering Unmasked Estep 
Score: -22570372.000000 Penalty: 5963.438965
	Iteration 52Q: 3 clusters Score -2.257037e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69633 members 
Mstep: Class 2 contains 96919 members 
Entering Unmasked Estep 
Score: -22570382.000000 Penalty: 5963.438965
	Iteration 53Q: 3 clusters Score -2.257038e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69621 members 
Mstep: Class 2 contains 96931 members 
Entering Unmasked Estep 
Score: -22570402.000000 Penalty: 5963.438965
	Iteration 54Q: 3 clusters Score -2.25704e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69611 members 
Mstep: Class 2 contains 96941 members 
Entering Unmasked Estep 
Score: -22570396.000000 Penalty: 5963.438965
	Iteration 55Q: 3 clusters Score -2.25704e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69599 members 
Mstep: Class 2 contains 96953 members 
Entering Unmasked Estep 
Score: -22570380.000000 Penalty: 5963.438965
	Iteration 56Q: 3 clusters Score -2.257038e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69583 members 
Mstep: Class 2 contains 96969 members 
Entering Unmasked Estep 
Score: -22570394.000000 Penalty: 5963.438965
	Iteration 57Q: 3 clusters Score -2.257039e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69584 members 
Mstep: Class 2 contains 96968 members 
Entering Unmasked Estep 
Score: -22570372.000000 Penalty: 5963.438965
	Iteration 58Q: 3 clusters Score -2.257037e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69579 members 
Mstep: Class 2 contains 96973 members 
Entering Unmasked Estep 
Score: -22570374.000000 Penalty: 5963.438965
	Iteration 59Q: 3 clusters Score -2.257037e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69575 members 
Mstep: Class 2 contains 96977 members 
Entering Unmasked Estep 
Score: -22570420.000000 Penalty: 5963.438965
	Iteration 60F: 3 clusters Score -2.257042e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69572 members 
Mstep: Class 2 contains 96980 members 
Entering Unmasked Estep 
Score: -22570378.000000 Penalty: 5963.438965
	Iteration 61Q: 3 clusters Score -2.257038e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69567 members 
Mstep: Class 2 contains 96985 members 
Entering Unmasked Estep 
Score: -22570384.000000 Penalty: 5963.438965
	Iteration 62Q: 3 clusters Score -2.257038e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69561 members 
Mstep: Class 2 contains 96991 members 
Entering Unmasked Estep 
Score: -22570380.000000 Penalty: 5963.438965
	Iteration 63Q: 3 clusters Score -2.257038e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 97007 members 
Entering Unmasked Estep 
Score: -22570384.000000 Penalty: 5963.438965
	Iteration 64Q: 3 clusters Score -2.257038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 97007 members 
Entering Unmasked Estep 
Score: -22570392.000000 Penalty: 5963.438965
	Iteration 65Q: 3 clusters Score -2.257039e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 97013 members 
Entering Unmasked Estep 
Score: -22570374.000000 Penalty: 5963.438965
	Iteration 66Q: 3 clusters Score -2.257037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69540 members 
Mstep: Class 2 contains 97012 members 
Entering Unmasked Estep 
Score: -22570392.000000 Penalty: 5963.438965
	Iteration 67Q: 3 clusters Score -2.257039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69538 members 
Mstep: Class 2 contains 97014 members 
Entering Unmasked Estep 
Score: -22570400.000000 Penalty: 5963.438965
	Iteration 68Q: 3 clusters Score -2.25704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69541 members 
Mstep: Class 2 contains 97011 members 
Entering Unmasked Estep 
Score: -22570384.000000 Penalty: 5963.438965
	Iteration 69Q: 3 clusters Score -2.257038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69542 members 
Mstep: Class 2 contains 97010 members 
Entering Unmasked Estep 
Score: -22570392.000000 Penalty: 5963.438965
	Iteration 70Q: 3 clusters Score -2.257039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69540 members 
Mstep: Class 2 contains 97012 members 
Entering Unmasked Estep 
Score: -22570394.000000 Penalty: 5963.438965
	Iteration 71Q: 3 clusters Score -2.257039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 97013 members 
Entering Unmasked Estep 
Score: -22570394.000000 Penalty: 5963.438965
	Iteration 72Q: 3 clusters Score -2.257039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69537 members 
Mstep: Class 2 contains 97015 members 
Entering Unmasked Estep 
Score: -22570396.000000 Penalty: 5963.438965
	Iteration 73Q: 3 clusters Score -2.25704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69538 members 
Mstep: Class 2 contains 97014 members 
Entering Unmasked Estep 
Score: -22570386.000000 Penalty: 5963.438965
	Iteration 74Q: 3 clusters Score -2.257039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69541 members 
Mstep: Class 2 contains 97011 members 
Entering Unmasked Estep 
Score: -22570390.000000 Penalty: 5963.438965
	Iteration 75Q: 3 clusters Score -2.257039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69540 members 
Mstep: Class 2 contains 97012 members 
Entering Unmasked Estep 
Score: -22570412.000000 Penalty: 5963.438965
	Iteration 76Q: 3 clusters Score -2.257041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69541 members 
Mstep: Class 2 contains 97011 members 
Entering Unmasked Estep 
Score: -22570394.000000 Penalty: 5963.438965
	Iteration 77Q: 3 clusters Score -2.257039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69535 members 
Mstep: Class 2 contains 97017 members 
Entering Unmasked Estep 
Score: -22570396.000000 Penalty: 5963.438965
	Iteration 78Q: 3 clusters Score -2.25704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69533 members 
Mstep: Class 2 contains 97019 members 
Entering Unmasked Estep 
Score: -22570394.000000 Penalty: 5963.438965
	Iteration 79Q: 3 clusters Score -2.257039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69531 members 
Mstep: Class 2 contains 97021 members 
Entering Unmasked Estep 
Score: -22570396.000000 Penalty: 5963.438965
	Iteration 80F: 3 clusters Score -2.25704e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69520 members 
Mstep: Class 2 contains 97032 members 
Entering Unmasked Estep 
Score: -22570398.000000 Penalty: 5963.438965
	Iteration 81Q: 3 clusters Score -2.25704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69517 members 
Mstep: Class 2 contains 97035 members 
Entering Unmasked Estep 
Score: -22570404.000000 Penalty: 5963.438965
	Iteration 82Q: 3 clusters Score -2.25704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69510 members 
Mstep: Class 2 contains 97042 members 
Entering Unmasked Estep 
Score: -22570404.000000 Penalty: 5963.438965
	Iteration 83Q: 3 clusters Score -2.25704e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69499 members 
Mstep: Class 2 contains 97053 members 
Entering Unmasked Estep 
Score: -22570362.000000 Penalty: 5963.438965
	Iteration 84Q: 3 clusters Score -2.257036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69493 members 
Mstep: Class 2 contains 97059 members 
Entering Unmasked Estep 
Score: -22570370.000000 Penalty: 5963.438965
	Iteration 85Q: 3 clusters Score -2.257037e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69484 members 
Mstep: Class 2 contains 97068 members 
Entering Unmasked Estep 
Score: -22570384.000000 Penalty: 5963.438965
	Iteration 86Q: 3 clusters Score -2.257038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69473 members 
Mstep: Class 2 contains 97079 members 
Entering Unmasked Estep 
Score: -22570376.000000 Penalty: 5963.438965
	Iteration 87Q: 3 clusters Score -2.257038e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69457 members 
Mstep: Class 2 contains 97095 members 
Entering Unmasked Estep 
Score: -22570392.000000 Penalty: 5963.438965
	Iteration 88Q: 3 clusters Score -2.257039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69450 members 
Mstep: Class 2 contains 97102 members 
Entering Unmasked Estep 
Score: -22570380.000000 Penalty: 5963.438965
	Iteration 89Q: 3 clusters Score -2.257038e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69449 members 
Mstep: Class 2 contains 97103 members 
Entering Unmasked Estep 
Score: -22570374.000000 Penalty: 5963.438965
	Iteration 90Q: 3 clusters Score -2.257037e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69450 members 
Mstep: Class 2 contains 97102 members 
Entering Unmasked Estep 
Score: -22570366.000000 Penalty: 5963.438965
	Iteration 91Q: 3 clusters Score -2.257037e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69444 members 
Mstep: Class 2 contains 97108 members 
Entering Unmasked Estep 
Score: -22570392.000000 Penalty: 5963.438965
	Iteration 92Q: 3 clusters Score -2.257039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69440 members 
Mstep: Class 2 contains 97112 members 
Entering Unmasked Estep 
Score: -22570388.000000 Penalty: 5963.438965
	Iteration 93Q: 3 clusters Score -2.257039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 97107 members 
Entering Unmasked Estep 
Score: -22570396.000000 Penalty: 5963.438965
	Iteration 94Q: 3 clusters Score -2.25704e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69444 members 
Mstep: Class 2 contains 97108 members 
Entering Unmasked Estep 
Score: -22570406.000000 Penalty: 5963.438965
	Iteration 95Q: 3 clusters Score -2.257041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69437 members 
Mstep: Class 2 contains 97115 members 
Entering Unmasked Estep 
Score: -22570414.000000 Penalty: 5963.438965
	Iteration 96Q: 3 clusters Score -2.257041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69439 members 
Mstep: Class 2 contains 97113 members 
Entering Unmasked Estep 
Score: -22570404.000000 Penalty: 5963.438965
	Iteration 97Q: 3 clusters Score -2.25704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69439 members 
Mstep: Class 2 contains 97113 members 
Entering Unmasked Estep 
Score: -22570398.000000 Penalty: 5963.438965
	Iteration 98Q: 3 clusters Score -2.25704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69441 members 
Mstep: Class 2 contains 97111 members 
Entering Unmasked Estep 
Score: -22570392.000000 Penalty: 5963.438965
	Iteration 99Q: 3 clusters Score -2.257039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69441 members 
Mstep: Class 2 contains 97111 members 
Entering Unmasked Estep 
Score: -22570388.000000 Penalty: 5963.438965
	Iteration 100F: 3 clusters Score -2.257039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69441 members 
Mstep: Class 2 contains 97111 members 
Entering Unmasked Estep 
Score: -22570388.000000 Penalty: 5963.438965
	Iteration 101Q: 3 clusters Score -2.257039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69442 members 
Mstep: Class 2 contains 97110 members 
Entering Unmasked Estep 
Score: -22570380.000000 Penalty: 5963.438965
	Iteration 102Q: 3 clusters Score -2.257038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69443 members 
Mstep: Class 2 contains 97109 members 
Entering Unmasked Estep 
Score: -22570390.000000 Penalty: 5963.438965
	Iteration 103Q: 3 clusters Score -2.257039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69439 members 
Mstep: Class 2 contains 97113 members 
Entering Unmasked Estep 
Score: -22570398.000000 Penalty: 5963.438965
	Iteration 104Q: 3 clusters Score -2.25704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69435 members 
Mstep: Class 2 contains 97117 members 
Entering Unmasked Estep 
Score: -22570394.000000 Penalty: 5963.438965
	Iteration 105Q: 3 clusters Score -2.257039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69434 members 
Mstep: Class 2 contains 97118 members 
Entering Unmasked Estep 
Score: -22570388.000000 Penalty: 5963.438965
	Iteration 106Q: 3 clusters Score -2.257039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69431 members 
Mstep: Class 2 contains 97121 members 
Entering Unmasked Estep 
Score: -22570392.000000 Penalty: 5963.438965
	Iteration 107Q: 3 clusters Score -2.257039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69424 members 
Mstep: Class 2 contains 97128 members 
Entering Unmasked Estep 
Score: -22570388.000000 Penalty: 5963.438965
	Iteration 108Q: 3 clusters Score -2.257039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69430 members 
Mstep: Class 2 contains 97122 members 
Entering Unmasked Estep 
Score: -22570408.000000 Penalty: 5963.438965
	Iteration 109Q: 3 clusters Score -2.257041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69431 members 
Mstep: Class 2 contains 97121 members 
Entering Unmasked Estep 
Score: -22570396.000000 Penalty: 5963.438965
	Iteration 110Q: 3 clusters Score -2.25704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69431 members 
Mstep: Class 2 contains 97121 members 
Entering Unmasked Estep 
Score: -22570412.000000 Penalty: 5963.438965
	Iteration 111Q: 3 clusters Score -2.257041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69430 members 
Mstep: Class 2 contains 97122 members 
Entering Unmasked Estep 
Score: -22570406.000000 Penalty: 5963.438965
	Iteration 112Q: 3 clusters Score -2.257041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69431 members 
Mstep: Class 2 contains 97121 members 
Entering Unmasked Estep 
Score: -22570418.000000 Penalty: 5963.438965
	Iteration 113Q: 3 clusters Score -2.257042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 97123 members 
Entering Unmasked Estep 
Score: -22570414.000000 Penalty: 5963.438965
	Iteration 114Q: 3 clusters Score -2.257041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 97123 members 
Entering Unmasked Estep 
Score: -22570412.000000 Penalty: 5963.438965
	Iteration 115Q: 3 clusters Score -2.257041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69428 members 
Mstep: Class 2 contains 97124 members 
Entering Unmasked Estep 
Score: -22570420.000000 Penalty: 5963.438965
	Iteration 116Q: 3 clusters Score -2.257042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69426 members 
Mstep: Class 2 contains 97126 members 
Entering Unmasked Estep 
Score: -22570408.000000 Penalty: 5963.438965
	Iteration 117Q: 3 clusters Score -2.257041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69430 members 
Mstep: Class 2 contains 97122 members 
Entering Unmasked Estep 
Score: -22570420.000000 Penalty: 5963.438965
	Iteration 118Q: 3 clusters Score -2.257042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 97123 members 
Entering Unmasked Estep 
Score: -22570414.000000 Penalty: 5963.438965
	Iteration 119Q: 3 clusters Score -2.257041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69430 members 
Mstep: Class 2 contains 97122 members 
Entering Unmasked Estep 
Score: -22570416.000000 Penalty: 5963.438965
	Iteration 120F: 3 clusters Score -2.257042e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5196 members 
Entering Unmasked Estep 
Score: -701538.312500 Penalty: 2121.799805
	Iteration 0F: 2 clusters Score -701538.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -696883.562500 Penalty: 4243.599609
	Iteration 0F: 3 clusters Score -696883.6 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -697947.125000 Penalty: 4243.599609
	Iteration 1F: 3 clusters Score -697947.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -698146.312500 Penalty: 4243.599609
	Iteration 2F: 3 clusters Score -698146.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -698272.312500 Penalty: 4243.599609
	Iteration 3Q: 3 clusters Score -698272.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -698356.375000 Penalty: 4243.599609
	Iteration 4Q: 3 clusters Score -698356.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -698419.562500 Penalty: 4243.599609
	Iteration 5Q: 3 clusters Score -698419.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -698467.812500 Penalty: 4243.599609
	Iteration 6Q: 3 clusters Score -698467.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -698512.187500 Penalty: 4243.599609
	Iteration 7Q: 3 clusters Score -698512.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -698547.062500 Penalty: 4243.599609
	Iteration 8Q: 3 clusters Score -698547.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -698581.375000 Penalty: 4243.599609
	Iteration 9Q: 3 clusters Score -698581.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -698622.000000 Penalty: 4243.599609
	Iteration 10Q: 3 clusters Score -698622 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -698664.750000 Penalty: 4243.599609
	Iteration 11Q: 3 clusters Score -698664.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -698705.250000 Penalty: 4243.599609
	Iteration 12Q: 3 clusters Score -698705.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -698744.125000 Penalty: 4243.599609
	Iteration 13Q: 3 clusters Score -698744.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -698786.750000 Penalty: 4243.599609
	Iteration 14Q: 3 clusters Score -698786.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -698836.750000 Penalty: 4243.599609
	Iteration 15Q: 3 clusters Score -698836.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -698895.187500 Penalty: 4243.599609
	Iteration 16Q: 3 clusters Score -698895.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -698952.562500 Penalty: 4243.599609
	Iteration 17Q: 3 clusters Score -698952.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -699011.437500 Penalty: 4243.599609
	Iteration 18Q: 3 clusters Score -699011.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -699073.625000 Penalty: 4243.599609
	Iteration 19Q: 3 clusters Score -699073.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -699132.375000 Penalty: 4243.599609
	Iteration 20F: 3 clusters Score -699132.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -699184.750000 Penalty: 4243.599609
	Iteration 21Q: 3 clusters Score -699184.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -699237.812500 Penalty: 4243.599609
	Iteration 22Q: 3 clusters Score -699237.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -699291.500000 Penalty: 4243.599609
	Iteration 23Q: 3 clusters Score -699291.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -699330.937500 Penalty: 4243.599609
	Iteration 24Q: 3 clusters Score -699330.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -699358.625000 Penalty: 4243.599609
	Iteration 25Q: 3 clusters Score -699358.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -699383.937500 Penalty: 4243.599609
	Iteration 26Q: 3 clusters Score -699383.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -699406.812500 Penalty: 4243.599609
	Iteration 27Q: 3 clusters Score -699406.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -699429.500000 Penalty: 4243.599609
	Iteration 28Q: 3 clusters Score -699429.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -699447.562500 Penalty: 4243.599609
	Iteration 29Q: 3 clusters Score -699447.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -699464.562500 Penalty: 4243.599609
	Iteration 30Q: 3 clusters Score -699464.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -699475.312500 Penalty: 4243.599609
	Iteration 31Q: 3 clusters Score -699475.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -699493.625000 Penalty: 4243.599609
	Iteration 32Q: 3 clusters Score -699493.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -699504.312500 Penalty: 4243.599609
	Iteration 33Q: 3 clusters Score -699504.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -699514.562500 Penalty: 4243.599609
	Iteration 34Q: 3 clusters Score -699514.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -699525.062500 Penalty: 4243.599609
	Iteration 35Q: 3 clusters Score -699525.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -699529.687500 Penalty: 4243.599609
	Iteration 36Q: 3 clusters Score -699529.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -699537.625000 Penalty: 4243.599609
	Iteration 37Q: 3 clusters Score -699537.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -699547.125000 Penalty: 4243.599609
	Iteration 38Q: 3 clusters Score -699547.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -699560.812500 Penalty: 4243.599609
	Iteration 39Q: 3 clusters Score -699560.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -699573.687500 Penalty: 4243.599609
	Iteration 40F: 3 clusters Score -699573.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -699582.750000 Penalty: 4243.599609
	Iteration 41Q: 3 clusters Score -699582.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -699591.937500 Penalty: 4243.599609
	Iteration 42Q: 3 clusters Score -699591.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -699597.937500 Penalty: 4243.599609
	Iteration 43Q: 3 clusters Score -699597.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -699605.625000 Penalty: 4243.599609
	Iteration 44Q: 3 clusters Score -699605.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -699613.750000 Penalty: 4243.599609
	Iteration 45Q: 3 clusters Score -699613.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -699617.562500 Penalty: 4243.599609
	Iteration 46Q: 3 clusters Score -699617.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -699627.125000 Penalty: 4243.599609
	Iteration 47Q: 3 clusters Score -699627.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -699636.625000 Penalty: 4243.599609
	Iteration 48Q: 3 clusters Score -699636.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -699640.312500 Penalty: 4243.599609
	Iteration 49Q: 3 clusters Score -699640.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -699645.875000 Penalty: 4243.599609
	Iteration 50Q: 3 clusters Score -699645.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -699647.125000 Penalty: 4243.599609
	Iteration 51Q: 3 clusters Score -699647.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -699649.562500 Penalty: 4243.599609
	Iteration 52Q: 3 clusters Score -699649.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -699652.937500 Penalty: 4243.599609
	Iteration 53Q: 3 clusters Score -699652.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -699655.312500 Penalty: 4243.599609
	Iteration 54Q: 3 clusters Score -699655.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -699659.562500 Penalty: 4243.599609
	Iteration 55Q: 3 clusters Score -699659.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -699663.500000 Penalty: 4243.599609
	Iteration 56Q: 3 clusters Score -699663.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -699666.812500 Penalty: 4243.599609
	Iteration 57Q: 3 clusters Score -699666.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -699668.250000 Penalty: 4243.599609
	Iteration 58Q: 3 clusters Score -699668.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -699671.812500 Penalty: 4243.599609
	Iteration 59Q: 3 clusters Score -699671.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -699675.875000 Penalty: 4243.599609
	Iteration 60F: 3 clusters Score -699675.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -699681.125000 Penalty: 4243.599609
	Iteration 61Q: 3 clusters Score -699681.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -699682.125000 Penalty: 4243.599609
	Iteration 62Q: 3 clusters Score -699682.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -699685.250000 Penalty: 4243.599609
	Iteration 63Q: 3 clusters Score -699685.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -699688.125000 Penalty: 4243.599609
	Iteration 64Q: 3 clusters Score -699688.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -699692.000000 Penalty: 4243.599609
	Iteration 65Q: 3 clusters Score -699692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -699693.375000 Penalty: 4243.599609
	Iteration 66Q: 3 clusters Score -699693.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -699693.375000 Penalty: 4243.599609
	Iteration 67F: 3 clusters Score -699693.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -65038.441406 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -65038.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -63531.261719 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -63531.26 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63961.968750 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -63961.97 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -64346.664062 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -64346.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -64486.574219 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -64486.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -64618.195312 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -64618.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -64745.398438 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -64745.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -64816.511719 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -64816.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -64876.808594 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -64876.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -64876.808594 Penalty: 3118.777832
	Iteration 8F: 3 clusters Score -64876.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -43356.593750 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -43356.59 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 162 members 
Entering Unmasked Estep 
Score: -42021.523438 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -42021.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -42154.691406 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -42154.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42188.351562 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -42188.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42200.941406 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -42200.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42200.941406 Penalty: 2918.127930
	Iteration 4F: 3 clusters Score -42200.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -69860.968750 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -69860.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -68243.750000 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -68243.75 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -68431.500000 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -68431.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -68496.367188 Penalty: 3140.425049
	Iteration 2Q: 3 clusters Score -68496.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68529.335938 Penalty: 3140.425049
	Iteration 3Q: 3 clusters Score -68529.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -68543.781250 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -68543.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -68550.531250 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -68550.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68557.851562 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -68557.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68559.453125 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -68559.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68559.453125 Penalty: 3140.425049
	Iteration 8F: 3 clusters Score -68559.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Entering Unmasked Estep 
Score: -70475.304688 Penalty: 1569.328247
	Iteration 0F: 2 clusters Score -70475.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68901.062500 Penalty: 3138.656494
	Iteration 0F: 3 clusters Score -68901.06 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69141.210938 Penalty: 3138.656494
	Iteration 1F: 3 clusters Score -69141.21 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -69244.187500 Penalty: 3138.656494
	Iteration 2F: 3 clusters Score -69244.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -69297.492188 Penalty: 3138.656494
	Iteration 3Q: 3 clusters Score -69297.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -69339.843750 Penalty: 3138.656494
	Iteration 4Q: 3 clusters Score -69339.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69358.789062 Penalty: 3138.656494
	Iteration 5Q: 3 clusters Score -69358.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69365.578125 Penalty: 3138.656494
	Iteration 6Q: 3 clusters Score -69365.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69365.578125 Penalty: 3138.656494
	Iteration 7F: 3 clusters Score -69365.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 157293 members 
Mstep: Class 4 contains 68874 members 
Mstep: Class 5 contains 161108 members 
Mstep: Class 6 contains 87318 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160417 members 
Mstep: Class 11 contains 153774 members 
Mstep: Class 12 contains 23724 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10560 members 
Mstep: Class 18 contains 158816 members 
Mstep: Class 19 contains 154576 members 
Mstep: Class 20 contains 52968 members 
Mstep: Class 21 contains 166552 members 
Mstep: Class 22 contains 5196 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459552.000000 Penalty: 91161.578125
Iteration 319Q: 27 clusters Score -1.804596e+08 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4088 members 
Mstep: Class 3 contains 157235 members 
Mstep: Class 4 contains 68854 members 
Mstep: Class 5 contains 161079 members 
Mstep: Class 6 contains 87334 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 7058 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160442 members 
Mstep: Class 11 contains 153683 members 
Mstep: Class 12 contains 23717 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10559 members 
Mstep: Class 18 contains 158801 members 
Mstep: Class 19 contains 154564 members 
Mstep: Class 20 contains 53165 members 
Mstep: Class 21 contains 166555 members 
Mstep: Class 22 contains 5186 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459504.000000 Penalty: 91161.578125
Iteration 320F: 27 clusters Score -1.804595e+08 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4089 members 
Mstep: Class 3 contains 157163 members 
Mstep: Class 4 contains 68831 members 
Mstep: Class 5 contains 161059 members 
Mstep: Class 6 contains 87362 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 7058 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160453 members 
Mstep: Class 11 contains 153600 members 
Mstep: Class 12 contains 23724 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 954 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10557 members 
Mstep: Class 18 contains 158789 members 
Mstep: Class 19 contains 154551 members 
Mstep: Class 20 contains 53339 members 
Mstep: Class 21 contains 166566 members 
Mstep: Class 22 contains 5180 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459120.000000 Penalty: 91161.578125
Iteration 321Q: 27 clusters Score -1.804591e+08 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 157107 members 
Mstep: Class 4 contains 68822 members 
Mstep: Class 5 contains 161072 members 
Mstep: Class 6 contains 87375 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7058 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160448 members 
Mstep: Class 11 contains 153537 members 
Mstep: Class 12 contains 23718 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10570 members 
Mstep: Class 18 contains 158778 members 
Mstep: Class 19 contains 154527 members 
Mstep: Class 20 contains 53520 members 
Mstep: Class 21 contains 166530 members 
Mstep: Class 22 contains 5169 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459376.000000 Penalty: 91161.578125
Iteration 322Q: 27 clusters Score -1.804594e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 157045 members 
Mstep: Class 4 contains 68807 members 
Mstep: Class 5 contains 161058 members 
Mstep: Class 6 contains 87385 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7059 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160445 members 
Mstep: Class 11 contains 153491 members 
Mstep: Class 12 contains 23712 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10576 members 
Mstep: Class 18 contains 158764 members 
Mstep: Class 19 contains 154513 members 
Mstep: Class 20 contains 53672 members 
Mstep: Class 21 contains 166540 members 
Mstep: Class 22 contains 5164 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459456.000000 Penalty: 91161.578125
Iteration 323Q: 27 clusters Score -1.804595e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4090 members 
Mstep: Class 3 contains 157002 members 
Mstep: Class 4 contains 68799 members 
Mstep: Class 5 contains 161060 members 
Mstep: Class 6 contains 87413 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7060 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160422 members 
Mstep: Class 11 contains 153456 members 
Mstep: Class 12 contains 23713 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10587 members 
Mstep: Class 18 contains 158753 members 
Mstep: Class 19 contains 154473 members 
Mstep: Class 20 contains 53781 members 
Mstep: Class 21 contains 166547 members 
Mstep: Class 22 contains 5165 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459168.000000 Penalty: 91161.578125
Iteration 324Q: 27 clusters Score -1.804592e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4091 members 
Mstep: Class 3 contains 156973 members 
Mstep: Class 4 contains 68775 members 
Mstep: Class 5 contains 161057 members 
Mstep: Class 6 contains 87437 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7063 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160405 members 
Mstep: Class 11 contains 153401 members 
Mstep: Class 12 contains 23723 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10604 members 
Mstep: Class 18 contains 158748 members 
Mstep: Class 19 contains 154392 members 
Mstep: Class 20 contains 53888 members 
Mstep: Class 21 contains 166599 members 
Mstep: Class 22 contains 5165 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458912.000000 Penalty: 91161.578125
Iteration 325Q: 27 clusters Score -1.804589e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4091 members 
Mstep: Class 3 contains 156921 members 
Mstep: Class 4 contains 68757 members 
Mstep: Class 5 contains 161069 members 
Mstep: Class 6 contains 87450 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7064 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160402 members 
Mstep: Class 11 contains 153376 members 
Mstep: Class 12 contains 23735 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10611 members 
Mstep: Class 18 contains 158737 members 
Mstep: Class 19 contains 154338 members 
Mstep: Class 20 contains 54020 members 
Mstep: Class 21 contains 166591 members 
Mstep: Class 22 contains 5159 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458816.000000 Penalty: 91161.578125
Iteration 326Q: 27 clusters Score -1.804588e+08 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4092 members 
Mstep: Class 3 contains 156864 members 
Mstep: Class 4 contains 68745 members 
Mstep: Class 5 contains 161066 members 
Mstep: Class 6 contains 87469 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7064 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160426 members 
Mstep: Class 11 contains 153355 members 
Mstep: Class 12 contains 23736 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10631 members 
Mstep: Class 18 contains 158726 members 
Mstep: Class 19 contains 154261 members 
Mstep: Class 20 contains 54141 members 
Mstep: Class 21 contains 166580 members 
Mstep: Class 22 contains 5165 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459264.000000 Penalty: 91161.578125
Iteration 327Q: 27 clusters Score -1.804593e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4092 members 
Mstep: Class 3 contains 156823 members 
Mstep: Class 4 contains 68727 members 
Mstep: Class 5 contains 161048 members 
Mstep: Class 6 contains 87506 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7064 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160460 members 
Mstep: Class 11 contains 153318 members 
Mstep: Class 12 contains 23740 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10645 members 
Mstep: Class 18 contains 158726 members 
Mstep: Class 19 contains 154168 members 
Mstep: Class 20 contains 54259 members 
Mstep: Class 21 contains 166579 members 
Mstep: Class 22 contains 5165 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459552.000000 Penalty: 91161.578125
Iteration 328Q: 27 clusters Score -1.804596e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4092 members 
Mstep: Class 3 contains 156791 members 
Mstep: Class 4 contains 68706 members 
Mstep: Class 5 contains 161018 members 
Mstep: Class 6 contains 87522 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7065 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160486 members 
Mstep: Class 11 contains 153282 members 
Mstep: Class 12 contains 23738 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10648 members 
Mstep: Class 18 contains 158731 members 
Mstep: Class 19 contains 154075 members 
Mstep: Class 20 contains 54399 members 
Mstep: Class 21 contains 166603 members 
Mstep: Class 22 contains 5161 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459808.000000 Penalty: 91161.578125
Iteration 329Q: 27 clusters Score -1.804598e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4093 members 
Mstep: Class 3 contains 156752 members 
Mstep: Class 4 contains 68697 members 
Mstep: Class 5 contains 160983 members 
Mstep: Class 6 contains 87551 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7066 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160506 members 
Mstep: Class 11 contains 153240 members 
Mstep: Class 12 contains 23748 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10669 members 
Mstep: Class 18 contains 158744 members 
Mstep: Class 19 contains 153973 members 
Mstep: Class 20 contains 54527 members 
Mstep: Class 21 contains 166609 members 
Mstep: Class 22 contains 5159 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459824.000000 Penalty: 91161.578125
Iteration 330Q: 27 clusters Score -1.804598e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4097 members 
Mstep: Class 3 contains 156712 members 
Mstep: Class 4 contains 68686 members 
Mstep: Class 5 contains 160941 members 
Mstep: Class 6 contains 87565 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7069 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160554 members 
Mstep: Class 11 contains 153210 members 
Mstep: Class 12 contains 23754 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10692 members 
Mstep: Class 18 contains 158768 members 
Mstep: Class 19 contains 153875 members 
Mstep: Class 20 contains 54680 members 
Mstep: Class 21 contains 166557 members 
Mstep: Class 22 contains 5158 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459952.000000 Penalty: 91161.578125
Iteration 331Q: 27 clusters Score -1.8046e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4102 members 
Mstep: Class 3 contains 156680 members 
Mstep: Class 4 contains 68687 members 
Mstep: Class 5 contains 160901 members 
Mstep: Class 6 contains 87579 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7069 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160614 members 
Mstep: Class 11 contains 153199 members 
Mstep: Class 12 contains 23757 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10709 members 
Mstep: Class 18 contains 158768 members 
Mstep: Class 19 contains 153801 members 
Mstep: Class 20 contains 54839 members 
Mstep: Class 21 contains 166460 members 
Mstep: Class 22 contains 5153 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460192.000000 Penalty: 91161.578125
Iteration 332Q: 27 clusters Score -1.804602e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4111 members 
Mstep: Class 3 contains 156650 members 
Mstep: Class 4 contains 68674 members 
Mstep: Class 5 contains 160853 members 
Mstep: Class 6 contains 87576 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7072 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160640 members 
Mstep: Class 11 contains 153176 members 
Mstep: Class 12 contains 23760 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10730 members 
Mstep: Class 18 contains 158751 members 
Mstep: Class 19 contains 153731 members 
Mstep: Class 20 contains 55012 members 
Mstep: Class 21 contains 166436 members 
Mstep: Class 22 contains 5146 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460144.000000 Penalty: 91161.578125
Iteration 333Q: 27 clusters Score -1.804601e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4116 members 
Mstep: Class 3 contains 156599 members 
Mstep: Class 4 contains 68656 members 
Mstep: Class 5 contains 160807 members 
Mstep: Class 6 contains 87591 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7077 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160672 members 
Mstep: Class 11 contains 153136 members 
Mstep: Class 12 contains 23754 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10737 members 
Mstep: Class 18 contains 158743 members 
Mstep: Class 19 contains 153695 members 
Mstep: Class 20 contains 55202 members 
Mstep: Class 21 contains 166388 members 
Mstep: Class 22 contains 5144 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460512.000000 Penalty: 91161.578125
Iteration 334Q: 27 clusters Score -1.804605e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4122 members 
Mstep: Class 3 contains 156559 members 
Mstep: Class 4 contains 68650 members 
Mstep: Class 5 contains 160774 members 
Mstep: Class 6 contains 87607 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7084 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160672 members 
Mstep: Class 11 contains 153099 members 
Mstep: Class 12 contains 23748 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10758 members 
Mstep: Class 18 contains 158733 members 
Mstep: Class 19 contains 153659 members 
Mstep: Class 20 contains 55387 members 
Mstep: Class 21 contains 166326 members 
Mstep: Class 22 contains 5140 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460912.000000 Penalty: 91161.578125
Iteration 335Q: 27 clusters Score -1.804609e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 156518 members 
Mstep: Class 4 contains 68638 members 
Mstep: Class 5 contains 160744 members 
Mstep: Class 6 contains 87629 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7087 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160661 members 
Mstep: Class 11 contains 153045 members 
Mstep: Class 12 contains 23742 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10775 members 
Mstep: Class 18 contains 158707 members 
Mstep: Class 19 contains 153616 members 
Mstep: Class 20 contains 55556 members 
Mstep: Class 21 contains 166336 members 
Mstep: Class 22 contains 5135 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460752.000000 Penalty: 91161.578125
Iteration 336Q: 27 clusters Score -1.804608e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4132 members 
Mstep: Class 3 contains 156471 members 
Mstep: Class 4 contains 68632 members 
Mstep: Class 5 contains 160705 members 
Mstep: Class 6 contains 87656 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7089 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160652 members 
Mstep: Class 11 contains 152994 members 
Mstep: Class 12 contains 23736 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10804 members 
Mstep: Class 18 contains 158688 members 
Mstep: Class 19 contains 153589 members 
Mstep: Class 20 contains 55712 members 
Mstep: Class 21 contains 166327 members 
Mstep: Class 22 contains 5132 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460768.000000 Penalty: 91161.578125
Iteration 337Q: 27 clusters Score -1.804608e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4132 members 
Mstep: Class 3 contains 156443 members 
Mstep: Class 4 contains 68611 members 
Mstep: Class 5 contains 160676 members 
Mstep: Class 6 contains 87674 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7089 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160647 members 
Mstep: Class 11 contains 152965 members 
Mstep: Class 12 contains 23730 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10827 members 
Mstep: Class 18 contains 158658 members 
Mstep: Class 19 contains 153585 members 
Mstep: Class 20 contains 55854 members 
Mstep: Class 21 contains 166293 members 
Mstep: Class 22 contains 5135 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460560.000000 Penalty: 91161.578125
Iteration 338Q: 27 clusters Score -1.804606e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4137 members 
Mstep: Class 3 contains 156429 members 
Mstep: Class 4 contains 68577 members 
Mstep: Class 5 contains 160662 members 
Mstep: Class 6 contains 87693 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7092 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160647 members 
Mstep: Class 11 contains 152925 members 
Mstep: Class 12 contains 23727 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10849 members 
Mstep: Class 18 contains 158646 members 
Mstep: Class 19 contains 153522 members 
Mstep: Class 20 contains 55988 members 
Mstep: Class 21 contains 166286 members 
Mstep: Class 22 contains 5139 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460480.000000 Penalty: 91161.578125
Iteration 339Q: 27 clusters Score -1.804605e+08 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4139 members 
Mstep: Class 3 contains 156375 members 
Mstep: Class 4 contains 68562 members 
Mstep: Class 5 contains 160649 members 
Mstep: Class 6 contains 87710 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7093 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160646 members 
Mstep: Class 11 contains 152874 members 
Mstep: Class 12 contains 23728 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10864 members 
Mstep: Class 18 contains 158617 members 
Mstep: Class 19 contains 153457 members 
Mstep: Class 20 contains 56122 members 
Mstep: Class 21 contains 166344 members 
Mstep: Class 22 contains 5141 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460448.000000 Penalty: 91161.578125
Iteration 340F: 27 clusters Score -1.804604e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4145 members 
Mstep: Class 3 contains 156330 members 
Mstep: Class 4 contains 68541 members 
Mstep: Class 5 contains 160639 members 
Mstep: Class 6 contains 87729 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7093 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160634 members 
Mstep: Class 11 contains 152839 members 
Mstep: Class 12 contains 23720 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10882 members 
Mstep: Class 18 contains 158595 members 
Mstep: Class 19 contains 153381 members 
Mstep: Class 20 contains 56231 members 
Mstep: Class 21 contains 166420 members 
Mstep: Class 22 contains 5142 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460704.000000 Penalty: 91161.578125
Iteration 341Q: 27 clusters Score -1.804607e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4151 members 
Mstep: Class 3 contains 156286 members 
Mstep: Class 4 contains 68520 members 
Mstep: Class 5 contains 160625 members 
Mstep: Class 6 contains 87760 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7094 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160624 members 
Mstep: Class 11 contains 152792 members 
Mstep: Class 12 contains 23716 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10896 members 
Mstep: Class 18 contains 158567 members 
Mstep: Class 19 contains 153324 members 
Mstep: Class 20 contains 56324 members 
Mstep: Class 21 contains 166498 members 
Mstep: Class 22 contains 5144 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460480.000000 Penalty: 91161.578125
Iteration 342Q: 27 clusters Score -1.804605e+08 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 156270 members 
Mstep: Class 4 contains 68492 members 
Mstep: Class 5 contains 160602 members 
Mstep: Class 6 contains 87794 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7096 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160610 members 
Mstep: Class 11 contains 152765 members 
Mstep: Class 12 contains 23713 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10912 members 
Mstep: Class 18 contains 158548 members 
Mstep: Class 19 contains 153249 members 
Mstep: Class 20 contains 56399 members 
Mstep: Class 21 contains 166569 members 
Mstep: Class 22 contains 5146 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460592.000000 Penalty: 91161.578125
Iteration 343Q: 27 clusters Score -1.804606e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 156281 members 
Mstep: Class 4 contains 68466 members 
Mstep: Class 5 contains 160559 members 
Mstep: Class 6 contains 87804 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7100 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160597 members 
Mstep: Class 11 contains 152757 members 
Mstep: Class 12 contains 23708 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10926 members 
Mstep: Class 18 contains 158508 members 
Mstep: Class 19 contains 153201 members 
Mstep: Class 20 contains 56490 members 
Mstep: Class 21 contains 166626 members 
Mstep: Class 22 contains 5141 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460432.000000 Penalty: 91161.578125
Iteration 344Q: 27 clusters Score -1.804604e+08 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4159 members 
Mstep: Class 3 contains 156300 members 
Mstep: Class 4 contains 68438 members 
Mstep: Class 5 contains 160541 members 
Mstep: Class 6 contains 87814 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 7105 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160570 members 
Mstep: Class 11 contains 152747 members 
Mstep: Class 12 contains 23697 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10938 members 
Mstep: Class 18 contains 158481 members 
Mstep: Class 19 contains 153153 members 
Mstep: Class 20 contains 56575 members 
Mstep: Class 21 contains 166669 members 
Mstep: Class 22 contains 5135 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460240.000000 Penalty: 91161.578125
Iteration 345Q: 27 clusters Score -1.804602e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4161 members 
Mstep: Class 3 contains 156329 members 
Mstep: Class 4 contains 68420 members 
Mstep: Class 5 contains 160524 members 
Mstep: Class 6 contains 87827 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 7110 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160547 members 
Mstep: Class 11 contains 152728 members 
Mstep: Class 12 contains 23695 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10949 members 
Mstep: Class 18 contains 158449 members 
Mstep: Class 19 contains 153097 members 
Mstep: Class 20 contains 56699 members 
Mstep: Class 21 contains 166651 members 
Mstep: Class 22 contains 5136 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460496.000000 Penalty: 91161.578125
Iteration 346Q: 27 clusters Score -1.804605e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4161 members 
Mstep: Class 3 contains 156362 members 
Mstep: Class 4 contains 68416 members 
Mstep: Class 5 contains 160522 members 
Mstep: Class 6 contains 87821 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7115 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160535 members 
Mstep: Class 11 contains 152701 members 
Mstep: Class 12 contains 23699 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10966 members 
Mstep: Class 18 contains 158429 members 
Mstep: Class 19 contains 152997 members 
Mstep: Class 20 contains 56821 members 
Mstep: Class 21 contains 166651 members 
Mstep: Class 22 contains 5128 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460272.000000 Penalty: 91161.578125
Iteration 347Q: 27 clusters Score -1.804603e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4163 members 
Mstep: Class 3 contains 156392 members 
Mstep: Class 4 contains 68407 members 
Mstep: Class 5 contains 160502 members 
Mstep: Class 6 contains 87820 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7121 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160513 members 
Mstep: Class 11 contains 152691 members 
Mstep: Class 12 contains 23697 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10976 members 
Mstep: Class 18 contains 158413 members 
Mstep: Class 19 contains 152912 members 
Mstep: Class 20 contains 56944 members 
Mstep: Class 21 contains 166643 members 
Mstep: Class 22 contains 5131 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460512.000000 Penalty: 91161.578125
Iteration 348Q: 27 clusters Score -1.804605e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4163 members 
Mstep: Class 3 contains 156406 members 
Mstep: Class 4 contains 68396 members 
Mstep: Class 5 contains 160490 members 
Mstep: Class 6 contains 87826 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7125 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160502 members 
Mstep: Class 11 contains 152680 members 
Mstep: Class 12 contains 23693 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 10995 members 
Mstep: Class 18 contains 158373 members 
Mstep: Class 19 contains 152843 members 
Mstep: Class 20 contains 57078 members 
Mstep: Class 21 contains 166623 members 
Mstep: Class 22 contains 5132 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460608.000000 Penalty: 91161.578125
Iteration 349Q: 27 clusters Score -1.804606e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4163 members 
Mstep: Class 3 contains 156401 members 
Mstep: Class 4 contains 68387 members 
Mstep: Class 5 contains 160503 members 
Mstep: Class 6 contains 87837 members 
Mstep: Class 7 contains 2904 members 
Mstep: Class 8 contains 7132 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160504 members 
Mstep: Class 11 contains 152640 members 
Mstep: Class 12 contains 23690 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11030 members 
Mstep: Class 18 contains 158357 members 
Mstep: Class 19 contains 152742 members 
Mstep: Class 20 contains 57213 members 
Mstep: Class 21 contains 166600 members 
Mstep: Class 22 contains 5127 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460288.000000 Penalty: 91161.578125
Iteration 350Q: 27 clusters Score -1.804603e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4160 members 
Mstep: Class 3 contains 156399 members 
Mstep: Class 4 contains 68369 members 
Mstep: Class 5 contains 160511 members 
Mstep: Class 6 contains 87856 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 7139 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160499 members 
Mstep: Class 11 contains 152591 members 
Mstep: Class 12 contains 23687 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11050 members 
Mstep: Class 18 contains 158334 members 
Mstep: Class 19 contains 152665 members 
Mstep: Class 20 contains 57400 members 
Mstep: Class 21 contains 166544 members 
Mstep: Class 22 contains 5124 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460528.000000 Penalty: 91161.578125
Iteration 351Q: 27 clusters Score -1.804605e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4161 members 
Mstep: Class 3 contains 156387 members 
Mstep: Class 4 contains 68343 members 
Mstep: Class 5 contains 160526 members 
Mstep: Class 6 contains 87863 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 7142 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160495 members 
Mstep: Class 11 contains 152546 members 
Mstep: Class 12 contains 23684 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11067 members 
Mstep: Class 18 contains 158308 members 
Mstep: Class 19 contains 152606 members 
Mstep: Class 20 contains 57548 members 
Mstep: Class 21 contains 166527 members 
Mstep: Class 22 contains 5125 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460592.000000 Penalty: 91161.578125
Iteration 352Q: 27 clusters Score -1.804606e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4161 members 
Mstep: Class 3 contains 156364 members 
Mstep: Class 4 contains 68310 members 
Mstep: Class 5 contains 160519 members 
Mstep: Class 6 contains 87879 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 7142 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160475 members 
Mstep: Class 11 contains 152501 members 
Mstep: Class 12 contains 23681 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11082 members 
Mstep: Class 18 contains 158287 members 
Mstep: Class 19 contains 152558 members 
Mstep: Class 20 contains 57698 members 
Mstep: Class 21 contains 166550 members 
Mstep: Class 22 contains 5121 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460576.000000 Penalty: 91161.578125
Iteration 353Q: 27 clusters Score -1.804606e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4162 members 
Mstep: Class 3 contains 156334 members 
Mstep: Class 4 contains 68292 members 
Mstep: Class 5 contains 160488 members 
Mstep: Class 6 contains 87900 members 
Mstep: Class 7 contains 2903 members 
Mstep: Class 8 contains 7142 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160476 members 
Mstep: Class 11 contains 152479 members 
Mstep: Class 12 contains 23679 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11087 members 
Mstep: Class 18 contains 158278 members 
Mstep: Class 19 contains 152495 members 
Mstep: Class 20 contains 57815 members 
Mstep: Class 21 contains 166585 members 
Mstep: Class 22 contains 5115 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460704.000000 Penalty: 91161.578125
Iteration 354Q: 27 clusters Score -1.804607e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4164 members 
Mstep: Class 3 contains 156304 members 
Mstep: Class 4 contains 68264 members 
Mstep: Class 5 contains 160450 members 
Mstep: Class 6 contains 87913 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7143 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160460 members 
Mstep: Class 11 contains 152438 members 
Mstep: Class 12 contains 23682 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11094 members 
Mstep: Class 18 contains 158267 members 
Mstep: Class 19 contains 152468 members 
Mstep: Class 20 contains 57945 members 
Mstep: Class 21 contains 166623 members 
Mstep: Class 22 contains 5110 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460832.000000 Penalty: 91161.578125
Iteration 355Q: 27 clusters Score -1.804608e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4165 members 
Mstep: Class 3 contains 156290 members 
Mstep: Class 4 contains 68243 members 
Mstep: Class 5 contains 160448 members 
Mstep: Class 6 contains 87935 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7145 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160431 members 
Mstep: Class 11 contains 152402 members 
Mstep: Class 12 contains 23685 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11101 members 
Mstep: Class 18 contains 158258 members 
Mstep: Class 19 contains 152431 members 
Mstep: Class 20 contains 58045 members 
Mstep: Class 21 contains 166641 members 
Mstep: Class 22 contains 5105 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460368.000000 Penalty: 91161.578125
Iteration 356Q: 27 clusters Score -1.804604e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4164 members 
Mstep: Class 3 contains 156269 members 
Mstep: Class 4 contains 68217 members 
Mstep: Class 5 contains 160428 members 
Mstep: Class 6 contains 87956 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7147 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160416 members 
Mstep: Class 11 contains 152360 members 
Mstep: Class 12 contains 23682 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11114 members 
Mstep: Class 18 contains 158244 members 
Mstep: Class 19 contains 152368 members 
Mstep: Class 20 contains 58168 members 
Mstep: Class 21 contains 166684 members 
Mstep: Class 22 contains 5108 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460432.000000 Penalty: 91161.578125
Iteration 357Q: 27 clusters Score -1.804604e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4164 members 
Mstep: Class 3 contains 156278 members 
Mstep: Class 4 contains 68200 members 
Mstep: Class 5 contains 160409 members 
Mstep: Class 6 contains 87984 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7152 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160404 members 
Mstep: Class 11 contains 152292 members 
Mstep: Class 12 contains 23679 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11127 members 
Mstep: Class 18 contains 158223 members 
Mstep: Class 19 contains 152320 members 
Mstep: Class 20 contains 58293 members 
Mstep: Class 21 contains 166691 members 
Mstep: Class 22 contains 5109 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460464.000000 Penalty: 91161.578125
Iteration 358Q: 27 clusters Score -1.804605e+08 nChanged 1006
Entering ConstructFrom: 
Score: -180460464.000000 Penalty: 91161.578125
Entering ConstructFrom: 
Trying to split cluster 1 (1054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Entering Unmasked Estep 
Score: -136374.562500 Penalty: 1726.166260
	Iteration 0F: 2 clusters Score -136374.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -134373.031250 Penalty: 3452.332520
	Iteration 0F: 3 clusters Score -134373 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -134664.984375 Penalty: 3452.332520
	Iteration 1F: 3 clusters Score -134665 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -134793.625000 Penalty: 3452.332520
	Iteration 2F: 3 clusters Score -134793.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -134874.937500 Penalty: 3452.332520
	Iteration 3Q: 3 clusters Score -134874.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -134927.718750 Penalty: 3452.332520
	Iteration 4Q: 3 clusters Score -134927.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -134974.796875 Penalty: 3452.332520
	Iteration 5Q: 3 clusters Score -134974.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -135010.046875 Penalty: 3452.332520
	Iteration 6Q: 3 clusters Score -135010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -135042.890625 Penalty: 3452.332520
	Iteration 7Q: 3 clusters Score -135042.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -135068.968750 Penalty: 3452.332520
	Iteration 8Q: 3 clusters Score -135069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -135096.703125 Penalty: 3452.332520
	Iteration 9Q: 3 clusters Score -135096.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -135125.453125 Penalty: 3452.332520
	Iteration 10Q: 3 clusters Score -135125.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -135162.078125 Penalty: 3452.332520
	Iteration 11Q: 3 clusters Score -135162.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -135186.781250 Penalty: 3452.332520
	Iteration 12Q: 3 clusters Score -135186.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -135205.171875 Penalty: 3452.332520
	Iteration 13Q: 3 clusters Score -135205.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -135222.187500 Penalty: 3452.332520
	Iteration 14Q: 3 clusters Score -135222.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -135252.359375 Penalty: 3452.332520
	Iteration 15Q: 3 clusters Score -135252.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -135281.359375 Penalty: 3452.332520
	Iteration 16Q: 3 clusters Score -135281.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -135308.343750 Penalty: 3452.332520
	Iteration 17Q: 3 clusters Score -135308.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -135340.843750 Penalty: 3452.332520
	Iteration 18Q: 3 clusters Score -135340.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -135366.421875 Penalty: 3452.332520
	Iteration 19Q: 3 clusters Score -135366.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -135386.296875 Penalty: 3452.332520
	Iteration 20F: 3 clusters Score -135386.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -135397.609375 Penalty: 3452.332520
	Iteration 21Q: 3 clusters Score -135397.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -135406.343750 Penalty: 3452.332520
	Iteration 22Q: 3 clusters Score -135406.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -135415.125000 Penalty: 3452.332520
	Iteration 23Q: 3 clusters Score -135415.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -135425.578125 Penalty: 3452.332520
	Iteration 24Q: 3 clusters Score -135425.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -135433.093750 Penalty: 3452.332520
	Iteration 25Q: 3 clusters Score -135433.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -135440.984375 Penalty: 3452.332520
	Iteration 26Q: 3 clusters Score -135441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -135443.671875 Penalty: 3452.332520
	Iteration 27Q: 3 clusters Score -135443.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -135446.234375 Penalty: 3452.332520
	Iteration 28Q: 3 clusters Score -135446.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -135448.687500 Penalty: 3452.332520
	Iteration 29Q: 3 clusters Score -135448.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -135451.906250 Penalty: 3452.332520
	Iteration 30Q: 3 clusters Score -135451.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -135451.906250 Penalty: 3452.332520
	Iteration 31F: 3 clusters Score -135451.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Entering Unmasked Estep 
Score: -548837.312500 Penalty: 2066.948975
	Iteration 0F: 2 clusters Score -548837.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -544814.500000 Penalty: 4133.897949
	Iteration 0F: 3 clusters Score -544814.5 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -545722.562500 Penalty: 4133.897949
	Iteration 1F: 3 clusters Score -545722.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -545965.750000 Penalty: 4133.897949
	Iteration 2F: 3 clusters Score -545965.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -546149.125000 Penalty: 4133.897949
	Iteration 3F: 3 clusters Score -546149.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -546267.437500 Penalty: 4133.897949
	Iteration 4Q: 3 clusters Score -546267.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -546361.750000 Penalty: 4133.897949
	Iteration 5Q: 3 clusters Score -546361.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -546435.562500 Penalty: 4133.897949
	Iteration 6Q: 3 clusters Score -546435.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -546501.812500 Penalty: 4133.897949
	Iteration 7Q: 3 clusters Score -546501.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -546566.062500 Penalty: 4133.897949
	Iteration 8Q: 3 clusters Score -546566.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -546626.437500 Penalty: 4133.897949
	Iteration 9Q: 3 clusters Score -546626.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -546678.625000 Penalty: 4133.897949
	Iteration 10Q: 3 clusters Score -546678.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -546736.187500 Penalty: 4133.897949
	Iteration 11Q: 3 clusters Score -546736.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -546795.125000 Penalty: 4133.897949
	Iteration 12Q: 3 clusters Score -546795.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -546842.562500 Penalty: 4133.897949
	Iteration 13Q: 3 clusters Score -546842.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -546887.125000 Penalty: 4133.897949
	Iteration 14Q: 3 clusters Score -546887.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -546924.375000 Penalty: 4133.897949
	Iteration 15Q: 3 clusters Score -546924.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -546956.187500 Penalty: 4133.897949
	Iteration 16Q: 3 clusters Score -546956.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -546989.437500 Penalty: 4133.897949
	Iteration 17Q: 3 clusters Score -546989.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -547018.062500 Penalty: 4133.897949
	Iteration 18Q: 3 clusters Score -547018.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -547041.312500 Penalty: 4133.897949
	Iteration 19Q: 3 clusters Score -547041.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -547063.750000 Penalty: 4133.897949
	Iteration 20F: 3 clusters Score -547063.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -547090.000000 Penalty: 4133.897949
	Iteration 21Q: 3 clusters Score -547090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -547112.625000 Penalty: 4133.897949
	Iteration 22Q: 3 clusters Score -547112.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -547134.937500 Penalty: 4133.897949
	Iteration 23Q: 3 clusters Score -547134.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -547149.000000 Penalty: 4133.897949
	Iteration 24Q: 3 clusters Score -547149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -547159.312500 Penalty: 4133.897949
	Iteration 25Q: 3 clusters Score -547159.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -547174.500000 Penalty: 4133.897949
	Iteration 26Q: 3 clusters Score -547174.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -547189.000000 Penalty: 4133.897949
	Iteration 27Q: 3 clusters Score -547189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -547195.375000 Penalty: 4133.897949
	Iteration 28Q: 3 clusters Score -547195.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -547200.687500 Penalty: 4133.897949
	Iteration 29Q: 3 clusters Score -547200.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -547206.562500 Penalty: 4133.897949
	Iteration 30Q: 3 clusters Score -547206.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -547211.000000 Penalty: 4133.897949
	Iteration 31Q: 3 clusters Score -547211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -547214.562500 Penalty: 4133.897949
	Iteration 32Q: 3 clusters Score -547214.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -547220.437500 Penalty: 4133.897949
	Iteration 33Q: 3 clusters Score -547220.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -547224.125000 Penalty: 4133.897949
	Iteration 34Q: 3 clusters Score -547224.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -547229.875000 Penalty: 4133.897949
	Iteration 35Q: 3 clusters Score -547229.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -547238.000000 Penalty: 4133.897949
	Iteration 36Q: 3 clusters Score -547238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -547242.500000 Penalty: 4133.897949
	Iteration 37Q: 3 clusters Score -547242.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -547253.500000 Penalty: 4133.897949
	Iteration 38Q: 3 clusters Score -547253.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -547263.437500 Penalty: 4133.897949
	Iteration 39Q: 3 clusters Score -547263.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -547270.625000 Penalty: 4133.897949
	Iteration 40F: 3 clusters Score -547270.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -547274.125000 Penalty: 4133.897949
	Iteration 41Q: 3 clusters Score -547274.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -547278.062500 Penalty: 4133.897949
	Iteration 42Q: 3 clusters Score -547278.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -547280.937500 Penalty: 4133.897949
	Iteration 43Q: 3 clusters Score -547280.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -547286.000000 Penalty: 4133.897949
	Iteration 44Q: 3 clusters Score -547286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -547292.000000 Penalty: 4133.897949
	Iteration 45Q: 3 clusters Score -547292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -547295.187500 Penalty: 4133.897949
	Iteration 46Q: 3 clusters Score -547295.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -547300.187500 Penalty: 4133.897949
	Iteration 47Q: 3 clusters Score -547300.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -547304.937500 Penalty: 4133.897949
	Iteration 48Q: 3 clusters Score -547304.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -547308.062500 Penalty: 4133.897949
	Iteration 49Q: 3 clusters Score -547308.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -547310.062500 Penalty: 4133.897949
	Iteration 50Q: 3 clusters Score -547310.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -547309.687500 Penalty: 4133.897949
	Iteration 51Q: 3 clusters Score -547309.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -547310.375000 Penalty: 4133.897949
	Iteration 52Q: 3 clusters Score -547310.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -547311.500000 Penalty: 4133.897949
	Iteration 53Q: 3 clusters Score -547311.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -547313.187500 Penalty: 4133.897949
	Iteration 54Q: 3 clusters Score -547313.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -547313.187500 Penalty: 4133.897949
	Iteration 55F: 3 clusters Score -547313.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (156256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156256 members 
Entering Unmasked Estep 
Score: -20754838.000000 Penalty: 2965.894287
	Iteration 0F: 2 clusters Score -2.075484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78001 members 
Mstep: Class 2 contains 78255 members 
Entering Unmasked Estep 
Score: -20651128.000000 Penalty: 5931.788574
	Iteration 0F: 3 clusters Score -2.065113e+07 nChanged 75189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77094 members 
Mstep: Class 2 contains 79162 members 
Entering Unmasked Estep 
Score: -20695078.000000 Penalty: 5931.788574
	Iteration 1F: 3 clusters Score -2.069508e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76607 members 
Mstep: Class 2 contains 79649 members 
Entering Unmasked Estep 
Score: -20695948.000000 Penalty: 5931.788574
	Iteration 2Q: 3 clusters Score -2.069595e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75920 members 
Mstep: Class 2 contains 80336 members 
Entering Unmasked Estep 
Score: -20697234.000000 Penalty: 5931.788574
	Iteration 3Q: 3 clusters Score -2.069723e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75036 members 
Mstep: Class 2 contains 81220 members 
Entering Unmasked Estep 
Score: -20698902.000000 Penalty: 5931.788574
	Iteration 4Q: 3 clusters Score -2.06989e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73804 members 
Mstep: Class 2 contains 82452 members 
Entering Unmasked Estep 
Score: -20700948.000000 Penalty: 5931.788574
	Iteration 5Q: 3 clusters Score -2.070095e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72071 members 
Mstep: Class 2 contains 84185 members 
Entering Unmasked Estep 
Score: -20703488.000000 Penalty: 5931.788574
	Iteration 6Q: 3 clusters Score -2.070349e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69648 members 
Mstep: Class 2 contains 86608 members 
Entering Unmasked Estep 
Score: -20706884.000000 Penalty: 5931.788574
	Iteration 7Q: 3 clusters Score -2.070688e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66315 members 
Mstep: Class 2 contains 89941 members 
Entering Unmasked Estep 
Score: -20710828.000000 Penalty: 5931.788574
	Iteration 8Q: 3 clusters Score -2.071083e+07 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62114 members 
Mstep: Class 2 contains 94142 members 
Entering Unmasked Estep 
Score: -20714864.000000 Penalty: 5931.788574
	Iteration 9F: 3 clusters Score -2.071486e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57218 members 
Mstep: Class 2 contains 99038 members 
Entering Unmasked Estep 
Score: -20718932.000000 Penalty: 5931.788574
	Iteration 10Q: 3 clusters Score -2.071893e+07 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 104344 members 
Entering Unmasked Estep 
Score: -20722886.000000 Penalty: 5931.788574
	Iteration 11Q: 3 clusters Score -2.072289e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 109757 members 
Entering Unmasked Estep 
Score: -20726594.000000 Penalty: 5931.788574
	Iteration 12Q: 3 clusters Score -2.072659e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 114926 members 
Entering Unmasked Estep 
Score: -20729986.000000 Penalty: 5931.788574
	Iteration 13Q: 3 clusters Score -2.072999e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 119815 members 
Entering Unmasked Estep 
Score: -20732766.000000 Penalty: 5931.788574
	Iteration 14Q: 3 clusters Score -2.073277e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 124243 members 
Entering Unmasked Estep 
Score: -20735574.000000 Penalty: 5931.788574
	Iteration 15Q: 3 clusters Score -2.073557e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 128168 members 
Entering Unmasked Estep 
Score: -20737652.000000 Penalty: 5931.788574
	Iteration 16Q: 3 clusters Score -2.073765e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 131710 members 
Entering Unmasked Estep 
Score: -20739612.000000 Penalty: 5931.788574
	Iteration 17Q: 3 clusters Score -2.073961e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 134992 members 
Entering Unmasked Estep 
Score: -20741332.000000 Penalty: 5931.788574
	Iteration 18Q: 3 clusters Score -2.074133e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 137992 members 
Entering Unmasked Estep 
Score: -20742798.000000 Penalty: 5931.788574
	Iteration 19Q: 3 clusters Score -2.07428e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 140778 members 
Entering Unmasked Estep 
Score: -20744382.000000 Penalty: 5931.788574
	Iteration 20F: 3 clusters Score -2.074438e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 143261 members 
Entering Unmasked Estep 
Score: -20745840.000000 Penalty: 5931.788574
	Iteration 21Q: 3 clusters Score -2.074584e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 145484 members 
Entering Unmasked Estep 
Score: -20747078.000000 Penalty: 5931.788574
	Iteration 22Q: 3 clusters Score -2.074708e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 147505 members 
Entering Unmasked Estep 
Score: -20748220.000000 Penalty: 5931.788574
	Iteration 23Q: 3 clusters Score -2.074822e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 149180 members 
Entering Unmasked Estep 
Score: -20749062.000000 Penalty: 5931.788574
	Iteration 24Q: 3 clusters Score -2.074906e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 150640 members 
Entering Unmasked Estep 
Score: -20749914.000000 Penalty: 5931.788574
	Iteration 25Q: 3 clusters Score -2.074991e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 151791 members 
Entering Unmasked Estep 
Score: -20750388.000000 Penalty: 5931.788574
	Iteration 26Q: 3 clusters Score -2.075039e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 152702 members 
Entering Unmasked Estep 
Score: -20750918.000000 Penalty: 5931.788574
	Iteration 27Q: 3 clusters Score -2.075092e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 153381 members 
Entering Unmasked Estep 
Score: -20751314.000000 Penalty: 5931.788574
	Iteration 28Q: 3 clusters Score -2.075131e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 153902 members 
Entering Unmasked Estep 
Score: -20751508.000000 Penalty: 5931.788574
	Iteration 29Q: 3 clusters Score -2.075151e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 154271 members 
Entering Unmasked Estep 
Score: -20751740.000000 Penalty: 5931.788574
	Iteration 30Q: 3 clusters Score -2.075174e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 154529 members 
Entering Unmasked Estep 
Score: -20751870.000000 Penalty: 5931.788574
	Iteration 31Q: 3 clusters Score -2.075187e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 154747 members 
Entering Unmasked Estep 
Score: -20751978.000000 Penalty: 5931.788574
	Iteration 32Q: 3 clusters Score -2.075198e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 154906 members 
Entering Unmasked Estep 
Score: -20752052.000000 Penalty: 5931.788574
	Iteration 33Q: 3 clusters Score -2.075205e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 155020 members 
Entering Unmasked Estep 
Score: -20752128.000000 Penalty: 5931.788574
	Iteration 34Q: 3 clusters Score -2.075213e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 155107 members 
Entering Unmasked Estep 
Score: -20752194.000000 Penalty: 5931.788574
	Iteration 35Q: 3 clusters Score -2.075219e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 155173 members 
Entering Unmasked Estep 
Score: -20752258.000000 Penalty: 5931.788574
	Iteration 36Q: 3 clusters Score -2.075226e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 155219 members 
Entering Unmasked Estep 
Score: -20752270.000000 Penalty: 5931.788574
	Iteration 37Q: 3 clusters Score -2.075227e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 155258 members 
Entering Unmasked Estep 
Score: -20752290.000000 Penalty: 5931.788574
	Iteration 38Q: 3 clusters Score -2.075229e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 155293 members 
Entering Unmasked Estep 
Score: -20752318.000000 Penalty: 5931.788574
	Iteration 39Q: 3 clusters Score -2.075232e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 155321 members 
Entering Unmasked Estep 
Score: -20752362.000000 Penalty: 5931.788574
	Iteration 40F: 3 clusters Score -2.075236e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 155341 members 
Entering Unmasked Estep 
Score: -20752354.000000 Penalty: 5931.788574
	Iteration 41Q: 3 clusters Score -2.075235e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 155358 members 
Entering Unmasked Estep 
Score: -20752346.000000 Penalty: 5931.788574
	Iteration 42Q: 3 clusters Score -2.075235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 155368 members 
Entering Unmasked Estep 
Score: -20752360.000000 Penalty: 5931.788574
	Iteration 43Q: 3 clusters Score -2.075236e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 155379 members 
Entering Unmasked Estep 
Score: -20752360.000000 Penalty: 5931.788574
	Iteration 44Q: 3 clusters Score -2.075236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 155384 members 
Entering Unmasked Estep 
Score: -20752366.000000 Penalty: 5931.788574
	Iteration 45Q: 3 clusters Score -2.075237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 155390 members 
Entering Unmasked Estep 
Score: -20752360.000000 Penalty: 5931.788574
	Iteration 46Q: 3 clusters Score -2.075236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 155396 members 
Entering Unmasked Estep 
Score: -20752372.000000 Penalty: 5931.788574
	Iteration 47Q: 3 clusters Score -2.075237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 155398 members 
Entering Unmasked Estep 
Score: -20752368.000000 Penalty: 5931.788574
	Iteration 48Q: 3 clusters Score -2.075237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 155400 members 
Entering Unmasked Estep 
Score: -20752370.000000 Penalty: 5931.788574
	Iteration 49Q: 3 clusters Score -2.075237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 155400 members 
Entering Unmasked Estep 
Score: -20752376.000000 Penalty: 5931.788574
	Iteration 50Q: 3 clusters Score -2.075238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 155402 members 
Entering Unmasked Estep 
Score: -20752368.000000 Penalty: 5931.788574
	Iteration 51Q: 3 clusters Score -2.075237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 155403 members 
Entering Unmasked Estep 
Score: -20752366.000000 Penalty: 5931.788574
	Iteration 52Q: 3 clusters Score -2.075237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 155404 members 
Entering Unmasked Estep 
Score: -20752366.000000 Penalty: 5931.788574
	Iteration 53Q: 3 clusters Score -2.075237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 155403 members 
Entering Unmasked Estep 
Score: -20752372.000000 Penalty: 5931.788574
	Iteration 54Q: 3 clusters Score -2.075237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 155404 members 
Entering Unmasked Estep 
Score: -20752370.000000 Penalty: 5931.788574
	Iteration 55Q: 3 clusters Score -2.075237e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 155404 members 
Entering Unmasked Estep 
Score: -20752370.000000 Penalty: 5931.788574
	Iteration 56F: 3 clusters Score -2.075237e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (68175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68175 members 
Entering Unmasked Estep 
Score: -9173324.000000 Penalty: 2760.198730
	Iteration 0F: 2 clusters Score -9173324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -9127668.000000 Penalty: 5520.397461
	Iteration 0F: 3 clusters Score -9127668 nChanged 31850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -9145887.000000 Penalty: 5520.397461
	Iteration 1F: 3 clusters Score -9145887 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -9146905.000000 Penalty: 5520.397461
	Iteration 2Q: 3 clusters Score -9146905 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -9148413.000000 Penalty: 5520.397461
	Iteration 3Q: 3 clusters Score -9148413 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -9150630.000000 Penalty: 5520.397461
	Iteration 4F: 3 clusters Score -9150630 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -9153567.000000 Penalty: 5520.397461
	Iteration 5F: 3 clusters Score -9153567 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -9157277.000000 Penalty: 5520.397461
	Iteration 6F: 3 clusters Score -9157277 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 50125 members 
Entering Unmasked Estep 
Score: -9161200.000000 Penalty: 5520.397461
	Iteration 7F: 3 clusters Score -9161200 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -9164611.000000 Penalty: 5520.397461
	Iteration 8F: 3 clusters Score -9164611 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 54726 members 
Entering Unmasked Estep 
Score: -9166690.000000 Penalty: 5520.397461
	Iteration 9Q: 3 clusters Score -9166690 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 55937 members 
Entering Unmasked Estep 
Score: -9167690.000000 Penalty: 5520.397461
	Iteration 10Q: 3 clusters Score -9167690 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 56878 members 
Entering Unmasked Estep 
Score: -9168244.000000 Penalty: 5520.397461
	Iteration 11Q: 3 clusters Score -9168244 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 57665 members 
Entering Unmasked Estep 
Score: -9168623.000000 Penalty: 5520.397461
	Iteration 12Q: 3 clusters Score -9168623 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 58383 members 
Entering Unmasked Estep 
Score: -9168924.000000 Penalty: 5520.397461
	Iteration 13Q: 3 clusters Score -9168924 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -9169193.000000 Penalty: 5520.397461
	Iteration 14Q: 3 clusters Score -9169193 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 59719 members 
Entering Unmasked Estep 
Score: -9169424.000000 Penalty: 5520.397461
	Iteration 15Q: 3 clusters Score -9169424 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
Score: -9169633.000000 Penalty: 5520.397461
	Iteration 16Q: 3 clusters Score -9169633 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 60844 members 
Entering Unmasked Estep 
Score: -9169800.000000 Penalty: 5520.397461
	Iteration 17Q: 3 clusters Score -9169800 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 61360 members 
Entering Unmasked Estep 
Score: -9169929.000000 Penalty: 5520.397461
	Iteration 18Q: 3 clusters Score -9169929 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 61810 members 
Entering Unmasked Estep 
Score: -9170126.000000 Penalty: 5520.397461
	Iteration 19Q: 3 clusters Score -9170126 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 62240 members 
Entering Unmasked Estep 
Score: -9170289.000000 Penalty: 5520.397461
	Iteration 20F: 3 clusters Score -9170289 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
Score: -9170444.000000 Penalty: 5520.397461
	Iteration 21Q: 3 clusters Score -9170444 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 63017 members 
Entering Unmasked Estep 
Score: -9170549.000000 Penalty: 5520.397461
	Iteration 22Q: 3 clusters Score -9170549 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -9170626.000000 Penalty: 5520.397461
	Iteration 23Q: 3 clusters Score -9170626 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 63661 members 
Entering Unmasked Estep 
Score: -9170693.000000 Penalty: 5520.397461
	Iteration 24Q: 3 clusters Score -9170693 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 63934 members 
Entering Unmasked Estep 
Score: -9170785.000000 Penalty: 5520.397461
	Iteration 25Q: 3 clusters Score -9170785 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 64174 members 
Entering Unmasked Estep 
Score: -9170835.000000 Penalty: 5520.397461
	Iteration 26Q: 3 clusters Score -9170835 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 64378 members 
Entering Unmasked Estep 
Score: -9170918.000000 Penalty: 5520.397461
	Iteration 27Q: 3 clusters Score -9170918 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 64563 members 
Entering Unmasked Estep 
Score: -9170954.000000 Penalty: 5520.397461
	Iteration 28Q: 3 clusters Score -9170954 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 64730 members 
Entering Unmasked Estep 
Score: -9170969.000000 Penalty: 5520.397461
	Iteration 29Q: 3 clusters Score -9170969 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -9171025.000000 Penalty: 5520.397461
	Iteration 30Q: 3 clusters Score -9171025 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 65024 members 
Entering Unmasked Estep 
Score: -9171112.000000 Penalty: 5520.397461
	Iteration 31Q: 3 clusters Score -9171112 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 65152 members 
Entering Unmasked Estep 
Score: -9171130.000000 Penalty: 5520.397461
	Iteration 32Q: 3 clusters Score -9171130 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 65261 members 
Entering Unmasked Estep 
Score: -9171162.000000 Penalty: 5520.397461
	Iteration 33Q: 3 clusters Score -9171162 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 65371 members 
Entering Unmasked Estep 
Score: -9171170.000000 Penalty: 5520.397461
	Iteration 34Q: 3 clusters Score -9171170 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -9171194.000000 Penalty: 5520.397461
	Iteration 35Q: 3 clusters Score -9171194 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 65567 members 
Entering Unmasked Estep 
Score: -9171211.000000 Penalty: 5520.397461
	Iteration 36Q: 3 clusters Score -9171211 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 65645 members 
Entering Unmasked Estep 
Score: -9171219.000000 Penalty: 5520.397461
	Iteration 37Q: 3 clusters Score -9171219 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 65715 members 
Entering Unmasked Estep 
Score: -9171247.000000 Penalty: 5520.397461
	Iteration 38Q: 3 clusters Score -9171247 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 65771 members 
Entering Unmasked Estep 
Score: -9171273.000000 Penalty: 5520.397461
	Iteration 39Q: 3 clusters Score -9171273 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 65818 members 
Entering Unmasked Estep 
Score: -9171278.000000 Penalty: 5520.397461
	Iteration 40F: 3 clusters Score -9171278 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
Score: -9171293.000000 Penalty: 5520.397461
	Iteration 41Q: 3 clusters Score -9171293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 65902 members 
Entering Unmasked Estep 
Score: -9171311.000000 Penalty: 5520.397461
	Iteration 42Q: 3 clusters Score -9171311 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 65944 members 
Entering Unmasked Estep 
Score: -9171325.000000 Penalty: 5520.397461
	Iteration 43Q: 3 clusters Score -9171325 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 65978 members 
Entering Unmasked Estep 
Score: -9171332.000000 Penalty: 5520.397461
	Iteration 44Q: 3 clusters Score -9171332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -9171334.000000 Penalty: 5520.397461
	Iteration 45Q: 3 clusters Score -9171334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 66042 members 
Entering Unmasked Estep 
Score: -9171318.000000 Penalty: 5520.397461
	Iteration 46Q: 3 clusters Score -9171318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 66067 members 
Entering Unmasked Estep 
Score: -9171331.000000 Penalty: 5520.397461
	Iteration 47Q: 3 clusters Score -9171331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 66091 members 
Entering Unmasked Estep 
Score: -9171339.000000 Penalty: 5520.397461
	Iteration 48Q: 3 clusters Score -9171339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 66112 members 
Entering Unmasked Estep 
Score: -9171337.000000 Penalty: 5520.397461
	Iteration 49Q: 3 clusters Score -9171337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 66129 members 
Entering Unmasked Estep 
Score: -9171336.000000 Penalty: 5520.397461
	Iteration 50Q: 3 clusters Score -9171336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 66138 members 
Entering Unmasked Estep 
Score: -9171337.000000 Penalty: 5520.397461
	Iteration 51Q: 3 clusters Score -9171337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 66142 members 
Entering Unmasked Estep 
Score: -9171345.000000 Penalty: 5520.397461
	Iteration 52Q: 3 clusters Score -9171345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -9171345.000000 Penalty: 5520.397461
	Iteration 53Q: 3 clusters Score -9171345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 66154 members 
Entering Unmasked Estep 
Score: -9171334.000000 Penalty: 5520.397461
	Iteration 54Q: 3 clusters Score -9171334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 66158 members 
Entering Unmasked Estep 
Score: -9171338.000000 Penalty: 5520.397461
	Iteration 55Q: 3 clusters Score -9171338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 66160 members 
Entering Unmasked Estep 
Score: -9171342.000000 Penalty: 5520.397461
	Iteration 56Q: 3 clusters Score -9171342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 66165 members 
Entering Unmasked Estep 
Score: -9171336.000000 Penalty: 5520.397461
	Iteration 57Q: 3 clusters Score -9171336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 66169 members 
Entering Unmasked Estep 
Score: -9171341.000000 Penalty: 5520.397461
	Iteration 58Q: 3 clusters Score -9171341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 66175 members 
Entering Unmasked Estep 
Score: -9171347.000000 Penalty: 5520.397461
	Iteration 59Q: 3 clusters Score -9171347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 66182 members 
Entering Unmasked Estep 
Score: -9171337.000000 Penalty: 5520.397461
	Iteration 60F: 3 clusters Score -9171337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 66188 members 
Entering Unmasked Estep 
Score: -9171339.000000 Penalty: 5520.397461
	Iteration 61Q: 3 clusters Score -9171339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 66193 members 
Entering Unmasked Estep 
Score: -9171344.000000 Penalty: 5520.397461
	Iteration 62Q: 3 clusters Score -9171344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 66198 members 
Entering Unmasked Estep 
Score: -9171336.000000 Penalty: 5520.397461
	Iteration 63Q: 3 clusters Score -9171336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 66200 members 
Entering Unmasked Estep 
Score: -9171333.000000 Penalty: 5520.397461
	Iteration 64Q: 3 clusters Score -9171333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 66204 members 
Entering Unmasked Estep 
Score: -9171339.000000 Penalty: 5520.397461
	Iteration 65Q: 3 clusters Score -9171339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 66210 members 
Entering Unmasked Estep 
Score: -9171347.000000 Penalty: 5520.397461
	Iteration 66Q: 3 clusters Score -9171347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 66214 members 
Entering Unmasked Estep 
Score: -9171348.000000 Penalty: 5520.397461
	Iteration 67Q: 3 clusters Score -9171348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 66222 members 
Entering Unmasked Estep 
Score: -9171343.000000 Penalty: 5520.397461
	Iteration 68Q: 3 clusters Score -9171343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 66231 members 
Entering Unmasked Estep 
Score: -9171338.000000 Penalty: 5520.397461
	Iteration 69Q: 3 clusters Score -9171338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
Score: -9171352.000000 Penalty: 5520.397461
	Iteration 70Q: 3 clusters Score -9171352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 66238 members 
Entering Unmasked Estep 
Score: -9171349.000000 Penalty: 5520.397461
	Iteration 71Q: 3 clusters Score -9171349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 66241 members 
Entering Unmasked Estep 
Score: -9171350.000000 Penalty: 5520.397461
	Iteration 72Q: 3 clusters Score -9171350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 66243 members 
Entering Unmasked Estep 
Score: -9171350.000000 Penalty: 5520.397461
	Iteration 73Q: 3 clusters Score -9171350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 66246 members 
Entering Unmasked Estep 
Score: -9171349.000000 Penalty: 5520.397461
	Iteration 74Q: 3 clusters Score -9171349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -9171341.000000 Penalty: 5520.397461
	Iteration 75Q: 3 clusters Score -9171341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 66256 members 
Entering Unmasked Estep 
Score: -9171342.000000 Penalty: 5520.397461
	Iteration 76Q: 3 clusters Score -9171342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 66256 members 
Entering Unmasked Estep 
Score: -9171342.000000 Penalty: 5520.397461
	Iteration 77F: 3 clusters Score -9171342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (160383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160383 members 
Entering Unmasked Estep 
Score: -21268080.000000 Penalty: 2972.359375
	Iteration 0F: 2 clusters Score -2.126808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80097 members 
Mstep: Class 2 contains 80286 members 
Entering Unmasked Estep 
Score: -21162628.000000 Penalty: 5944.718750
	Iteration 0F: 3 clusters Score -2.116263e+07 nChanged 76637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77838 members 
Mstep: Class 2 contains 82545 members 
Entering Unmasked Estep 
Score: -21207098.000000 Penalty: 5944.718750
	Iteration 1F: 3 clusters Score -2.12071e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76325 members 
Mstep: Class 2 contains 84058 members 
Entering Unmasked Estep 
Score: -21207878.000000 Penalty: 5944.718750
	Iteration 2Q: 3 clusters Score -2.120788e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74067 members 
Mstep: Class 2 contains 86316 members 
Entering Unmasked Estep 
Score: -21208966.000000 Penalty: 5944.718750
	Iteration 3Q: 3 clusters Score -2.120897e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70840 members 
Mstep: Class 2 contains 89543 members 
Entering Unmasked Estep 
Score: -21210432.000000 Penalty: 5944.718750
	Iteration 4Q: 3 clusters Score -2.121043e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66037 members 
Mstep: Class 2 contains 94346 members 
Entering Unmasked Estep 
Score: -21212572.000000 Penalty: 5944.718750
	Iteration 5Q: 3 clusters Score -2.121257e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 101277 members 
Entering Unmasked Estep 
Score: -21216676.000000 Penalty: 5944.718750
	Iteration 6Q: 3 clusters Score -2.121668e+07 nChanged 10118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 110657 members 
Entering Unmasked Estep 
Score: -21223024.000000 Penalty: 5944.718750
	Iteration 7F: 3 clusters Score -2.122302e+07 nChanged 11758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 121841 members 
Entering Unmasked Estep 
Score: -21232110.000000 Penalty: 5944.718750
	Iteration 8F: 3 clusters Score -2.123211e+07 nChanged 11500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 132907 members 
Entering Unmasked Estep 
Score: -21242230.000000 Penalty: 5944.718750
	Iteration 9F: 3 clusters Score -2.124223e+07 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 141870 members 
Entering Unmasked Estep 
Score: -21250646.000000 Penalty: 5944.718750
	Iteration 10F: 3 clusters Score -2.125065e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 147965 members 
Entering Unmasked Estep 
Score: -21256906.000000 Penalty: 5944.718750
	Iteration 11Q: 3 clusters Score -2.125691e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 151736 members 
Entering Unmasked Estep 
Score: -21260424.000000 Penalty: 5944.718750
	Iteration 12Q: 3 clusters Score -2.126042e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 154021 members 
Entering Unmasked Estep 
Score: -21262540.000000 Penalty: 5944.718750
	Iteration 13Q: 3 clusters Score -2.126254e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 155452 members 
Entering Unmasked Estep 
Score: -21263692.000000 Penalty: 5944.718750
	Iteration 14Q: 3 clusters Score -2.126369e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 156398 members 
Entering Unmasked Estep 
Score: -21264580.000000 Penalty: 5944.718750
	Iteration 15Q: 3 clusters Score -2.126458e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 157030 members 
Entering Unmasked Estep 
Score: -21264972.000000 Penalty: 5944.718750
	Iteration 16Q: 3 clusters Score -2.126497e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 157482 members 
Entering Unmasked Estep 
Score: -21265216.000000 Penalty: 5944.718750
	Iteration 17Q: 3 clusters Score -2.126522e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 157830 members 
Entering Unmasked Estep 
Score: -21265364.000000 Penalty: 5944.718750
	Iteration 18Q: 3 clusters Score -2.126536e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 158088 members 
Entering Unmasked Estep 
Score: -21265482.000000 Penalty: 5944.718750
	Iteration 19Q: 3 clusters Score -2.126548e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 158265 members 
Entering Unmasked Estep 
Score: -21265546.000000 Penalty: 5944.718750
	Iteration 20F: 3 clusters Score -2.126555e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 158414 members 
Entering Unmasked Estep 
Score: -21265588.000000 Penalty: 5944.718750
	Iteration 21Q: 3 clusters Score -2.126559e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 158541 members 
Entering Unmasked Estep 
Score: -21265612.000000 Penalty: 5944.718750
	Iteration 22Q: 3 clusters Score -2.126561e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 158658 members 
Entering Unmasked Estep 
Score: -21265630.000000 Penalty: 5944.718750
	Iteration 23Q: 3 clusters Score -2.126563e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 158750 members 
Entering Unmasked Estep 
Score: -21265628.000000 Penalty: 5944.718750
	Iteration 24Q: 3 clusters Score -2.126563e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 158834 members 
Entering Unmasked Estep 
Score: -21265626.000000 Penalty: 5944.718750
	Iteration 25Q: 3 clusters Score -2.126563e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 158891 members 
Entering Unmasked Estep 
Score: -21265642.000000 Penalty: 5944.718750
	Iteration 26Q: 3 clusters Score -2.126564e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 158947 members 
Entering Unmasked Estep 
Score: -21265658.000000 Penalty: 5944.718750
	Iteration 27Q: 3 clusters Score -2.126566e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 159000 members 
Entering Unmasked Estep 
Score: -21265654.000000 Penalty: 5944.718750
	Iteration 28Q: 3 clusters Score -2.126565e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 159048 members 
Entering Unmasked Estep 
Score: -21265660.000000 Penalty: 5944.718750
	Iteration 29Q: 3 clusters Score -2.126566e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 159083 members 
Entering Unmasked Estep 
Score: -21265676.000000 Penalty: 5944.718750
	Iteration 30Q: 3 clusters Score -2.126568e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 159116 members 
Entering Unmasked Estep 
Score: -21265678.000000 Penalty: 5944.718750
	Iteration 31Q: 3 clusters Score -2.126568e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 159143 members 
Entering Unmasked Estep 
Score: -21265664.000000 Penalty: 5944.718750
	Iteration 32Q: 3 clusters Score -2.126566e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 159168 members 
Entering Unmasked Estep 
Score: -21265670.000000 Penalty: 5944.718750
	Iteration 33Q: 3 clusters Score -2.126567e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 159186 members 
Entering Unmasked Estep 
Score: -21265672.000000 Penalty: 5944.718750
	Iteration 34Q: 3 clusters Score -2.126567e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 159210 members 
Entering Unmasked Estep 
Score: -21265694.000000 Penalty: 5944.718750
	Iteration 35Q: 3 clusters Score -2.126569e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 159234 members 
Entering Unmasked Estep 
Score: -21265702.000000 Penalty: 5944.718750
	Iteration 36Q: 3 clusters Score -2.12657e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 159263 members 
Entering Unmasked Estep 
Score: -21265696.000000 Penalty: 5944.718750
	Iteration 37Q: 3 clusters Score -2.12657e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 159286 members 
Entering Unmasked Estep 
Score: -21265690.000000 Penalty: 5944.718750
	Iteration 38Q: 3 clusters Score -2.126569e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 159305 members 
Entering Unmasked Estep 
Score: -21265702.000000 Penalty: 5944.718750
	Iteration 39Q: 3 clusters Score -2.12657e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 159323 members 
Entering Unmasked Estep 
Score: -21265698.000000 Penalty: 5944.718750
	Iteration 40F: 3 clusters Score -2.12657e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 159333 members 
Entering Unmasked Estep 
Score: -21265726.000000 Penalty: 5944.718750
	Iteration 41Q: 3 clusters Score -2.126573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 159340 members 
Entering Unmasked Estep 
Score: -21265712.000000 Penalty: 5944.718750
	Iteration 42Q: 3 clusters Score -2.126571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 159348 members 
Entering Unmasked Estep 
Score: -21265724.000000 Penalty: 5944.718750
	Iteration 43Q: 3 clusters Score -2.126572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 159356 members 
Entering Unmasked Estep 
Score: -21265738.000000 Penalty: 5944.718750
	Iteration 44Q: 3 clusters Score -2.126574e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 159366 members 
Entering Unmasked Estep 
Score: -21265730.000000 Penalty: 5944.718750
	Iteration 45Q: 3 clusters Score -2.126573e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 159379 members 
Entering Unmasked Estep 
Score: -21265730.000000 Penalty: 5944.718750
	Iteration 46Q: 3 clusters Score -2.126573e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 159392 members 
Entering Unmasked Estep 
Score: -21265722.000000 Penalty: 5944.718750
	Iteration 47Q: 3 clusters Score -2.126572e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 159404 members 
Entering Unmasked Estep 
Score: -21265722.000000 Penalty: 5944.718750
	Iteration 48Q: 3 clusters Score -2.126572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 159413 members 
Entering Unmasked Estep 
Score: -21265720.000000 Penalty: 5944.718750
	Iteration 49Q: 3 clusters Score -2.126572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 159422 members 
Entering Unmasked Estep 
Score: -21265714.000000 Penalty: 5944.718750
	Iteration 50Q: 3 clusters Score -2.126571e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 159429 members 
Entering Unmasked Estep 
Score: -21265712.000000 Penalty: 5944.718750
	Iteration 51Q: 3 clusters Score -2.126571e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 159438 members 
Entering Unmasked Estep 
Score: -21265726.000000 Penalty: 5944.718750
	Iteration 52Q: 3 clusters Score -2.126573e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 159454 members 
Entering Unmasked Estep 
Score: -21265740.000000 Penalty: 5944.718750
	Iteration 53Q: 3 clusters Score -2.126574e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 159470 members 
Entering Unmasked Estep 
Score: -21265756.000000 Penalty: 5944.718750
	Iteration 54Q: 3 clusters Score -2.126576e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 159486 members 
Entering Unmasked Estep 
Score: -21265760.000000 Penalty: 5944.718750
	Iteration 55Q: 3 clusters Score -2.126576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 159494 members 
Entering Unmasked Estep 
Score: -21265764.000000 Penalty: 5944.718750
	Iteration 56Q: 3 clusters Score -2.126576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 159503 members 
Entering Unmasked Estep 
Score: -21265754.000000 Penalty: 5944.718750
	Iteration 57Q: 3 clusters Score -2.126575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 159513 members 
Entering Unmasked Estep 
Score: -21265742.000000 Penalty: 5944.718750
	Iteration 58Q: 3 clusters Score -2.126574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 159522 members 
Entering Unmasked Estep 
Score: -21265750.000000 Penalty: 5944.718750
	Iteration 59Q: 3 clusters Score -2.126575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 159527 members 
Entering Unmasked Estep 
Score: -21265734.000000 Penalty: 5944.718750
	Iteration 60F: 3 clusters Score -2.126573e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 159533 members 
Entering Unmasked Estep 
Score: -21265746.000000 Penalty: 5944.718750
	Iteration 61Q: 3 clusters Score -2.126575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 159536 members 
Entering Unmasked Estep 
Score: -21265748.000000 Penalty: 5944.718750
	Iteration 62Q: 3 clusters Score -2.126575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 159537 members 
Entering Unmasked Estep 
Score: -21265748.000000 Penalty: 5944.718750
	Iteration 63Q: 3 clusters Score -2.126575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 159539 members 
Entering Unmasked Estep 
Score: -21265746.000000 Penalty: 5944.718750
	Iteration 64Q: 3 clusters Score -2.126575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 159539 members 
Entering Unmasked Estep 
Score: -21265742.000000 Penalty: 5944.718750
	Iteration 65Q: 3 clusters Score -2.126574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 159539 members 
Entering Unmasked Estep 
Score: -21265742.000000 Penalty: 5944.718750
	Iteration 66F: 3 clusters Score -2.126574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (88000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88000 members 
Entering Unmasked Estep 
Score: -11411380.000000 Penalty: 2823.502686
	Iteration 0F: 2 clusters Score -1.141138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -11352565.000000 Penalty: 5647.005371
	Iteration 0F: 3 clusters Score -1.135256e+07 nChanged 41427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 47816 members 
Entering Unmasked Estep 
Score: -11376156.000000 Penalty: 5647.005371
	Iteration 1F: 3 clusters Score -1.137616e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -11377657.000000 Penalty: 5647.005371
	Iteration 2Q: 3 clusters Score -1.137766e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 54444 members 
Entering Unmasked Estep 
Score: -11380331.000000 Penalty: 5647.005371
	Iteration 3F: 3 clusters Score -1.138033e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 60209 members 
Entering Unmasked Estep 
Score: -11385140.000000 Penalty: 5647.005371
	Iteration 4F: 3 clusters Score -1.138514e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 67167 members 
Entering Unmasked Estep 
Score: -11391785.000000 Penalty: 5647.005371
	Iteration 5F: 3 clusters Score -1.139178e+07 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 73708 members 
Entering Unmasked Estep 
Score: -11398141.000000 Penalty: 5647.005371
	Iteration 6F: 3 clusters Score -1.139814e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 78652 members 
Entering Unmasked Estep 
Score: -11402611.000000 Penalty: 5647.005371
	Iteration 7F: 3 clusters Score -1.140261e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 81956 members 
Entering Unmasked Estep 
Score: -11405334.000000 Penalty: 5647.005371
	Iteration 8Q: 3 clusters Score -1.140533e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 84083 members 
Entering Unmasked Estep 
Score: -11406911.000000 Penalty: 5647.005371
	Iteration 9Q: 3 clusters Score -1.140691e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 85420 members 
Entering Unmasked Estep 
Score: -11407826.000000 Penalty: 5647.005371
	Iteration 10Q: 3 clusters Score -1.140783e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 86212 members 
Entering Unmasked Estep 
Score: -11408299.000000 Penalty: 5647.005371
	Iteration 11Q: 3 clusters Score -1.14083e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 86681 members 
Entering Unmasked Estep 
Score: -11408591.000000 Penalty: 5647.005371
	Iteration 12Q: 3 clusters Score -1.140859e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 86943 members 
Entering Unmasked Estep 
Score: -11408734.000000 Penalty: 5647.005371
	Iteration 13Q: 3 clusters Score -1.140873e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 87085 members 
Entering Unmasked Estep 
Score: -11408817.000000 Penalty: 5647.005371
	Iteration 14Q: 3 clusters Score -1.140882e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 87175 members 
Entering Unmasked Estep 
Score: -11408873.000000 Penalty: 5647.005371
	Iteration 15Q: 3 clusters Score -1.140887e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 87222 members 
Entering Unmasked Estep 
Score: -11408902.000000 Penalty: 5647.005371
	Iteration 16Q: 3 clusters Score -1.14089e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -11408920.000000 Penalty: 5647.005371
	Iteration 17Q: 3 clusters Score -1.140892e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 87276 members 
Entering Unmasked Estep 
Score: -11408939.000000 Penalty: 5647.005371
	Iteration 18Q: 3 clusters Score -1.140894e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 87299 members 
Entering Unmasked Estep 
Score: -11408948.000000 Penalty: 5647.005371
	Iteration 19Q: 3 clusters Score -1.140895e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 87312 members 
Entering Unmasked Estep 
Score: -11408947.000000 Penalty: 5647.005371
	Iteration 20F: 3 clusters Score -1.140895e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 87321 members 
Entering Unmasked Estep 
Score: -11408943.000000 Penalty: 5647.005371
	Iteration 21Q: 3 clusters Score -1.140894e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 87332 members 
Entering Unmasked Estep 
Score: -11408957.000000 Penalty: 5647.005371
	Iteration 22Q: 3 clusters Score -1.140896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 87335 members 
Entering Unmasked Estep 
Score: -11408963.000000 Penalty: 5647.005371
	Iteration 23Q: 3 clusters Score -1.140896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 87339 members 
Entering Unmasked Estep 
Score: -11408973.000000 Penalty: 5647.005371
	Iteration 24Q: 3 clusters Score -1.140897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 87342 members 
Entering Unmasked Estep 
Score: -11408978.000000 Penalty: 5647.005371
	Iteration 25Q: 3 clusters Score -1.140898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 87347 members 
Entering Unmasked Estep 
Score: -11408977.000000 Penalty: 5647.005371
	Iteration 26Q: 3 clusters Score -1.140898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 87349 members 
Entering Unmasked Estep 
Score: -11408978.000000 Penalty: 5647.005371
	Iteration 27Q: 3 clusters Score -1.140898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 87354 members 
Entering Unmasked Estep 
Score: -11408991.000000 Penalty: 5647.005371
	Iteration 28Q: 3 clusters Score -1.140899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 87360 members 
Entering Unmasked Estep 
Score: -11408995.000000 Penalty: 5647.005371
	Iteration 29Q: 3 clusters Score -1.1409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 87364 members 
Entering Unmasked Estep 
Score: -11409003.000000 Penalty: 5647.005371
	Iteration 30Q: 3 clusters Score -1.1409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 87368 members 
Entering Unmasked Estep 
Score: -11408988.000000 Penalty: 5647.005371
	Iteration 31Q: 3 clusters Score -1.140899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 87372 members 
Entering Unmasked Estep 
Score: -11408997.000000 Penalty: 5647.005371
	Iteration 32Q: 3 clusters Score -1.1409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 87375 members 
Entering Unmasked Estep 
Score: -11409006.000000 Penalty: 5647.005371
	Iteration 33Q: 3 clusters Score -1.140901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 87376 members 
Entering Unmasked Estep 
Score: -11409010.000000 Penalty: 5647.005371
	Iteration 34Q: 3 clusters Score -1.140901e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 87376 members 
Entering Unmasked Estep 
Score: -11409013.000000 Penalty: 5647.005371
	Iteration 35Q: 3 clusters Score -1.140901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 87380 members 
Entering Unmasked Estep 
Score: -11409002.000000 Penalty: 5647.005371
	Iteration 36Q: 3 clusters Score -1.1409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 87382 members 
Entering Unmasked Estep 
Score: -11409002.000000 Penalty: 5647.005371
	Iteration 37Q: 3 clusters Score -1.1409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 87381 members 
Entering Unmasked Estep 
Score: -11409001.000000 Penalty: 5647.005371
	Iteration 38Q: 3 clusters Score -1.1409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 87382 members 
Entering Unmasked Estep 
Score: -11408999.000000 Penalty: 5647.005371
	Iteration 39Q: 3 clusters Score -1.1409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 87383 members 
Entering Unmasked Estep 
Score: -11409010.000000 Penalty: 5647.005371
	Iteration 40F: 3 clusters Score -1.140901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 87382 members 
Entering Unmasked Estep 
Score: -11409009.000000 Penalty: 5647.005371
	Iteration 41Q: 3 clusters Score -1.140901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 87382 members 
Entering Unmasked Estep 
Score: -11409009.000000 Penalty: 5647.005371
	Iteration 42F: 3 clusters Score -1.140901e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -387253.437500 Penalty: 1977.598877
	Iteration 0F: 2 clusters Score -387253.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -384043.375000 Penalty: 3955.197754
	Iteration 0F: 3 clusters Score -384043.4 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -384718.468750 Penalty: 3955.197754
	Iteration 1F: 3 clusters Score -384718.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -384869.531250 Penalty: 3955.197754
	Iteration 2F: 3 clusters Score -384869.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -384956.156250 Penalty: 3955.197754
	Iteration 3Q: 3 clusters Score -384956.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -385011.343750 Penalty: 3955.197754
	Iteration 4Q: 3 clusters Score -385011.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -385057.218750 Penalty: 3955.197754
	Iteration 5Q: 3 clusters Score -385057.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -385099.750000 Penalty: 3955.197754
	Iteration 6Q: 3 clusters Score -385099.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -385133.781250 Penalty: 3955.197754
	Iteration 7Q: 3 clusters Score -385133.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -385161.718750 Penalty: 3955.197754
	Iteration 8Q: 3 clusters Score -385161.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -385181.781250 Penalty: 3955.197754
	Iteration 9Q: 3 clusters Score -385181.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -385201.531250 Penalty: 3955.197754
	Iteration 10Q: 3 clusters Score -385201.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -385222.062500 Penalty: 3955.197754
	Iteration 11Q: 3 clusters Score -385222.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -385250.718750 Penalty: 3955.197754
	Iteration 12Q: 3 clusters Score -385250.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -385274.156250 Penalty: 3955.197754
	Iteration 13Q: 3 clusters Score -385274.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -385314.500000 Penalty: 3955.197754
	Iteration 14Q: 3 clusters Score -385314.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -385346.218750 Penalty: 3955.197754
	Iteration 15Q: 3 clusters Score -385346.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -385378.031250 Penalty: 3955.197754
	Iteration 16Q: 3 clusters Score -385378 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -385413.281250 Penalty: 3955.197754
	Iteration 17Q: 3 clusters Score -385413.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -385456.437500 Penalty: 3955.197754
	Iteration 18Q: 3 clusters Score -385456.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -385497.250000 Penalty: 3955.197754
	Iteration 19Q: 3 clusters Score -385497.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -385541.750000 Penalty: 3955.197754
	Iteration 20F: 3 clusters Score -385541.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -385592.843750 Penalty: 3955.197754
	Iteration 21Q: 3 clusters Score -385592.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -385636.281250 Penalty: 3955.197754
	Iteration 22Q: 3 clusters Score -385636.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -385683.437500 Penalty: 3955.197754
	Iteration 23Q: 3 clusters Score -385683.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -385744.718750 Penalty: 3955.197754
	Iteration 24Q: 3 clusters Score -385744.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -385812.093750 Penalty: 3955.197754
	Iteration 25Q: 3 clusters Score -385812.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -385882.437500 Penalty: 3955.197754
	Iteration 26Q: 3 clusters Score -385882.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -385942.937500 Penalty: 3955.197754
	Iteration 27Q: 3 clusters Score -385942.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -386006.406250 Penalty: 3955.197754
	Iteration 28Q: 3 clusters Score -386006.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -386078.531250 Penalty: 3955.197754
	Iteration 29Q: 3 clusters Score -386078.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -386143.656250 Penalty: 3955.197754
	Iteration 30Q: 3 clusters Score -386143.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -386217.968750 Penalty: 3955.197754
	Iteration 31Q: 3 clusters Score -386218 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -386381.375000 Penalty: 3955.197754
	Iteration 32Q: 3 clusters Score -386381.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -386620.656250 Penalty: 3955.197754
	Iteration 33Q: 3 clusters Score -386620.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -386783.531250 Penalty: 3955.197754
	Iteration 34Q: 3 clusters Score -386783.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -386827.468750 Penalty: 3955.197754
	Iteration 35Q: 3 clusters Score -386827.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -386832.656250 Penalty: 3955.197754
	Iteration 36Q: 3 clusters Score -386832.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -386835.437500 Penalty: 3955.197754
	Iteration 37Q: 3 clusters Score -386835.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -386836.937500 Penalty: 3955.197754
	Iteration 38Q: 3 clusters Score -386836.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -386838.187500 Penalty: 3955.197754
	Iteration 39Q: 3 clusters Score -386838.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -386838.312500 Penalty: 3955.197754
	Iteration 40F: 3 clusters Score -386838.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Entering Unmasked Estep 
Score: -907275.187500 Penalty: 2201.209717
	Iteration 0F: 2 clusters Score -907275.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -901434.875000 Penalty: 4402.419434
	Iteration 0F: 3 clusters Score -901434.9 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -902959.937500 Penalty: 4402.419434
	Iteration 1F: 3 clusters Score -902959.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -903203.687500 Penalty: 4402.419434
	Iteration 2F: 3 clusters Score -903203.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -903438.187500 Penalty: 4402.419434
	Iteration 3Q: 3 clusters Score -903438.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -903733.125000 Penalty: 4402.419434
	Iteration 4Q: 3 clusters Score -903733.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -904153.000000 Penalty: 4402.419434
	Iteration 5F: 3 clusters Score -904153 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -904631.250000 Penalty: 4402.419434
	Iteration 6F: 3 clusters Score -904631.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -905020.500000 Penalty: 4402.419434
	Iteration 7F: 3 clusters Score -905020.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -905286.000000 Penalty: 4402.419434
	Iteration 8F: 3 clusters Score -905286 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -905472.625000 Penalty: 4402.419434
	Iteration 9Q: 3 clusters Score -905472.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -905599.250000 Penalty: 4402.419434
	Iteration 10Q: 3 clusters Score -905599.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -905684.437500 Penalty: 4402.419434
	Iteration 11Q: 3 clusters Score -905684.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -905739.937500 Penalty: 4402.419434
	Iteration 12Q: 3 clusters Score -905739.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -905774.687500 Penalty: 4402.419434
	Iteration 13Q: 3 clusters Score -905774.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -905805.875000 Penalty: 4402.419434
	Iteration 14Q: 3 clusters Score -905805.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -905824.062500 Penalty: 4402.419434
	Iteration 15Q: 3 clusters Score -905824.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -905834.000000 Penalty: 4402.419434
	Iteration 16Q: 3 clusters Score -905834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -905844.562500 Penalty: 4402.419434
	Iteration 17Q: 3 clusters Score -905844.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -905853.062500 Penalty: 4402.419434
	Iteration 18Q: 3 clusters Score -905853.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -905856.562500 Penalty: 4402.419434
	Iteration 19Q: 3 clusters Score -905856.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -905863.375000 Penalty: 4402.419434
	Iteration 20F: 3 clusters Score -905863.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -905866.062500 Penalty: 4402.419434
	Iteration 21Q: 3 clusters Score -905866.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -905872.625000 Penalty: 4402.419434
	Iteration 22Q: 3 clusters Score -905872.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -905875.812500 Penalty: 4402.419434
	Iteration 23Q: 3 clusters Score -905875.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -905877.750000 Penalty: 4402.419434
	Iteration 24Q: 3 clusters Score -905877.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -905880.000000 Penalty: 4402.419434
	Iteration 25Q: 3 clusters Score -905880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -905883.125000 Penalty: 4402.419434
	Iteration 26Q: 3 clusters Score -905883.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -905885.875000 Penalty: 4402.419434
	Iteration 27Q: 3 clusters Score -905885.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -905887.812500 Penalty: 4402.419434
	Iteration 28Q: 3 clusters Score -905887.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -905890.562500 Penalty: 4402.419434
	Iteration 29Q: 3 clusters Score -905890.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -905893.250000 Penalty: 4402.419434
	Iteration 30Q: 3 clusters Score -905893.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -905895.812500 Penalty: 4402.419434
	Iteration 31Q: 3 clusters Score -905895.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -905897.687500 Penalty: 4402.419434
	Iteration 32Q: 3 clusters Score -905897.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -905897.187500 Penalty: 4402.419434
	Iteration 33Q: 3 clusters Score -905897.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -905901.187500 Penalty: 4402.419434
	Iteration 34Q: 3 clusters Score -905901.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -905902.375000 Penalty: 4402.419434
	Iteration 35Q: 3 clusters Score -905902.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -905902.250000 Penalty: 4402.419434
	Iteration 36Q: 3 clusters Score -905902.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -905903.500000 Penalty: 4402.419434
	Iteration 37Q: 3 clusters Score -905903.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -905905.250000 Penalty: 4402.419434
	Iteration 38Q: 3 clusters Score -905905.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -905905.937500 Penalty: 4402.419434
	Iteration 39Q: 3 clusters Score -905905.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -905905.812500 Penalty: 4402.419434
	Iteration 40F: 3 clusters Score -905905.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -905906.625000 Penalty: 4402.419434
	Iteration 41Q: 3 clusters Score -905906.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -905905.687500 Penalty: 4402.419434
	Iteration 42Q: 3 clusters Score -905905.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -905907.250000 Penalty: 4402.419434
	Iteration 43Q: 3 clusters Score -905907.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -905907.437500 Penalty: 4402.419434
	Iteration 44Q: 3 clusters Score -905907.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -905906.875000 Penalty: 4402.419434
	Iteration 45Q: 3 clusters Score -905906.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -905907.375000 Penalty: 4402.419434
	Iteration 46Q: 3 clusters Score -905907.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -905907.375000 Penalty: 4402.419434
	Iteration 47F: 3 clusters Score -905907.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Entering Unmasked Estep 
Score: -82806.039062 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -82806.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -81135.945312 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -81135.95 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -81436.640625 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -81436.64 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -81524.140625 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -81524.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -81566.554688 Penalty: 3230.562256
	Iteration 3Q: 3 clusters Score -81566.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -81590.765625 Penalty: 3230.562256
	Iteration 4Q: 3 clusters Score -81590.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -81606.359375 Penalty: 3230.562256
	Iteration 5Q: 3 clusters Score -81606.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -81614.046875 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -81614.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -81620.296875 Penalty: 3230.562256
	Iteration 7Q: 3 clusters Score -81620.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -81627.265625 Penalty: 3230.562256
	Iteration 8Q: 3 clusters Score -81627.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -81634.906250 Penalty: 3230.562256
	Iteration 9Q: 3 clusters Score -81634.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -81643.718750 Penalty: 3230.562256
	Iteration 10Q: 3 clusters Score -81643.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -81650.585938 Penalty: 3230.562256
	Iteration 11Q: 3 clusters Score -81650.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -81661.718750 Penalty: 3230.562256
	Iteration 12Q: 3 clusters Score -81661.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -81668.570312 Penalty: 3230.562256
	Iteration 13Q: 3 clusters Score -81668.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -81670.210938 Penalty: 3230.562256
	Iteration 14Q: 3 clusters Score -81670.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -81671.820312 Penalty: 3230.562256
	Iteration 15Q: 3 clusters Score -81671.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -81680.882812 Penalty: 3230.562256
	Iteration 16Q: 3 clusters Score -81680.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -81684.500000 Penalty: 3230.562256
	Iteration 17Q: 3 clusters Score -81684.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -81694.992188 Penalty: 3230.562256
	Iteration 18Q: 3 clusters Score -81694.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -81698.414062 Penalty: 3230.562256
	Iteration 19Q: 3 clusters Score -81698.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -81702.328125 Penalty: 3230.562256
	Iteration 20F: 3 clusters Score -81702.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -81703.523438 Penalty: 3230.562256
	Iteration 21Q: 3 clusters Score -81703.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -81703.523438 Penalty: 3230.562256
	Iteration 22F: 3 clusters Score -81703.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (160422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160422 members 
Entering Unmasked Estep 
Score: -21486914.000000 Penalty: 2972.419678
	Iteration 0F: 2 clusters Score -2.148691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80235 members 
Mstep: Class 2 contains 80187 members 
Entering Unmasked Estep 
Score: -21382342.000000 Penalty: 5944.839355
	Iteration 0F: 3 clusters Score -2.138234e+07 nChanged 76637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79856 members 
Mstep: Class 2 contains 80566 members 
Entering Unmasked Estep 
Score: -21426856.000000 Penalty: 5944.839355
	Iteration 1F: 3 clusters Score -2.142686e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 81247 members 
Entering Unmasked Estep 
Score: -21428322.000000 Penalty: 5944.839355
	Iteration 2Q: 3 clusters Score -2.142832e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77840 members 
Mstep: Class 2 contains 82582 members 
Entering Unmasked Estep 
Score: -21430742.000000 Penalty: 5944.839355
	Iteration 3Q: 3 clusters Score -2.143074e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75541 members 
Mstep: Class 2 contains 84881 members 
Entering Unmasked Estep 
Score: -21434516.000000 Penalty: 5944.839355
	Iteration 4Q: 3 clusters Score -2.143452e+07 nChanged 9561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72120 members 
Mstep: Class 2 contains 88302 members 
Entering Unmasked Estep 
Score: -21440010.000000 Penalty: 5944.839355
	Iteration 5F: 3 clusters Score -2.144001e+07 nChanged 10772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67540 members 
Mstep: Class 2 contains 92882 members 
Entering Unmasked Estep 
Score: -21446264.000000 Penalty: 5944.839355
	Iteration 6F: 3 clusters Score -2.144626e+07 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 98179 members 
Entering Unmasked Estep 
Score: -21452690.000000 Penalty: 5944.839355
	Iteration 7F: 3 clusters Score -2.145269e+07 nChanged 10120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56855 members 
Mstep: Class 2 contains 103567 members 
Entering Unmasked Estep 
Score: -21458916.000000 Penalty: 5944.839355
	Iteration 8F: 3 clusters Score -2.145892e+07 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 108732 members 
Entering Unmasked Estep 
Score: -21465298.000000 Penalty: 5944.839355
	Iteration 9F: 3 clusters Score -2.14653e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 113094 members 
Entering Unmasked Estep 
Score: -21470634.000000 Penalty: 5944.839355
	Iteration 10Q: 3 clusters Score -2.147063e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 116521 members 
Entering Unmasked Estep 
Score: -21473588.000000 Penalty: 5944.839355
	Iteration 11Q: 3 clusters Score -2.147359e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 119256 members 
Entering Unmasked Estep 
Score: -21475164.000000 Penalty: 5944.839355
	Iteration 12Q: 3 clusters Score -2.147516e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 121641 members 
Entering Unmasked Estep 
Score: -21476056.000000 Penalty: 5944.839355
	Iteration 13Q: 3 clusters Score -2.147606e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 123904 members 
Entering Unmasked Estep 
Score: -21476762.000000 Penalty: 5944.839355
	Iteration 14Q: 3 clusters Score -2.147676e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 126041 members 
Entering Unmasked Estep 
Score: -21477506.000000 Penalty: 5944.839355
	Iteration 15Q: 3 clusters Score -2.147751e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 128023 members 
Entering Unmasked Estep 
Score: -21478156.000000 Penalty: 5944.839355
	Iteration 16Q: 3 clusters Score -2.147816e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 130038 members 
Entering Unmasked Estep 
Score: -21478788.000000 Penalty: 5944.839355
	Iteration 17Q: 3 clusters Score -2.147879e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 132015 members 
Entering Unmasked Estep 
Score: -21479080.000000 Penalty: 5944.839355
	Iteration 18Q: 3 clusters Score -2.147908e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 133836 members 
Entering Unmasked Estep 
Score: -21479608.000000 Penalty: 5944.839355
	Iteration 19Q: 3 clusters Score -2.147961e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 135614 members 
Entering Unmasked Estep 
Score: -21480142.000000 Penalty: 5944.839355
	Iteration 20F: 3 clusters Score -2.148014e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 137388 members 
Entering Unmasked Estep 
Score: -21480754.000000 Penalty: 5944.839355
	Iteration 21Q: 3 clusters Score -2.148075e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 139110 members 
Entering Unmasked Estep 
Score: -21481236.000000 Penalty: 5944.839355
	Iteration 22Q: 3 clusters Score -2.148124e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 140756 members 
Entering Unmasked Estep 
Score: -21481752.000000 Penalty: 5944.839355
	Iteration 23Q: 3 clusters Score -2.148175e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 142362 members 
Entering Unmasked Estep 
Score: -21482398.000000 Penalty: 5944.839355
	Iteration 24Q: 3 clusters Score -2.14824e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 143978 members 
Entering Unmasked Estep 
Score: -21482942.000000 Penalty: 5944.839355
	Iteration 25Q: 3 clusters Score -2.148294e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 145440 members 
Entering Unmasked Estep 
Score: -21483434.000000 Penalty: 5944.839355
	Iteration 26Q: 3 clusters Score -2.148343e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 146823 members 
Entering Unmasked Estep 
Score: -21483896.000000 Penalty: 5944.839355
	Iteration 27Q: 3 clusters Score -2.14839e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 148087 members 
Entering Unmasked Estep 
Score: -21484326.000000 Penalty: 5944.839355
	Iteration 28Q: 3 clusters Score -2.148433e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 149249 members 
Entering Unmasked Estep 
Score: -21484716.000000 Penalty: 5944.839355
	Iteration 29Q: 3 clusters Score -2.148472e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 150291 members 
Entering Unmasked Estep 
Score: -21484968.000000 Penalty: 5944.839355
	Iteration 30Q: 3 clusters Score -2.148497e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 151269 members 
Entering Unmasked Estep 
Score: -21485142.000000 Penalty: 5944.839355
	Iteration 31Q: 3 clusters Score -2.148514e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 152176 members 
Entering Unmasked Estep 
Score: -21485516.000000 Penalty: 5944.839355
	Iteration 32Q: 3 clusters Score -2.148552e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 153024 members 
Entering Unmasked Estep 
Score: -21485680.000000 Penalty: 5944.839355
	Iteration 33Q: 3 clusters Score -2.148568e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 153747 members 
Entering Unmasked Estep 
Score: -21485868.000000 Penalty: 5944.839355
	Iteration 34Q: 3 clusters Score -2.148587e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 154358 members 
Entering Unmasked Estep 
Score: -21486002.000000 Penalty: 5944.839355
	Iteration 35Q: 3 clusters Score -2.1486e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 154859 members 
Entering Unmasked Estep 
Score: -21486046.000000 Penalty: 5944.839355
	Iteration 36Q: 3 clusters Score -2.148605e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 155281 members 
Entering Unmasked Estep 
Score: -21486116.000000 Penalty: 5944.839355
	Iteration 37Q: 3 clusters Score -2.148612e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 155629 members 
Entering Unmasked Estep 
Score: -21486124.000000 Penalty: 5944.839355
	Iteration 38Q: 3 clusters Score -2.148612e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 155912 members 
Entering Unmasked Estep 
Score: -21486124.000000 Penalty: 5944.839355
	Iteration 39Q: 3 clusters Score -2.148612e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 156162 members 
Entering Unmasked Estep 
Score: -21486140.000000 Penalty: 5944.839355
	Iteration 40F: 3 clusters Score -2.148614e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 156368 members 
Entering Unmasked Estep 
Score: -21486110.000000 Penalty: 5944.839355
	Iteration 41Q: 3 clusters Score -2.148611e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 156554 members 
Entering Unmasked Estep 
Score: -21486148.000000 Penalty: 5944.839355
	Iteration 42Q: 3 clusters Score -2.148615e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 156723 members 
Entering Unmasked Estep 
Score: -21486160.000000 Penalty: 5944.839355
	Iteration 43Q: 3 clusters Score -2.148616e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 156875 members 
Entering Unmasked Estep 
Score: -21486160.000000 Penalty: 5944.839355
	Iteration 44Q: 3 clusters Score -2.148616e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 157005 members 
Entering Unmasked Estep 
Score: -21486094.000000 Penalty: 5944.839355
	Iteration 45Q: 3 clusters Score -2.148609e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 157086 members 
Entering Unmasked Estep 
Score: -21486050.000000 Penalty: 5944.839355
	Iteration 46Q: 3 clusters Score -2.148605e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 157163 members 
Entering Unmasked Estep 
Score: -21486042.000000 Penalty: 5944.839355
	Iteration 47Q: 3 clusters Score -2.148604e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 157242 members 
Entering Unmasked Estep 
Score: -21486054.000000 Penalty: 5944.839355
	Iteration 48Q: 3 clusters Score -2.148605e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 157314 members 
Entering Unmasked Estep 
Score: -21486048.000000 Penalty: 5944.839355
	Iteration 49Q: 3 clusters Score -2.148605e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 157387 members 
Entering Unmasked Estep 
Score: -21486024.000000 Penalty: 5944.839355
	Iteration 50Q: 3 clusters Score -2.148602e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 157458 members 
Entering Unmasked Estep 
Score: -21486026.000000 Penalty: 5944.839355
	Iteration 51Q: 3 clusters Score -2.148603e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 157516 members 
Entering Unmasked Estep 
Score: -21486064.000000 Penalty: 5944.839355
	Iteration 52Q: 3 clusters Score -2.148606e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 157571 members 
Entering Unmasked Estep 
Score: -21486034.000000 Penalty: 5944.839355
	Iteration 53Q: 3 clusters Score -2.148603e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 157627 members 
Entering Unmasked Estep 
Score: -21486036.000000 Penalty: 5944.839355
	Iteration 54Q: 3 clusters Score -2.148604e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 157662 members 
Entering Unmasked Estep 
Score: -21486028.000000 Penalty: 5944.839355
	Iteration 55Q: 3 clusters Score -2.148603e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 157691 members 
Entering Unmasked Estep 
Score: -21486022.000000 Penalty: 5944.839355
	Iteration 56Q: 3 clusters Score -2.148602e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 157717 members 
Entering Unmasked Estep 
Score: -21486034.000000 Penalty: 5944.839355
	Iteration 57Q: 3 clusters Score -2.148603e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 157746 members 
Entering Unmasked Estep 
Score: -21486014.000000 Penalty: 5944.839355
	Iteration 58Q: 3 clusters Score -2.148601e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 157763 members 
Entering Unmasked Estep 
Score: -21486010.000000 Penalty: 5944.839355
	Iteration 59Q: 3 clusters Score -2.148601e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 157785 members 
Entering Unmasked Estep 
Score: -21486008.000000 Penalty: 5944.839355
	Iteration 60F: 3 clusters Score -2.148601e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 157801 members 
Entering Unmasked Estep 
Score: -21486016.000000 Penalty: 5944.839355
	Iteration 61Q: 3 clusters Score -2.148602e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 157817 members 
Entering Unmasked Estep 
Score: -21486010.000000 Penalty: 5944.839355
	Iteration 62Q: 3 clusters Score -2.148601e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 157836 members 
Entering Unmasked Estep 
Score: -21486008.000000 Penalty: 5944.839355
	Iteration 63Q: 3 clusters Score -2.148601e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 157846 members 
Entering Unmasked Estep 
Score: -21486008.000000 Penalty: 5944.839355
	Iteration 64Q: 3 clusters Score -2.148601e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 157862 members 
Entering Unmasked Estep 
Score: -21486018.000000 Penalty: 5944.839355
	Iteration 65Q: 3 clusters Score -2.148602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 157872 members 
Entering Unmasked Estep 
Score: -21486026.000000 Penalty: 5944.839355
	Iteration 66Q: 3 clusters Score -2.148603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 157882 members 
Entering Unmasked Estep 
Score: -21486022.000000 Penalty: 5944.839355
	Iteration 67Q: 3 clusters Score -2.148602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 157896 members 
Entering Unmasked Estep 
Score: -21486038.000000 Penalty: 5944.839355
	Iteration 68Q: 3 clusters Score -2.148604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 157906 members 
Entering Unmasked Estep 
Score: -21486042.000000 Penalty: 5944.839355
	Iteration 69Q: 3 clusters Score -2.148604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 157914 members 
Entering Unmasked Estep 
Score: -21486044.000000 Penalty: 5944.839355
	Iteration 70Q: 3 clusters Score -2.148604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 157922 members 
Entering Unmasked Estep 
Score: -21486024.000000 Penalty: 5944.839355
	Iteration 71Q: 3 clusters Score -2.148602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 157927 members 
Entering Unmasked Estep 
Score: -21486022.000000 Penalty: 5944.839355
	Iteration 72Q: 3 clusters Score -2.148602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 157935 members 
Entering Unmasked Estep 
Score: -21486010.000000 Penalty: 5944.839355
	Iteration 73Q: 3 clusters Score -2.148601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 157941 members 
Entering Unmasked Estep 
Score: -21486014.000000 Penalty: 5944.839355
	Iteration 74Q: 3 clusters Score -2.148601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 157948 members 
Entering Unmasked Estep 
Score: -21486020.000000 Penalty: 5944.839355
	Iteration 75Q: 3 clusters Score -2.148602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 157951 members 
Entering Unmasked Estep 
Score: -21486028.000000 Penalty: 5944.839355
	Iteration 76Q: 3 clusters Score -2.148603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 157954 members 
Entering Unmasked Estep 
Score: -21486020.000000 Penalty: 5944.839355
	Iteration 77Q: 3 clusters Score -2.148602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 157958 members 
Entering Unmasked Estep 
Score: -21486032.000000 Penalty: 5944.839355
	Iteration 78Q: 3 clusters Score -2.148603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 157961 members 
Entering Unmasked Estep 
Score: -21486032.000000 Penalty: 5944.839355
	Iteration 79Q: 3 clusters Score -2.148603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 157965 members 
Entering Unmasked Estep 
Score: -21486036.000000 Penalty: 5944.839355
	Iteration 80F: 3 clusters Score -2.148604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 157970 members 
Entering Unmasked Estep 
Score: -21486048.000000 Penalty: 5944.839355
	Iteration 81Q: 3 clusters Score -2.148605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 157976 members 
Entering Unmasked Estep 
Score: -21486038.000000 Penalty: 5944.839355
	Iteration 82Q: 3 clusters Score -2.148604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 157979 members 
Entering Unmasked Estep 
Score: -21486038.000000 Penalty: 5944.839355
	Iteration 83Q: 3 clusters Score -2.148604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 157984 members 
Entering Unmasked Estep 
Score: -21486030.000000 Penalty: 5944.839355
	Iteration 84Q: 3 clusters Score -2.148603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 157988 members 
Entering Unmasked Estep 
Score: -21486040.000000 Penalty: 5944.839355
	Iteration 85Q: 3 clusters Score -2.148604e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 157989 members 
Entering Unmasked Estep 
Score: -21486044.000000 Penalty: 5944.839355
	Iteration 86Q: 3 clusters Score -2.148604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 157992 members 
Entering Unmasked Estep 
Score: -21486034.000000 Penalty: 5944.839355
	Iteration 87Q: 3 clusters Score -2.148603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 157998 members 
Entering Unmasked Estep 
Score: -21486036.000000 Penalty: 5944.839355
	Iteration 88Q: 3 clusters Score -2.148604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 158004 members 
Entering Unmasked Estep 
Score: -21486048.000000 Penalty: 5944.839355
	Iteration 89Q: 3 clusters Score -2.148605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 158016 members 
Entering Unmasked Estep 
Score: -21486032.000000 Penalty: 5944.839355
	Iteration 90Q: 3 clusters Score -2.148603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 158021 members 
Entering Unmasked Estep 
Score: -21486036.000000 Penalty: 5944.839355
	Iteration 91Q: 3 clusters Score -2.148604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 158024 members 
Entering Unmasked Estep 
Score: -21486040.000000 Penalty: 5944.839355
	Iteration 92Q: 3 clusters Score -2.148604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 158030 members 
Entering Unmasked Estep 
Score: -21486034.000000 Penalty: 5944.839355
	Iteration 93Q: 3 clusters Score -2.148603e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 158041 members 
Entering Unmasked Estep 
Score: -21486040.000000 Penalty: 5944.839355
	Iteration 94Q: 3 clusters Score -2.148604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 158046 members 
Entering Unmasked Estep 
Score: -21486042.000000 Penalty: 5944.839355
	Iteration 95Q: 3 clusters Score -2.148604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 158052 members 
Entering Unmasked Estep 
Score: -21486036.000000 Penalty: 5944.839355
	Iteration 96Q: 3 clusters Score -2.148604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 158056 members 
Entering Unmasked Estep 
Score: -21486038.000000 Penalty: 5944.839355
	Iteration 97Q: 3 clusters Score -2.148604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 158060 members 
Entering Unmasked Estep 
Score: -21486048.000000 Penalty: 5944.839355
	Iteration 98Q: 3 clusters Score -2.148605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 158066 members 
Entering Unmasked Estep 
Score: -21486042.000000 Penalty: 5944.839355
	Iteration 99Q: 3 clusters Score -2.148604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 158072 members 
Entering Unmasked Estep 
Score: -21486036.000000 Penalty: 5944.839355
	Iteration 100F: 3 clusters Score -2.148604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 158075 members 
Entering Unmasked Estep 
Score: -21486034.000000 Penalty: 5944.839355
	Iteration 101Q: 3 clusters Score -2.148603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 158077 members 
Entering Unmasked Estep 
Score: -21486034.000000 Penalty: 5944.839355
	Iteration 102Q: 3 clusters Score -2.148603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 158081 members 
Entering Unmasked Estep 
Score: -21486062.000000 Penalty: 5944.839355
	Iteration 103Q: 3 clusters Score -2.148606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 158081 members 
Entering Unmasked Estep 
Score: -21486062.000000 Penalty: 5944.839355
	Iteration 104F: 3 clusters Score -2.148606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (152235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152235 members 
Entering Unmasked Estep 
Score: -20228984.000000 Penalty: 2959.428955
	Iteration 0F: 2 clusters Score -2.022898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76271 members 
Mstep: Class 2 contains 75964 members 
Entering Unmasked Estep 
Score: -20127478.000000 Penalty: 5918.857910
	Iteration 0F: 3 clusters Score -2.012748e+07 nChanged 72828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79397 members 
Mstep: Class 2 contains 72838 members 
Entering Unmasked Estep 
Score: -20169134.000000 Penalty: 5918.857910
	Iteration 1F: 3 clusters Score -2.016913e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81588 members 
Mstep: Class 2 contains 70647 members 
Entering Unmasked Estep 
Score: -20170196.000000 Penalty: 5918.857910
	Iteration 2Q: 3 clusters Score -2.01702e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85288 members 
Mstep: Class 2 contains 66947 members 
Entering Unmasked Estep 
Score: -20172204.000000 Penalty: 5918.857910
	Iteration 3Q: 3 clusters Score -2.01722e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91037 members 
Mstep: Class 2 contains 61198 members 
Entering Unmasked Estep 
Score: -20175774.000000 Penalty: 5918.857910
	Iteration 4Q: 3 clusters Score -2.017577e+07 nChanged 9977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99284 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -20181736.000000 Penalty: 5918.857910
	Iteration 5F: 3 clusters Score -2.018174e+07 nChanged 11965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109715 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -20190402.000000 Penalty: 5918.857910
	Iteration 6F: 3 clusters Score -2.01904e+07 nChanged 12201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120800 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -20200156.000000 Penalty: 5918.857910
	Iteration 7F: 3 clusters Score -2.020016e+07 nChanged 10640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130898 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -20209328.000000 Penalty: 5918.857910
	Iteration 8F: 3 clusters Score -2.020933e+07 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138874 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -20216514.000000 Penalty: 5918.857910
	Iteration 9F: 3 clusters Score -2.021651e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144247 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -20221196.000000 Penalty: 5918.857910
	Iteration 10Q: 3 clusters Score -2.02212e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147563 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -20223780.000000 Penalty: 5918.857910
	Iteration 11Q: 3 clusters Score -2.022378e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149469 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -20225162.000000 Penalty: 5918.857910
	Iteration 12Q: 3 clusters Score -2.022516e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150448 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -20225712.000000 Penalty: 5918.857910
	Iteration 13Q: 3 clusters Score -2.022571e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150984 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -20226006.000000 Penalty: 5918.857910
	Iteration 14Q: 3 clusters Score -2.022601e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151258 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -20226250.000000 Penalty: 5918.857910
	Iteration 15Q: 3 clusters Score -2.022625e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151409 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -20226328.000000 Penalty: 5918.857910
	Iteration 16Q: 3 clusters Score -2.022633e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151497 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -20226360.000000 Penalty: 5918.857910
	Iteration 17Q: 3 clusters Score -2.022636e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151557 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -20226382.000000 Penalty: 5918.857910
	Iteration 18Q: 3 clusters Score -2.022638e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151594 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -20226394.000000 Penalty: 5918.857910
	Iteration 19Q: 3 clusters Score -2.022639e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151623 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -20226398.000000 Penalty: 5918.857910
	Iteration 20F: 3 clusters Score -2.02264e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151641 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -20226412.000000 Penalty: 5918.857910
	Iteration 21Q: 3 clusters Score -2.022641e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151656 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -20226416.000000 Penalty: 5918.857910
	Iteration 22Q: 3 clusters Score -2.022642e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151674 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -20226416.000000 Penalty: 5918.857910
	Iteration 23Q: 3 clusters Score -2.022642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151679 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -20226426.000000 Penalty: 5918.857910
	Iteration 24Q: 3 clusters Score -2.022643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151688 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -20226430.000000 Penalty: 5918.857910
	Iteration 25Q: 3 clusters Score -2.022643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151693 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -20226444.000000 Penalty: 5918.857910
	Iteration 26Q: 3 clusters Score -2.022644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151698 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -20226446.000000 Penalty: 5918.857910
	Iteration 27Q: 3 clusters Score -2.022645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151699 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -20226448.000000 Penalty: 5918.857910
	Iteration 28Q: 3 clusters Score -2.022645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151703 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -20226452.000000 Penalty: 5918.857910
	Iteration 29Q: 3 clusters Score -2.022645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151706 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -20226444.000000 Penalty: 5918.857910
	Iteration 30Q: 3 clusters Score -2.022644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151711 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -20226466.000000 Penalty: 5918.857910
	Iteration 31Q: 3 clusters Score -2.022647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151714 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -20226466.000000 Penalty: 5918.857910
	Iteration 32Q: 3 clusters Score -2.022647e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151717 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -20226468.000000 Penalty: 5918.857910
	Iteration 33Q: 3 clusters Score -2.022647e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151718 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -20226464.000000 Penalty: 5918.857910
	Iteration 34Q: 3 clusters Score -2.022646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151718 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -20226464.000000 Penalty: 5918.857910
	Iteration 35F: 3 clusters Score -2.022646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Entering Unmasked Estep 
Score: -3134800.250000 Penalty: 2497.930908
	Iteration 0F: 2 clusters Score -3134800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -3118354.250000 Penalty: 4995.861816
	Iteration 0F: 3 clusters Score -3118354 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -3124123.250000 Penalty: 4995.861816
	Iteration 1F: 3 clusters Score -3124123 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -3124607.750000 Penalty: 4995.861816
	Iteration 2F: 3 clusters Score -3124608 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -3125052.750000 Penalty: 4995.861816
	Iteration 3Q: 3 clusters Score -3125053 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -3125578.500000 Penalty: 4995.861816
	Iteration 4Q: 3 clusters Score -3125578 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -3126290.750000 Penalty: 4995.861816
	Iteration 5F: 3 clusters Score -3126291 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -3127336.000000 Penalty: 4995.861816
	Iteration 6F: 3 clusters Score -3127336 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -3128637.750000 Penalty: 4995.861816
	Iteration 7F: 3 clusters Score -3128638 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3130042.500000 Penalty: 4995.861816
	Iteration 8F: 3 clusters Score -3130042 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3131168.750000 Penalty: 4995.861816
	Iteration 9F: 3 clusters Score -3131169 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3131848.500000 Penalty: 4995.861816
	Iteration 10Q: 3 clusters Score -3131848 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3132203.750000 Penalty: 4995.861816
	Iteration 11Q: 3 clusters Score -3132204 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3132409.500000 Penalty: 4995.861816
	Iteration 12Q: 3 clusters Score -3132410 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3132502.250000 Penalty: 4995.861816
	Iteration 13Q: 3 clusters Score -3132502 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3132554.750000 Penalty: 4995.861816
	Iteration 14Q: 3 clusters Score -3132555 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3132581.500000 Penalty: 4995.861816
	Iteration 15Q: 3 clusters Score -3132582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3132607.750000 Penalty: 4995.861816
	Iteration 16Q: 3 clusters Score -3132608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3132629.250000 Penalty: 4995.861816
	Iteration 17Q: 3 clusters Score -3132629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3132636.750000 Penalty: 4995.861816
	Iteration 18Q: 3 clusters Score -3132637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3132639.250000 Penalty: 4995.861816
	Iteration 19Q: 3 clusters Score -3132639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3132647.000000 Penalty: 4995.861816
	Iteration 20F: 3 clusters Score -3132647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3132645.500000 Penalty: 4995.861816
	Iteration 21Q: 3 clusters Score -3132646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3132645.500000 Penalty: 4995.861816
	Iteration 22F: 3 clusters Score -3132646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -39603.722656 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -39603.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38311.914062 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -38311.91 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38637.449219 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -38637.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39024.398438 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -39024.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39273.585938 Penalty: 2952.808594
	Iteration 3F: 3 clusters Score -39273.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39654.648438 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -39654.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39917.691406 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -39917.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40091.570312 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -40091.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40272.539062 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -40272.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40427.234375 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -40427.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40454.628906 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -40454.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40489.328125 Penalty: 2952.808594
	Iteration 10Q: 3 clusters Score -40489.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40504.679688 Penalty: 2952.808594
	Iteration 11Q: 3 clusters Score -40504.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40519.566406 Penalty: 2952.808594
	Iteration 12Q: 3 clusters Score -40519.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40531.570312 Penalty: 2952.808594
	Iteration 13F: 3 clusters Score -40531.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40590.265625 Penalty: 2952.808594
	Iteration 14Q: 3 clusters Score -40590.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -40683.863281 Penalty: 2952.808594
	Iteration 15Q: 3 clusters Score -40683.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -40856.332031 Penalty: 2952.808594
	Iteration 16Q: 3 clusters Score -40856.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -40863.277344 Penalty: 2952.808594
	Iteration 17F: 3 clusters Score -40863.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40920.328125 Penalty: 2952.808594
	Iteration 18Q: 3 clusters Score -40920.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40929.109375 Penalty: 2952.808594
	Iteration 19F: 3 clusters Score -40929.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -40950.945312 Penalty: 2952.808594
	Iteration 20F: 3 clusters Score -40950.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -40967.937500 Penalty: 2952.808594
	Iteration 21Q: 3 clusters Score -40967.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -40967.937500 Penalty: 2952.808594
	Iteration 22F: 3 clusters Score -40967.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4165 members 
Mstep: Class 3 contains 156256 members 
Mstep: Class 4 contains 68175 members 
Mstep: Class 5 contains 160383 members 
Mstep: Class 6 contains 88000 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7157 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160422 members 
Mstep: Class 11 contains 152235 members 
Mstep: Class 12 contains 23678 members 
Mstep: Class 13 contains 103 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11151 members 
Mstep: Class 18 contains 158187 members 
Mstep: Class 19 contains 152276 members 
Mstep: Class 20 contains 58397 members 
Mstep: Class 21 contains 166736 members 
Mstep: Class 22 contains 5107 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 282 members 
Entering Unmasked Estep 
Score: -180459536.000000 Penalty: 94667.796875
Splitting cluster 13 changes total score from -180460464.000000 to -180459536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Entering Unmasked Estep 
Score: -111852.226562 Penalty: 1700.402588
	Iteration 0F: 2 clusters Score -111852.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -109975.539062 Penalty: 3400.805176
	Iteration 0F: 3 clusters Score -109975.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -110336.218750 Penalty: 3400.805176
	Iteration 1F: 3 clusters Score -110336.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -110517.273438 Penalty: 3400.805176
	Iteration 2F: 3 clusters Score -110517.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -110573.906250 Penalty: 3400.805176
	Iteration 3Q: 3 clusters Score -110573.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -110598.804688 Penalty: 3400.805176
	Iteration 4Q: 3 clusters Score -110598.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -110615.140625 Penalty: 3400.805176
	Iteration 5Q: 3 clusters Score -110615.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -110633.226562 Penalty: 3400.805176
	Iteration 6Q: 3 clusters Score -110633.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -110658.312500 Penalty: 3400.805176
	Iteration 7Q: 3 clusters Score -110658.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -110702.375000 Penalty: 3400.805176
	Iteration 8Q: 3 clusters Score -110702.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -110721.625000 Penalty: 3400.805176
	Iteration 9Q: 3 clusters Score -110721.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -110732.906250 Penalty: 3400.805176
	Iteration 10Q: 3 clusters Score -110732.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -110742.890625 Penalty: 3400.805176
	Iteration 11Q: 3 clusters Score -110742.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -110746.953125 Penalty: 3400.805176
	Iteration 12Q: 3 clusters Score -110747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -110749.992188 Penalty: 3400.805176
	Iteration 13Q: 3 clusters Score -110750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -110757.953125 Penalty: 3400.805176
	Iteration 14Q: 3 clusters Score -110758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -110765.929688 Penalty: 3400.805176
	Iteration 15Q: 3 clusters Score -110765.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -110775.320312 Penalty: 3400.805176
	Iteration 16Q: 3 clusters Score -110775.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -110783.492188 Penalty: 3400.805176
	Iteration 17Q: 3 clusters Score -110783.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -110789.609375 Penalty: 3400.805176
	Iteration 18Q: 3 clusters Score -110789.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -110795.789062 Penalty: 3400.805176
	Iteration 19Q: 3 clusters Score -110795.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -110806.750000 Penalty: 3400.805176
	Iteration 20F: 3 clusters Score -110806.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -110811.515625 Penalty: 3400.805176
	Iteration 21Q: 3 clusters Score -110811.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -110815.109375 Penalty: 3400.805176
	Iteration 22Q: 3 clusters Score -110815.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -110817.367188 Penalty: 3400.805176
	Iteration 23Q: 3 clusters Score -110817.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -110818.406250 Penalty: 3400.805176
	Iteration 24Q: 3 clusters Score -110818.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -110818.406250 Penalty: 3400.805176
	Iteration 25F: 3 clusters Score -110818.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -10533.827148 Penalty: 1115.952759
	Iteration 0F: 2 clusters Score -10533.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -9766.949219 Penalty: 2231.905518
	Iteration 0F: 3 clusters Score -9766.949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (82 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Entering Unmasked Estep 
Score: -8936.987305 Penalty: 1092.866333
	Iteration 0F: 2 clusters Score -8936.987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -8213.680664 Penalty: 2185.732666
	Iteration 0F: 3 clusters Score -8213.681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Entering Unmasked Estep 
Score: -1488612.000000 Penalty: 2311.182617
	Iteration 0F: 2 clusters Score -1488612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1480166.375000 Penalty: 4622.365234
	Iteration 0F: 3 clusters Score -1480166 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1482686.875000 Penalty: 4622.365234
	Iteration 1F: 3 clusters Score -1482687 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1482966.500000 Penalty: 4622.365234
	Iteration 2F: 3 clusters Score -1482966 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1483198.250000 Penalty: 4622.365234
	Iteration 3Q: 3 clusters Score -1483198 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1483427.000000 Penalty: 4622.365234
	Iteration 4Q: 3 clusters Score -1483427 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1483657.125000 Penalty: 4622.365234
	Iteration 5Q: 3 clusters Score -1483657 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1483896.625000 Penalty: 4622.365234
	Iteration 6Q: 3 clusters Score -1483897 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1484152.500000 Penalty: 4622.365234
	Iteration 7Q: 3 clusters Score -1484152 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1484390.875000 Penalty: 4622.365234
	Iteration 8Q: 3 clusters Score -1484391 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1484624.500000 Penalty: 4622.365234
	Iteration 9Q: 3 clusters Score -1484624 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1484863.000000 Penalty: 4622.365234
	Iteration 10Q: 3 clusters Score -1484863 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1485128.500000 Penalty: 4622.365234
	Iteration 11Q: 3 clusters Score -1485128 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1485475.250000 Penalty: 4622.365234
	Iteration 12Q: 3 clusters Score -1485475 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1485859.625000 Penalty: 4622.365234
	Iteration 13Q: 3 clusters Score -1485860 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1486245.250000 Penalty: 4622.365234
	Iteration 14Q: 3 clusters Score -1486245 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1486535.500000 Penalty: 4622.365234
	Iteration 15Q: 3 clusters Score -1486536 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1486714.625000 Penalty: 4622.365234
	Iteration 16Q: 3 clusters Score -1486715 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1486839.625000 Penalty: 4622.365234
	Iteration 17Q: 3 clusters Score -1486840 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1486950.000000 Penalty: 4622.365234
	Iteration 18Q: 3 clusters Score -1486950 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1487011.500000 Penalty: 4622.365234
	Iteration 19Q: 3 clusters Score -1487012 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1487068.125000 Penalty: 4622.365234
	Iteration 20F: 3 clusters Score -1487068 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1487118.500000 Penalty: 4622.365234
	Iteration 21Q: 3 clusters Score -1487118 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1487153.875000 Penalty: 4622.365234
	Iteration 22Q: 3 clusters Score -1487154 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1487178.125000 Penalty: 4622.365234
	Iteration 23Q: 3 clusters Score -1487178 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1487207.875000 Penalty: 4622.365234
	Iteration 24Q: 3 clusters Score -1487208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1487219.125000 Penalty: 4622.365234
	Iteration 25Q: 3 clusters Score -1487219 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1487225.750000 Penalty: 4622.365234
	Iteration 26Q: 3 clusters Score -1487226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1487231.000000 Penalty: 4622.365234
	Iteration 27Q: 3 clusters Score -1487231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1487230.000000 Penalty: 4622.365234
	Iteration 28Q: 3 clusters Score -1487230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1487237.250000 Penalty: 4622.365234
	Iteration 29Q: 3 clusters Score -1487237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1487238.250000 Penalty: 4622.365234
	Iteration 30Q: 3 clusters Score -1487238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1487239.875000 Penalty: 4622.365234
	Iteration 31Q: 3 clusters Score -1487240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1487241.250000 Penalty: 4622.365234
	Iteration 32Q: 3 clusters Score -1487241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1487240.375000 Penalty: 4622.365234
	Iteration 33Q: 3 clusters Score -1487240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1487242.750000 Penalty: 4622.365234
	Iteration 34Q: 3 clusters Score -1487243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1487238.250000 Penalty: 4622.365234
	Iteration 35Q: 3 clusters Score -1487238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1487239.375000 Penalty: 4622.365234
	Iteration 36Q: 3 clusters Score -1487239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1487239.375000 Penalty: 4622.365234
	Iteration 37Q: 3 clusters Score -1487239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1487237.875000 Penalty: 4622.365234
	Iteration 38Q: 3 clusters Score -1487238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1487236.625000 Penalty: 4622.365234
	Iteration 39Q: 3 clusters Score -1487237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1487234.875000 Penalty: 4622.365234
	Iteration 40F: 3 clusters Score -1487235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (158187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158187 members 
Entering Unmasked Estep 
Score: -21032642.000000 Penalty: 2968.940186
	Iteration 0F: 2 clusters Score -2.103264e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79129 members 
Mstep: Class 2 contains 79058 members 
Entering Unmasked Estep 
Score: -20928698.000000 Penalty: 5937.880371
	Iteration 0F: 3 clusters Score -2.09287e+07 nChanged 75673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 77785 members 
Entering Unmasked Estep 
Score: -20972518.000000 Penalty: 5937.880371
	Iteration 1F: 3 clusters Score -2.097252e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81330 members 
Mstep: Class 2 contains 76857 members 
Entering Unmasked Estep 
Score: -20973228.000000 Penalty: 5937.880371
	Iteration 2Q: 3 clusters Score -2.097323e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82730 members 
Mstep: Class 2 contains 75457 members 
Entering Unmasked Estep 
Score: -20974204.000000 Penalty: 5937.880371
	Iteration 3Q: 3 clusters Score -2.09742e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84930 members 
Mstep: Class 2 contains 73257 members 
Entering Unmasked Estep 
Score: -20975242.000000 Penalty: 5937.880371
	Iteration 4Q: 3 clusters Score -2.097524e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88400 members 
Mstep: Class 2 contains 69787 members 
Entering Unmasked Estep 
Score: -20976872.000000 Penalty: 5937.880371
	Iteration 5Q: 3 clusters Score -2.097687e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93423 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
Score: -20979568.000000 Penalty: 5937.880371
	Iteration 6Q: 3 clusters Score -2.097957e+07 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100574 members 
Mstep: Class 2 contains 57613 members 
Entering Unmasked Estep 
Score: -20984196.000000 Penalty: 5937.880371
	Iteration 7F: 3 clusters Score -2.09842e+07 nChanged 11051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110013 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -20991350.000000 Penalty: 5937.880371
	Iteration 8F: 3 clusters Score -2.099135e+07 nChanged 12424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121025 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -21001274.000000 Penalty: 5937.880371
	Iteration 9F: 3 clusters Score -2.100127e+07 nChanged 12036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131863 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -21011560.000000 Penalty: 5937.880371
	Iteration 10F: 3 clusters Score -2.101156e+07 nChanged 9215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140164 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -21020088.000000 Penalty: 5937.880371
	Iteration 11F: 3 clusters Score -2.102009e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145152 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -21025908.000000 Penalty: 5937.880371
	Iteration 12Q: 3 clusters Score -2.102591e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147683 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -21028892.000000 Penalty: 5937.880371
	Iteration 13Q: 3 clusters Score -2.102889e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149125 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -21030024.000000 Penalty: 5937.880371
	Iteration 14Q: 3 clusters Score -2.103002e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150112 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -21030522.000000 Penalty: 5937.880371
	Iteration 15Q: 3 clusters Score -2.103052e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150945 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -21030766.000000 Penalty: 5937.880371
	Iteration 16Q: 3 clusters Score -2.103077e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151690 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -21031022.000000 Penalty: 5937.880371
	Iteration 17Q: 3 clusters Score -2.103102e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152247 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -21031186.000000 Penalty: 5937.880371
	Iteration 18Q: 3 clusters Score -2.103119e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152698 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -21031280.000000 Penalty: 5937.880371
	Iteration 19Q: 3 clusters Score -2.103128e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153119 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -21031342.000000 Penalty: 5937.880371
	Iteration 20F: 3 clusters Score -2.103134e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153459 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -21031418.000000 Penalty: 5937.880371
	Iteration 21Q: 3 clusters Score -2.103142e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153748 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -21031456.000000 Penalty: 5937.880371
	Iteration 22Q: 3 clusters Score -2.103146e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153996 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -21031534.000000 Penalty: 5937.880371
	Iteration 23Q: 3 clusters Score -2.103153e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154196 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -21031568.000000 Penalty: 5937.880371
	Iteration 24Q: 3 clusters Score -2.103157e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154364 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -21031566.000000 Penalty: 5937.880371
	Iteration 25Q: 3 clusters Score -2.103157e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154492 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -21031530.000000 Penalty: 5937.880371
	Iteration 26Q: 3 clusters Score -2.103153e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154611 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -21031536.000000 Penalty: 5937.880371
	Iteration 27Q: 3 clusters Score -2.103154e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154703 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -21031570.000000 Penalty: 5937.880371
	Iteration 28Q: 3 clusters Score -2.103157e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154790 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -21031572.000000 Penalty: 5937.880371
	Iteration 29Q: 3 clusters Score -2.103157e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154862 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -21031554.000000 Penalty: 5937.880371
	Iteration 30Q: 3 clusters Score -2.103155e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154916 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -21031568.000000 Penalty: 5937.880371
	Iteration 31Q: 3 clusters Score -2.103157e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154975 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -21031562.000000 Penalty: 5937.880371
	Iteration 32Q: 3 clusters Score -2.103156e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155017 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -21031570.000000 Penalty: 5937.880371
	Iteration 33Q: 3 clusters Score -2.103157e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155060 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -21031544.000000 Penalty: 5937.880371
	Iteration 34Q: 3 clusters Score -2.103154e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155096 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -21031548.000000 Penalty: 5937.880371
	Iteration 35Q: 3 clusters Score -2.103155e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155128 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -21031544.000000 Penalty: 5937.880371
	Iteration 36Q: 3 clusters Score -2.103154e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155153 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -21031532.000000 Penalty: 5937.880371
	Iteration 37Q: 3 clusters Score -2.103153e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155177 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -21031530.000000 Penalty: 5937.880371
	Iteration 38Q: 3 clusters Score -2.103153e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155187 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -21031530.000000 Penalty: 5937.880371
	Iteration 39Q: 3 clusters Score -2.103153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155196 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -21031546.000000 Penalty: 5937.880371
	Iteration 40F: 3 clusters Score -2.103155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155199 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -21031532.000000 Penalty: 5937.880371
	Iteration 41Q: 3 clusters Score -2.103153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155201 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -21031532.000000 Penalty: 5937.880371
	Iteration 42Q: 3 clusters Score -2.103153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155204 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -21031534.000000 Penalty: 5937.880371
	Iteration 43Q: 3 clusters Score -2.103153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155206 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -21031534.000000 Penalty: 5937.880371
	Iteration 44Q: 3 clusters Score -2.103153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155209 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -21031548.000000 Penalty: 5937.880371
	Iteration 45Q: 3 clusters Score -2.103155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155210 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -21031552.000000 Penalty: 5937.880371
	Iteration 46Q: 3 clusters Score -2.103155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155214 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -21031548.000000 Penalty: 5937.880371
	Iteration 47Q: 3 clusters Score -2.103155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155216 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -21031544.000000 Penalty: 5937.880371
	Iteration 48Q: 3 clusters Score -2.103154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155218 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -21031540.000000 Penalty: 5937.880371
	Iteration 49Q: 3 clusters Score -2.103154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155221 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -21031534.000000 Penalty: 5937.880371
	Iteration 50Q: 3 clusters Score -2.103153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155222 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -21031538.000000 Penalty: 5937.880371
	Iteration 51Q: 3 clusters Score -2.103154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155222 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -21031538.000000 Penalty: 5937.880371
	Iteration 52F: 3 clusters Score -2.103154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (152276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152276 members 
Entering Unmasked Estep 
Score: -20329668.000000 Penalty: 2959.495605
	Iteration 0F: 2 clusters Score -2.032967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76327 members 
Mstep: Class 2 contains 75949 members 
Entering Unmasked Estep 
Score: -20228712.000000 Penalty: 5918.991211
	Iteration 0F: 3 clusters Score -2.022871e+07 nChanged 72727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78478 members 
Mstep: Class 2 contains 73798 members 
Entering Unmasked Estep 
Score: -20270486.000000 Penalty: 5918.991211
	Iteration 1F: 3 clusters Score -2.027049e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79554 members 
Mstep: Class 2 contains 72722 members 
Entering Unmasked Estep 
Score: -20271478.000000 Penalty: 5918.991211
	Iteration 2Q: 3 clusters Score -2.027148e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81193 members 
Mstep: Class 2 contains 71083 members 
Entering Unmasked Estep 
Score: -20272580.000000 Penalty: 5918.991211
	Iteration 3Q: 3 clusters Score -2.027258e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83537 members 
Mstep: Class 2 contains 68739 members 
Entering Unmasked Estep 
Score: -20273990.000000 Penalty: 5918.991211
	Iteration 4Q: 3 clusters Score -2.027399e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87014 members 
Mstep: Class 2 contains 65262 members 
Entering Unmasked Estep 
Score: -20275898.000000 Penalty: 5918.991211
	Iteration 5Q: 3 clusters Score -2.02759e+07 nChanged 6795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91837 members 
Mstep: Class 2 contains 60439 members 
Entering Unmasked Estep 
Score: -20279130.000000 Penalty: 5918.991211
	Iteration 6Q: 3 clusters Score -2.027913e+07 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98456 members 
Mstep: Class 2 contains 53820 members 
Entering Unmasked Estep 
Score: -20283910.000000 Penalty: 5918.991211
	Iteration 7F: 3 clusters Score -2.028391e+07 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106733 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -20290754.000000 Penalty: 5918.991211
	Iteration 8F: 3 clusters Score -2.029075e+07 nChanged 10237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116214 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -20298996.000000 Penalty: 5918.991211
	Iteration 9F: 3 clusters Score -2.0299e+07 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125410 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -20306662.000000 Penalty: 5918.991211
	Iteration 10F: 3 clusters Score -2.030666e+07 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133443 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -20313628.000000 Penalty: 5918.991211
	Iteration 11F: 3 clusters Score -2.031363e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139813 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -20318874.000000 Penalty: 5918.991211
	Iteration 12Q: 3 clusters Score -2.031887e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144271 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -20322460.000000 Penalty: 5918.991211
	Iteration 13Q: 3 clusters Score -2.032246e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147158 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -20324704.000000 Penalty: 5918.991211
	Iteration 14Q: 3 clusters Score -2.03247e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148837 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -20325930.000000 Penalty: 5918.991211
	Iteration 15Q: 3 clusters Score -2.032593e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149808 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -20326558.000000 Penalty: 5918.991211
	Iteration 16Q: 3 clusters Score -2.032656e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150387 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -20326936.000000 Penalty: 5918.991211
	Iteration 17Q: 3 clusters Score -2.032694e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150700 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -20327148.000000 Penalty: 5918.991211
	Iteration 18Q: 3 clusters Score -2.032715e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150890 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -20327296.000000 Penalty: 5918.991211
	Iteration 19Q: 3 clusters Score -2.03273e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151010 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -20327348.000000 Penalty: 5918.991211
	Iteration 20F: 3 clusters Score -2.032735e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151081 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -20327358.000000 Penalty: 5918.991211
	Iteration 21Q: 3 clusters Score -2.032736e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151133 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -20327368.000000 Penalty: 5918.991211
	Iteration 22Q: 3 clusters Score -2.032737e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151166 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -20327428.000000 Penalty: 5918.991211
	Iteration 23Q: 3 clusters Score -2.032743e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151208 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -20327440.000000 Penalty: 5918.991211
	Iteration 24Q: 3 clusters Score -2.032744e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151228 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -20327440.000000 Penalty: 5918.991211
	Iteration 25Q: 3 clusters Score -2.032744e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151247 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -20327450.000000 Penalty: 5918.991211
	Iteration 26Q: 3 clusters Score -2.032745e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151275 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -20327496.000000 Penalty: 5918.991211
	Iteration 27Q: 3 clusters Score -2.03275e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151295 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -20327494.000000 Penalty: 5918.991211
	Iteration 28Q: 3 clusters Score -2.032749e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151306 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -20327506.000000 Penalty: 5918.991211
	Iteration 29Q: 3 clusters Score -2.032751e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151319 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -20327484.000000 Penalty: 5918.991211
	Iteration 30Q: 3 clusters Score -2.032748e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151326 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -20327484.000000 Penalty: 5918.991211
	Iteration 31Q: 3 clusters Score -2.032748e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151335 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -20327504.000000 Penalty: 5918.991211
	Iteration 32Q: 3 clusters Score -2.03275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151340 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -20327498.000000 Penalty: 5918.991211
	Iteration 33Q: 3 clusters Score -2.03275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151341 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -20327496.000000 Penalty: 5918.991211
	Iteration 34Q: 3 clusters Score -2.03275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151345 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -20327498.000000 Penalty: 5918.991211
	Iteration 35Q: 3 clusters Score -2.03275e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151353 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -20327540.000000 Penalty: 5918.991211
	Iteration 36Q: 3 clusters Score -2.032754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151359 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -20327534.000000 Penalty: 5918.991211
	Iteration 37Q: 3 clusters Score -2.032753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151367 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -20327542.000000 Penalty: 5918.991211
	Iteration 38Q: 3 clusters Score -2.032754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151374 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -20327550.000000 Penalty: 5918.991211
	Iteration 39Q: 3 clusters Score -2.032755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151374 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -20327574.000000 Penalty: 5918.991211
	Iteration 40F: 3 clusters Score -2.032757e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151382 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -20327586.000000 Penalty: 5918.991211
	Iteration 41Q: 3 clusters Score -2.032759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151383 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -20327582.000000 Penalty: 5918.991211
	Iteration 42Q: 3 clusters Score -2.032758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151384 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -20327584.000000 Penalty: 5918.991211
	Iteration 43Q: 3 clusters Score -2.032758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151388 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -20327588.000000 Penalty: 5918.991211
	Iteration 44Q: 3 clusters Score -2.032759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151388 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -20327576.000000 Penalty: 5918.991211
	Iteration 45Q: 3 clusters Score -2.032758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151389 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -20327572.000000 Penalty: 5918.991211
	Iteration 46Q: 3 clusters Score -2.032757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151390 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -20327566.000000 Penalty: 5918.991211
	Iteration 47Q: 3 clusters Score -2.032757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151392 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -20327574.000000 Penalty: 5918.991211
	Iteration 48Q: 3 clusters Score -2.032757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151393 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -20327572.000000 Penalty: 5918.991211
	Iteration 49Q: 3 clusters Score -2.032757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151394 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -20327570.000000 Penalty: 5918.991211
	Iteration 50Q: 3 clusters Score -2.032757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151396 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -20327578.000000 Penalty: 5918.991211
	Iteration 51Q: 3 clusters Score -2.032758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151397 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -20327586.000000 Penalty: 5918.991211
	Iteration 52Q: 3 clusters Score -2.032759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151397 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -20327586.000000 Penalty: 5918.991211
	Iteration 53F: 3 clusters Score -2.032759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (58397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58397 members 
Entering Unmasked Estep 
Score: -8103901.000000 Penalty: 2721.804932
	Iteration 0F: 2 clusters Score -8103901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -8064769.500000 Penalty: 5443.609863
	Iteration 0F: 3 clusters Score -8064770 nChanged 26974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -8079856.000000 Penalty: 5443.609863
	Iteration 1F: 3 clusters Score -8079856 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -8080295.500000 Penalty: 5443.609863
	Iteration 2Q: 3 clusters Score -8080296 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -8080634.500000 Penalty: 5443.609863
	Iteration 3Q: 3 clusters Score -8080634 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -8081060.000000 Penalty: 5443.609863
	Iteration 4Q: 3 clusters Score -8081060 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -8081590.000000 Penalty: 5443.609863
	Iteration 5Q: 3 clusters Score -8081590 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -8082219.500000 Penalty: 5443.609863
	Iteration 6Q: 3 clusters Score -8082220 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -8083161.500000 Penalty: 5443.609863
	Iteration 7Q: 3 clusters Score -8083162 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -8084729.000000 Penalty: 5443.609863
	Iteration 8Q: 3 clusters Score -8084729 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -8087188.500000 Penalty: 5443.609863
	Iteration 9F: 3 clusters Score -8087188 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -8090525.500000 Penalty: 5443.609863
	Iteration 10F: 3 clusters Score -8090526 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -8094262.000000 Penalty: 5443.609863
	Iteration 11F: 3 clusters Score -8094262 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -8097300.000000 Penalty: 5443.609863
	Iteration 12F: 3 clusters Score -8097300 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
Score: -8099319.000000 Penalty: 5443.609863
	Iteration 13Q: 3 clusters Score -8099319 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -8100402.500000 Penalty: 5443.609863
	Iteration 14Q: 3 clusters Score -8100402 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 57678 members 
Entering Unmasked Estep 
Score: -8100905.000000 Penalty: 5443.609863
	Iteration 15Q: 3 clusters Score -8100905 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 57896 members 
Entering Unmasked Estep 
Score: -8101177.000000 Penalty: 5443.609863
	Iteration 16Q: 3 clusters Score -8101177 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 58001 members 
Entering Unmasked Estep 
Score: -8101309.000000 Penalty: 5443.609863
	Iteration 17Q: 3 clusters Score -8101309 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 58049 members 
Entering Unmasked Estep 
Score: -8101365.500000 Penalty: 5443.609863
	Iteration 18Q: 3 clusters Score -8101366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 58072 members 
Entering Unmasked Estep 
Score: -8101405.500000 Penalty: 5443.609863
	Iteration 19Q: 3 clusters Score -8101406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 58089 members 
Entering Unmasked Estep 
Score: -8101440.500000 Penalty: 5443.609863
	Iteration 20F: 3 clusters Score -8101440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 58105 members 
Entering Unmasked Estep 
Score: -8101459.500000 Penalty: 5443.609863
	Iteration 21Q: 3 clusters Score -8101460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 58111 members 
Entering Unmasked Estep 
Score: -8101473.500000 Penalty: 5443.609863
	Iteration 22Q: 3 clusters Score -8101474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 58115 members 
Entering Unmasked Estep 
Score: -8101475.000000 Penalty: 5443.609863
	Iteration 23Q: 3 clusters Score -8101475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 58119 members 
Entering Unmasked Estep 
Score: -8101477.000000 Penalty: 5443.609863
	Iteration 24Q: 3 clusters Score -8101477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 58118 members 
Entering Unmasked Estep 
Score: -8101479.000000 Penalty: 5443.609863
	Iteration 25Q: 3 clusters Score -8101479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 58118 members 
Entering Unmasked Estep 
Score: -8101478.000000 Penalty: 5443.609863
	Iteration 26Q: 3 clusters Score -8101478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 58118 members 
Entering Unmasked Estep 
Score: -8101482.500000 Penalty: 5443.609863
	Iteration 27Q: 3 clusters Score -8101482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 58117 members 
Entering Unmasked Estep 
Score: -8101486.000000 Penalty: 5443.609863
	Iteration 28Q: 3 clusters Score -8101486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 58117 members 
Entering Unmasked Estep 
Score: -8101497.500000 Penalty: 5443.609863
	Iteration 29Q: 3 clusters Score -8101498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 58119 members 
Entering Unmasked Estep 
Score: -8101491.500000 Penalty: 5443.609863
	Iteration 30Q: 3 clusters Score -8101492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 58119 members 
Entering Unmasked Estep 
Score: -8101494.500000 Penalty: 5443.609863
	Iteration 31Q: 3 clusters Score -8101494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 58119 members 
Entering Unmasked Estep 
Score: -8101494.500000 Penalty: 5443.609863
	Iteration 32F: 3 clusters Score -8101494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (166736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166736 members 
Entering Unmasked Estep 
Score: -22585010.000000 Penalty: 2981.993408
	Iteration 0F: 2 clusters Score -2.258501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83690 members 
Mstep: Class 2 contains 83046 members 
Entering Unmasked Estep 
Score: -22477026.000000 Penalty: 5963.986816
	Iteration 0F: 3 clusters Score -2.247703e+07 nChanged 80038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88050 members 
Mstep: Class 2 contains 78686 members 
Entering Unmasked Estep 
Score: -22522906.000000 Penalty: 5963.986816
	Iteration 1F: 3 clusters Score -2.252291e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90608 members 
Mstep: Class 2 contains 76128 members 
Entering Unmasked Estep 
Score: -22523924.000000 Penalty: 5963.986816
	Iteration 2Q: 3 clusters Score -2.252392e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94693 members 
Mstep: Class 2 contains 72043 members 
Entering Unmasked Estep 
Score: -22525638.000000 Penalty: 5963.986816
	Iteration 3Q: 3 clusters Score -2.252564e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101022 members 
Mstep: Class 2 contains 65714 members 
Entering Unmasked Estep 
Score: -22528552.000000 Penalty: 5963.986816
	Iteration 4Q: 3 clusters Score -2.252855e+07 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110482 members 
Mstep: Class 2 contains 56254 members 
Entering Unmasked Estep 
Score: -22533644.000000 Penalty: 5963.986816
	Iteration 5F: 3 clusters Score -2.253364e+07 nChanged 13213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123683 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -22543558.000000 Penalty: 5963.986816
	Iteration 6F: 3 clusters Score -2.254356e+07 nChanged 15863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139546 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -22557880.000000 Penalty: 5963.986816
	Iteration 7F: 3 clusters Score -2.255788e+07 nChanged 14628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154174 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -22572310.000000 Penalty: 5963.986816
	Iteration 8F: 3 clusters Score -2.257231e+07 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162710 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -22579396.000000 Penalty: 5963.986816
	Iteration 9F: 3 clusters Score -2.25794e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165716 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -22581546.000000 Penalty: 5963.986816
	Iteration 10Q: 3 clusters Score -2.258155e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166413 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -22582068.000000 Penalty: 5963.986816
	Iteration 11Q: 3 clusters Score -2.258207e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166516 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -22582186.000000 Penalty: 5963.986816
	Iteration 12Q: 3 clusters Score -2.258219e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166540 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22582274.000000 Penalty: 5963.986816
	Iteration 13Q: 3 clusters Score -2.258227e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166564 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22582284.000000 Penalty: 5963.986816
	Iteration 14Q: 3 clusters Score -2.258228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166571 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22582320.000000 Penalty: 5963.986816
	Iteration 15Q: 3 clusters Score -2.258232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166574 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22582326.000000 Penalty: 5963.986816
	Iteration 16Q: 3 clusters Score -2.258233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166576 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22582340.000000 Penalty: 5963.986816
	Iteration 17Q: 3 clusters Score -2.258234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166578 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22582344.000000 Penalty: 5963.986816
	Iteration 18Q: 3 clusters Score -2.258234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166577 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22582352.000000 Penalty: 5963.986816
	Iteration 19Q: 3 clusters Score -2.258235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166577 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22582354.000000 Penalty: 5963.986816
	Iteration 20F: 3 clusters Score -2.258235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166580 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22582382.000000 Penalty: 5963.986816
	Iteration 21Q: 3 clusters Score -2.258238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166581 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22582394.000000 Penalty: 5963.986816
	Iteration 22Q: 3 clusters Score -2.258239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166581 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22582394.000000 Penalty: 5963.986816
	Iteration 23F: 3 clusters Score -2.258239e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Entering Unmasked Estep 
Score: -689421.312500 Penalty: 2117.515137
	Iteration 0F: 2 clusters Score -689421.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -684797.875000 Penalty: 4235.030273
	Iteration 0F: 3 clusters Score -684797.9 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -685883.062500 Penalty: 4235.030273
	Iteration 1F: 3 clusters Score -685883.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -686097.812500 Penalty: 4235.030273
	Iteration 2F: 3 clusters Score -686097.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -686221.937500 Penalty: 4235.030273
	Iteration 3Q: 3 clusters Score -686221.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -686311.937500 Penalty: 4235.030273
	Iteration 4Q: 3 clusters Score -686311.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -686375.750000 Penalty: 4235.030273
	Iteration 5Q: 3 clusters Score -686375.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -686422.250000 Penalty: 4235.030273
	Iteration 6Q: 3 clusters Score -686422.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -686456.437500 Penalty: 4235.030273
	Iteration 7Q: 3 clusters Score -686456.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -686480.375000 Penalty: 4235.030273
	Iteration 8Q: 3 clusters Score -686480.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -686496.812500 Penalty: 4235.030273
	Iteration 9Q: 3 clusters Score -686496.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -686507.500000 Penalty: 4235.030273
	Iteration 10Q: 3 clusters Score -686507.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -686515.687500 Penalty: 4235.030273
	Iteration 11Q: 3 clusters Score -686515.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -686528.875000 Penalty: 4235.030273
	Iteration 12Q: 3 clusters Score -686528.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -686550.187500 Penalty: 4235.030273
	Iteration 13Q: 3 clusters Score -686550.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -686566.250000 Penalty: 4235.030273
	Iteration 14Q: 3 clusters Score -686566.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -686579.500000 Penalty: 4235.030273
	Iteration 15Q: 3 clusters Score -686579.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -686592.750000 Penalty: 4235.030273
	Iteration 16Q: 3 clusters Score -686592.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -686599.000000 Penalty: 4235.030273
	Iteration 17Q: 3 clusters Score -686599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -686607.375000 Penalty: 4235.030273
	Iteration 18Q: 3 clusters Score -686607.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -686616.312500 Penalty: 4235.030273
	Iteration 19Q: 3 clusters Score -686616.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -686625.312500 Penalty: 4235.030273
	Iteration 20F: 3 clusters Score -686625.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -686639.125000 Penalty: 4235.030273
	Iteration 21Q: 3 clusters Score -686639.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -686647.875000 Penalty: 4235.030273
	Iteration 22Q: 3 clusters Score -686647.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -686657.250000 Penalty: 4235.030273
	Iteration 23Q: 3 clusters Score -686657.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -686671.562500 Penalty: 4235.030273
	Iteration 24Q: 3 clusters Score -686671.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -686680.500000 Penalty: 4235.030273
	Iteration 25Q: 3 clusters Score -686680.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -686686.062500 Penalty: 4235.030273
	Iteration 26Q: 3 clusters Score -686686.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -686696.750000 Penalty: 4235.030273
	Iteration 27Q: 3 clusters Score -686696.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -686705.625000 Penalty: 4235.030273
	Iteration 28Q: 3 clusters Score -686705.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -686709.750000 Penalty: 4235.030273
	Iteration 29Q: 3 clusters Score -686709.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -686717.562500 Penalty: 4235.030273
	Iteration 30Q: 3 clusters Score -686717.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -686723.875000 Penalty: 4235.030273
	Iteration 31Q: 3 clusters Score -686723.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -686730.187500 Penalty: 4235.030273
	Iteration 32Q: 3 clusters Score -686730.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -686739.187500 Penalty: 4235.030273
	Iteration 33Q: 3 clusters Score -686739.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -686743.500000 Penalty: 4235.030273
	Iteration 34Q: 3 clusters Score -686743.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -686750.687500 Penalty: 4235.030273
	Iteration 35Q: 3 clusters Score -686750.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -686759.000000 Penalty: 4235.030273
	Iteration 36Q: 3 clusters Score -686759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -686769.812500 Penalty: 4235.030273
	Iteration 37Q: 3 clusters Score -686769.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -686782.187500 Penalty: 4235.030273
	Iteration 38Q: 3 clusters Score -686782.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -686796.125000 Penalty: 4235.030273
	Iteration 39Q: 3 clusters Score -686796.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -686810.937500 Penalty: 4235.030273
	Iteration 40F: 3 clusters Score -686810.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -686822.687500 Penalty: 4235.030273
	Iteration 41Q: 3 clusters Score -686822.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -686830.437500 Penalty: 4235.030273
	Iteration 42Q: 3 clusters Score -686830.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -686837.937500 Penalty: 4235.030273
	Iteration 43Q: 3 clusters Score -686837.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -686849.187500 Penalty: 4235.030273
	Iteration 44Q: 3 clusters Score -686849.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -686859.937500 Penalty: 4235.030273
	Iteration 45Q: 3 clusters Score -686859.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -686870.687500 Penalty: 4235.030273
	Iteration 46Q: 3 clusters Score -686870.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -686883.812500 Penalty: 4235.030273
	Iteration 47Q: 3 clusters Score -686883.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -686897.000000 Penalty: 4235.030273
	Iteration 48Q: 3 clusters Score -686897 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -686911.125000 Penalty: 4235.030273
	Iteration 49Q: 3 clusters Score -686911.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -686922.250000 Penalty: 4235.030273
	Iteration 50Q: 3 clusters Score -686922.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -686933.625000 Penalty: 4235.030273
	Iteration 51Q: 3 clusters Score -686933.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -686947.250000 Penalty: 4235.030273
	Iteration 52Q: 3 clusters Score -686947.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -686959.000000 Penalty: 4235.030273
	Iteration 53Q: 3 clusters Score -686959 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -686973.250000 Penalty: 4235.030273
	Iteration 54Q: 3 clusters Score -686973.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -686994.250000 Penalty: 4235.030273
	Iteration 55Q: 3 clusters Score -686994.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -687007.125000 Penalty: 4235.030273
	Iteration 56Q: 3 clusters Score -687007.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -687024.937500 Penalty: 4235.030273
	Iteration 57Q: 3 clusters Score -687024.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -687046.937500 Penalty: 4235.030273
	Iteration 58Q: 3 clusters Score -687046.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -687076.187500 Penalty: 4235.030273
	Iteration 59Q: 3 clusters Score -687076.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -687102.437500 Penalty: 4235.030273
	Iteration 60F: 3 clusters Score -687102.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -687128.187500 Penalty: 4235.030273
	Iteration 61Q: 3 clusters Score -687128.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -687150.375000 Penalty: 4235.030273
	Iteration 62Q: 3 clusters Score -687150.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -687171.000000 Penalty: 4235.030273
	Iteration 63Q: 3 clusters Score -687171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -687188.375000 Penalty: 4235.030273
	Iteration 64Q: 3 clusters Score -687188.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -687206.625000 Penalty: 4235.030273
	Iteration 65Q: 3 clusters Score -687206.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -687219.375000 Penalty: 4235.030273
	Iteration 66Q: 3 clusters Score -687219.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -687228.937500 Penalty: 4235.030273
	Iteration 67Q: 3 clusters Score -687228.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -687238.125000 Penalty: 4235.030273
	Iteration 68Q: 3 clusters Score -687238.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -687249.500000 Penalty: 4235.030273
	Iteration 69Q: 3 clusters Score -687249.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -687261.562500 Penalty: 4235.030273
	Iteration 70Q: 3 clusters Score -687261.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -687276.187500 Penalty: 4235.030273
	Iteration 71Q: 3 clusters Score -687276.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -687289.125000 Penalty: 4235.030273
	Iteration 72Q: 3 clusters Score -687289.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -687300.562500 Penalty: 4235.030273
	Iteration 73Q: 3 clusters Score -687300.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -687315.312500 Penalty: 4235.030273
	Iteration 74Q: 3 clusters Score -687315.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -687327.000000 Penalty: 4235.030273
	Iteration 75Q: 3 clusters Score -687327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -687338.250000 Penalty: 4235.030273
	Iteration 76Q: 3 clusters Score -687338.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -687349.187500 Penalty: 4235.030273
	Iteration 77Q: 3 clusters Score -687349.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -687364.000000 Penalty: 4235.030273
	Iteration 78Q: 3 clusters Score -687364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -687375.687500 Penalty: 4235.030273
	Iteration 79Q: 3 clusters Score -687375.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -687385.937500 Penalty: 4235.030273
	Iteration 80F: 3 clusters Score -687385.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -687395.562500 Penalty: 4235.030273
	Iteration 81Q: 3 clusters Score -687395.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -687407.937500 Penalty: 4235.030273
	Iteration 82Q: 3 clusters Score -687407.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -687419.812500 Penalty: 4235.030273
	Iteration 83Q: 3 clusters Score -687419.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -687429.812500 Penalty: 4235.030273
	Iteration 84Q: 3 clusters Score -687429.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -687440.625000 Penalty: 4235.030273
	Iteration 85Q: 3 clusters Score -687440.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -687450.750000 Penalty: 4235.030273
	Iteration 86Q: 3 clusters Score -687450.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -687461.437500 Penalty: 4235.030273
	Iteration 87Q: 3 clusters Score -687461.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -687467.687500 Penalty: 4235.030273
	Iteration 88Q: 3 clusters Score -687467.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -687472.937500 Penalty: 4235.030273
	Iteration 89Q: 3 clusters Score -687472.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -687475.312500 Penalty: 4235.030273
	Iteration 90Q: 3 clusters Score -687475.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -687476.750000 Penalty: 4235.030273
	Iteration 91Q: 3 clusters Score -687476.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -687476.875000 Penalty: 4235.030273
	Iteration 92Q: 3 clusters Score -687476.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -687478.875000 Penalty: 4235.030273
	Iteration 93Q: 3 clusters Score -687478.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -687481.125000 Penalty: 4235.030273
	Iteration 94Q: 3 clusters Score -687481.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -687484.750000 Penalty: 4235.030273
	Iteration 95Q: 3 clusters Score -687484.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -687486.937500 Penalty: 4235.030273
	Iteration 96Q: 3 clusters Score -687486.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -687491.000000 Penalty: 4235.030273
	Iteration 97Q: 3 clusters Score -687491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -687493.500000 Penalty: 4235.030273
	Iteration 98Q: 3 clusters Score -687493.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -687503.625000 Penalty: 4235.030273
	Iteration 99Q: 3 clusters Score -687503.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -687508.812500 Penalty: 4235.030273
	Iteration 100F: 3 clusters Score -687508.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -687514.687500 Penalty: 4235.030273
	Iteration 101Q: 3 clusters Score -687514.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -687521.812500 Penalty: 4235.030273
	Iteration 102Q: 3 clusters Score -687521.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -687525.937500 Penalty: 4235.030273
	Iteration 103Q: 3 clusters Score -687525.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -687534.812500 Penalty: 4235.030273
	Iteration 104Q: 3 clusters Score -687534.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -687538.125000 Penalty: 4235.030273
	Iteration 105Q: 3 clusters Score -687538.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -687542.187500 Penalty: 4235.030273
	Iteration 106Q: 3 clusters Score -687542.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -687543.437500 Penalty: 4235.030273
	Iteration 107Q: 3 clusters Score -687543.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -687543.125000 Penalty: 4235.030273
	Iteration 108Q: 3 clusters Score -687543.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -687543.125000 Penalty: 4235.030273
	Iteration 109F: 3 clusters Score -687543.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -65038.441406 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -65038.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63460.007812 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -63460.01 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63653.710938 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -63653.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63761.804688 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -63761.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63899.480469 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -63899.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64119.699219 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -64119.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64263.910156 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -64263.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -64511.289062 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -64511.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -64725.570312 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -64725.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64805.933594 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -64805.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -64834.164062 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -64834.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64847.468750 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -64847.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -64862.820312 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -64862.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64887.816406 Penalty: 3118.777832
	Iteration 12Q: 3 clusters Score -64887.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -64911.382812 Penalty: 3118.777832
	Iteration 13Q: 3 clusters Score -64911.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -64933.679688 Penalty: 3118.777832
	Iteration 14Q: 3 clusters Score -64933.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -64953.589844 Penalty: 3118.777832
	Iteration 15Q: 3 clusters Score -64953.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -64976.824219 Penalty: 3118.777832
	Iteration 16Q: 3 clusters Score -64976.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -65053.546875 Penalty: 3118.777832
	Iteration 17Q: 3 clusters Score -65053.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -65181.761719 Penalty: 3118.777832
	Iteration 18Q: 3 clusters Score -65181.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -65420.199219 Penalty: 3118.777832
	Iteration 19Q: 3 clusters Score -65420.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -65920.867188 Penalty: 3118.777832
	Iteration 20F: 3 clusters Score -65920.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4165 members 
Mstep: Class 3 contains 156256 members 
Mstep: Class 4 contains 68175 members 
Mstep: Class 5 contains 160383 members 
Mstep: Class 6 contains 88000 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7157 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160422 members 
Mstep: Class 11 contains 152235 members 
Mstep: Class 12 contains 23678 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11151 members 
Mstep: Class 18 contains 158187 members 
Mstep: Class 19 contains 152276 members 
Mstep: Class 20 contains 58397 members 
Mstep: Class 21 contains 166736 members 
Mstep: Class 22 contains 5107 members 
Mstep: Class 23 contains 197 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 341 members 
Entering Unmasked Estep 
Score: -180459088.000000 Penalty: 94667.796875
Splitting cluster 23 changes total score from -180460464.000000 to -180459088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -43356.593750 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -43356.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41996.796875 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -41996.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42134.199219 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -42134.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42181.824219 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -42181.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42205.652344 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -42205.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42223.570312 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -42223.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42227.410156 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -42227.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42227.410156 Penalty: 2918.127930
	Iteration 6F: 3 clusters Score -42227.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -69860.968750 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -69860.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -68268.421875 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -68268.42 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68430.085938 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -68430.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -68483.460938 Penalty: 3140.425049
	Iteration 2Q: 3 clusters Score -68483.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68504.906250 Penalty: 3140.425049
	Iteration 3Q: 3 clusters Score -68504.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68511.882812 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -68511.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -68513.156250 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -68513.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -68515.546875 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -68515.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68520.953125 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -68520.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -68520.953125 Penalty: 3140.425049
	Iteration 8F: 3 clusters Score -68520.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Entering Unmasked Estep 
Score: -70475.304688 Penalty: 1569.328247
	Iteration 0F: 2 clusters Score -70475.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -68898.171875 Penalty: 3138.656494
	Iteration 0F: 3 clusters Score -68898.17 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -69133.476562 Penalty: 3138.656494
	Iteration 1F: 3 clusters Score -69133.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69251.109375 Penalty: 3138.656494
	Iteration 2F: 3 clusters Score -69251.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -69349.531250 Penalty: 3138.656494
	Iteration 3F: 3 clusters Score -69349.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -69389.343750 Penalty: 3138.656494
	Iteration 4Q: 3 clusters Score -69389.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -69406.953125 Penalty: 3138.656494
	Iteration 5Q: 3 clusters Score -69406.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69414.523438 Penalty: 3138.656494
	Iteration 6Q: 3 clusters Score -69414.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69416.484375 Penalty: 3138.656494
	Iteration 7Q: 3 clusters Score -69416.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69416.484375 Penalty: 3138.656494
	Iteration 8F: 3 clusters Score -69416.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4165 members 
Mstep: Class 3 contains 156256 members 
Mstep: Class 4 contains 68175 members 
Mstep: Class 5 contains 160383 members 
Mstep: Class 6 contains 88000 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7157 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160422 members 
Mstep: Class 11 contains 152235 members 
Mstep: Class 12 contains 23678 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11151 members 
Mstep: Class 18 contains 158187 members 
Mstep: Class 19 contains 152276 members 
Mstep: Class 20 contains 58397 members 
Mstep: Class 21 contains 166736 members 
Mstep: Class 22 contains 5107 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460160.000000 Penalty: 91161.578125
Iteration 359Q: 27 clusters Score -1.804602e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4162 members 
Mstep: Class 3 contains 156233 members 
Mstep: Class 4 contains 68144 members 
Mstep: Class 5 contains 160365 members 
Mstep: Class 6 contains 88014 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7159 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160415 members 
Mstep: Class 11 contains 152196 members 
Mstep: Class 12 contains 23676 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11171 members 
Mstep: Class 18 contains 158149 members 
Mstep: Class 19 contains 152220 members 
Mstep: Class 20 contains 58525 members 
Mstep: Class 21 contains 166789 members 
Mstep: Class 22 contains 5107 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459920.000000 Penalty: 91161.578125
Iteration 360F: 27 clusters Score -1.804599e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4162 members 
Mstep: Class 3 contains 156230 members 
Mstep: Class 4 contains 68120 members 
Mstep: Class 5 contains 160357 members 
Mstep: Class 6 contains 88032 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 7163 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160415 members 
Mstep: Class 11 contains 152132 members 
Mstep: Class 12 contains 23673 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11195 members 
Mstep: Class 18 contains 158101 members 
Mstep: Class 19 contains 152205 members 
Mstep: Class 20 contains 58647 members 
Mstep: Class 21 contains 166790 members 
Mstep: Class 22 contains 5102 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459936.000000 Penalty: 91161.578125
Iteration 361Q: 27 clusters Score -1.804599e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4163 members 
Mstep: Class 3 contains 156217 members 
Mstep: Class 4 contains 68102 members 
Mstep: Class 5 contains 160342 members 
Mstep: Class 6 contains 88062 members 
Mstep: Class 7 contains 2904 members 
Mstep: Class 8 contains 7163 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160405 members 
Mstep: Class 11 contains 152074 members 
Mstep: Class 12 contains 23672 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11205 members 
Mstep: Class 18 contains 158046 members 
Mstep: Class 19 contains 152214 members 
Mstep: Class 20 contains 58790 members 
Mstep: Class 21 contains 166767 members 
Mstep: Class 22 contains 5104 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460016.000000 Penalty: 91161.578125
Iteration 362Q: 27 clusters Score -1.8046e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4163 members 
Mstep: Class 3 contains 156211 members 
Mstep: Class 4 contains 68080 members 
Mstep: Class 5 contains 160351 members 
Mstep: Class 6 contains 88089 members 
Mstep: Class 7 contains 2904 members 
Mstep: Class 8 contains 7164 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160399 members 
Mstep: Class 11 contains 152017 members 
Mstep: Class 12 contains 23670 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11222 members 
Mstep: Class 18 contains 157999 members 
Mstep: Class 19 contains 152202 members 
Mstep: Class 20 contains 58905 members 
Mstep: Class 21 contains 166753 members 
Mstep: Class 22 contains 5101 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459888.000000 Penalty: 91161.578125
Iteration 363Q: 27 clusters Score -1.804599e+08 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4164 members 
Mstep: Class 3 contains 156182 members 
Mstep: Class 4 contains 68046 members 
Mstep: Class 5 contains 160359 members 
Mstep: Class 6 contains 88127 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7164 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160402 members 
Mstep: Class 11 contains 151950 members 
Mstep: Class 12 contains 23668 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11237 members 
Mstep: Class 18 contains 157958 members 
Mstep: Class 19 contains 152182 members 
Mstep: Class 20 contains 59036 members 
Mstep: Class 21 contains 166749 members 
Mstep: Class 22 contains 5101 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460016.000000 Penalty: 91161.578125
Iteration 364Q: 27 clusters Score -1.8046e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4164 members 
Mstep: Class 3 contains 156160 members 
Mstep: Class 4 contains 68022 members 
Mstep: Class 5 contains 160335 members 
Mstep: Class 6 contains 88162 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7166 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160395 members 
Mstep: Class 11 contains 151923 members 
Mstep: Class 12 contains 23665 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11251 members 
Mstep: Class 18 contains 157931 members 
Mstep: Class 19 contains 152200 members 
Mstep: Class 20 contains 59132 members 
Mstep: Class 21 contains 166717 members 
Mstep: Class 22 contains 5102 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459712.000000 Penalty: 91161.578125
Iteration 365Q: 27 clusters Score -1.804597e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4164 members 
Mstep: Class 3 contains 156120 members 
Mstep: Class 4 contains 67988 members 
Mstep: Class 5 contains 160305 members 
Mstep: Class 6 contains 88191 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 7166 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160405 members 
Mstep: Class 11 contains 151876 members 
Mstep: Class 12 contains 23665 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11267 members 
Mstep: Class 18 contains 157925 members 
Mstep: Class 19 contains 152213 members 
Mstep: Class 20 contains 59229 members 
Mstep: Class 21 contains 166710 members 
Mstep: Class 22 contains 5100 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459808.000000 Penalty: 91161.578125
Iteration 366Q: 27 clusters Score -1.804598e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4163 members 
Mstep: Class 3 contains 156098 members 
Mstep: Class 4 contains 67964 members 
Mstep: Class 5 contains 160304 members 
Mstep: Class 6 contains 88222 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7166 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160412 members 
Mstep: Class 11 contains 151834 members 
Mstep: Class 12 contains 23661 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 949 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11287 members 
Mstep: Class 18 contains 157925 members 
Mstep: Class 19 contains 152208 members 
Mstep: Class 20 contains 59290 members 
Mstep: Class 21 contains 166691 members 
Mstep: Class 22 contains 5101 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459840.000000 Penalty: 91161.578125
Iteration 367Q: 27 clusters Score -1.804598e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4162 members 
Mstep: Class 3 contains 156071 members 
Mstep: Class 4 contains 67937 members 
Mstep: Class 5 contains 160330 members 
Mstep: Class 6 contains 88240 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7166 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160403 members 
Mstep: Class 11 contains 151792 members 
Mstep: Class 12 contains 23660 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 949 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11308 members 
Mstep: Class 18 contains 157909 members 
Mstep: Class 19 contains 152244 members 
Mstep: Class 20 contains 59355 members 
Mstep: Class 21 contains 166649 members 
Mstep: Class 22 contains 5099 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459776.000000 Penalty: 91161.578125
Iteration 368Q: 27 clusters Score -1.804598e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4162 members 
Mstep: Class 3 contains 156027 members 
Mstep: Class 4 contains 67905 members 
Mstep: Class 5 contains 160353 members 
Mstep: Class 6 contains 88257 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7166 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160382 members 
Mstep: Class 11 contains 151761 members 
Mstep: Class 12 contains 23657 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 949 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11326 members 
Mstep: Class 18 contains 157914 members 
Mstep: Class 19 contains 152253 members 
Mstep: Class 20 contains 59419 members 
Mstep: Class 21 contains 166647 members 
Mstep: Class 22 contains 5096 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459616.000000 Penalty: 91161.578125
Iteration 369Q: 27 clusters Score -1.804596e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4161 members 
Mstep: Class 3 contains 155989 members 
Mstep: Class 4 contains 67879 members 
Mstep: Class 5 contains 160346 members 
Mstep: Class 6 contains 88271 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7166 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160374 members 
Mstep: Class 11 contains 151729 members 
Mstep: Class 12 contains 23660 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 157899 members 
Mstep: Class 19 contains 152256 members 
Mstep: Class 20 contains 59491 members 
Mstep: Class 21 contains 166665 members 
Mstep: Class 22 contains 5094 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459600.000000 Penalty: 91161.578125
Iteration 370Q: 27 clusters Score -1.804596e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4161 members 
Mstep: Class 3 contains 155959 members 
Mstep: Class 4 contains 67859 members 
Mstep: Class 5 contains 160360 members 
Mstep: Class 6 contains 88289 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7167 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160370 members 
Mstep: Class 11 contains 151670 members 
Mstep: Class 12 contains 23657 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11368 members 
Mstep: Class 18 contains 157894 members 
Mstep: Class 19 contains 152263 members 
Mstep: Class 20 contains 59540 members 
Mstep: Class 21 contains 166674 members 
Mstep: Class 22 contains 5093 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459632.000000 Penalty: 91161.578125
Iteration 371Q: 27 clusters Score -1.804596e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4162 members 
Mstep: Class 3 contains 155931 members 
Mstep: Class 4 contains 67843 members 
Mstep: Class 5 contains 160355 members 
Mstep: Class 6 contains 88295 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7170 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160379 members 
Mstep: Class 11 contains 151634 members 
Mstep: Class 12 contains 23655 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11396 members 
Mstep: Class 18 contains 157885 members 
Mstep: Class 19 contains 152248 members 
Mstep: Class 20 contains 59594 members 
Mstep: Class 21 contains 166686 members 
Mstep: Class 22 contains 5091 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459840.000000 Penalty: 91161.578125
Iteration 372Q: 27 clusters Score -1.804598e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4162 members 
Mstep: Class 3 contains 155887 members 
Mstep: Class 4 contains 67831 members 
Mstep: Class 5 contains 160349 members 
Mstep: Class 6 contains 88294 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7173 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160383 members 
Mstep: Class 11 contains 151579 members 
Mstep: Class 12 contains 23652 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11420 members 
Mstep: Class 18 contains 157890 members 
Mstep: Class 19 contains 152267 members 
Mstep: Class 20 contains 59666 members 
Mstep: Class 21 contains 166682 members 
Mstep: Class 22 contains 5090 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460336.000000 Penalty: 91161.578125
Iteration 373Q: 27 clusters Score -1.804603e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4163 members 
Mstep: Class 3 contains 155851 members 
Mstep: Class 4 contains 67813 members 
Mstep: Class 5 contains 160348 members 
Mstep: Class 6 contains 88312 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7174 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160394 members 
Mstep: Class 11 contains 151540 members 
Mstep: Class 12 contains 23651 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11440 members 
Mstep: Class 18 contains 157883 members 
Mstep: Class 19 contains 152247 members 
Mstep: Class 20 contains 59740 members 
Mstep: Class 21 contains 166678 members 
Mstep: Class 22 contains 5091 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459712.000000 Penalty: 91161.578125
Iteration 374Q: 27 clusters Score -1.804597e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4163 members 
Mstep: Class 3 contains 155831 members 
Mstep: Class 4 contains 67795 members 
Mstep: Class 5 contains 160324 members 
Mstep: Class 6 contains 88325 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7177 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160390 members 
Mstep: Class 11 contains 151490 members 
Mstep: Class 12 contains 23653 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11460 members 
Mstep: Class 18 contains 157880 members 
Mstep: Class 19 contains 152247 members 
Mstep: Class 20 contains 59827 members 
Mstep: Class 21 contains 166674 members 
Mstep: Class 22 contains 5089 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459744.000000 Penalty: 91161.578125
Iteration 375Q: 27 clusters Score -1.804597e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4166 members 
Mstep: Class 3 contains 155797 members 
Mstep: Class 4 contains 67770 members 
Mstep: Class 5 contains 160301 members 
Mstep: Class 6 contains 88346 members 
Mstep: Class 7 contains 2904 members 
Mstep: Class 8 contains 7179 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160398 members 
Mstep: Class 11 contains 151456 members 
Mstep: Class 12 contains 23656 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 949 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11477 members 
Mstep: Class 18 contains 157874 members 
Mstep: Class 19 contains 152243 members 
Mstep: Class 20 contains 59899 members 
Mstep: Class 21 contains 166676 members 
Mstep: Class 22 contains 5089 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459872.000000 Penalty: 91161.578125
Iteration 376Q: 27 clusters Score -1.804599e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4168 members 
Mstep: Class 3 contains 155775 members 
Mstep: Class 4 contains 67757 members 
Mstep: Class 5 contains 160264 members 
Mstep: Class 6 contains 88376 members 
Mstep: Class 7 contains 2904 members 
Mstep: Class 8 contains 7182 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160398 members 
Mstep: Class 11 contains 151410 members 
Mstep: Class 12 contains 23656 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11484 members 
Mstep: Class 18 contains 157864 members 
Mstep: Class 19 contains 152245 members 
Mstep: Class 20 contains 59972 members 
Mstep: Class 21 contains 166686 members 
Mstep: Class 22 contains 5089 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459776.000000 Penalty: 91161.578125
Iteration 377Q: 27 clusters Score -1.804598e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4171 members 
Mstep: Class 3 contains 155747 members 
Mstep: Class 4 contains 67748 members 
Mstep: Class 5 contains 160237 members 
Mstep: Class 6 contains 88395 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7184 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160406 members 
Mstep: Class 11 contains 151377 members 
Mstep: Class 12 contains 23658 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11499 members 
Mstep: Class 18 contains 157855 members 
Mstep: Class 19 contains 152228 members 
Mstep: Class 20 contains 60041 members 
Mstep: Class 21 contains 166686 members 
Mstep: Class 22 contains 5093 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459440.000000 Penalty: 91161.578125
Iteration 378Q: 27 clusters Score -1.804594e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4173 members 
Mstep: Class 3 contains 155705 members 
Mstep: Class 4 contains 67740 members 
Mstep: Class 5 contains 160198 members 
Mstep: Class 6 contains 88405 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7187 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160412 members 
Mstep: Class 11 contains 151374 members 
Mstep: Class 12 contains 23662 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11516 members 
Mstep: Class 18 contains 157853 members 
Mstep: Class 19 contains 152215 members 
Mstep: Class 20 contains 60102 members 
Mstep: Class 21 contains 166690 members 
Mstep: Class 22 contains 5093 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459120.000000 Penalty: 91161.578125
Iteration 379Q: 27 clusters Score -1.804591e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4172 members 
Mstep: Class 3 contains 155657 members 
Mstep: Class 4 contains 67734 members 
Mstep: Class 5 contains 160172 members 
Mstep: Class 6 contains 88404 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160429 members 
Mstep: Class 11 contains 151379 members 
Mstep: Class 12 contains 23662 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11529 members 
Mstep: Class 18 contains 157848 members 
Mstep: Class 19 contains 152191 members 
Mstep: Class 20 contains 60180 members 
Mstep: Class 21 contains 166685 members 
Mstep: Class 22 contains 5090 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459168.000000 Penalty: 91161.578125
Iteration 380F: 27 clusters Score -1.804592e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4170 members 
Mstep: Class 3 contains 155598 members 
Mstep: Class 4 contains 67711 members 
Mstep: Class 5 contains 160149 members 
Mstep: Class 6 contains 88422 members 
Mstep: Class 7 contains 2904 members 
Mstep: Class 8 contains 7196 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160439 members 
Mstep: Class 11 contains 151364 members 
Mstep: Class 12 contains 23664 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11543 members 
Mstep: Class 18 contains 157824 members 
Mstep: Class 19 contains 152169 members 
Mstep: Class 20 contains 60260 members 
Mstep: Class 21 contains 166722 members 
Mstep: Class 22 contains 5095 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459328.000000 Penalty: 91161.578125
Iteration 381Q: 27 clusters Score -1.804593e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4170 members 
Mstep: Class 3 contains 155556 members 
Mstep: Class 4 contains 67693 members 
Mstep: Class 5 contains 160137 members 
Mstep: Class 6 contains 88444 members 
Mstep: Class 7 contains 2904 members 
Mstep: Class 8 contains 7200 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160458 members 
Mstep: Class 11 contains 151335 members 
Mstep: Class 12 contains 23666 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11558 members 
Mstep: Class 18 contains 157831 members 
Mstep: Class 19 contains 152157 members 
Mstep: Class 20 contains 60338 members 
Mstep: Class 21 contains 166689 members 
Mstep: Class 22 contains 5094 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459280.000000 Penalty: 91161.578125
Iteration 382Q: 27 clusters Score -1.804593e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4168 members 
Mstep: Class 3 contains 155510 members 
Mstep: Class 4 contains 67673 members 
Mstep: Class 5 contains 160131 members 
Mstep: Class 6 contains 88453 members 
Mstep: Class 7 contains 2904 members 
Mstep: Class 8 contains 7205 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160455 members 
Mstep: Class 11 contains 151320 members 
Mstep: Class 12 contains 23666 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11571 members 
Mstep: Class 18 contains 157832 members 
Mstep: Class 19 contains 152178 members 
Mstep: Class 20 contains 60401 members 
Mstep: Class 21 contains 166668 members 
Mstep: Class 22 contains 5095 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459648.000000 Penalty: 91161.578125
Iteration 383Q: 27 clusters Score -1.804596e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4167 members 
Mstep: Class 3 contains 155454 members 
Mstep: Class 4 contains 67652 members 
Mstep: Class 5 contains 160127 members 
Mstep: Class 6 contains 88460 members 
Mstep: Class 7 contains 2904 members 
Mstep: Class 8 contains 7211 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160446 members 
Mstep: Class 11 contains 151305 members 
Mstep: Class 12 contains 23666 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11594 members 
Mstep: Class 18 contains 157822 members 
Mstep: Class 19 contains 152163 members 
Mstep: Class 20 contains 60477 members 
Mstep: Class 21 contains 166687 members 
Mstep: Class 22 contains 5095 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459792.000000 Penalty: 91161.578125
Iteration 384Q: 27 clusters Score -1.804598e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 155411 members 
Mstep: Class 4 contains 67632 members 
Mstep: Class 5 contains 160119 members 
Mstep: Class 6 contains 88467 members 
Mstep: Class 7 contains 2904 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160447 members 
Mstep: Class 11 contains 151278 members 
Mstep: Class 12 contains 23666 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11626 members 
Mstep: Class 18 contains 157821 members 
Mstep: Class 19 contains 152117 members 
Mstep: Class 20 contains 60536 members 
Mstep: Class 21 contains 166724 members 
Mstep: Class 22 contains 5096 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459808.000000 Penalty: 91161.578125
Iteration 385Q: 27 clusters Score -1.804598e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4168 members 
Mstep: Class 3 contains 155373 members 
Mstep: Class 4 contains 67601 members 
Mstep: Class 5 contains 160104 members 
Mstep: Class 6 contains 88479 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7221 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160461 members 
Mstep: Class 11 contains 151258 members 
Mstep: Class 12 contains 23666 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11647 members 
Mstep: Class 18 contains 157817 members 
Mstep: Class 19 contains 152078 members 
Mstep: Class 20 contains 60595 members 
Mstep: Class 21 contains 166762 members 
Mstep: Class 22 contains 5095 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459680.000000 Penalty: 91161.578125
Iteration 386Q: 27 clusters Score -1.804597e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4168 members 
Mstep: Class 3 contains 155347 members 
Mstep: Class 4 contains 67571 members 
Mstep: Class 5 contains 160099 members 
Mstep: Class 6 contains 88493 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7224 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160477 members 
Mstep: Class 11 contains 151228 members 
Mstep: Class 12 contains 23663 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11668 members 
Mstep: Class 18 contains 157816 members 
Mstep: Class 19 contains 152029 members 
Mstep: Class 20 contains 60662 members 
Mstep: Class 21 contains 166787 members 
Mstep: Class 22 contains 5092 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459712.000000 Penalty: 91161.578125
Iteration 387Q: 27 clusters Score -1.804597e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4166 members 
Mstep: Class 3 contains 155315 members 
Mstep: Class 4 contains 67555 members 
Mstep: Class 5 contains 160097 members 
Mstep: Class 6 contains 88520 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7226 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160485 members 
Mstep: Class 11 contains 151193 members 
Mstep: Class 12 contains 23662 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 157817 members 
Mstep: Class 19 contains 151978 members 
Mstep: Class 20 contains 60719 members 
Mstep: Class 21 contains 166815 members 
Mstep: Class 22 contains 5093 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459872.000000 Penalty: 91161.578125
Iteration 388Q: 27 clusters Score -1.804599e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4161 members 
Mstep: Class 3 contains 155277 members 
Mstep: Class 4 contains 67540 members 
Mstep: Class 5 contains 160101 members 
Mstep: Class 6 contains 88530 members 
Mstep: Class 7 contains 2905 members 
Mstep: Class 8 contains 7227 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160502 members 
Mstep: Class 11 contains 151172 members 
Mstep: Class 12 contains 23665 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11689 members 
Mstep: Class 18 contains 157828 members 
Mstep: Class 19 contains 151938 members 
Mstep: Class 20 contains 60785 members 
Mstep: Class 21 contains 166817 members 
Mstep: Class 22 contains 5091 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459904.000000 Penalty: 91161.578125
Iteration 389Q: 27 clusters Score -1.804599e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4158 members 
Mstep: Class 3 contains 155229 members 
Mstep: Class 4 contains 67532 members 
Mstep: Class 5 contains 160104 members 
Mstep: Class 6 contains 88533 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 7232 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160495 members 
Mstep: Class 11 contains 151158 members 
Mstep: Class 12 contains 23665 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11692 members 
Mstep: Class 18 contains 157831 members 
Mstep: Class 19 contains 151918 members 
Mstep: Class 20 contains 60844 members 
Mstep: Class 21 contains 166841 members 
Mstep: Class 22 contains 5090 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460064.000000 Penalty: 91161.578125
Iteration 390Q: 27 clusters Score -1.804601e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4158 members 
Mstep: Class 3 contains 155191 members 
Mstep: Class 4 contains 67515 members 
Mstep: Class 5 contains 160098 members 
Mstep: Class 6 contains 88530 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 7237 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160493 members 
Mstep: Class 11 contains 151155 members 
Mstep: Class 12 contains 23668 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11703 members 
Mstep: Class 18 contains 157823 members 
Mstep: Class 19 contains 151853 members 
Mstep: Class 20 contains 60908 members 
Mstep: Class 21 contains 166898 members 
Mstep: Class 22 contains 5092 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459856.000000 Penalty: 91161.578125
Iteration 391Q: 27 clusters Score -1.804599e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 155131 members 
Mstep: Class 4 contains 67506 members 
Mstep: Class 5 contains 160100 members 
Mstep: Class 6 contains 88540 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7241 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160498 members 
Mstep: Class 11 contains 151140 members 
Mstep: Class 12 contains 23676 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11716 members 
Mstep: Class 18 contains 157833 members 
Mstep: Class 19 contains 151793 members 
Mstep: Class 20 contains 60950 members 
Mstep: Class 21 contains 166949 members 
Mstep: Class 22 contains 5093 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459728.000000 Penalty: 91161.578125
Iteration 392Q: 27 clusters Score -1.804597e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4159 members 
Mstep: Class 3 contains 155083 members 
Mstep: Class 4 contains 67489 members 
Mstep: Class 5 contains 160086 members 
Mstep: Class 6 contains 88543 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7243 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160501 members 
Mstep: Class 11 contains 151129 members 
Mstep: Class 12 contains 23677 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11737 members 
Mstep: Class 18 contains 157836 members 
Mstep: Class 19 contains 151734 members 
Mstep: Class 20 contains 61002 members 
Mstep: Class 21 contains 167006 members 
Mstep: Class 22 contains 5095 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459536.000000 Penalty: 91161.578125
Iteration 393Q: 27 clusters Score -1.804595e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4160 members 
Mstep: Class 3 contains 155039 members 
Mstep: Class 4 contains 67466 members 
Mstep: Class 5 contains 160072 members 
Mstep: Class 6 contains 88551 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7244 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160490 members 
Mstep: Class 11 contains 151103 members 
Mstep: Class 12 contains 23679 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11749 members 
Mstep: Class 18 contains 157840 members 
Mstep: Class 19 contains 151722 members 
Mstep: Class 20 contains 61077 members 
Mstep: Class 21 contains 167034 members 
Mstep: Class 22 contains 5095 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459296.000000 Penalty: 91161.578125
Iteration 394Q: 27 clusters Score -1.804593e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4159 members 
Mstep: Class 3 contains 155015 members 
Mstep: Class 4 contains 67450 members 
Mstep: Class 5 contains 160030 members 
Mstep: Class 6 contains 88560 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 7246 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160476 members 
Mstep: Class 11 contains 151091 members 
Mstep: Class 12 contains 23682 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11765 members 
Mstep: Class 18 contains 157825 members 
Mstep: Class 19 contains 151695 members 
Mstep: Class 20 contains 61151 members 
Mstep: Class 21 contains 167081 members 
Mstep: Class 22 contains 5096 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458752.000000 Penalty: 91161.578125
Iteration 395Q: 27 clusters Score -1.804588e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4158 members 
Mstep: Class 3 contains 154984 members 
Mstep: Class 4 contains 67438 members 
Mstep: Class 5 contains 160009 members 
Mstep: Class 6 contains 88567 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7248 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160443 members 
Mstep: Class 11 contains 151071 members 
Mstep: Class 12 contains 23686 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11771 members 
Mstep: Class 18 contains 157849 members 
Mstep: Class 19 contains 151678 members 
Mstep: Class 20 contains 61208 members 
Mstep: Class 21 contains 167115 members 
Mstep: Class 22 contains 5096 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458544.000000 Penalty: 91161.578125
Iteration 396Q: 27 clusters Score -1.804585e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4154 members 
Mstep: Class 3 contains 154964 members 
Mstep: Class 4 contains 67420 members 
Mstep: Class 5 contains 160015 members 
Mstep: Class 6 contains 88574 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7249 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160428 members 
Mstep: Class 11 contains 151037 members 
Mstep: Class 12 contains 23688 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11782 members 
Mstep: Class 18 contains 157872 members 
Mstep: Class 19 contains 151642 members 
Mstep: Class 20 contains 61255 members 
Mstep: Class 21 contains 167145 members 
Mstep: Class 22 contains 5095 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458384.000000 Penalty: 91161.578125
Iteration 397Q: 27 clusters Score -1.804584e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4154 members 
Mstep: Class 3 contains 154941 members 
Mstep: Class 4 contains 67415 members 
Mstep: Class 5 contains 160022 members 
Mstep: Class 6 contains 88586 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7251 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160439 members 
Mstep: Class 11 contains 150991 members 
Mstep: Class 12 contains 23695 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11785 members 
Mstep: Class 18 contains 157879 members 
Mstep: Class 19 contains 151627 members 
Mstep: Class 20 contains 61292 members 
Mstep: Class 21 contains 167150 members 
Mstep: Class 22 contains 5093 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458448.000000 Penalty: 91161.578125
Iteration 398Q: 27 clusters Score -1.804584e+08 nChanged 773
Entering ConstructFrom: 
Score: -180458448.000000 Penalty: 91161.578125
Entering ConstructFrom: 
Trying to split cluster 1 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -136631.296875 Penalty: 1726.636353
	Iteration 0F: 2 clusters Score -136631.3 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 509 members 
Entering Unmasked Estep 
Score: -134648.265625 Penalty: 3453.272705
	Iteration 0F: 3 clusters Score -134648.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -134930.406250 Penalty: 3453.272705
	Iteration 1F: 3 clusters Score -134930.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -135033.437500 Penalty: 3453.272705
	Iteration 2F: 3 clusters Score -135033.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -135075.750000 Penalty: 3453.272705
	Iteration 3Q: 3 clusters Score -135075.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -135099.281250 Penalty: 3453.272705
	Iteration 4Q: 3 clusters Score -135099.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -135119.546875 Penalty: 3453.272705
	Iteration 5Q: 3 clusters Score -135119.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -135130.921875 Penalty: 3453.272705
	Iteration 6Q: 3 clusters Score -135130.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -135139.031250 Penalty: 3453.272705
	Iteration 7Q: 3 clusters Score -135139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -135144.921875 Penalty: 3453.272705
	Iteration 8Q: 3 clusters Score -135144.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -135151.062500 Penalty: 3453.272705
	Iteration 9Q: 3 clusters Score -135151.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -135159.250000 Penalty: 3453.272705
	Iteration 10Q: 3 clusters Score -135159.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -135168.296875 Penalty: 3453.272705
	Iteration 11Q: 3 clusters Score -135168.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -135172.390625 Penalty: 3453.272705
	Iteration 12Q: 3 clusters Score -135172.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -135176.437500 Penalty: 3453.272705
	Iteration 13Q: 3 clusters Score -135176.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -135184.468750 Penalty: 3453.272705
	Iteration 14Q: 3 clusters Score -135184.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -135193.109375 Penalty: 3453.272705
	Iteration 15Q: 3 clusters Score -135193.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -135207.187500 Penalty: 3453.272705
	Iteration 16Q: 3 clusters Score -135207.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -135211.453125 Penalty: 3453.272705
	Iteration 17Q: 3 clusters Score -135211.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -135212.937500 Penalty: 3453.272705
	Iteration 18Q: 3 clusters Score -135212.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -135213.890625 Penalty: 3453.272705
	Iteration 19Q: 3 clusters Score -135213.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -135216.843750 Penalty: 3453.272705
	Iteration 20F: 3 clusters Score -135216.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Entering Unmasked Estep 
Score: -547508.000000 Penalty: 2066.352783
	Iteration 0F: 2 clusters Score -547508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -543521.625000 Penalty: 4132.705566
	Iteration 0F: 3 clusters Score -543521.6 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -544421.125000 Penalty: 4132.705566
	Iteration 1F: 3 clusters Score -544421.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -544639.625000 Penalty: 4132.705566
	Iteration 2F: 3 clusters Score -544639.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -544774.062500 Penalty: 4132.705566
	Iteration 3Q: 3 clusters Score -544774.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -544872.437500 Penalty: 4132.705566
	Iteration 4Q: 3 clusters Score -544872.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -544969.562500 Penalty: 4132.705566
	Iteration 5Q: 3 clusters Score -544969.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -545037.625000 Penalty: 4132.705566
	Iteration 6Q: 3 clusters Score -545037.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -545099.125000 Penalty: 4132.705566
	Iteration 7Q: 3 clusters Score -545099.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -545138.937500 Penalty: 4132.705566
	Iteration 8Q: 3 clusters Score -545138.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -545180.000000 Penalty: 4132.705566
	Iteration 9Q: 3 clusters Score -545180 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -545216.500000 Penalty: 4132.705566
	Iteration 10Q: 3 clusters Score -545216.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -545246.250000 Penalty: 4132.705566
	Iteration 11Q: 3 clusters Score -545246.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -545268.937500 Penalty: 4132.705566
	Iteration 12Q: 3 clusters Score -545268.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -545297.312500 Penalty: 4132.705566
	Iteration 13Q: 3 clusters Score -545297.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -545321.562500 Penalty: 4132.705566
	Iteration 14Q: 3 clusters Score -545321.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -545344.437500 Penalty: 4132.705566
	Iteration 15Q: 3 clusters Score -545344.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -545366.937500 Penalty: 4132.705566
	Iteration 16Q: 3 clusters Score -545366.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -545397.312500 Penalty: 4132.705566
	Iteration 17Q: 3 clusters Score -545397.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -545426.562500 Penalty: 4132.705566
	Iteration 18Q: 3 clusters Score -545426.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -545451.937500 Penalty: 4132.705566
	Iteration 19Q: 3 clusters Score -545451.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -545477.812500 Penalty: 4132.705566
	Iteration 20F: 3 clusters Score -545477.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -545495.875000 Penalty: 4132.705566
	Iteration 21Q: 3 clusters Score -545495.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -545510.062500 Penalty: 4132.705566
	Iteration 22Q: 3 clusters Score -545510.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -545518.500000 Penalty: 4132.705566
	Iteration 23Q: 3 clusters Score -545518.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -545528.500000 Penalty: 4132.705566
	Iteration 24Q: 3 clusters Score -545528.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -545534.875000 Penalty: 4132.705566
	Iteration 25Q: 3 clusters Score -545534.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -545539.250000 Penalty: 4132.705566
	Iteration 26Q: 3 clusters Score -545539.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -545543.500000 Penalty: 4132.705566
	Iteration 27Q: 3 clusters Score -545543.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -545550.687500 Penalty: 4132.705566
	Iteration 28Q: 3 clusters Score -545550.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -545558.687500 Penalty: 4132.705566
	Iteration 29Q: 3 clusters Score -545558.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -545563.750000 Penalty: 4132.705566
	Iteration 30Q: 3 clusters Score -545563.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -545567.312500 Penalty: 4132.705566
	Iteration 31Q: 3 clusters Score -545567.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -545571.062500 Penalty: 4132.705566
	Iteration 32Q: 3 clusters Score -545571.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -545571.687500 Penalty: 4132.705566
	Iteration 33Q: 3 clusters Score -545571.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -545573.750000 Penalty: 4132.705566
	Iteration 34Q: 3 clusters Score -545573.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -545574.437500 Penalty: 4132.705566
	Iteration 35Q: 3 clusters Score -545574.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -545575.875000 Penalty: 4132.705566
	Iteration 36Q: 3 clusters Score -545575.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -545575.875000 Penalty: 4132.705566
	Iteration 37F: 3 clusters Score -545575.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (154931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154931 members 
Entering Unmasked Estep 
Score: -20582452.000000 Penalty: 2963.782227
	Iteration 0F: 2 clusters Score -2.058245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77271 members 
Mstep: Class 2 contains 77660 members 
Entering Unmasked Estep 
Score: -20479606.000000 Penalty: 5927.564453
	Iteration 0F: 3 clusters Score -2.047961e+07 nChanged 74126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75683 members 
Mstep: Class 2 contains 79248 members 
Entering Unmasked Estep 
Score: -20523548.000000 Penalty: 5927.564453
	Iteration 1F: 3 clusters Score -2.052355e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 80081 members 
Entering Unmasked Estep 
Score: -20525370.000000 Penalty: 5927.564453
	Iteration 2Q: 3 clusters Score -2.052537e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73826 members 
Mstep: Class 2 contains 81105 members 
Entering Unmasked Estep 
Score: -20527688.000000 Penalty: 5927.564453
	Iteration 3Q: 3 clusters Score -2.052769e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72743 members 
Mstep: Class 2 contains 82188 members 
Entering Unmasked Estep 
Score: -20530962.000000 Penalty: 5927.564453
	Iteration 4Q: 3 clusters Score -2.053096e+07 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71795 members 
Mstep: Class 2 contains 83136 members 
Entering Unmasked Estep 
Score: -20535316.000000 Penalty: 5927.564453
	Iteration 5F: 3 clusters Score -2.053532e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70934 members 
Mstep: Class 2 contains 83997 members 
Entering Unmasked Estep 
Score: -20540802.000000 Penalty: 5927.564453
	Iteration 6F: 3 clusters Score -2.05408e+07 nChanged 9452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70160 members 
Mstep: Class 2 contains 84771 members 
Entering Unmasked Estep 
Score: -20546910.000000 Penalty: 5927.564453
	Iteration 7F: 3 clusters Score -2.054691e+07 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 85741 members 
Entering Unmasked Estep 
Score: -20552488.000000 Penalty: 5927.564453
	Iteration 8F: 3 clusters Score -2.055249e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68065 members 
Mstep: Class 2 contains 86866 members 
Entering Unmasked Estep 
Score: -20556440.000000 Penalty: 5927.564453
	Iteration 9F: 3 clusters Score -2.055644e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66852 members 
Mstep: Class 2 contains 88079 members 
Entering Unmasked Estep 
Score: -20558496.000000 Penalty: 5927.564453
	Iteration 10Q: 3 clusters Score -2.05585e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65570 members 
Mstep: Class 2 contains 89361 members 
Entering Unmasked Estep 
Score: -20559420.000000 Penalty: 5927.564453
	Iteration 11Q: 3 clusters Score -2.055942e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64194 members 
Mstep: Class 2 contains 90737 members 
Entering Unmasked Estep 
Score: -20559760.000000 Penalty: 5927.564453
	Iteration 12Q: 3 clusters Score -2.055976e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62732 members 
Mstep: Class 2 contains 92199 members 
Entering Unmasked Estep 
Score: -20560204.000000 Penalty: 5927.564453
	Iteration 13Q: 3 clusters Score -2.05602e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61177 members 
Mstep: Class 2 contains 93754 members 
Entering Unmasked Estep 
Score: -20560554.000000 Penalty: 5927.564453
	Iteration 14Q: 3 clusters Score -2.056055e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59510 members 
Mstep: Class 2 contains 95421 members 
Entering Unmasked Estep 
Score: -20560968.000000 Penalty: 5927.564453
	Iteration 15Q: 3 clusters Score -2.056097e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57780 members 
Mstep: Class 2 contains 97151 members 
Entering Unmasked Estep 
Score: -20561388.000000 Penalty: 5927.564453
	Iteration 16Q: 3 clusters Score -2.056139e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 98966 members 
Entering Unmasked Estep 
Score: -20561910.000000 Penalty: 5927.564453
	Iteration 17Q: 3 clusters Score -2.056191e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 100881 members 
Entering Unmasked Estep 
Score: -20562496.000000 Penalty: 5927.564453
	Iteration 18Q: 3 clusters Score -2.05625e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 102938 members 
Entering Unmasked Estep 
Score: -20563110.000000 Penalty: 5927.564453
	Iteration 19Q: 3 clusters Score -2.056311e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 105011 members 
Entering Unmasked Estep 
Score: -20563756.000000 Penalty: 5927.564453
	Iteration 20F: 3 clusters Score -2.056376e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 107054 members 
Entering Unmasked Estep 
Score: -20564320.000000 Penalty: 5927.564453
	Iteration 21Q: 3 clusters Score -2.056432e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 109136 members 
Entering Unmasked Estep 
Score: -20564912.000000 Penalty: 5927.564453
	Iteration 22Q: 3 clusters Score -2.056491e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 111156 members 
Entering Unmasked Estep 
Score: -20565552.000000 Penalty: 5927.564453
	Iteration 23Q: 3 clusters Score -2.056555e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 113168 members 
Entering Unmasked Estep 
Score: -20566234.000000 Penalty: 5927.564453
	Iteration 24Q: 3 clusters Score -2.056623e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 115073 members 
Entering Unmasked Estep 
Score: -20566790.000000 Penalty: 5927.564453
	Iteration 25Q: 3 clusters Score -2.056679e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 116943 members 
Entering Unmasked Estep 
Score: -20567330.000000 Penalty: 5927.564453
	Iteration 26Q: 3 clusters Score -2.056733e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 118814 members 
Entering Unmasked Estep 
Score: -20567796.000000 Penalty: 5927.564453
	Iteration 27Q: 3 clusters Score -2.05678e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 120589 members 
Entering Unmasked Estep 
Score: -20568308.000000 Penalty: 5927.564453
	Iteration 28Q: 3 clusters Score -2.056831e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 122375 members 
Entering Unmasked Estep 
Score: -20568820.000000 Penalty: 5927.564453
	Iteration 29Q: 3 clusters Score -2.056882e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 124128 members 
Entering Unmasked Estep 
Score: -20569248.000000 Penalty: 5927.564453
	Iteration 30Q: 3 clusters Score -2.056925e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 125873 members 
Entering Unmasked Estep 
Score: -20569674.000000 Penalty: 5927.564453
	Iteration 31Q: 3 clusters Score -2.056967e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 127636 members 
Entering Unmasked Estep 
Score: -20570198.000000 Penalty: 5927.564453
	Iteration 32Q: 3 clusters Score -2.05702e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 129382 members 
Entering Unmasked Estep 
Score: -20570668.000000 Penalty: 5927.564453
	Iteration 33Q: 3 clusters Score -2.057067e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 131117 members 
Entering Unmasked Estep 
Score: -20571164.000000 Penalty: 5927.564453
	Iteration 34Q: 3 clusters Score -2.057116e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 132826 members 
Entering Unmasked Estep 
Score: -20571734.000000 Penalty: 5927.564453
	Iteration 35Q: 3 clusters Score -2.057173e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 134508 members 
Entering Unmasked Estep 
Score: -20572142.000000 Penalty: 5927.564453
	Iteration 36Q: 3 clusters Score -2.057214e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 136109 members 
Entering Unmasked Estep 
Score: -20572520.000000 Penalty: 5927.564453
	Iteration 37Q: 3 clusters Score -2.057252e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 137650 members 
Entering Unmasked Estep 
Score: -20573082.000000 Penalty: 5927.564453
	Iteration 38Q: 3 clusters Score -2.057308e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 139112 members 
Entering Unmasked Estep 
Score: -20573550.000000 Penalty: 5927.564453
	Iteration 39Q: 3 clusters Score -2.057355e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 140464 members 
Entering Unmasked Estep 
Score: -20573968.000000 Penalty: 5927.564453
	Iteration 40F: 3 clusters Score -2.057397e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 141823 members 
Entering Unmasked Estep 
Score: -20574604.000000 Penalty: 5927.564453
	Iteration 41Q: 3 clusters Score -2.05746e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 143158 members 
Entering Unmasked Estep 
Score: -20575110.000000 Penalty: 5927.564453
	Iteration 42Q: 3 clusters Score -2.057511e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 144471 members 
Entering Unmasked Estep 
Score: -20575686.000000 Penalty: 5927.564453
	Iteration 43Q: 3 clusters Score -2.057569e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 145692 members 
Entering Unmasked Estep 
Score: -20576198.000000 Penalty: 5927.564453
	Iteration 44Q: 3 clusters Score -2.05762e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 146809 members 
Entering Unmasked Estep 
Score: -20576720.000000 Penalty: 5927.564453
	Iteration 45Q: 3 clusters Score -2.057672e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 147804 members 
Entering Unmasked Estep 
Score: -20577134.000000 Penalty: 5927.564453
	Iteration 46Q: 3 clusters Score -2.057713e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 148704 members 
Entering Unmasked Estep 
Score: -20577494.000000 Penalty: 5927.564453
	Iteration 47Q: 3 clusters Score -2.057749e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 149478 members 
Entering Unmasked Estep 
Score: -20577764.000000 Penalty: 5927.564453
	Iteration 48Q: 3 clusters Score -2.057776e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 150218 members 
Entering Unmasked Estep 
Score: -20578042.000000 Penalty: 5927.564453
	Iteration 49Q: 3 clusters Score -2.057804e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 150851 members 
Entering Unmasked Estep 
Score: -20578320.000000 Penalty: 5927.564453
	Iteration 50Q: 3 clusters Score -2.057832e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 151381 members 
Entering Unmasked Estep 
Score: -20578616.000000 Penalty: 5927.564453
	Iteration 51Q: 3 clusters Score -2.057862e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 151810 members 
Entering Unmasked Estep 
Score: -20578794.000000 Penalty: 5927.564453
	Iteration 52Q: 3 clusters Score -2.057879e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 152165 members 
Entering Unmasked Estep 
Score: -20578966.000000 Penalty: 5927.564453
	Iteration 53Q: 3 clusters Score -2.057897e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 152467 members 
Entering Unmasked Estep 
Score: -20579124.000000 Penalty: 5927.564453
	Iteration 54Q: 3 clusters Score -2.057912e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 152725 members 
Entering Unmasked Estep 
Score: -20579178.000000 Penalty: 5927.564453
	Iteration 55Q: 3 clusters Score -2.057918e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 152911 members 
Entering Unmasked Estep 
Score: -20579340.000000 Penalty: 5927.564453
	Iteration 56Q: 3 clusters Score -2.057934e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 153081 members 
Entering Unmasked Estep 
Score: -20579398.000000 Penalty: 5927.564453
	Iteration 57Q: 3 clusters Score -2.05794e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 153231 members 
Entering Unmasked Estep 
Score: -20579456.000000 Penalty: 5927.564453
	Iteration 58Q: 3 clusters Score -2.057946e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 153349 members 
Entering Unmasked Estep 
Score: -20579532.000000 Penalty: 5927.564453
	Iteration 59Q: 3 clusters Score -2.057953e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 153445 members 
Entering Unmasked Estep 
Score: -20579572.000000 Penalty: 5927.564453
	Iteration 60F: 3 clusters Score -2.057957e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 153539 members 
Entering Unmasked Estep 
Score: -20579588.000000 Penalty: 5927.564453
	Iteration 61Q: 3 clusters Score -2.057959e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 153624 members 
Entering Unmasked Estep 
Score: -20579608.000000 Penalty: 5927.564453
	Iteration 62Q: 3 clusters Score -2.057961e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 153681 members 
Entering Unmasked Estep 
Score: -20579640.000000 Penalty: 5927.564453
	Iteration 63Q: 3 clusters Score -2.057964e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 153715 members 
Entering Unmasked Estep 
Score: -20579662.000000 Penalty: 5927.564453
	Iteration 64Q: 3 clusters Score -2.057966e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 153759 members 
Entering Unmasked Estep 
Score: -20579668.000000 Penalty: 5927.564453
	Iteration 65Q: 3 clusters Score -2.057967e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 153790 members 
Entering Unmasked Estep 
Score: -20579692.000000 Penalty: 5927.564453
	Iteration 66Q: 3 clusters Score -2.057969e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 153814 members 
Entering Unmasked Estep 
Score: -20579716.000000 Penalty: 5927.564453
	Iteration 67Q: 3 clusters Score -2.057972e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 153830 members 
Entering Unmasked Estep 
Score: -20579716.000000 Penalty: 5927.564453
	Iteration 68Q: 3 clusters Score -2.057972e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 153848 members 
Entering Unmasked Estep 
Score: -20579718.000000 Penalty: 5927.564453
	Iteration 69Q: 3 clusters Score -2.057972e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 153860 members 
Entering Unmasked Estep 
Score: -20579726.000000 Penalty: 5927.564453
	Iteration 70Q: 3 clusters Score -2.057973e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 153871 members 
Entering Unmasked Estep 
Score: -20579730.000000 Penalty: 5927.564453
	Iteration 71Q: 3 clusters Score -2.057973e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 153879 members 
Entering Unmasked Estep 
Score: -20579720.000000 Penalty: 5927.564453
	Iteration 72Q: 3 clusters Score -2.057972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 153886 members 
Entering Unmasked Estep 
Score: -20579738.000000 Penalty: 5927.564453
	Iteration 73Q: 3 clusters Score -2.057974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 153888 members 
Entering Unmasked Estep 
Score: -20579746.000000 Penalty: 5927.564453
	Iteration 74Q: 3 clusters Score -2.057975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 153889 members 
Entering Unmasked Estep 
Score: -20579750.000000 Penalty: 5927.564453
	Iteration 75Q: 3 clusters Score -2.057975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 153890 members 
Entering Unmasked Estep 
Score: -20579752.000000 Penalty: 5927.564453
	Iteration 76Q: 3 clusters Score -2.057975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 153894 members 
Entering Unmasked Estep 
Score: -20579746.000000 Penalty: 5927.564453
	Iteration 77Q: 3 clusters Score -2.057975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 153895 members 
Entering Unmasked Estep 
Score: -20579752.000000 Penalty: 5927.564453
	Iteration 78Q: 3 clusters Score -2.057975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 153895 members 
Entering Unmasked Estep 
Score: -20579752.000000 Penalty: 5927.564453
	Iteration 79F: 3 clusters Score -2.057975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (67402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67402 members 
Entering Unmasked Estep 
Score: -9069014.000000 Penalty: 2757.370605
	Iteration 0F: 2 clusters Score -9069014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -9023710.000000 Penalty: 5514.741211
	Iteration 0F: 3 clusters Score -9023710 nChanged 31683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -9041546.000000 Penalty: 5514.741211
	Iteration 1F: 3 clusters Score -9041546 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -9042164.000000 Penalty: 5514.741211
	Iteration 2Q: 3 clusters Score -9042164 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -9042866.000000 Penalty: 5514.741211
	Iteration 3Q: 3 clusters Score -9042866 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -9043933.000000 Penalty: 5514.741211
	Iteration 4Q: 3 clusters Score -9043933 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -9045340.000000 Penalty: 5514.741211
	Iteration 5Q: 3 clusters Score -9045340 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -9047252.000000 Penalty: 5514.741211
	Iteration 6F: 3 clusters Score -9047252 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -9049662.000000 Penalty: 5514.741211
	Iteration 7F: 3 clusters Score -9049662 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -9052551.000000 Penalty: 5514.741211
	Iteration 8F: 3 clusters Score -9052551 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -9055453.000000 Penalty: 5514.741211
	Iteration 9F: 3 clusters Score -9055453 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -9057990.000000 Penalty: 5514.741211
	Iteration 10F: 3 clusters Score -9057990 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -9059806.000000 Penalty: 5514.741211
	Iteration 11Q: 3 clusters Score -9059806 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -9060701.000000 Penalty: 5514.741211
	Iteration 12Q: 3 clusters Score -9060701 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -9061155.000000 Penalty: 5514.741211
	Iteration 13Q: 3 clusters Score -9061155 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -9061438.000000 Penalty: 5514.741211
	Iteration 14Q: 3 clusters Score -9061438 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -9061680.000000 Penalty: 5514.741211
	Iteration 15Q: 3 clusters Score -9061680 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -9061860.000000 Penalty: 5514.741211
	Iteration 16Q: 3 clusters Score -9061860 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -9062060.000000 Penalty: 5514.741211
	Iteration 17Q: 3 clusters Score -9062060 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -9062277.000000 Penalty: 5514.741211
	Iteration 18Q: 3 clusters Score -9062277 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -9062422.000000 Penalty: 5514.741211
	Iteration 19Q: 3 clusters Score -9062422 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -9062578.000000 Penalty: 5514.741211
	Iteration 20F: 3 clusters Score -9062578 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -9062793.000000 Penalty: 5514.741211
	Iteration 21Q: 3 clusters Score -9062793 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -9062981.000000 Penalty: 5514.741211
	Iteration 22Q: 3 clusters Score -9062981 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -9063106.000000 Penalty: 5514.741211
	Iteration 23Q: 3 clusters Score -9063106 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -9063306.000000 Penalty: 5514.741211
	Iteration 24Q: 3 clusters Score -9063306 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 52433 members 
Entering Unmasked Estep 
Score: -9063501.000000 Penalty: 5514.741211
	Iteration 25Q: 3 clusters Score -9063501 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 53115 members 
Entering Unmasked Estep 
Score: -9063674.000000 Penalty: 5514.741211
	Iteration 26Q: 3 clusters Score -9063674 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 53798 members 
Entering Unmasked Estep 
Score: -9063879.000000 Penalty: 5514.741211
	Iteration 27Q: 3 clusters Score -9063879 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -9064026.000000 Penalty: 5514.741211
	Iteration 28Q: 3 clusters Score -9064026 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 55098 members 
Entering Unmasked Estep 
Score: -9064178.000000 Penalty: 5514.741211
	Iteration 29Q: 3 clusters Score -9064178 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
Score: -9064345.000000 Penalty: 5514.741211
	Iteration 30Q: 3 clusters Score -9064345 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -9064522.000000 Penalty: 5514.741211
	Iteration 31Q: 3 clusters Score -9064522 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 56945 members 
Entering Unmasked Estep 
Score: -9064678.000000 Penalty: 5514.741211
	Iteration 32Q: 3 clusters Score -9064678 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 57576 members 
Entering Unmasked Estep 
Score: -9064927.000000 Penalty: 5514.741211
	Iteration 33Q: 3 clusters Score -9064927 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 58208 members 
Entering Unmasked Estep 
Score: -9065093.000000 Penalty: 5514.741211
	Iteration 34Q: 3 clusters Score -9065093 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 58794 members 
Entering Unmasked Estep 
Score: -9065233.000000 Penalty: 5514.741211
	Iteration 35Q: 3 clusters Score -9065233 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 59330 members 
Entering Unmasked Estep 
Score: -9065370.000000 Penalty: 5514.741211
	Iteration 36Q: 3 clusters Score -9065370 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 59837 members 
Entering Unmasked Estep 
Score: -9065502.000000 Penalty: 5514.741211
	Iteration 37Q: 3 clusters Score -9065502 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 60310 members 
Entering Unmasked Estep 
Score: -9065637.000000 Penalty: 5514.741211
	Iteration 38Q: 3 clusters Score -9065637 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 60730 members 
Entering Unmasked Estep 
Score: -9065790.000000 Penalty: 5514.741211
	Iteration 39Q: 3 clusters Score -9065790 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 61100 members 
Entering Unmasked Estep 
Score: -9065939.000000 Penalty: 5514.741211
	Iteration 40F: 3 clusters Score -9065939 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 61478 members 
Entering Unmasked Estep 
Score: -9066038.000000 Penalty: 5514.741211
	Iteration 41Q: 3 clusters Score -9066038 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 61841 members 
Entering Unmasked Estep 
Score: -9066147.000000 Penalty: 5514.741211
	Iteration 42Q: 3 clusters Score -9066147 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 62149 members 
Entering Unmasked Estep 
Score: -9066261.000000 Penalty: 5514.741211
	Iteration 43Q: 3 clusters Score -9066261 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 62443 members 
Entering Unmasked Estep 
Score: -9066308.000000 Penalty: 5514.741211
	Iteration 44Q: 3 clusters Score -9066308 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 62748 members 
Entering Unmasked Estep 
Score: -9066413.000000 Penalty: 5514.741211
	Iteration 45Q: 3 clusters Score -9066413 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 63004 members 
Entering Unmasked Estep 
Score: -9066473.000000 Penalty: 5514.741211
	Iteration 46Q: 3 clusters Score -9066473 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 63241 members 
Entering Unmasked Estep 
Score: -9066533.000000 Penalty: 5514.741211
	Iteration 47Q: 3 clusters Score -9066533 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 63463 members 
Entering Unmasked Estep 
Score: -9066593.000000 Penalty: 5514.741211
	Iteration 48Q: 3 clusters Score -9066593 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 63672 members 
Entering Unmasked Estep 
Score: -9066646.000000 Penalty: 5514.741211
	Iteration 49Q: 3 clusters Score -9066646 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 63858 members 
Entering Unmasked Estep 
Score: -9066707.000000 Penalty: 5514.741211
	Iteration 50Q: 3 clusters Score -9066707 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 64017 members 
Entering Unmasked Estep 
Score: -9066754.000000 Penalty: 5514.741211
	Iteration 51Q: 3 clusters Score -9066754 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 64157 members 
Entering Unmasked Estep 
Score: -9066810.000000 Penalty: 5514.741211
	Iteration 52Q: 3 clusters Score -9066810 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 64296 members 
Entering Unmasked Estep 
Score: -9066859.000000 Penalty: 5514.741211
	Iteration 53Q: 3 clusters Score -9066859 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 64422 members 
Entering Unmasked Estep 
Score: -9066881.000000 Penalty: 5514.741211
	Iteration 54Q: 3 clusters Score -9066881 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 64530 members 
Entering Unmasked Estep 
Score: -9066932.000000 Penalty: 5514.741211
	Iteration 55Q: 3 clusters Score -9066932 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 64648 members 
Entering Unmasked Estep 
Score: -9066967.000000 Penalty: 5514.741211
	Iteration 56Q: 3 clusters Score -9066967 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 64759 members 
Entering Unmasked Estep 
Score: -9066958.000000 Penalty: 5514.741211
	Iteration 57Q: 3 clusters Score -9066958 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 64849 members 
Entering Unmasked Estep 
Score: -9066977.000000 Penalty: 5514.741211
	Iteration 58Q: 3 clusters Score -9066977 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 64917 members 
Entering Unmasked Estep 
Score: -9066984.000000 Penalty: 5514.741211
	Iteration 59Q: 3 clusters Score -9066984 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 64974 members 
Entering Unmasked Estep 
Score: -9067010.000000 Penalty: 5514.741211
	Iteration 60F: 3 clusters Score -9067010 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 65036 members 
Entering Unmasked Estep 
Score: -9067027.000000 Penalty: 5514.741211
	Iteration 61Q: 3 clusters Score -9067027 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 65083 members 
Entering Unmasked Estep 
Score: -9067017.000000 Penalty: 5514.741211
	Iteration 62Q: 3 clusters Score -9067017 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 65123 members 
Entering Unmasked Estep 
Score: -9067009.000000 Penalty: 5514.741211
	Iteration 63Q: 3 clusters Score -9067009 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 65155 members 
Entering Unmasked Estep 
Score: -9067029.000000 Penalty: 5514.741211
	Iteration 64Q: 3 clusters Score -9067029 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 65188 members 
Entering Unmasked Estep 
Score: -9067038.000000 Penalty: 5514.741211
	Iteration 65Q: 3 clusters Score -9067038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 65219 members 
Entering Unmasked Estep 
Score: -9067034.000000 Penalty: 5514.741211
	Iteration 66Q: 3 clusters Score -9067034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -9067037.000000 Penalty: 5514.741211
	Iteration 67Q: 3 clusters Score -9067037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 65265 members 
Entering Unmasked Estep 
Score: -9067054.000000 Penalty: 5514.741211
	Iteration 68Q: 3 clusters Score -9067054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 65279 members 
Entering Unmasked Estep 
Score: -9067049.000000 Penalty: 5514.741211
	Iteration 69Q: 3 clusters Score -9067049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -9067057.000000 Penalty: 5514.741211
	Iteration 70Q: 3 clusters Score -9067057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 65308 members 
Entering Unmasked Estep 
Score: -9067064.000000 Penalty: 5514.741211
	Iteration 71Q: 3 clusters Score -9067064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 65317 members 
Entering Unmasked Estep 
Score: -9067061.000000 Penalty: 5514.741211
	Iteration 72Q: 3 clusters Score -9067061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 65323 members 
Entering Unmasked Estep 
Score: -9067064.000000 Penalty: 5514.741211
	Iteration 73Q: 3 clusters Score -9067064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -9067067.000000 Penalty: 5514.741211
	Iteration 74Q: 3 clusters Score -9067067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 65326 members 
Entering Unmasked Estep 
Score: -9067070.000000 Penalty: 5514.741211
	Iteration 75Q: 3 clusters Score -9067070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 65328 members 
Entering Unmasked Estep 
Score: -9067069.000000 Penalty: 5514.741211
	Iteration 76Q: 3 clusters Score -9067069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 65331 members 
Entering Unmasked Estep 
Score: -9067076.000000 Penalty: 5514.741211
	Iteration 77Q: 3 clusters Score -9067076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 65335 members 
Entering Unmasked Estep 
Score: -9067073.000000 Penalty: 5514.741211
	Iteration 78Q: 3 clusters Score -9067073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -9067071.000000 Penalty: 5514.741211
	Iteration 79Q: 3 clusters Score -9067071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -9067059.000000 Penalty: 5514.741211
	Iteration 80F: 3 clusters Score -9067059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 65356 members 
Entering Unmasked Estep 
Score: -9067063.000000 Penalty: 5514.741211
	Iteration 81Q: 3 clusters Score -9067063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 65361 members 
Entering Unmasked Estep 
Score: -9067068.000000 Penalty: 5514.741211
	Iteration 82Q: 3 clusters Score -9067068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 65365 members 
Entering Unmasked Estep 
Score: -9067074.000000 Penalty: 5514.741211
	Iteration 83Q: 3 clusters Score -9067074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 65368 members 
Entering Unmasked Estep 
Score: -9067078.000000 Penalty: 5514.741211
	Iteration 84Q: 3 clusters Score -9067078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 65371 members 
Entering Unmasked Estep 
Score: -9067083.000000 Penalty: 5514.741211
	Iteration 85Q: 3 clusters Score -9067083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 65376 members 
Entering Unmasked Estep 
Score: -9067083.000000 Penalty: 5514.741211
	Iteration 86Q: 3 clusters Score -9067083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 65382 members 
Entering Unmasked Estep 
Score: -9067085.000000 Penalty: 5514.741211
	Iteration 87Q: 3 clusters Score -9067085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 65384 members 
Entering Unmasked Estep 
Score: -9067082.000000 Penalty: 5514.741211
	Iteration 88Q: 3 clusters Score -9067082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 65388 members 
Entering Unmasked Estep 
Score: -9067078.000000 Penalty: 5514.741211
	Iteration 89Q: 3 clusters Score -9067078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 65390 members 
Entering Unmasked Estep 
Score: -9067076.000000 Penalty: 5514.741211
	Iteration 90Q: 3 clusters Score -9067076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 65394 members 
Entering Unmasked Estep 
Score: -9067069.000000 Penalty: 5514.741211
	Iteration 91Q: 3 clusters Score -9067069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 65399 members 
Entering Unmasked Estep 
Score: -9067075.000000 Penalty: 5514.741211
	Iteration 92Q: 3 clusters Score -9067075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 65400 members 
Entering Unmasked Estep 
Score: -9067075.000000 Penalty: 5514.741211
	Iteration 93Q: 3 clusters Score -9067075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 65402 members 
Entering Unmasked Estep 
Score: -9067081.000000 Penalty: 5514.741211
	Iteration 94Q: 3 clusters Score -9067081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 65403 members 
Entering Unmasked Estep 
Score: -9067080.000000 Penalty: 5514.741211
	Iteration 95Q: 3 clusters Score -9067080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 65403 members 
Entering Unmasked Estep 
Score: -9067080.000000 Penalty: 5514.741211
	Iteration 96F: 3 clusters Score -9067080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (160024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160024 members 
Entering Unmasked Estep 
Score: -21221180.000000 Penalty: 2971.803467
	Iteration 0F: 2 clusters Score -2.122118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80345 members 
Mstep: Class 2 contains 79679 members 
Entering Unmasked Estep 
Score: -21115384.000000 Penalty: 5943.606934
	Iteration 0F: 3 clusters Score -2.111538e+07 nChanged 76656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86513 members 
Mstep: Class 2 contains 73511 members 
Entering Unmasked Estep 
Score: -21160210.000000 Penalty: 5943.606934
	Iteration 1F: 3 clusters Score -2.116021e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90439 members 
Mstep: Class 2 contains 69585 members 
Entering Unmasked Estep 
Score: -21161866.000000 Penalty: 5943.606934
	Iteration 2Q: 3 clusters Score -2.116187e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96362 members 
Mstep: Class 2 contains 63662 members 
Entering Unmasked Estep 
Score: -21164564.000000 Penalty: 5943.606934
	Iteration 3Q: 3 clusters Score -2.116456e+07 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105186 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -21169124.000000 Penalty: 5943.606934
	Iteration 4F: 3 clusters Score -2.116912e+07 nChanged 12323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117349 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -21177992.000000 Penalty: 5943.606934
	Iteration 5F: 3 clusters Score -2.117799e+07 nChanged 14315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131618 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -21190636.000000 Penalty: 5943.606934
	Iteration 6F: 3 clusters Score -2.119064e+07 nChanged 13681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145289 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -21204902.000000 Penalty: 5943.606934
	Iteration 7F: 3 clusters Score -2.12049e+07 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154396 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -21214506.000000 Penalty: 5943.606934
	Iteration 8F: 3 clusters Score -2.121451e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158359 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -21217796.000000 Penalty: 5943.606934
	Iteration 9Q: 3 clusters Score -2.12178e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159439 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -21218364.000000 Penalty: 5943.606934
	Iteration 10Q: 3 clusters Score -2.121836e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159680 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -21218622.000000 Penalty: 5943.606934
	Iteration 11Q: 3 clusters Score -2.121862e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159740 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21218662.000000 Penalty: 5943.606934
	Iteration 12Q: 3 clusters Score -2.121866e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159759 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21218668.000000 Penalty: 5943.606934
	Iteration 13Q: 3 clusters Score -2.121867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159767 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21218690.000000 Penalty: 5943.606934
	Iteration 14Q: 3 clusters Score -2.121869e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159775 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21218712.000000 Penalty: 5943.606934
	Iteration 15Q: 3 clusters Score -2.121871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159780 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21218732.000000 Penalty: 5943.606934
	Iteration 16Q: 3 clusters Score -2.121873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159780 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21218732.000000 Penalty: 5943.606934
	Iteration 17F: 3 clusters Score -2.121873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (88604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88604 members 
Entering Unmasked Estep 
Score: -11490846.000000 Penalty: 2825.199219
	Iteration 0F: 2 clusters Score -1.149085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -11431412.000000 Penalty: 5650.398438
	Iteration 0F: 3 clusters Score -1.143141e+07 nChanged 41761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -11455058.000000 Penalty: 5650.398438
	Iteration 1F: 3 clusters Score -1.145506e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -11455986.000000 Penalty: 5650.398438
	Iteration 2Q: 3 clusters Score -1.145599e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -11457299.000000 Penalty: 5650.398438
	Iteration 3Q: 3 clusters Score -1.14573e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -11459107.000000 Penalty: 5650.398438
	Iteration 4Q: 3 clusters Score -1.145911e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58399 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -11462048.000000 Penalty: 5650.398438
	Iteration 5F: 3 clusters Score -1.146205e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64105 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -11466883.000000 Penalty: 5650.398438
	Iteration 6F: 3 clusters Score -1.146688e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70740 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -11473449.000000 Penalty: 5650.398438
	Iteration 7F: 3 clusters Score -1.147345e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76862 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -11479775.000000 Penalty: 5650.398438
	Iteration 8F: 3 clusters Score -1.147978e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81199 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -11483986.000000 Penalty: 5650.398438
	Iteration 9F: 3 clusters Score -1.148399e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83773 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -11486141.000000 Penalty: 5650.398438
	Iteration 10Q: 3 clusters Score -1.148614e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85227 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -11487167.000000 Penalty: 5650.398438
	Iteration 11Q: 3 clusters Score -1.148717e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86059 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -11487672.000000 Penalty: 5650.398438
	Iteration 12Q: 3 clusters Score -1.148767e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86544 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -11487938.000000 Penalty: 5650.398438
	Iteration 13Q: 3 clusters Score -1.148794e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86840 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -11488160.000000 Penalty: 5650.398438
	Iteration 14Q: 3 clusters Score -1.148816e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87035 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -11488248.000000 Penalty: 5650.398438
	Iteration 15Q: 3 clusters Score -1.148825e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87159 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -11488347.000000 Penalty: 5650.398438
	Iteration 16Q: 3 clusters Score -1.148835e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87247 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -11488358.000000 Penalty: 5650.398438
	Iteration 17Q: 3 clusters Score -1.148836e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87305 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -11488396.000000 Penalty: 5650.398438
	Iteration 18Q: 3 clusters Score -1.14884e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87363 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -11488454.000000 Penalty: 5650.398438
	Iteration 19Q: 3 clusters Score -1.148845e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87408 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -11488482.000000 Penalty: 5650.398438
	Iteration 20F: 3 clusters Score -1.148848e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87439 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -11488471.000000 Penalty: 5650.398438
	Iteration 21Q: 3 clusters Score -1.148847e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87460 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -11488488.000000 Penalty: 5650.398438
	Iteration 22Q: 3 clusters Score -1.148849e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87481 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -11488497.000000 Penalty: 5650.398438
	Iteration 23Q: 3 clusters Score -1.14885e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87505 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -11488521.000000 Penalty: 5650.398438
	Iteration 24Q: 3 clusters Score -1.148852e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87520 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -11488525.000000 Penalty: 5650.398438
	Iteration 25Q: 3 clusters Score -1.148852e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87533 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -11488532.000000 Penalty: 5650.398438
	Iteration 26Q: 3 clusters Score -1.148853e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87544 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -11488522.000000 Penalty: 5650.398438
	Iteration 27Q: 3 clusters Score -1.148852e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87561 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -11488556.000000 Penalty: 5650.398438
	Iteration 28Q: 3 clusters Score -1.148856e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87579 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -11488559.000000 Penalty: 5650.398438
	Iteration 29Q: 3 clusters Score -1.148856e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87602 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -11488581.000000 Penalty: 5650.398438
	Iteration 30Q: 3 clusters Score -1.148858e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87617 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -11488579.000000 Penalty: 5650.398438
	Iteration 31Q: 3 clusters Score -1.148858e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87626 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -11488597.000000 Penalty: 5650.398438
	Iteration 32Q: 3 clusters Score -1.14886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87634 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -11488614.000000 Penalty: 5650.398438
	Iteration 33Q: 3 clusters Score -1.148861e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87649 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -11488617.000000 Penalty: 5650.398438
	Iteration 34Q: 3 clusters Score -1.148862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87655 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -11488608.000000 Penalty: 5650.398438
	Iteration 35Q: 3 clusters Score -1.148861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87658 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -11488611.000000 Penalty: 5650.398438
	Iteration 36Q: 3 clusters Score -1.148861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87663 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -11488610.000000 Penalty: 5650.398438
	Iteration 37Q: 3 clusters Score -1.148861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87663 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -11488603.000000 Penalty: 5650.398438
	Iteration 38Q: 3 clusters Score -1.14886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87663 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -11488623.000000 Penalty: 5650.398438
	Iteration 39Q: 3 clusters Score -1.148862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87668 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -11488615.000000 Penalty: 5650.398438
	Iteration 40F: 3 clusters Score -1.148862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87670 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -11488624.000000 Penalty: 5650.398438
	Iteration 41Q: 3 clusters Score -1.148862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87674 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -11488624.000000 Penalty: 5650.398438
	Iteration 42Q: 3 clusters Score -1.148862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87673 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -11488632.000000 Penalty: 5650.398438
	Iteration 43Q: 3 clusters Score -1.148863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87676 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -11488632.000000 Penalty: 5650.398438
	Iteration 44Q: 3 clusters Score -1.148863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87678 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -11488621.000000 Penalty: 5650.398438
	Iteration 45Q: 3 clusters Score -1.148862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87681 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -11488620.000000 Penalty: 5650.398438
	Iteration 46Q: 3 clusters Score -1.148862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87682 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -11488618.000000 Penalty: 5650.398438
	Iteration 47Q: 3 clusters Score -1.148862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87683 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -11488624.000000 Penalty: 5650.398438
	Iteration 48Q: 3 clusters Score -1.148862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87684 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -11488629.000000 Penalty: 5650.398438
	Iteration 49Q: 3 clusters Score -1.148863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87686 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -11488621.000000 Penalty: 5650.398438
	Iteration 50Q: 3 clusters Score -1.148862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87687 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -11488617.000000 Penalty: 5650.398438
	Iteration 51Q: 3 clusters Score -1.148862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87688 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -11488628.000000 Penalty: 5650.398438
	Iteration 52Q: 3 clusters Score -1.148863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87689 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11488622.000000 Penalty: 5650.398438
	Iteration 53Q: 3 clusters Score -1.148862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87689 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11488620.000000 Penalty: 5650.398438
	Iteration 54Q: 3 clusters Score -1.148862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87691 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -11488623.000000 Penalty: 5650.398438
	Iteration 55Q: 3 clusters Score -1.148862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87690 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -11488624.000000 Penalty: 5650.398438
	Iteration 56Q: 3 clusters Score -1.148862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87690 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -11488633.000000 Penalty: 5650.398438
	Iteration 57Q: 3 clusters Score -1.148863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87692 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -11488630.000000 Penalty: 5650.398438
	Iteration 58Q: 3 clusters Score -1.148863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87693 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -11488631.000000 Penalty: 5650.398438
	Iteration 59Q: 3 clusters Score -1.148863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87690 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -11488633.000000 Penalty: 5650.398438
	Iteration 60F: 3 clusters Score -1.148863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87690 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -11488632.000000 Penalty: 5650.398438
	Iteration 61Q: 3 clusters Score -1.148863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87692 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -11488638.000000 Penalty: 5650.398438
	Iteration 62Q: 3 clusters Score -1.148864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87695 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -11488637.000000 Penalty: 5650.398438
	Iteration 63Q: 3 clusters Score -1.148864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87697 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -11488646.000000 Penalty: 5650.398438
	Iteration 64Q: 3 clusters Score -1.148865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87702 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -11488643.000000 Penalty: 5650.398438
	Iteration 65Q: 3 clusters Score -1.148864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87701 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -11488649.000000 Penalty: 5650.398438
	Iteration 66Q: 3 clusters Score -1.148865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87700 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -11488646.000000 Penalty: 5650.398438
	Iteration 67Q: 3 clusters Score -1.148865e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87699 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -11488650.000000 Penalty: 5650.398438
	Iteration 68Q: 3 clusters Score -1.148865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87699 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -11488650.000000 Penalty: 5650.398438
	Iteration 69F: 3 clusters Score -1.148865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Entering Unmasked Estep 
Score: -387540.375000 Penalty: 1977.769409
	Iteration 0F: 2 clusters Score -387540.4 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 1470 members 
Entering Unmasked Estep 
Score: -384308.375000 Penalty: 3955.538818
	Iteration 0F: 3 clusters Score -384308.4 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -384966.750000 Penalty: 3955.538818
	Iteration 1F: 3 clusters Score -384966.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -385180.125000 Penalty: 3955.538818
	Iteration 2F: 3 clusters Score -385180.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -385351.968750 Penalty: 3955.538818
	Iteration 3F: 3 clusters Score -385352 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -385512.781250 Penalty: 3955.538818
	Iteration 4Q: 3 clusters Score -385512.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -385672.531250 Penalty: 3955.538818
	Iteration 5Q: 3 clusters Score -385672.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -385861.093750 Penalty: 3955.538818
	Iteration 6Q: 3 clusters Score -385861.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -386153.500000 Penalty: 3955.538818
	Iteration 7F: 3 clusters Score -386153.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -386394.625000 Penalty: 3955.538818
	Iteration 8F: 3 clusters Score -386394.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -386582.562500 Penalty: 3955.538818
	Iteration 9F: 3 clusters Score -386582.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -386749.656250 Penalty: 3955.538818
	Iteration 10Q: 3 clusters Score -386749.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -386866.812500 Penalty: 3955.538818
	Iteration 11Q: 3 clusters Score -386866.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -386969.812500 Penalty: 3955.538818
	Iteration 12Q: 3 clusters Score -386969.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -387077.562500 Penalty: 3955.538818
	Iteration 13Q: 3 clusters Score -387077.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -387185.531250 Penalty: 3955.538818
	Iteration 14Q: 3 clusters Score -387185.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -387247.468750 Penalty: 3955.538818
	Iteration 15Q: 3 clusters Score -387247.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -387273.000000 Penalty: 3955.538818
	Iteration 16Q: 3 clusters Score -387273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -387282.562500 Penalty: 3955.538818
	Iteration 17Q: 3 clusters Score -387282.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -387286.937500 Penalty: 3955.538818
	Iteration 18Q: 3 clusters Score -387286.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -387288.187500 Penalty: 3955.538818
	Iteration 19Q: 3 clusters Score -387288.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -387288.187500 Penalty: 3955.538818
	Iteration 20F: 3 clusters Score -387288.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Entering Unmasked Estep 
Score: -919657.312500 Penalty: 2204.548340
	Iteration 0F: 2 clusters Score -919657.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -913686.937500 Penalty: 4409.096680
	Iteration 0F: 3 clusters Score -913686.9 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -915414.000000 Penalty: 4409.096680
	Iteration 1F: 3 clusters Score -915414 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -915961.437500 Penalty: 4409.096680
	Iteration 2F: 3 clusters Score -915961.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -916515.750000 Penalty: 4409.096680
	Iteration 3F: 3 clusters Score -916515.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -917005.375000 Penalty: 4409.096680
	Iteration 4F: 3 clusters Score -917005.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -917434.812500 Penalty: 4409.096680
	Iteration 5F: 3 clusters Score -917434.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -917708.187500 Penalty: 4409.096680
	Iteration 6F: 3 clusters Score -917708.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -917890.187500 Penalty: 4409.096680
	Iteration 7Q: 3 clusters Score -917890.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -918002.750000 Penalty: 4409.096680
	Iteration 8Q: 3 clusters Score -918002.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -918071.187500 Penalty: 4409.096680
	Iteration 9Q: 3 clusters Score -918071.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -918112.875000 Penalty: 4409.096680
	Iteration 10Q: 3 clusters Score -918112.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -918144.750000 Penalty: 4409.096680
	Iteration 11Q: 3 clusters Score -918144.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -918175.187500 Penalty: 4409.096680
	Iteration 12Q: 3 clusters Score -918175.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -918193.375000 Penalty: 4409.096680
	Iteration 13Q: 3 clusters Score -918193.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -918209.937500 Penalty: 4409.096680
	Iteration 14Q: 3 clusters Score -918209.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -918218.625000 Penalty: 4409.096680
	Iteration 15Q: 3 clusters Score -918218.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -918223.250000 Penalty: 4409.096680
	Iteration 16Q: 3 clusters Score -918223.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -918227.875000 Penalty: 4409.096680
	Iteration 17Q: 3 clusters Score -918227.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -918234.562500 Penalty: 4409.096680
	Iteration 18Q: 3 clusters Score -918234.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -918235.375000 Penalty: 4409.096680
	Iteration 19Q: 3 clusters Score -918235.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -918235.500000 Penalty: 4409.096680
	Iteration 20F: 3 clusters Score -918235.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -918236.312500 Penalty: 4409.096680
	Iteration 21Q: 3 clusters Score -918236.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -918237.562500 Penalty: 4409.096680
	Iteration 22Q: 3 clusters Score -918237.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -918241.125000 Penalty: 4409.096680
	Iteration 23Q: 3 clusters Score -918241.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -918242.250000 Penalty: 4409.096680
	Iteration 24Q: 3 clusters Score -918242.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -918245.187500 Penalty: 4409.096680
	Iteration 25Q: 3 clusters Score -918245.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -918250.562500 Penalty: 4409.096680
	Iteration 26Q: 3 clusters Score -918250.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -918252.750000 Penalty: 4409.096680
	Iteration 27Q: 3 clusters Score -918252.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -918259.062500 Penalty: 4409.096680
	Iteration 28Q: 3 clusters Score -918259.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -918260.000000 Penalty: 4409.096680
	Iteration 29Q: 3 clusters Score -918260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -918263.562500 Penalty: 4409.096680
	Iteration 30Q: 3 clusters Score -918263.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -918262.000000 Penalty: 4409.096680
	Iteration 31Q: 3 clusters Score -918262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -918264.437500 Penalty: 4409.096680
	Iteration 32Q: 3 clusters Score -918264.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -918264.875000 Penalty: 4409.096680
	Iteration 33Q: 3 clusters Score -918264.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -918265.562500 Penalty: 4409.096680
	Iteration 34Q: 3 clusters Score -918265.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -918265.562500 Penalty: 4409.096680
	Iteration 35F: 3 clusters Score -918265.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Entering Unmasked Estep 
Score: -82806.039062 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -82806.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -81104.617188 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -81104.62 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81331.570312 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -81331.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81411.679688 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -81411.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -81449.929688 Penalty: 3230.562256
	Iteration 3Q: 3 clusters Score -81449.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -81485.945312 Penalty: 3230.562256
	Iteration 4Q: 3 clusters Score -81485.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -81498.375000 Penalty: 3230.562256
	Iteration 5Q: 3 clusters Score -81498.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81505.710938 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -81505.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81513.773438 Penalty: 3230.562256
	Iteration 7Q: 3 clusters Score -81513.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81526.085938 Penalty: 3230.562256
	Iteration 8Q: 3 clusters Score -81526.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -81534.156250 Penalty: 3230.562256
	Iteration 9Q: 3 clusters Score -81534.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -81534.851562 Penalty: 3230.562256
	Iteration 10Q: 3 clusters Score -81534.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -81534.851562 Penalty: 3230.562256
	Iteration 11F: 3 clusters Score -81534.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (160434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160434 members 
Entering Unmasked Estep 
Score: -21489620.000000 Penalty: 2972.438232
	Iteration 0F: 2 clusters Score -2.148962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80188 members 
Mstep: Class 2 contains 80246 members 
Entering Unmasked Estep 
Score: -21384822.000000 Penalty: 5944.876465
	Iteration 0F: 3 clusters Score -2.138482e+07 nChanged 76798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81066 members 
Mstep: Class 2 contains 79368 members 
Entering Unmasked Estep 
Score: -21428758.000000 Penalty: 5944.876465
	Iteration 1F: 3 clusters Score -2.142876e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81340 members 
Mstep: Class 2 contains 79094 members 
Entering Unmasked Estep 
Score: -21429280.000000 Penalty: 5944.876465
	Iteration 2Q: 3 clusters Score -2.142928e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81704 members 
Mstep: Class 2 contains 78730 members 
Entering Unmasked Estep 
Score: -21430040.000000 Penalty: 5944.876465
	Iteration 3Q: 3 clusters Score -2.143004e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82347 members 
Mstep: Class 2 contains 78087 members 
Entering Unmasked Estep 
Score: -21430686.000000 Penalty: 5944.876465
	Iteration 4Q: 3 clusters Score -2.143069e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83432 members 
Mstep: Class 2 contains 77002 members 
Entering Unmasked Estep 
Score: -21431512.000000 Penalty: 5944.876465
	Iteration 5Q: 3 clusters Score -2.143151e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85119 members 
Mstep: Class 2 contains 75315 members 
Entering Unmasked Estep 
Score: -21432398.000000 Penalty: 5944.876465
	Iteration 6Q: 3 clusters Score -2.14324e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87604 members 
Mstep: Class 2 contains 72830 members 
Entering Unmasked Estep 
Score: -21433666.000000 Penalty: 5944.876465
	Iteration 7Q: 3 clusters Score -2.143367e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91198 members 
Mstep: Class 2 contains 69236 members 
Entering Unmasked Estep 
Score: -21435552.000000 Penalty: 5944.876465
	Iteration 8Q: 3 clusters Score -2.143555e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96426 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -21438906.000000 Penalty: 5944.876465
	Iteration 9Q: 3 clusters Score -2.143891e+07 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103266 members 
Mstep: Class 2 contains 57168 members 
Entering Unmasked Estep 
Score: -21444470.000000 Penalty: 5944.876465
	Iteration 10F: 3 clusters Score -2.144447e+07 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111596 members 
Mstep: Class 2 contains 48838 members 
Entering Unmasked Estep 
Score: -21452030.000000 Penalty: 5944.876465
	Iteration 11F: 3 clusters Score -2.145203e+07 nChanged 11765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120773 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -21460538.000000 Penalty: 5944.876465
	Iteration 12F: 3 clusters Score -2.146054e+07 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129549 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -21468896.000000 Penalty: 5944.876465
	Iteration 13F: 3 clusters Score -2.14689e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136556 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -21475376.000000 Penalty: 5944.876465
	Iteration 14F: 3 clusters Score -2.147538e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141705 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -21480142.000000 Penalty: 5944.876465
	Iteration 15Q: 3 clusters Score -2.148014e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145036 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -21483426.000000 Penalty: 5944.876465
	Iteration 16Q: 3 clusters Score -2.148343e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147432 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -21485420.000000 Penalty: 5944.876465
	Iteration 17Q: 3 clusters Score -2.148542e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149247 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -21486536.000000 Penalty: 5944.876465
	Iteration 18Q: 3 clusters Score -2.148654e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150721 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -21487312.000000 Penalty: 5944.876465
	Iteration 19Q: 3 clusters Score -2.148731e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151942 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -21487858.000000 Penalty: 5944.876465
	Iteration 20F: 3 clusters Score -2.148786e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152893 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -21488118.000000 Penalty: 5944.876465
	Iteration 21Q: 3 clusters Score -2.148812e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153703 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -21488462.000000 Penalty: 5944.876465
	Iteration 22Q: 3 clusters Score -2.148846e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154392 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -21488608.000000 Penalty: 5944.876465
	Iteration 23Q: 3 clusters Score -2.148861e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154971 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -21488764.000000 Penalty: 5944.876465
	Iteration 24Q: 3 clusters Score -2.148876e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155458 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -21488812.000000 Penalty: 5944.876465
	Iteration 25Q: 3 clusters Score -2.148881e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155867 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -21488810.000000 Penalty: 5944.876465
	Iteration 26Q: 3 clusters Score -2.148881e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156182 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -21488858.000000 Penalty: 5944.876465
	Iteration 27Q: 3 clusters Score -2.148886e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156448 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -21488856.000000 Penalty: 5944.876465
	Iteration 28Q: 3 clusters Score -2.148886e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156653 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -21488818.000000 Penalty: 5944.876465
	Iteration 29Q: 3 clusters Score -2.148882e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156825 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -21488842.000000 Penalty: 5944.876465
	Iteration 30Q: 3 clusters Score -2.148884e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156973 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -21488864.000000 Penalty: 5944.876465
	Iteration 31Q: 3 clusters Score -2.148886e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157105 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -21488792.000000 Penalty: 5944.876465
	Iteration 32Q: 3 clusters Score -2.148879e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157212 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -21488784.000000 Penalty: 5944.876465
	Iteration 33Q: 3 clusters Score -2.148878e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157287 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -21488780.000000 Penalty: 5944.876465
	Iteration 34Q: 3 clusters Score -2.148878e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157353 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -21488764.000000 Penalty: 5944.876465
	Iteration 35Q: 3 clusters Score -2.148876e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157405 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -21488774.000000 Penalty: 5944.876465
	Iteration 36Q: 3 clusters Score -2.148877e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157461 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -21488752.000000 Penalty: 5944.876465
	Iteration 37Q: 3 clusters Score -2.148875e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157516 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -21488768.000000 Penalty: 5944.876465
	Iteration 38Q: 3 clusters Score -2.148877e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157564 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -21488750.000000 Penalty: 5944.876465
	Iteration 39Q: 3 clusters Score -2.148875e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157610 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -21488772.000000 Penalty: 5944.876465
	Iteration 40F: 3 clusters Score -2.148877e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157655 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -21488784.000000 Penalty: 5944.876465
	Iteration 41Q: 3 clusters Score -2.148878e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157694 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -21488774.000000 Penalty: 5944.876465
	Iteration 42Q: 3 clusters Score -2.148877e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157732 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -21488790.000000 Penalty: 5944.876465
	Iteration 43Q: 3 clusters Score -2.148879e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157762 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -21488776.000000 Penalty: 5944.876465
	Iteration 44Q: 3 clusters Score -2.148878e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157791 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -21488750.000000 Penalty: 5944.876465
	Iteration 45Q: 3 clusters Score -2.148875e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157805 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -21488746.000000 Penalty: 5944.876465
	Iteration 46Q: 3 clusters Score -2.148875e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157814 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -21488760.000000 Penalty: 5944.876465
	Iteration 47Q: 3 clusters Score -2.148876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157824 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -21488742.000000 Penalty: 5944.876465
	Iteration 48Q: 3 clusters Score -2.148874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157834 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -21488752.000000 Penalty: 5944.876465
	Iteration 49Q: 3 clusters Score -2.148875e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157849 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -21488730.000000 Penalty: 5944.876465
	Iteration 50Q: 3 clusters Score -2.148873e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157865 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -21488730.000000 Penalty: 5944.876465
	Iteration 51Q: 3 clusters Score -2.148873e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157884 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -21488738.000000 Penalty: 5944.876465
	Iteration 52Q: 3 clusters Score -2.148874e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157899 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -21488736.000000 Penalty: 5944.876465
	Iteration 53Q: 3 clusters Score -2.148874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157912 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -21488728.000000 Penalty: 5944.876465
	Iteration 54Q: 3 clusters Score -2.148873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157924 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -21488724.000000 Penalty: 5944.876465
	Iteration 55Q: 3 clusters Score -2.148872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157933 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -21488724.000000 Penalty: 5944.876465
	Iteration 56Q: 3 clusters Score -2.148872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157944 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -21488716.000000 Penalty: 5944.876465
	Iteration 57Q: 3 clusters Score -2.148872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157955 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -21488712.000000 Penalty: 5944.876465
	Iteration 58Q: 3 clusters Score -2.148871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157962 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -21488718.000000 Penalty: 5944.876465
	Iteration 59Q: 3 clusters Score -2.148872e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157975 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -21488712.000000 Penalty: 5944.876465
	Iteration 60F: 3 clusters Score -2.148871e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157985 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -21488724.000000 Penalty: 5944.876465
	Iteration 61Q: 3 clusters Score -2.148872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157994 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -21488710.000000 Penalty: 5944.876465
	Iteration 62Q: 3 clusters Score -2.148871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158002 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -21488702.000000 Penalty: 5944.876465
	Iteration 63Q: 3 clusters Score -2.14887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158010 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -21488694.000000 Penalty: 5944.876465
	Iteration 64Q: 3 clusters Score -2.148869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158017 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -21488714.000000 Penalty: 5944.876465
	Iteration 65Q: 3 clusters Score -2.148871e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158029 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -21488720.000000 Penalty: 5944.876465
	Iteration 66Q: 3 clusters Score -2.148872e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158037 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -21488714.000000 Penalty: 5944.876465
	Iteration 67Q: 3 clusters Score -2.148871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158045 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -21488718.000000 Penalty: 5944.876465
	Iteration 68Q: 3 clusters Score -2.148872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158048 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -21488726.000000 Penalty: 5944.876465
	Iteration 69Q: 3 clusters Score -2.148873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158049 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -21488726.000000 Penalty: 5944.876465
	Iteration 70Q: 3 clusters Score -2.148873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158054 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -21488708.000000 Penalty: 5944.876465
	Iteration 71Q: 3 clusters Score -2.148871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158059 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -21488720.000000 Penalty: 5944.876465
	Iteration 72Q: 3 clusters Score -2.148872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158064 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -21488724.000000 Penalty: 5944.876465
	Iteration 73Q: 3 clusters Score -2.148872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158071 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -21488712.000000 Penalty: 5944.876465
	Iteration 74Q: 3 clusters Score -2.148871e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158077 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -21488720.000000 Penalty: 5944.876465
	Iteration 75Q: 3 clusters Score -2.148872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158088 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -21488726.000000 Penalty: 5944.876465
	Iteration 76Q: 3 clusters Score -2.148873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158097 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -21488742.000000 Penalty: 5944.876465
	Iteration 77Q: 3 clusters Score -2.148874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158104 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -21488732.000000 Penalty: 5944.876465
	Iteration 78Q: 3 clusters Score -2.148873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158113 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -21488740.000000 Penalty: 5944.876465
	Iteration 79Q: 3 clusters Score -2.148874e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158121 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -21488738.000000 Penalty: 5944.876465
	Iteration 80F: 3 clusters Score -2.148874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158128 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -21488740.000000 Penalty: 5944.876465
	Iteration 81Q: 3 clusters Score -2.148874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158136 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -21488754.000000 Penalty: 5944.876465
	Iteration 82Q: 3 clusters Score -2.148875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158142 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -21488736.000000 Penalty: 5944.876465
	Iteration 83Q: 3 clusters Score -2.148874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158149 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -21488758.000000 Penalty: 5944.876465
	Iteration 84Q: 3 clusters Score -2.148876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158155 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -21488738.000000 Penalty: 5944.876465
	Iteration 85Q: 3 clusters Score -2.148874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158166 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -21488742.000000 Penalty: 5944.876465
	Iteration 86Q: 3 clusters Score -2.148874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158173 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -21488730.000000 Penalty: 5944.876465
	Iteration 87Q: 3 clusters Score -2.148873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158176 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -21488726.000000 Penalty: 5944.876465
	Iteration 88Q: 3 clusters Score -2.148873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158179 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -21488732.000000 Penalty: 5944.876465
	Iteration 89Q: 3 clusters Score -2.148873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158184 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -21488730.000000 Penalty: 5944.876465
	Iteration 90Q: 3 clusters Score -2.148873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158188 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -21488742.000000 Penalty: 5944.876465
	Iteration 91Q: 3 clusters Score -2.148874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158193 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -21488742.000000 Penalty: 5944.876465
	Iteration 92Q: 3 clusters Score -2.148874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158200 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -21488742.000000 Penalty: 5944.876465
	Iteration 93Q: 3 clusters Score -2.148874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158202 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -21488738.000000 Penalty: 5944.876465
	Iteration 94Q: 3 clusters Score -2.148874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158204 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -21488738.000000 Penalty: 5944.876465
	Iteration 95Q: 3 clusters Score -2.148874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158207 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -21488754.000000 Penalty: 5944.876465
	Iteration 96Q: 3 clusters Score -2.148875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158209 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -21488754.000000 Penalty: 5944.876465
	Iteration 97Q: 3 clusters Score -2.148875e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158211 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -21488756.000000 Penalty: 5944.876465
	Iteration 98Q: 3 clusters Score -2.148876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158212 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -21488754.000000 Penalty: 5944.876465
	Iteration 99Q: 3 clusters Score -2.148875e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158212 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -21488754.000000 Penalty: 5944.876465
	Iteration 100F: 3 clusters Score -2.148875e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (150944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150944 members 
Entering Unmasked Estep 
Score: -20059268.000000 Penalty: 2957.316895
	Iteration 0F: 2 clusters Score -2.005927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 75009 members 
Entering Unmasked Estep 
Score: -19958718.000000 Penalty: 5914.633789
	Iteration 0F: 3 clusters Score -1.995872e+07 nChanged 72084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80939 members 
Mstep: Class 2 contains 70005 members 
Entering Unmasked Estep 
Score: -20000554.000000 Penalty: 5914.633789
	Iteration 1F: 3 clusters Score -2.000055e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84055 members 
Mstep: Class 2 contains 66889 members 
Entering Unmasked Estep 
Score: -20001870.000000 Penalty: 5914.633789
	Iteration 2Q: 3 clusters Score -2.000187e+07 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88742 members 
Mstep: Class 2 contains 62202 members 
Entering Unmasked Estep 
Score: -20003754.000000 Penalty: 5914.633789
	Iteration 3Q: 3 clusters Score -2.000375e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95795 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -20007064.000000 Penalty: 5914.633789
	Iteration 4Q: 3 clusters Score -2.000706e+07 nChanged 10311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106082 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -20014188.000000 Penalty: 5914.633789
	Iteration 5F: 3 clusters Score -2.001419e+07 nChanged 13683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119763 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -20025802.000000 Penalty: 5914.633789
	Iteration 6F: 3 clusters Score -2.00258e+07 nChanged 14678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134441 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -20040328.000000 Penalty: 5914.633789
	Iteration 7F: 3 clusters Score -2.004033e+07 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145093 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -20051160.000000 Penalty: 5914.633789
	Iteration 8F: 3 clusters Score -2.005116e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149436 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -20055250.000000 Penalty: 5914.633789
	Iteration 9Q: 3 clusters Score -2.005525e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150527 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -20056270.000000 Penalty: 5914.633789
	Iteration 10Q: 3 clusters Score -2.005627e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150707 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20056470.000000 Penalty: 5914.633789
	Iteration 11Q: 3 clusters Score -2.005647e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150744 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -20056534.000000 Penalty: 5914.633789
	Iteration 12Q: 3 clusters Score -2.005653e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150765 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -20056594.000000 Penalty: 5914.633789
	Iteration 13Q: 3 clusters Score -2.005659e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150776 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -20056628.000000 Penalty: 5914.633789
	Iteration 14Q: 3 clusters Score -2.005663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150778 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20056626.000000 Penalty: 5914.633789
	Iteration 15Q: 3 clusters Score -2.005663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150777 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20056626.000000 Penalty: 5914.633789
	Iteration 16Q: 3 clusters Score -2.005663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150778 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -20056636.000000 Penalty: 5914.633789
	Iteration 17Q: 3 clusters Score -2.005664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150777 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20056636.000000 Penalty: 5914.633789
	Iteration 18Q: 3 clusters Score -2.005664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150777 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20056636.000000 Penalty: 5914.633789
	Iteration 19F: 3 clusters Score -2.005664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Entering Unmasked Estep 
Score: -3136863.750000 Penalty: 2498.108643
	Iteration 0F: 2 clusters Score -3136864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -3120215.250000 Penalty: 4996.217285
	Iteration 0F: 3 clusters Score -3120215 nChanged 10641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -3126048.750000 Penalty: 4996.217285
	Iteration 1F: 3 clusters Score -3126049 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -3126359.500000 Penalty: 4996.217285
	Iteration 2Q: 3 clusters Score -3126360 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -3126609.500000 Penalty: 4996.217285
	Iteration 3Q: 3 clusters Score -3126610 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -3126827.500000 Penalty: 4996.217285
	Iteration 4Q: 3 clusters Score -3126828 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -3127023.250000 Penalty: 4996.217285
	Iteration 5Q: 3 clusters Score -3127023 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -3127209.750000 Penalty: 4996.217285
	Iteration 6Q: 3 clusters Score -3127210 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -3127421.750000 Penalty: 4996.217285
	Iteration 7Q: 3 clusters Score -3127422 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -3127709.000000 Penalty: 4996.217285
	Iteration 8Q: 3 clusters Score -3127709 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -3128162.500000 Penalty: 4996.217285
	Iteration 9Q: 3 clusters Score -3128162 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -3128882.250000 Penalty: 4996.217285
	Iteration 10F: 3 clusters Score -3128882 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -3129998.500000 Penalty: 4996.217285
	Iteration 11F: 3 clusters Score -3129998 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -3131474.000000 Penalty: 4996.217285
	Iteration 12F: 3 clusters Score -3131474 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -3132812.250000 Penalty: 4996.217285
	Iteration 13F: 3 clusters Score -3132812 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3133773.000000 Penalty: 4996.217285
	Iteration 14Q: 3 clusters Score -3133773 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3134400.250000 Penalty: 4996.217285
	Iteration 15Q: 3 clusters Score -3134400 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3134778.250000 Penalty: 4996.217285
	Iteration 16Q: 3 clusters Score -3134778 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3135019.250000 Penalty: 4996.217285
	Iteration 17Q: 3 clusters Score -3135019 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3135177.000000 Penalty: 4996.217285
	Iteration 18Q: 3 clusters Score -3135177 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3135240.750000 Penalty: 4996.217285
	Iteration 19Q: 3 clusters Score -3135241 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3135276.000000 Penalty: 4996.217285
	Iteration 20F: 3 clusters Score -3135276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3135296.250000 Penalty: 4996.217285
	Iteration 21Q: 3 clusters Score -3135296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3135301.250000 Penalty: 4996.217285
	Iteration 22Q: 3 clusters Score -3135301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3135300.500000 Penalty: 4996.217285
	Iteration 23Q: 3 clusters Score -3135300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3135302.500000 Penalty: 4996.217285
	Iteration 24Q: 3 clusters Score -3135302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3135303.500000 Penalty: 4996.217285
	Iteration 25Q: 3 clusters Score -3135304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3135303.500000 Penalty: 4996.217285
	Iteration 26Q: 3 clusters Score -3135304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3135299.250000 Penalty: 4996.217285
	Iteration 27Q: 3 clusters Score -3135299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3135302.750000 Penalty: 4996.217285
	Iteration 28Q: 3 clusters Score -3135303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3135304.000000 Penalty: 4996.217285
	Iteration 29Q: 3 clusters Score -3135304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3135305.500000 Penalty: 4996.217285
	Iteration 30Q: 3 clusters Score -3135306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3135305.000000 Penalty: 4996.217285
	Iteration 31Q: 3 clusters Score -3135305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3135304.500000 Penalty: 4996.217285
	Iteration 32Q: 3 clusters Score -3135304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3135303.750000 Penalty: 4996.217285
	Iteration 33Q: 3 clusters Score -3135304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3135303.750000 Penalty: 4996.217285
	Iteration 34F: 3 clusters Score -3135304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -39603.722656 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -39603.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38305.515625 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -38305.52 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38551.667969 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -38551.67 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -38825.035156 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -38825.04 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -39380.449219 Penalty: 2952.808594
	Iteration 3F: 3 clusters Score -39380.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39649.054688 Penalty: 2952.808594
	Iteration 4F: 3 clusters Score -39649.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39779.902344 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -39779.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -40097.730469 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -40097.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -40540.570312 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -40540.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -40962.019531 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -40962.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -41026.621094 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -41026.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -41078.121094 Penalty: 2952.808594
	Iteration 10Q: 3 clusters Score -41078.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -41118.187500 Penalty: 2952.808594
	Iteration 11Q: 3 clusters Score -41118.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -41135.132812 Penalty: 2952.808594
	Iteration 12Q: 3 clusters Score -41135.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -41135.132812 Penalty: 2952.808594
	Iteration 13F: 3 clusters Score -41135.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 154931 members 
Mstep: Class 4 contains 67402 members 
Mstep: Class 5 contains 160024 members 
Mstep: Class 6 contains 88604 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7254 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160434 members 
Mstep: Class 11 contains 150944 members 
Mstep: Class 12 contains 23695 members 
Mstep: Class 13 contains 239 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11775 members 
Mstep: Class 18 contains 157899 members 
Mstep: Class 19 contains 151623 members 
Mstep: Class 20 contains 61340 members 
Mstep: Class 21 contains 167149 members 
Mstep: Class 22 contains 5091 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 146 members 
Entering Unmasked Estep 
Score: -180457808.000000 Penalty: 94667.796875
Splitting cluster 13 changes total score from -180458448.000000 to -180457808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Entering Unmasked Estep 
Score: -111975.648438 Penalty: 1700.663452
	Iteration 0F: 2 clusters Score -111975.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -110125.195312 Penalty: 3401.326904
	Iteration 0F: 3 clusters Score -110125.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -110461.203125 Penalty: 3401.326904
	Iteration 1F: 3 clusters Score -110461.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -110628.984375 Penalty: 3401.326904
	Iteration 2F: 3 clusters Score -110629 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -110691.007812 Penalty: 3401.326904
	Iteration 3Q: 3 clusters Score -110691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -110758.984375 Penalty: 3401.326904
	Iteration 4Q: 3 clusters Score -110759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -110792.476562 Penalty: 3401.326904
	Iteration 5Q: 3 clusters Score -110792.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -110819.570312 Penalty: 3401.326904
	Iteration 6Q: 3 clusters Score -110819.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -110838.320312 Penalty: 3401.326904
	Iteration 7Q: 3 clusters Score -110838.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -110857.609375 Penalty: 3401.326904
	Iteration 8Q: 3 clusters Score -110857.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -110866.328125 Penalty: 3401.326904
	Iteration 9Q: 3 clusters Score -110866.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -110883.000000 Penalty: 3401.326904
	Iteration 10Q: 3 clusters Score -110883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -110910.375000 Penalty: 3401.326904
	Iteration 11Q: 3 clusters Score -110910.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -110926.539062 Penalty: 3401.326904
	Iteration 12Q: 3 clusters Score -110926.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -110937.281250 Penalty: 3401.326904
	Iteration 13Q: 3 clusters Score -110937.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -110938.171875 Penalty: 3401.326904
	Iteration 14Q: 3 clusters Score -110938.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -110939.546875 Penalty: 3401.326904
	Iteration 15Q: 3 clusters Score -110939.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -110939.546875 Penalty: 3401.326904
	Iteration 16F: 3 clusters Score -110939.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -10533.827148 Penalty: 1115.952759
	Iteration 0F: 2 clusters Score -10533.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -9762.173828 Penalty: 2231.905518
	Iteration 0F: 3 clusters Score -9762.174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (82 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Entering Unmasked Estep 
Score: -8936.987305 Penalty: 1092.866333
	Iteration 0F: 2 clusters Score -8936.987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -8237.829102 Penalty: 2185.732666
	Iteration 0F: 3 clusters Score -8237.829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Entering Unmasked Estep 
Score: -1572197.000000 Penalty: 2324.686035
	Iteration 0F: 2 clusters Score -1572197 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 5897 members 
Entering Unmasked Estep 
Score: -1563406.125000 Penalty: 4649.372070
	Iteration 0F: 3 clusters Score -1563406 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1566014.625000 Penalty: 4649.372070
	Iteration 1F: 3 clusters Score -1566015 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1566307.750000 Penalty: 4649.372070
	Iteration 2F: 3 clusters Score -1566308 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1566542.875000 Penalty: 4649.372070
	Iteration 3Q: 3 clusters Score -1566543 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1566725.500000 Penalty: 4649.372070
	Iteration 4Q: 3 clusters Score -1566726 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1566928.875000 Penalty: 4649.372070
	Iteration 5Q: 3 clusters Score -1566929 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1567153.000000 Penalty: 4649.372070
	Iteration 6Q: 3 clusters Score -1567153 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1567393.125000 Penalty: 4649.372070
	Iteration 7Q: 3 clusters Score -1567393 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1567680.625000 Penalty: 4649.372070
	Iteration 8Q: 3 clusters Score -1567681 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1568066.875000 Penalty: 4649.372070
	Iteration 9Q: 3 clusters Score -1568067 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1568492.000000 Penalty: 4649.372070
	Iteration 10F: 3 clusters Score -1568492 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1568889.750000 Penalty: 4649.372070
	Iteration 11Q: 3 clusters Score -1568890 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1569260.625000 Penalty: 4649.372070
	Iteration 12Q: 3 clusters Score -1569261 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1569605.750000 Penalty: 4649.372070
	Iteration 13Q: 3 clusters Score -1569606 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1569972.250000 Penalty: 4649.372070
	Iteration 14Q: 3 clusters Score -1569972 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1570287.000000 Penalty: 4649.372070
	Iteration 15Q: 3 clusters Score -1570287 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1570547.000000 Penalty: 4649.372070
	Iteration 16Q: 3 clusters Score -1570547 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1570738.500000 Penalty: 4649.372070
	Iteration 17Q: 3 clusters Score -1570738 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1570844.500000 Penalty: 4649.372070
	Iteration 18Q: 3 clusters Score -1570844 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1570904.250000 Penalty: 4649.372070
	Iteration 19Q: 3 clusters Score -1570904 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1570921.875000 Penalty: 4649.372070
	Iteration 20F: 3 clusters Score -1570922 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1570932.750000 Penalty: 4649.372070
	Iteration 21Q: 3 clusters Score -1570933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1570941.750000 Penalty: 4649.372070
	Iteration 22Q: 3 clusters Score -1570942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1570943.500000 Penalty: 4649.372070
	Iteration 23Q: 3 clusters Score -1570944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1570948.750000 Penalty: 4649.372070
	Iteration 24Q: 3 clusters Score -1570949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1570947.375000 Penalty: 4649.372070
	Iteration 25Q: 3 clusters Score -1570947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1570949.875000 Penalty: 4649.372070
	Iteration 26Q: 3 clusters Score -1570950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1570947.625000 Penalty: 4649.372070
	Iteration 27Q: 3 clusters Score -1570948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1570949.125000 Penalty: 4649.372070
	Iteration 28Q: 3 clusters Score -1570949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1570950.125000 Penalty: 4649.372070
	Iteration 29Q: 3 clusters Score -1570950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1570952.750000 Penalty: 4649.372070
	Iteration 30Q: 3 clusters Score -1570953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1570952.750000 Penalty: 4649.372070
	Iteration 31F: 3 clusters Score -1570953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (157899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157899 members 
Entering Unmasked Estep 
Score: -20995302.000000 Penalty: 2968.488281
	Iteration 0F: 2 clusters Score -2.09953e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79007 members 
Mstep: Class 2 contains 78892 members 
Entering Unmasked Estep 
Score: -20891698.000000 Penalty: 5936.976562
	Iteration 0F: 3 clusters Score -2.08917e+07 nChanged 75680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80843 members 
Mstep: Class 2 contains 77056 members 
Entering Unmasked Estep 
Score: -20935966.000000 Penalty: 5936.976562
	Iteration 1F: 3 clusters Score -2.093597e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82421 members 
Mstep: Class 2 contains 75478 members 
Entering Unmasked Estep 
Score: -20937498.000000 Penalty: 5936.976562
	Iteration 2Q: 3 clusters Score -2.09375e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85084 members 
Mstep: Class 2 contains 72815 members 
Entering Unmasked Estep 
Score: -20939996.000000 Penalty: 5936.976562
	Iteration 3Q: 3 clusters Score -2.094e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89312 members 
Mstep: Class 2 contains 68587 members 
Entering Unmasked Estep 
Score: -20943960.000000 Penalty: 5936.976562
	Iteration 4F: 3 clusters Score -2.094396e+07 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95579 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
Score: -20950032.000000 Penalty: 5936.976562
	Iteration 5F: 3 clusters Score -2.095003e+07 nChanged 11767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103384 members 
Mstep: Class 2 contains 54515 members 
Entering Unmasked Estep 
Score: -20958228.000000 Penalty: 5936.976562
	Iteration 6F: 3 clusters Score -2.095823e+07 nChanged 11677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111489 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -20968148.000000 Penalty: 5936.976562
	Iteration 7F: 3 clusters Score -2.096815e+07 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118074 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -20977676.000000 Penalty: 5936.976562
	Iteration 8F: 3 clusters Score -2.097768e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122145 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -20983044.000000 Penalty: 5936.976562
	Iteration 9Q: 3 clusters Score -2.098304e+07 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124843 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -20984846.000000 Penalty: 5936.976562
	Iteration 10Q: 3 clusters Score -2.098485e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127171 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -20985884.000000 Penalty: 5936.976562
	Iteration 11Q: 3 clusters Score -2.098588e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129291 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -20986788.000000 Penalty: 5936.976562
	Iteration 12Q: 3 clusters Score -2.098679e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131372 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -20987524.000000 Penalty: 5936.976562
	Iteration 13Q: 3 clusters Score -2.098752e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133252 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -20988110.000000 Penalty: 5936.976562
	Iteration 14Q: 3 clusters Score -2.098811e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134992 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -20988646.000000 Penalty: 5936.976562
	Iteration 15Q: 3 clusters Score -2.098865e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136625 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -20989270.000000 Penalty: 5936.976562
	Iteration 16Q: 3 clusters Score -2.098927e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138190 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -20989756.000000 Penalty: 5936.976562
	Iteration 17Q: 3 clusters Score -2.098976e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139709 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -20990170.000000 Penalty: 5936.976562
	Iteration 18Q: 3 clusters Score -2.099017e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141125 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -20990640.000000 Penalty: 5936.976562
	Iteration 19Q: 3 clusters Score -2.099064e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142482 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -20991172.000000 Penalty: 5936.976562
	Iteration 20F: 3 clusters Score -2.099117e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143795 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -20991744.000000 Penalty: 5936.976562
	Iteration 21Q: 3 clusters Score -2.099174e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144984 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -20992084.000000 Penalty: 5936.976562
	Iteration 22Q: 3 clusters Score -2.099208e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146064 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -20992434.000000 Penalty: 5936.976562
	Iteration 23Q: 3 clusters Score -2.099243e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147110 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -20992818.000000 Penalty: 5936.976562
	Iteration 24Q: 3 clusters Score -2.099282e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148096 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -20993140.000000 Penalty: 5936.976562
	Iteration 25Q: 3 clusters Score -2.099314e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148975 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -20993394.000000 Penalty: 5936.976562
	Iteration 26Q: 3 clusters Score -2.099339e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149750 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -20993526.000000 Penalty: 5936.976562
	Iteration 27Q: 3 clusters Score -2.099353e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150473 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -20993692.000000 Penalty: 5936.976562
	Iteration 28Q: 3 clusters Score -2.099369e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151125 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -20993768.000000 Penalty: 5936.976562
	Iteration 29Q: 3 clusters Score -2.099377e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151685 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -20993862.000000 Penalty: 5936.976562
	Iteration 30Q: 3 clusters Score -2.099386e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152143 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -20993960.000000 Penalty: 5936.976562
	Iteration 31Q: 3 clusters Score -2.099396e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152492 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -20994006.000000 Penalty: 5936.976562
	Iteration 32Q: 3 clusters Score -2.099401e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152807 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -20994028.000000 Penalty: 5936.976562
	Iteration 33Q: 3 clusters Score -2.099403e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153099 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -20994054.000000 Penalty: 5936.976562
	Iteration 34Q: 3 clusters Score -2.099405e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153358 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -20994048.000000 Penalty: 5936.976562
	Iteration 35Q: 3 clusters Score -2.099405e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153564 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -20994074.000000 Penalty: 5936.976562
	Iteration 36Q: 3 clusters Score -2.099407e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153752 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -20994088.000000 Penalty: 5936.976562
	Iteration 37Q: 3 clusters Score -2.099409e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153911 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -20994100.000000 Penalty: 5936.976562
	Iteration 38Q: 3 clusters Score -2.09941e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154040 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -20994090.000000 Penalty: 5936.976562
	Iteration 39Q: 3 clusters Score -2.099409e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154166 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -20994130.000000 Penalty: 5936.976562
	Iteration 40F: 3 clusters Score -2.099413e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154278 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -20994124.000000 Penalty: 5936.976562
	Iteration 41Q: 3 clusters Score -2.099412e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154380 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -20994142.000000 Penalty: 5936.976562
	Iteration 42Q: 3 clusters Score -2.099414e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154485 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -20994128.000000 Penalty: 5936.976562
	Iteration 43Q: 3 clusters Score -2.099413e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154560 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -20994156.000000 Penalty: 5936.976562
	Iteration 44Q: 3 clusters Score -2.099416e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154618 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -20994180.000000 Penalty: 5936.976562
	Iteration 45Q: 3 clusters Score -2.099418e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154662 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -20994168.000000 Penalty: 5936.976562
	Iteration 46Q: 3 clusters Score -2.099417e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154707 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -20994162.000000 Penalty: 5936.976562
	Iteration 47Q: 3 clusters Score -2.099416e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154741 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -20994174.000000 Penalty: 5936.976562
	Iteration 48Q: 3 clusters Score -2.099417e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154768 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -20994158.000000 Penalty: 5936.976562
	Iteration 49Q: 3 clusters Score -2.099416e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154791 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -20994162.000000 Penalty: 5936.976562
	Iteration 50Q: 3 clusters Score -2.099416e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154817 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -20994162.000000 Penalty: 5936.976562
	Iteration 51Q: 3 clusters Score -2.099416e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154840 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -20994146.000000 Penalty: 5936.976562
	Iteration 52Q: 3 clusters Score -2.099415e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154858 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -20994142.000000 Penalty: 5936.976562
	Iteration 53Q: 3 clusters Score -2.099414e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154873 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -20994140.000000 Penalty: 5936.976562
	Iteration 54Q: 3 clusters Score -2.099414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154882 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -20994152.000000 Penalty: 5936.976562
	Iteration 55Q: 3 clusters Score -2.099415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154888 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -20994140.000000 Penalty: 5936.976562
	Iteration 56Q: 3 clusters Score -2.099414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154895 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -20994150.000000 Penalty: 5936.976562
	Iteration 57Q: 3 clusters Score -2.099415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154899 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -20994146.000000 Penalty: 5936.976562
	Iteration 58Q: 3 clusters Score -2.099415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154901 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -20994144.000000 Penalty: 5936.976562
	Iteration 59Q: 3 clusters Score -2.099414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154906 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -20994146.000000 Penalty: 5936.976562
	Iteration 60F: 3 clusters Score -2.099415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154911 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -20994142.000000 Penalty: 5936.976562
	Iteration 61Q: 3 clusters Score -2.099414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154913 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -20994140.000000 Penalty: 5936.976562
	Iteration 62Q: 3 clusters Score -2.099414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154917 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -20994152.000000 Penalty: 5936.976562
	Iteration 63Q: 3 clusters Score -2.099415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154922 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -20994164.000000 Penalty: 5936.976562
	Iteration 64Q: 3 clusters Score -2.099416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154929 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -20994146.000000 Penalty: 5936.976562
	Iteration 65Q: 3 clusters Score -2.099415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154935 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -20994142.000000 Penalty: 5936.976562
	Iteration 66Q: 3 clusters Score -2.099414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154938 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -20994130.000000 Penalty: 5936.976562
	Iteration 67Q: 3 clusters Score -2.099413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154939 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -20994130.000000 Penalty: 5936.976562
	Iteration 68Q: 3 clusters Score -2.099413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154939 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -20994130.000000 Penalty: 5936.976562
	Iteration 69F: 3 clusters Score -2.099413e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (151623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151623 members 
Entering Unmasked Estep 
Score: -20245714.000000 Penalty: 2958.429932
	Iteration 0F: 2 clusters Score -2.024571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75846 members 
Mstep: Class 2 contains 75777 members 
Entering Unmasked Estep 
Score: -20144640.000000 Penalty: 5916.859863
	Iteration 0F: 3 clusters Score -2.014464e+07 nChanged 72437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77835 members 
Mstep: Class 2 contains 73788 members 
Entering Unmasked Estep 
Score: -20186424.000000 Penalty: 5916.859863
	Iteration 1F: 3 clusters Score -2.018642e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 72485 members 
Entering Unmasked Estep 
Score: -20187302.000000 Penalty: 5916.859863
	Iteration 2Q: 3 clusters Score -2.01873e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81197 members 
Mstep: Class 2 contains 70426 members 
Entering Unmasked Estep 
Score: -20188800.000000 Penalty: 5916.859863
	Iteration 3Q: 3 clusters Score -2.01888e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84364 members 
Mstep: Class 2 contains 67259 members 
Entering Unmasked Estep 
Score: -20190982.000000 Penalty: 5916.859863
	Iteration 4Q: 3 clusters Score -2.019098e+07 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88954 members 
Mstep: Class 2 contains 62669 members 
Entering Unmasked Estep 
Score: -20194320.000000 Penalty: 5916.859863
	Iteration 5Q: 3 clusters Score -2.019432e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94837 members 
Mstep: Class 2 contains 56786 members 
Entering Unmasked Estep 
Score: -20199296.000000 Penalty: 5916.859863
	Iteration 6F: 3 clusters Score -2.01993e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101664 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -20206222.000000 Penalty: 5916.859863
	Iteration 7F: 3 clusters Score -2.020622e+07 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108171 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -20214134.000000 Penalty: 5916.859863
	Iteration 8F: 3 clusters Score -2.021413e+07 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113148 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -20221498.000000 Penalty: 5916.859863
	Iteration 9F: 3 clusters Score -2.02215e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116151 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -20226974.000000 Penalty: 5916.859863
	Iteration 10Q: 3 clusters Score -2.022697e+07 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117789 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -20229792.000000 Penalty: 5916.859863
	Iteration 11Q: 3 clusters Score -2.022979e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119209 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -20230976.000000 Penalty: 5916.859863
	Iteration 12Q: 3 clusters Score -2.023098e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120498 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -20231664.000000 Penalty: 5916.859863
	Iteration 13Q: 3 clusters Score -2.023166e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121839 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -20232142.000000 Penalty: 5916.859863
	Iteration 14Q: 3 clusters Score -2.023214e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123173 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -20232552.000000 Penalty: 5916.859863
	Iteration 15Q: 3 clusters Score -2.023255e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124527 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -20232982.000000 Penalty: 5916.859863
	Iteration 16Q: 3 clusters Score -2.023298e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125943 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -20233490.000000 Penalty: 5916.859863
	Iteration 17Q: 3 clusters Score -2.023349e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127342 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -20233976.000000 Penalty: 5916.859863
	Iteration 18Q: 3 clusters Score -2.023398e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128728 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -20234460.000000 Penalty: 5916.859863
	Iteration 19Q: 3 clusters Score -2.023446e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130158 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -20234946.000000 Penalty: 5916.859863
	Iteration 20F: 3 clusters Score -2.023495e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131601 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -20235406.000000 Penalty: 5916.859863
	Iteration 21Q: 3 clusters Score -2.023541e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133100 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -20235960.000000 Penalty: 5916.859863
	Iteration 22Q: 3 clusters Score -2.023596e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134602 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -20236468.000000 Penalty: 5916.859863
	Iteration 23Q: 3 clusters Score -2.023647e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136110 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -20236962.000000 Penalty: 5916.859863
	Iteration 24Q: 3 clusters Score -2.023696e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137630 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -20237530.000000 Penalty: 5916.859863
	Iteration 25Q: 3 clusters Score -2.023753e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139157 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -20238118.000000 Penalty: 5916.859863
	Iteration 26Q: 3 clusters Score -2.023812e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140573 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -20238624.000000 Penalty: 5916.859863
	Iteration 27Q: 3 clusters Score -2.023862e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141931 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -20239240.000000 Penalty: 5916.859863
	Iteration 28Q: 3 clusters Score -2.023924e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143243 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -20239830.000000 Penalty: 5916.859863
	Iteration 29Q: 3 clusters Score -2.023983e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144396 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -20240350.000000 Penalty: 5916.859863
	Iteration 30Q: 3 clusters Score -2.024035e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145396 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -20240828.000000 Penalty: 5916.859863
	Iteration 31Q: 3 clusters Score -2.024083e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146285 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -20241324.000000 Penalty: 5916.859863
	Iteration 32Q: 3 clusters Score -2.024132e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147026 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -20241654.000000 Penalty: 5916.859863
	Iteration 33Q: 3 clusters Score -2.024165e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147687 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -20241964.000000 Penalty: 5916.859863
	Iteration 34Q: 3 clusters Score -2.024196e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148230 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -20242202.000000 Penalty: 5916.859863
	Iteration 35Q: 3 clusters Score -2.02422e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148688 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -20242394.000000 Penalty: 5916.859863
	Iteration 36Q: 3 clusters Score -2.024239e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149059 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -20242574.000000 Penalty: 5916.859863
	Iteration 37Q: 3 clusters Score -2.024257e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149373 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -20242716.000000 Penalty: 5916.859863
	Iteration 38Q: 3 clusters Score -2.024272e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149620 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -20242824.000000 Penalty: 5916.859863
	Iteration 39Q: 3 clusters Score -2.024282e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149800 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -20242894.000000 Penalty: 5916.859863
	Iteration 40F: 3 clusters Score -2.024289e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149962 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -20242972.000000 Penalty: 5916.859863
	Iteration 41Q: 3 clusters Score -2.024297e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150077 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -20243018.000000 Penalty: 5916.859863
	Iteration 42Q: 3 clusters Score -2.024302e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150184 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -20243042.000000 Penalty: 5916.859863
	Iteration 43Q: 3 clusters Score -2.024304e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150258 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -20243090.000000 Penalty: 5916.859863
	Iteration 44Q: 3 clusters Score -2.024309e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150313 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -20243100.000000 Penalty: 5916.859863
	Iteration 45Q: 3 clusters Score -2.02431e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150358 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -20243110.000000 Penalty: 5916.859863
	Iteration 46Q: 3 clusters Score -2.024311e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150388 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -20243128.000000 Penalty: 5916.859863
	Iteration 47Q: 3 clusters Score -2.024313e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150423 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -20243136.000000 Penalty: 5916.859863
	Iteration 48Q: 3 clusters Score -2.024314e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150451 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -20243170.000000 Penalty: 5916.859863
	Iteration 49Q: 3 clusters Score -2.024317e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150477 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -20243194.000000 Penalty: 5916.859863
	Iteration 50Q: 3 clusters Score -2.024319e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150497 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -20243210.000000 Penalty: 5916.859863
	Iteration 51Q: 3 clusters Score -2.024321e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150512 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -20243230.000000 Penalty: 5916.859863
	Iteration 52Q: 3 clusters Score -2.024323e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150527 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -20243218.000000 Penalty: 5916.859863
	Iteration 53Q: 3 clusters Score -2.024322e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150542 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -20243226.000000 Penalty: 5916.859863
	Iteration 54Q: 3 clusters Score -2.024323e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150558 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -20243250.000000 Penalty: 5916.859863
	Iteration 55Q: 3 clusters Score -2.024325e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150572 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -20243266.000000 Penalty: 5916.859863
	Iteration 56Q: 3 clusters Score -2.024327e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150592 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -20243264.000000 Penalty: 5916.859863
	Iteration 57Q: 3 clusters Score -2.024326e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150608 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -20243280.000000 Penalty: 5916.859863
	Iteration 58Q: 3 clusters Score -2.024328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150621 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -20243268.000000 Penalty: 5916.859863
	Iteration 59Q: 3 clusters Score -2.024327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150630 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -20243280.000000 Penalty: 5916.859863
	Iteration 60F: 3 clusters Score -2.024328e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150633 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -20243276.000000 Penalty: 5916.859863
	Iteration 61Q: 3 clusters Score -2.024328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150636 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -20243274.000000 Penalty: 5916.859863
	Iteration 62Q: 3 clusters Score -2.024327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150640 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -20243266.000000 Penalty: 5916.859863
	Iteration 63Q: 3 clusters Score -2.024327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150641 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -20243268.000000 Penalty: 5916.859863
	Iteration 64Q: 3 clusters Score -2.024327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150643 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -20243254.000000 Penalty: 5916.859863
	Iteration 65Q: 3 clusters Score -2.024325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150646 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -20243272.000000 Penalty: 5916.859863
	Iteration 66Q: 3 clusters Score -2.024327e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150652 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -20243264.000000 Penalty: 5916.859863
	Iteration 67Q: 3 clusters Score -2.024326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150661 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -20243272.000000 Penalty: 5916.859863
	Iteration 68Q: 3 clusters Score -2.024327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150667 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -20243274.000000 Penalty: 5916.859863
	Iteration 69Q: 3 clusters Score -2.024327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150670 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -20243276.000000 Penalty: 5916.859863
	Iteration 70Q: 3 clusters Score -2.024328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150672 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -20243268.000000 Penalty: 5916.859863
	Iteration 71Q: 3 clusters Score -2.024327e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150675 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -20243274.000000 Penalty: 5916.859863
	Iteration 72Q: 3 clusters Score -2.024327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150677 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -20243276.000000 Penalty: 5916.859863
	Iteration 73Q: 3 clusters Score -2.024328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150678 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -20243274.000000 Penalty: 5916.859863
	Iteration 74Q: 3 clusters Score -2.024327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150680 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -20243278.000000 Penalty: 5916.859863
	Iteration 75Q: 3 clusters Score -2.024328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150681 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -20243278.000000 Penalty: 5916.859863
	Iteration 76Q: 3 clusters Score -2.024328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150682 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -20243278.000000 Penalty: 5916.859863
	Iteration 77Q: 3 clusters Score -2.024328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150684 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -20243284.000000 Penalty: 5916.859863
	Iteration 78Q: 3 clusters Score -2.024328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150688 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -20243270.000000 Penalty: 5916.859863
	Iteration 79Q: 3 clusters Score -2.024327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150689 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -20243284.000000 Penalty: 5916.859863
	Iteration 80F: 3 clusters Score -2.024328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150691 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -20243268.000000 Penalty: 5916.859863
	Iteration 81Q: 3 clusters Score -2.024327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150692 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -20243274.000000 Penalty: 5916.859863
	Iteration 82Q: 3 clusters Score -2.024327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150692 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -20243274.000000 Penalty: 5916.859863
	Iteration 83F: 3 clusters Score -2.024327e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (61340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61340 members 
Entering Unmasked Estep 
Score: -8505350.000000 Penalty: 2733.998291
	Iteration 0F: 2 clusters Score -8505350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -8464301.000000 Penalty: 5467.996582
	Iteration 0F: 3 clusters Score -8464301 nChanged 28483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -8480110.000000 Penalty: 5467.996582
	Iteration 1F: 3 clusters Score -8480110 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -8480723.000000 Penalty: 5467.996582
	Iteration 2Q: 3 clusters Score -8480723 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -8481459.000000 Penalty: 5467.996582
	Iteration 3Q: 3 clusters Score -8481459 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -8482410.000000 Penalty: 5467.996582
	Iteration 4Q: 3 clusters Score -8482410 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -8483970.000000 Penalty: 5467.996582
	Iteration 5F: 3 clusters Score -8483970 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -8486467.000000 Penalty: 5467.996582
	Iteration 6F: 3 clusters Score -8486467 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -8490326.000000 Penalty: 5467.996582
	Iteration 7F: 3 clusters Score -8490326 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -8495051.000000 Penalty: 5467.996582
	Iteration 8F: 3 clusters Score -8495051 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57394 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -8499142.000000 Penalty: 5467.996582
	Iteration 9F: 3 clusters Score -8499142 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -8501390.000000 Penalty: 5467.996582
	Iteration 10Q: 3 clusters Score -8501390 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8502285.000000 Penalty: 5467.996582
	Iteration 11Q: 3 clusters Score -8502285 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60946 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8502646.000000 Penalty: 5467.996582
	Iteration 12Q: 3 clusters Score -8502646 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8502777.000000 Penalty: 5467.996582
	Iteration 13Q: 3 clusters Score -8502777 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61072 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8502829.000000 Penalty: 5467.996582
	Iteration 14Q: 3 clusters Score -8502829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61086 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8502853.000000 Penalty: 5467.996582
	Iteration 15Q: 3 clusters Score -8502853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8502865.000000 Penalty: 5467.996582
	Iteration 16Q: 3 clusters Score -8502865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61090 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8502867.000000 Penalty: 5467.996582
	Iteration 17Q: 3 clusters Score -8502867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8502875.000000 Penalty: 5467.996582
	Iteration 18Q: 3 clusters Score -8502875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61094 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8502878.000000 Penalty: 5467.996582
	Iteration 19Q: 3 clusters Score -8502878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61094 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8502878.000000 Penalty: 5467.996582
	Iteration 20F: 3 clusters Score -8502878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (167149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167149 members 
Entering Unmasked Estep 
Score: -22625334.000000 Penalty: 2982.606934
	Iteration 0F: 2 clusters Score -2.262533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83622 members 
Mstep: Class 2 contains 83527 members 
Entering Unmasked Estep 
Score: -22516992.000000 Penalty: 5965.213867
	Iteration 0F: 3 clusters Score -2.251699e+07 nChanged 80129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87909 members 
Mstep: Class 2 contains 79240 members 
Entering Unmasked Estep 
Score: -22563914.000000 Penalty: 5965.213867
	Iteration 1F: 3 clusters Score -2.256391e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90023 members 
Mstep: Class 2 contains 77126 members 
Entering Unmasked Estep 
Score: -22564890.000000 Penalty: 5965.213867
	Iteration 2Q: 3 clusters Score -2.256489e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93240 members 
Mstep: Class 2 contains 73909 members 
Entering Unmasked Estep 
Score: -22566286.000000 Penalty: 5965.213867
	Iteration 3Q: 3 clusters Score -2.256629e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98183 members 
Mstep: Class 2 contains 68966 members 
Entering Unmasked Estep 
Score: -22568366.000000 Penalty: 5965.213867
	Iteration 4Q: 3 clusters Score -2.256837e+07 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105556 members 
Mstep: Class 2 contains 61593 members 
Entering Unmasked Estep 
Score: -22571990.000000 Penalty: 5965.213867
	Iteration 5Q: 3 clusters Score -2.257199e+07 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115807 members 
Mstep: Class 2 contains 51342 members 
Entering Unmasked Estep 
Score: -22578912.000000 Penalty: 5965.213867
	Iteration 6F: 3 clusters Score -2.257891e+07 nChanged 13324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128839 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -22589384.000000 Penalty: 5965.213867
	Iteration 7F: 3 clusters Score -2.258938e+07 nChanged 14204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142903 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -22602614.000000 Penalty: 5965.213867
	Iteration 8F: 3 clusters Score -2.260261e+07 nChanged 11922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154775 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -22614360.000000 Penalty: 5965.213867
	Iteration 9F: 3 clusters Score -2.261436e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162254 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -22620152.000000 Penalty: 5965.213867
	Iteration 10Q: 3 clusters Score -2.262015e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165388 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -22622018.000000 Penalty: 5965.213867
	Iteration 11Q: 3 clusters Score -2.262202e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166392 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -22622518.000000 Penalty: 5965.213867
	Iteration 12Q: 3 clusters Score -2.262252e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166677 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -22622634.000000 Penalty: 5965.213867
	Iteration 13Q: 3 clusters Score -2.262263e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166762 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -22622738.000000 Penalty: 5965.213867
	Iteration 14Q: 3 clusters Score -2.262274e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166796 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -22622772.000000 Penalty: 5965.213867
	Iteration 15Q: 3 clusters Score -2.262277e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166815 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -22622802.000000 Penalty: 5965.213867
	Iteration 16Q: 3 clusters Score -2.26228e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166816 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -22622842.000000 Penalty: 5965.213867
	Iteration 17Q: 3 clusters Score -2.262284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166827 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -22622824.000000 Penalty: 5965.213867
	Iteration 18Q: 3 clusters Score -2.262282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166833 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -22622818.000000 Penalty: 5965.213867
	Iteration 19Q: 3 clusters Score -2.262282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166841 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -22622824.000000 Penalty: 5965.213867
	Iteration 20F: 3 clusters Score -2.262282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166845 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -22622830.000000 Penalty: 5965.213867
	Iteration 21Q: 3 clusters Score -2.262283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166850 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -22622846.000000 Penalty: 5965.213867
	Iteration 22Q: 3 clusters Score -2.262285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166850 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -22622856.000000 Penalty: 5965.213867
	Iteration 23Q: 3 clusters Score -2.262286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166851 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -22622864.000000 Penalty: 5965.213867
	Iteration 24Q: 3 clusters Score -2.262286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166854 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -22622868.000000 Penalty: 5965.213867
	Iteration 25Q: 3 clusters Score -2.262287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166856 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -22622864.000000 Penalty: 5965.213867
	Iteration 26Q: 3 clusters Score -2.262286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166856 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -22622880.000000 Penalty: 5965.213867
	Iteration 27Q: 3 clusters Score -2.262288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166858 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -22622860.000000 Penalty: 5965.213867
	Iteration 28Q: 3 clusters Score -2.262286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166859 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -22622864.000000 Penalty: 5965.213867
	Iteration 29Q: 3 clusters Score -2.262286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166860 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22622860.000000 Penalty: 5965.213867
	Iteration 30Q: 3 clusters Score -2.262286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166860 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22622860.000000 Penalty: 5965.213867
	Iteration 31F: 3 clusters Score -2.262286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Entering Unmasked Estep 
Score: -687165.500000 Penalty: 2116.737061
	Iteration 0F: 2 clusters Score -687165.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -682572.687500 Penalty: 4233.474121
	Iteration 0F: 3 clusters Score -682572.7 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -683693.687500 Penalty: 4233.474121
	Iteration 1F: 3 clusters Score -683693.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -683908.125000 Penalty: 4233.474121
	Iteration 2F: 3 clusters Score -683908.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -684027.750000 Penalty: 4233.474121
	Iteration 3Q: 3 clusters Score -684027.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -684094.375000 Penalty: 4233.474121
	Iteration 4Q: 3 clusters Score -684094.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -684134.500000 Penalty: 4233.474121
	Iteration 5Q: 3 clusters Score -684134.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -684166.500000 Penalty: 4233.474121
	Iteration 6Q: 3 clusters Score -684166.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -684196.937500 Penalty: 4233.474121
	Iteration 7Q: 3 clusters Score -684196.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -684223.375000 Penalty: 4233.474121
	Iteration 8Q: 3 clusters Score -684223.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -684242.500000 Penalty: 4233.474121
	Iteration 9Q: 3 clusters Score -684242.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -684261.562500 Penalty: 4233.474121
	Iteration 10Q: 3 clusters Score -684261.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -684283.625000 Penalty: 4233.474121
	Iteration 11Q: 3 clusters Score -684283.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -684297.875000 Penalty: 4233.474121
	Iteration 12Q: 3 clusters Score -684297.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -684312.125000 Penalty: 4233.474121
	Iteration 13Q: 3 clusters Score -684312.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -684325.250000 Penalty: 4233.474121
	Iteration 14Q: 3 clusters Score -684325.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -684340.562500 Penalty: 4233.474121
	Iteration 15Q: 3 clusters Score -684340.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -684349.562500 Penalty: 4233.474121
	Iteration 16Q: 3 clusters Score -684349.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -684354.687500 Penalty: 4233.474121
	Iteration 17Q: 3 clusters Score -684354.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -684360.812500 Penalty: 4233.474121
	Iteration 18Q: 3 clusters Score -684360.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -684365.750000 Penalty: 4233.474121
	Iteration 19Q: 3 clusters Score -684365.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -684370.312500 Penalty: 4233.474121
	Iteration 20F: 3 clusters Score -684370.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -684373.375000 Penalty: 4233.474121
	Iteration 21Q: 3 clusters Score -684373.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -684377.625000 Penalty: 4233.474121
	Iteration 22Q: 3 clusters Score -684377.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -684378.125000 Penalty: 4233.474121
	Iteration 23Q: 3 clusters Score -684378.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -684379.750000 Penalty: 4233.474121
	Iteration 24Q: 3 clusters Score -684379.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -684380.812500 Penalty: 4233.474121
	Iteration 25Q: 3 clusters Score -684380.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -684383.437500 Penalty: 4233.474121
	Iteration 26Q: 3 clusters Score -684383.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -684385.750000 Penalty: 4233.474121
	Iteration 27Q: 3 clusters Score -684385.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -684384.437500 Penalty: 4233.474121
	Iteration 28Q: 3 clusters Score -684384.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -684388.625000 Penalty: 4233.474121
	Iteration 29Q: 3 clusters Score -684388.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -684390.000000 Penalty: 4233.474121
	Iteration 30Q: 3 clusters Score -684390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -684392.812500 Penalty: 4233.474121
	Iteration 31Q: 3 clusters Score -684392.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -684391.062500 Penalty: 4233.474121
	Iteration 32Q: 3 clusters Score -684391.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -684394.062500 Penalty: 4233.474121
	Iteration 33Q: 3 clusters Score -684394.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -684394.375000 Penalty: 4233.474121
	Iteration 34Q: 3 clusters Score -684394.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -684397.812500 Penalty: 4233.474121
	Iteration 35Q: 3 clusters Score -684397.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -684400.687500 Penalty: 4233.474121
	Iteration 36Q: 3 clusters Score -684400.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -684400.937500 Penalty: 4233.474121
	Iteration 37Q: 3 clusters Score -684400.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -684399.500000 Penalty: 4233.474121
	Iteration 38Q: 3 clusters Score -684399.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -684401.875000 Penalty: 4233.474121
	Iteration 39Q: 3 clusters Score -684401.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -684401.812500 Penalty: 4233.474121
	Iteration 40F: 3 clusters Score -684401.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -684402.562500 Penalty: 4233.474121
	Iteration 41Q: 3 clusters Score -684402.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -684402.562500 Penalty: 4233.474121
	Iteration 42F: 3 clusters Score -684402.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -65038.441406 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -65038.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -63510.628906 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -63510.63 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63755.789062 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -63755.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -64041.457031 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -64041.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64215.699219 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -64215.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -64304.093750 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -64304.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -64412.453125 Penalty: 3118.777832
	Iteration 5F: 3 clusters Score -64412.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -64483.445312 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -64483.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -64517.769531 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -64517.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -64562.425781 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -64562.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -64618.511719 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -64618.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -64693.417969 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -64693.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -64715.531250 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -64715.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -64731.324219 Penalty: 3118.777832
	Iteration 12Q: 3 clusters Score -64731.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -64737.945312 Penalty: 3118.777832
	Iteration 13Q: 3 clusters Score -64737.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -64741.933594 Penalty: 3118.777832
	Iteration 14Q: 3 clusters Score -64741.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -64750.312500 Penalty: 3118.777832
	Iteration 15Q: 3 clusters Score -64750.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -64762.398438 Penalty: 3118.777832
	Iteration 16Q: 3 clusters Score -64762.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -64770.402344 Penalty: 3118.777832
	Iteration 17Q: 3 clusters Score -64770.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -64770.402344 Penalty: 3118.777832
	Iteration 18F: 3 clusters Score -64770.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -43356.593750 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -43356.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42055.109375 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -42055.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42163.304688 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -42163.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42189.089844 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -42189.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42206.964844 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -42206.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42212.593750 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -42212.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42216.523438 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -42216.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42218.234375 Penalty: 2918.127930
	Iteration 6Q: 3 clusters Score -42218.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42218.234375 Penalty: 2918.127930
	Iteration 7F: 3 clusters Score -42218.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -69860.968750 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -69860.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68265.625000 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -68265.62 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -68430.617188 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -68430.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68480.421875 Penalty: 3140.425049
	Iteration 2Q: 3 clusters Score -68480.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68499.125000 Penalty: 3140.425049
	Iteration 3Q: 3 clusters Score -68499.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -68507.710938 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -68507.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68517.726562 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -68517.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -68517.726562 Penalty: 3140.425049
	Iteration 6F: 3 clusters Score -68517.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Entering Unmasked Estep 
Score: -70475.304688 Penalty: 1569.328247
	Iteration 0F: 2 clusters Score -70475.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68873.750000 Penalty: 3138.656494
	Iteration 0F: 3 clusters Score -68873.75 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69048.234375 Penalty: 3138.656494
	Iteration 1F: 3 clusters Score -69048.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69087.515625 Penalty: 3138.656494
	Iteration 2Q: 3 clusters Score -69087.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69113.648438 Penalty: 3138.656494
	Iteration 3Q: 3 clusters Score -69113.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -69124.250000 Penalty: 3138.656494
	Iteration 4Q: 3 clusters Score -69124.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69137.625000 Penalty: 3138.656494
	Iteration 5Q: 3 clusters Score -69137.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69137.625000 Penalty: 3138.656494
	Iteration 6F: 3 clusters Score -69137.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 154931 members 
Mstep: Class 4 contains 67402 members 
Mstep: Class 5 contains 160024 members 
Mstep: Class 6 contains 88604 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7254 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160434 members 
Mstep: Class 11 contains 150944 members 
Mstep: Class 12 contains 23695 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11775 members 
Mstep: Class 18 contains 157899 members 
Mstep: Class 19 contains 151623 members 
Mstep: Class 20 contains 61340 members 
Mstep: Class 21 contains 167149 members 
Mstep: Class 22 contains 5091 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458528.000000 Penalty: 91161.578125
Iteration 399Q: 27 clusters Score -1.804585e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 154913 members 
Mstep: Class 4 contains 67385 members 
Mstep: Class 5 contains 160018 members 
Mstep: Class 6 contains 88605 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7258 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160430 members 
Mstep: Class 11 contains 150887 members 
Mstep: Class 12 contains 23691 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11767 members 
Mstep: Class 18 contains 157910 members 
Mstep: Class 19 contains 151634 members 
Mstep: Class 20 contains 61403 members 
Mstep: Class 21 contains 167173 members 
Mstep: Class 22 contains 5089 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458512.000000 Penalty: 91161.578125
Iteration 400F: 27 clusters Score -1.804585e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4159 members 
Mstep: Class 3 contains 154878 members 
Mstep: Class 4 contains 67366 members 
Mstep: Class 5 contains 160035 members 
Mstep: Class 6 contains 88606 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7259 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160414 members 
Mstep: Class 11 contains 150837 members 
Mstep: Class 12 contains 23691 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11767 members 
Mstep: Class 18 contains 157907 members 
Mstep: Class 19 contains 151668 members 
Mstep: Class 20 contains 61474 members 
Mstep: Class 21 contains 167172 members 
Mstep: Class 22 contains 5088 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458272.000000 Penalty: 91161.578125
Iteration 401Q: 27 clusters Score -1.804583e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4160 members 
Mstep: Class 3 contains 154846 members 
Mstep: Class 4 contains 67354 members 
Mstep: Class 5 contains 160027 members 
Mstep: Class 6 contains 88605 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7265 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160411 members 
Mstep: Class 11 contains 150801 members 
Mstep: Class 12 contains 23690 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11769 members 
Mstep: Class 18 contains 157904 members 
Mstep: Class 19 contains 151685 members 
Mstep: Class 20 contains 61549 members 
Mstep: Class 21 contains 167168 members 
Mstep: Class 22 contains 5088 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458352.000000 Penalty: 91161.578125
Iteration 402Q: 27 clusters Score -1.804584e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4158 members 
Mstep: Class 3 contains 154800 members 
Mstep: Class 4 contains 67345 members 
Mstep: Class 5 contains 160028 members 
Mstep: Class 6 contains 88611 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7269 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160433 members 
Mstep: Class 11 contains 150758 members 
Mstep: Class 12 contains 23691 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11766 members 
Mstep: Class 18 contains 157895 members 
Mstep: Class 19 contains 151693 members 
Mstep: Class 20 contains 61599 members 
Mstep: Class 21 contains 167190 members 
Mstep: Class 22 contains 5086 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458048.000000 Penalty: 91161.578125
Iteration 403Q: 27 clusters Score -1.80458e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 154751 members 
Mstep: Class 4 contains 67336 members 
Mstep: Class 5 contains 160027 members 
Mstep: Class 6 contains 88616 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7273 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160443 members 
Mstep: Class 11 contains 150728 members 
Mstep: Class 12 contains 23688 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11768 members 
Mstep: Class 18 contains 157882 members 
Mstep: Class 19 contains 151694 members 
Mstep: Class 20 contains 61661 members 
Mstep: Class 21 contains 167214 members 
Mstep: Class 22 contains 5084 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458064.000000 Penalty: 91161.578125
Iteration 404Q: 27 clusters Score -1.804581e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4156 members 
Mstep: Class 3 contains 154709 members 
Mstep: Class 4 contains 67325 members 
Mstep: Class 5 contains 160034 members 
Mstep: Class 6 contains 88631 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7277 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160451 members 
Mstep: Class 11 contains 150680 members 
Mstep: Class 12 contains 23685 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11770 members 
Mstep: Class 18 contains 157857 members 
Mstep: Class 19 contains 151693 members 
Mstep: Class 20 contains 61709 members 
Mstep: Class 21 contains 167262 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458224.000000 Penalty: 91161.578125
Iteration 405Q: 27 clusters Score -1.804582e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4156 members 
Mstep: Class 3 contains 154655 members 
Mstep: Class 4 contains 67313 members 
Mstep: Class 5 contains 160033 members 
Mstep: Class 6 contains 88639 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7281 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160449 members 
Mstep: Class 11 contains 150642 members 
Mstep: Class 12 contains 23683 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11770 members 
Mstep: Class 18 contains 157849 members 
Mstep: Class 19 contains 151699 members 
Mstep: Class 20 contains 61766 members 
Mstep: Class 21 contains 167302 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458176.000000 Penalty: 91161.578125
Iteration 406Q: 27 clusters Score -1.804582e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4157 members 
Mstep: Class 3 contains 154621 members 
Mstep: Class 4 contains 67297 members 
Mstep: Class 5 contains 160020 members 
Mstep: Class 6 contains 88649 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7283 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160436 members 
Mstep: Class 11 contains 150648 members 
Mstep: Class 12 contains 23684 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11771 members 
Mstep: Class 18 contains 157853 members 
Mstep: Class 19 contains 151675 members 
Mstep: Class 20 contains 61822 members 
Mstep: Class 21 contains 167324 members 
Mstep: Class 22 contains 5082 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458384.000000 Penalty: 91161.578125
Iteration 407Q: 27 clusters Score -1.804584e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4158 members 
Mstep: Class 3 contains 154576 members 
Mstep: Class 4 contains 67297 members 
Mstep: Class 5 contains 160019 members 
Mstep: Class 6 contains 88659 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7283 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160415 members 
Mstep: Class 11 contains 150632 members 
Mstep: Class 12 contains 23685 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11773 members 
Mstep: Class 18 contains 157864 members 
Mstep: Class 19 contains 151674 members 
Mstep: Class 20 contains 61867 members 
Mstep: Class 21 contains 167339 members 
Mstep: Class 22 contains 5080 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458096.000000 Penalty: 91161.578125
Iteration 408Q: 27 clusters Score -1.804581e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4159 members 
Mstep: Class 3 contains 154546 members 
Mstep: Class 4 contains 67295 members 
Mstep: Class 5 contains 160024 members 
Mstep: Class 6 contains 88671 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7283 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160393 members 
Mstep: Class 11 contains 150607 members 
Mstep: Class 12 contains 23688 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11777 members 
Mstep: Class 18 contains 157849 members 
Mstep: Class 19 contains 151645 members 
Mstep: Class 20 contains 61922 members 
Mstep: Class 21 contains 167384 members 
Mstep: Class 22 contains 5078 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458352.000000 Penalty: 91161.578125
Iteration 409Q: 27 clusters Score -1.804584e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4160 members 
Mstep: Class 3 contains 154506 members 
Mstep: Class 4 contains 67287 members 
Mstep: Class 5 contains 160038 members 
Mstep: Class 6 contains 88661 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7286 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160371 members 
Mstep: Class 11 contains 150607 members 
Mstep: Class 12 contains 23693 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11783 members 
Mstep: Class 18 contains 157835 members 
Mstep: Class 19 contains 151626 members 
Mstep: Class 20 contains 61968 members 
Mstep: Class 21 contains 167426 members 
Mstep: Class 22 contains 5072 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458192.000000 Penalty: 91161.578125
Iteration 410Q: 27 clusters Score -1.804582e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4163 members 
Mstep: Class 3 contains 154446 members 
Mstep: Class 4 contains 67282 members 
Mstep: Class 5 contains 160030 members 
Mstep: Class 6 contains 88651 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7289 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160351 members 
Mstep: Class 11 contains 150603 members 
Mstep: Class 12 contains 23702 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11783 members 
Mstep: Class 18 contains 157845 members 
Mstep: Class 19 contains 151615 members 
Mstep: Class 20 contains 62020 members 
Mstep: Class 21 contains 167469 members 
Mstep: Class 22 contains 5070 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457952.000000 Penalty: 91161.578125
Iteration 411Q: 27 clusters Score -1.80458e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4163 members 
Mstep: Class 3 contains 154390 members 
Mstep: Class 4 contains 67277 members 
Mstep: Class 5 contains 160017 members 
Mstep: Class 6 contains 88657 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7293 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160349 members 
Mstep: Class 11 contains 150575 members 
Mstep: Class 12 contains 23708 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11775 members 
Mstep: Class 18 contains 157855 members 
Mstep: Class 19 contains 151616 members 
Mstep: Class 20 contains 62080 members 
Mstep: Class 21 contains 167495 members 
Mstep: Class 22 contains 5069 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458368.000000 Penalty: 91161.578125
Iteration 412Q: 27 clusters Score -1.804584e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4172 members 
Mstep: Class 3 contains 154365 members 
Mstep: Class 4 contains 67274 members 
Mstep: Class 5 contains 160002 members 
Mstep: Class 6 contains 88658 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7293 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160352 members 
Mstep: Class 11 contains 150562 members 
Mstep: Class 12 contains 23709 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11773 members 
Mstep: Class 18 contains 157855 members 
Mstep: Class 19 contains 151622 members 
Mstep: Class 20 contains 62116 members 
Mstep: Class 21 contains 167501 members 
Mstep: Class 22 contains 5065 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458224.000000 Penalty: 91161.578125
Iteration 413Q: 27 clusters Score -1.804582e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4182 members 
Mstep: Class 3 contains 154335 members 
Mstep: Class 4 contains 67265 members 
Mstep: Class 5 contains 159988 members 
Mstep: Class 6 contains 88657 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7295 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160332 members 
Mstep: Class 11 contains 150544 members 
Mstep: Class 12 contains 23711 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11769 members 
Mstep: Class 18 contains 157863 members 
Mstep: Class 19 contains 151628 members 
Mstep: Class 20 contains 62182 members 
Mstep: Class 21 contains 167508 members 
Mstep: Class 22 contains 5061 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458240.000000 Penalty: 91161.578125
Iteration 414Q: 27 clusters Score -1.804582e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4188 members 
Mstep: Class 3 contains 154311 members 
Mstep: Class 4 contains 67250 members 
Mstep: Class 5 contains 159970 members 
Mstep: Class 6 contains 88662 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7295 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160342 members 
Mstep: Class 11 contains 150530 members 
Mstep: Class 12 contains 23716 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11774 members 
Mstep: Class 18 contains 157858 members 
Mstep: Class 19 contains 151624 members 
Mstep: Class 20 contains 62243 members 
Mstep: Class 21 contains 167495 members 
Mstep: Class 22 contains 5062 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458480.000000 Penalty: 91161.578125
Iteration 415Q: 27 clusters Score -1.804585e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4197 members 
Mstep: Class 3 contains 154282 members 
Mstep: Class 4 contains 67242 members 
Mstep: Class 5 contains 159946 members 
Mstep: Class 6 contains 88668 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7295 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160338 members 
Mstep: Class 11 contains 150509 members 
Mstep: Class 12 contains 23716 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11771 members 
Mstep: Class 18 contains 157860 members 
Mstep: Class 19 contains 151643 members 
Mstep: Class 20 contains 62274 members 
Mstep: Class 21 contains 167522 members 
Mstep: Class 22 contains 5057 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458416.000000 Penalty: 91161.578125
Iteration 416Q: 27 clusters Score -1.804584e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4208 members 
Mstep: Class 3 contains 154255 members 
Mstep: Class 4 contains 67223 members 
Mstep: Class 5 contains 159927 members 
Mstep: Class 6 contains 88675 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7296 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160344 members 
Mstep: Class 11 contains 150499 members 
Mstep: Class 12 contains 23718 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11769 members 
Mstep: Class 18 contains 157860 members 
Mstep: Class 19 contains 151656 members 
Mstep: Class 20 contains 62306 members 
Mstep: Class 21 contains 167530 members 
Mstep: Class 22 contains 5054 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458192.000000 Penalty: 91161.578125
Iteration 417Q: 27 clusters Score -1.804582e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4213 members 
Mstep: Class 3 contains 154217 members 
Mstep: Class 4 contains 67212 members 
Mstep: Class 5 contains 159908 members 
Mstep: Class 6 contains 88679 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7298 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160340 members 
Mstep: Class 11 contains 150475 members 
Mstep: Class 12 contains 23716 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11768 members 
Mstep: Class 18 contains 157858 members 
Mstep: Class 19 contains 151680 members 
Mstep: Class 20 contains 62350 members 
Mstep: Class 21 contains 167551 members 
Mstep: Class 22 contains 5055 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457984.000000 Penalty: 91161.578125
Iteration 418Q: 27 clusters Score -1.80458e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4215 members 
Mstep: Class 3 contains 154183 members 
Mstep: Class 4 contains 67203 members 
Mstep: Class 5 contains 159914 members 
Mstep: Class 6 contains 88684 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7299 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160339 members 
Mstep: Class 11 contains 150447 members 
Mstep: Class 12 contains 23721 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 949 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11765 members 
Mstep: Class 18 contains 157858 members 
Mstep: Class 19 contains 151659 members 
Mstep: Class 20 contains 62397 members 
Mstep: Class 21 contains 167583 members 
Mstep: Class 22 contains 5055 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458032.000000 Penalty: 91161.578125
Iteration 419Q: 27 clusters Score -1.80458e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4220 members 
Mstep: Class 3 contains 154141 members 
Mstep: Class 4 contains 67190 members 
Mstep: Class 5 contains 159925 members 
Mstep: Class 6 contains 88697 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 7299 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160335 members 
Mstep: Class 11 contains 150398 members 
Mstep: Class 12 contains 23718 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 949 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11764 members 
Mstep: Class 18 contains 157861 members 
Mstep: Class 19 contains 151668 members 
Mstep: Class 20 contains 62458 members 
Mstep: Class 21 contains 167591 members 
Mstep: Class 22 contains 5058 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458112.000000 Penalty: 91161.578125
Iteration 420F: 27 clusters Score -1.804581e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 154098 members 
Mstep: Class 4 contains 67176 members 
Mstep: Class 5 contains 159928 members 
Mstep: Class 6 contains 88706 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 7299 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160341 members 
Mstep: Class 11 contains 150357 members 
Mstep: Class 12 contains 23713 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11763 members 
Mstep: Class 18 contains 157861 members 
Mstep: Class 19 contains 151709 members 
Mstep: Class 20 contains 62530 members 
Mstep: Class 21 contains 167559 members 
Mstep: Class 22 contains 5057 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458032.000000 Penalty: 91161.578125
Iteration 421Q: 27 clusters Score -1.80458e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4236 members 
Mstep: Class 3 contains 154068 members 
Mstep: Class 4 contains 67159 members 
Mstep: Class 5 contains 159945 members 
Mstep: Class 6 contains 88718 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 7300 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160348 members 
Mstep: Class 11 contains 150325 members 
Mstep: Class 12 contains 23709 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 949 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11758 members 
Mstep: Class 18 contains 157839 members 
Mstep: Class 19 contains 151726 members 
Mstep: Class 20 contains 62579 members 
Mstep: Class 21 contains 167552 members 
Mstep: Class 22 contains 5060 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457744.000000 Penalty: 91161.578125
Iteration 422Q: 27 clusters Score -1.804577e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4241 members 
Mstep: Class 3 contains 154038 members 
Mstep: Class 4 contains 67152 members 
Mstep: Class 5 contains 159953 members 
Mstep: Class 6 contains 88734 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 7300 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160330 members 
Mstep: Class 11 contains 150294 members 
Mstep: Class 12 contains 23711 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 949 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11756 members 
Mstep: Class 18 contains 157859 members 
Mstep: Class 19 contains 151711 members 
Mstep: Class 20 contains 62646 members 
Mstep: Class 21 contains 167540 members 
Mstep: Class 22 contains 5058 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457520.000000 Penalty: 91161.578125
Iteration 423Q: 27 clusters Score -1.804575e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4248 members 
Mstep: Class 3 contains 153969 members 
Mstep: Class 4 contains 67140 members 
Mstep: Class 5 contains 159954 members 
Mstep: Class 6 contains 88741 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 7300 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160319 members 
Mstep: Class 11 contains 150259 members 
Mstep: Class 12 contains 23714 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 949 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11755 members 
Mstep: Class 18 contains 157865 members 
Mstep: Class 19 contains 151699 members 
Mstep: Class 20 contains 62730 members 
Mstep: Class 21 contains 167575 members 
Mstep: Class 22 contains 5055 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457792.000000 Penalty: 91161.578125
Iteration 424Q: 27 clusters Score -1.804578e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 153885 members 
Mstep: Class 4 contains 67130 members 
Mstep: Class 5 contains 159947 members 
Mstep: Class 6 contains 88743 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 7302 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160301 members 
Mstep: Class 11 contains 150245 members 
Mstep: Class 12 contains 23720 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 949 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11744 members 
Mstep: Class 18 contains 157891 members 
Mstep: Class 19 contains 151678 members 
Mstep: Class 20 contains 62801 members 
Mstep: Class 21 contains 167632 members 
Mstep: Class 22 contains 5052 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457936.000000 Penalty: 91161.578125
Iteration 425Q: 27 clusters Score -1.804579e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4255 members 
Mstep: Class 3 contains 153837 members 
Mstep: Class 4 contains 67113 members 
Mstep: Class 5 contains 159958 members 
Mstep: Class 6 contains 88752 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 7303 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160302 members 
Mstep: Class 11 contains 150216 members 
Mstep: Class 12 contains 23715 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 949 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11738 members 
Mstep: Class 18 contains 157900 members 
Mstep: Class 19 contains 151625 members 
Mstep: Class 20 contains 62854 members 
Mstep: Class 21 contains 167699 members 
Mstep: Class 22 contains 5056 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457824.000000 Penalty: 91161.578125
Iteration 426Q: 27 clusters Score -1.804578e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4257 members 
Mstep: Class 3 contains 153772 members 
Mstep: Class 4 contains 67114 members 
Mstep: Class 5 contains 159965 members 
Mstep: Class 6 contains 88753 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7305 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160315 members 
Mstep: Class 11 contains 150189 members 
Mstep: Class 12 contains 23715 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 949 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11738 members 
Mstep: Class 18 contains 157916 members 
Mstep: Class 19 contains 151627 members 
Mstep: Class 20 contains 62908 members 
Mstep: Class 21 contains 167695 members 
Mstep: Class 22 contains 5053 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457888.000000 Penalty: 91161.578125
Iteration 427Q: 27 clusters Score -1.804579e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4257 members 
Mstep: Class 3 contains 153692 members 
Mstep: Class 4 contains 67120 members 
Mstep: Class 5 contains 159983 members 
Mstep: Class 6 contains 88758 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7307 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160321 members 
Mstep: Class 11 contains 150171 members 
Mstep: Class 12 contains 23722 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 949 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11736 members 
Mstep: Class 18 contains 157926 members 
Mstep: Class 19 contains 151590 members 
Mstep: Class 20 contains 62979 members 
Mstep: Class 21 contains 167709 members 
Mstep: Class 22 contains 5050 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457920.000000 Penalty: 91161.578125
Iteration 428Q: 27 clusters Score -1.804579e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4258 members 
Mstep: Class 3 contains 153612 members 
Mstep: Class 4 contains 67115 members 
Mstep: Class 5 contains 159992 members 
Mstep: Class 6 contains 88760 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7315 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160351 members 
Mstep: Class 11 contains 150151 members 
Mstep: Class 12 contains 23729 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 949 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11726 members 
Mstep: Class 18 contains 157935 members 
Mstep: Class 19 contains 151552 members 
Mstep: Class 20 contains 63041 members 
Mstep: Class 21 contains 167737 members 
Mstep: Class 22 contains 5047 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458064.000000 Penalty: 91161.578125
Iteration 429Q: 27 clusters Score -1.804581e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4261 members 
Mstep: Class 3 contains 153552 members 
Mstep: Class 4 contains 67112 members 
Mstep: Class 5 contains 159995 members 
Mstep: Class 6 contains 88764 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7321 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160377 members 
Mstep: Class 11 contains 150115 members 
Mstep: Class 12 contains 23736 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 949 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11722 members 
Mstep: Class 18 contains 157929 members 
Mstep: Class 19 contains 151517 members 
Mstep: Class 20 contains 63134 members 
Mstep: Class 21 contains 167747 members 
Mstep: Class 22 contains 5039 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457520.000000 Penalty: 91161.578125
Iteration 430Q: 27 clusters Score -1.804575e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 153504 members 
Mstep: Class 4 contains 67101 members 
Mstep: Class 5 contains 160006 members 
Mstep: Class 6 contains 88771 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7325 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160404 members 
Mstep: Class 11 contains 150094 members 
Mstep: Class 12 contains 23736 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11721 members 
Mstep: Class 18 contains 157916 members 
Mstep: Class 19 contains 151448 members 
Mstep: Class 20 contains 63225 members 
Mstep: Class 21 contains 167777 members 
Mstep: Class 22 contains 5030 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457376.000000 Penalty: 91161.578125
Iteration 431Q: 27 clusters Score -1.804574e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4264 members 
Mstep: Class 3 contains 153467 members 
Mstep: Class 4 contains 67094 members 
Mstep: Class 5 contains 160035 members 
Mstep: Class 6 contains 88775 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7326 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160406 members 
Mstep: Class 11 contains 150063 members 
Mstep: Class 12 contains 23740 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11723 members 
Mstep: Class 18 contains 157898 members 
Mstep: Class 19 contains 151387 members 
Mstep: Class 20 contains 63327 members 
Mstep: Class 21 contains 167790 members 
Mstep: Class 22 contains 5026 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457200.000000 Penalty: 91161.578125
Iteration 432Q: 27 clusters Score -1.804572e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4267 members 
Mstep: Class 3 contains 153452 members 
Mstep: Class 4 contains 67084 members 
Mstep: Class 5 contains 160023 members 
Mstep: Class 6 contains 88781 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7329 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160407 members 
Mstep: Class 11 contains 150038 members 
Mstep: Class 12 contains 23741 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11721 members 
Mstep: Class 18 contains 157892 members 
Mstep: Class 19 contains 151302 members 
Mstep: Class 20 contains 63423 members 
Mstep: Class 21 contains 167834 members 
Mstep: Class 22 contains 5027 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456992.000000 Penalty: 91161.578125
Iteration 433Q: 27 clusters Score -1.80457e+08 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4272 members 
Mstep: Class 3 contains 153443 members 
Mstep: Class 4 contains 67088 members 
Mstep: Class 5 contains 160006 members 
Mstep: Class 6 contains 88782 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7330 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160376 members 
Mstep: Class 11 contains 149994 members 
Mstep: Class 12 contains 23739 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11731 members 
Mstep: Class 18 contains 157902 members 
Mstep: Class 19 contains 151210 members 
Mstep: Class 20 contains 63544 members 
Mstep: Class 21 contains 167879 members 
Mstep: Class 22 contains 5025 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457136.000000 Penalty: 91161.578125
Iteration 434Q: 27 clusters Score -1.804571e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4272 members 
Mstep: Class 3 contains 153454 members 
Mstep: Class 4 contains 67088 members 
Mstep: Class 5 contains 159997 members 
Mstep: Class 6 contains 88782 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7331 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160357 members 
Mstep: Class 11 contains 149941 members 
Mstep: Class 12 contains 23741 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11732 members 
Mstep: Class 18 contains 157893 members 
Mstep: Class 19 contains 151152 members 
Mstep: Class 20 contains 63681 members 
Mstep: Class 21 contains 167877 members 
Mstep: Class 22 contains 5023 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456880.000000 Penalty: 91161.578125
Iteration 435Q: 27 clusters Score -1.804569e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 153472 members 
Mstep: Class 4 contains 67083 members 
Mstep: Class 5 contains 159987 members 
Mstep: Class 6 contains 88781 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7331 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160341 members 
Mstep: Class 11 contains 149890 members 
Mstep: Class 12 contains 23746 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11749 members 
Mstep: Class 18 contains 157903 members 
Mstep: Class 19 contains 151069 members 
Mstep: Class 20 contains 63798 members 
Mstep: Class 21 contains 167873 members 
Mstep: Class 22 contains 5021 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456816.000000 Penalty: 91161.578125
Iteration 436Q: 27 clusters Score -1.804568e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4277 members 
Mstep: Class 3 contains 153481 members 
Mstep: Class 4 contains 67069 members 
Mstep: Class 5 contains 159990 members 
Mstep: Class 6 contains 88773 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7332 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160325 members 
Mstep: Class 11 contains 149842 members 
Mstep: Class 12 contains 23750 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11746 members 
Mstep: Class 18 contains 157903 members 
Mstep: Class 19 contains 150996 members 
Mstep: Class 20 contains 63906 members 
Mstep: Class 21 contains 167914 members 
Mstep: Class 22 contains 5016 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456752.000000 Penalty: 91161.578125
Iteration 437Q: 27 clusters Score -1.804568e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4280 members 
Mstep: Class 3 contains 153495 members 
Mstep: Class 4 contains 67055 members 
Mstep: Class 5 contains 159988 members 
Mstep: Class 6 contains 88764 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7332 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160320 members 
Mstep: Class 11 contains 149805 members 
Mstep: Class 12 contains 23753 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11734 members 
Mstep: Class 18 contains 157918 members 
Mstep: Class 19 contains 150928 members 
Mstep: Class 20 contains 64030 members 
Mstep: Class 21 contains 167909 members 
Mstep: Class 22 contains 5009 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457168.000000 Penalty: 91161.578125
Iteration 438Q: 27 clusters Score -1.804572e+08 nChanged 965
Entering ConstructFrom: 
Score: -180457168.000000 Penalty: 91161.578125
Entering ConstructFrom: 
Trying to split cluster 1 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -136776.234375 Penalty: 1726.871094
	Iteration 0F: 2 clusters Score -136776.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -134775.796875 Penalty: 3453.742188
	Iteration 0F: 3 clusters Score -134775.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -135050.187500 Penalty: 3453.742188
	Iteration 1F: 3 clusters Score -135050.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -135123.375000 Penalty: 3453.742188
	Iteration 2F: 3 clusters Score -135123.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -135178.593750 Penalty: 3453.742188
	Iteration 3Q: 3 clusters Score -135178.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -135216.812500 Penalty: 3453.742188
	Iteration 4Q: 3 clusters Score -135216.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -135237.500000 Penalty: 3453.742188
	Iteration 5Q: 3 clusters Score -135237.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -135247.265625 Penalty: 3453.742188
	Iteration 6Q: 3 clusters Score -135247.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -135253.468750 Penalty: 3453.742188
	Iteration 7Q: 3 clusters Score -135253.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -135259.328125 Penalty: 3453.742188
	Iteration 8Q: 3 clusters Score -135259.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -135260.828125 Penalty: 3453.742188
	Iteration 9Q: 3 clusters Score -135260.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -135260.828125 Penalty: 3453.742188
	Iteration 10F: 3 clusters Score -135260.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Entering Unmasked Estep 
Score: -564284.250000 Penalty: 2073.819580
	Iteration 0F: 2 clusters Score -564284.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -560194.625000 Penalty: 4147.639160
	Iteration 0F: 3 clusters Score -560194.6 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -561222.187500 Penalty: 4147.639160
	Iteration 1F: 3 clusters Score -561222.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -561529.562500 Penalty: 4147.639160
	Iteration 2F: 3 clusters Score -561529.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -561750.062500 Penalty: 4147.639160
	Iteration 3F: 3 clusters Score -561750.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -561928.375000 Penalty: 4147.639160
	Iteration 4F: 3 clusters Score -561928.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -562069.875000 Penalty: 4147.639160
	Iteration 5Q: 3 clusters Score -562069.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -562205.687500 Penalty: 4147.639160
	Iteration 6Q: 3 clusters Score -562205.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -562311.000000 Penalty: 4147.639160
	Iteration 7Q: 3 clusters Score -562311 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -562407.875000 Penalty: 4147.639160
	Iteration 8Q: 3 clusters Score -562407.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -562490.250000 Penalty: 4147.639160
	Iteration 9Q: 3 clusters Score -562490.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -562554.000000 Penalty: 4147.639160
	Iteration 10Q: 3 clusters Score -562554 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -562595.500000 Penalty: 4147.639160
	Iteration 11Q: 3 clusters Score -562595.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -562634.687500 Penalty: 4147.639160
	Iteration 12Q: 3 clusters Score -562634.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -562672.312500 Penalty: 4147.639160
	Iteration 13Q: 3 clusters Score -562672.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -562704.562500 Penalty: 4147.639160
	Iteration 14Q: 3 clusters Score -562704.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -562728.625000 Penalty: 4147.639160
	Iteration 15Q: 3 clusters Score -562728.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -562747.875000 Penalty: 4147.639160
	Iteration 16Q: 3 clusters Score -562747.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -562767.437500 Penalty: 4147.639160
	Iteration 17Q: 3 clusters Score -562767.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -562786.875000 Penalty: 4147.639160
	Iteration 18Q: 3 clusters Score -562786.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -562800.750000 Penalty: 4147.639160
	Iteration 19Q: 3 clusters Score -562800.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -562808.937500 Penalty: 4147.639160
	Iteration 20F: 3 clusters Score -562808.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -562818.250000 Penalty: 4147.639160
	Iteration 21Q: 3 clusters Score -562818.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -562825.062500 Penalty: 4147.639160
	Iteration 22Q: 3 clusters Score -562825.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -562831.000000 Penalty: 4147.639160
	Iteration 23Q: 3 clusters Score -562831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -562834.875000 Penalty: 4147.639160
	Iteration 24Q: 3 clusters Score -562834.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -562835.375000 Penalty: 4147.639160
	Iteration 25Q: 3 clusters Score -562835.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -562836.937500 Penalty: 4147.639160
	Iteration 26Q: 3 clusters Score -562836.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -562837.625000 Penalty: 4147.639160
	Iteration 27Q: 3 clusters Score -562837.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -562837.625000 Penalty: 4147.639160
	Iteration 28F: 3 clusters Score -562837.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (153530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153530 members 
Entering Unmasked Estep 
Score: -20397288.000000 Penalty: 2961.529541
	Iteration 0F: 2 clusters Score -2.039729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76872 members 
Mstep: Class 2 contains 76658 members 
Entering Unmasked Estep 
Score: -20295262.000000 Penalty: 5923.059082
	Iteration 0F: 3 clusters Score -2.029526e+07 nChanged 73451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79201 members 
Mstep: Class 2 contains 74329 members 
Entering Unmasked Estep 
Score: -20337556.000000 Penalty: 5923.059082
	Iteration 1F: 3 clusters Score -2.033756e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80811 members 
Mstep: Class 2 contains 72719 members 
Entering Unmasked Estep 
Score: -20338540.000000 Penalty: 5923.059082
	Iteration 2Q: 3 clusters Score -2.033854e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83269 members 
Mstep: Class 2 contains 70261 members 
Entering Unmasked Estep 
Score: -20339968.000000 Penalty: 5923.059082
	Iteration 3Q: 3 clusters Score -2.033997e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86820 members 
Mstep: Class 2 contains 66710 members 
Entering Unmasked Estep 
Score: -20341804.000000 Penalty: 5923.059082
	Iteration 4Q: 3 clusters Score -2.03418e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91912 members 
Mstep: Class 2 contains 61618 members 
Entering Unmasked Estep 
Score: -20344774.000000 Penalty: 5923.059082
	Iteration 5Q: 3 clusters Score -2.034477e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98968 members 
Mstep: Class 2 contains 54562 members 
Entering Unmasked Estep 
Score: -20349064.000000 Penalty: 5923.059082
	Iteration 6F: 3 clusters Score -2.034906e+07 nChanged 9882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108326 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -20355734.000000 Penalty: 5923.059082
	Iteration 7F: 3 clusters Score -2.035573e+07 nChanged 11256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119374 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -20364560.000000 Penalty: 5923.059082
	Iteration 8F: 3 clusters Score -2.036456e+07 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130946 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -20374550.000000 Penalty: 5923.059082
	Iteration 9F: 3 clusters Score -2.037455e+07 nChanged 9711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140641 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -20383310.000000 Penalty: 5923.059082
	Iteration 10F: 3 clusters Score -2.038331e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147137 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -20389266.000000 Penalty: 5923.059082
	Iteration 11Q: 3 clusters Score -2.038927e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150646 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -20392392.000000 Penalty: 5923.059082
	Iteration 12Q: 3 clusters Score -2.039239e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152228 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -20393606.000000 Penalty: 5923.059082
	Iteration 13Q: 3 clusters Score -2.039361e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152816 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -20394172.000000 Penalty: 5923.059082
	Iteration 14Q: 3 clusters Score -2.039417e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153012 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -20394384.000000 Penalty: 5923.059082
	Iteration 15Q: 3 clusters Score -2.039438e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153085 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -20394482.000000 Penalty: 5923.059082
	Iteration 16Q: 3 clusters Score -2.039448e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153128 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -20394542.000000 Penalty: 5923.059082
	Iteration 17Q: 3 clusters Score -2.039454e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153149 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -20394560.000000 Penalty: 5923.059082
	Iteration 18Q: 3 clusters Score -2.039456e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153163 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -20394570.000000 Penalty: 5923.059082
	Iteration 19Q: 3 clusters Score -2.039457e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153176 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -20394600.000000 Penalty: 5923.059082
	Iteration 20F: 3 clusters Score -2.03946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153185 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -20394620.000000 Penalty: 5923.059082
	Iteration 21Q: 3 clusters Score -2.039462e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153194 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -20394628.000000 Penalty: 5923.059082
	Iteration 22Q: 3 clusters Score -2.039463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153198 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -20394636.000000 Penalty: 5923.059082
	Iteration 23Q: 3 clusters Score -2.039464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153205 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -20394650.000000 Penalty: 5923.059082
	Iteration 24Q: 3 clusters Score -2.039465e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153208 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -20394642.000000 Penalty: 5923.059082
	Iteration 25Q: 3 clusters Score -2.039464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153211 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -20394656.000000 Penalty: 5923.059082
	Iteration 26Q: 3 clusters Score -2.039466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153212 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -20394652.000000 Penalty: 5923.059082
	Iteration 27Q: 3 clusters Score -2.039465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153212 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -20394660.000000 Penalty: 5923.059082
	Iteration 28Q: 3 clusters Score -2.039466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153212 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -20394660.000000 Penalty: 5923.059082
	Iteration 29F: 3 clusters Score -2.039466e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (67050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67050 members 
Entering Unmasked Estep 
Score: -9021883.000000 Penalty: 2756.072021
	Iteration 0F: 2 clusters Score -9021883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -8976650.000000 Penalty: 5512.144043
	Iteration 0F: 3 clusters Score -8976650 nChanged 31571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -8994611.000000 Penalty: 5512.144043
	Iteration 1F: 3 clusters Score -8994611 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -8995502.000000 Penalty: 5512.144043
	Iteration 2Q: 3 clusters Score -8995502 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -8996719.000000 Penalty: 5512.144043
	Iteration 3Q: 3 clusters Score -8996719 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -8998657.000000 Penalty: 5512.144043
	Iteration 4F: 3 clusters Score -8998657 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -9001725.000000 Penalty: 5512.144043
	Iteration 5F: 3 clusters Score -9001725 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -9005925.000000 Penalty: 5512.144043
	Iteration 6F: 3 clusters Score -9005925 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -9010642.000000 Penalty: 5512.144043
	Iteration 7F: 3 clusters Score -9010642 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 59125 members 
Entering Unmasked Estep 
Score: -9014558.000000 Penalty: 5512.144043
	Iteration 8F: 3 clusters Score -9014558 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 61546 members 
Entering Unmasked Estep 
Score: -9017085.000000 Penalty: 5512.144043
	Iteration 9Q: 3 clusters Score -9017085 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 62783 members 
Entering Unmasked Estep 
Score: -9018402.000000 Penalty: 5512.144043
	Iteration 10Q: 3 clusters Score -9018402 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 63381 members 
Entering Unmasked Estep 
Score: -9019082.000000 Penalty: 5512.144043
	Iteration 11Q: 3 clusters Score -9019082 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 63712 members 
Entering Unmasked Estep 
Score: -9019391.000000 Penalty: 5512.144043
	Iteration 12Q: 3 clusters Score -9019391 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 63958 members 
Entering Unmasked Estep 
Score: -9019565.000000 Penalty: 5512.144043
	Iteration 13Q: 3 clusters Score -9019565 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 64155 members 
Entering Unmasked Estep 
Score: -9019672.000000 Penalty: 5512.144043
	Iteration 14Q: 3 clusters Score -9019672 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 64310 members 
Entering Unmasked Estep 
Score: -9019737.000000 Penalty: 5512.144043
	Iteration 15Q: 3 clusters Score -9019737 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 64434 members 
Entering Unmasked Estep 
Score: -9019749.000000 Penalty: 5512.144043
	Iteration 16Q: 3 clusters Score -9019749 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 64551 members 
Entering Unmasked Estep 
Score: -9019778.000000 Penalty: 5512.144043
	Iteration 17Q: 3 clusters Score -9019778 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 64643 members 
Entering Unmasked Estep 
Score: -9019820.000000 Penalty: 5512.144043
	Iteration 18Q: 3 clusters Score -9019820 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 64722 members 
Entering Unmasked Estep 
Score: -9019861.000000 Penalty: 5512.144043
	Iteration 19Q: 3 clusters Score -9019861 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -9019881.000000 Penalty: 5512.144043
	Iteration 20F: 3 clusters Score -9019881 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 64851 members 
Entering Unmasked Estep 
Score: -9019902.000000 Penalty: 5512.144043
	Iteration 21Q: 3 clusters Score -9019902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 64889 members 
Entering Unmasked Estep 
Score: -9019910.000000 Penalty: 5512.144043
	Iteration 22Q: 3 clusters Score -9019910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 64922 members 
Entering Unmasked Estep 
Score: -9019917.000000 Penalty: 5512.144043
	Iteration 23Q: 3 clusters Score -9019917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 64950 members 
Entering Unmasked Estep 
Score: -9019913.000000 Penalty: 5512.144043
	Iteration 24Q: 3 clusters Score -9019913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -9019911.000000 Penalty: 5512.144043
	Iteration 25Q: 3 clusters Score -9019911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 64980 members 
Entering Unmasked Estep 
Score: -9019914.000000 Penalty: 5512.144043
	Iteration 26Q: 3 clusters Score -9019914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 64996 members 
Entering Unmasked Estep 
Score: -9019933.000000 Penalty: 5512.144043
	Iteration 27Q: 3 clusters Score -9019933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 65009 members 
Entering Unmasked Estep 
Score: -9019934.000000 Penalty: 5512.144043
	Iteration 28Q: 3 clusters Score -9019934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 65015 members 
Entering Unmasked Estep 
Score: -9019934.000000 Penalty: 5512.144043
	Iteration 29Q: 3 clusters Score -9019934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 65021 members 
Entering Unmasked Estep 
Score: -9019925.000000 Penalty: 5512.144043
	Iteration 30Q: 3 clusters Score -9019925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 65033 members 
Entering Unmasked Estep 
Score: -9019938.000000 Penalty: 5512.144043
	Iteration 31Q: 3 clusters Score -9019938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 65048 members 
Entering Unmasked Estep 
Score: -9019937.000000 Penalty: 5512.144043
	Iteration 32Q: 3 clusters Score -9019937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
Score: -9019922.000000 Penalty: 5512.144043
	Iteration 33Q: 3 clusters Score -9019922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 65076 members 
Entering Unmasked Estep 
Score: -9019934.000000 Penalty: 5512.144043
	Iteration 34Q: 3 clusters Score -9019934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 65089 members 
Entering Unmasked Estep 
Score: -9019932.000000 Penalty: 5512.144043
	Iteration 35Q: 3 clusters Score -9019932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
Score: -9019937.000000 Penalty: 5512.144043
	Iteration 36Q: 3 clusters Score -9019937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
Score: -9019938.000000 Penalty: 5512.144043
	Iteration 37Q: 3 clusters Score -9019938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 65115 members 
Entering Unmasked Estep 
Score: -9019938.000000 Penalty: 5512.144043
	Iteration 38Q: 3 clusters Score -9019938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 65115 members 
Entering Unmasked Estep 
Score: -9019938.000000 Penalty: 5512.144043
	Iteration 39F: 3 clusters Score -9019938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (159971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159971 members 
Entering Unmasked Estep 
Score: -21215870.000000 Penalty: 2971.721436
	Iteration 0F: 2 clusters Score -2.121587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80051 members 
Mstep: Class 2 contains 79920 members 
Entering Unmasked Estep 
Score: -21110312.000000 Penalty: 5943.442871
	Iteration 0F: 3 clusters Score -2.111031e+07 nChanged 76551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 79063 members 
Entering Unmasked Estep 
Score: -21154744.000000 Penalty: 5943.442871
	Iteration 1F: 3 clusters Score -2.115474e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81453 members 
Mstep: Class 2 contains 78518 members 
Entering Unmasked Estep 
Score: -21155578.000000 Penalty: 5943.442871
	Iteration 2Q: 3 clusters Score -2.115558e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82292 members 
Mstep: Class 2 contains 77679 members 
Entering Unmasked Estep 
Score: -21156818.000000 Penalty: 5943.442871
	Iteration 3Q: 3 clusters Score -2.115682e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83603 members 
Mstep: Class 2 contains 76368 members 
Entering Unmasked Estep 
Score: -21158162.000000 Penalty: 5943.442871
	Iteration 4Q: 3 clusters Score -2.115816e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85628 members 
Mstep: Class 2 contains 74343 members 
Entering Unmasked Estep 
Score: -21160438.000000 Penalty: 5943.442871
	Iteration 5Q: 3 clusters Score -2.116044e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88673 members 
Mstep: Class 2 contains 71298 members 
Entering Unmasked Estep 
Score: -21163540.000000 Penalty: 5943.442871
	Iteration 6Q: 3 clusters Score -2.116354e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93024 members 
Mstep: Class 2 contains 66947 members 
Entering Unmasked Estep 
Score: -21169368.000000 Penalty: 5943.442871
	Iteration 7F: 3 clusters Score -2.116937e+07 nChanged 10776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98534 members 
Mstep: Class 2 contains 61437 members 
Entering Unmasked Estep 
Score: -21178160.000000 Penalty: 5943.442871
	Iteration 8F: 3 clusters Score -2.117816e+07 nChanged 11468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103644 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -21188630.000000 Penalty: 5943.442871
	Iteration 9F: 3 clusters Score -2.118863e+07 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107154 members 
Mstep: Class 2 contains 52817 members 
Entering Unmasked Estep 
Score: -21195928.000000 Penalty: 5943.442871
	Iteration 10F: 3 clusters Score -2.119593e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109525 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
Score: -21198968.000000 Penalty: 5943.442871
	Iteration 11Q: 3 clusters Score -2.119897e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111661 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -21200680.000000 Penalty: 5943.442871
	Iteration 12Q: 3 clusters Score -2.120068e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113735 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -21201870.000000 Penalty: 5943.442871
	Iteration 13Q: 3 clusters Score -2.120187e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115728 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -21202960.000000 Penalty: 5943.442871
	Iteration 14Q: 3 clusters Score -2.120296e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117632 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -21203914.000000 Penalty: 5943.442871
	Iteration 15Q: 3 clusters Score -2.120391e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119348 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -21204630.000000 Penalty: 5943.442871
	Iteration 16Q: 3 clusters Score -2.120463e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121015 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -21205266.000000 Penalty: 5943.442871
	Iteration 17Q: 3 clusters Score -2.120527e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122611 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -21205794.000000 Penalty: 5943.442871
	Iteration 18Q: 3 clusters Score -2.120579e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124149 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -21206298.000000 Penalty: 5943.442871
	Iteration 19Q: 3 clusters Score -2.12063e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125650 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -21206732.000000 Penalty: 5943.442871
	Iteration 20F: 3 clusters Score -2.120673e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127177 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -21207174.000000 Penalty: 5943.442871
	Iteration 21Q: 3 clusters Score -2.120717e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128642 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -21207522.000000 Penalty: 5943.442871
	Iteration 22Q: 3 clusters Score -2.120752e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130022 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -21207836.000000 Penalty: 5943.442871
	Iteration 23Q: 3 clusters Score -2.120784e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131308 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -21208262.000000 Penalty: 5943.442871
	Iteration 24Q: 3 clusters Score -2.120826e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132575 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -21208592.000000 Penalty: 5943.442871
	Iteration 25Q: 3 clusters Score -2.120859e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133744 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -21208932.000000 Penalty: 5943.442871
	Iteration 26Q: 3 clusters Score -2.120893e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134810 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -21209364.000000 Penalty: 5943.442871
	Iteration 27Q: 3 clusters Score -2.120936e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135882 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -21209648.000000 Penalty: 5943.442871
	Iteration 28Q: 3 clusters Score -2.120965e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136839 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -21209890.000000 Penalty: 5943.442871
	Iteration 29Q: 3 clusters Score -2.120989e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137722 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -21210024.000000 Penalty: 5943.442871
	Iteration 30Q: 3 clusters Score -2.121002e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138567 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -21210132.000000 Penalty: 5943.442871
	Iteration 31Q: 3 clusters Score -2.121013e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139357 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -21210302.000000 Penalty: 5943.442871
	Iteration 32Q: 3 clusters Score -2.12103e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140075 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -21210540.000000 Penalty: 5943.442871
	Iteration 33Q: 3 clusters Score -2.121054e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140812 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -21210742.000000 Penalty: 5943.442871
	Iteration 34Q: 3 clusters Score -2.121074e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141531 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -21210988.000000 Penalty: 5943.442871
	Iteration 35Q: 3 clusters Score -2.121099e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142193 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -21211132.000000 Penalty: 5943.442871
	Iteration 36Q: 3 clusters Score -2.121113e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142860 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -21211406.000000 Penalty: 5943.442871
	Iteration 37Q: 3 clusters Score -2.121141e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143484 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -21211632.000000 Penalty: 5943.442871
	Iteration 38Q: 3 clusters Score -2.121163e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144042 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -21211788.000000 Penalty: 5943.442871
	Iteration 39Q: 3 clusters Score -2.121179e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144574 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -21211930.000000 Penalty: 5943.442871
	Iteration 40F: 3 clusters Score -2.121193e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145107 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -21211982.000000 Penalty: 5943.442871
	Iteration 41Q: 3 clusters Score -2.121198e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145596 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -21212124.000000 Penalty: 5943.442871
	Iteration 42Q: 3 clusters Score -2.121212e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146090 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -21212248.000000 Penalty: 5943.442871
	Iteration 43Q: 3 clusters Score -2.121225e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146578 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -21212376.000000 Penalty: 5943.442871
	Iteration 44Q: 3 clusters Score -2.121238e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147068 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -21212582.000000 Penalty: 5943.442871
	Iteration 45Q: 3 clusters Score -2.121258e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147514 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -21212654.000000 Penalty: 5943.442871
	Iteration 46Q: 3 clusters Score -2.121265e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147908 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -21212688.000000 Penalty: 5943.442871
	Iteration 47Q: 3 clusters Score -2.121269e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148267 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -21212764.000000 Penalty: 5943.442871
	Iteration 48Q: 3 clusters Score -2.121276e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148615 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -21212828.000000 Penalty: 5943.442871
	Iteration 49Q: 3 clusters Score -2.121283e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148972 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -21212906.000000 Penalty: 5943.442871
	Iteration 50Q: 3 clusters Score -2.121291e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149342 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -21212910.000000 Penalty: 5943.442871
	Iteration 51Q: 3 clusters Score -2.121291e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149687 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -21212934.000000 Penalty: 5943.442871
	Iteration 52Q: 3 clusters Score -2.121293e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150009 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -21212968.000000 Penalty: 5943.442871
	Iteration 53Q: 3 clusters Score -2.121297e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150333 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -21213058.000000 Penalty: 5943.442871
	Iteration 54Q: 3 clusters Score -2.121306e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150596 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -21213076.000000 Penalty: 5943.442871
	Iteration 55Q: 3 clusters Score -2.121308e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150858 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -21213196.000000 Penalty: 5943.442871
	Iteration 56Q: 3 clusters Score -2.12132e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151110 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -21213230.000000 Penalty: 5943.442871
	Iteration 57Q: 3 clusters Score -2.121323e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151374 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -21213198.000000 Penalty: 5943.442871
	Iteration 58Q: 3 clusters Score -2.12132e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151615 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -21213206.000000 Penalty: 5943.442871
	Iteration 59Q: 3 clusters Score -2.121321e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151833 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -21213196.000000 Penalty: 5943.442871
	Iteration 60F: 3 clusters Score -2.12132e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152055 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -21213186.000000 Penalty: 5943.442871
	Iteration 61Q: 3 clusters Score -2.121319e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152257 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -21213240.000000 Penalty: 5943.442871
	Iteration 62Q: 3 clusters Score -2.121324e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152474 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -21213278.000000 Penalty: 5943.442871
	Iteration 63Q: 3 clusters Score -2.121328e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152697 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -21213284.000000 Penalty: 5943.442871
	Iteration 64Q: 3 clusters Score -2.121328e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152908 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -21213280.000000 Penalty: 5943.442871
	Iteration 65Q: 3 clusters Score -2.121328e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153130 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -21213338.000000 Penalty: 5943.442871
	Iteration 66Q: 3 clusters Score -2.121334e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153338 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -21213384.000000 Penalty: 5943.442871
	Iteration 67Q: 3 clusters Score -2.121338e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153555 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -21213434.000000 Penalty: 5943.442871
	Iteration 68Q: 3 clusters Score -2.121343e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153734 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -21213468.000000 Penalty: 5943.442871
	Iteration 69Q: 3 clusters Score -2.121347e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153897 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -21213474.000000 Penalty: 5943.442871
	Iteration 70Q: 3 clusters Score -2.121347e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154068 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -21213536.000000 Penalty: 5943.442871
	Iteration 71Q: 3 clusters Score -2.121354e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154237 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -21213564.000000 Penalty: 5943.442871
	Iteration 72Q: 3 clusters Score -2.121356e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154385 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -21213554.000000 Penalty: 5943.442871
	Iteration 73Q: 3 clusters Score -2.121355e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154525 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -21213530.000000 Penalty: 5943.442871
	Iteration 74Q: 3 clusters Score -2.121353e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154649 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -21213572.000000 Penalty: 5943.442871
	Iteration 75Q: 3 clusters Score -2.121357e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154757 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -21213542.000000 Penalty: 5943.442871
	Iteration 76Q: 3 clusters Score -2.121354e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154855 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -21213548.000000 Penalty: 5943.442871
	Iteration 77Q: 3 clusters Score -2.121355e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154960 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -21213542.000000 Penalty: 5943.442871
	Iteration 78Q: 3 clusters Score -2.121354e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155083 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -21213490.000000 Penalty: 5943.442871
	Iteration 79Q: 3 clusters Score -2.121349e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155198 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -21213502.000000 Penalty: 5943.442871
	Iteration 80F: 3 clusters Score -2.12135e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155312 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -21213548.000000 Penalty: 5943.442871
	Iteration 81Q: 3 clusters Score -2.121355e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155433 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -21213578.000000 Penalty: 5943.442871
	Iteration 82Q: 3 clusters Score -2.121358e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155558 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -21213592.000000 Penalty: 5943.442871
	Iteration 83Q: 3 clusters Score -2.121359e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155661 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -21213674.000000 Penalty: 5943.442871
	Iteration 84Q: 3 clusters Score -2.121367e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155745 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -21213658.000000 Penalty: 5943.442871
	Iteration 85Q: 3 clusters Score -2.121366e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155818 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -21213670.000000 Penalty: 5943.442871
	Iteration 86Q: 3 clusters Score -2.121367e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155894 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -21213650.000000 Penalty: 5943.442871
	Iteration 87Q: 3 clusters Score -2.121365e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155960 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -21213660.000000 Penalty: 5943.442871
	Iteration 88Q: 3 clusters Score -2.121366e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156030 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -21213666.000000 Penalty: 5943.442871
	Iteration 89Q: 3 clusters Score -2.121367e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156083 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -21213678.000000 Penalty: 5943.442871
	Iteration 90Q: 3 clusters Score -2.121368e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156141 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -21213722.000000 Penalty: 5943.442871
	Iteration 91Q: 3 clusters Score -2.121372e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156195 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -21213712.000000 Penalty: 5943.442871
	Iteration 92Q: 3 clusters Score -2.121371e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156235 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -21213708.000000 Penalty: 5943.442871
	Iteration 93Q: 3 clusters Score -2.121371e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156279 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -21213706.000000 Penalty: 5943.442871
	Iteration 94Q: 3 clusters Score -2.121371e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156320 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -21213704.000000 Penalty: 5943.442871
	Iteration 95Q: 3 clusters Score -2.12137e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156368 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -21213652.000000 Penalty: 5943.442871
	Iteration 96Q: 3 clusters Score -2.121365e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156416 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -21213680.000000 Penalty: 5943.442871
	Iteration 97Q: 3 clusters Score -2.121368e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156460 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -21213690.000000 Penalty: 5943.442871
	Iteration 98Q: 3 clusters Score -2.121369e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156504 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -21213686.000000 Penalty: 5943.442871
	Iteration 99Q: 3 clusters Score -2.121369e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156556 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -21213680.000000 Penalty: 5943.442871
	Iteration 100F: 3 clusters Score -2.121368e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156601 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -21213666.000000 Penalty: 5943.442871
	Iteration 101Q: 3 clusters Score -2.121367e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156640 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -21213690.000000 Penalty: 5943.442871
	Iteration 102Q: 3 clusters Score -2.121369e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156683 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -21213686.000000 Penalty: 5943.442871
	Iteration 103Q: 3 clusters Score -2.121369e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156730 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -21213690.000000 Penalty: 5943.442871
	Iteration 104Q: 3 clusters Score -2.121369e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156775 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -21213690.000000 Penalty: 5943.442871
	Iteration 105Q: 3 clusters Score -2.121369e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156816 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -21213728.000000 Penalty: 5943.442871
	Iteration 106Q: 3 clusters Score -2.121373e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156855 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -21213738.000000 Penalty: 5943.442871
	Iteration 107Q: 3 clusters Score -2.121374e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156880 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -21213724.000000 Penalty: 5943.442871
	Iteration 108Q: 3 clusters Score -2.121372e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156915 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -21213746.000000 Penalty: 5943.442871
	Iteration 109Q: 3 clusters Score -2.121375e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156942 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -21213728.000000 Penalty: 5943.442871
	Iteration 110Q: 3 clusters Score -2.121373e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156965 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -21213732.000000 Penalty: 5943.442871
	Iteration 111Q: 3 clusters Score -2.121373e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156983 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -21213716.000000 Penalty: 5943.442871
	Iteration 112Q: 3 clusters Score -2.121372e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157001 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -21213730.000000 Penalty: 5943.442871
	Iteration 113Q: 3 clusters Score -2.121373e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157018 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -21213720.000000 Penalty: 5943.442871
	Iteration 114Q: 3 clusters Score -2.121372e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157034 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -21213714.000000 Penalty: 5943.442871
	Iteration 115Q: 3 clusters Score -2.121371e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157051 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -21213724.000000 Penalty: 5943.442871
	Iteration 116Q: 3 clusters Score -2.121372e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157072 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -21213732.000000 Penalty: 5943.442871
	Iteration 117Q: 3 clusters Score -2.121373e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157091 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -21213728.000000 Penalty: 5943.442871
	Iteration 118Q: 3 clusters Score -2.121373e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157104 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -21213742.000000 Penalty: 5943.442871
	Iteration 119Q: 3 clusters Score -2.121374e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157122 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -21213738.000000 Penalty: 5943.442871
	Iteration 120F: 3 clusters Score -2.121374e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157144 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -21213744.000000 Penalty: 5943.442871
	Iteration 121Q: 3 clusters Score -2.121374e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157164 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -21213736.000000 Penalty: 5943.442871
	Iteration 122Q: 3 clusters Score -2.121374e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157181 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -21213718.000000 Penalty: 5943.442871
	Iteration 123Q: 3 clusters Score -2.121372e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157190 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -21213744.000000 Penalty: 5943.442871
	Iteration 124Q: 3 clusters Score -2.121374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157200 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -21213746.000000 Penalty: 5943.442871
	Iteration 125Q: 3 clusters Score -2.121375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157205 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -21213758.000000 Penalty: 5943.442871
	Iteration 126Q: 3 clusters Score -2.121376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157212 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -21213764.000000 Penalty: 5943.442871
	Iteration 127Q: 3 clusters Score -2.121376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157223 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -21213752.000000 Penalty: 5943.442871
	Iteration 128Q: 3 clusters Score -2.121375e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157237 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -21213766.000000 Penalty: 5943.442871
	Iteration 129Q: 3 clusters Score -2.121377e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157249 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -21213752.000000 Penalty: 5943.442871
	Iteration 130Q: 3 clusters Score -2.121375e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157261 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -21213760.000000 Penalty: 5943.442871
	Iteration 131Q: 3 clusters Score -2.121376e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157278 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -21213732.000000 Penalty: 5943.442871
	Iteration 132Q: 3 clusters Score -2.121373e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157294 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -21213726.000000 Penalty: 5943.442871
	Iteration 133Q: 3 clusters Score -2.121373e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157310 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -21213730.000000 Penalty: 5943.442871
	Iteration 134Q: 3 clusters Score -2.121373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157318 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -21213716.000000 Penalty: 5943.442871
	Iteration 135Q: 3 clusters Score -2.121372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157327 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -21213718.000000 Penalty: 5943.442871
	Iteration 136Q: 3 clusters Score -2.121372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157336 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -21213722.000000 Penalty: 5943.442871
	Iteration 137Q: 3 clusters Score -2.121372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157343 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -21213712.000000 Penalty: 5943.442871
	Iteration 138Q: 3 clusters Score -2.121371e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157351 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -21213704.000000 Penalty: 5943.442871
	Iteration 139Q: 3 clusters Score -2.12137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157359 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -21213714.000000 Penalty: 5943.442871
	Iteration 140F: 3 clusters Score -2.121371e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157369 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -21213718.000000 Penalty: 5943.442871
	Iteration 141Q: 3 clusters Score -2.121372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157376 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -21213698.000000 Penalty: 5943.442871
	Iteration 142Q: 3 clusters Score -2.12137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157389 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -21213688.000000 Penalty: 5943.442871
	Iteration 143Q: 3 clusters Score -2.121369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157400 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -21213692.000000 Penalty: 5943.442871
	Iteration 144Q: 3 clusters Score -2.121369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157413 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -21213710.000000 Penalty: 5943.442871
	Iteration 145Q: 3 clusters Score -2.121371e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157425 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -21213732.000000 Penalty: 5943.442871
	Iteration 146Q: 3 clusters Score -2.121373e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157438 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -21213720.000000 Penalty: 5943.442871
	Iteration 147Q: 3 clusters Score -2.121372e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157452 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -21213708.000000 Penalty: 5943.442871
	Iteration 148Q: 3 clusters Score -2.121371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157462 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -21213708.000000 Penalty: 5943.442871
	Iteration 149Q: 3 clusters Score -2.121371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157476 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -21213718.000000 Penalty: 5943.442871
	Iteration 150Q: 3 clusters Score -2.121372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157486 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -21213726.000000 Penalty: 5943.442871
	Iteration 151Q: 3 clusters Score -2.121373e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157501 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -21213750.000000 Penalty: 5943.442871
	Iteration 152Q: 3 clusters Score -2.121375e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157517 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -21213746.000000 Penalty: 5943.442871
	Iteration 153Q: 3 clusters Score -2.121375e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157533 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -21213754.000000 Penalty: 5943.442871
	Iteration 154Q: 3 clusters Score -2.121375e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157548 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -21213730.000000 Penalty: 5943.442871
	Iteration 155Q: 3 clusters Score -2.121373e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157563 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -21213722.000000 Penalty: 5943.442871
	Iteration 156Q: 3 clusters Score -2.121372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157578 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -21213718.000000 Penalty: 5943.442871
	Iteration 157Q: 3 clusters Score -2.121372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157586 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -21213756.000000 Penalty: 5943.442871
	Iteration 158Q: 3 clusters Score -2.121376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157594 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -21213768.000000 Penalty: 5943.442871
	Iteration 159Q: 3 clusters Score -2.121377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157599 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -21213770.000000 Penalty: 5943.442871
	Iteration 160F: 3 clusters Score -2.121377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157606 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -21213754.000000 Penalty: 5943.442871
	Iteration 161Q: 3 clusters Score -2.121375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157614 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -21213754.000000 Penalty: 5943.442871
	Iteration 162Q: 3 clusters Score -2.121375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157618 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -21213766.000000 Penalty: 5943.442871
	Iteration 163Q: 3 clusters Score -2.121377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157623 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -21213770.000000 Penalty: 5943.442871
	Iteration 164Q: 3 clusters Score -2.121377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157628 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -21213766.000000 Penalty: 5943.442871
	Iteration 165Q: 3 clusters Score -2.121377e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157638 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -21213766.000000 Penalty: 5943.442871
	Iteration 166Q: 3 clusters Score -2.121377e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157656 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -21213770.000000 Penalty: 5943.442871
	Iteration 167Q: 3 clusters Score -2.121377e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157671 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -21213772.000000 Penalty: 5943.442871
	Iteration 168Q: 3 clusters Score -2.121377e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157684 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -21213784.000000 Penalty: 5943.442871
	Iteration 169Q: 3 clusters Score -2.121378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157693 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -21213768.000000 Penalty: 5943.442871
	Iteration 170Q: 3 clusters Score -2.121377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157699 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -21213764.000000 Penalty: 5943.442871
	Iteration 171Q: 3 clusters Score -2.121376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157701 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -21213758.000000 Penalty: 5943.442871
	Iteration 172Q: 3 clusters Score -2.121376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157704 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -21213758.000000 Penalty: 5943.442871
	Iteration 173Q: 3 clusters Score -2.121376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157707 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -21213760.000000 Penalty: 5943.442871
	Iteration 174Q: 3 clusters Score -2.121376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157711 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -21213776.000000 Penalty: 5943.442871
	Iteration 175Q: 3 clusters Score -2.121378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157716 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -21213776.000000 Penalty: 5943.442871
	Iteration 176Q: 3 clusters Score -2.121378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157720 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -21213784.000000 Penalty: 5943.442871
	Iteration 177Q: 3 clusters Score -2.121378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157723 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -21213766.000000 Penalty: 5943.442871
	Iteration 178Q: 3 clusters Score -2.121377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157726 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -21213762.000000 Penalty: 5943.442871
	Iteration 179Q: 3 clusters Score -2.121376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157733 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -21213772.000000 Penalty: 5943.442871
	Iteration 180F: 3 clusters Score -2.121377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157739 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -21213772.000000 Penalty: 5943.442871
	Iteration 181Q: 3 clusters Score -2.121377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157744 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -21213778.000000 Penalty: 5943.442871
	Iteration 182Q: 3 clusters Score -2.121378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157751 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -21213774.000000 Penalty: 5943.442871
	Iteration 183Q: 3 clusters Score -2.121377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157760 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -21213758.000000 Penalty: 5943.442871
	Iteration 184Q: 3 clusters Score -2.121376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157772 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -21213738.000000 Penalty: 5943.442871
	Iteration 185Q: 3 clusters Score -2.121374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157777 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -21213750.000000 Penalty: 5943.442871
	Iteration 186Q: 3 clusters Score -2.121375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157787 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -21213730.000000 Penalty: 5943.442871
	Iteration 187Q: 3 clusters Score -2.121373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157793 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -21213736.000000 Penalty: 5943.442871
	Iteration 188Q: 3 clusters Score -2.121374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157800 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -21213748.000000 Penalty: 5943.442871
	Iteration 189Q: 3 clusters Score -2.121375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157804 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -21213744.000000 Penalty: 5943.442871
	Iteration 190Q: 3 clusters Score -2.121374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157809 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -21213754.000000 Penalty: 5943.442871
	Iteration 191Q: 3 clusters Score -2.121375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157815 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -21213756.000000 Penalty: 5943.442871
	Iteration 192Q: 3 clusters Score -2.121376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157818 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -21213752.000000 Penalty: 5943.442871
	Iteration 193Q: 3 clusters Score -2.121375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157821 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -21213748.000000 Penalty: 5943.442871
	Iteration 194Q: 3 clusters Score -2.121375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157823 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -21213754.000000 Penalty: 5943.442871
	Iteration 195Q: 3 clusters Score -2.121375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157825 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -21213758.000000 Penalty: 5943.442871
	Iteration 196Q: 3 clusters Score -2.121376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157827 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -21213750.000000 Penalty: 5943.442871
	Iteration 197Q: 3 clusters Score -2.121375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157828 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -21213744.000000 Penalty: 5943.442871
	Iteration 198Q: 3 clusters Score -2.121374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157831 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -21213752.000000 Penalty: 5943.442871
	Iteration 199Q: 3 clusters Score -2.121375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157834 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -21213748.000000 Penalty: 5943.442871
	Iteration 200F: 3 clusters Score -2.121375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157840 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -21213740.000000 Penalty: 5943.442871
	Iteration 201Q: 3 clusters Score -2.121374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157844 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -21213740.000000 Penalty: 5943.442871
	Iteration 202Q: 3 clusters Score -2.121374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157846 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -21213754.000000 Penalty: 5943.442871
	Iteration 203Q: 3 clusters Score -2.121375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157850 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -21213748.000000 Penalty: 5943.442871
	Iteration 204Q: 3 clusters Score -2.121375e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157850 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -21213748.000000 Penalty: 5943.442871
	Iteration 205F: 3 clusters Score -2.121375e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (88760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88760 members 
Entering Unmasked Estep 
Score: -11512284.000000 Penalty: 2825.635498
	Iteration 0F: 2 clusters Score -1.151228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -11453027.000000 Penalty: 5651.270996
	Iteration 0F: 3 clusters Score -1.145303e+07 nChanged 41781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -11476187.000000 Penalty: 5651.270996
	Iteration 1F: 3 clusters Score -1.147619e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -11476783.000000 Penalty: 5651.270996
	Iteration 2Q: 3 clusters Score -1.147678e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -11477370.000000 Penalty: 5651.270996
	Iteration 3Q: 3 clusters Score -1.147737e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -11478083.000000 Penalty: 5651.270996
	Iteration 4Q: 3 clusters Score -1.147808e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 50110 members 
Entering Unmasked Estep 
Score: -11478934.000000 Penalty: 5651.270996
	Iteration 5Q: 3 clusters Score -1.147893e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
Score: -11480402.000000 Penalty: 5651.270996
	Iteration 6Q: 3 clusters Score -1.14804e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 57268 members 
Entering Unmasked Estep 
Score: -11482894.000000 Penalty: 5651.270996
	Iteration 7Q: 3 clusters Score -1.148289e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 62890 members 
Entering Unmasked Estep 
Score: -11487115.000000 Penalty: 5651.270996
	Iteration 8F: 3 clusters Score -1.148712e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 69743 members 
Entering Unmasked Estep 
Score: -11492869.000000 Penalty: 5651.270996
	Iteration 9F: 3 clusters Score -1.149287e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 76650 members 
Entering Unmasked Estep 
Score: -11499133.000000 Penalty: 5651.270996
	Iteration 10F: 3 clusters Score -1.149913e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 82170 members 
Entering Unmasked Estep 
Score: -11504197.000000 Penalty: 5651.270996
	Iteration 11F: 3 clusters Score -1.15042e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 85654 members 
Entering Unmasked Estep 
Score: -11507275.000000 Penalty: 5651.270996
	Iteration 12Q: 3 clusters Score -1.150728e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 87345 members 
Entering Unmasked Estep 
Score: -11508776.000000 Penalty: 5651.270996
	Iteration 13Q: 3 clusters Score -1.150878e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 87993 members 
Entering Unmasked Estep 
Score: -11509356.000000 Penalty: 5651.270996
	Iteration 14Q: 3 clusters Score -1.150936e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 88253 members 
Entering Unmasked Estep 
Score: -11509604.000000 Penalty: 5651.270996
	Iteration 15Q: 3 clusters Score -1.15096e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 88354 members 
Entering Unmasked Estep 
Score: -11509703.000000 Penalty: 5651.270996
	Iteration 16Q: 3 clusters Score -1.15097e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 88405 members 
Entering Unmasked Estep 
Score: -11509790.000000 Penalty: 5651.270996
	Iteration 17Q: 3 clusters Score -1.150979e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 88426 members 
Entering Unmasked Estep 
Score: -11509834.000000 Penalty: 5651.270996
	Iteration 18Q: 3 clusters Score -1.150983e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 88436 members 
Entering Unmasked Estep 
Score: -11509838.000000 Penalty: 5651.270996
	Iteration 19Q: 3 clusters Score -1.150984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 88442 members 
Entering Unmasked Estep 
Score: -11509855.000000 Penalty: 5651.270996
	Iteration 20F: 3 clusters Score -1.150986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 88448 members 
Entering Unmasked Estep 
Score: -11509859.000000 Penalty: 5651.270996
	Iteration 21Q: 3 clusters Score -1.150986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 88453 members 
Entering Unmasked Estep 
Score: -11509875.000000 Penalty: 5651.270996
	Iteration 22Q: 3 clusters Score -1.150988e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 88460 members 
Entering Unmasked Estep 
Score: -11509889.000000 Penalty: 5651.270996
	Iteration 23Q: 3 clusters Score -1.150989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 88465 members 
Entering Unmasked Estep 
Score: -11509886.000000 Penalty: 5651.270996
	Iteration 24Q: 3 clusters Score -1.150989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 88463 members 
Entering Unmasked Estep 
Score: -11509889.000000 Penalty: 5651.270996
	Iteration 25Q: 3 clusters Score -1.150989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 88464 members 
Entering Unmasked Estep 
Score: -11509894.000000 Penalty: 5651.270996
	Iteration 26Q: 3 clusters Score -1.150989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 88465 members 
Entering Unmasked Estep 
Score: -11509890.000000 Penalty: 5651.270996
	Iteration 27Q: 3 clusters Score -1.150989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 88466 members 
Entering Unmasked Estep 
Score: -11509894.000000 Penalty: 5651.270996
	Iteration 28Q: 3 clusters Score -1.150989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 88467 members 
Entering Unmasked Estep 
Score: -11509900.000000 Penalty: 5651.270996
	Iteration 29Q: 3 clusters Score -1.15099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 88468 members 
Entering Unmasked Estep 
Score: -11509902.000000 Penalty: 5651.270996
	Iteration 30Q: 3 clusters Score -1.15099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 88470 members 
Entering Unmasked Estep 
Score: -11509897.000000 Penalty: 5651.270996
	Iteration 31Q: 3 clusters Score -1.15099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 88473 members 
Entering Unmasked Estep 
Score: -11509905.000000 Penalty: 5651.270996
	Iteration 32Q: 3 clusters Score -1.15099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 88473 members 
Entering Unmasked Estep 
Score: -11509905.000000 Penalty: 5651.270996
	Iteration 33F: 3 clusters Score -1.15099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Entering Unmasked Estep 
Score: -387537.343750 Penalty: 1977.769409
	Iteration 0F: 2 clusters Score -387537.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -384356.625000 Penalty: 3955.538818
	Iteration 0F: 3 clusters Score -384356.6 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -384979.937500 Penalty: 3955.538818
	Iteration 1F: 3 clusters Score -384979.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -385147.187500 Penalty: 3955.538818
	Iteration 2F: 3 clusters Score -385147.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -385231.125000 Penalty: 3955.538818
	Iteration 3Q: 3 clusters Score -385231.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -385310.718750 Penalty: 3955.538818
	Iteration 4Q: 3 clusters Score -385310.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -385400.000000 Penalty: 3955.538818
	Iteration 5Q: 3 clusters Score -385400 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -385499.656250 Penalty: 3955.538818
	Iteration 6Q: 3 clusters Score -385499.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -385646.093750 Penalty: 3955.538818
	Iteration 7Q: 3 clusters Score -385646.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -385859.093750 Penalty: 3955.538818
	Iteration 8Q: 3 clusters Score -385859.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -386184.468750 Penalty: 3955.538818
	Iteration 9Q: 3 clusters Score -386184.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -386441.718750 Penalty: 3955.538818
	Iteration 10F: 3 clusters Score -386441.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -386588.000000 Penalty: 3955.538818
	Iteration 11Q: 3 clusters Score -386588 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -386698.687500 Penalty: 3955.538818
	Iteration 12Q: 3 clusters Score -386698.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -386783.906250 Penalty: 3955.538818
	Iteration 13Q: 3 clusters Score -386783.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -386861.468750 Penalty: 3955.538818
	Iteration 14Q: 3 clusters Score -386861.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -386938.000000 Penalty: 3955.538818
	Iteration 15Q: 3 clusters Score -386938 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -387004.187500 Penalty: 3955.538818
	Iteration 16Q: 3 clusters Score -387004.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -387082.093750 Penalty: 3955.538818
	Iteration 17Q: 3 clusters Score -387082.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -387173.437500 Penalty: 3955.538818
	Iteration 18Q: 3 clusters Score -387173.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -387236.531250 Penalty: 3955.538818
	Iteration 19Q: 3 clusters Score -387236.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -387271.187500 Penalty: 3955.538818
	Iteration 20F: 3 clusters Score -387271.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -387282.250000 Penalty: 3955.538818
	Iteration 21Q: 3 clusters Score -387282.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -387285.562500 Penalty: 3955.538818
	Iteration 22Q: 3 clusters Score -387285.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -387285.750000 Penalty: 3955.538818
	Iteration 23Q: 3 clusters Score -387285.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -387285.750000 Penalty: 3955.538818
	Iteration 24F: 3 clusters Score -387285.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Entering Unmasked Estep 
Score: -929585.125000 Penalty: 2207.200928
	Iteration 0F: 2 clusters Score -929585.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -923622.250000 Penalty: 4414.401855
	Iteration 0F: 3 clusters Score -923622.2 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -925501.937500 Penalty: 4414.401855
	Iteration 1F: 3 clusters Score -925501.9 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -926265.500000 Penalty: 4414.401855
	Iteration 2F: 3 clusters Score -926265.5 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -926969.812500 Penalty: 4414.401855
	Iteration 3F: 3 clusters Score -926969.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -927465.937500 Penalty: 4414.401855
	Iteration 4F: 3 clusters Score -927465.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -927719.812500 Penalty: 4414.401855
	Iteration 5F: 3 clusters Score -927719.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -927859.062500 Penalty: 4414.401855
	Iteration 6Q: 3 clusters Score -927859.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -927955.000000 Penalty: 4414.401855
	Iteration 7Q: 3 clusters Score -927955 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -928019.062500 Penalty: 4414.401855
	Iteration 8Q: 3 clusters Score -928019.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -928069.875000 Penalty: 4414.401855
	Iteration 9Q: 3 clusters Score -928069.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -928106.562500 Penalty: 4414.401855
	Iteration 10Q: 3 clusters Score -928106.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -928126.687500 Penalty: 4414.401855
	Iteration 11Q: 3 clusters Score -928126.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -928137.812500 Penalty: 4414.401855
	Iteration 12Q: 3 clusters Score -928137.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -928149.500000 Penalty: 4414.401855
	Iteration 13Q: 3 clusters Score -928149.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -928164.062500 Penalty: 4414.401855
	Iteration 14Q: 3 clusters Score -928164.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -928172.687500 Penalty: 4414.401855
	Iteration 15Q: 3 clusters Score -928172.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -928180.000000 Penalty: 4414.401855
	Iteration 16Q: 3 clusters Score -928180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -928186.375000 Penalty: 4414.401855
	Iteration 17Q: 3 clusters Score -928186.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -928195.750000 Penalty: 4414.401855
	Iteration 18Q: 3 clusters Score -928195.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -928202.937500 Penalty: 4414.401855
	Iteration 19Q: 3 clusters Score -928202.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -928209.500000 Penalty: 4414.401855
	Iteration 20F: 3 clusters Score -928209.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -928212.625000 Penalty: 4414.401855
	Iteration 21Q: 3 clusters Score -928212.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -928215.937500 Penalty: 4414.401855
	Iteration 22Q: 3 clusters Score -928215.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -928219.000000 Penalty: 4414.401855
	Iteration 23Q: 3 clusters Score -928219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -928222.125000 Penalty: 4414.401855
	Iteration 24Q: 3 clusters Score -928222.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -928226.562500 Penalty: 4414.401855
	Iteration 25Q: 3 clusters Score -928226.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -928228.000000 Penalty: 4414.401855
	Iteration 26Q: 3 clusters Score -928228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -928230.437500 Penalty: 4414.401855
	Iteration 27Q: 3 clusters Score -928230.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -928235.250000 Penalty: 4414.401855
	Iteration 28Q: 3 clusters Score -928235.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -928236.500000 Penalty: 4414.401855
	Iteration 29Q: 3 clusters Score -928236.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -928236.750000 Penalty: 4414.401855
	Iteration 30Q: 3 clusters Score -928236.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -928236.750000 Penalty: 4414.401855
	Iteration 31F: 3 clusters Score -928236.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Entering Unmasked Estep 
Score: -82806.039062 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -82806.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -81117.796875 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -81117.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81364.625000 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -81364.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -81494.046875 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -81494.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -81535.289062 Penalty: 3230.562256
	Iteration 3Q: 3 clusters Score -81535.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -81573.593750 Penalty: 3230.562256
	Iteration 4Q: 3 clusters Score -81573.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -81601.468750 Penalty: 3230.562256
	Iteration 5Q: 3 clusters Score -81601.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -81621.882812 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -81621.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -81639.835938 Penalty: 3230.562256
	Iteration 7Q: 3 clusters Score -81639.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -81649.773438 Penalty: 3230.562256
	Iteration 8Q: 3 clusters Score -81649.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -81659.296875 Penalty: 3230.562256
	Iteration 9Q: 3 clusters Score -81659.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -81682.718750 Penalty: 3230.562256
	Iteration 10Q: 3 clusters Score -81682.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -81700.710938 Penalty: 3230.562256
	Iteration 11Q: 3 clusters Score -81700.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -81708.546875 Penalty: 3230.562256
	Iteration 12Q: 3 clusters Score -81708.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -81717.015625 Penalty: 3230.562256
	Iteration 13Q: 3 clusters Score -81717.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -81721.109375 Penalty: 3230.562256
	Iteration 14Q: 3 clusters Score -81721.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -81721.687500 Penalty: 3230.562256
	Iteration 15Q: 3 clusters Score -81721.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -81721.687500 Penalty: 3230.562256
	Iteration 16F: 3 clusters Score -81721.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (160326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160326 members 
Entering Unmasked Estep 
Score: -21474714.000000 Penalty: 2972.271240
	Iteration 0F: 2 clusters Score -2.147471e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80258 members 
Mstep: Class 2 contains 80068 members 
Entering Unmasked Estep 
Score: -21369856.000000 Penalty: 5944.542480
	Iteration 0F: 3 clusters Score -2.136986e+07 nChanged 76559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83457 members 
Mstep: Class 2 contains 76869 members 
Entering Unmasked Estep 
Score: -21415230.000000 Penalty: 5944.542480
	Iteration 1F: 3 clusters Score -2.141523e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86535 members 
Mstep: Class 2 contains 73791 members 
Entering Unmasked Estep 
Score: -21417392.000000 Penalty: 5944.542480
	Iteration 2Q: 3 clusters Score -2.141739e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91266 members 
Mstep: Class 2 contains 69060 members 
Entering Unmasked Estep 
Score: -21420980.000000 Penalty: 5944.542480
	Iteration 3Q: 3 clusters Score -2.142098e+07 nChanged 10203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97875 members 
Mstep: Class 2 contains 62451 members 
Entering Unmasked Estep 
Score: -21426922.000000 Penalty: 5944.542480
	Iteration 4F: 3 clusters Score -2.142692e+07 nChanged 11893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106046 members 
Mstep: Class 2 contains 54280 members 
Entering Unmasked Estep 
Score: -21434760.000000 Penalty: 5944.542480
	Iteration 5F: 3 clusters Score -2.143476e+07 nChanged 12292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114942 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -21442950.000000 Penalty: 5944.542480
	Iteration 6F: 3 clusters Score -2.144295e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123595 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -21450336.000000 Penalty: 5944.542480
	Iteration 7F: 3 clusters Score -2.145034e+07 nChanged 9063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131448 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -21457200.000000 Penalty: 5944.542480
	Iteration 8F: 3 clusters Score -2.14572e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137753 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -21462532.000000 Penalty: 5944.542480
	Iteration 9Q: 3 clusters Score -2.146253e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142351 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -21466546.000000 Penalty: 5944.542480
	Iteration 10Q: 3 clusters Score -2.146655e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145486 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -21469374.000000 Penalty: 5944.542480
	Iteration 11Q: 3 clusters Score -2.146937e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147594 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -21470870.000000 Penalty: 5944.542480
	Iteration 12Q: 3 clusters Score -2.147087e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149234 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -21471882.000000 Penalty: 5944.542480
	Iteration 13Q: 3 clusters Score -2.147188e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150569 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -21472506.000000 Penalty: 5944.542480
	Iteration 14Q: 3 clusters Score -2.147251e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151674 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -21472888.000000 Penalty: 5944.542480
	Iteration 15Q: 3 clusters Score -2.147289e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152609 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -21473190.000000 Penalty: 5944.542480
	Iteration 16Q: 3 clusters Score -2.147319e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153438 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -21473404.000000 Penalty: 5944.542480
	Iteration 17Q: 3 clusters Score -2.14734e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154113 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -21473698.000000 Penalty: 5944.542480
	Iteration 18Q: 3 clusters Score -2.14737e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154682 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -21473754.000000 Penalty: 5944.542480
	Iteration 19Q: 3 clusters Score -2.147375e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155180 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -21473850.000000 Penalty: 5944.542480
	Iteration 20F: 3 clusters Score -2.147385e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155584 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -21473876.000000 Penalty: 5944.542480
	Iteration 21Q: 3 clusters Score -2.147388e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155937 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -21473968.000000 Penalty: 5944.542480
	Iteration 22Q: 3 clusters Score -2.147397e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156219 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -21473992.000000 Penalty: 5944.542480
	Iteration 23Q: 3 clusters Score -2.147399e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156464 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -21473970.000000 Penalty: 5944.542480
	Iteration 24Q: 3 clusters Score -2.147397e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156641 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -21473956.000000 Penalty: 5944.542480
	Iteration 25Q: 3 clusters Score -2.147396e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156799 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -21473982.000000 Penalty: 5944.542480
	Iteration 26Q: 3 clusters Score -2.147398e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156927 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -21473970.000000 Penalty: 5944.542480
	Iteration 27Q: 3 clusters Score -2.147397e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157030 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -21473960.000000 Penalty: 5944.542480
	Iteration 28Q: 3 clusters Score -2.147396e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157114 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -21473936.000000 Penalty: 5944.542480
	Iteration 29Q: 3 clusters Score -2.147394e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157186 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -21473952.000000 Penalty: 5944.542480
	Iteration 30Q: 3 clusters Score -2.147395e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157245 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -21473960.000000 Penalty: 5944.542480
	Iteration 31Q: 3 clusters Score -2.147396e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157295 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -21473934.000000 Penalty: 5944.542480
	Iteration 32Q: 3 clusters Score -2.147393e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157341 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -21473930.000000 Penalty: 5944.542480
	Iteration 33Q: 3 clusters Score -2.147393e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157374 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -21473942.000000 Penalty: 5944.542480
	Iteration 34Q: 3 clusters Score -2.147394e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157410 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -21473908.000000 Penalty: 5944.542480
	Iteration 35Q: 3 clusters Score -2.147391e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157446 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -21473912.000000 Penalty: 5944.542480
	Iteration 36Q: 3 clusters Score -2.147391e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157474 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -21473896.000000 Penalty: 5944.542480
	Iteration 37Q: 3 clusters Score -2.14739e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157493 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -21473894.000000 Penalty: 5944.542480
	Iteration 38Q: 3 clusters Score -2.147389e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157515 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -21473886.000000 Penalty: 5944.542480
	Iteration 39Q: 3 clusters Score -2.147389e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157548 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -21473870.000000 Penalty: 5944.542480
	Iteration 40F: 3 clusters Score -2.147387e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157583 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -21473868.000000 Penalty: 5944.542480
	Iteration 41Q: 3 clusters Score -2.147387e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157614 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -21473862.000000 Penalty: 5944.542480
	Iteration 42Q: 3 clusters Score -2.147386e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157648 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -21473878.000000 Penalty: 5944.542480
	Iteration 43Q: 3 clusters Score -2.147388e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157688 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -21473886.000000 Penalty: 5944.542480
	Iteration 44Q: 3 clusters Score -2.147389e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157735 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -21473872.000000 Penalty: 5944.542480
	Iteration 45Q: 3 clusters Score -2.147387e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157774 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -21473876.000000 Penalty: 5944.542480
	Iteration 46Q: 3 clusters Score -2.147388e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157810 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -21473890.000000 Penalty: 5944.542480
	Iteration 47Q: 3 clusters Score -2.147389e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157847 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -21473858.000000 Penalty: 5944.542480
	Iteration 48Q: 3 clusters Score -2.147386e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157873 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -21473876.000000 Penalty: 5944.542480
	Iteration 49Q: 3 clusters Score -2.147388e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157893 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -21473858.000000 Penalty: 5944.542480
	Iteration 50Q: 3 clusters Score -2.147386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157907 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -21473876.000000 Penalty: 5944.542480
	Iteration 51Q: 3 clusters Score -2.147388e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157926 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -21473860.000000 Penalty: 5944.542480
	Iteration 52Q: 3 clusters Score -2.147386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157944 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -21473858.000000 Penalty: 5944.542480
	Iteration 53Q: 3 clusters Score -2.147386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157960 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -21473858.000000 Penalty: 5944.542480
	Iteration 54Q: 3 clusters Score -2.147386e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157975 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -21473854.000000 Penalty: 5944.542480
	Iteration 55Q: 3 clusters Score -2.147385e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157992 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -21473862.000000 Penalty: 5944.542480
	Iteration 56Q: 3 clusters Score -2.147386e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158009 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -21473832.000000 Penalty: 5944.542480
	Iteration 57Q: 3 clusters Score -2.147383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158020 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -21473832.000000 Penalty: 5944.542480
	Iteration 58Q: 3 clusters Score -2.147383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158024 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -21473838.000000 Penalty: 5944.542480
	Iteration 59Q: 3 clusters Score -2.147384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158026 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -21473838.000000 Penalty: 5944.542480
	Iteration 60F: 3 clusters Score -2.147384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158029 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -21473834.000000 Penalty: 5944.542480
	Iteration 61Q: 3 clusters Score -2.147383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158035 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -21473832.000000 Penalty: 5944.542480
	Iteration 62Q: 3 clusters Score -2.147383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158042 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -21473838.000000 Penalty: 5944.542480
	Iteration 63Q: 3 clusters Score -2.147384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158049 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -21473834.000000 Penalty: 5944.542480
	Iteration 64Q: 3 clusters Score -2.147383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158057 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -21473812.000000 Penalty: 5944.542480
	Iteration 65Q: 3 clusters Score -2.147381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158063 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -21473818.000000 Penalty: 5944.542480
	Iteration 66Q: 3 clusters Score -2.147382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158066 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -21473810.000000 Penalty: 5944.542480
	Iteration 67Q: 3 clusters Score -2.147381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158068 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -21473812.000000 Penalty: 5944.542480
	Iteration 68Q: 3 clusters Score -2.147381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158071 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -21473830.000000 Penalty: 5944.542480
	Iteration 69Q: 3 clusters Score -2.147383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158078 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -21473838.000000 Penalty: 5944.542480
	Iteration 70Q: 3 clusters Score -2.147384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158079 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -21473844.000000 Penalty: 5944.542480
	Iteration 71Q: 3 clusters Score -2.147384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158079 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -21473844.000000 Penalty: 5944.542480
	Iteration 72F: 3 clusters Score -2.147384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (149758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149758 members 
Entering Unmasked Estep 
Score: -19902320.000000 Penalty: 2955.360352
	Iteration 0F: 2 clusters Score -1.990232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75309 members 
Mstep: Class 2 contains 74449 members 
Entering Unmasked Estep 
Score: -19802372.000000 Penalty: 5910.720703
	Iteration 0F: 3 clusters Score -1.980237e+07 nChanged 71444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80925 members 
Mstep: Class 2 contains 68833 members 
Entering Unmasked Estep 
Score: -19843964.000000 Penalty: 5910.720703
	Iteration 1F: 3 clusters Score -1.984396e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84676 members 
Mstep: Class 2 contains 65082 members 
Entering Unmasked Estep 
Score: -19845404.000000 Penalty: 5910.720703
	Iteration 2Q: 3 clusters Score -1.98454e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90562 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
Score: -19847966.000000 Penalty: 5910.720703
	Iteration 3Q: 3 clusters Score -1.984797e+07 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99420 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -19853196.000000 Penalty: 5910.720703
	Iteration 4F: 3 clusters Score -1.98532e+07 nChanged 12392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111728 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -19862756.000000 Penalty: 5910.720703
	Iteration 5F: 3 clusters Score -1.986276e+07 nChanged 14331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126003 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -19876328.000000 Penalty: 5910.720703
	Iteration 6F: 3 clusters Score -1.987633e+07 nChanged 12334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138295 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -19888784.000000 Penalty: 5910.720703
	Iteration 7F: 3 clusters Score -1.988878e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145332 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -19895916.000000 Penalty: 5910.720703
	Iteration 8Q: 3 clusters Score -1.989592e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148076 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -19898442.000000 Penalty: 5910.720703
	Iteration 9Q: 3 clusters Score -1.989844e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148973 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -19899194.000000 Penalty: 5910.720703
	Iteration 10Q: 3 clusters Score -1.989919e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149249 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -19899484.000000 Penalty: 5910.720703
	Iteration 11Q: 3 clusters Score -1.989948e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149354 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -19899588.000000 Penalty: 5910.720703
	Iteration 12Q: 3 clusters Score -1.989959e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149386 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -19899628.000000 Penalty: 5910.720703
	Iteration 13Q: 3 clusters Score -1.989963e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149400 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -19899664.000000 Penalty: 5910.720703
	Iteration 14Q: 3 clusters Score -1.989966e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149411 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -19899682.000000 Penalty: 5910.720703
	Iteration 15Q: 3 clusters Score -1.989968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149417 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -19899684.000000 Penalty: 5910.720703
	Iteration 16Q: 3 clusters Score -1.989968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149420 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -19899700.000000 Penalty: 5910.720703
	Iteration 17Q: 3 clusters Score -1.98997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149420 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -19899712.000000 Penalty: 5910.720703
	Iteration 18Q: 3 clusters Score -1.989971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149420 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -19899724.000000 Penalty: 5910.720703
	Iteration 19Q: 3 clusters Score -1.989972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149422 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -19899716.000000 Penalty: 5910.720703
	Iteration 20F: 3 clusters Score -1.989972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149423 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -19899716.000000 Penalty: 5910.720703
	Iteration 21Q: 3 clusters Score -1.989972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149427 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -19899716.000000 Penalty: 5910.720703
	Iteration 22Q: 3 clusters Score -1.989972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149427 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -19899720.000000 Penalty: 5910.720703
	Iteration 23Q: 3 clusters Score -1.989972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149428 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -19899734.000000 Penalty: 5910.720703
	Iteration 24Q: 3 clusters Score -1.989973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149429 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -19899710.000000 Penalty: 5910.720703
	Iteration 25Q: 3 clusters Score -1.989971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149430 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -19899730.000000 Penalty: 5910.720703
	Iteration 26Q: 3 clusters Score -1.989973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149430 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -19899730.000000 Penalty: 5910.720703
	Iteration 27F: 3 clusters Score -1.989973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Entering Unmasked Estep 
Score: -3144291.250000 Penalty: 2498.694336
	Iteration 0F: 2 clusters Score -3144291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -3127860.250000 Penalty: 4997.388672
	Iteration 0F: 3 clusters Score -3127860 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -3133483.250000 Penalty: 4997.388672
	Iteration 1F: 3 clusters Score -3133483 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -3133853.500000 Penalty: 4997.388672
	Iteration 2Q: 3 clusters Score -3133854 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -3134161.750000 Penalty: 4997.388672
	Iteration 3Q: 3 clusters Score -3134162 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -3134513.000000 Penalty: 4997.388672
	Iteration 4Q: 3 clusters Score -3134513 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -3134965.250000 Penalty: 4997.388672
	Iteration 5Q: 3 clusters Score -3134965 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -3135570.500000 Penalty: 4997.388672
	Iteration 6Q: 3 clusters Score -3135570 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -3136362.000000 Penalty: 4997.388672
	Iteration 7F: 3 clusters Score -3136362 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -3137346.000000 Penalty: 4997.388672
	Iteration 8F: 3 clusters Score -3137346 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -3138513.500000 Penalty: 4997.388672
	Iteration 9F: 3 clusters Score -3138514 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -3139672.250000 Penalty: 4997.388672
	Iteration 10F: 3 clusters Score -3139672 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -3140569.250000 Penalty: 4997.388672
	Iteration 11Q: 3 clusters Score -3140569 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -3141207.500000 Penalty: 4997.388672
	Iteration 12Q: 3 clusters Score -3141208 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3141616.250000 Penalty: 4997.388672
	Iteration 13Q: 3 clusters Score -3141616 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -3141908.250000 Penalty: 4997.388672
	Iteration 14Q: 3 clusters Score -3141908 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3142123.250000 Penalty: 4997.388672
	Iteration 15Q: 3 clusters Score -3142123 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3142278.500000 Penalty: 4997.388672
	Iteration 16Q: 3 clusters Score -3142278 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -3142382.000000 Penalty: 4997.388672
	Iteration 17Q: 3 clusters Score -3142382 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3142464.500000 Penalty: 4997.388672
	Iteration 18Q: 3 clusters Score -3142464 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3142507.750000 Penalty: 4997.388672
	Iteration 19Q: 3 clusters Score -3142508 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3142523.750000 Penalty: 4997.388672
	Iteration 20F: 3 clusters Score -3142524 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3142555.750000 Penalty: 4997.388672
	Iteration 21Q: 3 clusters Score -3142556 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3142564.000000 Penalty: 4997.388672
	Iteration 22Q: 3 clusters Score -3142564 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3142567.750000 Penalty: 4997.388672
	Iteration 23Q: 3 clusters Score -3142568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3142577.250000 Penalty: 4997.388672
	Iteration 24Q: 3 clusters Score -3142577 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3142579.750000 Penalty: 4997.388672
	Iteration 25Q: 3 clusters Score -3142580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3142589.000000 Penalty: 4997.388672
	Iteration 26Q: 3 clusters Score -3142589 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3142601.750000 Penalty: 4997.388672
	Iteration 27Q: 3 clusters Score -3142602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3142598.750000 Penalty: 4997.388672
	Iteration 28Q: 3 clusters Score -3142599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3142606.500000 Penalty: 4997.388672
	Iteration 29Q: 3 clusters Score -3142606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3142613.750000 Penalty: 4997.388672
	Iteration 30Q: 3 clusters Score -3142614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3142620.000000 Penalty: 4997.388672
	Iteration 31Q: 3 clusters Score -3142620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3142622.250000 Penalty: 4997.388672
	Iteration 32Q: 3 clusters Score -3142622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3142627.250000 Penalty: 4997.388672
	Iteration 33Q: 3 clusters Score -3142627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3142627.500000 Penalty: 4997.388672
	Iteration 34Q: 3 clusters Score -3142628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3142627.250000 Penalty: 4997.388672
	Iteration 35Q: 3 clusters Score -3142627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3142631.750000 Penalty: 4997.388672
	Iteration 36Q: 3 clusters Score -3142632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3142637.500000 Penalty: 4997.388672
	Iteration 37Q: 3 clusters Score -3142638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3142648.250000 Penalty: 4997.388672
	Iteration 38Q: 3 clusters Score -3142648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3142650.250000 Penalty: 4997.388672
	Iteration 39Q: 3 clusters Score -3142650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3142655.000000 Penalty: 4997.388672
	Iteration 40F: 3 clusters Score -3142655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3142653.500000 Penalty: 4997.388672
	Iteration 41Q: 3 clusters Score -3142654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3142661.750000 Penalty: 4997.388672
	Iteration 42Q: 3 clusters Score -3142662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3142670.500000 Penalty: 4997.388672
	Iteration 43Q: 3 clusters Score -3142670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3142670.750000 Penalty: 4997.388672
	Iteration 44Q: 3 clusters Score -3142671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3142674.250000 Penalty: 4997.388672
	Iteration 45Q: 3 clusters Score -3142674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3142677.000000 Penalty: 4997.388672
	Iteration 46Q: 3 clusters Score -3142677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3142679.750000 Penalty: 4997.388672
	Iteration 47Q: 3 clusters Score -3142680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3142682.750000 Penalty: 4997.388672
	Iteration 48Q: 3 clusters Score -3142683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3142681.250000 Penalty: 4997.388672
	Iteration 49Q: 3 clusters Score -3142681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3142678.750000 Penalty: 4997.388672
	Iteration 50Q: 3 clusters Score -3142679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3142678.500000 Penalty: 4997.388672
	Iteration 51Q: 3 clusters Score -3142678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3142678.500000 Penalty: 4997.388672
	Iteration 52F: 3 clusters Score -3142678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -39603.722656 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -39603.72 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 190 members 
Entering Unmasked Estep 
Score: -38267.789062 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -38267.79 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -38599.242188 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -38599.24 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38799.464844 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -38799.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38937.937500 Penalty: 2952.808594
	Iteration 3F: 3 clusters Score -38937.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39030.390625 Penalty: 2952.808594
	Iteration 4Q: 3 clusters Score -39030.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39162.566406 Penalty: 2952.808594
	Iteration 5Q: 3 clusters Score -39162.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39410.273438 Penalty: 2952.808594
	Iteration 6F: 3 clusters Score -39410.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -39749.421875 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -39749.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -40044.496094 Penalty: 2952.808594
	Iteration 8F: 3 clusters Score -40044.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -40358.796875 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -40358.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -40501.527344 Penalty: 2952.808594
	Iteration 10Q: 3 clusters Score -40501.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40538.179688 Penalty: 2952.808594
	Iteration 11Q: 3 clusters Score -40538.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -40581.738281 Penalty: 2952.808594
	Iteration 12Q: 3 clusters Score -40581.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40689.777344 Penalty: 2952.808594
	Iteration 13Q: 3 clusters Score -40689.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41008.562500 Penalty: 2952.808594
	Iteration 14Q: 3 clusters Score -41008.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41012.730469 Penalty: 2952.808594
	Iteration 15F: 3 clusters Score -41012.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41051.210938 Penalty: 2952.808594
	Iteration 16Q: 3 clusters Score -41051.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -41100.707031 Penalty: 2952.808594
	Iteration 17Q: 3 clusters Score -41100.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41114.781250 Penalty: 2952.808594
	Iteration 18Q: 3 clusters Score -41114.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41114.781250 Penalty: 2952.808594
	Iteration 19F: 3 clusters Score -41114.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4282 members 
Mstep: Class 3 contains 153530 members 
Mstep: Class 4 contains 67050 members 
Mstep: Class 5 contains 159971 members 
Mstep: Class 6 contains 88760 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7332 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160326 members 
Mstep: Class 11 contains 149758 members 
Mstep: Class 12 contains 23751 members 
Mstep: Class 13 contains 214 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11715 members 
Mstep: Class 18 contains 157941 members 
Mstep: Class 19 contains 150861 members 
Mstep: Class 20 contains 64136 members 
Mstep: Class 21 contains 167906 members 
Mstep: Class 22 contains 5000 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 171 members 
Entering Unmasked Estep 
Score: -180456192.000000 Penalty: 94667.796875
Splitting cluster 13 changes total score from -180457168.000000 to -180456192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Entering Unmasked Estep 
Score: -111967.906250 Penalty: 1700.663452
	Iteration 0F: 2 clusters Score -111967.9 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 471 members 
Entering Unmasked Estep 
Score: -110203.835938 Penalty: 3401.326904
	Iteration 0F: 3 clusters Score -110203.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -110610.679688 Penalty: 3401.326904
	Iteration 1F: 3 clusters Score -110610.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -110801.281250 Penalty: 3401.326904
	Iteration 2F: 3 clusters Score -110801.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -110909.625000 Penalty: 3401.326904
	Iteration 3F: 3 clusters Score -110909.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -110989.812500 Penalty: 3401.326904
	Iteration 4Q: 3 clusters Score -110989.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -111038.679688 Penalty: 3401.326904
	Iteration 5Q: 3 clusters Score -111038.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -111069.367188 Penalty: 3401.326904
	Iteration 6Q: 3 clusters Score -111069.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -111093.492188 Penalty: 3401.326904
	Iteration 7Q: 3 clusters Score -111093.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -111138.851562 Penalty: 3401.326904
	Iteration 8Q: 3 clusters Score -111138.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -111198.109375 Penalty: 3401.326904
	Iteration 9Q: 3 clusters Score -111198.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -111240.437500 Penalty: 3401.326904
	Iteration 10Q: 3 clusters Score -111240.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -111257.632812 Penalty: 3401.326904
	Iteration 11Q: 3 clusters Score -111257.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -111286.523438 Penalty: 3401.326904
	Iteration 12Q: 3 clusters Score -111286.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -111302.304688 Penalty: 3401.326904
	Iteration 13Q: 3 clusters Score -111302.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -111310.164062 Penalty: 3401.326904
	Iteration 14Q: 3 clusters Score -111310.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -111315.812500 Penalty: 3401.326904
	Iteration 15Q: 3 clusters Score -111315.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -111321.257812 Penalty: 3401.326904
	Iteration 16Q: 3 clusters Score -111321.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -111321.257812 Penalty: 3401.326904
	Iteration 17F: 3 clusters Score -111321.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -10533.827148 Penalty: 1115.952759
	Iteration 0F: 2 clusters Score -10533.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -9756.832031 Penalty: 2231.905518
	Iteration 0F: 3 clusters Score -9756.832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (82 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Entering Unmasked Estep 
Score: -8936.987305 Penalty: 1092.866333
	Iteration 0F: 2 clusters Score -8936.987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 39 members 
Entering Unmasked Estep 
Score: -8203.583984 Penalty: 2185.732666
	Iteration 0F: 3 clusters Score -8203.584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Entering Unmasked Estep 
Score: -1564210.000000 Penalty: 2323.419189
	Iteration 0F: 2 clusters Score -1564210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1555460.750000 Penalty: 4646.838379
	Iteration 0F: 3 clusters Score -1555461 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1558099.000000 Penalty: 4646.838379
	Iteration 1F: 3 clusters Score -1558099 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1558415.375000 Penalty: 4646.838379
	Iteration 2F: 3 clusters Score -1558415 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1558651.750000 Penalty: 4646.838379
	Iteration 3Q: 3 clusters Score -1558652 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1558886.000000 Penalty: 4646.838379
	Iteration 4Q: 3 clusters Score -1558886 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1559107.125000 Penalty: 4646.838379
	Iteration 5Q: 3 clusters Score -1559107 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1559327.500000 Penalty: 4646.838379
	Iteration 6Q: 3 clusters Score -1559328 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1559534.375000 Penalty: 4646.838379
	Iteration 7Q: 3 clusters Score -1559534 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1559734.875000 Penalty: 4646.838379
	Iteration 8Q: 3 clusters Score -1559735 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1559927.625000 Penalty: 4646.838379
	Iteration 9Q: 3 clusters Score -1559928 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1560115.125000 Penalty: 4646.838379
	Iteration 10Q: 3 clusters Score -1560115 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1560318.375000 Penalty: 4646.838379
	Iteration 11Q: 3 clusters Score -1560318 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1560501.500000 Penalty: 4646.838379
	Iteration 12Q: 3 clusters Score -1560502 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1560675.250000 Penalty: 4646.838379
	Iteration 13Q: 3 clusters Score -1560675 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1560853.500000 Penalty: 4646.838379
	Iteration 14Q: 3 clusters Score -1560854 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1561036.875000 Penalty: 4646.838379
	Iteration 15Q: 3 clusters Score -1561037 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1561182.375000 Penalty: 4646.838379
	Iteration 16Q: 3 clusters Score -1561182 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1561299.750000 Penalty: 4646.838379
	Iteration 17Q: 3 clusters Score -1561300 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1561404.125000 Penalty: 4646.838379
	Iteration 18Q: 3 clusters Score -1561404 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1561523.250000 Penalty: 4646.838379
	Iteration 19Q: 3 clusters Score -1561523 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1561645.125000 Penalty: 4646.838379
	Iteration 20F: 3 clusters Score -1561645 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1561745.375000 Penalty: 4646.838379
	Iteration 21Q: 3 clusters Score -1561745 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1561836.500000 Penalty: 4646.838379
	Iteration 22Q: 3 clusters Score -1561836 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1561916.125000 Penalty: 4646.838379
	Iteration 23Q: 3 clusters Score -1561916 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1561981.500000 Penalty: 4646.838379
	Iteration 24Q: 3 clusters Score -1561982 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1562043.250000 Penalty: 4646.838379
	Iteration 25Q: 3 clusters Score -1562043 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1562091.625000 Penalty: 4646.838379
	Iteration 26Q: 3 clusters Score -1562092 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1562135.875000 Penalty: 4646.838379
	Iteration 27Q: 3 clusters Score -1562136 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1562166.250000 Penalty: 4646.838379
	Iteration 28Q: 3 clusters Score -1562166 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1562203.500000 Penalty: 4646.838379
	Iteration 29Q: 3 clusters Score -1562204 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1562241.250000 Penalty: 4646.838379
	Iteration 30Q: 3 clusters Score -1562241 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1562283.000000 Penalty: 4646.838379
	Iteration 31Q: 3 clusters Score -1562283 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1562311.000000 Penalty: 4646.838379
	Iteration 32Q: 3 clusters Score -1562311 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1562345.500000 Penalty: 4646.838379
	Iteration 33Q: 3 clusters Score -1562346 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1562367.625000 Penalty: 4646.838379
	Iteration 34Q: 3 clusters Score -1562368 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1562394.750000 Penalty: 4646.838379
	Iteration 35Q: 3 clusters Score -1562395 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1562411.750000 Penalty: 4646.838379
	Iteration 36Q: 3 clusters Score -1562412 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1562425.375000 Penalty: 4646.838379
	Iteration 37Q: 3 clusters Score -1562425 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1562444.500000 Penalty: 4646.838379
	Iteration 38Q: 3 clusters Score -1562444 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1562463.750000 Penalty: 4646.838379
	Iteration 39Q: 3 clusters Score -1562464 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1562472.750000 Penalty: 4646.838379
	Iteration 40F: 3 clusters Score -1562473 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1562480.500000 Penalty: 4646.838379
	Iteration 41Q: 3 clusters Score -1562480 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1562494.750000 Penalty: 4646.838379
	Iteration 42Q: 3 clusters Score -1562495 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1562501.375000 Penalty: 4646.838379
	Iteration 43Q: 3 clusters Score -1562501 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1562507.500000 Penalty: 4646.838379
	Iteration 44Q: 3 clusters Score -1562508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1562521.250000 Penalty: 4646.838379
	Iteration 45Q: 3 clusters Score -1562521 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1562522.375000 Penalty: 4646.838379
	Iteration 46Q: 3 clusters Score -1562522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1562525.875000 Penalty: 4646.838379
	Iteration 47Q: 3 clusters Score -1562526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1562527.250000 Penalty: 4646.838379
	Iteration 48Q: 3 clusters Score -1562527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1562531.125000 Penalty: 4646.838379
	Iteration 49Q: 3 clusters Score -1562531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1562531.000000 Penalty: 4646.838379
	Iteration 50Q: 3 clusters Score -1562531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1562540.750000 Penalty: 4646.838379
	Iteration 51Q: 3 clusters Score -1562541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1562537.750000 Penalty: 4646.838379
	Iteration 52Q: 3 clusters Score -1562538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1562543.250000 Penalty: 4646.838379
	Iteration 53Q: 3 clusters Score -1562543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1562545.625000 Penalty: 4646.838379
	Iteration 54Q: 3 clusters Score -1562546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1562550.375000 Penalty: 4646.838379
	Iteration 55Q: 3 clusters Score -1562550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1562550.750000 Penalty: 4646.838379
	Iteration 56Q: 3 clusters Score -1562551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1562548.000000 Penalty: 4646.838379
	Iteration 57Q: 3 clusters Score -1562548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1562553.500000 Penalty: 4646.838379
	Iteration 58Q: 3 clusters Score -1562554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1562548.250000 Penalty: 4646.838379
	Iteration 59Q: 3 clusters Score -1562548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1562550.000000 Penalty: 4646.838379
	Iteration 60F: 3 clusters Score -1562550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1562553.875000 Penalty: 4646.838379
	Iteration 61Q: 3 clusters Score -1562554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1562554.000000 Penalty: 4646.838379
	Iteration 62Q: 3 clusters Score -1562554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1562553.750000 Penalty: 4646.838379
	Iteration 63Q: 3 clusters Score -1562554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1562554.750000 Penalty: 4646.838379
	Iteration 64Q: 3 clusters Score -1562555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1562555.625000 Penalty: 4646.838379
	Iteration 65Q: 3 clusters Score -1562556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1562554.250000 Penalty: 4646.838379
	Iteration 66Q: 3 clusters Score -1562554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1562558.625000 Penalty: 4646.838379
	Iteration 67Q: 3 clusters Score -1562559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1562558.625000 Penalty: 4646.838379
	Iteration 68F: 3 clusters Score -1562559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (157941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157941 members 
Entering Unmasked Estep 
Score: -21000172.000000 Penalty: 2968.554199
	Iteration 0F: 2 clusters Score -2.100017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78624 members 
Mstep: Class 2 contains 79317 members 
Entering Unmasked Estep 
Score: -20896604.000000 Penalty: 5937.108398
	Iteration 0F: 3 clusters Score -2.08966e+07 nChanged 75641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 83014 members 
Entering Unmasked Estep 
Score: -20940366.000000 Penalty: 5937.108398
	Iteration 1F: 3 clusters Score -2.094037e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72444 members 
Mstep: Class 2 contains 85497 members 
Entering Unmasked Estep 
Score: -20941368.000000 Penalty: 5937.108398
	Iteration 2Q: 3 clusters Score -2.094137e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68550 members 
Mstep: Class 2 contains 89391 members 
Entering Unmasked Estep 
Score: -20942782.000000 Penalty: 5937.108398
	Iteration 3Q: 3 clusters Score -2.094278e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62627 members 
Mstep: Class 2 contains 95314 members 
Entering Unmasked Estep 
Score: -20945414.000000 Penalty: 5937.108398
	Iteration 4Q: 3 clusters Score -2.094541e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53772 members 
Mstep: Class 2 contains 104169 members 
Entering Unmasked Estep 
Score: -20950512.000000 Penalty: 5937.108398
	Iteration 5F: 3 clusters Score -2.095051e+07 nChanged 12241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 116340 members 
Entering Unmasked Estep 
Score: -20959426.000000 Penalty: 5937.108398
	Iteration 6F: 3 clusters Score -2.095943e+07 nChanged 14510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 130830 members 
Entering Unmasked Estep 
Score: -20972212.000000 Penalty: 5937.108398
	Iteration 7F: 3 clusters Score -2.097221e+07 nChanged 12980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 143798 members 
Entering Unmasked Estep 
Score: -20984660.000000 Penalty: 5937.108398
	Iteration 8F: 3 clusters Score -2.098466e+07 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 152128 members 
Entering Unmasked Estep 
Score: -20992848.000000 Penalty: 5937.108398
	Iteration 9F: 3 clusters Score -2.099285e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 155962 members 
Entering Unmasked Estep 
Score: -20996146.000000 Penalty: 5937.108398
	Iteration 10Q: 3 clusters Score -2.099615e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 157226 members 
Entering Unmasked Estep 
Score: -20997088.000000 Penalty: 5937.108398
	Iteration 11Q: 3 clusters Score -2.099709e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 157549 members 
Entering Unmasked Estep 
Score: -20997334.000000 Penalty: 5937.108398
	Iteration 12Q: 3 clusters Score -2.099733e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 157646 members 
Entering Unmasked Estep 
Score: -20997456.000000 Penalty: 5937.108398
	Iteration 13Q: 3 clusters Score -2.099746e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 157681 members 
Entering Unmasked Estep 
Score: -20997520.000000 Penalty: 5937.108398
	Iteration 14Q: 3 clusters Score -2.099752e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 157699 members 
Entering Unmasked Estep 
Score: -20997570.000000 Penalty: 5937.108398
	Iteration 15Q: 3 clusters Score -2.099757e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 157704 members 
Entering Unmasked Estep 
Score: -20997576.000000 Penalty: 5937.108398
	Iteration 16Q: 3 clusters Score -2.099758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 157709 members 
Entering Unmasked Estep 
Score: -20997600.000000 Penalty: 5937.108398
	Iteration 17Q: 3 clusters Score -2.09976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 157711 members 
Entering Unmasked Estep 
Score: -20997600.000000 Penalty: 5937.108398
	Iteration 18Q: 3 clusters Score -2.09976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 157713 members 
Entering Unmasked Estep 
Score: -20997610.000000 Penalty: 5937.108398
	Iteration 19Q: 3 clusters Score -2.099761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 157715 members 
Entering Unmasked Estep 
Score: -20997612.000000 Penalty: 5937.108398
	Iteration 20F: 3 clusters Score -2.099761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 157715 members 
Entering Unmasked Estep 
Score: -20997608.000000 Penalty: 5937.108398
	Iteration 21Q: 3 clusters Score -2.099761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 157714 members 
Entering Unmasked Estep 
Score: -20997612.000000 Penalty: 5937.108398
	Iteration 22Q: 3 clusters Score -2.099761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 157715 members 
Entering Unmasked Estep 
Score: -20997602.000000 Penalty: 5937.108398
	Iteration 23Q: 3 clusters Score -2.09976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 157713 members 
Entering Unmasked Estep 
Score: -20997618.000000 Penalty: 5937.108398
	Iteration 24Q: 3 clusters Score -2.099762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 157714 members 
Entering Unmasked Estep 
Score: -20997620.000000 Penalty: 5937.108398
	Iteration 25Q: 3 clusters Score -2.099762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 157715 members 
Entering Unmasked Estep 
Score: -20997618.000000 Penalty: 5937.108398
	Iteration 26Q: 3 clusters Score -2.099762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 157716 members 
Entering Unmasked Estep 
Score: -20997624.000000 Penalty: 5937.108398
	Iteration 27Q: 3 clusters Score -2.099762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 157718 members 
Entering Unmasked Estep 
Score: -20997626.000000 Penalty: 5937.108398
	Iteration 28Q: 3 clusters Score -2.099763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 157719 members 
Entering Unmasked Estep 
Score: -20997622.000000 Penalty: 5937.108398
	Iteration 29Q: 3 clusters Score -2.099762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 157720 members 
Entering Unmasked Estep 
Score: -20997628.000000 Penalty: 5937.108398
	Iteration 30Q: 3 clusters Score -2.099763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 157720 members 
Entering Unmasked Estep 
Score: -20997628.000000 Penalty: 5937.108398
	Iteration 31F: 3 clusters Score -2.099763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (150861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150861 members 
Entering Unmasked Estep 
Score: -20145230.000000 Penalty: 2957.180420
	Iteration 0F: 2 clusters Score -2.014523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75597 members 
Mstep: Class 2 contains 75264 members 
Entering Unmasked Estep 
Score: -20044136.000000 Penalty: 5914.360840
	Iteration 0F: 3 clusters Score -2.004414e+07 nChanged 72010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77443 members 
Mstep: Class 2 contains 73418 members 
Entering Unmasked Estep 
Score: -20085640.000000 Penalty: 5914.360840
	Iteration 1F: 3 clusters Score -2.008564e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78294 members 
Mstep: Class 2 contains 72567 members 
Entering Unmasked Estep 
Score: -20086532.000000 Penalty: 5914.360840
	Iteration 2Q: 3 clusters Score -2.008653e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79751 members 
Mstep: Class 2 contains 71110 members 
Entering Unmasked Estep 
Score: -20087310.000000 Penalty: 5914.360840
	Iteration 3Q: 3 clusters Score -2.008731e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81839 members 
Mstep: Class 2 contains 69022 members 
Entering Unmasked Estep 
Score: -20088282.000000 Penalty: 5914.360840
	Iteration 4Q: 3 clusters Score -2.008828e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85024 members 
Mstep: Class 2 contains 65837 members 
Entering Unmasked Estep 
Score: -20089750.000000 Penalty: 5914.360840
	Iteration 5Q: 3 clusters Score -2.008975e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89803 members 
Mstep: Class 2 contains 61058 members 
Entering Unmasked Estep 
Score: -20092286.000000 Penalty: 5914.360840
	Iteration 6Q: 3 clusters Score -2.009229e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96725 members 
Mstep: Class 2 contains 54136 members 
Entering Unmasked Estep 
Score: -20097140.000000 Penalty: 5914.360840
	Iteration 7Q: 3 clusters Score -2.009714e+07 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106199 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -20105122.000000 Penalty: 5914.360840
	Iteration 8F: 3 clusters Score -2.010512e+07 nChanged 10860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116815 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -20115196.000000 Penalty: 5914.360840
	Iteration 9F: 3 clusters Score -2.01152e+07 nChanged 9956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126563 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -20124716.000000 Penalty: 5914.360840
	Iteration 10F: 3 clusters Score -2.012472e+07 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133847 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -20130968.000000 Penalty: 5914.360840
	Iteration 11Q: 3 clusters Score -2.013097e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138986 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -20135244.000000 Penalty: 5914.360840
	Iteration 12Q: 3 clusters Score -2.013524e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142559 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -20137978.000000 Penalty: 5914.360840
	Iteration 13Q: 3 clusters Score -2.013798e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145088 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -20139750.000000 Penalty: 5914.360840
	Iteration 14Q: 3 clusters Score -2.013975e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146722 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -20140838.000000 Penalty: 5914.360840
	Iteration 15Q: 3 clusters Score -2.014084e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147746 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -20141500.000000 Penalty: 5914.360840
	Iteration 16Q: 3 clusters Score -2.01415e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148415 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -20141950.000000 Penalty: 5914.360840
	Iteration 17Q: 3 clusters Score -2.014195e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148816 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -20142194.000000 Penalty: 5914.360840
	Iteration 18Q: 3 clusters Score -2.014219e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149067 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -20142368.000000 Penalty: 5914.360840
	Iteration 19Q: 3 clusters Score -2.014237e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149223 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -20142444.000000 Penalty: 5914.360840
	Iteration 20F: 3 clusters Score -2.014244e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149331 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -20142522.000000 Penalty: 5914.360840
	Iteration 21Q: 3 clusters Score -2.014252e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149423 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -20142586.000000 Penalty: 5914.360840
	Iteration 22Q: 3 clusters Score -2.014259e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149495 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -20142636.000000 Penalty: 5914.360840
	Iteration 23Q: 3 clusters Score -2.014264e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149547 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -20142648.000000 Penalty: 5914.360840
	Iteration 24Q: 3 clusters Score -2.014265e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149586 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -20142656.000000 Penalty: 5914.360840
	Iteration 25Q: 3 clusters Score -2.014266e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149603 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -20142670.000000 Penalty: 5914.360840
	Iteration 26Q: 3 clusters Score -2.014267e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149623 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -20142708.000000 Penalty: 5914.360840
	Iteration 27Q: 3 clusters Score -2.014271e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149653 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -20142728.000000 Penalty: 5914.360840
	Iteration 28Q: 3 clusters Score -2.014273e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149691 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -20142758.000000 Penalty: 5914.360840
	Iteration 29Q: 3 clusters Score -2.014276e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149717 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -20142774.000000 Penalty: 5914.360840
	Iteration 30Q: 3 clusters Score -2.014277e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149748 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -20142808.000000 Penalty: 5914.360840
	Iteration 31Q: 3 clusters Score -2.014281e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149760 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -20142804.000000 Penalty: 5914.360840
	Iteration 32Q: 3 clusters Score -2.01428e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149776 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -20142818.000000 Penalty: 5914.360840
	Iteration 33Q: 3 clusters Score -2.014282e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149790 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -20142844.000000 Penalty: 5914.360840
	Iteration 34Q: 3 clusters Score -2.014284e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149811 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -20142846.000000 Penalty: 5914.360840
	Iteration 35Q: 3 clusters Score -2.014285e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149819 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -20142838.000000 Penalty: 5914.360840
	Iteration 36Q: 3 clusters Score -2.014284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149828 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -20142842.000000 Penalty: 5914.360840
	Iteration 37Q: 3 clusters Score -2.014284e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149840 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -20142834.000000 Penalty: 5914.360840
	Iteration 38Q: 3 clusters Score -2.014283e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149851 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -20142866.000000 Penalty: 5914.360840
	Iteration 39Q: 3 clusters Score -2.014287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149858 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -20142886.000000 Penalty: 5914.360840
	Iteration 40F: 3 clusters Score -2.014289e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149865 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -20142886.000000 Penalty: 5914.360840
	Iteration 41Q: 3 clusters Score -2.014289e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149871 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -20142866.000000 Penalty: 5914.360840
	Iteration 42Q: 3 clusters Score -2.014287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149871 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -20142882.000000 Penalty: 5914.360840
	Iteration 43Q: 3 clusters Score -2.014288e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149876 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -20142886.000000 Penalty: 5914.360840
	Iteration 44Q: 3 clusters Score -2.014289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149883 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -20142886.000000 Penalty: 5914.360840
	Iteration 45Q: 3 clusters Score -2.014289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149886 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -20142900.000000 Penalty: 5914.360840
	Iteration 46Q: 3 clusters Score -2.01429e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149890 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -20142904.000000 Penalty: 5914.360840
	Iteration 47Q: 3 clusters Score -2.01429e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149901 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -20142910.000000 Penalty: 5914.360840
	Iteration 48Q: 3 clusters Score -2.014291e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149912 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -20142920.000000 Penalty: 5914.360840
	Iteration 49Q: 3 clusters Score -2.014292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149920 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -20142934.000000 Penalty: 5914.360840
	Iteration 50Q: 3 clusters Score -2.014293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149925 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -20142938.000000 Penalty: 5914.360840
	Iteration 51Q: 3 clusters Score -2.014294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149928 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -20142928.000000 Penalty: 5914.360840
	Iteration 52Q: 3 clusters Score -2.014293e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149929 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -20142930.000000 Penalty: 5914.360840
	Iteration 53Q: 3 clusters Score -2.014293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149935 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -20142938.000000 Penalty: 5914.360840
	Iteration 54Q: 3 clusters Score -2.014294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149934 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -20142924.000000 Penalty: 5914.360840
	Iteration 55Q: 3 clusters Score -2.014292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149935 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -20142932.000000 Penalty: 5914.360840
	Iteration 56Q: 3 clusters Score -2.014293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149935 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -20142932.000000 Penalty: 5914.360840
	Iteration 57F: 3 clusters Score -2.014293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (64136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64136 members 
Entering Unmasked Estep 
Score: -8885541.000000 Penalty: 2745.052734
	Iteration 0F: 2 clusters Score -8885541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -8842314.000000 Penalty: 5490.105469
	Iteration 0F: 3 clusters Score -8842314 nChanged 29897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -8859302.000000 Penalty: 5490.105469
	Iteration 1F: 3 clusters Score -8859302 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -8859813.000000 Penalty: 5490.105469
	Iteration 2Q: 3 clusters Score -8859813 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -8860287.000000 Penalty: 5490.105469
	Iteration 3Q: 3 clusters Score -8860287 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -8860748.000000 Penalty: 5490.105469
	Iteration 4Q: 3 clusters Score -8860748 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -8861167.000000 Penalty: 5490.105469
	Iteration 5Q: 3 clusters Score -8861167 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -8861691.000000 Penalty: 5490.105469
	Iteration 6Q: 3 clusters Score -8861691 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -8862335.000000 Penalty: 5490.105469
	Iteration 7Q: 3 clusters Score -8862335 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -8863307.000000 Penalty: 5490.105469
	Iteration 8Q: 3 clusters Score -8863307 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -8864691.000000 Penalty: 5490.105469
	Iteration 9Q: 3 clusters Score -8864691 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -8866804.000000 Penalty: 5490.105469
	Iteration 10Q: 3 clusters Score -8866804 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -8869546.000000 Penalty: 5490.105469
	Iteration 11F: 3 clusters Score -8869546 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -8872322.000000 Penalty: 5490.105469
	Iteration 12F: 3 clusters Score -8872322 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -8874566.000000 Penalty: 5490.105469
	Iteration 13Q: 3 clusters Score -8874566 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50501 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -8875846.000000 Penalty: 5490.105469
	Iteration 14Q: 3 clusters Score -8875846 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -8876642.000000 Penalty: 5490.105469
	Iteration 15Q: 3 clusters Score -8876642 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -8877225.000000 Penalty: 5490.105469
	Iteration 16Q: 3 clusters Score -8877225 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -8877716.000000 Penalty: 5490.105469
	Iteration 17Q: 3 clusters Score -8877716 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -8878230.000000 Penalty: 5490.105469
	Iteration 18Q: 3 clusters Score -8878230 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55860 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -8878698.000000 Penalty: 5490.105469
	Iteration 19Q: 3 clusters Score -8878698 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -8879133.000000 Penalty: 5490.105469
	Iteration 20F: 3 clusters Score -8879133 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -8879651.000000 Penalty: 5490.105469
	Iteration 21Q: 3 clusters Score -8879651 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58548 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -8880105.000000 Penalty: 5490.105469
	Iteration 22Q: 3 clusters Score -8880105 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -8880522.000000 Penalty: 5490.105469
	Iteration 23Q: 3 clusters Score -8880522 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60040 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -8880966.000000 Penalty: 5490.105469
	Iteration 24Q: 3 clusters Score -8880966 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60679 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -8881363.000000 Penalty: 5490.105469
	Iteration 25Q: 3 clusters Score -8881363 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61213 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -8881621.000000 Penalty: 5490.105469
	Iteration 26Q: 3 clusters Score -8881621 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61704 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -8881928.000000 Penalty: 5490.105469
	Iteration 27Q: 3 clusters Score -8881928 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62088 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -8882168.000000 Penalty: 5490.105469
	Iteration 28Q: 3 clusters Score -8882168 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62406 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -8882369.000000 Penalty: 5490.105469
	Iteration 29Q: 3 clusters Score -8882369 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62671 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -8882510.000000 Penalty: 5490.105469
	Iteration 30Q: 3 clusters Score -8882510 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62897 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8882660.000000 Penalty: 5490.105469
	Iteration 31Q: 3 clusters Score -8882660 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63056 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -8882766.000000 Penalty: 5490.105469
	Iteration 32Q: 3 clusters Score -8882766 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63164 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8882834.000000 Penalty: 5490.105469
	Iteration 33Q: 3 clusters Score -8882834 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63251 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8882880.000000 Penalty: 5490.105469
	Iteration 34Q: 3 clusters Score -8882880 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8882934.000000 Penalty: 5490.105469
	Iteration 35Q: 3 clusters Score -8882934 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8882969.000000 Penalty: 5490.105469
	Iteration 36Q: 3 clusters Score -8882969 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63404 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8882993.000000 Penalty: 5490.105469
	Iteration 37Q: 3 clusters Score -8882993 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63449 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8883033.000000 Penalty: 5490.105469
	Iteration 38Q: 3 clusters Score -8883033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63480 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8883065.000000 Penalty: 5490.105469
	Iteration 39Q: 3 clusters Score -8883065 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63507 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8883087.000000 Penalty: 5490.105469
	Iteration 40F: 3 clusters Score -8883087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63526 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8883103.000000 Penalty: 5490.105469
	Iteration 41Q: 3 clusters Score -8883103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63537 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8883107.000000 Penalty: 5490.105469
	Iteration 42Q: 3 clusters Score -8883107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63545 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8883118.000000 Penalty: 5490.105469
	Iteration 43Q: 3 clusters Score -8883118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63556 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8883130.000000 Penalty: 5490.105469
	Iteration 44Q: 3 clusters Score -8883130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63566 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8883141.000000 Penalty: 5490.105469
	Iteration 45Q: 3 clusters Score -8883141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8883142.000000 Penalty: 5490.105469
	Iteration 46Q: 3 clusters Score -8883142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63588 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8883155.000000 Penalty: 5490.105469
	Iteration 47Q: 3 clusters Score -8883155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63599 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8883158.000000 Penalty: 5490.105469
	Iteration 48Q: 3 clusters Score -8883158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63605 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8883171.000000 Penalty: 5490.105469
	Iteration 49Q: 3 clusters Score -8883171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63609 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8883177.000000 Penalty: 5490.105469
	Iteration 50Q: 3 clusters Score -8883177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63614 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8883178.000000 Penalty: 5490.105469
	Iteration 51Q: 3 clusters Score -8883178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63618 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8883181.000000 Penalty: 5490.105469
	Iteration 52Q: 3 clusters Score -8883181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63622 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8883190.000000 Penalty: 5490.105469
	Iteration 53Q: 3 clusters Score -8883190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63622 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8883192.000000 Penalty: 5490.105469
	Iteration 54Q: 3 clusters Score -8883192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8883194.000000 Penalty: 5490.105469
	Iteration 55Q: 3 clusters Score -8883194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8883198.000000 Penalty: 5490.105469
	Iteration 56Q: 3 clusters Score -8883198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63631 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8883198.000000 Penalty: 5490.105469
	Iteration 57Q: 3 clusters Score -8883198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63631 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8883198.000000 Penalty: 5490.105469
	Iteration 58F: 3 clusters Score -8883198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (167906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167906 members 
Entering Unmasked Estep 
Score: -22717312.000000 Penalty: 2983.727539
	Iteration 0F: 2 clusters Score -2.271731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83876 members 
Mstep: Class 2 contains 84030 members 
Entering Unmasked Estep 
Score: -22609864.000000 Penalty: 5967.455078
	Iteration 0F: 3 clusters Score -2.260986e+07 nChanged 79954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83336 members 
Mstep: Class 2 contains 84570 members 
Entering Unmasked Estep 
Score: -22656028.000000 Penalty: 5967.455078
	Iteration 1F: 3 clusters Score -2.265603e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83548 members 
Mstep: Class 2 contains 84358 members 
Entering Unmasked Estep 
Score: -22656792.000000 Penalty: 5967.455078
	Iteration 2Q: 3 clusters Score -2.265679e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83947 members 
Mstep: Class 2 contains 83959 members 
Entering Unmasked Estep 
Score: -22657778.000000 Penalty: 5967.455078
	Iteration 3Q: 3 clusters Score -2.265778e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84481 members 
Mstep: Class 2 contains 83425 members 
Entering Unmasked Estep 
Score: -22658876.000000 Penalty: 5967.455078
	Iteration 4Q: 3 clusters Score -2.265888e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85191 members 
Mstep: Class 2 contains 82715 members 
Entering Unmasked Estep 
Score: -22660040.000000 Penalty: 5967.455078
	Iteration 5Q: 3 clusters Score -2.266004e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86042 members 
Mstep: Class 2 contains 81864 members 
Entering Unmasked Estep 
Score: -22661546.000000 Penalty: 5967.455078
	Iteration 6Q: 3 clusters Score -2.266155e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87186 members 
Mstep: Class 2 contains 80720 members 
Entering Unmasked Estep 
Score: -22663500.000000 Penalty: 5967.455078
	Iteration 7Q: 3 clusters Score -2.26635e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88542 members 
Mstep: Class 2 contains 79364 members 
Entering Unmasked Estep 
Score: -22666004.000000 Penalty: 5967.455078
	Iteration 8Q: 3 clusters Score -2.2666e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90156 members 
Mstep: Class 2 contains 77750 members 
Entering Unmasked Estep 
Score: -22668850.000000 Penalty: 5967.455078
	Iteration 9Q: 3 clusters Score -2.266885e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91906 members 
Mstep: Class 2 contains 76000 members 
Entering Unmasked Estep 
Score: -22671950.000000 Penalty: 5967.455078
	Iteration 10Q: 3 clusters Score -2.267195e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93582 members 
Mstep: Class 2 contains 74324 members 
Entering Unmasked Estep 
Score: -22675954.000000 Penalty: 5967.455078
	Iteration 11Q: 3 clusters Score -2.267595e+07 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95156 members 
Mstep: Class 2 contains 72750 members 
Entering Unmasked Estep 
Score: -22681110.000000 Penalty: 5967.455078
	Iteration 12Q: 3 clusters Score -2.268111e+07 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96437 members 
Mstep: Class 2 contains 71469 members 
Entering Unmasked Estep 
Score: -22686742.000000 Penalty: 5967.455078
	Iteration 13Q: 3 clusters Score -2.268674e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97552 members 
Mstep: Class 2 contains 70354 members 
Entering Unmasked Estep 
Score: -22691522.000000 Penalty: 5967.455078
	Iteration 14Q: 3 clusters Score -2.269152e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98641 members 
Mstep: Class 2 contains 69265 members 
Entering Unmasked Estep 
Score: -22694078.000000 Penalty: 5967.455078
	Iteration 15Q: 3 clusters Score -2.269408e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99721 members 
Mstep: Class 2 contains 68185 members 
Entering Unmasked Estep 
Score: -22695570.000000 Penalty: 5967.455078
	Iteration 16Q: 3 clusters Score -2.269557e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100707 members 
Mstep: Class 2 contains 67199 members 
Entering Unmasked Estep 
Score: -22696874.000000 Penalty: 5967.455078
	Iteration 17Q: 3 clusters Score -2.269687e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101601 members 
Mstep: Class 2 contains 66305 members 
Entering Unmasked Estep 
Score: -22698054.000000 Penalty: 5967.455078
	Iteration 18Q: 3 clusters Score -2.269805e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102362 members 
Mstep: Class 2 contains 65544 members 
Entering Unmasked Estep 
Score: -22699490.000000 Penalty: 5967.455078
	Iteration 19Q: 3 clusters Score -2.269949e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103025 members 
Mstep: Class 2 contains 64881 members 
Entering Unmasked Estep 
Score: -22700786.000000 Penalty: 5967.455078
	Iteration 20F: 3 clusters Score -2.270079e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103599 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -22702058.000000 Penalty: 5967.455078
	Iteration 21Q: 3 clusters Score -2.270206e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104100 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -22703184.000000 Penalty: 5967.455078
	Iteration 22Q: 3 clusters Score -2.270318e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104531 members 
Mstep: Class 2 contains 63375 members 
Entering Unmasked Estep 
Score: -22704316.000000 Penalty: 5967.455078
	Iteration 23Q: 3 clusters Score -2.270432e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104844 members 
Mstep: Class 2 contains 63062 members 
Entering Unmasked Estep 
Score: -22705158.000000 Penalty: 5967.455078
	Iteration 24Q: 3 clusters Score -2.270516e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105171 members 
Mstep: Class 2 contains 62735 members 
Entering Unmasked Estep 
Score: -22705856.000000 Penalty: 5967.455078
	Iteration 25Q: 3 clusters Score -2.270586e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105517 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -22706388.000000 Penalty: 5967.455078
	Iteration 26Q: 3 clusters Score -2.270639e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105864 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -22706734.000000 Penalty: 5967.455078
	Iteration 27Q: 3 clusters Score -2.270673e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106255 members 
Mstep: Class 2 contains 61651 members 
Entering Unmasked Estep 
Score: -22706946.000000 Penalty: 5967.455078
	Iteration 28Q: 3 clusters Score -2.270695e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106574 members 
Mstep: Class 2 contains 61332 members 
Entering Unmasked Estep 
Score: -22707194.000000 Penalty: 5967.455078
	Iteration 29Q: 3 clusters Score -2.270719e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106909 members 
Mstep: Class 2 contains 60997 members 
Entering Unmasked Estep 
Score: -22707388.000000 Penalty: 5967.455078
	Iteration 30Q: 3 clusters Score -2.270739e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107263 members 
Mstep: Class 2 contains 60643 members 
Entering Unmasked Estep 
Score: -22707462.000000 Penalty: 5967.455078
	Iteration 31Q: 3 clusters Score -2.270746e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107592 members 
Mstep: Class 2 contains 60314 members 
Entering Unmasked Estep 
Score: -22707606.000000 Penalty: 5967.455078
	Iteration 32Q: 3 clusters Score -2.270761e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107905 members 
Mstep: Class 2 contains 60001 members 
Entering Unmasked Estep 
Score: -22707612.000000 Penalty: 5967.455078
	Iteration 33Q: 3 clusters Score -2.270761e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108275 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -22707702.000000 Penalty: 5967.455078
	Iteration 34Q: 3 clusters Score -2.27077e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108624 members 
Mstep: Class 2 contains 59282 members 
Entering Unmasked Estep 
Score: -22707722.000000 Penalty: 5967.455078
	Iteration 35Q: 3 clusters Score -2.270772e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109009 members 
Mstep: Class 2 contains 58897 members 
Entering Unmasked Estep 
Score: -22707736.000000 Penalty: 5967.455078
	Iteration 36Q: 3 clusters Score -2.270774e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109356 members 
Mstep: Class 2 contains 58550 members 
Entering Unmasked Estep 
Score: -22707680.000000 Penalty: 5967.455078
	Iteration 37Q: 3 clusters Score -2.270768e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109715 members 
Mstep: Class 2 contains 58191 members 
Entering Unmasked Estep 
Score: -22707762.000000 Penalty: 5967.455078
	Iteration 38Q: 3 clusters Score -2.270776e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110095 members 
Mstep: Class 2 contains 57811 members 
Entering Unmasked Estep 
Score: -22707772.000000 Penalty: 5967.455078
	Iteration 39Q: 3 clusters Score -2.270777e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110447 members 
Mstep: Class 2 contains 57459 members 
Entering Unmasked Estep 
Score: -22707826.000000 Penalty: 5967.455078
	Iteration 40F: 3 clusters Score -2.270783e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110777 members 
Mstep: Class 2 contains 57129 members 
Entering Unmasked Estep 
Score: -22707906.000000 Penalty: 5967.455078
	Iteration 41Q: 3 clusters Score -2.270791e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111191 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -22707926.000000 Penalty: 5967.455078
	Iteration 42Q: 3 clusters Score -2.270793e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111569 members 
Mstep: Class 2 contains 56337 members 
Entering Unmasked Estep 
Score: -22707906.000000 Penalty: 5967.455078
	Iteration 43Q: 3 clusters Score -2.270791e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111893 members 
Mstep: Class 2 contains 56013 members 
Entering Unmasked Estep 
Score: -22707914.000000 Penalty: 5967.455078
	Iteration 44Q: 3 clusters Score -2.270791e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112208 members 
Mstep: Class 2 contains 55698 members 
Entering Unmasked Estep 
Score: -22707966.000000 Penalty: 5967.455078
	Iteration 45Q: 3 clusters Score -2.270797e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112530 members 
Mstep: Class 2 contains 55376 members 
Entering Unmasked Estep 
Score: -22707986.000000 Penalty: 5967.455078
	Iteration 46Q: 3 clusters Score -2.270799e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112876 members 
Mstep: Class 2 contains 55030 members 
Entering Unmasked Estep 
Score: -22708030.000000 Penalty: 5967.455078
	Iteration 47Q: 3 clusters Score -2.270803e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113157 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -22707950.000000 Penalty: 5967.455078
	Iteration 48Q: 3 clusters Score -2.270795e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113456 members 
Mstep: Class 2 contains 54450 members 
Entering Unmasked Estep 
Score: -22707986.000000 Penalty: 5967.455078
	Iteration 49Q: 3 clusters Score -2.270799e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113740 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -22707956.000000 Penalty: 5967.455078
	Iteration 50Q: 3 clusters Score -2.270796e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114047 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -22708008.000000 Penalty: 5967.455078
	Iteration 51Q: 3 clusters Score -2.270801e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114382 members 
Mstep: Class 2 contains 53524 members 
Entering Unmasked Estep 
Score: -22708046.000000 Penalty: 5967.455078
	Iteration 52Q: 3 clusters Score -2.270805e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114700 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -22708072.000000 Penalty: 5967.455078
	Iteration 53Q: 3 clusters Score -2.270807e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115026 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -22708040.000000 Penalty: 5967.455078
	Iteration 54Q: 3 clusters Score -2.270804e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115345 members 
Mstep: Class 2 contains 52561 members 
Entering Unmasked Estep 
Score: -22708070.000000 Penalty: 5967.455078
	Iteration 55Q: 3 clusters Score -2.270807e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115632 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -22708108.000000 Penalty: 5967.455078
	Iteration 56Q: 3 clusters Score -2.270811e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115908 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -22708174.000000 Penalty: 5967.455078
	Iteration 57Q: 3 clusters Score -2.270817e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116228 members 
Mstep: Class 2 contains 51678 members 
Entering Unmasked Estep 
Score: -22708212.000000 Penalty: 5967.455078
	Iteration 58Q: 3 clusters Score -2.270821e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116589 members 
Mstep: Class 2 contains 51317 members 
Entering Unmasked Estep 
Score: -22708260.000000 Penalty: 5967.455078
	Iteration 59Q: 3 clusters Score -2.270826e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116950 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -22708252.000000 Penalty: 5967.455078
	Iteration 60F: 3 clusters Score -2.270825e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117323 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -22708246.000000 Penalty: 5967.455078
	Iteration 61Q: 3 clusters Score -2.270825e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117653 members 
Mstep: Class 2 contains 50253 members 
Entering Unmasked Estep 
Score: -22708268.000000 Penalty: 5967.455078
	Iteration 62Q: 3 clusters Score -2.270827e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118027 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -22708240.000000 Penalty: 5967.455078
	Iteration 63Q: 3 clusters Score -2.270824e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118394 members 
Mstep: Class 2 contains 49512 members 
Entering Unmasked Estep 
Score: -22708284.000000 Penalty: 5967.455078
	Iteration 64Q: 3 clusters Score -2.270828e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118720 members 
Mstep: Class 2 contains 49186 members 
Entering Unmasked Estep 
Score: -22708324.000000 Penalty: 5967.455078
	Iteration 65Q: 3 clusters Score -2.270832e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119015 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -22708420.000000 Penalty: 5967.455078
	Iteration 66Q: 3 clusters Score -2.270842e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119298 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -22708444.000000 Penalty: 5967.455078
	Iteration 67Q: 3 clusters Score -2.270844e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119582 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -22708470.000000 Penalty: 5967.455078
	Iteration 68Q: 3 clusters Score -2.270847e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119832 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -22708458.000000 Penalty: 5967.455078
	Iteration 69Q: 3 clusters Score -2.270846e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120067 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -22708474.000000 Penalty: 5967.455078
	Iteration 70Q: 3 clusters Score -2.270847e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120319 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -22708510.000000 Penalty: 5967.455078
	Iteration 71Q: 3 clusters Score -2.270851e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120566 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -22708470.000000 Penalty: 5967.455078
	Iteration 72Q: 3 clusters Score -2.270847e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120829 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -22708478.000000 Penalty: 5967.455078
	Iteration 73Q: 3 clusters Score -2.270848e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121058 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -22708496.000000 Penalty: 5967.455078
	Iteration 74Q: 3 clusters Score -2.27085e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121320 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -22708494.000000 Penalty: 5967.455078
	Iteration 75Q: 3 clusters Score -2.270849e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121553 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -22708446.000000 Penalty: 5967.455078
	Iteration 76Q: 3 clusters Score -2.270845e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121784 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -22708462.000000 Penalty: 5967.455078
	Iteration 77Q: 3 clusters Score -2.270846e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122008 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -22708468.000000 Penalty: 5967.455078
	Iteration 78Q: 3 clusters Score -2.270847e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122284 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -22708478.000000 Penalty: 5967.455078
	Iteration 79Q: 3 clusters Score -2.270848e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122568 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -22708462.000000 Penalty: 5967.455078
	Iteration 80F: 3 clusters Score -2.270846e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122839 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -22708494.000000 Penalty: 5967.455078
	Iteration 81Q: 3 clusters Score -2.270849e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123097 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -22708520.000000 Penalty: 5967.455078
	Iteration 82Q: 3 clusters Score -2.270852e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123332 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -22708528.000000 Penalty: 5967.455078
	Iteration 83Q: 3 clusters Score -2.270853e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123554 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -22708566.000000 Penalty: 5967.455078
	Iteration 84Q: 3 clusters Score -2.270857e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123771 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.270859e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124009 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -22708586.000000 Penalty: 5967.455078
	Iteration 86Q: 3 clusters Score -2.270859e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124225 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -22708634.000000 Penalty: 5967.455078
	Iteration 87Q: 3 clusters Score -2.270863e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124419 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -22708624.000000 Penalty: 5967.455078
	Iteration 88Q: 3 clusters Score -2.270862e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124629 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -22708610.000000 Penalty: 5967.455078
	Iteration 89Q: 3 clusters Score -2.270861e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124859 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -22708636.000000 Penalty: 5967.455078
	Iteration 90Q: 3 clusters Score -2.270864e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125135 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -22708668.000000 Penalty: 5967.455078
	Iteration 91Q: 3 clusters Score -2.270867e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125407 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -22708696.000000 Penalty: 5967.455078
	Iteration 92Q: 3 clusters Score -2.27087e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125708 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -22708678.000000 Penalty: 5967.455078
	Iteration 93Q: 3 clusters Score -2.270868e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125988 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -22708670.000000 Penalty: 5967.455078
	Iteration 94Q: 3 clusters Score -2.270867e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126278 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -22708708.000000 Penalty: 5967.455078
	Iteration 95Q: 3 clusters Score -2.270871e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126586 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -22708772.000000 Penalty: 5967.455078
	Iteration 96Q: 3 clusters Score -2.270877e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126898 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -22708840.000000 Penalty: 5967.455078
	Iteration 97Q: 3 clusters Score -2.270884e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127238 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -22708878.000000 Penalty: 5967.455078
	Iteration 98Q: 3 clusters Score -2.270888e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127563 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.270894e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127920 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -22708924.000000 Penalty: 5967.455078
	Iteration 100F: 3 clusters Score -2.270892e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128266 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -22708916.000000 Penalty: 5967.455078
	Iteration 101Q: 3 clusters Score -2.270892e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128613 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -22708948.000000 Penalty: 5967.455078
	Iteration 102Q: 3 clusters Score -2.270895e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128993 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -22708920.000000 Penalty: 5967.455078
	Iteration 103Q: 3 clusters Score -2.270892e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129379 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -22708970.000000 Penalty: 5967.455078
	Iteration 104Q: 3 clusters Score -2.270897e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129782 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -22709026.000000 Penalty: 5967.455078
	Iteration 105Q: 3 clusters Score -2.270903e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130177 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -22709018.000000 Penalty: 5967.455078
	Iteration 106Q: 3 clusters Score -2.270902e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130589 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -22709138.000000 Penalty: 5967.455078
	Iteration 107Q: 3 clusters Score -2.270914e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130977 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -22709178.000000 Penalty: 5967.455078
	Iteration 108Q: 3 clusters Score -2.270918e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131409 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -22709238.000000 Penalty: 5967.455078
	Iteration 109Q: 3 clusters Score -2.270924e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131829 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -22709290.000000 Penalty: 5967.455078
	Iteration 110Q: 3 clusters Score -2.270929e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132279 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -22709350.000000 Penalty: 5967.455078
	Iteration 111Q: 3 clusters Score -2.270935e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132704 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -22709364.000000 Penalty: 5967.455078
	Iteration 112Q: 3 clusters Score -2.270936e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133124 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.270938e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133607 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -22709476.000000 Penalty: 5967.455078
	Iteration 114Q: 3 clusters Score -2.270948e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134097 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.270957e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134585 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -22709638.000000 Penalty: 5967.455078
	Iteration 116Q: 3 clusters Score -2.270964e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135123 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.270966e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135714 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -22709774.000000 Penalty: 5967.455078
	Iteration 118Q: 3 clusters Score -2.270977e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136293 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -22709736.000000 Penalty: 5967.455078
	Iteration 119Q: 3 clusters Score -2.270974e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136892 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -22709826.000000 Penalty: 5967.455078
	Iteration 120F: 3 clusters Score -2.270983e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137497 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -22709862.000000 Penalty: 5967.455078
	Iteration 121Q: 3 clusters Score -2.270986e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138177 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -22709952.000000 Penalty: 5967.455078
	Iteration 122Q: 3 clusters Score -2.270995e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138855 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -22710000.000000 Penalty: 5967.455078
	Iteration 123Q: 3 clusters Score -2.271e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139601 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -22710114.000000 Penalty: 5967.455078
	Iteration 124Q: 3 clusters Score -2.271011e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140361 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -22710132.000000 Penalty: 5967.455078
	Iteration 125Q: 3 clusters Score -2.271013e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141247 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -22710338.000000 Penalty: 5967.455078
	Iteration 126Q: 3 clusters Score -2.271034e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142152 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -22710438.000000 Penalty: 5967.455078
	Iteration 127Q: 3 clusters Score -2.271044e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143099 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -22710630.000000 Penalty: 5967.455078
	Iteration 128Q: 3 clusters Score -2.271063e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144139 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.27108e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145239 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -22711092.000000 Penalty: 5967.455078
	Iteration 130Q: 3 clusters Score -2.271109e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146354 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -22711286.000000 Penalty: 5967.455078
	Iteration 131Q: 3 clusters Score -2.271129e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147541 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -22711580.000000 Penalty: 5967.455078
	Iteration 132Q: 3 clusters Score -2.271158e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148773 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.271186e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149999 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.271219e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151249 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -22712444.000000 Penalty: 5967.455078
	Iteration 135Q: 3 clusters Score -2.271244e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152501 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -22712722.000000 Penalty: 5967.455078
	Iteration 136Q: 3 clusters Score -2.271272e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153864 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -22713082.000000 Penalty: 5967.455078
	Iteration 137Q: 3 clusters Score -2.271308e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155252 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -22713290.000000 Penalty: 5967.455078
	Iteration 138Q: 3 clusters Score -2.271329e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156632 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -22713484.000000 Penalty: 5967.455078
	Iteration 139Q: 3 clusters Score -2.271348e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157993 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -22713740.000000 Penalty: 5967.455078
	Iteration 140F: 3 clusters Score -2.271374e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159320 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -22714034.000000 Penalty: 5967.455078
	Iteration 141Q: 3 clusters Score -2.271403e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160589 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -22714232.000000 Penalty: 5967.455078
	Iteration 142Q: 3 clusters Score -2.271423e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161704 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -22714382.000000 Penalty: 5967.455078
	Iteration 143Q: 3 clusters Score -2.271438e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162671 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -22714490.000000 Penalty: 5967.455078
	Iteration 144Q: 3 clusters Score -2.271449e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163511 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -22714590.000000 Penalty: 5967.455078
	Iteration 145Q: 3 clusters Score -2.271459e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164201 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -22714684.000000 Penalty: 5967.455078
	Iteration 146Q: 3 clusters Score -2.271468e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164792 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -22714722.000000 Penalty: 5967.455078
	Iteration 147Q: 3 clusters Score -2.271472e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165266 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -22714806.000000 Penalty: 5967.455078
	Iteration 148Q: 3 clusters Score -2.271481e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165630 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -22714880.000000 Penalty: 5967.455078
	Iteration 149Q: 3 clusters Score -2.271488e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165924 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -22714948.000000 Penalty: 5967.455078
	Iteration 150Q: 3 clusters Score -2.271495e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166181 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -22714992.000000 Penalty: 5967.455078
	Iteration 151Q: 3 clusters Score -2.271499e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166394 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -22715088.000000 Penalty: 5967.455078
	Iteration 152Q: 3 clusters Score -2.271509e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166558 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -22715078.000000 Penalty: 5967.455078
	Iteration 153Q: 3 clusters Score -2.271508e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166662 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -22715082.000000 Penalty: 5967.455078
	Iteration 154Q: 3 clusters Score -2.271508e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166753 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -22715104.000000 Penalty: 5967.455078
	Iteration 155Q: 3 clusters Score -2.27151e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166813 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -22715100.000000 Penalty: 5967.455078
	Iteration 156Q: 3 clusters Score -2.27151e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166852 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -22715114.000000 Penalty: 5967.455078
	Iteration 157Q: 3 clusters Score -2.271511e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166884 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -22715130.000000 Penalty: 5967.455078
	Iteration 158Q: 3 clusters Score -2.271513e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166909 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -22715114.000000 Penalty: 5967.455078
	Iteration 159Q: 3 clusters Score -2.271511e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166937 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -22715118.000000 Penalty: 5967.455078
	Iteration 160F: 3 clusters Score -2.271512e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166954 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -22715092.000000 Penalty: 5967.455078
	Iteration 161Q: 3 clusters Score -2.271509e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166971 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -22715098.000000 Penalty: 5967.455078
	Iteration 162Q: 3 clusters Score -2.27151e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166980 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -22715094.000000 Penalty: 5967.455078
	Iteration 163Q: 3 clusters Score -2.271509e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166993 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -22715082.000000 Penalty: 5967.455078
	Iteration 164Q: 3 clusters Score -2.271508e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167004 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -22715094.000000 Penalty: 5967.455078
	Iteration 165Q: 3 clusters Score -2.271509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167015 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -22715092.000000 Penalty: 5967.455078
	Iteration 166Q: 3 clusters Score -2.271509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167020 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -22715082.000000 Penalty: 5967.455078
	Iteration 167Q: 3 clusters Score -2.271508e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167024 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -22715094.000000 Penalty: 5967.455078
	Iteration 168Q: 3 clusters Score -2.271509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167028 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -22715084.000000 Penalty: 5967.455078
	Iteration 169Q: 3 clusters Score -2.271508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167035 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -22715094.000000 Penalty: 5967.455078
	Iteration 170Q: 3 clusters Score -2.271509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167041 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -22715104.000000 Penalty: 5967.455078
	Iteration 171Q: 3 clusters Score -2.27151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167044 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -22715108.000000 Penalty: 5967.455078
	Iteration 172Q: 3 clusters Score -2.271511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167049 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -22715096.000000 Penalty: 5967.455078
	Iteration 173Q: 3 clusters Score -2.27151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167055 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -22715092.000000 Penalty: 5967.455078
	Iteration 174Q: 3 clusters Score -2.271509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167059 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -22715108.000000 Penalty: 5967.455078
	Iteration 175Q: 3 clusters Score -2.271511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167061 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -22715096.000000 Penalty: 5967.455078
	Iteration 176Q: 3 clusters Score -2.27151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167060 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -22715086.000000 Penalty: 5967.455078
	Iteration 177Q: 3 clusters Score -2.271509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167061 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -22715096.000000 Penalty: 5967.455078
	Iteration 178Q: 3 clusters Score -2.27151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167062 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -22715102.000000 Penalty: 5967.455078
	Iteration 179Q: 3 clusters Score -2.27151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167062 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -22715096.000000 Penalty: 5967.455078
	Iteration 180F: 3 clusters Score -2.27151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167060 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -22715110.000000 Penalty: 5967.455078
	Iteration 181Q: 3 clusters Score -2.271511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167060 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -22715102.000000 Penalty: 5967.455078
	Iteration 182Q: 3 clusters Score -2.27151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167061 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -22715098.000000 Penalty: 5967.455078
	Iteration 183Q: 3 clusters Score -2.27151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167062 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -22715106.000000 Penalty: 5967.455078
	Iteration 184Q: 3 clusters Score -2.271511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167063 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -22715106.000000 Penalty: 5967.455078
	Iteration 185Q: 3 clusters Score -2.271511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167063 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -22715106.000000 Penalty: 5967.455078
	Iteration 186F: 3 clusters Score -2.271511e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Entering Unmasked Estep 
Score: -674595.625000 Penalty: 2112.263916
	Iteration 0F: 2 clusters Score -674595.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -670046.812500 Penalty: 4224.527832
	Iteration 0F: 3 clusters Score -670046.8 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -671137.375000 Penalty: 4224.527832
	Iteration 1F: 3 clusters Score -671137.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -671348.000000 Penalty: 4224.527832
	Iteration 2F: 3 clusters Score -671348 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -671480.687500 Penalty: 4224.527832
	Iteration 3F: 3 clusters Score -671480.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -671548.437500 Penalty: 4224.527832
	Iteration 4Q: 3 clusters Score -671548.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -671587.375000 Penalty: 4224.527832
	Iteration 5Q: 3 clusters Score -671587.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -671617.937500 Penalty: 4224.527832
	Iteration 6Q: 3 clusters Score -671617.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -671644.687500 Penalty: 4224.527832
	Iteration 7Q: 3 clusters Score -671644.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -671676.250000 Penalty: 4224.527832
	Iteration 8Q: 3 clusters Score -671676.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -671695.562500 Penalty: 4224.527832
	Iteration 9Q: 3 clusters Score -671695.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -671717.250000 Penalty: 4224.527832
	Iteration 10Q: 3 clusters Score -671717.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -671735.250000 Penalty: 4224.527832
	Iteration 11Q: 3 clusters Score -671735.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -671751.625000 Penalty: 4224.527832
	Iteration 12Q: 3 clusters Score -671751.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -671764.812500 Penalty: 4224.527832
	Iteration 13Q: 3 clusters Score -671764.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -671783.375000 Penalty: 4224.527832
	Iteration 14Q: 3 clusters Score -671783.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -671803.250000 Penalty: 4224.527832
	Iteration 15Q: 3 clusters Score -671803.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -671826.375000 Penalty: 4224.527832
	Iteration 16Q: 3 clusters Score -671826.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -671851.125000 Penalty: 4224.527832
	Iteration 17Q: 3 clusters Score -671851.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -671881.250000 Penalty: 4224.527832
	Iteration 18Q: 3 clusters Score -671881.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -671906.812500 Penalty: 4224.527832
	Iteration 19Q: 3 clusters Score -671906.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -671940.250000 Penalty: 4224.527832
	Iteration 20F: 3 clusters Score -671940.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -671975.250000 Penalty: 4224.527832
	Iteration 21Q: 3 clusters Score -671975.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -672014.187500 Penalty: 4224.527832
	Iteration 22Q: 3 clusters Score -672014.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -672057.312500 Penalty: 4224.527832
	Iteration 23Q: 3 clusters Score -672057.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -672110.625000 Penalty: 4224.527832
	Iteration 24Q: 3 clusters Score -672110.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -672172.062500 Penalty: 4224.527832
	Iteration 25Q: 3 clusters Score -672172.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -672228.562500 Penalty: 4224.527832
	Iteration 26Q: 3 clusters Score -672228.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -672295.375000 Penalty: 4224.527832
	Iteration 27Q: 3 clusters Score -672295.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -672357.937500 Penalty: 4224.527832
	Iteration 28Q: 3 clusters Score -672357.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -672404.062500 Penalty: 4224.527832
	Iteration 29Q: 3 clusters Score -672404.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -672436.812500 Penalty: 4224.527832
	Iteration 30Q: 3 clusters Score -672436.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -672463.812500 Penalty: 4224.527832
	Iteration 31Q: 3 clusters Score -672463.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -672486.125000 Penalty: 4224.527832
	Iteration 32Q: 3 clusters Score -672486.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -672506.750000 Penalty: 4224.527832
	Iteration 33Q: 3 clusters Score -672506.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -672523.562500 Penalty: 4224.527832
	Iteration 34Q: 3 clusters Score -672523.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -672543.000000 Penalty: 4224.527832
	Iteration 35Q: 3 clusters Score -672543 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -672562.437500 Penalty: 4224.527832
	Iteration 36Q: 3 clusters Score -672562.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -672579.375000 Penalty: 4224.527832
	Iteration 37Q: 3 clusters Score -672579.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -672595.062500 Penalty: 4224.527832
	Iteration 38Q: 3 clusters Score -672595.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -672612.000000 Penalty: 4224.527832
	Iteration 39Q: 3 clusters Score -672612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -672630.125000 Penalty: 4224.527832
	Iteration 40F: 3 clusters Score -672630.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -672637.750000 Penalty: 4224.527832
	Iteration 41Q: 3 clusters Score -672637.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -672642.437500 Penalty: 4224.527832
	Iteration 42Q: 3 clusters Score -672642.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -672646.437500 Penalty: 4224.527832
	Iteration 43Q: 3 clusters Score -672646.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -672650.562500 Penalty: 4224.527832
	Iteration 44Q: 3 clusters Score -672650.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -672655.312500 Penalty: 4224.527832
	Iteration 45Q: 3 clusters Score -672655.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -672664.812500 Penalty: 4224.527832
	Iteration 46Q: 3 clusters Score -672664.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -672671.375000 Penalty: 4224.527832
	Iteration 47Q: 3 clusters Score -672671.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -672678.812500 Penalty: 4224.527832
	Iteration 48Q: 3 clusters Score -672678.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -672687.750000 Penalty: 4224.527832
	Iteration 49Q: 3 clusters Score -672687.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -672694.125000 Penalty: 4224.527832
	Iteration 50Q: 3 clusters Score -672694.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -672699.312500 Penalty: 4224.527832
	Iteration 51Q: 3 clusters Score -672699.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -672702.875000 Penalty: 4224.527832
	Iteration 52Q: 3 clusters Score -672702.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -672705.312500 Penalty: 4224.527832
	Iteration 53Q: 3 clusters Score -672705.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -672709.500000 Penalty: 4224.527832
	Iteration 54Q: 3 clusters Score -672709.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -672716.312500 Penalty: 4224.527832
	Iteration 55Q: 3 clusters Score -672716.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -672720.437500 Penalty: 4224.527832
	Iteration 56Q: 3 clusters Score -672720.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -672720.437500 Penalty: 4224.527832
	Iteration 57F: 3 clusters Score -672720.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -65038.441406 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -65038.44 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 264 members 
Entering Unmasked Estep 
Score: -63532.976562 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -63532.98 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -63818.746094 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -63818.75 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64025.113281 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -64025.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -64248.851562 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -64248.85 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -64406.386719 Penalty: 3118.777832
	Iteration 4F: 3 clusters Score -64406.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -64532.125000 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -64532.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -64560.859375 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -64560.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -64573.636719 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -64573.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -64585.074219 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -64585.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -64595.421875 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -64595.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -64603.011719 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -64603.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -64623.750000 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -64623.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -64644.035156 Penalty: 3118.777832
	Iteration 12Q: 3 clusters Score -64644.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -64662.652344 Penalty: 3118.777832
	Iteration 13Q: 3 clusters Score -64662.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -64684.734375 Penalty: 3118.777832
	Iteration 14Q: 3 clusters Score -64684.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -64709.929688 Penalty: 3118.777832
	Iteration 15Q: 3 clusters Score -64709.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -64738.648438 Penalty: 3118.777832
	Iteration 16Q: 3 clusters Score -64738.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -64786.664062 Penalty: 3118.777832
	Iteration 17Q: 3 clusters Score -64786.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -64863.566406 Penalty: 3118.777832
	Iteration 18Q: 3 clusters Score -64863.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -64981.128906 Penalty: 3118.777832
	Iteration 19Q: 3 clusters Score -64981.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -65044.457031 Penalty: 3118.777832
	Iteration 20F: 3 clusters Score -65044.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -65181.890625 Penalty: 3118.777832
	Iteration 21Q: 3 clusters Score -65181.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -65617.578125 Penalty: 3118.777832
	Iteration 22Q: 3 clusters Score -65617.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -65624.507812 Penalty: 3118.777832
	Iteration 23Q: 3 clusters Score -65624.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -65627.132812 Penalty: 3118.777832
	Iteration 24Q: 3 clusters Score -65627.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -65627.132812 Penalty: 3118.777832
	Iteration 25F: 3 clusters Score -65627.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4282 members 
Mstep: Class 3 contains 153530 members 
Mstep: Class 4 contains 67050 members 
Mstep: Class 5 contains 159971 members 
Mstep: Class 6 contains 88760 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7332 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160326 members 
Mstep: Class 11 contains 149758 members 
Mstep: Class 12 contains 23751 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11715 members 
Mstep: Class 18 contains 157941 members 
Mstep: Class 19 contains 150861 members 
Mstep: Class 20 contains 64136 members 
Mstep: Class 21 contains 167906 members 
Mstep: Class 22 contains 5000 members 
Mstep: Class 23 contains 320 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 218 members 
Entering Unmasked Estep 
Score: -180455680.000000 Penalty: 94667.796875
Splitting cluster 23 changes total score from -180457168.000000 to -180455680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -43356.593750 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -43356.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41933.910156 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -41933.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42061.101562 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -42061.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42149.750000 Penalty: 2918.127930
	Iteration 2F: 3 clusters Score -42149.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42173.164062 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -42173.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42175.074219 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -42175.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42177.039062 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -42177.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42177.039062 Penalty: 2918.127930
	Iteration 6F: 3 clusters Score -42177.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -69860.968750 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -69860.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -68255.992188 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -68255.99 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -68452.789062 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -68452.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68513.164062 Penalty: 3140.425049
	Iteration 2Q: 3 clusters Score -68513.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68543.375000 Penalty: 3140.425049
	Iteration 3Q: 3 clusters Score -68543.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -68563.914062 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -68563.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68577.343750 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -68577.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68582.953125 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -68582.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -68589.210938 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -68589.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68591.875000 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -68591.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -68591.875000 Penalty: 3140.425049
	Iteration 9F: 3 clusters Score -68591.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Entering Unmasked Estep 
Score: -70475.304688 Penalty: 1569.328247
	Iteration 0F: 2 clusters Score -70475.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -68871.070312 Penalty: 3138.656494
	Iteration 0F: 3 clusters Score -68871.07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -69073.679688 Penalty: 3138.656494
	Iteration 1F: 3 clusters Score -69073.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69141.578125 Penalty: 3138.656494
	Iteration 2Q: 3 clusters Score -69141.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69158.132812 Penalty: 3138.656494
	Iteration 3Q: 3 clusters Score -69158.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69166.007812 Penalty: 3138.656494
	Iteration 4Q: 3 clusters Score -69166.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -69170.781250 Penalty: 3138.656494
	Iteration 5Q: 3 clusters Score -69170.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69173.562500 Penalty: 3138.656494
	Iteration 6Q: 3 clusters Score -69173.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -69178.125000 Penalty: 3138.656494
	Iteration 7Q: 3 clusters Score -69178.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -69181.554688 Penalty: 3138.656494
	Iteration 8Q: 3 clusters Score -69181.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69183.250000 Penalty: 3138.656494
	Iteration 9Q: 3 clusters Score -69183.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69183.250000 Penalty: 3138.656494
	Iteration 10F: 3 clusters Score -69183.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4282 members 
Mstep: Class 3 contains 153530 members 
Mstep: Class 4 contains 67050 members 
Mstep: Class 5 contains 159971 members 
Mstep: Class 6 contains 88760 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7332 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160326 members 
Mstep: Class 11 contains 149758 members 
Mstep: Class 12 contains 23751 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11715 members 
Mstep: Class 18 contains 157941 members 
Mstep: Class 19 contains 150861 members 
Mstep: Class 20 contains 64136 members 
Mstep: Class 21 contains 167906 members 
Mstep: Class 22 contains 5000 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456960.000000 Penalty: 91161.578125
Iteration 439Q: 27 clusters Score -1.80457e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4284 members 
Mstep: Class 3 contains 153566 members 
Mstep: Class 4 contains 67046 members 
Mstep: Class 5 contains 159961 members 
Mstep: Class 6 contains 88763 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7332 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160317 members 
Mstep: Class 11 contains 149724 members 
Mstep: Class 12 contains 23745 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11688 members 
Mstep: Class 18 contains 157957 members 
Mstep: Class 19 contains 150778 members 
Mstep: Class 20 contains 64265 members 
Mstep: Class 21 contains 167900 members 
Mstep: Class 22 contains 4993 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456912.000000 Penalty: 91161.578125
Iteration 440F: 27 clusters Score -1.804569e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4287 members 
Mstep: Class 3 contains 153602 members 
Mstep: Class 4 contains 67034 members 
Mstep: Class 5 contains 159944 members 
Mstep: Class 6 contains 88765 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7332 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160315 members 
Mstep: Class 11 contains 149707 members 
Mstep: Class 12 contains 23740 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11671 members 
Mstep: Class 18 contains 157987 members 
Mstep: Class 19 contains 150659 members 
Mstep: Class 20 contains 64367 members 
Mstep: Class 21 contains 167920 members 
Mstep: Class 22 contains 4987 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456960.000000 Penalty: 91161.578125
Iteration 441Q: 27 clusters Score -1.80457e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4289 members 
Mstep: Class 3 contains 153630 members 
Mstep: Class 4 contains 67030 members 
Mstep: Class 5 contains 159946 members 
Mstep: Class 6 contains 88764 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7332 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160315 members 
Mstep: Class 11 contains 149694 members 
Mstep: Class 12 contains 23742 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11663 members 
Mstep: Class 18 contains 157986 members 
Mstep: Class 19 contains 150554 members 
Mstep: Class 20 contains 64457 members 
Mstep: Class 21 contains 167929 members 
Mstep: Class 22 contains 4986 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456880.000000 Penalty: 91161.578125
Iteration 442Q: 27 clusters Score -1.804569e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4292 members 
Mstep: Class 3 contains 153662 members 
Mstep: Class 4 contains 67026 members 
Mstep: Class 5 contains 159964 members 
Mstep: Class 6 contains 88756 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7332 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160310 members 
Mstep: Class 11 contains 149670 members 
Mstep: Class 12 contains 23741 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11670 members 
Mstep: Class 18 contains 158011 members 
Mstep: Class 19 contains 150482 members 
Mstep: Class 20 contains 64557 members 
Mstep: Class 21 contains 167862 members 
Mstep: Class 22 contains 4982 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457232.000000 Penalty: 91161.578125
Iteration 443Q: 27 clusters Score -1.804572e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4295 members 
Mstep: Class 3 contains 153676 members 
Mstep: Class 4 contains 67029 members 
Mstep: Class 5 contains 159977 members 
Mstep: Class 6 contains 88748 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7332 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160308 members 
Mstep: Class 11 contains 149646 members 
Mstep: Class 12 contains 23744 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11667 members 
Mstep: Class 18 contains 158035 members 
Mstep: Class 19 contains 150362 members 
Mstep: Class 20 contains 64654 members 
Mstep: Class 21 contains 167862 members 
Mstep: Class 22 contains 4982 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456944.000000 Penalty: 91161.578125
Iteration 444Q: 27 clusters Score -1.804569e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4301 members 
Mstep: Class 3 contains 153708 members 
Mstep: Class 4 contains 67023 members 
Mstep: Class 5 contains 159984 members 
Mstep: Class 6 contains 88738 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7333 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160307 members 
Mstep: Class 11 contains 149629 members 
Mstep: Class 12 contains 23744 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11673 members 
Mstep: Class 18 contains 158054 members 
Mstep: Class 19 contains 150244 members 
Mstep: Class 20 contains 64772 members 
Mstep: Class 21 contains 167827 members 
Mstep: Class 22 contains 4978 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457200.000000 Penalty: 91161.578125
Iteration 445Q: 27 clusters Score -1.804572e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 153755 members 
Mstep: Class 4 contains 67022 members 
Mstep: Class 5 contains 159988 members 
Mstep: Class 6 contains 88735 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7335 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160296 members 
Mstep: Class 11 contains 149603 members 
Mstep: Class 12 contains 23747 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11671 members 
Mstep: Class 18 contains 158051 members 
Mstep: Class 19 contains 150112 members 
Mstep: Class 20 contains 64870 members 
Mstep: Class 21 contains 167852 members 
Mstep: Class 22 contains 4974 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457104.000000 Penalty: 91161.578125
Iteration 446Q: 27 clusters Score -1.804571e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4307 members 
Mstep: Class 3 contains 153813 members 
Mstep: Class 4 contains 67012 members 
Mstep: Class 5 contains 159979 members 
Mstep: Class 6 contains 88727 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7337 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160292 members 
Mstep: Class 11 contains 149585 members 
Mstep: Class 12 contains 23750 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11664 members 
Mstep: Class 18 contains 158044 members 
Mstep: Class 19 contains 149985 members 
Mstep: Class 20 contains 64975 members 
Mstep: Class 21 contains 167875 members 
Mstep: Class 22 contains 4970 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457136.000000 Penalty: 91161.578125
Iteration 447Q: 27 clusters Score -1.804571e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4310 members 
Mstep: Class 3 contains 153852 members 
Mstep: Class 4 contains 67010 members 
Mstep: Class 5 contains 159985 members 
Mstep: Class 6 contains 88723 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7338 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160274 members 
Mstep: Class 11 contains 149573 members 
Mstep: Class 12 contains 23751 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11644 members 
Mstep: Class 18 contains 158038 members 
Mstep: Class 19 contains 149915 members 
Mstep: Class 20 contains 65057 members 
Mstep: Class 21 contains 167881 members 
Mstep: Class 22 contains 4964 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457200.000000 Penalty: 91161.578125
Iteration 448Q: 27 clusters Score -1.804572e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4312 members 
Mstep: Class 3 contains 153891 members 
Mstep: Class 4 contains 67001 members 
Mstep: Class 5 contains 160005 members 
Mstep: Class 6 contains 88722 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7339 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160241 members 
Mstep: Class 11 contains 149561 members 
Mstep: Class 12 contains 23752 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11628 members 
Mstep: Class 18 contains 158044 members 
Mstep: Class 19 contains 149850 members 
Mstep: Class 20 contains 65149 members 
Mstep: Class 21 contains 167857 members 
Mstep: Class 22 contains 4964 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456768.000000 Penalty: 91161.578125
Iteration 449Q: 27 clusters Score -1.804568e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4312 members 
Mstep: Class 3 contains 153914 members 
Mstep: Class 4 contains 67010 members 
Mstep: Class 5 contains 160006 members 
Mstep: Class 6 contains 88717 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160249 members 
Mstep: Class 11 contains 149553 members 
Mstep: Class 12 contains 23751 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11614 members 
Mstep: Class 18 contains 158071 members 
Mstep: Class 19 contains 149773 members 
Mstep: Class 20 contains 65204 members 
Mstep: Class 21 contains 167842 members 
Mstep: Class 22 contains 4960 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456336.000000 Penalty: 91161.578125
Iteration 450Q: 27 clusters Score -1.804563e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4311 members 
Mstep: Class 3 contains 153930 members 
Mstep: Class 4 contains 66999 members 
Mstep: Class 5 contains 159997 members 
Mstep: Class 6 contains 88723 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160259 members 
Mstep: Class 11 contains 149527 members 
Mstep: Class 12 contains 23757 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11607 members 
Mstep: Class 18 contains 158082 members 
Mstep: Class 19 contains 149722 members 
Mstep: Class 20 contains 65281 members 
Mstep: Class 21 contains 167821 members 
Mstep: Class 22 contains 4960 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456640.000000 Penalty: 91161.578125
Iteration 451Q: 27 clusters Score -1.804566e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4311 members 
Mstep: Class 3 contains 153943 members 
Mstep: Class 4 contains 66990 members 
Mstep: Class 5 contains 159984 members 
Mstep: Class 6 contains 88722 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7344 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160274 members 
Mstep: Class 11 contains 149514 members 
Mstep: Class 12 contains 23757 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11597 members 
Mstep: Class 18 contains 158087 members 
Mstep: Class 19 contains 149662 members 
Mstep: Class 20 contains 65353 members 
Mstep: Class 21 contains 167814 members 
Mstep: Class 22 contains 4964 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456704.000000 Penalty: 91161.578125
Iteration 452Q: 27 clusters Score -1.804567e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4313 members 
Mstep: Class 3 contains 153952 members 
Mstep: Class 4 contains 66986 members 
Mstep: Class 5 contains 159979 members 
Mstep: Class 6 contains 88732 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7344 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160293 members 
Mstep: Class 11 contains 149492 members 
Mstep: Class 12 contains 23758 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11583 members 
Mstep: Class 18 contains 158088 members 
Mstep: Class 19 contains 149633 members 
Mstep: Class 20 contains 65443 members 
Mstep: Class 21 contains 167760 members 
Mstep: Class 22 contains 4960 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456320.000000 Penalty: 91161.578125
Iteration 453Q: 27 clusters Score -1.804563e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 153958 members 
Mstep: Class 4 contains 66986 members 
Mstep: Class 5 contains 159990 members 
Mstep: Class 6 contains 88730 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7344 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160297 members 
Mstep: Class 11 contains 149470 members 
Mstep: Class 12 contains 23769 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11568 members 
Mstep: Class 18 contains 158080 members 
Mstep: Class 19 contains 149602 members 
Mstep: Class 20 contains 65531 members 
Mstep: Class 21 contains 167721 members 
Mstep: Class 22 contains 4956 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456384.000000 Penalty: 91161.578125
Iteration 454Q: 27 clusters Score -1.804564e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4313 members 
Mstep: Class 3 contains 153964 members 
Mstep: Class 4 contains 66989 members 
Mstep: Class 5 contains 159988 members 
Mstep: Class 6 contains 88718 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7345 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160308 members 
Mstep: Class 11 contains 149459 members 
Mstep: Class 12 contains 23768 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11553 members 
Mstep: Class 18 contains 158091 members 
Mstep: Class 19 contains 149583 members 
Mstep: Class 20 contains 65608 members 
Mstep: Class 21 contains 167678 members 
Mstep: Class 22 contains 4952 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456224.000000 Penalty: 91161.578125
Iteration 455Q: 27 clusters Score -1.804562e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4313 members 
Mstep: Class 3 contains 153978 members 
Mstep: Class 4 contains 66980 members 
Mstep: Class 5 contains 159993 members 
Mstep: Class 6 contains 88712 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7347 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160333 members 
Mstep: Class 11 contains 149432 members 
Mstep: Class 12 contains 23769 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11534 members 
Mstep: Class 18 contains 158101 members 
Mstep: Class 19 contains 149582 members 
Mstep: Class 20 contains 65662 members 
Mstep: Class 21 contains 167634 members 
Mstep: Class 22 contains 4947 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456544.000000 Penalty: 91161.578125
Iteration 456Q: 27 clusters Score -1.804565e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 153987 members 
Mstep: Class 4 contains 66979 members 
Mstep: Class 5 contains 160001 members 
Mstep: Class 6 contains 88704 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7348 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160362 members 
Mstep: Class 11 contains 149416 members 
Mstep: Class 12 contains 23769 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11520 members 
Mstep: Class 18 contains 158102 members 
Mstep: Class 19 contains 149581 members 
Mstep: Class 20 contains 65704 members 
Mstep: Class 21 contains 167586 members 
Mstep: Class 22 contains 4944 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456768.000000 Penalty: 91161.578125
Iteration 457Q: 27 clusters Score -1.804568e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4315 members 
Mstep: Class 3 contains 153988 members 
Mstep: Class 4 contains 66975 members 
Mstep: Class 5 contains 160000 members 
Mstep: Class 6 contains 88706 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7348 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160387 members 
Mstep: Class 11 contains 149389 members 
Mstep: Class 12 contains 23767 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11499 members 
Mstep: Class 18 contains 158110 members 
Mstep: Class 19 contains 149584 members 
Mstep: Class 20 contains 65757 members 
Mstep: Class 21 contains 167555 members 
Mstep: Class 22 contains 4938 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456864.000000 Penalty: 91161.578125
Iteration 458Q: 27 clusters Score -1.804569e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 153988 members 
Mstep: Class 4 contains 66965 members 
Mstep: Class 5 contains 160000 members 
Mstep: Class 6 contains 88703 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7348 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160399 members 
Mstep: Class 11 contains 149363 members 
Mstep: Class 12 contains 23764 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11488 members 
Mstep: Class 18 contains 158109 members 
Mstep: Class 19 contains 149571 members 
Mstep: Class 20 contains 65823 members 
Mstep: Class 21 contains 167549 members 
Mstep: Class 22 contains 4934 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456672.000000 Penalty: 91161.578125
Iteration 459Q: 27 clusters Score -1.804567e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4314 members 
Mstep: Class 3 contains 153994 members 
Mstep: Class 4 contains 66962 members 
Mstep: Class 5 contains 159997 members 
Mstep: Class 6 contains 88702 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7349 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160405 members 
Mstep: Class 11 contains 149357 members 
Mstep: Class 12 contains 23766 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11471 members 
Mstep: Class 18 contains 158108 members 
Mstep: Class 19 contains 149602 members 
Mstep: Class 20 contains 65877 members 
Mstep: Class 21 contains 167486 members 
Mstep: Class 22 contains 4928 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456784.000000 Penalty: 91161.578125
Iteration 460F: 27 clusters Score -1.804568e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4315 members 
Mstep: Class 3 contains 153994 members 
Mstep: Class 4 contains 66954 members 
Mstep: Class 5 contains 160000 members 
Mstep: Class 6 contains 88713 members 
Mstep: Class 7 contains 2907 members 
Mstep: Class 8 contains 7350 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160405 members 
Mstep: Class 11 contains 149347 members 
Mstep: Class 12 contains 23768 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11466 members 
Mstep: Class 18 contains 158114 members 
Mstep: Class 19 contains 149635 members 
Mstep: Class 20 contains 65897 members 
Mstep: Class 21 contains 167432 members 
Mstep: Class 22 contains 4929 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456768.000000 Penalty: 91161.578125
Iteration 461Q: 27 clusters Score -1.804568e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4315 members 
Mstep: Class 3 contains 153989 members 
Mstep: Class 4 contains 66944 members 
Mstep: Class 5 contains 159993 members 
Mstep: Class 6 contains 88711 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7353 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160420 members 
Mstep: Class 11 contains 149333 members 
Mstep: Class 12 contains 23770 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11454 members 
Mstep: Class 18 contains 158112 members 
Mstep: Class 19 contains 149684 members 
Mstep: Class 20 contains 65905 members 
Mstep: Class 21 contains 167409 members 
Mstep: Class 22 contains 4926 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456448.000000 Penalty: 91161.578125
Iteration 462Q: 27 clusters Score -1.804564e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4316 members 
Mstep: Class 3 contains 153978 members 
Mstep: Class 4 contains 66942 members 
Mstep: Class 5 contains 159991 members 
Mstep: Class 6 contains 88706 members 
Mstep: Class 7 contains 2908 members 
Mstep: Class 8 contains 7355 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160436 members 
Mstep: Class 11 contains 149318 members 
Mstep: Class 12 contains 23775 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11442 members 
Mstep: Class 18 contains 158120 members 
Mstep: Class 19 contains 149736 members 
Mstep: Class 20 contains 65932 members 
Mstep: Class 21 contains 167351 members 
Mstep: Class 22 contains 4920 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456592.000000 Penalty: 91161.578125
Iteration 463Q: 27 clusters Score -1.804566e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4320 members 
Mstep: Class 3 contains 153969 members 
Mstep: Class 4 contains 66935 members 
Mstep: Class 5 contains 159980 members 
Mstep: Class 6 contains 88707 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7356 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160434 members 
Mstep: Class 11 contains 149309 members 
Mstep: Class 12 contains 23776 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11439 members 
Mstep: Class 18 contains 158124 members 
Mstep: Class 19 contains 149790 members 
Mstep: Class 20 contains 65959 members 
Mstep: Class 21 contains 167305 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456464.000000 Penalty: 91161.578125
Iteration 464Q: 27 clusters Score -1.804565e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4326 members 
Mstep: Class 3 contains 153957 members 
Mstep: Class 4 contains 66931 members 
Mstep: Class 5 contains 159965 members 
Mstep: Class 6 contains 88712 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7356 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160443 members 
Mstep: Class 11 contains 149286 members 
Mstep: Class 12 contains 23775 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11425 members 
Mstep: Class 18 contains 158131 members 
Mstep: Class 19 contains 149870 members 
Mstep: Class 20 contains 65985 members 
Mstep: Class 21 contains 167244 members 
Mstep: Class 22 contains 4911 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456624.000000 Penalty: 91161.578125
Iteration 465Q: 27 clusters Score -1.804566e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4334 members 
Mstep: Class 3 contains 153937 members 
Mstep: Class 4 contains 66922 members 
Mstep: Class 5 contains 159955 members 
Mstep: Class 6 contains 88717 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7356 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160443 members 
Mstep: Class 11 contains 149273 members 
Mstep: Class 12 contains 23777 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11414 members 
Mstep: Class 18 contains 158140 members 
Mstep: Class 19 contains 149957 members 
Mstep: Class 20 contains 66007 members 
Mstep: Class 21 contains 167178 members 
Mstep: Class 22 contains 4907 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456688.000000 Penalty: 91161.578125
Iteration 466Q: 27 clusters Score -1.804567e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4342 members 
Mstep: Class 3 contains 153918 members 
Mstep: Class 4 contains 66910 members 
Mstep: Class 5 contains 159961 members 
Mstep: Class 6 contains 88716 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7356 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160427 members 
Mstep: Class 11 contains 149253 members 
Mstep: Class 12 contains 23775 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11408 members 
Mstep: Class 18 contains 158124 members 
Mstep: Class 19 contains 150046 members 
Mstep: Class 20 contains 66026 members 
Mstep: Class 21 contains 167151 members 
Mstep: Class 22 contains 4903 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456416.000000 Penalty: 91161.578125
Iteration 467Q: 27 clusters Score -1.804564e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4344 members 
Mstep: Class 3 contains 153893 members 
Mstep: Class 4 contains 66900 members 
Mstep: Class 5 contains 159969 members 
Mstep: Class 6 contains 88711 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7356 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160420 members 
Mstep: Class 11 contains 149237 members 
Mstep: Class 12 contains 23777 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11405 members 
Mstep: Class 18 contains 158101 members 
Mstep: Class 19 contains 150126 members 
Mstep: Class 20 contains 66045 members 
Mstep: Class 21 contains 167131 members 
Mstep: Class 22 contains 4901 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456448.000000 Penalty: 91161.578125
Iteration 468Q: 27 clusters Score -1.804564e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4349 members 
Mstep: Class 3 contains 153866 members 
Mstep: Class 4 contains 66887 members 
Mstep: Class 5 contains 159972 members 
Mstep: Class 6 contains 88708 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7356 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160407 members 
Mstep: Class 11 contains 149218 members 
Mstep: Class 12 contains 23774 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11396 members 
Mstep: Class 18 contains 158087 members 
Mstep: Class 19 contains 150200 members 
Mstep: Class 20 contains 66067 members 
Mstep: Class 21 contains 167128 members 
Mstep: Class 22 contains 4901 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456528.000000 Penalty: 91161.578125
Iteration 469Q: 27 clusters Score -1.804565e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4348 members 
Mstep: Class 3 contains 153845 members 
Mstep: Class 4 contains 66875 members 
Mstep: Class 5 contains 159956 members 
Mstep: Class 6 contains 88698 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7356 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160389 members 
Mstep: Class 11 contains 149200 members 
Mstep: Class 12 contains 23773 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11390 members 
Mstep: Class 18 contains 158075 members 
Mstep: Class 19 contains 150269 members 
Mstep: Class 20 contains 66085 members 
Mstep: Class 21 contains 167155 members 
Mstep: Class 22 contains 4901 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456672.000000 Penalty: 91161.578125
Iteration 470Q: 27 clusters Score -1.804567e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4348 members 
Mstep: Class 3 contains 153834 members 
Mstep: Class 4 contains 66871 members 
Mstep: Class 5 contains 159946 members 
Mstep: Class 6 contains 88697 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7356 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160382 members 
Mstep: Class 11 contains 149180 members 
Mstep: Class 12 contains 23774 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11379 members 
Mstep: Class 18 contains 158076 members 
Mstep: Class 19 contains 150330 members 
Mstep: Class 20 contains 66103 members 
Mstep: Class 21 contains 167139 members 
Mstep: Class 22 contains 4900 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456576.000000 Penalty: 91161.578125
Iteration 471Q: 27 clusters Score -1.804566e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4350 members 
Mstep: Class 3 contains 153830 members 
Mstep: Class 4 contains 66862 members 
Mstep: Class 5 contains 159941 members 
Mstep: Class 6 contains 88703 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7356 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160373 members 
Mstep: Class 11 contains 149160 members 
Mstep: Class 12 contains 23774 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 949 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 158062 members 
Mstep: Class 19 contains 150375 members 
Mstep: Class 20 contains 66112 members 
Mstep: Class 21 contains 167147 members 
Mstep: Class 22 contains 4897 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456512.000000 Penalty: 91161.578125
Iteration 472Q: 27 clusters Score -1.804565e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4359 members 
Mstep: Class 3 contains 153842 members 
Mstep: Class 4 contains 66866 members 
Mstep: Class 5 contains 159927 members 
Mstep: Class 6 contains 88700 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7356 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160372 members 
Mstep: Class 11 contains 149156 members 
Mstep: Class 12 contains 23771 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 949 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11374 members 
Mstep: Class 18 contains 158050 members 
Mstep: Class 19 contains 150420 members 
Mstep: Class 20 contains 66107 members 
Mstep: Class 21 contains 167125 members 
Mstep: Class 22 contains 4894 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456768.000000 Penalty: 91161.578125
Iteration 473Q: 27 clusters Score -1.804568e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 153846 members 
Mstep: Class 4 contains 66864 members 
Mstep: Class 5 contains 159919 members 
Mstep: Class 6 contains 88704 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7356 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160358 members 
Mstep: Class 11 contains 149140 members 
Mstep: Class 12 contains 23769 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11371 members 
Mstep: Class 18 contains 158032 members 
Mstep: Class 19 contains 150467 members 
Mstep: Class 20 contains 66118 members 
Mstep: Class 21 contains 167118 members 
Mstep: Class 22 contains 4890 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180456864.000000 Penalty: 91161.578125
Iteration 474Q: 27 clusters Score -1.804569e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4375 members 
Mstep: Class 3 contains 153838 members 
Mstep: Class 4 contains 66853 members 
Mstep: Class 5 contains 159913 members 
Mstep: Class 6 contains 88704 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7357 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160354 members 
Mstep: Class 11 contains 149126 members 
Mstep: Class 12 contains 23762 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 947 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11369 members 
Mstep: Class 18 contains 158016 members 
Mstep: Class 19 contains 150531 members 
Mstep: Class 20 contains 66124 members 
Mstep: Class 21 contains 167109 members 
Mstep: Class 22 contains 4890 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457296.000000 Penalty: 91161.578125
Iteration 475Q: 27 clusters Score -1.804573e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4378 members 
Mstep: Class 3 contains 153834 members 
Mstep: Class 4 contains 66841 members 
Mstep: Class 5 contains 159898 members 
Mstep: Class 6 contains 88707 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7358 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160360 members 
Mstep: Class 11 contains 149115 members 
Mstep: Class 12 contains 23758 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 947 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11366 members 
Mstep: Class 18 contains 158008 members 
Mstep: Class 19 contains 150587 members 
Mstep: Class 20 contains 66128 members 
Mstep: Class 21 contains 167093 members 
Mstep: Class 22 contains 4889 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457136.000000 Penalty: 91161.578125
Iteration 476Q: 27 clusters Score -1.804571e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 153818 members 
Mstep: Class 4 contains 66831 members 
Mstep: Class 5 contains 159896 members 
Mstep: Class 6 contains 88710 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7358 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160369 members 
Mstep: Class 11 contains 149112 members 
Mstep: Class 12 contains 23758 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11357 members 
Mstep: Class 18 contains 157996 members 
Mstep: Class 19 contains 150648 members 
Mstep: Class 20 contains 66130 members 
Mstep: Class 21 contains 167069 members 
Mstep: Class 22 contains 4888 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457440.000000 Penalty: 91161.578125
Iteration 477Q: 27 clusters Score -1.804574e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4376 members 
Mstep: Class 3 contains 153815 members 
Mstep: Class 4 contains 66826 members 
Mstep: Class 5 contains 159891 members 
Mstep: Class 6 contains 88714 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7358 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160365 members 
Mstep: Class 11 contains 149101 members 
Mstep: Class 12 contains 23757 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11351 members 
Mstep: Class 18 contains 157982 members 
Mstep: Class 19 contains 150692 members 
Mstep: Class 20 contains 66138 members 
Mstep: Class 21 contains 167066 members 
Mstep: Class 22 contains 4887 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457328.000000 Penalty: 91161.578125
Iteration 478Q: 27 clusters Score -1.804573e+08 nChanged 431
Entering ConstructFrom: 
Score: -180457328.000000 Penalty: 91161.578125
Entering ConstructFrom: 
Trying to split cluster 1 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -136771.406250 Penalty: 1726.871094
	Iteration 0F: 2 clusters Score -136771.4 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 535 members 
Entering Unmasked Estep 
Score: -134782.343750 Penalty: 3453.742188
	Iteration 0F: 3 clusters Score -134782.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -135097.578125 Penalty: 3453.742188
	Iteration 1F: 3 clusters Score -135097.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -135174.609375 Penalty: 3453.742188
	Iteration 2F: 3 clusters Score -135174.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -135232.406250 Penalty: 3453.742188
	Iteration 3Q: 3 clusters Score -135232.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -135283.078125 Penalty: 3453.742188
	Iteration 4Q: 3 clusters Score -135283.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -135315.703125 Penalty: 3453.742188
	Iteration 5Q: 3 clusters Score -135315.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -135338.890625 Penalty: 3453.742188
	Iteration 6Q: 3 clusters Score -135338.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -135352.109375 Penalty: 3453.742188
	Iteration 7Q: 3 clusters Score -135352.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -135363.046875 Penalty: 3453.742188
	Iteration 8Q: 3 clusters Score -135363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -135373.609375 Penalty: 3453.742188
	Iteration 9Q: 3 clusters Score -135373.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -135382.453125 Penalty: 3453.742188
	Iteration 10Q: 3 clusters Score -135382.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -135390.765625 Penalty: 3453.742188
	Iteration 11Q: 3 clusters Score -135390.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -135398.734375 Penalty: 3453.742188
	Iteration 12Q: 3 clusters Score -135398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -135400.859375 Penalty: 3453.742188
	Iteration 13Q: 3 clusters Score -135400.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -135405.234375 Penalty: 3453.742188
	Iteration 14Q: 3 clusters Score -135405.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -135411.765625 Penalty: 3453.742188
	Iteration 15Q: 3 clusters Score -135411.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -135417.343750 Penalty: 3453.742188
	Iteration 16Q: 3 clusters Score -135417.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -135426.640625 Penalty: 3453.742188
	Iteration 17Q: 3 clusters Score -135426.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -135435.312500 Penalty: 3453.742188
	Iteration 18Q: 3 clusters Score -135435.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -135445.234375 Penalty: 3453.742188
	Iteration 19Q: 3 clusters Score -135445.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -135456.390625 Penalty: 3453.742188
	Iteration 20F: 3 clusters Score -135456.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -135463.015625 Penalty: 3453.742188
	Iteration 21Q: 3 clusters Score -135463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -135467.125000 Penalty: 3453.742188
	Iteration 22Q: 3 clusters Score -135467.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -135467.125000 Penalty: 3453.742188
	Iteration 23F: 3 clusters Score -135467.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -576783.187500 Penalty: 2079.261475
	Iteration 0F: 2 clusters Score -576783.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -572666.000000 Penalty: 4158.522949
	Iteration 0F: 3 clusters Score -572666 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -573575.187500 Penalty: 4158.522949
	Iteration 1F: 3 clusters Score -573575.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -573762.125000 Penalty: 4158.522949
	Iteration 2F: 3 clusters Score -573762.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -573888.937500 Penalty: 4158.522949
	Iteration 3Q: 3 clusters Score -573888.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -573977.437500 Penalty: 4158.522949
	Iteration 4Q: 3 clusters Score -573977.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -574058.312500 Penalty: 4158.522949
	Iteration 5Q: 3 clusters Score -574058.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -574144.875000 Penalty: 4158.522949
	Iteration 6Q: 3 clusters Score -574144.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -574210.250000 Penalty: 4158.522949
	Iteration 7Q: 3 clusters Score -574210.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -574272.312500 Penalty: 4158.522949
	Iteration 8Q: 3 clusters Score -574272.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -574318.437500 Penalty: 4158.522949
	Iteration 9Q: 3 clusters Score -574318.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -574355.812500 Penalty: 4158.522949
	Iteration 10Q: 3 clusters Score -574355.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -574398.500000 Penalty: 4158.522949
	Iteration 11Q: 3 clusters Score -574398.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -574430.375000 Penalty: 4158.522949
	Iteration 12Q: 3 clusters Score -574430.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -574461.750000 Penalty: 4158.522949
	Iteration 13Q: 3 clusters Score -574461.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -574498.000000 Penalty: 4158.522949
	Iteration 14Q: 3 clusters Score -574498 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -574523.937500 Penalty: 4158.522949
	Iteration 15Q: 3 clusters Score -574523.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -574550.687500 Penalty: 4158.522949
	Iteration 16Q: 3 clusters Score -574550.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -574569.375000 Penalty: 4158.522949
	Iteration 17Q: 3 clusters Score -574569.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -574590.812500 Penalty: 4158.522949
	Iteration 18Q: 3 clusters Score -574590.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -574614.312500 Penalty: 4158.522949
	Iteration 19Q: 3 clusters Score -574614.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -574643.125000 Penalty: 4158.522949
	Iteration 20F: 3 clusters Score -574643.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -574665.375000 Penalty: 4158.522949
	Iteration 21Q: 3 clusters Score -574665.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -574689.750000 Penalty: 4158.522949
	Iteration 22Q: 3 clusters Score -574689.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -574716.125000 Penalty: 4158.522949
	Iteration 23Q: 3 clusters Score -574716.1 nChanged 60
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: -574746.000000 Penalty: 4158.522949
	Iteration 24Q: 3 clusters Score -574746 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -574773.562500 Penalty: 4158.522949
	Iteration 25Q: 3 clusters Score -574773.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -574798.125000 Penalty: 4158.522949
	Iteration 26Q: 3 clusters Score -574798.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -574814.062500 Penalty: 4158.522949
	Iteration 27Q: 3 clusters Score -574814.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -574825.625000 Penalty: 4158.522949
	Iteration 28Q: 3 clusters Score -574825.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -574838.250000 Penalty: 4158.522949
	Iteration 29Q: 3 clusters Score -574838.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -574849.500000 Penalty: 4158.522949
	Iteration 30Q: 3 clusters Score -574849.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -574863.875000 Penalty: 4158.522949
	Iteration 31Q: 3 clusters Score -574863.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -574878.500000 Penalty: 4158.522949
	Iteration 32Q: 3 clusters Score -574878.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -574892.062500 Penalty: 4158.522949
	Iteration 33Q: 3 clusters Score -574892.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -574905.250000 Penalty: 4158.522949
	Iteration 34Q: 3 clusters Score -574905.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -574918.000000 Penalty: 4158.522949
	Iteration 35Q: 3 clusters Score -574918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -574935.375000 Penalty: 4158.522949
	Iteration 36Q: 3 clusters Score -574935.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -574955.062500 Penalty: 4158.522949
	Iteration 37Q: 3 clusters Score -574955.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -574973.000000 Penalty: 4158.522949
	Iteration 38Q: 3 clusters Score -574973 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -574990.875000 Penalty: 4158.522949
	Iteration 39Q: 3 clusters Score -574990.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -575007.875000 Penalty: 4158.522949
	Iteration 40F: 3 clusters Score -575007.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -575025.437500 Penalty: 4158.522949
	Iteration 41Q: 3 clusters Score -575025.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -575037.187500 Penalty: 4158.522949
	Iteration 42Q: 3 clusters Score -575037.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -575049.562500 Penalty: 4158.522949
	Iteration 43Q: 3 clusters Score -575049.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -575061.062500 Penalty: 4158.522949
	Iteration 44Q: 3 clusters Score -575061.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -575075.625000 Penalty: 4158.522949
	Iteration 45Q: 3 clusters Score -575075.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -575094.375000 Penalty: 4158.522949
	Iteration 46Q: 3 clusters Score -575094.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -575112.125000 Penalty: 4158.522949
	Iteration 47Q: 3 clusters Score -575112.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -575122.375000 Penalty: 4158.522949
	Iteration 48Q: 3 clusters Score -575122.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -575133.062500 Penalty: 4158.522949
	Iteration 49Q: 3 clusters Score -575133.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -575142.125000 Penalty: 4158.522949
	Iteration 50Q: 3 clusters Score -575142.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -575151.562500 Penalty: 4158.522949
	Iteration 51Q: 3 clusters Score -575151.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -575158.062500 Penalty: 4158.522949
	Iteration 52Q: 3 clusters Score -575158.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -575167.062500 Penalty: 4158.522949
	Iteration 53Q: 3 clusters Score -575167.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -575174.500000 Penalty: 4158.522949
	Iteration 54Q: 3 clusters Score -575174.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -575178.750000 Penalty: 4158.522949
	Iteration 55Q: 3 clusters Score -575178.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -575182.937500 Penalty: 4158.522949
	Iteration 56Q: 3 clusters Score -575182.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -575186.187500 Penalty: 4158.522949
	Iteration 57Q: 3 clusters Score -575186.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -575188.875000 Penalty: 4158.522949
	Iteration 58Q: 3 clusters Score -575188.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -575189.875000 Penalty: 4158.522949
	Iteration 59Q: 3 clusters Score -575189.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -575192.875000 Penalty: 4158.522949
	Iteration 60F: 3 clusters Score -575192.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -575196.562500 Penalty: 4158.522949
	Iteration 61Q: 3 clusters Score -575196.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -575201.250000 Penalty: 4158.522949
	Iteration 62Q: 3 clusters Score -575201.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -575203.500000 Penalty: 4158.522949
	Iteration 63Q: 3 clusters Score -575203.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -575208.312500 Penalty: 4158.522949
	Iteration 64Q: 3 clusters Score -575208.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -575211.875000 Penalty: 4158.522949
	Iteration 65Q: 3 clusters Score -575211.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -575216.125000 Penalty: 4158.522949
	Iteration 66Q: 3 clusters Score -575216.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -575217.062500 Penalty: 4158.522949
	Iteration 67Q: 3 clusters Score -575217.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -575219.250000 Penalty: 4158.522949
	Iteration 68Q: 3 clusters Score -575219.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -575221.125000 Penalty: 4158.522949
	Iteration 69Q: 3 clusters Score -575221.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -575223.875000 Penalty: 4158.522949
	Iteration 70Q: 3 clusters Score -575223.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -575227.125000 Penalty: 4158.522949
	Iteration 71Q: 3 clusters Score -575227.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -575228.937500 Penalty: 4158.522949
	Iteration 72Q: 3 clusters Score -575228.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -575231.875000 Penalty: 4158.522949
	Iteration 73Q: 3 clusters Score -575231.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -575232.687500 Penalty: 4158.522949
	Iteration 74Q: 3 clusters Score -575232.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -575234.062500 Penalty: 4158.522949
	Iteration 75Q: 3 clusters Score -575234.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -575235.562500 Penalty: 4158.522949
	Iteration 76Q: 3 clusters Score -575235.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -575237.000000 Penalty: 4158.522949
	Iteration 77Q: 3 clusters Score -575237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -575237.937500 Penalty: 4158.522949
	Iteration 78Q: 3 clusters Score -575237.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -575238.687500 Penalty: 4158.522949
	Iteration 79Q: 3 clusters Score -575238.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -575239.812500 Penalty: 4158.522949
	Iteration 80F: 3 clusters Score -575239.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (153809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153809 members 
Entering Unmasked Estep 
Score: -20434998.000000 Penalty: 2961.979736
	Iteration 0F: 2 clusters Score -2.0435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76831 members 
Mstep: Class 2 contains 76978 members 
Entering Unmasked Estep 
Score: -20332782.000000 Penalty: 5923.959473
	Iteration 0F: 3 clusters Score -2.033278e+07 nChanged 73733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75652 members 
Mstep: Class 2 contains 78157 members 
Entering Unmasked Estep 
Score: -20375718.000000 Penalty: 5923.959473
	Iteration 1F: 3 clusters Score -2.037572e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75644 members 
Mstep: Class 2 contains 78165 members 
Entering Unmasked Estep 
Score: -20376844.000000 Penalty: 5923.959473
	Iteration 2Q: 3 clusters Score -2.037684e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75749 members 
Mstep: Class 2 contains 78060 members 
Entering Unmasked Estep 
Score: -20378452.000000 Penalty: 5923.959473
	Iteration 3Q: 3 clusters Score -2.037845e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76115 members 
Mstep: Class 2 contains 77694 members 
Entering Unmasked Estep 
Score: -20380604.000000 Penalty: 5923.959473
	Iteration 4Q: 3 clusters Score -2.03806e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 76884 members 
Entering Unmasked Estep 
Score: -20383218.000000 Penalty: 5923.959473
	Iteration 5Q: 3 clusters Score -2.038322e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78356 members 
Mstep: Class 2 contains 75453 members 
Entering Unmasked Estep 
Score: -20386792.000000 Penalty: 5923.959473
	Iteration 6Q: 3 clusters Score -2.038679e+07 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80344 members 
Mstep: Class 2 contains 73465 members 
Entering Unmasked Estep 
Score: -20390850.000000 Penalty: 5923.959473
	Iteration 7F: 3 clusters Score -2.039085e+07 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82959 members 
Mstep: Class 2 contains 70850 members 
Entering Unmasked Estep 
Score: -20395502.000000 Penalty: 5923.959473
	Iteration 8F: 3 clusters Score -2.03955e+07 nChanged 8793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86100 members 
Mstep: Class 2 contains 67709 members 
Entering Unmasked Estep 
Score: -20400432.000000 Penalty: 5923.959473
	Iteration 9F: 3 clusters Score -2.040043e+07 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89803 members 
Mstep: Class 2 contains 64006 members 
Entering Unmasked Estep 
Score: -20406168.000000 Penalty: 5923.959473
	Iteration 10F: 3 clusters Score -2.040617e+07 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93680 members 
Mstep: Class 2 contains 60129 members 
Entering Unmasked Estep 
Score: -20412220.000000 Penalty: 5923.959473
	Iteration 11F: 3 clusters Score -2.041222e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97000 members 
Mstep: Class 2 contains 56809 members 
Entering Unmasked Estep 
Score: -20415764.000000 Penalty: 5923.959473
	Iteration 12Q: 3 clusters Score -2.041576e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99720 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -20417534.000000 Penalty: 5923.959473
	Iteration 13Q: 3 clusters Score -2.041753e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102201 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -20418462.000000 Penalty: 5923.959473
	Iteration 14Q: 3 clusters Score -2.041846e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104633 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -20419216.000000 Penalty: 5923.959473
	Iteration 15Q: 3 clusters Score -2.041922e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107146 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -20420140.000000 Penalty: 5923.959473
	Iteration 16Q: 3 clusters Score -2.042014e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109763 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -20420996.000000 Penalty: 5923.959473
	Iteration 17Q: 3 clusters Score -2.0421e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112447 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -20421872.000000 Penalty: 5923.959473
	Iteration 18Q: 3 clusters Score -2.042187e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115135 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -20422774.000000 Penalty: 5923.959473
	Iteration 19Q: 3 clusters Score -2.042277e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117831 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -20423918.000000 Penalty: 5923.959473
	Iteration 20F: 3 clusters Score -2.042392e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120433 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -20424826.000000 Penalty: 5923.959473
	Iteration 21Q: 3 clusters Score -2.042483e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123062 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -20425632.000000 Penalty: 5923.959473
	Iteration 22Q: 3 clusters Score -2.042563e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125686 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -20426612.000000 Penalty: 5923.959473
	Iteration 23Q: 3 clusters Score -2.042661e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128092 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -20427430.000000 Penalty: 5923.959473
	Iteration 24Q: 3 clusters Score -2.042743e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130356 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -20428266.000000 Penalty: 5923.959473
	Iteration 25Q: 3 clusters Score -2.042827e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132504 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -20428978.000000 Penalty: 5923.959473
	Iteration 26Q: 3 clusters Score -2.042898e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134441 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -20429624.000000 Penalty: 5923.959473
	Iteration 27Q: 3 clusters Score -2.042962e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136260 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -20430138.000000 Penalty: 5923.959473
	Iteration 28Q: 3 clusters Score -2.043014e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137962 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -20430736.000000 Penalty: 5923.959473
	Iteration 29Q: 3 clusters Score -2.043074e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139584 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -20431154.000000 Penalty: 5923.959473
	Iteration 30Q: 3 clusters Score -2.043115e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141052 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -20431722.000000 Penalty: 5923.959473
	Iteration 31Q: 3 clusters Score -2.043172e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142411 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -20432248.000000 Penalty: 5923.959473
	Iteration 32Q: 3 clusters Score -2.043225e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143554 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -20432464.000000 Penalty: 5923.959473
	Iteration 33Q: 3 clusters Score -2.043246e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144567 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -20432784.000000 Penalty: 5923.959473
	Iteration 34Q: 3 clusters Score -2.043278e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145384 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -20433014.000000 Penalty: 5923.959473
	Iteration 35Q: 3 clusters Score -2.043301e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146052 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -20433182.000000 Penalty: 5923.959473
	Iteration 36Q: 3 clusters Score -2.043318e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146680 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -20433404.000000 Penalty: 5923.959473
	Iteration 37Q: 3 clusters Score -2.04334e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147231 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -20433496.000000 Penalty: 5923.959473
	Iteration 38Q: 3 clusters Score -2.04335e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147691 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -20433596.000000 Penalty: 5923.959473
	Iteration 39Q: 3 clusters Score -2.04336e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148051 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -20433644.000000 Penalty: 5923.959473
	Iteration 40F: 3 clusters Score -2.043364e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148363 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -20433692.000000 Penalty: 5923.959473
	Iteration 41Q: 3 clusters Score -2.043369e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148652 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -20433750.000000 Penalty: 5923.959473
	Iteration 42Q: 3 clusters Score -2.043375e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148901 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -20433820.000000 Penalty: 5923.959473
	Iteration 43Q: 3 clusters Score -2.043382e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149105 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -20433844.000000 Penalty: 5923.959473
	Iteration 44Q: 3 clusters Score -2.043384e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149304 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -20433886.000000 Penalty: 5923.959473
	Iteration 45Q: 3 clusters Score -2.043389e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149480 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -20433906.000000 Penalty: 5923.959473
	Iteration 46Q: 3 clusters Score -2.043391e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149629 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -20433968.000000 Penalty: 5923.959473
	Iteration 47Q: 3 clusters Score -2.043397e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149757 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -20434000.000000 Penalty: 5923.959473
	Iteration 48Q: 3 clusters Score -2.0434e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149871 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -20433974.000000 Penalty: 5923.959473
	Iteration 49Q: 3 clusters Score -2.043397e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149962 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -20433950.000000 Penalty: 5923.959473
	Iteration 50Q: 3 clusters Score -2.043395e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150027 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -20433974.000000 Penalty: 5923.959473
	Iteration 51Q: 3 clusters Score -2.043397e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150082 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -20433958.000000 Penalty: 5923.959473
	Iteration 52Q: 3 clusters Score -2.043396e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150124 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -20433966.000000 Penalty: 5923.959473
	Iteration 53Q: 3 clusters Score -2.043397e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150167 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -20433974.000000 Penalty: 5923.959473
	Iteration 54Q: 3 clusters Score -2.043397e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150204 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -20433994.000000 Penalty: 5923.959473
	Iteration 55Q: 3 clusters Score -2.043399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150225 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -20433972.000000 Penalty: 5923.959473
	Iteration 56Q: 3 clusters Score -2.043397e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150244 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -20433950.000000 Penalty: 5923.959473
	Iteration 57Q: 3 clusters Score -2.043395e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150263 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -20433968.000000 Penalty: 5923.959473
	Iteration 58Q: 3 clusters Score -2.043397e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150288 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -20433974.000000 Penalty: 5923.959473
	Iteration 59Q: 3 clusters Score -2.043397e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150305 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -20433976.000000 Penalty: 5923.959473
	Iteration 60F: 3 clusters Score -2.043398e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150326 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -20433982.000000 Penalty: 5923.959473
	Iteration 61Q: 3 clusters Score -2.043398e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150352 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -20433972.000000 Penalty: 5923.959473
	Iteration 62Q: 3 clusters Score -2.043397e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150379 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -20433982.000000 Penalty: 5923.959473
	Iteration 63Q: 3 clusters Score -2.043398e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150404 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -20433990.000000 Penalty: 5923.959473
	Iteration 64Q: 3 clusters Score -2.043399e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150427 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -20433990.000000 Penalty: 5923.959473
	Iteration 65Q: 3 clusters Score -2.043399e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150437 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -20433992.000000 Penalty: 5923.959473
	Iteration 66Q: 3 clusters Score -2.043399e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150445 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -20433994.000000 Penalty: 5923.959473
	Iteration 67Q: 3 clusters Score -2.043399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150451 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -20433994.000000 Penalty: 5923.959473
	Iteration 68Q: 3 clusters Score -2.043399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150456 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -20433988.000000 Penalty: 5923.959473
	Iteration 69Q: 3 clusters Score -2.043399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150458 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -20433988.000000 Penalty: 5923.959473
	Iteration 70Q: 3 clusters Score -2.043399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150460 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -20433992.000000 Penalty: 5923.959473
	Iteration 71Q: 3 clusters Score -2.043399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150462 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -20433984.000000 Penalty: 5923.959473
	Iteration 72Q: 3 clusters Score -2.043398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150462 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -20433994.000000 Penalty: 5923.959473
	Iteration 73Q: 3 clusters Score -2.043399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150461 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -20433994.000000 Penalty: 5923.959473
	Iteration 74Q: 3 clusters Score -2.043399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150461 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -20433994.000000 Penalty: 5923.959473
	Iteration 75F: 3 clusters Score -2.043399e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (66818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66818 members 
Entering Unmasked Estep 
Score: -8991110.000000 Penalty: 2755.212402
	Iteration 0F: 2 clusters Score -8991110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -8946277.000000 Penalty: 5510.424805
	Iteration 0F: 3 clusters Score -8946277 nChanged 31228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -8963857.000000 Penalty: 5510.424805
	Iteration 1F: 3 clusters Score -8963857 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -8964527.000000 Penalty: 5510.424805
	Iteration 2Q: 3 clusters Score -8964527 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -8965190.000000 Penalty: 5510.424805
	Iteration 3Q: 3 clusters Score -8965190 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -8966142.000000 Penalty: 5510.424805
	Iteration 4Q: 3 clusters Score -8966142 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -8967388.000000 Penalty: 5510.424805
	Iteration 5Q: 3 clusters Score -8967388 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -8969319.000000 Penalty: 5510.424805
	Iteration 6F: 3 clusters Score -8969319 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -8972277.000000 Penalty: 5510.424805
	Iteration 7F: 3 clusters Score -8972277 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -8976378.000000 Penalty: 5510.424805
	Iteration 8F: 3 clusters Score -8976378 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -8979888.000000 Penalty: 5510.424805
	Iteration 9F: 3 clusters Score -8979888 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -8981714.000000 Penalty: 5510.424805
	Iteration 10Q: 3 clusters Score -8981714 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -8982517.000000 Penalty: 5510.424805
	Iteration 11Q: 3 clusters Score -8982517 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -8983131.000000 Penalty: 5510.424805
	Iteration 12Q: 3 clusters Score -8983131 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -8983667.000000 Penalty: 5510.424805
	Iteration 13Q: 3 clusters Score -8983667 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -8984185.000000 Penalty: 5510.424805
	Iteration 14Q: 3 clusters Score -8984185 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -8984607.000000 Penalty: 5510.424805
	Iteration 15Q: 3 clusters Score -8984607 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
Score: -8984946.000000 Penalty: 5510.424805
	Iteration 16Q: 3 clusters Score -8984946 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -8985264.000000 Penalty: 5510.424805
	Iteration 17Q: 3 clusters Score -8985264 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 51943 members 
Entering Unmasked Estep 
Score: -8985539.000000 Penalty: 5510.424805
	Iteration 18Q: 3 clusters Score -8985539 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 52699 members 
Entering Unmasked Estep 
Score: -8985753.000000 Penalty: 5510.424805
	Iteration 19Q: 3 clusters Score -8985753 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -8985968.000000 Penalty: 5510.424805
	Iteration 20F: 3 clusters Score -8985968 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -8986170.000000 Penalty: 5510.424805
	Iteration 21Q: 3 clusters Score -8986170 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 54774 members 
Entering Unmasked Estep 
Score: -8986367.000000 Penalty: 5510.424805
	Iteration 22Q: 3 clusters Score -8986367 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 55406 members 
Entering Unmasked Estep 
Score: -8986554.000000 Penalty: 5510.424805
	Iteration 23Q: 3 clusters Score -8986554 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 56049 members 
Entering Unmasked Estep 
Score: -8986749.000000 Penalty: 5510.424805
	Iteration 24Q: 3 clusters Score -8986749 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 56666 members 
Entering Unmasked Estep 
Score: -8986944.000000 Penalty: 5510.424805
	Iteration 25Q: 3 clusters Score -8986944 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -8987107.000000 Penalty: 5510.424805
	Iteration 26Q: 3 clusters Score -8987107 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 57878 members 
Entering Unmasked Estep 
Score: -8987236.000000 Penalty: 5510.424805
	Iteration 27Q: 3 clusters Score -8987236 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 58463 members 
Entering Unmasked Estep 
Score: -8987433.000000 Penalty: 5510.424805
	Iteration 28Q: 3 clusters Score -8987433 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -8987592.000000 Penalty: 5510.424805
	Iteration 29Q: 3 clusters Score -8987592 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 59511 members 
Entering Unmasked Estep 
Score: -8987753.000000 Penalty: 5510.424805
	Iteration 30Q: 3 clusters Score -8987753 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 59975 members 
Entering Unmasked Estep 
Score: -8987899.000000 Penalty: 5510.424805
	Iteration 31Q: 3 clusters Score -8987899 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 60382 members 
Entering Unmasked Estep 
Score: -8988041.000000 Penalty: 5510.424805
	Iteration 32Q: 3 clusters Score -8988041 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -8988158.000000 Penalty: 5510.424805
	Iteration 33Q: 3 clusters Score -8988158 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 61156 members 
Entering Unmasked Estep 
Score: -8988282.000000 Penalty: 5510.424805
	Iteration 34Q: 3 clusters Score -8988282 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -8988351.000000 Penalty: 5510.424805
	Iteration 35Q: 3 clusters Score -8988351 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 61795 members 
Entering Unmasked Estep 
Score: -8988427.000000 Penalty: 5510.424805
	Iteration 36Q: 3 clusters Score -8988427 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 62088 members 
Entering Unmasked Estep 
Score: -8988504.000000 Penalty: 5510.424805
	Iteration 37Q: 3 clusters Score -8988504 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -8988592.000000 Penalty: 5510.424805
	Iteration 38Q: 3 clusters Score -8988592 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 62614 members 
Entering Unmasked Estep 
Score: -8988672.000000 Penalty: 5510.424805
	Iteration 39Q: 3 clusters Score -8988672 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 62848 members 
Entering Unmasked Estep 
Score: -8988748.000000 Penalty: 5510.424805
	Iteration 40F: 3 clusters Score -8988748 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 63074 members 
Entering Unmasked Estep 
Score: -8988791.000000 Penalty: 5510.424805
	Iteration 41Q: 3 clusters Score -8988791 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -8988874.000000 Penalty: 5510.424805
	Iteration 42Q: 3 clusters Score -8988874 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 63438 members 
Entering Unmasked Estep 
Score: -8988894.000000 Penalty: 5510.424805
	Iteration 43Q: 3 clusters Score -8988894 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 63611 members 
Entering Unmasked Estep 
Score: -8988951.000000 Penalty: 5510.424805
	Iteration 44Q: 3 clusters Score -8988951 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 63758 members 
Entering Unmasked Estep 
Score: -8988980.000000 Penalty: 5510.424805
	Iteration 45Q: 3 clusters Score -8988980 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 63907 members 
Entering Unmasked Estep 
Score: -8988998.000000 Penalty: 5510.424805
	Iteration 46Q: 3 clusters Score -8988998 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 64044 members 
Entering Unmasked Estep 
Score: -8989036.000000 Penalty: 5510.424805
	Iteration 47Q: 3 clusters Score -8989036 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 64136 members 
Entering Unmasked Estep 
Score: -8989061.000000 Penalty: 5510.424805
	Iteration 48Q: 3 clusters Score -8989061 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 64212 members 
Entering Unmasked Estep 
Score: -8989077.000000 Penalty: 5510.424805
	Iteration 49Q: 3 clusters Score -8989077 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 64281 members 
Entering Unmasked Estep 
Score: -8989082.000000 Penalty: 5510.424805
	Iteration 50Q: 3 clusters Score -8989082 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 64340 members 
Entering Unmasked Estep 
Score: -8989097.000000 Penalty: 5510.424805
	Iteration 51Q: 3 clusters Score -8989097 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 64398 members 
Entering Unmasked Estep 
Score: -8989109.000000 Penalty: 5510.424805
	Iteration 52Q: 3 clusters Score -8989109 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 64454 members 
Entering Unmasked Estep 
Score: -8989101.000000 Penalty: 5510.424805
	Iteration 53Q: 3 clusters Score -8989101 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 64500 members 
Entering Unmasked Estep 
Score: -8989095.000000 Penalty: 5510.424805
	Iteration 54Q: 3 clusters Score -8989095 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 64537 members 
Entering Unmasked Estep 
Score: -8989101.000000 Penalty: 5510.424805
	Iteration 55Q: 3 clusters Score -8989101 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 64572 members 
Entering Unmasked Estep 
Score: -8989107.000000 Penalty: 5510.424805
	Iteration 56Q: 3 clusters Score -8989107 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 64604 members 
Entering Unmasked Estep 
Score: -8989122.000000 Penalty: 5510.424805
	Iteration 57Q: 3 clusters Score -8989122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 64628 members 
Entering Unmasked Estep 
Score: -8989110.000000 Penalty: 5510.424805
	Iteration 58Q: 3 clusters Score -8989110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 64642 members 
Entering Unmasked Estep 
Score: -8989114.000000 Penalty: 5510.424805
	Iteration 59Q: 3 clusters Score -8989114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 64654 members 
Entering Unmasked Estep 
Score: -8989124.000000 Penalty: 5510.424805
	Iteration 60F: 3 clusters Score -8989124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 64667 members 
Entering Unmasked Estep 
Score: -8989117.000000 Penalty: 5510.424805
	Iteration 61Q: 3 clusters Score -8989117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 64672 members 
Entering Unmasked Estep 
Score: -8989109.000000 Penalty: 5510.424805
	Iteration 62Q: 3 clusters Score -8989109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 64680 members 
Entering Unmasked Estep 
Score: -8989111.000000 Penalty: 5510.424805
	Iteration 63Q: 3 clusters Score -8989111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 64690 members 
Entering Unmasked Estep 
Score: -8989122.000000 Penalty: 5510.424805
	Iteration 64Q: 3 clusters Score -8989122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 64701 members 
Entering Unmasked Estep 
Score: -8989133.000000 Penalty: 5510.424805
	Iteration 65Q: 3 clusters Score -8989133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
Score: -8989124.000000 Penalty: 5510.424805
	Iteration 66Q: 3 clusters Score -8989124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 64722 members 
Entering Unmasked Estep 
Score: -8989123.000000 Penalty: 5510.424805
	Iteration 67Q: 3 clusters Score -8989123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 64726 members 
Entering Unmasked Estep 
Score: -8989133.000000 Penalty: 5510.424805
	Iteration 68Q: 3 clusters Score -8989133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 64732 members 
Entering Unmasked Estep 
Score: -8989133.000000 Penalty: 5510.424805
	Iteration 69Q: 3 clusters Score -8989133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 64735 members 
Entering Unmasked Estep 
Score: -8989123.000000 Penalty: 5510.424805
	Iteration 70Q: 3 clusters Score -8989123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 64739 members 
Entering Unmasked Estep 
Score: -8989129.000000 Penalty: 5510.424805
	Iteration 71Q: 3 clusters Score -8989129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 64747 members 
Entering Unmasked Estep 
Score: -8989131.000000 Penalty: 5510.424805
	Iteration 72Q: 3 clusters Score -8989131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 64756 members 
Entering Unmasked Estep 
Score: -8989143.000000 Penalty: 5510.424805
	Iteration 73Q: 3 clusters Score -8989143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -8989151.000000 Penalty: 5510.424805
	Iteration 74Q: 3 clusters Score -8989151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 64776 members 
Entering Unmasked Estep 
Score: -8989150.000000 Penalty: 5510.424805
	Iteration 75Q: 3 clusters Score -8989150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 64780 members 
Entering Unmasked Estep 
Score: -8989151.000000 Penalty: 5510.424805
	Iteration 76Q: 3 clusters Score -8989151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -8989150.000000 Penalty: 5510.424805
	Iteration 77Q: 3 clusters Score -8989150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 64787 members 
Entering Unmasked Estep 
Score: -8989145.000000 Penalty: 5510.424805
	Iteration 78Q: 3 clusters Score -8989145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 64794 members 
Entering Unmasked Estep 
Score: -8989145.000000 Penalty: 5510.424805
	Iteration 79Q: 3 clusters Score -8989145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 64798 members 
Entering Unmasked Estep 
Score: -8989157.000000 Penalty: 5510.424805
	Iteration 80F: 3 clusters Score -8989157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 64805 members 
Entering Unmasked Estep 
Score: -8989154.000000 Penalty: 5510.424805
	Iteration 81Q: 3 clusters Score -8989154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -8989157.000000 Penalty: 5510.424805
	Iteration 82Q: 3 clusters Score -8989157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 64812 members 
Entering Unmasked Estep 
Score: -8989160.000000 Penalty: 5510.424805
	Iteration 83Q: 3 clusters Score -8989160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
Score: -8989162.000000 Penalty: 5510.424805
	Iteration 84Q: 3 clusters Score -8989162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 64816 members 
Entering Unmasked Estep 
Score: -8989159.000000 Penalty: 5510.424805
	Iteration 85Q: 3 clusters Score -8989159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 64817 members 
Entering Unmasked Estep 
Score: -8989163.000000 Penalty: 5510.424805
	Iteration 86Q: 3 clusters Score -8989163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 64817 members 
Entering Unmasked Estep 
Score: -8989163.000000 Penalty: 5510.424805
	Iteration 87F: 3 clusters Score -8989163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (159874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159874 members 
Entering Unmasked Estep 
Score: -21204058.000000 Penalty: 2971.571045
	Iteration 0F: 2 clusters Score -2.120406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79998 members 
Mstep: Class 2 contains 79876 members 
Entering Unmasked Estep 
Score: -21098816.000000 Penalty: 5943.142090
	Iteration 0F: 3 clusters Score -2.109882e+07 nChanged 76627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82443 members 
Mstep: Class 2 contains 77431 members 
Entering Unmasked Estep 
Score: -21142968.000000 Penalty: 5943.142090
	Iteration 1F: 3 clusters Score -2.114297e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83833 members 
Mstep: Class 2 contains 76041 members 
Entering Unmasked Estep 
Score: -21143904.000000 Penalty: 5943.142090
	Iteration 2Q: 3 clusters Score -2.11439e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85776 members 
Mstep: Class 2 contains 74098 members 
Entering Unmasked Estep 
Score: -21145024.000000 Penalty: 5943.142090
	Iteration 3Q: 3 clusters Score -2.114502e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88650 members 
Mstep: Class 2 contains 71224 members 
Entering Unmasked Estep 
Score: -21146206.000000 Penalty: 5943.142090
	Iteration 4Q: 3 clusters Score -2.114621e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92981 members 
Mstep: Class 2 contains 66893 members 
Entering Unmasked Estep 
Score: -21148176.000000 Penalty: 5943.142090
	Iteration 5Q: 3 clusters Score -2.114818e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99245 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
Score: -21151556.000000 Penalty: 5943.142090
	Iteration 6Q: 3 clusters Score -2.115156e+07 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107864 members 
Mstep: Class 2 contains 52010 members 
Entering Unmasked Estep 
Score: -21157258.000000 Penalty: 5943.142090
	Iteration 7F: 3 clusters Score -2.115726e+07 nChanged 11185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118715 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -21165406.000000 Penalty: 5943.142090
	Iteration 8F: 3 clusters Score -2.116541e+07 nChanged 11802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130337 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -21175690.000000 Penalty: 5943.142090
	Iteration 9F: 3 clusters Score -2.117569e+07 nChanged 10492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140729 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -21185204.000000 Penalty: 5943.142090
	Iteration 10F: 3 clusters Score -2.11852e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148225 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -21192918.000000 Penalty: 5943.142090
	Iteration 11Q: 3 clusters Score -2.119292e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153330 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -21197404.000000 Penalty: 5943.142090
	Iteration 12Q: 3 clusters Score -2.11974e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156490 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -21199812.000000 Penalty: 5943.142090
	Iteration 13Q: 3 clusters Score -2.119981e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158132 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -21200848.000000 Penalty: 5943.142090
	Iteration 14Q: 3 clusters Score -2.120085e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158857 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -21201112.000000 Penalty: 5943.142090
	Iteration 15Q: 3 clusters Score -2.120111e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159191 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -21201270.000000 Penalty: 5943.142090
	Iteration 16Q: 3 clusters Score -2.120127e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159363 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -21201406.000000 Penalty: 5943.142090
	Iteration 17Q: 3 clusters Score -2.120141e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159431 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -21201432.000000 Penalty: 5943.142090
	Iteration 18Q: 3 clusters Score -2.120143e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159466 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -21201482.000000 Penalty: 5943.142090
	Iteration 19Q: 3 clusters Score -2.120148e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159485 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -21201500.000000 Penalty: 5943.142090
	Iteration 20F: 3 clusters Score -2.12015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159498 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -21201482.000000 Penalty: 5943.142090
	Iteration 21Q: 3 clusters Score -2.120148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159508 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -21201484.000000 Penalty: 5943.142090
	Iteration 22Q: 3 clusters Score -2.120148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159515 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -21201494.000000 Penalty: 5943.142090
	Iteration 23Q: 3 clusters Score -2.120149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159522 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -21201502.000000 Penalty: 5943.142090
	Iteration 24Q: 3 clusters Score -2.12015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159528 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -21201502.000000 Penalty: 5943.142090
	Iteration 25Q: 3 clusters Score -2.12015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159535 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -21201508.000000 Penalty: 5943.142090
	Iteration 26Q: 3 clusters Score -2.120151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159540 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -21201510.000000 Penalty: 5943.142090
	Iteration 27Q: 3 clusters Score -2.120151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159546 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -21201508.000000 Penalty: 5943.142090
	Iteration 28Q: 3 clusters Score -2.120151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159548 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -21201516.000000 Penalty: 5943.142090
	Iteration 29Q: 3 clusters Score -2.120152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159549 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -21201522.000000 Penalty: 5943.142090
	Iteration 30Q: 3 clusters Score -2.120152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159551 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -21201510.000000 Penalty: 5943.142090
	Iteration 31Q: 3 clusters Score -2.120151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159550 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -21201516.000000 Penalty: 5943.142090
	Iteration 32Q: 3 clusters Score -2.120152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159550 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -21201516.000000 Penalty: 5943.142090
	Iteration 33F: 3 clusters Score -2.120152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (88720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88720 members 
Entering Unmasked Estep 
Score: -11507735.000000 Penalty: 2825.523682
	Iteration 0F: 2 clusters Score -1.150774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -11448500.000000 Penalty: 5651.047363
	Iteration 0F: 3 clusters Score -1.14485e+07 nChanged 41584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -11472046.000000 Penalty: 5651.047363
	Iteration 1F: 3 clusters Score -1.147205e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -11473223.000000 Penalty: 5651.047363
	Iteration 2Q: 3 clusters Score -1.147322e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -11475001.000000 Penalty: 5651.047363
	Iteration 3Q: 3 clusters Score -1.1475e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -11477566.000000 Penalty: 5651.047363
	Iteration 4F: 3 clusters Score -1.147757e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59124 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -11481620.000000 Penalty: 5651.047363
	Iteration 5F: 3 clusters Score -1.148162e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64457 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -11486753.000000 Penalty: 5651.047363
	Iteration 6F: 3 clusters Score -1.148675e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69784 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -11491775.000000 Penalty: 5651.047363
	Iteration 7F: 3 clusters Score -1.149178e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74439 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -11495882.000000 Penalty: 5651.047363
	Iteration 8F: 3 clusters Score -1.149588e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78212 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -11498853.000000 Penalty: 5651.047363
	Iteration 9Q: 3 clusters Score -1.149885e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81200 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -11500993.000000 Penalty: 5651.047363
	Iteration 10Q: 3 clusters Score -1.150099e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83511 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -11502544.000000 Penalty: 5651.047363
	Iteration 11Q: 3 clusters Score -1.150254e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85211 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -11503681.000000 Penalty: 5651.047363
	Iteration 12Q: 3 clusters Score -1.150368e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86336 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -11504367.000000 Penalty: 5651.047363
	Iteration 13Q: 3 clusters Score -1.150437e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86998 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -11504789.000000 Penalty: 5651.047363
	Iteration 14Q: 3 clusters Score -1.150479e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87401 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -11504958.000000 Penalty: 5651.047363
	Iteration 15Q: 3 clusters Score -1.150496e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87633 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -11505062.000000 Penalty: 5651.047363
	Iteration 16Q: 3 clusters Score -1.150506e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87752 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -11505126.000000 Penalty: 5651.047363
	Iteration 17Q: 3 clusters Score -1.150513e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87838 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -11505180.000000 Penalty: 5651.047363
	Iteration 18Q: 3 clusters Score -1.150518e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87895 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -11505220.000000 Penalty: 5651.047363
	Iteration 19Q: 3 clusters Score -1.150522e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87933 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -11505245.000000 Penalty: 5651.047363
	Iteration 20F: 3 clusters Score -1.150524e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87964 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -11505256.000000 Penalty: 5651.047363
	Iteration 21Q: 3 clusters Score -1.150526e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87988 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -11505258.000000 Penalty: 5651.047363
	Iteration 22Q: 3 clusters Score -1.150526e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88009 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -11505260.000000 Penalty: 5651.047363
	Iteration 23Q: 3 clusters Score -1.150526e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88026 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -11505271.000000 Penalty: 5651.047363
	Iteration 24Q: 3 clusters Score -1.150527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88037 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -11505280.000000 Penalty: 5651.047363
	Iteration 25Q: 3 clusters Score -1.150528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88048 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -11505284.000000 Penalty: 5651.047363
	Iteration 26Q: 3 clusters Score -1.150528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88058 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -11505310.000000 Penalty: 5651.047363
	Iteration 27Q: 3 clusters Score -1.150531e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88070 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -11505318.000000 Penalty: 5651.047363
	Iteration 28Q: 3 clusters Score -1.150532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88076 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -11505320.000000 Penalty: 5651.047363
	Iteration 29Q: 3 clusters Score -1.150532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88080 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -11505321.000000 Penalty: 5651.047363
	Iteration 30Q: 3 clusters Score -1.150532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88085 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -11505329.000000 Penalty: 5651.047363
	Iteration 31Q: 3 clusters Score -1.150533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88085 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -11505326.000000 Penalty: 5651.047363
	Iteration 32Q: 3 clusters Score -1.150533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88088 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -11505341.000000 Penalty: 5651.047363
	Iteration 33Q: 3 clusters Score -1.150534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88094 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -11505341.000000 Penalty: 5651.047363
	Iteration 34Q: 3 clusters Score -1.150534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88103 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -11505338.000000 Penalty: 5651.047363
	Iteration 35Q: 3 clusters Score -1.150534e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88114 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -11505337.000000 Penalty: 5651.047363
	Iteration 36Q: 3 clusters Score -1.150534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88118 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -11505354.000000 Penalty: 5651.047363
	Iteration 37Q: 3 clusters Score -1.150535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88124 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -11505361.000000 Penalty: 5651.047363
	Iteration 38Q: 3 clusters Score -1.150536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88129 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -11505370.000000 Penalty: 5651.047363
	Iteration 39Q: 3 clusters Score -1.150537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88132 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -11505365.000000 Penalty: 5651.047363
	Iteration 40F: 3 clusters Score -1.150536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88136 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -11505372.000000 Penalty: 5651.047363
	Iteration 41Q: 3 clusters Score -1.150537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88140 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -11505376.000000 Penalty: 5651.047363
	Iteration 42Q: 3 clusters Score -1.150538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88141 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -11505374.000000 Penalty: 5651.047363
	Iteration 43Q: 3 clusters Score -1.150537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88142 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -11505370.000000 Penalty: 5651.047363
	Iteration 44Q: 3 clusters Score -1.150537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88142 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -11505370.000000 Penalty: 5651.047363
	Iteration 45F: 3 clusters Score -1.150537e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Entering Unmasked Estep 
Score: -387952.156250 Penalty: 1978.025269
	Iteration 0F: 2 clusters Score -387952.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -384748.718750 Penalty: 3956.050537
	Iteration 0F: 3 clusters Score -384748.7 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -385391.593750 Penalty: 3956.050537
	Iteration 1F: 3 clusters Score -385391.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -385565.406250 Penalty: 3956.050537
	Iteration 2F: 3 clusters Score -385565.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -385686.562500 Penalty: 3956.050537
	Iteration 3F: 3 clusters Score -385686.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -385781.937500 Penalty: 3956.050537
	Iteration 4Q: 3 clusters Score -385781.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -385857.843750 Penalty: 3956.050537
	Iteration 5Q: 3 clusters Score -385857.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -385906.968750 Penalty: 3956.050537
	Iteration 6Q: 3 clusters Score -385907 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -385946.406250 Penalty: 3956.050537
	Iteration 7Q: 3 clusters Score -385946.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -385984.250000 Penalty: 3956.050537
	Iteration 8Q: 3 clusters Score -385984.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -386035.718750 Penalty: 3956.050537
	Iteration 9Q: 3 clusters Score -386035.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -386080.031250 Penalty: 3956.050537
	Iteration 10Q: 3 clusters Score -386080 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -386120.281250 Penalty: 3956.050537
	Iteration 11Q: 3 clusters Score -386120.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -386158.437500 Penalty: 3956.050537
	Iteration 12Q: 3 clusters Score -386158.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -386192.937500 Penalty: 3956.050537
	Iteration 13Q: 3 clusters Score -386192.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -386227.687500 Penalty: 3956.050537
	Iteration 14Q: 3 clusters Score -386227.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -386258.468750 Penalty: 3956.050537
	Iteration 15Q: 3 clusters Score -386258.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -386299.625000 Penalty: 3956.050537
	Iteration 16Q: 3 clusters Score -386299.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -386332.406250 Penalty: 3956.050537
	Iteration 17Q: 3 clusters Score -386332.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -386379.375000 Penalty: 3956.050537
	Iteration 18Q: 3 clusters Score -386379.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -386425.531250 Penalty: 3956.050537
	Iteration 19Q: 3 clusters Score -386425.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -386463.218750 Penalty: 3956.050537
	Iteration 20F: 3 clusters Score -386463.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -386511.812500 Penalty: 3956.050537
	Iteration 21Q: 3 clusters Score -386511.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -386570.250000 Penalty: 3956.050537
	Iteration 22Q: 3 clusters Score -386570.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -386647.218750 Penalty: 3956.050537
	Iteration 23Q: 3 clusters Score -386647.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -386747.625000 Penalty: 3956.050537
	Iteration 24Q: 3 clusters Score -386747.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -386860.531250 Penalty: 3956.050537
	Iteration 25Q: 3 clusters Score -386860.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -386976.593750 Penalty: 3956.050537
	Iteration 26Q: 3 clusters Score -386976.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -387090.531250 Penalty: 3956.050537
	Iteration 27Q: 3 clusters Score -387090.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -387179.593750 Penalty: 3956.050537
	Iteration 28Q: 3 clusters Score -387179.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -387266.843750 Penalty: 3956.050537
	Iteration 29Q: 3 clusters Score -387266.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -387337.375000 Penalty: 3956.050537
	Iteration 30Q: 3 clusters Score -387337.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -387396.968750 Penalty: 3956.050537
	Iteration 31Q: 3 clusters Score -387397 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -387460.656250 Penalty: 3956.050537
	Iteration 32Q: 3 clusters Score -387460.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -387562.031250 Penalty: 3956.050537
	Iteration 33Q: 3 clusters Score -387562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -387657.468750 Penalty: 3956.050537
	Iteration 34Q: 3 clusters Score -387657.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -387689.968750 Penalty: 3956.050537
	Iteration 35Q: 3 clusters Score -387690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -387695.312500 Penalty: 3956.050537
	Iteration 36Q: 3 clusters Score -387695.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -387698.187500 Penalty: 3956.050537
	Iteration 37Q: 3 clusters Score -387698.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -387699.187500 Penalty: 3956.050537
	Iteration 38Q: 3 clusters Score -387699.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -387700.281250 Penalty: 3956.050537
	Iteration 39Q: 3 clusters Score -387700.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -387700.281250 Penalty: 3956.050537
	Iteration 40F: 3 clusters Score -387700.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Entering Unmasked Estep 
Score: -932860.687500 Penalty: 2208.078857
	Iteration 0F: 2 clusters Score -932860.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -926857.312500 Penalty: 4416.157715
	Iteration 0F: 3 clusters Score -926857.3 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -928388.312500 Penalty: 4416.157715
	Iteration 1F: 3 clusters Score -928388.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -928683.750000 Penalty: 4416.157715
	Iteration 2F: 3 clusters Score -928683.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -928919.375000 Penalty: 4416.157715
	Iteration 3F: 3 clusters Score -928919.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -929205.062500 Penalty: 4416.157715
	Iteration 4Q: 3 clusters Score -929205.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -929570.625000 Penalty: 4416.157715
	Iteration 5F: 3 clusters Score -929570.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -929960.562500 Penalty: 4416.157715
	Iteration 6F: 3 clusters Score -929960.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -930340.687500 Penalty: 4416.157715
	Iteration 7F: 3 clusters Score -930340.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -930646.812500 Penalty: 4416.157715
	Iteration 8F: 3 clusters Score -930646.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -930888.687500 Penalty: 4416.157715
	Iteration 9Q: 3 clusters Score -930888.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -931060.812500 Penalty: 4416.157715
	Iteration 10Q: 3 clusters Score -931060.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -931184.562500 Penalty: 4416.157715
	Iteration 11Q: 3 clusters Score -931184.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -931255.437500 Penalty: 4416.157715
	Iteration 12Q: 3 clusters Score -931255.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -931296.750000 Penalty: 4416.157715
	Iteration 13Q: 3 clusters Score -931296.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -931329.687500 Penalty: 4416.157715
	Iteration 14Q: 3 clusters Score -931329.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -931349.687500 Penalty: 4416.157715
	Iteration 15Q: 3 clusters Score -931349.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -931371.562500 Penalty: 4416.157715
	Iteration 16Q: 3 clusters Score -931371.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -931385.937500 Penalty: 4416.157715
	Iteration 17Q: 3 clusters Score -931385.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -931403.000000 Penalty: 4416.157715
	Iteration 18Q: 3 clusters Score -931403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -931417.312500 Penalty: 4416.157715
	Iteration 19Q: 3 clusters Score -931417.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -931427.437500 Penalty: 4416.157715
	Iteration 20F: 3 clusters Score -931427.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -931433.937500 Penalty: 4416.157715
	Iteration 21Q: 3 clusters Score -931433.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -931443.750000 Penalty: 4416.157715
	Iteration 22Q: 3 clusters Score -931443.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -931451.250000 Penalty: 4416.157715
	Iteration 23Q: 3 clusters Score -931451.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -931458.125000 Penalty: 4416.157715
	Iteration 24Q: 3 clusters Score -931458.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -931461.562500 Penalty: 4416.157715
	Iteration 25Q: 3 clusters Score -931461.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -931464.687500 Penalty: 4416.157715
	Iteration 26Q: 3 clusters Score -931464.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -931466.812500 Penalty: 4416.157715
	Iteration 27Q: 3 clusters Score -931466.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -931470.750000 Penalty: 4416.157715
	Iteration 28Q: 3 clusters Score -931470.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -931478.250000 Penalty: 4416.157715
	Iteration 29Q: 3 clusters Score -931478.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -931481.250000 Penalty: 4416.157715
	Iteration 30Q: 3 clusters Score -931481.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -931487.250000 Penalty: 4416.157715
	Iteration 31Q: 3 clusters Score -931487.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -931490.750000 Penalty: 4416.157715
	Iteration 32Q: 3 clusters Score -931490.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -931495.250000 Penalty: 4416.157715
	Iteration 33Q: 3 clusters Score -931495.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -931497.062500 Penalty: 4416.157715
	Iteration 34Q: 3 clusters Score -931497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -931497.062500 Penalty: 4416.157715
	Iteration 35Q: 3 clusters Score -931497.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -931499.125000 Penalty: 4416.157715
	Iteration 36Q: 3 clusters Score -931499.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -931499.000000 Penalty: 4416.157715
	Iteration 37Q: 3 clusters Score -931499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -931499.437500 Penalty: 4416.157715
	Iteration 38Q: 3 clusters Score -931499.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -931498.125000 Penalty: 4416.157715
	Iteration 39Q: 3 clusters Score -931498.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -931500.687500 Penalty: 4416.157715
	Iteration 40F: 3 clusters Score -931500.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -931501.187500 Penalty: 4416.157715
	Iteration 41Q: 3 clusters Score -931501.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -931500.937500 Penalty: 4416.157715
	Iteration 42Q: 3 clusters Score -931500.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -931503.062500 Penalty: 4416.157715
	Iteration 43Q: 3 clusters Score -931503.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -931504.937500 Penalty: 4416.157715
	Iteration 44Q: 3 clusters Score -931504.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -931506.937500 Penalty: 4416.157715
	Iteration 45Q: 3 clusters Score -931506.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -931507.000000 Penalty: 4416.157715
	Iteration 46Q: 3 clusters Score -931507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -931508.812500 Penalty: 4416.157715
	Iteration 47Q: 3 clusters Score -931508.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -931510.875000 Penalty: 4416.157715
	Iteration 48Q: 3 clusters Score -931510.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -931514.625000 Penalty: 4416.157715
	Iteration 49Q: 3 clusters Score -931514.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -931520.750000 Penalty: 4416.157715
	Iteration 50Q: 3 clusters Score -931520.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -931522.875000 Penalty: 4416.157715
	Iteration 51Q: 3 clusters Score -931522.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -931526.500000 Penalty: 4416.157715
	Iteration 52Q: 3 clusters Score -931526.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -931527.562500 Penalty: 4416.157715
	Iteration 53Q: 3 clusters Score -931527.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -931528.625000 Penalty: 4416.157715
	Iteration 54Q: 3 clusters Score -931528.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -931529.562500 Penalty: 4416.157715
	Iteration 55Q: 3 clusters Score -931529.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -931531.500000 Penalty: 4416.157715
	Iteration 56Q: 3 clusters Score -931531.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -931529.562500 Penalty: 4416.157715
	Iteration 57Q: 3 clusters Score -931529.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -931529.250000 Penalty: 4416.157715
	Iteration 58Q: 3 clusters Score -931529.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -931529.250000 Penalty: 4416.157715
	Iteration 59F: 3 clusters Score -931529.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Entering Unmasked Estep 
Score: -82806.039062 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -82806.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -81106.765625 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -81106.77 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -81332.500000 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -81332.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -81415.437500 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -81415.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81476.265625 Penalty: 3230.562256
	Iteration 3Q: 3 clusters Score -81476.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81522.414062 Penalty: 3230.562256
	Iteration 4Q: 3 clusters Score -81522.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -81558.898438 Penalty: 3230.562256
	Iteration 5Q: 3 clusters Score -81558.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -81590.968750 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -81590.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -81610.984375 Penalty: 3230.562256
	Iteration 7Q: 3 clusters Score -81610.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -81630.351562 Penalty: 3230.562256
	Iteration 8Q: 3 clusters Score -81630.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -81651.132812 Penalty: 3230.562256
	Iteration 9Q: 3 clusters Score -81651.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -81672.773438 Penalty: 3230.562256
	Iteration 10Q: 3 clusters Score -81672.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -81703.195312 Penalty: 3230.562256
	Iteration 11Q: 3 clusters Score -81703.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -81743.796875 Penalty: 3230.562256
	Iteration 12Q: 3 clusters Score -81743.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -81769.312500 Penalty: 3230.562256
	Iteration 13Q: 3 clusters Score -81769.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -81779.093750 Penalty: 3230.562256
	Iteration 14Q: 3 clusters Score -81779.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -81784.289062 Penalty: 3230.562256
	Iteration 15Q: 3 clusters Score -81784.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -81784.289062 Penalty: 3230.562256
	Iteration 16F: 3 clusters Score -81784.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (160378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160378 members 
Entering Unmasked Estep 
Score: -21479070.000000 Penalty: 2972.351562
	Iteration 0F: 2 clusters Score -2.147907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80528 members 
Mstep: Class 2 contains 79850 members 
Entering Unmasked Estep 
Score: -21373980.000000 Penalty: 5944.703125
	Iteration 0F: 3 clusters Score -2.137398e+07 nChanged 76951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86745 members 
Mstep: Class 2 contains 73633 members 
Entering Unmasked Estep 
Score: -21419248.000000 Penalty: 5944.703125
	Iteration 1F: 3 clusters Score -2.141925e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90764 members 
Mstep: Class 2 contains 69614 members 
Entering Unmasked Estep 
Score: -21420974.000000 Penalty: 5944.703125
	Iteration 2Q: 3 clusters Score -2.142097e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96869 members 
Mstep: Class 2 contains 63509 members 
Entering Unmasked Estep 
Score: -21423882.000000 Penalty: 5944.703125
	Iteration 3Q: 3 clusters Score -2.142388e+07 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105681 members 
Mstep: Class 2 contains 54697 members 
Entering Unmasked Estep 
Score: -21429042.000000 Penalty: 5944.703125
	Iteration 4F: 3 clusters Score -2.142904e+07 nChanged 12208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117403 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -21437318.000000 Penalty: 5944.703125
	Iteration 5F: 3 clusters Score -2.143732e+07 nChanged 13857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130982 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -21449106.000000 Penalty: 5944.703125
	Iteration 6F: 3 clusters Score -2.144911e+07 nChanged 12743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143575 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -21461862.000000 Penalty: 5944.703125
	Iteration 7F: 3 clusters Score -2.146186e+07 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152670 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -21471186.000000 Penalty: 5944.703125
	Iteration 8F: 3 clusters Score -2.147119e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157442 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -21475126.000000 Penalty: 5944.703125
	Iteration 9Q: 3 clusters Score -2.147513e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159189 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -21476148.000000 Penalty: 5944.703125
	Iteration 10Q: 3 clusters Score -2.147615e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159722 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -21476404.000000 Penalty: 5944.703125
	Iteration 11Q: 3 clusters Score -2.14764e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159896 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -21476534.000000 Penalty: 5944.703125
	Iteration 12Q: 3 clusters Score -2.147653e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159970 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -21476586.000000 Penalty: 5944.703125
	Iteration 13Q: 3 clusters Score -2.147659e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160011 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -21476610.000000 Penalty: 5944.703125
	Iteration 14Q: 3 clusters Score -2.147661e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160029 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -21476644.000000 Penalty: 5944.703125
	Iteration 15Q: 3 clusters Score -2.147664e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160039 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -21476650.000000 Penalty: 5944.703125
	Iteration 16Q: 3 clusters Score -2.147665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160047 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -21476664.000000 Penalty: 5944.703125
	Iteration 17Q: 3 clusters Score -2.147666e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160046 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -21476672.000000 Penalty: 5944.703125
	Iteration 18Q: 3 clusters Score -2.147667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160046 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -21476690.000000 Penalty: 5944.703125
	Iteration 19Q: 3 clusters Score -2.147669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160049 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -21476706.000000 Penalty: 5944.703125
	Iteration 20F: 3 clusters Score -2.147671e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160046 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -21476724.000000 Penalty: 5944.703125
	Iteration 21Q: 3 clusters Score -2.147672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160043 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -21476730.000000 Penalty: 5944.703125
	Iteration 22Q: 3 clusters Score -2.147673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160042 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -21476750.000000 Penalty: 5944.703125
	Iteration 23Q: 3 clusters Score -2.147675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160048 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -21476746.000000 Penalty: 5944.703125
	Iteration 24Q: 3 clusters Score -2.147675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160044 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -21476754.000000 Penalty: 5944.703125
	Iteration 25Q: 3 clusters Score -2.147675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160042 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -21476764.000000 Penalty: 5944.703125
	Iteration 26Q: 3 clusters Score -2.147676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160040 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -21476782.000000 Penalty: 5944.703125
	Iteration 27Q: 3 clusters Score -2.147678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160037 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -21476770.000000 Penalty: 5944.703125
	Iteration 28Q: 3 clusters Score -2.147677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160036 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -21476772.000000 Penalty: 5944.703125
	Iteration 29Q: 3 clusters Score -2.147677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160039 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -21476780.000000 Penalty: 5944.703125
	Iteration 30Q: 3 clusters Score -2.147678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160040 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -21476788.000000 Penalty: 5944.703125
	Iteration 31Q: 3 clusters Score -2.147679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160037 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -21476796.000000 Penalty: 5944.703125
	Iteration 32Q: 3 clusters Score -2.14768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160034 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -21476800.000000 Penalty: 5944.703125
	Iteration 33Q: 3 clusters Score -2.14768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160034 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -21476808.000000 Penalty: 5944.703125
	Iteration 34Q: 3 clusters Score -2.147681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160035 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -21476806.000000 Penalty: 5944.703125
	Iteration 35Q: 3 clusters Score -2.147681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160035 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -21476806.000000 Penalty: 5944.703125
	Iteration 36F: 3 clusters Score -2.147681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (149085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149085 members 
Entering Unmasked Estep 
Score: -19811424.000000 Penalty: 2954.243408
	Iteration 0F: 2 clusters Score -1.981142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74596 members 
Mstep: Class 2 contains 74489 members 
Entering Unmasked Estep 
Score: -19711878.000000 Penalty: 5908.486816
	Iteration 0F: 3 clusters Score -1.971188e+07 nChanged 71250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74308 members 
Mstep: Class 2 contains 74777 members 
Entering Unmasked Estep 
Score: -19752876.000000 Penalty: 5908.486816
	Iteration 1F: 3 clusters Score -1.975288e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73725 members 
Mstep: Class 2 contains 75360 members 
Entering Unmasked Estep 
Score: -19753660.000000 Penalty: 5908.486816
	Iteration 2Q: 3 clusters Score -1.975366e+07 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72583 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -19754952.000000 Penalty: 5908.486816
	Iteration 3Q: 3 clusters Score -1.975495e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70668 members 
Mstep: Class 2 contains 78417 members 
Entering Unmasked Estep 
Score: -19756846.000000 Penalty: 5908.486816
	Iteration 4Q: 3 clusters Score -1.975685e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67866 members 
Mstep: Class 2 contains 81219 members 
Entering Unmasked Estep 
Score: -19759694.000000 Penalty: 5908.486816
	Iteration 5Q: 3 clusters Score -1.975969e+07 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64291 members 
Mstep: Class 2 contains 84794 members 
Entering Unmasked Estep 
Score: -19763598.000000 Penalty: 5908.486816
	Iteration 6F: 3 clusters Score -1.97636e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60024 members 
Mstep: Class 2 contains 89061 members 
Entering Unmasked Estep 
Score: -19768102.000000 Penalty: 5908.486816
	Iteration 7F: 3 clusters Score -1.97681e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55499 members 
Mstep: Class 2 contains 93586 members 
Entering Unmasked Estep 
Score: -19772022.000000 Penalty: 5908.486816
	Iteration 8F: 3 clusters Score -1.977202e+07 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 98407 members 
Entering Unmasked Estep 
Score: -19775644.000000 Penalty: 5908.486816
	Iteration 9F: 3 clusters Score -1.977564e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 103604 members 
Entering Unmasked Estep 
Score: -19778814.000000 Penalty: 5908.486816
	Iteration 10Q: 3 clusters Score -1.977881e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 109497 members 
Entering Unmasked Estep 
Score: -19781798.000000 Penalty: 5908.486816
	Iteration 11Q: 3 clusters Score -1.97818e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 116170 members 
Entering Unmasked Estep 
Score: -19785662.000000 Penalty: 5908.486816
	Iteration 12Q: 3 clusters Score -1.978566e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 123344 members 
Entering Unmasked Estep 
Score: -19790062.000000 Penalty: 5908.486816
	Iteration 13Q: 3 clusters Score -1.979006e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 130619 members 
Entering Unmasked Estep 
Score: -19795148.000000 Penalty: 5908.486816
	Iteration 14Q: 3 clusters Score -1.979515e+07 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 137350 members 
Entering Unmasked Estep 
Score: -19800138.000000 Penalty: 5908.486816
	Iteration 15Q: 3 clusters Score -1.980014e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 142368 members 
Entering Unmasked Estep 
Score: -19804122.000000 Penalty: 5908.486816
	Iteration 16Q: 3 clusters Score -1.980412e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 145569 members 
Entering Unmasked Estep 
Score: -19806568.000000 Penalty: 5908.486816
	Iteration 17Q: 3 clusters Score -1.980657e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 147217 members 
Entering Unmasked Estep 
Score: -19807666.000000 Penalty: 5908.486816
	Iteration 18Q: 3 clusters Score -1.980767e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 147997 members 
Entering Unmasked Estep 
Score: -19808234.000000 Penalty: 5908.486816
	Iteration 19Q: 3 clusters Score -1.980823e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 148303 members 
Entering Unmasked Estep 
Score: -19808470.000000 Penalty: 5908.486816
	Iteration 20F: 3 clusters Score -1.980847e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 148457 members 
Entering Unmasked Estep 
Score: -19808626.000000 Penalty: 5908.486816
	Iteration 21Q: 3 clusters Score -1.980863e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 148526 members 
Entering Unmasked Estep 
Score: -19808726.000000 Penalty: 5908.486816
	Iteration 22Q: 3 clusters Score -1.980873e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 148564 members 
Entering Unmasked Estep 
Score: -19808726.000000 Penalty: 5908.486816
	Iteration 23Q: 3 clusters Score -1.980873e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 148590 members 
Entering Unmasked Estep 
Score: -19808772.000000 Penalty: 5908.486816
	Iteration 24Q: 3 clusters Score -1.980877e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 148611 members 
Entering Unmasked Estep 
Score: -19808798.000000 Penalty: 5908.486816
	Iteration 25Q: 3 clusters Score -1.98088e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 148624 members 
Entering Unmasked Estep 
Score: -19808800.000000 Penalty: 5908.486816
	Iteration 26Q: 3 clusters Score -1.98088e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 148642 members 
Entering Unmasked Estep 
Score: -19808814.000000 Penalty: 5908.486816
	Iteration 27Q: 3 clusters Score -1.980881e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 148649 members 
Entering Unmasked Estep 
Score: -19808822.000000 Penalty: 5908.486816
	Iteration 28Q: 3 clusters Score -1.980882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 148656 members 
Entering Unmasked Estep 
Score: -19808830.000000 Penalty: 5908.486816
	Iteration 29Q: 3 clusters Score -1.980883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 148659 members 
Entering Unmasked Estep 
Score: -19808828.000000 Penalty: 5908.486816
	Iteration 30Q: 3 clusters Score -1.980883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 148663 members 
Entering Unmasked Estep 
Score: -19808832.000000 Penalty: 5908.486816
	Iteration 31Q: 3 clusters Score -1.980883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 148664 members 
Entering Unmasked Estep 
Score: -19808834.000000 Penalty: 5908.486816
	Iteration 32Q: 3 clusters Score -1.980883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 148664 members 
Entering Unmasked Estep 
Score: -19808850.000000 Penalty: 5908.486816
	Iteration 33Q: 3 clusters Score -1.980885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 148667 members 
Entering Unmasked Estep 
Score: -19808860.000000 Penalty: 5908.486816
	Iteration 34Q: 3 clusters Score -1.980886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 148673 members 
Entering Unmasked Estep 
Score: -19808862.000000 Penalty: 5908.486816
	Iteration 35Q: 3 clusters Score -1.980886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 148670 members 
Entering Unmasked Estep 
Score: -19808858.000000 Penalty: 5908.486816
	Iteration 36Q: 3 clusters Score -1.980886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 148671 members 
Entering Unmasked Estep 
Score: -19808860.000000 Penalty: 5908.486816
	Iteration 37Q: 3 clusters Score -1.980886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 148672 members 
Entering Unmasked Estep 
Score: -19808852.000000 Penalty: 5908.486816
	Iteration 38Q: 3 clusters Score -1.980885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 148672 members 
Entering Unmasked Estep 
Score: -19808852.000000 Penalty: 5908.486816
	Iteration 39F: 3 clusters Score -1.980885e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Entering Unmasked Estep 
Score: -3145336.500000 Penalty: 2498.767334
	Iteration 0F: 2 clusters Score -3145336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -3128872.000000 Penalty: 4997.534668
	Iteration 0F: 3 clusters Score -3128872 nChanged 10575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -3134947.250000 Penalty: 4997.534668
	Iteration 1F: 3 clusters Score -3134947 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -3136016.000000 Penalty: 4997.534668
	Iteration 2F: 3 clusters Score -3136016 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -3137182.500000 Penalty: 4997.534668
	Iteration 3F: 3 clusters Score -3137182 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -3138310.000000 Penalty: 4997.534668
	Iteration 4F: 3 clusters Score -3138310 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -3139238.500000 Penalty: 4997.534668
	Iteration 5F: 3 clusters Score -3139238 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -3139991.500000 Penalty: 4997.534668
	Iteration 6F: 3 clusters Score -3139992 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -3140568.500000 Penalty: 4997.534668
	Iteration 7Q: 3 clusters Score -3140568 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3141110.250000 Penalty: 4997.534668
	Iteration 8Q: 3 clusters Score -3141110 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -3141578.750000 Penalty: 4997.534668
	Iteration 9Q: 3 clusters Score -3141579 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -3142042.500000 Penalty: 4997.534668
	Iteration 10Q: 3 clusters Score -3142042 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -3142363.750000 Penalty: 4997.534668
	Iteration 11Q: 3 clusters Score -3142364 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -3142570.250000 Penalty: 4997.534668
	Iteration 12Q: 3 clusters Score -3142570 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -3142748.000000 Penalty: 4997.534668
	Iteration 13Q: 3 clusters Score -3142748 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -3142849.750000 Penalty: 4997.534668
	Iteration 14Q: 3 clusters Score -3142850 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -3142964.750000 Penalty: 4997.534668
	Iteration 15Q: 3 clusters Score -3142965 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -3143079.750000 Penalty: 4997.534668
	Iteration 16Q: 3 clusters Score -3143080 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3143167.250000 Penalty: 4997.534668
	Iteration 17Q: 3 clusters Score -3143167 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -3143247.000000 Penalty: 4997.534668
	Iteration 18Q: 3 clusters Score -3143247 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -3143307.250000 Penalty: 4997.534668
	Iteration 19Q: 3 clusters Score -3143307 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3143363.750000 Penalty: 4997.534668
	Iteration 20F: 3 clusters Score -3143364 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -3143402.000000 Penalty: 4997.534668
	Iteration 21Q: 3 clusters Score -3143402 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -3143436.250000 Penalty: 4997.534668
	Iteration 22Q: 3 clusters Score -3143436 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -3143458.000000 Penalty: 4997.534668
	Iteration 23Q: 3 clusters Score -3143458 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3143464.000000 Penalty: 4997.534668
	Iteration 24Q: 3 clusters Score -3143464 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -3143487.500000 Penalty: 4997.534668
	Iteration 25Q: 3 clusters Score -3143488 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3143498.000000 Penalty: 4997.534668
	Iteration 26Q: 3 clusters Score -3143498 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3143519.250000 Penalty: 4997.534668
	Iteration 27Q: 3 clusters Score -3143519 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -3143543.750000 Penalty: 4997.534668
	Iteration 28Q: 3 clusters Score -3143544 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3143542.250000 Penalty: 4997.534668
	Iteration 29Q: 3 clusters Score -3143542 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -3143557.750000 Penalty: 4997.534668
	Iteration 30Q: 3 clusters Score -3143558 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3143576.500000 Penalty: 4997.534668
	Iteration 31Q: 3 clusters Score -3143576 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3143589.750000 Penalty: 4997.534668
	Iteration 32Q: 3 clusters Score -3143590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3143601.250000 Penalty: 4997.534668
	Iteration 33Q: 3 clusters Score -3143601 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3143606.000000 Penalty: 4997.534668
	Iteration 34Q: 3 clusters Score -3143606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3143608.250000 Penalty: 4997.534668
	Iteration 35Q: 3 clusters Score -3143608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3143631.000000 Penalty: 4997.534668
	Iteration 36Q: 3 clusters Score -3143631 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3143636.500000 Penalty: 4997.534668
	Iteration 37Q: 3 clusters Score -3143636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3143639.750000 Penalty: 4997.534668
	Iteration 38Q: 3 clusters Score -3143640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3143645.000000 Penalty: 4997.534668
	Iteration 39Q: 3 clusters Score -3143645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3143646.000000 Penalty: 4997.534668
	Iteration 40F: 3 clusters Score -3143646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3143647.000000 Penalty: 4997.534668
	Iteration 41Q: 3 clusters Score -3143647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3143653.250000 Penalty: 4997.534668
	Iteration 42Q: 3 clusters Score -3143653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3143662.750000 Penalty: 4997.534668
	Iteration 43Q: 3 clusters Score -3143663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3143670.250000 Penalty: 4997.534668
	Iteration 44Q: 3 clusters Score -3143670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3143674.000000 Penalty: 4997.534668
	Iteration 45Q: 3 clusters Score -3143674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3143669.750000 Penalty: 4997.534668
	Iteration 46Q: 3 clusters Score -3143670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3143669.750000 Penalty: 4997.534668
	Iteration 47Q: 3 clusters Score -3143670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3143668.250000 Penalty: 4997.534668
	Iteration 48Q: 3 clusters Score -3143668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3143673.250000 Penalty: 4997.534668
	Iteration 49Q: 3 clusters Score -3143673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3143680.750000 Penalty: 4997.534668
	Iteration 50Q: 3 clusters Score -3143681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3143688.000000 Penalty: 4997.534668
	Iteration 51Q: 3 clusters Score -3143688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3143686.250000 Penalty: 4997.534668
	Iteration 52Q: 3 clusters Score -3143686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3143688.000000 Penalty: 4997.534668
	Iteration 53Q: 3 clusters Score -3143688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3143693.250000 Penalty: 4997.534668
	Iteration 54Q: 3 clusters Score -3143693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3143699.750000 Penalty: 4997.534668
	Iteration 55Q: 3 clusters Score -3143700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3143699.750000 Penalty: 4997.534668
	Iteration 56Q: 3 clusters Score -3143700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3143706.500000 Penalty: 4997.534668
	Iteration 57Q: 3 clusters Score -3143706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3143704.750000 Penalty: 4997.534668
	Iteration 58Q: 3 clusters Score -3143705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3143707.750000 Penalty: 4997.534668
	Iteration 59Q: 3 clusters Score -3143708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3143700.250000 Penalty: 4997.534668
	Iteration 60F: 3 clusters Score -3143700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3143703.500000 Penalty: 4997.534668
	Iteration 61Q: 3 clusters Score -3143704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3143705.500000 Penalty: 4997.534668
	Iteration 62Q: 3 clusters Score -3143706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3143708.250000 Penalty: 4997.534668
	Iteration 63Q: 3 clusters Score -3143708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3143707.250000 Penalty: 4997.534668
	Iteration 64Q: 3 clusters Score -3143707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3143707.250000 Penalty: 4997.534668
	Iteration 65F: 3 clusters Score -3143707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -39603.722656 Penalty: 1476.404297
	Iteration 0F: 2 clusters Score -39603.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38283.574219 Penalty: 2952.808594
	Iteration 0F: 3 clusters Score -38283.57 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38506.375000 Penalty: 2952.808594
	Iteration 1F: 3 clusters Score -38506.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38703.054688 Penalty: 2952.808594
	Iteration 2F: 3 clusters Score -38703.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39045.882812 Penalty: 2952.808594
	Iteration 3F: 3 clusters Score -39045.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -39362.496094 Penalty: 2952.808594
	Iteration 4F: 3 clusters Score -39362.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39635.218750 Penalty: 2952.808594
	Iteration 5F: 3 clusters Score -39635.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40041.316406 Penalty: 2952.808594
	Iteration 6Q: 3 clusters Score -40041.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40391.871094 Penalty: 2952.808594
	Iteration 7Q: 3 clusters Score -40391.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40463.906250 Penalty: 2952.808594
	Iteration 8Q: 3 clusters Score -40463.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -40511.148438 Penalty: 2952.808594
	Iteration 9Q: 3 clusters Score -40511.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40627.714844 Penalty: 2952.808594
	Iteration 10Q: 3 clusters Score -40627.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40883.871094 Penalty: 2952.808594
	Iteration 11Q: 3 clusters Score -40883.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40956.660156 Penalty: 2952.808594
	Iteration 12Q: 3 clusters Score -40956.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41020.457031 Penalty: 2952.808594
	Iteration 13Q: 3 clusters Score -41020.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41089.492188 Penalty: 2952.808594
	Iteration 14Q: 3 clusters Score -41089.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41128.289062 Penalty: 2952.808594
	Iteration 15Q: 3 clusters Score -41128.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41151.570312 Penalty: 2952.808594
	Iteration 16Q: 3 clusters Score -41151.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41160.800781 Penalty: 2952.808594
	Iteration 17Q: 3 clusters Score -41160.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41160.800781 Penalty: 2952.808594
	Iteration 18F: 3 clusters Score -41160.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4377 members 
Mstep: Class 3 contains 153809 members 
Mstep: Class 4 contains 66818 members 
Mstep: Class 5 contains 159874 members 
Mstep: Class 6 contains 88720 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7358 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160378 members 
Mstep: Class 11 contains 149085 members 
Mstep: Class 12 contains 23758 members 
Mstep: Class 13 contains 216 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11340 members 
Mstep: Class 18 contains 157976 members 
Mstep: Class 19 contains 150733 members 
Mstep: Class 20 contains 66161 members 
Mstep: Class 21 contains 167046 members 
Mstep: Class 22 contains 4886 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 169 members 
Entering Unmasked Estep 
Score: -180456368.000000 Penalty: 94667.796875
Splitting cluster 13 changes total score from -180457328.000000 to -180456368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Entering Unmasked Estep 
Score: -111624.632812 Penalty: 1699.879883
	Iteration 0F: 2 clusters Score -111624.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -109828.289062 Penalty: 3399.759766
	Iteration 0F: 3 clusters Score -109828.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -110272.554688 Penalty: 3399.759766
	Iteration 1F: 3 clusters Score -110272.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110392.453125 Penalty: 3399.759766
	Iteration 2F: 3 clusters Score -110392.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -110441.695312 Penalty: 3399.759766
	Iteration 3Q: 3 clusters Score -110441.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -110478.062500 Penalty: 3399.759766
	Iteration 4Q: 3 clusters Score -110478.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -110503.789062 Penalty: 3399.759766
	Iteration 5Q: 3 clusters Score -110503.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -110523.351562 Penalty: 3399.759766
	Iteration 6Q: 3 clusters Score -110523.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -110528.492188 Penalty: 3399.759766
	Iteration 7Q: 3 clusters Score -110528.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -110530.078125 Penalty: 3399.759766
	Iteration 8Q: 3 clusters Score -110530.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -110531.578125 Penalty: 3399.759766
	Iteration 9Q: 3 clusters Score -110531.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -110531.578125 Penalty: 3399.759766
	Iteration 10F: 3 clusters Score -110531.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (90 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Entering Unmasked Estep 
Score: -10533.827148 Penalty: 1115.952759
	Iteration 0F: 2 clusters Score -10533.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -9768.338867 Penalty: 2231.905518
	Iteration 0F: 3 clusters Score -9768.339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (82 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Entering Unmasked Estep 
Score: -8936.987305 Penalty: 1092.866333
	Iteration 0F: 2 clusters Score -8936.987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -8269.516602 Penalty: 2185.732666
	Iteration 0F: 3 clusters Score -8269.517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Entering Unmasked Estep 
Score: -1513740.500000 Penalty: 2315.350830
	Iteration 0F: 2 clusters Score -1513740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1505283.875000 Penalty: 4630.701660
	Iteration 0F: 3 clusters Score -1505284 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1507782.375000 Penalty: 4630.701660
	Iteration 1F: 3 clusters Score -1507782 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1508014.000000 Penalty: 4630.701660
	Iteration 2F: 3 clusters Score -1508014 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1508177.750000 Penalty: 4630.701660
	Iteration 3Q: 3 clusters Score -1508178 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1508338.375000 Penalty: 4630.701660
	Iteration 4Q: 3 clusters Score -1508338 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1508480.625000 Penalty: 4630.701660
	Iteration 5Q: 3 clusters Score -1508481 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1508623.750000 Penalty: 4630.701660
	Iteration 6Q: 3 clusters Score -1508624 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1508784.375000 Penalty: 4630.701660
	Iteration 7Q: 3 clusters Score -1508784 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1508971.875000 Penalty: 4630.701660
	Iteration 8Q: 3 clusters Score -1508972 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1509210.750000 Penalty: 4630.701660
	Iteration 9Q: 3 clusters Score -1509211 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1509498.125000 Penalty: 4630.701660
	Iteration 10Q: 3 clusters Score -1509498 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1509815.125000 Penalty: 4630.701660
	Iteration 11Q: 3 clusters Score -1509815 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1510161.875000 Penalty: 4630.701660
	Iteration 12Q: 3 clusters Score -1510162 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1510506.375000 Penalty: 4630.701660
	Iteration 13Q: 3 clusters Score -1510506 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1510825.125000 Penalty: 4630.701660
	Iteration 14Q: 3 clusters Score -1510825 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1511067.500000 Penalty: 4630.701660
	Iteration 15Q: 3 clusters Score -1511068 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1511258.375000 Penalty: 4630.701660
	Iteration 16Q: 3 clusters Score -1511258 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1511406.125000 Penalty: 4630.701660
	Iteration 17Q: 3 clusters Score -1511406 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1511494.000000 Penalty: 4630.701660
	Iteration 18Q: 3 clusters Score -1511494 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1511551.000000 Penalty: 4630.701660
	Iteration 19Q: 3 clusters Score -1511551 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1511598.375000 Penalty: 4630.701660
	Iteration 20F: 3 clusters Score -1511598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1511625.625000 Penalty: 4630.701660
	Iteration 21Q: 3 clusters Score -1511626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1511651.500000 Penalty: 4630.701660
	Iteration 22Q: 3 clusters Score -1511652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1511666.750000 Penalty: 4630.701660
	Iteration 23Q: 3 clusters Score -1511667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1511676.750000 Penalty: 4630.701660
	Iteration 24Q: 3 clusters Score -1511677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1511684.750000 Penalty: 4630.701660
	Iteration 25Q: 3 clusters Score -1511685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1511691.750000 Penalty: 4630.701660
	Iteration 26Q: 3 clusters Score -1511692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1511696.250000 Penalty: 4630.701660
	Iteration 27Q: 3 clusters Score -1511696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1511700.625000 Penalty: 4630.701660
	Iteration 28Q: 3 clusters Score -1511701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1511704.125000 Penalty: 4630.701660
	Iteration 29Q: 3 clusters Score -1511704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1511704.875000 Penalty: 4630.701660
	Iteration 30Q: 3 clusters Score -1511705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1511710.125000 Penalty: 4630.701660
	Iteration 31Q: 3 clusters Score -1511710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1511712.875000 Penalty: 4630.701660
	Iteration 32Q: 3 clusters Score -1511713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1511714.875000 Penalty: 4630.701660
	Iteration 33Q: 3 clusters Score -1511715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1511714.875000 Penalty: 4630.701660
	Iteration 34F: 3 clusters Score -1511715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (157976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157976 members 
Entering Unmasked Estep 
Score: -21004052.000000 Penalty: 2968.609375
	Iteration 0F: 2 clusters Score -2.100405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78906 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
Score: -20900334.000000 Penalty: 5937.218750
	Iteration 0F: 3 clusters Score -2.090033e+07 nChanged 75458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77500 members 
Mstep: Class 2 contains 80476 members 
Entering Unmasked Estep 
Score: -20944328.000000 Penalty: 5937.218750
	Iteration 1F: 3 clusters Score -2.094433e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76526 members 
Mstep: Class 2 contains 81450 members 
Entering Unmasked Estep 
Score: -20945040.000000 Penalty: 5937.218750
	Iteration 2Q: 3 clusters Score -2.094504e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75069 members 
Mstep: Class 2 contains 82907 members 
Entering Unmasked Estep 
Score: -20945796.000000 Penalty: 5937.218750
	Iteration 3Q: 3 clusters Score -2.09458e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72860 members 
Mstep: Class 2 contains 85116 members 
Entering Unmasked Estep 
Score: -20946756.000000 Penalty: 5937.218750
	Iteration 4Q: 3 clusters Score -2.094676e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69597 members 
Mstep: Class 2 contains 88379 members 
Entering Unmasked Estep 
Score: -20947904.000000 Penalty: 5937.218750
	Iteration 5Q: 3 clusters Score -2.09479e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 93217 members 
Entering Unmasked Estep 
Score: -20949846.000000 Penalty: 5937.218750
	Iteration 6Q: 3 clusters Score -2.094985e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57921 members 
Mstep: Class 2 contains 100055 members 
Entering Unmasked Estep 
Score: -20953060.000000 Penalty: 5937.218750
	Iteration 7Q: 3 clusters Score -2.095306e+07 nChanged 9894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48677 members 
Mstep: Class 2 contains 109299 members 
Entering Unmasked Estep 
Score: -20958596.000000 Penalty: 5937.218750
	Iteration 8F: 3 clusters Score -2.09586e+07 nChanged 11578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 120553 members 
Entering Unmasked Estep 
Score: -20967114.000000 Penalty: 5937.218750
	Iteration 9F: 3 clusters Score -2.096711e+07 nChanged 12415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 132806 members 
Entering Unmasked Estep 
Score: -20977952.000000 Penalty: 5937.218750
	Iteration 10F: 3 clusters Score -2.097795e+07 nChanged 10980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 143720 members 
Entering Unmasked Estep 
Score: -20988840.000000 Penalty: 5937.218750
	Iteration 11F: 3 clusters Score -2.098884e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 151214 members 
Entering Unmasked Estep 
Score: -20996508.000000 Penalty: 5937.218750
	Iteration 12Q: 3 clusters Score -2.099651e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 155144 members 
Entering Unmasked Estep 
Score: -20999974.000000 Penalty: 5937.218750
	Iteration 13Q: 3 clusters Score -2.099997e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 156712 members 
Entering Unmasked Estep 
Score: -21000912.000000 Penalty: 5937.218750
	Iteration 14Q: 3 clusters Score -2.100091e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 157210 members 
Entering Unmasked Estep 
Score: -21001262.000000 Penalty: 5937.218750
	Iteration 15Q: 3 clusters Score -2.100126e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 157403 members 
Entering Unmasked Estep 
Score: -21001448.000000 Penalty: 5937.218750
	Iteration 16Q: 3 clusters Score -2.100145e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 157476 members 
Entering Unmasked Estep 
Score: -21001528.000000 Penalty: 5937.218750
	Iteration 17Q: 3 clusters Score -2.100153e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 157511 members 
Entering Unmasked Estep 
Score: -21001580.000000 Penalty: 5937.218750
	Iteration 18Q: 3 clusters Score -2.100158e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 157523 members 
Entering Unmasked Estep 
Score: -21001588.000000 Penalty: 5937.218750
	Iteration 19Q: 3 clusters Score -2.100159e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 157534 members 
Entering Unmasked Estep 
Score: -21001620.000000 Penalty: 5937.218750
	Iteration 20F: 3 clusters Score -2.100162e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 157546 members 
Entering Unmasked Estep 
Score: -21001666.000000 Penalty: 5937.218750
	Iteration 21Q: 3 clusters Score -2.100167e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 157552 members 
Entering Unmasked Estep 
Score: -21001708.000000 Penalty: 5937.218750
	Iteration 22Q: 3 clusters Score -2.100171e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 157551 members 
Entering Unmasked Estep 
Score: -21001752.000000 Penalty: 5937.218750
	Iteration 23Q: 3 clusters Score -2.100175e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 157555 members 
Entering Unmasked Estep 
Score: -21001764.000000 Penalty: 5937.218750
	Iteration 24Q: 3 clusters Score -2.100176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 157557 members 
Entering Unmasked Estep 
Score: -21001796.000000 Penalty: 5937.218750
	Iteration 25Q: 3 clusters Score -2.10018e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 157559 members 
Entering Unmasked Estep 
Score: -21001796.000000 Penalty: 5937.218750
	Iteration 26Q: 3 clusters Score -2.10018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 157560 members 
Entering Unmasked Estep 
Score: -21001780.000000 Penalty: 5937.218750
	Iteration 27Q: 3 clusters Score -2.100178e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 157562 members 
Entering Unmasked Estep 
Score: -21001808.000000 Penalty: 5937.218750
	Iteration 28Q: 3 clusters Score -2.100181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 157561 members 
Entering Unmasked Estep 
Score: -21001804.000000 Penalty: 5937.218750
	Iteration 29Q: 3 clusters Score -2.10018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 157556 members 
Entering Unmasked Estep 
Score: -21001816.000000 Penalty: 5937.218750
	Iteration 30Q: 3 clusters Score -2.100182e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 157546 members 
Entering Unmasked Estep 
Score: -21001814.000000 Penalty: 5937.218750
	Iteration 31Q: 3 clusters Score -2.100181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 157548 members 
Entering Unmasked Estep 
Score: -21001822.000000 Penalty: 5937.218750
	Iteration 32Q: 3 clusters Score -2.100182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 157553 members 
Entering Unmasked Estep 
Score: -21001818.000000 Penalty: 5937.218750
	Iteration 33Q: 3 clusters Score -2.100182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 157554 members 
Entering Unmasked Estep 
Score: -21001826.000000 Penalty: 5937.218750
	Iteration 34Q: 3 clusters Score -2.100183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 157554 members 
Entering Unmasked Estep 
Score: -21001828.000000 Penalty: 5937.218750
	Iteration 35Q: 3 clusters Score -2.100183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 157554 members 
Entering Unmasked Estep 
Score: -21001834.000000 Penalty: 5937.218750
	Iteration 36Q: 3 clusters Score -2.100183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 157554 members 
Entering Unmasked Estep 
Score: -21001824.000000 Penalty: 5937.218750
	Iteration 37Q: 3 clusters Score -2.100182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 157551 members 
Entering Unmasked Estep 
Score: -21001830.000000 Penalty: 5937.218750
	Iteration 38Q: 3 clusters Score -2.100183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 157545 members 
Entering Unmasked Estep 
Score: -21001860.000000 Penalty: 5937.218750
	Iteration 39Q: 3 clusters Score -2.100186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 157541 members 
Entering Unmasked Estep 
Score: -21001862.000000 Penalty: 5937.218750
	Iteration 40F: 3 clusters Score -2.100186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 157542 members 
Entering Unmasked Estep 
Score: -21001864.000000 Penalty: 5937.218750
	Iteration 41Q: 3 clusters Score -2.100186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 157536 members 
Entering Unmasked Estep 
Score: -21001858.000000 Penalty: 5937.218750
	Iteration 42Q: 3 clusters Score -2.100186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 157530 members 
Entering Unmasked Estep 
Score: -21001872.000000 Penalty: 5937.218750
	Iteration 43Q: 3 clusters Score -2.100187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 157529 members 
Entering Unmasked Estep 
Score: -21001870.000000 Penalty: 5937.218750
	Iteration 44Q: 3 clusters Score -2.100187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 157526 members 
Entering Unmasked Estep 
Score: -21001888.000000 Penalty: 5937.218750
	Iteration 45Q: 3 clusters Score -2.100189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 157522 members 
Entering Unmasked Estep 
Score: -21001892.000000 Penalty: 5937.218750
	Iteration 46Q: 3 clusters Score -2.100189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 157519 members 
Entering Unmasked Estep 
Score: -21001906.000000 Penalty: 5937.218750
	Iteration 47Q: 3 clusters Score -2.100191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 157514 members 
Entering Unmasked Estep 
Score: -21001902.000000 Penalty: 5937.218750
	Iteration 48Q: 3 clusters Score -2.10019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 157507 members 
Entering Unmasked Estep 
Score: -21001926.000000 Penalty: 5937.218750
	Iteration 49Q: 3 clusters Score -2.100193e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 157504 members 
Entering Unmasked Estep 
Score: -21001920.000000 Penalty: 5937.218750
	Iteration 50Q: 3 clusters Score -2.100192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 157498 members 
Entering Unmasked Estep 
Score: -21001920.000000 Penalty: 5937.218750
	Iteration 51Q: 3 clusters Score -2.100192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 157491 members 
Entering Unmasked Estep 
Score: -21001914.000000 Penalty: 5937.218750
	Iteration 52Q: 3 clusters Score -2.100191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 157490 members 
Entering Unmasked Estep 
Score: -21001920.000000 Penalty: 5937.218750
	Iteration 53Q: 3 clusters Score -2.100192e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 157487 members 
Entering Unmasked Estep 
Score: -21001942.000000 Penalty: 5937.218750
	Iteration 54Q: 3 clusters Score -2.100194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 157487 members 
Entering Unmasked Estep 
Score: -21001942.000000 Penalty: 5937.218750
	Iteration 55Q: 3 clusters Score -2.100194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 157486 members 
Entering Unmasked Estep 
Score: -21001938.000000 Penalty: 5937.218750
	Iteration 56Q: 3 clusters Score -2.100194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 157487 members 
Entering Unmasked Estep 
Score: -21001946.000000 Penalty: 5937.218750
	Iteration 57Q: 3 clusters Score -2.100195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 157484 members 
Entering Unmasked Estep 
Score: -21001954.000000 Penalty: 5937.218750
	Iteration 58Q: 3 clusters Score -2.100195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 157484 members 
Entering Unmasked Estep 
Score: -21001954.000000 Penalty: 5937.218750
	Iteration 59F: 3 clusters Score -2.100195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (150733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150733 members 
Entering Unmasked Estep 
Score: -20128450.000000 Penalty: 2956.969727
	Iteration 0F: 2 clusters Score -2.012845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74971 members 
Mstep: Class 2 contains 75762 members 
Entering Unmasked Estep 
Score: -20027728.000000 Penalty: 5913.939453
	Iteration 0F: 3 clusters Score -2.002773e+07 nChanged 72206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 82138 members 
Entering Unmasked Estep 
Score: -20070004.000000 Penalty: 5913.939453
	Iteration 1F: 3 clusters Score -2.007e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64704 members 
Mstep: Class 2 contains 86029 members 
Entering Unmasked Estep 
Score: -20071190.000000 Penalty: 5913.939453
	Iteration 2Q: 3 clusters Score -2.007119e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58673 members 
Mstep: Class 2 contains 92060 members 
Entering Unmasked Estep 
Score: -20074168.000000 Penalty: 5913.939453
	Iteration 3Q: 3 clusters Score -2.007417e+07 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 101109 members 
Entering Unmasked Estep 
Score: -20079544.000000 Penalty: 5913.939453
	Iteration 4F: 3 clusters Score -2.007954e+07 nChanged 12480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 113483 members 
Entering Unmasked Estep 
Score: -20089258.000000 Penalty: 5913.939453
	Iteration 5F: 3 clusters Score -2.008926e+07 nChanged 14064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 127477 members 
Entering Unmasked Estep 
Score: -20102796.000000 Penalty: 5913.939453
	Iteration 6F: 3 clusters Score -2.01028e+07 nChanged 11857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 139294 members 
Entering Unmasked Estep 
Score: -20114746.000000 Penalty: 5913.939453
	Iteration 7F: 3 clusters Score -2.011475e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 146266 members 
Entering Unmasked Estep 
Score: -20121812.000000 Penalty: 5913.939453
	Iteration 8Q: 3 clusters Score -2.012181e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 149132 members 
Entering Unmasked Estep 
Score: -20124558.000000 Penalty: 5913.939453
	Iteration 9Q: 3 clusters Score -2.012456e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 150037 members 
Entering Unmasked Estep 
Score: -20125312.000000 Penalty: 5913.939453
	Iteration 10Q: 3 clusters Score -2.012531e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 150331 members 
Entering Unmasked Estep 
Score: -20125628.000000 Penalty: 5913.939453
	Iteration 11Q: 3 clusters Score -2.012563e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 150416 members 
Entering Unmasked Estep 
Score: -20125744.000000 Penalty: 5913.939453
	Iteration 12Q: 3 clusters Score -2.012574e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 150455 members 
Entering Unmasked Estep 
Score: -20125760.000000 Penalty: 5913.939453
	Iteration 13Q: 3 clusters Score -2.012576e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 150479 members 
Entering Unmasked Estep 
Score: -20125820.000000 Penalty: 5913.939453
	Iteration 14Q: 3 clusters Score -2.012582e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 150495 members 
Entering Unmasked Estep 
Score: -20125852.000000 Penalty: 5913.939453
	Iteration 15Q: 3 clusters Score -2.012585e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 150500 members 
Entering Unmasked Estep 
Score: -20125876.000000 Penalty: 5913.939453
	Iteration 16Q: 3 clusters Score -2.012588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 150505 members 
Entering Unmasked Estep 
Score: -20125872.000000 Penalty: 5913.939453
	Iteration 17Q: 3 clusters Score -2.012587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 150507 members 
Entering Unmasked Estep 
Score: -20125892.000000 Penalty: 5913.939453
	Iteration 18Q: 3 clusters Score -2.012589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 150511 members 
Entering Unmasked Estep 
Score: -20125888.000000 Penalty: 5913.939453
	Iteration 19Q: 3 clusters Score -2.012589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 150511 members 
Entering Unmasked Estep 
Score: -20125904.000000 Penalty: 5913.939453
	Iteration 20F: 3 clusters Score -2.01259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 150519 members 
Entering Unmasked Estep 
Score: -20125930.000000 Penalty: 5913.939453
	Iteration 21Q: 3 clusters Score -2.012593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 150521 members 
Entering Unmasked Estep 
Score: -20125948.000000 Penalty: 5913.939453
	Iteration 22Q: 3 clusters Score -2.012595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 150522 members 
Entering Unmasked Estep 
Score: -20125938.000000 Penalty: 5913.939453
	Iteration 23Q: 3 clusters Score -2.012594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 150522 members 
Entering Unmasked Estep 
Score: -20125928.000000 Penalty: 5913.939453
	Iteration 24Q: 3 clusters Score -2.012593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 150522 members 
Entering Unmasked Estep 
Score: -20125970.000000 Penalty: 5913.939453
	Iteration 25Q: 3 clusters Score -2.012597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 150519 members 
Entering Unmasked Estep 
Score: -20125962.000000 Penalty: 5913.939453
	Iteration 26Q: 3 clusters Score -2.012596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 150516 members 
Entering Unmasked Estep 
Score: -20125962.000000 Penalty: 5913.939453
	Iteration 27Q: 3 clusters Score -2.012596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 150516 members 
Entering Unmasked Estep 
Score: -20125962.000000 Penalty: 5913.939453
	Iteration 28F: 3 clusters Score -2.012596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (66161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66161 members 
Entering Unmasked Estep 
Score: -9160874.000000 Penalty: 2752.761963
	Iteration 0F: 2 clusters Score -9160874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -9116530.000000 Penalty: 5505.523926
	Iteration 0F: 3 clusters Score -9116530 nChanged 30815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -9133976.000000 Penalty: 5505.523926
	Iteration 1F: 3 clusters Score -9133976 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -9134487.000000 Penalty: 5505.523926
	Iteration 2Q: 3 clusters Score -9134487 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -9134897.000000 Penalty: 5505.523926
	Iteration 3Q: 3 clusters Score -9134897 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -9135295.000000 Penalty: 5505.523926
	Iteration 4Q: 3 clusters Score -9135295 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -9135857.000000 Penalty: 5505.523926
	Iteration 5Q: 3 clusters Score -9135857 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -9136506.000000 Penalty: 5505.523926
	Iteration 6Q: 3 clusters Score -9136506 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -9137541.000000 Penalty: 5505.523926
	Iteration 7Q: 3 clusters Score -9137541 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -9138942.000000 Penalty: 5505.523926
	Iteration 8Q: 3 clusters Score -9138942 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -9141355.000000 Penalty: 5505.523926
	Iteration 9F: 3 clusters Score -9141355 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -9144970.000000 Penalty: 5505.523926
	Iteration 10F: 3 clusters Score -9144970 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 55394 members 
Entering Unmasked Estep 
Score: -9149117.000000 Penalty: 5505.523926
	Iteration 11F: 3 clusters Score -9149117 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 59364 members 
Entering Unmasked Estep 
Score: -9152758.000000 Penalty: 5505.523926
	Iteration 12F: 3 clusters Score -9152758 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 62124 members 
Entering Unmasked Estep 
Score: -9155215.000000 Penalty: 5505.523926
	Iteration 13Q: 3 clusters Score -9155215 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 63775 members 
Entering Unmasked Estep 
Score: -9156651.000000 Penalty: 5505.523926
	Iteration 14Q: 3 clusters Score -9156651 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 64691 members 
Entering Unmasked Estep 
Score: -9157479.000000 Penalty: 5505.523926
	Iteration 15Q: 3 clusters Score -9157479 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 65158 members 
Entering Unmasked Estep 
Score: -9157887.000000 Penalty: 5505.523926
	Iteration 16Q: 3 clusters Score -9157887 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 65416 members 
Entering Unmasked Estep 
Score: -9158119.000000 Penalty: 5505.523926
	Iteration 17Q: 3 clusters Score -9158119 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 65552 members 
Entering Unmasked Estep 
Score: -9158265.000000 Penalty: 5505.523926
	Iteration 18Q: 3 clusters Score -9158265 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 65626 members 
Entering Unmasked Estep 
Score: -9158345.000000 Penalty: 5505.523926
	Iteration 19Q: 3 clusters Score -9158345 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -9158384.000000 Penalty: 5505.523926
	Iteration 20F: 3 clusters Score -9158384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 65698 members 
Entering Unmasked Estep 
Score: -9158411.000000 Penalty: 5505.523926
	Iteration 21Q: 3 clusters Score -9158411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 65722 members 
Entering Unmasked Estep 
Score: -9158455.000000 Penalty: 5505.523926
	Iteration 22Q: 3 clusters Score -9158455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 65734 members 
Entering Unmasked Estep 
Score: -9158476.000000 Penalty: 5505.523926
	Iteration 23Q: 3 clusters Score -9158476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 65744 members 
Entering Unmasked Estep 
Score: -9158484.000000 Penalty: 5505.523926
	Iteration 24Q: 3 clusters Score -9158484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 65747 members 
Entering Unmasked Estep 
Score: -9158487.000000 Penalty: 5505.523926
	Iteration 25Q: 3 clusters Score -9158487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 65751 members 
Entering Unmasked Estep 
Score: -9158493.000000 Penalty: 5505.523926
	Iteration 26Q: 3 clusters Score -9158493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 65753 members 
Entering Unmasked Estep 
Score: -9158512.000000 Penalty: 5505.523926
	Iteration 27Q: 3 clusters Score -9158512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 65753 members 
Entering Unmasked Estep 
Score: -9158517.000000 Penalty: 5505.523926
	Iteration 28Q: 3 clusters Score -9158517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -9158520.000000 Penalty: 5505.523926
	Iteration 29Q: 3 clusters Score -9158520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 65763 members 
Entering Unmasked Estep 
Score: -9158526.000000 Penalty: 5505.523926
	Iteration 30Q: 3 clusters Score -9158526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 65766 members 
Entering Unmasked Estep 
Score: -9158524.000000 Penalty: 5505.523926
	Iteration 31Q: 3 clusters Score -9158524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 65767 members 
Entering Unmasked Estep 
Score: -9158527.000000 Penalty: 5505.523926
	Iteration 32Q: 3 clusters Score -9158527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 65769 members 
Entering Unmasked Estep 
Score: -9158526.000000 Penalty: 5505.523926
	Iteration 33Q: 3 clusters Score -9158526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 65771 members 
Entering Unmasked Estep 
Score: -9158532.000000 Penalty: 5505.523926
	Iteration 34Q: 3 clusters Score -9158532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 65774 members 
Entering Unmasked Estep 
Score: -9158533.000000 Penalty: 5505.523926
	Iteration 35Q: 3 clusters Score -9158533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 65775 members 
Entering Unmasked Estep 
Score: -9158537.000000 Penalty: 5505.523926
	Iteration 36Q: 3 clusters Score -9158537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 65779 members 
Entering Unmasked Estep 
Score: -9158544.000000 Penalty: 5505.523926
	Iteration 37Q: 3 clusters Score -9158544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 65784 members 
Entering Unmasked Estep 
Score: -9158558.000000 Penalty: 5505.523926
	Iteration 38Q: 3 clusters Score -9158558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 65789 members 
Entering Unmasked Estep 
Score: -9158555.000000 Penalty: 5505.523926
	Iteration 39Q: 3 clusters Score -9158555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 65791 members 
Entering Unmasked Estep 
Score: -9158557.000000 Penalty: 5505.523926
	Iteration 40F: 3 clusters Score -9158557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 65793 members 
Entering Unmasked Estep 
Score: -9158553.000000 Penalty: 5505.523926
	Iteration 41Q: 3 clusters Score -9158553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 65794 members 
Entering Unmasked Estep 
Score: -9158551.000000 Penalty: 5505.523926
	Iteration 42Q: 3 clusters Score -9158551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 65795 members 
Entering Unmasked Estep 
Score: -9158549.000000 Penalty: 5505.523926
	Iteration 43Q: 3 clusters Score -9158549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 65795 members 
Entering Unmasked Estep 
Score: -9158549.000000 Penalty: 5505.523926
	Iteration 44F: 3 clusters Score -9158549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (167046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167046 members 
Entering Unmasked Estep 
Score: -22600516.000000 Penalty: 2982.454102
	Iteration 0F: 2 clusters Score -2.260052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83779 members 
Mstep: Class 2 contains 83267 members 
Entering Unmasked Estep 
Score: -22492966.000000 Penalty: 5964.908203
	Iteration 0F: 3 clusters Score -2.249297e+07 nChanged 79978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87467 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -22539598.000000 Penalty: 5964.908203
	Iteration 1F: 3 clusters Score -2.25396e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90150 members 
Mstep: Class 2 contains 76896 members 
Entering Unmasked Estep 
Score: -22540880.000000 Penalty: 5964.908203
	Iteration 2Q: 3 clusters Score -2.254088e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94239 members 
Mstep: Class 2 contains 72807 members 
Entering Unmasked Estep 
Score: -22542826.000000 Penalty: 5964.908203
	Iteration 3Q: 3 clusters Score -2.254283e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100326 members 
Mstep: Class 2 contains 66720 members 
Entering Unmasked Estep 
Score: -22545698.000000 Penalty: 5964.908203
	Iteration 4Q: 3 clusters Score -2.25457e+07 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109118 members 
Mstep: Class 2 contains 57928 members 
Entering Unmasked Estep 
Score: -22551260.000000 Penalty: 5964.908203
	Iteration 5F: 3 clusters Score -2.255126e+07 nChanged 12238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120646 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -22559976.000000 Penalty: 5964.908203
	Iteration 6F: 3 clusters Score -2.255998e+07 nChanged 13414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133596 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -22571140.000000 Penalty: 5964.908203
	Iteration 7F: 3 clusters Score -2.257114e+07 nChanged 12429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145821 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -22582360.000000 Penalty: 5964.908203
	Iteration 8F: 3 clusters Score -2.258236e+07 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155392 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -22591364.000000 Penalty: 5964.908203
	Iteration 9F: 3 clusters Score -2.259136e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161800 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -22595860.000000 Penalty: 5964.908203
	Iteration 10Q: 3 clusters Score -2.259586e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164957 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -22597242.000000 Penalty: 5964.908203
	Iteration 11Q: 3 clusters Score -2.259724e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166118 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -22597674.000000 Penalty: 5964.908203
	Iteration 12Q: 3 clusters Score -2.259767e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166489 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -22597748.000000 Penalty: 5964.908203
	Iteration 13Q: 3 clusters Score -2.259775e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166631 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -22597858.000000 Penalty: 5964.908203
	Iteration 14Q: 3 clusters Score -2.259786e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166697 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -22597870.000000 Penalty: 5964.908203
	Iteration 15Q: 3 clusters Score -2.259787e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166727 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -22597890.000000 Penalty: 5964.908203
	Iteration 16Q: 3 clusters Score -2.259789e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166740 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -22597928.000000 Penalty: 5964.908203
	Iteration 17Q: 3 clusters Score -2.259793e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166751 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -22597946.000000 Penalty: 5964.908203
	Iteration 18Q: 3 clusters Score -2.259795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166756 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -22597948.000000 Penalty: 5964.908203
	Iteration 19Q: 3 clusters Score -2.259795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166757 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22597964.000000 Penalty: 5964.908203
	Iteration 20F: 3 clusters Score -2.259796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166757 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22597960.000000 Penalty: 5964.908203
	Iteration 21Q: 3 clusters Score -2.259796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166759 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -22597978.000000 Penalty: 5964.908203
	Iteration 22Q: 3 clusters Score -2.259798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166761 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22597980.000000 Penalty: 5964.908203
	Iteration 23Q: 3 clusters Score -2.259798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166765 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -22597974.000000 Penalty: 5964.908203
	Iteration 24Q: 3 clusters Score -2.259797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166769 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -22597974.000000 Penalty: 5964.908203
	Iteration 25Q: 3 clusters Score -2.259797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166771 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -22597972.000000 Penalty: 5964.908203
	Iteration 26Q: 3 clusters Score -2.259797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166772 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -22597972.000000 Penalty: 5964.908203
	Iteration 27Q: 3 clusters Score -2.259797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166775 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -22597966.000000 Penalty: 5964.908203
	Iteration 28Q: 3 clusters Score -2.259797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166776 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -22597966.000000 Penalty: 5964.908203
	Iteration 29Q: 3 clusters Score -2.259797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166776 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -22597966.000000 Penalty: 5964.908203
	Iteration 30F: 3 clusters Score -2.259797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Entering Unmasked Estep 
Score: -659200.250000 Penalty: 2106.543945
	Iteration 0F: 2 clusters Score -659200.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -654786.562500 Penalty: 4213.087891
	Iteration 0F: 3 clusters Score -654786.6 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -655859.312500 Penalty: 4213.087891
	Iteration 1F: 3 clusters Score -655859.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -656038.687500 Penalty: 4213.087891
	Iteration 2F: 3 clusters Score -656038.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -656129.312500 Penalty: 4213.087891
	Iteration 3Q: 3 clusters Score -656129.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -656192.062500 Penalty: 4213.087891
	Iteration 4Q: 3 clusters Score -656192.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -656241.375000 Penalty: 4213.087891
	Iteration 5Q: 3 clusters Score -656241.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -656273.875000 Penalty: 4213.087891
	Iteration 6Q: 3 clusters Score -656273.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -656303.000000 Penalty: 4213.087891
	Iteration 7Q: 3 clusters Score -656303 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -656330.250000 Penalty: 4213.087891
	Iteration 8Q: 3 clusters Score -656330.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -656351.437500 Penalty: 4213.087891
	Iteration 9Q: 3 clusters Score -656351.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -656374.812500 Penalty: 4213.087891
	Iteration 10Q: 3 clusters Score -656374.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -656390.812500 Penalty: 4213.087891
	Iteration 11Q: 3 clusters Score -656390.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -656407.312500 Penalty: 4213.087891
	Iteration 12Q: 3 clusters Score -656407.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -656413.500000 Penalty: 4213.087891
	Iteration 13Q: 3 clusters Score -656413.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -656421.062500 Penalty: 4213.087891
	Iteration 14Q: 3 clusters Score -656421.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -656425.937500 Penalty: 4213.087891
	Iteration 15Q: 3 clusters Score -656425.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -656432.812500 Penalty: 4213.087891
	Iteration 16Q: 3 clusters Score -656432.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -656440.937500 Penalty: 4213.087891
	Iteration 17Q: 3 clusters Score -656440.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -656446.500000 Penalty: 4213.087891
	Iteration 18Q: 3 clusters Score -656446.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -656451.687500 Penalty: 4213.087891
	Iteration 19Q: 3 clusters Score -656451.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -656457.000000 Penalty: 4213.087891
	Iteration 20F: 3 clusters Score -656457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -656465.937500 Penalty: 4213.087891
	Iteration 21Q: 3 clusters Score -656465.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -656470.750000 Penalty: 4213.087891
	Iteration 22Q: 3 clusters Score -656470.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -656477.750000 Penalty: 4213.087891
	Iteration 23Q: 3 clusters Score -656477.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -656483.187500 Penalty: 4213.087891
	Iteration 24Q: 3 clusters Score -656483.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -656489.750000 Penalty: 4213.087891
	Iteration 25Q: 3 clusters Score -656489.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -656496.500000 Penalty: 4213.087891
	Iteration 26Q: 3 clusters Score -656496.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -656504.312500 Penalty: 4213.087891
	Iteration 27Q: 3 clusters Score -656504.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -656513.437500 Penalty: 4213.087891
	Iteration 28Q: 3 clusters Score -656513.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -656518.125000 Penalty: 4213.087891
	Iteration 29Q: 3 clusters Score -656518.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -656520.875000 Penalty: 4213.087891
	Iteration 30Q: 3 clusters Score -656520.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -656525.125000 Penalty: 4213.087891
	Iteration 31Q: 3 clusters Score -656525.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -656527.750000 Penalty: 4213.087891
	Iteration 32Q: 3 clusters Score -656527.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -656531.812500 Penalty: 4213.087891
	Iteration 33Q: 3 clusters Score -656531.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -656541.000000 Penalty: 4213.087891
	Iteration 34Q: 3 clusters Score -656541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -656547.250000 Penalty: 4213.087891
	Iteration 35Q: 3 clusters Score -656547.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -656553.625000 Penalty: 4213.087891
	Iteration 36Q: 3 clusters Score -656553.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -656562.375000 Penalty: 4213.087891
	Iteration 37Q: 3 clusters Score -656562.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -656571.812500 Penalty: 4213.087891
	Iteration 38Q: 3 clusters Score -656571.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -656579.312500 Penalty: 4213.087891
	Iteration 39Q: 3 clusters Score -656579.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -656590.312500 Penalty: 4213.087891
	Iteration 40F: 3 clusters Score -656590.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -656598.437500 Penalty: 4213.087891
	Iteration 41Q: 3 clusters Score -656598.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -656611.687500 Penalty: 4213.087891
	Iteration 42Q: 3 clusters Score -656611.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -656623.812500 Penalty: 4213.087891
	Iteration 43Q: 3 clusters Score -656623.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -656636.687500 Penalty: 4213.087891
	Iteration 44Q: 3 clusters Score -656636.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -656644.187500 Penalty: 4213.087891
	Iteration 45Q: 3 clusters Score -656644.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -656654.562500 Penalty: 4213.087891
	Iteration 46Q: 3 clusters Score -656654.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -656664.375000 Penalty: 4213.087891
	Iteration 47Q: 3 clusters Score -656664.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -656672.312500 Penalty: 4213.087891
	Iteration 48Q: 3 clusters Score -656672.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -656680.125000 Penalty: 4213.087891
	Iteration 49Q: 3 clusters Score -656680.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -656688.812500 Penalty: 4213.087891
	Iteration 50Q: 3 clusters Score -656688.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -656696.000000 Penalty: 4213.087891
	Iteration 51Q: 3 clusters Score -656696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -656708.250000 Penalty: 4213.087891
	Iteration 52Q: 3 clusters Score -656708.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -656718.125000 Penalty: 4213.087891
	Iteration 53Q: 3 clusters Score -656718.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -656730.812500 Penalty: 4213.087891
	Iteration 54Q: 3 clusters Score -656730.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -656743.000000 Penalty: 4213.087891
	Iteration 55Q: 3 clusters Score -656743 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -656757.812500 Penalty: 4213.087891
	Iteration 56Q: 3 clusters Score -656757.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -656768.500000 Penalty: 4213.087891
	Iteration 57Q: 3 clusters Score -656768.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -656779.937500 Penalty: 4213.087891
	Iteration 58Q: 3 clusters Score -656779.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -656794.875000 Penalty: 4213.087891
	Iteration 59Q: 3 clusters Score -656794.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -656811.062500 Penalty: 4213.087891
	Iteration 60F: 3 clusters Score -656811.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -656827.125000 Penalty: 4213.087891
	Iteration 61Q: 3 clusters Score -656827.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -656844.687500 Penalty: 4213.087891
	Iteration 62Q: 3 clusters Score -656844.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -656866.250000 Penalty: 4213.087891
	Iteration 63Q: 3 clusters Score -656866.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -656890.375000 Penalty: 4213.087891
	Iteration 64Q: 3 clusters Score -656890.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -656921.250000 Penalty: 4213.087891
	Iteration 65Q: 3 clusters Score -656921.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -656956.375000 Penalty: 4213.087891
	Iteration 66Q: 3 clusters Score -656956.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -656994.187500 Penalty: 4213.087891
	Iteration 67Q: 3 clusters Score -656994.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -657027.937500 Penalty: 4213.087891
	Iteration 68Q: 3 clusters Score -657027.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -657062.625000 Penalty: 4213.087891
	Iteration 69Q: 3 clusters Score -657062.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -657091.937500 Penalty: 4213.087891
	Iteration 70Q: 3 clusters Score -657091.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -657123.625000 Penalty: 4213.087891
	Iteration 71Q: 3 clusters Score -657123.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -657145.000000 Penalty: 4213.087891
	Iteration 72Q: 3 clusters Score -657145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -657163.000000 Penalty: 4213.087891
	Iteration 73Q: 3 clusters Score -657163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -657177.062500 Penalty: 4213.087891
	Iteration 74Q: 3 clusters Score -657177.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -657189.750000 Penalty: 4213.087891
	Iteration 75Q: 3 clusters Score -657189.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -657202.562500 Penalty: 4213.087891
	Iteration 76Q: 3 clusters Score -657202.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -657219.250000 Penalty: 4213.087891
	Iteration 77Q: 3 clusters Score -657219.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -657239.125000 Penalty: 4213.087891
	Iteration 78Q: 3 clusters Score -657239.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -657266.937500 Penalty: 4213.087891
	Iteration 79Q: 3 clusters Score -657266.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -657279.812500 Penalty: 4213.087891
	Iteration 80F: 3 clusters Score -657279.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -657289.875000 Penalty: 4213.087891
	Iteration 81Q: 3 clusters Score -657289.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -657300.500000 Penalty: 4213.087891
	Iteration 82Q: 3 clusters Score -657300.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -657304.687500 Penalty: 4213.087891
	Iteration 83Q: 3 clusters Score -657304.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -657309.187500 Penalty: 4213.087891
	Iteration 84Q: 3 clusters Score -657309.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -657313.625000 Penalty: 4213.087891
	Iteration 85Q: 3 clusters Score -657313.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -657315.812500 Penalty: 4213.087891
	Iteration 86Q: 3 clusters Score -657315.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -657316.125000 Penalty: 4213.087891
	Iteration 87Q: 3 clusters Score -657316.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -657315.812500 Penalty: 4213.087891
	Iteration 88Q: 3 clusters Score -657315.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -657315.812500 Penalty: 4213.087891
	Iteration 89F: 3 clusters Score -657315.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -65038.441406 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -65038.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -63540.289062 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -63540.29 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -64063.042969 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -64063.04 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -64341.875000 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -64341.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -64469.906250 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -64469.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -64545.402344 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -64545.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -64595.855469 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -64595.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -64660.589844 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -64660.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -64684.902344 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -64684.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -64698.113281 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -64698.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -64717.730469 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -64717.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -64740.003906 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -64740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -64766.386719 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -64766.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -64775.925781 Penalty: 3118.777832
	Iteration 12Q: 3 clusters Score -64775.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -64781.746094 Penalty: 3118.777832
	Iteration 13Q: 3 clusters Score -64781.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -64781.746094 Penalty: 3118.777832
	Iteration 14F: 3 clusters Score -64781.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -43356.593750 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -43356.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -41986.371094 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -41986.37 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -42111.074219 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -42111.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -42128.832031 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -42128.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42142.824219 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -42142.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42154.382812 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -42154.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42161.382812 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -42161.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -42161.382812 Penalty: 2918.127930
	Iteration 6F: 3 clusters Score -42161.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -69860.968750 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -69860.97 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 288 members 
Entering Unmasked Estep 
Score: -68253.375000 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -68253.38 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -68442.421875 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -68442.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68495.937500 Penalty: 3140.425049
	Iteration 2Q: 3 clusters Score -68495.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68509.937500 Penalty: 3140.425049
	Iteration 3Q: 3 clusters Score -68509.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -68520.468750 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -68520.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -68528.867188 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -68528.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -68533.468750 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -68533.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68540.187500 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -68540.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68543.476562 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -68543.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -68544.351562 Penalty: 3140.425049
	Iteration 9Q: 3 clusters Score -68544.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -68544.351562 Penalty: 3140.425049
	Iteration 10F: 3 clusters Score -68544.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Entering Unmasked Estep 
Score: -70475.304688 Penalty: 1569.328247
	Iteration 0F: 2 clusters Score -70475.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -68886.031250 Penalty: 3138.656494
	Iteration 0F: 3 clusters Score -68886.03 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69081.546875 Penalty: 3138.656494
	Iteration 1F: 3 clusters Score -69081.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69158.031250 Penalty: 3138.656494
	Iteration 2Q: 3 clusters Score -69158.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -69220.671875 Penalty: 3138.656494
	Iteration 3Q: 3 clusters Score -69220.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69243.187500 Penalty: 3138.656494
	Iteration 4Q: 3 clusters Score -69243.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -69254.929688 Penalty: 3138.656494
	Iteration 5Q: 3 clusters Score -69254.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -69263.101562 Penalty: 3138.656494
	Iteration 6Q: 3 clusters Score -69263.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -69272.304688 Penalty: 3138.656494
	Iteration 7Q: 3 clusters Score -69272.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69283.367188 Penalty: 3138.656494
	Iteration 8Q: 3 clusters Score -69283.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -69295.500000 Penalty: 3138.656494
	Iteration 9Q: 3 clusters Score -69295.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69311.000000 Penalty: 3138.656494
	Iteration 10Q: 3 clusters Score -69311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -69331.210938 Penalty: 3138.656494
	Iteration 11Q: 3 clusters Score -69331.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69336.406250 Penalty: 3138.656494
	Iteration 12Q: 3 clusters Score -69336.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -69341.164062 Penalty: 3138.656494
	Iteration 13Q: 3 clusters Score -69341.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -69351.125000 Penalty: 3138.656494
	Iteration 14Q: 3 clusters Score -69351.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -69351.125000 Penalty: 3138.656494
	Iteration 15F: 3 clusters Score -69351.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4377 members 
Mstep: Class 3 contains 153809 members 
Mstep: Class 4 contains 66818 members 
Mstep: Class 5 contains 159874 members 
Mstep: Class 6 contains 88720 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7358 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160378 members 
Mstep: Class 11 contains 149085 members 
Mstep: Class 12 contains 23758 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11340 members 
Mstep: Class 18 contains 157976 members 
Mstep: Class 19 contains 150733 members 
Mstep: Class 20 contains 66161 members 
Mstep: Class 21 contains 167046 members 
Mstep: Class 22 contains 4886 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457168.000000 Penalty: 91161.578125
Iteration 479Q: 27 clusters Score -1.804572e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4374 members 
Mstep: Class 3 contains 153803 members 
Mstep: Class 4 contains 66810 members 
Mstep: Class 5 contains 159854 members 
Mstep: Class 6 contains 88715 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7359 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160379 members 
Mstep: Class 11 contains 149080 members 
Mstep: Class 12 contains 23759 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11334 members 
Mstep: Class 18 contains 157973 members 
Mstep: Class 19 contains 150777 members 
Mstep: Class 20 contains 66183 members 
Mstep: Class 21 contains 167035 members 
Mstep: Class 22 contains 4884 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457232.000000 Penalty: 91161.578125
Iteration 480F: 27 clusters Score -1.804572e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4373 members 
Mstep: Class 3 contains 153797 members 
Mstep: Class 4 contains 66803 members 
Mstep: Class 5 contains 159844 members 
Mstep: Class 6 contains 88714 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7360 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160366 members 
Mstep: Class 11 contains 149074 members 
Mstep: Class 12 contains 23758 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11326 members 
Mstep: Class 18 contains 157976 members 
Mstep: Class 19 contains 150810 members 
Mstep: Class 20 contains 66210 members 
Mstep: Class 21 contains 167023 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457088.000000 Penalty: 91161.578125
Iteration 481Q: 27 clusters Score -1.804571e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4372 members 
Mstep: Class 3 contains 153795 members 
Mstep: Class 4 contains 66796 members 
Mstep: Class 5 contains 159829 members 
Mstep: Class 6 contains 88713 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7360 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160366 members 
Mstep: Class 11 contains 149059 members 
Mstep: Class 12 contains 23759 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11320 members 
Mstep: Class 18 contains 157980 members 
Mstep: Class 19 contains 150850 members 
Mstep: Class 20 contains 66223 members 
Mstep: Class 21 contains 167010 members 
Mstep: Class 22 contains 4887 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457136.000000 Penalty: 91161.578125
Iteration 482Q: 27 clusters Score -1.804571e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4370 members 
Mstep: Class 3 contains 153786 members 
Mstep: Class 4 contains 66793 members 
Mstep: Class 5 contains 159819 members 
Mstep: Class 6 contains 88705 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7360 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160368 members 
Mstep: Class 11 contains 149054 members 
Mstep: Class 12 contains 23762 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11315 members 
Mstep: Class 18 contains 157981 members 
Mstep: Class 19 contains 150866 members 
Mstep: Class 20 contains 66248 members 
Mstep: Class 21 contains 167004 members 
Mstep: Class 22 contains 4889 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457072.000000 Penalty: 91161.578125
Iteration 483Q: 27 clusters Score -1.804571e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4370 members 
Mstep: Class 3 contains 153776 members 
Mstep: Class 4 contains 66790 members 
Mstep: Class 5 contains 159804 members 
Mstep: Class 6 contains 88709 members 
Mstep: Class 7 contains 2909 members 
Mstep: Class 8 contains 7361 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160371 members 
Mstep: Class 11 contains 149037 members 
Mstep: Class 12 contains 23767 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11312 members 
Mstep: Class 18 contains 157978 members 
Mstep: Class 19 contains 150880 members 
Mstep: Class 20 contains 66265 members 
Mstep: Class 21 contains 167011 members 
Mstep: Class 22 contains 4889 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457008.000000 Penalty: 91161.578125
Iteration 484Q: 27 clusters Score -1.80457e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4370 members 
Mstep: Class 3 contains 153765 members 
Mstep: Class 4 contains 66789 members 
Mstep: Class 5 contains 159789 members 
Mstep: Class 6 contains 88713 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7362 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160360 members 
Mstep: Class 11 contains 149026 members 
Mstep: Class 12 contains 23769 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11307 members 
Mstep: Class 18 contains 157969 members 
Mstep: Class 19 contains 150887 members 
Mstep: Class 20 contains 66297 members 
Mstep: Class 21 contains 167027 members 
Mstep: Class 22 contains 4889 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457136.000000 Penalty: 91161.578125
Iteration 485Q: 27 clusters Score -1.804571e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4371 members 
Mstep: Class 3 contains 153750 members 
Mstep: Class 4 contains 66787 members 
Mstep: Class 5 contains 159789 members 
Mstep: Class 6 contains 88713 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7363 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160353 members 
Mstep: Class 11 contains 149008 members 
Mstep: Class 12 contains 23770 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11300 members 
Mstep: Class 18 contains 157963 members 
Mstep: Class 19 contains 150905 members 
Mstep: Class 20 contains 66324 members 
Mstep: Class 21 contains 167035 members 
Mstep: Class 22 contains 4888 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457280.000000 Penalty: 91161.578125
Iteration 486Q: 27 clusters Score -1.804573e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4370 members 
Mstep: Class 3 contains 153752 members 
Mstep: Class 4 contains 66780 members 
Mstep: Class 5 contains 159781 members 
Mstep: Class 6 contains 88712 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7363 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160354 members 
Mstep: Class 11 contains 148991 members 
Mstep: Class 12 contains 23767 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11294 members 
Mstep: Class 18 contains 157946 members 
Mstep: Class 19 contains 150931 members 
Mstep: Class 20 contains 66342 members 
Mstep: Class 21 contains 167047 members 
Mstep: Class 22 contains 4889 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457312.000000 Penalty: 91161.578125
Iteration 487Q: 27 clusters Score -1.804573e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 153748 members 
Mstep: Class 4 contains 66780 members 
Mstep: Class 5 contains 159780 members 
Mstep: Class 6 contains 88720 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7363 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160358 members 
Mstep: Class 11 contains 148973 members 
Mstep: Class 12 contains 23767 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11293 members 
Mstep: Class 18 contains 157942 members 
Mstep: Class 19 contains 150945 members 
Mstep: Class 20 contains 66353 members 
Mstep: Class 21 contains 167041 members 
Mstep: Class 22 contains 4889 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457408.000000 Penalty: 91161.578125
Iteration 488Q: 27 clusters Score -1.804574e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4368 members 
Mstep: Class 3 contains 153739 members 
Mstep: Class 4 contains 66775 members 
Mstep: Class 5 contains 159766 members 
Mstep: Class 6 contains 88725 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7363 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160350 members 
Mstep: Class 11 contains 148960 members 
Mstep: Class 12 contains 23765 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11293 members 
Mstep: Class 18 contains 157948 members 
Mstep: Class 19 contains 150960 members 
Mstep: Class 20 contains 66370 members 
Mstep: Class 21 contains 167049 members 
Mstep: Class 22 contains 4888 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457216.000000 Penalty: 91161.578125
Iteration 489Q: 27 clusters Score -1.804572e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4367 members 
Mstep: Class 3 contains 153730 members 
Mstep: Class 4 contains 66768 members 
Mstep: Class 5 contains 159753 members 
Mstep: Class 6 contains 88733 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7363 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160352 members 
Mstep: Class 11 contains 148931 members 
Mstep: Class 12 contains 23767 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11296 members 
Mstep: Class 18 contains 157952 members 
Mstep: Class 19 contains 150961 members 
Mstep: Class 20 contains 66389 members 
Mstep: Class 21 contains 167069 members 
Mstep: Class 22 contains 4888 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457472.000000 Penalty: 91161.578125
Iteration 490Q: 27 clusters Score -1.804575e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 153729 members 
Mstep: Class 4 contains 66766 members 
Mstep: Class 5 contains 159741 members 
Mstep: Class 6 contains 88740 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7363 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160334 members 
Mstep: Class 11 contains 148905 members 
Mstep: Class 12 contains 23772 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11297 members 
Mstep: Class 18 contains 157964 members 
Mstep: Class 19 contains 150944 members 
Mstep: Class 20 contains 66393 members 
Mstep: Class 21 contains 167120 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457424.000000 Penalty: 91161.578125
Iteration 491Q: 27 clusters Score -1.804574e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 153709 members 
Mstep: Class 4 contains 66761 members 
Mstep: Class 5 contains 159741 members 
Mstep: Class 6 contains 88740 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7364 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160322 members 
Mstep: Class 11 contains 148880 members 
Mstep: Class 12 contains 23773 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11301 members 
Mstep: Class 18 contains 157974 members 
Mstep: Class 19 contains 150932 members 
Mstep: Class 20 contains 66412 members 
Mstep: Class 21 contains 167164 members 
Mstep: Class 22 contains 4881 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457360.000000 Penalty: 91161.578125
Iteration 492Q: 27 clusters Score -1.804574e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 153699 members 
Mstep: Class 4 contains 66757 members 
Mstep: Class 5 contains 159726 members 
Mstep: Class 6 contains 88747 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7365 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160318 members 
Mstep: Class 11 contains 148860 members 
Mstep: Class 12 contains 23774 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11301 members 
Mstep: Class 18 contains 157976 members 
Mstep: Class 19 contains 150933 members 
Mstep: Class 20 contains 66429 members 
Mstep: Class 21 contains 167189 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457248.000000 Penalty: 91161.578125
Iteration 493Q: 27 clusters Score -1.804572e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4363 members 
Mstep: Class 3 contains 153696 members 
Mstep: Class 4 contains 66748 members 
Mstep: Class 5 contains 159716 members 
Mstep: Class 6 contains 88752 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7366 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160318 members 
Mstep: Class 11 contains 148844 members 
Mstep: Class 12 contains 23777 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11297 members 
Mstep: Class 18 contains 157974 members 
Mstep: Class 19 contains 150946 members 
Mstep: Class 20 contains 66450 members 
Mstep: Class 21 contains 167193 members 
Mstep: Class 22 contains 4878 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457360.000000 Penalty: 91161.578125
Iteration 494Q: 27 clusters Score -1.804574e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4362 members 
Mstep: Class 3 contains 153693 members 
Mstep: Class 4 contains 66743 members 
Mstep: Class 5 contains 159701 members 
Mstep: Class 6 contains 88750 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7366 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160314 members 
Mstep: Class 11 contains 148837 members 
Mstep: Class 12 contains 23776 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11294 members 
Mstep: Class 18 contains 157967 members 
Mstep: Class 19 contains 150956 members 
Mstep: Class 20 contains 66469 members 
Mstep: Class 21 contains 167215 members 
Mstep: Class 22 contains 4875 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457408.000000 Penalty: 91161.578125
Iteration 495Q: 27 clusters Score -1.804574e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4362 members 
Mstep: Class 3 contains 153683 members 
Mstep: Class 4 contains 66747 members 
Mstep: Class 5 contains 159695 members 
Mstep: Class 6 contains 88755 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7366 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160308 members 
Mstep: Class 11 contains 148827 members 
Mstep: Class 12 contains 23773 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11287 members 
Mstep: Class 18 contains 157962 members 
Mstep: Class 19 contains 150966 members 
Mstep: Class 20 contains 66489 members 
Mstep: Class 21 contains 167225 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457568.000000 Penalty: 91161.578125
Iteration 496Q: 27 clusters Score -1.804576e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4362 members 
Mstep: Class 3 contains 153676 members 
Mstep: Class 4 contains 66751 members 
Mstep: Class 5 contains 159689 members 
Mstep: Class 6 contains 88762 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7366 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160301 members 
Mstep: Class 11 contains 148808 members 
Mstep: Class 12 contains 23771 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11281 members 
Mstep: Class 18 contains 157945 members 
Mstep: Class 19 contains 150973 members 
Mstep: Class 20 contains 66510 members 
Mstep: Class 21 contains 167249 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457520.000000 Penalty: 91161.578125
Iteration 497Q: 27 clusters Score -1.804575e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4362 members 
Mstep: Class 3 contains 153668 members 
Mstep: Class 4 contains 66748 members 
Mstep: Class 5 contains 159687 members 
Mstep: Class 6 contains 88761 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7366 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160305 members 
Mstep: Class 11 contains 148803 members 
Mstep: Class 12 contains 23772 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11278 members 
Mstep: Class 18 contains 157935 members 
Mstep: Class 19 contains 150995 members 
Mstep: Class 20 contains 66529 members 
Mstep: Class 21 contains 167236 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457552.000000 Penalty: 91161.578125
Iteration 498Q: 27 clusters Score -1.804576e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4362 members 
Mstep: Class 3 contains 153658 members 
Mstep: Class 4 contains 66745 members 
Mstep: Class 5 contains 159682 members 
Mstep: Class 6 contains 88762 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7366 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160305 members 
Mstep: Class 11 contains 148800 members 
Mstep: Class 12 contains 23772 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11275 members 
Mstep: Class 18 contains 157928 members 
Mstep: Class 19 contains 151009 members 
Mstep: Class 20 contains 66543 members 
Mstep: Class 21 contains 167239 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457440.000000 Penalty: 91161.578125
Iteration 499Q: 27 clusters Score -1.804574e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4361 members 
Mstep: Class 3 contains 153663 members 
Mstep: Class 4 contains 66742 members 
Mstep: Class 5 contains 159672 members 
Mstep: Class 6 contains 88767 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 7366 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 160312 members 
Mstep: Class 11 contains 148788 members 
Mstep: Class 12 contains 23772 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 90 members 
Mstep: Class 16 contains 82 members 
Mstep: Class 17 contains 11276 members 
Mstep: Class 18 contains 157923 members 
Mstep: Class 19 contains 151021 members 
Mstep: Class 20 contains 66562 members 
Mstep: Class 21 contains 167222 members 
Mstep: Class 22 contains 4871 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 359 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457760.000000 Penalty: 91161.578125
Iteration 500F: 27 clusters Score -1.804578e+08 nChanged 202
Maximum iterations exceeded
--- Evaluating fit on full set of 4141529 points ---
Entering Unmasked Estep 
Score: -532074368.000000 Penalty: 98245.437500
23->27 Clusters: Score -532074368.000000, best is -532259360.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1380509 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 59581 members 
Mstep: Class 3 contains 59741 members 
Mstep: Class 4 contains 60145 members 
Mstep: Class 5 contains 59986 members 
Mstep: Class 6 contains 60385 members 
Mstep: Class 7 contains 60334 members 
Mstep: Class 8 contains 60071 members 
Mstep: Class 9 contains 59974 members 
Mstep: Class 10 contains 60356 members 
Mstep: Class 11 contains 60009 members 
Mstep: Class 12 contains 60419 members 
Mstep: Class 13 contains 59871 members 
Mstep: Class 14 contains 60089 members 
Mstep: Class 15 contains 59761 members 
Mstep: Class 16 contains 59817 members 
Mstep: Class 17 contains 59919 members 
Mstep: Class 18 contains 59760 members 
Mstep: Class 19 contains 59780 members 
Mstep: Class 20 contains 60076 members 
Mstep: Class 21 contains 59868 members 
Mstep: Class 22 contains 59957 members 
Mstep: Class 23 contains 60518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 938.691040 but Gain 3506.218750
Score: -174570128.000000 Penalty: 77136.718750
Iteration 0F: 23 clusters Score -1.745701e+08 nChanged 1317085
Entering Unmasked Mstep 
Mstep: Class 0 contains 2741 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 52011 members 
Mstep: Class 3 contains 25109 members 
Mstep: Class 4 contains 145744 members 
Mstep: Class 5 contains 48997 members 
Mstep: Class 6 contains 20175 members 
Mstep: Class 7 contains 96622 members 
Mstep: Class 8 contains 18583 members 
Mstep: Class 9 contains 71503 members 
Mstep: Class 10 contains 54461 members 
Mstep: Class 11 contains 37850 members 
Mstep: Class 12 contains 20309 members 
Mstep: Class 13 contains 18828 members 
Mstep: Class 14 contains 59958 members 
Mstep: Class 15 contains 82962 members 
Mstep: Class 16 contains 23472 members 
Mstep: Class 17 contains 164327 members 
Mstep: Class 18 contains 71936 members 
Mstep: Class 20 contains 138452 members 
Mstep: Class 21 contains 32416 members 
Mstep: Class 22 contains 82239 members 
Mstep: Class 23 contains 94586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178287120.000000 Penalty: 77136.718750
Iteration 1F: 23 clusters Score -1.782871e+08 nChanged 451589
Entering Unmasked Mstep 
Mstep: Class 0 contains 2805 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 40035 members 
Mstep: Class 3 contains 25611 members 
Mstep: Class 4 contains 198968 members 
Mstep: Class 5 contains 38533 members 
Mstep: Class 6 contains 11966 members 
Mstep: Class 7 contains 104034 members 
Mstep: Class 8 contains 16202 members 
Mstep: Class 9 contains 57293 members 
Mstep: Class 10 contains 49923 members 
Mstep: Class 11 contains 32372 members 
Mstep: Class 12 contains 9937 members 
Mstep: Class 13 contains 9762 members 
Mstep: Class 14 contains 51506 members 
Mstep: Class 15 contains 74618 members 
Mstep: Class 16 contains 10069 members 
Mstep: Class 17 contains 209178 members 
Mstep: Class 18 contains 64879 members 
Mstep: Class 20 contains 158826 members 
Mstep: Class 21 contains 28668 members 
Mstep: Class 22 contains 76009 members 
Mstep: Class 23 contains 98529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178839344.000000 Penalty: 77136.718750
Iteration 2F: 23 clusters Score -1.788393e+08 nChanged 310396
Entering Unmasked Mstep 
Mstep: Class 0 contains 2792 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 37451 members 
Mstep: Class 3 contains 23828 members 
Mstep: Class 4 contains 227463 members 
Mstep: Class 5 contains 29566 members 
Mstep: Class 6 contains 7212 members 
Mstep: Class 7 contains 122380 members 
Mstep: Class 8 contains 14591 members 
Mstep: Class 9 contains 46841 members 
Mstep: Class 10 contains 43970 members 
Mstep: Class 11 contains 27777 members 
Mstep: Class 12 contains 4771 members 
Mstep: Class 13 contains 4195 members 
Mstep: Class 14 contains 42209 members 
Mstep: Class 15 contains 66345 members 
Mstep: Class 16 contains 5072 members 
Mstep: Class 17 contains 219626 members 
Mstep: Class 18 contains 54099 members 
Mstep: Class 20 contains 192730 members 
Mstep: Class 21 contains 24127 members 
Mstep: Class 22 contains 78730 members 
Mstep: Class 23 contains 98579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1905.499146 but Gain 3506.210938
Score: -178992448.000000 Penalty: 73630.507812
Iteration 3F: 22 clusters Score -1.789924e+08 nChanged 252991
Entering Unmasked Mstep 
Mstep: Class 0 contains 2790 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 38620 members 
Mstep: Class 3 contains 21719 members 
Mstep: Class 4 contains 211748 members 
Mstep: Class 5 contains 25030 members 
Mstep: Class 6 contains 4661 members 
Mstep: Class 7 contains 144091 members 
Mstep: Class 8 contains 13706 members 
Mstep: Class 9 contains 40710 members 
Mstep: Class 10 contains 40228 members 
Mstep: Class 11 contains 25893 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 14 contains 31613 members 
Mstep: Class 15 contains 61686 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 209649 members 
Mstep: Class 18 contains 44815 members 
Mstep: Class 20 contains 241429 members 
Mstep: Class 21 contains 21420 members 
Mstep: Class 22 contains 88231 members 
Mstep: Class 23 contains 104320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1837.961060 but Gain 3506.210938
Score: -179114656.000000 Penalty: 70124.296875
Iteration 4F: 21 clusters Score -1.791147e+08 nChanged 216302
Entering Unmasked Mstep 
Mstep: Class 0 contains 2781 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 42379 members 
Mstep: Class 3 contains 19891 members 
Mstep: Class 4 contains 192200 members 
Mstep: Class 5 contains 22405 members 
Mstep: Class 6 contains 3598 members 
Mstep: Class 7 contains 162436 members 
Mstep: Class 8 contains 13956 members 
Mstep: Class 9 contains 36715 members 
Mstep: Class 10 contains 38988 members 
Mstep: Class 11 contains 25892 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 14 contains 21857 members 
Mstep: Class 15 contains 61806 members 
Mstep: Class 17 contains 202014 members 
Mstep: Class 18 contains 37340 members 
Mstep: Class 20 contains 253711 members 
Mstep: Class 21 contains 19736 members 
Mstep: Class 22 contains 103193 members 
Mstep: Class 23 contains 116066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3497.542480 but Gain 3506.218750
Score: -179241232.000000 Penalty: 66618.078125
Iteration 5F: 20 clusters Score -1.792412e+08 nChanged 182272
Entering Unmasked Mstep 
Mstep: Class 0 contains 2568 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 48030 members 
Mstep: Class 3 contains 18151 members 
Mstep: Class 4 contains 188963 members 
Mstep: Class 5 contains 20160 members 
Mstep: Class 7 contains 175923 members 
Mstep: Class 8 contains 15131 members 
Mstep: Class 9 contains 32693 members 
Mstep: Class 10 contains 38533 members 
Mstep: Class 11 contains 26530 members 
Mstep: Class 12 contains 497 members 
Mstep: Class 14 contains 14263 members 
Mstep: Class 15 contains 64274 members 
Mstep: Class 17 contains 200543 members 
Mstep: Class 18 contains 30667 members 
Mstep: Class 20 contains 227305 members 
Mstep: Class 21 contains 18057 members 
Mstep: Class 22 contains 123249 members 
Mstep: Class 23 contains 131228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179415312.000000 Penalty: 66618.078125
Iteration 6F: 20 clusters Score -1.794153e+08 nChanged 165754
Entering Unmasked Mstep 
Mstep: Class 0 contains 2223 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 54233 members 
Mstep: Class 3 contains 15992 members 
Mstep: Class 4 contains 184169 members 
Mstep: Class 5 contains 18172 members 
Mstep: Class 7 contains 186435 members 
Mstep: Class 8 contains 16590 members 
Mstep: Class 9 contains 27716 members 
Mstep: Class 10 contains 37506 members 
Mstep: Class 11 contains 27373 members 
Mstep: Class 12 contains 722 members 
Mstep: Class 14 contains 7314 members 
Mstep: Class 15 contains 66675 members 
Mstep: Class 17 contains 193879 members 
Mstep: Class 18 contains 24378 members 
Mstep: Class 20 contains 198928 members 
Mstep: Class 21 contains 16193 members 
Mstep: Class 22 contains 147879 members 
Mstep: Class 23 contains 148654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179571024.000000 Penalty: 66618.078125
Iteration 7F: 20 clusters Score -1.79571e+08 nChanged 155594
Entering Unmasked Mstep 
Mstep: Class 0 contains 1747 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 60038 members 
Mstep: Class 3 contains 13797 members 
Mstep: Class 4 contains 176654 members 
Mstep: Class 5 contains 16117 members 
Mstep: Class 7 contains 194250 members 
Mstep: Class 8 contains 18033 members 
Mstep: Class 9 contains 22228 members 
Mstep: Class 10 contains 34925 members 
Mstep: Class 11 contains 28284 members 
Mstep: Class 12 contains 885 members 
Mstep: Class 14 contains 4575 members 
Mstep: Class 15 contains 67897 members 
Mstep: Class 17 contains 182171 members 
Mstep: Class 18 contains 18646 members 
Mstep: Class 20 contains 173859 members 
Mstep: Class 21 contains 14288 members 
Mstep: Class 22 contains 175377 members 
Mstep: Class 23 contains 169053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179796080.000000 Penalty: 66618.078125
Iteration 8F: 20 clusters Score -1.797961e+08 nChanged 156267
Entering Unmasked Mstep 
Mstep: Class 0 contains 1087 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 64660 members 
Mstep: Class 3 contains 11953 members 
Mstep: Class 4 contains 159546 members 
Mstep: Class 5 contains 13713 members 
Mstep: Class 7 contains 199652 members 
Mstep: Class 8 contains 19466 members 
Mstep: Class 9 contains 16763 members 
Mstep: Class 10 contains 31036 members 
Mstep: Class 11 contains 29620 members 
Mstep: Class 12 contains 1444 members 
Mstep: Class 14 contains 3463 members 
Mstep: Class 15 contains 70931 members 
Mstep: Class 17 contains 162043 members 
Mstep: Class 18 contains 13798 members 
Mstep: Class 20 contains 154418 members 
Mstep: Class 21 contains 12425 members 
Mstep: Class 22 contains 205579 members 
Mstep: Class 23 contains 198811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179899808.000000 Penalty: 66618.078125
Iteration 9F: 20 clusters Score -1.798998e+08 nChanged 158588
Entering Unmasked Mstep 
Mstep: Class 0 contains 853 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 69232 members 
Mstep: Class 3 contains 10620 members 
Mstep: Class 4 contains 140784 members 
Mstep: Class 5 contains 11463 members 
Mstep: Class 7 contains 203934 members 
Mstep: Class 8 contains 21023 members 
Mstep: Class 9 contains 12578 members 
Mstep: Class 10 contains 27872 members 
Mstep: Class 11 contains 31543 members 
Mstep: Class 12 contains 1778 members 
Mstep: Class 14 contains 3211 members 
Mstep: Class 15 contains 77084 members 
Mstep: Class 17 contains 142562 members 
Mstep: Class 18 contains 10363 members 
Mstep: Class 20 contains 143320 members 
Mstep: Class 21 contains 11171 members 
Mstep: Class 22 contains 223891 members 
Mstep: Class 23 contains 224811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179944912.000000 Penalty: 66618.078125
Iteration 10F: 20 clusters Score -1.799449e+08 nChanged 157978
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 74326 members 
Mstep: Class 3 contains 9688 members 
Mstep: Class 4 contains 131541 members 
Mstep: Class 5 contains 9881 members 
Mstep: Class 7 contains 207813 members 
Mstep: Class 8 contains 23409 members 
Mstep: Class 9 contains 9807 members 
Mstep: Class 10 contains 26102 members 
Mstep: Class 11 contains 33617 members 
Mstep: Class 12 contains 2334 members 
Mstep: Class 14 contains 3148 members 
Mstep: Class 15 contains 85291 members 
Mstep: Class 17 contains 133578 members 
Mstep: Class 18 contains 8229 members 
Mstep: Class 20 contains 142543 members 
Mstep: Class 21 contains 10798 members 
Mstep: Class 22 contains 225675 members 
Mstep: Class 23 contains 227749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180021968.000000 Penalty: 66618.078125
Iteration 11F: 20 clusters Score -1.80022e+08 nChanged 128246
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 79368 members 
Mstep: Class 3 contains 8987 members 
Mstep: Class 4 contains 131229 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 7 contains 211078 members 
Mstep: Class 8 contains 26131 members 
Mstep: Class 9 contains 7946 members 
Mstep: Class 10 contains 24876 members 
Mstep: Class 11 contains 35400 members 
Mstep: Class 12 contains 2652 members 
Mstep: Class 14 contains 3165 members 
Mstep: Class 15 contains 93689 members 
Mstep: Class 17 contains 133735 members 
Mstep: Class 18 contains 6839 members 
Mstep: Class 20 contains 151731 members 
Mstep: Class 21 contains 10907 members 
Mstep: Class 22 contains 217218 members 
Mstep: Class 23 contains 209990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180073312.000000 Penalty: 66618.078125
Iteration 12F: 20 clusters Score -1.800733e+08 nChanged 100980
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 83568 members 
Mstep: Class 3 contains 8198 members 
Mstep: Class 4 contains 133374 members 
Mstep: Class 5 contains 7821 members 
Mstep: Class 7 contains 212679 members 
Mstep: Class 8 contains 28430 members 
Mstep: Class 9 contains 6549 members 
Mstep: Class 10 contains 23381 members 
Mstep: Class 11 contains 36870 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 101494 members 
Mstep: Class 17 contains 138197 members 
Mstep: Class 18 contains 5633 members 
Mstep: Class 20 contains 161623 members 
Mstep: Class 21 contains 11077 members 
Mstep: Class 22 contains 204218 members 
Mstep: Class 23 contains 192892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180118416.000000 Penalty: 66618.078125
Iteration 13F: 20 clusters Score -1.801184e+08 nChanged 83999
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 87061 members 
Mstep: Class 3 contains 7426 members 
Mstep: Class 4 contains 136918 members 
Mstep: Class 5 contains 7029 members 
Mstep: Class 7 contains 213109 members 
Mstep: Class 8 contains 30427 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 22113 members 
Mstep: Class 11 contains 38225 members 
Mstep: Class 12 contains 2667 members 
Mstep: Class 14 contains 3288 members 
Mstep: Class 15 contains 108444 members 
Mstep: Class 17 contains 144641 members 
Mstep: Class 18 contains 4657 members 
Mstep: Class 20 contains 167196 members 
Mstep: Class 21 contains 11346 members 
Mstep: Class 22 contains 190414 members 
Mstep: Class 23 contains 179862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180154176.000000 Penalty: 66618.078125
Iteration 14F: 20 clusters Score -1.801542e+08 nChanged 70720
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 89731 members 
Mstep: Class 3 contains 6705 members 
Mstep: Class 4 contains 141175 members 
Mstep: Class 5 contains 6489 members 
Mstep: Class 7 contains 213022 members 
Mstep: Class 8 contains 32132 members 
Mstep: Class 9 contains 4652 members 
Mstep: Class 10 contains 21070 members 
Mstep: Class 11 contains 39488 members 
Mstep: Class 12 contains 2675 members 
Mstep: Class 14 contains 3299 members 
Mstep: Class 15 contains 114264 members 
Mstep: Class 17 contains 151022 members 
Mstep: Class 18 contains 3948 members 
Mstep: Class 20 contains 167726 members 
Mstep: Class 21 contains 11632 members 
Mstep: Class 22 contains 179620 members 
Mstep: Class 23 contains 170332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180181152.000000 Penalty: 66618.078125
Iteration 15F: 20 clusters Score -1.801812e+08 nChanged 59185
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 91940 members 
Mstep: Class 3 contains 6032 members 
Mstep: Class 4 contains 145746 members 
Mstep: Class 5 contains 6213 members 
Mstep: Class 7 contains 212527 members 
Mstep: Class 8 contains 33693 members 
Mstep: Class 9 contains 4014 members 
Mstep: Class 10 contains 20073 members 
Mstep: Class 11 contains 40765 members 
Mstep: Class 12 contains 2680 members 
Mstep: Class 14 contains 3307 members 
Mstep: Class 15 contains 119414 members 
Mstep: Class 17 contains 155181 members 
Mstep: Class 18 contains 3426 members 
Mstep: Class 20 contains 165493 members 
Mstep: Class 21 contains 11959 members 
Mstep: Class 22 contains 171074 members 
Mstep: Class 23 contains 164335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3469.982666 but Gain 3506.214844
Score: -180200016.000000 Penalty: 63111.863281
Iteration 16Q: 19 clusters Score -1.802e+08 nChanged 52582
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 93982 members 
Mstep: Class 3 contains 5493 members 
Mstep: Class 4 contains 150938 members 
Mstep: Class 5 contains 6200 members 
Mstep: Class 7 contains 212319 members 
Mstep: Class 8 contains 35175 members 
Mstep: Class 9 contains 3688 members 
Mstep: Class 10 contains 19119 members 
Mstep: Class 11 contains 42012 members 
Mstep: Class 12 contains 2685 members 
Mstep: Class 14 contains 3317 members 
Mstep: Class 15 contains 124298 members 
Mstep: Class 17 contains 157506 members 
Mstep: Class 20 contains 162487 members 
Mstep: Class 21 contains 12311 members 
Mstep: Class 22 contains 164179 members 
Mstep: Class 23 contains 161177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180221600.000000 Penalty: 63111.863281
Iteration 17Q: 19 clusters Score -1.802216e+08 nChanged 42576
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 95244 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 155860 members 
Mstep: Class 5 contains 6332 members 
Mstep: Class 7 contains 211608 members 
Mstep: Class 8 contains 36466 members 
Mstep: Class 9 contains 3367 members 
Mstep: Class 10 contains 18115 members 
Mstep: Class 11 contains 43038 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 14 contains 3338 members 
Mstep: Class 15 contains 128530 members 
Mstep: Class 17 contains 157315 members 
Mstep: Class 20 contains 159430 members 
Mstep: Class 21 contains 12622 members 
Mstep: Class 22 contains 159028 members 
Mstep: Class 23 contains 158024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180235232.000000 Penalty: 63111.863281
Iteration 18Q: 19 clusters Score -1.802352e+08 nChanged 37763
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 95840 members 
Mstep: Class 3 contains 4660 members 
Mstep: Class 4 contains 160311 members 
Mstep: Class 5 contains 6568 members 
Mstep: Class 7 contains 210840 members 
Mstep: Class 8 contains 37629 members 
Mstep: Class 9 contains 3089 members 
Mstep: Class 10 contains 17033 members 
Mstep: Class 11 contains 43919 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 15 contains 132386 members 
Mstep: Class 17 contains 155915 members 
Mstep: Class 20 contains 156981 members 
Mstep: Class 21 contains 12823 members 
Mstep: Class 22 contains 156095 members 
Mstep: Class 23 contains 155140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180243776.000000 Penalty: 63111.863281
Iteration 19Q: 19 clusters Score -1.802438e+08 nChanged 35753
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 95799 members 
Mstep: Class 3 contains 4314 members 
Mstep: Class 4 contains 164229 members 
Mstep: Class 5 contains 6897 members 
Mstep: Class 7 contains 210020 members 
Mstep: Class 8 contains 38721 members 
Mstep: Class 9 contains 2872 members 
Mstep: Class 10 contains 15982 members 
Mstep: Class 11 contains 44733 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 14 contains 3366 members 
Mstep: Class 15 contains 135972 members 
Mstep: Class 17 contains 153749 members 
Mstep: Class 20 contains 155099 members 
Mstep: Class 21 contains 12957 members 
Mstep: Class 22 contains 154409 members 
Mstep: Class 23 contains 152737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180252896.000000 Penalty: 63111.863281
Iteration 20F: 19 clusters Score -1.802529e+08 nChanged 34612
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 95305 members 
Mstep: Class 3 contains 4033 members 
Mstep: Class 4 contains 167264 members 
Mstep: Class 5 contains 7249 members 
Mstep: Class 7 contains 209219 members 
Mstep: Class 8 contains 39643 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 14979 members 
Mstep: Class 11 contains 45394 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 14 contains 3382 members 
Mstep: Class 15 contains 139005 members 
Mstep: Class 17 contains 151488 members 
Mstep: Class 20 contains 153818 members 
Mstep: Class 21 contains 13133 members 
Mstep: Class 22 contains 153653 members 
Mstep: Class 23 contains 150965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180258464.000000 Penalty: 63111.863281
Iteration 21Q: 19 clusters Score -1.802585e+08 nChanged 34094
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 94390 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 169286 members 
Mstep: Class 5 contains 7655 members 
Mstep: Class 7 contains 208750 members 
Mstep: Class 8 contains 40490 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 13962 members 
Mstep: Class 11 contains 45904 members 
Mstep: Class 12 contains 2684 members 
Mstep: Class 14 contains 3383 members 
Mstep: Class 15 contains 141659 members 
Mstep: Class 17 contains 149759 members 
Mstep: Class 20 contains 153076 members 
Mstep: Class 21 contains 13318 members 
Mstep: Class 22 contains 153192 members 
Mstep: Class 23 contains 149610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180263728.000000 Penalty: 63111.863281
Iteration 22Q: 19 clusters Score -1.802637e+08 nChanged 33311
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 93256 members 
Mstep: Class 3 contains 3511 members 
Mstep: Class 4 contains 170068 members 
Mstep: Class 5 contains 8085 members 
Mstep: Class 7 contains 208530 members 
Mstep: Class 8 contains 41377 members 
Mstep: Class 9 contains 2275 members 
Mstep: Class 10 contains 13039 members 
Mstep: Class 11 contains 46205 members 
Mstep: Class 12 contains 2683 members 
Mstep: Class 14 contains 3389 members 
Mstep: Class 15 contains 144135 members 
Mstep: Class 17 contains 148464 members 
Mstep: Class 20 contains 152509 members 
Mstep: Class 21 contains 13526 members 
Mstep: Class 22 contains 152999 members 
Mstep: Class 23 contains 148832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180267488.000000 Penalty: 63111.863281
Iteration 23Q: 19 clusters Score -1.802675e+08 nChanged 31707
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 91891 members 
Mstep: Class 3 contains 3214 members 
Mstep: Class 4 contains 169717 members 
Mstep: Class 5 contains 8522 members 
Mstep: Class 7 contains 208520 members 
Mstep: Class 8 contains 42195 members 
Mstep: Class 9 contains 2111 members 
Mstep: Class 10 contains 12107 members 
Mstep: Class 11 contains 46286 members 
Mstep: Class 12 contains 2683 members 
Mstep: Class 14 contains 3388 members 
Mstep: Class 15 contains 146697 members 
Mstep: Class 17 contains 147794 members 
Mstep: Class 20 contains 152224 members 
Mstep: Class 21 contains 13686 members 
Mstep: Class 22 contains 153022 members 
Mstep: Class 23 contains 148401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3496.123047 but Gain 3506.214844
Score: -180271472.000000 Penalty: 59605.648438
Iteration 24Q: 18 clusters Score -1.802715e+08 nChanged 32407
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 90780 members 
Mstep: Class 3 contains 2952 members 
Mstep: Class 4 contains 168557 members 
Mstep: Class 5 contains 8958 members 
Mstep: Class 7 contains 208504 members 
Mstep: Class 8 contains 43014 members 
Mstep: Class 10 contains 11201 members 
Mstep: Class 11 contains 46198 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 14 contains 3388 members 
Mstep: Class 15 contains 149972 members 
Mstep: Class 17 contains 147477 members 
Mstep: Class 20 contains 152257 members 
Mstep: Class 21 contains 13858 members 
Mstep: Class 22 contains 153555 members 
Mstep: Class 23 contains 148689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3376.135498 but Gain 3506.214844
Score: -180278080.000000 Penalty: 56099.433594
Iteration 25Q: 17 clusters Score -1.802781e+08 nChanged 31327
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 89588 members 
Mstep: Class 4 contains 166528 members 
Mstep: Class 5 contains 9458 members 
Mstep: Class 7 contains 208468 members 
Mstep: Class 8 contains 43796 members 
Mstep: Class 10 contains 10396 members 
Mstep: Class 11 contains 46031 members 
Mstep: Class 12 contains 2687 members 
Mstep: Class 14 contains 3391 members 
Mstep: Class 15 contains 154066 members 
Mstep: Class 17 contains 148395 members 
Mstep: Class 20 contains 152342 members 
Mstep: Class 21 contains 14031 members 
Mstep: Class 22 contains 153514 members 
Mstep: Class 23 contains 148957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180285808.000000 Penalty: 56099.433594
Iteration 26Q: 17 clusters Score -1.802858e+08 nChanged 28815
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 88090 members 
Mstep: Class 4 contains 163663 members 
Mstep: Class 5 contains 10063 members 
Mstep: Class 7 contains 208600 members 
Mstep: Class 8 contains 44513 members 
Mstep: Class 10 contains 9659 members 
Mstep: Class 11 contains 45535 members 
Mstep: Class 12 contains 2688 members 
Mstep: Class 14 contains 3391 members 
Mstep: Class 15 contains 159899 members 
Mstep: Class 17 contains 147258 members 
Mstep: Class 20 contains 152070 members 
Mstep: Class 21 contains 14179 members 
Mstep: Class 22 contains 152925 members 
Mstep: Class 23 contains 148748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180292080.000000 Penalty: 56099.433594
Iteration 27Q: 17 clusters Score -1.802921e+08 nChanged 31178
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 86527 members 
Mstep: Class 4 contains 159960 members 
Mstep: Class 5 contains 10640 members 
Mstep: Class 7 contains 208502 members 
Mstep: Class 8 contains 45170 members 
Mstep: Class 10 contains 9012 members 
Mstep: Class 11 contains 44581 members 
Mstep: Class 12 contains 2689 members 
Mstep: Class 14 contains 3400 members 
Mstep: Class 15 contains 168670 members 
Mstep: Class 17 contains 145613 members 
Mstep: Class 20 contains 151617 members 
Mstep: Class 21 contains 14268 members 
Mstep: Class 22 contains 152206 members 
Mstep: Class 23 contains 148079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180296880.000000 Penalty: 56099.433594
Iteration 28Q: 17 clusters Score -1.802969e+08 nChanged 37252
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 84969 members 
Mstep: Class 4 contains 155342 members 
Mstep: Class 5 contains 11178 members 
Mstep: Class 7 contains 208173 members 
Mstep: Class 8 contains 45717 members 
Mstep: Class 10 contains 8429 members 
Mstep: Class 11 contains 43339 members 
Mstep: Class 12 contains 2689 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 181183 members 
Mstep: Class 17 contains 143349 members 
Mstep: Class 20 contains 150863 members 
Mstep: Class 21 contains 14273 members 
Mstep: Class 22 contains 151381 members 
Mstep: Class 23 contains 146289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180302256.000000 Penalty: 56099.433594
Iteration 29Q: 17 clusters Score -1.803023e+08 nChanged 45306
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 83500 members 
Mstep: Class 4 contains 150092 members 
Mstep: Class 5 contains 11717 members 
Mstep: Class 7 contains 207986 members 
Mstep: Class 8 contains 46315 members 
Mstep: Class 10 contains 7906 members 
Mstep: Class 11 contains 41983 members 
Mstep: Class 12 contains 2689 members 
Mstep: Class 14 contains 3415 members 
Mstep: Class 15 contains 194854 members 
Mstep: Class 17 contains 140944 members 
Mstep: Class 20 contains 150155 members 
Mstep: Class 21 contains 14348 members 
Mstep: Class 22 contains 150595 members 
Mstep: Class 23 contains 143761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180301536.000000 Penalty: 56099.433594
Iteration 30Q: 17 clusters Score -1.803015e+08 nChanged 49091
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 82167 members 
Mstep: Class 4 contains 145879 members 
Mstep: Class 5 contains 12222 members 
Mstep: Class 7 contains 208482 members 
Mstep: Class 8 contains 46990 members 
Mstep: Class 10 contains 7379 members 
Mstep: Class 11 contains 41066 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 14 contains 3424 members 
Mstep: Class 15 contains 203073 members 
Mstep: Class 17 contains 139518 members 
Mstep: Class 20 contains 150559 members 
Mstep: Class 21 contains 14453 members 
Mstep: Class 22 contains 150407 members 
Mstep: Class 23 contains 141674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180297712.000000 Penalty: 56099.433594
Iteration 31Q: 17 clusters Score -1.802977e+08 nChanged 45261
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 81079 members 
Mstep: Class 4 contains 143828 members 
Mstep: Class 5 contains 12658 members 
Mstep: Class 7 contains 209549 members 
Mstep: Class 8 contains 47775 members 
Mstep: Class 10 contains 6873 members 
Mstep: Class 11 contains 40810 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 14 contains 3419 members 
Mstep: Class 15 contains 202175 members 
Mstep: Class 17 contains 139458 members 
Mstep: Class 20 contains 151803 members 
Mstep: Class 21 contains 14667 members 
Mstep: Class 22 contains 151685 members 
Mstep: Class 23 contains 141254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180301344.000000 Penalty: 56099.433594
Iteration 32Q: 17 clusters Score -1.803013e+08 nChanged 37108
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 80299 members 
Mstep: Class 4 contains 143939 members 
Mstep: Class 5 contains 12981 members 
Mstep: Class 7 contains 210805 members 
Mstep: Class 8 contains 48615 members 
Mstep: Class 10 contains 6380 members 
Mstep: Class 11 contains 41132 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 14 contains 3422 members 
Mstep: Class 15 contains 195467 members 
Mstep: Class 17 contains 139886 members 
Mstep: Class 20 contains 153203 members 
Mstep: Class 21 contains 14928 members 
Mstep: Class 22 contains 153468 members 
Mstep: Class 23 contains 142239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180306336.000000 Penalty: 56099.433594
Iteration 33Q: 17 clusters Score -1.803063e+08 nChanged 30403
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 79723 members 
Mstep: Class 4 contains 145290 members 
Mstep: Class 5 contains 13188 members 
Mstep: Class 7 contains 211841 members 
Mstep: Class 8 contains 49449 members 
Mstep: Class 10 contains 5973 members 
Mstep: Class 11 contains 41819 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 14 contains 3428 members 
Mstep: Class 15 contains 187149 members 
Mstep: Class 17 contains 140256 members 
Mstep: Class 20 contains 154121 members 
Mstep: Class 21 contains 15221 members 
Mstep: Class 22 contains 154917 members 
Mstep: Class 23 contains 144125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180315680.000000 Penalty: 56099.433594
Iteration 34Q: 17 clusters Score -1.803157e+08 nChanged 25987
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 79342 members 
Mstep: Class 4 contains 147218 members 
Mstep: Class 5 contains 13398 members 
Mstep: Class 7 contains 212431 members 
Mstep: Class 8 contains 50266 members 
Mstep: Class 10 contains 5582 members 
Mstep: Class 11 contains 42770 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 179316 members 
Mstep: Class 17 contains 140502 members 
Mstep: Class 20 contains 154481 members 
Mstep: Class 21 contains 15575 members 
Mstep: Class 22 contains 155603 members 
Mstep: Class 23 contains 146310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180325472.000000 Penalty: 56099.433594
Iteration 35Q: 17 clusters Score -1.803255e+08 nChanged 22580
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 79100 members 
Mstep: Class 4 contains 149157 members 
Mstep: Class 5 contains 13535 members 
Mstep: Class 7 contains 212727 members 
Mstep: Class 8 contains 50987 members 
Mstep: Class 10 contains 5244 members 
Mstep: Class 11 contains 43687 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 14 contains 3434 members 
Mstep: Class 15 contains 172792 members 
Mstep: Class 17 contains 140506 members 
Mstep: Class 20 contains 154460 members 
Mstep: Class 21 contains 15946 members 
Mstep: Class 22 contains 155801 members 
Mstep: Class 23 contains 148575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180333360.000000 Penalty: 56099.433594
Iteration 36Q: 17 clusters Score -1.803334e+08 nChanged 20429
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 79092 members 
Mstep: Class 4 contains 150889 members 
Mstep: Class 5 contains 13690 members 
Mstep: Class 7 contains 212803 members 
Mstep: Class 8 contains 51630 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 44634 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 14 contains 3433 members 
Mstep: Class 15 contains 167768 members 
Mstep: Class 17 contains 140077 members 
Mstep: Class 20 contains 154059 members 
Mstep: Class 21 contains 16392 members 
Mstep: Class 22 contains 155222 members 
Mstep: Class 23 contains 151054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180340080.000000 Penalty: 56099.433594
Iteration 37Q: 17 clusters Score -1.803401e+08 nChanged 19395
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 79184 members 
Mstep: Class 4 contains 152348 members 
Mstep: Class 5 contains 13810 members 
Mstep: Class 7 contains 212808 members 
Mstep: Class 8 contains 52240 members 
Mstep: Class 10 contains 4781 members 
Mstep: Class 11 contains 45461 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 14 contains 3435 members 
Mstep: Class 15 contains 164201 members 
Mstep: Class 17 contains 139328 members 
Mstep: Class 20 contains 153442 members 
Mstep: Class 21 contains 16881 members 
Mstep: Class 22 contains 154390 members 
Mstep: Class 23 contains 153178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180343952.000000 Penalty: 56099.433594
Iteration 38Q: 17 clusters Score -1.80344e+08 nChanged 18430
Entering ConstructFrom: 
Score: -180343952.000000 Penalty: 56099.433594
Entering ConstructFrom: 
Trying to split cluster 1 (32404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Entering Unmasked Estep 
Score: -4148197.500000 Penalty: 2575.737061
	Iteration 0F: 2 clusters Score -4148198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -4126091.500000 Penalty: 5151.474121
	Iteration 0F: 3 clusters Score -4126092 nChanged 14754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -4133941.000000 Penalty: 5151.474121
	Iteration 1F: 3 clusters Score -4133941 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -4135003.750000 Penalty: 5151.474121
	Iteration 2Q: 3 clusters Score -4135004 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -4137303.750000 Penalty: 5151.474121
	Iteration 3F: 3 clusters Score -4137304 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -4140720.000000 Penalty: 5151.474121
	Iteration 4F: 3 clusters Score -4140720 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -4144061.250000 Penalty: 5151.474121
	Iteration 5F: 3 clusters Score -4144061 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -4146048.750000 Penalty: 5151.474121
	Iteration 6F: 3 clusters Score -4146049 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -4146978.750000 Penalty: 5151.474121
	Iteration 7F: 3 clusters Score -4146979 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -4147466.250000 Penalty: 5151.474121
	Iteration 8Q: 3 clusters Score -4147466 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -4147776.750000 Penalty: 5151.474121
	Iteration 9Q: 3 clusters Score -4147777 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -4147958.500000 Penalty: 5151.474121
	Iteration 10Q: 3 clusters Score -4147958 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -4148066.750000 Penalty: 5151.474121
	Iteration 11Q: 3 clusters Score -4148067 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -4148170.500000 Penalty: 5151.474121
	Iteration 12Q: 3 clusters Score -4148170 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -4148234.750000 Penalty: 5151.474121
	Iteration 13Q: 3 clusters Score -4148235 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -4148299.750000 Penalty: 5151.474121
	Iteration 14Q: 3 clusters Score -4148300 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -4148348.750000 Penalty: 5151.474121
	Iteration 15Q: 3 clusters Score -4148349 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -4148386.750000 Penalty: 5151.474121
	Iteration 16Q: 3 clusters Score -4148387 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -4148430.750000 Penalty: 5151.474121
	Iteration 17Q: 3 clusters Score -4148431 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -4148456.000000 Penalty: 5151.474121
	Iteration 18Q: 3 clusters Score -4148456 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -4148476.500000 Penalty: 5151.474121
	Iteration 19Q: 3 clusters Score -4148476 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -4148508.500000 Penalty: 5151.474121
	Iteration 20F: 3 clusters Score -4148508 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -4148520.750000 Penalty: 5151.474121
	Iteration 21Q: 3 clusters Score -4148521 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -4148547.500000 Penalty: 5151.474121
	Iteration 22Q: 3 clusters Score -4148548 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -4148556.250000 Penalty: 5151.474121
	Iteration 23Q: 3 clusters Score -4148556 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -4148569.750000 Penalty: 5151.474121
	Iteration 24Q: 3 clusters Score -4148570 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -4148577.750000 Penalty: 5151.474121
	Iteration 25Q: 3 clusters Score -4148578 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -4148588.750000 Penalty: 5151.474121
	Iteration 26Q: 3 clusters Score -4148589 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -4148605.250000 Penalty: 5151.474121
	Iteration 27Q: 3 clusters Score -4148605 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -4148622.000000 Penalty: 5151.474121
	Iteration 28Q: 3 clusters Score -4148622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -4148626.500000 Penalty: 5151.474121
	Iteration 29Q: 3 clusters Score -4148626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -4148628.000000 Penalty: 5151.474121
	Iteration 30Q: 3 clusters Score -4148628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -4148634.000000 Penalty: 5151.474121
	Iteration 31Q: 3 clusters Score -4148634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -4148636.500000 Penalty: 5151.474121
	Iteration 32Q: 3 clusters Score -4148636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -4148643.000000 Penalty: 5151.474121
	Iteration 33Q: 3 clusters Score -4148643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -4148645.250000 Penalty: 5151.474121
	Iteration 34Q: 3 clusters Score -4148645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -4148636.000000 Penalty: 5151.474121
	Iteration 35Q: 3 clusters Score -4148636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -4148642.250000 Penalty: 5151.474121
	Iteration 36Q: 3 clusters Score -4148642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -4148644.500000 Penalty: 5151.474121
	Iteration 37Q: 3 clusters Score -4148644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -4148647.500000 Penalty: 5151.474121
	Iteration 38Q: 3 clusters Score -4148648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -4148646.500000 Penalty: 5151.474121
	Iteration 39Q: 3 clusters Score -4148646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -4148649.000000 Penalty: 5151.474121
	Iteration 40F: 3 clusters Score -4148649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -4148652.750000 Penalty: 5151.474121
	Iteration 41Q: 3 clusters Score -4148653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -4148651.000000 Penalty: 5151.474121
	Iteration 42Q: 3 clusters Score -4148651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -4148649.750000 Penalty: 5151.474121
	Iteration 43Q: 3 clusters Score -4148650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -4148647.750000 Penalty: 5151.474121
	Iteration 44Q: 3 clusters Score -4148648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -4148645.000000 Penalty: 5151.474121
	Iteration 45Q: 3 clusters Score -4148645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -4148642.750000 Penalty: 5151.474121
	Iteration 46Q: 3 clusters Score -4148643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -4148644.250000 Penalty: 5151.474121
	Iteration 47Q: 3 clusters Score -4148644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -4148651.000000 Penalty: 5151.474121
	Iteration 48Q: 3 clusters Score -4148651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -4148650.750000 Penalty: 5151.474121
	Iteration 49Q: 3 clusters Score -4148651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -4148648.750000 Penalty: 5151.474121
	Iteration 50Q: 3 clusters Score -4148649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -4148657.750000 Penalty: 5151.474121
	Iteration 51Q: 3 clusters Score -4148658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -4148660.500000 Penalty: 5151.474121
	Iteration 52Q: 3 clusters Score -4148660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -4148664.250000 Penalty: 5151.474121
	Iteration 53Q: 3 clusters Score -4148664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -4148665.250000 Penalty: 5151.474121
	Iteration 54Q: 3 clusters Score -4148665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -4148662.500000 Penalty: 5151.474121
	Iteration 55Q: 3 clusters Score -4148662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -4148661.500000 Penalty: 5151.474121
	Iteration 56Q: 3 clusters Score -4148662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -4148662.500000 Penalty: 5151.474121
	Iteration 57Q: 3 clusters Score -4148662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -4148662.750000 Penalty: 5151.474121
	Iteration 58Q: 3 clusters Score -4148663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -4148662.750000 Penalty: 5151.474121
	Iteration 59F: 3 clusters Score -4148663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 79281 members 
Mstep: Class 3 contains 3561 members 
Mstep: Class 4 contains 153659 members 
Mstep: Class 5 contains 13957 members 
Mstep: Class 7 contains 212811 members 
Mstep: Class 8 contains 52758 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 46182 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 14 contains 3433 members 
Mstep: Class 15 contains 161511 members 
Mstep: Class 17 contains 138393 members 
Mstep: Class 20 contains 152796 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 153513 members 
Mstep: Class 23 contains 155078 members 
Entering Unmasked Estep 
Score: -180344864.000000 Penalty: 59605.648438
Splitting cluster 1 changes total score from -180343952.000000 to -180344864.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (79281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79281 members 
Entering Unmasked Estep 
Score: -10467117.000000 Penalty: 2797.626953
	Iteration 0F: 2 clusters Score -1.046712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -10413930.000000 Penalty: 5595.253906
	Iteration 0F: 3 clusters Score -1.041393e+07 nChanged 37301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -10434985.000000 Penalty: 5595.253906
	Iteration 1F: 3 clusters Score -1.043498e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -10435698.000000 Penalty: 5595.253906
	Iteration 2Q: 3 clusters Score -1.04357e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -10436787.000000 Penalty: 5595.253906
	Iteration 3Q: 3 clusters Score -1.043679e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -10438411.000000 Penalty: 5595.253906
	Iteration 4Q: 3 clusters Score -1.043841e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -10440603.000000 Penalty: 5595.253906
	Iteration 5F: 3 clusters Score -1.04406e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -10443306.000000 Penalty: 5595.253906
	Iteration 6F: 3 clusters Score -1.044331e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -10446946.000000 Penalty: 5595.253906
	Iteration 7F: 3 clusters Score -1.044695e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -10451628.000000 Penalty: 5595.253906
	Iteration 8F: 3 clusters Score -1.045163e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -10456337.000000 Penalty: 5595.253906
	Iteration 9F: 3 clusters Score -1.045634e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 60501 members 
Entering Unmasked Estep 
Score: -10459870.000000 Penalty: 5595.253906
	Iteration 10F: 3 clusters Score -1.045987e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 62853 members 
Entering Unmasked Estep 
Score: -10461761.000000 Penalty: 5595.253906
	Iteration 11Q: 3 clusters Score -1.046176e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 64589 members 
Entering Unmasked Estep 
Score: -10462714.000000 Penalty: 5595.253906
	Iteration 12Q: 3 clusters Score -1.046271e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 65993 members 
Entering Unmasked Estep 
Score: -10463363.000000 Penalty: 5595.253906
	Iteration 13Q: 3 clusters Score -1.046336e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 67144 members 
Entering Unmasked Estep 
Score: -10463818.000000 Penalty: 5595.253906
	Iteration 14Q: 3 clusters Score -1.046382e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 68157 members 
Entering Unmasked Estep 
Score: -10464233.000000 Penalty: 5595.253906
	Iteration 15Q: 3 clusters Score -1.046423e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 69051 members 
Entering Unmasked Estep 
Score: -10464464.000000 Penalty: 5595.253906
	Iteration 16Q: 3 clusters Score -1.046446e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 69823 members 
Entering Unmasked Estep 
Score: -10464697.000000 Penalty: 5595.253906
	Iteration 17Q: 3 clusters Score -1.04647e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 70552 members 
Entering Unmasked Estep 
Score: -10464939.000000 Penalty: 5595.253906
	Iteration 18Q: 3 clusters Score -1.046494e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 71204 members 
Entering Unmasked Estep 
Score: -10465214.000000 Penalty: 5595.253906
	Iteration 19Q: 3 clusters Score -1.046521e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 71768 members 
Entering Unmasked Estep 
Score: -10465390.000000 Penalty: 5595.253906
	Iteration 20F: 3 clusters Score -1.046539e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 72289 members 
Entering Unmasked Estep 
Score: -10465516.000000 Penalty: 5595.253906
	Iteration 21Q: 3 clusters Score -1.046552e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 72755 members 
Entering Unmasked Estep 
Score: -10465640.000000 Penalty: 5595.253906
	Iteration 22Q: 3 clusters Score -1.046564e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 73181 members 
Entering Unmasked Estep 
Score: -10465742.000000 Penalty: 5595.253906
	Iteration 23Q: 3 clusters Score -1.046574e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 73558 members 
Entering Unmasked Estep 
Score: -10465793.000000 Penalty: 5595.253906
	Iteration 24Q: 3 clusters Score -1.046579e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 73869 members 
Entering Unmasked Estep 
Score: -10465890.000000 Penalty: 5595.253906
	Iteration 25Q: 3 clusters Score -1.046589e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 74109 members 
Entering Unmasked Estep 
Score: -10465942.000000 Penalty: 5595.253906
	Iteration 26Q: 3 clusters Score -1.046594e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 74332 members 
Entering Unmasked Estep 
Score: -10466059.000000 Penalty: 5595.253906
	Iteration 27Q: 3 clusters Score -1.046606e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 74521 members 
Entering Unmasked Estep 
Score: -10466105.000000 Penalty: 5595.253906
	Iteration 28Q: 3 clusters Score -1.04661e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 74687 members 
Entering Unmasked Estep 
Score: -10466094.000000 Penalty: 5595.253906
	Iteration 29Q: 3 clusters Score -1.046609e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 74819 members 
Entering Unmasked Estep 
Score: -10466098.000000 Penalty: 5595.253906
	Iteration 30Q: 3 clusters Score -1.04661e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 74923 members 
Entering Unmasked Estep 
Score: -10466161.000000 Penalty: 5595.253906
	Iteration 31Q: 3 clusters Score -1.046616e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 75020 members 
Entering Unmasked Estep 
Score: -10466176.000000 Penalty: 5595.253906
	Iteration 32Q: 3 clusters Score -1.046618e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 75112 members 
Entering Unmasked Estep 
Score: -10466186.000000 Penalty: 5595.253906
	Iteration 33Q: 3 clusters Score -1.046619e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 75201 members 
Entering Unmasked Estep 
Score: -10466226.000000 Penalty: 5595.253906
	Iteration 34Q: 3 clusters Score -1.046623e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 75274 members 
Entering Unmasked Estep 
Score: -10466229.000000 Penalty: 5595.253906
	Iteration 35Q: 3 clusters Score -1.046623e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 75339 members 
Entering Unmasked Estep 
Score: -10466238.000000 Penalty: 5595.253906
	Iteration 36Q: 3 clusters Score -1.046624e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 75399 members 
Entering Unmasked Estep 
Score: -10466237.000000 Penalty: 5595.253906
	Iteration 37Q: 3 clusters Score -1.046624e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 75454 members 
Entering Unmasked Estep 
Score: -10466243.000000 Penalty: 5595.253906
	Iteration 38Q: 3 clusters Score -1.046624e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 75507 members 
Entering Unmasked Estep 
Score: -10466227.000000 Penalty: 5595.253906
	Iteration 39Q: 3 clusters Score -1.046623e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -10466248.000000 Penalty: 5595.253906
	Iteration 40F: 3 clusters Score -1.046625e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 75618 members 
Entering Unmasked Estep 
Score: -10466253.000000 Penalty: 5595.253906
	Iteration 41Q: 3 clusters Score -1.046625e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 75663 members 
Entering Unmasked Estep 
Score: -10466278.000000 Penalty: 5595.253906
	Iteration 42Q: 3 clusters Score -1.046628e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 75716 members 
Entering Unmasked Estep 
Score: -10466288.000000 Penalty: 5595.253906
	Iteration 43Q: 3 clusters Score -1.046629e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 75765 members 
Entering Unmasked Estep 
Score: -10466280.000000 Penalty: 5595.253906
	Iteration 44Q: 3 clusters Score -1.046628e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 75805 members 
Entering Unmasked Estep 
Score: -10466278.000000 Penalty: 5595.253906
	Iteration 45Q: 3 clusters Score -1.046628e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 75840 members 
Entering Unmasked Estep 
Score: -10466280.000000 Penalty: 5595.253906
	Iteration 46Q: 3 clusters Score -1.046628e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 75878 members 
Entering Unmasked Estep 
Score: -10466273.000000 Penalty: 5595.253906
	Iteration 47Q: 3 clusters Score -1.046627e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 75909 members 
Entering Unmasked Estep 
Score: -10466287.000000 Penalty: 5595.253906
	Iteration 48Q: 3 clusters Score -1.046629e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 75929 members 
Entering Unmasked Estep 
Score: -10466276.000000 Penalty: 5595.253906
	Iteration 49Q: 3 clusters Score -1.046628e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 75949 members 
Entering Unmasked Estep 
Score: -10466269.000000 Penalty: 5595.253906
	Iteration 50Q: 3 clusters Score -1.046627e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 75965 members 
Entering Unmasked Estep 
Score: -10466270.000000 Penalty: 5595.253906
	Iteration 51Q: 3 clusters Score -1.046627e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 75982 members 
Entering Unmasked Estep 
Score: -10466271.000000 Penalty: 5595.253906
	Iteration 52Q: 3 clusters Score -1.046627e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 75998 members 
Entering Unmasked Estep 
Score: -10466267.000000 Penalty: 5595.253906
	Iteration 53Q: 3 clusters Score -1.046627e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 76017 members 
Entering Unmasked Estep 
Score: -10466271.000000 Penalty: 5595.253906
	Iteration 54Q: 3 clusters Score -1.046627e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 76032 members 
Entering Unmasked Estep 
Score: -10466266.000000 Penalty: 5595.253906
	Iteration 55Q: 3 clusters Score -1.046627e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 76044 members 
Entering Unmasked Estep 
Score: -10466254.000000 Penalty: 5595.253906
	Iteration 56Q: 3 clusters Score -1.046625e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 76059 members 
Entering Unmasked Estep 
Score: -10466265.000000 Penalty: 5595.253906
	Iteration 57Q: 3 clusters Score -1.046626e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 76075 members 
Entering Unmasked Estep 
Score: -10466264.000000 Penalty: 5595.253906
	Iteration 58Q: 3 clusters Score -1.046626e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 76088 members 
Entering Unmasked Estep 
Score: -10466267.000000 Penalty: 5595.253906
	Iteration 59Q: 3 clusters Score -1.046627e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 76097 members 
Entering Unmasked Estep 
Score: -10466274.000000 Penalty: 5595.253906
	Iteration 60F: 3 clusters Score -1.046627e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 76109 members 
Entering Unmasked Estep 
Score: -10466278.000000 Penalty: 5595.253906
	Iteration 61Q: 3 clusters Score -1.046628e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 76117 members 
Entering Unmasked Estep 
Score: -10466267.000000 Penalty: 5595.253906
	Iteration 62Q: 3 clusters Score -1.046627e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 76131 members 
Entering Unmasked Estep 
Score: -10466279.000000 Penalty: 5595.253906
	Iteration 63Q: 3 clusters Score -1.046628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 76144 members 
Entering Unmasked Estep 
Score: -10466278.000000 Penalty: 5595.253906
	Iteration 64Q: 3 clusters Score -1.046628e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 76158 members 
Entering Unmasked Estep 
Score: -10466276.000000 Penalty: 5595.253906
	Iteration 65Q: 3 clusters Score -1.046628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 76168 members 
Entering Unmasked Estep 
Score: -10466295.000000 Penalty: 5595.253906
	Iteration 66Q: 3 clusters Score -1.04663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 76176 members 
Entering Unmasked Estep 
Score: -10466291.000000 Penalty: 5595.253906
	Iteration 67Q: 3 clusters Score -1.046629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 76178 members 
Entering Unmasked Estep 
Score: -10466292.000000 Penalty: 5595.253906
	Iteration 68Q: 3 clusters Score -1.046629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 76179 members 
Entering Unmasked Estep 
Score: -10466295.000000 Penalty: 5595.253906
	Iteration 69Q: 3 clusters Score -1.04663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 76179 members 
Entering Unmasked Estep 
Score: -10466295.000000 Penalty: 5595.253906
	Iteration 70F: 3 clusters Score -1.04663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (153659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153659 members 
Entering Unmasked Estep 
Score: -20832434.000000 Penalty: 2961.737793
	Iteration 0F: 2 clusters Score -2.083243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76750 members 
Mstep: Class 2 contains 76909 members 
Entering Unmasked Estep 
Score: -20730900.000000 Penalty: 5923.475586
	Iteration 0F: 3 clusters Score -2.07309e+07 nChanged 73496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74996 members 
Mstep: Class 2 contains 78663 members 
Entering Unmasked Estep 
Score: -20773176.000000 Penalty: 5923.475586
	Iteration 1F: 3 clusters Score -2.077318e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73992 members 
Mstep: Class 2 contains 79667 members 
Entering Unmasked Estep 
Score: -20774026.000000 Penalty: 5923.475586
	Iteration 2Q: 3 clusters Score -2.077403e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72469 members 
Mstep: Class 2 contains 81190 members 
Entering Unmasked Estep 
Score: -20775000.000000 Penalty: 5923.475586
	Iteration 3Q: 3 clusters Score -2.0775e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70051 members 
Mstep: Class 2 contains 83608 members 
Entering Unmasked Estep 
Score: -20776174.000000 Penalty: 5923.475586
	Iteration 4Q: 3 clusters Score -2.077617e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66412 members 
Mstep: Class 2 contains 87247 members 
Entering Unmasked Estep 
Score: -20777966.000000 Penalty: 5923.475586
	Iteration 5Q: 3 clusters Score -2.077797e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61048 members 
Mstep: Class 2 contains 92611 members 
Entering Unmasked Estep 
Score: -20781030.000000 Penalty: 5923.475586
	Iteration 6Q: 3 clusters Score -2.078103e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 100133 members 
Entering Unmasked Estep 
Score: -20786038.000000 Penalty: 5923.475586
	Iteration 7F: 3 clusters Score -2.078604e+07 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 109528 members 
Entering Unmasked Estep 
Score: -20793464.000000 Penalty: 5923.475586
	Iteration 8F: 3 clusters Score -2.079346e+07 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 119526 members 
Entering Unmasked Estep 
Score: -20802594.000000 Penalty: 5923.475586
	Iteration 9F: 3 clusters Score -2.080259e+07 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 128351 members 
Entering Unmasked Estep 
Score: -20811098.000000 Penalty: 5923.475586
	Iteration 10F: 3 clusters Score -2.08111e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 134619 members 
Entering Unmasked Estep 
Score: -20816826.000000 Penalty: 5923.475586
	Iteration 11Q: 3 clusters Score -2.081683e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 138668 members 
Entering Unmasked Estep 
Score: -20820388.000000 Penalty: 5923.475586
	Iteration 12Q: 3 clusters Score -2.082039e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 141364 members 
Entering Unmasked Estep 
Score: -20822552.000000 Penalty: 5923.475586
	Iteration 13Q: 3 clusters Score -2.082255e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 143506 members 
Entering Unmasked Estep 
Score: -20824202.000000 Penalty: 5923.475586
	Iteration 14Q: 3 clusters Score -2.08242e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 145369 members 
Entering Unmasked Estep 
Score: -20825404.000000 Penalty: 5923.475586
	Iteration 15Q: 3 clusters Score -2.08254e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 146915 members 
Entering Unmasked Estep 
Score: -20826456.000000 Penalty: 5923.475586
	Iteration 16Q: 3 clusters Score -2.082646e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 148197 members 
Entering Unmasked Estep 
Score: -20827350.000000 Penalty: 5923.475586
	Iteration 17Q: 3 clusters Score -2.082735e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 149230 members 
Entering Unmasked Estep 
Score: -20827978.000000 Penalty: 5923.475586
	Iteration 18Q: 3 clusters Score -2.082798e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 150047 members 
Entering Unmasked Estep 
Score: -20828510.000000 Penalty: 5923.475586
	Iteration 19Q: 3 clusters Score -2.082851e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 150670 members 
Entering Unmasked Estep 
Score: -20828868.000000 Penalty: 5923.475586
	Iteration 20F: 3 clusters Score -2.082887e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 151144 members 
Entering Unmasked Estep 
Score: -20829198.000000 Penalty: 5923.475586
	Iteration 21Q: 3 clusters Score -2.08292e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 151542 members 
Entering Unmasked Estep 
Score: -20829406.000000 Penalty: 5923.475586
	Iteration 22Q: 3 clusters Score -2.082941e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 151834 members 
Entering Unmasked Estep 
Score: -20829622.000000 Penalty: 5923.475586
	Iteration 23Q: 3 clusters Score -2.082962e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 152022 members 
Entering Unmasked Estep 
Score: -20829744.000000 Penalty: 5923.475586
	Iteration 24Q: 3 clusters Score -2.082974e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 152148 members 
Entering Unmasked Estep 
Score: -20829808.000000 Penalty: 5923.475586
	Iteration 25Q: 3 clusters Score -2.082981e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 152244 members 
Entering Unmasked Estep 
Score: -20829876.000000 Penalty: 5923.475586
	Iteration 26Q: 3 clusters Score -2.082988e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 152324 members 
Entering Unmasked Estep 
Score: -20829894.000000 Penalty: 5923.475586
	Iteration 27Q: 3 clusters Score -2.082989e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 152386 members 
Entering Unmasked Estep 
Score: -20829902.000000 Penalty: 5923.475586
	Iteration 28Q: 3 clusters Score -2.08299e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 152432 members 
Entering Unmasked Estep 
Score: -20829938.000000 Penalty: 5923.475586
	Iteration 29Q: 3 clusters Score -2.082994e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 152470 members 
Entering Unmasked Estep 
Score: -20829940.000000 Penalty: 5923.475586
	Iteration 30Q: 3 clusters Score -2.082994e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 152512 members 
Entering Unmasked Estep 
Score: -20829962.000000 Penalty: 5923.475586
	Iteration 31Q: 3 clusters Score -2.082996e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 152548 members 
Entering Unmasked Estep 
Score: -20829988.000000 Penalty: 5923.475586
	Iteration 32Q: 3 clusters Score -2.082999e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 152572 members 
Entering Unmasked Estep 
Score: -20830022.000000 Penalty: 5923.475586
	Iteration 33Q: 3 clusters Score -2.083002e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 152598 members 
Entering Unmasked Estep 
Score: -20830018.000000 Penalty: 5923.475586
	Iteration 34Q: 3 clusters Score -2.083002e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 152631 members 
Entering Unmasked Estep 
Score: -20830044.000000 Penalty: 5923.475586
	Iteration 35Q: 3 clusters Score -2.083004e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 152653 members 
Entering Unmasked Estep 
Score: -20830038.000000 Penalty: 5923.475586
	Iteration 36Q: 3 clusters Score -2.083004e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 152664 members 
Entering Unmasked Estep 
Score: -20830040.000000 Penalty: 5923.475586
	Iteration 37Q: 3 clusters Score -2.083004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 152676 members 
Entering Unmasked Estep 
Score: -20830046.000000 Penalty: 5923.475586
	Iteration 38Q: 3 clusters Score -2.083005e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 152685 members 
Entering Unmasked Estep 
Score: -20830052.000000 Penalty: 5923.475586
	Iteration 39Q: 3 clusters Score -2.083005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 152689 members 
Entering Unmasked Estep 
Score: -20830062.000000 Penalty: 5923.475586
	Iteration 40F: 3 clusters Score -2.083006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 152693 members 
Entering Unmasked Estep 
Score: -20830072.000000 Penalty: 5923.475586
	Iteration 41Q: 3 clusters Score -2.083007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 152697 members 
Entering Unmasked Estep 
Score: -20830054.000000 Penalty: 5923.475586
	Iteration 42Q: 3 clusters Score -2.083005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 152701 members 
Entering Unmasked Estep 
Score: -20830058.000000 Penalty: 5923.475586
	Iteration 43Q: 3 clusters Score -2.083006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 152705 members 
Entering Unmasked Estep 
Score: -20830056.000000 Penalty: 5923.475586
	Iteration 44Q: 3 clusters Score -2.083006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 152708 members 
Entering Unmasked Estep 
Score: -20830068.000000 Penalty: 5923.475586
	Iteration 45Q: 3 clusters Score -2.083007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 152711 members 
Entering Unmasked Estep 
Score: -20830076.000000 Penalty: 5923.475586
	Iteration 46Q: 3 clusters Score -2.083008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 152713 members 
Entering Unmasked Estep 
Score: -20830074.000000 Penalty: 5923.475586
	Iteration 47Q: 3 clusters Score -2.083007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 152716 members 
Entering Unmasked Estep 
Score: -20830068.000000 Penalty: 5923.475586
	Iteration 48Q: 3 clusters Score -2.083007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 152720 members 
Entering Unmasked Estep 
Score: -20830068.000000 Penalty: 5923.475586
	Iteration 49Q: 3 clusters Score -2.083007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 152726 members 
Entering Unmasked Estep 
Score: -20830062.000000 Penalty: 5923.475586
	Iteration 50Q: 3 clusters Score -2.083006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 152730 members 
Entering Unmasked Estep 
Score: -20830070.000000 Penalty: 5923.475586
	Iteration 51Q: 3 clusters Score -2.083007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 152736 members 
Entering Unmasked Estep 
Score: -20830066.000000 Penalty: 5923.475586
	Iteration 52Q: 3 clusters Score -2.083007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 152738 members 
Entering Unmasked Estep 
Score: -20830070.000000 Penalty: 5923.475586
	Iteration 53Q: 3 clusters Score -2.083007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 152740 members 
Entering Unmasked Estep 
Score: -20830058.000000 Penalty: 5923.475586
	Iteration 54Q: 3 clusters Score -2.083006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 152741 members 
Entering Unmasked Estep 
Score: -20830080.000000 Penalty: 5923.475586
	Iteration 55Q: 3 clusters Score -2.083008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 152743 members 
Entering Unmasked Estep 
Score: -20830074.000000 Penalty: 5923.475586
	Iteration 56Q: 3 clusters Score -2.083007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 152745 members 
Entering Unmasked Estep 
Score: -20830082.000000 Penalty: 5923.475586
	Iteration 57Q: 3 clusters Score -2.083008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 152746 members 
Entering Unmasked Estep 
Score: -20830096.000000 Penalty: 5923.475586
	Iteration 58Q: 3 clusters Score -2.08301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 152748 members 
Entering Unmasked Estep 
Score: -20830084.000000 Penalty: 5923.475586
	Iteration 59Q: 3 clusters Score -2.083008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 152748 members 
Entering Unmasked Estep 
Score: -20830084.000000 Penalty: 5923.475586
	Iteration 60F: 3 clusters Score -2.083008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Entering Unmasked Estep 
Score: -1984708.500000 Penalty: 2366.846680
	Iteration 0F: 2 clusters Score -1984708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1974466.875000 Penalty: 4733.693359
	Iteration 0F: 3 clusters Score -1974467 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1977558.125000 Penalty: 4733.693359
	Iteration 1F: 3 clusters Score -1977558 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1977847.000000 Penalty: 4733.693359
	Iteration 2F: 3 clusters Score -1977847 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1978060.625000 Penalty: 4733.693359
	Iteration 3Q: 3 clusters Score -1978061 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1978202.125000 Penalty: 4733.693359
	Iteration 4Q: 3 clusters Score -1978202 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1978340.875000 Penalty: 4733.693359
	Iteration 5Q: 3 clusters Score -1978341 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1978458.000000 Penalty: 4733.693359
	Iteration 6Q: 3 clusters Score -1978458 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1978602.125000 Penalty: 4733.693359
	Iteration 7Q: 3 clusters Score -1978602 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1978769.125000 Penalty: 4733.693359
	Iteration 8Q: 3 clusters Score -1978769 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1978944.375000 Penalty: 4733.693359
	Iteration 9Q: 3 clusters Score -1978944 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1979177.125000 Penalty: 4733.693359
	Iteration 10Q: 3 clusters Score -1979177 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1979479.500000 Penalty: 4733.693359
	Iteration 11Q: 3 clusters Score -1979480 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1979922.250000 Penalty: 4733.693359
	Iteration 12Q: 3 clusters Score -1979922 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1980448.250000 Penalty: 4733.693359
	Iteration 13F: 3 clusters Score -1980448 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1981028.750000 Penalty: 4733.693359
	Iteration 14F: 3 clusters Score -1981029 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1981549.125000 Penalty: 4733.693359
	Iteration 15Q: 3 clusters Score -1981549 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1981923.500000 Penalty: 4733.693359
	Iteration 16Q: 3 clusters Score -1981924 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1982162.000000 Penalty: 4733.693359
	Iteration 17Q: 3 clusters Score -1982162 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1982298.750000 Penalty: 4733.693359
	Iteration 18Q: 3 clusters Score -1982299 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1982413.000000 Penalty: 4733.693359
	Iteration 19Q: 3 clusters Score -1982413 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1982508.625000 Penalty: 4733.693359
	Iteration 20F: 3 clusters Score -1982509 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1982555.500000 Penalty: 4733.693359
	Iteration 21Q: 3 clusters Score -1982556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1982586.875000 Penalty: 4733.693359
	Iteration 22Q: 3 clusters Score -1982587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1982608.625000 Penalty: 4733.693359
	Iteration 23Q: 3 clusters Score -1982609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1982618.875000 Penalty: 4733.693359
	Iteration 24Q: 3 clusters Score -1982619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1982623.750000 Penalty: 4733.693359
	Iteration 25Q: 3 clusters Score -1982624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1982625.125000 Penalty: 4733.693359
	Iteration 26Q: 3 clusters Score -1982625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1982629.000000 Penalty: 4733.693359
	Iteration 27Q: 3 clusters Score -1982629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1982633.125000 Penalty: 4733.693359
	Iteration 28Q: 3 clusters Score -1982633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1982635.500000 Penalty: 4733.693359
	Iteration 29Q: 3 clusters Score -1982636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1982639.750000 Penalty: 4733.693359
	Iteration 30Q: 3 clusters Score -1982640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1982639.750000 Penalty: 4733.693359
	Iteration 31F: 3 clusters Score -1982640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (212811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212811 members 
Entering Unmasked Estep 
Score: -27947672.000000 Penalty: 3042.503662
	Iteration 0F: 2 clusters Score -2.794767e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106153 members 
Mstep: Class 2 contains 106658 members 
Entering Unmasked Estep 
Score: -27805316.000000 Penalty: 6085.007324
	Iteration 0F: 3 clusters Score -2.780532e+07 nChanged 102516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101743 members 
Mstep: Class 2 contains 111068 members 
Entering Unmasked Estep 
Score: -27866448.000000 Penalty: 6085.007324
	Iteration 1F: 3 clusters Score -2.786645e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98968 members 
Mstep: Class 2 contains 113843 members 
Entering Unmasked Estep 
Score: -27868642.000000 Penalty: 6085.007324
	Iteration 2Q: 3 clusters Score -2.786864e+07 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95042 members 
Mstep: Class 2 contains 117769 members 
Entering Unmasked Estep 
Score: -27871912.000000 Penalty: 6085.007324
	Iteration 3Q: 3 clusters Score -2.787191e+07 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89372 members 
Mstep: Class 2 contains 123439 members 
Entering Unmasked Estep 
Score: -27876674.000000 Penalty: 6085.007324
	Iteration 4Q: 3 clusters Score -2.787667e+07 nChanged 11143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81695 members 
Mstep: Class 2 contains 131116 members 
Entering Unmasked Estep 
Score: -27883114.000000 Penalty: 6085.007324
	Iteration 5F: 3 clusters Score -2.788311e+07 nChanged 12626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72125 members 
Mstep: Class 2 contains 140686 members 
Entering Unmasked Estep 
Score: -27891498.000000 Penalty: 6085.007324
	Iteration 6F: 3 clusters Score -2.78915e+07 nChanged 13631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61050 members 
Mstep: Class 2 contains 151761 members 
Entering Unmasked Estep 
Score: -27901482.000000 Penalty: 6085.007324
	Iteration 7F: 3 clusters Score -2.790148e+07 nChanged 13432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 163351 members 
Entering Unmasked Estep 
Score: -27911390.000000 Penalty: 6085.007324
	Iteration 8F: 3 clusters Score -2.791139e+07 nChanged 11923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 173966 members 
Entering Unmasked Estep 
Score: -27920698.000000 Penalty: 6085.007324
	Iteration 9F: 3 clusters Score -2.79207e+07 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 183180 members 
Entering Unmasked Estep 
Score: -27928024.000000 Penalty: 6085.007324
	Iteration 10Q: 3 clusters Score -2.792802e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 190645 members 
Entering Unmasked Estep 
Score: -27933362.000000 Penalty: 6085.007324
	Iteration 11Q: 3 clusters Score -2.793336e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 196243 members 
Entering Unmasked Estep 
Score: -27936942.000000 Penalty: 6085.007324
	Iteration 12Q: 3 clusters Score -2.793694e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 200343 members 
Entering Unmasked Estep 
Score: -27939364.000000 Penalty: 6085.007324
	Iteration 13Q: 3 clusters Score -2.793936e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 203372 members 
Entering Unmasked Estep 
Score: -27941020.000000 Penalty: 6085.007324
	Iteration 14Q: 3 clusters Score -2.794102e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 205619 members 
Entering Unmasked Estep 
Score: -27942016.000000 Penalty: 6085.007324
	Iteration 15Q: 3 clusters Score -2.794202e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 207278 members 
Entering Unmasked Estep 
Score: -27942800.000000 Penalty: 6085.007324
	Iteration 16Q: 3 clusters Score -2.79428e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 208535 members 
Entering Unmasked Estep 
Score: -27943468.000000 Penalty: 6085.007324
	Iteration 17Q: 3 clusters Score -2.794347e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 209451 members 
Entering Unmasked Estep 
Score: -27943996.000000 Penalty: 6085.007324
	Iteration 18Q: 3 clusters Score -2.7944e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 210129 members 
Entering Unmasked Estep 
Score: -27944302.000000 Penalty: 6085.007324
	Iteration 19Q: 3 clusters Score -2.79443e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 210600 members 
Entering Unmasked Estep 
Score: -27944526.000000 Penalty: 6085.007324
	Iteration 20F: 3 clusters Score -2.794453e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 210932 members 
Entering Unmasked Estep 
Score: -27944658.000000 Penalty: 6085.007324
	Iteration 21Q: 3 clusters Score -2.794466e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 211174 members 
Entering Unmasked Estep 
Score: -27944744.000000 Penalty: 6085.007324
	Iteration 22Q: 3 clusters Score -2.794474e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 211356 members 
Entering Unmasked Estep 
Score: -27944852.000000 Penalty: 6085.007324
	Iteration 23Q: 3 clusters Score -2.794485e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 211477 members 
Entering Unmasked Estep 
Score: -27944940.000000 Penalty: 6085.007324
	Iteration 24Q: 3 clusters Score -2.794494e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 211573 members 
Entering Unmasked Estep 
Score: -27944972.000000 Penalty: 6085.007324
	Iteration 25Q: 3 clusters Score -2.794497e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 211648 members 
Entering Unmasked Estep 
Score: -27945028.000000 Penalty: 6085.007324
	Iteration 26Q: 3 clusters Score -2.794503e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 211704 members 
Entering Unmasked Estep 
Score: -27945048.000000 Penalty: 6085.007324
	Iteration 27Q: 3 clusters Score -2.794505e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 211739 members 
Entering Unmasked Estep 
Score: -27945046.000000 Penalty: 6085.007324
	Iteration 28Q: 3 clusters Score -2.794505e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 211779 members 
Entering Unmasked Estep 
Score: -27945070.000000 Penalty: 6085.007324
	Iteration 29Q: 3 clusters Score -2.794507e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 211809 members 
Entering Unmasked Estep 
Score: -27945064.000000 Penalty: 6085.007324
	Iteration 30Q: 3 clusters Score -2.794506e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 211827 members 
Entering Unmasked Estep 
Score: -27945064.000000 Penalty: 6085.007324
	Iteration 31Q: 3 clusters Score -2.794506e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 211846 members 
Entering Unmasked Estep 
Score: -27945098.000000 Penalty: 6085.007324
	Iteration 32Q: 3 clusters Score -2.79451e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 211856 members 
Entering Unmasked Estep 
Score: -27945080.000000 Penalty: 6085.007324
	Iteration 33Q: 3 clusters Score -2.794508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 211864 members 
Entering Unmasked Estep 
Score: -27945100.000000 Penalty: 6085.007324
	Iteration 34Q: 3 clusters Score -2.79451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 211871 members 
Entering Unmasked Estep 
Score: -27945118.000000 Penalty: 6085.007324
	Iteration 35Q: 3 clusters Score -2.794512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 211877 members 
Entering Unmasked Estep 
Score: -27945126.000000 Penalty: 6085.007324
	Iteration 36Q: 3 clusters Score -2.794513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 211884 members 
Entering Unmasked Estep 
Score: -27945128.000000 Penalty: 6085.007324
	Iteration 37Q: 3 clusters Score -2.794513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 211887 members 
Entering Unmasked Estep 
Score: -27945132.000000 Penalty: 6085.007324
	Iteration 38Q: 3 clusters Score -2.794513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 211887 members 
Entering Unmasked Estep 
Score: -27945134.000000 Penalty: 6085.007324
	Iteration 39Q: 3 clusters Score -2.794513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 211887 members 
Entering Unmasked Estep 
Score: -27945134.000000 Penalty: 6085.007324
	Iteration 40F: 3 clusters Score -2.794513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (52758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Entering Unmasked Estep 
Score: -7097703.000000 Penalty: 2696.620605
	Iteration 0F: 2 clusters Score -7097703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -7062080.000000 Penalty: 5393.241211
	Iteration 0F: 3 clusters Score -7062080 nChanged 24427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -7075625.500000 Penalty: 5393.241211
	Iteration 1F: 3 clusters Score -7075626 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -7076155.000000 Penalty: 5393.241211
	Iteration 2Q: 3 clusters Score -7076155 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -7076773.500000 Penalty: 5393.241211
	Iteration 3Q: 3 clusters Score -7076774 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -7077410.000000 Penalty: 5393.241211
	Iteration 4Q: 3 clusters Score -7077410 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -7078179.500000 Penalty: 5393.241211
	Iteration 5Q: 3 clusters Score -7078180 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -7079156.000000 Penalty: 5393.241211
	Iteration 6Q: 3 clusters Score -7079156 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -7080292.000000 Penalty: 5393.241211
	Iteration 7Q: 3 clusters Score -7080292 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -7081852.500000 Penalty: 5393.241211
	Iteration 8F: 3 clusters Score -7081852 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -7083902.500000 Penalty: 5393.241211
	Iteration 9F: 3 clusters Score -7083902 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -7086402.500000 Penalty: 5393.241211
	Iteration 10F: 3 clusters Score -7086402 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -7089046.000000 Penalty: 5393.241211
	Iteration 11F: 3 clusters Score -7089046 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -7091217.000000 Penalty: 5393.241211
	Iteration 12F: 3 clusters Score -7091217 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -7092955.000000 Penalty: 5393.241211
	Iteration 13Q: 3 clusters Score -7092955 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50718 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -7094031.500000 Penalty: 5393.241211
	Iteration 14Q: 3 clusters Score -7094032 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -7094652.000000 Penalty: 5393.241211
	Iteration 15Q: 3 clusters Score -7094652 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7094939.500000 Penalty: 5393.241211
	Iteration 16Q: 3 clusters Score -7094940 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7095093.500000 Penalty: 5393.241211
	Iteration 17Q: 3 clusters Score -7095094 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52215 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7095184.000000 Penalty: 5393.241211
	Iteration 18Q: 3 clusters Score -7095184 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7095248.500000 Penalty: 5393.241211
	Iteration 19Q: 3 clusters Score -7095248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7095291.500000 Penalty: 5393.241211
	Iteration 20F: 3 clusters Score -7095292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52341 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7095345.500000 Penalty: 5393.241211
	Iteration 21Q: 3 clusters Score -7095346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7095355.000000 Penalty: 5393.241211
	Iteration 22Q: 3 clusters Score -7095355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7095370.500000 Penalty: 5393.241211
	Iteration 23Q: 3 clusters Score -7095370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52384 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7095380.500000 Penalty: 5393.241211
	Iteration 24Q: 3 clusters Score -7095380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52391 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7095386.000000 Penalty: 5393.241211
	Iteration 25Q: 3 clusters Score -7095386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7095406.500000 Penalty: 5393.241211
	Iteration 26Q: 3 clusters Score -7095406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7095408.000000 Penalty: 5393.241211
	Iteration 27Q: 3 clusters Score -7095408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7095408.000000 Penalty: 5393.241211
	Iteration 28Q: 3 clusters Score -7095408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7095410.500000 Penalty: 5393.241211
	Iteration 29Q: 3 clusters Score -7095410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52413 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -7095409.500000 Penalty: 5393.241211
	Iteration 30Q: 3 clusters Score -7095410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52418 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7095421.000000 Penalty: 5393.241211
	Iteration 31Q: 3 clusters Score -7095421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52419 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7095419.500000 Penalty: 5393.241211
	Iteration 32Q: 3 clusters Score -7095420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7095415.000000 Penalty: 5393.241211
	Iteration 33Q: 3 clusters Score -7095415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7095415.000000 Penalty: 5393.241211
	Iteration 34F: 3 clusters Score -7095415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Entering Unmasked Estep 
Score: -652787.000000 Penalty: 2091.207764
	Iteration 0F: 2 clusters Score -652787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -648469.562500 Penalty: 4182.415527
	Iteration 0F: 3 clusters Score -648469.6 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -649463.937500 Penalty: 4182.415527
	Iteration 1F: 3 clusters Score -649463.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -649652.375000 Penalty: 4182.415527
	Iteration 2F: 3 clusters Score -649652.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -649775.500000 Penalty: 4182.415527
	Iteration 3Q: 3 clusters Score -649775.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -649855.000000 Penalty: 4182.415527
	Iteration 4Q: 3 clusters Score -649855 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -649926.937500 Penalty: 4182.415527
	Iteration 5Q: 3 clusters Score -649926.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -649974.250000 Penalty: 4182.415527
	Iteration 6Q: 3 clusters Score -649974.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -650008.312500 Penalty: 4182.415527
	Iteration 7Q: 3 clusters Score -650008.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -650035.625000 Penalty: 4182.415527
	Iteration 8Q: 3 clusters Score -650035.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -650062.812500 Penalty: 4182.415527
	Iteration 9Q: 3 clusters Score -650062.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -650096.000000 Penalty: 4182.415527
	Iteration 10Q: 3 clusters Score -650096 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -650119.812500 Penalty: 4182.415527
	Iteration 11Q: 3 clusters Score -650119.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -650151.875000 Penalty: 4182.415527
	Iteration 12Q: 3 clusters Score -650151.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -650178.375000 Penalty: 4182.415527
	Iteration 13Q: 3 clusters Score -650178.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -650202.187500 Penalty: 4182.415527
	Iteration 14Q: 3 clusters Score -650202.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -650228.562500 Penalty: 4182.415527
	Iteration 15Q: 3 clusters Score -650228.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -650261.750000 Penalty: 4182.415527
	Iteration 16Q: 3 clusters Score -650261.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -650295.062500 Penalty: 4182.415527
	Iteration 17Q: 3 clusters Score -650295.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -650326.312500 Penalty: 4182.415527
	Iteration 18Q: 3 clusters Score -650326.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -650359.437500 Penalty: 4182.415527
	Iteration 19Q: 3 clusters Score -650359.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -650391.812500 Penalty: 4182.415527
	Iteration 20F: 3 clusters Score -650391.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -650430.250000 Penalty: 4182.415527
	Iteration 21Q: 3 clusters Score -650430.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -650470.687500 Penalty: 4182.415527
	Iteration 22Q: 3 clusters Score -650470.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -650514.000000 Penalty: 4182.415527
	Iteration 23Q: 3 clusters Score -650514 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -650556.312500 Penalty: 4182.415527
	Iteration 24Q: 3 clusters Score -650556.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -650595.687500 Penalty: 4182.415527
	Iteration 25Q: 3 clusters Score -650595.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -650629.250000 Penalty: 4182.415527
	Iteration 26Q: 3 clusters Score -650629.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -650650.312500 Penalty: 4182.415527
	Iteration 27Q: 3 clusters Score -650650.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -650675.250000 Penalty: 4182.415527
	Iteration 28Q: 3 clusters Score -650675.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -650696.375000 Penalty: 4182.415527
	Iteration 29Q: 3 clusters Score -650696.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -650711.875000 Penalty: 4182.415527
	Iteration 30Q: 3 clusters Score -650711.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -650730.375000 Penalty: 4182.415527
	Iteration 31Q: 3 clusters Score -650730.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -650744.625000 Penalty: 4182.415527
	Iteration 32Q: 3 clusters Score -650744.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -650757.625000 Penalty: 4182.415527
	Iteration 33Q: 3 clusters Score -650757.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -650767.437500 Penalty: 4182.415527
	Iteration 34Q: 3 clusters Score -650767.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -650772.062500 Penalty: 4182.415527
	Iteration 35Q: 3 clusters Score -650772.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -650778.250000 Penalty: 4182.415527
	Iteration 36Q: 3 clusters Score -650778.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -650784.875000 Penalty: 4182.415527
	Iteration 37Q: 3 clusters Score -650784.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -650792.875000 Penalty: 4182.415527
	Iteration 38Q: 3 clusters Score -650792.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -650801.562500 Penalty: 4182.415527
	Iteration 39Q: 3 clusters Score -650801.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -650809.500000 Penalty: 4182.415527
	Iteration 40F: 3 clusters Score -650809.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -650812.750000 Penalty: 4182.415527
	Iteration 41Q: 3 clusters Score -650812.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -650814.375000 Penalty: 4182.415527
	Iteration 42Q: 3 clusters Score -650814.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -650816.312500 Penalty: 4182.415527
	Iteration 43Q: 3 clusters Score -650816.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -650817.000000 Penalty: 4182.415527
	Iteration 44Q: 3 clusters Score -650817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -650817.000000 Penalty: 4182.415527
	Iteration 45F: 3 clusters Score -650817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Entering Unmasked Estep 
Score: -6163350.500000 Penalty: 2663.605469
	Iteration 0F: 2 clusters Score -6163350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -6131991.000000 Penalty: 5327.210938
	Iteration 0F: 3 clusters Score -6131991 nChanged 21367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -6143680.500000 Penalty: 5327.210938
	Iteration 1F: 3 clusters Score -6143680 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -6144146.000000 Penalty: 5327.210938
	Iteration 2Q: 3 clusters Score -6144146 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -6144590.000000 Penalty: 5327.210938
	Iteration 3Q: 3 clusters Score -6144590 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -6145131.500000 Penalty: 5327.210938
	Iteration 4Q: 3 clusters Score -6145132 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -6145853.000000 Penalty: 5327.210938
	Iteration 5Q: 3 clusters Score -6145853 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -6147065.500000 Penalty: 5327.210938
	Iteration 6Q: 3 clusters Score -6147066 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -6149039.500000 Penalty: 5327.210938
	Iteration 7F: 3 clusters Score -6149040 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -6151830.500000 Penalty: 5327.210938
	Iteration 8F: 3 clusters Score -6151830 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -6155097.500000 Penalty: 5327.210938
	Iteration 9F: 3 clusters Score -6155098 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -6157927.500000 Penalty: 5327.210938
	Iteration 10F: 3 clusters Score -6157928 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -6159609.000000 Penalty: 5327.210938
	Iteration 11Q: 3 clusters Score -6159609 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6160348.500000 Penalty: 5327.210938
	Iteration 12Q: 3 clusters Score -6160348 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6160624.000000 Penalty: 5327.210938
	Iteration 13Q: 3 clusters Score -6160624 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6160758.500000 Penalty: 5327.210938
	Iteration 14Q: 3 clusters Score -6160758 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6160834.500000 Penalty: 5327.210938
	Iteration 15Q: 3 clusters Score -6160834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6160864.000000 Penalty: 5327.210938
	Iteration 16Q: 3 clusters Score -6160864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6160896.000000 Penalty: 5327.210938
	Iteration 17Q: 3 clusters Score -6160896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6160908.500000 Penalty: 5327.210938
	Iteration 18Q: 3 clusters Score -6160908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6160918.000000 Penalty: 5327.210938
	Iteration 19Q: 3 clusters Score -6160918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6160924.500000 Penalty: 5327.210938
	Iteration 20F: 3 clusters Score -6160924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -6160933.500000 Penalty: 5327.210938
	Iteration 21Q: 3 clusters Score -6160934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6160945.500000 Penalty: 5327.210938
	Iteration 22Q: 3 clusters Score -6160946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6160947.500000 Penalty: 5327.210938
	Iteration 23Q: 3 clusters Score -6160948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6160950.000000 Penalty: 5327.210938
	Iteration 24Q: 3 clusters Score -6160950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6160950.000000 Penalty: 5327.210938
	Iteration 25F: 3 clusters Score -6160950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Entering Unmasked Estep 
Score: -293480.437500 Penalty: 1958.529541
	Iteration 0F: 2 clusters Score -293480.4 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 1364 members 
Entering Unmasked Estep 
Score: -290924.843750 Penalty: 3917.059082
	Iteration 0F: 3 clusters Score -290924.8 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -294657.343750 Penalty: 3917.059082
	Iteration 1F: 3 clusters Score -294657.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -297290.750000 Penalty: 3917.059082
	Iteration 2F: 3 clusters Score -297290.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -300270.875000 Penalty: 3917.059082
	Iteration 3F: 3 clusters Score -300270.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -301951.656250 Penalty: 3917.059082
	Iteration 4F: 3 clusters Score -301951.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -302859.437500 Penalty: 3917.059082
	Iteration 5Q: 3 clusters Score -302859.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -304358.968750 Penalty: 3917.059082
	Iteration 6Q: 3 clusters Score -304359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -305091.781250 Penalty: 3917.059082
	Iteration 7Q: 3 clusters Score -305091.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -305169.312500 Penalty: 3917.059082
	Iteration 8Q: 3 clusters Score -305169.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -305169.500000 Penalty: 3917.059082
	Iteration 9Q: 3 clusters Score -305169.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -305169.500000 Penalty: 3917.059082
	Iteration 10F: 3 clusters Score -305169.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 79281 members 
Mstep: Class 3 contains 3561 members 
Mstep: Class 4 contains 153659 members 
Mstep: Class 5 contains 13957 members 
Mstep: Class 6 contains 985 members 
Mstep: Class 7 contains 212811 members 
Mstep: Class 8 contains 52758 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 46182 members 
Mstep: Class 12 contains 1705 members 
Mstep: Class 14 contains 3433 members 
Mstep: Class 15 contains 161511 members 
Mstep: Class 17 contains 138393 members 
Mstep: Class 20 contains 152796 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 153513 members 
Mstep: Class 23 contains 155078 members 
Entering Unmasked Estep 
Score: -180355792.000000 Penalty: 63111.863281
Splitting cluster 12 changes total score from -180343952.000000 to -180355792.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 14 (3433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Entering Unmasked Estep 
Score: -437074.093750 Penalty: 2019.015015
	Iteration 0F: 2 clusters Score -437074.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -433657.156250 Penalty: 4038.030029
	Iteration 0F: 3 clusters Score -433657.2 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -434731.562500 Penalty: 4038.030029
	Iteration 1F: 3 clusters Score -434731.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -435813.593750 Penalty: 4038.030029
	Iteration 2F: 3 clusters Score -435813.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -437347.656250 Penalty: 4038.030029
	Iteration 3F: 3 clusters Score -437347.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -438722.250000 Penalty: 4038.030029
	Iteration 4F: 3 clusters Score -438722.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -439538.156250 Penalty: 4038.030029
	Iteration 5F: 3 clusters Score -439538.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -439723.000000 Penalty: 4038.030029
	Iteration 6Q: 3 clusters Score -439723 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -439773.625000 Penalty: 4038.030029
	Iteration 7Q: 3 clusters Score -439773.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -439805.343750 Penalty: 4038.030029
	Iteration 8Q: 3 clusters Score -439805.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -439831.687500 Penalty: 4038.030029
	Iteration 9Q: 3 clusters Score -439831.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -439843.250000 Penalty: 4038.030029
	Iteration 10Q: 3 clusters Score -439843.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -439846.218750 Penalty: 4038.030029
	Iteration 11Q: 3 clusters Score -439846.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -439847.187500 Penalty: 4038.030029
	Iteration 12Q: 3 clusters Score -439847.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -439847.187500 Penalty: 4038.030029
	Iteration 13F: 3 clusters Score -439847.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 79281 members 
Mstep: Class 3 contains 3561 members 
Mstep: Class 4 contains 153659 members 
Mstep: Class 5 contains 13957 members 
Mstep: Class 6 contains 985 members 
Mstep: Class 7 contains 212811 members 
Mstep: Class 8 contains 52758 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 46182 members 
Mstep: Class 12 contains 1705 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 161511 members 
Mstep: Class 17 contains 138393 members 
Mstep: Class 20 contains 152796 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 153513 members 
Mstep: Class 23 contains 155078 members 
Entering Unmasked Estep 
Score: -180354976.000000 Penalty: 66618.078125
Splitting cluster 14 changes total score from -180343952.000000 to -180354976.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 15 (161511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161511 members 
Entering Unmasked Estep 
Score: -21371178.000000 Penalty: 2974.097412
	Iteration 0F: 2 clusters Score -2.137118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80657 members 
Mstep: Class 2 contains 80854 members 
Entering Unmasked Estep 
Score: -21266896.000000 Penalty: 5948.194824
	Iteration 0F: 3 clusters Score -2.12669e+07 nChanged 77150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79889 members 
Mstep: Class 2 contains 81622 members 
Entering Unmasked Estep 
Score: -21311390.000000 Penalty: 5948.194824
	Iteration 1F: 3 clusters Score -2.131139e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79631 members 
Mstep: Class 2 contains 81880 members 
Entering Unmasked Estep 
Score: -21312772.000000 Penalty: 5948.194824
	Iteration 2Q: 3 clusters Score -2.131277e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79538 members 
Mstep: Class 2 contains 81973 members 
Entering Unmasked Estep 
Score: -21314888.000000 Penalty: 5948.194824
	Iteration 3Q: 3 clusters Score -2.131489e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79698 members 
Mstep: Class 2 contains 81813 members 
Entering Unmasked Estep 
Score: -21318220.000000 Penalty: 5948.194824
	Iteration 4Q: 3 clusters Score -2.131822e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80646 members 
Mstep: Class 2 contains 80865 members 
Entering Unmasked Estep 
Score: -21322624.000000 Penalty: 5948.194824
	Iteration 5F: 3 clusters Score -2.132262e+07 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82737 members 
Mstep: Class 2 contains 78774 members 
Entering Unmasked Estep 
Score: -21328036.000000 Penalty: 5948.194824
	Iteration 6F: 3 clusters Score -2.132804e+07 nChanged 10427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86336 members 
Mstep: Class 2 contains 75175 members 
Entering Unmasked Estep 
Score: -21334230.000000 Penalty: 5948.194824
	Iteration 7F: 3 clusters Score -2.133423e+07 nChanged 10611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90971 members 
Mstep: Class 2 contains 70540 members 
Entering Unmasked Estep 
Score: -21341040.000000 Penalty: 5948.194824
	Iteration 8F: 3 clusters Score -2.134104e+07 nChanged 9880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95979 members 
Mstep: Class 2 contains 65532 members 
Entering Unmasked Estep 
Score: -21347526.000000 Penalty: 5948.194824
	Iteration 9F: 3 clusters Score -2.134753e+07 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100647 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -21352668.000000 Penalty: 5948.194824
	Iteration 10F: 3 clusters Score -2.135267e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104747 members 
Mstep: Class 2 contains 56764 members 
Entering Unmasked Estep 
Score: -21355692.000000 Penalty: 5948.194824
	Iteration 11Q: 3 clusters Score -2.135569e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108559 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -21357492.000000 Penalty: 5948.194824
	Iteration 12Q: 3 clusters Score -2.135749e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112218 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -21359112.000000 Penalty: 5948.194824
	Iteration 13Q: 3 clusters Score -2.135911e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115694 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -21360674.000000 Penalty: 5948.194824
	Iteration 14Q: 3 clusters Score -2.136067e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119012 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -21362076.000000 Penalty: 5948.194824
	Iteration 15Q: 3 clusters Score -2.136208e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122162 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -21363534.000000 Penalty: 5948.194824
	Iteration 16Q: 3 clusters Score -2.136353e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125148 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -21364684.000000 Penalty: 5948.194824
	Iteration 17Q: 3 clusters Score -2.136468e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127883 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -21365802.000000 Penalty: 5948.194824
	Iteration 18Q: 3 clusters Score -2.13658e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130386 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -21366910.000000 Penalty: 5948.194824
	Iteration 19Q: 3 clusters Score -2.136691e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132627 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -21367774.000000 Penalty: 5948.194824
	Iteration 20F: 3 clusters Score -2.136777e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134685 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -21368362.000000 Penalty: 5948.194824
	Iteration 21Q: 3 clusters Score -2.136836e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136631 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -21368962.000000 Penalty: 5948.194824
	Iteration 22Q: 3 clusters Score -2.136896e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138405 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -21369550.000000 Penalty: 5948.194824
	Iteration 23Q: 3 clusters Score -2.136955e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140061 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -21369984.000000 Penalty: 5948.194824
	Iteration 24Q: 3 clusters Score -2.136998e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141553 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -21370658.000000 Penalty: 5948.194824
	Iteration 25Q: 3 clusters Score -2.137066e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143007 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -21371208.000000 Penalty: 5948.194824
	Iteration 26Q: 3 clusters Score -2.137121e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144325 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -21371606.000000 Penalty: 5948.194824
	Iteration 27Q: 3 clusters Score -2.137161e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145564 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -21372036.000000 Penalty: 5948.194824
	Iteration 28Q: 3 clusters Score -2.137204e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146731 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -21372576.000000 Penalty: 5948.194824
	Iteration 29Q: 3 clusters Score -2.137258e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147823 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -21372934.000000 Penalty: 5948.194824
	Iteration 30Q: 3 clusters Score -2.137293e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148796 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -21373216.000000 Penalty: 5948.194824
	Iteration 31Q: 3 clusters Score -2.137322e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149643 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -21373524.000000 Penalty: 5948.194824
	Iteration 32Q: 3 clusters Score -2.137352e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150428 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -21373730.000000 Penalty: 5948.194824
	Iteration 33Q: 3 clusters Score -2.137373e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151100 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -21373832.000000 Penalty: 5948.194824
	Iteration 34Q: 3 clusters Score -2.137383e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151712 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -21373906.000000 Penalty: 5948.194824
	Iteration 35Q: 3 clusters Score -2.137391e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152237 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -21374046.000000 Penalty: 5948.194824
	Iteration 36Q: 3 clusters Score -2.137405e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152738 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -21374120.000000 Penalty: 5948.194824
	Iteration 37Q: 3 clusters Score -2.137412e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153188 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -21374140.000000 Penalty: 5948.194824
	Iteration 38Q: 3 clusters Score -2.137414e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153584 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -21374206.000000 Penalty: 5948.194824
	Iteration 39Q: 3 clusters Score -2.137421e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153935 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -21374278.000000 Penalty: 5948.194824
	Iteration 40F: 3 clusters Score -2.137428e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154259 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -21374340.000000 Penalty: 5948.194824
	Iteration 41Q: 3 clusters Score -2.137434e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154565 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -21374338.000000 Penalty: 5948.194824
	Iteration 42Q: 3 clusters Score -2.137434e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154881 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -21374362.000000 Penalty: 5948.194824
	Iteration 43Q: 3 clusters Score -2.137436e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155167 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -21374398.000000 Penalty: 5948.194824
	Iteration 44Q: 3 clusters Score -2.13744e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155448 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -21374382.000000 Penalty: 5948.194824
	Iteration 45Q: 3 clusters Score -2.137438e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155719 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -21374366.000000 Penalty: 5948.194824
	Iteration 46Q: 3 clusters Score -2.137437e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155972 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -21374348.000000 Penalty: 5948.194824
	Iteration 47Q: 3 clusters Score -2.137435e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156210 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -21374368.000000 Penalty: 5948.194824
	Iteration 48Q: 3 clusters Score -2.137437e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156417 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -21374348.000000 Penalty: 5948.194824
	Iteration 49Q: 3 clusters Score -2.137435e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156591 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -21374344.000000 Penalty: 5948.194824
	Iteration 50Q: 3 clusters Score -2.137434e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156743 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -21374326.000000 Penalty: 5948.194824
	Iteration 51Q: 3 clusters Score -2.137433e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156859 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -21374316.000000 Penalty: 5948.194824
	Iteration 52Q: 3 clusters Score -2.137432e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156962 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -21374284.000000 Penalty: 5948.194824
	Iteration 53Q: 3 clusters Score -2.137428e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157065 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -21374274.000000 Penalty: 5948.194824
	Iteration 54Q: 3 clusters Score -2.137427e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157167 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -21374262.000000 Penalty: 5948.194824
	Iteration 55Q: 3 clusters Score -2.137426e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157259 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -21374244.000000 Penalty: 5948.194824
	Iteration 56Q: 3 clusters Score -2.137424e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157348 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -21374234.000000 Penalty: 5948.194824
	Iteration 57Q: 3 clusters Score -2.137423e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157431 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -21374196.000000 Penalty: 5948.194824
	Iteration 58Q: 3 clusters Score -2.13742e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157523 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -21374172.000000 Penalty: 5948.194824
	Iteration 59Q: 3 clusters Score -2.137417e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157592 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -21374180.000000 Penalty: 5948.194824
	Iteration 60F: 3 clusters Score -2.137418e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157668 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -21374190.000000 Penalty: 5948.194824
	Iteration 61Q: 3 clusters Score -2.137419e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157722 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -21374182.000000 Penalty: 5948.194824
	Iteration 62Q: 3 clusters Score -2.137418e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157774 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -21374162.000000 Penalty: 5948.194824
	Iteration 63Q: 3 clusters Score -2.137416e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157822 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -21374128.000000 Penalty: 5948.194824
	Iteration 64Q: 3 clusters Score -2.137413e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157866 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -21374090.000000 Penalty: 5948.194824
	Iteration 65Q: 3 clusters Score -2.137409e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157906 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -21374086.000000 Penalty: 5948.194824
	Iteration 66Q: 3 clusters Score -2.137409e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157952 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -21374040.000000 Penalty: 5948.194824
	Iteration 67Q: 3 clusters Score -2.137404e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157997 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -21373998.000000 Penalty: 5948.194824
	Iteration 68Q: 3 clusters Score -2.1374e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158032 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -21373986.000000 Penalty: 5948.194824
	Iteration 69Q: 3 clusters Score -2.137399e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158070 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -21374012.000000 Penalty: 5948.194824
	Iteration 70Q: 3 clusters Score -2.137401e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158099 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -21374006.000000 Penalty: 5948.194824
	Iteration 71Q: 3 clusters Score -2.137401e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158130 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -21374004.000000 Penalty: 5948.194824
	Iteration 72Q: 3 clusters Score -2.1374e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158155 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -21373998.000000 Penalty: 5948.194824
	Iteration 73Q: 3 clusters Score -2.1374e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158184 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -21374004.000000 Penalty: 5948.194824
	Iteration 74Q: 3 clusters Score -2.1374e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158207 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -21373986.000000 Penalty: 5948.194824
	Iteration 75Q: 3 clusters Score -2.137399e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158222 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -21374004.000000 Penalty: 5948.194824
	Iteration 76Q: 3 clusters Score -2.1374e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158233 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -21374008.000000 Penalty: 5948.194824
	Iteration 77Q: 3 clusters Score -2.137401e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158245 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -21373992.000000 Penalty: 5948.194824
	Iteration 78Q: 3 clusters Score -2.137399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158253 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -21373994.000000 Penalty: 5948.194824
	Iteration 79Q: 3 clusters Score -2.137399e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158263 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -21373990.000000 Penalty: 5948.194824
	Iteration 80F: 3 clusters Score -2.137399e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158273 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -21373976.000000 Penalty: 5948.194824
	Iteration 81Q: 3 clusters Score -2.137398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158281 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -21373962.000000 Penalty: 5948.194824
	Iteration 82Q: 3 clusters Score -2.137396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158286 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -21373966.000000 Penalty: 5948.194824
	Iteration 83Q: 3 clusters Score -2.137397e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158295 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -21373986.000000 Penalty: 5948.194824
	Iteration 84Q: 3 clusters Score -2.137399e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158305 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -21373982.000000 Penalty: 5948.194824
	Iteration 85Q: 3 clusters Score -2.137398e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158317 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -21373982.000000 Penalty: 5948.194824
	Iteration 86Q: 3 clusters Score -2.137398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158325 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -21373984.000000 Penalty: 5948.194824
	Iteration 87Q: 3 clusters Score -2.137398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158331 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -21373988.000000 Penalty: 5948.194824
	Iteration 88Q: 3 clusters Score -2.137399e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158344 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -21373984.000000 Penalty: 5948.194824
	Iteration 89Q: 3 clusters Score -2.137398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158355 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -21373980.000000 Penalty: 5948.194824
	Iteration 90Q: 3 clusters Score -2.137398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158364 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -21373964.000000 Penalty: 5948.194824
	Iteration 91Q: 3 clusters Score -2.137396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158370 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -21373956.000000 Penalty: 5948.194824
	Iteration 92Q: 3 clusters Score -2.137396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158376 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -21373954.000000 Penalty: 5948.194824
	Iteration 93Q: 3 clusters Score -2.137395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158384 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -21373962.000000 Penalty: 5948.194824
	Iteration 94Q: 3 clusters Score -2.137396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158389 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -21373964.000000 Penalty: 5948.194824
	Iteration 95Q: 3 clusters Score -2.137396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158393 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -21373934.000000 Penalty: 5948.194824
	Iteration 96Q: 3 clusters Score -2.137393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158397 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -21373946.000000 Penalty: 5948.194824
	Iteration 97Q: 3 clusters Score -2.137395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158400 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -21373952.000000 Penalty: 5948.194824
	Iteration 98Q: 3 clusters Score -2.137395e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158400 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -21373952.000000 Penalty: 5948.194824
	Iteration 99F: 3 clusters Score -2.137395e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 79281 members 
Mstep: Class 3 contains 3561 members 
Mstep: Class 4 contains 153659 members 
Mstep: Class 5 contains 13957 members 
Mstep: Class 6 contains 985 members 
Mstep: Class 7 contains 212811 members 
Mstep: Class 8 contains 52758 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 46182 members 
Mstep: Class 12 contains 1705 members 
Mstep: Class 13 contains 3111 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 158400 members 
Mstep: Class 17 contains 138393 members 
Mstep: Class 20 contains 152796 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 153513 members 
Mstep: Class 23 contains 155078 members 
Entering Unmasked Estep 
Score: -180358144.000000 Penalty: 70124.296875
Splitting cluster 15 changes total score from -180343952.000000 to -180358144.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 17 (138393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138393 members 
Entering Unmasked Estep 
Score: -18411312.000000 Penalty: 2935.787354
	Iteration 0F: 2 clusters Score -1.841131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69488 members 
Mstep: Class 2 contains 68905 members 
Entering Unmasked Estep 
Score: -18319198.000000 Penalty: 5871.574707
	Iteration 0F: 3 clusters Score -1.83192e+07 nChanged 66000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72750 members 
Mstep: Class 2 contains 65643 members 
Entering Unmasked Estep 
Score: -18357182.000000 Penalty: 5871.574707
	Iteration 1F: 3 clusters Score -1.835718e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75291 members 
Mstep: Class 2 contains 63102 members 
Entering Unmasked Estep 
Score: -18358768.000000 Penalty: 5871.574707
	Iteration 2Q: 3 clusters Score -1.835877e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79459 members 
Mstep: Class 2 contains 58934 members 
Entering Unmasked Estep 
Score: -18361772.000000 Penalty: 5871.574707
	Iteration 3Q: 3 clusters Score -1.836177e+07 nChanged 9061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86136 members 
Mstep: Class 2 contains 52257 members 
Entering Unmasked Estep 
Score: -18367350.000000 Penalty: 5871.574707
	Iteration 4F: 3 clusters Score -1.836735e+07 nChanged 11712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95696 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -18376188.000000 Penalty: 5871.574707
	Iteration 5F: 3 clusters Score -1.837619e+07 nChanged 12672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106724 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -18387664.000000 Penalty: 5871.574707
	Iteration 6F: 3 clusters Score -1.838766e+07 nChanged 10401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115983 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -18399124.000000 Penalty: 5871.574707
	Iteration 7F: 3 clusters Score -1.839912e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120803 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -18406220.000000 Penalty: 5871.574707
	Iteration 8Q: 3 clusters Score -1.840622e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122686 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -18408124.000000 Penalty: 5871.574707
	Iteration 9Q: 3 clusters Score -1.840812e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123956 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -18408660.000000 Penalty: 5871.574707
	Iteration 10Q: 3 clusters Score -1.840866e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125003 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -18409066.000000 Penalty: 5871.574707
	Iteration 11Q: 3 clusters Score -1.840907e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125969 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -18409286.000000 Penalty: 5871.574707
	Iteration 12Q: 3 clusters Score -1.840929e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126821 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -18409472.000000 Penalty: 5871.574707
	Iteration 13Q: 3 clusters Score -1.840947e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127580 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -18409624.000000 Penalty: 5871.574707
	Iteration 14Q: 3 clusters Score -1.840962e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128235 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -18409724.000000 Penalty: 5871.574707
	Iteration 15Q: 3 clusters Score -1.840972e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128813 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -18409762.000000 Penalty: 5871.574707
	Iteration 16Q: 3 clusters Score -1.840976e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129342 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -18409802.000000 Penalty: 5871.574707
	Iteration 17Q: 3 clusters Score -1.84098e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129821 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -18409918.000000 Penalty: 5871.574707
	Iteration 18Q: 3 clusters Score -1.840992e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130264 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -18409958.000000 Penalty: 5871.574707
	Iteration 19Q: 3 clusters Score -1.840996e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130644 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -18410056.000000 Penalty: 5871.574707
	Iteration 20F: 3 clusters Score -1.841006e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130974 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -18410096.000000 Penalty: 5871.574707
	Iteration 21Q: 3 clusters Score -1.84101e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131254 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -18410168.000000 Penalty: 5871.574707
	Iteration 22Q: 3 clusters Score -1.841017e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131507 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -18410186.000000 Penalty: 5871.574707
	Iteration 23Q: 3 clusters Score -1.841019e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131739 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -18410206.000000 Penalty: 5871.574707
	Iteration 24Q: 3 clusters Score -1.841021e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131980 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -18410226.000000 Penalty: 5871.574707
	Iteration 25Q: 3 clusters Score -1.841023e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132167 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -18410272.000000 Penalty: 5871.574707
	Iteration 26Q: 3 clusters Score -1.841027e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132339 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -18410272.000000 Penalty: 5871.574707
	Iteration 27Q: 3 clusters Score -1.841027e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132493 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -18410316.000000 Penalty: 5871.574707
	Iteration 28Q: 3 clusters Score -1.841032e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132639 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -18410302.000000 Penalty: 5871.574707
	Iteration 29Q: 3 clusters Score -1.84103e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132802 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -18410306.000000 Penalty: 5871.574707
	Iteration 30Q: 3 clusters Score -1.841031e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132930 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -18410342.000000 Penalty: 5871.574707
	Iteration 31Q: 3 clusters Score -1.841034e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133052 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -18410344.000000 Penalty: 5871.574707
	Iteration 32Q: 3 clusters Score -1.841034e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133158 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -18410360.000000 Penalty: 5871.574707
	Iteration 33Q: 3 clusters Score -1.841036e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133274 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -18410400.000000 Penalty: 5871.574707
	Iteration 34Q: 3 clusters Score -1.84104e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133398 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -18410388.000000 Penalty: 5871.574707
	Iteration 35Q: 3 clusters Score -1.841039e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133511 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -18410338.000000 Penalty: 5871.574707
	Iteration 36Q: 3 clusters Score -1.841034e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133617 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -18410318.000000 Penalty: 5871.574707
	Iteration 37Q: 3 clusters Score -1.841032e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133708 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -18410340.000000 Penalty: 5871.574707
	Iteration 38Q: 3 clusters Score -1.841034e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133787 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -18410358.000000 Penalty: 5871.574707
	Iteration 39Q: 3 clusters Score -1.841036e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133868 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -18410328.000000 Penalty: 5871.574707
	Iteration 40F: 3 clusters Score -1.841033e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133944 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -18410322.000000 Penalty: 5871.574707
	Iteration 41Q: 3 clusters Score -1.841032e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134009 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -18410326.000000 Penalty: 5871.574707
	Iteration 42Q: 3 clusters Score -1.841033e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134075 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -18410340.000000 Penalty: 5871.574707
	Iteration 43Q: 3 clusters Score -1.841034e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134129 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -18410364.000000 Penalty: 5871.574707
	Iteration 44Q: 3 clusters Score -1.841036e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134178 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -18410374.000000 Penalty: 5871.574707
	Iteration 45Q: 3 clusters Score -1.841037e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134221 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -18410372.000000 Penalty: 5871.574707
	Iteration 46Q: 3 clusters Score -1.841037e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134260 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -18410378.000000 Penalty: 5871.574707
	Iteration 47Q: 3 clusters Score -1.841038e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134301 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -18410394.000000 Penalty: 5871.574707
	Iteration 48Q: 3 clusters Score -1.841039e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134339 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -18410388.000000 Penalty: 5871.574707
	Iteration 49Q: 3 clusters Score -1.841039e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134380 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -18410382.000000 Penalty: 5871.574707
	Iteration 50Q: 3 clusters Score -1.841038e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134414 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -18410366.000000 Penalty: 5871.574707
	Iteration 51Q: 3 clusters Score -1.841037e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134447 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -18410358.000000 Penalty: 5871.574707
	Iteration 52Q: 3 clusters Score -1.841036e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134483 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -18410366.000000 Penalty: 5871.574707
	Iteration 53Q: 3 clusters Score -1.841037e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134509 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -18410362.000000 Penalty: 5871.574707
	Iteration 54Q: 3 clusters Score -1.841036e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134531 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -18410392.000000 Penalty: 5871.574707
	Iteration 55Q: 3 clusters Score -1.841039e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134546 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -18410380.000000 Penalty: 5871.574707
	Iteration 56Q: 3 clusters Score -1.841038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134556 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -18410374.000000 Penalty: 5871.574707
	Iteration 57Q: 3 clusters Score -1.841037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134566 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -18410374.000000 Penalty: 5871.574707
	Iteration 58Q: 3 clusters Score -1.841037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134573 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -18410378.000000 Penalty: 5871.574707
	Iteration 59Q: 3 clusters Score -1.841038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134583 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -18410372.000000 Penalty: 5871.574707
	Iteration 60F: 3 clusters Score -1.841037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134590 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -18410360.000000 Penalty: 5871.574707
	Iteration 61Q: 3 clusters Score -1.841036e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134598 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -18410368.000000 Penalty: 5871.574707
	Iteration 62Q: 3 clusters Score -1.841037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134607 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -18410364.000000 Penalty: 5871.574707
	Iteration 63Q: 3 clusters Score -1.841036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134613 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -18410354.000000 Penalty: 5871.574707
	Iteration 64Q: 3 clusters Score -1.841035e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134620 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -18410358.000000 Penalty: 5871.574707
	Iteration 65Q: 3 clusters Score -1.841036e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134627 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -18410376.000000 Penalty: 5871.574707
	Iteration 66Q: 3 clusters Score -1.841038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134633 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -18410358.000000 Penalty: 5871.574707
	Iteration 67Q: 3 clusters Score -1.841036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134638 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -18410362.000000 Penalty: 5871.574707
	Iteration 68Q: 3 clusters Score -1.841036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134643 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -18410366.000000 Penalty: 5871.574707
	Iteration 69Q: 3 clusters Score -1.841037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134646 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -18410360.000000 Penalty: 5871.574707
	Iteration 70Q: 3 clusters Score -1.841036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134650 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -18410358.000000 Penalty: 5871.574707
	Iteration 71Q: 3 clusters Score -1.841036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134656 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -18410360.000000 Penalty: 5871.574707
	Iteration 72Q: 3 clusters Score -1.841036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134664 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -18410354.000000 Penalty: 5871.574707
	Iteration 73Q: 3 clusters Score -1.841035e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134675 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -18410360.000000 Penalty: 5871.574707
	Iteration 74Q: 3 clusters Score -1.841036e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134688 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -18410358.000000 Penalty: 5871.574707
	Iteration 75Q: 3 clusters Score -1.841036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134699 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -18410350.000000 Penalty: 5871.574707
	Iteration 76Q: 3 clusters Score -1.841035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134708 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -18410366.000000 Penalty: 5871.574707
	Iteration 77Q: 3 clusters Score -1.841037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134712 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -18410370.000000 Penalty: 5871.574707
	Iteration 78Q: 3 clusters Score -1.841037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134714 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -18410366.000000 Penalty: 5871.574707
	Iteration 79Q: 3 clusters Score -1.841037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134716 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -18410364.000000 Penalty: 5871.574707
	Iteration 80F: 3 clusters Score -1.841036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134719 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -18410376.000000 Penalty: 5871.574707
	Iteration 81Q: 3 clusters Score -1.841038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134722 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -18410380.000000 Penalty: 5871.574707
	Iteration 82Q: 3 clusters Score -1.841038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134726 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -18410386.000000 Penalty: 5871.574707
	Iteration 83Q: 3 clusters Score -1.841039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134730 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -18410370.000000 Penalty: 5871.574707
	Iteration 84Q: 3 clusters Score -1.841037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134734 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -18410382.000000 Penalty: 5871.574707
	Iteration 85Q: 3 clusters Score -1.841038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134734 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -18410382.000000 Penalty: 5871.574707
	Iteration 86F: 3 clusters Score -1.841038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (152796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152796 members 
Entering Unmasked Estep 
Score: -20424654.000000 Penalty: 2960.341064
	Iteration 0F: 2 clusters Score -2.042465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76565 members 
Mstep: Class 2 contains 76231 members 
Entering Unmasked Estep 
Score: -20323890.000000 Penalty: 5920.682129
	Iteration 0F: 3 clusters Score -2.032389e+07 nChanged 73210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79759 members 
Mstep: Class 2 contains 73037 members 
Entering Unmasked Estep 
Score: -20366176.000000 Penalty: 5920.682129
	Iteration 1F: 3 clusters Score -2.036618e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81624 members 
Mstep: Class 2 contains 71172 members 
Entering Unmasked Estep 
Score: -20367132.000000 Penalty: 5920.682129
	Iteration 2Q: 3 clusters Score -2.036713e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84500 members 
Mstep: Class 2 contains 68296 members 
Entering Unmasked Estep 
Score: -20368448.000000 Penalty: 5920.682129
	Iteration 3Q: 3 clusters Score -2.036845e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88966 members 
Mstep: Class 2 contains 63830 members 
Entering Unmasked Estep 
Score: -20370636.000000 Penalty: 5920.682129
	Iteration 4Q: 3 clusters Score -2.037064e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95509 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -20374276.000000 Penalty: 5920.682129
	Iteration 5F: 3 clusters Score -2.037428e+07 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104178 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -20379960.000000 Penalty: 5920.682129
	Iteration 6F: 3 clusters Score -2.037996e+07 nChanged 11264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114714 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -20388374.000000 Penalty: 5920.682129
	Iteration 7F: 3 clusters Score -2.038837e+07 nChanged 11545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125833 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -20398476.000000 Penalty: 5920.682129
	Iteration 8F: 3 clusters Score -2.039848e+07 nChanged 10194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135819 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -20407890.000000 Penalty: 5920.682129
	Iteration 9F: 3 clusters Score -2.040789e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143149 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -20414972.000000 Penalty: 5920.682129
	Iteration 10Q: 3 clusters Score -2.041497e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147599 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -20418976.000000 Penalty: 5920.682129
	Iteration 11Q: 3 clusters Score -2.041898e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150020 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -20420766.000000 Penalty: 5920.682129
	Iteration 12Q: 3 clusters Score -2.042077e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151250 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -20421474.000000 Penalty: 5920.682129
	Iteration 13Q: 3 clusters Score -2.042147e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151836 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -20421828.000000 Penalty: 5920.682129
	Iteration 14Q: 3 clusters Score -2.042183e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152095 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -20421986.000000 Penalty: 5920.682129
	Iteration 15Q: 3 clusters Score -2.042199e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152216 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -20422110.000000 Penalty: 5920.682129
	Iteration 16Q: 3 clusters Score -2.042211e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152279 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -20422122.000000 Penalty: 5920.682129
	Iteration 17Q: 3 clusters Score -2.042212e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152317 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -20422152.000000 Penalty: 5920.682129
	Iteration 18Q: 3 clusters Score -2.042215e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152341 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -20422176.000000 Penalty: 5920.682129
	Iteration 19Q: 3 clusters Score -2.042218e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152349 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -20422180.000000 Penalty: 5920.682129
	Iteration 20F: 3 clusters Score -2.042218e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152361 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -20422186.000000 Penalty: 5920.682129
	Iteration 21Q: 3 clusters Score -2.042219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152368 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -20422180.000000 Penalty: 5920.682129
	Iteration 22Q: 3 clusters Score -2.042218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152373 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -20422200.000000 Penalty: 5920.682129
	Iteration 23Q: 3 clusters Score -2.04222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152379 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -20422208.000000 Penalty: 5920.682129
	Iteration 24Q: 3 clusters Score -2.042221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152382 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -20422200.000000 Penalty: 5920.682129
	Iteration 25Q: 3 clusters Score -2.04222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152385 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -20422208.000000 Penalty: 5920.682129
	Iteration 26Q: 3 clusters Score -2.042221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152385 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -20422210.000000 Penalty: 5920.682129
	Iteration 27Q: 3 clusters Score -2.042221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152388 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -20422226.000000 Penalty: 5920.682129
	Iteration 28Q: 3 clusters Score -2.042223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152392 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -20422228.000000 Penalty: 5920.682129
	Iteration 29Q: 3 clusters Score -2.042223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152395 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -20422228.000000 Penalty: 5920.682129
	Iteration 30Q: 3 clusters Score -2.042223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152394 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -20422238.000000 Penalty: 5920.682129
	Iteration 31Q: 3 clusters Score -2.042224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152397 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -20422240.000000 Penalty: 5920.682129
	Iteration 32Q: 3 clusters Score -2.042224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152399 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -20422246.000000 Penalty: 5920.682129
	Iteration 33Q: 3 clusters Score -2.042225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152404 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -20422238.000000 Penalty: 5920.682129
	Iteration 34Q: 3 clusters Score -2.042224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152402 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -20422248.000000 Penalty: 5920.682129
	Iteration 35Q: 3 clusters Score -2.042225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152404 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -20422250.000000 Penalty: 5920.682129
	Iteration 36Q: 3 clusters Score -2.042225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152407 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -20422246.000000 Penalty: 5920.682129
	Iteration 37Q: 3 clusters Score -2.042225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152409 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -20422238.000000 Penalty: 5920.682129
	Iteration 38Q: 3 clusters Score -2.042224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152410 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -20422242.000000 Penalty: 5920.682129
	Iteration 39Q: 3 clusters Score -2.042224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152411 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -20422242.000000 Penalty: 5920.682129
	Iteration 40F: 3 clusters Score -2.042224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152412 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -20422246.000000 Penalty: 5920.682129
	Iteration 41Q: 3 clusters Score -2.042225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152413 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -20422260.000000 Penalty: 5920.682129
	Iteration 42Q: 3 clusters Score -2.042226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152414 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -20422244.000000 Penalty: 5920.682129
	Iteration 43Q: 3 clusters Score -2.042224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152414 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -20422244.000000 Penalty: 5920.682129
	Iteration 44F: 3 clusters Score -2.042224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Entering Unmasked Estep 
Score: -2361145.000000 Penalty: 2420.728516
	Iteration 0F: 2 clusters Score -2361145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2348733.250000 Penalty: 4841.457031
	Iteration 0F: 3 clusters Score -2348733 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2352892.250000 Penalty: 4841.457031
	Iteration 1F: 3 clusters Score -2352892 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2353299.750000 Penalty: 4841.457031
	Iteration 2F: 3 clusters Score -2353300 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2353684.250000 Penalty: 4841.457031
	Iteration 3F: 3 clusters Score -2353684 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2354118.250000 Penalty: 4841.457031
	Iteration 4F: 3 clusters Score -2354118 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2354642.500000 Penalty: 4841.457031
	Iteration 5F: 3 clusters Score -2354642 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2355260.750000 Penalty: 4841.457031
	Iteration 6F: 3 clusters Score -2355261 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2356017.000000 Penalty: 4841.457031
	Iteration 7F: 3 clusters Score -2356017 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2356794.250000 Penalty: 4841.457031
	Iteration 8F: 3 clusters Score -2356794 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2357490.750000 Penalty: 4841.457031
	Iteration 9Q: 3 clusters Score -2357491 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -2358060.500000 Penalty: 4841.457031
	Iteration 10Q: 3 clusters Score -2358060 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2358454.000000 Penalty: 4841.457031
	Iteration 11Q: 3 clusters Score -2358454 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -2358681.250000 Penalty: 4841.457031
	Iteration 12Q: 3 clusters Score -2358681 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2358819.750000 Penalty: 4841.457031
	Iteration 13Q: 3 clusters Score -2358820 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2358904.750000 Penalty: 4841.457031
	Iteration 14Q: 3 clusters Score -2358905 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2358949.500000 Penalty: 4841.457031
	Iteration 15Q: 3 clusters Score -2358950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2358977.500000 Penalty: 4841.457031
	Iteration 16Q: 3 clusters Score -2358978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2359004.250000 Penalty: 4841.457031
	Iteration 17Q: 3 clusters Score -2359004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2359027.000000 Penalty: 4841.457031
	Iteration 18Q: 3 clusters Score -2359027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2359045.750000 Penalty: 4841.457031
	Iteration 19Q: 3 clusters Score -2359046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2359054.000000 Penalty: 4841.457031
	Iteration 20F: 3 clusters Score -2359054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2359067.000000 Penalty: 4841.457031
	Iteration 21Q: 3 clusters Score -2359067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2359073.250000 Penalty: 4841.457031
	Iteration 22Q: 3 clusters Score -2359073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -2359078.750000 Penalty: 4841.457031
	Iteration 23Q: 3 clusters Score -2359079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2359086.500000 Penalty: 4841.457031
	Iteration 24Q: 3 clusters Score -2359086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2359091.250000 Penalty: 4841.457031
	Iteration 25Q: 3 clusters Score -2359091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2359093.500000 Penalty: 4841.457031
	Iteration 26Q: 3 clusters Score -2359094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2359101.250000 Penalty: 4841.457031
	Iteration 27Q: 3 clusters Score -2359101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2359104.750000 Penalty: 4841.457031
	Iteration 28Q: 3 clusters Score -2359105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2359109.000000 Penalty: 4841.457031
	Iteration 29Q: 3 clusters Score -2359109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2359113.500000 Penalty: 4841.457031
	Iteration 30Q: 3 clusters Score -2359114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2359115.250000 Penalty: 4841.457031
	Iteration 31Q: 3 clusters Score -2359115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2359120.250000 Penalty: 4841.457031
	Iteration 32Q: 3 clusters Score -2359120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2359125.750000 Penalty: 4841.457031
	Iteration 33Q: 3 clusters Score -2359126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2359128.750000 Penalty: 4841.457031
	Iteration 34Q: 3 clusters Score -2359129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2359130.000000 Penalty: 4841.457031
	Iteration 35Q: 3 clusters Score -2359130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2359132.000000 Penalty: 4841.457031
	Iteration 36Q: 3 clusters Score -2359132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2359136.000000 Penalty: 4841.457031
	Iteration 37Q: 3 clusters Score -2359136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2359144.250000 Penalty: 4841.457031
	Iteration 38Q: 3 clusters Score -2359144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2359142.250000 Penalty: 4841.457031
	Iteration 39Q: 3 clusters Score -2359142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2359139.250000 Penalty: 4841.457031
	Iteration 40F: 3 clusters Score -2359139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2359142.750000 Penalty: 4841.457031
	Iteration 41Q: 3 clusters Score -2359143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2359143.000000 Penalty: 4841.457031
	Iteration 42Q: 3 clusters Score -2359143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2359146.000000 Penalty: 4841.457031
	Iteration 43Q: 3 clusters Score -2359146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2359147.750000 Penalty: 4841.457031
	Iteration 44Q: 3 clusters Score -2359148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2359147.750000 Penalty: 4841.457031
	Iteration 45Q: 3 clusters Score -2359148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2359147.750000 Penalty: 4841.457031
	Iteration 46F: 3 clusters Score -2359148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (153513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153513 members 
Entering Unmasked Estep 
Score: -20281532.000000 Penalty: 2961.502197
	Iteration 0F: 2 clusters Score -2.028153e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76693 members 
Mstep: Class 2 contains 76820 members 
Entering Unmasked Estep 
Score: -20179516.000000 Penalty: 5923.004395
	Iteration 0F: 3 clusters Score -2.017952e+07 nChanged 73226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75867 members 
Mstep: Class 2 contains 77646 members 
Entering Unmasked Estep 
Score: -20221778.000000 Penalty: 5923.004395
	Iteration 1F: 3 clusters Score -2.022178e+07 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75527 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -20223612.000000 Penalty: 5923.004395
	Iteration 2Q: 3 clusters Score -2.022361e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75277 members 
Mstep: Class 2 contains 78236 members 
Entering Unmasked Estep 
Score: -20226540.000000 Penalty: 5923.004395
	Iteration 3Q: 3 clusters Score -2.022654e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75461 members 
Mstep: Class 2 contains 78052 members 
Entering Unmasked Estep 
Score: -20230602.000000 Penalty: 5923.004395
	Iteration 4Q: 3 clusters Score -2.02306e+07 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76672 members 
Mstep: Class 2 contains 76841 members 
Entering Unmasked Estep 
Score: -20235114.000000 Penalty: 5923.004395
	Iteration 5F: 3 clusters Score -2.023511e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79111 members 
Mstep: Class 2 contains 74402 members 
Entering Unmasked Estep 
Score: -20239560.000000 Penalty: 5923.004395
	Iteration 6F: 3 clusters Score -2.023956e+07 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82658 members 
Mstep: Class 2 contains 70855 members 
Entering Unmasked Estep 
Score: -20244616.000000 Penalty: 5923.004395
	Iteration 7F: 3 clusters Score -2.024462e+07 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86991 members 
Mstep: Class 2 contains 66522 members 
Entering Unmasked Estep 
Score: -20250210.000000 Penalty: 5923.004395
	Iteration 8F: 3 clusters Score -2.025021e+07 nChanged 8881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91264 members 
Mstep: Class 2 contains 62249 members 
Entering Unmasked Estep 
Score: -20255974.000000 Penalty: 5923.004395
	Iteration 9F: 3 clusters Score -2.025597e+07 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94738 members 
Mstep: Class 2 contains 58775 members 
Entering Unmasked Estep 
Score: -20260654.000000 Penalty: 5923.004395
	Iteration 10F: 3 clusters Score -2.026065e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97502 members 
Mstep: Class 2 contains 56011 members 
Entering Unmasked Estep 
Score: -20263462.000000 Penalty: 5923.004395
	Iteration 11Q: 3 clusters Score -2.026346e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99896 members 
Mstep: Class 2 contains 53617 members 
Entering Unmasked Estep 
Score: -20264810.000000 Penalty: 5923.004395
	Iteration 12Q: 3 clusters Score -2.026481e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102319 members 
Mstep: Class 2 contains 51194 members 
Entering Unmasked Estep 
Score: -20265772.000000 Penalty: 5923.004395
	Iteration 13Q: 3 clusters Score -2.026577e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104733 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -20266578.000000 Penalty: 5923.004395
	Iteration 14Q: 3 clusters Score -2.026658e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107292 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -20267442.000000 Penalty: 5923.004395
	Iteration 15Q: 3 clusters Score -2.026744e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110008 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -20268508.000000 Penalty: 5923.004395
	Iteration 16Q: 3 clusters Score -2.026851e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112765 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -20269754.000000 Penalty: 5923.004395
	Iteration 17Q: 3 clusters Score -2.026975e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115371 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -20270870.000000 Penalty: 5923.004395
	Iteration 18Q: 3 clusters Score -2.027087e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117954 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -20272000.000000 Penalty: 5923.004395
	Iteration 19Q: 3 clusters Score -2.0272e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120428 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -20273182.000000 Penalty: 5923.004395
	Iteration 20F: 3 clusters Score -2.027318e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122788 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -20274246.000000 Penalty: 5923.004395
	Iteration 21Q: 3 clusters Score -2.027425e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124968 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -20275112.000000 Penalty: 5923.004395
	Iteration 22Q: 3 clusters Score -2.027511e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126899 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -20275946.000000 Penalty: 5923.004395
	Iteration 23Q: 3 clusters Score -2.027595e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128698 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -20276676.000000 Penalty: 5923.004395
	Iteration 24Q: 3 clusters Score -2.027668e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130396 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -20277266.000000 Penalty: 5923.004395
	Iteration 25Q: 3 clusters Score -2.027727e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131875 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -20277830.000000 Penalty: 5923.004395
	Iteration 26Q: 3 clusters Score -2.027783e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133272 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -20278402.000000 Penalty: 5923.004395
	Iteration 27Q: 3 clusters Score -2.02784e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134553 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -20278922.000000 Penalty: 5923.004395
	Iteration 28Q: 3 clusters Score -2.027892e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135758 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -20279386.000000 Penalty: 5923.004395
	Iteration 29Q: 3 clusters Score -2.027939e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136852 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -20279816.000000 Penalty: 5923.004395
	Iteration 30Q: 3 clusters Score -2.027982e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137813 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -20280086.000000 Penalty: 5923.004395
	Iteration 31Q: 3 clusters Score -2.028009e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138721 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -20280432.000000 Penalty: 5923.004395
	Iteration 32Q: 3 clusters Score -2.028043e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139520 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -20280660.000000 Penalty: 5923.004395
	Iteration 33Q: 3 clusters Score -2.028066e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140211 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -20280870.000000 Penalty: 5923.004395
	Iteration 34Q: 3 clusters Score -2.028087e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140848 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -20281020.000000 Penalty: 5923.004395
	Iteration 35Q: 3 clusters Score -2.028102e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141396 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -20281224.000000 Penalty: 5923.004395
	Iteration 36Q: 3 clusters Score -2.028122e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141941 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -20281474.000000 Penalty: 5923.004395
	Iteration 37Q: 3 clusters Score -2.028147e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142428 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -20281594.000000 Penalty: 5923.004395
	Iteration 38Q: 3 clusters Score -2.028159e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142869 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -20281762.000000 Penalty: 5923.004395
	Iteration 39Q: 3 clusters Score -2.028176e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143289 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -20281826.000000 Penalty: 5923.004395
	Iteration 40F: 3 clusters Score -2.028183e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143690 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -20281994.000000 Penalty: 5923.004395
	Iteration 41Q: 3 clusters Score -2.028199e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144052 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -20282082.000000 Penalty: 5923.004395
	Iteration 42Q: 3 clusters Score -2.028208e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144373 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -20282108.000000 Penalty: 5923.004395
	Iteration 43Q: 3 clusters Score -2.028211e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144655 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -20282172.000000 Penalty: 5923.004395
	Iteration 44Q: 3 clusters Score -2.028217e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144917 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -20282230.000000 Penalty: 5923.004395
	Iteration 45Q: 3 clusters Score -2.028223e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145147 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -20282236.000000 Penalty: 5923.004395
	Iteration 46Q: 3 clusters Score -2.028224e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145367 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -20282278.000000 Penalty: 5923.004395
	Iteration 47Q: 3 clusters Score -2.028228e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145577 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -20282302.000000 Penalty: 5923.004395
	Iteration 48Q: 3 clusters Score -2.02823e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145755 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -20282298.000000 Penalty: 5923.004395
	Iteration 49Q: 3 clusters Score -2.02823e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145919 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -20282284.000000 Penalty: 5923.004395
	Iteration 50Q: 3 clusters Score -2.028228e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146054 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -20282292.000000 Penalty: 5923.004395
	Iteration 51Q: 3 clusters Score -2.028229e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146170 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -20282334.000000 Penalty: 5923.004395
	Iteration 52Q: 3 clusters Score -2.028233e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146283 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -20282338.000000 Penalty: 5923.004395
	Iteration 53Q: 3 clusters Score -2.028234e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146376 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -20282348.000000 Penalty: 5923.004395
	Iteration 54Q: 3 clusters Score -2.028235e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146459 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -20282394.000000 Penalty: 5923.004395
	Iteration 55Q: 3 clusters Score -2.028239e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146548 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -20282422.000000 Penalty: 5923.004395
	Iteration 56Q: 3 clusters Score -2.028242e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146627 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -20282446.000000 Penalty: 5923.004395
	Iteration 57Q: 3 clusters Score -2.028245e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146711 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -20282404.000000 Penalty: 5923.004395
	Iteration 58Q: 3 clusters Score -2.02824e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146770 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -20282412.000000 Penalty: 5923.004395
	Iteration 59Q: 3 clusters Score -2.028241e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146820 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -20282412.000000 Penalty: 5923.004395
	Iteration 60F: 3 clusters Score -2.028241e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146866 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -20282428.000000 Penalty: 5923.004395
	Iteration 61Q: 3 clusters Score -2.028243e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146917 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -20282428.000000 Penalty: 5923.004395
	Iteration 62Q: 3 clusters Score -2.028243e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146976 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -20282420.000000 Penalty: 5923.004395
	Iteration 63Q: 3 clusters Score -2.028242e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147033 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -20282460.000000 Penalty: 5923.004395
	Iteration 64Q: 3 clusters Score -2.028246e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147086 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -20282460.000000 Penalty: 5923.004395
	Iteration 65Q: 3 clusters Score -2.028246e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147138 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -20282480.000000 Penalty: 5923.004395
	Iteration 66Q: 3 clusters Score -2.028248e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147184 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -20282490.000000 Penalty: 5923.004395
	Iteration 67Q: 3 clusters Score -2.028249e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147221 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -20282498.000000 Penalty: 5923.004395
	Iteration 68Q: 3 clusters Score -2.02825e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147253 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -20282476.000000 Penalty: 5923.004395
	Iteration 69Q: 3 clusters Score -2.028248e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147281 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -20282494.000000 Penalty: 5923.004395
	Iteration 70Q: 3 clusters Score -2.028249e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147310 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -20282502.000000 Penalty: 5923.004395
	Iteration 71Q: 3 clusters Score -2.02825e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147331 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -20282482.000000 Penalty: 5923.004395
	Iteration 72Q: 3 clusters Score -2.028248e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147349 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -20282494.000000 Penalty: 5923.004395
	Iteration 73Q: 3 clusters Score -2.028249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147361 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -20282496.000000 Penalty: 5923.004395
	Iteration 74Q: 3 clusters Score -2.02825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147373 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -20282506.000000 Penalty: 5923.004395
	Iteration 75Q: 3 clusters Score -2.028251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147386 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -20282496.000000 Penalty: 5923.004395
	Iteration 76Q: 3 clusters Score -2.02825e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147399 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -20282514.000000 Penalty: 5923.004395
	Iteration 77Q: 3 clusters Score -2.028251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147414 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -20282504.000000 Penalty: 5923.004395
	Iteration 78Q: 3 clusters Score -2.02825e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147431 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -20282496.000000 Penalty: 5923.004395
	Iteration 79Q: 3 clusters Score -2.02825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147446 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -20282518.000000 Penalty: 5923.004395
	Iteration 80F: 3 clusters Score -2.028252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147455 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -20282522.000000 Penalty: 5923.004395
	Iteration 81Q: 3 clusters Score -2.028252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147464 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -20282504.000000 Penalty: 5923.004395
	Iteration 82Q: 3 clusters Score -2.02825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147476 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -20282504.000000 Penalty: 5923.004395
	Iteration 83Q: 3 clusters Score -2.02825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147485 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -20282510.000000 Penalty: 5923.004395
	Iteration 84Q: 3 clusters Score -2.028251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147495 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -20282498.000000 Penalty: 5923.004395
	Iteration 85Q: 3 clusters Score -2.02825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147510 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -20282512.000000 Penalty: 5923.004395
	Iteration 86Q: 3 clusters Score -2.028251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147522 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -20282514.000000 Penalty: 5923.004395
	Iteration 87Q: 3 clusters Score -2.028251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147530 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -20282510.000000 Penalty: 5923.004395
	Iteration 88Q: 3 clusters Score -2.028251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147539 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -20282498.000000 Penalty: 5923.004395
	Iteration 89Q: 3 clusters Score -2.02825e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147544 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -20282516.000000 Penalty: 5923.004395
	Iteration 90Q: 3 clusters Score -2.028252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147550 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -20282516.000000 Penalty: 5923.004395
	Iteration 91Q: 3 clusters Score -2.028252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147553 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -20282518.000000 Penalty: 5923.004395
	Iteration 92Q: 3 clusters Score -2.028252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147559 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -20282526.000000 Penalty: 5923.004395
	Iteration 93Q: 3 clusters Score -2.028253e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147563 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -20282518.000000 Penalty: 5923.004395
	Iteration 94Q: 3 clusters Score -2.028252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147566 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -20282520.000000 Penalty: 5923.004395
	Iteration 95Q: 3 clusters Score -2.028252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147570 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -20282506.000000 Penalty: 5923.004395
	Iteration 96Q: 3 clusters Score -2.028251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147573 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -20282522.000000 Penalty: 5923.004395
	Iteration 97Q: 3 clusters Score -2.028252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147574 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -20282514.000000 Penalty: 5923.004395
	Iteration 98Q: 3 clusters Score -2.028251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147575 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -20282514.000000 Penalty: 5923.004395
	Iteration 99Q: 3 clusters Score -2.028251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147576 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -20282502.000000 Penalty: 5923.004395
	Iteration 100F: 3 clusters Score -2.02825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 79281 members 
Mstep: Class 3 contains 3561 members 
Mstep: Class 4 contains 153659 members 
Mstep: Class 5 contains 13957 members 
Mstep: Class 6 contains 985 members 
Mstep: Class 7 contains 212811 members 
Mstep: Class 8 contains 52758 members 
Mstep: Class 9 contains 2622 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 46182 members 
Mstep: Class 12 contains 1705 members 
Mstep: Class 13 contains 3111 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 158400 members 
Mstep: Class 16 contains 5937 members 
Mstep: Class 17 contains 138393 members 
Mstep: Class 20 contains 152796 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 147576 members 
Mstep: Class 23 contains 155078 members 
Entering Unmasked Estep 
Score: -180359056.000000 Penalty: 73630.507812
Splitting cluster 22 changes total score from -180343952.000000 to -180359056.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 23 (155078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155078 members 
Entering Unmasked Estep 
Score: -21152570.000000 Penalty: 2964.017334
	Iteration 0F: 2 clusters Score -2.115257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77738 members 
Mstep: Class 2 contains 77340 members 
Entering Unmasked Estep 
Score: -21050800.000000 Penalty: 5928.034668
	Iteration 0F: 3 clusters Score -2.10508e+07 nChanged 74345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80529 members 
Mstep: Class 2 contains 74549 members 
Entering Unmasked Estep 
Score: -21093058.000000 Penalty: 5928.034668
	Iteration 1F: 3 clusters Score -2.109306e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82186 members 
Mstep: Class 2 contains 72892 members 
Entering Unmasked Estep 
Score: -21093870.000000 Penalty: 5928.034668
	Iteration 2Q: 3 clusters Score -2.109387e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84841 members 
Mstep: Class 2 contains 70237 members 
Entering Unmasked Estep 
Score: -21094878.000000 Penalty: 5928.034668
	Iteration 3Q: 3 clusters Score -2.109488e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89015 members 
Mstep: Class 2 contains 66063 members 
Entering Unmasked Estep 
Score: -21096582.000000 Penalty: 5928.034668
	Iteration 4Q: 3 clusters Score -2.109658e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95415 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
Score: -21099422.000000 Penalty: 5928.034668
	Iteration 5Q: 3 clusters Score -2.109942e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104699 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -21104836.000000 Penalty: 5928.034668
	Iteration 6F: 3 clusters Score -2.110484e+07 nChanged 12711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117394 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -21114784.000000 Penalty: 5928.034668
	Iteration 7F: 3 clusters Score -2.111478e+07 nChanged 14702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132096 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -21128128.000000 Penalty: 5928.034668
	Iteration 8F: 3 clusters Score -2.112813e+07 nChanged 12555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144651 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -21140696.000000 Penalty: 5928.034668
	Iteration 9F: 3 clusters Score -2.11407e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151740 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -21147378.000000 Penalty: 5928.034668
	Iteration 10Q: 3 clusters Score -2.114738e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154173 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -21149344.000000 Penalty: 5928.034668
	Iteration 11Q: 3 clusters Score -2.114934e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154751 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -21149782.000000 Penalty: 5928.034668
	Iteration 12Q: 3 clusters Score -2.114978e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154857 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21149892.000000 Penalty: 5928.034668
	Iteration 13Q: 3 clusters Score -2.114989e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154876 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -21149934.000000 Penalty: 5928.034668
	Iteration 14Q: 3 clusters Score -2.114993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154877 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21149940.000000 Penalty: 5928.034668
	Iteration 15Q: 3 clusters Score -2.114994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154883 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21149946.000000 Penalty: 5928.034668
	Iteration 16Q: 3 clusters Score -2.114995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154885 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -21149944.000000 Penalty: 5928.034668
	Iteration 17Q: 3 clusters Score -2.114994e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154886 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21149958.000000 Penalty: 5928.034668
	Iteration 18Q: 3 clusters Score -2.114996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154888 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21149964.000000 Penalty: 5928.034668
	Iteration 19Q: 3 clusters Score -2.114996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154892 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21149968.000000 Penalty: 5928.034668
	Iteration 20F: 3 clusters Score -2.114997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154893 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21149966.000000 Penalty: 5928.034668
	Iteration 21Q: 3 clusters Score -2.114997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154892 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21149966.000000 Penalty: 5928.034668
	Iteration 22Q: 3 clusters Score -2.114997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154893 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -21149978.000000 Penalty: 5928.034668
	Iteration 23Q: 3 clusters Score -2.114998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154894 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21149980.000000 Penalty: 5928.034668
	Iteration 24Q: 3 clusters Score -2.114998e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154896 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21149988.000000 Penalty: 5928.034668
	Iteration 25Q: 3 clusters Score -2.114999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154898 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21149984.000000 Penalty: 5928.034668
	Iteration 26Q: 3 clusters Score -2.114998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154898 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21149984.000000 Penalty: 5928.034668
	Iteration 27F: 3 clusters Score -2.114998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 79281 members 
Mstep: Class 4 contains 153659 members 
Mstep: Class 5 contains 13957 members 
Mstep: Class 7 contains 212811 members 
Mstep: Class 8 contains 52758 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 46182 members 
Mstep: Class 12 contains 1705 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 158400 members 
Mstep: Class 17 contains 138393 members 
Mstep: Class 20 contains 152796 members 
Mstep: Class 21 contains 17344 members 
Mstep: Class 22 contains 147576 members 
Mstep: Class 23 contains 155078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180362848.000000 Penalty: 73630.507812
Iteration 39Q: 22 clusters Score -1.803628e+08 nChanged 25233
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 79001 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 153476 members 
Mstep: Class 5 contains 14073 members 
Mstep: Class 6 contains 954 members 
Mstep: Class 7 contains 211797 members 
Mstep: Class 8 contains 53060 members 
Mstep: Class 9 contains 2574 members 
Mstep: Class 10 contains 4425 members 
Mstep: Class 11 contains 46446 members 
Mstep: Class 12 contains 1705 members 
Mstep: Class 13 contains 3111 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 158385 members 
Mstep: Class 16 contains 5901 members 
Mstep: Class 17 contains 136816 members 
Mstep: Class 20 contains 151812 members 
Mstep: Class 21 contains 17578 members 
Mstep: Class 22 contains 149903 members 
Mstep: Class 23 contains 155366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180368704.000000 Penalty: 73630.507812
Iteration 40F: 22 clusters Score -1.803687e+08 nChanged 22622
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 78425 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 152899 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 950 members 
Mstep: Class 7 contains 210995 members 
Mstep: Class 8 contains 53329 members 
Mstep: Class 9 contains 2686 members 
Mstep: Class 10 contains 4285 members 
Mstep: Class 11 contains 47065 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3129 members 
Mstep: Class 14 contains 894 members 
Mstep: Class 15 contains 160696 members 
Mstep: Class 16 contains 5941 members 
Mstep: Class 17 contains 135197 members 
Mstep: Class 20 contains 150454 members 
Mstep: Class 21 contains 17956 members 
Mstep: Class 22 contains 150082 members 
Mstep: Class 23 contains 155569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180371632.000000 Penalty: 73630.507812
Iteration 41Q: 22 clusters Score -1.803716e+08 nChanged 20880
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 77951 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 152615 members 
Mstep: Class 5 contains 14689 members 
Mstep: Class 6 contains 942 members 
Mstep: Class 7 contains 210585 members 
Mstep: Class 8 contains 53628 members 
Mstep: Class 9 contains 2700 members 
Mstep: Class 10 contains 4162 members 
Mstep: Class 11 contains 47608 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3157 members 
Mstep: Class 14 contains 917 members 
Mstep: Class 15 contains 162036 members 
Mstep: Class 16 contains 5994 members 
Mstep: Class 17 contains 133679 members 
Mstep: Class 20 contains 149395 members 
Mstep: Class 21 contains 18445 members 
Mstep: Class 22 contains 150092 members 
Mstep: Class 23 contains 155817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180372768.000000 Penalty: 73630.507812
Iteration 42Q: 22 clusters Score -1.803728e+08 nChanged 20069
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 77475 members 
Mstep: Class 3 contains 3447 members 
Mstep: Class 4 contains 152643 members 
Mstep: Class 5 contains 15001 members 
Mstep: Class 6 contains 943 members 
Mstep: Class 7 contains 210484 members 
Mstep: Class 8 contains 53907 members 
Mstep: Class 9 contains 2698 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 48160 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3170 members 
Mstep: Class 14 contains 917 members 
Mstep: Class 15 contains 162491 members 
Mstep: Class 16 contains 6067 members 
Mstep: Class 17 contains 132174 members 
Mstep: Class 20 contains 148664 members 
Mstep: Class 21 contains 19016 members 
Mstep: Class 22 contains 150077 members 
Mstep: Class 23 contains 156011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180375280.000000 Penalty: 73630.507812
Iteration 43Q: 22 clusters Score -1.803753e+08 nChanged 19402
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 76919 members 
Mstep: Class 3 contains 3470 members 
Mstep: Class 4 contains 152879 members 
Mstep: Class 5 contains 15301 members 
Mstep: Class 6 contains 943 members 
Mstep: Class 7 contains 210482 members 
Mstep: Class 8 contains 54221 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 3929 members 
Mstep: Class 11 contains 48653 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3176 members 
Mstep: Class 14 contains 921 members 
Mstep: Class 15 contains 162299 members 
Mstep: Class 16 contains 6153 members 
Mstep: Class 17 contains 130829 members 
Mstep: Class 20 contains 148040 members 
Mstep: Class 21 contains 19699 members 
Mstep: Class 22 contains 150201 members 
Mstep: Class 23 contains 156135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180377696.000000 Penalty: 73630.507812
Iteration 44Q: 22 clusters Score -1.803777e+08 nChanged 18648
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 76315 members 
Mstep: Class 3 contains 3513 members 
Mstep: Class 4 contains 153413 members 
Mstep: Class 5 contains 15534 members 
Mstep: Class 6 contains 944 members 
Mstep: Class 7 contains 210610 members 
Mstep: Class 8 contains 54528 members 
Mstep: Class 9 contains 2701 members 
Mstep: Class 10 contains 3811 members 
Mstep: Class 11 contains 49101 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 14 contains 922 members 
Mstep: Class 15 contains 161585 members 
Mstep: Class 16 contains 6227 members 
Mstep: Class 17 contains 129520 members 
Mstep: Class 20 contains 147533 members 
Mstep: Class 21 contains 20495 members 
Mstep: Class 22 contains 150367 members 
Mstep: Class 23 contains 156272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180380528.000000 Penalty: 73630.507812
Iteration 45Q: 22 clusters Score -1.803805e+08 nChanged 18156
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 75690 members 
Mstep: Class 3 contains 3561 members 
Mstep: Class 4 contains 154078 members 
Mstep: Class 5 contains 15767 members 
Mstep: Class 6 contains 945 members 
Mstep: Class 7 contains 210792 members 
Mstep: Class 8 contains 54827 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 3652 members 
Mstep: Class 11 contains 49497 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3166 members 
Mstep: Class 14 contains 920 members 
Mstep: Class 15 contains 160689 members 
Mstep: Class 16 contains 6288 members 
Mstep: Class 17 contains 128237 members 
Mstep: Class 20 contains 146967 members 
Mstep: Class 21 contains 21407 members 
Mstep: Class 22 contains 150668 members 
Mstep: Class 23 contains 156348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180383216.000000 Penalty: 73630.507812
Iteration 46Q: 22 clusters Score -1.803832e+08 nChanged 17295
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 75000 members 
Mstep: Class 3 contains 3602 members 
Mstep: Class 4 contains 154804 members 
Mstep: Class 5 contains 16023 members 
Mstep: Class 6 contains 947 members 
Mstep: Class 7 contains 210999 members 
Mstep: Class 8 contains 55115 members 
Mstep: Class 9 contains 2708 members 
Mstep: Class 10 contains 3514 members 
Mstep: Class 11 contains 49814 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 924 members 
Mstep: Class 15 contains 159656 members 
Mstep: Class 16 contains 6351 members 
Mstep: Class 17 contains 126999 members 
Mstep: Class 20 contains 146383 members 
Mstep: Class 21 contains 22466 members 
Mstep: Class 22 contains 151024 members 
Mstep: Class 23 contains 156415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180386480.000000 Penalty: 73630.507812
Iteration 47Q: 22 clusters Score -1.803865e+08 nChanged 16820
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 74281 members 
Mstep: Class 3 contains 3653 members 
Mstep: Class 4 contains 155668 members 
Mstep: Class 5 contains 16284 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 7 contains 211304 members 
Mstep: Class 8 contains 55339 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 3385 members 
Mstep: Class 11 contains 50124 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3112 members 
Mstep: Class 14 contains 929 members 
Mstep: Class 15 contains 158629 members 
Mstep: Class 16 contains 6434 members 
Mstep: Class 17 contains 125678 members 
Mstep: Class 20 contains 145707 members 
Mstep: Class 21 contains 23636 members 
Mstep: Class 22 contains 151248 members 
Mstep: Class 23 contains 156542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180389392.000000 Penalty: 73630.507812
Iteration 48Q: 22 clusters Score -1.803894e+08 nChanged 16285
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 73528 members 
Mstep: Class 3 contains 3698 members 
Mstep: Class 4 contains 156533 members 
Mstep: Class 5 contains 16484 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 7 contains 211557 members 
Mstep: Class 8 contains 55606 members 
Mstep: Class 9 contains 2710 members 
Mstep: Class 10 contains 3282 members 
Mstep: Class 11 contains 50406 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 929 members 
Mstep: Class 15 contains 157568 members 
Mstep: Class 16 contains 6529 members 
Mstep: Class 17 contains 124320 members 
Mstep: Class 20 contains 145106 members 
Mstep: Class 21 contains 25040 members 
Mstep: Class 22 contains 151393 members 
Mstep: Class 23 contains 156612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180392144.000000 Penalty: 73630.507812
Iteration 49Q: 22 clusters Score -1.803921e+08 nChanged 15695
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 72764 members 
Mstep: Class 3 contains 3748 members 
Mstep: Class 4 contains 157274 members 
Mstep: Class 5 contains 16693 members 
Mstep: Class 6 contains 949 members 
Mstep: Class 7 contains 211761 members 
Mstep: Class 8 contains 55877 members 
Mstep: Class 9 contains 2714 members 
Mstep: Class 10 contains 3182 members 
Mstep: Class 11 contains 50596 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3055 members 
Mstep: Class 14 contains 925 members 
Mstep: Class 15 contains 156667 members 
Mstep: Class 16 contains 6613 members 
Mstep: Class 17 contains 122884 members 
Mstep: Class 20 contains 144554 members 
Mstep: Class 21 contains 26547 members 
Mstep: Class 22 contains 151548 members 
Mstep: Class 23 contains 156721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180394096.000000 Penalty: 73630.507812
Iteration 50Q: 22 clusters Score -1.803941e+08 nChanged 15235
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 71923 members 
Mstep: Class 3 contains 3792 members 
Mstep: Class 4 contains 158040 members 
Mstep: Class 5 contains 16896 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 7 contains 212083 members 
Mstep: Class 8 contains 56147 members 
Mstep: Class 9 contains 2714 members 
Mstep: Class 10 contains 3094 members 
Mstep: Class 11 contains 50820 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 925 members 
Mstep: Class 15 contains 155914 members 
Mstep: Class 16 contains 6679 members 
Mstep: Class 17 contains 121310 members 
Mstep: Class 20 contains 143958 members 
Mstep: Class 21 contains 28079 members 
Mstep: Class 22 contains 151779 members 
Mstep: Class 23 contains 156700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180395440.000000 Penalty: 73630.507812
Iteration 51Q: 22 clusters Score -1.803954e+08 nChanged 14663
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 71092 members 
Mstep: Class 3 contains 3825 members 
Mstep: Class 4 contains 158729 members 
Mstep: Class 5 contains 17133 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 7 contains 212422 members 
Mstep: Class 8 contains 56389 members 
Mstep: Class 9 contains 2716 members 
Mstep: Class 10 contains 3019 members 
Mstep: Class 11 contains 51028 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3020 members 
Mstep: Class 14 contains 924 members 
Mstep: Class 15 contains 155239 members 
Mstep: Class 16 contains 6751 members 
Mstep: Class 17 contains 119740 members 
Mstep: Class 20 contains 143336 members 
Mstep: Class 21 contains 29683 members 
Mstep: Class 22 contains 151994 members 
Mstep: Class 23 contains 156608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180396224.000000 Penalty: 73630.507812
Iteration 52Q: 22 clusters Score -1.803962e+08 nChanged 13841
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 70218 members 
Mstep: Class 3 contains 3849 members 
Mstep: Class 4 contains 159221 members 
Mstep: Class 5 contains 17356 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 7 contains 212832 members 
Mstep: Class 8 contains 56606 members 
Mstep: Class 9 contains 2717 members 
Mstep: Class 10 contains 2956 members 
Mstep: Class 11 contains 51224 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3006 members 
Mstep: Class 14 contains 926 members 
Mstep: Class 15 contains 154582 members 
Mstep: Class 16 contains 6835 members 
Mstep: Class 17 contains 118231 members 
Mstep: Class 20 contains 142693 members 
Mstep: Class 21 contains 31258 members 
Mstep: Class 22 contains 152287 members 
Mstep: Class 23 contains 156653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180397616.000000 Penalty: 73630.507812
Iteration 53Q: 22 clusters Score -1.803976e+08 nChanged 13349
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 69328 members 
Mstep: Class 3 contains 3876 members 
Mstep: Class 4 contains 159561 members 
Mstep: Class 5 contains 17610 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 7 contains 213275 members 
Mstep: Class 8 contains 56824 members 
Mstep: Class 9 contains 2716 members 
Mstep: Class 10 contains 2890 members 
Mstep: Class 11 contains 51366 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3010 members 
Mstep: Class 14 contains 924 members 
Mstep: Class 15 contains 154038 members 
Mstep: Class 16 contains 6918 members 
Mstep: Class 17 contains 116780 members 
Mstep: Class 20 contains 141925 members 
Mstep: Class 21 contains 32935 members 
Mstep: Class 22 contains 152567 members 
Mstep: Class 23 contains 156704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180398048.000000 Penalty: 73630.507812
Iteration 54Q: 22 clusters Score -1.80398e+08 nChanged 12851
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 68540 members 
Mstep: Class 3 contains 3899 members 
Mstep: Class 4 contains 159794 members 
Mstep: Class 5 contains 17867 members 
Mstep: Class 6 contains 949 members 
Mstep: Class 7 contains 213796 members 
Mstep: Class 8 contains 57049 members 
Mstep: Class 9 contains 2718 members 
Mstep: Class 10 contains 2831 members 
Mstep: Class 11 contains 51495 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3018 members 
Mstep: Class 14 contains 926 members 
Mstep: Class 15 contains 153582 members 
Mstep: Class 16 contains 7025 members 
Mstep: Class 17 contains 115261 members 
Mstep: Class 20 contains 141094 members 
Mstep: Class 21 contains 34461 members 
Mstep: Class 22 contains 152913 members 
Mstep: Class 23 contains 156814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180399600.000000 Penalty: 73630.507812
Iteration 55Q: 22 clusters Score -1.803996e+08 nChanged 12165
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 67824 members 
Mstep: Class 3 contains 3921 members 
Mstep: Class 4 contains 159997 members 
Mstep: Class 5 contains 18141 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 7 contains 214314 members 
Mstep: Class 8 contains 57247 members 
Mstep: Class 9 contains 2723 members 
Mstep: Class 10 contains 2777 members 
Mstep: Class 11 contains 51639 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3021 members 
Mstep: Class 14 contains 926 members 
Mstep: Class 15 contains 153231 members 
Mstep: Class 16 contains 7132 members 
Mstep: Class 17 contains 113854 members 
Mstep: Class 20 contains 140241 members 
Mstep: Class 21 contains 35800 members 
Mstep: Class 22 contains 153305 members 
Mstep: Class 23 contains 156831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180399504.000000 Penalty: 73630.507812
Iteration 56Q: 22 clusters Score -1.803995e+08 nChanged 11659
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 67189 members 
Mstep: Class 3 contains 3939 members 
Mstep: Class 4 contains 160164 members 
Mstep: Class 5 contains 18402 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 7 contains 214905 members 
Mstep: Class 8 contains 57426 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 10 contains 2722 members 
Mstep: Class 11 contains 51778 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3021 members 
Mstep: Class 14 contains 927 members 
Mstep: Class 15 contains 152905 members 
Mstep: Class 16 contains 7236 members 
Mstep: Class 17 contains 112438 members 
Mstep: Class 20 contains 139259 members 
Mstep: Class 21 contains 37069 members 
Mstep: Class 22 contains 153730 members 
Mstep: Class 23 contains 156935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180400432.000000 Penalty: 73630.507812
Iteration 57Q: 22 clusters Score -1.804004e+08 nChanged 10907
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 66663 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 160333 members 
Mstep: Class 5 contains 18625 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 7 contains 215428 members 
Mstep: Class 8 contains 57609 members 
Mstep: Class 9 contains 2723 members 
Mstep: Class 10 contains 2665 members 
Mstep: Class 11 contains 51926 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3017 members 
Mstep: Class 14 contains 930 members 
Mstep: Class 15 contains 152630 members 
Mstep: Class 16 contains 7330 members 
Mstep: Class 17 contains 111031 members 
Mstep: Class 20 contains 138361 members 
Mstep: Class 21 contains 38222 members 
Mstep: Class 22 contains 154132 members 
Mstep: Class 23 contains 157024 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 22 clusters Score -1.804011e+08 nChanged 10285
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 66230 members 
Mstep: Class 3 contains 3975 members 
Mstep: Class 4 contains 160406 members 
Mstep: Class 5 contains 18874 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 7 contains 215929 members 
Mstep: Class 8 contains 57763 members 
Mstep: Class 9 contains 2722 members 
Mstep: Class 10 contains 2612 members 
Mstep: Class 11 contains 52071 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3011 members 
Mstep: Class 14 contains 929 members 
Mstep: Class 15 contains 152367 members 
Mstep: Class 16 contains 7422 members 
Mstep: Class 17 contains 109634 members 
Mstep: Class 20 contains 137518 members 
Mstep: Class 21 contains 39336 members 
Mstep: Class 22 contains 154512 members 
Mstep: Class 23 contains 157136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180401152.000000 Penalty: 73630.507812
Iteration 59Q: 22 clusters Score -1.804012e+08 nChanged 9770
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 65862 members 
Mstep: Class 3 contains 3993 members 
Mstep: Class 4 contains 160408 members 
Mstep: Class 5 contains 19116 members 
Mstep: Class 6 contains 948 members 
Mstep: Class 7 contains 216453 members 
Mstep: Class 8 contains 57894 members 
Mstep: Class 9 contains 2719 members 
Mstep: Class 10 contains 2565 members 
Mstep: Class 11 contains 52215 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3009 members 
Mstep: Class 14 contains 932 members 
Mstep: Class 15 contains 152122 members 
Mstep: Class 16 contains 7523 members 
Mstep: Class 17 contains 108225 members 
Mstep: Class 20 contains 136771 members 
Mstep: Class 21 contains 40338 members 
Mstep: Class 22 contains 154888 members 
Mstep: Class 23 contains 157254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180402176.000000 Penalty: 73630.507812
Iteration 60F: 22 clusters Score -1.804022e+08 nChanged 10131
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 65427 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 160265 members 
Mstep: Class 5 contains 19358 members 
Mstep: Class 6 contains 956 members 
Mstep: Class 7 contains 216953 members 
Mstep: Class 8 contains 58032 members 
Mstep: Class 9 contains 2720 members 
Mstep: Class 10 contains 2522 members 
Mstep: Class 11 contains 52353 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3018 members 
Mstep: Class 14 contains 932 members 
Mstep: Class 15 contains 151860 members 
Mstep: Class 16 contains 7639 members 
Mstep: Class 17 contains 106793 members 
Mstep: Class 20 contains 135879 members 
Mstep: Class 21 contains 42018 members 
Mstep: Class 22 contains 155097 members 
Mstep: Class 23 contains 157253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180403664.000000 Penalty: 73630.507812
Iteration 61Q: 22 clusters Score -1.804037e+08 nChanged 10096
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 65063 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 159952 members 
Mstep: Class 5 contains 19620 members 
Mstep: Class 6 contains 960 members 
Mstep: Class 7 contains 217579 members 
Mstep: Class 8 contains 58201 members 
Mstep: Class 9 contains 2719 members 
Mstep: Class 10 contains 2503 members 
Mstep: Class 11 contains 52444 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3024 members 
Mstep: Class 14 contains 929 members 
Mstep: Class 15 contains 151663 members 
Mstep: Class 16 contains 7755 members 
Mstep: Class 17 contains 105361 members 
Mstep: Class 20 contains 134922 members 
Mstep: Class 21 contains 43648 members 
Mstep: Class 22 contains 155324 members 
Mstep: Class 23 contains 157248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180405600.000000 Penalty: 73630.507812
Iteration 62Q: 22 clusters Score -1.804056e+08 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 64750 members 
Mstep: Class 3 contains 4068 members 
Mstep: Class 4 contains 159570 members 
Mstep: Class 5 contains 19916 members 
Mstep: Class 6 contains 960 members 
Mstep: Class 7 contains 218121 members 
Mstep: Class 8 contains 58428 members 
Mstep: Class 9 contains 2716 members 
Mstep: Class 10 contains 2474 members 
Mstep: Class 11 contains 52504 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3034 members 
Mstep: Class 14 contains 930 members 
Mstep: Class 15 contains 151439 members 
Mstep: Class 16 contains 7871 members 
Mstep: Class 17 contains 103891 members 
Mstep: Class 20 contains 134000 members 
Mstep: Class 21 contains 45303 members 
Mstep: Class 22 contains 155535 members 
Mstep: Class 23 contains 157318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180406896.000000 Penalty: 73630.507812
Iteration 63Q: 22 clusters Score -1.804069e+08 nChanged 9849
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 64466 members 
Mstep: Class 3 contains 4087 members 
Mstep: Class 4 contains 158959 members 
Mstep: Class 5 contains 20188 members 
Mstep: Class 6 contains 960 members 
Mstep: Class 7 contains 218686 members 
Mstep: Class 8 contains 58632 members 
Mstep: Class 9 contains 2717 members 
Mstep: Class 10 contains 2441 members 
Mstep: Class 11 contains 52544 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 930 members 
Mstep: Class 15 contains 151321 members 
Mstep: Class 16 contains 7984 members 
Mstep: Class 17 contains 102439 members 
Mstep: Class 20 contains 133097 members 
Mstep: Class 21 contains 46932 members 
Mstep: Class 22 contains 155761 members 
Mstep: Class 23 contains 157490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407232.000000 Penalty: 73630.507812
Iteration 64Q: 22 clusters Score -1.804072e+08 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 64162 members 
Mstep: Class 3 contains 4100 members 
Mstep: Class 4 contains 158322 members 
Mstep: Class 5 contains 20467 members 
Mstep: Class 6 contains 960 members 
Mstep: Class 7 contains 219208 members 
Mstep: Class 8 contains 58839 members 
Mstep: Class 9 contains 2715 members 
Mstep: Class 10 contains 2429 members 
Mstep: Class 11 contains 52600 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 14 contains 927 members 
Mstep: Class 15 contains 151235 members 
Mstep: Class 16 contains 8097 members 
Mstep: Class 17 contains 101005 members 
Mstep: Class 20 contains 132179 members 
Mstep: Class 21 contains 48504 members 
Mstep: Class 22 contains 155937 members 
Mstep: Class 23 contains 157767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407344.000000 Penalty: 73630.507812
Iteration 65Q: 22 clusters Score -1.804073e+08 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 63894 members 
Mstep: Class 3 contains 4107 members 
Mstep: Class 4 contains 157754 members 
Mstep: Class 5 contains 20758 members 
Mstep: Class 6 contains 960 members 
Mstep: Class 7 contains 219721 members 
Mstep: Class 8 contains 59016 members 
Mstep: Class 9 contains 2716 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 52613 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3011 members 
Mstep: Class 14 contains 928 members 
Mstep: Class 15 contains 151181 members 
Mstep: Class 16 contains 8206 members 
Mstep: Class 17 contains 99575 members 
Mstep: Class 20 contains 131266 members 
Mstep: Class 21 contains 50049 members 
Mstep: Class 22 contains 156012 members 
Mstep: Class 23 contains 158135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407968.000000 Penalty: 73630.507812
Iteration 66Q: 22 clusters Score -1.80408e+08 nChanged 9229
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 63649 members 
Mstep: Class 3 contains 4116 members 
Mstep: Class 4 contains 157282 members 
Mstep: Class 5 contains 21020 members 
Mstep: Class 6 contains 960 members 
Mstep: Class 7 contains 220235 members 
Mstep: Class 8 contains 59176 members 
Mstep: Class 9 contains 2714 members 
Mstep: Class 10 contains 2371 members 
Mstep: Class 11 contains 52631 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 3007 members 
Mstep: Class 14 contains 927 members 
Mstep: Class 15 contains 151050 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 98229 members 
Mstep: Class 20 contains 130334 members 
Mstep: Class 21 contains 51566 members 
Mstep: Class 22 contains 156008 members 
Mstep: Class 23 contains 158509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408784.000000 Penalty: 73630.507812
Iteration 67Q: 22 clusters Score -1.804088e+08 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 63457 members 
Mstep: Class 3 contains 4129 members 
Mstep: Class 4 contains 156778 members 
Mstep: Class 5 contains 21234 members 
Mstep: Class 6 contains 960 members 
Mstep: Class 7 contains 220829 members 
Mstep: Class 8 contains 59358 members 
Mstep: Class 9 contains 2714 members 
Mstep: Class 10 contains 2359 members 
Mstep: Class 11 contains 52627 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 2996 members 
Mstep: Class 14 contains 925 members 
Mstep: Class 15 contains 150944 members 
Mstep: Class 16 contains 8459 members 
Mstep: Class 17 contains 96921 members 
Mstep: Class 20 contains 129319 members 
Mstep: Class 21 contains 53131 members 
Mstep: Class 22 contains 155993 members 
Mstep: Class 23 contains 158814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409168.000000 Penalty: 73630.507812
Iteration 68Q: 22 clusters Score -1.804092e+08 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 63364 members 
Mstep: Class 3 contains 4136 members 
Mstep: Class 4 contains 156316 members 
Mstep: Class 5 contains 21455 members 
Mstep: Class 6 contains 960 members 
Mstep: Class 7 contains 221389 members 
Mstep: Class 8 contains 59545 members 
Mstep: Class 9 contains 2715 members 
Mstep: Class 10 contains 2351 members 
Mstep: Class 11 contains 52599 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 2984 members 
Mstep: Class 14 contains 924 members 
Mstep: Class 15 contains 150852 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 95596 members 
Mstep: Class 20 contains 128311 members 
Mstep: Class 21 contains 54606 members 
Mstep: Class 22 contains 155967 members 
Mstep: Class 23 contains 159120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410896.000000 Penalty: 73630.507812
Iteration 69Q: 22 clusters Score -1.804109e+08 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 63322 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 155989 members 
Mstep: Class 5 contains 21666 members 
Mstep: Class 6 contains 960 members 
Mstep: Class 7 contains 221861 members 
Mstep: Class 8 contains 59747 members 
Mstep: Class 9 contains 2715 members 
Mstep: Class 10 contains 2324 members 
Mstep: Class 11 contains 52607 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 2970 members 
Mstep: Class 14 contains 923 members 
Mstep: Class 15 contains 150721 members 
Mstep: Class 16 contains 8685 members 
Mstep: Class 17 contains 94377 members 
Mstep: Class 20 contains 127369 members 
Mstep: Class 21 contains 55935 members 
Mstep: Class 22 contains 155901 members 
Mstep: Class 23 contains 159352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3492.718750 but Gain 3506.210938
Score: -180409248.000000 Penalty: 70124.296875
Iteration 70Q: 21 clusters Score -1.804092e+08 nChanged 11245
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 63269 members 
Mstep: Class 3 contains 4164 members 
Mstep: Class 4 contains 156085 members 
Mstep: Class 5 contains 21994 members 
Mstep: Class 6 contains 960 members 
Mstep: Class 7 contains 222426 members 
Mstep: Class 8 contains 60175 members 
Mstep: Class 9 contains 2714 members 
Mstep: Class 11 contains 52626 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 14 contains 924 members 
Mstep: Class 15 contains 150734 members 
Mstep: Class 16 contains 8781 members 
Mstep: Class 17 contains 93187 members 
Mstep: Class 20 contains 127220 members 
Mstep: Class 21 contains 57269 members 
Mstep: Class 22 contains 155937 members 
Mstep: Class 23 contains 159956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180413648.000000 Penalty: 70124.296875
Iteration 71Q: 21 clusters Score -1.804136e+08 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 63176 members 
Mstep: Class 3 contains 4172 members 
Mstep: Class 4 contains 155686 members 
Mstep: Class 5 contains 22257 members 
Mstep: Class 6 contains 960 members 
Mstep: Class 7 contains 222814 members 
Mstep: Class 8 contains 60322 members 
Mstep: Class 9 contains 2714 members 
Mstep: Class 11 contains 52629 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 2946 members 
Mstep: Class 14 contains 927 members 
Mstep: Class 15 contains 150563 members 
Mstep: Class 16 contains 8877 members 
Mstep: Class 17 contains 91974 members 
Mstep: Class 20 contains 126446 members 
Mstep: Class 21 contains 58586 members 
Mstep: Class 22 contains 155992 members 
Mstep: Class 23 contains 160149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180414768.000000 Penalty: 70124.296875
Iteration 72Q: 21 clusters Score -1.804148e+08 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 63077 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 155299 members 
Mstep: Class 5 contains 22519 members 
Mstep: Class 6 contains 960 members 
Mstep: Class 7 contains 223174 members 
Mstep: Class 8 contains 60485 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 11 contains 52650 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 2928 members 
Mstep: Class 14 contains 927 members 
Mstep: Class 15 contains 150414 members 
Mstep: Class 16 contains 8966 members 
Mstep: Class 17 contains 90790 members 
Mstep: Class 20 contains 125602 members 
Mstep: Class 21 contains 59924 members 
Mstep: Class 22 contains 156043 members 
Mstep: Class 23 contains 160315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180415488.000000 Penalty: 70124.296875
Iteration 73Q: 21 clusters Score -1.804155e+08 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 63017 members 
Mstep: Class 3 contains 4192 members 
Mstep: Class 4 contains 155049 members 
Mstep: Class 5 contains 22748 members 
Mstep: Class 6 contains 959 members 
Mstep: Class 7 contains 223540 members 
Mstep: Class 8 contains 60619 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 11 contains 52625 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 2912 members 
Mstep: Class 14 contains 930 members 
Mstep: Class 15 contains 150235 members 
Mstep: Class 16 contains 9049 members 
Mstep: Class 17 contains 89673 members 
Mstep: Class 20 contains 124749 members 
Mstep: Class 21 contains 61211 members 
Mstep: Class 22 contains 156107 members 
Mstep: Class 23 contains 160426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416224.000000 Penalty: 70124.296875
Iteration 74Q: 21 clusters Score -1.804162e+08 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 62964 members 
Mstep: Class 3 contains 4203 members 
Mstep: Class 4 contains 154869 members 
Mstep: Class 5 contains 22999 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 223918 members 
Mstep: Class 8 contains 60719 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 11 contains 52602 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 933 members 
Mstep: Class 15 contains 150110 members 
Mstep: Class 16 contains 9131 members 
Mstep: Class 17 contains 88583 members 
Mstep: Class 20 contains 123871 members 
Mstep: Class 21 contains 62364 members 
Mstep: Class 22 contains 156214 members 
Mstep: Class 23 contains 160519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180416464.000000 Penalty: 70124.296875
Iteration 75Q: 21 clusters Score -1.804165e+08 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 62942 members 
Mstep: Class 3 contains 4218 members 
Mstep: Class 4 contains 154723 members 
Mstep: Class 5 contains 23218 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 224333 members 
Mstep: Class 8 contains 60857 members 
Mstep: Class 9 contains 2711 members 
Mstep: Class 11 contains 52586 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 2870 members 
Mstep: Class 14 contains 936 members 
Mstep: Class 15 contains 150010 members 
Mstep: Class 16 contains 9205 members 
Mstep: Class 17 contains 87541 members 
Mstep: Class 20 contains 123050 members 
Mstep: Class 21 contains 63434 members 
Mstep: Class 22 contains 156302 members 
Mstep: Class 23 contains 160481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180417440.000000 Penalty: 70124.296875
Iteration 76Q: 21 clusters Score -1.804174e+08 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 62925 members 
Mstep: Class 3 contains 4233 members 
Mstep: Class 4 contains 154729 members 
Mstep: Class 5 contains 23460 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 224661 members 
Mstep: Class 8 contains 61007 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 11 contains 52578 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 2835 members 
Mstep: Class 14 contains 937 members 
Mstep: Class 15 contains 149927 members 
Mstep: Class 16 contains 9256 members 
Mstep: Class 17 contains 86571 members 
Mstep: Class 20 contains 122174 members 
Mstep: Class 21 contains 64478 members 
Mstep: Class 22 contains 156339 members 
Mstep: Class 23 contains 160434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180417712.000000 Penalty: 70124.296875
Iteration 77Q: 21 clusters Score -1.804177e+08 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 62877 members 
Mstep: Class 3 contains 4249 members 
Mstep: Class 4 contains 154753 members 
Mstep: Class 5 contains 23725 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 224947 members 
Mstep: Class 8 contains 61133 members 
Mstep: Class 9 contains 2712 members 
Mstep: Class 11 contains 52601 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 2801 members 
Mstep: Class 14 contains 937 members 
Mstep: Class 15 contains 149873 members 
Mstep: Class 16 contains 9321 members 
Mstep: Class 17 contains 85698 members 
Mstep: Class 20 contains 121346 members 
Mstep: Class 21 contains 65439 members 
Mstep: Class 22 contains 156325 members 
Mstep: Class 23 contains 160371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180418864.000000 Penalty: 70124.296875
Iteration 78Q: 21 clusters Score -1.804189e+08 nChanged 7219
Entering ConstructFrom: 
Score: -180418864.000000 Penalty: 70124.296875
Entering ConstructFrom: 
Trying to split cluster 1 (38820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Entering Unmasked Estep 
Score: -5014990.000000 Penalty: 2620.539307
	Iteration 0F: 2 clusters Score -5014990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -4988637.000000 Penalty: 5241.078613
	Iteration 0F: 3 clusters Score -4988637 nChanged 17721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -4998217.000000 Penalty: 5241.078613
	Iteration 1F: 3 clusters Score -4998217 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -4998696.500000 Penalty: 5241.078613
	Iteration 2Q: 3 clusters Score -4998696 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -4999260.500000 Penalty: 5241.078613
	Iteration 3Q: 3 clusters Score -4999260 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -4999946.000000 Penalty: 5241.078613
	Iteration 4Q: 3 clusters Score -4999946 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -5000926.000000 Penalty: 5241.078613
	Iteration 5F: 3 clusters Score -5000926 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -5002497.000000 Penalty: 5241.078613
	Iteration 6F: 3 clusters Score -5002497 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -5004865.500000 Penalty: 5241.078613
	Iteration 7F: 3 clusters Score -5004866 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -5007791.000000 Penalty: 5241.078613
	Iteration 8F: 3 clusters Score -5007791 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -5010275.000000 Penalty: 5241.078613
	Iteration 9F: 3 clusters Score -5010275 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -5011746.000000 Penalty: 5241.078613
	Iteration 10Q: 3 clusters Score -5011746 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5012355.500000 Penalty: 5241.078613
	Iteration 11Q: 3 clusters Score -5012356 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5012586.500000 Penalty: 5241.078613
	Iteration 12Q: 3 clusters Score -5012586 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5012694.000000 Penalty: 5241.078613
	Iteration 13Q: 3 clusters Score -5012694 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5012731.000000 Penalty: 5241.078613
	Iteration 14Q: 3 clusters Score -5012731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5012741.000000 Penalty: 5241.078613
	Iteration 15Q: 3 clusters Score -5012741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5012770.000000 Penalty: 5241.078613
	Iteration 16Q: 3 clusters Score -5012770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5012798.000000 Penalty: 5241.078613
	Iteration 17Q: 3 clusters Score -5012798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5012813.000000 Penalty: 5241.078613
	Iteration 18Q: 3 clusters Score -5012813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5012821.500000 Penalty: 5241.078613
	Iteration 19Q: 3 clusters Score -5012822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5012842.500000 Penalty: 5241.078613
	Iteration 20F: 3 clusters Score -5012842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5012849.500000 Penalty: 5241.078613
	Iteration 21Q: 3 clusters Score -5012850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5012854.500000 Penalty: 5241.078613
	Iteration 22Q: 3 clusters Score -5012854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5012860.500000 Penalty: 5241.078613
	Iteration 23Q: 3 clusters Score -5012860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5012860.500000 Penalty: 5241.078613
	Iteration 24F: 3 clusters Score -5012860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (62834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62834 members 
Entering Unmasked Estep 
Score: -8335266.000000 Penalty: 2739.966309
	Iteration 0F: 2 clusters Score -8335266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -8293200.500000 Penalty: 5479.932617
	Iteration 0F: 3 clusters Score -8293200 nChanged 29227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -8309848.000000 Penalty: 5479.932617
	Iteration 1F: 3 clusters Score -8309848 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -8311064.000000 Penalty: 5479.932617
	Iteration 2Q: 3 clusters Score -8311064 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -8312813.500000 Penalty: 5479.932617
	Iteration 3F: 3 clusters Score -8312814 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -8315195.000000 Penalty: 5479.932617
	Iteration 4F: 3 clusters Score -8315195 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -8317964.000000 Penalty: 5479.932617
	Iteration 5F: 3 clusters Score -8317964 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -8320814.500000 Penalty: 5479.932617
	Iteration 6F: 3 clusters Score -8320814 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -8323651.500000 Penalty: 5479.932617
	Iteration 7F: 3 clusters Score -8323652 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -8325828.500000 Penalty: 5479.932617
	Iteration 8F: 3 clusters Score -8325828 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -8327255.500000 Penalty: 5479.932617
	Iteration 9Q: 3 clusters Score -8327256 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -8328023.000000 Penalty: 5479.932617
	Iteration 10Q: 3 clusters Score -8328023 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -8328461.500000 Penalty: 5479.932617
	Iteration 11Q: 3 clusters Score -8328462 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -8328783.500000 Penalty: 5479.932617
	Iteration 12Q: 3 clusters Score -8328784 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -8328935.000000 Penalty: 5479.932617
	Iteration 13Q: 3 clusters Score -8328935 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -8329145.500000 Penalty: 5479.932617
	Iteration 14Q: 3 clusters Score -8329146 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -8329329.000000 Penalty: 5479.932617
	Iteration 15Q: 3 clusters Score -8329329 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -8329478.500000 Penalty: 5479.932617
	Iteration 16Q: 3 clusters Score -8329478 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -8329599.000000 Penalty: 5479.932617
	Iteration 17Q: 3 clusters Score -8329599 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -8329754.500000 Penalty: 5479.932617
	Iteration 18Q: 3 clusters Score -8329754 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -8329860.000000 Penalty: 5479.932617
	Iteration 19Q: 3 clusters Score -8329860 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -8329976.000000 Penalty: 5479.932617
	Iteration 20F: 3 clusters Score -8329976 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -8330092.500000 Penalty: 5479.932617
	Iteration 21Q: 3 clusters Score -8330092 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -8330216.500000 Penalty: 5479.932617
	Iteration 22Q: 3 clusters Score -8330216 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -8330309.500000 Penalty: 5479.932617
	Iteration 23Q: 3 clusters Score -8330310 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -8330436.500000 Penalty: 5479.932617
	Iteration 24Q: 3 clusters Score -8330436 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -8330566.500000 Penalty: 5479.932617
	Iteration 25Q: 3 clusters Score -8330566 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -8330673.000000 Penalty: 5479.932617
	Iteration 26Q: 3 clusters Score -8330673 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -8330803.500000 Penalty: 5479.932617
	Iteration 27Q: 3 clusters Score -8330804 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -8330910.500000 Penalty: 5479.932617
	Iteration 28Q: 3 clusters Score -8330910 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -8330991.500000 Penalty: 5479.932617
	Iteration 29Q: 3 clusters Score -8330992 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51510 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -8331059.500000 Penalty: 5479.932617
	Iteration 30Q: 3 clusters Score -8331060 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -8331154.500000 Penalty: 5479.932617
	Iteration 31Q: 3 clusters Score -8331154 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -8331281.500000 Penalty: 5479.932617
	Iteration 32Q: 3 clusters Score -8331282 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52963 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -8331416.500000 Penalty: 5479.932617
	Iteration 33Q: 3 clusters Score -8331416 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53425 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -8331502.500000 Penalty: 5479.932617
	Iteration 34Q: 3 clusters Score -8331502 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53850 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -8331604.500000 Penalty: 5479.932617
	Iteration 35Q: 3 clusters Score -8331604 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -8331721.500000 Penalty: 5479.932617
	Iteration 36Q: 3 clusters Score -8331722 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54669 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -8331815.500000 Penalty: 5479.932617
	Iteration 37Q: 3 clusters Score -8331816 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -8331928.000000 Penalty: 5479.932617
	Iteration 38Q: 3 clusters Score -8331928 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55478 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -8332055.000000 Penalty: 5479.932617
	Iteration 39Q: 3 clusters Score -8332055 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55924 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -8332204.000000 Penalty: 5479.932617
	Iteration 40F: 3 clusters Score -8332204 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -8332374.500000 Penalty: 5479.932617
	Iteration 41Q: 3 clusters Score -8332374 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -8332599.000000 Penalty: 5479.932617
	Iteration 42Q: 3 clusters Score -8332599 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57326 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -8332754.500000 Penalty: 5479.932617
	Iteration 43Q: 3 clusters Score -8332754 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57723 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -8332967.500000 Penalty: 5479.932617
	Iteration 44Q: 3 clusters Score -8332968 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58072 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -8333074.000000 Penalty: 5479.932617
	Iteration 45Q: 3 clusters Score -8333074 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -8333191.000000 Penalty: 5479.932617
	Iteration 46Q: 3 clusters Score -8333191 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -8333303.500000 Penalty: 5479.932617
	Iteration 47Q: 3 clusters Score -8333304 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58848 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -8333356.000000 Penalty: 5479.932617
	Iteration 48Q: 3 clusters Score -8333356 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -8333431.000000 Penalty: 5479.932617
	Iteration 49Q: 3 clusters Score -8333431 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -8333523.500000 Penalty: 5479.932617
	Iteration 50Q: 3 clusters Score -8333524 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59471 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -8333557.500000 Penalty: 5479.932617
	Iteration 51Q: 3 clusters Score -8333558 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59606 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -8333587.500000 Penalty: 5479.932617
	Iteration 52Q: 3 clusters Score -8333588 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -8333646.500000 Penalty: 5479.932617
	Iteration 53Q: 3 clusters Score -8333646 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59849 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -8333689.000000 Penalty: 5479.932617
	Iteration 54Q: 3 clusters Score -8333689 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59959 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -8333730.500000 Penalty: 5479.932617
	Iteration 55Q: 3 clusters Score -8333730 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60076 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -8333784.500000 Penalty: 5479.932617
	Iteration 56Q: 3 clusters Score -8333784 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60172 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -8333854.500000 Penalty: 5479.932617
	Iteration 57Q: 3 clusters Score -8333854 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60263 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -8333885.500000 Penalty: 5479.932617
	Iteration 58Q: 3 clusters Score -8333886 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60352 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -8333925.500000 Penalty: 5479.932617
	Iteration 59Q: 3 clusters Score -8333926 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60428 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -8333959.000000 Penalty: 5479.932617
	Iteration 60F: 3 clusters Score -8333959 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60488 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8333990.500000 Penalty: 5479.932617
	Iteration 61Q: 3 clusters Score -8333990 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60550 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -8334013.500000 Penalty: 5479.932617
	Iteration 62Q: 3 clusters Score -8334014 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60604 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -8334032.500000 Penalty: 5479.932617
	Iteration 63Q: 3 clusters Score -8334032 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -8334047.000000 Penalty: 5479.932617
	Iteration 64Q: 3 clusters Score -8334047 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60687 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -8334061.500000 Penalty: 5479.932617
	Iteration 65Q: 3 clusters Score -8334062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60733 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -8334046.500000 Penalty: 5479.932617
	Iteration 66Q: 3 clusters Score -8334046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60775 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -8334053.500000 Penalty: 5479.932617
	Iteration 67Q: 3 clusters Score -8334054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60814 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -8334079.000000 Penalty: 5479.932617
	Iteration 68Q: 3 clusters Score -8334079 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -8334097.000000 Penalty: 5479.932617
	Iteration 69Q: 3 clusters Score -8334097 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60876 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -8334128.000000 Penalty: 5479.932617
	Iteration 70Q: 3 clusters Score -8334128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60902 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -8334130.000000 Penalty: 5479.932617
	Iteration 71Q: 3 clusters Score -8334130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60925 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -8334152.000000 Penalty: 5479.932617
	Iteration 72Q: 3 clusters Score -8334152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60943 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8334149.500000 Penalty: 5479.932617
	Iteration 73Q: 3 clusters Score -8334150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -8334159.500000 Penalty: 5479.932617
	Iteration 74Q: 3 clusters Score -8334160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60982 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -8334165.500000 Penalty: 5479.932617
	Iteration 75Q: 3 clusters Score -8334166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60992 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -8334162.000000 Penalty: 5479.932617
	Iteration 76Q: 3 clusters Score -8334162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61007 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8334171.000000 Penalty: 5479.932617
	Iteration 77Q: 3 clusters Score -8334171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -8334178.500000 Penalty: 5479.932617
	Iteration 78Q: 3 clusters Score -8334178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61018 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -8334172.000000 Penalty: 5479.932617
	Iteration 79Q: 3 clusters Score -8334172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61023 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -8334181.000000 Penalty: 5479.932617
	Iteration 80F: 3 clusters Score -8334181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61025 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -8334179.000000 Penalty: 5479.932617
	Iteration 81Q: 3 clusters Score -8334179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61026 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8334175.000000 Penalty: 5479.932617
	Iteration 82Q: 3 clusters Score -8334175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61026 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8334175.000000 Penalty: 5479.932617
	Iteration 83F: 3 clusters Score -8334175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Entering Unmasked Estep 
Score: -538478.375000 Penalty: 2072.658447
	Iteration 0F: 2 clusters Score -538478.4 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 2112 members 
Entering Unmasked Estep 
Score: -534441.375000 Penalty: 4145.316895
	Iteration 0F: 3 clusters Score -534441.4 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -535489.375000 Penalty: 4145.316895
	Iteration 1F: 3 clusters Score -535489.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -535833.312500 Penalty: 4145.316895
	Iteration 2F: 3 clusters Score -535833.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -536113.312500 Penalty: 4145.316895
	Iteration 3F: 3 clusters Score -536113.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -536355.312500 Penalty: 4145.316895
	Iteration 4F: 3 clusters Score -536355.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -536559.375000 Penalty: 4145.316895
	Iteration 5F: 3 clusters Score -536559.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -536762.562500 Penalty: 4145.316895
	Iteration 6F: 3 clusters Score -536762.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -536893.187500 Penalty: 4145.316895
	Iteration 7Q: 3 clusters Score -536893.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -536964.812500 Penalty: 4145.316895
	Iteration 8Q: 3 clusters Score -536964.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -537006.687500 Penalty: 4145.316895
	Iteration 9Q: 3 clusters Score -537006.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -537031.125000 Penalty: 4145.316895
	Iteration 10Q: 3 clusters Score -537031.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -537048.687500 Penalty: 4145.316895
	Iteration 11Q: 3 clusters Score -537048.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -537064.750000 Penalty: 4145.316895
	Iteration 12Q: 3 clusters Score -537064.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -537084.250000 Penalty: 4145.316895
	Iteration 13Q: 3 clusters Score -537084.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -537089.750000 Penalty: 4145.316895
	Iteration 14Q: 3 clusters Score -537089.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -537092.187500 Penalty: 4145.316895
	Iteration 15Q: 3 clusters Score -537092.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -537095.187500 Penalty: 4145.316895
	Iteration 16Q: 3 clusters Score -537095.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -537099.500000 Penalty: 4145.316895
	Iteration 17Q: 3 clusters Score -537099.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -537101.375000 Penalty: 4145.316895
	Iteration 18Q: 3 clusters Score -537101.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -537104.500000 Penalty: 4145.316895
	Iteration 19Q: 3 clusters Score -537104.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -537105.062500 Penalty: 4145.316895
	Iteration 20F: 3 clusters Score -537105.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -537106.625000 Penalty: 4145.316895
	Iteration 21Q: 3 clusters Score -537106.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -537109.625000 Penalty: 4145.316895
	Iteration 22Q: 3 clusters Score -537109.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -537109.937500 Penalty: 4145.316895
	Iteration 23Q: 3 clusters Score -537109.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -537110.375000 Penalty: 4145.316895
	Iteration 24Q: 3 clusters Score -537110.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -537110.937500 Penalty: 4145.316895
	Iteration 25Q: 3 clusters Score -537110.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -537110.937500 Penalty: 4145.316895
	Iteration 26F: 3 clusters Score -537110.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (154792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154792 members 
Entering Unmasked Estep 
Score: -20910232.000000 Penalty: 2963.559814
	Iteration 0F: 2 clusters Score -2.091023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77641 members 
Mstep: Class 2 contains 77151 members 
Entering Unmasked Estep 
Score: -20806898.000000 Penalty: 5927.119629
	Iteration 0F: 3 clusters Score -2.08069e+07 nChanged 74227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84034 members 
Mstep: Class 2 contains 70758 members 
Entering Unmasked Estep 
Score: -20851172.000000 Penalty: 5927.119629
	Iteration 1F: 3 clusters Score -2.085117e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88259 members 
Mstep: Class 2 contains 66533 members 
Entering Unmasked Estep 
Score: -20853234.000000 Penalty: 5927.119629
	Iteration 2Q: 3 clusters Score -2.085323e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94531 members 
Mstep: Class 2 contains 60261 members 
Entering Unmasked Estep 
Score: -20856764.000000 Penalty: 5927.119629
	Iteration 3F: 3 clusters Score -2.085676e+07 nChanged 9871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103364 members 
Mstep: Class 2 contains 51428 members 
Entering Unmasked Estep 
Score: -20862644.000000 Penalty: 5927.119629
	Iteration 4F: 3 clusters Score -2.086264e+07 nChanged 12141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114827 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -20872304.000000 Penalty: 5927.119629
	Iteration 5F: 3 clusters Score -2.08723e+07 nChanged 12980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127339 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -20883678.000000 Penalty: 5927.119629
	Iteration 6F: 3 clusters Score -2.088368e+07 nChanged 11578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138593 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -20894514.000000 Penalty: 5927.119629
	Iteration 7F: 3 clusters Score -2.089451e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146425 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -20902298.000000 Penalty: 5927.119629
	Iteration 8F: 3 clusters Score -2.09023e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150535 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -20905680.000000 Penalty: 5927.119629
	Iteration 9Q: 3 clusters Score -2.090568e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152375 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -20906856.000000 Penalty: 5927.119629
	Iteration 10Q: 3 clusters Score -2.090686e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153199 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -20907366.000000 Penalty: 5927.119629
	Iteration 11Q: 3 clusters Score -2.090737e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153575 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -20907624.000000 Penalty: 5927.119629
	Iteration 12Q: 3 clusters Score -2.090762e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153753 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -20907730.000000 Penalty: 5927.119629
	Iteration 13Q: 3 clusters Score -2.090773e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153844 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -20907792.000000 Penalty: 5927.119629
	Iteration 14Q: 3 clusters Score -2.090779e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153905 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -20907832.000000 Penalty: 5927.119629
	Iteration 15Q: 3 clusters Score -2.090783e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153949 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -20907852.000000 Penalty: 5927.119629
	Iteration 16Q: 3 clusters Score -2.090785e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153976 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -20907892.000000 Penalty: 5927.119629
	Iteration 17Q: 3 clusters Score -2.090789e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154001 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -20907926.000000 Penalty: 5927.119629
	Iteration 18Q: 3 clusters Score -2.090793e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154023 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -20907934.000000 Penalty: 5927.119629
	Iteration 19Q: 3 clusters Score -2.090793e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154035 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -20907950.000000 Penalty: 5927.119629
	Iteration 20F: 3 clusters Score -2.090795e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154043 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -20907976.000000 Penalty: 5927.119629
	Iteration 21Q: 3 clusters Score -2.090798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154046 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -20907966.000000 Penalty: 5927.119629
	Iteration 22Q: 3 clusters Score -2.090797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154050 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -20907972.000000 Penalty: 5927.119629
	Iteration 23Q: 3 clusters Score -2.090797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154049 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -20907968.000000 Penalty: 5927.119629
	Iteration 24Q: 3 clusters Score -2.090797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154052 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -20907974.000000 Penalty: 5927.119629
	Iteration 25Q: 3 clusters Score -2.090797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154052 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -20907974.000000 Penalty: 5927.119629
	Iteration 26F: 3 clusters Score -2.090797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Entering Unmasked Estep 
Score: -3394434.500000 Penalty: 2500.949707
	Iteration 0F: 2 clusters Score -3394434 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 11841 members 
Entering Unmasked Estep 
Score: -3377672.250000 Penalty: 5001.899414
	Iteration 0F: 3 clusters Score -3377672 nChanged 10633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -3383453.500000 Penalty: 5001.899414
	Iteration 1F: 3 clusters Score -3383454 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -3383913.500000 Penalty: 5001.899414
	Iteration 2F: 3 clusters Score -3383914 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3384351.000000 Penalty: 5001.899414
	Iteration 3Q: 3 clusters Score -3384351 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -3384901.000000 Penalty: 5001.899414
	Iteration 4Q: 3 clusters Score -3384901 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -3385675.750000 Penalty: 5001.899414
	Iteration 5F: 3 clusters Score -3385676 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -3386781.500000 Penalty: 5001.899414
	Iteration 6F: 3 clusters Score -3386782 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -3388155.000000 Penalty: 5001.899414
	Iteration 7F: 3 clusters Score -3388155 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3389596.500000 Penalty: 5001.899414
	Iteration 8F: 3 clusters Score -3389596 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3390789.750000 Penalty: 5001.899414
	Iteration 9F: 3 clusters Score -3390790 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3391460.000000 Penalty: 5001.899414
	Iteration 10Q: 3 clusters Score -3391460 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3391819.750000 Penalty: 5001.899414
	Iteration 11Q: 3 clusters Score -3391820 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3391985.500000 Penalty: 5001.899414
	Iteration 12Q: 3 clusters Score -3391986 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3392074.250000 Penalty: 5001.899414
	Iteration 13Q: 3 clusters Score -3392074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3392113.500000 Penalty: 5001.899414
	Iteration 14Q: 3 clusters Score -3392114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3392138.750000 Penalty: 5001.899414
	Iteration 15Q: 3 clusters Score -3392139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3392168.250000 Penalty: 5001.899414
	Iteration 16Q: 3 clusters Score -3392168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3392181.750000 Penalty: 5001.899414
	Iteration 17Q: 3 clusters Score -3392182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3392197.500000 Penalty: 5001.899414
	Iteration 18Q: 3 clusters Score -3392198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3392206.500000 Penalty: 5001.899414
	Iteration 19Q: 3 clusters Score -3392206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3392213.250000 Penalty: 5001.899414
	Iteration 20F: 3 clusters Score -3392213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3392217.750000 Penalty: 5001.899414
	Iteration 21Q: 3 clusters Score -3392218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3392217.250000 Penalty: 5001.899414
	Iteration 22Q: 3 clusters Score -3392217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3392217.250000 Penalty: 5001.899414
	Iteration 23F: 3 clusters Score -3392217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -102947.546875 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -102947.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -101344.507812 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -101344.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -102662.234375 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -102662.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -103861.820312 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -103861.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -104183.593750 Penalty: 3404.964355
	Iteration 3F: 3 clusters Score -104183.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -104501.070312 Penalty: 3404.964355
	Iteration 4F: 3 clusters Score -104501.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -105041.460938 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -105041.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -105239.796875 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -105239.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -105294.804688 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -105294.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -105395.281250 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -105395.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -105511.101562 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -105511.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -105519.320312 Penalty: 3404.964355
	Iteration 10Q: 3 clusters Score -105519.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -105520.304688 Penalty: 3404.964355
	Iteration 11Q: 3 clusters Score -105520.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -105520.304688 Penalty: 3404.964355
	Iteration 12F: 3 clusters Score -105520.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 62834 members 
Mstep: Class 3 contains 4262 members 
Mstep: Class 4 contains 154792 members 
Mstep: Class 5 contains 23968 members 
Mstep: Class 6 contains 251 members 
Mstep: Class 7 contains 225154 members 
Mstep: Class 8 contains 61249 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 707 members 
Mstep: Class 11 contains 52625 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 2776 members 
Mstep: Class 14 contains 938 members 
Mstep: Class 15 contains 149764 members 
Mstep: Class 16 contains 9386 members 
Mstep: Class 17 contains 84818 members 
Mstep: Class 20 contains 120558 members 
Mstep: Class 21 contains 66350 members 
Mstep: Class 22 contains 156345 members 
Mstep: Class 23 contains 160409 members 
Entering Unmasked Estep 
Score: -180419424.000000 Penalty: 73630.507812
Splitting cluster 6 changes total score from -180418864.000000 to -180419424.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 7 (225154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225154 members 
Entering Unmasked Estep 
Score: -29642900.000000 Penalty: 3056.485840
	Iteration 0F: 2 clusters Score -2.96429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112741 members 
Mstep: Class 2 contains 112413 members 
Entering Unmasked Estep 
Score: -29496526.000000 Penalty: 6112.971680
	Iteration 0F: 3 clusters Score -2.949653e+07 nChanged 108088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116445 members 
Mstep: Class 2 contains 108709 members 
Entering Unmasked Estep 
Score: -29560370.000000 Penalty: 6112.971680
	Iteration 1F: 3 clusters Score -2.956037e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118960 members 
Mstep: Class 2 contains 106194 members 
Entering Unmasked Estep 
Score: -29561788.000000 Penalty: 6112.971680
	Iteration 2Q: 3 clusters Score -2.956179e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123304 members 
Mstep: Class 2 contains 101850 members 
Entering Unmasked Estep 
Score: -29564334.000000 Penalty: 6112.971680
	Iteration 3Q: 3 clusters Score -2.956433e+07 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130280 members 
Mstep: Class 2 contains 94874 members 
Entering Unmasked Estep 
Score: -29568848.000000 Penalty: 6112.971680
	Iteration 4Q: 3 clusters Score -2.956885e+07 nChanged 13246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140756 members 
Mstep: Class 2 contains 84398 members 
Entering Unmasked Estep 
Score: -29575596.000000 Penalty: 6112.971680
	Iteration 5F: 3 clusters Score -2.95756e+07 nChanged 16150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154984 members 
Mstep: Class 2 contains 70170 members 
Entering Unmasked Estep 
Score: -29586050.000000 Penalty: 6112.971680
	Iteration 6F: 3 clusters Score -2.958605e+07 nChanged 17753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171563 members 
Mstep: Class 2 contains 53591 members 
Entering Unmasked Estep 
Score: -29598902.000000 Penalty: 6112.971680
	Iteration 7F: 3 clusters Score -2.95989e+07 nChanged 17188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188089 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -29612254.000000 Penalty: 6112.971680
	Iteration 8F: 3 clusters Score -2.961225e+07 nChanged 14195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201940 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -29624132.000000 Penalty: 6112.971680
	Iteration 9F: 3 clusters Score -2.962413e+07 nChanged 9861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211625 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -29632488.000000 Penalty: 6112.971680
	Iteration 10Q: 3 clusters Score -2.963249e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217514 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -29637356.000000 Penalty: 6112.971680
	Iteration 11Q: 3 clusters Score -2.963736e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220572 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -29639510.000000 Penalty: 6112.971680
	Iteration 12Q: 3 clusters Score -2.963951e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222161 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -29640450.000000 Penalty: 6112.971680
	Iteration 13Q: 3 clusters Score -2.964045e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222915 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -29640896.000000 Penalty: 6112.971680
	Iteration 14Q: 3 clusters Score -2.96409e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223277 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -29641092.000000 Penalty: 6112.971680
	Iteration 15Q: 3 clusters Score -2.964109e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223471 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -29641246.000000 Penalty: 6112.971680
	Iteration 16Q: 3 clusters Score -2.964125e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223574 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -29641354.000000 Penalty: 6112.971680
	Iteration 17Q: 3 clusters Score -2.964135e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223605 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -29641442.000000 Penalty: 6112.971680
	Iteration 18Q: 3 clusters Score -2.964144e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223589 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -29641546.000000 Penalty: 6112.971680
	Iteration 19Q: 3 clusters Score -2.964155e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223547 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -29641646.000000 Penalty: 6112.971680
	Iteration 20F: 3 clusters Score -2.964165e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223481 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -29641788.000000 Penalty: 6112.971680
	Iteration 21Q: 3 clusters Score -2.964179e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223393 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -29641870.000000 Penalty: 6112.971680
	Iteration 22Q: 3 clusters Score -2.964187e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223301 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -29641944.000000 Penalty: 6112.971680
	Iteration 23Q: 3 clusters Score -2.964194e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223213 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -29642032.000000 Penalty: 6112.971680
	Iteration 24Q: 3 clusters Score -2.964203e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223134 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -29642062.000000 Penalty: 6112.971680
	Iteration 25Q: 3 clusters Score -2.964206e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223078 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -29642044.000000 Penalty: 6112.971680
	Iteration 26Q: 3 clusters Score -2.964204e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223039 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -29642080.000000 Penalty: 6112.971680
	Iteration 27Q: 3 clusters Score -2.964208e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223007 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -29642074.000000 Penalty: 6112.971680
	Iteration 28Q: 3 clusters Score -2.964207e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222974 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -29642140.000000 Penalty: 6112.971680
	Iteration 29Q: 3 clusters Score -2.964214e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222954 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -29642114.000000 Penalty: 6112.971680
	Iteration 30Q: 3 clusters Score -2.964211e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222940 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -29642130.000000 Penalty: 6112.971680
	Iteration 31Q: 3 clusters Score -2.964213e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222925 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -29642136.000000 Penalty: 6112.971680
	Iteration 32Q: 3 clusters Score -2.964214e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222912 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -29642114.000000 Penalty: 6112.971680
	Iteration 33Q: 3 clusters Score -2.964211e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222902 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -29642104.000000 Penalty: 6112.971680
	Iteration 34Q: 3 clusters Score -2.96421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222899 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -29642086.000000 Penalty: 6112.971680
	Iteration 35Q: 3 clusters Score -2.964209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222899 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -29642082.000000 Penalty: 6112.971680
	Iteration 36Q: 3 clusters Score -2.964208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222898 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -29642076.000000 Penalty: 6112.971680
	Iteration 37Q: 3 clusters Score -2.964208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222896 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -29642088.000000 Penalty: 6112.971680
	Iteration 38Q: 3 clusters Score -2.964209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222894 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -29642076.000000 Penalty: 6112.971680
	Iteration 39Q: 3 clusters Score -2.964208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222891 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -29642102.000000 Penalty: 6112.971680
	Iteration 40F: 3 clusters Score -2.96421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222886 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -29642096.000000 Penalty: 6112.971680
	Iteration 41Q: 3 clusters Score -2.96421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222886 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -29642096.000000 Penalty: 6112.971680
	Iteration 42F: 3 clusters Score -2.96421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (61249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61249 members 
Entering Unmasked Estep 
Score: -8232389.500000 Penalty: 2733.630371
	Iteration 0F: 2 clusters Score -8232390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -8191488.500000 Penalty: 5467.260742
	Iteration 0F: 3 clusters Score -8191488 nChanged 28504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -8207103.000000 Penalty: 5467.260742
	Iteration 1F: 3 clusters Score -8207103 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -8207850.500000 Penalty: 5467.260742
	Iteration 2Q: 3 clusters Score -8207850 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -8208825.000000 Penalty: 5467.260742
	Iteration 3Q: 3 clusters Score -8208825 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -8210056.000000 Penalty: 5467.260742
	Iteration 4Q: 3 clusters Score -8210056 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -8211727.500000 Penalty: 5467.260742
	Iteration 5F: 3 clusters Score -8211728 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -8214091.000000 Penalty: 5467.260742
	Iteration 6F: 3 clusters Score -8214091 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -8217265.000000 Penalty: 5467.260742
	Iteration 7F: 3 clusters Score -8217265 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -8220838.000000 Penalty: 5467.260742
	Iteration 8F: 3 clusters Score -8220838 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -8223566.000000 Penalty: 5467.260742
	Iteration 9F: 3 clusters Score -8223566 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -8225116.500000 Penalty: 5467.260742
	Iteration 10Q: 3 clusters Score -8225116 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -8225856.500000 Penalty: 5467.260742
	Iteration 11Q: 3 clusters Score -8225856 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -8226357.000000 Penalty: 5467.260742
	Iteration 12Q: 3 clusters Score -8226357 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -8226687.000000 Penalty: 5467.260742
	Iteration 13Q: 3 clusters Score -8226687 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -8227068.500000 Penalty: 5467.260742
	Iteration 14Q: 3 clusters Score -8227068 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -8227376.000000 Penalty: 5467.260742
	Iteration 15Q: 3 clusters Score -8227376 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -8227698.000000 Penalty: 5467.260742
	Iteration 16Q: 3 clusters Score -8227698 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -8228022.000000 Penalty: 5467.260742
	Iteration 17Q: 3 clusters Score -8228022 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -8228242.000000 Penalty: 5467.260742
	Iteration 18Q: 3 clusters Score -8228242 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -8228399.000000 Penalty: 5467.260742
	Iteration 19Q: 3 clusters Score -8228399 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -8228602.000000 Penalty: 5467.260742
	Iteration 20F: 3 clusters Score -8228602 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
Score: -8228747.000000 Penalty: 5467.260742
	Iteration 21Q: 3 clusters Score -8228747 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -8228954.000000 Penalty: 5467.260742
	Iteration 22Q: 3 clusters Score -8228954 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -8229136.000000 Penalty: 5467.260742
	Iteration 23Q: 3 clusters Score -8229136 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 52894 members 
Entering Unmasked Estep 
Score: -8229277.000000 Penalty: 5467.260742
	Iteration 24Q: 3 clusters Score -8229277 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -8229398.000000 Penalty: 5467.260742
	Iteration 25Q: 3 clusters Score -8229398 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 53872 members 
Entering Unmasked Estep 
Score: -8229577.500000 Penalty: 5467.260742
	Iteration 26Q: 3 clusters Score -8229578 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 54299 members 
Entering Unmasked Estep 
Score: -8229666.500000 Penalty: 5467.260742
	Iteration 27Q: 3 clusters Score -8229666 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 54712 members 
Entering Unmasked Estep 
Score: -8229793.500000 Penalty: 5467.260742
	Iteration 28Q: 3 clusters Score -8229794 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 55081 members 
Entering Unmasked Estep 
Score: -8229884.500000 Penalty: 5467.260742
	Iteration 29Q: 3 clusters Score -8229884 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 55413 members 
Entering Unmasked Estep 
Score: -8229959.500000 Penalty: 5467.260742
	Iteration 30Q: 3 clusters Score -8229960 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -8230034.500000 Penalty: 5467.260742
	Iteration 31Q: 3 clusters Score -8230034 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -8230121.000000 Penalty: 5467.260742
	Iteration 32Q: 3 clusters Score -8230121 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 56311 members 
Entering Unmasked Estep 
Score: -8230195.000000 Penalty: 5467.260742
	Iteration 33Q: 3 clusters Score -8230195 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 56596 members 
Entering Unmasked Estep 
Score: -8230281.500000 Penalty: 5467.260742
	Iteration 34Q: 3 clusters Score -8230282 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -8230315.500000 Penalty: 5467.260742
	Iteration 35Q: 3 clusters Score -8230316 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 57001 members 
Entering Unmasked Estep 
Score: -8230366.000000 Penalty: 5467.260742
	Iteration 36Q: 3 clusters Score -8230366 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -8230406.500000 Penalty: 5467.260742
	Iteration 37Q: 3 clusters Score -8230406 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 57307 members 
Entering Unmasked Estep 
Score: -8230456.000000 Penalty: 5467.260742
	Iteration 38Q: 3 clusters Score -8230456 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -8230502.500000 Penalty: 5467.260742
	Iteration 39Q: 3 clusters Score -8230502 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -8230511.000000 Penalty: 5467.260742
	Iteration 40F: 3 clusters Score -8230511 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 57694 members 
Entering Unmasked Estep 
Score: -8230541.000000 Penalty: 5467.260742
	Iteration 41Q: 3 clusters Score -8230541 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 57816 members 
Entering Unmasked Estep 
Score: -8230584.500000 Penalty: 5467.260742
	Iteration 42Q: 3 clusters Score -8230584 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -8230609.500000 Penalty: 5467.260742
	Iteration 43Q: 3 clusters Score -8230610 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 58050 members 
Entering Unmasked Estep 
Score: -8230627.500000 Penalty: 5467.260742
	Iteration 44Q: 3 clusters Score -8230628 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
Score: -8230638.500000 Penalty: 5467.260742
	Iteration 45Q: 3 clusters Score -8230638 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -8230650.000000 Penalty: 5467.260742
	Iteration 46Q: 3 clusters Score -8230650 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 58293 members 
Entering Unmasked Estep 
Score: -8230654.000000 Penalty: 5467.260742
	Iteration 47Q: 3 clusters Score -8230654 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 58362 members 
Entering Unmasked Estep 
Score: -8230668.000000 Penalty: 5467.260742
	Iteration 48Q: 3 clusters Score -8230668 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 58424 members 
Entering Unmasked Estep 
Score: -8230698.000000 Penalty: 5467.260742
	Iteration 49Q: 3 clusters Score -8230698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 58478 members 
Entering Unmasked Estep 
Score: -8230696.000000 Penalty: 5467.260742
	Iteration 50Q: 3 clusters Score -8230696 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 58527 members 
Entering Unmasked Estep 
Score: -8230713.000000 Penalty: 5467.260742
	Iteration 51Q: 3 clusters Score -8230713 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 58582 members 
Entering Unmasked Estep 
Score: -8230716.000000 Penalty: 5467.260742
	Iteration 52Q: 3 clusters Score -8230716 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 58630 members 
Entering Unmasked Estep 
Score: -8230715.000000 Penalty: 5467.260742
	Iteration 53Q: 3 clusters Score -8230715 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -8230709.500000 Penalty: 5467.260742
	Iteration 54Q: 3 clusters Score -8230710 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 58713 members 
Entering Unmasked Estep 
Score: -8230727.000000 Penalty: 5467.260742
	Iteration 55Q: 3 clusters Score -8230727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 58745 members 
Entering Unmasked Estep 
Score: -8230727.000000 Penalty: 5467.260742
	Iteration 56Q: 3 clusters Score -8230727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -8230743.000000 Penalty: 5467.260742
	Iteration 57Q: 3 clusters Score -8230743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 58796 members 
Entering Unmasked Estep 
Score: -8230757.000000 Penalty: 5467.260742
	Iteration 58Q: 3 clusters Score -8230757 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 58825 members 
Entering Unmasked Estep 
Score: -8230760.000000 Penalty: 5467.260742
	Iteration 59Q: 3 clusters Score -8230760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 58846 members 
Entering Unmasked Estep 
Score: -8230767.500000 Penalty: 5467.260742
	Iteration 60F: 3 clusters Score -8230768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -8230777.500000 Penalty: 5467.260742
	Iteration 61Q: 3 clusters Score -8230778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 58879 members 
Entering Unmasked Estep 
Score: -8230761.500000 Penalty: 5467.260742
	Iteration 62Q: 3 clusters Score -8230762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 58893 members 
Entering Unmasked Estep 
Score: -8230765.500000 Penalty: 5467.260742
	Iteration 63Q: 3 clusters Score -8230766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 58910 members 
Entering Unmasked Estep 
Score: -8230780.000000 Penalty: 5467.260742
	Iteration 64Q: 3 clusters Score -8230780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 58927 members 
Entering Unmasked Estep 
Score: -8230785.500000 Penalty: 5467.260742
	Iteration 65Q: 3 clusters Score -8230786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 58935 members 
Entering Unmasked Estep 
Score: -8230787.500000 Penalty: 5467.260742
	Iteration 66Q: 3 clusters Score -8230788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 58943 members 
Entering Unmasked Estep 
Score: -8230794.500000 Penalty: 5467.260742
	Iteration 67Q: 3 clusters Score -8230794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 58952 members 
Entering Unmasked Estep 
Score: -8230788.500000 Penalty: 5467.260742
	Iteration 68Q: 3 clusters Score -8230788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 58958 members 
Entering Unmasked Estep 
Score: -8230792.000000 Penalty: 5467.260742
	Iteration 69Q: 3 clusters Score -8230792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 58964 members 
Entering Unmasked Estep 
Score: -8230781.000000 Penalty: 5467.260742
	Iteration 70Q: 3 clusters Score -8230781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 58974 members 
Entering Unmasked Estep 
Score: -8230779.000000 Penalty: 5467.260742
	Iteration 71Q: 3 clusters Score -8230779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 58986 members 
Entering Unmasked Estep 
Score: -8230779.500000 Penalty: 5467.260742
	Iteration 72Q: 3 clusters Score -8230780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 58998 members 
Entering Unmasked Estep 
Score: -8230787.500000 Penalty: 5467.260742
	Iteration 73Q: 3 clusters Score -8230788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -8230776.500000 Penalty: 5467.260742
	Iteration 74Q: 3 clusters Score -8230776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 59025 members 
Entering Unmasked Estep 
Score: -8230770.500000 Penalty: 5467.260742
	Iteration 75Q: 3 clusters Score -8230770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -8230785.000000 Penalty: 5467.260742
	Iteration 76Q: 3 clusters Score -8230785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 59051 members 
Entering Unmasked Estep 
Score: -8230793.500000 Penalty: 5467.260742
	Iteration 77Q: 3 clusters Score -8230794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 59063 members 
Entering Unmasked Estep 
Score: -8230804.000000 Penalty: 5467.260742
	Iteration 78Q: 3 clusters Score -8230804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 59072 members 
Entering Unmasked Estep 
Score: -8230809.500000 Penalty: 5467.260742
	Iteration 79Q: 3 clusters Score -8230810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 59083 members 
Entering Unmasked Estep 
Score: -8230810.500000 Penalty: 5467.260742
	Iteration 80F: 3 clusters Score -8230810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 59089 members 
Entering Unmasked Estep 
Score: -8230818.000000 Penalty: 5467.260742
	Iteration 81Q: 3 clusters Score -8230818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 59096 members 
Entering Unmasked Estep 
Score: -8230814.500000 Penalty: 5467.260742
	Iteration 82Q: 3 clusters Score -8230814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -8230819.500000 Penalty: 5467.260742
	Iteration 83Q: 3 clusters Score -8230820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 59122 members 
Entering Unmasked Estep 
Score: -8230811.000000 Penalty: 5467.260742
	Iteration 84Q: 3 clusters Score -8230811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 59132 members 
Entering Unmasked Estep 
Score: -8230813.000000 Penalty: 5467.260742
	Iteration 85Q: 3 clusters Score -8230813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 59136 members 
Entering Unmasked Estep 
Score: -8230810.000000 Penalty: 5467.260742
	Iteration 86Q: 3 clusters Score -8230810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 59141 members 
Entering Unmasked Estep 
Score: -8230817.000000 Penalty: 5467.260742
	Iteration 87Q: 3 clusters Score -8230817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 59141 members 
Entering Unmasked Estep 
Score: -8230817.000000 Penalty: 5467.260742
	Iteration 88F: 3 clusters Score -8230817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Entering Unmasked Estep 
Score: -354689.593750 Penalty: 1960.640991
	Iteration 0F: 2 clusters Score -354689.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -351594.718750 Penalty: 3921.281982
	Iteration 0F: 3 clusters Score -351594.7 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -352284.656250 Penalty: 3921.281982
	Iteration 1F: 3 clusters Score -352284.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -352795.968750 Penalty: 3921.281982
	Iteration 2F: 3 clusters Score -352796 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -355349.937500 Penalty: 3921.281982
	Iteration 3F: 3 clusters Score -355349.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -357284.375000 Penalty: 3921.281982
	Iteration 4F: 3 clusters Score -357284.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -358037.562500 Penalty: 3921.281982
	Iteration 5F: 3 clusters Score -358037.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -358277.593750 Penalty: 3921.281982
	Iteration 6Q: 3 clusters Score -358277.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -358341.437500 Penalty: 3921.281982
	Iteration 7Q: 3 clusters Score -358341.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -358366.812500 Penalty: 3921.281982
	Iteration 8Q: 3 clusters Score -358366.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -358386.437500 Penalty: 3921.281982
	Iteration 9Q: 3 clusters Score -358386.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -358409.250000 Penalty: 3921.281982
	Iteration 10Q: 3 clusters Score -358409.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -358425.187500 Penalty: 3921.281982
	Iteration 11Q: 3 clusters Score -358425.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -358430.625000 Penalty: 3921.281982
	Iteration 12Q: 3 clusters Score -358430.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -358438.093750 Penalty: 3921.281982
	Iteration 13Q: 3 clusters Score -358438.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -358438.093750 Penalty: 3921.281982
	Iteration 14F: 3 clusters Score -358438.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 62834 members 
Mstep: Class 3 contains 4262 members 
Mstep: Class 4 contains 154792 members 
Mstep: Class 5 contains 23968 members 
Mstep: Class 6 contains 251 members 
Mstep: Class 7 contains 225154 members 
Mstep: Class 8 contains 61249 members 
Mstep: Class 9 contains 2496 members 
Mstep: Class 10 contains 707 members 
Mstep: Class 11 contains 52625 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 2776 members 
Mstep: Class 14 contains 938 members 
Mstep: Class 15 contains 149764 members 
Mstep: Class 16 contains 9386 members 
Mstep: Class 17 contains 84818 members 
Mstep: Class 18 contains 217 members 
Mstep: Class 20 contains 120558 members 
Mstep: Class 21 contains 66350 members 
Mstep: Class 22 contains 156345 members 
Mstep: Class 23 contains 160409 members 
Entering Unmasked Estep 
Score: -180418512.000000 Penalty: 77136.718750
Splitting cluster 9 changes total score from -180418864.000000 to -180418512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (52625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52625 members 
Entering Unmasked Estep 
Score: -7006653.500000 Penalty: 2695.994873
	Iteration 0F: 2 clusters Score -7006654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -6971275.000000 Penalty: 5391.989746
	Iteration 0F: 3 clusters Score -6971275 nChanged 24315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -6984351.500000 Penalty: 5391.989746
	Iteration 1F: 3 clusters Score -6984352 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -6984971.000000 Penalty: 5391.989746
	Iteration 2Q: 3 clusters Score -6984971 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -6985608.000000 Penalty: 5391.989746
	Iteration 3Q: 3 clusters Score -6985608 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -6986414.000000 Penalty: 5391.989746
	Iteration 4Q: 3 clusters Score -6986414 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -6987597.000000 Penalty: 5391.989746
	Iteration 5Q: 3 clusters Score -6987597 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -6988924.000000 Penalty: 5391.989746
	Iteration 6Q: 3 clusters Score -6988924 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -6990662.000000 Penalty: 5391.989746
	Iteration 7F: 3 clusters Score -6990662 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -6992856.500000 Penalty: 5391.989746
	Iteration 8F: 3 clusters Score -6992856 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -6995416.000000 Penalty: 5391.989746
	Iteration 9F: 3 clusters Score -6995416 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -6997860.000000 Penalty: 5391.989746
	Iteration 10F: 3 clusters Score -6997860 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -6999357.500000 Penalty: 5391.989746
	Iteration 11Q: 3 clusters Score -6999358 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -7000025.000000 Penalty: 5391.989746
	Iteration 12Q: 3 clusters Score -7000025 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -7000432.500000 Penalty: 5391.989746
	Iteration 13Q: 3 clusters Score -7000432 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -7000802.000000 Penalty: 5391.989746
	Iteration 14Q: 3 clusters Score -7000802 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -7001096.000000 Penalty: 5391.989746
	Iteration 15Q: 3 clusters Score -7001096 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -7001349.000000 Penalty: 5391.989746
	Iteration 16Q: 3 clusters Score -7001349 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -7001531.000000 Penalty: 5391.989746
	Iteration 17Q: 3 clusters Score -7001531 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -7001745.500000 Penalty: 5391.989746
	Iteration 18Q: 3 clusters Score -7001746 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -7001862.000000 Penalty: 5391.989746
	Iteration 19Q: 3 clusters Score -7001862 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -7002046.500000 Penalty: 5391.989746
	Iteration 20F: 3 clusters Score -7002046 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -7002223.000000 Penalty: 5391.989746
	Iteration 21Q: 3 clusters Score -7002223 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -7002302.500000 Penalty: 5391.989746
	Iteration 22Q: 3 clusters Score -7002302 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -7002446.500000 Penalty: 5391.989746
	Iteration 23Q: 3 clusters Score -7002446 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -7002577.000000 Penalty: 5391.989746
	Iteration 24Q: 3 clusters Score -7002577 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -7002697.000000 Penalty: 5391.989746
	Iteration 25Q: 3 clusters Score -7002697 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -7002813.000000 Penalty: 5391.989746
	Iteration 26Q: 3 clusters Score -7002813 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -7002895.000000 Penalty: 5391.989746
	Iteration 27Q: 3 clusters Score -7002895 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -7002996.000000 Penalty: 5391.989746
	Iteration 28Q: 3 clusters Score -7002996 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -7003114.500000 Penalty: 5391.989746
	Iteration 29Q: 3 clusters Score -7003114 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -7003188.000000 Penalty: 5391.989746
	Iteration 30Q: 3 clusters Score -7003188 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -7003259.500000 Penalty: 5391.989746
	Iteration 31Q: 3 clusters Score -7003260 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -7003347.000000 Penalty: 5391.989746
	Iteration 32Q: 3 clusters Score -7003347 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -7003447.000000 Penalty: 5391.989746
	Iteration 33Q: 3 clusters Score -7003447 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -7003550.500000 Penalty: 5391.989746
	Iteration 34Q: 3 clusters Score -7003550 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -7003671.000000 Penalty: 5391.989746
	Iteration 35Q: 3 clusters Score -7003671 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -7003754.000000 Penalty: 5391.989746
	Iteration 36Q: 3 clusters Score -7003754 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -7003858.000000 Penalty: 5391.989746
	Iteration 37Q: 3 clusters Score -7003858 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -7003922.500000 Penalty: 5391.989746
	Iteration 38Q: 3 clusters Score -7003922 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -7004000.500000 Penalty: 5391.989746
	Iteration 39Q: 3 clusters Score -7004000 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -7004108.000000 Penalty: 5391.989746
	Iteration 40F: 3 clusters Score -7004108 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -7004204.500000 Penalty: 5391.989746
	Iteration 41Q: 3 clusters Score -7004204 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -7004288.500000 Penalty: 5391.989746
	Iteration 42Q: 3 clusters Score -7004288 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -7004356.000000 Penalty: 5391.989746
	Iteration 43Q: 3 clusters Score -7004356 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -7004406.000000 Penalty: 5391.989746
	Iteration 44Q: 3 clusters Score -7004406 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -7004460.000000 Penalty: 5391.989746
	Iteration 45Q: 3 clusters Score -7004460 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -7004527.500000 Penalty: 5391.989746
	Iteration 46Q: 3 clusters Score -7004528 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -7004569.000000 Penalty: 5391.989746
	Iteration 47Q: 3 clusters Score -7004569 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -7004595.000000 Penalty: 5391.989746
	Iteration 48Q: 3 clusters Score -7004595 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -7004634.000000 Penalty: 5391.989746
	Iteration 49Q: 3 clusters Score -7004634 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -7004682.500000 Penalty: 5391.989746
	Iteration 50Q: 3 clusters Score -7004682 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -7004717.500000 Penalty: 5391.989746
	Iteration 51Q: 3 clusters Score -7004718 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -7004751.500000 Penalty: 5391.989746
	Iteration 52Q: 3 clusters Score -7004752 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -7004786.000000 Penalty: 5391.989746
	Iteration 53Q: 3 clusters Score -7004786 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -7004813.500000 Penalty: 5391.989746
	Iteration 54Q: 3 clusters Score -7004814 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -7004847.500000 Penalty: 5391.989746
	Iteration 55Q: 3 clusters Score -7004848 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -7004869.000000 Penalty: 5391.989746
	Iteration 56Q: 3 clusters Score -7004869 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -7004886.000000 Penalty: 5391.989746
	Iteration 57Q: 3 clusters Score -7004886 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -7004900.000000 Penalty: 5391.989746
	Iteration 58Q: 3 clusters Score -7004900 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -7004907.000000 Penalty: 5391.989746
	Iteration 59Q: 3 clusters Score -7004907 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -7004916.500000 Penalty: 5391.989746
	Iteration 60F: 3 clusters Score -7004916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -7004938.500000 Penalty: 5391.989746
	Iteration 61Q: 3 clusters Score -7004938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -7004956.500000 Penalty: 5391.989746
	Iteration 62Q: 3 clusters Score -7004956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50481 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -7004960.500000 Penalty: 5391.989746
	Iteration 63Q: 3 clusters Score -7004960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -7004958.500000 Penalty: 5391.989746
	Iteration 64Q: 3 clusters Score -7004958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -7004960.000000 Penalty: 5391.989746
	Iteration 65Q: 3 clusters Score -7004960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -7004961.500000 Penalty: 5391.989746
	Iteration 66Q: 3 clusters Score -7004962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50564 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -7004974.000000 Penalty: 5391.989746
	Iteration 67Q: 3 clusters Score -7004974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -7004970.500000 Penalty: 5391.989746
	Iteration 68Q: 3 clusters Score -7004970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50587 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -7004976.000000 Penalty: 5391.989746
	Iteration 69Q: 3 clusters Score -7004976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -7004978.000000 Penalty: 5391.989746
	Iteration 70Q: 3 clusters Score -7004978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -7004978.000000 Penalty: 5391.989746
	Iteration 71Q: 3 clusters Score -7004978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50632 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -7004976.500000 Penalty: 5391.989746
	Iteration 72Q: 3 clusters Score -7004976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50638 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -7004973.000000 Penalty: 5391.989746
	Iteration 73Q: 3 clusters Score -7004973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -7004971.000000 Penalty: 5391.989746
	Iteration 74Q: 3 clusters Score -7004971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -7004971.500000 Penalty: 5391.989746
	Iteration 75Q: 3 clusters Score -7004972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -7004976.000000 Penalty: 5391.989746
	Iteration 76Q: 3 clusters Score -7004976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -7004976.500000 Penalty: 5391.989746
	Iteration 77Q: 3 clusters Score -7004976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -7004974.000000 Penalty: 5391.989746
	Iteration 78Q: 3 clusters Score -7004974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50651 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -7004970.000000 Penalty: 5391.989746
	Iteration 79Q: 3 clusters Score -7004970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -7004973.000000 Penalty: 5391.989746
	Iteration 80F: 3 clusters Score -7004973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -7004972.500000 Penalty: 5391.989746
	Iteration 81Q: 3 clusters Score -7004972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -7004977.500000 Penalty: 5391.989746
	Iteration 82Q: 3 clusters Score -7004978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -7004976.000000 Penalty: 5391.989746
	Iteration 83Q: 3 clusters Score -7004976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7004978.500000 Penalty: 5391.989746
	Iteration 84Q: 3 clusters Score -7004978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7004978.500000 Penalty: 5391.989746
	Iteration 85F: 3 clusters Score -7004978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Entering Unmasked Estep 
Score: -199886.390625 Penalty: 1845.302002
	Iteration 0F: 2 clusters Score -199886.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -197537.812500 Penalty: 3690.604004
	Iteration 0F: 3 clusters Score -197537.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -198829.015625 Penalty: 3690.604004
	Iteration 1F: 3 clusters Score -198829 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -199941.781250 Penalty: 3690.604004
	Iteration 2F: 3 clusters Score -199941.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -200497.671875 Penalty: 3690.604004
	Iteration 3F: 3 clusters Score -200497.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -200755.375000 Penalty: 3690.604004
	Iteration 4F: 3 clusters Score -200755.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -200953.593750 Penalty: 3690.604004
	Iteration 5Q: 3 clusters Score -200953.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -201194.781250 Penalty: 3690.604004
	Iteration 6Q: 3 clusters Score -201194.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -201459.937500 Penalty: 3690.604004
	Iteration 7Q: 3 clusters Score -201459.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -201812.359375 Penalty: 3690.604004
	Iteration 8Q: 3 clusters Score -201812.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -202613.703125 Penalty: 3690.604004
	Iteration 9Q: 3 clusters Score -202613.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -203992.484375 Penalty: 3690.604004
	Iteration 10Q: 3 clusters Score -203992.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -204047.359375 Penalty: 3690.604004
	Iteration 11Q: 3 clusters Score -204047.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -204164.031250 Penalty: 3690.604004
	Iteration 12Q: 3 clusters Score -204164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -204267.406250 Penalty: 3690.604004
	Iteration 13Q: 3 clusters Score -204267.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -204380.796875 Penalty: 3690.604004
	Iteration 14Q: 3 clusters Score -204380.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -204511.500000 Penalty: 3690.604004
	Iteration 15Q: 3 clusters Score -204511.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -204735.000000 Penalty: 3690.604004
	Iteration 16Q: 3 clusters Score -204735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -204871.843750 Penalty: 3690.604004
	Iteration 17Q: 3 clusters Score -204871.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -204879.937500 Penalty: 3690.604004
	Iteration 18Q: 3 clusters Score -204879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -204881.953125 Penalty: 3690.604004
	Iteration 19Q: 3 clusters Score -204882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -204882.609375 Penalty: 3690.604004
	Iteration 20F: 3 clusters Score -204882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -204883.765625 Penalty: 3690.604004
	Iteration 21Q: 3 clusters Score -204883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -204883.765625 Penalty: 3690.604004
	Iteration 22F: 3 clusters Score -204883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 62834 members 
Mstep: Class 3 contains 4262 members 
Mstep: Class 4 contains 154792 members 
Mstep: Class 5 contains 23968 members 
Mstep: Class 6 contains 251 members 
Mstep: Class 7 contains 225154 members 
Mstep: Class 8 contains 61249 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 10 contains 707 members 
Mstep: Class 11 contains 52625 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2776 members 
Mstep: Class 14 contains 938 members 
Mstep: Class 15 contains 149764 members 
Mstep: Class 16 contains 9386 members 
Mstep: Class 17 contains 84818 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 120558 members 
Mstep: Class 21 contains 66350 members 
Mstep: Class 22 contains 156345 members 
Mstep: Class 23 contains 160409 members 
Entering Unmasked Estep 
Score: -180422112.000000 Penalty: 77136.718750
Splitting cluster 12 changes total score from -180418864.000000 to -180422112.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 13 (2776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Entering Unmasked Estep 
Score: -366278.437500 Penalty: 1966.333984
	Iteration 0F: 2 clusters Score -366278.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -363156.281250 Penalty: 3932.667969
	Iteration 0F: 3 clusters Score -363156.3 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -363804.687500 Penalty: 3932.667969
	Iteration 1F: 3 clusters Score -363804.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -363978.593750 Penalty: 3932.667969
	Iteration 2F: 3 clusters Score -363978.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -364076.531250 Penalty: 3932.667969
	Iteration 3Q: 3 clusters Score -364076.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -364139.125000 Penalty: 3932.667969
	Iteration 4Q: 3 clusters Score -364139.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -364175.875000 Penalty: 3932.667969
	Iteration 5Q: 3 clusters Score -364175.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -364222.312500 Penalty: 3932.667969
	Iteration 6Q: 3 clusters Score -364222.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -364267.750000 Penalty: 3932.667969
	Iteration 7Q: 3 clusters Score -364267.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -364297.906250 Penalty: 3932.667969
	Iteration 8Q: 3 clusters Score -364297.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -364314.625000 Penalty: 3932.667969
	Iteration 9Q: 3 clusters Score -364314.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -364330.156250 Penalty: 3932.667969
	Iteration 10Q: 3 clusters Score -364330.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -364357.718750 Penalty: 3932.667969
	Iteration 11Q: 3 clusters Score -364357.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -364397.906250 Penalty: 3932.667969
	Iteration 12Q: 3 clusters Score -364397.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -364456.875000 Penalty: 3932.667969
	Iteration 13Q: 3 clusters Score -364456.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -364589.093750 Penalty: 3932.667969
	Iteration 14Q: 3 clusters Score -364589.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -364749.781250 Penalty: 3932.667969
	Iteration 15Q: 3 clusters Score -364749.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -364881.687500 Penalty: 3932.667969
	Iteration 16Q: 3 clusters Score -364881.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -364975.656250 Penalty: 3932.667969
	Iteration 17Q: 3 clusters Score -364975.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -365083.843750 Penalty: 3932.667969
	Iteration 18Q: 3 clusters Score -365083.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -365189.656250 Penalty: 3932.667969
	Iteration 19Q: 3 clusters Score -365189.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -365291.562500 Penalty: 3932.667969
	Iteration 20F: 3 clusters Score -365291.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -365394.468750 Penalty: 3932.667969
	Iteration 21Q: 3 clusters Score -365394.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -365477.125000 Penalty: 3932.667969
	Iteration 22Q: 3 clusters Score -365477.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -365526.406250 Penalty: 3932.667969
	Iteration 23Q: 3 clusters Score -365526.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -365580.593750 Penalty: 3932.667969
	Iteration 24Q: 3 clusters Score -365580.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -365627.500000 Penalty: 3932.667969
	Iteration 25Q: 3 clusters Score -365627.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -365654.312500 Penalty: 3932.667969
	Iteration 26Q: 3 clusters Score -365654.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -365671.375000 Penalty: 3932.667969
	Iteration 27Q: 3 clusters Score -365671.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -365693.593750 Penalty: 3932.667969
	Iteration 28Q: 3 clusters Score -365693.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -365706.000000 Penalty: 3932.667969
	Iteration 29Q: 3 clusters Score -365706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -365713.562500 Penalty: 3932.667969
	Iteration 30Q: 3 clusters Score -365713.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -365716.906250 Penalty: 3932.667969
	Iteration 31Q: 3 clusters Score -365716.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -365717.406250 Penalty: 3932.667969
	Iteration 32Q: 3 clusters Score -365717.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -365717.406250 Penalty: 3932.667969
	Iteration 33F: 3 clusters Score -365717.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -114581.390625 Penalty: 1697.250000
	Iteration 0F: 2 clusters Score -114581.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -112725.492188 Penalty: 3394.500000
	Iteration 0F: 3 clusters Score -112725.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -113121.609375 Penalty: 3394.500000
	Iteration 1F: 3 clusters Score -113121.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -113338.593750 Penalty: 3394.500000
	Iteration 2F: 3 clusters Score -113338.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -113475.312500 Penalty: 3394.500000
	Iteration 3F: 3 clusters Score -113475.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -113583.273438 Penalty: 3394.500000
	Iteration 4Q: 3 clusters Score -113583.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -113653.898438 Penalty: 3394.500000
	Iteration 5Q: 3 clusters Score -113653.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -113736.164062 Penalty: 3394.500000
	Iteration 6Q: 3 clusters Score -113736.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -113832.843750 Penalty: 3394.500000
	Iteration 7Q: 3 clusters Score -113832.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -113909.015625 Penalty: 3394.500000
	Iteration 8Q: 3 clusters Score -113909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -113924.507812 Penalty: 3394.500000
	Iteration 9Q: 3 clusters Score -113924.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -113933.023438 Penalty: 3394.500000
	Iteration 10Q: 3 clusters Score -113933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -113942.984375 Penalty: 3394.500000
	Iteration 11Q: 3 clusters Score -113943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -113955.359375 Penalty: 3394.500000
	Iteration 12Q: 3 clusters Score -113955.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -113959.734375 Penalty: 3394.500000
	Iteration 13Q: 3 clusters Score -113959.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -113963.554688 Penalty: 3394.500000
	Iteration 14Q: 3 clusters Score -113963.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -113976.843750 Penalty: 3394.500000
	Iteration 15Q: 3 clusters Score -113976.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -113992.257812 Penalty: 3394.500000
	Iteration 16Q: 3 clusters Score -113992.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -114015.632812 Penalty: 3394.500000
	Iteration 17Q: 3 clusters Score -114015.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -114052.789062 Penalty: 3394.500000
	Iteration 18Q: 3 clusters Score -114052.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -114172.757812 Penalty: 3394.500000
	Iteration 19Q: 3 clusters Score -114172.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -114284.078125 Penalty: 3394.500000
	Iteration 20F: 3 clusters Score -114284.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -114332.585938 Penalty: 3394.500000
	Iteration 21Q: 3 clusters Score -114332.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -114355.500000 Penalty: 3394.500000
	Iteration 22Q: 3 clusters Score -114355.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -114366.234375 Penalty: 3394.500000
	Iteration 23Q: 3 clusters Score -114366.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -114374.546875 Penalty: 3394.500000
	Iteration 24Q: 3 clusters Score -114374.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -114378.734375 Penalty: 3394.500000
	Iteration 25Q: 3 clusters Score -114378.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -114383.421875 Penalty: 3394.500000
	Iteration 26Q: 3 clusters Score -114383.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -114389.226562 Penalty: 3394.500000
	Iteration 27Q: 3 clusters Score -114389.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -114394.632812 Penalty: 3394.500000
	Iteration 28Q: 3 clusters Score -114394.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -114405.625000 Penalty: 3394.500000
	Iteration 29Q: 3 clusters Score -114405.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -114410.640625 Penalty: 3394.500000
	Iteration 30Q: 3 clusters Score -114410.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -114414.414062 Penalty: 3394.500000
	Iteration 31Q: 3 clusters Score -114414.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -114418.945312 Penalty: 3394.500000
	Iteration 32Q: 3 clusters Score -114418.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -114425.570312 Penalty: 3394.500000
	Iteration 33Q: 3 clusters Score -114425.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -114430.812500 Penalty: 3394.500000
	Iteration 34Q: 3 clusters Score -114430.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -114430.812500 Penalty: 3394.500000
	Iteration 35F: 3 clusters Score -114430.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (149764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149764 members 
Entering Unmasked Estep 
Score: -19826562.000000 Penalty: 2955.370361
	Iteration 0F: 2 clusters Score -1.982656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75086 members 
Mstep: Class 2 contains 74678 members 
Entering Unmasked Estep 
Score: -19726880.000000 Penalty: 5910.740723
	Iteration 0F: 3 clusters Score -1.972688e+07 nChanged 71470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78394 members 
Mstep: Class 2 contains 71370 members 
Entering Unmasked Estep 
Score: -19768292.000000 Penalty: 5910.740723
	Iteration 1F: 3 clusters Score -1.976829e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80462 members 
Mstep: Class 2 contains 69302 members 
Entering Unmasked Estep 
Score: -19769192.000000 Penalty: 5910.740723
	Iteration 2Q: 3 clusters Score -1.976919e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83776 members 
Mstep: Class 2 contains 65988 members 
Entering Unmasked Estep 
Score: -19770518.000000 Penalty: 5910.740723
	Iteration 3Q: 3 clusters Score -1.977052e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88860 members 
Mstep: Class 2 contains 60904 members 
Entering Unmasked Estep 
Score: -19772716.000000 Penalty: 5910.740723
	Iteration 4Q: 3 clusters Score -1.977272e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96295 members 
Mstep: Class 2 contains 53469 members 
Entering Unmasked Estep 
Score: -19776612.000000 Penalty: 5910.740723
	Iteration 5F: 3 clusters Score -1.977661e+07 nChanged 10487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106640 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -19783780.000000 Penalty: 5910.740723
	Iteration 6F: 3 clusters Score -1.978378e+07 nChanged 13084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119644 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -19794510.000000 Penalty: 5910.740723
	Iteration 7F: 3 clusters Score -1.979451e+07 nChanged 13069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132701 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -19807016.000000 Penalty: 5910.740723
	Iteration 8F: 3 clusters Score -1.980702e+07 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142426 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -19816796.000000 Penalty: 5910.740723
	Iteration 9F: 3 clusters Score -1.98168e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147264 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -19821652.000000 Penalty: 5910.740723
	Iteration 10Q: 3 clusters Score -1.982165e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148964 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -19823272.000000 Penalty: 5910.740723
	Iteration 11Q: 3 clusters Score -1.982327e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149421 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -19823756.000000 Penalty: 5910.740723
	Iteration 12Q: 3 clusters Score -1.982376e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149513 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -19823844.000000 Penalty: 5910.740723
	Iteration 13Q: 3 clusters Score -1.982384e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149539 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19823898.000000 Penalty: 5910.740723
	Iteration 14Q: 3 clusters Score -1.98239e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149556 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19823914.000000 Penalty: 5910.740723
	Iteration 15Q: 3 clusters Score -1.982391e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149563 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19823934.000000 Penalty: 5910.740723
	Iteration 16Q: 3 clusters Score -1.982393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149564 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -19823934.000000 Penalty: 5910.740723
	Iteration 17Q: 3 clusters Score -1.982393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149569 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19823940.000000 Penalty: 5910.740723
	Iteration 18Q: 3 clusters Score -1.982394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149570 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19823954.000000 Penalty: 5910.740723
	Iteration 19Q: 3 clusters Score -1.982395e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149570 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19823954.000000 Penalty: 5910.740723
	Iteration 20F: 3 clusters Score -1.982395e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Entering Unmasked Estep 
Score: -1246242.500000 Penalty: 2268.449707
	Iteration 0F: 2 clusters Score -1246242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1238912.500000 Penalty: 4536.899414
	Iteration 0F: 3 clusters Score -1238912 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1240945.875000 Penalty: 4536.899414
	Iteration 1F: 3 clusters Score -1240946 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1241213.750000 Penalty: 4536.899414
	Iteration 2F: 3 clusters Score -1241214 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1241438.375000 Penalty: 4536.899414
	Iteration 3F: 3 clusters Score -1241438 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1241675.625000 Penalty: 4536.899414
	Iteration 4Q: 3 clusters Score -1241676 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1242001.625000 Penalty: 4536.899414
	Iteration 5Q: 3 clusters Score -1242002 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1242359.250000 Penalty: 4536.899414
	Iteration 6Q: 3 clusters Score -1242359 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1242764.000000 Penalty: 4536.899414
	Iteration 7F: 3 clusters Score -1242764 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1243160.000000 Penalty: 4536.899414
	Iteration 8F: 3 clusters Score -1243160 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1243598.875000 Penalty: 4536.899414
	Iteration 9F: 3 clusters Score -1243599 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1244026.375000 Penalty: 4536.899414
	Iteration 10F: 3 clusters Score -1244026 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1244418.125000 Penalty: 4536.899414
	Iteration 11F: 3 clusters Score -1244418 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1244733.000000 Penalty: 4536.899414
	Iteration 12Q: 3 clusters Score -1244733 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1244917.125000 Penalty: 4536.899414
	Iteration 13Q: 3 clusters Score -1244917 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1244998.125000 Penalty: 4536.899414
	Iteration 14Q: 3 clusters Score -1244998 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1245035.875000 Penalty: 4536.899414
	Iteration 15Q: 3 clusters Score -1245036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1245054.750000 Penalty: 4536.899414
	Iteration 16Q: 3 clusters Score -1245055 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1245072.375000 Penalty: 4536.899414
	Iteration 17Q: 3 clusters Score -1245072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1245076.750000 Penalty: 4536.899414
	Iteration 18Q: 3 clusters Score -1245077 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1245087.375000 Penalty: 4536.899414
	Iteration 19Q: 3 clusters Score -1245087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1245090.000000 Penalty: 4536.899414
	Iteration 20F: 3 clusters Score -1245090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1245095.500000 Penalty: 4536.899414
	Iteration 21Q: 3 clusters Score -1245096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1245098.500000 Penalty: 4536.899414
	Iteration 22Q: 3 clusters Score -1245098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1245104.500000 Penalty: 4536.899414
	Iteration 23Q: 3 clusters Score -1245104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1245107.625000 Penalty: 4536.899414
	Iteration 24Q: 3 clusters Score -1245108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1245110.000000 Penalty: 4536.899414
	Iteration 25Q: 3 clusters Score -1245110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1245108.125000 Penalty: 4536.899414
	Iteration 26Q: 3 clusters Score -1245108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1245110.625000 Penalty: 4536.899414
	Iteration 27Q: 3 clusters Score -1245111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1245111.125000 Penalty: 4536.899414
	Iteration 28Q: 3 clusters Score -1245111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1245113.375000 Penalty: 4536.899414
	Iteration 29Q: 3 clusters Score -1245113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1245114.750000 Penalty: 4536.899414
	Iteration 30Q: 3 clusters Score -1245115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1245116.375000 Penalty: 4536.899414
	Iteration 31Q: 3 clusters Score -1245116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1245118.500000 Penalty: 4536.899414
	Iteration 32Q: 3 clusters Score -1245118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1245119.750000 Penalty: 4536.899414
	Iteration 33Q: 3 clusters Score -1245120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1245120.125000 Penalty: 4536.899414
	Iteration 34Q: 3 clusters Score -1245120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1245120.625000 Penalty: 4536.899414
	Iteration 35Q: 3 clusters Score -1245121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1245121.125000 Penalty: 4536.899414
	Iteration 36Q: 3 clusters Score -1245121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1245125.000000 Penalty: 4536.899414
	Iteration 37Q: 3 clusters Score -1245125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1245123.875000 Penalty: 4536.899414
	Iteration 38Q: 3 clusters Score -1245124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1245123.875000 Penalty: 4536.899414
	Iteration 39Q: 3 clusters Score -1245124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1245124.375000 Penalty: 4536.899414
	Iteration 40F: 3 clusters Score -1245124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1245124.500000 Penalty: 4536.899414
	Iteration 41Q: 3 clusters Score -1245124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1245125.875000 Penalty: 4536.899414
	Iteration 42Q: 3 clusters Score -1245126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1245126.375000 Penalty: 4536.899414
	Iteration 43Q: 3 clusters Score -1245126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1245125.875000 Penalty: 4536.899414
	Iteration 44Q: 3 clusters Score -1245126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1245124.375000 Penalty: 4536.899414
	Iteration 45Q: 3 clusters Score -1245124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1245127.500000 Penalty: 4536.899414
	Iteration 46Q: 3 clusters Score -1245128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1245127.500000 Penalty: 4536.899414
	Iteration 47F: 3 clusters Score -1245128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (84818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84818 members 
Entering Unmasked Estep 
Score: -11307370.000000 Penalty: 2814.369141
	Iteration 0F: 2 clusters Score -1.130737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -11250506.000000 Penalty: 5628.738281
	Iteration 0F: 3 clusters Score -1.125051e+07 nChanged 40093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -11272903.000000 Penalty: 5628.738281
	Iteration 1F: 3 clusters Score -1.12729e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -11273565.000000 Penalty: 5628.738281
	Iteration 2Q: 3 clusters Score -1.127356e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -11274527.000000 Penalty: 5628.738281
	Iteration 3Q: 3 clusters Score -1.127453e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -11275752.000000 Penalty: 5628.738281
	Iteration 4Q: 3 clusters Score -1.127575e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -11277840.000000 Penalty: 5628.738281
	Iteration 5Q: 3 clusters Score -1.127784e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56159 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -11281385.000000 Penalty: 5628.738281
	Iteration 6F: 3 clusters Score -1.128138e+07 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62116 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -11286744.000000 Penalty: 5628.738281
	Iteration 7F: 3 clusters Score -1.128674e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68423 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -11293134.000000 Penalty: 5628.738281
	Iteration 8F: 3 clusters Score -1.129313e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73616 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -11298580.000000 Penalty: 5628.738281
	Iteration 9F: 3 clusters Score -1.129858e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76837 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -11302264.000000 Penalty: 5628.738281
	Iteration 10Q: 3 clusters Score -1.130226e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78358 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -11304204.000000 Penalty: 5628.738281
	Iteration 11Q: 3 clusters Score -1.13042e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79066 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -11304971.000000 Penalty: 5628.738281
	Iteration 12Q: 3 clusters Score -1.130497e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79492 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -11305256.000000 Penalty: 5628.738281
	Iteration 13Q: 3 clusters Score -1.130526e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79792 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -11305438.000000 Penalty: 5628.738281
	Iteration 14Q: 3 clusters Score -1.130544e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80030 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -11305478.000000 Penalty: 5628.738281
	Iteration 15Q: 3 clusters Score -1.130548e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80214 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -11305533.000000 Penalty: 5628.738281
	Iteration 16Q: 3 clusters Score -1.130553e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80394 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -11305566.000000 Penalty: 5628.738281
	Iteration 17Q: 3 clusters Score -1.130557e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80552 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -11305657.000000 Penalty: 5628.738281
	Iteration 18Q: 3 clusters Score -1.130566e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80703 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -11305683.000000 Penalty: 5628.738281
	Iteration 19Q: 3 clusters Score -1.130568e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80820 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -11305707.000000 Penalty: 5628.738281
	Iteration 20F: 3 clusters Score -1.130571e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80923 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -11305716.000000 Penalty: 5628.738281
	Iteration 21Q: 3 clusters Score -1.130572e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80992 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -11305714.000000 Penalty: 5628.738281
	Iteration 22Q: 3 clusters Score -1.130571e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81050 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -11305720.000000 Penalty: 5628.738281
	Iteration 23Q: 3 clusters Score -1.130572e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81093 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -11305724.000000 Penalty: 5628.738281
	Iteration 24Q: 3 clusters Score -1.130572e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81136 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -11305715.000000 Penalty: 5628.738281
	Iteration 25Q: 3 clusters Score -1.130572e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81174 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -11305718.000000 Penalty: 5628.738281
	Iteration 26Q: 3 clusters Score -1.130572e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81211 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -11305723.000000 Penalty: 5628.738281
	Iteration 27Q: 3 clusters Score -1.130572e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81248 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -11305737.000000 Penalty: 5628.738281
	Iteration 28Q: 3 clusters Score -1.130574e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81280 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -11305749.000000 Penalty: 5628.738281
	Iteration 29Q: 3 clusters Score -1.130575e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81313 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -11305748.000000 Penalty: 5628.738281
	Iteration 30Q: 3 clusters Score -1.130575e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81358 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -11305761.000000 Penalty: 5628.738281
	Iteration 31Q: 3 clusters Score -1.130576e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81398 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -11305754.000000 Penalty: 5628.738281
	Iteration 32Q: 3 clusters Score -1.130575e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81437 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -11305756.000000 Penalty: 5628.738281
	Iteration 33Q: 3 clusters Score -1.130576e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81469 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -11305769.000000 Penalty: 5628.738281
	Iteration 34Q: 3 clusters Score -1.130577e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81490 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -11305770.000000 Penalty: 5628.738281
	Iteration 35Q: 3 clusters Score -1.130577e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81510 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -11305778.000000 Penalty: 5628.738281
	Iteration 36Q: 3 clusters Score -1.130578e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81528 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -11305785.000000 Penalty: 5628.738281
	Iteration 37Q: 3 clusters Score -1.130578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81537 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -11305790.000000 Penalty: 5628.738281
	Iteration 38Q: 3 clusters Score -1.130579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -11305783.000000 Penalty: 5628.738281
	Iteration 39Q: 3 clusters Score -1.130578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81548 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -11305782.000000 Penalty: 5628.738281
	Iteration 40F: 3 clusters Score -1.130578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81549 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -11305784.000000 Penalty: 5628.738281
	Iteration 41Q: 3 clusters Score -1.130578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81549 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -11305784.000000 Penalty: 5628.738281
	Iteration 42F: 3 clusters Score -1.130578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (120558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120558 members 
Entering Unmasked Estep 
Score: -16198053.000000 Penalty: 2901.571777
	Iteration 0F: 2 clusters Score -1.619805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60385 members 
Mstep: Class 2 contains 60173 members 
Entering Unmasked Estep 
Score: -16118294.000000 Penalty: 5803.143555
	Iteration 0F: 3 clusters Score -1.611829e+07 nChanged 57164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60211 members 
Mstep: Class 2 contains 60347 members 
Entering Unmasked Estep 
Score: -16151516.000000 Penalty: 5803.143555
	Iteration 1F: 3 clusters Score -1.615152e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 60658 members 
Entering Unmasked Estep 
Score: -16152863.000000 Penalty: 5803.143555
	Iteration 2Q: 3 clusters Score -1.615286e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59242 members 
Mstep: Class 2 contains 61316 members 
Entering Unmasked Estep 
Score: -16154823.000000 Penalty: 5803.143555
	Iteration 3Q: 3 clusters Score -1.615482e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58195 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -16157883.000000 Penalty: 5803.143555
	Iteration 4Q: 3 clusters Score -1.615788e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 64047 members 
Entering Unmasked Estep 
Score: -16161686.000000 Penalty: 5803.143555
	Iteration 5F: 3 clusters Score -1.616169e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54322 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
Score: -16166419.000000 Penalty: 5803.143555
	Iteration 6F: 3 clusters Score -1.616642e+07 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51714 members 
Mstep: Class 2 contains 68844 members 
Entering Unmasked Estep 
Score: -16171548.000000 Penalty: 5803.143555
	Iteration 7F: 3 clusters Score -1.617155e+07 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 71766 members 
Entering Unmasked Estep 
Score: -16176656.000000 Penalty: 5803.143555
	Iteration 8F: 3 clusters Score -1.617666e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 74547 members 
Entering Unmasked Estep 
Score: -16180570.000000 Penalty: 5803.143555
	Iteration 9F: 3 clusters Score -1.618057e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 77024 members 
Entering Unmasked Estep 
Score: -16183002.000000 Penalty: 5803.143555
	Iteration 10Q: 3 clusters Score -1.6183e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 79251 members 
Entering Unmasked Estep 
Score: -16184508.000000 Penalty: 5803.143555
	Iteration 11Q: 3 clusters Score -1.618451e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 81308 members 
Entering Unmasked Estep 
Score: -16185504.000000 Penalty: 5803.143555
	Iteration 12Q: 3 clusters Score -1.61855e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 83277 members 
Entering Unmasked Estep 
Score: -16186434.000000 Penalty: 5803.143555
	Iteration 13Q: 3 clusters Score -1.618643e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 85237 members 
Entering Unmasked Estep 
Score: -16187162.000000 Penalty: 5803.143555
	Iteration 14Q: 3 clusters Score -1.618716e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 87126 members 
Entering Unmasked Estep 
Score: -16187838.000000 Penalty: 5803.143555
	Iteration 15Q: 3 clusters Score -1.618784e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 89024 members 
Entering Unmasked Estep 
Score: -16188517.000000 Penalty: 5803.143555
	Iteration 16Q: 3 clusters Score -1.618852e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 90859 members 
Entering Unmasked Estep 
Score: -16189046.000000 Penalty: 5803.143555
	Iteration 17Q: 3 clusters Score -1.618905e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 92585 members 
Entering Unmasked Estep 
Score: -16189553.000000 Penalty: 5803.143555
	Iteration 18Q: 3 clusters Score -1.618955e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 94186 members 
Entering Unmasked Estep 
Score: -16190066.000000 Penalty: 5803.143555
	Iteration 19Q: 3 clusters Score -1.619007e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 95734 members 
Entering Unmasked Estep 
Score: -16190465.000000 Penalty: 5803.143555
	Iteration 20F: 3 clusters Score -1.619046e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 97254 members 
Entering Unmasked Estep 
Score: -16190848.000000 Penalty: 5803.143555
	Iteration 21Q: 3 clusters Score -1.619085e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 98715 members 
Entering Unmasked Estep 
Score: -16191299.000000 Penalty: 5803.143555
	Iteration 22Q: 3 clusters Score -1.61913e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 100148 members 
Entering Unmasked Estep 
Score: -16191537.000000 Penalty: 5803.143555
	Iteration 23Q: 3 clusters Score -1.619154e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 101614 members 
Entering Unmasked Estep 
Score: -16191875.000000 Penalty: 5803.143555
	Iteration 24Q: 3 clusters Score -1.619188e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 103000 members 
Entering Unmasked Estep 
Score: -16192286.000000 Penalty: 5803.143555
	Iteration 25Q: 3 clusters Score -1.619229e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 104314 members 
Entering Unmasked Estep 
Score: -16192681.000000 Penalty: 5803.143555
	Iteration 26Q: 3 clusters Score -1.619268e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 105564 members 
Entering Unmasked Estep 
Score: -16193017.000000 Penalty: 5803.143555
	Iteration 27Q: 3 clusters Score -1.619302e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 106805 members 
Entering Unmasked Estep 
Score: -16193352.000000 Penalty: 5803.143555
	Iteration 28Q: 3 clusters Score -1.619335e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 107945 members 
Entering Unmasked Estep 
Score: -16193704.000000 Penalty: 5803.143555
	Iteration 29Q: 3 clusters Score -1.61937e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 108995 members 
Entering Unmasked Estep 
Score: -16193925.000000 Penalty: 5803.143555
	Iteration 30Q: 3 clusters Score -1.619392e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 109957 members 
Entering Unmasked Estep 
Score: -16194234.000000 Penalty: 5803.143555
	Iteration 31Q: 3 clusters Score -1.619423e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 110889 members 
Entering Unmasked Estep 
Score: -16194494.000000 Penalty: 5803.143555
	Iteration 32Q: 3 clusters Score -1.619449e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 111720 members 
Entering Unmasked Estep 
Score: -16194739.000000 Penalty: 5803.143555
	Iteration 33Q: 3 clusters Score -1.619474e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 112442 members 
Entering Unmasked Estep 
Score: -16194939.000000 Penalty: 5803.143555
	Iteration 34Q: 3 clusters Score -1.619494e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 113150 members 
Entering Unmasked Estep 
Score: -16195128.000000 Penalty: 5803.143555
	Iteration 35Q: 3 clusters Score -1.619513e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 113762 members 
Entering Unmasked Estep 
Score: -16195264.000000 Penalty: 5803.143555
	Iteration 36Q: 3 clusters Score -1.619526e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 114321 members 
Entering Unmasked Estep 
Score: -16195403.000000 Penalty: 5803.143555
	Iteration 37Q: 3 clusters Score -1.61954e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 114867 members 
Entering Unmasked Estep 
Score: -16195513.000000 Penalty: 5803.143555
	Iteration 38Q: 3 clusters Score -1.619551e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 115337 members 
Entering Unmasked Estep 
Score: -16195650.000000 Penalty: 5803.143555
	Iteration 39Q: 3 clusters Score -1.619565e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 115780 members 
Entering Unmasked Estep 
Score: -16195756.000000 Penalty: 5803.143555
	Iteration 40F: 3 clusters Score -1.619576e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 116178 members 
Entering Unmasked Estep 
Score: -16195864.000000 Penalty: 5803.143555
	Iteration 41Q: 3 clusters Score -1.619586e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 116518 members 
Entering Unmasked Estep 
Score: -16195946.000000 Penalty: 5803.143555
	Iteration 42Q: 3 clusters Score -1.619595e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 116797 members 
Entering Unmasked Estep 
Score: -16196009.000000 Penalty: 5803.143555
	Iteration 43Q: 3 clusters Score -1.619601e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 117041 members 
Entering Unmasked Estep 
Score: -16196065.000000 Penalty: 5803.143555
	Iteration 44Q: 3 clusters Score -1.619606e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 117238 members 
Entering Unmasked Estep 
Score: -16196088.000000 Penalty: 5803.143555
	Iteration 45Q: 3 clusters Score -1.619609e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 117384 members 
Entering Unmasked Estep 
Score: -16196119.000000 Penalty: 5803.143555
	Iteration 46Q: 3 clusters Score -1.619612e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 117538 members 
Entering Unmasked Estep 
Score: -16196152.000000 Penalty: 5803.143555
	Iteration 47Q: 3 clusters Score -1.619615e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 117647 members 
Entering Unmasked Estep 
Score: -16196215.000000 Penalty: 5803.143555
	Iteration 48Q: 3 clusters Score -1.619622e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 117751 members 
Entering Unmasked Estep 
Score: -16196209.000000 Penalty: 5803.143555
	Iteration 49Q: 3 clusters Score -1.619621e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 117839 members 
Entering Unmasked Estep 
Score: -16196203.000000 Penalty: 5803.143555
	Iteration 50Q: 3 clusters Score -1.61962e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 117914 members 
Entering Unmasked Estep 
Score: -16196212.000000 Penalty: 5803.143555
	Iteration 51Q: 3 clusters Score -1.619621e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 117980 members 
Entering Unmasked Estep 
Score: -16196226.000000 Penalty: 5803.143555
	Iteration 52Q: 3 clusters Score -1.619623e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 118037 members 
Entering Unmasked Estep 
Score: -16196248.000000 Penalty: 5803.143555
	Iteration 53Q: 3 clusters Score -1.619625e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 118085 members 
Entering Unmasked Estep 
Score: -16196240.000000 Penalty: 5803.143555
	Iteration 54Q: 3 clusters Score -1.619624e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 118137 members 
Entering Unmasked Estep 
Score: -16196258.000000 Penalty: 5803.143555
	Iteration 55Q: 3 clusters Score -1.619626e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 118172 members 
Entering Unmasked Estep 
Score: -16196256.000000 Penalty: 5803.143555
	Iteration 56Q: 3 clusters Score -1.619626e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 118194 members 
Entering Unmasked Estep 
Score: -16196261.000000 Penalty: 5803.143555
	Iteration 57Q: 3 clusters Score -1.619626e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 118211 members 
Entering Unmasked Estep 
Score: -16196261.000000 Penalty: 5803.143555
	Iteration 58Q: 3 clusters Score -1.619626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 118222 members 
Entering Unmasked Estep 
Score: -16196263.000000 Penalty: 5803.143555
	Iteration 59Q: 3 clusters Score -1.619626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 118229 members 
Entering Unmasked Estep 
Score: -16196278.000000 Penalty: 5803.143555
	Iteration 60F: 3 clusters Score -1.619628e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 118235 members 
Entering Unmasked Estep 
Score: -16196283.000000 Penalty: 5803.143555
	Iteration 61Q: 3 clusters Score -1.619628e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 118244 members 
Entering Unmasked Estep 
Score: -16196265.000000 Penalty: 5803.143555
	Iteration 62Q: 3 clusters Score -1.619626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 118249 members 
Entering Unmasked Estep 
Score: -16196273.000000 Penalty: 5803.143555
	Iteration 63Q: 3 clusters Score -1.619627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 118257 members 
Entering Unmasked Estep 
Score: -16196271.000000 Penalty: 5803.143555
	Iteration 64Q: 3 clusters Score -1.619627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 118265 members 
Entering Unmasked Estep 
Score: -16196283.000000 Penalty: 5803.143555
	Iteration 65Q: 3 clusters Score -1.619628e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 118275 members 
Entering Unmasked Estep 
Score: -16196296.000000 Penalty: 5803.143555
	Iteration 66Q: 3 clusters Score -1.61963e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 118284 members 
Entering Unmasked Estep 
Score: -16196304.000000 Penalty: 5803.143555
	Iteration 67Q: 3 clusters Score -1.61963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 118294 members 
Entering Unmasked Estep 
Score: -16196318.000000 Penalty: 5803.143555
	Iteration 68Q: 3 clusters Score -1.619632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 118301 members 
Entering Unmasked Estep 
Score: -16196316.000000 Penalty: 5803.143555
	Iteration 69Q: 3 clusters Score -1.619632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 118306 members 
Entering Unmasked Estep 
Score: -16196309.000000 Penalty: 5803.143555
	Iteration 70Q: 3 clusters Score -1.619631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 118308 members 
Entering Unmasked Estep 
Score: -16196303.000000 Penalty: 5803.143555
	Iteration 71Q: 3 clusters Score -1.61963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 118312 members 
Entering Unmasked Estep 
Score: -16196310.000000 Penalty: 5803.143555
	Iteration 72Q: 3 clusters Score -1.619631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 118316 members 
Entering Unmasked Estep 
Score: -16196310.000000 Penalty: 5803.143555
	Iteration 73Q: 3 clusters Score -1.619631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 118319 members 
Entering Unmasked Estep 
Score: -16196306.000000 Penalty: 5803.143555
	Iteration 74Q: 3 clusters Score -1.619631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 118322 members 
Entering Unmasked Estep 
Score: -16196306.000000 Penalty: 5803.143555
	Iteration 75Q: 3 clusters Score -1.619631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 118324 members 
Entering Unmasked Estep 
Score: -16196302.000000 Penalty: 5803.143555
	Iteration 76Q: 3 clusters Score -1.61963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 118325 members 
Entering Unmasked Estep 
Score: -16196306.000000 Penalty: 5803.143555
	Iteration 77Q: 3 clusters Score -1.619631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 118325 members 
Entering Unmasked Estep 
Score: -16196306.000000 Penalty: 5803.143555
	Iteration 78F: 3 clusters Score -1.619631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (66350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66350 members 
Entering Unmasked Estep 
Score: -8930661.000000 Penalty: 2753.469482
	Iteration 0F: 2 clusters Score -8930661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -8886143.000000 Penalty: 5506.938965
	Iteration 0F: 3 clusters Score -8886143 nChanged 30820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -8903367.000000 Penalty: 5506.938965
	Iteration 1F: 3 clusters Score -8903367 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -8903870.000000 Penalty: 5506.938965
	Iteration 2Q: 3 clusters Score -8903870 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -8904348.000000 Penalty: 5506.938965
	Iteration 3Q: 3 clusters Score -8904348 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -8904807.000000 Penalty: 5506.938965
	Iteration 4Q: 3 clusters Score -8904807 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -8905341.000000 Penalty: 5506.938965
	Iteration 5Q: 3 clusters Score -8905341 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -8905951.000000 Penalty: 5506.938965
	Iteration 6Q: 3 clusters Score -8905951 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -8906611.000000 Penalty: 5506.938965
	Iteration 7Q: 3 clusters Score -8906611 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -8907381.000000 Penalty: 5506.938965
	Iteration 8Q: 3 clusters Score -8907381 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -8908396.000000 Penalty: 5506.938965
	Iteration 9Q: 3 clusters Score -8908396 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -8909665.000000 Penalty: 5506.938965
	Iteration 10Q: 3 clusters Score -8909665 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -8911264.000000 Penalty: 5506.938965
	Iteration 11Q: 3 clusters Score -8911264 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -8913369.000000 Penalty: 5506.938965
	Iteration 12F: 3 clusters Score -8913369 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -8916215.000000 Penalty: 5506.938965
	Iteration 13F: 3 clusters Score -8916215 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55840 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -8919478.000000 Penalty: 5506.938965
	Iteration 14F: 3 clusters Score -8919478 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -8922487.000000 Penalty: 5506.938965
	Iteration 15F: 3 clusters Score -8922487 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62077 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -8924844.000000 Penalty: 5506.938965
	Iteration 16Q: 3 clusters Score -8924844 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63864 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -8926295.000000 Penalty: 5506.938965
	Iteration 17Q: 3 clusters Score -8926295 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64954 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -8927210.000000 Penalty: 5506.938965
	Iteration 18Q: 3 clusters Score -8927210 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8927679.000000 Penalty: 5506.938965
	Iteration 19Q: 3 clusters Score -8927679 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65784 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8927909.000000 Penalty: 5506.938965
	Iteration 20F: 3 clusters Score -8927909 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65910 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8928035.000000 Penalty: 5506.938965
	Iteration 21Q: 3 clusters Score -8928035 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8928136.000000 Penalty: 5506.938965
	Iteration 22Q: 3 clusters Score -8928136 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66001 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8928164.000000 Penalty: 5506.938965
	Iteration 23Q: 3 clusters Score -8928164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66021 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8928183.000000 Penalty: 5506.938965
	Iteration 24Q: 3 clusters Score -8928183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66032 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8928212.000000 Penalty: 5506.938965
	Iteration 25Q: 3 clusters Score -8928212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66050 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8928235.000000 Penalty: 5506.938965
	Iteration 26Q: 3 clusters Score -8928235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66058 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8928256.000000 Penalty: 5506.938965
	Iteration 27Q: 3 clusters Score -8928256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8928251.000000 Penalty: 5506.938965
	Iteration 28Q: 3 clusters Score -8928251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66065 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8928254.000000 Penalty: 5506.938965
	Iteration 29Q: 3 clusters Score -8928254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66065 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8928260.000000 Penalty: 5506.938965
	Iteration 30Q: 3 clusters Score -8928260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66067 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8928268.000000 Penalty: 5506.938965
	Iteration 31Q: 3 clusters Score -8928268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66072 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8928266.000000 Penalty: 5506.938965
	Iteration 32Q: 3 clusters Score -8928266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66078 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8928278.000000 Penalty: 5506.938965
	Iteration 33Q: 3 clusters Score -8928278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66078 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8928278.000000 Penalty: 5506.938965
	Iteration 34F: 3 clusters Score -8928278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (156345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156345 members 
Entering Unmasked Estep 
Score: -20735550.000000 Penalty: 2966.035645
	Iteration 0F: 2 clusters Score -2.073555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78124 members 
Mstep: Class 2 contains 78221 members 
Entering Unmasked Estep 
Score: -20631984.000000 Penalty: 5932.071289
	Iteration 0F: 3 clusters Score -2.063198e+07 nChanged 74520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 78765 members 
Entering Unmasked Estep 
Score: -20675386.000000 Penalty: 5932.071289
	Iteration 1F: 3 clusters Score -2.067539e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77040 members 
Mstep: Class 2 contains 79305 members 
Entering Unmasked Estep 
Score: -20676242.000000 Penalty: 5932.071289
	Iteration 2Q: 3 clusters Score -2.067624e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76199 members 
Mstep: Class 2 contains 80146 members 
Entering Unmasked Estep 
Score: -20677436.000000 Penalty: 5932.071289
	Iteration 3Q: 3 clusters Score -2.067744e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75044 members 
Mstep: Class 2 contains 81301 members 
Entering Unmasked Estep 
Score: -20678750.000000 Penalty: 5932.071289
	Iteration 4Q: 3 clusters Score -2.067875e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73487 members 
Mstep: Class 2 contains 82858 members 
Entering Unmasked Estep 
Score: -20680614.000000 Penalty: 5932.071289
	Iteration 5Q: 3 clusters Score -2.068061e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71264 members 
Mstep: Class 2 contains 85081 members 
Entering Unmasked Estep 
Score: -20683050.000000 Penalty: 5932.071289
	Iteration 6Q: 3 clusters Score -2.068305e+07 nChanged 7010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68410 members 
Mstep: Class 2 contains 87935 members 
Entering Unmasked Estep 
Score: -20686624.000000 Penalty: 5932.071289
	Iteration 7Q: 3 clusters Score -2.068662e+07 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65145 members 
Mstep: Class 2 contains 91200 members 
Entering Unmasked Estep 
Score: -20691186.000000 Penalty: 5932.071289
	Iteration 8F: 3 clusters Score -2.069119e+07 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 94725 members 
Entering Unmasked Estep 
Score: -20696968.000000 Penalty: 5932.071289
	Iteration 9F: 3 clusters Score -2.069697e+07 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 97871 members 
Entering Unmasked Estep 
Score: -20702706.000000 Penalty: 5932.071289
	Iteration 10F: 3 clusters Score -2.070271e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55880 members 
Mstep: Class 2 contains 100465 members 
Entering Unmasked Estep 
Score: -20706504.000000 Penalty: 5932.071289
	Iteration 11Q: 3 clusters Score -2.07065e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53566 members 
Mstep: Class 2 contains 102779 members 
Entering Unmasked Estep 
Score: -20708288.000000 Penalty: 5932.071289
	Iteration 12Q: 3 clusters Score -2.070829e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 105116 members 
Entering Unmasked Estep 
Score: -20709310.000000 Penalty: 5932.071289
	Iteration 13Q: 3 clusters Score -2.070931e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 107488 members 
Entering Unmasked Estep 
Score: -20710030.000000 Penalty: 5932.071289
	Iteration 14Q: 3 clusters Score -2.071003e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 110042 members 
Entering Unmasked Estep 
Score: -20710658.000000 Penalty: 5932.071289
	Iteration 15Q: 3 clusters Score -2.071066e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 112781 members 
Entering Unmasked Estep 
Score: -20711370.000000 Penalty: 5932.071289
	Iteration 16Q: 3 clusters Score -2.071137e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 115651 members 
Entering Unmasked Estep 
Score: -20712338.000000 Penalty: 5932.071289
	Iteration 17Q: 3 clusters Score -2.071234e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 118720 members 
Entering Unmasked Estep 
Score: -20713490.000000 Penalty: 5932.071289
	Iteration 18Q: 3 clusters Score -2.071349e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 121989 members 
Entering Unmasked Estep 
Score: -20714832.000000 Penalty: 5932.071289
	Iteration 19Q: 3 clusters Score -2.071483e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 125373 members 
Entering Unmasked Estep 
Score: -20716350.000000 Penalty: 5932.071289
	Iteration 20F: 3 clusters Score -2.071635e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 128793 members 
Entering Unmasked Estep 
Score: -20717838.000000 Penalty: 5932.071289
	Iteration 21Q: 3 clusters Score -2.071784e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 132276 members 
Entering Unmasked Estep 
Score: -20719678.000000 Penalty: 5932.071289
	Iteration 22Q: 3 clusters Score -2.071968e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 135655 members 
Entering Unmasked Estep 
Score: -20721584.000000 Penalty: 5932.071289
	Iteration 23Q: 3 clusters Score -2.072158e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 138760 members 
Entering Unmasked Estep 
Score: -20723442.000000 Penalty: 5932.071289
	Iteration 24Q: 3 clusters Score -2.072344e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 141644 members 
Entering Unmasked Estep 
Score: -20725250.000000 Penalty: 5932.071289
	Iteration 25Q: 3 clusters Score -2.072525e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 144235 members 
Entering Unmasked Estep 
Score: -20726848.000000 Penalty: 5932.071289
	Iteration 26Q: 3 clusters Score -2.072685e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 146478 members 
Entering Unmasked Estep 
Score: -20728130.000000 Penalty: 5932.071289
	Iteration 27Q: 3 clusters Score -2.072813e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 148402 members 
Entering Unmasked Estep 
Score: -20729364.000000 Penalty: 5932.071289
	Iteration 28Q: 3 clusters Score -2.072936e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 149962 members 
Entering Unmasked Estep 
Score: -20730170.000000 Penalty: 5932.071289
	Iteration 29Q: 3 clusters Score -2.073017e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 151189 members 
Entering Unmasked Estep 
Score: -20730650.000000 Penalty: 5932.071289
	Iteration 30Q: 3 clusters Score -2.073065e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 152156 members 
Entering Unmasked Estep 
Score: -20731192.000000 Penalty: 5932.071289
	Iteration 31Q: 3 clusters Score -2.073119e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 152895 members 
Entering Unmasked Estep 
Score: -20731636.000000 Penalty: 5932.071289
	Iteration 32Q: 3 clusters Score -2.073164e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 153474 members 
Entering Unmasked Estep 
Score: -20731922.000000 Penalty: 5932.071289
	Iteration 33Q: 3 clusters Score -2.073192e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 153946 members 
Entering Unmasked Estep 
Score: -20732192.000000 Penalty: 5932.071289
	Iteration 34Q: 3 clusters Score -2.073219e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 154307 members 
Entering Unmasked Estep 
Score: -20732342.000000 Penalty: 5932.071289
	Iteration 35Q: 3 clusters Score -2.073234e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 154581 members 
Entering Unmasked Estep 
Score: -20732490.000000 Penalty: 5932.071289
	Iteration 36Q: 3 clusters Score -2.073249e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 154796 members 
Entering Unmasked Estep 
Score: -20732584.000000 Penalty: 5932.071289
	Iteration 37Q: 3 clusters Score -2.073258e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 154970 members 
Entering Unmasked Estep 
Score: -20732696.000000 Penalty: 5932.071289
	Iteration 38Q: 3 clusters Score -2.07327e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 155079 members 
Entering Unmasked Estep 
Score: -20732736.000000 Penalty: 5932.071289
	Iteration 39Q: 3 clusters Score -2.073274e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 155169 members 
Entering Unmasked Estep 
Score: -20732796.000000 Penalty: 5932.071289
	Iteration 40F: 3 clusters Score -2.07328e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 155243 members 
Entering Unmasked Estep 
Score: -20732828.000000 Penalty: 5932.071289
	Iteration 41Q: 3 clusters Score -2.073283e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 155309 members 
Entering Unmasked Estep 
Score: -20732856.000000 Penalty: 5932.071289
	Iteration 42Q: 3 clusters Score -2.073286e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 155369 members 
Entering Unmasked Estep 
Score: -20732886.000000 Penalty: 5932.071289
	Iteration 43Q: 3 clusters Score -2.073289e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 155409 members 
Entering Unmasked Estep 
Score: -20732900.000000 Penalty: 5932.071289
	Iteration 44Q: 3 clusters Score -2.07329e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 155441 members 
Entering Unmasked Estep 
Score: -20732904.000000 Penalty: 5932.071289
	Iteration 45Q: 3 clusters Score -2.07329e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 155459 members 
Entering Unmasked Estep 
Score: -20732924.000000 Penalty: 5932.071289
	Iteration 46Q: 3 clusters Score -2.073292e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 155480 members 
Entering Unmasked Estep 
Score: -20732946.000000 Penalty: 5932.071289
	Iteration 47Q: 3 clusters Score -2.073295e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 155501 members 
Entering Unmasked Estep 
Score: -20732972.000000 Penalty: 5932.071289
	Iteration 48Q: 3 clusters Score -2.073297e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 155522 members 
Entering Unmasked Estep 
Score: -20732958.000000 Penalty: 5932.071289
	Iteration 49Q: 3 clusters Score -2.073296e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 155537 members 
Entering Unmasked Estep 
Score: -20732986.000000 Penalty: 5932.071289
	Iteration 50Q: 3 clusters Score -2.073299e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 155550 members 
Entering Unmasked Estep 
Score: -20733004.000000 Penalty: 5932.071289
	Iteration 51Q: 3 clusters Score -2.0733e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 155559 members 
Entering Unmasked Estep 
Score: -20733024.000000 Penalty: 5932.071289
	Iteration 52Q: 3 clusters Score -2.073302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 155569 members 
Entering Unmasked Estep 
Score: -20733014.000000 Penalty: 5932.071289
	Iteration 53Q: 3 clusters Score -2.073301e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 155575 members 
Entering Unmasked Estep 
Score: -20732990.000000 Penalty: 5932.071289
	Iteration 54Q: 3 clusters Score -2.073299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 155583 members 
Entering Unmasked Estep 
Score: -20732986.000000 Penalty: 5932.071289
	Iteration 55Q: 3 clusters Score -2.073299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 155587 members 
Entering Unmasked Estep 
Score: -20732998.000000 Penalty: 5932.071289
	Iteration 56Q: 3 clusters Score -2.0733e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 155591 members 
Entering Unmasked Estep 
Score: -20733014.000000 Penalty: 5932.071289
	Iteration 57Q: 3 clusters Score -2.073301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 155598 members 
Entering Unmasked Estep 
Score: -20732996.000000 Penalty: 5932.071289
	Iteration 58Q: 3 clusters Score -2.0733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 155603 members 
Entering Unmasked Estep 
Score: -20733014.000000 Penalty: 5932.071289
	Iteration 59Q: 3 clusters Score -2.073301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 155606 members 
Entering Unmasked Estep 
Score: -20733012.000000 Penalty: 5932.071289
	Iteration 60F: 3 clusters Score -2.073301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 155612 members 
Entering Unmasked Estep 
Score: -20733020.000000 Penalty: 5932.071289
	Iteration 61Q: 3 clusters Score -2.073302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 155617 members 
Entering Unmasked Estep 
Score: -20733020.000000 Penalty: 5932.071289
	Iteration 62Q: 3 clusters Score -2.073302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 155620 members 
Entering Unmasked Estep 
Score: -20733028.000000 Penalty: 5932.071289
	Iteration 63Q: 3 clusters Score -2.073303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 155623 members 
Entering Unmasked Estep 
Score: -20733018.000000 Penalty: 5932.071289
	Iteration 64Q: 3 clusters Score -2.073302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 155625 members 
Entering Unmasked Estep 
Score: -20733024.000000 Penalty: 5932.071289
	Iteration 65Q: 3 clusters Score -2.073302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 155630 members 
Entering Unmasked Estep 
Score: -20733034.000000 Penalty: 5932.071289
	Iteration 66Q: 3 clusters Score -2.073303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 155633 members 
Entering Unmasked Estep 
Score: -20733040.000000 Penalty: 5932.071289
	Iteration 67Q: 3 clusters Score -2.073304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 155637 members 
Entering Unmasked Estep 
Score: -20733014.000000 Penalty: 5932.071289
	Iteration 68Q: 3 clusters Score -2.073301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 155639 members 
Entering Unmasked Estep 
Score: -20733038.000000 Penalty: 5932.071289
	Iteration 69Q: 3 clusters Score -2.073304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 155642 members 
Entering Unmasked Estep 
Score: -20733034.000000 Penalty: 5932.071289
	Iteration 70Q: 3 clusters Score -2.073303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 155645 members 
Entering Unmasked Estep 
Score: -20733046.000000 Penalty: 5932.071289
	Iteration 71Q: 3 clusters Score -2.073305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 155646 members 
Entering Unmasked Estep 
Score: -20733042.000000 Penalty: 5932.071289
	Iteration 72Q: 3 clusters Score -2.073304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 155648 members 
Entering Unmasked Estep 
Score: -20733022.000000 Penalty: 5932.071289
	Iteration 73Q: 3 clusters Score -2.073302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 155648 members 
Entering Unmasked Estep 
Score: -20733022.000000 Penalty: 5932.071289
	Iteration 74F: 3 clusters Score -2.073302e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (160409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160409 members 
Entering Unmasked Estep 
Score: -21768162.000000 Penalty: 2972.399658
	Iteration 0F: 2 clusters Score -2.176816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80546 members 
Mstep: Class 2 contains 79863 members 
Entering Unmasked Estep 
Score: -21663498.000000 Penalty: 5944.799316
	Iteration 0F: 3 clusters Score -2.16635e+07 nChanged 76852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86648 members 
Mstep: Class 2 contains 73761 members 
Entering Unmasked Estep 
Score: -21708414.000000 Penalty: 5944.799316
	Iteration 1F: 3 clusters Score -2.170841e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90621 members 
Mstep: Class 2 contains 69788 members 
Entering Unmasked Estep 
Score: -21710182.000000 Penalty: 5944.799316
	Iteration 2Q: 3 clusters Score -2.171018e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96581 members 
Mstep: Class 2 contains 63828 members 
Entering Unmasked Estep 
Score: -21713060.000000 Penalty: 5944.799316
	Iteration 3Q: 3 clusters Score -2.171306e+07 nChanged 9586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105359 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -21718544.000000 Penalty: 5944.799316
	Iteration 4F: 3 clusters Score -2.171854e+07 nChanged 12556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117347 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -21727826.000000 Penalty: 5944.799316
	Iteration 5F: 3 clusters Score -2.172783e+07 nChanged 14002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131001 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -21740266.000000 Penalty: 5944.799316
	Iteration 6F: 3 clusters Score -2.174027e+07 nChanged 12293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143124 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -21752416.000000 Penalty: 5944.799316
	Iteration 7F: 3 clusters Score -2.175242e+07 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151240 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -21760644.000000 Penalty: 5944.799316
	Iteration 8F: 3 clusters Score -2.176064e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155812 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -21763916.000000 Penalty: 5944.799316
	Iteration 9Q: 3 clusters Score -2.176392e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158117 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -21765078.000000 Penalty: 5944.799316
	Iteration 10Q: 3 clusters Score -2.176508e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159134 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -21765336.000000 Penalty: 5944.799316
	Iteration 11Q: 3 clusters Score -2.176534e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159566 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -21765570.000000 Penalty: 5944.799316
	Iteration 12Q: 3 clusters Score -2.176557e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159752 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -21765652.000000 Penalty: 5944.799316
	Iteration 13Q: 3 clusters Score -2.176565e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159830 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -21765710.000000 Penalty: 5944.799316
	Iteration 14Q: 3 clusters Score -2.176571e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159870 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -21765696.000000 Penalty: 5944.799316
	Iteration 15Q: 3 clusters Score -2.17657e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159890 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -21765710.000000 Penalty: 5944.799316
	Iteration 16Q: 3 clusters Score -2.176571e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159906 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -21765734.000000 Penalty: 5944.799316
	Iteration 17Q: 3 clusters Score -2.176573e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159917 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -21765732.000000 Penalty: 5944.799316
	Iteration 18Q: 3 clusters Score -2.176573e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159929 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -21765750.000000 Penalty: 5944.799316
	Iteration 19Q: 3 clusters Score -2.176575e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159936 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -21765792.000000 Penalty: 5944.799316
	Iteration 20F: 3 clusters Score -2.176579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159944 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -21765802.000000 Penalty: 5944.799316
	Iteration 21Q: 3 clusters Score -2.17658e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159952 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -21765804.000000 Penalty: 5944.799316
	Iteration 22Q: 3 clusters Score -2.17658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159960 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -21765814.000000 Penalty: 5944.799316
	Iteration 23Q: 3 clusters Score -2.176581e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159968 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -21765828.000000 Penalty: 5944.799316
	Iteration 24Q: 3 clusters Score -2.176583e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159977 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -21765832.000000 Penalty: 5944.799316
	Iteration 25Q: 3 clusters Score -2.176583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159981 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -21765838.000000 Penalty: 5944.799316
	Iteration 26Q: 3 clusters Score -2.176584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159984 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -21765850.000000 Penalty: 5944.799316
	Iteration 27Q: 3 clusters Score -2.176585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159984 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -21765842.000000 Penalty: 5944.799316
	Iteration 28Q: 3 clusters Score -2.176584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159987 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -21765852.000000 Penalty: 5944.799316
	Iteration 29Q: 3 clusters Score -2.176585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159988 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -21765860.000000 Penalty: 5944.799316
	Iteration 30Q: 3 clusters Score -2.176586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159988 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -21765860.000000 Penalty: 5944.799316
	Iteration 31F: 3 clusters Score -2.176586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 62834 members 
Mstep: Class 3 contains 4262 members 
Mstep: Class 4 contains 154792 members 
Mstep: Class 5 contains 23968 members 
Mstep: Class 6 contains 251 members 
Mstep: Class 7 contains 225154 members 
Mstep: Class 8 contains 61249 members 
Mstep: Class 9 contains 2713 members 
Mstep: Class 11 contains 52625 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2776 members 
Mstep: Class 14 contains 938 members 
Mstep: Class 15 contains 149764 members 
Mstep: Class 16 contains 9386 members 
Mstep: Class 17 contains 84818 members 
Mstep: Class 20 contains 120558 members 
Mstep: Class 21 contains 66350 members 
Mstep: Class 22 contains 156345 members 
Mstep: Class 23 contains 160409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180422480.000000 Penalty: 77136.718750
Iteration 79Q: 23 clusters Score -1.804225e+08 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 62801 members 
Mstep: Class 3 contains 4271 members 
Mstep: Class 4 contains 154812 members 
Mstep: Class 5 contains 24218 members 
Mstep: Class 6 contains 254 members 
Mstep: Class 7 contains 225363 members 
Mstep: Class 8 contains 61390 members 
Mstep: Class 9 contains 2711 members 
Mstep: Class 10 contains 707 members 
Mstep: Class 11 contains 52691 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2750 members 
Mstep: Class 14 contains 939 members 
Mstep: Class 15 contains 149685 members 
Mstep: Class 16 contains 9467 members 
Mstep: Class 17 contains 83921 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 119787 members 
Mstep: Class 21 contains 67184 members 
Mstep: Class 22 contains 156351 members 
Mstep: Class 23 contains 160439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180424112.000000 Penalty: 77136.718750
Iteration 80F: 23 clusters Score -1.804241e+08 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 62774 members 
Mstep: Class 3 contains 4275 members 
Mstep: Class 4 contains 154947 members 
Mstep: Class 5 contains 24462 members 
Mstep: Class 6 contains 283 members 
Mstep: Class 7 contains 225486 members 
Mstep: Class 8 contains 61505 members 
Mstep: Class 9 contains 2710 members 
Mstep: Class 10 contains 708 members 
Mstep: Class 11 contains 52738 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2716 members 
Mstep: Class 14 contains 938 members 
Mstep: Class 15 contains 149661 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 83104 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 119062 members 
Mstep: Class 21 contains 67988 members 
Mstep: Class 22 contains 156275 members 
Mstep: Class 23 contains 160390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180424816.000000 Penalty: 77136.718750
Iteration 81Q: 23 clusters Score -1.804248e+08 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 62728 members 
Mstep: Class 3 contains 4283 members 
Mstep: Class 4 contains 155158 members 
Mstep: Class 5 contains 24751 members 
Mstep: Class 6 contains 282 members 
Mstep: Class 7 contains 225612 members 
Mstep: Class 8 contains 61634 members 
Mstep: Class 9 contains 2707 members 
Mstep: Class 10 contains 709 members 
Mstep: Class 11 contains 52763 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 940 members 
Mstep: Class 15 contains 149597 members 
Mstep: Class 16 contains 9656 members 
Mstep: Class 17 contains 82283 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 118285 members 
Mstep: Class 21 contains 68737 members 
Mstep: Class 22 contains 156216 members 
Mstep: Class 23 contains 160381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180425312.000000 Penalty: 77136.718750
Iteration 82Q: 23 clusters Score -1.804253e+08 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 62713 members 
Mstep: Class 3 contains 4298 members 
Mstep: Class 4 contains 155317 members 
Mstep: Class 5 contains 25012 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 225644 members 
Mstep: Class 8 contains 61780 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52789 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 941 members 
Mstep: Class 15 contains 149544 members 
Mstep: Class 16 contains 9747 members 
Mstep: Class 17 contains 81533 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 117542 members 
Mstep: Class 21 contains 69472 members 
Mstep: Class 22 contains 156173 members 
Mstep: Class 23 contains 160338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180426320.000000 Penalty: 77136.718750
Iteration 83Q: 23 clusters Score -1.804263e+08 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 62706 members 
Mstep: Class 3 contains 4304 members 
Mstep: Class 4 contains 155469 members 
Mstep: Class 5 contains 25243 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 225681 members 
Mstep: Class 8 contains 61941 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52799 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2682 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 149514 members 
Mstep: Class 16 contains 9831 members 
Mstep: Class 17 contains 80767 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 116792 members 
Mstep: Class 21 contains 70162 members 
Mstep: Class 22 contains 156144 members 
Mstep: Class 23 contains 160368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180426192.000000 Penalty: 77136.718750
Iteration 84Q: 23 clusters Score -1.804262e+08 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 62718 members 
Mstep: Class 3 contains 4309 members 
Mstep: Class 4 contains 155672 members 
Mstep: Class 5 contains 25473 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 225617 members 
Mstep: Class 8 contains 62093 members 
Mstep: Class 9 contains 2707 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52817 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2671 members 
Mstep: Class 14 contains 944 members 
Mstep: Class 15 contains 149555 members 
Mstep: Class 16 contains 9902 members 
Mstep: Class 17 contains 80011 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 116085 members 
Mstep: Class 21 contains 70790 members 
Mstep: Class 22 contains 156117 members 
Mstep: Class 23 contains 160391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180425872.000000 Penalty: 77136.718750
Iteration 85Q: 23 clusters Score -1.804259e+08 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 62725 members 
Mstep: Class 3 contains 4315 members 
Mstep: Class 4 contains 155909 members 
Mstep: Class 5 contains 25654 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 225485 members 
Mstep: Class 8 contains 62222 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52835 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2660 members 
Mstep: Class 14 contains 944 members 
Mstep: Class 15 contains 149643 members 
Mstep: Class 16 contains 9973 members 
Mstep: Class 17 contains 79321 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 115445 members 
Mstep: Class 21 contains 71375 members 
Mstep: Class 22 contains 156016 members 
Mstep: Class 23 contains 160460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180425904.000000 Penalty: 77136.718750
Iteration 86Q: 23 clusters Score -1.804259e+08 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 62705 members 
Mstep: Class 3 contains 4320 members 
Mstep: Class 4 contains 156135 members 
Mstep: Class 5 contains 25854 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 225308 members 
Mstep: Class 8 contains 62372 members 
Mstep: Class 9 contains 2705 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52863 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2648 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 149796 members 
Mstep: Class 16 contains 10050 members 
Mstep: Class 17 contains 78652 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 114771 members 
Mstep: Class 21 contains 71938 members 
Mstep: Class 22 contains 155891 members 
Mstep: Class 23 contains 160550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180425920.000000 Penalty: 77136.718750
Iteration 87Q: 23 clusters Score -1.804259e+08 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 62701 members 
Mstep: Class 3 contains 4324 members 
Mstep: Class 4 contains 156427 members 
Mstep: Class 5 contains 26063 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 225071 members 
Mstep: Class 8 contains 62474 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52895 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 149968 members 
Mstep: Class 16 contains 10122 members 
Mstep: Class 17 contains 78002 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 114097 members 
Mstep: Class 21 contains 72471 members 
Mstep: Class 22 contains 155794 members 
Mstep: Class 23 contains 160605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180426912.000000 Penalty: 77136.718750
Iteration 88Q: 23 clusters Score -1.804269e+08 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 62673 members 
Mstep: Class 3 contains 4327 members 
Mstep: Class 4 contains 156741 members 
Mstep: Class 5 contains 26257 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 224796 members 
Mstep: Class 8 contains 62559 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52940 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2628 members 
Mstep: Class 14 contains 944 members 
Mstep: Class 15 contains 150118 members 
Mstep: Class 16 contains 10203 members 
Mstep: Class 17 contains 77407 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 113444 members 
Mstep: Class 21 contains 72983 members 
Mstep: Class 22 contains 155706 members 
Mstep: Class 23 contains 160682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180427056.000000 Penalty: 77136.718750
Iteration 89Q: 23 clusters Score -1.804271e+08 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 62656 members 
Mstep: Class 3 contains 4328 members 
Mstep: Class 4 contains 157143 members 
Mstep: Class 5 contains 26473 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 224498 members 
Mstep: Class 8 contains 62631 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52969 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2616 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 150231 members 
Mstep: Class 16 contains 10302 members 
Mstep: Class 17 contains 76808 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 112835 members 
Mstep: Class 21 contains 73487 members 
Mstep: Class 22 contains 155556 members 
Mstep: Class 23 contains 160740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180427792.000000 Penalty: 77136.718750
Iteration 90Q: 23 clusters Score -1.804278e+08 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 62654 members 
Mstep: Class 3 contains 4327 members 
Mstep: Class 4 contains 157575 members 
Mstep: Class 5 contains 26685 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 224237 members 
Mstep: Class 8 contains 62640 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52982 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2603 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 150350 members 
Mstep: Class 16 contains 10378 members 
Mstep: Class 17 contains 76174 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 112245 members 
Mstep: Class 21 contains 73962 members 
Mstep: Class 22 contains 155467 members 
Mstep: Class 23 contains 160817 members 
Entering Unmasked Estep 
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Score: -180428032.000000 Penalty: 77136.718750
Iteration 91Q: 23 clusters Score -1.80428e+08 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 62639 members 
Mstep: Class 3 contains 4326 members 
Mstep: Class 4 contains 157982 members 
Mstep: Class 5 contains 26904 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 223966 members 
Mstep: Class 8 contains 62684 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52974 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2595 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 150483 members 
Mstep: Class 16 contains 10461 members 
Mstep: Class 17 contains 75557 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 111730 members 
Mstep: Class 21 contains 74453 members 
Mstep: Class 22 contains 155330 members 
Mstep: Class 23 contains 160832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180428560.000000 Penalty: 77136.718750
Iteration 92Q: 23 clusters Score -1.804286e+08 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 62628 members 
Mstep: Class 3 contains 4326 members 
Mstep: Class 4 contains 158399 members 
Mstep: Class 5 contains 27138 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 223630 members 
Mstep: Class 8 contains 62712 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52955 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2590 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 150630 members 
Mstep: Class 16 contains 10549 members 
Mstep: Class 17 contains 74958 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 111229 members 
Mstep: Class 21 contains 74908 members 
Mstep: Class 22 contains 155163 members 
Mstep: Class 23 contains 160886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180429408.000000 Penalty: 77136.718750
Iteration 93Q: 23 clusters Score -1.804294e+08 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 62607 members 
Mstep: Class 3 contains 4325 members 
Mstep: Class 4 contains 158759 members 
Mstep: Class 5 contains 27360 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 223333 members 
Mstep: Class 8 contains 62741 members 
Mstep: Class 9 contains 2703 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52933 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2583 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 150770 members 
Mstep: Class 16 contains 10617 members 
Mstep: Class 17 contains 74391 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 110776 members 
Mstep: Class 21 contains 75349 members 
Mstep: Class 22 contains 154994 members 
Mstep: Class 23 contains 160940 members 
Entering Unmasked Estep 
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Score: -180429440.000000 Penalty: 77136.718750
Iteration 94Q: 23 clusters Score -1.804294e+08 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 62588 members 
Mstep: Class 3 contains 4324 members 
Mstep: Class 4 contains 159122 members 
Mstep: Class 5 contains 27608 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 222969 members 
Mstep: Class 8 contains 62773 members 
Mstep: Class 9 contains 2702 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52903 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2576 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 150870 members 
Mstep: Class 16 contains 10670 members 
Mstep: Class 17 contains 73860 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 110375 members 
Mstep: Class 21 contains 75741 members 
Mstep: Class 22 contains 154826 members 
Mstep: Class 23 contains 161069 members 
Entering Unmasked Estep 
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Score: -180429120.000000 Penalty: 77136.718750
Iteration 95Q: 23 clusters Score -1.804291e+08 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 62569 members 
Mstep: Class 3 contains 4324 members 
Mstep: Class 4 contains 159484 members 
Mstep: Class 5 contains 27854 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 222612 members 
Mstep: Class 8 contains 62818 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52875 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 150996 members 
Mstep: Class 16 contains 10721 members 
Mstep: Class 17 contains 73377 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 109986 members 
Mstep: Class 21 contains 76087 members 
Mstep: Class 22 contains 154696 members 
Mstep: Class 23 contains 161116 members 
Entering Unmasked Estep 
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Iteration 96Q: 23 clusters Score -1.804296e+08 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 62562 members 
Mstep: Class 3 contains 4323 members 
Mstep: Class 4 contains 159803 members 
Mstep: Class 5 contains 28089 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 222206 members 
Mstep: Class 8 contains 62813 members 
Mstep: Class 9 contains 2698 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52860 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 151056 members 
Mstep: Class 16 contains 10776 members 
Mstep: Class 17 contains 72958 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 109562 members 
Mstep: Class 21 contains 76430 members 
Mstep: Class 22 contains 154565 members 
Mstep: Class 23 contains 161259 members 
Entering Unmasked Estep 
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Iteration 97Q: 23 clusters Score -1.804296e+08 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 62559 members 
Mstep: Class 3 contains 4323 members 
Mstep: Class 4 contains 160179 members 
Mstep: Class 5 contains 28318 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 221714 members 
Mstep: Class 8 contains 62840 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52816 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 944 members 
Mstep: Class 15 contains 151089 members 
Mstep: Class 16 contains 10824 members 
Mstep: Class 17 contains 72516 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 109171 members 
Mstep: Class 21 contains 76779 members 
Mstep: Class 22 contains 154445 members 
Mstep: Class 23 contains 161440 members 
Entering Unmasked Estep 
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Iteration 98Q: 23 clusters Score -1.804309e+08 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 62546 members 
Mstep: Class 3 contains 4315 members 
Mstep: Class 4 contains 160480 members 
Mstep: Class 5 contains 28549 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 221191 members 
Mstep: Class 8 contains 62882 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52755 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 151122 members 
Mstep: Class 16 contains 10868 members 
Mstep: Class 17 contains 72088 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 108743 members 
Mstep: Class 21 contains 77146 members 
Mstep: Class 22 contains 154386 members 
Mstep: Class 23 contains 161665 members 
Entering Unmasked Estep 
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Iteration 99Q: 23 clusters Score -1.804307e+08 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 62535 members 
Mstep: Class 3 contains 4312 members 
Mstep: Class 4 contains 160710 members 
Mstep: Class 5 contains 28755 members 
Mstep: Class 6 contains 281 members 
Mstep: Class 7 contains 220657 members 
Mstep: Class 8 contains 62928 members 
Mstep: Class 9 contains 2699 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52686 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2555 members 
Mstep: Class 14 contains 947 members 
Mstep: Class 15 contains 151123 members 
Mstep: Class 16 contains 10908 members 
Mstep: Class 17 contains 71674 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 108348 members 
Mstep: Class 21 contains 77499 members 
Mstep: Class 22 contains 154366 members 
Mstep: Class 23 contains 161936 members 
Entering Unmasked Estep 
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Score: -180431056.000000 Penalty: 77136.718750
Iteration 100F: 23 clusters Score -1.804311e+08 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 62539 members 
Mstep: Class 3 contains 4299 members 
Mstep: Class 4 contains 160920 members 
Mstep: Class 5 contains 28973 members 
Mstep: Class 6 contains 287 members 
Mstep: Class 7 contains 220120 members 
Mstep: Class 8 contains 62959 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52648 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2555 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 151148 members 
Mstep: Class 16 contains 10954 members 
Mstep: Class 17 contains 71252 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 107978 members 
Mstep: Class 21 contains 77811 members 
Mstep: Class 22 contains 154349 members 
Mstep: Class 23 contains 162178 members 
Entering Unmasked Estep 
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Iteration 101Q: 23 clusters Score -1.804315e+08 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 62514 members 
Mstep: Class 3 contains 4289 members 
Mstep: Class 4 contains 161102 members 
Mstep: Class 5 contains 29245 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 219548 members 
Mstep: Class 8 contains 62980 members 
Mstep: Class 9 contains 2696 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52594 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2551 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 151145 members 
Mstep: Class 16 contains 11006 members 
Mstep: Class 17 contains 70834 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 107618 members 
Mstep: Class 21 contains 78142 members 
Mstep: Class 22 contains 154438 members 
Mstep: Class 23 contains 162359 members 
Entering Unmasked Estep 
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Iteration 102Q: 23 clusters Score -1.80432e+08 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 62471 members 
Mstep: Class 3 contains 4272 members 
Mstep: Class 4 contains 161282 members 
Mstep: Class 5 contains 29505 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 218952 members 
Mstep: Class 8 contains 63025 members 
Mstep: Class 9 contains 2696 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52555 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 151158 members 
Mstep: Class 16 contains 11060 members 
Mstep: Class 17 contains 70450 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 107255 members 
Mstep: Class 21 contains 78430 members 
Mstep: Class 22 contains 154560 members 
Mstep: Class 23 contains 162505 members 
Entering Unmasked Estep 
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Iteration 103Q: 23 clusters Score -1.804333e+08 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 62429 members 
Mstep: Class 3 contains 4254 members 
Mstep: Class 4 contains 161463 members 
Mstep: Class 5 contains 29763 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 218287 members 
Mstep: Class 8 contains 63043 members 
Mstep: Class 9 contains 2695 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52544 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2538 members 
Mstep: Class 14 contains 945 members 
Mstep: Class 15 contains 151151 members 
Mstep: Class 16 contains 11112 members 
Mstep: Class 17 contains 70077 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 106907 members 
Mstep: Class 21 contains 78694 members 
Mstep: Class 22 contains 154710 members 
Mstep: Class 23 contains 162665 members 
Entering Unmasked Estep 
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Iteration 104Q: 23 clusters Score -1.80434e+08 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 62399 members 
Mstep: Class 3 contains 4240 members 
Mstep: Class 4 contains 161659 members 
Mstep: Class 5 contains 29983 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 217644 members 
Mstep: Class 8 contains 63026 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52536 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 947 members 
Mstep: Class 15 contains 151143 members 
Mstep: Class 16 contains 11160 members 
Mstep: Class 17 contains 69691 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 106561 members 
Mstep: Class 21 contains 78924 members 
Mstep: Class 22 contains 154883 members 
Mstep: Class 23 contains 162861 members 
Entering Unmasked Estep 
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Iteration 105Q: 23 clusters Score -1.804345e+08 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 62361 members 
Mstep: Class 3 contains 4226 members 
Mstep: Class 4 contains 161927 members 
Mstep: Class 5 contains 30179 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 216993 members 
Mstep: Class 8 contains 62996 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52514 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2530 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 151124 members 
Mstep: Class 16 contains 11207 members 
Mstep: Class 17 contains 69323 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 106222 members 
Mstep: Class 21 contains 79143 members 
Mstep: Class 22 contains 155016 members 
Mstep: Class 23 contains 163069 members 
Entering Unmasked Estep 
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Iteration 106Q: 23 clusters Score -1.804347e+08 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 62358 members 
Mstep: Class 3 contains 4209 members 
Mstep: Class 4 contains 162216 members 
Mstep: Class 5 contains 30400 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 216296 members 
Mstep: Class 8 contains 62974 members 
Mstep: Class 9 contains 2693 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52470 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2530 members 
Mstep: Class 14 contains 947 members 
Mstep: Class 15 contains 151072 members 
Mstep: Class 16 contains 11255 members 
Mstep: Class 17 contains 68972 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 105905 members 
Mstep: Class 21 contains 79313 members 
Mstep: Class 22 contains 155143 members 
Mstep: Class 23 contains 163225 members 
Entering Unmasked Estep 
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Iteration 107Q: 23 clusters Score -1.804361e+08 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 62349 members 
Mstep: Class 3 contains 4187 members 
Mstep: Class 4 contains 162553 members 
Mstep: Class 5 contains 30614 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 215509 members 
Mstep: Class 8 contains 62933 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52432 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2525 members 
Mstep: Class 14 contains 949 members 
Mstep: Class 15 contains 150998 members 
Mstep: Class 16 contains 11303 members 
Mstep: Class 17 contains 68645 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 105591 members 
Mstep: Class 21 contains 79490 members 
Mstep: Class 22 contains 155318 members 
Mstep: Class 23 contains 163370 members 
Entering Unmasked Estep 
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Iteration 108Q: 23 clusters Score -1.804364e+08 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 62327 members 
Mstep: Class 3 contains 4162 members 
Mstep: Class 4 contains 162885 members 
Mstep: Class 5 contains 30875 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 214709 members 
Mstep: Class 8 contains 62879 members 
Mstep: Class 9 contains 2689 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52392 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2523 members 
Mstep: Class 14 contains 949 members 
Mstep: Class 15 contains 150912 members 
Mstep: Class 16 contains 11348 members 
Mstep: Class 17 contains 68306 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 105312 members 
Mstep: Class 21 contains 79657 members 
Mstep: Class 22 contains 155508 members 
Mstep: Class 23 contains 163503 members 
Entering Unmasked Estep 
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Iteration 109Q: 23 clusters Score -1.804363e+08 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 62305 members 
Mstep: Class 3 contains 4126 members 
Mstep: Class 4 contains 163284 members 
Mstep: Class 5 contains 31079 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 213819 members 
Mstep: Class 8 contains 62822 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52341 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2513 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 150888 members 
Mstep: Class 16 contains 11404 members 
Mstep: Class 17 contains 67984 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 105026 members 
Mstep: Class 21 contains 79801 members 
Mstep: Class 22 contains 155711 members 
Mstep: Class 23 contains 163593 members 
Entering Unmasked Estep 
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Iteration 110Q: 23 clusters Score -1.804366e+08 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 62269 members 
Mstep: Class 3 contains 4081 members 
Mstep: Class 4 contains 163724 members 
Mstep: Class 5 contains 31282 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 212913 members 
Mstep: Class 8 contains 62748 members 
Mstep: Class 9 contains 2687 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52285 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2500 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 150853 members 
Mstep: Class 16 contains 11471 members 
Mstep: Class 17 contains 67644 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 104751 members 
Mstep: Class 21 contains 79936 members 
Mstep: Class 22 contains 155913 members 
Mstep: Class 23 contains 163695 members 
Entering Unmasked Estep 
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Iteration 111Q: 23 clusters Score -1.804371e+08 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 62202 members 
Mstep: Class 3 contains 4037 members 
Mstep: Class 4 contains 164243 members 
Mstep: Class 5 contains 31487 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 211903 members 
Mstep: Class 8 contains 62660 members 
Mstep: Class 9 contains 2687 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52236 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2480 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 150796 members 
Mstep: Class 16 contains 11543 members 
Mstep: Class 17 contains 67302 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 104472 members 
Mstep: Class 21 contains 80083 members 
Mstep: Class 22 contains 156153 members 
Mstep: Class 23 contains 163782 members 
Entering Unmasked Estep 
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Iteration 112Q: 23 clusters Score -1.804375e+08 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 62137 members 
Mstep: Class 3 contains 4001 members 
Mstep: Class 4 contains 164833 members 
Mstep: Class 5 contains 31684 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 210823 members 
Mstep: Class 8 contains 62563 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52183 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2459 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 150697 members 
Mstep: Class 16 contains 11618 members 
Mstep: Class 17 contains 66936 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 104207 members 
Mstep: Class 21 contains 80222 members 
Mstep: Class 22 contains 156390 members 
Mstep: Class 23 contains 163898 members 
Entering Unmasked Estep 
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Iteration 113Q: 23 clusters Score -1.804385e+08 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 62070 members 
Mstep: Class 3 contains 3959 members 
Mstep: Class 4 contains 165426 members 
Mstep: Class 5 contains 31909 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 209531 members 
Mstep: Class 8 contains 62509 members 
Mstep: Class 9 contains 2685 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52138 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2453 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 150600 members 
Mstep: Class 16 contains 11700 members 
Mstep: Class 17 contains 66578 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 103971 members 
Mstep: Class 21 contains 80322 members 
Mstep: Class 22 contains 156618 members 
Mstep: Class 23 contains 164049 members 
Entering Unmasked Estep 
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Iteration 114Q: 23 clusters Score -1.804394e+08 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 61984 members 
Mstep: Class 3 contains 3919 members 
Mstep: Class 4 contains 166039 members 
Mstep: Class 5 contains 32127 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 208217 members 
Mstep: Class 8 contains 62448 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52102 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2447 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 150542 members 
Mstep: Class 16 contains 11788 members 
Mstep: Class 17 contains 66259 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 103739 members 
Mstep: Class 21 contains 80391 members 
Mstep: Class 22 contains 156860 members 
Mstep: Class 23 contains 164122 members 
Entering Unmasked Estep 
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Iteration 115Q: 23 clusters Score -1.804394e+08 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 61894 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 166622 members 
Mstep: Class 5 contains 32343 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 206909 members 
Mstep: Class 8 contains 62370 members 
Mstep: Class 9 contains 2683 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 52061 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2439 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 150489 members 
Mstep: Class 16 contains 11865 members 
Mstep: Class 17 contains 65936 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 103541 members 
Mstep: Class 21 contains 80444 members 
Mstep: Class 22 contains 157061 members 
Mstep: Class 23 contains 164266 members 
Entering Unmasked Estep 
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Iteration 116Q: 23 clusters Score -1.804402e+08 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 61786 members 
Mstep: Class 3 contains 3852 members 
Mstep: Class 4 contains 167215 members 
Mstep: Class 5 contains 32543 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 205568 members 
Mstep: Class 8 contains 62314 members 
Mstep: Class 9 contains 2680 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 51996 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2428 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 150469 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 65625 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 103377 members 
Mstep: Class 21 contains 80497 members 
Mstep: Class 22 contains 157243 members 
Mstep: Class 23 contains 164426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180441056.000000 Penalty: 77136.718750
Iteration 117Q: 23 clusters Score -1.804411e+08 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 61712 members 
Mstep: Class 3 contains 3840 members 
Mstep: Class 4 contains 167727 members 
Mstep: Class 5 contains 32795 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 204121 members 
Mstep: Class 8 contains 62278 members 
Mstep: Class 9 contains 2677 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 51922 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2415 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 150442 members 
Mstep: Class 16 contains 12015 members 
Mstep: Class 17 contains 65330 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 20 contains 103228 members 
Mstep: Class 21 contains 80552 members 
Mstep: Class 22 contains 157416 members 
Mstep: Class 23 contains 164639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180441760.000000 Penalty: 77136.718750
Iteration 118Q: 23 clusters Score -1.804418e+08 nChanged 5622
Entering ConstructFrom: 
Score: -180441760.000000 Penalty: 77136.718750
Entering ConstructFrom: 
Trying to split cluster 1 (54590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Entering Unmasked Estep 
Score: -7044210.000000 Penalty: 2705.086426
	Iteration 0F: 2 clusters Score -7044210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -7007510.000000 Penalty: 5410.172852
	Iteration 0F: 3 clusters Score -7007510 nChanged 25387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -7021387.500000 Penalty: 5410.172852
	Iteration 1F: 3 clusters Score -7021388 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -7021887.500000 Penalty: 5410.172852
	Iteration 2Q: 3 clusters Score -7021888 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -7022391.000000 Penalty: 5410.172852
	Iteration 3Q: 3 clusters Score -7022391 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -7022925.000000 Penalty: 5410.172852
	Iteration 4Q: 3 clusters Score -7022925 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -7023505.500000 Penalty: 5410.172852
	Iteration 5Q: 3 clusters Score -7023506 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -7024282.500000 Penalty: 5410.172852
	Iteration 6Q: 3 clusters Score -7024282 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -7025221.000000 Penalty: 5410.172852
	Iteration 7Q: 3 clusters Score -7025221 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -7026619.500000 Penalty: 5410.172852
	Iteration 8Q: 3 clusters Score -7026620 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -7028291.500000 Penalty: 5410.172852
	Iteration 9Q: 3 clusters Score -7028292 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -7030485.000000 Penalty: 5410.172852
	Iteration 10F: 3 clusters Score -7030485 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -7033032.500000 Penalty: 5410.172852
	Iteration 11F: 3 clusters Score -7033032 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -7035564.000000 Penalty: 5410.172852
	Iteration 12F: 3 clusters Score -7035564 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -7037682.500000 Penalty: 5410.172852
	Iteration 13Q: 3 clusters Score -7037682 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -7039247.500000 Penalty: 5410.172852
	Iteration 14Q: 3 clusters Score -7039248 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50402 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -7040214.000000 Penalty: 5410.172852
	Iteration 15Q: 3 clusters Score -7040214 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -7040795.000000 Penalty: 5410.172852
	Iteration 16Q: 3 clusters Score -7040795 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -7041172.500000 Penalty: 5410.172852
	Iteration 17Q: 3 clusters Score -7041172 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52412 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -7041398.500000 Penalty: 5410.172852
	Iteration 18Q: 3 clusters Score -7041398 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -7041528.500000 Penalty: 5410.172852
	Iteration 19Q: 3 clusters Score -7041528 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7041616.500000 Penalty: 5410.172852
	Iteration 20F: 3 clusters Score -7041616 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53041 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7041693.500000 Penalty: 5410.172852
	Iteration 21Q: 3 clusters Score -7041694 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -7041775.500000 Penalty: 5410.172852
	Iteration 22Q: 3 clusters Score -7041776 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -7041808.000000 Penalty: 5410.172852
	Iteration 23Q: 3 clusters Score -7041808 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7041836.000000 Penalty: 5410.172852
	Iteration 24Q: 3 clusters Score -7041836 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7041882.000000 Penalty: 5410.172852
	Iteration 25Q: 3 clusters Score -7041882 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53430 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7041911.000000 Penalty: 5410.172852
	Iteration 26Q: 3 clusters Score -7041911 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53459 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -7041940.000000 Penalty: 5410.172852
	Iteration 27Q: 3 clusters Score -7041940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -7041952.500000 Penalty: 5410.172852
	Iteration 28Q: 3 clusters Score -7041952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7041964.000000 Penalty: 5410.172852
	Iteration 29Q: 3 clusters Score -7041964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7041971.000000 Penalty: 5410.172852
	Iteration 30Q: 3 clusters Score -7041971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53531 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7041979.500000 Penalty: 5410.172852
	Iteration 31Q: 3 clusters Score -7041980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53545 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7041984.500000 Penalty: 5410.172852
	Iteration 32Q: 3 clusters Score -7041984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53563 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7041991.000000 Penalty: 5410.172852
	Iteration 33Q: 3 clusters Score -7041991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53574 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7041990.500000 Penalty: 5410.172852
	Iteration 34Q: 3 clusters Score -7041990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53587 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7041987.000000 Penalty: 5410.172852
	Iteration 35Q: 3 clusters Score -7041987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53597 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7041996.000000 Penalty: 5410.172852
	Iteration 36Q: 3 clusters Score -7041996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53609 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7041995.500000 Penalty: 5410.172852
	Iteration 37Q: 3 clusters Score -7041996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7042000.000000 Penalty: 5410.172852
	Iteration 38Q: 3 clusters Score -7042000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -7042012.500000 Penalty: 5410.172852
	Iteration 39Q: 3 clusters Score -7042012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7042019.500000 Penalty: 5410.172852
	Iteration 40F: 3 clusters Score -7042020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7042016.500000 Penalty: 5410.172852
	Iteration 41Q: 3 clusters Score -7042016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7042022.000000 Penalty: 5410.172852
	Iteration 42Q: 3 clusters Score -7042022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7042027.500000 Penalty: 5410.172852
	Iteration 43Q: 3 clusters Score -7042028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -7042023.500000 Penalty: 5410.172852
	Iteration 44Q: 3 clusters Score -7042024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7042029.500000 Penalty: 5410.172852
	Iteration 45Q: 3 clusters Score -7042030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7042027.000000 Penalty: 5410.172852
	Iteration 46Q: 3 clusters Score -7042027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -7042026.000000 Penalty: 5410.172852
	Iteration 47Q: 3 clusters Score -7042026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7042031.500000 Penalty: 5410.172852
	Iteration 48Q: 3 clusters Score -7042032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7042028.000000 Penalty: 5410.172852
	Iteration 49Q: 3 clusters Score -7042028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53635 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7042023.500000 Penalty: 5410.172852
	Iteration 50Q: 3 clusters Score -7042024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53636 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7042021.500000 Penalty: 5410.172852
	Iteration 51Q: 3 clusters Score -7042022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7042016.000000 Penalty: 5410.172852
	Iteration 52Q: 3 clusters Score -7042016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -7042022.500000 Penalty: 5410.172852
	Iteration 53Q: 3 clusters Score -7042022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53643 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7042026.500000 Penalty: 5410.172852
	Iteration 54Q: 3 clusters Score -7042026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7042026.500000 Penalty: 5410.172852
	Iteration 55Q: 3 clusters Score -7042026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7042031.000000 Penalty: 5410.172852
	Iteration 56Q: 3 clusters Score -7042031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53645 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7042030.000000 Penalty: 5410.172852
	Iteration 57Q: 3 clusters Score -7042030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53645 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7042030.000000 Penalty: 5410.172852
	Iteration 58F: 3 clusters Score -7042030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (61658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61658 members 
Entering Unmasked Estep 
Score: -8186327.500000 Penalty: 2735.280762
	Iteration 0F: 2 clusters Score -8186328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -8144939.500000 Penalty: 5470.561523
	Iteration 0F: 3 clusters Score -8144940 nChanged 28698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -8161057.500000 Penalty: 5470.561523
	Iteration 1F: 3 clusters Score -8161058 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -8161837.500000 Penalty: 5470.561523
	Iteration 2Q: 3 clusters Score -8161838 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -8162800.000000 Penalty: 5470.561523
	Iteration 3Q: 3 clusters Score -8162800 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -8164363.500000 Penalty: 5470.561523
	Iteration 4F: 3 clusters Score -8164364 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -8166925.000000 Penalty: 5470.561523
	Iteration 5F: 3 clusters Score -8166925 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -8170724.500000 Penalty: 5470.561523
	Iteration 6F: 3 clusters Score -8170724 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52675 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -8175604.500000 Penalty: 5470.561523
	Iteration 7F: 3 clusters Score -8175604 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56911 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -8179765.500000 Penalty: 5470.561523
	Iteration 8F: 3 clusters Score -8179766 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59425 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -8182197.000000 Penalty: 5470.561523
	Iteration 9Q: 3 clusters Score -8182197 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60539 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -8183250.000000 Penalty: 5470.561523
	Iteration 10Q: 3 clusters Score -8183250 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60969 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8183669.500000 Penalty: 5470.561523
	Iteration 11Q: 3 clusters Score -8183670 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8183805.000000 Penalty: 5470.561523
	Iteration 12Q: 3 clusters Score -8183805 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61193 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8183877.500000 Penalty: 5470.561523
	Iteration 13Q: 3 clusters Score -8183878 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61228 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8183923.500000 Penalty: 5470.561523
	Iteration 14Q: 3 clusters Score -8183924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61248 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8183947.500000 Penalty: 5470.561523
	Iteration 15Q: 3 clusters Score -8183948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61258 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8183965.000000 Penalty: 5470.561523
	Iteration 16Q: 3 clusters Score -8183965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61266 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8183960.000000 Penalty: 5470.561523
	Iteration 17Q: 3 clusters Score -8183960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61271 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8183970.000000 Penalty: 5470.561523
	Iteration 18Q: 3 clusters Score -8183970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61275 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8183990.500000 Penalty: 5470.561523
	Iteration 19Q: 3 clusters Score -8183990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61277 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8184002.000000 Penalty: 5470.561523
	Iteration 20F: 3 clusters Score -8184002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61278 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8184006.500000 Penalty: 5470.561523
	Iteration 21Q: 3 clusters Score -8184006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61280 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8184015.500000 Penalty: 5470.561523
	Iteration 22Q: 3 clusters Score -8184016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61281 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8184011.000000 Penalty: 5470.561523
	Iteration 23Q: 3 clusters Score -8184011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61284 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8184007.500000 Penalty: 5470.561523
	Iteration 24Q: 3 clusters Score -8184008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61287 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8184009.500000 Penalty: 5470.561523
	Iteration 25Q: 3 clusters Score -8184010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61293 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8184019.000000 Penalty: 5470.561523
	Iteration 26Q: 3 clusters Score -8184019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61294 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8184020.000000 Penalty: 5470.561523
	Iteration 27Q: 3 clusters Score -8184020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61293 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8184017.500000 Penalty: 5470.561523
	Iteration 28Q: 3 clusters Score -8184018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61294 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8184020.000000 Penalty: 5470.561523
	Iteration 29Q: 3 clusters Score -8184020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61295 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8184016.000000 Penalty: 5470.561523
	Iteration 30Q: 3 clusters Score -8184016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61293 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8184022.500000 Penalty: 5470.561523
	Iteration 31Q: 3 clusters Score -8184022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61293 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8184022.500000 Penalty: 5470.561523
	Iteration 32F: 3 clusters Score -8184022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Entering Unmasked Estep 
Score: -482107.781250 Penalty: 2045.764893
	Iteration 0F: 2 clusters Score -482107.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -478294.093750 Penalty: 4091.529785
	Iteration 0F: 3 clusters Score -478294.1 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -479216.093750 Penalty: 4091.529785
	Iteration 1F: 3 clusters Score -479216.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -479488.125000 Penalty: 4091.529785
	Iteration 2F: 3 clusters Score -479488.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -479679.843750 Penalty: 4091.529785
	Iteration 3F: 3 clusters Score -479679.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -479800.750000 Penalty: 4091.529785
	Iteration 4Q: 3 clusters Score -479800.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -479885.437500 Penalty: 4091.529785
	Iteration 5Q: 3 clusters Score -479885.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -479966.218750 Penalty: 4091.529785
	Iteration 6Q: 3 clusters Score -479966.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -480032.593750 Penalty: 4091.529785
	Iteration 7Q: 3 clusters Score -480032.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -480088.875000 Penalty: 4091.529785
	Iteration 8Q: 3 clusters Score -480088.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -480133.937500 Penalty: 4091.529785
	Iteration 9Q: 3 clusters Score -480133.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -480161.656250 Penalty: 4091.529785
	Iteration 10Q: 3 clusters Score -480161.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -480186.093750 Penalty: 4091.529785
	Iteration 11Q: 3 clusters Score -480186.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -480199.906250 Penalty: 4091.529785
	Iteration 12Q: 3 clusters Score -480199.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -480212.531250 Penalty: 4091.529785
	Iteration 13Q: 3 clusters Score -480212.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -480221.968750 Penalty: 4091.529785
	Iteration 14Q: 3 clusters Score -480222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -480233.125000 Penalty: 4091.529785
	Iteration 15Q: 3 clusters Score -480233.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -480244.593750 Penalty: 4091.529785
	Iteration 16Q: 3 clusters Score -480244.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -480249.843750 Penalty: 4091.529785
	Iteration 17Q: 3 clusters Score -480249.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -480254.500000 Penalty: 4091.529785
	Iteration 18Q: 3 clusters Score -480254.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -480261.031250 Penalty: 4091.529785
	Iteration 19Q: 3 clusters Score -480261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -480263.437500 Penalty: 4091.529785
	Iteration 20F: 3 clusters Score -480263.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -480270.406250 Penalty: 4091.529785
	Iteration 21Q: 3 clusters Score -480270.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -480277.281250 Penalty: 4091.529785
	Iteration 22Q: 3 clusters Score -480277.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -480289.718750 Penalty: 4091.529785
	Iteration 23Q: 3 clusters Score -480289.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -480300.031250 Penalty: 4091.529785
	Iteration 24Q: 3 clusters Score -480300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -480307.562500 Penalty: 4091.529785
	Iteration 25Q: 3 clusters Score -480307.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -480313.218750 Penalty: 4091.529785
	Iteration 26Q: 3 clusters Score -480313.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -480317.625000 Penalty: 4091.529785
	Iteration 27Q: 3 clusters Score -480317.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -480320.531250 Penalty: 4091.529785
	Iteration 28Q: 3 clusters Score -480320.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -480321.343750 Penalty: 4091.529785
	Iteration 29Q: 3 clusters Score -480321.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -480322.156250 Penalty: 4091.529785
	Iteration 30Q: 3 clusters Score -480322.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -480322.156250 Penalty: 4091.529785
	Iteration 31F: 3 clusters Score -480322.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (168181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168181 members 
Entering Unmasked Estep 
Score: -22600094.000000 Penalty: 2984.133301
	Iteration 0F: 2 clusters Score -2.260009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83919 members 
Mstep: Class 2 contains 84262 members 
Entering Unmasked Estep 
Score: -22488800.000000 Penalty: 5968.266602
	Iteration 0F: 3 clusters Score -2.24888e+07 nChanged 80668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81987 members 
Mstep: Class 2 contains 86194 members 
Entering Unmasked Estep 
Score: -22535724.000000 Penalty: 5968.266602
	Iteration 1F: 3 clusters Score -2.253572e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80442 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -22536658.000000 Penalty: 5968.266602
	Iteration 2Q: 3 clusters Score -2.253666e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77870 members 
Mstep: Class 2 contains 90311 members 
Entering Unmasked Estep 
Score: -22537916.000000 Penalty: 5968.266602
	Iteration 3Q: 3 clusters Score -2.253792e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73890 members 
Mstep: Class 2 contains 94291 members 
Entering Unmasked Estep 
Score: -22540032.000000 Penalty: 5968.266602
	Iteration 4Q: 3 clusters Score -2.254003e+07 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68024 members 
Mstep: Class 2 contains 100157 members 
Entering Unmasked Estep 
Score: -22543368.000000 Penalty: 5968.266602
	Iteration 5Q: 3 clusters Score -2.254337e+07 nChanged 10283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 108834 members 
Entering Unmasked Estep 
Score: -22549512.000000 Penalty: 5968.266602
	Iteration 6F: 3 clusters Score -2.254951e+07 nChanged 13003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 120521 members 
Entering Unmasked Estep 
Score: -22559878.000000 Penalty: 5968.266602
	Iteration 7F: 3 clusters Score -2.255988e+07 nChanged 13898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 133331 members 
Entering Unmasked Estep 
Score: -22572358.000000 Penalty: 5968.266602
	Iteration 8F: 3 clusters Score -2.257236e+07 nChanged 11373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 143756 members 
Entering Unmasked Estep 
Score: -22583424.000000 Penalty: 5968.266602
	Iteration 9F: 3 clusters Score -2.258342e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 150001 members 
Entering Unmasked Estep 
Score: -22590370.000000 Penalty: 5968.266602
	Iteration 10Q: 3 clusters Score -2.259037e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 153374 members 
Entering Unmasked Estep 
Score: -22593720.000000 Penalty: 5968.266602
	Iteration 11Q: 3 clusters Score -2.259372e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 155586 members 
Entering Unmasked Estep 
Score: -22595226.000000 Penalty: 5968.266602
	Iteration 12Q: 3 clusters Score -2.259523e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 157277 members 
Entering Unmasked Estep 
Score: -22596220.000000 Penalty: 5968.266602
	Iteration 13Q: 3 clusters Score -2.259622e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 158666 members 
Entering Unmasked Estep 
Score: -22596744.000000 Penalty: 5968.266602
	Iteration 14Q: 3 clusters Score -2.259674e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 159766 members 
Entering Unmasked Estep 
Score: -22597134.000000 Penalty: 5968.266602
	Iteration 15Q: 3 clusters Score -2.259713e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 160732 members 
Entering Unmasked Estep 
Score: -22597446.000000 Penalty: 5968.266602
	Iteration 16Q: 3 clusters Score -2.259745e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 161535 members 
Entering Unmasked Estep 
Score: -22597556.000000 Penalty: 5968.266602
	Iteration 17Q: 3 clusters Score -2.259756e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 162202 members 
Entering Unmasked Estep 
Score: -22597686.000000 Penalty: 5968.266602
	Iteration 18Q: 3 clusters Score -2.259769e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 162774 members 
Entering Unmasked Estep 
Score: -22597792.000000 Penalty: 5968.266602
	Iteration 19Q: 3 clusters Score -2.259779e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 163256 members 
Entering Unmasked Estep 
Score: -22597940.000000 Penalty: 5968.266602
	Iteration 20F: 3 clusters Score -2.259794e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 163690 members 
Entering Unmasked Estep 
Score: -22598100.000000 Penalty: 5968.266602
	Iteration 21Q: 3 clusters Score -2.25981e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 164076 members 
Entering Unmasked Estep 
Score: -22598162.000000 Penalty: 5968.266602
	Iteration 22Q: 3 clusters Score -2.259816e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 164404 members 
Entering Unmasked Estep 
Score: -22598240.000000 Penalty: 5968.266602
	Iteration 23Q: 3 clusters Score -2.259824e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 164687 members 
Entering Unmasked Estep 
Score: -22598226.000000 Penalty: 5968.266602
	Iteration 24Q: 3 clusters Score -2.259823e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 164933 members 
Entering Unmasked Estep 
Score: -22598234.000000 Penalty: 5968.266602
	Iteration 25Q: 3 clusters Score -2.259823e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 165129 members 
Entering Unmasked Estep 
Score: -22598240.000000 Penalty: 5968.266602
	Iteration 26Q: 3 clusters Score -2.259824e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 165292 members 
Entering Unmasked Estep 
Score: -22598242.000000 Penalty: 5968.266602
	Iteration 27Q: 3 clusters Score -2.259824e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 165406 members 
Entering Unmasked Estep 
Score: -22598248.000000 Penalty: 5968.266602
	Iteration 28Q: 3 clusters Score -2.259825e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 165512 members 
Entering Unmasked Estep 
Score: -22598238.000000 Penalty: 5968.266602
	Iteration 29Q: 3 clusters Score -2.259824e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 165609 members 
Entering Unmasked Estep 
Score: -22598240.000000 Penalty: 5968.266602
	Iteration 30Q: 3 clusters Score -2.259824e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 165680 members 
Entering Unmasked Estep 
Score: -22598268.000000 Penalty: 5968.266602
	Iteration 31Q: 3 clusters Score -2.259827e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 165752 members 
Entering Unmasked Estep 
Score: -22598270.000000 Penalty: 5968.266602
	Iteration 32Q: 3 clusters Score -2.259827e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 165824 members 
Entering Unmasked Estep 
Score: -22598292.000000 Penalty: 5968.266602
	Iteration 33Q: 3 clusters Score -2.259829e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 165886 members 
Entering Unmasked Estep 
Score: -22598272.000000 Penalty: 5968.266602
	Iteration 34Q: 3 clusters Score -2.259827e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 165932 members 
Entering Unmasked Estep 
Score: -22598262.000000 Penalty: 5968.266602
	Iteration 35Q: 3 clusters Score -2.259826e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 165981 members 
Entering Unmasked Estep 
Score: -22598250.000000 Penalty: 5968.266602
	Iteration 36Q: 3 clusters Score -2.259825e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 166019 members 
Entering Unmasked Estep 
Score: -22598228.000000 Penalty: 5968.266602
	Iteration 37Q: 3 clusters Score -2.259823e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 166059 members 
Entering Unmasked Estep 
Score: -22598230.000000 Penalty: 5968.266602
	Iteration 38Q: 3 clusters Score -2.259823e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 166089 members 
Entering Unmasked Estep 
Score: -22598212.000000 Penalty: 5968.266602
	Iteration 39Q: 3 clusters Score -2.259821e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 166122 members 
Entering Unmasked Estep 
Score: -22598236.000000 Penalty: 5968.266602
	Iteration 40F: 3 clusters Score -2.259824e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 166154 members 
Entering Unmasked Estep 
Score: -22598230.000000 Penalty: 5968.266602
	Iteration 41Q: 3 clusters Score -2.259823e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 166183 members 
Entering Unmasked Estep 
Score: -22598240.000000 Penalty: 5968.266602
	Iteration 42Q: 3 clusters Score -2.259824e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 166205 members 
Entering Unmasked Estep 
Score: -22598216.000000 Penalty: 5968.266602
	Iteration 43Q: 3 clusters Score -2.259822e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 166228 members 
Entering Unmasked Estep 
Score: -22598240.000000 Penalty: 5968.266602
	Iteration 44Q: 3 clusters Score -2.259824e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 166248 members 
Entering Unmasked Estep 
Score: -22598234.000000 Penalty: 5968.266602
	Iteration 45Q: 3 clusters Score -2.259823e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 166263 members 
Entering Unmasked Estep 
Score: -22598238.000000 Penalty: 5968.266602
	Iteration 46Q: 3 clusters Score -2.259824e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 166277 members 
Entering Unmasked Estep 
Score: -22598240.000000 Penalty: 5968.266602
	Iteration 47Q: 3 clusters Score -2.259824e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 166293 members 
Entering Unmasked Estep 
Score: -22598234.000000 Penalty: 5968.266602
	Iteration 48Q: 3 clusters Score -2.259823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 166307 members 
Entering Unmasked Estep 
Score: -22598214.000000 Penalty: 5968.266602
	Iteration 49Q: 3 clusters Score -2.259821e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 166324 members 
Entering Unmasked Estep 
Score: -22598242.000000 Penalty: 5968.266602
	Iteration 50Q: 3 clusters Score -2.259824e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 166339 members 
Entering Unmasked Estep 
Score: -22598222.000000 Penalty: 5968.266602
	Iteration 51Q: 3 clusters Score -2.259822e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 166360 members 
Entering Unmasked Estep 
Score: -22598282.000000 Penalty: 5968.266602
	Iteration 52Q: 3 clusters Score -2.259828e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 166378 members 
Entering Unmasked Estep 
Score: -22598276.000000 Penalty: 5968.266602
	Iteration 53Q: 3 clusters Score -2.259828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 166389 members 
Entering Unmasked Estep 
Score: -22598264.000000 Penalty: 5968.266602
	Iteration 54Q: 3 clusters Score -2.259826e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 166402 members 
Entering Unmasked Estep 
Score: -22598254.000000 Penalty: 5968.266602
	Iteration 55Q: 3 clusters Score -2.259825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 166408 members 
Entering Unmasked Estep 
Score: -22598270.000000 Penalty: 5968.266602
	Iteration 56Q: 3 clusters Score -2.259827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 166414 members 
Entering Unmasked Estep 
Score: -22598260.000000 Penalty: 5968.266602
	Iteration 57Q: 3 clusters Score -2.259826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 166422 members 
Entering Unmasked Estep 
Score: -22598266.000000 Penalty: 5968.266602
	Iteration 58Q: 3 clusters Score -2.259827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 166429 members 
Entering Unmasked Estep 
Score: -22598268.000000 Penalty: 5968.266602
	Iteration 59Q: 3 clusters Score -2.259827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 166434 members 
Entering Unmasked Estep 
Score: -22598274.000000 Penalty: 5968.266602
	Iteration 60F: 3 clusters Score -2.259827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 166438 members 
Entering Unmasked Estep 
Score: -22598268.000000 Penalty: 5968.266602
	Iteration 61Q: 3 clusters Score -2.259827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 166440 members 
Entering Unmasked Estep 
Score: -22598272.000000 Penalty: 5968.266602
	Iteration 62Q: 3 clusters Score -2.259827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 166443 members 
Entering Unmasked Estep 
Score: -22598272.000000 Penalty: 5968.266602
	Iteration 63Q: 3 clusters Score -2.259827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 166445 members 
Entering Unmasked Estep 
Score: -22598258.000000 Penalty: 5968.266602
	Iteration 64Q: 3 clusters Score -2.259826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 166450 members 
Entering Unmasked Estep 
Score: -22598252.000000 Penalty: 5968.266602
	Iteration 65Q: 3 clusters Score -2.259825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 166452 members 
Entering Unmasked Estep 
Score: -22598244.000000 Penalty: 5968.266602
	Iteration 66Q: 3 clusters Score -2.259824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 166454 members 
Entering Unmasked Estep 
Score: -22598248.000000 Penalty: 5968.266602
	Iteration 67Q: 3 clusters Score -2.259825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 166453 members 
Entering Unmasked Estep 
Score: -22598246.000000 Penalty: 5968.266602
	Iteration 68Q: 3 clusters Score -2.259825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 166452 members 
Entering Unmasked Estep 
Score: -22598248.000000 Penalty: 5968.266602
	Iteration 69Q: 3 clusters Score -2.259825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 166454 members 
Entering Unmasked Estep 
Score: -22598244.000000 Penalty: 5968.266602
	Iteration 70Q: 3 clusters Score -2.259824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 166456 members 
Entering Unmasked Estep 
Score: -22598246.000000 Penalty: 5968.266602
	Iteration 71Q: 3 clusters Score -2.259825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 166457 members 
Entering Unmasked Estep 
Score: -22598246.000000 Penalty: 5968.266602
	Iteration 72Q: 3 clusters Score -2.259825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 166458 members 
Entering Unmasked Estep 
Score: -22598246.000000 Penalty: 5968.266602
	Iteration 73Q: 3 clusters Score -2.259825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 166458 members 
Entering Unmasked Estep 
Score: -22598246.000000 Penalty: 5968.266602
	Iteration 74F: 3 clusters Score -2.259825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Entering Unmasked Estep 
Score: -4665211.000000 Penalty: 2580.985107
	Iteration 0F: 2 clusters Score -4665211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -4642729.000000 Penalty: 5161.970215
	Iteration 0F: 3 clusters Score -4642729 nChanged 14819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -4650617.000000 Penalty: 5161.970215
	Iteration 1F: 3 clusters Score -4650617 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -4651069.500000 Penalty: 5161.970215
	Iteration 2Q: 3 clusters Score -4651070 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -4651568.500000 Penalty: 5161.970215
	Iteration 3Q: 3 clusters Score -4651568 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -4652300.000000 Penalty: 5161.970215
	Iteration 4Q: 3 clusters Score -4652300 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -4653424.500000 Penalty: 5161.970215
	Iteration 5F: 3 clusters Score -4653424 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -4655140.000000 Penalty: 5161.970215
	Iteration 6F: 3 clusters Score -4655140 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -4657500.500000 Penalty: 5161.970215
	Iteration 7F: 3 clusters Score -4657500 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -4659848.000000 Penalty: 5161.970215
	Iteration 8F: 3 clusters Score -4659848 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -4661569.500000 Penalty: 5161.970215
	Iteration 9F: 3 clusters Score -4661570 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -4662357.500000 Penalty: 5161.970215
	Iteration 10Q: 3 clusters Score -4662358 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -4662691.000000 Penalty: 5161.970215
	Iteration 11Q: 3 clusters Score -4662691 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -4662778.500000 Penalty: 5161.970215
	Iteration 12Q: 3 clusters Score -4662778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -4662829.000000 Penalty: 5161.970215
	Iteration 13Q: 3 clusters Score -4662829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -4662856.000000 Penalty: 5161.970215
	Iteration 14Q: 3 clusters Score -4662856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -4662869.000000 Penalty: 5161.970215
	Iteration 15Q: 3 clusters Score -4662869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -4662876.500000 Penalty: 5161.970215
	Iteration 16Q: 3 clusters Score -4662876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -4662884.000000 Penalty: 5161.970215
	Iteration 17Q: 3 clusters Score -4662884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -4662887.000000 Penalty: 5161.970215
	Iteration 18Q: 3 clusters Score -4662887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -4662887.000000 Penalty: 5161.970215
	Iteration 19F: 3 clusters Score -4662887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Entering Unmasked Estep 
Score: -28971.980469 Penalty: 1404.414185
	Iteration 0F: 2 clusters Score -28971.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27863.611328 Penalty: 2808.828369
	Iteration 0F: 3 clusters Score -27863.61 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28165.677734 Penalty: 2808.828369
	Iteration 1F: 3 clusters Score -28165.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28276.253906 Penalty: 2808.828369
	Iteration 2F: 3 clusters Score -28276.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28314.900391 Penalty: 2808.828369
	Iteration 3Q: 3 clusters Score -28314.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28341.576172 Penalty: 2808.828369
	Iteration 4Q: 3 clusters Score -28341.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28361.597656 Penalty: 2808.828369
	Iteration 5Q: 3 clusters Score -28361.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28367.050781 Penalty: 2808.828369
	Iteration 6Q: 3 clusters Score -28367.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28376.867188 Penalty: 2808.828369
	Iteration 7Q: 3 clusters Score -28376.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28376.867188 Penalty: 2808.828369
	Iteration 8F: 3 clusters Score -28376.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (202667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202667 members 
Entering Unmasked Estep 
Score: -26771940.000000 Penalty: 3030.391113
	Iteration 0F: 2 clusters Score -2.677194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101266 members 
Mstep: Class 2 contains 101401 members 
Entering Unmasked Estep 
Score: -26640734.000000 Penalty: 6060.782227
	Iteration 0F: 3 clusters Score -2.664073e+07 nChanged 97453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97821 members 
Mstep: Class 2 contains 104846 members 
Entering Unmasked Estep 
Score: -26697808.000000 Penalty: 6060.782227
	Iteration 1F: 3 clusters Score -2.669781e+07 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95156 members 
Mstep: Class 2 contains 107511 members 
Entering Unmasked Estep 
Score: -26699050.000000 Penalty: 6060.782227
	Iteration 2Q: 3 clusters Score -2.669905e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90790 members 
Mstep: Class 2 contains 111877 members 
Entering Unmasked Estep 
Score: -26701228.000000 Penalty: 6060.782227
	Iteration 3Q: 3 clusters Score -2.670123e+07 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84215 members 
Mstep: Class 2 contains 118452 members 
Entering Unmasked Estep 
Score: -26705252.000000 Penalty: 6060.782227
	Iteration 4Q: 3 clusters Score -2.670525e+07 nChanged 11890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74639 members 
Mstep: Class 2 contains 128028 members 
Entering Unmasked Estep 
Score: -26711650.000000 Penalty: 6060.782227
	Iteration 5F: 3 clusters Score -2.671165e+07 nChanged 14358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62357 members 
Mstep: Class 2 contains 140310 members 
Entering Unmasked Estep 
Score: -26721190.000000 Penalty: 6060.782227
	Iteration 6F: 3 clusters Score -2.672119e+07 nChanged 15617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 154437 members 
Entering Unmasked Estep 
Score: -26732740.000000 Penalty: 6060.782227
	Iteration 7F: 3 clusters Score -2.673274e+07 nChanged 15100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 168683 members 
Entering Unmasked Estep 
Score: -26744980.000000 Penalty: 6060.782227
	Iteration 8F: 3 clusters Score -2.674498e+07 nChanged 12867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 181204 members 
Entering Unmasked Estep 
Score: -26754908.000000 Penalty: 6060.782227
	Iteration 9F: 3 clusters Score -2.675491e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 190370 members 
Entering Unmasked Estep 
Score: -26762074.000000 Penalty: 6060.782227
	Iteration 10Q: 3 clusters Score -2.676207e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 196039 members 
Entering Unmasked Estep 
Score: -26766152.000000 Penalty: 6060.782227
	Iteration 11Q: 3 clusters Score -2.676615e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 199029 members 
Entering Unmasked Estep 
Score: -26767992.000000 Penalty: 6060.782227
	Iteration 12Q: 3 clusters Score -2.676799e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 200509 members 
Entering Unmasked Estep 
Score: -26768834.000000 Penalty: 6060.782227
	Iteration 13Q: 3 clusters Score -2.676883e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 201210 members 
Entering Unmasked Estep 
Score: -26769194.000000 Penalty: 6060.782227
	Iteration 14Q: 3 clusters Score -2.676919e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 201535 members 
Entering Unmasked Estep 
Score: -26769404.000000 Penalty: 6060.782227
	Iteration 15Q: 3 clusters Score -2.67694e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 201710 members 
Entering Unmasked Estep 
Score: -26769474.000000 Penalty: 6060.782227
	Iteration 16Q: 3 clusters Score -2.676947e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 201797 members 
Entering Unmasked Estep 
Score: -26769528.000000 Penalty: 6060.782227
	Iteration 17Q: 3 clusters Score -2.676953e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 201851 members 
Entering Unmasked Estep 
Score: -26769546.000000 Penalty: 6060.782227
	Iteration 18Q: 3 clusters Score -2.676955e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 201888 members 
Entering Unmasked Estep 
Score: -26769570.000000 Penalty: 6060.782227
	Iteration 19Q: 3 clusters Score -2.676957e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 201914 members 
Entering Unmasked Estep 
Score: -26769548.000000 Penalty: 6060.782227
	Iteration 20F: 3 clusters Score -2.676955e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 201931 members 
Entering Unmasked Estep 
Score: -26769576.000000 Penalty: 6060.782227
	Iteration 21Q: 3 clusters Score -2.676958e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 201946 members 
Entering Unmasked Estep 
Score: -26769570.000000 Penalty: 6060.782227
	Iteration 22Q: 3 clusters Score -2.676957e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 201959 members 
Entering Unmasked Estep 
Score: -26769588.000000 Penalty: 6060.782227
	Iteration 23Q: 3 clusters Score -2.676959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 201969 members 
Entering Unmasked Estep 
Score: -26769588.000000 Penalty: 6060.782227
	Iteration 24Q: 3 clusters Score -2.676959e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 201975 members 
Entering Unmasked Estep 
Score: -26769602.000000 Penalty: 6060.782227
	Iteration 25Q: 3 clusters Score -2.67696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 201981 members 
Entering Unmasked Estep 
Score: -26769572.000000 Penalty: 6060.782227
	Iteration 26Q: 3 clusters Score -2.676957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 201987 members 
Entering Unmasked Estep 
Score: -26769602.000000 Penalty: 6060.782227
	Iteration 27Q: 3 clusters Score -2.67696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 201991 members 
Entering Unmasked Estep 
Score: -26769608.000000 Penalty: 6060.782227
	Iteration 28Q: 3 clusters Score -2.676961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 201992 members 
Entering Unmasked Estep 
Score: -26769596.000000 Penalty: 6060.782227
	Iteration 29Q: 3 clusters Score -2.67696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 201993 members 
Entering Unmasked Estep 
Score: -26769592.000000 Penalty: 6060.782227
	Iteration 30Q: 3 clusters Score -2.676959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 201997 members 
Entering Unmasked Estep 
Score: -26769592.000000 Penalty: 6060.782227
	Iteration 31Q: 3 clusters Score -2.676959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 201999 members 
Entering Unmasked Estep 
Score: -26769604.000000 Penalty: 6060.782227
	Iteration 32Q: 3 clusters Score -2.67696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 202008 members 
Entering Unmasked Estep 
Score: -26769612.000000 Penalty: 6060.782227
	Iteration 33Q: 3 clusters Score -2.676961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 202010 members 
Entering Unmasked Estep 
Score: -26769618.000000 Penalty: 6060.782227
	Iteration 34Q: 3 clusters Score -2.676962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 202015 members 
Entering Unmasked Estep 
Score: -26769606.000000 Penalty: 6060.782227
	Iteration 35Q: 3 clusters Score -2.676961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 202019 members 
Entering Unmasked Estep 
Score: -26769620.000000 Penalty: 6060.782227
	Iteration 36Q: 3 clusters Score -2.676962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 202024 members 
Entering Unmasked Estep 
Score: -26769614.000000 Penalty: 6060.782227
	Iteration 37Q: 3 clusters Score -2.676961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 202027 members 
Entering Unmasked Estep 
Score: -26769612.000000 Penalty: 6060.782227
	Iteration 38Q: 3 clusters Score -2.676961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 202031 members 
Entering Unmasked Estep 
Score: -26769608.000000 Penalty: 6060.782227
	Iteration 39Q: 3 clusters Score -2.676961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 202034 members 
Entering Unmasked Estep 
Score: -26769622.000000 Penalty: 6060.782227
	Iteration 40F: 3 clusters Score -2.676962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 202035 members 
Entering Unmasked Estep 
Score: -26769618.000000 Penalty: 6060.782227
	Iteration 41Q: 3 clusters Score -2.676962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 202035 members 
Entering Unmasked Estep 
Score: -26769626.000000 Penalty: 6060.782227
	Iteration 42Q: 3 clusters Score -2.676963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 202036 members 
Entering Unmasked Estep 
Score: -26769630.000000 Penalty: 6060.782227
	Iteration 43Q: 3 clusters Score -2.676963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 202036 members 
Entering Unmasked Estep 
Score: -26769630.000000 Penalty: 6060.782227
	Iteration 44F: 3 clusters Score -2.676963e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (62246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Entering Unmasked Estep 
Score: -8360863.000000 Penalty: 2737.634766
	Iteration 0F: 2 clusters Score -8360863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -8319353.000000 Penalty: 5475.269531
	Iteration 0F: 3 clusters Score -8319353 nChanged 28958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -8335630.500000 Penalty: 5475.269531
	Iteration 1F: 3 clusters Score -8335630 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -8336737.000000 Penalty: 5475.269531
	Iteration 2Q: 3 clusters Score -8336737 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -8338349.500000 Penalty: 5475.269531
	Iteration 3F: 3 clusters Score -8338350 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -8340671.000000 Penalty: 5475.269531
	Iteration 4F: 3 clusters Score -8340671 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -8343500.000000 Penalty: 5475.269531
	Iteration 5F: 3 clusters Score -8343500 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -8346717.000000 Penalty: 5475.269531
	Iteration 6F: 3 clusters Score -8346717 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -8349999.500000 Penalty: 5475.269531
	Iteration 7F: 3 clusters Score -8350000 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -8353001.500000 Penalty: 5475.269531
	Iteration 8F: 3 clusters Score -8353002 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -8355221.000000 Penalty: 5475.269531
	Iteration 9Q: 3 clusters Score -8355221 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -8356384.500000 Penalty: 5475.269531
	Iteration 10Q: 3 clusters Score -8356384 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 52176 members 
Entering Unmasked Estep 
Score: -8356958.000000 Penalty: 5475.269531
	Iteration 11Q: 3 clusters Score -8356958 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -8357275.000000 Penalty: 5475.269531
	Iteration 12Q: 3 clusters Score -8357275 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 53583 members 
Entering Unmasked Estep 
Score: -8357481.500000 Penalty: 5475.269531
	Iteration 13Q: 3 clusters Score -8357482 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -8357733.000000 Penalty: 5475.269531
	Iteration 14Q: 3 clusters Score -8357733 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -8357858.500000 Penalty: 5475.269531
	Iteration 15Q: 3 clusters Score -8357858 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 55211 members 
Entering Unmasked Estep 
Score: -8357979.500000 Penalty: 5475.269531
	Iteration 16Q: 3 clusters Score -8357980 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -8358143.000000 Penalty: 5475.269531
	Iteration 17Q: 3 clusters Score -8358143 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 56059 members 
Entering Unmasked Estep 
Score: -8358265.000000 Penalty: 5475.269531
	Iteration 18Q: 3 clusters Score -8358265 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 56429 members 
Entering Unmasked Estep 
Score: -8358343.500000 Penalty: 5475.269531
	Iteration 19Q: 3 clusters Score -8358344 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 56750 members 
Entering Unmasked Estep 
Score: -8358441.000000 Penalty: 5475.269531
	Iteration 20F: 3 clusters Score -8358441 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 57049 members 
Entering Unmasked Estep 
Score: -8358528.500000 Penalty: 5475.269531
	Iteration 21Q: 3 clusters Score -8358528 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -8358618.500000 Penalty: 5475.269531
	Iteration 22Q: 3 clusters Score -8358618 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 57629 members 
Entering Unmasked Estep 
Score: -8358707.500000 Penalty: 5475.269531
	Iteration 23Q: 3 clusters Score -8358708 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 57886 members 
Entering Unmasked Estep 
Score: -8358775.500000 Penalty: 5475.269531
	Iteration 24Q: 3 clusters Score -8358776 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 58116 members 
Entering Unmasked Estep 
Score: -8358840.500000 Penalty: 5475.269531
	Iteration 25Q: 3 clusters Score -8358840 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -8358885.000000 Penalty: 5475.269531
	Iteration 26Q: 3 clusters Score -8358885 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 58493 members 
Entering Unmasked Estep 
Score: -8358925.500000 Penalty: 5475.269531
	Iteration 27Q: 3 clusters Score -8358926 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 58645 members 
Entering Unmasked Estep 
Score: -8358962.000000 Penalty: 5475.269531
	Iteration 28Q: 3 clusters Score -8358962 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 58788 members 
Entering Unmasked Estep 
Score: -8359020.500000 Penalty: 5475.269531
	Iteration 29Q: 3 clusters Score -8359020 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 58928 members 
Entering Unmasked Estep 
Score: -8359055.500000 Penalty: 5475.269531
	Iteration 30Q: 3 clusters Score -8359056 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 59038 members 
Entering Unmasked Estep 
Score: -8359089.500000 Penalty: 5475.269531
	Iteration 31Q: 3 clusters Score -8359090 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 59139 members 
Entering Unmasked Estep 
Score: -8359078.500000 Penalty: 5475.269531
	Iteration 32Q: 3 clusters Score -8359078 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 59228 members 
Entering Unmasked Estep 
Score: -8359080.500000 Penalty: 5475.269531
	Iteration 33Q: 3 clusters Score -8359080 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 59309 members 
Entering Unmasked Estep 
Score: -8359071.500000 Penalty: 5475.269531
	Iteration 34Q: 3 clusters Score -8359072 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 59386 members 
Entering Unmasked Estep 
Score: -8359090.500000 Penalty: 5475.269531
	Iteration 35Q: 3 clusters Score -8359090 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 59443 members 
Entering Unmasked Estep 
Score: -8359096.000000 Penalty: 5475.269531
	Iteration 36Q: 3 clusters Score -8359096 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 59495 members 
Entering Unmasked Estep 
Score: -8359096.500000 Penalty: 5475.269531
	Iteration 37Q: 3 clusters Score -8359096 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 59543 members 
Entering Unmasked Estep 
Score: -8359118.500000 Penalty: 5475.269531
	Iteration 38Q: 3 clusters Score -8359118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 59586 members 
Entering Unmasked Estep 
Score: -8359140.000000 Penalty: 5475.269531
	Iteration 39Q: 3 clusters Score -8359140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 59633 members 
Entering Unmasked Estep 
Score: -8359133.500000 Penalty: 5475.269531
	Iteration 40F: 3 clusters Score -8359134 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 59671 members 
Entering Unmasked Estep 
Score: -8359146.500000 Penalty: 5475.269531
	Iteration 41Q: 3 clusters Score -8359146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 59710 members 
Entering Unmasked Estep 
Score: -8359148.000000 Penalty: 5475.269531
	Iteration 42Q: 3 clusters Score -8359148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 59751 members 
Entering Unmasked Estep 
Score: -8359152.000000 Penalty: 5475.269531
	Iteration 43Q: 3 clusters Score -8359152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -8359156.500000 Penalty: 5475.269531
	Iteration 44Q: 3 clusters Score -8359156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 59814 members 
Entering Unmasked Estep 
Score: -8359158.000000 Penalty: 5475.269531
	Iteration 45Q: 3 clusters Score -8359158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 59831 members 
Entering Unmasked Estep 
Score: -8359160.500000 Penalty: 5475.269531
	Iteration 46Q: 3 clusters Score -8359160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 59840 members 
Entering Unmasked Estep 
Score: -8359161.500000 Penalty: 5475.269531
	Iteration 47Q: 3 clusters Score -8359162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 59851 members 
Entering Unmasked Estep 
Score: -8359166.000000 Penalty: 5475.269531
	Iteration 48Q: 3 clusters Score -8359166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -8359154.500000 Penalty: 5475.269531
	Iteration 49Q: 3 clusters Score -8359154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 59878 members 
Entering Unmasked Estep 
Score: -8359165.500000 Penalty: 5475.269531
	Iteration 50Q: 3 clusters Score -8359166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 59887 members 
Entering Unmasked Estep 
Score: -8359160.500000 Penalty: 5475.269531
	Iteration 51Q: 3 clusters Score -8359160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 59893 members 
Entering Unmasked Estep 
Score: -8359161.500000 Penalty: 5475.269531
	Iteration 52Q: 3 clusters Score -8359162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 59903 members 
Entering Unmasked Estep 
Score: -8359170.500000 Penalty: 5475.269531
	Iteration 53Q: 3 clusters Score -8359170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 59915 members 
Entering Unmasked Estep 
Score: -8359173.500000 Penalty: 5475.269531
	Iteration 54Q: 3 clusters Score -8359174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 59924 members 
Entering Unmasked Estep 
Score: -8359165.000000 Penalty: 5475.269531
	Iteration 55Q: 3 clusters Score -8359165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 59932 members 
Entering Unmasked Estep 
Score: -8359169.500000 Penalty: 5475.269531
	Iteration 56Q: 3 clusters Score -8359170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 59940 members 
Entering Unmasked Estep 
Score: -8359164.500000 Penalty: 5475.269531
	Iteration 57Q: 3 clusters Score -8359164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 59947 members 
Entering Unmasked Estep 
Score: -8359167.500000 Penalty: 5475.269531
	Iteration 58Q: 3 clusters Score -8359168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 59955 members 
Entering Unmasked Estep 
Score: -8359175.500000 Penalty: 5475.269531
	Iteration 59Q: 3 clusters Score -8359176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 59963 members 
Entering Unmasked Estep 
Score: -8359182.500000 Penalty: 5475.269531
	Iteration 60F: 3 clusters Score -8359182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 59968 members 
Entering Unmasked Estep 
Score: -8359177.500000 Penalty: 5475.269531
	Iteration 61Q: 3 clusters Score -8359178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -8359179.000000 Penalty: 5475.269531
	Iteration 62Q: 3 clusters Score -8359179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -8359184.000000 Penalty: 5475.269531
	Iteration 63Q: 3 clusters Score -8359184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 59977 members 
Entering Unmasked Estep 
Score: -8359179.500000 Penalty: 5475.269531
	Iteration 64Q: 3 clusters Score -8359180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 59981 members 
Entering Unmasked Estep 
Score: -8359175.000000 Penalty: 5475.269531
	Iteration 65Q: 3 clusters Score -8359175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 59984 members 
Entering Unmasked Estep 
Score: -8359180.000000 Penalty: 5475.269531
	Iteration 66Q: 3 clusters Score -8359180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
Score: -8359177.000000 Penalty: 5475.269531
	Iteration 67Q: 3 clusters Score -8359177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 59989 members 
Entering Unmasked Estep 
Score: -8359173.000000 Penalty: 5475.269531
	Iteration 68Q: 3 clusters Score -8359173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 59992 members 
Entering Unmasked Estep 
Score: -8359177.500000 Penalty: 5475.269531
	Iteration 69Q: 3 clusters Score -8359178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 59992 members 
Entering Unmasked Estep 
Score: -8359177.500000 Penalty: 5475.269531
	Iteration 70F: 3 clusters Score -8359178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Entering Unmasked Estep 
Score: -350025.000000 Penalty: 1957.328125
	Iteration 0F: 2 clusters Score -350025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -347068.093750 Penalty: 3914.656250
	Iteration 0F: 3 clusters Score -347068.1 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -349171.687500 Penalty: 3914.656250
	Iteration 1F: 3 clusters Score -349171.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -352404.562500 Penalty: 3914.656250
	Iteration 2F: 3 clusters Score -352404.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -353353.875000 Penalty: 3914.656250
	Iteration 3F: 3 clusters Score -353353.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -353534.281250 Penalty: 3914.656250
	Iteration 4Q: 3 clusters Score -353534.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -353579.250000 Penalty: 3914.656250
	Iteration 5Q: 3 clusters Score -353579.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -353598.000000 Penalty: 3914.656250
	Iteration 6Q: 3 clusters Score -353598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -353607.093750 Penalty: 3914.656250
	Iteration 7Q: 3 clusters Score -353607.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -353619.843750 Penalty: 3914.656250
	Iteration 8Q: 3 clusters Score -353619.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -353626.156250 Penalty: 3914.656250
	Iteration 9Q: 3 clusters Score -353626.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -353633.281250 Penalty: 3914.656250
	Iteration 10Q: 3 clusters Score -353633.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -353636.687500 Penalty: 3914.656250
	Iteration 11Q: 3 clusters Score -353636.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -353637.031250 Penalty: 3914.656250
	Iteration 12Q: 3 clusters Score -353637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -353637.187500 Penalty: 3914.656250
	Iteration 13Q: 3 clusters Score -353637.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -353637.187500 Penalty: 3914.656250
	Iteration 14F: 3 clusters Score -353637.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 61658 members 
Mstep: Class 3 contains 3824 members 
Mstep: Class 4 contains 168181 members 
Mstep: Class 5 contains 33097 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 202667 members 
Mstep: Class 8 contains 62246 members 
Mstep: Class 9 contains 268 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 51855 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2400 members 
Mstep: Class 14 contains 954 members 
Mstep: Class 15 contains 150437 members 
Mstep: Class 16 contains 12090 members 
Mstep: Class 17 contains 65029 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 2409 members 
Mstep: Class 20 contains 103069 members 
Mstep: Class 21 contains 80600 members 
Mstep: Class 22 contains 157522 members 
Mstep: Class 23 contains 164857 members 
Entering Unmasked Estep 
Score: -180441056.000000 Penalty: 80642.937500
Splitting cluster 9 changes total score from -180441760.000000 to -180441056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -80927.125000 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -80927.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -79400.500000 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -79400.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -80184.125000 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -80184.12 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -80472.773438 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -80472.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -80805.320312 Penalty: 3256.371582
	Iteration 3F: 3 clusters Score -80805.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -81217.031250 Penalty: 3256.371582
	Iteration 4F: 3 clusters Score -81217.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -81411.656250 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -81411.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -81525.250000 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -81525.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -81581.414062 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -81581.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -81607.656250 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -81607.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -81607.656250 Penalty: 3256.371582
	Iteration 9F: 3 clusters Score -81607.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 61658 members 
Mstep: Class 3 contains 3824 members 
Mstep: Class 4 contains 168181 members 
Mstep: Class 5 contains 33097 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 202667 members 
Mstep: Class 8 contains 62246 members 
Mstep: Class 9 contains 2677 members 
Mstep: Class 10 contains 195 members 
Mstep: Class 11 contains 51855 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2400 members 
Mstep: Class 14 contains 954 members 
Mstep: Class 15 contains 150437 members 
Mstep: Class 16 contains 12090 members 
Mstep: Class 17 contains 65029 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 515 members 
Mstep: Class 20 contains 103069 members 
Mstep: Class 21 contains 80600 members 
Mstep: Class 22 contains 157522 members 
Mstep: Class 23 contains 164857 members 
Entering Unmasked Estep 
Score: -180440576.000000 Penalty: 80642.937500
Splitting cluster 10 changes total score from -180441760.000000 to -180440576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (51855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Entering Unmasked Estep 
Score: -6903495.000000 Penalty: 2692.339355
	Iteration 0F: 2 clusters Score -6903495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -6868850.500000 Penalty: 5384.678711
	Iteration 0F: 3 clusters Score -6868850 nChanged 23911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -6881890.000000 Penalty: 5384.678711
	Iteration 1F: 3 clusters Score -6881890 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -6882510.500000 Penalty: 5384.678711
	Iteration 2Q: 3 clusters Score -6882510 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -6883058.000000 Penalty: 5384.678711
	Iteration 3Q: 3 clusters Score -6883058 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -6883783.500000 Penalty: 5384.678711
	Iteration 4Q: 3 clusters Score -6883784 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -6884749.500000 Penalty: 5384.678711
	Iteration 5Q: 3 clusters Score -6884750 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -6886173.500000 Penalty: 5384.678711
	Iteration 6F: 3 clusters Score -6886174 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -6888338.000000 Penalty: 5384.678711
	Iteration 7F: 3 clusters Score -6888338 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -6891281.500000 Penalty: 5384.678711
	Iteration 8F: 3 clusters Score -6891282 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -6894482.000000 Penalty: 5384.678711
	Iteration 9F: 3 clusters Score -6894482 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -6897398.500000 Penalty: 5384.678711
	Iteration 10F: 3 clusters Score -6897398 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -6899246.000000 Penalty: 5384.678711
	Iteration 11Q: 3 clusters Score -6899246 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -6900043.000000 Penalty: 5384.678711
	Iteration 12Q: 3 clusters Score -6900043 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -6900451.000000 Penalty: 5384.678711
	Iteration 13Q: 3 clusters Score -6900451 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -6900706.000000 Penalty: 5384.678711
	Iteration 14Q: 3 clusters Score -6900706 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -6900845.000000 Penalty: 5384.678711
	Iteration 15Q: 3 clusters Score -6900845 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -6900974.000000 Penalty: 5384.678711
	Iteration 16Q: 3 clusters Score -6900974 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -6901097.500000 Penalty: 5384.678711
	Iteration 17Q: 3 clusters Score -6901098 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -6901201.500000 Penalty: 5384.678711
	Iteration 18Q: 3 clusters Score -6901202 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -6901290.500000 Penalty: 5384.678711
	Iteration 19Q: 3 clusters Score -6901290 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -6901397.500000 Penalty: 5384.678711
	Iteration 20F: 3 clusters Score -6901398 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -6901432.000000 Penalty: 5384.678711
	Iteration 21Q: 3 clusters Score -6901432 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -6901476.500000 Penalty: 5384.678711
	Iteration 22Q: 3 clusters Score -6901476 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -6901544.500000 Penalty: 5384.678711
	Iteration 23Q: 3 clusters Score -6901544 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -6901586.000000 Penalty: 5384.678711
	Iteration 24Q: 3 clusters Score -6901586 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -6901621.500000 Penalty: 5384.678711
	Iteration 25Q: 3 clusters Score -6901622 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -6901642.500000 Penalty: 5384.678711
	Iteration 26Q: 3 clusters Score -6901642 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -6901700.000000 Penalty: 5384.678711
	Iteration 27Q: 3 clusters Score -6901700 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -6901712.000000 Penalty: 5384.678711
	Iteration 28Q: 3 clusters Score -6901712 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -6901721.000000 Penalty: 5384.678711
	Iteration 29Q: 3 clusters Score -6901721 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49506 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -6901743.000000 Penalty: 5384.678711
	Iteration 30Q: 3 clusters Score -6901743 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -6901741.500000 Penalty: 5384.678711
	Iteration 31Q: 3 clusters Score -6901742 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6901766.500000 Penalty: 5384.678711
	Iteration 32Q: 3 clusters Score -6901766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -6901788.500000 Penalty: 5384.678711
	Iteration 33Q: 3 clusters Score -6901788 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -6901798.500000 Penalty: 5384.678711
	Iteration 34Q: 3 clusters Score -6901798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6901795.500000 Penalty: 5384.678711
	Iteration 35Q: 3 clusters Score -6901796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -6901808.500000 Penalty: 5384.678711
	Iteration 36Q: 3 clusters Score -6901808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49783 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -6901823.000000 Penalty: 5384.678711
	Iteration 37Q: 3 clusters Score -6901823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -6901820.500000 Penalty: 5384.678711
	Iteration 38Q: 3 clusters Score -6901820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -6901831.500000 Penalty: 5384.678711
	Iteration 39Q: 3 clusters Score -6901832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -6901833.000000 Penalty: 5384.678711
	Iteration 40F: 3 clusters Score -6901833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6901821.500000 Penalty: 5384.678711
	Iteration 41Q: 3 clusters Score -6901822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -6901829.000000 Penalty: 5384.678711
	Iteration 42Q: 3 clusters Score -6901829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6901826.500000 Penalty: 5384.678711
	Iteration 43Q: 3 clusters Score -6901826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49893 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6901836.500000 Penalty: 5384.678711
	Iteration 44Q: 3 clusters Score -6901836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6901841.000000 Penalty: 5384.678711
	Iteration 45Q: 3 clusters Score -6901841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6901850.000000 Penalty: 5384.678711
	Iteration 46Q: 3 clusters Score -6901850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6901849.500000 Penalty: 5384.678711
	Iteration 47Q: 3 clusters Score -6901850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -6901852.500000 Penalty: 5384.678711
	Iteration 48Q: 3 clusters Score -6901852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6901854.000000 Penalty: 5384.678711
	Iteration 49Q: 3 clusters Score -6901854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -6901864.500000 Penalty: 5384.678711
	Iteration 50Q: 3 clusters Score -6901864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -6901863.000000 Penalty: 5384.678711
	Iteration 51Q: 3 clusters Score -6901863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6901876.000000 Penalty: 5384.678711
	Iteration 52Q: 3 clusters Score -6901876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49951 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -6901867.500000 Penalty: 5384.678711
	Iteration 53Q: 3 clusters Score -6901868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6901863.500000 Penalty: 5384.678711
	Iteration 54Q: 3 clusters Score -6901864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6901868.000000 Penalty: 5384.678711
	Iteration 55Q: 3 clusters Score -6901868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49974 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -6901874.500000 Penalty: 5384.678711
	Iteration 56Q: 3 clusters Score -6901874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6901870.500000 Penalty: 5384.678711
	Iteration 57Q: 3 clusters Score -6901870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49988 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -6901868.500000 Penalty: 5384.678711
	Iteration 58Q: 3 clusters Score -6901868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -6901887.500000 Penalty: 5384.678711
	Iteration 59Q: 3 clusters Score -6901888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -6901891.000000 Penalty: 5384.678711
	Iteration 60F: 3 clusters Score -6901891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -6901886.500000 Penalty: 5384.678711
	Iteration 61Q: 3 clusters Score -6901886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6901885.500000 Penalty: 5384.678711
	Iteration 62Q: 3 clusters Score -6901886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6901887.000000 Penalty: 5384.678711
	Iteration 63Q: 3 clusters Score -6901887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -6901888.500000 Penalty: 5384.678711
	Iteration 64Q: 3 clusters Score -6901888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -6901888.500000 Penalty: 5384.678711
	Iteration 65F: 3 clusters Score -6901888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -103592.109375 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -103592.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -101776.804688 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -101776.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -102030.187500 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -102030.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -102197.687500 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -102197.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -102382.703125 Penalty: 3344.468994
	Iteration 3F: 3 clusters Score -102382.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -102515.828125 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -102515.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -102580.484375 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -102580.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -102621.570312 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -102621.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -102662.851562 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -102662.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -102685.679688 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -102685.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -102705.921875 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -102705.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -102734.875000 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -102734.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -102767.210938 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -102767.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -102798.695312 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -102798.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -102829.882812 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -102829.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -102847.703125 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -102847.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -102855.671875 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -102855.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -102863.906250 Penalty: 3344.468994
	Iteration 16Q: 3 clusters Score -102863.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -102870.367188 Penalty: 3344.468994
	Iteration 17Q: 3 clusters Score -102870.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -102874.312500 Penalty: 3344.468994
	Iteration 18Q: 3 clusters Score -102874.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -102874.312500 Penalty: 3344.468994
	Iteration 19F: 3 clusters Score -102874.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Entering Unmasked Estep 
Score: -316192.750000 Penalty: 1930.239624
	Iteration 0F: 2 clusters Score -316192.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -313271.312500 Penalty: 3860.479248
	Iteration 0F: 3 clusters Score -313271.3 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -313863.218750 Penalty: 3860.479248
	Iteration 1F: 3 clusters Score -313863.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -314165.906250 Penalty: 3860.479248
	Iteration 2F: 3 clusters Score -314165.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -314462.687500 Penalty: 3860.479248
	Iteration 3F: 3 clusters Score -314462.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -314760.093750 Penalty: 3860.479248
	Iteration 4F: 3 clusters Score -314760.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -315018.875000 Penalty: 3860.479248
	Iteration 5F: 3 clusters Score -315018.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -315177.656250 Penalty: 3860.479248
	Iteration 6F: 3 clusters Score -315177.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -315291.593750 Penalty: 3860.479248
	Iteration 7Q: 3 clusters Score -315291.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -315375.656250 Penalty: 3860.479248
	Iteration 8Q: 3 clusters Score -315375.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -315441.375000 Penalty: 3860.479248
	Iteration 9Q: 3 clusters Score -315441.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -315469.562500 Penalty: 3860.479248
	Iteration 10Q: 3 clusters Score -315469.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -315491.937500 Penalty: 3860.479248
	Iteration 11Q: 3 clusters Score -315491.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -315507.875000 Penalty: 3860.479248
	Iteration 12Q: 3 clusters Score -315507.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -315519.562500 Penalty: 3860.479248
	Iteration 13Q: 3 clusters Score -315519.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -315531.687500 Penalty: 3860.479248
	Iteration 14Q: 3 clusters Score -315531.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -315546.718750 Penalty: 3860.479248
	Iteration 15Q: 3 clusters Score -315546.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -315558.312500 Penalty: 3860.479248
	Iteration 16Q: 3 clusters Score -315558.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -315564.406250 Penalty: 3860.479248
	Iteration 17Q: 3 clusters Score -315564.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -315566.500000 Penalty: 3860.479248
	Iteration 18Q: 3 clusters Score -315566.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -315568.437500 Penalty: 3860.479248
	Iteration 19Q: 3 clusters Score -315568.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -315568.437500 Penalty: 3860.479248
	Iteration 20F: 3 clusters Score -315568.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Entering Unmasked Estep 
Score: -116640.460938 Penalty: 1701.444702
	Iteration 0F: 2 clusters Score -116640.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -114878.015625 Penalty: 3402.889404
	Iteration 0F: 3 clusters Score -114878 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -115316.859375 Penalty: 3402.889404
	Iteration 1F: 3 clusters Score -115316.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -115545.523438 Penalty: 3402.889404
	Iteration 2F: 3 clusters Score -115545.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -115767.078125 Penalty: 3402.889404
	Iteration 3F: 3 clusters Score -115767.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -115989.500000 Penalty: 3402.889404
	Iteration 4F: 3 clusters Score -115989.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -116156.601562 Penalty: 3402.889404
	Iteration 5F: 3 clusters Score -116156.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -116351.382812 Penalty: 3402.889404
	Iteration 6Q: 3 clusters Score -116351.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -116727.593750 Penalty: 3402.889404
	Iteration 7Q: 3 clusters Score -116727.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -116878.968750 Penalty: 3402.889404
	Iteration 8Q: 3 clusters Score -116879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -116958.039062 Penalty: 3402.889404
	Iteration 9Q: 3 clusters Score -116958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -116996.335938 Penalty: 3402.889404
	Iteration 10Q: 3 clusters Score -116996.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -117016.781250 Penalty: 3402.889404
	Iteration 11Q: 3 clusters Score -117016.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -117021.242188 Penalty: 3402.889404
	Iteration 12Q: 3 clusters Score -117021.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -117024.414062 Penalty: 3402.889404
	Iteration 13Q: 3 clusters Score -117024.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -117030.125000 Penalty: 3402.889404
	Iteration 14Q: 3 clusters Score -117030.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -117035.031250 Penalty: 3402.889404
	Iteration 15Q: 3 clusters Score -117035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -117035.812500 Penalty: 3402.889404
	Iteration 16Q: 3 clusters Score -117035.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -117035.812500 Penalty: 3402.889404
	Iteration 17F: 3 clusters Score -117035.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 61658 members 
Mstep: Class 3 contains 3824 members 
Mstep: Class 4 contains 168181 members 
Mstep: Class 5 contains 33097 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 202667 members 
Mstep: Class 8 contains 62246 members 
Mstep: Class 9 contains 2677 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 51855 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2400 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 150437 members 
Mstep: Class 16 contains 12090 members 
Mstep: Class 17 contains 65029 members 
Mstep: Class 18 contains 856 members 
Mstep: Class 19 contains 413 members 
Mstep: Class 20 contains 103069 members 
Mstep: Class 21 contains 80600 members 
Mstep: Class 22 contains 157522 members 
Mstep: Class 23 contains 164857 members 
Entering Unmasked Estep 
Score: -180440784.000000 Penalty: 80642.937500
Splitting cluster 14 changes total score from -180441760.000000 to -180440784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (150437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150437 members 
Entering Unmasked Estep 
Score: -19921844.000000 Penalty: 2956.482422
	Iteration 0F: 2 clusters Score -1.992184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74601 members 
Mstep: Class 2 contains 75836 members 
Entering Unmasked Estep 
Score: -19821800.000000 Penalty: 5912.964844
	Iteration 0F: 3 clusters Score -1.98218e+07 nChanged 71778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65923 members 
Mstep: Class 2 contains 84514 members 
Entering Unmasked Estep 
Score: -19864072.000000 Penalty: 5912.964844
	Iteration 1F: 3 clusters Score -1.986407e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60331 members 
Mstep: Class 2 contains 90106 members 
Entering Unmasked Estep 
Score: -19866906.000000 Penalty: 5912.964844
	Iteration 2Q: 3 clusters Score -1.986691e+07 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51783 members 
Mstep: Class 2 contains 98654 members 
Entering Unmasked Estep 
Score: -19872068.000000 Penalty: 5912.964844
	Iteration 3F: 3 clusters Score -1.987207e+07 nChanged 12379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 110539 members 
Entering Unmasked Estep 
Score: -19881270.000000 Penalty: 5912.964844
	Iteration 4F: 3 clusters Score -1.988127e+07 nChanged 14493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 124686 members 
Entering Unmasked Estep 
Score: -19894490.000000 Penalty: 5912.964844
	Iteration 5F: 3 clusters Score -1.989449e+07 nChanged 12172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 136726 members 
Entering Unmasked Estep 
Score: -19907008.000000 Penalty: 5912.964844
	Iteration 6F: 3 clusters Score -1.990701e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 143544 members 
Entering Unmasked Estep 
Score: -19914476.000000 Penalty: 5912.964844
	Iteration 7Q: 3 clusters Score -1.991448e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 145900 members 
Entering Unmasked Estep 
Score: -19917628.000000 Penalty: 5912.964844
	Iteration 8Q: 3 clusters Score -1.991763e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 146410 members 
Entering Unmasked Estep 
Score: -19918838.000000 Penalty: 5912.964844
	Iteration 9Q: 3 clusters Score -1.991884e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 146440 members 
Entering Unmasked Estep 
Score: -19919274.000000 Penalty: 5912.964844
	Iteration 10Q: 3 clusters Score -1.991927e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 146416 members 
Entering Unmasked Estep 
Score: -19919522.000000 Penalty: 5912.964844
	Iteration 11Q: 3 clusters Score -1.991952e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 146376 members 
Entering Unmasked Estep 
Score: -19919684.000000 Penalty: 5912.964844
	Iteration 12Q: 3 clusters Score -1.991968e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 146360 members 
Entering Unmasked Estep 
Score: -19919784.000000 Penalty: 5912.964844
	Iteration 13Q: 3 clusters Score -1.991978e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 146337 members 
Entering Unmasked Estep 
Score: -19919780.000000 Penalty: 5912.964844
	Iteration 14Q: 3 clusters Score -1.991978e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 146326 members 
Entering Unmasked Estep 
Score: -19919798.000000 Penalty: 5912.964844
	Iteration 15Q: 3 clusters Score -1.99198e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 146309 members 
Entering Unmasked Estep 
Score: -19919830.000000 Penalty: 5912.964844
	Iteration 16Q: 3 clusters Score -1.991983e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 146301 members 
Entering Unmasked Estep 
Score: -19919810.000000 Penalty: 5912.964844
	Iteration 17Q: 3 clusters Score -1.991981e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 146299 members 
Entering Unmasked Estep 
Score: -19919826.000000 Penalty: 5912.964844
	Iteration 18Q: 3 clusters Score -1.991983e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 146288 members 
Entering Unmasked Estep 
Score: -19919832.000000 Penalty: 5912.964844
	Iteration 19Q: 3 clusters Score -1.991983e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 146283 members 
Entering Unmasked Estep 
Score: -19919834.000000 Penalty: 5912.964844
	Iteration 20F: 3 clusters Score -1.991983e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 146272 members 
Entering Unmasked Estep 
Score: -19919818.000000 Penalty: 5912.964844
	Iteration 21Q: 3 clusters Score -1.991982e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 146262 members 
Entering Unmasked Estep 
Score: -19919824.000000 Penalty: 5912.964844
	Iteration 22Q: 3 clusters Score -1.991982e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 146256 members 
Entering Unmasked Estep 
Score: -19919828.000000 Penalty: 5912.964844
	Iteration 23Q: 3 clusters Score -1.991983e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 146251 members 
Entering Unmasked Estep 
Score: -19919832.000000 Penalty: 5912.964844
	Iteration 24Q: 3 clusters Score -1.991983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 146249 members 
Entering Unmasked Estep 
Score: -19919826.000000 Penalty: 5912.964844
	Iteration 25Q: 3 clusters Score -1.991983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 146247 members 
Entering Unmasked Estep 
Score: -19919834.000000 Penalty: 5912.964844
	Iteration 26Q: 3 clusters Score -1.991983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 146246 members 
Entering Unmasked Estep 
Score: -19919826.000000 Penalty: 5912.964844
	Iteration 27Q: 3 clusters Score -1.991983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 146247 members 
Entering Unmasked Estep 
Score: -19919830.000000 Penalty: 5912.964844
	Iteration 28Q: 3 clusters Score -1.991983e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 146247 members 
Entering Unmasked Estep 
Score: -19919830.000000 Penalty: 5912.964844
	Iteration 29F: 3 clusters Score -1.991983e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Entering Unmasked Estep 
Score: -1604253.625000 Penalty: 2331.233154
	Iteration 0F: 2 clusters Score -1604254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1595276.500000 Penalty: 4662.466309
	Iteration 0F: 3 clusters Score -1595276 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1598071.500000 Penalty: 4662.466309
	Iteration 1F: 3 clusters Score -1598072 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1598646.250000 Penalty: 4662.466309
	Iteration 2F: 3 clusters Score -1598646 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1599342.750000 Penalty: 4662.466309
	Iteration 3F: 3 clusters Score -1599343 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1600037.375000 Penalty: 4662.466309
	Iteration 4F: 3 clusters Score -1600037 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1600746.500000 Penalty: 4662.466309
	Iteration 5F: 3 clusters Score -1600746 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1601439.000000 Penalty: 4662.466309
	Iteration 6F: 3 clusters Score -1601439 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1602159.250000 Penalty: 4662.466309
	Iteration 7F: 3 clusters Score -1602159 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1602718.625000 Penalty: 4662.466309
	Iteration 8F: 3 clusters Score -1602719 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1603002.250000 Penalty: 4662.466309
	Iteration 9Q: 3 clusters Score -1603002 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1603135.125000 Penalty: 4662.466309
	Iteration 10Q: 3 clusters Score -1603135 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1603201.625000 Penalty: 4662.466309
	Iteration 11Q: 3 clusters Score -1603202 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1603236.875000 Penalty: 4662.466309
	Iteration 12Q: 3 clusters Score -1603237 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1603248.000000 Penalty: 4662.466309
	Iteration 13Q: 3 clusters Score -1603248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1603258.250000 Penalty: 4662.466309
	Iteration 14Q: 3 clusters Score -1603258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1603260.500000 Penalty: 4662.466309
	Iteration 15Q: 3 clusters Score -1603260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1603264.000000 Penalty: 4662.466309
	Iteration 16Q: 3 clusters Score -1603264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1603266.375000 Penalty: 4662.466309
	Iteration 17Q: 3 clusters Score -1603266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1603267.875000 Penalty: 4662.466309
	Iteration 18Q: 3 clusters Score -1603268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1603271.000000 Penalty: 4662.466309
	Iteration 19Q: 3 clusters Score -1603271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1603268.875000 Penalty: 4662.466309
	Iteration 20F: 3 clusters Score -1603269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1603271.000000 Penalty: 4662.466309
	Iteration 21Q: 3 clusters Score -1603271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1603272.000000 Penalty: 4662.466309
	Iteration 22Q: 3 clusters Score -1603272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1603273.875000 Penalty: 4662.466309
	Iteration 23Q: 3 clusters Score -1603274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1603274.375000 Penalty: 4662.466309
	Iteration 24Q: 3 clusters Score -1603274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1603276.000000 Penalty: 4662.466309
	Iteration 25Q: 3 clusters Score -1603276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1603275.500000 Penalty: 4662.466309
	Iteration 26Q: 3 clusters Score -1603276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1603276.250000 Penalty: 4662.466309
	Iteration 27Q: 3 clusters Score -1603276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1603275.875000 Penalty: 4662.466309
	Iteration 28Q: 3 clusters Score -1603276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1603275.875000 Penalty: 4662.466309
	Iteration 29F: 3 clusters Score -1603276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (65029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65029 members 
Entering Unmasked Estep 
Score: -8681092.000000 Penalty: 2748.481934
	Iteration 0F: 2 clusters Score -8681092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -8637642.000000 Penalty: 5496.963867
	Iteration 0F: 3 clusters Score -8637642 nChanged 30301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -8654754.000000 Penalty: 5496.963867
	Iteration 1F: 3 clusters Score -8654754 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -8655777.000000 Penalty: 5496.963867
	Iteration 2Q: 3 clusters Score -8655777 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -8657370.000000 Penalty: 5496.963867
	Iteration 3F: 3 clusters Score -8657370 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -8659917.000000 Penalty: 5496.963867
	Iteration 4F: 3 clusters Score -8659917 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -8663837.000000 Penalty: 5496.963867
	Iteration 5F: 3 clusters Score -8663837 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -8668786.000000 Penalty: 5496.963867
	Iteration 6F: 3 clusters Score -8668786 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -8673330.000000 Penalty: 5496.963867
	Iteration 7F: 3 clusters Score -8673330 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -8676332.000000 Penalty: 5496.963867
	Iteration 8Q: 3 clusters Score -8676332 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -8677500.000000 Penalty: 5496.963867
	Iteration 9Q: 3 clusters Score -8677500 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 58038 members 
Entering Unmasked Estep 
Score: -8677946.000000 Penalty: 5496.963867
	Iteration 10Q: 3 clusters Score -8677946 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 58523 members 
Entering Unmasked Estep 
Score: -8678139.000000 Penalty: 5496.963867
	Iteration 11Q: 3 clusters Score -8678139 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 58959 members 
Entering Unmasked Estep 
Score: -8678311.000000 Penalty: 5496.963867
	Iteration 12Q: 3 clusters Score -8678311 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 59330 members 
Entering Unmasked Estep 
Score: -8678479.000000 Penalty: 5496.963867
	Iteration 13Q: 3 clusters Score -8678479 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 59651 members 
Entering Unmasked Estep 
Score: -8678594.000000 Penalty: 5496.963867
	Iteration 14Q: 3 clusters Score -8678594 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 59941 members 
Entering Unmasked Estep 
Score: -8678693.000000 Penalty: 5496.963867
	Iteration 15Q: 3 clusters Score -8678693 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -8678764.000000 Penalty: 5496.963867
	Iteration 16Q: 3 clusters Score -8678764 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 60427 members 
Entering Unmasked Estep 
Score: -8678808.000000 Penalty: 5496.963867
	Iteration 17Q: 3 clusters Score -8678808 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -8678851.000000 Penalty: 5496.963867
	Iteration 18Q: 3 clusters Score -8678851 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 60832 members 
Entering Unmasked Estep 
Score: -8678898.000000 Penalty: 5496.963867
	Iteration 19Q: 3 clusters Score -8678898 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 61027 members 
Entering Unmasked Estep 
Score: -8678910.000000 Penalty: 5496.963867
	Iteration 20F: 3 clusters Score -8678910 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 61187 members 
Entering Unmasked Estep 
Score: -8678962.000000 Penalty: 5496.963867
	Iteration 21Q: 3 clusters Score -8678962 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 61319 members 
Entering Unmasked Estep 
Score: -8679008.000000 Penalty: 5496.963867
	Iteration 22Q: 3 clusters Score -8679008 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 61429 members 
Entering Unmasked Estep 
Score: -8679032.000000 Penalty: 5496.963867
	Iteration 23Q: 3 clusters Score -8679032 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 61513 members 
Entering Unmasked Estep 
Score: -8679044.000000 Penalty: 5496.963867
	Iteration 24Q: 3 clusters Score -8679044 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 61582 members 
Entering Unmasked Estep 
Score: -8679061.000000 Penalty: 5496.963867
	Iteration 25Q: 3 clusters Score -8679061 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 61645 members 
Entering Unmasked Estep 
Score: -8679071.000000 Penalty: 5496.963867
	Iteration 26Q: 3 clusters Score -8679071 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 61703 members 
Entering Unmasked Estep 
Score: -8679064.000000 Penalty: 5496.963867
	Iteration 27Q: 3 clusters Score -8679064 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 61745 members 
Entering Unmasked Estep 
Score: -8679081.000000 Penalty: 5496.963867
	Iteration 28Q: 3 clusters Score -8679081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 61780 members 
Entering Unmasked Estep 
Score: -8679089.000000 Penalty: 5496.963867
	Iteration 29Q: 3 clusters Score -8679089 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 61812 members 
Entering Unmasked Estep 
Score: -8679082.000000 Penalty: 5496.963867
	Iteration 30Q: 3 clusters Score -8679082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 61845 members 
Entering Unmasked Estep 
Score: -8679104.000000 Penalty: 5496.963867
	Iteration 31Q: 3 clusters Score -8679104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 61873 members 
Entering Unmasked Estep 
Score: -8679105.000000 Penalty: 5496.963867
	Iteration 32Q: 3 clusters Score -8679105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 61891 members 
Entering Unmasked Estep 
Score: -8679100.000000 Penalty: 5496.963867
	Iteration 33Q: 3 clusters Score -8679100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 61912 members 
Entering Unmasked Estep 
Score: -8679105.000000 Penalty: 5496.963867
	Iteration 34Q: 3 clusters Score -8679105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 61932 members 
Entering Unmasked Estep 
Score: -8679109.000000 Penalty: 5496.963867
	Iteration 35Q: 3 clusters Score -8679109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 61947 members 
Entering Unmasked Estep 
Score: -8679121.000000 Penalty: 5496.963867
	Iteration 36Q: 3 clusters Score -8679121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 61960 members 
Entering Unmasked Estep 
Score: -8679120.000000 Penalty: 5496.963867
	Iteration 37Q: 3 clusters Score -8679120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 61979 members 
Entering Unmasked Estep 
Score: -8679116.000000 Penalty: 5496.963867
	Iteration 38Q: 3 clusters Score -8679116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 61994 members 
Entering Unmasked Estep 
Score: -8679116.000000 Penalty: 5496.963867
	Iteration 39Q: 3 clusters Score -8679116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 62010 members 
Entering Unmasked Estep 
Score: -8679119.000000 Penalty: 5496.963867
	Iteration 40F: 3 clusters Score -8679119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 62019 members 
Entering Unmasked Estep 
Score: -8679116.000000 Penalty: 5496.963867
	Iteration 41Q: 3 clusters Score -8679116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 62032 members 
Entering Unmasked Estep 
Score: -8679126.000000 Penalty: 5496.963867
	Iteration 42Q: 3 clusters Score -8679126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -8679120.000000 Penalty: 5496.963867
	Iteration 43Q: 3 clusters Score -8679120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 62054 members 
Entering Unmasked Estep 
Score: -8679131.000000 Penalty: 5496.963867
	Iteration 44Q: 3 clusters Score -8679131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 62066 members 
Entering Unmasked Estep 
Score: -8679138.000000 Penalty: 5496.963867
	Iteration 45Q: 3 clusters Score -8679138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 62078 members 
Entering Unmasked Estep 
Score: -8679135.000000 Penalty: 5496.963867
	Iteration 46Q: 3 clusters Score -8679135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 62091 members 
Entering Unmasked Estep 
Score: -8679131.000000 Penalty: 5496.963867
	Iteration 47Q: 3 clusters Score -8679131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 62102 members 
Entering Unmasked Estep 
Score: -8679136.000000 Penalty: 5496.963867
	Iteration 48Q: 3 clusters Score -8679136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -8679130.000000 Penalty: 5496.963867
	Iteration 49Q: 3 clusters Score -8679130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 62115 members 
Entering Unmasked Estep 
Score: -8679127.000000 Penalty: 5496.963867
	Iteration 50Q: 3 clusters Score -8679127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 62124 members 
Entering Unmasked Estep 
Score: -8679134.000000 Penalty: 5496.963867
	Iteration 51Q: 3 clusters Score -8679134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 62133 members 
Entering Unmasked Estep 
Score: -8679134.000000 Penalty: 5496.963867
	Iteration 52Q: 3 clusters Score -8679134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 62145 members 
Entering Unmasked Estep 
Score: -8679141.000000 Penalty: 5496.963867
	Iteration 53Q: 3 clusters Score -8679141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 62157 members 
Entering Unmasked Estep 
Score: -8679140.000000 Penalty: 5496.963867
	Iteration 54Q: 3 clusters Score -8679140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 62172 members 
Entering Unmasked Estep 
Score: -8679139.000000 Penalty: 5496.963867
	Iteration 55Q: 3 clusters Score -8679139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 62187 members 
Entering Unmasked Estep 
Score: -8679151.000000 Penalty: 5496.963867
	Iteration 56Q: 3 clusters Score -8679151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 62193 members 
Entering Unmasked Estep 
Score: -8679153.000000 Penalty: 5496.963867
	Iteration 57Q: 3 clusters Score -8679153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 62202 members 
Entering Unmasked Estep 
Score: -8679153.000000 Penalty: 5496.963867
	Iteration 58Q: 3 clusters Score -8679153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 62210 members 
Entering Unmasked Estep 
Score: -8679155.000000 Penalty: 5496.963867
	Iteration 59Q: 3 clusters Score -8679155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 62215 members 
Entering Unmasked Estep 
Score: -8679152.000000 Penalty: 5496.963867
	Iteration 60F: 3 clusters Score -8679152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 62221 members 
Entering Unmasked Estep 
Score: -8679153.000000 Penalty: 5496.963867
	Iteration 61Q: 3 clusters Score -8679153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -8679152.000000 Penalty: 5496.963867
	Iteration 62Q: 3 clusters Score -8679152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 62244 members 
Entering Unmasked Estep 
Score: -8679147.000000 Penalty: 5496.963867
	Iteration 63Q: 3 clusters Score -8679147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 62254 members 
Entering Unmasked Estep 
Score: -8679149.000000 Penalty: 5496.963867
	Iteration 64Q: 3 clusters Score -8679149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 62259 members 
Entering Unmasked Estep 
Score: -8679159.000000 Penalty: 5496.963867
	Iteration 65Q: 3 clusters Score -8679159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 62264 members 
Entering Unmasked Estep 
Score: -8679160.000000 Penalty: 5496.963867
	Iteration 66Q: 3 clusters Score -8679160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 62270 members 
Entering Unmasked Estep 
Score: -8679141.000000 Penalty: 5496.963867
	Iteration 67Q: 3 clusters Score -8679141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 62270 members 
Entering Unmasked Estep 
Score: -8679141.000000 Penalty: 5496.963867
	Iteration 68F: 3 clusters Score -8679141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Entering Unmasked Estep 
Score: -102815.460938 Penalty: 1674.562988
	Iteration 0F: 2 clusters Score -102815.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -100955.906250 Penalty: 3349.125977
	Iteration 0F: 3 clusters Score -100955.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -101302.617188 Penalty: 3349.125977
	Iteration 1F: 3 clusters Score -101302.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -101484.242188 Penalty: 3349.125977
	Iteration 2F: 3 clusters Score -101484.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -101645.203125 Penalty: 3349.125977
	Iteration 3F: 3 clusters Score -101645.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -101944.820312 Penalty: 3349.125977
	Iteration 4F: 3 clusters Score -101944.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -102555.765625 Penalty: 3349.125977
	Iteration 5F: 3 clusters Score -102555.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -102795.687500 Penalty: 3349.125977
	Iteration 6F: 3 clusters Score -102795.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -102941.117188 Penalty: 3349.125977
	Iteration 7Q: 3 clusters Score -102941.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -102976.046875 Penalty: 3349.125977
	Iteration 8Q: 3 clusters Score -102976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -102992.796875 Penalty: 3349.125977
	Iteration 9Q: 3 clusters Score -102992.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -103004.500000 Penalty: 3349.125977
	Iteration 10Q: 3 clusters Score -103004.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -103011.562500 Penalty: 3349.125977
	Iteration 11Q: 3 clusters Score -103011.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -103013.796875 Penalty: 3349.125977
	Iteration 12Q: 3 clusters Score -103013.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -103015.257812 Penalty: 3349.125977
	Iteration 13Q: 3 clusters Score -103015.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -103018.789062 Penalty: 3349.125977
	Iteration 14Q: 3 clusters Score -103018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -103024.046875 Penalty: 3349.125977
	Iteration 15Q: 3 clusters Score -103024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -103031.476562 Penalty: 3349.125977
	Iteration 16Q: 3 clusters Score -103031.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -103036.671875 Penalty: 3349.125977
	Iteration 17Q: 3 clusters Score -103036.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -103050.484375 Penalty: 3349.125977
	Iteration 18Q: 3 clusters Score -103050.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -103086.007812 Penalty: 3349.125977
	Iteration 19Q: 3 clusters Score -103086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -103175.164062 Penalty: 3349.125977
	Iteration 20F: 3 clusters Score -103175.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -103598.820312 Penalty: 3349.125977
	Iteration 21Q: 3 clusters Score -103598.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -104479.179688 Penalty: 3349.125977
	Iteration 22Q: 3 clusters Score -104479.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -104509.218750 Penalty: 3349.125977
	Iteration 23Q: 3 clusters Score -104509.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -104537.359375 Penalty: 3349.125977
	Iteration 24Q: 3 clusters Score -104537.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -104573.507812 Penalty: 3349.125977
	Iteration 25Q: 3 clusters Score -104573.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -104604.406250 Penalty: 3349.125977
	Iteration 26Q: 3 clusters Score -104604.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -104635.203125 Penalty: 3349.125977
	Iteration 27Q: 3 clusters Score -104635.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -104655.406250 Penalty: 3349.125977
	Iteration 28Q: 3 clusters Score -104655.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -104675.203125 Penalty: 3349.125977
	Iteration 29F: 3 clusters Score -104675.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -104689.343750 Penalty: 3349.125977
	Iteration 30Q: 3 clusters Score -104689.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -104689.343750 Penalty: 3349.125977
	Iteration 31F: 3 clusters Score -104689.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 61658 members 
Mstep: Class 3 contains 3824 members 
Mstep: Class 4 contains 168181 members 
Mstep: Class 5 contains 33097 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 202667 members 
Mstep: Class 8 contains 62246 members 
Mstep: Class 9 contains 2677 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 51855 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2400 members 
Mstep: Class 14 contains 954 members 
Mstep: Class 15 contains 150437 members 
Mstep: Class 16 contains 12090 members 
Mstep: Class 17 contains 65029 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 346 members 
Mstep: Class 20 contains 103069 members 
Mstep: Class 21 contains 80600 members 
Mstep: Class 22 contains 157522 members 
Mstep: Class 23 contains 164857 members 
Entering Unmasked Estep 
Score: -180442144.000000 Penalty: 80642.937500
Splitting cluster 18 changes total score from -180441760.000000 to -180442144.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 20 (103069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103069 members 
Entering Unmasked Estep 
Score: -13865855.000000 Penalty: 2862.702148
	Iteration 0F: 2 clusters Score -1.386586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51406 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -13797157.000000 Penalty: 5725.404297
	Iteration 0F: 3 clusters Score -1.379716e+07 nChanged 48877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 53956 members 
Entering Unmasked Estep 
Score: -13825179.000000 Penalty: 5725.404297
	Iteration 1F: 3 clusters Score -1.382518e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -13826289.000000 Penalty: 5725.404297
	Iteration 2Q: 3 clusters Score -1.382629e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 58646 members 
Entering Unmasked Estep 
Score: -13827848.000000 Penalty: 5725.404297
	Iteration 3Q: 3 clusters Score -1.382785e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 62775 members 
Entering Unmasked Estep 
Score: -13830467.000000 Penalty: 5725.404297
	Iteration 4F: 3 clusters Score -1.383047e+07 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 68505 members 
Entering Unmasked Estep 
Score: -13834563.000000 Penalty: 5725.404297
	Iteration 5F: 3 clusters Score -1.383456e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 75433 members 
Entering Unmasked Estep 
Score: -13840138.000000 Penalty: 5725.404297
	Iteration 6F: 3 clusters Score -1.384014e+07 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 82898 members 
Entering Unmasked Estep 
Score: -13846892.000000 Penalty: 5725.404297
	Iteration 7F: 3 clusters Score -1.384689e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 89823 members 
Entering Unmasked Estep 
Score: -13853543.000000 Penalty: 5725.404297
	Iteration 8F: 3 clusters Score -1.385354e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 95064 members 
Entering Unmasked Estep 
Score: -13858382.000000 Penalty: 5725.404297
	Iteration 9F: 3 clusters Score -1.385838e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 98304 members 
Entering Unmasked Estep 
Score: -13861099.000000 Penalty: 5725.404297
	Iteration 10Q: 3 clusters Score -1.38611e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 100045 members 
Entering Unmasked Estep 
Score: -13862502.000000 Penalty: 5725.404297
	Iteration 11Q: 3 clusters Score -1.38625e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 100939 members 
Entering Unmasked Estep 
Score: -13863205.000000 Penalty: 5725.404297
	Iteration 12Q: 3 clusters Score -1.38632e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 101392 members 
Entering Unmasked Estep 
Score: -13863534.000000 Penalty: 5725.404297
	Iteration 13Q: 3 clusters Score -1.386353e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 101607 members 
Entering Unmasked Estep 
Score: -13863709.000000 Penalty: 5725.404297
	Iteration 14Q: 3 clusters Score -1.386371e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 101727 members 
Entering Unmasked Estep 
Score: -13863830.000000 Penalty: 5725.404297
	Iteration 15Q: 3 clusters Score -1.386383e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 101772 members 
Entering Unmasked Estep 
Score: -13863896.000000 Penalty: 5725.404297
	Iteration 16Q: 3 clusters Score -1.38639e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 101803 members 
Entering Unmasked Estep 
Score: -13863953.000000 Penalty: 5725.404297
	Iteration 17Q: 3 clusters Score -1.386395e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 101814 members 
Entering Unmasked Estep 
Score: -13863989.000000 Penalty: 5725.404297
	Iteration 18Q: 3 clusters Score -1.386399e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 101833 members 
Entering Unmasked Estep 
Score: -13864019.000000 Penalty: 5725.404297
	Iteration 19Q: 3 clusters Score -1.386402e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 101833 members 
Entering Unmasked Estep 
Score: -13864058.000000 Penalty: 5725.404297
	Iteration 20F: 3 clusters Score -1.386406e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 101836 members 
Entering Unmasked Estep 
Score: -13864073.000000 Penalty: 5725.404297
	Iteration 21Q: 3 clusters Score -1.386407e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 101830 members 
Entering Unmasked Estep 
Score: -13864102.000000 Penalty: 5725.404297
	Iteration 22Q: 3 clusters Score -1.38641e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 101815 members 
Entering Unmasked Estep 
Score: -13864121.000000 Penalty: 5725.404297
	Iteration 23Q: 3 clusters Score -1.386412e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 101801 members 
Entering Unmasked Estep 
Score: -13864119.000000 Penalty: 5725.404297
	Iteration 24Q: 3 clusters Score -1.386412e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 101791 members 
Entering Unmasked Estep 
Score: -13864128.000000 Penalty: 5725.404297
	Iteration 25Q: 3 clusters Score -1.386413e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 101780 members 
Entering Unmasked Estep 
Score: -13864151.000000 Penalty: 5725.404297
	Iteration 26Q: 3 clusters Score -1.386415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 101771 members 
Entering Unmasked Estep 
Score: -13864151.000000 Penalty: 5725.404297
	Iteration 27Q: 3 clusters Score -1.386415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 101771 members 
Entering Unmasked Estep 
Score: -13864149.000000 Penalty: 5725.404297
	Iteration 28Q: 3 clusters Score -1.386415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 101767 members 
Entering Unmasked Estep 
Score: -13864153.000000 Penalty: 5725.404297
	Iteration 29Q: 3 clusters Score -1.386415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 101765 members 
Entering Unmasked Estep 
Score: -13864152.000000 Penalty: 5725.404297
	Iteration 30Q: 3 clusters Score -1.386415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 101767 members 
Entering Unmasked Estep 
Score: -13864148.000000 Penalty: 5725.404297
	Iteration 31Q: 3 clusters Score -1.386415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 101767 members 
Entering Unmasked Estep 
Score: -13864145.000000 Penalty: 5725.404297
	Iteration 32Q: 3 clusters Score -1.386414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 101763 members 
Entering Unmasked Estep 
Score: -13864154.000000 Penalty: 5725.404297
	Iteration 33Q: 3 clusters Score -1.386415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 101760 members 
Entering Unmasked Estep 
Score: -13864156.000000 Penalty: 5725.404297
	Iteration 34Q: 3 clusters Score -1.386416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 101759 members 
Entering Unmasked Estep 
Score: -13864156.000000 Penalty: 5725.404297
	Iteration 35Q: 3 clusters Score -1.386416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 101758 members 
Entering Unmasked Estep 
Score: -13864141.000000 Penalty: 5725.404297
	Iteration 36Q: 3 clusters Score -1.386414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 101758 members 
Entering Unmasked Estep 
Score: -13864141.000000 Penalty: 5725.404297
	Iteration 37F: 3 clusters Score -1.386414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (80600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80600 members 
Entering Unmasked Estep 
Score: -10835941.000000 Penalty: 2801.718994
	Iteration 0F: 2 clusters Score -1.083594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -10781931.000000 Penalty: 5603.437988
	Iteration 0F: 3 clusters Score -1.078193e+07 nChanged 37753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -10802936.000000 Penalty: 5603.437988
	Iteration 1F: 3 clusters Score -1.080294e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -10803657.000000 Penalty: 5603.437988
	Iteration 2Q: 3 clusters Score -1.080366e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -10804526.000000 Penalty: 5603.437988
	Iteration 3Q: 3 clusters Score -1.080453e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -10805641.000000 Penalty: 5603.437988
	Iteration 4Q: 3 clusters Score -1.080564e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -10806996.000000 Penalty: 5603.437988
	Iteration 5Q: 3 clusters Score -1.0807e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -10808728.000000 Penalty: 5603.437988
	Iteration 6Q: 3 clusters Score -1.080873e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -10810797.000000 Penalty: 5603.437988
	Iteration 7Q: 3 clusters Score -1.08108e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -10813397.000000 Penalty: 5603.437988
	Iteration 8F: 3 clusters Score -1.08134e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -10816075.000000 Penalty: 5603.437988
	Iteration 9F: 3 clusters Score -1.081608e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -10818737.000000 Penalty: 5603.437988
	Iteration 10F: 3 clusters Score -1.081874e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -10821068.000000 Penalty: 5603.437988
	Iteration 11F: 3 clusters Score -1.082107e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -10823047.000000 Penalty: 5603.437988
	Iteration 12Q: 3 clusters Score -1.082305e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -10824294.000000 Penalty: 5603.437988
	Iteration 13Q: 3 clusters Score -1.082429e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -10824973.000000 Penalty: 5603.437988
	Iteration 14Q: 3 clusters Score -1.082497e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -10825244.000000 Penalty: 5603.437988
	Iteration 15Q: 3 clusters Score -1.082524e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -10825430.000000 Penalty: 5603.437988
	Iteration 16Q: 3 clusters Score -1.082543e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -10825496.000000 Penalty: 5603.437988
	Iteration 17Q: 3 clusters Score -1.08255e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -10825612.000000 Penalty: 5603.437988
	Iteration 18Q: 3 clusters Score -1.082561e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -10825647.000000 Penalty: 5603.437988
	Iteration 19Q: 3 clusters Score -1.082565e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -10825728.000000 Penalty: 5603.437988
	Iteration 20F: 3 clusters Score -1.082573e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -10825793.000000 Penalty: 5603.437988
	Iteration 21Q: 3 clusters Score -1.082579e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -10825864.000000 Penalty: 5603.437988
	Iteration 22Q: 3 clusters Score -1.082586e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -10825931.000000 Penalty: 5603.437988
	Iteration 23Q: 3 clusters Score -1.082593e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -10825963.000000 Penalty: 5603.437988
	Iteration 24Q: 3 clusters Score -1.082596e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -10825976.000000 Penalty: 5603.437988
	Iteration 25Q: 3 clusters Score -1.082598e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -10825983.000000 Penalty: 5603.437988
	Iteration 26Q: 3 clusters Score -1.082598e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -10826023.000000 Penalty: 5603.437988
	Iteration 27Q: 3 clusters Score -1.082602e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -10826063.000000 Penalty: 5603.437988
	Iteration 28Q: 3 clusters Score -1.082606e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -10826079.000000 Penalty: 5603.437988
	Iteration 29Q: 3 clusters Score -1.082608e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -10826103.000000 Penalty: 5603.437988
	Iteration 30Q: 3 clusters Score -1.08261e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -10826142.000000 Penalty: 5603.437988
	Iteration 31Q: 3 clusters Score -1.082614e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -10826137.000000 Penalty: 5603.437988
	Iteration 32Q: 3 clusters Score -1.082614e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -10826162.000000 Penalty: 5603.437988
	Iteration 33Q: 3 clusters Score -1.082616e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -10826151.000000 Penalty: 5603.437988
	Iteration 34Q: 3 clusters Score -1.082615e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -10826143.000000 Penalty: 5603.437988
	Iteration 35Q: 3 clusters Score -1.082614e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -10826152.000000 Penalty: 5603.437988
	Iteration 36Q: 3 clusters Score -1.082615e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -10826179.000000 Penalty: 5603.437988
	Iteration 37Q: 3 clusters Score -1.082618e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -10826193.000000 Penalty: 5603.437988
	Iteration 38Q: 3 clusters Score -1.082619e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -10826190.000000 Penalty: 5603.437988
	Iteration 39Q: 3 clusters Score -1.082619e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -10826219.000000 Penalty: 5603.437988
	Iteration 40F: 3 clusters Score -1.082622e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -10826261.000000 Penalty: 5603.437988
	Iteration 41Q: 3 clusters Score -1.082626e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -10826264.000000 Penalty: 5603.437988
	Iteration 42Q: 3 clusters Score -1.082626e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -10826300.000000 Penalty: 5603.437988
	Iteration 43Q: 3 clusters Score -1.08263e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -10826287.000000 Penalty: 5603.437988
	Iteration 44Q: 3 clusters Score -1.082629e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -10826299.000000 Penalty: 5603.437988
	Iteration 45Q: 3 clusters Score -1.08263e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -10826282.000000 Penalty: 5603.437988
	Iteration 46Q: 3 clusters Score -1.082628e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -10826292.000000 Penalty: 5603.437988
	Iteration 47Q: 3 clusters Score -1.082629e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -10826312.000000 Penalty: 5603.437988
	Iteration 48Q: 3 clusters Score -1.082631e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -10826322.000000 Penalty: 5603.437988
	Iteration 49Q: 3 clusters Score -1.082632e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -10826323.000000 Penalty: 5603.437988
	Iteration 50Q: 3 clusters Score -1.082632e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -10826353.000000 Penalty: 5603.437988
	Iteration 51Q: 3 clusters Score -1.082635e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -10826336.000000 Penalty: 5603.437988
	Iteration 52Q: 3 clusters Score -1.082634e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -10826330.000000 Penalty: 5603.437988
	Iteration 53Q: 3 clusters Score -1.082633e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -10826379.000000 Penalty: 5603.437988
	Iteration 54Q: 3 clusters Score -1.082638e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -10826386.000000 Penalty: 5603.437988
	Iteration 55Q: 3 clusters Score -1.082639e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -10826381.000000 Penalty: 5603.437988
	Iteration 56Q: 3 clusters Score -1.082638e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -10826387.000000 Penalty: 5603.437988
	Iteration 57Q: 3 clusters Score -1.082639e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -10826384.000000 Penalty: 5603.437988
	Iteration 58Q: 3 clusters Score -1.082638e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -10826408.000000 Penalty: 5603.437988
	Iteration 59Q: 3 clusters Score -1.082641e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -10826404.000000 Penalty: 5603.437988
	Iteration 60F: 3 clusters Score -1.08264e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -10826402.000000 Penalty: 5603.437988
	Iteration 61Q: 3 clusters Score -1.08264e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -10826406.000000 Penalty: 5603.437988
	Iteration 62Q: 3 clusters Score -1.082641e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -10826417.000000 Penalty: 5603.437988
	Iteration 63Q: 3 clusters Score -1.082642e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -10826412.000000 Penalty: 5603.437988
	Iteration 64Q: 3 clusters Score -1.082641e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -10826386.000000 Penalty: 5603.437988
	Iteration 65Q: 3 clusters Score -1.082639e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -10826409.000000 Penalty: 5603.437988
	Iteration 66Q: 3 clusters Score -1.082641e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -10826394.000000 Penalty: 5603.437988
	Iteration 67Q: 3 clusters Score -1.082639e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -10826392.000000 Penalty: 5603.437988
	Iteration 68Q: 3 clusters Score -1.082639e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -10826398.000000 Penalty: 5603.437988
	Iteration 69Q: 3 clusters Score -1.08264e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -10826385.000000 Penalty: 5603.437988
	Iteration 70Q: 3 clusters Score -1.082638e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -10826412.000000 Penalty: 5603.437988
	Iteration 71Q: 3 clusters Score -1.082641e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -10826405.000000 Penalty: 5603.437988
	Iteration 72Q: 3 clusters Score -1.08264e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -10826418.000000 Penalty: 5603.437988
	Iteration 73Q: 3 clusters Score -1.082642e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -10826403.000000 Penalty: 5603.437988
	Iteration 74Q: 3 clusters Score -1.08264e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -10826412.000000 Penalty: 5603.437988
	Iteration 75Q: 3 clusters Score -1.082641e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -10826437.000000 Penalty: 5603.437988
	Iteration 76Q: 3 clusters Score -1.082644e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -10826435.000000 Penalty: 5603.437988
	Iteration 77Q: 3 clusters Score -1.082644e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -10826420.000000 Penalty: 5603.437988
	Iteration 78Q: 3 clusters Score -1.082642e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -10826399.000000 Penalty: 5603.437988
	Iteration 79Q: 3 clusters Score -1.08264e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -10826401.000000 Penalty: 5603.437988
	Iteration 80F: 3 clusters Score -1.08264e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -10826403.000000 Penalty: 5603.437988
	Iteration 81Q: 3 clusters Score -1.08264e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -10826386.000000 Penalty: 5603.437988
	Iteration 82Q: 3 clusters Score -1.082639e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -10826380.000000 Penalty: 5603.437988
	Iteration 83Q: 3 clusters Score -1.082638e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -10826387.000000 Penalty: 5603.437988
	Iteration 84Q: 3 clusters Score -1.082639e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -10826382.000000 Penalty: 5603.437988
	Iteration 85Q: 3 clusters Score -1.082638e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -10826385.000000 Penalty: 5603.437988
	Iteration 86Q: 3 clusters Score -1.082638e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -10826402.000000 Penalty: 5603.437988
	Iteration 87Q: 3 clusters Score -1.08264e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -10826395.000000 Penalty: 5603.437988
	Iteration 88Q: 3 clusters Score -1.08264e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -10826409.000000 Penalty: 5603.437988
	Iteration 89Q: 3 clusters Score -1.082641e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -10826411.000000 Penalty: 5603.437988
	Iteration 90Q: 3 clusters Score -1.082641e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -10826435.000000 Penalty: 5603.437988
	Iteration 91Q: 3 clusters Score -1.082644e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -10826450.000000 Penalty: 5603.437988
	Iteration 92Q: 3 clusters Score -1.082645e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -10826430.000000 Penalty: 5603.437988
	Iteration 93Q: 3 clusters Score -1.082643e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -10826435.000000 Penalty: 5603.437988
	Iteration 94Q: 3 clusters Score -1.082644e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -10826442.000000 Penalty: 5603.437988
	Iteration 95Q: 3 clusters Score -1.082644e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -10826447.000000 Penalty: 5603.437988
	Iteration 96Q: 3 clusters Score -1.082645e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -10826454.000000 Penalty: 5603.437988
	Iteration 97Q: 3 clusters Score -1.082645e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -10826455.000000 Penalty: 5603.437988
	Iteration 98Q: 3 clusters Score -1.082646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -10826460.000000 Penalty: 5603.437988
	Iteration 99Q: 3 clusters Score -1.082646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -10826465.000000 Penalty: 5603.437988
	Iteration 100F: 3 clusters Score -1.082646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -10826454.000000 Penalty: 5603.437988
	Iteration 101Q: 3 clusters Score -1.082645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -10826454.000000 Penalty: 5603.437988
	Iteration 102Q: 3 clusters Score -1.082645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -10826455.000000 Penalty: 5603.437988
	Iteration 103Q: 3 clusters Score -1.082646e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -10826459.000000 Penalty: 5603.437988
	Iteration 104Q: 3 clusters Score -1.082646e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -10826442.000000 Penalty: 5603.437988
	Iteration 105Q: 3 clusters Score -1.082644e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -10826444.000000 Penalty: 5603.437988
	Iteration 106Q: 3 clusters Score -1.082644e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -10826424.000000 Penalty: 5603.437988
	Iteration 107Q: 3 clusters Score -1.082642e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -10826432.000000 Penalty: 5603.437988
	Iteration 108Q: 3 clusters Score -1.082643e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -10826457.000000 Penalty: 5603.437988
	Iteration 109Q: 3 clusters Score -1.082646e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -10826466.000000 Penalty: 5603.437988
	Iteration 110Q: 3 clusters Score -1.082647e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -10826468.000000 Penalty: 5603.437988
	Iteration 111Q: 3 clusters Score -1.082647e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -10826459.000000 Penalty: 5603.437988
	Iteration 112Q: 3 clusters Score -1.082646e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -10826472.000000 Penalty: 5603.437988
	Iteration 113Q: 3 clusters Score -1.082647e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -10826486.000000 Penalty: 5603.437988
	Iteration 114Q: 3 clusters Score -1.082649e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -10826492.000000 Penalty: 5603.437988
	Iteration 115Q: 3 clusters Score -1.082649e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -10826493.000000 Penalty: 5603.437988
	Iteration 116Q: 3 clusters Score -1.082649e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -10826486.000000 Penalty: 5603.437988
	Iteration 117Q: 3 clusters Score -1.082649e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -10826500.000000 Penalty: 5603.437988
	Iteration 118Q: 3 clusters Score -1.08265e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -10826508.000000 Penalty: 5603.437988
	Iteration 119Q: 3 clusters Score -1.082651e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -10826528.000000 Penalty: 5603.437988
	Iteration 120F: 3 clusters Score -1.082653e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -10826531.000000 Penalty: 5603.437988
	Iteration 121Q: 3 clusters Score -1.082653e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -10826553.000000 Penalty: 5603.437988
	Iteration 122Q: 3 clusters Score -1.082655e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -10826573.000000 Penalty: 5603.437988
	Iteration 123Q: 3 clusters Score -1.082657e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -10826590.000000 Penalty: 5603.437988
	Iteration 124Q: 3 clusters Score -1.082659e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -10826601.000000 Penalty: 5603.437988
	Iteration 125Q: 3 clusters Score -1.08266e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -10826599.000000 Penalty: 5603.437988
	Iteration 126Q: 3 clusters Score -1.08266e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -10826588.000000 Penalty: 5603.437988
	Iteration 127Q: 3 clusters Score -1.082659e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -10826589.000000 Penalty: 5603.437988
	Iteration 128Q: 3 clusters Score -1.082659e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -10826601.000000 Penalty: 5603.437988
	Iteration 129Q: 3 clusters Score -1.08266e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -10826602.000000 Penalty: 5603.437988
	Iteration 130Q: 3 clusters Score -1.08266e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -10826585.000000 Penalty: 5603.437988
	Iteration 131Q: 3 clusters Score -1.082658e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -10826577.000000 Penalty: 5603.437988
	Iteration 132Q: 3 clusters Score -1.082658e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -10826585.000000 Penalty: 5603.437988
	Iteration 133Q: 3 clusters Score -1.082658e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -10826554.000000 Penalty: 5603.437988
	Iteration 134Q: 3 clusters Score -1.082655e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -10826570.000000 Penalty: 5603.437988
	Iteration 135Q: 3 clusters Score -1.082657e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -10826596.000000 Penalty: 5603.437988
	Iteration 136Q: 3 clusters Score -1.08266e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -10826576.000000 Penalty: 5603.437988
	Iteration 137Q: 3 clusters Score -1.082658e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -10826585.000000 Penalty: 5603.437988
	Iteration 138Q: 3 clusters Score -1.082658e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -10826624.000000 Penalty: 5603.437988
	Iteration 139Q: 3 clusters Score -1.082662e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -10826655.000000 Penalty: 5603.437988
	Iteration 140F: 3 clusters Score -1.082666e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -10826686.000000 Penalty: 5603.437988
	Iteration 141Q: 3 clusters Score -1.082669e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -10826703.000000 Penalty: 5603.437988
	Iteration 142Q: 3 clusters Score -1.08267e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -10826712.000000 Penalty: 5603.437988
	Iteration 143Q: 3 clusters Score -1.082671e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -10826709.000000 Penalty: 5603.437988
	Iteration 144Q: 3 clusters Score -1.082671e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -10826734.000000 Penalty: 5603.437988
	Iteration 145Q: 3 clusters Score -1.082673e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -10826717.000000 Penalty: 5603.437988
	Iteration 146Q: 3 clusters Score -1.082672e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -10826748.000000 Penalty: 5603.437988
	Iteration 147Q: 3 clusters Score -1.082675e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -10826743.000000 Penalty: 5603.437988
	Iteration 148Q: 3 clusters Score -1.082674e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -10826773.000000 Penalty: 5603.437988
	Iteration 149Q: 3 clusters Score -1.082677e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -10826806.000000 Penalty: 5603.437988
	Iteration 150Q: 3 clusters Score -1.082681e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -10826839.000000 Penalty: 5603.437988
	Iteration 151Q: 3 clusters Score -1.082684e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -10826836.000000 Penalty: 5603.437988
	Iteration 152Q: 3 clusters Score -1.082684e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -10826829.000000 Penalty: 5603.437988
	Iteration 153Q: 3 clusters Score -1.082683e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -10826889.000000 Penalty: 5603.437988
	Iteration 154Q: 3 clusters Score -1.082689e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -10826922.000000 Penalty: 5603.437988
	Iteration 155Q: 3 clusters Score -1.082692e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -10826964.000000 Penalty: 5603.437988
	Iteration 156Q: 3 clusters Score -1.082696e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -10827021.000000 Penalty: 5603.437988
	Iteration 157Q: 3 clusters Score -1.082702e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -10827067.000000 Penalty: 5603.437988
	Iteration 158Q: 3 clusters Score -1.082707e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -10827094.000000 Penalty: 5603.437988
	Iteration 159Q: 3 clusters Score -1.082709e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -10827059.000000 Penalty: 5603.437988
	Iteration 160F: 3 clusters Score -1.082706e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -10827129.000000 Penalty: 5603.437988
	Iteration 161Q: 3 clusters Score -1.082713e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -10827167.000000 Penalty: 5603.437988
	Iteration 162Q: 3 clusters Score -1.082717e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -10827272.000000 Penalty: 5603.437988
	Iteration 163Q: 3 clusters Score -1.082727e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -10827327.000000 Penalty: 5603.437988
	Iteration 164Q: 3 clusters Score -1.082733e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -10827388.000000 Penalty: 5603.437988
	Iteration 165Q: 3 clusters Score -1.082739e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -10827429.000000 Penalty: 5603.437988
	Iteration 166Q: 3 clusters Score -1.082743e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 50261 members 
Entering Unmasked Estep 
Score: -10827541.000000 Penalty: 5603.437988
	Iteration 167Q: 3 clusters Score -1.082754e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -10827624.000000 Penalty: 5603.437988
	Iteration 168Q: 3 clusters Score -1.082762e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -10827724.000000 Penalty: 5603.437988
	Iteration 169Q: 3 clusters Score -1.082772e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 51967 members 
Entering Unmasked Estep 
Score: -10827808.000000 Penalty: 5603.437988
	Iteration 170Q: 3 clusters Score -1.082781e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -10827856.000000 Penalty: 5603.437988
	Iteration 171Q: 3 clusters Score -1.082786e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 53143 members 
Entering Unmasked Estep 
Score: -10827940.000000 Penalty: 5603.437988
	Iteration 172Q: 3 clusters Score -1.082794e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
Score: -10828014.000000 Penalty: 5603.437988
	Iteration 173Q: 3 clusters Score -1.082801e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 54388 members 
Entering Unmasked Estep 
Score: -10828106.000000 Penalty: 5603.437988
	Iteration 174Q: 3 clusters Score -1.082811e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -10828210.000000 Penalty: 5603.437988
	Iteration 175Q: 3 clusters Score -1.082821e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 55673 members 
Entering Unmasked Estep 
Score: -10828365.000000 Penalty: 5603.437988
	Iteration 176Q: 3 clusters Score -1.082836e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -10828428.000000 Penalty: 5603.437988
	Iteration 177Q: 3 clusters Score -1.082843e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 57115 members 
Entering Unmasked Estep 
Score: -10828569.000000 Penalty: 5603.437988
	Iteration 178Q: 3 clusters Score -1.082857e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 57839 members 
Entering Unmasked Estep 
Score: -10828656.000000 Penalty: 5603.437988
	Iteration 179Q: 3 clusters Score -1.082866e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 58567 members 
Entering Unmasked Estep 
Score: -10828847.000000 Penalty: 5603.437988
	Iteration 180F: 3 clusters Score -1.082885e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 59276 members 
Entering Unmasked Estep 
Score: -10828976.000000 Penalty: 5603.437988
	Iteration 181Q: 3 clusters Score -1.082898e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 59985 members 
Entering Unmasked Estep 
Score: -10829094.000000 Penalty: 5603.437988
	Iteration 182Q: 3 clusters Score -1.082909e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 60679 members 
Entering Unmasked Estep 
Score: -10829186.000000 Penalty: 5603.437988
	Iteration 183Q: 3 clusters Score -1.082919e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 61375 members 
Entering Unmasked Estep 
Score: -10829345.000000 Penalty: 5603.437988
	Iteration 184Q: 3 clusters Score -1.082934e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 62075 members 
Entering Unmasked Estep 
Score: -10829487.000000 Penalty: 5603.437988
	Iteration 185Q: 3 clusters Score -1.082949e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 62807 members 
Entering Unmasked Estep 
Score: -10829686.000000 Penalty: 5603.437988
	Iteration 186Q: 3 clusters Score -1.082969e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 63559 members 
Entering Unmasked Estep 
Score: -10829900.000000 Penalty: 5603.437988
	Iteration 187Q: 3 clusters Score -1.08299e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 64318 members 
Entering Unmasked Estep 
Score: -10830111.000000 Penalty: 5603.437988
	Iteration 188Q: 3 clusters Score -1.083011e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 65118 members 
Entering Unmasked Estep 
Score: -10830325.000000 Penalty: 5603.437988
	Iteration 189Q: 3 clusters Score -1.083032e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 65953 members 
Entering Unmasked Estep 
Score: -10830530.000000 Penalty: 5603.437988
	Iteration 190Q: 3 clusters Score -1.083053e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -10830776.000000 Penalty: 5603.437988
	Iteration 191Q: 3 clusters Score -1.083078e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 67625 members 
Entering Unmasked Estep 
Score: -10830992.000000 Penalty: 5603.437988
	Iteration 192Q: 3 clusters Score -1.083099e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 68397 members 
Entering Unmasked Estep 
Score: -10831208.000000 Penalty: 5603.437988
	Iteration 193Q: 3 clusters Score -1.083121e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 69165 members 
Entering Unmasked Estep 
Score: -10831490.000000 Penalty: 5603.437988
	Iteration 194Q: 3 clusters Score -1.083149e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 69881 members 
Entering Unmasked Estep 
Score: -10831661.000000 Penalty: 5603.437988
	Iteration 195Q: 3 clusters Score -1.083166e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 70555 members 
Entering Unmasked Estep 
Score: -10831835.000000 Penalty: 5603.437988
	Iteration 196Q: 3 clusters Score -1.083184e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 71201 members 
Entering Unmasked Estep 
Score: -10832026.000000 Penalty: 5603.437988
	Iteration 197Q: 3 clusters Score -1.083203e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 71878 members 
Entering Unmasked Estep 
Score: -10832254.000000 Penalty: 5603.437988
	Iteration 198Q: 3 clusters Score -1.083225e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 72518 members 
Entering Unmasked Estep 
Score: -10832441.000000 Penalty: 5603.437988
	Iteration 199Q: 3 clusters Score -1.083244e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 73086 members 
Entering Unmasked Estep 
Score: -10832638.000000 Penalty: 5603.437988
	Iteration 200F: 3 clusters Score -1.083264e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 73607 members 
Entering Unmasked Estep 
Score: -10832783.000000 Penalty: 5603.437988
	Iteration 201Q: 3 clusters Score -1.083278e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 74078 members 
Entering Unmasked Estep 
Score: -10832919.000000 Penalty: 5603.437988
	Iteration 202Q: 3 clusters Score -1.083292e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 74507 members 
Entering Unmasked Estep 
Score: -10833039.000000 Penalty: 5603.437988
	Iteration 203Q: 3 clusters Score -1.083304e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 74905 members 
Entering Unmasked Estep 
Score: -10833135.000000 Penalty: 5603.437988
	Iteration 204Q: 3 clusters Score -1.083314e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 75266 members 
Entering Unmasked Estep 
Score: -10833229.000000 Penalty: 5603.437988
	Iteration 205Q: 3 clusters Score -1.083323e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 75593 members 
Entering Unmasked Estep 
Score: -10833314.000000 Penalty: 5603.437988
	Iteration 206Q: 3 clusters Score -1.083331e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 75870 members 
Entering Unmasked Estep 
Score: -10833373.000000 Penalty: 5603.437988
	Iteration 207Q: 3 clusters Score -1.083337e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 76127 members 
Entering Unmasked Estep 
Score: -10833439.000000 Penalty: 5603.437988
	Iteration 208Q: 3 clusters Score -1.083344e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 76360 members 
Entering Unmasked Estep 
Score: -10833486.000000 Penalty: 5603.437988
	Iteration 209Q: 3 clusters Score -1.083349e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 76568 members 
Entering Unmasked Estep 
Score: -10833547.000000 Penalty: 5603.437988
	Iteration 210Q: 3 clusters Score -1.083355e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 76747 members 
Entering Unmasked Estep 
Score: -10833621.000000 Penalty: 5603.437988
	Iteration 211Q: 3 clusters Score -1.083362e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 76911 members 
Entering Unmasked Estep 
Score: -10833669.000000 Penalty: 5603.437988
	Iteration 212Q: 3 clusters Score -1.083367e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 77054 members 
Entering Unmasked Estep 
Score: -10833727.000000 Penalty: 5603.437988
	Iteration 213Q: 3 clusters Score -1.083373e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 77168 members 
Entering Unmasked Estep 
Score: -10833756.000000 Penalty: 5603.437988
	Iteration 214Q: 3 clusters Score -1.083376e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 77279 members 
Entering Unmasked Estep 
Score: -10833784.000000 Penalty: 5603.437988
	Iteration 215Q: 3 clusters Score -1.083378e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 77389 members 
Entering Unmasked Estep 
Score: -10833815.000000 Penalty: 5603.437988
	Iteration 216Q: 3 clusters Score -1.083382e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 77507 members 
Entering Unmasked Estep 
Score: -10833859.000000 Penalty: 5603.437988
	Iteration 217Q: 3 clusters Score -1.083386e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 77599 members 
Entering Unmasked Estep 
Score: -10833856.000000 Penalty: 5603.437988
	Iteration 218Q: 3 clusters Score -1.083386e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 77678 members 
Entering Unmasked Estep 
Score: -10833869.000000 Penalty: 5603.437988
	Iteration 219Q: 3 clusters Score -1.083387e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 77744 members 
Entering Unmasked Estep 
Score: -10833852.000000 Penalty: 5603.437988
	Iteration 220F: 3 clusters Score -1.083385e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 77809 members 
Entering Unmasked Estep 
Score: -10833866.000000 Penalty: 5603.437988
	Iteration 221Q: 3 clusters Score -1.083387e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 77868 members 
Entering Unmasked Estep 
Score: -10833873.000000 Penalty: 5603.437988
	Iteration 222Q: 3 clusters Score -1.083387e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 77911 members 
Entering Unmasked Estep 
Score: -10833863.000000 Penalty: 5603.437988
	Iteration 223Q: 3 clusters Score -1.083386e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 77959 members 
Entering Unmasked Estep 
Score: -10833880.000000 Penalty: 5603.437988
	Iteration 224Q: 3 clusters Score -1.083388e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 78010 members 
Entering Unmasked Estep 
Score: -10833898.000000 Penalty: 5603.437988
	Iteration 225Q: 3 clusters Score -1.08339e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 78058 members 
Entering Unmasked Estep 
Score: -10833909.000000 Penalty: 5603.437988
	Iteration 226Q: 3 clusters Score -1.083391e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 78094 members 
Entering Unmasked Estep 
Score: -10833918.000000 Penalty: 5603.437988
	Iteration 227Q: 3 clusters Score -1.083392e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 78125 members 
Entering Unmasked Estep 
Score: -10833934.000000 Penalty: 5603.437988
	Iteration 228Q: 3 clusters Score -1.083393e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -10833964.000000 Penalty: 5603.437988
	Iteration 229Q: 3 clusters Score -1.083396e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 78182 members 
Entering Unmasked Estep 
Score: -10833962.000000 Penalty: 5603.437988
	Iteration 230Q: 3 clusters Score -1.083396e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 78205 members 
Entering Unmasked Estep 
Score: -10833967.000000 Penalty: 5603.437988
	Iteration 231Q: 3 clusters Score -1.083397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 78226 members 
Entering Unmasked Estep 
Score: -10833962.000000 Penalty: 5603.437988
	Iteration 232Q: 3 clusters Score -1.083396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 78240 members 
Entering Unmasked Estep 
Score: -10833976.000000 Penalty: 5603.437988
	Iteration 233Q: 3 clusters Score -1.083398e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 78259 members 
Entering Unmasked Estep 
Score: -10833995.000000 Penalty: 5603.437988
	Iteration 234Q: 3 clusters Score -1.0834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 78273 members 
Entering Unmasked Estep 
Score: -10834004.000000 Penalty: 5603.437988
	Iteration 235Q: 3 clusters Score -1.0834e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 78286 members 
Entering Unmasked Estep 
Score: -10834009.000000 Penalty: 5603.437988
	Iteration 236Q: 3 clusters Score -1.083401e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 78298 members 
Entering Unmasked Estep 
Score: -10834003.000000 Penalty: 5603.437988
	Iteration 237Q: 3 clusters Score -1.0834e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 78307 members 
Entering Unmasked Estep 
Score: -10834002.000000 Penalty: 5603.437988
	Iteration 238Q: 3 clusters Score -1.0834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 78319 members 
Entering Unmasked Estep 
Score: -10834012.000000 Penalty: 5603.437988
	Iteration 239Q: 3 clusters Score -1.083401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 78327 members 
Entering Unmasked Estep 
Score: -10834014.000000 Penalty: 5603.437988
	Iteration 240F: 3 clusters Score -1.083401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 78332 members 
Entering Unmasked Estep 
Score: -10834014.000000 Penalty: 5603.437988
	Iteration 241Q: 3 clusters Score -1.083401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 78337 members 
Entering Unmasked Estep 
Score: -10834014.000000 Penalty: 5603.437988
	Iteration 242Q: 3 clusters Score -1.083401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 78340 members 
Entering Unmasked Estep 
Score: -10834009.000000 Penalty: 5603.437988
	Iteration 243Q: 3 clusters Score -1.083401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 78342 members 
Entering Unmasked Estep 
Score: -10834014.000000 Penalty: 5603.437988
	Iteration 244Q: 3 clusters Score -1.083401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 78345 members 
Entering Unmasked Estep 
Score: -10834010.000000 Penalty: 5603.437988
	Iteration 245Q: 3 clusters Score -1.083401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 78348 members 
Entering Unmasked Estep 
Score: -10834013.000000 Penalty: 5603.437988
	Iteration 246Q: 3 clusters Score -1.083401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 78351 members 
Entering Unmasked Estep 
Score: -10834018.000000 Penalty: 5603.437988
	Iteration 247Q: 3 clusters Score -1.083402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 78351 members 
Entering Unmasked Estep 
Score: -10834018.000000 Penalty: 5603.437988
	Iteration 248F: 3 clusters Score -1.083402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (157522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157522 members 
Entering Unmasked Estep 
Score: -20912046.000000 Penalty: 2967.895508
	Iteration 0F: 2 clusters Score -2.091205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79122 members 
Mstep: Class 2 contains 78400 members 
Entering Unmasked Estep 
Score: -20807798.000000 Penalty: 5935.791016
	Iteration 0F: 3 clusters Score -2.08078e+07 nChanged 75485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84719 members 
Mstep: Class 2 contains 72803 members 
Entering Unmasked Estep 
Score: -20851178.000000 Penalty: 5935.791016
	Iteration 1F: 3 clusters Score -2.085118e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88590 members 
Mstep: Class 2 contains 68932 members 
Entering Unmasked Estep 
Score: -20852672.000000 Penalty: 5935.791016
	Iteration 2Q: 3 clusters Score -2.085267e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94652 members 
Mstep: Class 2 contains 62870 members 
Entering Unmasked Estep 
Score: -20855264.000000 Penalty: 5935.791016
	Iteration 3Q: 3 clusters Score -2.085526e+07 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103778 members 
Mstep: Class 2 contains 53744 members 
Entering Unmasked Estep 
Score: -20860228.000000 Penalty: 5935.791016
	Iteration 4F: 3 clusters Score -2.086023e+07 nChanged 12797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116487 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -20869310.000000 Penalty: 5935.791016
	Iteration 5F: 3 clusters Score -2.086931e+07 nChanged 15061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131516 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -20883300.000000 Penalty: 5935.791016
	Iteration 6F: 3 clusters Score -2.08833e+07 nChanged 13527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145037 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -20897342.000000 Penalty: 5935.791016
	Iteration 7F: 3 clusters Score -2.089734e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153149 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -20905672.000000 Penalty: 5935.791016
	Iteration 8F: 3 clusters Score -2.090567e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156269 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -20908598.000000 Penalty: 5935.791016
	Iteration 9Q: 3 clusters Score -2.09086e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157046 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -20909146.000000 Penalty: 5935.791016
	Iteration 10Q: 3 clusters Score -2.090915e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157222 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -20909366.000000 Penalty: 5935.791016
	Iteration 11Q: 3 clusters Score -2.090937e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157274 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -20909434.000000 Penalty: 5935.791016
	Iteration 12Q: 3 clusters Score -2.090943e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157293 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -20909502.000000 Penalty: 5935.791016
	Iteration 13Q: 3 clusters Score -2.09095e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157304 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -20909502.000000 Penalty: 5935.791016
	Iteration 14Q: 3 clusters Score -2.09095e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157311 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -20909504.000000 Penalty: 5935.791016
	Iteration 15Q: 3 clusters Score -2.09095e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157315 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -20909516.000000 Penalty: 5935.791016
	Iteration 16Q: 3 clusters Score -2.090952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157317 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -20909534.000000 Penalty: 5935.791016
	Iteration 17Q: 3 clusters Score -2.090953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157319 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20909530.000000 Penalty: 5935.791016
	Iteration 18Q: 3 clusters Score -2.090953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157319 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20909544.000000 Penalty: 5935.791016
	Iteration 19Q: 3 clusters Score -2.090954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157319 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20909546.000000 Penalty: 5935.791016
	Iteration 20F: 3 clusters Score -2.090955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157318 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20909546.000000 Penalty: 5935.791016
	Iteration 21Q: 3 clusters Score -2.090955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157318 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20909562.000000 Penalty: 5935.791016
	Iteration 22Q: 3 clusters Score -2.090956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157319 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20909558.000000 Penalty: 5935.791016
	Iteration 23Q: 3 clusters Score -2.090956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157318 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -20909558.000000 Penalty: 5935.791016
	Iteration 24Q: 3 clusters Score -2.090956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157319 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20909554.000000 Penalty: 5935.791016
	Iteration 25Q: 3 clusters Score -2.090955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157319 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -20909554.000000 Penalty: 5935.791016
	Iteration 26F: 3 clusters Score -2.090955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (164857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164857 members 
Entering Unmasked Estep 
Score: -22345730.000000 Penalty: 2979.182617
	Iteration 0F: 2 clusters Score -2.234573e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82856 members 
Mstep: Class 2 contains 82001 members 
Entering Unmasked Estep 
Score: -22239452.000000 Penalty: 5958.365234
	Iteration 0F: 3 clusters Score -2.223945e+07 nChanged 78704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89778 members 
Mstep: Class 2 contains 75079 members 
Entering Unmasked Estep 
Score: -22285810.000000 Penalty: 5958.365234
	Iteration 1F: 3 clusters Score -2.228581e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94397 members 
Mstep: Class 2 contains 70460 members 
Entering Unmasked Estep 
Score: -22287826.000000 Penalty: 5958.365234
	Iteration 2Q: 3 clusters Score -2.228783e+07 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101426 members 
Mstep: Class 2 contains 63431 members 
Entering Unmasked Estep 
Score: -22291234.000000 Penalty: 5958.365234
	Iteration 3Q: 3 clusters Score -2.229123e+07 nChanged 10716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111784 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -22297562.000000 Penalty: 5958.365234
	Iteration 4F: 3 clusters Score -2.229756e+07 nChanged 13745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125339 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -22308450.000000 Penalty: 5958.365234
	Iteration 5F: 3 clusters Score -2.230845e+07 nChanged 14679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139892 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -22322266.000000 Penalty: 5958.365234
	Iteration 6F: 3 clusters Score -2.232227e+07 nChanged 11806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151644 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -22334746.000000 Penalty: 5958.365234
	Iteration 7F: 3 clusters Score -2.233475e+07 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159120 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -22340714.000000 Penalty: 5958.365234
	Iteration 8Q: 3 clusters Score -2.234071e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162628 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -22342490.000000 Penalty: 5958.365234
	Iteration 9Q: 3 clusters Score -2.234249e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163883 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -22342888.000000 Penalty: 5958.365234
	Iteration 10Q: 3 clusters Score -2.234289e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164296 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -22342974.000000 Penalty: 5958.365234
	Iteration 11Q: 3 clusters Score -2.234297e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164443 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -22343056.000000 Penalty: 5958.365234
	Iteration 12Q: 3 clusters Score -2.234306e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164491 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -22343104.000000 Penalty: 5958.365234
	Iteration 13Q: 3 clusters Score -2.23431e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164512 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -22343118.000000 Penalty: 5958.365234
	Iteration 14Q: 3 clusters Score -2.234312e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164523 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -22343144.000000 Penalty: 5958.365234
	Iteration 15Q: 3 clusters Score -2.234314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164526 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -22343136.000000 Penalty: 5958.365234
	Iteration 16Q: 3 clusters Score -2.234314e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164527 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -22343148.000000 Penalty: 5958.365234
	Iteration 17Q: 3 clusters Score -2.234315e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164531 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -22343174.000000 Penalty: 5958.365234
	Iteration 18Q: 3 clusters Score -2.234317e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164539 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -22343176.000000 Penalty: 5958.365234
	Iteration 19Q: 3 clusters Score -2.234318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164539 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -22343190.000000 Penalty: 5958.365234
	Iteration 20F: 3 clusters Score -2.234319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164539 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -22343186.000000 Penalty: 5958.365234
	Iteration 21Q: 3 clusters Score -2.234319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164542 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -22343198.000000 Penalty: 5958.365234
	Iteration 22Q: 3 clusters Score -2.23432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164542 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -22343198.000000 Penalty: 5958.365234
	Iteration 23Q: 3 clusters Score -2.23432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164543 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -22343186.000000 Penalty: 5958.365234
	Iteration 24Q: 3 clusters Score -2.234319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164544 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -22343186.000000 Penalty: 5958.365234
	Iteration 25Q: 3 clusters Score -2.234319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164544 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -22343186.000000 Penalty: 5958.365234
	Iteration 26F: 3 clusters Score -2.234319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 61658 members 
Mstep: Class 3 contains 3824 members 
Mstep: Class 4 contains 168181 members 
Mstep: Class 5 contains 33097 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 202667 members 
Mstep: Class 8 contains 62246 members 
Mstep: Class 9 contains 2677 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 51855 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2400 members 
Mstep: Class 14 contains 954 members 
Mstep: Class 15 contains 150437 members 
Mstep: Class 16 contains 12090 members 
Mstep: Class 17 contains 65029 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 20 contains 103069 members 
Mstep: Class 21 contains 80600 members 
Mstep: Class 22 contains 157522 members 
Mstep: Class 23 contains 164857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180442368.000000 Penalty: 80642.937500
Iteration 119Q: 24 clusters Score -1.804424e+08 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 55492 members 
Mstep: Class 2 contains 61590 members 
Mstep: Class 3 contains 3814 members 
Mstep: Class 4 contains 168585 members 
Mstep: Class 5 contains 33403 members 
Mstep: Class 6 contains 288 members 
Mstep: Class 7 contains 201150 members 
Mstep: Class 8 contains 62213 members 
Mstep: Class 9 contains 2673 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 51801 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 2388 members 
Mstep: Class 14 contains 954 members 
Mstep: Class 15 contains 150500 members 
Mstep: Class 16 contains 12156 members 
Mstep: Class 17 contains 64731 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 346 members 
Mstep: Class 20 contains 102951 members 
Mstep: Class 21 contains 80637 members 
Mstep: Class 22 contains 157644 members 
Mstep: Class 23 contains 165071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180443008.000000 Penalty: 80642.937500
Iteration 120F: 24 clusters Score -1.80443e+08 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 61527 members 
Mstep: Class 3 contains 3806 members 
Mstep: Class 4 contains 169031 members 
Mstep: Class 5 contains 33720 members 
Mstep: Class 6 contains 294 members 
Mstep: Class 7 contains 199604 members 
Mstep: Class 8 contains 62170 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 710 members 
Mstep: Class 11 contains 51740 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2382 members 
Mstep: Class 14 contains 954 members 
Mstep: Class 15 contains 150535 members 
Mstep: Class 16 contains 12230 members 
Mstep: Class 17 contains 64475 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 102848 members 
Mstep: Class 21 contains 80672 members 
Mstep: Class 22 contains 157709 members 
Mstep: Class 23 contains 165309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180443680.000000 Penalty: 80642.937500
Iteration 121Q: 24 clusters Score -1.804437e+08 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 61493 members 
Mstep: Class 3 contains 3801 members 
Mstep: Class 4 contains 169322 members 
Mstep: Class 5 contains 34092 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 198069 members 
Mstep: Class 8 contains 62125 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 709 members 
Mstep: Class 11 contains 51667 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2377 members 
Mstep: Class 14 contains 954 members 
Mstep: Class 15 contains 150617 members 
Mstep: Class 16 contains 12299 members 
Mstep: Class 17 contains 64229 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 102747 members 
Mstep: Class 21 contains 80735 members 
Mstep: Class 22 contains 157768 members 
Mstep: Class 23 contains 165534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180444320.000000 Penalty: 80642.937500
Iteration 122Q: 24 clusters Score -1.804443e+08 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 58184 members 
Mstep: Class 2 contains 61464 members 
Mstep: Class 3 contains 3801 members 
Mstep: Class 4 contains 169620 members 
Mstep: Class 5 contains 34444 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 196430 members 
Mstep: Class 8 contains 62083 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 709 members 
Mstep: Class 11 contains 51565 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2371 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 150741 members 
Mstep: Class 16 contains 12363 members 
Mstep: Class 17 contains 63988 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 102681 members 
Mstep: Class 21 contains 80812 members 
Mstep: Class 22 contains 157811 members 
Mstep: Class 23 contains 165773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180445200.000000 Penalty: 80642.937500
Iteration 123Q: 24 clusters Score -1.804452e+08 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 61429 members 
Mstep: Class 3 contains 3804 members 
Mstep: Class 4 contains 169882 members 
Mstep: Class 5 contains 34818 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 194887 members 
Mstep: Class 8 contains 62073 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 709 members 
Mstep: Class 11 contains 51481 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2363 members 
Mstep: Class 14 contains 954 members 
Mstep: Class 15 contains 150869 members 
Mstep: Class 16 contains 12412 members 
Mstep: Class 17 contains 63748 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 102633 members 
Mstep: Class 21 contains 80884 members 
Mstep: Class 22 contains 157824 members 
Mstep: Class 23 contains 165899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180446560.000000 Penalty: 80642.937500
Iteration 124Q: 24 clusters Score -1.804466e+08 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 59986 members 
Mstep: Class 2 contains 61388 members 
Mstep: Class 3 contains 3811 members 
Mstep: Class 4 contains 170126 members 
Mstep: Class 5 contains 35185 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 193534 members 
Mstep: Class 8 contains 62058 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 709 members 
Mstep: Class 11 contains 51385 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2356 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 150959 members 
Mstep: Class 16 contains 12453 members 
Mstep: Class 17 contains 63497 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 102555 members 
Mstep: Class 21 contains 80944 members 
Mstep: Class 22 contains 157888 members 
Mstep: Class 23 contains 166003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180447456.000000 Penalty: 80642.937500
Iteration 125Q: 24 clusters Score -1.804475e+08 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 61357 members 
Mstep: Class 3 contains 3818 members 
Mstep: Class 4 contains 170295 members 
Mstep: Class 5 contains 35606 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 192216 members 
Mstep: Class 8 contains 62033 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 709 members 
Mstep: Class 11 contains 51274 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2348 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 151095 members 
Mstep: Class 16 contains 12516 members 
Mstep: Class 17 contains 63221 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 102473 members 
Mstep: Class 21 contains 81017 members 
Mstep: Class 22 contains 157915 members 
Mstep: Class 23 contains 166107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180447696.000000 Penalty: 80642.937500
Iteration 126Q: 24 clusters Score -1.804477e+08 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 61697 members 
Mstep: Class 2 contains 61310 members 
Mstep: Class 3 contains 3825 members 
Mstep: Class 4 contains 170456 members 
Mstep: Class 5 contains 36037 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 190926 members 
Mstep: Class 8 contains 62008 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 709 members 
Mstep: Class 11 contains 51219 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2343 members 
Mstep: Class 14 contains 956 members 
Mstep: Class 15 contains 151199 members 
Mstep: Class 16 contains 12582 members 
Mstep: Class 17 contains 62931 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 102402 members 
Mstep: Class 21 contains 81088 members 
Mstep: Class 22 contains 157900 members 
Mstep: Class 23 contains 166205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180448208.000000 Penalty: 80642.937500
Iteration 127Q: 24 clusters Score -1.804482e+08 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 62554 members 
Mstep: Class 2 contains 61267 members 
Mstep: Class 3 contains 3833 members 
Mstep: Class 4 contains 170591 members 
Mstep: Class 5 contains 36456 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 189669 members 
Mstep: Class 8 contains 61993 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 709 members 
Mstep: Class 11 contains 51157 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2341 members 
Mstep: Class 14 contains 957 members 
Mstep: Class 15 contains 151285 members 
Mstep: Class 16 contains 12645 members 
Mstep: Class 17 contains 62640 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 102339 members 
Mstep: Class 21 contains 81133 members 
Mstep: Class 22 contains 157898 members 
Mstep: Class 23 contains 166326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180449456.000000 Penalty: 80642.937500
Iteration 128Q: 24 clusters Score -1.804495e+08 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 63396 members 
Mstep: Class 2 contains 61205 members 
Mstep: Class 3 contains 3842 members 
Mstep: Class 4 contains 170708 members 
Mstep: Class 5 contains 36927 members 
Mstep: Class 6 contains 298 members 
Mstep: Class 7 contains 188441 members 
Mstep: Class 8 contains 61942 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 709 members 
Mstep: Class 11 contains 51124 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2341 members 
Mstep: Class 14 contains 957 members 
Mstep: Class 15 contains 151389 members 
Mstep: Class 16 contains 12704 members 
Mstep: Class 17 contains 62339 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 102250 members 
Mstep: Class 21 contains 81154 members 
Mstep: Class 22 contains 157920 members 
Mstep: Class 23 contains 166445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180449472.000000 Penalty: 80642.937500
Iteration 129Q: 24 clusters Score -1.804495e+08 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 64200 members 
Mstep: Class 2 contains 61165 members 
Mstep: Class 3 contains 3855 members 
Mstep: Class 4 contains 170790 members 
Mstep: Class 5 contains 37372 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 187389 members 
Mstep: Class 8 contains 61902 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 709 members 
Mstep: Class 11 contains 51071 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2344 members 
Mstep: Class 14 contains 957 members 
Mstep: Class 15 contains 151486 members 
Mstep: Class 16 contains 12751 members 
Mstep: Class 17 contains 62034 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 102183 members 
Mstep: Class 21 contains 81170 members 
Mstep: Class 22 contains 157921 members 
Mstep: Class 23 contains 166495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180450144.000000 Penalty: 80642.937500
Iteration 130Q: 24 clusters Score -1.804501e+08 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 64995 members 
Mstep: Class 2 contains 61133 members 
Mstep: Class 3 contains 3869 members 
Mstep: Class 4 contains 170794 members 
Mstep: Class 5 contains 37785 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 186484 members 
Mstep: Class 8 contains 61847 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 709 members 
Mstep: Class 11 contains 51023 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2335 members 
Mstep: Class 14 contains 957 members 
Mstep: Class 15 contains 151561 members 
Mstep: Class 16 contains 12807 members 
Mstep: Class 17 contains 61718 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 102125 members 
Mstep: Class 21 contains 81166 members 
Mstep: Class 22 contains 157856 members 
Mstep: Class 23 contains 166632 members 
Entering Unmasked Estep 
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Score: -180450704.000000 Penalty: 80642.937500
Iteration 131Q: 24 clusters Score -1.804507e+08 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 65792 members 
Mstep: Class 2 contains 61092 members 
Mstep: Class 3 contains 3888 members 
Mstep: Class 4 contains 170718 members 
Mstep: Class 5 contains 38133 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 185683 members 
Mstep: Class 8 contains 61811 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 709 members 
Mstep: Class 11 contains 50981 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2328 members 
Mstep: Class 14 contains 957 members 
Mstep: Class 15 contains 151615 members 
Mstep: Class 16 contains 12857 members 
Mstep: Class 17 contains 61432 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 102075 members 
Mstep: Class 21 contains 81200 members 
Mstep: Class 22 contains 157754 members 
Mstep: Class 23 contains 166777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180450608.000000 Penalty: 80642.937500
Iteration 132Q: 24 clusters Score -1.804506e+08 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 66571 members 
Mstep: Class 2 contains 61071 members 
Mstep: Class 3 contains 3908 members 
Mstep: Class 4 contains 170640 members 
Mstep: Class 5 contains 38519 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 184864 members 
Mstep: Class 8 contains 61768 members 
Mstep: Class 9 contains 2659 members 
Mstep: Class 10 contains 709 members 
Mstep: Class 11 contains 50927 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 15 contains 151698 members 
Mstep: Class 16 contains 12897 members 
Mstep: Class 17 contains 61166 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 102023 members 
Mstep: Class 21 contains 81202 members 
Mstep: Class 22 contains 157679 members 
Mstep: Class 23 contains 166881 members 
Entering Unmasked Estep 
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Score: -180451232.000000 Penalty: 80642.937500
Iteration 133Q: 24 clusters Score -1.804512e+08 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 67297 members 
Mstep: Class 2 contains 61029 members 
Mstep: Class 3 contains 3930 members 
Mstep: Class 4 contains 170534 members 
Mstep: Class 5 contains 38891 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 184159 members 
Mstep: Class 8 contains 61705 members 
Mstep: Class 9 contains 2659 members 
Mstep: Class 10 contains 709 members 
Mstep: Class 11 contains 50839 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2315 members 
Mstep: Class 14 contains 957 members 
Mstep: Class 15 contains 151750 members 
Mstep: Class 16 contains 12933 members 
Mstep: Class 17 contains 60914 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 101935 members 
Mstep: Class 21 contains 81203 members 
Mstep: Class 22 contains 157637 members 
Mstep: Class 23 contains 167066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180451792.000000 Penalty: 80642.937500
Iteration 134Q: 24 clusters Score -1.804518e+08 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 67998 members 
Mstep: Class 2 contains 60990 members 
Mstep: Class 3 contains 3962 members 
Mstep: Class 4 contains 170422 members 
Mstep: Class 5 contains 39279 members 
Mstep: Class 6 contains 297 members 
Mstep: Class 7 contains 183406 members 
Mstep: Class 8 contains 61631 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 709 members 
Mstep: Class 11 contains 50771 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 15 contains 151796 members 
Mstep: Class 16 contains 12979 members 
Mstep: Class 17 contains 60692 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 101859 members 
Mstep: Class 21 contains 81214 members 
Mstep: Class 22 contains 157577 members 
Mstep: Class 23 contains 167252 members 
Entering Unmasked Estep 
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Score: -180452592.000000 Penalty: 80642.937500
Iteration 135Q: 24 clusters Score -1.804526e+08 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 68738 members 
Mstep: Class 2 contains 60942 members 
Mstep: Class 3 contains 3996 members 
Mstep: Class 4 contains 170371 members 
Mstep: Class 5 contains 39667 members 
Mstep: Class 6 contains 296 members 
Mstep: Class 7 contains 182672 members 
Mstep: Class 8 contains 61538 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 709 members 
Mstep: Class 11 contains 50702 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 15 contains 151802 members 
Mstep: Class 16 contains 13017 members 
Mstep: Class 17 contains 60449 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 101745 members 
Mstep: Class 21 contains 81243 members 
Mstep: Class 22 contains 157514 members 
Mstep: Class 23 contains 167439 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 24 clusters Score -1.804532e+08 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 69406 members 
Mstep: Class 2 contains 60913 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 170304 members 
Mstep: Class 5 contains 40069 members 
Mstep: Class 6 contains 296 members 
Mstep: Class 7 contains 181956 members 
Mstep: Class 8 contains 61470 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 709 members 
Mstep: Class 11 contains 50636 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2292 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 15 contains 151839 members 
Mstep: Class 16 contains 13046 members 
Mstep: Class 17 contains 60210 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 101675 members 
Mstep: Class 21 contains 81259 members 
Mstep: Class 22 contains 157485 members 
Mstep: Class 23 contains 167537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180453888.000000 Penalty: 80642.937500
Iteration 137Q: 24 clusters Score -1.804539e+08 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 70025 members 
Mstep: Class 2 contains 60908 members 
Mstep: Class 3 contains 4082 members 
Mstep: Class 4 contains 170233 members 
Mstep: Class 5 contains 40441 members 
Mstep: Class 6 contains 296 members 
Mstep: Class 7 contains 181331 members 
Mstep: Class 8 contains 61387 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 709 members 
Mstep: Class 11 contains 50594 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2288 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 15 contains 151862 members 
Mstep: Class 16 contains 13076 members 
Mstep: Class 17 contains 59975 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 101570 members 
Mstep: Class 21 contains 81276 members 
Mstep: Class 22 contains 157514 members 
Mstep: Class 23 contains 167570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180454320.000000 Penalty: 80642.937500
Iteration 138Q: 24 clusters Score -1.804543e+08 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 70622 members 
Mstep: Class 2 contains 60904 members 
Mstep: Class 3 contains 4127 members 
Mstep: Class 4 contains 170097 members 
Mstep: Class 5 contains 40887 members 
Mstep: Class 6 contains 296 members 
Mstep: Class 7 contains 180710 members 
Mstep: Class 8 contains 61328 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 709 members 
Mstep: Class 11 contains 50563 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 151827 members 
Mstep: Class 16 contains 13118 members 
Mstep: Class 17 contains 59764 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 101490 members 
Mstep: Class 21 contains 81286 members 
Mstep: Class 22 contains 157548 members 
Mstep: Class 23 contains 167575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180454784.000000 Penalty: 80642.937500
Iteration 139Q: 24 clusters Score -1.804548e+08 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 71199 members 
Mstep: Class 2 contains 60923 members 
Mstep: Class 3 contains 4164 members 
Mstep: Class 4 contains 169993 members 
Mstep: Class 5 contains 41259 members 
Mstep: Class 6 contains 296 members 
Mstep: Class 7 contains 180175 members 
Mstep: Class 8 contains 61258 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 709 members 
Mstep: Class 11 contains 50520 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2281 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 151769 members 
Mstep: Class 16 contains 13160 members 
Mstep: Class 17 contains 59545 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 101409 members 
Mstep: Class 21 contains 81283 members 
Mstep: Class 22 contains 157624 members 
Mstep: Class 23 contains 167568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180455760.000000 Penalty: 80642.937500
Iteration 140F: 24 clusters Score -1.804558e+08 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 71706 members 
Mstep: Class 2 contains 60927 members 
Mstep: Class 3 contains 4197 members 
Mstep: Class 4 contains 169907 members 
Mstep: Class 5 contains 41638 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 179749 members 
Mstep: Class 8 contains 61156 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 709 members 
Mstep: Class 11 contains 50489 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 151667 members 
Mstep: Class 16 contains 13200 members 
Mstep: Class 17 contains 59330 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 101337 members 
Mstep: Class 21 contains 81287 members 
Mstep: Class 22 contains 157695 members 
Mstep: Class 23 contains 167568 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 24 clusters Score -1.804569e+08 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 72212 members 
Mstep: Class 2 contains 60961 members 
Mstep: Class 3 contains 4237 members 
Mstep: Class 4 contains 169899 members 
Mstep: Class 5 contains 41969 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 179293 members 
Mstep: Class 8 contains 61066 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 50456 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2275 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 151551 members 
Mstep: Class 16 contains 13253 members 
Mstep: Class 17 contains 59104 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 101256 members 
Mstep: Class 21 contains 81283 members 
Mstep: Class 22 contains 157758 members 
Mstep: Class 23 contains 167560 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 142Q: 24 clusters Score -1.804567e+08 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 72689 members 
Mstep: Class 2 contains 60954 members 
Mstep: Class 3 contains 4282 members 
Mstep: Class 4 contains 169802 members 
Mstep: Class 5 contains 42327 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 178889 members 
Mstep: Class 8 contains 60990 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 50410 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2271 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 151424 members 
Mstep: Class 16 contains 13317 members 
Mstep: Class 17 contains 58929 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 101162 members 
Mstep: Class 21 contains 81286 members 
Mstep: Class 22 contains 157795 members 
Mstep: Class 23 contains 167605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457472.000000 Penalty: 80642.937500
Iteration 143Q: 24 clusters Score -1.804575e+08 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 73109 members 
Mstep: Class 2 contains 60930 members 
Mstep: Class 3 contains 4333 members 
Mstep: Class 4 contains 169698 members 
Mstep: Class 5 contains 42631 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 178579 members 
Mstep: Class 8 contains 60943 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 50388 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2264 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 151336 members 
Mstep: Class 16 contains 13383 members 
Mstep: Class 17 contains 58741 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 101068 members 
Mstep: Class 21 contains 81299 members 
Mstep: Class 22 contains 157837 members 
Mstep: Class 23 contains 167591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180457920.000000 Penalty: 80642.937500
Iteration 144Q: 24 clusters Score -1.804579e+08 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 73529 members 
Mstep: Class 2 contains 60898 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 169579 members 
Mstep: Class 5 contains 42986 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 178279 members 
Mstep: Class 8 contains 60864 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 50358 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2258 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 151215 members 
Mstep: Class 16 contains 13449 members 
Mstep: Class 17 contains 58548 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 100993 members 
Mstep: Class 21 contains 81285 members 
Mstep: Class 22 contains 157841 members 
Mstep: Class 23 contains 167663 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 145Q: 24 clusters Score -1.804581e+08 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 73924 members 
Mstep: Class 2 contains 60893 members 
Mstep: Class 3 contains 4444 members 
Mstep: Class 4 contains 169456 members 
Mstep: Class 5 contains 43331 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 178008 members 
Mstep: Class 8 contains 60778 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 50318 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2251 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 151124 members 
Mstep: Class 16 contains 13510 members 
Mstep: Class 17 contains 58352 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 100923 members 
Mstep: Class 21 contains 81261 members 
Mstep: Class 22 contains 157810 members 
Mstep: Class 23 contains 167747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180458544.000000 Penalty: 80642.937500
Iteration 146Q: 24 clusters Score -1.804585e+08 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 74318 members 
Mstep: Class 2 contains 60892 members 
Mstep: Class 3 contains 4497 members 
Mstep: Class 4 contains 169326 members 
Mstep: Class 5 contains 43653 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 177747 members 
Mstep: Class 8 contains 60704 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 50291 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 151042 members 
Mstep: Class 16 contains 13559 members 
Mstep: Class 17 contains 58171 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 100850 members 
Mstep: Class 21 contains 81239 members 
Mstep: Class 22 contains 157777 members 
Mstep: Class 23 contains 167824 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 147Q: 24 clusters Score -1.804588e+08 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 74705 members 
Mstep: Class 2 contains 60879 members 
Mstep: Class 3 contains 4552 members 
Mstep: Class 4 contains 169207 members 
Mstep: Class 5 contains 43980 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 177481 members 
Mstep: Class 8 contains 60622 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 50266 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2235 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 150927 members 
Mstep: Class 16 contains 13608 members 
Mstep: Class 17 contains 58003 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 100783 members 
Mstep: Class 21 contains 81216 members 
Mstep: Class 22 contains 157723 members 
Mstep: Class 23 contains 167944 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 148Q: 24 clusters Score -1.804589e+08 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 75105 members 
Mstep: Class 2 contains 60852 members 
Mstep: Class 3 contains 4596 members 
Mstep: Class 4 contains 169080 members 
Mstep: Class 5 contains 44354 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 177219 members 
Mstep: Class 8 contains 60573 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 50227 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2225 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 150842 members 
Mstep: Class 16 contains 13657 members 
Mstep: Class 17 contains 57823 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 100746 members 
Mstep: Class 21 contains 81174 members 
Mstep: Class 22 contains 157644 members 
Mstep: Class 23 contains 168014 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 149Q: 24 clusters Score -1.804588e+08 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 75487 members 
Mstep: Class 2 contains 60835 members 
Mstep: Class 3 contains 4638 members 
Mstep: Class 4 contains 168988 members 
Mstep: Class 5 contains 44747 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 176971 members 
Mstep: Class 8 contains 60499 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 50174 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2219 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 150797 members 
Mstep: Class 16 contains 13702 members 
Mstep: Class 17 contains 57637 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 100682 members 
Mstep: Class 21 contains 81137 members 
Mstep: Class 22 contains 157581 members 
Mstep: Class 23 contains 168038 members 
Entering Unmasked Estep 
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Iteration 150Q: 24 clusters Score -1.804592e+08 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 75828 members 
Mstep: Class 2 contains 60811 members 
Mstep: Class 3 contains 4681 members 
Mstep: Class 4 contains 168893 members 
Mstep: Class 5 contains 45128 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 176700 members 
Mstep: Class 8 contains 60419 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 50135 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2209 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 150773 members 
Mstep: Class 16 contains 13755 members 
Mstep: Class 17 contains 57454 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 100611 members 
Mstep: Class 21 contains 81100 members 
Mstep: Class 22 contains 157540 members 
Mstep: Class 23 contains 168096 members 
Entering Unmasked Estep 
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Iteration 151Q: 24 clusters Score -1.804594e+08 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76140 members 
Mstep: Class 2 contains 60797 members 
Mstep: Class 3 contains 4727 members 
Mstep: Class 4 contains 168786 members 
Mstep: Class 5 contains 45512 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 176484 members 
Mstep: Class 8 contains 60343 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 50096 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2199 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 150704 members 
Mstep: Class 16 contains 13805 members 
Mstep: Class 17 contains 57298 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 100506 members 
Mstep: Class 21 contains 81045 members 
Mstep: Class 22 contains 157486 members 
Mstep: Class 23 contains 168205 members 
Entering Unmasked Estep 
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Iteration 152Q: 24 clusters Score -1.804591e+08 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76466 members 
Mstep: Class 2 contains 60772 members 
Mstep: Class 3 contains 4768 members 
Mstep: Class 4 contains 168677 members 
Mstep: Class 5 contains 45878 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 176212 members 
Mstep: Class 8 contains 60268 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 50065 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2191 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 150666 members 
Mstep: Class 16 contains 13854 members 
Mstep: Class 17 contains 57161 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 100383 members 
Mstep: Class 21 contains 81006 members 
Mstep: Class 22 contains 157432 members 
Mstep: Class 23 contains 168335 members 
Entering Unmasked Estep 
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Iteration 153Q: 24 clusters Score -1.804594e+08 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 76803 members 
Mstep: Class 2 contains 60757 members 
Mstep: Class 3 contains 4797 members 
Mstep: Class 4 contains 168569 members 
Mstep: Class 5 contains 46262 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 175986 members 
Mstep: Class 8 contains 60174 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 50028 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2184 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 150617 members 
Mstep: Class 16 contains 13913 members 
Mstep: Class 17 contains 57034 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 100264 members 
Mstep: Class 21 contains 80922 members 
Mstep: Class 22 contains 157404 members 
Mstep: Class 23 contains 168420 members 
Entering Unmasked Estep 
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Iteration 154Q: 24 clusters Score -1.804599e+08 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77121 members 
Mstep: Class 2 contains 60745 members 
Mstep: Class 3 contains 4827 members 
Mstep: Class 4 contains 168505 members 
Mstep: Class 5 contains 46665 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 175768 members 
Mstep: Class 8 contains 60090 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 49986 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 15 contains 150538 members 
Mstep: Class 16 contains 13963 members 
Mstep: Class 17 contains 56888 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 100164 members 
Mstep: Class 21 contains 80861 members 
Mstep: Class 22 contains 157386 members 
Mstep: Class 23 contains 168448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459360.000000 Penalty: 80642.937500
Iteration 155Q: 24 clusters Score -1.804594e+08 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77434 members 
Mstep: Class 2 contains 60725 members 
Mstep: Class 3 contains 4861 members 
Mstep: Class 4 contains 168418 members 
Mstep: Class 5 contains 47099 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 175581 members 
Mstep: Class 8 contains 60007 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 49939 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2177 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 150421 members 
Mstep: Class 16 contains 14002 members 
Mstep: Class 17 contains 56742 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 100068 members 
Mstep: Class 21 contains 80796 members 
Mstep: Class 22 contains 157401 members 
Mstep: Class 23 contains 168462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180459744.000000 Penalty: 80642.937500
Iteration 156Q: 24 clusters Score -1.804597e+08 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 77710 members 
Mstep: Class 2 contains 60700 members 
Mstep: Class 3 contains 4899 members 
Mstep: Class 4 contains 168308 members 
Mstep: Class 5 contains 47572 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 175415 members 
Mstep: Class 8 contains 59900 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 49902 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2176 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 150355 members 
Mstep: Class 16 contains 14038 members 
Mstep: Class 17 contains 56606 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 99970 members 
Mstep: Class 21 contains 80734 members 
Mstep: Class 22 contains 157378 members 
Mstep: Class 23 contains 168470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180460352.000000 Penalty: 80642.937500
Iteration 157Q: 24 clusters Score -1.804604e+08 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78006 members 
Mstep: Class 2 contains 60658 members 
Mstep: Class 3 contains 4937 members 
Mstep: Class 4 contains 168206 members 
Mstep: Class 5 contains 48041 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 175172 members 
Mstep: Class 8 contains 59800 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 49855 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2172 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 150340 members 
Mstep: Class 16 contains 14086 members 
Mstep: Class 17 contains 56460 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 99878 members 
Mstep: Class 21 contains 80672 members 
Mstep: Class 22 contains 157321 members 
Mstep: Class 23 contains 168529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180461088.000000 Penalty: 80642.937500
Iteration 158Q: 24 clusters Score -1.804611e+08 nChanged 3033
Entering ConstructFrom: 
Score: -180461088.000000 Penalty: 80642.937500
Entering ConstructFrom: 
Trying to split cluster 1 (78270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78270 members 
Entering Unmasked Estep 
Score: -10114842.000000 Penalty: 2794.444092
	Iteration 0F: 2 clusters Score -1.011484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -10062461.000000 Penalty: 5588.888184
	Iteration 0F: 3 clusters Score -1.006246e+07 nChanged 36903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -10083042.000000 Penalty: 5588.888184
	Iteration 1F: 3 clusters Score -1.008304e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -10083949.000000 Penalty: 5588.888184
	Iteration 2Q: 3 clusters Score -1.008395e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -10085217.000000 Penalty: 5588.888184
	Iteration 3Q: 3 clusters Score -1.008522e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -10087368.000000 Penalty: 5588.888184
	Iteration 4F: 3 clusters Score -1.008737e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -10090553.000000 Penalty: 5588.888184
	Iteration 5F: 3 clusters Score -1.009055e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -10094324.000000 Penalty: 5588.888184
	Iteration 6F: 3 clusters Score -1.009432e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -10097494.000000 Penalty: 5588.888184
	Iteration 7F: 3 clusters Score -1.009749e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -10099608.000000 Penalty: 5588.888184
	Iteration 8F: 3 clusters Score -1.009961e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -10100816.000000 Penalty: 5588.888184
	Iteration 9Q: 3 clusters Score -1.010082e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -10101458.000000 Penalty: 5588.888184
	Iteration 10Q: 3 clusters Score -1.010146e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 53094 members 
Entering Unmasked Estep 
Score: -10101886.000000 Penalty: 5588.888184
	Iteration 11Q: 3 clusters Score -1.010189e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -10102304.000000 Penalty: 5588.888184
	Iteration 12Q: 3 clusters Score -1.01023e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 55877 members 
Entering Unmasked Estep 
Score: -10102634.000000 Penalty: 5588.888184
	Iteration 13Q: 3 clusters Score -1.010263e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 57490 members 
Entering Unmasked Estep 
Score: -10103047.000000 Penalty: 5588.888184
	Iteration 14Q: 3 clusters Score -1.010305e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 59368 members 
Entering Unmasked Estep 
Score: -10103588.000000 Penalty: 5588.888184
	Iteration 15Q: 3 clusters Score -1.010359e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 61462 members 
Entering Unmasked Estep 
Score: -10104444.000000 Penalty: 5588.888184
	Iteration 16Q: 3 clusters Score -1.010444e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 63746 members 
Entering Unmasked Estep 
Score: -10105392.000000 Penalty: 5588.888184
	Iteration 17Q: 3 clusters Score -1.010539e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 66155 members 
Entering Unmasked Estep 
Score: -10106504.000000 Penalty: 5588.888184
	Iteration 18Q: 3 clusters Score -1.01065e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 68589 members 
Entering Unmasked Estep 
Score: -10107743.000000 Penalty: 5588.888184
	Iteration 19Q: 3 clusters Score -1.010774e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 70871 members 
Entering Unmasked Estep 
Score: -10109000.000000 Penalty: 5588.888184
	Iteration 20F: 3 clusters Score -1.0109e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 72858 members 
Entering Unmasked Estep 
Score: -10110203.000000 Penalty: 5588.888184
	Iteration 21Q: 3 clusters Score -1.01102e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 74404 members 
Entering Unmasked Estep 
Score: -10111134.000000 Penalty: 5588.888184
	Iteration 22Q: 3 clusters Score -1.011113e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 75492 members 
Entering Unmasked Estep 
Score: -10111757.000000 Penalty: 5588.888184
	Iteration 23Q: 3 clusters Score -1.011176e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 76231 members 
Entering Unmasked Estep 
Score: -10112158.000000 Penalty: 5588.888184
	Iteration 24Q: 3 clusters Score -1.011216e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 76690 members 
Entering Unmasked Estep 
Score: -10112357.000000 Penalty: 5588.888184
	Iteration 25Q: 3 clusters Score -1.011236e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 76989 members 
Entering Unmasked Estep 
Score: -10112542.000000 Penalty: 5588.888184
	Iteration 26Q: 3 clusters Score -1.011254e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 77199 members 
Entering Unmasked Estep 
Score: -10112630.000000 Penalty: 5588.888184
	Iteration 27Q: 3 clusters Score -1.011263e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 77323 members 
Entering Unmasked Estep 
Score: -10112699.000000 Penalty: 5588.888184
	Iteration 28Q: 3 clusters Score -1.01127e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 77391 members 
Entering Unmasked Estep 
Score: -10112738.000000 Penalty: 5588.888184
	Iteration 29Q: 3 clusters Score -1.011274e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 77428 members 
Entering Unmasked Estep 
Score: -10112760.000000 Penalty: 5588.888184
	Iteration 30Q: 3 clusters Score -1.011276e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 77465 members 
Entering Unmasked Estep 
Score: -10112793.000000 Penalty: 5588.888184
	Iteration 31Q: 3 clusters Score -1.011279e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 77494 members 
Entering Unmasked Estep 
Score: -10112806.000000 Penalty: 5588.888184
	Iteration 32Q: 3 clusters Score -1.011281e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 77514 members 
Entering Unmasked Estep 
Score: -10112803.000000 Penalty: 5588.888184
	Iteration 33Q: 3 clusters Score -1.01128e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 77529 members 
Entering Unmasked Estep 
Score: -10112816.000000 Penalty: 5588.888184
	Iteration 34Q: 3 clusters Score -1.011282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 77540 members 
Entering Unmasked Estep 
Score: -10112803.000000 Penalty: 5588.888184
	Iteration 35Q: 3 clusters Score -1.01128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 77549 members 
Entering Unmasked Estep 
Score: -10112809.000000 Penalty: 5588.888184
	Iteration 36Q: 3 clusters Score -1.011281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 77554 members 
Entering Unmasked Estep 
Score: -10112812.000000 Penalty: 5588.888184
	Iteration 37Q: 3 clusters Score -1.011281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 77556 members 
Entering Unmasked Estep 
Score: -10112815.000000 Penalty: 5588.888184
	Iteration 38Q: 3 clusters Score -1.011282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 77556 members 
Entering Unmasked Estep 
Score: -10112816.000000 Penalty: 5588.888184
	Iteration 39Q: 3 clusters Score -1.011282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 77557 members 
Entering Unmasked Estep 
Score: -10112814.000000 Penalty: 5588.888184
	Iteration 40F: 3 clusters Score -1.011281e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (60609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60609 members 
Entering Unmasked Estep 
Score: -8047364.500000 Penalty: 2731.025146
	Iteration 0F: 2 clusters Score -8047364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -8006756.500000 Penalty: 5462.050293
	Iteration 0F: 3 clusters Score -8006756 nChanged 28139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -8022342.500000 Penalty: 5462.050293
	Iteration 1F: 3 clusters Score -8022342 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -8022963.500000 Penalty: 5462.050293
	Iteration 2Q: 3 clusters Score -8022964 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -8023784.500000 Penalty: 5462.050293
	Iteration 3Q: 3 clusters Score -8023784 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -8024861.500000 Penalty: 5462.050293
	Iteration 4Q: 3 clusters Score -8024862 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -8026176.000000 Penalty: 5462.050293
	Iteration 5Q: 3 clusters Score -8026176 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -8027711.000000 Penalty: 5462.050293
	Iteration 6Q: 3 clusters Score -8027711 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -8029560.000000 Penalty: 5462.050293
	Iteration 7F: 3 clusters Score -8029560 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -8031891.500000 Penalty: 5462.050293
	Iteration 8F: 3 clusters Score -8031892 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -8034587.000000 Penalty: 5462.050293
	Iteration 9F: 3 clusters Score -8034587 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -8036958.500000 Penalty: 5462.050293
	Iteration 10F: 3 clusters Score -8036958 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -8038387.000000 Penalty: 5462.050293
	Iteration 11Q: 3 clusters Score -8038387 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -8039062.500000 Penalty: 5462.050293
	Iteration 12Q: 3 clusters Score -8039062 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -8039408.500000 Penalty: 5462.050293
	Iteration 13Q: 3 clusters Score -8039408 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -8039606.500000 Penalty: 5462.050293
	Iteration 14Q: 3 clusters Score -8039606 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -8039835.500000 Penalty: 5462.050293
	Iteration 15Q: 3 clusters Score -8039836 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -8040001.000000 Penalty: 5462.050293
	Iteration 16Q: 3 clusters Score -8040001 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -8040158.500000 Penalty: 5462.050293
	Iteration 17Q: 3 clusters Score -8040158 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -8040268.000000 Penalty: 5462.050293
	Iteration 18Q: 3 clusters Score -8040268 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -8040424.000000 Penalty: 5462.050293
	Iteration 19Q: 3 clusters Score -8040424 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -8040587.000000 Penalty: 5462.050293
	Iteration 20F: 3 clusters Score -8040587 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -8040730.000000 Penalty: 5462.050293
	Iteration 21Q: 3 clusters Score -8040730 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -8040860.000000 Penalty: 5462.050293
	Iteration 22Q: 3 clusters Score -8040860 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -8040941.000000 Penalty: 5462.050293
	Iteration 23Q: 3 clusters Score -8040941 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -8041080.000000 Penalty: 5462.050293
	Iteration 24Q: 3 clusters Score -8041080 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -8041191.500000 Penalty: 5462.050293
	Iteration 25Q: 3 clusters Score -8041192 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -8041290.000000 Penalty: 5462.050293
	Iteration 26Q: 3 clusters Score -8041290 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -8041414.500000 Penalty: 5462.050293
	Iteration 27Q: 3 clusters Score -8041414 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -8041502.000000 Penalty: 5462.050293
	Iteration 28Q: 3 clusters Score -8041502 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -8041629.500000 Penalty: 5462.050293
	Iteration 29Q: 3 clusters Score -8041630 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -8041765.500000 Penalty: 5462.050293
	Iteration 30Q: 3 clusters Score -8041766 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -8041858.500000 Penalty: 5462.050293
	Iteration 31Q: 3 clusters Score -8041858 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -8041929.500000 Penalty: 5462.050293
	Iteration 32Q: 3 clusters Score -8041930 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -8042013.000000 Penalty: 5462.050293
	Iteration 33Q: 3 clusters Score -8042013 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -8042090.000000 Penalty: 5462.050293
	Iteration 34Q: 3 clusters Score -8042090 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -8042128.000000 Penalty: 5462.050293
	Iteration 35Q: 3 clusters Score -8042128 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -8042200.500000 Penalty: 5462.050293
	Iteration 36Q: 3 clusters Score -8042200 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -8042281.000000 Penalty: 5462.050293
	Iteration 37Q: 3 clusters Score -8042281 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -8042323.500000 Penalty: 5462.050293
	Iteration 38Q: 3 clusters Score -8042324 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -8042380.500000 Penalty: 5462.050293
	Iteration 39Q: 3 clusters Score -8042380 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -8042473.000000 Penalty: 5462.050293
	Iteration 40F: 3 clusters Score -8042473 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -8042557.000000 Penalty: 5462.050293
	Iteration 41Q: 3 clusters Score -8042557 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -8042620.500000 Penalty: 5462.050293
	Iteration 42Q: 3 clusters Score -8042620 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -8042700.000000 Penalty: 5462.050293
	Iteration 43Q: 3 clusters Score -8042700 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -8042725.000000 Penalty: 5462.050293
	Iteration 44Q: 3 clusters Score -8042725 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -8042764.000000 Penalty: 5462.050293
	Iteration 45Q: 3 clusters Score -8042764 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -8042829.000000 Penalty: 5462.050293
	Iteration 46Q: 3 clusters Score -8042829 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -8042916.000000 Penalty: 5462.050293
	Iteration 47Q: 3 clusters Score -8042916 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -8042999.000000 Penalty: 5462.050293
	Iteration 48Q: 3 clusters Score -8042999 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -8043109.500000 Penalty: 5462.050293
	Iteration 49Q: 3 clusters Score -8043110 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -8043185.000000 Penalty: 5462.050293
	Iteration 50Q: 3 clusters Score -8043185 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -8043278.500000 Penalty: 5462.050293
	Iteration 51Q: 3 clusters Score -8043278 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -8043350.500000 Penalty: 5462.050293
	Iteration 52Q: 3 clusters Score -8043350 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -8043409.000000 Penalty: 5462.050293
	Iteration 53Q: 3 clusters Score -8043409 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 51142 members 
Entering Unmasked Estep 
Score: -8043478.000000 Penalty: 5462.050293
	Iteration 54Q: 3 clusters Score -8043478 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -8043552.000000 Penalty: 5462.050293
	Iteration 55Q: 3 clusters Score -8043552 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -8043612.500000 Penalty: 5462.050293
	Iteration 56Q: 3 clusters Score -8043612 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 52278 members 
Entering Unmasked Estep 
Score: -8043677.000000 Penalty: 5462.050293
	Iteration 57Q: 3 clusters Score -8043677 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -8043767.000000 Penalty: 5462.050293
	Iteration 58Q: 3 clusters Score -8043767 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -8043861.500000 Penalty: 5462.050293
	Iteration 59Q: 3 clusters Score -8043862 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -8043931.500000 Penalty: 5462.050293
	Iteration 60F: 3 clusters Score -8043932 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 53753 members 
Entering Unmasked Estep 
Score: -8044044.500000 Penalty: 5462.050293
	Iteration 61Q: 3 clusters Score -8044044 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 54115 members 
Entering Unmasked Estep 
Score: -8044143.500000 Penalty: 5462.050293
	Iteration 62Q: 3 clusters Score -8044144 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -8044219.000000 Penalty: 5462.050293
	Iteration 63Q: 3 clusters Score -8044219 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 54819 members 
Entering Unmasked Estep 
Score: -8044338.500000 Penalty: 5462.050293
	Iteration 64Q: 3 clusters Score -8044338 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 55169 members 
Entering Unmasked Estep 
Score: -8044499.500000 Penalty: 5462.050293
	Iteration 65Q: 3 clusters Score -8044500 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 55551 members 
Entering Unmasked Estep 
Score: -8044622.500000 Penalty: 5462.050293
	Iteration 66Q: 3 clusters Score -8044622 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -8044730.500000 Penalty: 5462.050293
	Iteration 67Q: 3 clusters Score -8044730 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 56256 members 
Entering Unmasked Estep 
Score: -8044888.500000 Penalty: 5462.050293
	Iteration 68Q: 3 clusters Score -8044888 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 56582 members 
Entering Unmasked Estep 
Score: -8045051.000000 Penalty: 5462.050293
	Iteration 69Q: 3 clusters Score -8045051 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -8045149.000000 Penalty: 5462.050293
	Iteration 70Q: 3 clusters Score -8045149 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 57187 members 
Entering Unmasked Estep 
Score: -8045254.500000 Penalty: 5462.050293
	Iteration 71Q: 3 clusters Score -8045254 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 57406 members 
Entering Unmasked Estep 
Score: -8045345.000000 Penalty: 5462.050293
	Iteration 72Q: 3 clusters Score -8045345 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 57605 members 
Entering Unmasked Estep 
Score: -8045411.500000 Penalty: 5462.050293
	Iteration 73Q: 3 clusters Score -8045412 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 57768 members 
Entering Unmasked Estep 
Score: -8045495.500000 Penalty: 5462.050293
	Iteration 74Q: 3 clusters Score -8045496 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 57903 members 
Entering Unmasked Estep 
Score: -8045564.500000 Penalty: 5462.050293
	Iteration 75Q: 3 clusters Score -8045564 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -8045652.000000 Penalty: 5462.050293
	Iteration 76Q: 3 clusters Score -8045652 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 58173 members 
Entering Unmasked Estep 
Score: -8045679.000000 Penalty: 5462.050293
	Iteration 77Q: 3 clusters Score -8045679 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 58311 members 
Entering Unmasked Estep 
Score: -8045734.500000 Penalty: 5462.050293
	Iteration 78Q: 3 clusters Score -8045734 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 58427 members 
Entering Unmasked Estep 
Score: -8045772.500000 Penalty: 5462.050293
	Iteration 79Q: 3 clusters Score -8045772 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 58521 members 
Entering Unmasked Estep 
Score: -8045805.000000 Penalty: 5462.050293
	Iteration 80F: 3 clusters Score -8045805 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 58612 members 
Entering Unmasked Estep 
Score: -8045856.500000 Penalty: 5462.050293
	Iteration 81Q: 3 clusters Score -8045856 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 58706 members 
Entering Unmasked Estep 
Score: -8045885.000000 Penalty: 5462.050293
	Iteration 82Q: 3 clusters Score -8045885 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 58781 members 
Entering Unmasked Estep 
Score: -8045934.500000 Penalty: 5462.050293
	Iteration 83Q: 3 clusters Score -8045934 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -8045962.000000 Penalty: 5462.050293
	Iteration 84Q: 3 clusters Score -8045962 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 58913 members 
Entering Unmasked Estep 
Score: -8045986.000000 Penalty: 5462.050293
	Iteration 85Q: 3 clusters Score -8045986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 58959 members 
Entering Unmasked Estep 
Score: -8045997.000000 Penalty: 5462.050293
	Iteration 86Q: 3 clusters Score -8045997 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
Score: -8046022.000000 Penalty: 5462.050293
	Iteration 87Q: 3 clusters Score -8046022 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 59050 members 
Entering Unmasked Estep 
Score: -8046028.500000 Penalty: 5462.050293
	Iteration 88Q: 3 clusters Score -8046028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 59076 members 
Entering Unmasked Estep 
Score: -8046043.500000 Penalty: 5462.050293
	Iteration 89Q: 3 clusters Score -8046044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 59104 members 
Entering Unmasked Estep 
Score: -8046069.500000 Penalty: 5462.050293
	Iteration 90Q: 3 clusters Score -8046070 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 59132 members 
Entering Unmasked Estep 
Score: -8046070.000000 Penalty: 5462.050293
	Iteration 91Q: 3 clusters Score -8046070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
Score: -8046080.000000 Penalty: 5462.050293
	Iteration 92Q: 3 clusters Score -8046080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
Score: -8046079.500000 Penalty: 5462.050293
	Iteration 93Q: 3 clusters Score -8046080 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
Score: -8046093.000000 Penalty: 5462.050293
	Iteration 94Q: 3 clusters Score -8046093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 59231 members 
Entering Unmasked Estep 
Score: -8046090.000000 Penalty: 5462.050293
	Iteration 95Q: 3 clusters Score -8046090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 59241 members 
Entering Unmasked Estep 
Score: -8046094.000000 Penalty: 5462.050293
	Iteration 96Q: 3 clusters Score -8046094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -8046094.000000 Penalty: 5462.050293
	Iteration 97Q: 3 clusters Score -8046094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 59249 members 
Entering Unmasked Estep 
Score: -8046093.500000 Penalty: 5462.050293
	Iteration 98Q: 3 clusters Score -8046094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 59255 members 
Entering Unmasked Estep 
Score: -8046093.500000 Penalty: 5462.050293
	Iteration 99Q: 3 clusters Score -8046094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 59264 members 
Entering Unmasked Estep 
Score: -8046093.000000 Penalty: 5462.050293
	Iteration 100F: 3 clusters Score -8046093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 59269 members 
Entering Unmasked Estep 
Score: -8046092.000000 Penalty: 5462.050293
	Iteration 101Q: 3 clusters Score -8046092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 59271 members 
Entering Unmasked Estep 
Score: -8046091.000000 Penalty: 5462.050293
	Iteration 102Q: 3 clusters Score -8046091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -8046092.500000 Penalty: 5462.050293
	Iteration 103Q: 3 clusters Score -8046092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -8046100.500000 Penalty: 5462.050293
	Iteration 104Q: 3 clusters Score -8046100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 59276 members 
Entering Unmasked Estep 
Score: -8046096.500000 Penalty: 5462.050293
	Iteration 105Q: 3 clusters Score -8046096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 59276 members 
Entering Unmasked Estep 
Score: -8046096.500000 Penalty: 5462.050293
	Iteration 106F: 3 clusters Score -8046096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Entering Unmasked Estep 
Score: -628949.812500 Penalty: 2110.921143
	Iteration 0F: 2 clusters Score -628949.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -624475.812500 Penalty: 4221.842285
	Iteration 0F: 3 clusters Score -624475.8 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -625450.687500 Penalty: 4221.842285
	Iteration 1F: 3 clusters Score -625450.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -625688.375000 Penalty: 4221.842285
	Iteration 2F: 3 clusters Score -625688.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -625848.187500 Penalty: 4221.842285
	Iteration 3F: 3 clusters Score -625848.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -625981.312500 Penalty: 4221.842285
	Iteration 4Q: 3 clusters Score -625981.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -626099.187500 Penalty: 4221.842285
	Iteration 5Q: 3 clusters Score -626099.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -626205.937500 Penalty: 4221.842285
	Iteration 6Q: 3 clusters Score -626205.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -626307.812500 Penalty: 4221.842285
	Iteration 7Q: 3 clusters Score -626307.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -626407.125000 Penalty: 4221.842285
	Iteration 8Q: 3 clusters Score -626407.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -626510.437500 Penalty: 4221.842285
	Iteration 9Q: 3 clusters Score -626510.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -626587.937500 Penalty: 4221.842285
	Iteration 10Q: 3 clusters Score -626587.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -626632.437500 Penalty: 4221.842285
	Iteration 11Q: 3 clusters Score -626632.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -626671.437500 Penalty: 4221.842285
	Iteration 12Q: 3 clusters Score -626671.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -626715.750000 Penalty: 4221.842285
	Iteration 13Q: 3 clusters Score -626715.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -626750.562500 Penalty: 4221.842285
	Iteration 14Q: 3 clusters Score -626750.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -626783.312500 Penalty: 4221.842285
	Iteration 15Q: 3 clusters Score -626783.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -626816.125000 Penalty: 4221.842285
	Iteration 16Q: 3 clusters Score -626816.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -626840.500000 Penalty: 4221.842285
	Iteration 17Q: 3 clusters Score -626840.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -626857.937500 Penalty: 4221.842285
	Iteration 18Q: 3 clusters Score -626857.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -626874.312500 Penalty: 4221.842285
	Iteration 19Q: 3 clusters Score -626874.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -626891.125000 Penalty: 4221.842285
	Iteration 20F: 3 clusters Score -626891.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -626912.562500 Penalty: 4221.842285
	Iteration 21Q: 3 clusters Score -626912.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -626924.625000 Penalty: 4221.842285
	Iteration 22Q: 3 clusters Score -626924.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -626931.625000 Penalty: 4221.842285
	Iteration 23Q: 3 clusters Score -626931.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -626941.312500 Penalty: 4221.842285
	Iteration 24Q: 3 clusters Score -626941.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -626944.062500 Penalty: 4221.842285
	Iteration 25Q: 3 clusters Score -626944.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -626947.687500 Penalty: 4221.842285
	Iteration 26Q: 3 clusters Score -626947.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -626951.062500 Penalty: 4221.842285
	Iteration 27Q: 3 clusters Score -626951.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -626953.937500 Penalty: 4221.842285
	Iteration 28Q: 3 clusters Score -626953.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -626958.187500 Penalty: 4221.842285
	Iteration 29Q: 3 clusters Score -626958.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -626959.375000 Penalty: 4221.842285
	Iteration 30Q: 3 clusters Score -626959.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -626966.687500 Penalty: 4221.842285
	Iteration 31Q: 3 clusters Score -626966.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -626971.875000 Penalty: 4221.842285
	Iteration 32Q: 3 clusters Score -626971.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -626976.562500 Penalty: 4221.842285
	Iteration 33Q: 3 clusters Score -626976.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -626988.812500 Penalty: 4221.842285
	Iteration 34Q: 3 clusters Score -626988.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -627001.125000 Penalty: 4221.842285
	Iteration 35Q: 3 clusters Score -627001.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -627011.312500 Penalty: 4221.842285
	Iteration 36Q: 3 clusters Score -627011.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -627014.500000 Penalty: 4221.842285
	Iteration 37Q: 3 clusters Score -627014.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -627017.750000 Penalty: 4221.842285
	Iteration 38Q: 3 clusters Score -627017.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -627022.312500 Penalty: 4221.842285
	Iteration 39Q: 3 clusters Score -627022.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -627031.000000 Penalty: 4221.842285
	Iteration 40F: 3 clusters Score -627031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -627039.375000 Penalty: 4221.842285
	Iteration 41Q: 3 clusters Score -627039.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -627047.812500 Penalty: 4221.842285
	Iteration 42Q: 3 clusters Score -627047.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -627056.562500 Penalty: 4221.842285
	Iteration 43Q: 3 clusters Score -627056.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -627066.187500 Penalty: 4221.842285
	Iteration 44Q: 3 clusters Score -627066.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -627078.062500 Penalty: 4221.842285
	Iteration 45Q: 3 clusters Score -627078.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -627086.125000 Penalty: 4221.842285
	Iteration 46Q: 3 clusters Score -627086.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -627092.375000 Penalty: 4221.842285
	Iteration 47Q: 3 clusters Score -627092.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -627104.937500 Penalty: 4221.842285
	Iteration 48Q: 3 clusters Score -627104.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -627117.250000 Penalty: 4221.842285
	Iteration 49Q: 3 clusters Score -627117.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -627128.500000 Penalty: 4221.842285
	Iteration 50Q: 3 clusters Score -627128.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -627139.000000 Penalty: 4221.842285
	Iteration 51Q: 3 clusters Score -627139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -627148.437500 Penalty: 4221.842285
	Iteration 52Q: 3 clusters Score -627148.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -627158.937500 Penalty: 4221.842285
	Iteration 53Q: 3 clusters Score -627158.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -627179.875000 Penalty: 4221.842285
	Iteration 54Q: 3 clusters Score -627179.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -627200.375000 Penalty: 4221.842285
	Iteration 55Q: 3 clusters Score -627200.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -627223.000000 Penalty: 4221.842285
	Iteration 56Q: 3 clusters Score -627223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -627233.062500 Penalty: 4221.842285
	Iteration 57Q: 3 clusters Score -627233.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -627240.750000 Penalty: 4221.842285
	Iteration 58Q: 3 clusters Score -627240.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -627244.062500 Penalty: 4221.842285
	Iteration 59Q: 3 clusters Score -627244.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -627247.375000 Penalty: 4221.842285
	Iteration 60F: 3 clusters Score -627247.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -627249.500000 Penalty: 4221.842285
	Iteration 61Q: 3 clusters Score -627249.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -627251.500000 Penalty: 4221.842285
	Iteration 62Q: 3 clusters Score -627251.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -627252.375000 Penalty: 4221.842285
	Iteration 63Q: 3 clusters Score -627252.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -627254.500000 Penalty: 4221.842285
	Iteration 64Q: 3 clusters Score -627254.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -627256.437500 Penalty: 4221.842285
	Iteration 65Q: 3 clusters Score -627256.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -627258.812500 Penalty: 4221.842285
	Iteration 66Q: 3 clusters Score -627258.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -627261.437500 Penalty: 4221.842285
	Iteration 67Q: 3 clusters Score -627261.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -627262.750000 Penalty: 4221.842285
	Iteration 68Q: 3 clusters Score -627262.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -627263.187500 Penalty: 4221.842285
	Iteration 69Q: 3 clusters Score -627263.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -627264.000000 Penalty: 4221.842285
	Iteration 70Q: 3 clusters Score -627264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -627265.062500 Penalty: 4221.842285
	Iteration 71Q: 3 clusters Score -627265.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -627264.937500 Penalty: 4221.842285
	Iteration 72Q: 3 clusters Score -627264.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -627264.937500 Penalty: 4221.842285
	Iteration 73F: 3 clusters Score -627264.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (168123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168123 members 
Entering Unmasked Estep 
Score: -22530702.000000 Penalty: 2984.047852
	Iteration 0F: 2 clusters Score -2.25307e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83939 members 
Mstep: Class 2 contains 84184 members 
Entering Unmasked Estep 
Score: -22419734.000000 Penalty: 5968.095703
	Iteration 0F: 3 clusters Score -2.241973e+07 nChanged 80652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83485 members 
Mstep: Class 2 contains 84638 members 
Entering Unmasked Estep 
Score: -22466886.000000 Penalty: 5968.095703
	Iteration 1F: 3 clusters Score -2.246689e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83041 members 
Mstep: Class 2 contains 85082 members 
Entering Unmasked Estep 
Score: -22467672.000000 Penalty: 5968.095703
	Iteration 2Q: 3 clusters Score -2.246767e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82312 members 
Mstep: Class 2 contains 85811 members 
Entering Unmasked Estep 
Score: -22468684.000000 Penalty: 5968.095703
	Iteration 3Q: 3 clusters Score -2.246868e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81055 members 
Mstep: Class 2 contains 87068 members 
Entering Unmasked Estep 
Score: -22470246.000000 Penalty: 5968.095703
	Iteration 4Q: 3 clusters Score -2.247025e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78838 members 
Mstep: Class 2 contains 89285 members 
Entering Unmasked Estep 
Score: -22472562.000000 Penalty: 5968.095703
	Iteration 5Q: 3 clusters Score -2.247256e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75432 members 
Mstep: Class 2 contains 92691 members 
Entering Unmasked Estep 
Score: -22475610.000000 Penalty: 5968.095703
	Iteration 6Q: 3 clusters Score -2.247561e+07 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70239 members 
Mstep: Class 2 contains 97884 members 
Entering Unmasked Estep 
Score: -22480380.000000 Penalty: 5968.095703
	Iteration 7F: 3 clusters Score -2.248038e+07 nChanged 10891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62940 members 
Mstep: Class 2 contains 105183 members 
Entering Unmasked Estep 
Score: -22487990.000000 Penalty: 5968.095703
	Iteration 8F: 3 clusters Score -2.248799e+07 nChanged 12257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 113716 members 
Entering Unmasked Estep 
Score: -22498024.000000 Penalty: 5968.095703
	Iteration 9F: 3 clusters Score -2.249802e+07 nChanged 11761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 121433 members 
Entering Unmasked Estep 
Score: -22508524.000000 Penalty: 5968.095703
	Iteration 10F: 3 clusters Score -2.250852e+07 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 126701 members 
Entering Unmasked Estep 
Score: -22515110.000000 Penalty: 5968.095703
	Iteration 11F: 3 clusters Score -2.251511e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 130198 members 
Entering Unmasked Estep 
Score: -22518158.000000 Penalty: 5968.095703
	Iteration 12Q: 3 clusters Score -2.251816e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 132987 members 
Entering Unmasked Estep 
Score: -22519988.000000 Penalty: 5968.095703
	Iteration 13Q: 3 clusters Score -2.251999e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 135432 members 
Entering Unmasked Estep 
Score: -22521262.000000 Penalty: 5968.095703
	Iteration 14Q: 3 clusters Score -2.252126e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 137670 members 
Entering Unmasked Estep 
Score: -22522238.000000 Penalty: 5968.095703
	Iteration 15Q: 3 clusters Score -2.252224e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 139696 members 
Entering Unmasked Estep 
Score: -22523234.000000 Penalty: 5968.095703
	Iteration 16Q: 3 clusters Score -2.252323e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 141620 members 
Entering Unmasked Estep 
Score: -22523880.000000 Penalty: 5968.095703
	Iteration 17Q: 3 clusters Score -2.252388e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 143404 members 
Entering Unmasked Estep 
Score: -22524604.000000 Penalty: 5968.095703
	Iteration 18Q: 3 clusters Score -2.25246e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 145073 members 
Entering Unmasked Estep 
Score: -22525236.000000 Penalty: 5968.095703
	Iteration 19Q: 3 clusters Score -2.252524e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 146675 members 
Entering Unmasked Estep 
Score: -22525684.000000 Penalty: 5968.095703
	Iteration 20F: 3 clusters Score -2.252568e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 148287 members 
Entering Unmasked Estep 
Score: -22526104.000000 Penalty: 5968.095703
	Iteration 21Q: 3 clusters Score -2.25261e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 149849 members 
Entering Unmasked Estep 
Score: -22526508.000000 Penalty: 5968.095703
	Iteration 22Q: 3 clusters Score -2.252651e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 151333 members 
Entering Unmasked Estep 
Score: -22526852.000000 Penalty: 5968.095703
	Iteration 23Q: 3 clusters Score -2.252685e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 152777 members 
Entering Unmasked Estep 
Score: -22527230.000000 Penalty: 5968.095703
	Iteration 24Q: 3 clusters Score -2.252723e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 154133 members 
Entering Unmasked Estep 
Score: -22527580.000000 Penalty: 5968.095703
	Iteration 25Q: 3 clusters Score -2.252758e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 155431 members 
Entering Unmasked Estep 
Score: -22527986.000000 Penalty: 5968.095703
	Iteration 26Q: 3 clusters Score -2.252799e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 156623 members 
Entering Unmasked Estep 
Score: -22528336.000000 Penalty: 5968.095703
	Iteration 27Q: 3 clusters Score -2.252834e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 157754 members 
Entering Unmasked Estep 
Score: -22528618.000000 Penalty: 5968.095703
	Iteration 28Q: 3 clusters Score -2.252862e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 158787 members 
Entering Unmasked Estep 
Score: -22528808.000000 Penalty: 5968.095703
	Iteration 29Q: 3 clusters Score -2.252881e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 159702 members 
Entering Unmasked Estep 
Score: -22528790.000000 Penalty: 5968.095703
	Iteration 30Q: 3 clusters Score -2.252879e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 160522 members 
Entering Unmasked Estep 
Score: -22528936.000000 Penalty: 5968.095703
	Iteration 31Q: 3 clusters Score -2.252894e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 161280 members 
Entering Unmasked Estep 
Score: -22529078.000000 Penalty: 5968.095703
	Iteration 32Q: 3 clusters Score -2.252908e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 161953 members 
Entering Unmasked Estep 
Score: -22529174.000000 Penalty: 5968.095703
	Iteration 33Q: 3 clusters Score -2.252917e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 162559 members 
Entering Unmasked Estep 
Score: -22529192.000000 Penalty: 5968.095703
	Iteration 34Q: 3 clusters Score -2.252919e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 163098 members 
Entering Unmasked Estep 
Score: -22529262.000000 Penalty: 5968.095703
	Iteration 35Q: 3 clusters Score -2.252926e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 163547 members 
Entering Unmasked Estep 
Score: -22529274.000000 Penalty: 5968.095703
	Iteration 36Q: 3 clusters Score -2.252927e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 163909 members 
Entering Unmasked Estep 
Score: -22529290.000000 Penalty: 5968.095703
	Iteration 37Q: 3 clusters Score -2.252929e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 164215 members 
Entering Unmasked Estep 
Score: -22529246.000000 Penalty: 5968.095703
	Iteration 38Q: 3 clusters Score -2.252925e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 164479 members 
Entering Unmasked Estep 
Score: -22529298.000000 Penalty: 5968.095703
	Iteration 39Q: 3 clusters Score -2.25293e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 164727 members 
Entering Unmasked Estep 
Score: -22529232.000000 Penalty: 5968.095703
	Iteration 40F: 3 clusters Score -2.252923e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 164929 members 
Entering Unmasked Estep 
Score: -22529284.000000 Penalty: 5968.095703
	Iteration 41Q: 3 clusters Score -2.252928e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 165095 members 
Entering Unmasked Estep 
Score: -22529280.000000 Penalty: 5968.095703
	Iteration 42Q: 3 clusters Score -2.252928e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 165241 members 
Entering Unmasked Estep 
Score: -22529274.000000 Penalty: 5968.095703
	Iteration 43Q: 3 clusters Score -2.252927e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 165378 members 
Entering Unmasked Estep 
Score: -22529246.000000 Penalty: 5968.095703
	Iteration 44Q: 3 clusters Score -2.252925e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 165506 members 
Entering Unmasked Estep 
Score: -22529242.000000 Penalty: 5968.095703
	Iteration 45Q: 3 clusters Score -2.252924e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 165603 members 
Entering Unmasked Estep 
Score: -22529228.000000 Penalty: 5968.095703
	Iteration 46Q: 3 clusters Score -2.252923e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 165686 members 
Entering Unmasked Estep 
Score: -22529258.000000 Penalty: 5968.095703
	Iteration 47Q: 3 clusters Score -2.252926e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 165762 members 
Entering Unmasked Estep 
Score: -22529250.000000 Penalty: 5968.095703
	Iteration 48Q: 3 clusters Score -2.252925e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 165833 members 
Entering Unmasked Estep 
Score: -22529234.000000 Penalty: 5968.095703
	Iteration 49Q: 3 clusters Score -2.252923e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 165886 members 
Entering Unmasked Estep 
Score: -22529208.000000 Penalty: 5968.095703
	Iteration 50Q: 3 clusters Score -2.252921e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 165924 members 
Entering Unmasked Estep 
Score: -22529198.000000 Penalty: 5968.095703
	Iteration 51Q: 3 clusters Score -2.25292e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 165963 members 
Entering Unmasked Estep 
Score: -22529202.000000 Penalty: 5968.095703
	Iteration 52Q: 3 clusters Score -2.25292e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 165997 members 
Entering Unmasked Estep 
Score: -22529194.000000 Penalty: 5968.095703
	Iteration 53Q: 3 clusters Score -2.252919e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 166031 members 
Entering Unmasked Estep 
Score: -22529182.000000 Penalty: 5968.095703
	Iteration 54Q: 3 clusters Score -2.252918e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 166050 members 
Entering Unmasked Estep 
Score: -22529168.000000 Penalty: 5968.095703
	Iteration 55Q: 3 clusters Score -2.252917e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 166067 members 
Entering Unmasked Estep 
Score: -22529172.000000 Penalty: 5968.095703
	Iteration 56Q: 3 clusters Score -2.252917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 166077 members 
Entering Unmasked Estep 
Score: -22529158.000000 Penalty: 5968.095703
	Iteration 57Q: 3 clusters Score -2.252916e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 166087 members 
Entering Unmasked Estep 
Score: -22529138.000000 Penalty: 5968.095703
	Iteration 58Q: 3 clusters Score -2.252914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 166095 members 
Entering Unmasked Estep 
Score: -22529170.000000 Penalty: 5968.095703
	Iteration 59Q: 3 clusters Score -2.252917e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 166101 members 
Entering Unmasked Estep 
Score: -22529170.000000 Penalty: 5968.095703
	Iteration 60F: 3 clusters Score -2.252917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 166109 members 
Entering Unmasked Estep 
Score: -22529160.000000 Penalty: 5968.095703
	Iteration 61Q: 3 clusters Score -2.252916e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 166116 members 
Entering Unmasked Estep 
Score: -22529158.000000 Penalty: 5968.095703
	Iteration 62Q: 3 clusters Score -2.252916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 166126 members 
Entering Unmasked Estep 
Score: -22529132.000000 Penalty: 5968.095703
	Iteration 63Q: 3 clusters Score -2.252913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 166136 members 
Entering Unmasked Estep 
Score: -22529138.000000 Penalty: 5968.095703
	Iteration 64Q: 3 clusters Score -2.252914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 166145 members 
Entering Unmasked Estep 
Score: -22529142.000000 Penalty: 5968.095703
	Iteration 65Q: 3 clusters Score -2.252914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 166156 members 
Entering Unmasked Estep 
Score: -22529122.000000 Penalty: 5968.095703
	Iteration 66Q: 3 clusters Score -2.252912e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 166164 members 
Entering Unmasked Estep 
Score: -22529128.000000 Penalty: 5968.095703
	Iteration 67Q: 3 clusters Score -2.252913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 166172 members 
Entering Unmasked Estep 
Score: -22529102.000000 Penalty: 5968.095703
	Iteration 68Q: 3 clusters Score -2.25291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 166182 members 
Entering Unmasked Estep 
Score: -22529108.000000 Penalty: 5968.095703
	Iteration 69Q: 3 clusters Score -2.252911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 166184 members 
Entering Unmasked Estep 
Score: -22529110.000000 Penalty: 5968.095703
	Iteration 70Q: 3 clusters Score -2.252911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 166185 members 
Entering Unmasked Estep 
Score: -22529114.000000 Penalty: 5968.095703
	Iteration 71Q: 3 clusters Score -2.252911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 166187 members 
Entering Unmasked Estep 
Score: -22529110.000000 Penalty: 5968.095703
	Iteration 72Q: 3 clusters Score -2.252911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 166192 members 
Entering Unmasked Estep 
Score: -22529106.000000 Penalty: 5968.095703
	Iteration 73Q: 3 clusters Score -2.252911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 166194 members 
Entering Unmasked Estep 
Score: -22529122.000000 Penalty: 5968.095703
	Iteration 74Q: 3 clusters Score -2.252912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 166195 members 
Entering Unmasked Estep 
Score: -22529124.000000 Penalty: 5968.095703
	Iteration 75Q: 3 clusters Score -2.252912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 166198 members 
Entering Unmasked Estep 
Score: -22529142.000000 Penalty: 5968.095703
	Iteration 76Q: 3 clusters Score -2.252914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 166199 members 
Entering Unmasked Estep 
Score: -22529134.000000 Penalty: 5968.095703
	Iteration 77Q: 3 clusters Score -2.252913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 166199 members 
Entering Unmasked Estep 
Score: -22529134.000000 Penalty: 5968.095703
	Iteration 78F: 3 clusters Score -2.252913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Entering Unmasked Estep 
Score: -6776282.500000 Penalty: 2675.976074
	Iteration 0F: 2 clusters Score -6776282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -6743535.500000 Penalty: 5351.952148
	Iteration 0F: 3 clusters Score -6743536 nChanged 22247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -6755525.500000 Penalty: 5351.952148
	Iteration 1F: 3 clusters Score -6755526 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -6755972.000000 Penalty: 5351.952148
	Iteration 2Q: 3 clusters Score -6755972 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -6756417.000000 Penalty: 5351.952148
	Iteration 3Q: 3 clusters Score -6756417 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -6756891.000000 Penalty: 5351.952148
	Iteration 4Q: 3 clusters Score -6756891 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -6757409.500000 Penalty: 5351.952148
	Iteration 5Q: 3 clusters Score -6757410 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -6758374.500000 Penalty: 5351.952148
	Iteration 6Q: 3 clusters Score -6758374 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -6759852.500000 Penalty: 5351.952148
	Iteration 7F: 3 clusters Score -6759852 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -6762418.500000 Penalty: 5351.952148
	Iteration 8F: 3 clusters Score -6762418 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -6765981.500000 Penalty: 5351.952148
	Iteration 9F: 3 clusters Score -6765982 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -6769667.000000 Penalty: 5351.952148
	Iteration 10F: 3 clusters Score -6769667 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -6772122.000000 Penalty: 5351.952148
	Iteration 11F: 3 clusters Score -6772122 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6773198.500000 Penalty: 5351.952148
	Iteration 12Q: 3 clusters Score -6773198 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48130 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6773615.000000 Penalty: 5351.952148
	Iteration 13Q: 3 clusters Score -6773615 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6773754.000000 Penalty: 5351.952148
	Iteration 14Q: 3 clusters Score -6773754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6773820.500000 Penalty: 5351.952148
	Iteration 15Q: 3 clusters Score -6773820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6773853.500000 Penalty: 5351.952148
	Iteration 16Q: 3 clusters Score -6773854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6773873.500000 Penalty: 5351.952148
	Iteration 17Q: 3 clusters Score -6773874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6773888.500000 Penalty: 5351.952148
	Iteration 18Q: 3 clusters Score -6773888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6773892.000000 Penalty: 5351.952148
	Iteration 19Q: 3 clusters Score -6773892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6773892.000000 Penalty: 5351.952148
	Iteration 20F: 3 clusters Score -6773892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -30592.925781 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -30592.93 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 159 members 
Entering Unmasked Estep 
Score: -29368.865234 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -29368.87 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29581.558594 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -29581.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29748.738281 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -29748.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29793.957031 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -29793.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -29862.402344 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -29862.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -29971.289062 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -29971.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -30154.193359 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -30154.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -30255.048828 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -30255.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -30339.343750 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -30339.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -30393.371094 Penalty: 2845.339844
	Iteration 9Q: 3 clusters Score -30393.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30418.148438 Penalty: 2845.339844
	Iteration 10Q: 3 clusters Score -30418.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30439.523438 Penalty: 2845.339844
	Iteration 11Q: 3 clusters Score -30439.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30503.949219 Penalty: 2845.339844
	Iteration 12Q: 3 clusters Score -30503.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30687.503906 Penalty: 2845.339844
	Iteration 13Q: 3 clusters Score -30687.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30704.207031 Penalty: 2845.339844
	Iteration 14Q: 3 clusters Score -30704.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30706.242188 Penalty: 2845.339844
	Iteration 15Q: 3 clusters Score -30706.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30723.054688 Penalty: 2845.339844
	Iteration 16Q: 3 clusters Score -30723.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30736.578125 Penalty: 2845.339844
	Iteration 17Q: 3 clusters Score -30736.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -30771.437500 Penalty: 2845.339844
	Iteration 18Q: 3 clusters Score -30771.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30822.464844 Penalty: 2845.339844
	Iteration 19Q: 3 clusters Score -30822.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30924.912109 Penalty: 2845.339844
	Iteration 20F: 3 clusters Score -30924.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -31185.533203 Penalty: 2845.339844
	Iteration 21Q: 3 clusters Score -31185.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -31257.871094 Penalty: 2845.339844
	Iteration 22Q: 3 clusters Score -31257.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -31306.269531 Penalty: 2845.339844
	Iteration 23Q: 3 clusters Score -31306.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -31450.554688 Penalty: 2845.339844
	Iteration 24Q: 3 clusters Score -31450.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -31450.554688 Penalty: 2845.339844
	Iteration 25F: 3 clusters Score -31450.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78270 members 
Mstep: Class 2 contains 60609 members 
Mstep: Class 3 contains 4973 members 
Mstep: Class 4 contains 168123 members 
Mstep: Class 5 contains 48544 members 
Mstep: Class 6 contains 205 members 
Mstep: Class 7 contains 174944 members 
Mstep: Class 8 contains 59731 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 49816 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2168 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 150284 members 
Mstep: Class 16 contains 14133 members 
Mstep: Class 17 contains 56327 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 99775 members 
Mstep: Class 21 contains 80596 members 
Mstep: Class 22 contains 157237 members 
Mstep: Class 23 contains 168603 members 
Mstep: Class 24 contains 105 members 
Entering Unmasked Estep 
Score: -180460864.000000 Penalty: 84149.148438
Splitting cluster 6 changes total score from -180461088.000000 to -180460864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (174944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174944 members 
Entering Unmasked Estep 
Score: -23228164.000000 Penalty: 2993.910645
	Iteration 0F: 2 clusters Score -2.322816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87508 members 
Mstep: Class 2 contains 87436 members 
Entering Unmasked Estep 
Score: -23113986.000000 Penalty: 5987.821289
	Iteration 0F: 3 clusters Score -2.311399e+07 nChanged 83854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86844 members 
Mstep: Class 2 contains 88100 members 
Entering Unmasked Estep 
Score: -23162710.000000 Penalty: 5987.821289
	Iteration 1F: 3 clusters Score -2.316271e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85718 members 
Mstep: Class 2 contains 89226 members 
Entering Unmasked Estep 
Score: -23163740.000000 Penalty: 5987.821289
	Iteration 2Q: 3 clusters Score -2.316374e+07 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83781 members 
Mstep: Class 2 contains 91163 members 
Entering Unmasked Estep 
Score: -23165812.000000 Penalty: 5987.821289
	Iteration 3Q: 3 clusters Score -2.316581e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80650 members 
Mstep: Class 2 contains 94294 members 
Entering Unmasked Estep 
Score: -23168686.000000 Penalty: 5987.821289
	Iteration 4Q: 3 clusters Score -2.316869e+07 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76367 members 
Mstep: Class 2 contains 98577 members 
Entering Unmasked Estep 
Score: -23172792.000000 Penalty: 5987.821289
	Iteration 5F: 3 clusters Score -2.317279e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71064 members 
Mstep: Class 2 contains 103880 members 
Entering Unmasked Estep 
Score: -23177572.000000 Penalty: 5987.821289
	Iteration 6F: 3 clusters Score -2.317757e+07 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 109792 members 
Entering Unmasked Estep 
Score: -23182588.000000 Penalty: 5987.821289
	Iteration 7F: 3 clusters Score -2.318259e+07 nChanged 9985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 116473 members 
Entering Unmasked Estep 
Score: -23187604.000000 Penalty: 5987.821289
	Iteration 8F: 3 clusters Score -2.31876e+07 nChanged 9361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51092 members 
Mstep: Class 2 contains 123852 members 
Entering Unmasked Estep 
Score: -23192208.000000 Penalty: 5987.821289
	Iteration 9F: 3 clusters Score -2.319221e+07 nChanged 9093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 132139 members 
Entering Unmasked Estep 
Score: -23197338.000000 Penalty: 5987.821289
	Iteration 10F: 3 clusters Score -2.319734e+07 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 141086 members 
Entering Unmasked Estep 
Score: -23203344.000000 Penalty: 5987.821289
	Iteration 11F: 3 clusters Score -2.320334e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 150328 members 
Entering Unmasked Estep 
Score: -23209572.000000 Penalty: 5987.821289
	Iteration 12F: 3 clusters Score -2.320957e+07 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 158716 members 
Entering Unmasked Estep 
Score: -23215706.000000 Penalty: 5987.821289
	Iteration 13Q: 3 clusters Score -2.321571e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 165317 members 
Entering Unmasked Estep 
Score: -23220240.000000 Penalty: 5987.821289
	Iteration 14Q: 3 clusters Score -2.322024e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 169574 members 
Entering Unmasked Estep 
Score: -23222992.000000 Penalty: 5987.821289
	Iteration 15Q: 3 clusters Score -2.322299e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 171991 members 
Entering Unmasked Estep 
Score: -23224308.000000 Penalty: 5987.821289
	Iteration 16Q: 3 clusters Score -2.322431e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 173174 members 
Entering Unmasked Estep 
Score: -23224986.000000 Penalty: 5987.821289
	Iteration 17Q: 3 clusters Score -2.322499e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 173754 members 
Entering Unmasked Estep 
Score: -23225248.000000 Penalty: 5987.821289
	Iteration 18Q: 3 clusters Score -2.322525e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 173996 members 
Entering Unmasked Estep 
Score: -23225352.000000 Penalty: 5987.821289
	Iteration 19Q: 3 clusters Score -2.322535e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 174132 members 
Entering Unmasked Estep 
Score: -23225410.000000 Penalty: 5987.821289
	Iteration 20F: 3 clusters Score -2.322541e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 174215 members 
Entering Unmasked Estep 
Score: -23225478.000000 Penalty: 5987.821289
	Iteration 21Q: 3 clusters Score -2.322548e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 174280 members 
Entering Unmasked Estep 
Score: -23225534.000000 Penalty: 5987.821289
	Iteration 22Q: 3 clusters Score -2.322553e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 174320 members 
Entering Unmasked Estep 
Score: -23225554.000000 Penalty: 5987.821289
	Iteration 23Q: 3 clusters Score -2.322555e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 174349 members 
Entering Unmasked Estep 
Score: -23225576.000000 Penalty: 5987.821289
	Iteration 24Q: 3 clusters Score -2.322558e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 174376 members 
Entering Unmasked Estep 
Score: -23225572.000000 Penalty: 5987.821289
	Iteration 25Q: 3 clusters Score -2.322557e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 174391 members 
Entering Unmasked Estep 
Score: -23225600.000000 Penalty: 5987.821289
	Iteration 26Q: 3 clusters Score -2.32256e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 174397 members 
Entering Unmasked Estep 
Score: -23225594.000000 Penalty: 5987.821289
	Iteration 27Q: 3 clusters Score -2.322559e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 174406 members 
Entering Unmasked Estep 
Score: -23225590.000000 Penalty: 5987.821289
	Iteration 28Q: 3 clusters Score -2.322559e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 174413 members 
Entering Unmasked Estep 
Score: -23225600.000000 Penalty: 5987.821289
	Iteration 29Q: 3 clusters Score -2.32256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 174418 members 
Entering Unmasked Estep 
Score: -23225612.000000 Penalty: 5987.821289
	Iteration 30Q: 3 clusters Score -2.322561e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 174421 members 
Entering Unmasked Estep 
Score: -23225634.000000 Penalty: 5987.821289
	Iteration 31Q: 3 clusters Score -2.322563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 174423 members 
Entering Unmasked Estep 
Score: -23225628.000000 Penalty: 5987.821289
	Iteration 32Q: 3 clusters Score -2.322563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 174423 members 
Entering Unmasked Estep 
Score: -23225626.000000 Penalty: 5987.821289
	Iteration 33Q: 3 clusters Score -2.322563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 174426 members 
Entering Unmasked Estep 
Score: -23225628.000000 Penalty: 5987.821289
	Iteration 34Q: 3 clusters Score -2.322563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 174429 members 
Entering Unmasked Estep 
Score: -23225630.000000 Penalty: 5987.821289
	Iteration 35Q: 3 clusters Score -2.322563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 174429 members 
Entering Unmasked Estep 
Score: -23225630.000000 Penalty: 5987.821289
	Iteration 36Q: 3 clusters Score -2.322563e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 174430 members 
Entering Unmasked Estep 
Score: -23225646.000000 Penalty: 5987.821289
	Iteration 37Q: 3 clusters Score -2.322565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 174431 members 
Entering Unmasked Estep 
Score: -23225640.000000 Penalty: 5987.821289
	Iteration 38Q: 3 clusters Score -2.322564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 174431 members 
Entering Unmasked Estep 
Score: -23225640.000000 Penalty: 5987.821289
	Iteration 39F: 3 clusters Score -2.322564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (59731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59731 members 
Entering Unmasked Estep 
Score: -8022902.500000 Penalty: 2727.406250
	Iteration 0F: 2 clusters Score -8022902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -7982811.000000 Penalty: 5454.812500
	Iteration 0F: 3 clusters Score -7982811 nChanged 27844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -7998300.000000 Penalty: 5454.812500
	Iteration 1F: 3 clusters Score -7998300 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -7999009.500000 Penalty: 5454.812500
	Iteration 2Q: 3 clusters Score -7999010 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -7999684.000000 Penalty: 5454.812500
	Iteration 3Q: 3 clusters Score -7999684 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -8000564.000000 Penalty: 5454.812500
	Iteration 4Q: 3 clusters Score -8000564 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -8001768.500000 Penalty: 5454.812500
	Iteration 5Q: 3 clusters Score -8001768 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -8003362.000000 Penalty: 5454.812500
	Iteration 6F: 3 clusters Score -8003362 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -8005708.000000 Penalty: 5454.812500
	Iteration 7F: 3 clusters Score -8005708 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -8008884.000000 Penalty: 5454.812500
	Iteration 8F: 3 clusters Score -8008884 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -8012394.000000 Penalty: 5454.812500
	Iteration 9F: 3 clusters Score -8012394 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -8015078.500000 Penalty: 5454.812500
	Iteration 10F: 3 clusters Score -8015078 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -8016690.000000 Penalty: 5454.812500
	Iteration 11Q: 3 clusters Score -8016690 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -8017562.500000 Penalty: 5454.812500
	Iteration 12Q: 3 clusters Score -8017562 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -8018070.500000 Penalty: 5454.812500
	Iteration 13Q: 3 clusters Score -8018070 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -8018417.500000 Penalty: 5454.812500
	Iteration 14Q: 3 clusters Score -8018418 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -8018748.000000 Penalty: 5454.812500
	Iteration 15Q: 3 clusters Score -8018748 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -8019022.500000 Penalty: 5454.812500
	Iteration 16Q: 3 clusters Score -8019022 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -8019248.000000 Penalty: 5454.812500
	Iteration 17Q: 3 clusters Score -8019248 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -8019464.500000 Penalty: 5454.812500
	Iteration 18Q: 3 clusters Score -8019464 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -8019594.500000 Penalty: 5454.812500
	Iteration 19Q: 3 clusters Score -8019594 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -8019748.000000 Penalty: 5454.812500
	Iteration 20F: 3 clusters Score -8019748 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52104 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -8019920.000000 Penalty: 5454.812500
	Iteration 21Q: 3 clusters Score -8019920 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52543 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -8020038.500000 Penalty: 5454.812500
	Iteration 22Q: 3 clusters Score -8020038 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -8020174.500000 Penalty: 5454.812500
	Iteration 23Q: 3 clusters Score -8020174 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53379 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -8020284.500000 Penalty: 5454.812500
	Iteration 24Q: 3 clusters Score -8020284 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53743 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -8020369.000000 Penalty: 5454.812500
	Iteration 25Q: 3 clusters Score -8020369 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -8020438.500000 Penalty: 5454.812500
	Iteration 26Q: 3 clusters Score -8020438 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -8020501.500000 Penalty: 5454.812500
	Iteration 27Q: 3 clusters Score -8020502 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54647 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -8020595.500000 Penalty: 5454.812500
	Iteration 28Q: 3 clusters Score -8020596 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54927 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -8020682.000000 Penalty: 5454.812500
	Iteration 29Q: 3 clusters Score -8020682 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -8020754.000000 Penalty: 5454.812500
	Iteration 30Q: 3 clusters Score -8020754 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55399 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -8020816.000000 Penalty: 5454.812500
	Iteration 31Q: 3 clusters Score -8020816 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55598 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -8020883.000000 Penalty: 5454.812500
	Iteration 32Q: 3 clusters Score -8020883 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -8020935.000000 Penalty: 5454.812500
	Iteration 33Q: 3 clusters Score -8020935 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55983 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -8020948.000000 Penalty: 5454.812500
	Iteration 34Q: 3 clusters Score -8020948 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56150 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -8021000.500000 Penalty: 5454.812500
	Iteration 35Q: 3 clusters Score -8021000 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56303 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -8021052.500000 Penalty: 5454.812500
	Iteration 36Q: 3 clusters Score -8021052 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56456 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -8021094.000000 Penalty: 5454.812500
	Iteration 37Q: 3 clusters Score -8021094 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56576 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -8021119.000000 Penalty: 5454.812500
	Iteration 38Q: 3 clusters Score -8021119 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56680 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -8021148.000000 Penalty: 5454.812500
	Iteration 39Q: 3 clusters Score -8021148 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56778 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -8021151.500000 Penalty: 5454.812500
	Iteration 40F: 3 clusters Score -8021152 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56864 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -8021165.000000 Penalty: 5454.812500
	Iteration 41Q: 3 clusters Score -8021165 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56937 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -8021180.000000 Penalty: 5454.812500
	Iteration 42Q: 3 clusters Score -8021180 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56995 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -8021188.500000 Penalty: 5454.812500
	Iteration 43Q: 3 clusters Score -8021188 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -8021205.500000 Penalty: 5454.812500
	Iteration 44Q: 3 clusters Score -8021206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57092 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -8021211.500000 Penalty: 5454.812500
	Iteration 45Q: 3 clusters Score -8021212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57138 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -8021224.000000 Penalty: 5454.812500
	Iteration 46Q: 3 clusters Score -8021224 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57180 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -8021240.000000 Penalty: 5454.812500
	Iteration 47Q: 3 clusters Score -8021240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57217 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -8021258.000000 Penalty: 5454.812500
	Iteration 48Q: 3 clusters Score -8021258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -8021246.000000 Penalty: 5454.812500
	Iteration 49Q: 3 clusters Score -8021246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -8021263.500000 Penalty: 5454.812500
	Iteration 50Q: 3 clusters Score -8021264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57317 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -8021277.500000 Penalty: 5454.812500
	Iteration 51Q: 3 clusters Score -8021278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57338 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -8021260.000000 Penalty: 5454.812500
	Iteration 52Q: 3 clusters Score -8021260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57349 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -8021262.500000 Penalty: 5454.812500
	Iteration 53Q: 3 clusters Score -8021262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57360 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -8021261.500000 Penalty: 5454.812500
	Iteration 54Q: 3 clusters Score -8021262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -8021258.500000 Penalty: 5454.812500
	Iteration 55Q: 3 clusters Score -8021258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -8021255.000000 Penalty: 5454.812500
	Iteration 56Q: 3 clusters Score -8021255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -8021261.000000 Penalty: 5454.812500
	Iteration 57Q: 3 clusters Score -8021261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57389 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -8021262.000000 Penalty: 5454.812500
	Iteration 58Q: 3 clusters Score -8021262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57399 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -8021263.000000 Penalty: 5454.812500
	Iteration 59Q: 3 clusters Score -8021263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57411 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -8021259.500000 Penalty: 5454.812500
	Iteration 60F: 3 clusters Score -8021260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57420 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -8021253.000000 Penalty: 5454.812500
	Iteration 61Q: 3 clusters Score -8021253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57425 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -8021255.500000 Penalty: 5454.812500
	Iteration 62Q: 3 clusters Score -8021256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57430 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -8021257.500000 Penalty: 5454.812500
	Iteration 63Q: 3 clusters Score -8021258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -8021249.000000 Penalty: 5454.812500
	Iteration 64Q: 3 clusters Score -8021249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57445 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -8021251.500000 Penalty: 5454.812500
	Iteration 65Q: 3 clusters Score -8021252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57454 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -8021244.500000 Penalty: 5454.812500
	Iteration 66Q: 3 clusters Score -8021244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57463 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -8021250.500000 Penalty: 5454.812500
	Iteration 67Q: 3 clusters Score -8021250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57472 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -8021247.500000 Penalty: 5454.812500
	Iteration 68Q: 3 clusters Score -8021248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57480 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -8021245.000000 Penalty: 5454.812500
	Iteration 69Q: 3 clusters Score -8021245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57489 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -8021256.500000 Penalty: 5454.812500
	Iteration 70Q: 3 clusters Score -8021256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57503 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -8021257.000000 Penalty: 5454.812500
	Iteration 71Q: 3 clusters Score -8021257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57513 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -8021248.500000 Penalty: 5454.812500
	Iteration 72Q: 3 clusters Score -8021248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57517 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -8021256.000000 Penalty: 5454.812500
	Iteration 73Q: 3 clusters Score -8021256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57520 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8021256.500000 Penalty: 5454.812500
	Iteration 74Q: 3 clusters Score -8021256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57523 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -8021259.500000 Penalty: 5454.812500
	Iteration 75Q: 3 clusters Score -8021260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57527 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -8021259.000000 Penalty: 5454.812500
	Iteration 76Q: 3 clusters Score -8021259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -8021260.000000 Penalty: 5454.812500
	Iteration 77Q: 3 clusters Score -8021260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8021261.000000 Penalty: 5454.812500
	Iteration 78Q: 3 clusters Score -8021261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57532 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -8021265.500000 Penalty: 5454.812500
	Iteration 79Q: 3 clusters Score -8021266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57532 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -8021265.500000 Penalty: 5454.812500
	Iteration 80F: 3 clusters Score -8021266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Entering Unmasked Estep 
Score: -348110.281250 Penalty: 1956.027710
	Iteration 0F: 2 clusters Score -348110.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -345113.437500 Penalty: 3912.055420
	Iteration 0F: 3 clusters Score -345113.4 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -347816.000000 Penalty: 3912.055420
	Iteration 1F: 3 clusters Score -347816 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -350706.968750 Penalty: 3912.055420
	Iteration 2F: 3 clusters Score -350707 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -351521.875000 Penalty: 3912.055420
	Iteration 3F: 3 clusters Score -351521.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -351740.812500 Penalty: 3912.055420
	Iteration 4Q: 3 clusters Score -351740.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -351792.687500 Penalty: 3912.055420
	Iteration 5Q: 3 clusters Score -351792.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -351806.906250 Penalty: 3912.055420
	Iteration 6Q: 3 clusters Score -351806.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -351813.281250 Penalty: 3912.055420
	Iteration 7Q: 3 clusters Score -351813.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -351813.281250 Penalty: 3912.055420
	Iteration 8F: 3 clusters Score -351813.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78270 members 
Mstep: Class 2 contains 60609 members 
Mstep: Class 3 contains 4973 members 
Mstep: Class 4 contains 168123 members 
Mstep: Class 5 contains 48544 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 174944 members 
Mstep: Class 8 contains 59731 members 
Mstep: Class 9 contains 2458 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 49816 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2168 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 150284 members 
Mstep: Class 16 contains 14133 members 
Mstep: Class 17 contains 56327 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 99775 members 
Mstep: Class 21 contains 80596 members 
Mstep: Class 22 contains 157237 members 
Mstep: Class 23 contains 168603 members 
Mstep: Class 24 contains 205 members 
Entering Unmasked Estep 
Score: -180460688.000000 Penalty: 84149.148438
Splitting cluster 9 changes total score from -180461088.000000 to -180460688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -81038.382812 Penalty: 1628.534790
	Iteration 0F: 2 clusters Score -81038.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -79329.835938 Penalty: 3257.069580
	Iteration 0F: 3 clusters Score -79329.84 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -79870.046875 Penalty: 3257.069580
	Iteration 1F: 3 clusters Score -79870.05 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -80352.718750 Penalty: 3257.069580
	Iteration 2F: 3 clusters Score -80352.72 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -80982.171875 Penalty: 3257.069580
	Iteration 3F: 3 clusters Score -80982.17 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -81503.351562 Penalty: 3257.069580
	Iteration 4F: 3 clusters Score -81503.35 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -81998.835938 Penalty: 3257.069580
	Iteration 5F: 3 clusters Score -81998.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -82618.257812 Penalty: 3257.069580
	Iteration 6Q: 3 clusters Score -82618.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -82635.343750 Penalty: 3257.069580
	Iteration 7Q: 3 clusters Score -82635.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -82635.343750 Penalty: 3257.069580
	Iteration 8F: 3 clusters Score -82635.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78270 members 
Mstep: Class 2 contains 60609 members 
Mstep: Class 3 contains 4973 members 
Mstep: Class 4 contains 168123 members 
Mstep: Class 5 contains 48544 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 174944 members 
Mstep: Class 8 contains 59731 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 49816 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2168 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 150284 members 
Mstep: Class 16 contains 14133 members 
Mstep: Class 17 contains 56327 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 99775 members 
Mstep: Class 21 contains 80596 members 
Mstep: Class 22 contains 157237 members 
Mstep: Class 23 contains 168603 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
Score: -180461248.000000 Penalty: 84149.148438
Splitting cluster 10 changes total score from -180461088.000000 to -180461248.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (49816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Entering Unmasked Estep 
Score: -6632129.500000 Penalty: 2682.390625
	Iteration 0F: 2 clusters Score -6632130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -6598530.500000 Penalty: 5364.781250
	Iteration 0F: 3 clusters Score -6598530 nChanged 22960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -6611467.500000 Penalty: 5364.781250
	Iteration 1F: 3 clusters Score -6611468 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -6612277.000000 Penalty: 5364.781250
	Iteration 2Q: 3 clusters Score -6612277 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -6613411.500000 Penalty: 5364.781250
	Iteration 3Q: 3 clusters Score -6613412 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -6615328.500000 Penalty: 5364.781250
	Iteration 4F: 3 clusters Score -6615328 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -6618142.000000 Penalty: 5364.781250
	Iteration 5F: 3 clusters Score -6618142 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -6621748.500000 Penalty: 5364.781250
	Iteration 6F: 3 clusters Score -6621748 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -6625084.500000 Penalty: 5364.781250
	Iteration 7F: 3 clusters Score -6625084 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -6627433.000000 Penalty: 5364.781250
	Iteration 8F: 3 clusters Score -6627433 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6628669.000000 Penalty: 5364.781250
	Iteration 9Q: 3 clusters Score -6628669 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6629189.000000 Penalty: 5364.781250
	Iteration 10Q: 3 clusters Score -6629189 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6629483.000000 Penalty: 5364.781250
	Iteration 11Q: 3 clusters Score -6629483 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6629647.500000 Penalty: 5364.781250
	Iteration 12Q: 3 clusters Score -6629648 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6629711.000000 Penalty: 5364.781250
	Iteration 13Q: 3 clusters Score -6629711 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6629746.500000 Penalty: 5364.781250
	Iteration 14Q: 3 clusters Score -6629746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49448 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6629767.500000 Penalty: 5364.781250
	Iteration 15Q: 3 clusters Score -6629768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6629802.000000 Penalty: 5364.781250
	Iteration 16Q: 3 clusters Score -6629802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6629820.500000 Penalty: 5364.781250
	Iteration 17Q: 3 clusters Score -6629820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6629832.500000 Penalty: 5364.781250
	Iteration 18Q: 3 clusters Score -6629832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6629837.500000 Penalty: 5364.781250
	Iteration 19Q: 3 clusters Score -6629838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6629839.000000 Penalty: 5364.781250
	Iteration 20F: 3 clusters Score -6629839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6629840.000000 Penalty: 5364.781250
	Iteration 21Q: 3 clusters Score -6629840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6629843.000000 Penalty: 5364.781250
	Iteration 22Q: 3 clusters Score -6629843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6629841.000000 Penalty: 5364.781250
	Iteration 23Q: 3 clusters Score -6629841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6629841.000000 Penalty: 5364.781250
	Iteration 24F: 3 clusters Score -6629841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -103364.484375 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -103364.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -101577.976562 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -101578 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -101936.406250 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -101936.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -102135.562500 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -102135.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -102228.515625 Penalty: 3343.297607
	Iteration 3F: 3 clusters Score -102228.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -102281.812500 Penalty: 3343.297607
	Iteration 4Q: 3 clusters Score -102281.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -102324.914062 Penalty: 3343.297607
	Iteration 5Q: 3 clusters Score -102324.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -102367.703125 Penalty: 3343.297607
	Iteration 6Q: 3 clusters Score -102367.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -102403.085938 Penalty: 3343.297607
	Iteration 7Q: 3 clusters Score -102403.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -102431.140625 Penalty: 3343.297607
	Iteration 8Q: 3 clusters Score -102431.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -102454.367188 Penalty: 3343.297607
	Iteration 9Q: 3 clusters Score -102454.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -102475.242188 Penalty: 3343.297607
	Iteration 10Q: 3 clusters Score -102475.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -102494.171875 Penalty: 3343.297607
	Iteration 11Q: 3 clusters Score -102494.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -102513.078125 Penalty: 3343.297607
	Iteration 12Q: 3 clusters Score -102513.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -102545.218750 Penalty: 3343.297607
	Iteration 13Q: 3 clusters Score -102545.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -102600.671875 Penalty: 3343.297607
	Iteration 14Q: 3 clusters Score -102600.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -102681.445312 Penalty: 3343.297607
	Iteration 15Q: 3 clusters Score -102681.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -102711.289062 Penalty: 3343.297607
	Iteration 16Q: 3 clusters Score -102711.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -102733.718750 Penalty: 3343.297607
	Iteration 17Q: 3 clusters Score -102733.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -102745.296875 Penalty: 3343.297607
	Iteration 18Q: 3 clusters Score -102745.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -102758.171875 Penalty: 3343.297607
	Iteration 19Q: 3 clusters Score -102758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -102762.328125 Penalty: 3343.297607
	Iteration 20F: 3 clusters Score -102762.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -102765.765625 Penalty: 3343.297607
	Iteration 21Q: 3 clusters Score -102765.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -102767.015625 Penalty: 3343.297607
	Iteration 22Q: 3 clusters Score -102767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -102767.015625 Penalty: 3343.297607
	Iteration 23F: 3 clusters Score -102767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Entering Unmasked Estep 
Score: -285142.875000 Penalty: 1905.026978
	Iteration 0F: 2 clusters Score -285142.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -282402.625000 Penalty: 3810.053955
	Iteration 0F: 3 clusters Score -282402.6 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -282938.281250 Penalty: 3810.053955
	Iteration 1F: 3 clusters Score -282938.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -283109.937500 Penalty: 3810.053955
	Iteration 2F: 3 clusters Score -283109.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -283267.281250 Penalty: 3810.053955
	Iteration 3Q: 3 clusters Score -283267.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -283409.937500 Penalty: 3810.053955
	Iteration 4Q: 3 clusters Score -283409.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -283528.250000 Penalty: 3810.053955
	Iteration 5Q: 3 clusters Score -283528.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -283631.625000 Penalty: 3810.053955
	Iteration 6Q: 3 clusters Score -283631.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -283772.656250 Penalty: 3810.053955
	Iteration 7Q: 3 clusters Score -283772.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -283924.218750 Penalty: 3810.053955
	Iteration 8Q: 3 clusters Score -283924.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -284072.843750 Penalty: 3810.053955
	Iteration 9F: 3 clusters Score -284072.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -284183.937500 Penalty: 3810.053955
	Iteration 10Q: 3 clusters Score -284183.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -284247.968750 Penalty: 3810.053955
	Iteration 11Q: 3 clusters Score -284248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -284291.906250 Penalty: 3810.053955
	Iteration 12Q: 3 clusters Score -284291.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -284332.812500 Penalty: 3810.053955
	Iteration 13Q: 3 clusters Score -284332.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -284369.062500 Penalty: 3810.053955
	Iteration 14Q: 3 clusters Score -284369.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -284404.812500 Penalty: 3810.053955
	Iteration 15Q: 3 clusters Score -284404.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -284421.250000 Penalty: 3810.053955
	Iteration 16Q: 3 clusters Score -284421.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -284428.906250 Penalty: 3810.053955
	Iteration 17Q: 3 clusters Score -284428.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -284433.687500 Penalty: 3810.053955
	Iteration 18Q: 3 clusters Score -284433.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -284441.625000 Penalty: 3810.053955
	Iteration 19Q: 3 clusters Score -284441.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -284448.656250 Penalty: 3810.053955
	Iteration 20F: 3 clusters Score -284448.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -284453.156250 Penalty: 3810.053955
	Iteration 21Q: 3 clusters Score -284453.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -284458.312500 Penalty: 3810.053955
	Iteration 22Q: 3 clusters Score -284458.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -284460.937500 Penalty: 3810.053955
	Iteration 23Q: 3 clusters Score -284460.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -284462.593750 Penalty: 3810.053955
	Iteration 24Q: 3 clusters Score -284462.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -284462.593750 Penalty: 3810.053955
	Iteration 25F: 3 clusters Score -284462.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -117260.039062 Penalty: 1702.740967
	Iteration 0F: 2 clusters Score -117260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -115415.640625 Penalty: 3405.481934
	Iteration 0F: 3 clusters Score -115415.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -115842.648438 Penalty: 3405.481934
	Iteration 1F: 3 clusters Score -115842.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -116004.296875 Penalty: 3405.481934
	Iteration 2F: 3 clusters Score -116004.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -116145.273438 Penalty: 3405.481934
	Iteration 3F: 3 clusters Score -116145.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -116296.046875 Penalty: 3405.481934
	Iteration 4Q: 3 clusters Score -116296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -116436.773438 Penalty: 3405.481934
	Iteration 5Q: 3 clusters Score -116436.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -116544.781250 Penalty: 3405.481934
	Iteration 6Q: 3 clusters Score -116544.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -116597.765625 Penalty: 3405.481934
	Iteration 7Q: 3 clusters Score -116597.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -116647.078125 Penalty: 3405.481934
	Iteration 8Q: 3 clusters Score -116647.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -116732.148438 Penalty: 3405.481934
	Iteration 9Q: 3 clusters Score -116732.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -116801.296875 Penalty: 3405.481934
	Iteration 10Q: 3 clusters Score -116801.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -116847.039062 Penalty: 3405.481934
	Iteration 11Q: 3 clusters Score -116847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -116870.148438 Penalty: 3405.481934
	Iteration 12Q: 3 clusters Score -116870.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -116890.117188 Penalty: 3405.481934
	Iteration 13Q: 3 clusters Score -116890.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -116924.804688 Penalty: 3405.481934
	Iteration 14Q: 3 clusters Score -116924.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -116947.500000 Penalty: 3405.481934
	Iteration 15Q: 3 clusters Score -116947.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -116975.046875 Penalty: 3405.481934
	Iteration 16Q: 3 clusters Score -116975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -116990.320312 Penalty: 3405.481934
	Iteration 17Q: 3 clusters Score -116990.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -117001.093750 Penalty: 3405.481934
	Iteration 18Q: 3 clusters Score -117001.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -117002.492188 Penalty: 3405.481934
	Iteration 19Q: 3 clusters Score -117002.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -117003.812500 Penalty: 3405.481934
	Iteration 20F: 3 clusters Score -117003.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -117005.820312 Penalty: 3405.481934
	Iteration 21Q: 3 clusters Score -117005.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -117010.203125 Penalty: 3405.481934
	Iteration 22Q: 3 clusters Score -117010.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -117036.773438 Penalty: 3405.481934
	Iteration 23Q: 3 clusters Score -117036.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -117059.515625 Penalty: 3405.481934
	Iteration 24Q: 3 clusters Score -117059.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -117087.335938 Penalty: 3405.481934
	Iteration 25Q: 3 clusters Score -117087.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -117155.648438 Penalty: 3405.481934
	Iteration 26Q: 3 clusters Score -117155.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -117266.953125 Penalty: 3405.481934
	Iteration 27Q: 3 clusters Score -117267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -117380.195312 Penalty: 3405.481934
	Iteration 28Q: 3 clusters Score -117380.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -117419.539062 Penalty: 3405.481934
	Iteration 29Q: 3 clusters Score -117419.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -117431.148438 Penalty: 3405.481934
	Iteration 30Q: 3 clusters Score -117431.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -117445.070312 Penalty: 3405.481934
	Iteration 31F: 3 clusters Score -117445.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -117498.179688 Penalty: 3405.481934
	Iteration 32Q: 3 clusters Score -117498.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -117561.148438 Penalty: 3405.481934
	Iteration 33Q: 3 clusters Score -117561.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -117643.984375 Penalty: 3405.481934
	Iteration 34Q: 3 clusters Score -117644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -117657.859375 Penalty: 3405.481934
	Iteration 35Q: 3 clusters Score -117657.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -117662.250000 Penalty: 3405.481934
	Iteration 36Q: 3 clusters Score -117662.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -117662.250000 Penalty: 3405.481934
	Iteration 37F: 3 clusters Score -117662.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78270 members 
Mstep: Class 2 contains 60609 members 
Mstep: Class 3 contains 4973 members 
Mstep: Class 4 contains 168123 members 
Mstep: Class 5 contains 48544 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 174944 members 
Mstep: Class 8 contains 59731 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 49816 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2168 members 
Mstep: Class 14 contains 479 members 
Mstep: Class 15 contains 150284 members 
Mstep: Class 16 contains 14133 members 
Mstep: Class 17 contains 56327 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 99775 members 
Mstep: Class 21 contains 80596 members 
Mstep: Class 22 contains 157237 members 
Mstep: Class 23 contains 168603 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 480 members 
Entering Unmasked Estep 
Score: -180459888.000000 Penalty: 87655.367188
Splitting cluster 14 changes total score from -180461088.000000 to -180459888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (150284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150284 members 
Entering Unmasked Estep 
Score: -19906928.000000 Penalty: 2956.229980
	Iteration 0F: 2 clusters Score -1.990693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74864 members 
Mstep: Class 2 contains 75420 members 
Entering Unmasked Estep 
Score: -19806828.000000 Penalty: 5912.459961
	Iteration 0F: 3 clusters Score -1.980683e+07 nChanged 71977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69995 members 
Mstep: Class 2 contains 80289 members 
Entering Unmasked Estep 
Score: -19849064.000000 Penalty: 5912.459961
	Iteration 1F: 3 clusters Score -1.984906e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66877 members 
Mstep: Class 2 contains 83407 members 
Entering Unmasked Estep 
Score: -19850422.000000 Penalty: 5912.459961
	Iteration 2Q: 3 clusters Score -1.985042e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62066 members 
Mstep: Class 2 contains 88218 members 
Entering Unmasked Estep 
Score: -19852474.000000 Penalty: 5912.459961
	Iteration 3Q: 3 clusters Score -1.985247e+07 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 95292 members 
Entering Unmasked Estep 
Score: -19855944.000000 Penalty: 5912.459961
	Iteration 4F: 3 clusters Score -1.985594e+07 nChanged 10096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 105210 members 
Entering Unmasked Estep 
Score: -19862132.000000 Penalty: 5912.459961
	Iteration 5F: 3 clusters Score -1.986213e+07 nChanged 12586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 117744 members 
Entering Unmasked Estep 
Score: -19872122.000000 Penalty: 5912.459961
	Iteration 6F: 3 clusters Score -1.987212e+07 nChanged 13387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 131127 members 
Entering Unmasked Estep 
Score: -19885022.000000 Penalty: 5912.459961
	Iteration 7F: 3 clusters Score -1.988502e+07 nChanged 10517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 141642 members 
Entering Unmasked Estep 
Score: -19895934.000000 Penalty: 5912.459961
	Iteration 8F: 3 clusters Score -1.989593e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 147318 members 
Entering Unmasked Estep 
Score: -19901710.000000 Penalty: 5912.459961
	Iteration 9Q: 3 clusters Score -1.990171e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 149263 members 
Entering Unmasked Estep 
Score: -19903450.000000 Penalty: 5912.459961
	Iteration 10Q: 3 clusters Score -1.990345e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 149831 members 
Entering Unmasked Estep 
Score: -19904034.000000 Penalty: 5912.459961
	Iteration 11Q: 3 clusters Score -1.990403e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 149993 members 
Entering Unmasked Estep 
Score: -19904168.000000 Penalty: 5912.459961
	Iteration 12Q: 3 clusters Score -1.990417e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 150044 members 
Entering Unmasked Estep 
Score: -19904238.000000 Penalty: 5912.459961
	Iteration 13Q: 3 clusters Score -1.990424e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 150062 members 
Entering Unmasked Estep 
Score: -19904266.000000 Penalty: 5912.459961
	Iteration 14Q: 3 clusters Score -1.990427e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 150069 members 
Entering Unmasked Estep 
Score: -19904264.000000 Penalty: 5912.459961
	Iteration 15Q: 3 clusters Score -1.990426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 150075 members 
Entering Unmasked Estep 
Score: -19904272.000000 Penalty: 5912.459961
	Iteration 16Q: 3 clusters Score -1.990427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 150076 members 
Entering Unmasked Estep 
Score: -19904268.000000 Penalty: 5912.459961
	Iteration 17Q: 3 clusters Score -1.990427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 150076 members 
Entering Unmasked Estep 
Score: -19904268.000000 Penalty: 5912.459961
	Iteration 18F: 3 clusters Score -1.990427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Entering Unmasked Estep 
Score: -1874077.000000 Penalty: 2369.954346
	Iteration 0F: 2 clusters Score -1874077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1863829.625000 Penalty: 4739.908691
	Iteration 0F: 3 clusters Score -1863830 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1867615.000000 Penalty: 4739.908691
	Iteration 1F: 3 clusters Score -1867615 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1868783.125000 Penalty: 4739.908691
	Iteration 2F: 3 clusters Score -1868783 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1869956.750000 Penalty: 4739.908691
	Iteration 3F: 3 clusters Score -1869957 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1870993.750000 Penalty: 4739.908691
	Iteration 4F: 3 clusters Score -1870994 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1871894.125000 Penalty: 4739.908691
	Iteration 5F: 3 clusters Score -1871894 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1872553.750000 Penalty: 4739.908691
	Iteration 6F: 3 clusters Score -1872554 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1872878.125000 Penalty: 4739.908691
	Iteration 7Q: 3 clusters Score -1872878 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1872987.375000 Penalty: 4739.908691
	Iteration 8Q: 3 clusters Score -1872987 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1873020.625000 Penalty: 4739.908691
	Iteration 9Q: 3 clusters Score -1873021 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1873046.875000 Penalty: 4739.908691
	Iteration 10Q: 3 clusters Score -1873047 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1873060.750000 Penalty: 4739.908691
	Iteration 11Q: 3 clusters Score -1873061 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1873068.000000 Penalty: 4739.908691
	Iteration 12Q: 3 clusters Score -1873068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1873075.375000 Penalty: 4739.908691
	Iteration 13Q: 3 clusters Score -1873075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1873089.750000 Penalty: 4739.908691
	Iteration 14Q: 3 clusters Score -1873090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1873088.625000 Penalty: 4739.908691
	Iteration 15Q: 3 clusters Score -1873089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1873094.750000 Penalty: 4739.908691
	Iteration 16Q: 3 clusters Score -1873095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1873102.125000 Penalty: 4739.908691
	Iteration 17Q: 3 clusters Score -1873102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1873104.875000 Penalty: 4739.908691
	Iteration 18Q: 3 clusters Score -1873105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1873108.625000 Penalty: 4739.908691
	Iteration 19Q: 3 clusters Score -1873109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1873107.000000 Penalty: 4739.908691
	Iteration 20F: 3 clusters Score -1873107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1873112.125000 Penalty: 4739.908691
	Iteration 21Q: 3 clusters Score -1873112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1873115.500000 Penalty: 4739.908691
	Iteration 22Q: 3 clusters Score -1873116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1873113.625000 Penalty: 4739.908691
	Iteration 23Q: 3 clusters Score -1873114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1873122.750000 Penalty: 4739.908691
	Iteration 24Q: 3 clusters Score -1873123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1873124.750000 Penalty: 4739.908691
	Iteration 25Q: 3 clusters Score -1873125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1873135.875000 Penalty: 4739.908691
	Iteration 26Q: 3 clusters Score -1873136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1873143.125000 Penalty: 4739.908691
	Iteration 27Q: 3 clusters Score -1873143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1873143.750000 Penalty: 4739.908691
	Iteration 28Q: 3 clusters Score -1873144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1873144.500000 Penalty: 4739.908691
	Iteration 29Q: 3 clusters Score -1873144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1873151.250000 Penalty: 4739.908691
	Iteration 30Q: 3 clusters Score -1873151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1873157.500000 Penalty: 4739.908691
	Iteration 31Q: 3 clusters Score -1873158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1873163.500000 Penalty: 4739.908691
	Iteration 32Q: 3 clusters Score -1873164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1873180.500000 Penalty: 4739.908691
	Iteration 33Q: 3 clusters Score -1873180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1873196.125000 Penalty: 4739.908691
	Iteration 34Q: 3 clusters Score -1873196 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1873215.625000 Penalty: 4739.908691
	Iteration 35Q: 3 clusters Score -1873216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1873245.375000 Penalty: 4739.908691
	Iteration 36Q: 3 clusters Score -1873245 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1873267.250000 Penalty: 4739.908691
	Iteration 37Q: 3 clusters Score -1873267 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1873287.125000 Penalty: 4739.908691
	Iteration 38Q: 3 clusters Score -1873287 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1873305.125000 Penalty: 4739.908691
	Iteration 39Q: 3 clusters Score -1873305 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1873314.625000 Penalty: 4739.908691
	Iteration 40F: 3 clusters Score -1873315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1873321.875000 Penalty: 4739.908691
	Iteration 41Q: 3 clusters Score -1873322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1873327.375000 Penalty: 4739.908691
	Iteration 42Q: 3 clusters Score -1873327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1873329.375000 Penalty: 4739.908691
	Iteration 43Q: 3 clusters Score -1873329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1873338.625000 Penalty: 4739.908691
	Iteration 44Q: 3 clusters Score -1873339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1873338.375000 Penalty: 4739.908691
	Iteration 45Q: 3 clusters Score -1873338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1873334.750000 Penalty: 4739.908691
	Iteration 46Q: 3 clusters Score -1873335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1873340.375000 Penalty: 4739.908691
	Iteration 47Q: 3 clusters Score -1873340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1873339.875000 Penalty: 4739.908691
	Iteration 48Q: 3 clusters Score -1873340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1873339.875000 Penalty: 4739.908691
	Iteration 49F: 3 clusters Score -1873340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56327 members 
Entering Unmasked Estep 
Score: -7523793.000000 Penalty: 2712.854492
	Iteration 0F: 2 clusters Score -7523793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -7485913.500000 Penalty: 5425.708984
	Iteration 0F: 3 clusters Score -7485914 nChanged 26156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -7500614.500000 Penalty: 5425.708984
	Iteration 1F: 3 clusters Score -7500614 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -7501428.000000 Penalty: 5425.708984
	Iteration 2Q: 3 clusters Score -7501428 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -7502485.500000 Penalty: 5425.708984
	Iteration 3Q: 3 clusters Score -7502486 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -7503701.500000 Penalty: 5425.708984
	Iteration 4Q: 3 clusters Score -7503702 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -7505188.000000 Penalty: 5425.708984
	Iteration 5Q: 3 clusters Score -7505188 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -7506780.500000 Penalty: 5425.708984
	Iteration 6F: 3 clusters Score -7506780 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -7508792.000000 Penalty: 5425.708984
	Iteration 7F: 3 clusters Score -7508792 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -7511211.500000 Penalty: 5425.708984
	Iteration 8F: 3 clusters Score -7511212 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -7513614.000000 Penalty: 5425.708984
	Iteration 9F: 3 clusters Score -7513614 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -7515301.500000 Penalty: 5425.708984
	Iteration 10F: 3 clusters Score -7515302 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -7516032.000000 Penalty: 5425.708984
	Iteration 11Q: 3 clusters Score -7516032 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -7516353.000000 Penalty: 5425.708984
	Iteration 12Q: 3 clusters Score -7516353 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -7516573.000000 Penalty: 5425.708984
	Iteration 13Q: 3 clusters Score -7516573 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -7516774.500000 Penalty: 5425.708984
	Iteration 14Q: 3 clusters Score -7516774 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -7516938.500000 Penalty: 5425.708984
	Iteration 15Q: 3 clusters Score -7516938 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -7517102.000000 Penalty: 5425.708984
	Iteration 16Q: 3 clusters Score -7517102 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -7517309.000000 Penalty: 5425.708984
	Iteration 17Q: 3 clusters Score -7517309 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -7517475.000000 Penalty: 5425.708984
	Iteration 18Q: 3 clusters Score -7517475 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -7517631.000000 Penalty: 5425.708984
	Iteration 19Q: 3 clusters Score -7517631 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -7517823.500000 Penalty: 5425.708984
	Iteration 20F: 3 clusters Score -7517824 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -7517977.000000 Penalty: 5425.708984
	Iteration 21Q: 3 clusters Score -7517977 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -7518147.500000 Penalty: 5425.708984
	Iteration 22Q: 3 clusters Score -7518148 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -7518315.000000 Penalty: 5425.708984
	Iteration 23Q: 3 clusters Score -7518315 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -7518475.500000 Penalty: 5425.708984
	Iteration 24Q: 3 clusters Score -7518476 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -7518614.000000 Penalty: 5425.708984
	Iteration 25Q: 3 clusters Score -7518614 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -7518752.000000 Penalty: 5425.708984
	Iteration 26Q: 3 clusters Score -7518752 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -7518932.500000 Penalty: 5425.708984
	Iteration 27Q: 3 clusters Score -7518932 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -7519014.000000 Penalty: 5425.708984
	Iteration 28Q: 3 clusters Score -7519014 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -7519148.000000 Penalty: 5425.708984
	Iteration 29Q: 3 clusters Score -7519148 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -7519289.000000 Penalty: 5425.708984
	Iteration 30Q: 3 clusters Score -7519289 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -7519435.000000 Penalty: 5425.708984
	Iteration 31Q: 3 clusters Score -7519435 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -7519602.500000 Penalty: 5425.708984
	Iteration 32Q: 3 clusters Score -7519602 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -7519737.000000 Penalty: 5425.708984
	Iteration 33Q: 3 clusters Score -7519737 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
Score: -7519880.000000 Penalty: 5425.708984
	Iteration 34Q: 3 clusters Score -7519880 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -7520015.500000 Penalty: 5425.708984
	Iteration 35Q: 3 clusters Score -7520016 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -7520157.500000 Penalty: 5425.708984
	Iteration 36Q: 3 clusters Score -7520158 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 47460 members 
Entering Unmasked Estep 
Score: -7520281.000000 Penalty: 5425.708984
	Iteration 37Q: 3 clusters Score -7520281 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -7520368.500000 Penalty: 5425.708984
	Iteration 38Q: 3 clusters Score -7520368 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -7520501.500000 Penalty: 5425.708984
	Iteration 39Q: 3 clusters Score -7520502 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -7520586.500000 Penalty: 5425.708984
	Iteration 40F: 3 clusters Score -7520586 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
Score: -7520702.500000 Penalty: 5425.708984
	Iteration 41Q: 3 clusters Score -7520702 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -7520802.000000 Penalty: 5425.708984
	Iteration 42Q: 3 clusters Score -7520802 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 49970 members 
Entering Unmasked Estep 
Score: -7520899.000000 Penalty: 5425.708984
	Iteration 43Q: 3 clusters Score -7520899 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -7521025.000000 Penalty: 5425.708984
	Iteration 44Q: 3 clusters Score -7521025 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -7521126.500000 Penalty: 5425.708984
	Iteration 45Q: 3 clusters Score -7521126 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -7521199.000000 Penalty: 5425.708984
	Iteration 46Q: 3 clusters Score -7521199 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -7521281.500000 Penalty: 5425.708984
	Iteration 47Q: 3 clusters Score -7521282 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -7521342.500000 Penalty: 5425.708984
	Iteration 48Q: 3 clusters Score -7521342 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -7521374.000000 Penalty: 5425.708984
	Iteration 49Q: 3 clusters Score -7521374 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -7521431.500000 Penalty: 5425.708984
	Iteration 50Q: 3 clusters Score -7521432 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 52068 members 
Entering Unmasked Estep 
Score: -7521498.000000 Penalty: 5425.708984
	Iteration 51Q: 3 clusters Score -7521498 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 52259 members 
Entering Unmasked Estep 
Score: -7521546.000000 Penalty: 5425.708984
	Iteration 52Q: 3 clusters Score -7521546 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
Score: -7521553.000000 Penalty: 5425.708984
	Iteration 53Q: 3 clusters Score -7521553 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -7521583.500000 Penalty: 5425.708984
	Iteration 54Q: 3 clusters Score -7521584 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -7521614.500000 Penalty: 5425.708984
	Iteration 55Q: 3 clusters Score -7521614 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 52792 members 
Entering Unmasked Estep 
Score: -7521625.500000 Penalty: 5425.708984
	Iteration 56Q: 3 clusters Score -7521626 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 52875 members 
Entering Unmasked Estep 
Score: -7521645.000000 Penalty: 5425.708984
	Iteration 57Q: 3 clusters Score -7521645 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 52939 members 
Entering Unmasked Estep 
Score: -7521656.000000 Penalty: 5425.708984
	Iteration 58Q: 3 clusters Score -7521656 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -7521662.500000 Penalty: 5425.708984
	Iteration 59Q: 3 clusters Score -7521662 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
Score: -7521669.500000 Penalty: 5425.708984
	Iteration 60F: 3 clusters Score -7521670 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 53135 members 
Entering Unmasked Estep 
Score: -7521695.000000 Penalty: 5425.708984
	Iteration 61Q: 3 clusters Score -7521695 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -7521701.500000 Penalty: 5425.708984
	Iteration 62Q: 3 clusters Score -7521702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -7521717.500000 Penalty: 5425.708984
	Iteration 63Q: 3 clusters Score -7521718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -7521709.500000 Penalty: 5425.708984
	Iteration 64Q: 3 clusters Score -7521710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -7521700.000000 Penalty: 5425.708984
	Iteration 65Q: 3 clusters Score -7521700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 53300 members 
Entering Unmasked Estep 
Score: -7521711.000000 Penalty: 5425.708984
	Iteration 66Q: 3 clusters Score -7521711 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -7521730.000000 Penalty: 5425.708984
	Iteration 67Q: 3 clusters Score -7521730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 53362 members 
Entering Unmasked Estep 
Score: -7521737.000000 Penalty: 5425.708984
	Iteration 68Q: 3 clusters Score -7521737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 53385 members 
Entering Unmasked Estep 
Score: -7521735.000000 Penalty: 5425.708984
	Iteration 69Q: 3 clusters Score -7521735 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 53416 members 
Entering Unmasked Estep 
Score: -7521742.000000 Penalty: 5425.708984
	Iteration 70Q: 3 clusters Score -7521742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 53437 members 
Entering Unmasked Estep 
Score: -7521740.500000 Penalty: 5425.708984
	Iteration 71Q: 3 clusters Score -7521740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -7521749.500000 Penalty: 5425.708984
	Iteration 72Q: 3 clusters Score -7521750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -7521753.500000 Penalty: 5425.708984
	Iteration 73Q: 3 clusters Score -7521754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -7521751.000000 Penalty: 5425.708984
	Iteration 74Q: 3 clusters Score -7521751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -7521757.000000 Penalty: 5425.708984
	Iteration 75Q: 3 clusters Score -7521757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -7521758.000000 Penalty: 5425.708984
	Iteration 76Q: 3 clusters Score -7521758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -7521761.500000 Penalty: 5425.708984
	Iteration 77Q: 3 clusters Score -7521762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -7521757.000000 Penalty: 5425.708984
	Iteration 78Q: 3 clusters Score -7521757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -7521772.500000 Penalty: 5425.708984
	Iteration 79Q: 3 clusters Score -7521772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -7521772.500000 Penalty: 5425.708984
	Iteration 80F: 3 clusters Score -7521772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -7521774.000000 Penalty: 5425.708984
	Iteration 81Q: 3 clusters Score -7521774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 53626 members 
Entering Unmasked Estep 
Score: -7521776.000000 Penalty: 5425.708984
	Iteration 82Q: 3 clusters Score -7521776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 53633 members 
Entering Unmasked Estep 
Score: -7521768.500000 Penalty: 5425.708984
	Iteration 83Q: 3 clusters Score -7521768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -7521763.500000 Penalty: 5425.708984
	Iteration 84Q: 3 clusters Score -7521764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -7521762.500000 Penalty: 5425.708984
	Iteration 85Q: 3 clusters Score -7521762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -7521772.500000 Penalty: 5425.708984
	Iteration 86Q: 3 clusters Score -7521772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -7521772.500000 Penalty: 5425.708984
	Iteration 87Q: 3 clusters Score -7521772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -7521763.000000 Penalty: 5425.708984
	Iteration 88Q: 3 clusters Score -7521763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 53699 members 
Entering Unmasked Estep 
Score: -7521771.500000 Penalty: 5425.708984
	Iteration 89Q: 3 clusters Score -7521772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -7521780.000000 Penalty: 5425.708984
	Iteration 90Q: 3 clusters Score -7521780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -7521796.000000 Penalty: 5425.708984
	Iteration 91Q: 3 clusters Score -7521796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -7521783.000000 Penalty: 5425.708984
	Iteration 92Q: 3 clusters Score -7521783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 53758 members 
Entering Unmasked Estep 
Score: -7521791.000000 Penalty: 5425.708984
	Iteration 93Q: 3 clusters Score -7521791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -7521791.500000 Penalty: 5425.708984
	Iteration 94Q: 3 clusters Score -7521792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 53773 members 
Entering Unmasked Estep 
Score: -7521790.500000 Penalty: 5425.708984
	Iteration 95Q: 3 clusters Score -7521790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 53777 members 
Entering Unmasked Estep 
Score: -7521805.500000 Penalty: 5425.708984
	Iteration 96Q: 3 clusters Score -7521806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -7521802.000000 Penalty: 5425.708984
	Iteration 97Q: 3 clusters Score -7521802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -7521802.000000 Penalty: 5425.708984
	Iteration 98F: 3 clusters Score -7521802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -64386.003906 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -64386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62857.515625 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -62857.52 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -63024.281250 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -63024.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -63068.410156 Penalty: 3092.267822
	Iteration 2Q: 3 clusters Score -63068.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -63088.601562 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -63088.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -63100.757812 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -63100.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -63111.863281 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -63111.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -63118.269531 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -63118.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -63121.722656 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -63121.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -63121.722656 Penalty: 3092.267822
	Iteration 8F: 3 clusters Score -63121.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -41466.406250 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -41466.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -40101.097656 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -40101.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40249.050781 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -40249.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -40323.984375 Penalty: 2902.692383
	Iteration 2Q: 3 clusters Score -40323.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -40367.781250 Penalty: 2902.692383
	Iteration 3Q: 3 clusters Score -40367.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40372.406250 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -40372.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40372.406250 Penalty: 2902.692383
	Iteration 5F: 3 clusters Score -40372.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (99775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99775 members 
Entering Unmasked Estep 
Score: -13421842.000000 Penalty: 2854.646729
	Iteration 0F: 2 clusters Score -1.342184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -13355226.000000 Penalty: 5709.293457
	Iteration 0F: 3 clusters Score -1.335523e+07 nChanged 47600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -13382134.000000 Penalty: 5709.293457
	Iteration 1F: 3 clusters Score -1.338213e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -13383368.000000 Penalty: 5709.293457
	Iteration 2Q: 3 clusters Score -1.338337e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 58371 members 
Entering Unmasked Estep 
Score: -13385546.000000 Penalty: 5709.293457
	Iteration 3Q: 3 clusters Score -1.338555e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 63213 members 
Entering Unmasked Estep 
Score: -13389249.000000 Penalty: 5709.293457
	Iteration 4F: 3 clusters Score -1.338925e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 69996 members 
Entering Unmasked Estep 
Score: -13395628.000000 Penalty: 5709.293457
	Iteration 5F: 3 clusters Score -1.339563e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 77480 members 
Entering Unmasked Estep 
Score: -13403571.000000 Penalty: 5709.293457
	Iteration 6F: 3 clusters Score -1.340357e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 83788 members 
Entering Unmasked Estep 
Score: -13410724.000000 Penalty: 5709.293457
	Iteration 7F: 3 clusters Score -1.341072e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 87651 members 
Entering Unmasked Estep 
Score: -13415238.000000 Penalty: 5709.293457
	Iteration 8Q: 3 clusters Score -1.341524e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 89769 members 
Entering Unmasked Estep 
Score: -13417282.000000 Penalty: 5709.293457
	Iteration 9Q: 3 clusters Score -1.341728e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 90996 members 
Entering Unmasked Estep 
Score: -13418162.000000 Penalty: 5709.293457
	Iteration 10Q: 3 clusters Score -1.341816e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 91884 members 
Entering Unmasked Estep 
Score: -13418580.000000 Penalty: 5709.293457
	Iteration 11Q: 3 clusters Score -1.341858e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 92558 members 
Entering Unmasked Estep 
Score: -13418860.000000 Penalty: 5709.293457
	Iteration 12Q: 3 clusters Score -1.341886e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 93126 members 
Entering Unmasked Estep 
Score: -13419024.000000 Penalty: 5709.293457
	Iteration 13Q: 3 clusters Score -1.341902e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 93645 members 
Entering Unmasked Estep 
Score: -13419166.000000 Penalty: 5709.293457
	Iteration 14Q: 3 clusters Score -1.341917e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 94127 members 
Entering Unmasked Estep 
Score: -13419334.000000 Penalty: 5709.293457
	Iteration 15Q: 3 clusters Score -1.341933e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 94609 members 
Entering Unmasked Estep 
Score: -13419468.000000 Penalty: 5709.293457
	Iteration 16Q: 3 clusters Score -1.341947e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 95052 members 
Entering Unmasked Estep 
Score: -13419642.000000 Penalty: 5709.293457
	Iteration 17Q: 3 clusters Score -1.341964e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 95410 members 
Entering Unmasked Estep 
Score: -13419747.000000 Penalty: 5709.293457
	Iteration 18Q: 3 clusters Score -1.341975e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 95727 members 
Entering Unmasked Estep 
Score: -13419826.000000 Penalty: 5709.293457
	Iteration 19Q: 3 clusters Score -1.341983e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 96014 members 
Entering Unmasked Estep 
Score: -13419923.000000 Penalty: 5709.293457
	Iteration 20F: 3 clusters Score -1.341992e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 96231 members 
Entering Unmasked Estep 
Score: -13419958.000000 Penalty: 5709.293457
	Iteration 21Q: 3 clusters Score -1.341996e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 96424 members 
Entering Unmasked Estep 
Score: -13419959.000000 Penalty: 5709.293457
	Iteration 22Q: 3 clusters Score -1.341996e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 96574 members 
Entering Unmasked Estep 
Score: -13419991.000000 Penalty: 5709.293457
	Iteration 23Q: 3 clusters Score -1.341999e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 96699 members 
Entering Unmasked Estep 
Score: -13420003.000000 Penalty: 5709.293457
	Iteration 24Q: 3 clusters Score -1.342e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 96800 members 
Entering Unmasked Estep 
Score: -13420037.000000 Penalty: 5709.293457
	Iteration 25Q: 3 clusters Score -1.342004e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 96880 members 
Entering Unmasked Estep 
Score: -13420036.000000 Penalty: 5709.293457
	Iteration 26Q: 3 clusters Score -1.342004e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 96961 members 
Entering Unmasked Estep 
Score: -13420067.000000 Penalty: 5709.293457
	Iteration 27Q: 3 clusters Score -1.342007e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 97031 members 
Entering Unmasked Estep 
Score: -13420126.000000 Penalty: 5709.293457
	Iteration 28Q: 3 clusters Score -1.342013e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 97096 members 
Entering Unmasked Estep 
Score: -13420128.000000 Penalty: 5709.293457
	Iteration 29Q: 3 clusters Score -1.342013e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 97148 members 
Entering Unmasked Estep 
Score: -13420111.000000 Penalty: 5709.293457
	Iteration 30Q: 3 clusters Score -1.342011e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 97190 members 
Entering Unmasked Estep 
Score: -13420111.000000 Penalty: 5709.293457
	Iteration 31Q: 3 clusters Score -1.342011e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 97229 members 
Entering Unmasked Estep 
Score: -13420116.000000 Penalty: 5709.293457
	Iteration 32Q: 3 clusters Score -1.342012e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 97258 members 
Entering Unmasked Estep 
Score: -13420114.000000 Penalty: 5709.293457
	Iteration 33Q: 3 clusters Score -1.342011e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 97291 members 
Entering Unmasked Estep 
Score: -13420130.000000 Penalty: 5709.293457
	Iteration 34Q: 3 clusters Score -1.342013e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 97311 members 
Entering Unmasked Estep 
Score: -13420125.000000 Penalty: 5709.293457
	Iteration 35Q: 3 clusters Score -1.342012e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 97330 members 
Entering Unmasked Estep 
Score: -13420143.000000 Penalty: 5709.293457
	Iteration 36Q: 3 clusters Score -1.342014e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 97351 members 
Entering Unmasked Estep 
Score: -13420143.000000 Penalty: 5709.293457
	Iteration 37Q: 3 clusters Score -1.342014e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 97368 members 
Entering Unmasked Estep 
Score: -13420138.000000 Penalty: 5709.293457
	Iteration 38Q: 3 clusters Score -1.342014e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 97385 members 
Entering Unmasked Estep 
Score: -13420123.000000 Penalty: 5709.293457
	Iteration 39Q: 3 clusters Score -1.342012e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 97401 members 
Entering Unmasked Estep 
Score: -13420126.000000 Penalty: 5709.293457
	Iteration 40F: 3 clusters Score -1.342013e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 97414 members 
Entering Unmasked Estep 
Score: -13420139.000000 Penalty: 5709.293457
	Iteration 41Q: 3 clusters Score -1.342014e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 97431 members 
Entering Unmasked Estep 
Score: -13420148.000000 Penalty: 5709.293457
	Iteration 42Q: 3 clusters Score -1.342015e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 97446 members 
Entering Unmasked Estep 
Score: -13420154.000000 Penalty: 5709.293457
	Iteration 43Q: 3 clusters Score -1.342015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 97460 members 
Entering Unmasked Estep 
Score: -13420146.000000 Penalty: 5709.293457
	Iteration 44Q: 3 clusters Score -1.342015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 97472 members 
Entering Unmasked Estep 
Score: -13420133.000000 Penalty: 5709.293457
	Iteration 45Q: 3 clusters Score -1.342013e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 97491 members 
Entering Unmasked Estep 
Score: -13420152.000000 Penalty: 5709.293457
	Iteration 46Q: 3 clusters Score -1.342015e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 97505 members 
Entering Unmasked Estep 
Score: -13420171.000000 Penalty: 5709.293457
	Iteration 47Q: 3 clusters Score -1.342017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 97511 members 
Entering Unmasked Estep 
Score: -13420172.000000 Penalty: 5709.293457
	Iteration 48Q: 3 clusters Score -1.342017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 97522 members 
Entering Unmasked Estep 
Score: -13420171.000000 Penalty: 5709.293457
	Iteration 49Q: 3 clusters Score -1.342017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 97530 members 
Entering Unmasked Estep 
Score: -13420183.000000 Penalty: 5709.293457
	Iteration 50Q: 3 clusters Score -1.342018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 97540 members 
Entering Unmasked Estep 
Score: -13420182.000000 Penalty: 5709.293457
	Iteration 51Q: 3 clusters Score -1.342018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 97548 members 
Entering Unmasked Estep 
Score: -13420189.000000 Penalty: 5709.293457
	Iteration 52Q: 3 clusters Score -1.342019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 97556 members 
Entering Unmasked Estep 
Score: -13420186.000000 Penalty: 5709.293457
	Iteration 53Q: 3 clusters Score -1.342019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 97557 members 
Entering Unmasked Estep 
Score: -13420183.000000 Penalty: 5709.293457
	Iteration 54Q: 3 clusters Score -1.342018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 97558 members 
Entering Unmasked Estep 
Score: -13420180.000000 Penalty: 5709.293457
	Iteration 55Q: 3 clusters Score -1.342018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 97559 members 
Entering Unmasked Estep 
Score: -13420185.000000 Penalty: 5709.293457
	Iteration 56Q: 3 clusters Score -1.342018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 97559 members 
Entering Unmasked Estep 
Score: -13420185.000000 Penalty: 5709.293457
	Iteration 57F: 3 clusters Score -1.342018e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (80596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80596 members 
Entering Unmasked Estep 
Score: -10833859.000000 Penalty: 2801.706543
	Iteration 0F: 2 clusters Score -1.083386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -10780004.000000 Penalty: 5603.413086
	Iteration 0F: 3 clusters Score -1.078e+07 nChanged 37753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -10801345.000000 Penalty: 5603.413086
	Iteration 1F: 3 clusters Score -1.080134e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -10801963.000000 Penalty: 5603.413086
	Iteration 2Q: 3 clusters Score -1.080196e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -10802594.000000 Penalty: 5603.413086
	Iteration 3Q: 3 clusters Score -1.080259e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -10803304.000000 Penalty: 5603.413086
	Iteration 4Q: 3 clusters Score -1.08033e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -10804287.000000 Penalty: 5603.413086
	Iteration 5Q: 3 clusters Score -1.080429e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -10805694.000000 Penalty: 5603.413086
	Iteration 6Q: 3 clusters Score -1.080569e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -10807647.000000 Penalty: 5603.413086
	Iteration 7F: 3 clusters Score -1.080765e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
Score: -10810527.000000 Penalty: 5603.413086
	Iteration 8F: 3 clusters Score -1.081053e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 61554 members 
Entering Unmasked Estep 
Score: -10814691.000000 Penalty: 5603.413086
	Iteration 9F: 3 clusters Score -1.081469e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 67550 members 
Entering Unmasked Estep 
Score: -10819840.000000 Penalty: 5603.413086
	Iteration 10F: 3 clusters Score -1.081984e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 72931 members 
Entering Unmasked Estep 
Score: -10824718.000000 Penalty: 5603.413086
	Iteration 11F: 3 clusters Score -1.082472e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 76796 members 
Entering Unmasked Estep 
Score: -10828297.000000 Penalty: 5603.413086
	Iteration 12Q: 3 clusters Score -1.08283e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 78897 members 
Entering Unmasked Estep 
Score: -10830111.000000 Penalty: 5603.413086
	Iteration 13Q: 3 clusters Score -1.083011e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -10830895.000000 Penalty: 5603.413086
	Iteration 14Q: 3 clusters Score -1.08309e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 80098 members 
Entering Unmasked Estep 
Score: -10831162.000000 Penalty: 5603.413086
	Iteration 15Q: 3 clusters Score -1.083116e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 80214 members 
Entering Unmasked Estep 
Score: -10831286.000000 Penalty: 5603.413086
	Iteration 16Q: 3 clusters Score -1.083129e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 80259 members 
Entering Unmasked Estep 
Score: -10831350.000000 Penalty: 5603.413086
	Iteration 17Q: 3 clusters Score -1.083135e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 80282 members 
Entering Unmasked Estep 
Score: -10831374.000000 Penalty: 5603.413086
	Iteration 18Q: 3 clusters Score -1.083137e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -10831392.000000 Penalty: 5603.413086
	Iteration 19Q: 3 clusters Score -1.083139e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 80300 members 
Entering Unmasked Estep 
Score: -10831413.000000 Penalty: 5603.413086
	Iteration 20F: 3 clusters Score -1.083141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 80305 members 
Entering Unmasked Estep 
Score: -10831418.000000 Penalty: 5603.413086
	Iteration 21Q: 3 clusters Score -1.083142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 80309 members 
Entering Unmasked Estep 
Score: -10831425.000000 Penalty: 5603.413086
	Iteration 22Q: 3 clusters Score -1.083142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 80310 members 
Entering Unmasked Estep 
Score: -10831424.000000 Penalty: 5603.413086
	Iteration 23Q: 3 clusters Score -1.083142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 80313 members 
Entering Unmasked Estep 
Score: -10831432.000000 Penalty: 5603.413086
	Iteration 24Q: 3 clusters Score -1.083143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 80314 members 
Entering Unmasked Estep 
Score: -10831427.000000 Penalty: 5603.413086
	Iteration 25Q: 3 clusters Score -1.083143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 80315 members 
Entering Unmasked Estep 
Score: -10831429.000000 Penalty: 5603.413086
	Iteration 26Q: 3 clusters Score -1.083143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 80315 members 
Entering Unmasked Estep 
Score: -10831429.000000 Penalty: 5603.413086
	Iteration 27F: 3 clusters Score -1.083143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (157237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157237 members 
Entering Unmasked Estep 
Score: -20901854.000000 Penalty: 2967.446289
	Iteration 0F: 2 clusters Score -2.090185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78543 members 
Mstep: Class 2 contains 78694 members 
Entering Unmasked Estep 
Score: -20797654.000000 Penalty: 5934.892578
	Iteration 0F: 3 clusters Score -2.079765e+07 nChanged 75070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77295 members 
Mstep: Class 2 contains 79942 members 
Entering Unmasked Estep 
Score: -20841016.000000 Penalty: 5934.892578
	Iteration 1F: 3 clusters Score -2.084102e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76420 members 
Mstep: Class 2 contains 80817 members 
Entering Unmasked Estep 
Score: -20841826.000000 Penalty: 5934.892578
	Iteration 2Q: 3 clusters Score -2.084183e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75191 members 
Mstep: Class 2 contains 82046 members 
Entering Unmasked Estep 
Score: -20842820.000000 Penalty: 5934.892578
	Iteration 3Q: 3 clusters Score -2.084282e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73333 members 
Mstep: Class 2 contains 83904 members 
Entering Unmasked Estep 
Score: -20843924.000000 Penalty: 5934.892578
	Iteration 4Q: 3 clusters Score -2.084392e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70679 members 
Mstep: Class 2 contains 86558 members 
Entering Unmasked Estep 
Score: -20845508.000000 Penalty: 5934.892578
	Iteration 5Q: 3 clusters Score -2.084551e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66897 members 
Mstep: Class 2 contains 90340 members 
Entering Unmasked Estep 
Score: -20847818.000000 Penalty: 5934.892578
	Iteration 6Q: 3 clusters Score -2.084782e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 95415 members 
Entering Unmasked Estep 
Score: -20851096.000000 Penalty: 5934.892578
	Iteration 7Q: 3 clusters Score -2.08511e+07 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Mstep: Class 2 contains 101814 members 
Entering Unmasked Estep 
Score: -20856034.000000 Penalty: 5934.892578
	Iteration 8F: 3 clusters Score -2.085603e+07 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 108992 members 
Entering Unmasked Estep 
Score: -20862120.000000 Penalty: 5934.892578
	Iteration 9F: 3 clusters Score -2.086212e+07 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 116100 members 
Entering Unmasked Estep 
Score: -20868832.000000 Penalty: 5934.892578
	Iteration 10F: 3 clusters Score -2.086883e+07 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 121982 members 
Entering Unmasked Estep 
Score: -20874764.000000 Penalty: 5934.892578
	Iteration 11F: 3 clusters Score -2.087476e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 126250 members 
Entering Unmasked Estep 
Score: -20878988.000000 Penalty: 5934.892578
	Iteration 12Q: 3 clusters Score -2.087899e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 129414 members 
Entering Unmasked Estep 
Score: -20881870.000000 Penalty: 5934.892578
	Iteration 13Q: 3 clusters Score -2.088187e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 132220 members 
Entering Unmasked Estep 
Score: -20883742.000000 Penalty: 5934.892578
	Iteration 14Q: 3 clusters Score -2.088374e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 134862 members 
Entering Unmasked Estep 
Score: -20885090.000000 Penalty: 5934.892578
	Iteration 15Q: 3 clusters Score -2.088509e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 137396 members 
Entering Unmasked Estep 
Score: -20886432.000000 Penalty: 5934.892578
	Iteration 16Q: 3 clusters Score -2.088643e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 139912 members 
Entering Unmasked Estep 
Score: -20887788.000000 Penalty: 5934.892578
	Iteration 17Q: 3 clusters Score -2.088779e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 142309 members 
Entering Unmasked Estep 
Score: -20889252.000000 Penalty: 5934.892578
	Iteration 18Q: 3 clusters Score -2.088925e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 144684 members 
Entering Unmasked Estep 
Score: -20890656.000000 Penalty: 5934.892578
	Iteration 19Q: 3 clusters Score -2.089066e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 146921 members 
Entering Unmasked Estep 
Score: -20892236.000000 Penalty: 5934.892578
	Iteration 20F: 3 clusters Score -2.089224e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 149057 members 
Entering Unmasked Estep 
Score: -20893616.000000 Penalty: 5934.892578
	Iteration 21Q: 3 clusters Score -2.089362e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 150981 members 
Entering Unmasked Estep 
Score: -20894944.000000 Penalty: 5934.892578
	Iteration 22Q: 3 clusters Score -2.089494e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 152657 members 
Entering Unmasked Estep 
Score: -20896142.000000 Penalty: 5934.892578
	Iteration 23Q: 3 clusters Score -2.089614e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 154054 members 
Entering Unmasked Estep 
Score: -20897160.000000 Penalty: 5934.892578
	Iteration 24Q: 3 clusters Score -2.089716e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 155122 members 
Entering Unmasked Estep 
Score: -20897982.000000 Penalty: 5934.892578
	Iteration 25Q: 3 clusters Score -2.089798e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 155843 members 
Entering Unmasked Estep 
Score: -20898464.000000 Penalty: 5934.892578
	Iteration 26Q: 3 clusters Score -2.089846e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 156298 members 
Entering Unmasked Estep 
Score: -20898748.000000 Penalty: 5934.892578
	Iteration 27Q: 3 clusters Score -2.089875e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 156564 members 
Entering Unmasked Estep 
Score: -20898922.000000 Penalty: 5934.892578
	Iteration 28Q: 3 clusters Score -2.089892e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 156717 members 
Entering Unmasked Estep 
Score: -20899060.000000 Penalty: 5934.892578
	Iteration 29Q: 3 clusters Score -2.089906e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 156796 members 
Entering Unmasked Estep 
Score: -20899148.000000 Penalty: 5934.892578
	Iteration 30Q: 3 clusters Score -2.089915e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 156847 members 
Entering Unmasked Estep 
Score: -20899194.000000 Penalty: 5934.892578
	Iteration 31Q: 3 clusters Score -2.089919e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 156872 members 
Entering Unmasked Estep 
Score: -20899190.000000 Penalty: 5934.892578
	Iteration 32Q: 3 clusters Score -2.089919e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 156890 members 
Entering Unmasked Estep 
Score: -20899222.000000 Penalty: 5934.892578
	Iteration 33Q: 3 clusters Score -2.089922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 156905 members 
Entering Unmasked Estep 
Score: -20899230.000000 Penalty: 5934.892578
	Iteration 34Q: 3 clusters Score -2.089923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 156914 members 
Entering Unmasked Estep 
Score: -20899246.000000 Penalty: 5934.892578
	Iteration 35Q: 3 clusters Score -2.089925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 156924 members 
Entering Unmasked Estep 
Score: -20899258.000000 Penalty: 5934.892578
	Iteration 36Q: 3 clusters Score -2.089926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 156928 members 
Entering Unmasked Estep 
Score: -20899276.000000 Penalty: 5934.892578
	Iteration 37Q: 3 clusters Score -2.089928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 156928 members 
Entering Unmasked Estep 
Score: -20899276.000000 Penalty: 5934.892578
	Iteration 38F: 3 clusters Score -2.089928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (168603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168603 members 
Entering Unmasked Estep 
Score: -22814412.000000 Penalty: 2984.754883
	Iteration 0F: 2 clusters Score -2.281441e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84232 members 
Mstep: Class 2 contains 84371 members 
Entering Unmasked Estep 
Score: -22706844.000000 Penalty: 5969.509766
	Iteration 0F: 3 clusters Score -2.270684e+07 nChanged 80986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84148 members 
Mstep: Class 2 contains 84455 members 
Entering Unmasked Estep 
Score: -22753688.000000 Penalty: 5969.509766
	Iteration 1F: 3 clusters Score -2.275369e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83869 members 
Mstep: Class 2 contains 84734 members 
Entering Unmasked Estep 
Score: -22754376.000000 Penalty: 5969.509766
	Iteration 2Q: 3 clusters Score -2.275438e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83480 members 
Mstep: Class 2 contains 85123 members 
Entering Unmasked Estep 
Score: -22754922.000000 Penalty: 5969.509766
	Iteration 3Q: 3 clusters Score -2.275492e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82838 members 
Mstep: Class 2 contains 85765 members 
Entering Unmasked Estep 
Score: -22755408.000000 Penalty: 5969.509766
	Iteration 4Q: 3 clusters Score -2.275541e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81902 members 
Mstep: Class 2 contains 86701 members 
Entering Unmasked Estep 
Score: -22756086.000000 Penalty: 5969.509766
	Iteration 5Q: 3 clusters Score -2.275609e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80492 members 
Mstep: Class 2 contains 88111 members 
Entering Unmasked Estep 
Score: -22756872.000000 Penalty: 5969.509766
	Iteration 6Q: 3 clusters Score -2.275687e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78361 members 
Mstep: Class 2 contains 90242 members 
Entering Unmasked Estep 
Score: -22757904.000000 Penalty: 5969.509766
	Iteration 7Q: 3 clusters Score -2.27579e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75195 members 
Mstep: Class 2 contains 93408 members 
Entering Unmasked Estep 
Score: -22759198.000000 Penalty: 5969.509766
	Iteration 8Q: 3 clusters Score -2.27592e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70559 members 
Mstep: Class 2 contains 98044 members 
Entering Unmasked Estep 
Score: -22761202.000000 Penalty: 5969.509766
	Iteration 9Q: 3 clusters Score -2.27612e+07 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63802 members 
Mstep: Class 2 contains 104801 members 
Entering Unmasked Estep 
Score: -22764780.000000 Penalty: 5969.509766
	Iteration 10Q: 3 clusters Score -2.276478e+07 nChanged 9705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 114062 members 
Entering Unmasked Estep 
Score: -22770744.000000 Penalty: 5969.509766
	Iteration 11F: 3 clusters Score -2.277074e+07 nChanged 12241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 126101 members 
Entering Unmasked Estep 
Score: -22779922.000000 Penalty: 5969.509766
	Iteration 12F: 3 clusters Score -2.277992e+07 nChanged 13107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 139102 members 
Entering Unmasked Estep 
Score: -22791396.000000 Penalty: 5969.509766
	Iteration 13F: 3 clusters Score -2.27914e+07 nChanged 11392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 150458 members 
Entering Unmasked Estep 
Score: -22802114.000000 Penalty: 5969.509766
	Iteration 14F: 3 clusters Score -2.280211e+07 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 158257 members 
Entering Unmasked Estep 
Score: -22808212.000000 Penalty: 5969.509766
	Iteration 15Q: 3 clusters Score -2.280821e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 162861 members 
Entering Unmasked Estep 
Score: -22810656.000000 Penalty: 5969.509766
	Iteration 16Q: 3 clusters Score -2.281066e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 165312 members 
Entering Unmasked Estep 
Score: -22811472.000000 Penalty: 5969.509766
	Iteration 17Q: 3 clusters Score -2.281147e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 166555 members 
Entering Unmasked Estep 
Score: -22811760.000000 Penalty: 5969.509766
	Iteration 18Q: 3 clusters Score -2.281176e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 167148 members 
Entering Unmasked Estep 
Score: -22811822.000000 Penalty: 5969.509766
	Iteration 19Q: 3 clusters Score -2.281182e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 167477 members 
Entering Unmasked Estep 
Score: -22811896.000000 Penalty: 5969.509766
	Iteration 20F: 3 clusters Score -2.28119e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 167638 members 
Entering Unmasked Estep 
Score: -22811932.000000 Penalty: 5969.509766
	Iteration 21Q: 3 clusters Score -2.281193e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 167740 members 
Entering Unmasked Estep 
Score: -22811978.000000 Penalty: 5969.509766
	Iteration 22Q: 3 clusters Score -2.281198e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 167803 members 
Entering Unmasked Estep 
Score: -22812008.000000 Penalty: 5969.509766
	Iteration 23Q: 3 clusters Score -2.281201e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 167843 members 
Entering Unmasked Estep 
Score: -22812074.000000 Penalty: 5969.509766
	Iteration 24Q: 3 clusters Score -2.281207e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 167882 members 
Entering Unmasked Estep 
Score: -22812104.000000 Penalty: 5969.509766
	Iteration 25Q: 3 clusters Score -2.28121e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 167910 members 
Entering Unmasked Estep 
Score: -22812102.000000 Penalty: 5969.509766
	Iteration 26Q: 3 clusters Score -2.28121e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 167931 members 
Entering Unmasked Estep 
Score: -22812108.000000 Penalty: 5969.509766
	Iteration 27Q: 3 clusters Score -2.281211e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 167944 members 
Entering Unmasked Estep 
Score: -22812122.000000 Penalty: 5969.509766
	Iteration 28Q: 3 clusters Score -2.281212e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 167959 members 
Entering Unmasked Estep 
Score: -22812136.000000 Penalty: 5969.509766
	Iteration 29Q: 3 clusters Score -2.281214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 167968 members 
Entering Unmasked Estep 
Score: -22812126.000000 Penalty: 5969.509766
	Iteration 30Q: 3 clusters Score -2.281213e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 167975 members 
Entering Unmasked Estep 
Score: -22812128.000000 Penalty: 5969.509766
	Iteration 31Q: 3 clusters Score -2.281213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 167978 members 
Entering Unmasked Estep 
Score: -22812128.000000 Penalty: 5969.509766
	Iteration 32Q: 3 clusters Score -2.281213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 167980 members 
Entering Unmasked Estep 
Score: -22812114.000000 Penalty: 5969.509766
	Iteration 33Q: 3 clusters Score -2.281211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 167982 members 
Entering Unmasked Estep 
Score: -22812140.000000 Penalty: 5969.509766
	Iteration 34Q: 3 clusters Score -2.281214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 167985 members 
Entering Unmasked Estep 
Score: -22812142.000000 Penalty: 5969.509766
	Iteration 35Q: 3 clusters Score -2.281214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 167988 members 
Entering Unmasked Estep 
Score: -22812134.000000 Penalty: 5969.509766
	Iteration 36Q: 3 clusters Score -2.281213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 167991 members 
Entering Unmasked Estep 
Score: -22812150.000000 Penalty: 5969.509766
	Iteration 37Q: 3 clusters Score -2.281215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 167991 members 
Entering Unmasked Estep 
Score: -22812150.000000 Penalty: 5969.509766
	Iteration 38F: 3 clusters Score -2.281215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 78270 members 
Mstep: Class 2 contains 60609 members 
Mstep: Class 3 contains 4973 members 
Mstep: Class 4 contains 168123 members 
Mstep: Class 5 contains 48544 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 174944 members 
Mstep: Class 8 contains 59731 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 49816 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2168 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 150284 members 
Mstep: Class 16 contains 14133 members 
Mstep: Class 17 contains 56327 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 99775 members 
Mstep: Class 21 contains 80596 members 
Mstep: Class 22 contains 157237 members 
Mstep: Class 23 contains 168603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180461392.000000 Penalty: 84149.148438
Iteration 159Q: 25 clusters Score -1.804614e+08 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 78490 members 
Mstep: Class 2 contains 60568 members 
Mstep: Class 3 contains 5012 members 
Mstep: Class 4 contains 168039 members 
Mstep: Class 5 contains 49018 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 174750 members 
Mstep: Class 8 contains 59657 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 49780 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2160 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 150273 members 
Mstep: Class 16 contains 14170 members 
Mstep: Class 17 contains 56183 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 99661 members 
Mstep: Class 21 contains 80524 members 
Mstep: Class 22 contains 157199 members 
Mstep: Class 23 contains 168650 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180461856.000000 Penalty: 84149.148438
Iteration 160F: 25 clusters Score -1.804619e+08 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 78698 members 
Mstep: Class 2 contains 60512 members 
Mstep: Class 3 contains 5043 members 
Mstep: Class 4 contains 167981 members 
Mstep: Class 5 contains 49520 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 174576 members 
Mstep: Class 8 contains 59572 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 49749 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2155 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 150215 members 
Mstep: Class 16 contains 14207 members 
Mstep: Class 17 contains 56050 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 99548 members 
Mstep: Class 21 contains 80452 members 
Mstep: Class 22 contains 157154 members 
Mstep: Class 23 contains 168701 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462128.000000 Penalty: 84149.148438
Iteration 161Q: 25 clusters Score -1.804621e+08 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 78911 members 
Mstep: Class 2 contains 60450 members 
Mstep: Class 3 contains 5069 members 
Mstep: Class 4 contains 167959 members 
Mstep: Class 5 contains 50034 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 174353 members 
Mstep: Class 8 contains 59461 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 49711 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 150192 members 
Mstep: Class 16 contains 14239 members 
Mstep: Class 17 contains 55908 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 99423 members 
Mstep: Class 21 contains 80375 members 
Mstep: Class 22 contains 157126 members 
Mstep: Class 23 contains 168779 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462032.000000 Penalty: 84149.148438
Iteration 162Q: 25 clusters Score -1.80462e+08 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 79111 members 
Mstep: Class 2 contains 60405 members 
Mstep: Class 3 contains 5086 members 
Mstep: Class 4 contains 167964 members 
Mstep: Class 5 contains 50493 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 174205 members 
Mstep: Class 8 contains 59395 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 49661 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2136 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 150164 members 
Mstep: Class 16 contains 14266 members 
Mstep: Class 17 contains 55752 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 99289 members 
Mstep: Class 21 contains 80277 members 
Mstep: Class 22 contains 157057 members 
Mstep: Class 23 contains 168872 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462352.000000 Penalty: 84149.148438
Iteration 163Q: 25 clusters Score -1.804624e+08 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 60345 members 
Mstep: Class 3 contains 5107 members 
Mstep: Class 4 contains 168017 members 
Mstep: Class 5 contains 50966 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 174086 members 
Mstep: Class 8 contains 59317 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 49608 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2135 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 150106 members 
Mstep: Class 16 contains 14291 members 
Mstep: Class 17 contains 55590 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 99158 members 
Mstep: Class 21 contains 80172 members 
Mstep: Class 22 contains 156953 members 
Mstep: Class 23 contains 168983 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462560.000000 Penalty: 84149.148438
Iteration 164Q: 25 clusters Score -1.804626e+08 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 79486 members 
Mstep: Class 2 contains 60291 members 
Mstep: Class 3 contains 5127 members 
Mstep: Class 4 contains 168024 members 
Mstep: Class 5 contains 51435 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 173957 members 
Mstep: Class 8 contains 59232 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 49570 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2133 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 150048 members 
Mstep: Class 16 contains 14332 members 
Mstep: Class 17 contains 55438 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 99018 members 
Mstep: Class 21 contains 80075 members 
Mstep: Class 22 contains 156837 members 
Mstep: Class 23 contains 169130 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462096.000000 Penalty: 84149.148438
Iteration 165Q: 25 clusters Score -1.804621e+08 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 79683 members 
Mstep: Class 2 contains 60250 members 
Mstep: Class 3 contains 5144 members 
Mstep: Class 4 contains 168032 members 
Mstep: Class 5 contains 51952 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 173775 members 
Mstep: Class 8 contains 59138 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 49532 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2130 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 149960 members 
Mstep: Class 16 contains 14376 members 
Mstep: Class 17 contains 55290 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 98888 members 
Mstep: Class 21 contains 79964 members 
Mstep: Class 22 contains 156685 members 
Mstep: Class 23 contains 169333 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462160.000000 Penalty: 84149.148438
Iteration 166Q: 25 clusters Score -1.804622e+08 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 79848 members 
Mstep: Class 2 contains 60201 members 
Mstep: Class 3 contains 5162 members 
Mstep: Class 4 contains 168048 members 
Mstep: Class 5 contains 52464 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 173622 members 
Mstep: Class 8 contains 59056 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 49499 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2128 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 149876 members 
Mstep: Class 16 contains 14427 members 
Mstep: Class 17 contains 55140 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 98780 members 
Mstep: Class 21 contains 79876 members 
Mstep: Class 22 contains 156575 members 
Mstep: Class 23 contains 169430 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462384.000000 Penalty: 84149.148438
Iteration 167Q: 25 clusters Score -1.804624e+08 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 79991 members 
Mstep: Class 2 contains 60158 members 
Mstep: Class 3 contains 5182 members 
Mstep: Class 4 contains 168079 members 
Mstep: Class 5 contains 52976 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 173462 members 
Mstep: Class 8 contains 58997 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 49460 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2126 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 149770 members 
Mstep: Class 16 contains 14486 members 
Mstep: Class 17 contains 54994 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 98659 members 
Mstep: Class 21 contains 79802 members 
Mstep: Class 22 contains 156437 members 
Mstep: Class 23 contains 169553 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462192.000000 Penalty: 84149.148438
Iteration 168Q: 25 clusters Score -1.804622e+08 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80124 members 
Mstep: Class 2 contains 60119 members 
Mstep: Class 3 contains 5194 members 
Mstep: Class 4 contains 168125 members 
Mstep: Class 5 contains 53456 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 173301 members 
Mstep: Class 8 contains 58934 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 49403 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2125 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 149667 members 
Mstep: Class 16 contains 14552 members 
Mstep: Class 17 contains 54873 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 98534 members 
Mstep: Class 21 contains 79746 members 
Mstep: Class 22 contains 156325 members 
Mstep: Class 23 contains 169656 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462080.000000 Penalty: 84149.148438
Iteration 169Q: 25 clusters Score -1.804621e+08 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80241 members 
Mstep: Class 2 contains 60075 members 
Mstep: Class 3 contains 5208 members 
Mstep: Class 4 contains 168176 members 
Mstep: Class 5 contains 53955 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 173177 members 
Mstep: Class 8 contains 58877 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 49361 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2124 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 149559 members 
Mstep: Class 16 contains 14599 members 
Mstep: Class 17 contains 54771 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 98399 members 
Mstep: Class 21 contains 79664 members 
Mstep: Class 22 contains 156272 members 
Mstep: Class 23 contains 169678 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462688.000000 Penalty: 84149.148438
Iteration 170Q: 25 clusters Score -1.804627e+08 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80367 members 
Mstep: Class 2 contains 60043 members 
Mstep: Class 3 contains 5223 members 
Mstep: Class 4 contains 168244 members 
Mstep: Class 5 contains 54451 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 173041 members 
Mstep: Class 8 contains 58797 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 49329 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2123 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 149461 members 
Mstep: Class 16 contains 14651 members 
Mstep: Class 17 contains 54659 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 98267 members 
Mstep: Class 21 contains 79574 members 
Mstep: Class 22 contains 156163 members 
Mstep: Class 23 contains 169744 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462944.000000 Penalty: 84149.148438
Iteration 171Q: 25 clusters Score -1.804629e+08 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80482 members 
Mstep: Class 2 contains 60008 members 
Mstep: Class 3 contains 5241 members 
Mstep: Class 4 contains 168314 members 
Mstep: Class 5 contains 54982 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 172885 members 
Mstep: Class 8 contains 58722 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 49296 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2120 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 149348 members 
Mstep: Class 16 contains 14692 members 
Mstep: Class 17 contains 54555 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 98140 members 
Mstep: Class 21 contains 79496 members 
Mstep: Class 22 contains 156063 members 
Mstep: Class 23 contains 169792 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180463008.000000 Penalty: 84149.148438
Iteration 172Q: 25 clusters Score -1.80463e+08 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80597 members 
Mstep: Class 2 contains 59954 members 
Mstep: Class 3 contains 5259 members 
Mstep: Class 4 contains 168371 members 
Mstep: Class 5 contains 55509 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 172722 members 
Mstep: Class 8 contains 58648 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 49259 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2116 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 149248 members 
Mstep: Class 16 contains 14730 members 
Mstep: Class 17 contains 54450 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 98028 members 
Mstep: Class 21 contains 79395 members 
Mstep: Class 22 contains 155961 members 
Mstep: Class 23 contains 169890 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180463024.000000 Penalty: 84149.148438
Iteration 173Q: 25 clusters Score -1.80463e+08 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80709 members 
Mstep: Class 2 contains 59905 members 
Mstep: Class 3 contains 5274 members 
Mstep: Class 4 contains 168438 members 
Mstep: Class 5 contains 56005 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 172585 members 
Mstep: Class 8 contains 58581 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 49235 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2100 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 149158 members 
Mstep: Class 16 contains 14763 members 
Mstep: Class 17 contains 54354 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 97867 members 
Mstep: Class 21 contains 79295 members 
Mstep: Class 22 contains 155876 members 
Mstep: Class 23 contains 169991 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180463264.000000 Penalty: 84149.148438
Iteration 174Q: 25 clusters Score -1.804633e+08 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80819 members 
Mstep: Class 2 contains 59842 members 
Mstep: Class 3 contains 5289 members 
Mstep: Class 4 contains 168499 members 
Mstep: Class 5 contains 56473 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 172489 members 
Mstep: Class 8 contains 58520 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 49197 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 149066 members 
Mstep: Class 16 contains 14793 members 
Mstep: Class 17 contains 54274 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 97692 members 
Mstep: Class 21 contains 79192 members 
Mstep: Class 22 contains 155812 members 
Mstep: Class 23 contains 170089 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180463664.000000 Penalty: 84149.148438
Iteration 175Q: 25 clusters Score -1.804637e+08 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 80928 members 
Mstep: Class 2 contains 59786 members 
Mstep: Class 3 contains 5305 members 
Mstep: Class 4 contains 168529 members 
Mstep: Class 5 contains 56977 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 172370 members 
Mstep: Class 8 contains 58448 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 49149 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 148923 members 
Mstep: Class 16 contains 14828 members 
Mstep: Class 17 contains 54196 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 97502 members 
Mstep: Class 21 contains 79113 members 
Mstep: Class 22 contains 155801 members 
Mstep: Class 23 contains 170203 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180463264.000000 Penalty: 84149.148438
Iteration 176Q: 25 clusters Score -1.804633e+08 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 81032 members 
Mstep: Class 2 contains 59727 members 
Mstep: Class 3 contains 5319 members 
Mstep: Class 4 contains 168548 members 
Mstep: Class 5 contains 57527 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 172242 members 
Mstep: Class 8 contains 58380 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 49090 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2066 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 148777 members 
Mstep: Class 16 contains 14865 members 
Mstep: Class 17 contains 54126 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 97328 members 
Mstep: Class 21 contains 79021 members 
Mstep: Class 22 contains 155848 members 
Mstep: Class 23 contains 170238 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180463120.000000 Penalty: 84149.148438
Iteration 177Q: 25 clusters Score -1.804631e+08 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 81119 members 
Mstep: Class 2 contains 59662 members 
Mstep: Class 3 contains 5334 members 
Mstep: Class 4 contains 168564 members 
Mstep: Class 5 contains 58139 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 172106 members 
Mstep: Class 8 contains 58324 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 49027 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2056 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 148605 members 
Mstep: Class 16 contains 14901 members 
Mstep: Class 17 contains 54048 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 97124 members 
Mstep: Class 21 contains 78951 members 
Mstep: Class 22 contains 155904 members 
Mstep: Class 23 contains 170270 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462976.000000 Penalty: 84149.148438
Iteration 178Q: 25 clusters Score -1.80463e+08 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 81206 members 
Mstep: Class 2 contains 59613 members 
Mstep: Class 3 contains 5348 members 
Mstep: Class 4 contains 168582 members 
Mstep: Class 5 contains 58747 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 171977 members 
Mstep: Class 8 contains 58284 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 48977 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 148379 members 
Mstep: Class 16 contains 14950 members 
Mstep: Class 17 contains 53957 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 96949 members 
Mstep: Class 21 contains 78868 members 
Mstep: Class 22 contains 155919 members 
Mstep: Class 23 contains 170328 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462672.000000 Penalty: 84149.148438
Iteration 179Q: 25 clusters Score -1.804627e+08 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 81292 members 
Mstep: Class 2 contains 59557 members 
Mstep: Class 3 contains 5363 members 
Mstep: Class 4 contains 168586 members 
Mstep: Class 5 contains 59303 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 171873 members 
Mstep: Class 8 contains 58234 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 48929 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2040 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 148148 members 
Mstep: Class 16 contains 14998 members 
Mstep: Class 17 contains 53879 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 96784 members 
Mstep: Class 21 contains 78781 members 
Mstep: Class 22 contains 155967 members 
Mstep: Class 23 contains 170399 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180463072.000000 Penalty: 84149.148438
Iteration 180F: 25 clusters Score -1.804631e+08 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 81363 members 
Mstep: Class 2 contains 59502 members 
Mstep: Class 3 contains 5374 members 
Mstep: Class 4 contains 168549 members 
Mstep: Class 5 contains 59867 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 171770 members 
Mstep: Class 8 contains 58179 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 48878 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2033 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 147930 members 
Mstep: Class 16 contains 15063 members 
Mstep: Class 17 contains 53822 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 96639 members 
Mstep: Class 21 contains 78673 members 
Mstep: Class 22 contains 155965 members 
Mstep: Class 23 contains 170526 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462768.000000 Penalty: 84149.148438
Iteration 181Q: 25 clusters Score -1.804628e+08 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 81428 members 
Mstep: Class 2 contains 59459 members 
Mstep: Class 3 contains 5384 members 
Mstep: Class 4 contains 168498 members 
Mstep: Class 5 contains 60426 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 171722 members 
Mstep: Class 8 contains 58115 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 48823 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2026 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 147700 members 
Mstep: Class 16 contains 15124 members 
Mstep: Class 17 contains 53756 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 96506 members 
Mstep: Class 21 contains 78537 members 
Mstep: Class 22 contains 155978 members 
Mstep: Class 23 contains 170651 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462432.000000 Penalty: 84149.148438
Iteration 182Q: 25 clusters Score -1.804624e+08 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 81485 members 
Mstep: Class 2 contains 59422 members 
Mstep: Class 3 contains 5396 members 
Mstep: Class 4 contains 168465 members 
Mstep: Class 5 contains 61011 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 171657 members 
Mstep: Class 8 contains 58069 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 48771 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2016 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 147493 members 
Mstep: Class 16 contains 15191 members 
Mstep: Class 17 contains 53674 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 96397 members 
Mstep: Class 21 contains 78422 members 
Mstep: Class 22 contains 155979 members 
Mstep: Class 23 contains 170685 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462544.000000 Penalty: 84149.148438
Iteration 183Q: 25 clusters Score -1.804625e+08 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 81541 members 
Mstep: Class 2 contains 59376 members 
Mstep: Class 3 contains 5408 members 
Mstep: Class 4 contains 168424 members 
Mstep: Class 5 contains 61593 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 171622 members 
Mstep: Class 8 contains 58016 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 48737 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 147234 members 
Mstep: Class 16 contains 15247 members 
Mstep: Class 17 contains 53590 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 96287 members 
Mstep: Class 21 contains 78326 members 
Mstep: Class 22 contains 156017 members 
Mstep: Class 23 contains 170706 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462384.000000 Penalty: 84149.148438
Iteration 184Q: 25 clusters Score -1.804624e+08 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 81597 members 
Mstep: Class 2 contains 59339 members 
Mstep: Class 3 contains 5416 members 
Mstep: Class 4 contains 168390 members 
Mstep: Class 5 contains 62130 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 171603 members 
Mstep: Class 8 contains 57978 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 48695 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 147003 members 
Mstep: Class 16 contains 15299 members 
Mstep: Class 17 contains 53503 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 96172 members 
Mstep: Class 21 contains 78227 members 
Mstep: Class 22 contains 156089 members 
Mstep: Class 23 contains 170690 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462544.000000 Penalty: 84149.148438
Iteration 185Q: 25 clusters Score -1.804625e+08 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 81648 members 
Mstep: Class 2 contains 59305 members 
Mstep: Class 3 contains 5426 members 
Mstep: Class 4 contains 168366 members 
Mstep: Class 5 contains 62678 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 171555 members 
Mstep: Class 8 contains 57944 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 48654 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 146763 members 
Mstep: Class 16 contains 15348 members 
Mstep: Class 17 contains 53395 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 96052 members 
Mstep: Class 21 contains 78113 members 
Mstep: Class 22 contains 156167 members 
Mstep: Class 23 contains 170718 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462096.000000 Penalty: 84149.148438
Iteration 186Q: 25 clusters Score -1.804621e+08 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 81696 members 
Mstep: Class 2 contains 59257 members 
Mstep: Class 3 contains 5439 members 
Mstep: Class 4 contains 168340 members 
Mstep: Class 5 contains 63236 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 171515 members 
Mstep: Class 8 contains 57948 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 48598 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1997 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 146495 members 
Mstep: Class 16 contains 15389 members 
Mstep: Class 17 contains 53303 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 95923 members 
Mstep: Class 21 contains 78011 members 
Mstep: Class 22 contains 156246 members 
Mstep: Class 23 contains 170741 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180461840.000000 Penalty: 84149.148438
Iteration 187Q: 25 clusters Score -1.804618e+08 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 81742 members 
Mstep: Class 2 contains 59195 members 
Mstep: Class 3 contains 5447 members 
Mstep: Class 4 contains 168319 members 
Mstep: Class 5 contains 63747 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 171486 members 
Mstep: Class 8 contains 57961 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 48555 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1998 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 146232 members 
Mstep: Class 16 contains 15433 members 
Mstep: Class 17 contains 53202 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 95778 members 
Mstep: Class 21 contains 77891 members 
Mstep: Class 22 contains 156319 members 
Mstep: Class 23 contains 170829 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462224.000000 Penalty: 84149.148438
Iteration 188Q: 25 clusters Score -1.804622e+08 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 81793 members 
Mstep: Class 2 contains 59126 members 
Mstep: Class 3 contains 5455 members 
Mstep: Class 4 contains 168334 members 
Mstep: Class 5 contains 64251 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 171424 members 
Mstep: Class 8 contains 57952 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 48500 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1992 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 145991 members 
Mstep: Class 16 contains 15484 members 
Mstep: Class 17 contains 53069 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 95640 members 
Mstep: Class 21 contains 77762 members 
Mstep: Class 22 contains 156401 members 
Mstep: Class 23 contains 170958 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462880.000000 Penalty: 84149.148438
Iteration 189Q: 25 clusters Score -1.804629e+08 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 81846 members 
Mstep: Class 2 contains 59050 members 
Mstep: Class 3 contains 5467 members 
Mstep: Class 4 contains 168359 members 
Mstep: Class 5 contains 64796 members 
Mstep: Class 6 contains 314 members 
Mstep: Class 7 contains 171349 members 
Mstep: Class 8 contains 57926 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 48437 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1978 members 
Mstep: Class 14 contains 964 members 
Mstep: Class 15 contains 145752 members 
Mstep: Class 16 contains 15544 members 
Mstep: Class 17 contains 52960 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 95517 members 
Mstep: Class 21 contains 77632 members 
Mstep: Class 22 contains 156438 members 
Mstep: Class 23 contains 171081 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462400.000000 Penalty: 84149.148438
Iteration 190Q: 25 clusters Score -1.804624e+08 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 81889 members 
Mstep: Class 2 contains 58989 members 
Mstep: Class 3 contains 5479 members 
Mstep: Class 4 contains 168396 members 
Mstep: Class 5 contains 65347 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 171298 members 
Mstep: Class 8 contains 57894 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 48405 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1963 members 
Mstep: Class 14 contains 965 members 
Mstep: Class 15 contains 145480 members 
Mstep: Class 16 contains 15599 members 
Mstep: Class 17 contains 52850 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 95391 members 
Mstep: Class 21 contains 77517 members 
Mstep: Class 22 contains 156525 members 
Mstep: Class 23 contains 171110 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462640.000000 Penalty: 84149.148438
Iteration 191Q: 25 clusters Score -1.804626e+08 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 81931 members 
Mstep: Class 2 contains 58941 members 
Mstep: Class 3 contains 5495 members 
Mstep: Class 4 contains 168400 members 
Mstep: Class 5 contains 65950 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 171236 members 
Mstep: Class 8 contains 57837 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 48361 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1947 members 
Mstep: Class 14 contains 966 members 
Mstep: Class 15 contains 145185 members 
Mstep: Class 16 contains 15655 members 
Mstep: Class 17 contains 52742 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 95267 members 
Mstep: Class 21 contains 77425 members 
Mstep: Class 22 contains 156581 members 
Mstep: Class 23 contains 171178 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462288.000000 Penalty: 84149.148438
Iteration 192Q: 25 clusters Score -1.804623e+08 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 81960 members 
Mstep: Class 2 contains 58888 members 
Mstep: Class 3 contains 5511 members 
Mstep: Class 4 contains 168412 members 
Mstep: Class 5 contains 66522 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 171184 members 
Mstep: Class 8 contains 57797 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 48339 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1939 members 
Mstep: Class 14 contains 966 members 
Mstep: Class 15 contains 144851 members 
Mstep: Class 16 contains 15715 members 
Mstep: Class 17 contains 52647 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 95165 members 
Mstep: Class 21 contains 77341 members 
Mstep: Class 22 contains 156660 members 
Mstep: Class 23 contains 171201 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180461824.000000 Penalty: 84149.148438
Iteration 193Q: 25 clusters Score -1.804618e+08 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 81991 members 
Mstep: Class 2 contains 58848 members 
Mstep: Class 3 contains 5524 members 
Mstep: Class 4 contains 168441 members 
Mstep: Class 5 contains 67068 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 171157 members 
Mstep: Class 8 contains 57756 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 48305 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1929 members 
Mstep: Class 14 contains 966 members 
Mstep: Class 15 contains 144524 members 
Mstep: Class 16 contains 15761 members 
Mstep: Class 17 contains 52527 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 95043 members 
Mstep: Class 21 contains 77285 members 
Mstep: Class 22 contains 156739 members 
Mstep: Class 23 contains 171235 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180461744.000000 Penalty: 84149.148438
Iteration 194Q: 25 clusters Score -1.804617e+08 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82029 members 
Mstep: Class 2 contains 58808 members 
Mstep: Class 3 contains 5532 members 
Mstep: Class 4 contains 168446 members 
Mstep: Class 5 contains 67716 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 171128 members 
Mstep: Class 8 contains 57725 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 48280 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1918 members 
Mstep: Class 14 contains 966 members 
Mstep: Class 15 contains 144157 members 
Mstep: Class 16 contains 15802 members 
Mstep: Class 17 contains 52413 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 94912 members 
Mstep: Class 21 contains 77190 members 
Mstep: Class 22 contains 156804 members 
Mstep: Class 23 contains 171273 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462080.000000 Penalty: 84149.148438
Iteration 195Q: 25 clusters Score -1.804621e+08 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82071 members 
Mstep: Class 2 contains 58763 members 
Mstep: Class 3 contains 5537 members 
Mstep: Class 4 contains 168427 members 
Mstep: Class 5 contains 68372 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 171092 members 
Mstep: Class 8 contains 57704 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 48242 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1910 members 
Mstep: Class 14 contains 966 members 
Mstep: Class 15 contains 143760 members 
Mstep: Class 16 contains 15849 members 
Mstep: Class 17 contains 52326 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 94806 members 
Mstep: Class 21 contains 77090 members 
Mstep: Class 22 contains 156874 members 
Mstep: Class 23 contains 171310 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462224.000000 Penalty: 84149.148438
Iteration 196Q: 25 clusters Score -1.804622e+08 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82122 members 
Mstep: Class 2 contains 58714 members 
Mstep: Class 3 contains 5539 members 
Mstep: Class 4 contains 168431 members 
Mstep: Class 5 contains 69054 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 171046 members 
Mstep: Class 8 contains 57665 members 
Mstep: Class 9 contains 2661 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 48229 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 966 members 
Mstep: Class 15 contains 143322 members 
Mstep: Class 16 contains 15892 members 
Mstep: Class 17 contains 52249 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 94702 members 
Mstep: Class 21 contains 76961 members 
Mstep: Class 22 contains 156940 members 
Mstep: Class 23 contains 171362 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462624.000000 Penalty: 84149.148438
Iteration 197Q: 25 clusters Score -1.804626e+08 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82174 members 
Mstep: Class 2 contains 58680 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 168446 members 
Mstep: Class 5 contains 69752 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 170980 members 
Mstep: Class 8 contains 57654 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 48205 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1896 members 
Mstep: Class 14 contains 965 members 
Mstep: Class 15 contains 142834 members 
Mstep: Class 16 contains 15940 members 
Mstep: Class 17 contains 52171 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 94589 members 
Mstep: Class 21 contains 76857 members 
Mstep: Class 22 contains 157009 members 
Mstep: Class 23 contains 171402 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462704.000000 Penalty: 84149.148438
Iteration 198Q: 25 clusters Score -1.804627e+08 nChanged 3149
Entering ConstructFrom: 
Score: -180462704.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (82225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82225 members 
Entering Unmasked Estep 
Score: -10633082.000000 Penalty: 2806.669434
	Iteration 0F: 2 clusters Score -1.063308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -10578000.000000 Penalty: 5613.338867
	Iteration 0F: 3 clusters Score -1.0578e+07 nChanged 38710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -10599747.000000 Penalty: 5613.338867
	Iteration 1F: 3 clusters Score -1.059975e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -10600404.000000 Penalty: 5613.338867
	Iteration 2Q: 3 clusters Score -1.06004e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -10601132.000000 Penalty: 5613.338867
	Iteration 3Q: 3 clusters Score -1.060113e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -10602108.000000 Penalty: 5613.338867
	Iteration 4Q: 3 clusters Score -1.060211e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -10603440.000000 Penalty: 5613.338867
	Iteration 5Q: 3 clusters Score -1.060344e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -10605794.000000 Penalty: 5613.338867
	Iteration 6F: 3 clusters Score -1.060579e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57400 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -10609240.000000 Penalty: 5613.338867
	Iteration 7F: 3 clusters Score -1.060924e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63166 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -10613762.000000 Penalty: 5613.338867
	Iteration 8F: 3 clusters Score -1.061376e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69029 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -10618754.000000 Penalty: 5613.338867
	Iteration 9F: 3 clusters Score -1.061875e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73979 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -10623256.000000 Penalty: 5613.338867
	Iteration 10F: 3 clusters Score -1.062326e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77547 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -10626791.000000 Penalty: 5613.338867
	Iteration 11Q: 3 clusters Score -1.062679e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79864 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -10629225.000000 Penalty: 5613.338867
	Iteration 12Q: 3 clusters Score -1.062922e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -10630205.000000 Penalty: 5613.338867
	Iteration 13Q: 3 clusters Score -1.06302e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81366 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -10630624.000000 Penalty: 5613.338867
	Iteration 14Q: 3 clusters Score -1.063062e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81548 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -10630831.000000 Penalty: 5613.338867
	Iteration 15Q: 3 clusters Score -1.063083e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81634 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10630921.000000 Penalty: 5613.338867
	Iteration 16Q: 3 clusters Score -1.063092e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81681 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10630966.000000 Penalty: 5613.338867
	Iteration 17Q: 3 clusters Score -1.063097e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81704 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -10630989.000000 Penalty: 5613.338867
	Iteration 18Q: 3 clusters Score -1.063099e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81719 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10631001.000000 Penalty: 5613.338867
	Iteration 19Q: 3 clusters Score -1.0631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81728 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10631008.000000 Penalty: 5613.338867
	Iteration 20F: 3 clusters Score -1.063101e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81739 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -10631010.000000 Penalty: 5613.338867
	Iteration 21Q: 3 clusters Score -1.063101e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81752 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -10631032.000000 Penalty: 5613.338867
	Iteration 22Q: 3 clusters Score -1.063103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81757 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -10631048.000000 Penalty: 5613.338867
	Iteration 23Q: 3 clusters Score -1.063105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81764 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -10631047.000000 Penalty: 5613.338867
	Iteration 24Q: 3 clusters Score -1.063105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81771 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -10631055.000000 Penalty: 5613.338867
	Iteration 25Q: 3 clusters Score -1.063106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81771 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -10631058.000000 Penalty: 5613.338867
	Iteration 26Q: 3 clusters Score -1.063106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81775 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -10631052.000000 Penalty: 5613.338867
	Iteration 27Q: 3 clusters Score -1.063105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -10631065.000000 Penalty: 5613.338867
	Iteration 28Q: 3 clusters Score -1.063106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81783 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10631070.000000 Penalty: 5613.338867
	Iteration 29Q: 3 clusters Score -1.063107e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81783 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10631069.000000 Penalty: 5613.338867
	Iteration 30Q: 3 clusters Score -1.063107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -10631083.000000 Penalty: 5613.338867
	Iteration 31Q: 3 clusters Score -1.063108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -10631092.000000 Penalty: 5613.338867
	Iteration 32Q: 3 clusters Score -1.063109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81783 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10631094.000000 Penalty: 5613.338867
	Iteration 33Q: 3 clusters Score -1.063109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81783 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10631103.000000 Penalty: 5613.338867
	Iteration 34Q: 3 clusters Score -1.06311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81783 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10631102.000000 Penalty: 5613.338867
	Iteration 35Q: 3 clusters Score -1.06311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81783 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10631102.000000 Penalty: 5613.338867
	Iteration 36F: 3 clusters Score -1.06311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (58638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58638 members 
Entering Unmasked Estep 
Score: -7784533.500000 Penalty: 2722.826416
	Iteration 0F: 2 clusters Score -7784534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -7745049.000000 Penalty: 5445.652832
	Iteration 0F: 3 clusters Score -7745049 nChanged 27239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -7760768.500000 Penalty: 5445.652832
	Iteration 1F: 3 clusters Score -7760768 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -7761879.000000 Penalty: 5445.652832
	Iteration 2Q: 3 clusters Score -7761879 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -7763273.000000 Penalty: 5445.652832
	Iteration 3F: 3 clusters Score -7763273 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -7765119.500000 Penalty: 5445.652832
	Iteration 4F: 3 clusters Score -7765120 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -7767375.000000 Penalty: 5445.652832
	Iteration 5F: 3 clusters Score -7767375 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -7769925.000000 Penalty: 5445.652832
	Iteration 6F: 3 clusters Score -7769925 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -7772850.500000 Penalty: 5445.652832
	Iteration 7F: 3 clusters Score -7772850 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -7775670.000000 Penalty: 5445.652832
	Iteration 8F: 3 clusters Score -7775670 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -7778118.500000 Penalty: 5445.652832
	Iteration 9Q: 3 clusters Score -7778118 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -7779711.000000 Penalty: 5445.652832
	Iteration 10Q: 3 clusters Score -7779711 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -7780474.000000 Penalty: 5445.652832
	Iteration 11Q: 3 clusters Score -7780474 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -7781039.000000 Penalty: 5445.652832
	Iteration 12Q: 3 clusters Score -7781039 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -7781358.500000 Penalty: 5445.652832
	Iteration 13Q: 3 clusters Score -7781358 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -7781588.000000 Penalty: 5445.652832
	Iteration 14Q: 3 clusters Score -7781588 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 52246 members 
Entering Unmasked Estep 
Score: -7781803.000000 Penalty: 5445.652832
	Iteration 15Q: 3 clusters Score -7781803 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -7781988.500000 Penalty: 5445.652832
	Iteration 16Q: 3 clusters Score -7781988 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -7782121.500000 Penalty: 5445.652832
	Iteration 17Q: 3 clusters Score -7782122 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 53516 members 
Entering Unmasked Estep 
Score: -7782240.000000 Penalty: 5445.652832
	Iteration 18Q: 3 clusters Score -7782240 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -7782345.000000 Penalty: 5445.652832
	Iteration 19Q: 3 clusters Score -7782345 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -7782423.500000 Penalty: 5445.652832
	Iteration 20F: 3 clusters Score -7782424 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -7782514.000000 Penalty: 5445.652832
	Iteration 21Q: 3 clusters Score -7782514 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -7782597.000000 Penalty: 5445.652832
	Iteration 22Q: 3 clusters Score -7782597 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 54980 members 
Entering Unmasked Estep 
Score: -7782692.000000 Penalty: 5445.652832
	Iteration 23Q: 3 clusters Score -7782692 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 55227 members 
Entering Unmasked Estep 
Score: -7782772.000000 Penalty: 5445.652832
	Iteration 24Q: 3 clusters Score -7782772 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -7782810.000000 Penalty: 5445.652832
	Iteration 25Q: 3 clusters Score -7782810 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 55615 members 
Entering Unmasked Estep 
Score: -7782854.500000 Penalty: 5445.652832
	Iteration 26Q: 3 clusters Score -7782854 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -7782912.000000 Penalty: 5445.652832
	Iteration 27Q: 3 clusters Score -7782912 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 55920 members 
Entering Unmasked Estep 
Score: -7782962.000000 Penalty: 5445.652832
	Iteration 28Q: 3 clusters Score -7782962 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 56066 members 
Entering Unmasked Estep 
Score: -7783017.000000 Penalty: 5445.652832
	Iteration 29Q: 3 clusters Score -7783017 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 56218 members 
Entering Unmasked Estep 
Score: -7783078.000000 Penalty: 5445.652832
	Iteration 30Q: 3 clusters Score -7783078 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 56344 members 
Entering Unmasked Estep 
Score: -7783113.000000 Penalty: 5445.652832
	Iteration 31Q: 3 clusters Score -7783113 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -7783167.500000 Penalty: 5445.652832
	Iteration 32Q: 3 clusters Score -7783168 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56529 members 
Entering Unmasked Estep 
Score: -7783199.500000 Penalty: 5445.652832
	Iteration 33Q: 3 clusters Score -7783200 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -7783209.500000 Penalty: 5445.652832
	Iteration 34Q: 3 clusters Score -7783210 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 56666 members 
Entering Unmasked Estep 
Score: -7783220.500000 Penalty: 5445.652832
	Iteration 35Q: 3 clusters Score -7783220 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 56719 members 
Entering Unmasked Estep 
Score: -7783237.000000 Penalty: 5445.652832
	Iteration 36Q: 3 clusters Score -7783237 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -7783250.000000 Penalty: 5445.652832
	Iteration 37Q: 3 clusters Score -7783250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -7783247.500000 Penalty: 5445.652832
	Iteration 38Q: 3 clusters Score -7783248 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 56850 members 
Entering Unmasked Estep 
Score: -7783261.000000 Penalty: 5445.652832
	Iteration 39Q: 3 clusters Score -7783261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -7783249.500000 Penalty: 5445.652832
	Iteration 40F: 3 clusters Score -7783250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -7783251.500000 Penalty: 5445.652832
	Iteration 41Q: 3 clusters Score -7783252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 56913 members 
Entering Unmasked Estep 
Score: -7783254.500000 Penalty: 5445.652832
	Iteration 42Q: 3 clusters Score -7783254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 56931 members 
Entering Unmasked Estep 
Score: -7783257.000000 Penalty: 5445.652832
	Iteration 43Q: 3 clusters Score -7783257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 56942 members 
Entering Unmasked Estep 
Score: -7783256.500000 Penalty: 5445.652832
	Iteration 44Q: 3 clusters Score -7783256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 56951 members 
Entering Unmasked Estep 
Score: -7783257.500000 Penalty: 5445.652832
	Iteration 45Q: 3 clusters Score -7783258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 56963 members 
Entering Unmasked Estep 
Score: -7783267.500000 Penalty: 5445.652832
	Iteration 46Q: 3 clusters Score -7783268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -7783266.500000 Penalty: 5445.652832
	Iteration 47Q: 3 clusters Score -7783266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 56983 members 
Entering Unmasked Estep 
Score: -7783265.500000 Penalty: 5445.652832
	Iteration 48Q: 3 clusters Score -7783266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 56992 members 
Entering Unmasked Estep 
Score: -7783277.000000 Penalty: 5445.652832
	Iteration 49Q: 3 clusters Score -7783277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 57005 members 
Entering Unmasked Estep 
Score: -7783273.500000 Penalty: 5445.652832
	Iteration 50Q: 3 clusters Score -7783274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -7783267.500000 Penalty: 5445.652832
	Iteration 51Q: 3 clusters Score -7783268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -7783262.500000 Penalty: 5445.652832
	Iteration 52Q: 3 clusters Score -7783262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 57042 members 
Entering Unmasked Estep 
Score: -7783275.000000 Penalty: 5445.652832
	Iteration 53Q: 3 clusters Score -7783275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 57050 members 
Entering Unmasked Estep 
Score: -7783268.000000 Penalty: 5445.652832
	Iteration 54Q: 3 clusters Score -7783268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 57059 members 
Entering Unmasked Estep 
Score: -7783271.000000 Penalty: 5445.652832
	Iteration 55Q: 3 clusters Score -7783271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -7783274.500000 Penalty: 5445.652832
	Iteration 56Q: 3 clusters Score -7783274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 57073 members 
Entering Unmasked Estep 
Score: -7783280.500000 Penalty: 5445.652832
	Iteration 57Q: 3 clusters Score -7783280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -7783282.500000 Penalty: 5445.652832
	Iteration 58Q: 3 clusters Score -7783282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 57078 members 
Entering Unmasked Estep 
Score: -7783281.500000 Penalty: 5445.652832
	Iteration 59Q: 3 clusters Score -7783282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -7783277.500000 Penalty: 5445.652832
	Iteration 60F: 3 clusters Score -7783278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 57084 members 
Entering Unmasked Estep 
Score: -7783281.500000 Penalty: 5445.652832
	Iteration 61Q: 3 clusters Score -7783282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 57088 members 
Entering Unmasked Estep 
Score: -7783286.500000 Penalty: 5445.652832
	Iteration 62Q: 3 clusters Score -7783286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 57090 members 
Entering Unmasked Estep 
Score: -7783285.500000 Penalty: 5445.652832
	Iteration 63Q: 3 clusters Score -7783286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -7783286.500000 Penalty: 5445.652832
	Iteration 64Q: 3 clusters Score -7783286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 57093 members 
Entering Unmasked Estep 
Score: -7783276.500000 Penalty: 5445.652832
	Iteration 65Q: 3 clusters Score -7783276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -7783280.500000 Penalty: 5445.652832
	Iteration 66Q: 3 clusters Score -7783280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 57096 members 
Entering Unmasked Estep 
Score: -7783282.000000 Penalty: 5445.652832
	Iteration 67Q: 3 clusters Score -7783282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 57097 members 
Entering Unmasked Estep 
Score: -7783282.000000 Penalty: 5445.652832
	Iteration 68Q: 3 clusters Score -7783282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 57097 members 
Entering Unmasked Estep 
Score: -7783282.000000 Penalty: 5445.652832
	Iteration 69F: 3 clusters Score -7783282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Entering Unmasked Estep 
Score: -702192.750000 Penalty: 2138.055908
	Iteration 0F: 2 clusters Score -702192.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -697364.750000 Penalty: 4276.111816
	Iteration 0F: 3 clusters Score -697364.8 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -698595.812500 Penalty: 4276.111816
	Iteration 1F: 3 clusters Score -698595.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -698975.500000 Penalty: 4276.111816
	Iteration 2F: 3 clusters Score -698975.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -699279.625000 Penalty: 4276.111816
	Iteration 3F: 3 clusters Score -699279.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -699504.687500 Penalty: 4276.111816
	Iteration 4F: 3 clusters Score -699504.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -699687.312500 Penalty: 4276.111816
	Iteration 5Q: 3 clusters Score -699687.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -699860.125000 Penalty: 4276.111816
	Iteration 6Q: 3 clusters Score -699860.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -700031.062500 Penalty: 4276.111816
	Iteration 7Q: 3 clusters Score -700031.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -700165.750000 Penalty: 4276.111816
	Iteration 8Q: 3 clusters Score -700165.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -700262.187500 Penalty: 4276.111816
	Iteration 9Q: 3 clusters Score -700262.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -700341.687500 Penalty: 4276.111816
	Iteration 10Q: 3 clusters Score -700341.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -700399.812500 Penalty: 4276.111816
	Iteration 11Q: 3 clusters Score -700399.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -700440.687500 Penalty: 4276.111816
	Iteration 12Q: 3 clusters Score -700440.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -700474.062500 Penalty: 4276.111816
	Iteration 13Q: 3 clusters Score -700474.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -700494.000000 Penalty: 4276.111816
	Iteration 14Q: 3 clusters Score -700494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -700516.875000 Penalty: 4276.111816
	Iteration 15Q: 3 clusters Score -700516.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -700536.250000 Penalty: 4276.111816
	Iteration 16Q: 3 clusters Score -700536.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -700559.687500 Penalty: 4276.111816
	Iteration 17Q: 3 clusters Score -700559.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -700571.125000 Penalty: 4276.111816
	Iteration 18Q: 3 clusters Score -700571.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -700582.000000 Penalty: 4276.111816
	Iteration 19Q: 3 clusters Score -700582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -700594.562500 Penalty: 4276.111816
	Iteration 20F: 3 clusters Score -700594.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -700603.687500 Penalty: 4276.111816
	Iteration 21Q: 3 clusters Score -700603.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -700611.937500 Penalty: 4276.111816
	Iteration 22Q: 3 clusters Score -700611.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -700619.250000 Penalty: 4276.111816
	Iteration 23Q: 3 clusters Score -700619.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -700622.187500 Penalty: 4276.111816
	Iteration 24Q: 3 clusters Score -700622.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -700633.187500 Penalty: 4276.111816
	Iteration 25Q: 3 clusters Score -700633.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -700637.312500 Penalty: 4276.111816
	Iteration 26Q: 3 clusters Score -700637.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -700639.562500 Penalty: 4276.111816
	Iteration 27Q: 3 clusters Score -700639.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -700643.812500 Penalty: 4276.111816
	Iteration 28Q: 3 clusters Score -700643.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -700645.687500 Penalty: 4276.111816
	Iteration 29Q: 3 clusters Score -700645.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -700651.187500 Penalty: 4276.111816
	Iteration 30Q: 3 clusters Score -700651.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -700653.500000 Penalty: 4276.111816
	Iteration 31Q: 3 clusters Score -700653.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -700655.000000 Penalty: 4276.111816
	Iteration 32Q: 3 clusters Score -700655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -700658.187500 Penalty: 4276.111816
	Iteration 33Q: 3 clusters Score -700658.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -700658.500000 Penalty: 4276.111816
	Iteration 34Q: 3 clusters Score -700658.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -700658.312500 Penalty: 4276.111816
	Iteration 35Q: 3 clusters Score -700658.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -700661.062500 Penalty: 4276.111816
	Iteration 36Q: 3 clusters Score -700661.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -700661.375000 Penalty: 4276.111816
	Iteration 37Q: 3 clusters Score -700661.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -700660.187500 Penalty: 4276.111816
	Iteration 38Q: 3 clusters Score -700660.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -700660.187500 Penalty: 4276.111816
	Iteration 39F: 3 clusters Score -700660.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (168434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168434 members 
Entering Unmasked Estep 
Score: -22541966.000000 Penalty: 2984.506104
	Iteration 0F: 2 clusters Score -2.254197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84063 members 
Mstep: Class 2 contains 84371 members 
Entering Unmasked Estep 
Score: -22430748.000000 Penalty: 5969.012207
	Iteration 0F: 3 clusters Score -2.243075e+07 nChanged 80848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81049 members 
Mstep: Class 2 contains 87385 members 
Entering Unmasked Estep 
Score: -22478350.000000 Penalty: 5969.012207
	Iteration 1F: 3 clusters Score -2.247835e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78611 members 
Mstep: Class 2 contains 89823 members 
Entering Unmasked Estep 
Score: -22479632.000000 Penalty: 5969.012207
	Iteration 2Q: 3 clusters Score -2.247963e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74721 members 
Mstep: Class 2 contains 93713 members 
Entering Unmasked Estep 
Score: -22481348.000000 Penalty: 5969.012207
	Iteration 3Q: 3 clusters Score -2.248135e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68850 members 
Mstep: Class 2 contains 99584 members 
Entering Unmasked Estep 
Score: -22484410.000000 Penalty: 5969.012207
	Iteration 4Q: 3 clusters Score -2.248441e+07 nChanged 9556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60610 members 
Mstep: Class 2 contains 107824 members 
Entering Unmasked Estep 
Score: -22489240.000000 Penalty: 5969.012207
	Iteration 5F: 3 clusters Score -2.248924e+07 nChanged 11568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 118562 members 
Entering Unmasked Estep 
Score: -22496704.000000 Penalty: 5969.012207
	Iteration 6F: 3 clusters Score -2.24967e+07 nChanged 13213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 131303 members 
Entering Unmasked Estep 
Score: -22507430.000000 Penalty: 5969.012207
	Iteration 7F: 3 clusters Score -2.250743e+07 nChanged 13341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 144294 members 
Entering Unmasked Estep 
Score: -22519428.000000 Penalty: 5969.012207
	Iteration 8F: 3 clusters Score -2.251943e+07 nChanged 10886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 155002 members 
Entering Unmasked Estep 
Score: -22529656.000000 Penalty: 5969.012207
	Iteration 9F: 3 clusters Score -2.252966e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 161913 members 
Entering Unmasked Estep 
Score: -22535538.000000 Penalty: 5969.012207
	Iteration 10Q: 3 clusters Score -2.253554e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 165437 members 
Entering Unmasked Estep 
Score: -22537954.000000 Penalty: 5969.012207
	Iteration 11Q: 3 clusters Score -2.253795e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 166944 members 
Entering Unmasked Estep 
Score: -22538958.000000 Penalty: 5969.012207
	Iteration 12Q: 3 clusters Score -2.253896e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 167519 members 
Entering Unmasked Estep 
Score: -22539368.000000 Penalty: 5969.012207
	Iteration 13Q: 3 clusters Score -2.253937e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 167719 members 
Entering Unmasked Estep 
Score: -22539536.000000 Penalty: 5969.012207
	Iteration 14Q: 3 clusters Score -2.253954e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 167801 members 
Entering Unmasked Estep 
Score: -22539598.000000 Penalty: 5969.012207
	Iteration 15Q: 3 clusters Score -2.25396e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 167839 members 
Entering Unmasked Estep 
Score: -22539662.000000 Penalty: 5969.012207
	Iteration 16Q: 3 clusters Score -2.253966e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 167848 members 
Entering Unmasked Estep 
Score: -22539708.000000 Penalty: 5969.012207
	Iteration 17Q: 3 clusters Score -2.253971e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 167848 members 
Entering Unmasked Estep 
Score: -22539734.000000 Penalty: 5969.012207
	Iteration 18Q: 3 clusters Score -2.253973e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 167857 members 
Entering Unmasked Estep 
Score: -22539744.000000 Penalty: 5969.012207
	Iteration 19Q: 3 clusters Score -2.253974e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 167868 members 
Entering Unmasked Estep 
Score: -22539786.000000 Penalty: 5969.012207
	Iteration 20F: 3 clusters Score -2.253979e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 167868 members 
Entering Unmasked Estep 
Score: -22539826.000000 Penalty: 5969.012207
	Iteration 21Q: 3 clusters Score -2.253983e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 167862 members 
Entering Unmasked Estep 
Score: -22539830.000000 Penalty: 5969.012207
	Iteration 22Q: 3 clusters Score -2.253983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 167860 members 
Entering Unmasked Estep 
Score: -22539844.000000 Penalty: 5969.012207
	Iteration 23Q: 3 clusters Score -2.253984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 167863 members 
Entering Unmasked Estep 
Score: -22539862.000000 Penalty: 5969.012207
	Iteration 24Q: 3 clusters Score -2.253986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 167863 members 
Entering Unmasked Estep 
Score: -22539886.000000 Penalty: 5969.012207
	Iteration 25Q: 3 clusters Score -2.253989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 167866 members 
Entering Unmasked Estep 
Score: -22539882.000000 Penalty: 5969.012207
	Iteration 26Q: 3 clusters Score -2.253988e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 167861 members 
Entering Unmasked Estep 
Score: -22539904.000000 Penalty: 5969.012207
	Iteration 27Q: 3 clusters Score -2.25399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 167860 members 
Entering Unmasked Estep 
Score: -22539892.000000 Penalty: 5969.012207
	Iteration 28Q: 3 clusters Score -2.253989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 167862 members 
Entering Unmasked Estep 
Score: -22539900.000000 Penalty: 5969.012207
	Iteration 29Q: 3 clusters Score -2.25399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 167859 members 
Entering Unmasked Estep 
Score: -22539892.000000 Penalty: 5969.012207
	Iteration 30Q: 3 clusters Score -2.253989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 167855 members 
Entering Unmasked Estep 
Score: -22539898.000000 Penalty: 5969.012207
	Iteration 31Q: 3 clusters Score -2.25399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 167853 members 
Entering Unmasked Estep 
Score: -22539906.000000 Penalty: 5969.012207
	Iteration 32Q: 3 clusters Score -2.253991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 167852 members 
Entering Unmasked Estep 
Score: -22539936.000000 Penalty: 5969.012207
	Iteration 33Q: 3 clusters Score -2.253994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 167851 members 
Entering Unmasked Estep 
Score: -22539936.000000 Penalty: 5969.012207
	Iteration 34Q: 3 clusters Score -2.253994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 167853 members 
Entering Unmasked Estep 
Score: -22539948.000000 Penalty: 5969.012207
	Iteration 35Q: 3 clusters Score -2.253995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 167852 members 
Entering Unmasked Estep 
Score: -22539928.000000 Penalty: 5969.012207
	Iteration 36Q: 3 clusters Score -2.253993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 167850 members 
Entering Unmasked Estep 
Score: -22539970.000000 Penalty: 5969.012207
	Iteration 37Q: 3 clusters Score -2.253997e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 167848 members 
Entering Unmasked Estep 
Score: -22539956.000000 Penalty: 5969.012207
	Iteration 38Q: 3 clusters Score -2.253996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 167851 members 
Entering Unmasked Estep 
Score: -22539956.000000 Penalty: 5969.012207
	Iteration 39Q: 3 clusters Score -2.253996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 167851 members 
Entering Unmasked Estep 
Score: -22539968.000000 Penalty: 5969.012207
	Iteration 40F: 3 clusters Score -2.253997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 167850 members 
Entering Unmasked Estep 
Score: -22539970.000000 Penalty: 5969.012207
	Iteration 41Q: 3 clusters Score -2.253997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 167849 members 
Entering Unmasked Estep 
Score: -22539994.000000 Penalty: 5969.012207
	Iteration 42Q: 3 clusters Score -2.253999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 167844 members 
Entering Unmasked Estep 
Score: -22539998.000000 Penalty: 5969.012207
	Iteration 43Q: 3 clusters Score -2.254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 167842 members 
Entering Unmasked Estep 
Score: -22539998.000000 Penalty: 5969.012207
	Iteration 44Q: 3 clusters Score -2.254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 167842 members 
Entering Unmasked Estep 
Score: -22539998.000000 Penalty: 5969.012207
	Iteration 45F: 3 clusters Score -2.254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (70491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70491 members 
Entering Unmasked Estep 
Score: -9757606.000000 Penalty: 2768.483643
	Iteration 0F: 2 clusters Score -9757606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -9710224.000000 Penalty: 5536.967285
	Iteration 0F: 3 clusters Score -9710224 nChanged 32971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -9728757.000000 Penalty: 5536.967285
	Iteration 1F: 3 clusters Score -9728757 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -9729372.000000 Penalty: 5536.967285
	Iteration 2Q: 3 clusters Score -9729372 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -9729941.000000 Penalty: 5536.967285
	Iteration 3Q: 3 clusters Score -9729941 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -9730590.000000 Penalty: 5536.967285
	Iteration 4Q: 3 clusters Score -9730590 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -9731214.000000 Penalty: 5536.967285
	Iteration 5Q: 3 clusters Score -9731214 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -9732227.000000 Penalty: 5536.967285
	Iteration 6Q: 3 clusters Score -9732227 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -9733648.000000 Penalty: 5536.967285
	Iteration 7Q: 3 clusters Score -9733648 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -9736045.000000 Penalty: 5536.967285
	Iteration 8F: 3 clusters Score -9736045 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -9739462.000000 Penalty: 5536.967285
	Iteration 9F: 3 clusters Score -9739462 nChanged 4379
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Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 47774 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -9746335 nChanged 2604
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Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9747578 nChanged 1530
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9748142 nChanged 1099
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Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 50253 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9748584 nChanged 952
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 50997 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9748942 nChanged 935
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Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9749335 nChanged 926
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Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 52470 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9749677 nChanged 843
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Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9749966 nChanged 805
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9750232 nChanged 795
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 54523 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9750490 nChanged 722
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Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 55179 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9750757 nChanged 737
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Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9751046 nChanged 702
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 56576 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9751286 nChanged 661
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 57217 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9751483 nChanged 640
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 57851 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9751662 nChanged 627
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9751826 nChanged 627
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 59097 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9751955 nChanged 581
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Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 59674 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9752164 nChanged 549
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Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 60223 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9752358 nChanged 557
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9752514 nChanged 530
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 61308 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9752621 nChanged 509
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Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 61817 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9752799 nChanged 505
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 62322 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9752964 nChanged 463
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Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 62785 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9753101 nChanged 444
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Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 63227 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9753262 nChanged 417
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Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 63644 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 64075 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9753545 nChanged 400
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 64475 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 64813 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 65125 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 65443 members 
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Mstep: Class 1 contains 4775 members 
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Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 65966 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 66208 members 
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Mstep: Class 1 contains 4037 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3785 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 66927 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 67143 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 67335 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 67489 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 67633 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2732 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2621 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2531 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 2427 members 
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	Iteration 55Q: 3 clusters Score -9754696 nChanged 108
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9754740 nChanged 102
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	Iteration 57Q: 3 clusters Score -9754756 nChanged 86
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	Iteration 58Q: 3 clusters Score -9754781 nChanged 84
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Mstep: Class 1 contains 2053 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9754831 nChanged 85
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9754832 nChanged 74
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Mstep: Class 1 contains 1900 members 
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	Iteration 61Q: 3 clusters Score -9754864 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1835 members 
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	Iteration 62Q: 3 clusters Score -9754896 nChanged 46
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Mstep: Class 1 contains 1789 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9754939 nChanged 46
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9754952 nChanged 43
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Mstep: Class 1 contains 1702 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9754980 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1672 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9754990 nChanged 30
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Mstep: Class 1 contains 1642 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9754988 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1607 members 
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	Iteration 68Q: 3 clusters Score -9754987 nChanged 33
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	Iteration 69Q: 3 clusters Score -9755004 nChanged 30
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	Iteration 70Q: 3 clusters Score -9754997 nChanged 26
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9755005 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9755026 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9755037 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1466 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9755038 nChanged 20
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9755062 nChanged 15
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9755053 nChanged 20
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	Iteration 77Q: 3 clusters Score -9755072 nChanged 16
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	Iteration 78Q: 3 clusters Score -9755080 nChanged 15
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	Iteration 79Q: 3 clusters Score -9755090 nChanged 14
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9755099 nChanged 13
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9755100 nChanged 18
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	Iteration 82Q: 3 clusters Score -9755093 nChanged 21
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9755113 nChanged 24
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Mstep: Class 1 contains 1306 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9755124 nChanged 24
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	Iteration 85Q: 3 clusters Score -9755134 nChanged 22
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	Iteration 86Q: 3 clusters Score -9755132 nChanged 18
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	Iteration 87Q: 3 clusters Score -9755146 nChanged 20
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	Iteration 88Q: 3 clusters Score -9755149 nChanged 23
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	Iteration 89Q: 3 clusters Score -9755182 nChanged 21
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9755185 nChanged 19
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	Iteration 91Q: 3 clusters Score -9755191 nChanged 11
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	Iteration 92Q: 3 clusters Score -9755182 nChanged 9
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	Iteration 93Q: 3 clusters Score -9755191 nChanged 6
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	Iteration 94Q: 3 clusters Score -9755206 nChanged 10
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	Iteration 95Q: 3 clusters Score -9755204 nChanged 20
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	Iteration 96Q: 3 clusters Score -9755215 nChanged 16
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	Iteration 97Q: 3 clusters Score -9755212 nChanged 9
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	Iteration 98Q: 3 clusters Score -9755215 nChanged 8
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	Iteration 99Q: 3 clusters Score -9755222 nChanged 10
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	Iteration 100F: 3 clusters Score -9755221 nChanged 5
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9755213 nChanged 3
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Entering Unmasked Estep 
Score: -9755215.000000 Penalty: 5536.967285
	Iteration 102Q: 3 clusters Score -9755215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 69402 members 
Entering Unmasked Estep 
Score: -9755215.000000 Penalty: 5536.967285
	Iteration 103Q: 3 clusters Score -9755215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 69405 members 
Entering Unmasked Estep 
Score: -9755220.000000 Penalty: 5536.967285
	Iteration 104Q: 3 clusters Score -9755220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 69406 members 
Entering Unmasked Estep 
Score: -9755217.000000 Penalty: 5536.967285
	Iteration 105Q: 3 clusters Score -9755217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 69406 members 
Entering Unmasked Estep 
Score: -9755217.000000 Penalty: 5536.967285
	Iteration 106F: 3 clusters Score -9755217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -30709.619141 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -30709.62 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 162 members 
Entering Unmasked Estep 
Score: -29470.541016 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -29470.54 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29826.238281 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -29826.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -30027.361328 Penalty: 2850.116943
	Iteration 2F: 3 clusters Score -30027.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -30215.060547 Penalty: 2850.116943
	Iteration 3F: 3 clusters Score -30215.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30486.466797 Penalty: 2850.116943
	Iteration 4F: 3 clusters Score -30486.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -30995.431641 Penalty: 2850.116943
	Iteration 5F: 3 clusters Score -30995.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -31279.328125 Penalty: 2850.116943
	Iteration 6Q: 3 clusters Score -31279.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31291.890625 Penalty: 2850.116943
	Iteration 7Q: 3 clusters Score -31291.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -31318.957031 Penalty: 2850.116943
	Iteration 8Q: 3 clusters Score -31318.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -31375.568359 Penalty: 2850.116943
	Iteration 9Q: 3 clusters Score -31375.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -31534.562500 Penalty: 2850.116943
	Iteration 10Q: 3 clusters Score -31534.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -31555.535156 Penalty: 2850.116943
	Iteration 11Q: 3 clusters Score -31555.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -31555.535156 Penalty: 2850.116943
	Iteration 12F: 3 clusters Score -31555.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82225 members 
Mstep: Class 2 contains 58638 members 
Mstep: Class 3 contains 5548 members 
Mstep: Class 4 contains 168434 members 
Mstep: Class 5 contains 70491 members 
Mstep: Class 6 contains 188 members 
Mstep: Class 7 contains 170910 members 
Mstep: Class 8 contains 57647 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 48159 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1884 members 
Mstep: Class 14 contains 966 members 
Mstep: Class 15 contains 142337 members 
Mstep: Class 16 contains 15995 members 
Mstep: Class 17 contains 52080 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 94474 members 
Mstep: Class 21 contains 76771 members 
Mstep: Class 22 contains 157084 members 
Mstep: Class 23 contains 171454 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 125 members 
Entering Unmasked Estep 
Score: -180461600.000000 Penalty: 87655.367188
Splitting cluster 6 changes total score from -180462704.000000 to -180461600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (170910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170910 members 
Entering Unmasked Estep 
Score: -22712400.000000 Penalty: 2988.125244
	Iteration 0F: 2 clusters Score -2.27124e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85324 members 
Mstep: Class 2 contains 85586 members 
Entering Unmasked Estep 
Score: -22600174.000000 Penalty: 5976.250488
	Iteration 0F: 3 clusters Score -2.260017e+07 nChanged 82065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82411 members 
Mstep: Class 2 contains 88499 members 
Entering Unmasked Estep 
Score: -22648670.000000 Penalty: 5976.250488
	Iteration 1F: 3 clusters Score -2.264867e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80799 members 
Mstep: Class 2 contains 90111 members 
Entering Unmasked Estep 
Score: -22650302.000000 Penalty: 5976.250488
	Iteration 2Q: 3 clusters Score -2.26503e+07 nChanged 6204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78517 members 
Mstep: Class 2 contains 92393 members 
Entering Unmasked Estep 
Score: -22652682.000000 Penalty: 5976.250488
	Iteration 3Q: 3 clusters Score -2.265268e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75513 members 
Mstep: Class 2 contains 95397 members 
Entering Unmasked Estep 
Score: -22655906.000000 Penalty: 5976.250488
	Iteration 4Q: 3 clusters Score -2.265591e+07 nChanged 8033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71784 members 
Mstep: Class 2 contains 99126 members 
Entering Unmasked Estep 
Score: -22660284.000000 Penalty: 5976.250488
	Iteration 5Q: 3 clusters Score -2.266028e+07 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67646 members 
Mstep: Class 2 contains 103264 members 
Entering Unmasked Estep 
Score: -22665640.000000 Penalty: 5976.250488
	Iteration 6F: 3 clusters Score -2.266564e+07 nChanged 9604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63654 members 
Mstep: Class 2 contains 107256 members 
Entering Unmasked Estep 
Score: -22672036.000000 Penalty: 5976.250488
	Iteration 7F: 3 clusters Score -2.267204e+07 nChanged 9980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 110440 members 
Entering Unmasked Estep 
Score: -22679134.000000 Penalty: 5976.250488
	Iteration 8F: 3 clusters Score -2.267913e+07 nChanged 9647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 112293 members 
Entering Unmasked Estep 
Score: -22685430.000000 Penalty: 5976.250488
	Iteration 9F: 3 clusters Score -2.268543e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57717 members 
Mstep: Class 2 contains 113193 members 
Entering Unmasked Estep 
Score: -22689432.000000 Penalty: 5976.250488
	Iteration 10Q: 3 clusters Score -2.268943e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 113895 members 
Entering Unmasked Estep 
Score: -22690940.000000 Penalty: 5976.250488
	Iteration 11Q: 3 clusters Score -2.269094e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 114557 members 
Entering Unmasked Estep 
Score: -22691482.000000 Penalty: 5976.250488
	Iteration 12Q: 3 clusters Score -2.269148e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55637 members 
Mstep: Class 2 contains 115273 members 
Entering Unmasked Estep 
Score: -22691730.000000 Penalty: 5976.250488
	Iteration 13Q: 3 clusters Score -2.269173e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54945 members 
Mstep: Class 2 contains 115965 members 
Entering Unmasked Estep 
Score: -22691892.000000 Penalty: 5976.250488
	Iteration 14Q: 3 clusters Score -2.269189e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54204 members 
Mstep: Class 2 contains 116706 members 
Entering Unmasked Estep 
Score: -22692052.000000 Penalty: 5976.250488
	Iteration 15Q: 3 clusters Score -2.269205e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53355 members 
Mstep: Class 2 contains 117555 members 
Entering Unmasked Estep 
Score: -22692190.000000 Penalty: 5976.250488
	Iteration 16Q: 3 clusters Score -2.269219e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 118426 members 
Entering Unmasked Estep 
Score: -22692300.000000 Penalty: 5976.250488
	Iteration 17Q: 3 clusters Score -2.26923e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 119333 members 
Entering Unmasked Estep 
Score: -22692504.000000 Penalty: 5976.250488
	Iteration 18Q: 3 clusters Score -2.26925e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Mstep: Class 2 contains 120332 members 
Entering Unmasked Estep 
Score: -22692666.000000 Penalty: 5976.250488
	Iteration 19Q: 3 clusters Score -2.269267e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49513 members 
Mstep: Class 2 contains 121397 members 
Entering Unmasked Estep 
Score: -22692850.000000 Penalty: 5976.250488
	Iteration 20F: 3 clusters Score -2.269285e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 122519 members 
Entering Unmasked Estep 
Score: -22692988.000000 Penalty: 5976.250488
	Iteration 21Q: 3 clusters Score -2.269299e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 123748 members 
Entering Unmasked Estep 
Score: -22693210.000000 Penalty: 5976.250488
	Iteration 22Q: 3 clusters Score -2.269321e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 125073 members 
Entering Unmasked Estep 
Score: -22693446.000000 Penalty: 5976.250488
	Iteration 23Q: 3 clusters Score -2.269345e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 126501 members 
Entering Unmasked Estep 
Score: -22693700.000000 Penalty: 5976.250488
	Iteration 24Q: 3 clusters Score -2.26937e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 128005 members 
Entering Unmasked Estep 
Score: -22694044.000000 Penalty: 5976.250488
	Iteration 25Q: 3 clusters Score -2.269404e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 129616 members 
Entering Unmasked Estep 
Score: -22694376.000000 Penalty: 5976.250488
	Iteration 26Q: 3 clusters Score -2.269438e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 131359 members 
Entering Unmasked Estep 
Score: -22694790.000000 Penalty: 5976.250488
	Iteration 27Q: 3 clusters Score -2.269479e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 133156 members 
Entering Unmasked Estep 
Score: -22695194.000000 Penalty: 5976.250488
	Iteration 28Q: 3 clusters Score -2.269519e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 135109 members 
Entering Unmasked Estep 
Score: -22695682.000000 Penalty: 5976.250488
	Iteration 29Q: 3 clusters Score -2.269568e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 137198 members 
Entering Unmasked Estep 
Score: -22696214.000000 Penalty: 5976.250488
	Iteration 30Q: 3 clusters Score -2.269621e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 139407 members 
Entering Unmasked Estep 
Score: -22696844.000000 Penalty: 5976.250488
	Iteration 31Q: 3 clusters Score -2.269684e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 141845 members 
Entering Unmasked Estep 
Score: -22697658.000000 Penalty: 5976.250488
	Iteration 32Q: 3 clusters Score -2.269766e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 144356 members 
Entering Unmasked Estep 
Score: -22698608.000000 Penalty: 5976.250488
	Iteration 33Q: 3 clusters Score -2.269861e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 146975 members 
Entering Unmasked Estep 
Score: -22699726.000000 Penalty: 5976.250488
	Iteration 34Q: 3 clusters Score -2.269973e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 149666 members 
Entering Unmasked Estep 
Score: -22700810.000000 Penalty: 5976.250488
	Iteration 35Q: 3 clusters Score -2.270081e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 152470 members 
Entering Unmasked Estep 
Score: -22701892.000000 Penalty: 5976.250488
	Iteration 36Q: 3 clusters Score -2.270189e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 155281 members 
Entering Unmasked Estep 
Score: -22703054.000000 Penalty: 5976.250488
	Iteration 37Q: 3 clusters Score -2.270305e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 158073 members 
Entering Unmasked Estep 
Score: -22704422.000000 Penalty: 5976.250488
	Iteration 38Q: 3 clusters Score -2.270442e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 160590 members 
Entering Unmasked Estep 
Score: -22705620.000000 Penalty: 5976.250488
	Iteration 39Q: 3 clusters Score -2.270562e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 162868 members 
Entering Unmasked Estep 
Score: -22706646.000000 Penalty: 5976.250488
	Iteration 40F: 3 clusters Score -2.270665e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 164745 members 
Entering Unmasked Estep 
Score: -22707628.000000 Penalty: 5976.250488
	Iteration 41Q: 3 clusters Score -2.270763e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 166222 members 
Entering Unmasked Estep 
Score: -22708332.000000 Penalty: 5976.250488
	Iteration 42Q: 3 clusters Score -2.270833e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 167372 members 
Entering Unmasked Estep 
Score: -22708810.000000 Penalty: 5976.250488
	Iteration 43Q: 3 clusters Score -2.270881e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 168210 members 
Entering Unmasked Estep 
Score: -22709148.000000 Penalty: 5976.250488
	Iteration 44Q: 3 clusters Score -2.270915e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 168852 members 
Entering Unmasked Estep 
Score: -22709418.000000 Penalty: 5976.250488
	Iteration 45Q: 3 clusters Score -2.270942e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 169272 members 
Entering Unmasked Estep 
Score: -22709580.000000 Penalty: 5976.250488
	Iteration 46Q: 3 clusters Score -2.270958e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 169555 members 
Entering Unmasked Estep 
Score: -22709702.000000 Penalty: 5976.250488
	Iteration 47Q: 3 clusters Score -2.27097e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 169750 members 
Entering Unmasked Estep 
Score: -22709758.000000 Penalty: 5976.250488
	Iteration 48Q: 3 clusters Score -2.270976e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 169892 members 
Entering Unmasked Estep 
Score: -22709812.000000 Penalty: 5976.250488
	Iteration 49Q: 3 clusters Score -2.270981e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 169988 members 
Entering Unmasked Estep 
Score: -22709894.000000 Penalty: 5976.250488
	Iteration 50Q: 3 clusters Score -2.270989e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 170060 members 
Entering Unmasked Estep 
Score: -22709910.000000 Penalty: 5976.250488
	Iteration 51Q: 3 clusters Score -2.270991e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 170102 members 
Entering Unmasked Estep 
Score: -22709914.000000 Penalty: 5976.250488
	Iteration 52Q: 3 clusters Score -2.270991e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 170137 members 
Entering Unmasked Estep 
Score: -22709912.000000 Penalty: 5976.250488
	Iteration 53Q: 3 clusters Score -2.270991e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 170167 members 
Entering Unmasked Estep 
Score: -22709918.000000 Penalty: 5976.250488
	Iteration 54Q: 3 clusters Score -2.270992e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 170190 members 
Entering Unmasked Estep 
Score: -22709942.000000 Penalty: 5976.250488
	Iteration 55Q: 3 clusters Score -2.270994e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 170211 members 
Entering Unmasked Estep 
Score: -22709968.000000 Penalty: 5976.250488
	Iteration 56Q: 3 clusters Score -2.270997e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 170222 members 
Entering Unmasked Estep 
Score: -22709978.000000 Penalty: 5976.250488
	Iteration 57Q: 3 clusters Score -2.270998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 170232 members 
Entering Unmasked Estep 
Score: -22709980.000000 Penalty: 5976.250488
	Iteration 58Q: 3 clusters Score -2.270998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 170246 members 
Entering Unmasked Estep 
Score: -22709980.000000 Penalty: 5976.250488
	Iteration 59Q: 3 clusters Score -2.270998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 170259 members 
Entering Unmasked Estep 
Score: -22709992.000000 Penalty: 5976.250488
	Iteration 60F: 3 clusters Score -2.270999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 170263 members 
Entering Unmasked Estep 
Score: -22709976.000000 Penalty: 5976.250488
	Iteration 61Q: 3 clusters Score -2.270998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 170267 members 
Entering Unmasked Estep 
Score: -22709996.000000 Penalty: 5976.250488
	Iteration 62Q: 3 clusters Score -2.271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 170271 members 
Entering Unmasked Estep 
Score: -22709996.000000 Penalty: 5976.250488
	Iteration 63Q: 3 clusters Score -2.271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 170276 members 
Entering Unmasked Estep 
Score: -22709980.000000 Penalty: 5976.250488
	Iteration 64Q: 3 clusters Score -2.270998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 170281 members 
Entering Unmasked Estep 
Score: -22709998.000000 Penalty: 5976.250488
	Iteration 65Q: 3 clusters Score -2.271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 170287 members 
Entering Unmasked Estep 
Score: -22710012.000000 Penalty: 5976.250488
	Iteration 66Q: 3 clusters Score -2.271001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 170295 members 
Entering Unmasked Estep 
Score: -22710004.000000 Penalty: 5976.250488
	Iteration 67Q: 3 clusters Score -2.271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 170300 members 
Entering Unmasked Estep 
Score: -22710012.000000 Penalty: 5976.250488
	Iteration 68Q: 3 clusters Score -2.271001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 170307 members 
Entering Unmasked Estep 
Score: -22710016.000000 Penalty: 5976.250488
	Iteration 69Q: 3 clusters Score -2.271002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 170311 members 
Entering Unmasked Estep 
Score: -22710012.000000 Penalty: 5976.250488
	Iteration 70Q: 3 clusters Score -2.271001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 170314 members 
Entering Unmasked Estep 
Score: -22710028.000000 Penalty: 5976.250488
	Iteration 71Q: 3 clusters Score -2.271003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 170319 members 
Entering Unmasked Estep 
Score: -22710028.000000 Penalty: 5976.250488
	Iteration 72Q: 3 clusters Score -2.271003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 170323 members 
Entering Unmasked Estep 
Score: -22710032.000000 Penalty: 5976.250488
	Iteration 73Q: 3 clusters Score -2.271003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 170329 members 
Entering Unmasked Estep 
Score: -22710032.000000 Penalty: 5976.250488
	Iteration 74Q: 3 clusters Score -2.271003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 170337 members 
Entering Unmasked Estep 
Score: -22710032.000000 Penalty: 5976.250488
	Iteration 75Q: 3 clusters Score -2.271003e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 170344 members 
Entering Unmasked Estep 
Score: -22710056.000000 Penalty: 5976.250488
	Iteration 76Q: 3 clusters Score -2.271006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 170350 members 
Entering Unmasked Estep 
Score: -22710040.000000 Penalty: 5976.250488
	Iteration 77Q: 3 clusters Score -2.271004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 170353 members 
Entering Unmasked Estep 
Score: -22710046.000000 Penalty: 5976.250488
	Iteration 78Q: 3 clusters Score -2.271005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 170354 members 
Entering Unmasked Estep 
Score: -22710044.000000 Penalty: 5976.250488
	Iteration 79Q: 3 clusters Score -2.271004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 170359 members 
Entering Unmasked Estep 
Score: -22710060.000000 Penalty: 5976.250488
	Iteration 80F: 3 clusters Score -2.271006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 170364 members 
Entering Unmasked Estep 
Score: -22710052.000000 Penalty: 5976.250488
	Iteration 81Q: 3 clusters Score -2.271005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 170366 members 
Entering Unmasked Estep 
Score: -22710054.000000 Penalty: 5976.250488
	Iteration 82Q: 3 clusters Score -2.271005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 170370 members 
Entering Unmasked Estep 
Score: -22710058.000000 Penalty: 5976.250488
	Iteration 83Q: 3 clusters Score -2.271006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 170370 members 
Entering Unmasked Estep 
Score: -22710064.000000 Penalty: 5976.250488
	Iteration 84Q: 3 clusters Score -2.271006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 170370 members 
Entering Unmasked Estep 
Score: -22710070.000000 Penalty: 5976.250488
	Iteration 85Q: 3 clusters Score -2.271007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 170371 members 
Entering Unmasked Estep 
Score: -22710062.000000 Penalty: 5976.250488
	Iteration 86Q: 3 clusters Score -2.271006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 170372 members 
Entering Unmasked Estep 
Score: -22710064.000000 Penalty: 5976.250488
	Iteration 87Q: 3 clusters Score -2.271006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 170373 members 
Entering Unmasked Estep 
Score: -22710058.000000 Penalty: 5976.250488
	Iteration 88Q: 3 clusters Score -2.271006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 170374 members 
Entering Unmasked Estep 
Score: -22710060.000000 Penalty: 5976.250488
	Iteration 89Q: 3 clusters Score -2.271006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 170373 members 
Entering Unmasked Estep 
Score: -22710066.000000 Penalty: 5976.250488
	Iteration 90Q: 3 clusters Score -2.271007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 170372 members 
Entering Unmasked Estep 
Score: -22710064.000000 Penalty: 5976.250488
	Iteration 91Q: 3 clusters Score -2.271006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 170372 members 
Entering Unmasked Estep 
Score: -22710064.000000 Penalty: 5976.250488
	Iteration 92F: 3 clusters Score -2.271006e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (57647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57647 members 
Entering Unmasked Estep 
Score: -7742280.000000 Penalty: 2718.599121
	Iteration 0F: 2 clusters Score -7742280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -7703601.000000 Penalty: 5437.198242
	Iteration 0F: 3 clusters Score -7703601 nChanged 26707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -7718262.000000 Penalty: 5437.198242
	Iteration 1F: 3 clusters Score -7718262 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -7718819.000000 Penalty: 5437.198242
	Iteration 2Q: 3 clusters Score -7718819 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -7719288.000000 Penalty: 5437.198242
	Iteration 3Q: 3 clusters Score -7719288 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -7719820.500000 Penalty: 5437.198242
	Iteration 4Q: 3 clusters Score -7719820 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -7720395.500000 Penalty: 5437.198242
	Iteration 5Q: 3 clusters Score -7720396 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -7721213.000000 Penalty: 5437.198242
	Iteration 6Q: 3 clusters Score -7721213 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -7722637.500000 Penalty: 5437.198242
	Iteration 7Q: 3 clusters Score -7722638 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -7724626.000000 Penalty: 5437.198242
	Iteration 8F: 3 clusters Score -7724626 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -7727390.000000 Penalty: 5437.198242
	Iteration 9F: 3 clusters Score -7727390 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -7730708.000000 Penalty: 5437.198242
	Iteration 10F: 3 clusters Score -7730708 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50421 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -7734068.000000 Penalty: 5437.198242
	Iteration 11F: 3 clusters Score -7734068 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -7736650.500000 Penalty: 5437.198242
	Iteration 12F: 3 clusters Score -7736650 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -7738136.000000 Penalty: 5437.198242
	Iteration 13Q: 3 clusters Score -7738136 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56164 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7738979.000000 Penalty: 5437.198242
	Iteration 14Q: 3 clusters Score -7738979 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56624 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7739386.500000 Penalty: 5437.198242
	Iteration 15Q: 3 clusters Score -7739386 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56862 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7739602.500000 Penalty: 5437.198242
	Iteration 16Q: 3 clusters Score -7739602 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56981 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7739689.500000 Penalty: 5437.198242
	Iteration 17Q: 3 clusters Score -7739690 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57056 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7739745.500000 Penalty: 5437.198242
	Iteration 18Q: 3 clusters Score -7739746 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57105 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7739788.000000 Penalty: 5437.198242
	Iteration 19Q: 3 clusters Score -7739788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57131 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7739835.500000 Penalty: 5437.198242
	Iteration 20F: 3 clusters Score -7739836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57149 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7739860.500000 Penalty: 5437.198242
	Iteration 21Q: 3 clusters Score -7739860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57164 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7739888.500000 Penalty: 5437.198242
	Iteration 22Q: 3 clusters Score -7739888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7739915.000000 Penalty: 5437.198242
	Iteration 23Q: 3 clusters Score -7739915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57200 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7739925.500000 Penalty: 5437.198242
	Iteration 24Q: 3 clusters Score -7739926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57200 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7739939.000000 Penalty: 5437.198242
	Iteration 25Q: 3 clusters Score -7739939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57211 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7739942.000000 Penalty: 5437.198242
	Iteration 26Q: 3 clusters Score -7739942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57215 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7739953.000000 Penalty: 5437.198242
	Iteration 27Q: 3 clusters Score -7739953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57222 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7739973.500000 Penalty: 5437.198242
	Iteration 28Q: 3 clusters Score -7739974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57224 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7739976.000000 Penalty: 5437.198242
	Iteration 29Q: 3 clusters Score -7739976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57228 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7739987.000000 Penalty: 5437.198242
	Iteration 30Q: 3 clusters Score -7739987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57232 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7739988.000000 Penalty: 5437.198242
	Iteration 31Q: 3 clusters Score -7739988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57237 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7739991.000000 Penalty: 5437.198242
	Iteration 32Q: 3 clusters Score -7739991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57242 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7740002.000000 Penalty: 5437.198242
	Iteration 33Q: 3 clusters Score -7740002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7740007.500000 Penalty: 5437.198242
	Iteration 34Q: 3 clusters Score -7740008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57251 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7740008.000000 Penalty: 5437.198242
	Iteration 35Q: 3 clusters Score -7740008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57251 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7740006.500000 Penalty: 5437.198242
	Iteration 36Q: 3 clusters Score -7740006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57251 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7740006.000000 Penalty: 5437.198242
	Iteration 37Q: 3 clusters Score -7740006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57251 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7740008.000000 Penalty: 5437.198242
	Iteration 38Q: 3 clusters Score -7740008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57252 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7740009.000000 Penalty: 5437.198242
	Iteration 39Q: 3 clusters Score -7740009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57251 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7740008.500000 Penalty: 5437.198242
	Iteration 40F: 3 clusters Score -7740008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57250 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7740011.000000 Penalty: 5437.198242
	Iteration 41Q: 3 clusters Score -7740011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57250 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7740011.000000 Penalty: 5437.198242
	Iteration 42F: 3 clusters Score -7740011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Entering Unmasked Estep 
Score: -348118.281250 Penalty: 1956.027710
	Iteration 0F: 2 clusters Score -348118.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -345104.750000 Penalty: 3912.055420
	Iteration 0F: 3 clusters Score -345104.8 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -346468.625000 Penalty: 3912.055420
	Iteration 1F: 3 clusters Score -346468.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -349924.125000 Penalty: 3912.055420
	Iteration 2F: 3 clusters Score -349924.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -351231.000000 Penalty: 3912.055420
	Iteration 3F: 3 clusters Score -351231 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -351588.562500 Penalty: 3912.055420
	Iteration 4F: 3 clusters Score -351588.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -351672.875000 Penalty: 3912.055420
	Iteration 5Q: 3 clusters Score -351672.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -351696.937500 Penalty: 3912.055420
	Iteration 6Q: 3 clusters Score -351696.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -351719.906250 Penalty: 3912.055420
	Iteration 7Q: 3 clusters Score -351719.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -351729.093750 Penalty: 3912.055420
	Iteration 8Q: 3 clusters Score -351729.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -351732.812500 Penalty: 3912.055420
	Iteration 9Q: 3 clusters Score -351732.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -351733.281250 Penalty: 3912.055420
	Iteration 10Q: 3 clusters Score -351733.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -351733.281250 Penalty: 3912.055420
	Iteration 11F: 3 clusters Score -351733.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82225 members 
Mstep: Class 2 contains 58638 members 
Mstep: Class 3 contains 5548 members 
Mstep: Class 4 contains 168434 members 
Mstep: Class 5 contains 70491 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 170910 members 
Mstep: Class 8 contains 57647 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 48159 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1884 members 
Mstep: Class 14 contains 966 members 
Mstep: Class 15 contains 142337 members 
Mstep: Class 16 contains 15995 members 
Mstep: Class 17 contains 52080 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 94474 members 
Mstep: Class 21 contains 76771 members 
Mstep: Class 22 contains 157084 members 
Mstep: Class 23 contains 171454 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 249 members 
Entering Unmasked Estep 
Score: -180461216.000000 Penalty: 87655.367188
Splitting cluster 9 changes total score from -180462704.000000 to -180461216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -63801.066406 Penalty: 1556.607544
	Iteration 0F: 2 clusters Score -63801.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62244.679688 Penalty: 3113.215088
	Iteration 0F: 3 clusters Score -62244.68 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -62782.972656 Penalty: 3113.215088
	Iteration 1F: 3 clusters Score -62782.97 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -62955.546875 Penalty: 3113.215088
	Iteration 2F: 3 clusters Score -62955.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -63033.964844 Penalty: 3113.215088
	Iteration 3F: 3 clusters Score -63033.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -63088.308594 Penalty: 3113.215088
	Iteration 4Q: 3 clusters Score -63088.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -63138.984375 Penalty: 3113.215088
	Iteration 5Q: 3 clusters Score -63138.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -63161.136719 Penalty: 3113.215088
	Iteration 6Q: 3 clusters Score -63161.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -63178.789062 Penalty: 3113.215088
	Iteration 7Q: 3 clusters Score -63178.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -63189.062500 Penalty: 3113.215088
	Iteration 8Q: 3 clusters Score -63189.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -63207.460938 Penalty: 3113.215088
	Iteration 9Q: 3 clusters Score -63207.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -63230.500000 Penalty: 3113.215088
	Iteration 10Q: 3 clusters Score -63230.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -63236.386719 Penalty: 3113.215088
	Iteration 11Q: 3 clusters Score -63236.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -63236.386719 Penalty: 3113.215088
	Iteration 12F: 3 clusters Score -63236.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Entering Unmasked Estep 
Score: -6411177.500000 Penalty: 2674.001465
	Iteration 0F: 2 clusters Score -6411178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -6378840.000000 Penalty: 5348.002930
	Iteration 0F: 3 clusters Score -6378840 nChanged 22163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -6391178.000000 Penalty: 5348.002930
	Iteration 1F: 3 clusters Score -6391178 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -6391701.000000 Penalty: 5348.002930
	Iteration 2Q: 3 clusters Score -6391701 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -6392091.500000 Penalty: 5348.002930
	Iteration 3Q: 3 clusters Score -6392092 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -6392667.500000 Penalty: 5348.002930
	Iteration 4Q: 3 clusters Score -6392668 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -6393330.500000 Penalty: 5348.002930
	Iteration 5Q: 3 clusters Score -6393330 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -6394284.500000 Penalty: 5348.002930
	Iteration 6Q: 3 clusters Score -6394284 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -6395372.500000 Penalty: 5348.002930
	Iteration 7Q: 3 clusters Score -6395372 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -6396890.000000 Penalty: 5348.002930
	Iteration 8F: 3 clusters Score -6396890 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -6398822.000000 Penalty: 5348.002930
	Iteration 9F: 3 clusters Score -6398822 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -6401067.500000 Penalty: 5348.002930
	Iteration 10F: 3 clusters Score -6401068 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -6402929.000000 Penalty: 5348.002930
	Iteration 11F: 3 clusters Score -6402929 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -6404031.000000 Penalty: 5348.002930
	Iteration 12Q: 3 clusters Score -6404031 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -6404649.000000 Penalty: 5348.002930
	Iteration 13Q: 3 clusters Score -6404649 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -6405059.000000 Penalty: 5348.002930
	Iteration 14Q: 3 clusters Score -6405059 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -6405353.500000 Penalty: 5348.002930
	Iteration 15Q: 3 clusters Score -6405354 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -6405627.500000 Penalty: 5348.002930
	Iteration 16Q: 3 clusters Score -6405628 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -6405779.500000 Penalty: 5348.002930
	Iteration 17Q: 3 clusters Score -6405780 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -6406000.500000 Penalty: 5348.002930
	Iteration 18Q: 3 clusters Score -6406000 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -6406116.000000 Penalty: 5348.002930
	Iteration 19Q: 3 clusters Score -6406116 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -6406225.000000 Penalty: 5348.002930
	Iteration 20F: 3 clusters Score -6406225 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -6406354.500000 Penalty: 5348.002930
	Iteration 21Q: 3 clusters Score -6406354 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -6406464.500000 Penalty: 5348.002930
	Iteration 22Q: 3 clusters Score -6406464 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -6406544.000000 Penalty: 5348.002930
	Iteration 23Q: 3 clusters Score -6406544 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -6406617.000000 Penalty: 5348.002930
	Iteration 24Q: 3 clusters Score -6406617 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -6406751.000000 Penalty: 5348.002930
	Iteration 25Q: 3 clusters Score -6406751 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -6406873.500000 Penalty: 5348.002930
	Iteration 26Q: 3 clusters Score -6406874 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -6406998.000000 Penalty: 5348.002930
	Iteration 27Q: 3 clusters Score -6406998 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -6407101.000000 Penalty: 5348.002930
	Iteration 28Q: 3 clusters Score -6407101 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -6407199.000000 Penalty: 5348.002930
	Iteration 29Q: 3 clusters Score -6407199 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -6407302.000000 Penalty: 5348.002930
	Iteration 30Q: 3 clusters Score -6407302 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -6407410.000000 Penalty: 5348.002930
	Iteration 31Q: 3 clusters Score -6407410 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -6407517.000000 Penalty: 5348.002930
	Iteration 32Q: 3 clusters Score -6407517 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -6407609.000000 Penalty: 5348.002930
	Iteration 33Q: 3 clusters Score -6407609 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -6407698.500000 Penalty: 5348.002930
	Iteration 34Q: 3 clusters Score -6407698 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -6407810.000000 Penalty: 5348.002930
	Iteration 35Q: 3 clusters Score -6407810 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -6407894.500000 Penalty: 5348.002930
	Iteration 36Q: 3 clusters Score -6407894 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -6408007.500000 Penalty: 5348.002930
	Iteration 37Q: 3 clusters Score -6408008 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -6408089.000000 Penalty: 5348.002930
	Iteration 38Q: 3 clusters Score -6408089 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -6408173.500000 Penalty: 5348.002930
	Iteration 39Q: 3 clusters Score -6408174 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -6408265.500000 Penalty: 5348.002930
	Iteration 40F: 3 clusters Score -6408266 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -6408374.000000 Penalty: 5348.002930
	Iteration 41Q: 3 clusters Score -6408374 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -6408475.000000 Penalty: 5348.002930
	Iteration 42Q: 3 clusters Score -6408475 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -6408562.000000 Penalty: 5348.002930
	Iteration 43Q: 3 clusters Score -6408562 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -6408639.000000 Penalty: 5348.002930
	Iteration 44Q: 3 clusters Score -6408639 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -6408720.500000 Penalty: 5348.002930
	Iteration 45Q: 3 clusters Score -6408720 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -6408798.000000 Penalty: 5348.002930
	Iteration 46Q: 3 clusters Score -6408798 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -6408869.500000 Penalty: 5348.002930
	Iteration 47Q: 3 clusters Score -6408870 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -6408917.000000 Penalty: 5348.002930
	Iteration 48Q: 3 clusters Score -6408917 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -6408974.000000 Penalty: 5348.002930
	Iteration 49Q: 3 clusters Score -6408974 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -6409066.000000 Penalty: 5348.002930
	Iteration 50Q: 3 clusters Score -6409066 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -6409105.500000 Penalty: 5348.002930
	Iteration 51Q: 3 clusters Score -6409106 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 45086 members 
Entering Unmasked Estep 
Score: -6409166.500000 Penalty: 5348.002930
	Iteration 52Q: 3 clusters Score -6409166 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -6409200.500000 Penalty: 5348.002930
	Iteration 53Q: 3 clusters Score -6409200 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -6409225.500000 Penalty: 5348.002930
	Iteration 54Q: 3 clusters Score -6409226 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -6409264.000000 Penalty: 5348.002930
	Iteration 55Q: 3 clusters Score -6409264 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -6409293.000000 Penalty: 5348.002930
	Iteration 56Q: 3 clusters Score -6409293 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -6409318.500000 Penalty: 5348.002930
	Iteration 57Q: 3 clusters Score -6409318 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -6409337.000000 Penalty: 5348.002930
	Iteration 58Q: 3 clusters Score -6409337 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -6409334.500000 Penalty: 5348.002930
	Iteration 59Q: 3 clusters Score -6409334 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -6409353.500000 Penalty: 5348.002930
	Iteration 60F: 3 clusters Score -6409354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -6409353.500000 Penalty: 5348.002930
	Iteration 61Q: 3 clusters Score -6409354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -6409365.500000 Penalty: 5348.002930
	Iteration 62Q: 3 clusters Score -6409366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -6409380.000000 Penalty: 5348.002930
	Iteration 63Q: 3 clusters Score -6409380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -6409389.500000 Penalty: 5348.002930
	Iteration 64Q: 3 clusters Score -6409390 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -6409403.500000 Penalty: 5348.002930
	Iteration 65Q: 3 clusters Score -6409404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -6409404.500000 Penalty: 5348.002930
	Iteration 66Q: 3 clusters Score -6409404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -6409418.000000 Penalty: 5348.002930
	Iteration 67Q: 3 clusters Score -6409418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -6409424.000000 Penalty: 5348.002930
	Iteration 68Q: 3 clusters Score -6409424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -6409429.000000 Penalty: 5348.002930
	Iteration 69Q: 3 clusters Score -6409429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -6409427.000000 Penalty: 5348.002930
	Iteration 70Q: 3 clusters Score -6409427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -6409427.000000 Penalty: 5348.002930
	Iteration 71Q: 3 clusters Score -6409427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -6409438.000000 Penalty: 5348.002930
	Iteration 72Q: 3 clusters Score -6409438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -6409435.000000 Penalty: 5348.002930
	Iteration 73Q: 3 clusters Score -6409435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -6409435.000000 Penalty: 5348.002930
	Iteration 74Q: 3 clusters Score -6409435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -6409439.500000 Penalty: 5348.002930
	Iteration 75Q: 3 clusters Score -6409440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -6409439.500000 Penalty: 5348.002930
	Iteration 76Q: 3 clusters Score -6409440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -6409434.000000 Penalty: 5348.002930
	Iteration 77Q: 3 clusters Score -6409434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -6409435.000000 Penalty: 5348.002930
	Iteration 78Q: 3 clusters Score -6409435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -6409440.500000 Penalty: 5348.002930
	Iteration 79Q: 3 clusters Score -6409440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -6409436.000000 Penalty: 5348.002930
	Iteration 80F: 3 clusters Score -6409436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -103364.484375 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -103364.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -101558.453125 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -101558.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -101996.085938 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -101996.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -102198.890625 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -102198.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -102268.179688 Penalty: 3343.297607
	Iteration 3Q: 3 clusters Score -102268.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -102358.296875 Penalty: 3343.297607
	Iteration 4Q: 3 clusters Score -102358.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -102488.757812 Penalty: 3343.297607
	Iteration 5Q: 3 clusters Score -102488.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -102871.976562 Penalty: 3343.297607
	Iteration 6Q: 3 clusters Score -102872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -103101.687500 Penalty: 3343.297607
	Iteration 7F: 3 clusters Score -103101.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -103268.148438 Penalty: 3343.297607
	Iteration 8F: 3 clusters Score -103268.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -103394.218750 Penalty: 3343.297607
	Iteration 9Q: 3 clusters Score -103394.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -103447.296875 Penalty: 3343.297607
	Iteration 10Q: 3 clusters Score -103447.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -103480.328125 Penalty: 3343.297607
	Iteration 11Q: 3 clusters Score -103480.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -103499.804688 Penalty: 3343.297607
	Iteration 12Q: 3 clusters Score -103499.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -103512.859375 Penalty: 3343.297607
	Iteration 13Q: 3 clusters Score -103512.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -103530.234375 Penalty: 3343.297607
	Iteration 14Q: 3 clusters Score -103530.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -103542.500000 Penalty: 3343.297607
	Iteration 15Q: 3 clusters Score -103542.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -103566.328125 Penalty: 3343.297607
	Iteration 16Q: 3 clusters Score -103566.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -103577.859375 Penalty: 3343.297607
	Iteration 17Q: 3 clusters Score -103577.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -103592.500000 Penalty: 3343.297607
	Iteration 18Q: 3 clusters Score -103592.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -103603.234375 Penalty: 3343.297607
	Iteration 19Q: 3 clusters Score -103603.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -103618.804688 Penalty: 3343.297607
	Iteration 20F: 3 clusters Score -103618.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -103623.851562 Penalty: 3343.297607
	Iteration 21Q: 3 clusters Score -103623.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -103634.039062 Penalty: 3343.297607
	Iteration 22Q: 3 clusters Score -103634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -103648.085938 Penalty: 3343.297607
	Iteration 23Q: 3 clusters Score -103648.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -103658.117188 Penalty: 3343.297607
	Iteration 24Q: 3 clusters Score -103658.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -103679.265625 Penalty: 3343.297607
	Iteration 25Q: 3 clusters Score -103679.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -103747.835938 Penalty: 3343.297607
	Iteration 26Q: 3 clusters Score -103747.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -103862.726562 Penalty: 3343.297607
	Iteration 27Q: 3 clusters Score -103862.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -103862.726562 Penalty: 3343.297607
	Iteration 28F: 3 clusters Score -103862.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82225 members 
Mstep: Class 2 contains 58638 members 
Mstep: Class 3 contains 5548 members 
Mstep: Class 4 contains 168434 members 
Mstep: Class 5 contains 70491 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 170910 members 
Mstep: Class 8 contains 57647 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 48159 members 
Mstep: Class 12 contains 189 members 
Mstep: Class 13 contains 1884 members 
Mstep: Class 14 contains 966 members 
Mstep: Class 15 contains 142337 members 
Mstep: Class 16 contains 15995 members 
Mstep: Class 17 contains 52080 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 94474 members 
Mstep: Class 21 contains 76771 members 
Mstep: Class 22 contains 157084 members 
Mstep: Class 23 contains 171454 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 657 members 
Entering Unmasked Estep 
Score: -180461504.000000 Penalty: 87655.367188
Splitting cluster 12 changes total score from -180462704.000000 to -180461504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Entering Unmasked Estep 
Score: -247580.718750 Penalty: 1870.205811
	Iteration 0F: 2 clusters Score -247580.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -245093.703125 Penalty: 3740.411621
	Iteration 0F: 3 clusters Score -245093.7 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -245637.062500 Penalty: 3740.411621
	Iteration 1F: 3 clusters Score -245637.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -245900.843750 Penalty: 3740.411621
	Iteration 2F: 3 clusters Score -245900.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -246094.265625 Penalty: 3740.411621
	Iteration 3F: 3 clusters Score -246094.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -246278.390625 Penalty: 3740.411621
	Iteration 4F: 3 clusters Score -246278.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -246432.656250 Penalty: 3740.411621
	Iteration 5F: 3 clusters Score -246432.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -246551.093750 Penalty: 3740.411621
	Iteration 6Q: 3 clusters Score -246551.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -246660.437500 Penalty: 3740.411621
	Iteration 7Q: 3 clusters Score -246660.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -246720.640625 Penalty: 3740.411621
	Iteration 8Q: 3 clusters Score -246720.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -246753.750000 Penalty: 3740.411621
	Iteration 9Q: 3 clusters Score -246753.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -246769.234375 Penalty: 3740.411621
	Iteration 10Q: 3 clusters Score -246769.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -246785.937500 Penalty: 3740.411621
	Iteration 11Q: 3 clusters Score -246785.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -246806.843750 Penalty: 3740.411621
	Iteration 12Q: 3 clusters Score -246806.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -246814.171875 Penalty: 3740.411621
	Iteration 13Q: 3 clusters Score -246814.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -246817.296875 Penalty: 3740.411621
	Iteration 14Q: 3 clusters Score -246817.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -246819.375000 Penalty: 3740.411621
	Iteration 15Q: 3 clusters Score -246819.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -246819.375000 Penalty: 3740.411621
	Iteration 16F: 3 clusters Score -246819.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Entering Unmasked Estep 
Score: -118067.515625 Penalty: 1704.544556
	Iteration 0F: 2 clusters Score -118067.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -116271.890625 Penalty: 3409.089111
	Iteration 0F: 3 clusters Score -116271.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -116755.000000 Penalty: 3409.089111
	Iteration 1F: 3 clusters Score -116755 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -116957.539062 Penalty: 3409.089111
	Iteration 2F: 3 clusters Score -116957.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -117091.734375 Penalty: 3409.089111
	Iteration 3F: 3 clusters Score -117091.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -117210.929688 Penalty: 3409.089111
	Iteration 4Q: 3 clusters Score -117210.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -117341.367188 Penalty: 3409.089111
	Iteration 5Q: 3 clusters Score -117341.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -117506.171875 Penalty: 3409.089111
	Iteration 6Q: 3 clusters Score -117506.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -117824.375000 Penalty: 3409.089111
	Iteration 7Q: 3 clusters Score -117824.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -117896.234375 Penalty: 3409.089111
	Iteration 8Q: 3 clusters Score -117896.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -117961.203125 Penalty: 3409.089111
	Iteration 9Q: 3 clusters Score -117961.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -118010.367188 Penalty: 3409.089111
	Iteration 10Q: 3 clusters Score -118010.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -118059.234375 Penalty: 3409.089111
	Iteration 11Q: 3 clusters Score -118059.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -118108.617188 Penalty: 3409.089111
	Iteration 12Q: 3 clusters Score -118108.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -118157.453125 Penalty: 3409.089111
	Iteration 13Q: 3 clusters Score -118157.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -118179.484375 Penalty: 3409.089111
	Iteration 14Q: 3 clusters Score -118179.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -118185.007812 Penalty: 3409.089111
	Iteration 15Q: 3 clusters Score -118185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -118188.179688 Penalty: 3409.089111
	Iteration 16Q: 3 clusters Score -118188.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -118194.093750 Penalty: 3409.089111
	Iteration 17Q: 3 clusters Score -118194.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -118203.765625 Penalty: 3409.089111
	Iteration 18F: 3 clusters Score -118203.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -118219.117188 Penalty: 3409.089111
	Iteration 19Q: 3 clusters Score -118219.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -118225.023438 Penalty: 3409.089111
	Iteration 20F: 3 clusters Score -118225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -118230.289062 Penalty: 3409.089111
	Iteration 21Q: 3 clusters Score -118230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -118233.476562 Penalty: 3409.089111
	Iteration 22Q: 3 clusters Score -118233.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -118235.781250 Penalty: 3409.089111
	Iteration 23Q: 3 clusters Score -118235.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -118239.671875 Penalty: 3409.089111
	Iteration 24Q: 3 clusters Score -118239.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -118241.585938 Penalty: 3409.089111
	Iteration 25Q: 3 clusters Score -118241.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -118255.007812 Penalty: 3409.089111
	Iteration 26Q: 3 clusters Score -118255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -118258.421875 Penalty: 3409.089111
	Iteration 27Q: 3 clusters Score -118258.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -118268.539062 Penalty: 3409.089111
	Iteration 28Q: 3 clusters Score -118268.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -118284.742188 Penalty: 3409.089111
	Iteration 29Q: 3 clusters Score -118284.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -118303.664062 Penalty: 3409.089111
	Iteration 30Q: 3 clusters Score -118303.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -118329.601562 Penalty: 3409.089111
	Iteration 31Q: 3 clusters Score -118329.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -118353.664062 Penalty: 3409.089111
	Iteration 32Q: 3 clusters Score -118353.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -118435.289062 Penalty: 3409.089111
	Iteration 33Q: 3 clusters Score -118435.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -118477.921875 Penalty: 3409.089111
	Iteration 34Q: 3 clusters Score -118477.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -118489.476562 Penalty: 3409.089111
	Iteration 35Q: 3 clusters Score -118489.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -118494.859375 Penalty: 3409.089111
	Iteration 36Q: 3 clusters Score -118494.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -118504.851562 Penalty: 3409.089111
	Iteration 37Q: 3 clusters Score -118504.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -118514.906250 Penalty: 3409.089111
	Iteration 38Q: 3 clusters Score -118514.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -118516.179688 Penalty: 3409.089111
	Iteration 39F: 3 clusters Score -118516.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -118531.039062 Penalty: 3409.089111
	Iteration 40F: 3 clusters Score -118531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -118536.523438 Penalty: 3409.089111
	Iteration 41Q: 3 clusters Score -118536.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -118538.593750 Penalty: 3409.089111
	Iteration 42Q: 3 clusters Score -118538.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -118539.960938 Penalty: 3409.089111
	Iteration 43Q: 3 clusters Score -118540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -118539.960938 Penalty: 3409.089111
	Iteration 44F: 3 clusters Score -118540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82225 members 
Mstep: Class 2 contains 58638 members 
Mstep: Class 3 contains 5548 members 
Mstep: Class 4 contains 168434 members 
Mstep: Class 5 contains 70491 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 170910 members 
Mstep: Class 8 contains 57647 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 48159 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1884 members 
Mstep: Class 14 contains 394 members 
Mstep: Class 15 contains 142337 members 
Mstep: Class 16 contains 15995 members 
Mstep: Class 17 contains 52080 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 94474 members 
Mstep: Class 21 contains 76771 members 
Mstep: Class 22 contains 157084 members 
Mstep: Class 23 contains 171454 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 572 members 
Entering Unmasked Estep 
Score: -180461152.000000 Penalty: 87655.367188
Splitting cluster 14 changes total score from -180462704.000000 to -180461152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (142337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142337 members 
Entering Unmasked Estep 
Score: -18854854.000000 Penalty: 2942.756104
	Iteration 0F: 2 clusters Score -1.885485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71261 members 
Mstep: Class 2 contains 71076 members 
Entering Unmasked Estep 
Score: -18759866.000000 Penalty: 5885.512207
	Iteration 0F: 3 clusters Score -1.875987e+07 nChanged 68002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71163 members 
Mstep: Class 2 contains 71174 members 
Entering Unmasked Estep 
Score: -18798792.000000 Penalty: 5885.512207
	Iteration 1F: 3 clusters Score -1.879879e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71209 members 
Mstep: Class 2 contains 71128 members 
Entering Unmasked Estep 
Score: -18799362.000000 Penalty: 5885.512207
	Iteration 2Q: 3 clusters Score -1.879936e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71395 members 
Mstep: Class 2 contains 70942 members 
Entering Unmasked Estep 
Score: -18799870.000000 Penalty: 5885.512207
	Iteration 3Q: 3 clusters Score -1.879987e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71729 members 
Mstep: Class 2 contains 70608 members 
Entering Unmasked Estep 
Score: -18800416.000000 Penalty: 5885.512207
	Iteration 4Q: 3 clusters Score -1.880042e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72233 members 
Mstep: Class 2 contains 70104 members 
Entering Unmasked Estep 
Score: -18801088.000000 Penalty: 5885.512207
	Iteration 5Q: 3 clusters Score -1.880109e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73047 members 
Mstep: Class 2 contains 69290 members 
Entering Unmasked Estep 
Score: -18801662.000000 Penalty: 5885.512207
	Iteration 6Q: 3 clusters Score -1.880166e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74321 members 
Mstep: Class 2 contains 68016 members 
Entering Unmasked Estep 
Score: -18802444.000000 Penalty: 5885.512207
	Iteration 7Q: 3 clusters Score -1.880244e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76184 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -18803362.000000 Penalty: 5885.512207
	Iteration 8Q: 3 clusters Score -1.880336e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78810 members 
Mstep: Class 2 contains 63527 members 
Entering Unmasked Estep 
Score: -18804840.000000 Penalty: 5885.512207
	Iteration 9Q: 3 clusters Score -1.880484e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82454 members 
Mstep: Class 2 contains 59883 members 
Entering Unmasked Estep 
Score: -18807178.000000 Penalty: 5885.512207
	Iteration 10Q: 3 clusters Score -1.880718e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87245 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -18811342.000000 Penalty: 5885.512207
	Iteration 11Q: 3 clusters Score -1.881134e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92969 members 
Mstep: Class 2 contains 49368 members 
Entering Unmasked Estep 
Score: -18817562.000000 Penalty: 5885.512207
	Iteration 12F: 3 clusters Score -1.881756e+07 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98412 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -18824590.000000 Penalty: 5885.512207
	Iteration 13F: 3 clusters Score -1.882459e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102525 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -18830088.000000 Penalty: 5885.512207
	Iteration 14F: 3 clusters Score -1.883009e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105474 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -18833026.000000 Penalty: 5885.512207
	Iteration 15Q: 3 clusters Score -1.883303e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108037 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -18834804.000000 Penalty: 5885.512207
	Iteration 16Q: 3 clusters Score -1.88348e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110464 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -18836034.000000 Penalty: 5885.512207
	Iteration 17Q: 3 clusters Score -1.883603e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112840 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -18837168.000000 Penalty: 5885.512207
	Iteration 18Q: 3 clusters Score -1.883717e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115297 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -18838220.000000 Penalty: 5885.512207
	Iteration 19Q: 3 clusters Score -1.883822e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117724 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -18839346.000000 Penalty: 5885.512207
	Iteration 20F: 3 clusters Score -1.883935e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120130 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -18840540.000000 Penalty: 5885.512207
	Iteration 21Q: 3 clusters Score -1.884054e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122480 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -18841564.000000 Penalty: 5885.512207
	Iteration 22Q: 3 clusters Score -1.884156e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124801 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -18842640.000000 Penalty: 5885.512207
	Iteration 23Q: 3 clusters Score -1.884264e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127006 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -18843750.000000 Penalty: 5885.512207
	Iteration 24Q: 3 clusters Score -1.884375e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129159 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -18844814.000000 Penalty: 5885.512207
	Iteration 25Q: 3 clusters Score -1.884481e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131108 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -18845876.000000 Penalty: 5885.512207
	Iteration 26Q: 3 clusters Score -1.884588e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132922 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -18846810.000000 Penalty: 5885.512207
	Iteration 27Q: 3 clusters Score -1.884681e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134548 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -18847812.000000 Penalty: 5885.512207
	Iteration 28Q: 3 clusters Score -1.884781e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135992 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -18848698.000000 Penalty: 5885.512207
	Iteration 29Q: 3 clusters Score -1.88487e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137204 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -18849400.000000 Penalty: 5885.512207
	Iteration 30Q: 3 clusters Score -1.88494e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138225 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -18850048.000000 Penalty: 5885.512207
	Iteration 31Q: 3 clusters Score -1.885005e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139056 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -18850532.000000 Penalty: 5885.512207
	Iteration 32Q: 3 clusters Score -1.885053e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139699 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -18850994.000000 Penalty: 5885.512207
	Iteration 33Q: 3 clusters Score -1.885099e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140168 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -18851242.000000 Penalty: 5885.512207
	Iteration 34Q: 3 clusters Score -1.885124e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140531 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -18851414.000000 Penalty: 5885.512207
	Iteration 35Q: 3 clusters Score -1.885141e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140817 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -18851600.000000 Penalty: 5885.512207
	Iteration 36Q: 3 clusters Score -1.88516e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141008 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -18851750.000000 Penalty: 5885.512207
	Iteration 37Q: 3 clusters Score -1.885175e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141151 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -18851844.000000 Penalty: 5885.512207
	Iteration 38Q: 3 clusters Score -1.885184e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141265 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -18851952.000000 Penalty: 5885.512207
	Iteration 39Q: 3 clusters Score -1.885195e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141361 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -18852040.000000 Penalty: 5885.512207
	Iteration 40F: 3 clusters Score -1.885204e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141431 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -18852094.000000 Penalty: 5885.512207
	Iteration 41Q: 3 clusters Score -1.885209e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141483 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -18852142.000000 Penalty: 5885.512207
	Iteration 42Q: 3 clusters Score -1.885214e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141525 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -18852164.000000 Penalty: 5885.512207
	Iteration 43Q: 3 clusters Score -1.885216e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141559 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -18852186.000000 Penalty: 5885.512207
	Iteration 44Q: 3 clusters Score -1.885219e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141587 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -18852214.000000 Penalty: 5885.512207
	Iteration 45Q: 3 clusters Score -1.885221e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141603 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -18852226.000000 Penalty: 5885.512207
	Iteration 46Q: 3 clusters Score -1.885223e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141614 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -18852216.000000 Penalty: 5885.512207
	Iteration 47Q: 3 clusters Score -1.885222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141622 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -18852224.000000 Penalty: 5885.512207
	Iteration 48Q: 3 clusters Score -1.885222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141630 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -18852204.000000 Penalty: 5885.512207
	Iteration 49Q: 3 clusters Score -1.88522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141638 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -18852210.000000 Penalty: 5885.512207
	Iteration 50Q: 3 clusters Score -1.885221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141648 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -18852214.000000 Penalty: 5885.512207
	Iteration 51Q: 3 clusters Score -1.885221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141656 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -18852232.000000 Penalty: 5885.512207
	Iteration 52Q: 3 clusters Score -1.885223e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141670 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -18852244.000000 Penalty: 5885.512207
	Iteration 53Q: 3 clusters Score -1.885224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141677 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -18852244.000000 Penalty: 5885.512207
	Iteration 54Q: 3 clusters Score -1.885224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141683 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -18852256.000000 Penalty: 5885.512207
	Iteration 55Q: 3 clusters Score -1.885226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141686 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -18852260.000000 Penalty: 5885.512207
	Iteration 56Q: 3 clusters Score -1.885226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141690 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -18852268.000000 Penalty: 5885.512207
	Iteration 57Q: 3 clusters Score -1.885227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141696 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -18852276.000000 Penalty: 5885.512207
	Iteration 58Q: 3 clusters Score -1.885228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141700 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -18852272.000000 Penalty: 5885.512207
	Iteration 59Q: 3 clusters Score -1.885227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141704 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -18852278.000000 Penalty: 5885.512207
	Iteration 60F: 3 clusters Score -1.885228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141708 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -18852290.000000 Penalty: 5885.512207
	Iteration 61Q: 3 clusters Score -1.885229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141713 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -18852286.000000 Penalty: 5885.512207
	Iteration 62Q: 3 clusters Score -1.885229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141719 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -18852292.000000 Penalty: 5885.512207
	Iteration 63Q: 3 clusters Score -1.885229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141723 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -18852288.000000 Penalty: 5885.512207
	Iteration 64Q: 3 clusters Score -1.885229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141724 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -18852282.000000 Penalty: 5885.512207
	Iteration 65Q: 3 clusters Score -1.885228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141725 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -18852288.000000 Penalty: 5885.512207
	Iteration 66Q: 3 clusters Score -1.885229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141728 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -18852288.000000 Penalty: 5885.512207
	Iteration 67Q: 3 clusters Score -1.885229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141728 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -18852294.000000 Penalty: 5885.512207
	Iteration 68Q: 3 clusters Score -1.885229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141729 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -18852302.000000 Penalty: 5885.512207
	Iteration 69Q: 3 clusters Score -1.88523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141730 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -18852302.000000 Penalty: 5885.512207
	Iteration 70Q: 3 clusters Score -1.88523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141731 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -18852300.000000 Penalty: 5885.512207
	Iteration 71Q: 3 clusters Score -1.88523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141733 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -18852300.000000 Penalty: 5885.512207
	Iteration 72Q: 3 clusters Score -1.88523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141736 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -18852310.000000 Penalty: 5885.512207
	Iteration 73Q: 3 clusters Score -1.885231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141737 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -18852294.000000 Penalty: 5885.512207
	Iteration 74Q: 3 clusters Score -1.885229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141740 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -18852298.000000 Penalty: 5885.512207
	Iteration 75Q: 3 clusters Score -1.88523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141741 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -18852300.000000 Penalty: 5885.512207
	Iteration 76Q: 3 clusters Score -1.88523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141742 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -18852304.000000 Penalty: 5885.512207
	Iteration 77Q: 3 clusters Score -1.88523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141743 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -18852302.000000 Penalty: 5885.512207
	Iteration 78Q: 3 clusters Score -1.88523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141743 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -18852302.000000 Penalty: 5885.512207
	Iteration 79F: 3 clusters Score -1.88523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Entering Unmasked Estep 
Score: -2120242.500000 Penalty: 2400.647949
	Iteration 0F: 2 clusters Score -2120242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2108767.250000 Penalty: 4801.295898
	Iteration 0F: 3 clusters Score -2108767 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2112364.250000 Penalty: 4801.295898
	Iteration 1F: 3 clusters Score -2112364 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2112970.500000 Penalty: 4801.295898
	Iteration 2F: 3 clusters Score -2112970 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2113859.500000 Penalty: 4801.295898
	Iteration 3F: 3 clusters Score -2113860 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2114807.000000 Penalty: 4801.295898
	Iteration 4F: 3 clusters Score -2114807 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2115807.750000 Penalty: 4801.295898
	Iteration 5F: 3 clusters Score -2115808 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2116801.000000 Penalty: 4801.295898
	Iteration 6F: 3 clusters Score -2116801 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2117622.500000 Penalty: 4801.295898
	Iteration 7F: 3 clusters Score -2117622 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2118256.500000 Penalty: 4801.295898
	Iteration 8F: 3 clusters Score -2118256 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2118703.750000 Penalty: 4801.295898
	Iteration 9Q: 3 clusters Score -2118704 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2119015.500000 Penalty: 4801.295898
	Iteration 10Q: 3 clusters Score -2119016 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2119184.000000 Penalty: 4801.295898
	Iteration 11Q: 3 clusters Score -2119184 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2119262.000000 Penalty: 4801.295898
	Iteration 12Q: 3 clusters Score -2119262 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2119299.750000 Penalty: 4801.295898
	Iteration 13Q: 3 clusters Score -2119300 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2119326.000000 Penalty: 4801.295898
	Iteration 14Q: 3 clusters Score -2119326 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2119346.250000 Penalty: 4801.295898
	Iteration 15Q: 3 clusters Score -2119346 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2119353.000000 Penalty: 4801.295898
	Iteration 16Q: 3 clusters Score -2119353 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2119367.500000 Penalty: 4801.295898
	Iteration 17Q: 3 clusters Score -2119368 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2119385.000000 Penalty: 4801.295898
	Iteration 18Q: 3 clusters Score -2119385 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2119390.750000 Penalty: 4801.295898
	Iteration 19Q: 3 clusters Score -2119391 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2119410.250000 Penalty: 4801.295898
	Iteration 20F: 3 clusters Score -2119410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2119417.500000 Penalty: 4801.295898
	Iteration 21Q: 3 clusters Score -2119418 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2119432.250000 Penalty: 4801.295898
	Iteration 22Q: 3 clusters Score -2119432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2119448.500000 Penalty: 4801.295898
	Iteration 23Q: 3 clusters Score -2119448 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2119457.000000 Penalty: 4801.295898
	Iteration 24Q: 3 clusters Score -2119457 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2119476.000000 Penalty: 4801.295898
	Iteration 25Q: 3 clusters Score -2119476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2119479.750000 Penalty: 4801.295898
	Iteration 26Q: 3 clusters Score -2119480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2119478.500000 Penalty: 4801.295898
	Iteration 27Q: 3 clusters Score -2119478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2119485.250000 Penalty: 4801.295898
	Iteration 28Q: 3 clusters Score -2119485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2119483.250000 Penalty: 4801.295898
	Iteration 29Q: 3 clusters Score -2119483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2119492.500000 Penalty: 4801.295898
	Iteration 30Q: 3 clusters Score -2119492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2119491.750000 Penalty: 4801.295898
	Iteration 31Q: 3 clusters Score -2119492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2119492.000000 Penalty: 4801.295898
	Iteration 32Q: 3 clusters Score -2119492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2119495.000000 Penalty: 4801.295898
	Iteration 33Q: 3 clusters Score -2119495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2119500.250000 Penalty: 4801.295898
	Iteration 34Q: 3 clusters Score -2119500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2119507.500000 Penalty: 4801.295898
	Iteration 35Q: 3 clusters Score -2119508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2119508.000000 Penalty: 4801.295898
	Iteration 36Q: 3 clusters Score -2119508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2119505.500000 Penalty: 4801.295898
	Iteration 37Q: 3 clusters Score -2119506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2119510.500000 Penalty: 4801.295898
	Iteration 38Q: 3 clusters Score -2119510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2119516.250000 Penalty: 4801.295898
	Iteration 39Q: 3 clusters Score -2119516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2119517.000000 Penalty: 4801.295898
	Iteration 40F: 3 clusters Score -2119517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2119514.750000 Penalty: 4801.295898
	Iteration 41Q: 3 clusters Score -2119515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2119513.250000 Penalty: 4801.295898
	Iteration 42Q: 3 clusters Score -2119513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2119513.000000 Penalty: 4801.295898
	Iteration 43Q: 3 clusters Score -2119513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2119512.750000 Penalty: 4801.295898
	Iteration 44Q: 3 clusters Score -2119513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2119513.000000 Penalty: 4801.295898
	Iteration 45Q: 3 clusters Score -2119513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2119515.250000 Penalty: 4801.295898
	Iteration 46Q: 3 clusters Score -2119515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2119517.000000 Penalty: 4801.295898
	Iteration 47Q: 3 clusters Score -2119517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2119516.750000 Penalty: 4801.295898
	Iteration 48Q: 3 clusters Score -2119517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2119515.750000 Penalty: 4801.295898
	Iteration 49Q: 3 clusters Score -2119516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2119519.500000 Penalty: 4801.295898
	Iteration 50Q: 3 clusters Score -2119520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2119519.000000 Penalty: 4801.295898
	Iteration 51Q: 3 clusters Score -2119519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2119520.000000 Penalty: 4801.295898
	Iteration 52Q: 3 clusters Score -2119520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2119519.250000 Penalty: 4801.295898
	Iteration 53Q: 3 clusters Score -2119519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2119522.250000 Penalty: 4801.295898
	Iteration 54Q: 3 clusters Score -2119522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2119521.000000 Penalty: 4801.295898
	Iteration 55Q: 3 clusters Score -2119521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2119522.250000 Penalty: 4801.295898
	Iteration 56Q: 3 clusters Score -2119522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2119519.250000 Penalty: 4801.295898
	Iteration 57Q: 3 clusters Score -2119519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2119519.250000 Penalty: 4801.295898
	Iteration 58Q: 3 clusters Score -2119519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2119520.250000 Penalty: 4801.295898
	Iteration 59Q: 3 clusters Score -2119520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2119522.000000 Penalty: 4801.295898
	Iteration 60F: 3 clusters Score -2119522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2119528.000000 Penalty: 4801.295898
	Iteration 61Q: 3 clusters Score -2119528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2119528.000000 Penalty: 4801.295898
	Iteration 62Q: 3 clusters Score -2119528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2119529.250000 Penalty: 4801.295898
	Iteration 63Q: 3 clusters Score -2119529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2119525.500000 Penalty: 4801.295898
	Iteration 64Q: 3 clusters Score -2119526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2119531.000000 Penalty: 4801.295898
	Iteration 65Q: 3 clusters Score -2119531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2119532.500000 Penalty: 4801.295898
	Iteration 66Q: 3 clusters Score -2119532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2119531.500000 Penalty: 4801.295898
	Iteration 67Q: 3 clusters Score -2119532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2119529.250000 Penalty: 4801.295898
	Iteration 68Q: 3 clusters Score -2119529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2119532.750000 Penalty: 4801.295898
	Iteration 69Q: 3 clusters Score -2119533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2119528.750000 Penalty: 4801.295898
	Iteration 70Q: 3 clusters Score -2119529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2119528.000000 Penalty: 4801.295898
	Iteration 71Q: 3 clusters Score -2119528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2119532.000000 Penalty: 4801.295898
	Iteration 72Q: 3 clusters Score -2119532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2119532.250000 Penalty: 4801.295898
	Iteration 73Q: 3 clusters Score -2119532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2119534.500000 Penalty: 4801.295898
	Iteration 74Q: 3 clusters Score -2119534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2119537.000000 Penalty: 4801.295898
	Iteration 75Q: 3 clusters Score -2119537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2119536.750000 Penalty: 4801.295898
	Iteration 76Q: 3 clusters Score -2119537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2119538.250000 Penalty: 4801.295898
	Iteration 77Q: 3 clusters Score -2119538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2119545.000000 Penalty: 4801.295898
	Iteration 78Q: 3 clusters Score -2119545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2119538.000000 Penalty: 4801.295898
	Iteration 79Q: 3 clusters Score -2119538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2119540.000000 Penalty: 4801.295898
	Iteration 80F: 3 clusters Score -2119540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2119538.750000 Penalty: 4801.295898
	Iteration 81Q: 3 clusters Score -2119539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2119540.750000 Penalty: 4801.295898
	Iteration 82Q: 3 clusters Score -2119541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2119545.000000 Penalty: 4801.295898
	Iteration 83Q: 3 clusters Score -2119545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2119544.750000 Penalty: 4801.295898
	Iteration 84Q: 3 clusters Score -2119545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2119544.500000 Penalty: 4801.295898
	Iteration 85Q: 3 clusters Score -2119544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2119547.250000 Penalty: 4801.295898
	Iteration 86Q: 3 clusters Score -2119547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2119544.750000 Penalty: 4801.295898
	Iteration 87Q: 3 clusters Score -2119545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2119544.250000 Penalty: 4801.295898
	Iteration 88Q: 3 clusters Score -2119544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2119545.250000 Penalty: 4801.295898
	Iteration 89Q: 3 clusters Score -2119545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2119549.000000 Penalty: 4801.295898
	Iteration 90Q: 3 clusters Score -2119549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2119547.750000 Penalty: 4801.295898
	Iteration 91Q: 3 clusters Score -2119548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2119547.000000 Penalty: 4801.295898
	Iteration 92Q: 3 clusters Score -2119547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2119546.500000 Penalty: 4801.295898
	Iteration 93Q: 3 clusters Score -2119546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2119547.000000 Penalty: 4801.295898
	Iteration 94Q: 3 clusters Score -2119547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2119548.750000 Penalty: 4801.295898
	Iteration 95Q: 3 clusters Score -2119549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2119550.750000 Penalty: 4801.295898
	Iteration 96Q: 3 clusters Score -2119551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2119551.500000 Penalty: 4801.295898
	Iteration 97Q: 3 clusters Score -2119552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2119547.250000 Penalty: 4801.295898
	Iteration 98Q: 3 clusters Score -2119547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2119547.500000 Penalty: 4801.295898
	Iteration 99Q: 3 clusters Score -2119548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2119550.000000 Penalty: 4801.295898
	Iteration 100F: 3 clusters Score -2119550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2119549.000000 Penalty: 4801.295898
	Iteration 101Q: 3 clusters Score -2119549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2119551.500000 Penalty: 4801.295898
	Iteration 102Q: 3 clusters Score -2119552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2119550.250000 Penalty: 4801.295898
	Iteration 103Q: 3 clusters Score -2119550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2119559.500000 Penalty: 4801.295898
	Iteration 104Q: 3 clusters Score -2119560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2119566.250000 Penalty: 4801.295898
	Iteration 105Q: 3 clusters Score -2119566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2119562.750000 Penalty: 4801.295898
	Iteration 106Q: 3 clusters Score -2119563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2119566.750000 Penalty: 4801.295898
	Iteration 107Q: 3 clusters Score -2119567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2119567.500000 Penalty: 4801.295898
	Iteration 108Q: 3 clusters Score -2119568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2119569.000000 Penalty: 4801.295898
	Iteration 109Q: 3 clusters Score -2119569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2119567.250000 Penalty: 4801.295898
	Iteration 110Q: 3 clusters Score -2119567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2119569.750000 Penalty: 4801.295898
	Iteration 111Q: 3 clusters Score -2119570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2119570.000000 Penalty: 4801.295898
	Iteration 112Q: 3 clusters Score -2119570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2119570.500000 Penalty: 4801.295898
	Iteration 113Q: 3 clusters Score -2119570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2119569.500000 Penalty: 4801.295898
	Iteration 114Q: 3 clusters Score -2119570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2119570.000000 Penalty: 4801.295898
	Iteration 115Q: 3 clusters Score -2119570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2119572.750000 Penalty: 4801.295898
	Iteration 116Q: 3 clusters Score -2119573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2119572.000000 Penalty: 4801.295898
	Iteration 117Q: 3 clusters Score -2119572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2119574.250000 Penalty: 4801.295898
	Iteration 118Q: 3 clusters Score -2119574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2119574.500000 Penalty: 4801.295898
	Iteration 119Q: 3 clusters Score -2119574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2119575.750000 Penalty: 4801.295898
	Iteration 120F: 3 clusters Score -2119576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2119574.000000 Penalty: 4801.295898
	Iteration 121Q: 3 clusters Score -2119574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -2119572.250000 Penalty: 4801.295898
	Iteration 122Q: 3 clusters Score -2119572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2119572.750000 Penalty: 4801.295898
	Iteration 123Q: 3 clusters Score -2119573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2119572.750000 Penalty: 4801.295898
	Iteration 124F: 3 clusters Score -2119573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Entering Unmasked Estep 
Score: -6956579.500000 Penalty: 2693.413086
	Iteration 0F: 2 clusters Score -6956580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -6921488.000000 Penalty: 5386.826172
	Iteration 0F: 3 clusters Score -6921488 nChanged 24194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -6934761.000000 Penalty: 5386.826172
	Iteration 1F: 3 clusters Score -6934761 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -6935317.500000 Penalty: 5386.826172
	Iteration 2Q: 3 clusters Score -6935318 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -6935914.500000 Penalty: 5386.826172
	Iteration 3Q: 3 clusters Score -6935914 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -6936605.500000 Penalty: 5386.826172
	Iteration 4Q: 3 clusters Score -6936606 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -6937647.500000 Penalty: 5386.826172
	Iteration 5Q: 3 clusters Score -6937648 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -6938845.000000 Penalty: 5386.826172
	Iteration 6Q: 3 clusters Score -6938845 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -6940318.000000 Penalty: 5386.826172
	Iteration 7F: 3 clusters Score -6940318 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -6942091.500000 Penalty: 5386.826172
	Iteration 8F: 3 clusters Score -6942092 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -6944049.500000 Penalty: 5386.826172
	Iteration 9F: 3 clusters Score -6944050 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -6946239.500000 Penalty: 5386.826172
	Iteration 10F: 3 clusters Score -6946240 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -6948019.000000 Penalty: 5386.826172
	Iteration 11F: 3 clusters Score -6948019 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -6949091.500000 Penalty: 5386.826172
	Iteration 12Q: 3 clusters Score -6949092 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -6949663.000000 Penalty: 5386.826172
	Iteration 13Q: 3 clusters Score -6949663 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -6950084.000000 Penalty: 5386.826172
	Iteration 14Q: 3 clusters Score -6950084 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -6950389.500000 Penalty: 5386.826172
	Iteration 15Q: 3 clusters Score -6950390 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -6950670.000000 Penalty: 5386.826172
	Iteration 16Q: 3 clusters Score -6950670 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -6950937.000000 Penalty: 5386.826172
	Iteration 17Q: 3 clusters Score -6950937 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -6951139.500000 Penalty: 5386.826172
	Iteration 18Q: 3 clusters Score -6951140 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -6951296.500000 Penalty: 5386.826172
	Iteration 19Q: 3 clusters Score -6951296 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -6951471.000000 Penalty: 5386.826172
	Iteration 20F: 3 clusters Score -6951471 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -6951703.500000 Penalty: 5386.826172
	Iteration 21Q: 3 clusters Score -6951704 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -6951889.000000 Penalty: 5386.826172
	Iteration 22Q: 3 clusters Score -6951889 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -6952064.000000 Penalty: 5386.826172
	Iteration 23Q: 3 clusters Score -6952064 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -6952216.500000 Penalty: 5386.826172
	Iteration 24Q: 3 clusters Score -6952216 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -6952362.500000 Penalty: 5386.826172
	Iteration 25Q: 3 clusters Score -6952362 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -6952510.500000 Penalty: 5386.826172
	Iteration 26Q: 3 clusters Score -6952510 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -6952669.000000 Penalty: 5386.826172
	Iteration 27Q: 3 clusters Score -6952669 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -6952828.000000 Penalty: 5386.826172
	Iteration 28Q: 3 clusters Score -6952828 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -6952954.000000 Penalty: 5386.826172
	Iteration 29Q: 3 clusters Score -6952954 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -6953105.500000 Penalty: 5386.826172
	Iteration 30Q: 3 clusters Score -6953106 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -6953269.500000 Penalty: 5386.826172
	Iteration 31Q: 3 clusters Score -6953270 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -6953360.500000 Penalty: 5386.826172
	Iteration 32Q: 3 clusters Score -6953360 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -6953494.500000 Penalty: 5386.826172
	Iteration 33Q: 3 clusters Score -6953494 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -6953599.000000 Penalty: 5386.826172
	Iteration 34Q: 3 clusters Score -6953599 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -6953711.000000 Penalty: 5386.826172
	Iteration 35Q: 3 clusters Score -6953711 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -6953806.000000 Penalty: 5386.826172
	Iteration 36Q: 3 clusters Score -6953806 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -6953910.500000 Penalty: 5386.826172
	Iteration 37Q: 3 clusters Score -6953910 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -6953996.000000 Penalty: 5386.826172
	Iteration 38Q: 3 clusters Score -6953996 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -6954052.000000 Penalty: 5386.826172
	Iteration 39Q: 3 clusters Score -6954052 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -6954112.000000 Penalty: 5386.826172
	Iteration 40F: 3 clusters Score -6954112 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -6954190.500000 Penalty: 5386.826172
	Iteration 41Q: 3 clusters Score -6954190 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -6954244.500000 Penalty: 5386.826172
	Iteration 42Q: 3 clusters Score -6954244 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -6954282.500000 Penalty: 5386.826172
	Iteration 43Q: 3 clusters Score -6954282 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -6954329.000000 Penalty: 5386.826172
	Iteration 44Q: 3 clusters Score -6954329 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -6954345.500000 Penalty: 5386.826172
	Iteration 45Q: 3 clusters Score -6954346 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -6954389.500000 Penalty: 5386.826172
	Iteration 46Q: 3 clusters Score -6954390 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -6954409.500000 Penalty: 5386.826172
	Iteration 47Q: 3 clusters Score -6954410 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -6954435.500000 Penalty: 5386.826172
	Iteration 48Q: 3 clusters Score -6954436 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -6954459.500000 Penalty: 5386.826172
	Iteration 49Q: 3 clusters Score -6954460 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -6954477.000000 Penalty: 5386.826172
	Iteration 50Q: 3 clusters Score -6954477 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -6954471.000000 Penalty: 5386.826172
	Iteration 51Q: 3 clusters Score -6954471 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -6954483.500000 Penalty: 5386.826172
	Iteration 52Q: 3 clusters Score -6954484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -6954490.000000 Penalty: 5386.826172
	Iteration 53Q: 3 clusters Score -6954490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -6954486.500000 Penalty: 5386.826172
	Iteration 54Q: 3 clusters Score -6954486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -6954494.500000 Penalty: 5386.826172
	Iteration 55Q: 3 clusters Score -6954494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -6954507.500000 Penalty: 5386.826172
	Iteration 56Q: 3 clusters Score -6954508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -6954510.500000 Penalty: 5386.826172
	Iteration 57Q: 3 clusters Score -6954510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -6954507.000000 Penalty: 5386.826172
	Iteration 58Q: 3 clusters Score -6954507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -6954514.000000 Penalty: 5386.826172
	Iteration 59Q: 3 clusters Score -6954514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -6954514.500000 Penalty: 5386.826172
	Iteration 60F: 3 clusters Score -6954514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -6954525.000000 Penalty: 5386.826172
	Iteration 61Q: 3 clusters Score -6954525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -6954513.000000 Penalty: 5386.826172
	Iteration 62Q: 3 clusters Score -6954513 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -6954527.500000 Penalty: 5386.826172
	Iteration 63Q: 3 clusters Score -6954528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -6954539.000000 Penalty: 5386.826172
	Iteration 64Q: 3 clusters Score -6954539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -6954546.000000 Penalty: 5386.826172
	Iteration 65Q: 3 clusters Score -6954546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -6954558.000000 Penalty: 5386.826172
	Iteration 66Q: 3 clusters Score -6954558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -6954568.500000 Penalty: 5386.826172
	Iteration 67Q: 3 clusters Score -6954568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49293 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -6954575.500000 Penalty: 5386.826172
	Iteration 68Q: 3 clusters Score -6954576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -6954575.500000 Penalty: 5386.826172
	Iteration 69Q: 3 clusters Score -6954576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -6954575.500000 Penalty: 5386.826172
	Iteration 70Q: 3 clusters Score -6954576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -6954575.000000 Penalty: 5386.826172
	Iteration 71Q: 3 clusters Score -6954575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -6954575.000000 Penalty: 5386.826172
	Iteration 72Q: 3 clusters Score -6954575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -6954580.500000 Penalty: 5386.826172
	Iteration 73Q: 3 clusters Score -6954580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -6954587.000000 Penalty: 5386.826172
	Iteration 74Q: 3 clusters Score -6954587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -6954591.500000 Penalty: 5386.826172
	Iteration 75Q: 3 clusters Score -6954592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -6954591.000000 Penalty: 5386.826172
	Iteration 76Q: 3 clusters Score -6954591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -6954601.500000 Penalty: 5386.826172
	Iteration 77Q: 3 clusters Score -6954602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -6954614.000000 Penalty: 5386.826172
	Iteration 78Q: 3 clusters Score -6954614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -6954610.000000 Penalty: 5386.826172
	Iteration 79Q: 3 clusters Score -6954610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -6954613.500000 Penalty: 5386.826172
	Iteration 80F: 3 clusters Score -6954614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -6954615.500000 Penalty: 5386.826172
	Iteration 81Q: 3 clusters Score -6954616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49447 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -6954618.000000 Penalty: 5386.826172
	Iteration 82Q: 3 clusters Score -6954618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49452 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -6954618.000000 Penalty: 5386.826172
	Iteration 83Q: 3 clusters Score -6954618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -6954617.000000 Penalty: 5386.826172
	Iteration 84Q: 3 clusters Score -6954617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -6954620.000000 Penalty: 5386.826172
	Iteration 85Q: 3 clusters Score -6954620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -6954625.000000 Penalty: 5386.826172
	Iteration 86Q: 3 clusters Score -6954625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -6954618.500000 Penalty: 5386.826172
	Iteration 87Q: 3 clusters Score -6954618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -6954622.000000 Penalty: 5386.826172
	Iteration 88Q: 3 clusters Score -6954622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -6954619.500000 Penalty: 5386.826172
	Iteration 89Q: 3 clusters Score -6954620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -6954623.000000 Penalty: 5386.826172
	Iteration 90Q: 3 clusters Score -6954623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -6954621.000000 Penalty: 5386.826172
	Iteration 91Q: 3 clusters Score -6954621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -6954621.000000 Penalty: 5386.826172
	Iteration 92Q: 3 clusters Score -6954621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -6954622.000000 Penalty: 5386.826172
	Iteration 93Q: 3 clusters Score -6954622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -6954622.000000 Penalty: 5386.826172
	Iteration 94F: 3 clusters Score -6954622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -64386.003906 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -64386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -62799.355469 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -62799.36 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -62966.957031 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -62966.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -63038.433594 Penalty: 3092.267822
	Iteration 2Q: 3 clusters Score -63038.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63072.117188 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -63072.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63079.804688 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -63079.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -63081.902344 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -63081.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -63081.902344 Penalty: 3092.267822
	Iteration 6F: 3 clusters Score -63081.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -41466.406250 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -41466.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40124.136719 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -40124.14 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40269.511719 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -40269.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40318.046875 Penalty: 2902.692383
	Iteration 2Q: 3 clusters Score -40318.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40354.222656 Penalty: 2902.692383
	Iteration 3Q: 3 clusters Score -40354.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -40365.933594 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -40365.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40375.687500 Penalty: 2902.692383
	Iteration 5Q: 3 clusters Score -40375.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40375.687500 Penalty: 2902.692383
	Iteration 6F: 3 clusters Score -40375.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (94474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94474 members 
Entering Unmasked Estep 
Score: -12710249.000000 Penalty: 2841.107666
	Iteration 0F: 2 clusters Score -1.271025e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -12647268.000000 Penalty: 5682.215332
	Iteration 0F: 3 clusters Score -1.264727e+07 nChanged 44745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -12672483.000000 Penalty: 5682.215332
	Iteration 1F: 3 clusters Score -1.267248e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -12673221.000000 Penalty: 5682.215332
	Iteration 2Q: 3 clusters Score -1.267322e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -12673977.000000 Penalty: 5682.215332
	Iteration 3Q: 3 clusters Score -1.267398e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -12674885.000000 Penalty: 5682.215332
	Iteration 4Q: 3 clusters Score -1.267488e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 49970 members 
Entering Unmasked Estep 
Score: -12676141.000000 Penalty: 5682.215332
	Iteration 5Q: 3 clusters Score -1.267614e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 51774 members 
Entering Unmasked Estep 
Score: -12677983.000000 Penalty: 5682.215332
	Iteration 6Q: 3 clusters Score -1.267798e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 54723 members 
Entering Unmasked Estep 
Score: -12680843.000000 Penalty: 5682.215332
	Iteration 7F: 3 clusters Score -1.268084e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 58784 members 
Entering Unmasked Estep 
Score: -12685682.000000 Penalty: 5682.215332
	Iteration 8F: 3 clusters Score -1.268568e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 63275 members 
Entering Unmasked Estep 
Score: -12691823.000000 Penalty: 5682.215332
	Iteration 9F: 3 clusters Score -1.269182e+07 nChanged 6505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 67054 members 
Entering Unmasked Estep 
Score: -12697028.000000 Penalty: 5682.215332
	Iteration 10F: 3 clusters Score -1.269703e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -12699870.000000 Penalty: 5682.215332
	Iteration 11Q: 3 clusters Score -1.269987e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 71706 members 
Entering Unmasked Estep 
Score: -12701463.000000 Penalty: 5682.215332
	Iteration 12Q: 3 clusters Score -1.270146e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 73527 members 
Entering Unmasked Estep 
Score: -12702420.000000 Penalty: 5682.215332
	Iteration 13Q: 3 clusters Score -1.270242e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 75239 members 
Entering Unmasked Estep 
Score: -12703269.000000 Penalty: 5682.215332
	Iteration 14Q: 3 clusters Score -1.270327e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 76751 members 
Entering Unmasked Estep 
Score: -12704004.000000 Penalty: 5682.215332
	Iteration 15Q: 3 clusters Score -1.2704e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 78088 members 
Entering Unmasked Estep 
Score: -12704506.000000 Penalty: 5682.215332
	Iteration 16Q: 3 clusters Score -1.270451e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 79399 members 
Entering Unmasked Estep 
Score: -12705023.000000 Penalty: 5682.215332
	Iteration 17Q: 3 clusters Score -1.270502e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 80575 members 
Entering Unmasked Estep 
Score: -12705474.000000 Penalty: 5682.215332
	Iteration 18Q: 3 clusters Score -1.270547e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 81621 members 
Entering Unmasked Estep 
Score: -12705825.000000 Penalty: 5682.215332
	Iteration 19Q: 3 clusters Score -1.270582e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 82613 members 
Entering Unmasked Estep 
Score: -12706154.000000 Penalty: 5682.215332
	Iteration 20F: 3 clusters Score -1.270615e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 83544 members 
Entering Unmasked Estep 
Score: -12706482.000000 Penalty: 5682.215332
	Iteration 21Q: 3 clusters Score -1.270648e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 84410 members 
Entering Unmasked Estep 
Score: -12706701.000000 Penalty: 5682.215332
	Iteration 22Q: 3 clusters Score -1.27067e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 85194 members 
Entering Unmasked Estep 
Score: -12706950.000000 Penalty: 5682.215332
	Iteration 23Q: 3 clusters Score -1.270695e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 85945 members 
Entering Unmasked Estep 
Score: -12707132.000000 Penalty: 5682.215332
	Iteration 24Q: 3 clusters Score -1.270713e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 86625 members 
Entering Unmasked Estep 
Score: -12707344.000000 Penalty: 5682.215332
	Iteration 25Q: 3 clusters Score -1.270734e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 87206 members 
Entering Unmasked Estep 
Score: -12707489.000000 Penalty: 5682.215332
	Iteration 26Q: 3 clusters Score -1.270749e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 87744 members 
Entering Unmasked Estep 
Score: -12707591.000000 Penalty: 5682.215332
	Iteration 27Q: 3 clusters Score -1.270759e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 88249 members 
Entering Unmasked Estep 
Score: -12707766.000000 Penalty: 5682.215332
	Iteration 28Q: 3 clusters Score -1.270777e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 88744 members 
Entering Unmasked Estep 
Score: -12707935.000000 Penalty: 5682.215332
	Iteration 29Q: 3 clusters Score -1.270794e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 89219 members 
Entering Unmasked Estep 
Score: -12708026.000000 Penalty: 5682.215332
	Iteration 30Q: 3 clusters Score -1.270803e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 89647 members 
Entering Unmasked Estep 
Score: -12708165.000000 Penalty: 5682.215332
	Iteration 31Q: 3 clusters Score -1.270816e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 90004 members 
Entering Unmasked Estep 
Score: -12708258.000000 Penalty: 5682.215332
	Iteration 32Q: 3 clusters Score -1.270826e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 90302 members 
Entering Unmasked Estep 
Score: -12708359.000000 Penalty: 5682.215332
	Iteration 33Q: 3 clusters Score -1.270836e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 90550 members 
Entering Unmasked Estep 
Score: -12708386.000000 Penalty: 5682.215332
	Iteration 34Q: 3 clusters Score -1.270839e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 90769 members 
Entering Unmasked Estep 
Score: -12708440.000000 Penalty: 5682.215332
	Iteration 35Q: 3 clusters Score -1.270844e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 90944 members 
Entering Unmasked Estep 
Score: -12708457.000000 Penalty: 5682.215332
	Iteration 36Q: 3 clusters Score -1.270846e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 91093 members 
Entering Unmasked Estep 
Score: -12708473.000000 Penalty: 5682.215332
	Iteration 37Q: 3 clusters Score -1.270847e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 91214 members 
Entering Unmasked Estep 
Score: -12708503.000000 Penalty: 5682.215332
	Iteration 38Q: 3 clusters Score -1.27085e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 91333 members 
Entering Unmasked Estep 
Score: -12708485.000000 Penalty: 5682.215332
	Iteration 39Q: 3 clusters Score -1.270848e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 91446 members 
Entering Unmasked Estep 
Score: -12708523.000000 Penalty: 5682.215332
	Iteration 40F: 3 clusters Score -1.270852e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 91550 members 
Entering Unmasked Estep 
Score: -12708543.000000 Penalty: 5682.215332
	Iteration 41Q: 3 clusters Score -1.270854e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 91640 members 
Entering Unmasked Estep 
Score: -12708567.000000 Penalty: 5682.215332
	Iteration 42Q: 3 clusters Score -1.270857e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 91710 members 
Entering Unmasked Estep 
Score: -12708589.000000 Penalty: 5682.215332
	Iteration 43Q: 3 clusters Score -1.270859e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 91765 members 
Entering Unmasked Estep 
Score: -12708597.000000 Penalty: 5682.215332
	Iteration 44Q: 3 clusters Score -1.27086e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 91801 members 
Entering Unmasked Estep 
Score: -12708598.000000 Penalty: 5682.215332
	Iteration 45Q: 3 clusters Score -1.27086e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 91835 members 
Entering Unmasked Estep 
Score: -12708595.000000 Penalty: 5682.215332
	Iteration 46Q: 3 clusters Score -1.27086e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 91866 members 
Entering Unmasked Estep 
Score: -12708610.000000 Penalty: 5682.215332
	Iteration 47Q: 3 clusters Score -1.270861e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 91892 members 
Entering Unmasked Estep 
Score: -12708622.000000 Penalty: 5682.215332
	Iteration 48Q: 3 clusters Score -1.270862e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 91915 members 
Entering Unmasked Estep 
Score: -12708632.000000 Penalty: 5682.215332
	Iteration 49Q: 3 clusters Score -1.270863e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 91939 members 
Entering Unmasked Estep 
Score: -12708626.000000 Penalty: 5682.215332
	Iteration 50Q: 3 clusters Score -1.270863e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 91957 members 
Entering Unmasked Estep 
Score: -12708652.000000 Penalty: 5682.215332
	Iteration 51Q: 3 clusters Score -1.270865e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 91972 members 
Entering Unmasked Estep 
Score: -12708659.000000 Penalty: 5682.215332
	Iteration 52Q: 3 clusters Score -1.270866e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 91991 members 
Entering Unmasked Estep 
Score: -12708661.000000 Penalty: 5682.215332
	Iteration 53Q: 3 clusters Score -1.270866e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 92010 members 
Entering Unmasked Estep 
Score: -12708672.000000 Penalty: 5682.215332
	Iteration 54Q: 3 clusters Score -1.270867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 92028 members 
Entering Unmasked Estep 
Score: -12708683.000000 Penalty: 5682.215332
	Iteration 55Q: 3 clusters Score -1.270868e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 92045 members 
Entering Unmasked Estep 
Score: -12708675.000000 Penalty: 5682.215332
	Iteration 56Q: 3 clusters Score -1.270868e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 92063 members 
Entering Unmasked Estep 
Score: -12708658.000000 Penalty: 5682.215332
	Iteration 57Q: 3 clusters Score -1.270866e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 92079 members 
Entering Unmasked Estep 
Score: -12708668.000000 Penalty: 5682.215332
	Iteration 58Q: 3 clusters Score -1.270867e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 92092 members 
Entering Unmasked Estep 
Score: -12708654.000000 Penalty: 5682.215332
	Iteration 59Q: 3 clusters Score -1.270865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 92101 members 
Entering Unmasked Estep 
Score: -12708657.000000 Penalty: 5682.215332
	Iteration 60F: 3 clusters Score -1.270866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 92108 members 
Entering Unmasked Estep 
Score: -12708656.000000 Penalty: 5682.215332
	Iteration 61Q: 3 clusters Score -1.270866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 92120 members 
Entering Unmasked Estep 
Score: -12708664.000000 Penalty: 5682.215332
	Iteration 62Q: 3 clusters Score -1.270866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 92126 members 
Entering Unmasked Estep 
Score: -12708664.000000 Penalty: 5682.215332
	Iteration 63Q: 3 clusters Score -1.270866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 92132 members 
Entering Unmasked Estep 
Score: -12708671.000000 Penalty: 5682.215332
	Iteration 64Q: 3 clusters Score -1.270867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 92142 members 
Entering Unmasked Estep 
Score: -12708659.000000 Penalty: 5682.215332
	Iteration 65Q: 3 clusters Score -1.270866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 92147 members 
Entering Unmasked Estep 
Score: -12708650.000000 Penalty: 5682.215332
	Iteration 66Q: 3 clusters Score -1.270865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 92151 members 
Entering Unmasked Estep 
Score: -12708653.000000 Penalty: 5682.215332
	Iteration 67Q: 3 clusters Score -1.270865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 92156 members 
Entering Unmasked Estep 
Score: -12708662.000000 Penalty: 5682.215332
	Iteration 68Q: 3 clusters Score -1.270866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 92164 members 
Entering Unmasked Estep 
Score: -12708666.000000 Penalty: 5682.215332
	Iteration 69Q: 3 clusters Score -1.270867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 92166 members 
Entering Unmasked Estep 
Score: -12708661.000000 Penalty: 5682.215332
	Iteration 70Q: 3 clusters Score -1.270866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 92167 members 
Entering Unmasked Estep 
Score: -12708662.000000 Penalty: 5682.215332
	Iteration 71Q: 3 clusters Score -1.270866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 92167 members 
Entering Unmasked Estep 
Score: -12708662.000000 Penalty: 5682.215332
	Iteration 72F: 3 clusters Score -1.270866e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (76771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76771 members 
Entering Unmasked Estep 
Score: -10321884.000000 Penalty: 2789.648193
	Iteration 0F: 2 clusters Score -1.032188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -10270702.000000 Penalty: 5579.296387
	Iteration 0F: 3 clusters Score -1.02707e+07 nChanged 35890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -10290663.000000 Penalty: 5579.296387
	Iteration 1F: 3 clusters Score -1.029066e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -10291158.000000 Penalty: 5579.296387
	Iteration 2Q: 3 clusters Score -1.029116e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -10291659.000000 Penalty: 5579.296387
	Iteration 3Q: 3 clusters Score -1.029166e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -10292325.000000 Penalty: 5579.296387
	Iteration 4Q: 3 clusters Score -1.029232e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -10293179.000000 Penalty: 5579.296387
	Iteration 5Q: 3 clusters Score -1.029318e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -10294610.000000 Penalty: 5579.296387
	Iteration 6Q: 3 clusters Score -1.029461e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -10296835.000000 Penalty: 5579.296387
	Iteration 7F: 3 clusters Score -1.029684e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54039 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -10300557.000000 Penalty: 5579.296387
	Iteration 8F: 3 clusters Score -1.030056e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59950 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -10306049.000000 Penalty: 5579.296387
	Iteration 9F: 3 clusters Score -1.030605e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65499 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -10311729.000000 Penalty: 5579.296387
	Iteration 10F: 3 clusters Score -1.031173e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69227 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -10315783.000000 Penalty: 5579.296387
	Iteration 11F: 3 clusters Score -1.031578e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70993 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -10317811.000000 Penalty: 5579.296387
	Iteration 12Q: 3 clusters Score -1.031781e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71786 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -10318704.000000 Penalty: 5579.296387
	Iteration 13Q: 3 clusters Score -1.03187e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72318 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -10319087.000000 Penalty: 5579.296387
	Iteration 14Q: 3 clusters Score -1.031909e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72679 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -10319273.000000 Penalty: 5579.296387
	Iteration 15Q: 3 clusters Score -1.031927e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72959 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -10319409.000000 Penalty: 5579.296387
	Iteration 16Q: 3 clusters Score -1.031941e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73189 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -10319488.000000 Penalty: 5579.296387
	Iteration 17Q: 3 clusters Score -1.031949e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -10319570.000000 Penalty: 5579.296387
	Iteration 18Q: 3 clusters Score -1.031957e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73568 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -10319625.000000 Penalty: 5579.296387
	Iteration 19Q: 3 clusters Score -1.031962e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73714 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -10319677.000000 Penalty: 5579.296387
	Iteration 20F: 3 clusters Score -1.031968e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73847 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -10319730.000000 Penalty: 5579.296387
	Iteration 21Q: 3 clusters Score -1.031973e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73956 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -10319752.000000 Penalty: 5579.296387
	Iteration 22Q: 3 clusters Score -1.031975e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74066 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -10319747.000000 Penalty: 5579.296387
	Iteration 23Q: 3 clusters Score -1.031975e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74152 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -10319786.000000 Penalty: 5579.296387
	Iteration 24Q: 3 clusters Score -1.031979e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74237 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -10319818.000000 Penalty: 5579.296387
	Iteration 25Q: 3 clusters Score -1.031982e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74299 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -10319810.000000 Penalty: 5579.296387
	Iteration 26Q: 3 clusters Score -1.031981e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74351 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -10319823.000000 Penalty: 5579.296387
	Iteration 27Q: 3 clusters Score -1.031982e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74392 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -10319852.000000 Penalty: 5579.296387
	Iteration 28Q: 3 clusters Score -1.031985e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74431 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -10319857.000000 Penalty: 5579.296387
	Iteration 29Q: 3 clusters Score -1.031986e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74456 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -10319868.000000 Penalty: 5579.296387
	Iteration 30Q: 3 clusters Score -1.031987e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74483 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -10319853.000000 Penalty: 5579.296387
	Iteration 31Q: 3 clusters Score -1.031985e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74509 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -10319863.000000 Penalty: 5579.296387
	Iteration 32Q: 3 clusters Score -1.031986e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74533 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -10319872.000000 Penalty: 5579.296387
	Iteration 33Q: 3 clusters Score -1.031987e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74553 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -10319877.000000 Penalty: 5579.296387
	Iteration 34Q: 3 clusters Score -1.031988e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74576 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -10319878.000000 Penalty: 5579.296387
	Iteration 35Q: 3 clusters Score -1.031988e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74597 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -10319881.000000 Penalty: 5579.296387
	Iteration 36Q: 3 clusters Score -1.031988e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74612 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -10319883.000000 Penalty: 5579.296387
	Iteration 37Q: 3 clusters Score -1.031988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74627 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -10319889.000000 Penalty: 5579.296387
	Iteration 38Q: 3 clusters Score -1.031989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74638 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -10319897.000000 Penalty: 5579.296387
	Iteration 39Q: 3 clusters Score -1.03199e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74656 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -10319894.000000 Penalty: 5579.296387
	Iteration 40F: 3 clusters Score -1.031989e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74675 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -10319904.000000 Penalty: 5579.296387
	Iteration 41Q: 3 clusters Score -1.03199e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74693 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -10319922.000000 Penalty: 5579.296387
	Iteration 42Q: 3 clusters Score -1.031992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74706 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -10319917.000000 Penalty: 5579.296387
	Iteration 43Q: 3 clusters Score -1.031992e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74720 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -10319921.000000 Penalty: 5579.296387
	Iteration 44Q: 3 clusters Score -1.031992e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74735 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -10319908.000000 Penalty: 5579.296387
	Iteration 45Q: 3 clusters Score -1.031991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74748 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -10319919.000000 Penalty: 5579.296387
	Iteration 46Q: 3 clusters Score -1.031992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -10319917.000000 Penalty: 5579.296387
	Iteration 47Q: 3 clusters Score -1.031992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -10319916.000000 Penalty: 5579.296387
	Iteration 48Q: 3 clusters Score -1.031992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74771 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -10319919.000000 Penalty: 5579.296387
	Iteration 49Q: 3 clusters Score -1.031992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74774 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -10319915.000000 Penalty: 5579.296387
	Iteration 50Q: 3 clusters Score -1.031992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74778 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -10319922.000000 Penalty: 5579.296387
	Iteration 51Q: 3 clusters Score -1.031992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74781 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -10319924.000000 Penalty: 5579.296387
	Iteration 52Q: 3 clusters Score -1.031992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74782 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -10319923.000000 Penalty: 5579.296387
	Iteration 53Q: 3 clusters Score -1.031992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74783 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -10319923.000000 Penalty: 5579.296387
	Iteration 54Q: 3 clusters Score -1.031992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74785 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -10319920.000000 Penalty: 5579.296387
	Iteration 55Q: 3 clusters Score -1.031992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74789 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -10319913.000000 Penalty: 5579.296387
	Iteration 56Q: 3 clusters Score -1.031991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74796 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -10319915.000000 Penalty: 5579.296387
	Iteration 57Q: 3 clusters Score -1.031992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74804 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -10319918.000000 Penalty: 5579.296387
	Iteration 58Q: 3 clusters Score -1.031992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74807 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -10319919.000000 Penalty: 5579.296387
	Iteration 59Q: 3 clusters Score -1.031992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74815 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -10319919.000000 Penalty: 5579.296387
	Iteration 60F: 3 clusters Score -1.031992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74818 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -10319927.000000 Penalty: 5579.296387
	Iteration 61Q: 3 clusters Score -1.031993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74819 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -10319926.000000 Penalty: 5579.296387
	Iteration 62Q: 3 clusters Score -1.031993e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74819 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -10319926.000000 Penalty: 5579.296387
	Iteration 63F: 3 clusters Score -1.031993e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (157084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157084 members 
Entering Unmasked Estep 
Score: -20898304.000000 Penalty: 2967.204834
	Iteration 0F: 2 clusters Score -2.08983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78429 members 
Mstep: Class 2 contains 78655 members 
Entering Unmasked Estep 
Score: -20794210.000000 Penalty: 5934.409668
	Iteration 0F: 3 clusters Score -2.079421e+07 nChanged 75222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 80781 members 
Entering Unmasked Estep 
Score: -20836860.000000 Penalty: 5934.409668
	Iteration 1F: 3 clusters Score -2.083686e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74687 members 
Mstep: Class 2 contains 82397 members 
Entering Unmasked Estep 
Score: -20837616.000000 Penalty: 5934.409668
	Iteration 2Q: 3 clusters Score -2.083762e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71999 members 
Mstep: Class 2 contains 85085 members 
Entering Unmasked Estep 
Score: -20838894.000000 Penalty: 5934.409668
	Iteration 3Q: 3 clusters Score -2.083889e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67735 members 
Mstep: Class 2 contains 89349 members 
Entering Unmasked Estep 
Score: -20840720.000000 Penalty: 5934.409668
	Iteration 4Q: 3 clusters Score -2.084072e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61340 members 
Mstep: Class 2 contains 95744 members 
Entering Unmasked Estep 
Score: -20843942.000000 Penalty: 5934.409668
	Iteration 5Q: 3 clusters Score -2.084394e+07 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 104848 members 
Entering Unmasked Estep 
Score: -20849598.000000 Penalty: 5934.409668
	Iteration 6F: 3 clusters Score -2.08496e+07 nChanged 11847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 116283 members 
Entering Unmasked Estep 
Score: -20858042.000000 Penalty: 5934.409668
	Iteration 7F: 3 clusters Score -2.085804e+07 nChanged 13059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 129142 members 
Entering Unmasked Estep 
Score: -20869132.000000 Penalty: 5934.409668
	Iteration 8F: 3 clusters Score -2.086913e+07 nChanged 11917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 140985 members 
Entering Unmasked Estep 
Score: -20880776.000000 Penalty: 5934.409668
	Iteration 9F: 3 clusters Score -2.088078e+07 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 149489 members 
Entering Unmasked Estep 
Score: -20889410.000000 Penalty: 5934.409668
	Iteration 10F: 3 clusters Score -2.088941e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 154012 members 
Entering Unmasked Estep 
Score: -20893530.000000 Penalty: 5934.409668
	Iteration 11Q: 3 clusters Score -2.089353e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 155824 members 
Entering Unmasked Estep 
Score: -20895026.000000 Penalty: 5934.409668
	Iteration 12Q: 3 clusters Score -2.089503e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 156453 members 
Entering Unmasked Estep 
Score: -20895480.000000 Penalty: 5934.409668
	Iteration 13Q: 3 clusters Score -2.089548e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 156645 members 
Entering Unmasked Estep 
Score: -20895700.000000 Penalty: 5934.409668
	Iteration 14Q: 3 clusters Score -2.08957e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 156714 members 
Entering Unmasked Estep 
Score: -20895742.000000 Penalty: 5934.409668
	Iteration 15Q: 3 clusters Score -2.089574e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 156745 members 
Entering Unmasked Estep 
Score: -20895770.000000 Penalty: 5934.409668
	Iteration 16Q: 3 clusters Score -2.089577e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 156761 members 
Entering Unmasked Estep 
Score: -20895814.000000 Penalty: 5934.409668
	Iteration 17Q: 3 clusters Score -2.089581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 156768 members 
Entering Unmasked Estep 
Score: -20895824.000000 Penalty: 5934.409668
	Iteration 18Q: 3 clusters Score -2.089582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 156774 members 
Entering Unmasked Estep 
Score: -20895816.000000 Penalty: 5934.409668
	Iteration 19Q: 3 clusters Score -2.089582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 156781 members 
Entering Unmasked Estep 
Score: -20895842.000000 Penalty: 5934.409668
	Iteration 20F: 3 clusters Score -2.089584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 156784 members 
Entering Unmasked Estep 
Score: -20895848.000000 Penalty: 5934.409668
	Iteration 21Q: 3 clusters Score -2.089585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 156785 members 
Entering Unmasked Estep 
Score: -20895852.000000 Penalty: 5934.409668
	Iteration 22Q: 3 clusters Score -2.089585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 156787 members 
Entering Unmasked Estep 
Score: -20895838.000000 Penalty: 5934.409668
	Iteration 23Q: 3 clusters Score -2.089584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 156788 members 
Entering Unmasked Estep 
Score: -20895842.000000 Penalty: 5934.409668
	Iteration 24Q: 3 clusters Score -2.089584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 156788 members 
Entering Unmasked Estep 
Score: -20895842.000000 Penalty: 5934.409668
	Iteration 25F: 3 clusters Score -2.089584e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (171454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171454 members 
Entering Unmasked Estep 
Score: -23161722.000000 Penalty: 2988.913574
	Iteration 0F: 2 clusters Score -2.316172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85771 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -23053340.000000 Penalty: 5977.827148
	Iteration 0F: 3 clusters Score -2.305334e+07 nChanged 82084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87291 members 
Mstep: Class 2 contains 84163 members 
Entering Unmasked Estep 
Score: -23101148.000000 Penalty: 5977.827148
	Iteration 1F: 3 clusters Score -2.310115e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88338 members 
Mstep: Class 2 contains 83116 members 
Entering Unmasked Estep 
Score: -23102192.000000 Penalty: 5977.827148
	Iteration 2Q: 3 clusters Score -2.310219e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90107 members 
Mstep: Class 2 contains 81347 members 
Entering Unmasked Estep 
Score: -23103512.000000 Penalty: 5977.827148
	Iteration 3Q: 3 clusters Score -2.310351e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92924 members 
Mstep: Class 2 contains 78530 members 
Entering Unmasked Estep 
Score: -23105150.000000 Penalty: 5977.827148
	Iteration 4Q: 3 clusters Score -2.310515e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97161 members 
Mstep: Class 2 contains 74293 members 
Entering Unmasked Estep 
Score: -23108176.000000 Penalty: 5977.827148
	Iteration 5Q: 3 clusters Score -2.310818e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103041 members 
Mstep: Class 2 contains 68413 members 
Entering Unmasked Estep 
Score: -23112948.000000 Penalty: 5977.827148
	Iteration 6F: 3 clusters Score -2.311295e+07 nChanged 10622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110521 members 
Mstep: Class 2 contains 60933 members 
Entering Unmasked Estep 
Score: -23120152.000000 Penalty: 5977.827148
	Iteration 7F: 3 clusters Score -2.312015e+07 nChanged 11771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118886 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -23129592.000000 Penalty: 5977.827148
	Iteration 8F: 3 clusters Score -2.312959e+07 nChanged 11098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126094 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -23139152.000000 Penalty: 5977.827148
	Iteration 9F: 3 clusters Score -2.313915e+07 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130906 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -23145422.000000 Penalty: 5977.827148
	Iteration 10F: 3 clusters Score -2.314542e+07 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134068 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -23148866.000000 Penalty: 5977.827148
	Iteration 11Q: 3 clusters Score -2.314887e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136704 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -23150908.000000 Penalty: 5977.827148
	Iteration 12Q: 3 clusters Score -2.315091e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139057 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -23152416.000000 Penalty: 5977.827148
	Iteration 13Q: 3 clusters Score -2.315242e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141152 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -23153698.000000 Penalty: 5977.827148
	Iteration 14Q: 3 clusters Score -2.31537e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143128 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -23154748.000000 Penalty: 5977.827148
	Iteration 15Q: 3 clusters Score -2.315475e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144982 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -23155656.000000 Penalty: 5977.827148
	Iteration 16Q: 3 clusters Score -2.315566e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146698 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -23156500.000000 Penalty: 5977.827148
	Iteration 17Q: 3 clusters Score -2.31565e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148295 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -23157138.000000 Penalty: 5977.827148
	Iteration 18Q: 3 clusters Score -2.315714e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149860 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -23157600.000000 Penalty: 5977.827148
	Iteration 19Q: 3 clusters Score -2.31576e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151391 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -23158070.000000 Penalty: 5977.827148
	Iteration 20F: 3 clusters Score -2.315807e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152904 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -23158558.000000 Penalty: 5977.827148
	Iteration 21Q: 3 clusters Score -2.315856e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154404 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -23158980.000000 Penalty: 5977.827148
	Iteration 22Q: 3 clusters Score -2.315898e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155850 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -23159338.000000 Penalty: 5977.827148
	Iteration 23Q: 3 clusters Score -2.315934e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157277 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -23159484.000000 Penalty: 5977.827148
	Iteration 24Q: 3 clusters Score -2.315948e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158697 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -23159648.000000 Penalty: 5977.827148
	Iteration 25Q: 3 clusters Score -2.315965e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160023 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -23159736.000000 Penalty: 5977.827148
	Iteration 26Q: 3 clusters Score -2.315974e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161274 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -23159838.000000 Penalty: 5977.827148
	Iteration 27Q: 3 clusters Score -2.315984e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162420 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -23159726.000000 Penalty: 5977.827148
	Iteration 28Q: 3 clusters Score -2.315973e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163522 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -23159696.000000 Penalty: 5977.827148
	Iteration 29Q: 3 clusters Score -2.31597e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164525 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -23159790.000000 Penalty: 5977.827148
	Iteration 30Q: 3 clusters Score -2.315979e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165417 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -23159736.000000 Penalty: 5977.827148
	Iteration 31Q: 3 clusters Score -2.315974e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166192 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -23159716.000000 Penalty: 5977.827148
	Iteration 32Q: 3 clusters Score -2.315972e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166873 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -23159730.000000 Penalty: 5977.827148
	Iteration 33Q: 3 clusters Score -2.315973e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167491 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -23159732.000000 Penalty: 5977.827148
	Iteration 34Q: 3 clusters Score -2.315973e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168021 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -23159664.000000 Penalty: 5977.827148
	Iteration 35Q: 3 clusters Score -2.315966e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168470 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -23159574.000000 Penalty: 5977.827148
	Iteration 36Q: 3 clusters Score -2.315957e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168862 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -23159654.000000 Penalty: 5977.827148
	Iteration 37Q: 3 clusters Score -2.315965e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169197 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -23159668.000000 Penalty: 5977.827148
	Iteration 38Q: 3 clusters Score -2.315967e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169468 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -23159670.000000 Penalty: 5977.827148
	Iteration 39Q: 3 clusters Score -2.315967e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169661 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -23159702.000000 Penalty: 5977.827148
	Iteration 40F: 3 clusters Score -2.31597e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169832 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -23159734.000000 Penalty: 5977.827148
	Iteration 41Q: 3 clusters Score -2.315973e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169951 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -23159766.000000 Penalty: 5977.827148
	Iteration 42Q: 3 clusters Score -2.315977e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170043 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -23159742.000000 Penalty: 5977.827148
	Iteration 43Q: 3 clusters Score -2.315974e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170111 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -23159738.000000 Penalty: 5977.827148
	Iteration 44Q: 3 clusters Score -2.315974e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170158 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -23159752.000000 Penalty: 5977.827148
	Iteration 45Q: 3 clusters Score -2.315975e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170197 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -23159762.000000 Penalty: 5977.827148
	Iteration 46Q: 3 clusters Score -2.315976e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170230 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -23159788.000000 Penalty: 5977.827148
	Iteration 47Q: 3 clusters Score -2.315979e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170252 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -23159782.000000 Penalty: 5977.827148
	Iteration 48Q: 3 clusters Score -2.315978e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170272 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -23159756.000000 Penalty: 5977.827148
	Iteration 49Q: 3 clusters Score -2.315976e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170293 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -23159778.000000 Penalty: 5977.827148
	Iteration 50Q: 3 clusters Score -2.315978e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170317 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -23159770.000000 Penalty: 5977.827148
	Iteration 51Q: 3 clusters Score -2.315977e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170344 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -23159768.000000 Penalty: 5977.827148
	Iteration 52Q: 3 clusters Score -2.315977e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170361 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -23159786.000000 Penalty: 5977.827148
	Iteration 53Q: 3 clusters Score -2.315979e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170374 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -23159780.000000 Penalty: 5977.827148
	Iteration 54Q: 3 clusters Score -2.315978e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170390 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -23159776.000000 Penalty: 5977.827148
	Iteration 55Q: 3 clusters Score -2.315978e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170404 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -23159790.000000 Penalty: 5977.827148
	Iteration 56Q: 3 clusters Score -2.315979e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170414 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -23159782.000000 Penalty: 5977.827148
	Iteration 57Q: 3 clusters Score -2.315978e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170423 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -23159790.000000 Penalty: 5977.827148
	Iteration 58Q: 3 clusters Score -2.315979e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170432 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -23159790.000000 Penalty: 5977.827148
	Iteration 59Q: 3 clusters Score -2.315979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170444 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -23159766.000000 Penalty: 5977.827148
	Iteration 60F: 3 clusters Score -2.315977e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170450 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -23159780.000000 Penalty: 5977.827148
	Iteration 61Q: 3 clusters Score -2.315978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170456 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -23159776.000000 Penalty: 5977.827148
	Iteration 62Q: 3 clusters Score -2.315978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170460 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -23159782.000000 Penalty: 5977.827148
	Iteration 63Q: 3 clusters Score -2.315978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170465 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -23159780.000000 Penalty: 5977.827148
	Iteration 64Q: 3 clusters Score -2.315978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170469 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -23159780.000000 Penalty: 5977.827148
	Iteration 65Q: 3 clusters Score -2.315978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170472 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -23159792.000000 Penalty: 5977.827148
	Iteration 66Q: 3 clusters Score -2.315979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170474 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -23159792.000000 Penalty: 5977.827148
	Iteration 67Q: 3 clusters Score -2.315979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170474 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -23159800.000000 Penalty: 5977.827148
	Iteration 68Q: 3 clusters Score -2.31598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170475 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -23159798.000000 Penalty: 5977.827148
	Iteration 69Q: 3 clusters Score -2.31598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170476 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -23159796.000000 Penalty: 5977.827148
	Iteration 70Q: 3 clusters Score -2.31598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170478 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -23159790.000000 Penalty: 5977.827148
	Iteration 71Q: 3 clusters Score -2.315979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170480 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -23159794.000000 Penalty: 5977.827148
	Iteration 72Q: 3 clusters Score -2.315979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170484 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -23159804.000000 Penalty: 5977.827148
	Iteration 73Q: 3 clusters Score -2.31598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170495 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -23159784.000000 Penalty: 5977.827148
	Iteration 74Q: 3 clusters Score -2.315978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170497 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -23159788.000000 Penalty: 5977.827148
	Iteration 75Q: 3 clusters Score -2.315979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170503 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -23159788.000000 Penalty: 5977.827148
	Iteration 76Q: 3 clusters Score -2.315979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170503 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -23159780.000000 Penalty: 5977.827148
	Iteration 77Q: 3 clusters Score -2.315978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170510 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -23159802.000000 Penalty: 5977.827148
	Iteration 78Q: 3 clusters Score -2.31598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170517 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -23159802.000000 Penalty: 5977.827148
	Iteration 79Q: 3 clusters Score -2.31598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170520 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -23159804.000000 Penalty: 5977.827148
	Iteration 80F: 3 clusters Score -2.31598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170522 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -23159800.000000 Penalty: 5977.827148
	Iteration 81Q: 3 clusters Score -2.31598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170523 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -23159790.000000 Penalty: 5977.827148
	Iteration 82Q: 3 clusters Score -2.315979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170523 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -23159790.000000 Penalty: 5977.827148
	Iteration 83F: 3 clusters Score -2.315979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -19511.080078 Penalty: 1285.082397
	Iteration 0F: 2 clusters Score -19511.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18445.187500 Penalty: 2570.164795
	Iteration 0F: 3 clusters Score -18445.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18497.732422 Penalty: 2570.164795
	Iteration 1F: 3 clusters Score -18497.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18513.621094 Penalty: 2570.164795
	Iteration 2Q: 3 clusters Score -18513.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18517.591797 Penalty: 2570.164795
	Iteration 3Q: 3 clusters Score -18517.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18517.591797 Penalty: 2570.164795
	Iteration 4F: 3 clusters Score -18517.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82225 members 
Mstep: Class 2 contains 58638 members 
Mstep: Class 3 contains 5548 members 
Mstep: Class 4 contains 168434 members 
Mstep: Class 5 contains 70491 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 170910 members 
Mstep: Class 8 contains 57647 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 48159 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1884 members 
Mstep: Class 14 contains 966 members 
Mstep: Class 15 contains 142337 members 
Mstep: Class 16 contains 15995 members 
Mstep: Class 17 contains 52080 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 94474 members 
Mstep: Class 21 contains 76771 members 
Mstep: Class 22 contains 157084 members 
Mstep: Class 23 contains 171454 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462336.000000 Penalty: 84149.148438
Iteration 199Q: 25 clusters Score -1.804623e+08 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82249 members 
Mstep: Class 2 contains 58607 members 
Mstep: Class 3 contains 5553 members 
Mstep: Class 4 contains 168410 members 
Mstep: Class 5 contains 71227 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 170842 members 
Mstep: Class 8 contains 57616 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 48121 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1873 members 
Mstep: Class 14 contains 966 members 
Mstep: Class 15 contains 141879 members 
Mstep: Class 16 contains 16059 members 
Mstep: Class 17 contains 51983 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 94363 members 
Mstep: Class 21 contains 76681 members 
Mstep: Class 22 contains 157142 members 
Mstep: Class 23 contains 171526 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462576.000000 Penalty: 84149.148438
Iteration 200F: 25 clusters Score -1.804626e+08 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82258 members 
Mstep: Class 2 contains 58573 members 
Mstep: Class 3 contains 5563 members 
Mstep: Class 4 contains 168418 members 
Mstep: Class 5 contains 71979 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 170781 members 
Mstep: Class 8 contains 57589 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 48095 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1862 members 
Mstep: Class 14 contains 965 members 
Mstep: Class 15 contains 141413 members 
Mstep: Class 16 contains 16135 members 
Mstep: Class 17 contains 51898 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 94235 members 
Mstep: Class 21 contains 76573 members 
Mstep: Class 22 contains 157136 members 
Mstep: Class 23 contains 171624 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462768.000000 Penalty: 84149.148438
Iteration 201Q: 25 clusters Score -1.804628e+08 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82291 members 
Mstep: Class 2 contains 58532 members 
Mstep: Class 3 contains 5574 members 
Mstep: Class 4 contains 168407 members 
Mstep: Class 5 contains 72728 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 170716 members 
Mstep: Class 8 contains 57576 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 48067 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1855 members 
Mstep: Class 14 contains 965 members 
Mstep: Class 15 contains 140925 members 
Mstep: Class 16 contains 16186 members 
Mstep: Class 17 contains 51809 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 94103 members 
Mstep: Class 21 contains 76452 members 
Mstep: Class 22 contains 157138 members 
Mstep: Class 23 contains 171773 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462592.000000 Penalty: 84149.148438
Iteration 202Q: 25 clusters Score -1.804626e+08 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82329 members 
Mstep: Class 2 contains 58487 members 
Mstep: Class 3 contains 5583 members 
Mstep: Class 4 contains 168384 members 
Mstep: Class 5 contains 73539 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 170645 members 
Mstep: Class 8 contains 57542 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 48037 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1848 members 
Mstep: Class 14 contains 965 members 
Mstep: Class 15 contains 140387 members 
Mstep: Class 16 contains 16237 members 
Mstep: Class 17 contains 51710 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 93998 members 
Mstep: Class 21 contains 76337 members 
Mstep: Class 22 contains 157184 members 
Mstep: Class 23 contains 171885 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462496.000000 Penalty: 84149.148438
Iteration 203Q: 25 clusters Score -1.804625e+08 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82367 members 
Mstep: Class 2 contains 58438 members 
Mstep: Class 3 contains 5590 members 
Mstep: Class 4 contains 168408 members 
Mstep: Class 5 contains 74374 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 170607 members 
Mstep: Class 8 contains 57489 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 48009 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1836 members 
Mstep: Class 14 contains 965 members 
Mstep: Class 15 contains 139802 members 
Mstep: Class 16 contains 16289 members 
Mstep: Class 17 contains 51635 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 93889 members 
Mstep: Class 21 contains 76216 members 
Mstep: Class 22 contains 157236 members 
Mstep: Class 23 contains 171946 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462384.000000 Penalty: 84149.148438
Iteration 204Q: 25 clusters Score -1.804624e+08 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82415 members 
Mstep: Class 2 contains 58376 members 
Mstep: Class 3 contains 5594 members 
Mstep: Class 4 contains 168465 members 
Mstep: Class 5 contains 75222 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 170545 members 
Mstep: Class 8 contains 57442 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47989 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1822 members 
Mstep: Class 14 contains 967 members 
Mstep: Class 15 contains 139191 members 
Mstep: Class 16 contains 16359 members 
Mstep: Class 17 contains 51560 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 93772 members 
Mstep: Class 21 contains 76098 members 
Mstep: Class 22 contains 157291 members 
Mstep: Class 23 contains 171988 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462512.000000 Penalty: 84149.148438
Iteration 205Q: 25 clusters Score -1.804625e+08 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82452 members 
Mstep: Class 2 contains 58335 members 
Mstep: Class 3 contains 5598 members 
Mstep: Class 4 contains 168512 members 
Mstep: Class 5 contains 76108 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 170456 members 
Mstep: Class 8 contains 57400 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47941 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1801 members 
Mstep: Class 14 contains 967 members 
Mstep: Class 15 contains 138602 members 
Mstep: Class 16 contains 16432 members 
Mstep: Class 17 contains 51478 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 93662 members 
Mstep: Class 21 contains 75959 members 
Mstep: Class 22 contains 157307 members 
Mstep: Class 23 contains 172086 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180462640.000000 Penalty: 84149.148438
Iteration 206Q: 25 clusters Score -1.804626e+08 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82491 members 
Mstep: Class 2 contains 58305 members 
Mstep: Class 3 contains 5607 members 
Mstep: Class 4 contains 168520 members 
Mstep: Class 5 contains 76972 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 170346 members 
Mstep: Class 8 contains 57357 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47900 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1790 members 
Mstep: Class 14 contains 966 members 
Mstep: Class 15 contains 138002 members 
Mstep: Class 16 contains 16506 members 
Mstep: Class 17 contains 51421 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 93537 members 
Mstep: Class 21 contains 75862 members 
Mstep: Class 22 contains 157320 members 
Mstep: Class 23 contains 172195 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180463264.000000 Penalty: 84149.148438
Iteration 207Q: 25 clusters Score -1.804633e+08 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82519 members 
Mstep: Class 2 contains 58269 members 
Mstep: Class 3 contains 5610 members 
Mstep: Class 4 contains 168513 members 
Mstep: Class 5 contains 77842 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 170261 members 
Mstep: Class 8 contains 57316 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47871 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1781 members 
Mstep: Class 14 contains 968 members 
Mstep: Class 15 contains 137432 members 
Mstep: Class 16 contains 16580 members 
Mstep: Class 17 contains 51357 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 93418 members 
Mstep: Class 21 contains 75747 members 
Mstep: Class 22 contains 157304 members 
Mstep: Class 23 contains 172309 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180463104.000000 Penalty: 84149.148438
Iteration 208Q: 25 clusters Score -1.804631e+08 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82555 members 
Mstep: Class 2 contains 58249 members 
Mstep: Class 3 contains 5611 members 
Mstep: Class 4 contains 168453 members 
Mstep: Class 5 contains 78776 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 170153 members 
Mstep: Class 8 contains 57291 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47826 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1775 members 
Mstep: Class 14 contains 967 members 
Mstep: Class 15 contains 136859 members 
Mstep: Class 16 contains 16645 members 
Mstep: Class 17 contains 51301 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 93297 members 
Mstep: Class 21 contains 75661 members 
Mstep: Class 22 contains 157259 members 
Mstep: Class 23 contains 172419 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180463376.000000 Penalty: 84149.148438
Iteration 209Q: 25 clusters Score -1.804634e+08 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82585 members 
Mstep: Class 2 contains 58236 members 
Mstep: Class 3 contains 5614 members 
Mstep: Class 4 contains 168389 members 
Mstep: Class 5 contains 79749 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 170104 members 
Mstep: Class 8 contains 57242 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47791 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 967 members 
Mstep: Class 15 contains 136255 members 
Mstep: Class 16 contains 16723 members 
Mstep: Class 17 contains 51252 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 93180 members 
Mstep: Class 21 contains 75570 members 
Mstep: Class 22 contains 157171 members 
Mstep: Class 23 contains 172495 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180463520.000000 Penalty: 84149.148438
Iteration 210Q: 25 clusters Score -1.804635e+08 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82623 members 
Mstep: Class 2 contains 58218 members 
Mstep: Class 3 contains 5615 members 
Mstep: Class 4 contains 168312 members 
Mstep: Class 5 contains 80760 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 170030 members 
Mstep: Class 8 contains 57175 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47756 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1768 members 
Mstep: Class 14 contains 967 members 
Mstep: Class 15 contains 135660 members 
Mstep: Class 16 contains 16798 members 
Mstep: Class 17 contains 51186 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 93073 members 
Mstep: Class 21 contains 75476 members 
Mstep: Class 22 contains 157099 members 
Mstep: Class 23 contains 172579 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180463280.000000 Penalty: 84149.148438
Iteration 211Q: 25 clusters Score -1.804633e+08 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82652 members 
Mstep: Class 2 contains 58204 members 
Mstep: Class 3 contains 5616 members 
Mstep: Class 4 contains 168203 members 
Mstep: Class 5 contains 81827 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 169930 members 
Mstep: Class 8 contains 57129 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47736 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1762 members 
Mstep: Class 14 contains 968 members 
Mstep: Class 15 contains 135036 members 
Mstep: Class 16 contains 16852 members 
Mstep: Class 17 contains 51090 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 92976 members 
Mstep: Class 21 contains 75385 members 
Mstep: Class 22 contains 157073 members 
Mstep: Class 23 contains 172656 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180463120.000000 Penalty: 84149.148438
Iteration 212Q: 25 clusters Score -1.804631e+08 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82685 members 
Mstep: Class 2 contains 58189 members 
Mstep: Class 3 contains 5618 members 
Mstep: Class 4 contains 168104 members 
Mstep: Class 5 contains 82960 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 169822 members 
Mstep: Class 8 contains 57082 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47715 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1760 members 
Mstep: Class 14 contains 967 members 
Mstep: Class 15 contains 134376 members 
Mstep: Class 16 contains 16910 members 
Mstep: Class 17 contains 50993 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 92863 members 
Mstep: Class 21 contains 75312 members 
Mstep: Class 22 contains 157084 members 
Mstep: Class 23 contains 172655 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180463680.000000 Penalty: 84149.148438
Iteration 213Q: 25 clusters Score -1.804637e+08 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82725 members 
Mstep: Class 2 contains 58177 members 
Mstep: Class 3 contains 5619 members 
Mstep: Class 4 contains 168067 members 
Mstep: Class 5 contains 84041 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 169746 members 
Mstep: Class 8 contains 57010 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47685 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1748 members 
Mstep: Class 14 contains 967 members 
Mstep: Class 15 contains 133717 members 
Mstep: Class 16 contains 16970 members 
Mstep: Class 17 contains 50897 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 92745 members 
Mstep: Class 21 contains 75224 members 
Mstep: Class 22 contains 157063 members 
Mstep: Class 23 contains 172696 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180463760.000000 Penalty: 84149.148438
Iteration 214Q: 25 clusters Score -1.804638e+08 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82773 members 
Mstep: Class 2 contains 58144 members 
Mstep: Class 3 contains 5619 members 
Mstep: Class 4 contains 168049 members 
Mstep: Class 5 contains 85141 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 169673 members 
Mstep: Class 8 contains 56960 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47658 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 14 contains 966 members 
Mstep: Class 15 contains 133069 members 
Mstep: Class 16 contains 17039 members 
Mstep: Class 17 contains 50823 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 92608 members 
Mstep: Class 21 contains 75130 members 
Mstep: Class 22 contains 156991 members 
Mstep: Class 23 contains 172713 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464304.000000 Penalty: 84149.148438
Iteration 215Q: 25 clusters Score -1.804643e+08 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82821 members 
Mstep: Class 2 contains 58088 members 
Mstep: Class 3 contains 5619 members 
Mstep: Class 4 contains 168009 members 
Mstep: Class 5 contains 86307 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 169609 members 
Mstep: Class 8 contains 56871 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47632 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1725 members 
Mstep: Class 14 contains 967 members 
Mstep: Class 15 contains 132404 members 
Mstep: Class 16 contains 17101 members 
Mstep: Class 17 contains 50740 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 92478 members 
Mstep: Class 21 contains 75025 members 
Mstep: Class 22 contains 156956 members 
Mstep: Class 23 contains 172743 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464480.000000 Penalty: 84149.148438
Iteration 216Q: 25 clusters Score -1.804645e+08 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82852 members 
Mstep: Class 2 contains 58026 members 
Mstep: Class 3 contains 5621 members 
Mstep: Class 4 contains 167895 members 
Mstep: Class 5 contains 87499 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 169561 members 
Mstep: Class 8 contains 56809 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47605 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1708 members 
Mstep: Class 14 contains 967 members 
Mstep: Class 15 contains 131750 members 
Mstep: Class 16 contains 17178 members 
Mstep: Class 17 contains 50643 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 92349 members 
Mstep: Class 21 contains 74919 members 
Mstep: Class 22 contains 156843 members 
Mstep: Class 23 contains 172870 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464384.000000 Penalty: 84149.148438
Iteration 217Q: 25 clusters Score -1.804644e+08 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82887 members 
Mstep: Class 2 contains 57979 members 
Mstep: Class 3 contains 5623 members 
Mstep: Class 4 contains 167805 members 
Mstep: Class 5 contains 88695 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 169491 members 
Mstep: Class 8 contains 56716 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47557 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1692 members 
Mstep: Class 14 contains 967 members 
Mstep: Class 15 contains 131111 members 
Mstep: Class 16 contains 17250 members 
Mstep: Class 17 contains 50561 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 92206 members 
Mstep: Class 21 contains 74825 members 
Mstep: Class 22 contains 156747 members 
Mstep: Class 23 contains 172983 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464432.000000 Penalty: 84149.148438
Iteration 218Q: 25 clusters Score -1.804644e+08 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82914 members 
Mstep: Class 2 contains 57931 members 
Mstep: Class 3 contains 5628 members 
Mstep: Class 4 contains 167720 members 
Mstep: Class 5 contains 89851 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 169420 members 
Mstep: Class 8 contains 56644 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47517 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1678 members 
Mstep: Class 14 contains 968 members 
Mstep: Class 15 contains 130471 members 
Mstep: Class 16 contains 17314 members 
Mstep: Class 17 contains 50478 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 92074 members 
Mstep: Class 21 contains 74747 members 
Mstep: Class 22 contains 156656 members 
Mstep: Class 23 contains 173084 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464656.000000 Penalty: 84149.148438
Iteration 219Q: 25 clusters Score -1.804647e+08 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82941 members 
Mstep: Class 2 contains 57857 members 
Mstep: Class 3 contains 5633 members 
Mstep: Class 4 contains 167649 members 
Mstep: Class 5 contains 91043 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 169367 members 
Mstep: Class 8 contains 56570 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47495 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1677 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 129711 members 
Mstep: Class 16 contains 17384 members 
Mstep: Class 17 contains 50384 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 91951 members 
Mstep: Class 21 contains 74634 members 
Mstep: Class 22 contains 156539 members 
Mstep: Class 23 contains 173290 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464880.000000 Penalty: 84149.148438
Iteration 220F: 25 clusters Score -1.804649e+08 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82977 members 
Mstep: Class 2 contains 57795 members 
Mstep: Class 3 contains 5638 members 
Mstep: Class 4 contains 167574 members 
Mstep: Class 5 contains 92240 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 169371 members 
Mstep: Class 8 contains 56473 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47467 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1676 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 128945 members 
Mstep: Class 16 contains 17464 members 
Mstep: Class 17 contains 50322 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 91815 members 
Mstep: Class 21 contains 74505 members 
Mstep: Class 22 contains 156470 members 
Mstep: Class 23 contains 173392 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464880.000000 Penalty: 84149.148438
Iteration 221Q: 25 clusters Score -1.804649e+08 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 82987 members 
Mstep: Class 2 contains 57724 members 
Mstep: Class 3 contains 5646 members 
Mstep: Class 4 contains 167597 members 
Mstep: Class 5 contains 93362 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 169350 members 
Mstep: Class 8 contains 56391 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47432 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1674 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 128192 members 
Mstep: Class 16 contains 17522 members 
Mstep: Class 17 contains 50223 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 91670 members 
Mstep: Class 21 contains 74428 members 
Mstep: Class 22 contains 156485 members 
Mstep: Class 23 contains 173440 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180464496.000000 Penalty: 84149.148438
Iteration 222Q: 25 clusters Score -1.804645e+08 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83008 members 
Mstep: Class 2 contains 57656 members 
Mstep: Class 3 contains 5650 members 
Mstep: Class 4 contains 167555 members 
Mstep: Class 5 contains 94517 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 169346 members 
Mstep: Class 8 contains 56305 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47397 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1669 members 
Mstep: Class 14 contains 968 members 
Mstep: Class 15 contains 127461 members 
Mstep: Class 16 contains 17574 members 
Mstep: Class 17 contains 50125 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 91534 members 
Mstep: Class 21 contains 74330 members 
Mstep: Class 22 contains 156531 members 
Mstep: Class 23 contains 173466 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465024.000000 Penalty: 84149.148438
Iteration 223Q: 25 clusters Score -1.80465e+08 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83040 members 
Mstep: Class 2 contains 57586 members 
Mstep: Class 3 contains 5654 members 
Mstep: Class 4 contains 167554 members 
Mstep: Class 5 contains 95713 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 169314 members 
Mstep: Class 8 contains 56195 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47344 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1662 members 
Mstep: Class 14 contains 967 members 
Mstep: Class 15 contains 126719 members 
Mstep: Class 16 contains 17634 members 
Mstep: Class 17 contains 50032 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 91378 members 
Mstep: Class 21 contains 74224 members 
Mstep: Class 22 contains 156548 members 
Mstep: Class 23 contains 173528 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465248.000000 Penalty: 84149.148438
Iteration 224Q: 25 clusters Score -1.804652e+08 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83067 members 
Mstep: Class 2 contains 57522 members 
Mstep: Class 3 contains 5658 members 
Mstep: Class 4 contains 167515 members 
Mstep: Class 5 contains 96883 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 169319 members 
Mstep: Class 8 contains 56079 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47297 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1653 members 
Mstep: Class 14 contains 966 members 
Mstep: Class 15 contains 126011 members 
Mstep: Class 16 contains 17685 members 
Mstep: Class 17 contains 49930 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 91202 members 
Mstep: Class 21 contains 74134 members 
Mstep: Class 22 contains 156582 members 
Mstep: Class 23 contains 173590 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465264.000000 Penalty: 84149.148438
Iteration 225Q: 25 clusters Score -1.804653e+08 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83089 members 
Mstep: Class 2 contains 57488 members 
Mstep: Class 3 contains 5666 members 
Mstep: Class 4 contains 167440 members 
Mstep: Class 5 contains 98078 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 169339 members 
Mstep: Class 8 contains 55949 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47261 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1644 members 
Mstep: Class 14 contains 965 members 
Mstep: Class 15 contains 125210 members 
Mstep: Class 16 contains 17734 members 
Mstep: Class 17 contains 49840 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 91046 members 
Mstep: Class 21 contains 74045 members 
Mstep: Class 22 contains 156604 members 
Mstep: Class 23 contains 173695 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465120.000000 Penalty: 84149.148438
Iteration 226Q: 25 clusters Score -1.804651e+08 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83126 members 
Mstep: Class 2 contains 57435 members 
Mstep: Class 3 contains 5672 members 
Mstep: Class 4 contains 167338 members 
Mstep: Class 5 contains 99300 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 169328 members 
Mstep: Class 8 contains 55821 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47232 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1637 members 
Mstep: Class 14 contains 966 members 
Mstep: Class 15 contains 124415 members 
Mstep: Class 16 contains 17773 members 
Mstep: Class 17 contains 49751 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 90897 members 
Mstep: Class 21 contains 73940 members 
Mstep: Class 22 contains 156639 members 
Mstep: Class 23 contains 173824 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465008.000000 Penalty: 84149.148438
Iteration 227Q: 25 clusters Score -1.80465e+08 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83168 members 
Mstep: Class 2 contains 57402 members 
Mstep: Class 3 contains 5675 members 
Mstep: Class 4 contains 167223 members 
Mstep: Class 5 contains 100580 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 169332 members 
Mstep: Class 8 contains 55692 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47208 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1627 members 
Mstep: Class 14 contains 966 members 
Mstep: Class 15 contains 123611 members 
Mstep: Class 16 contains 17820 members 
Mstep: Class 17 contains 49667 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 90720 members 
Mstep: Class 21 contains 73814 members 
Mstep: Class 22 contains 156631 members 
Mstep: Class 23 contains 173958 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465232.000000 Penalty: 84149.148438
Iteration 228Q: 25 clusters Score -1.804652e+08 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83213 members 
Mstep: Class 2 contains 57356 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 167088 members 
Mstep: Class 5 contains 101908 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 169326 members 
Mstep: Class 8 contains 55587 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47186 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1616 members 
Mstep: Class 14 contains 967 members 
Mstep: Class 15 contains 122784 members 
Mstep: Class 16 contains 17866 members 
Mstep: Class 17 contains 49562 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 90565 members 
Mstep: Class 21 contains 73717 members 
Mstep: Class 22 contains 156629 members 
Mstep: Class 23 contains 174046 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465408.000000 Penalty: 84149.148438
Iteration 229Q: 25 clusters Score -1.804654e+08 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83257 members 
Mstep: Class 2 contains 57288 members 
Mstep: Class 3 contains 5676 members 
Mstep: Class 4 contains 166971 members 
Mstep: Class 5 contains 103322 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 169339 members 
Mstep: Class 8 contains 55487 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47152 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1606 members 
Mstep: Class 14 contains 967 members 
Mstep: Class 15 contains 121906 members 
Mstep: Class 16 contains 17899 members 
Mstep: Class 17 contains 49462 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 90382 members 
Mstep: Class 21 contains 73633 members 
Mstep: Class 22 contains 156626 members 
Mstep: Class 23 contains 174120 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180465936.000000 Penalty: 84149.148438
Iteration 230Q: 25 clusters Score -1.804659e+08 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83273 members 
Mstep: Class 2 contains 57192 members 
Mstep: Class 3 contains 5677 members 
Mstep: Class 4 contains 166856 members 
Mstep: Class 5 contains 104813 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 169362 members 
Mstep: Class 8 contains 55397 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47137 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1595 members 
Mstep: Class 14 contains 967 members 
Mstep: Class 15 contains 121009 members 
Mstep: Class 16 contains 17937 members 
Mstep: Class 17 contains 49349 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 90157 members 
Mstep: Class 21 contains 73548 members 
Mstep: Class 22 contains 156647 members 
Mstep: Class 23 contains 174177 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180466576.000000 Penalty: 84149.148438
Iteration 231Q: 25 clusters Score -1.804666e+08 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83306 members 
Mstep: Class 2 contains 57090 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 166768 members 
Mstep: Class 5 contains 106325 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 169387 members 
Mstep: Class 8 contains 55317 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47103 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1586 members 
Mstep: Class 14 contains 968 members 
Mstep: Class 15 contains 120074 members 
Mstep: Class 16 contains 17960 members 
Mstep: Class 17 contains 49235 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 89957 members 
Mstep: Class 21 contains 73473 members 
Mstep: Class 22 contains 156719 members 
Mstep: Class 23 contains 174147 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180466880.000000 Penalty: 84149.148438
Iteration 232Q: 25 clusters Score -1.804669e+08 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83333 members 
Mstep: Class 2 contains 56997 members 
Mstep: Class 3 contains 5678 members 
Mstep: Class 4 contains 166662 members 
Mstep: Class 5 contains 107876 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 169395 members 
Mstep: Class 8 contains 55233 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47088 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 119099 members 
Mstep: Class 16 contains 17974 members 
Mstep: Class 17 contains 49120 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 89758 members 
Mstep: Class 21 contains 73371 members 
Mstep: Class 22 contains 156778 members 
Mstep: Class 23 contains 174185 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180467472.000000 Penalty: 84149.148438
Iteration 233Q: 25 clusters Score -1.804675e+08 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83376 members 
Mstep: Class 2 contains 56894 members 
Mstep: Class 3 contains 5679 members 
Mstep: Class 4 contains 166535 members 
Mstep: Class 5 contains 109458 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 169474 members 
Mstep: Class 8 contains 55143 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47096 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1573 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 118098 members 
Mstep: Class 16 contains 17983 members 
Mstep: Class 17 contains 48989 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 89562 members 
Mstep: Class 21 contains 73258 members 
Mstep: Class 22 contains 156786 members 
Mstep: Class 23 contains 174220 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180467952.000000 Penalty: 84149.148438
Iteration 234Q: 25 clusters Score -1.80468e+08 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83426 members 
Mstep: Class 2 contains 56801 members 
Mstep: Class 3 contains 5679 members 
Mstep: Class 4 contains 166340 members 
Mstep: Class 5 contains 111012 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 169527 members 
Mstep: Class 8 contains 55057 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47092 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1569 members 
Mstep: Class 14 contains 971 members 
Mstep: Class 15 contains 117073 members 
Mstep: Class 16 contains 17988 members 
Mstep: Class 17 contains 48893 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 89418 members 
Mstep: Class 21 contains 73150 members 
Mstep: Class 22 contains 156744 members 
Mstep: Class 23 contains 174352 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180468736.000000 Penalty: 84149.148438
Iteration 235Q: 25 clusters Score -1.804687e+08 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83473 members 
Mstep: Class 2 contains 56717 members 
Mstep: Class 3 contains 5680 members 
Mstep: Class 4 contains 166140 members 
Mstep: Class 5 contains 112652 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 169568 members 
Mstep: Class 8 contains 54980 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47068 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1555 members 
Mstep: Class 14 contains 972 members 
Mstep: Class 15 contains 116035 members 
Mstep: Class 16 contains 17983 members 
Mstep: Class 17 contains 48806 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 89267 members 
Mstep: Class 21 contains 73047 members 
Mstep: Class 22 contains 156747 members 
Mstep: Class 23 contains 174402 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180468336.000000 Penalty: 84149.148438
Iteration 236Q: 25 clusters Score -1.804683e+08 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83505 members 
Mstep: Class 2 contains 56628 members 
Mstep: Class 3 contains 5682 members 
Mstep: Class 4 contains 165918 members 
Mstep: Class 5 contains 114459 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 169609 members 
Mstep: Class 8 contains 54895 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47039 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1542 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 114987 members 
Mstep: Class 16 contains 17993 members 
Mstep: Class 17 contains 48724 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 89096 members 
Mstep: Class 21 contains 72934 members 
Mstep: Class 22 contains 156682 members 
Mstep: Class 23 contains 174426 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180468848.000000 Penalty: 84149.148438
Iteration 237Q: 25 clusters Score -1.804688e+08 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83530 members 
Mstep: Class 2 contains 56527 members 
Mstep: Class 3 contains 5686 members 
Mstep: Class 4 contains 165696 members 
Mstep: Class 5 contains 116232 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 169726 members 
Mstep: Class 8 contains 54807 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 47015 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1531 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 113894 members 
Mstep: Class 16 contains 18019 members 
Mstep: Class 17 contains 48666 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 88921 members 
Mstep: Class 21 contains 72835 members 
Mstep: Class 22 contains 156619 members 
Mstep: Class 23 contains 174414 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180469248.000000 Penalty: 84149.148438
Iteration 238Q: 25 clusters Score -1.804692e+08 nChanged 4901
Entering ConstructFrom: 
Score: -180469248.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (83553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83553 members 
Entering Unmasked Estep 
Score: -10807558.000000 Penalty: 2810.642578
	Iteration 0F: 2 clusters Score -1.080756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -10751536.000000 Penalty: 5621.285156
	Iteration 0F: 3 clusters Score -1.075154e+07 nChanged 39244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -10773723.000000 Penalty: 5621.285156
	Iteration 1F: 3 clusters Score -1.077372e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -10774263.000000 Penalty: 5621.285156
	Iteration 2Q: 3 clusters Score -1.077426e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -10775041.000000 Penalty: 5621.285156
	Iteration 3Q: 3 clusters Score -1.077504e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -10776164.000000 Penalty: 5621.285156
	Iteration 4Q: 3 clusters Score -1.077616e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -10778125.000000 Penalty: 5621.285156
	Iteration 5Q: 3 clusters Score -1.077812e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -10781161.000000 Penalty: 5621.285156
	Iteration 6F: 3 clusters Score -1.078116e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 52931 members 
Entering Unmasked Estep 
Score: -10785038.000000 Penalty: 5621.285156
	Iteration 7F: 3 clusters Score -1.078504e+07 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -10789006.000000 Penalty: 5621.285156
	Iteration 8F: 3 clusters Score -1.078901e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 59684 members 
Entering Unmasked Estep 
Score: -10792295.000000 Penalty: 5621.285156
	Iteration 9F: 3 clusters Score -1.07923e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 62546 members 
Entering Unmasked Estep 
Score: -10794342.000000 Penalty: 5621.285156
	Iteration 10F: 3 clusters Score -1.079434e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 65277 members 
Entering Unmasked Estep 
Score: -10795939.000000 Penalty: 5621.285156
	Iteration 11Q: 3 clusters Score -1.079594e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 67957 members 
Entering Unmasked Estep 
Score: -10797308.000000 Penalty: 5621.285156
	Iteration 12Q: 3 clusters Score -1.079731e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 70632 members 
Entering Unmasked Estep 
Score: -10798660.000000 Penalty: 5621.285156
	Iteration 13Q: 3 clusters Score -1.079866e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 73236 members 
Entering Unmasked Estep 
Score: -10800053.000000 Penalty: 5621.285156
	Iteration 14Q: 3 clusters Score -1.080005e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 75753 members 
Entering Unmasked Estep 
Score: -10801467.000000 Penalty: 5621.285156
	Iteration 15Q: 3 clusters Score -1.080147e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 77848 members 
Entering Unmasked Estep 
Score: -10802801.000000 Penalty: 5621.285156
	Iteration 16Q: 3 clusters Score -1.08028e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 79507 members 
Entering Unmasked Estep 
Score: -10803780.000000 Penalty: 5621.285156
	Iteration 17Q: 3 clusters Score -1.080378e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 80656 members 
Entering Unmasked Estep 
Score: -10804347.000000 Penalty: 5621.285156
	Iteration 18Q: 3 clusters Score -1.080435e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 81409 members 
Entering Unmasked Estep 
Score: -10804732.000000 Penalty: 5621.285156
	Iteration 19Q: 3 clusters Score -1.080473e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 81897 members 
Entering Unmasked Estep 
Score: -10804973.000000 Penalty: 5621.285156
	Iteration 20F: 3 clusters Score -1.080497e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 82200 members 
Entering Unmasked Estep 
Score: -10805156.000000 Penalty: 5621.285156
	Iteration 21Q: 3 clusters Score -1.080516e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 82414 members 
Entering Unmasked Estep 
Score: -10805257.000000 Penalty: 5621.285156
	Iteration 22Q: 3 clusters Score -1.080526e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 82529 members 
Entering Unmasked Estep 
Score: -10805316.000000 Penalty: 5621.285156
	Iteration 23Q: 3 clusters Score -1.080532e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 82610 members 
Entering Unmasked Estep 
Score: -10805377.000000 Penalty: 5621.285156
	Iteration 24Q: 3 clusters Score -1.080538e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 82674 members 
Entering Unmasked Estep 
Score: -10805415.000000 Penalty: 5621.285156
	Iteration 25Q: 3 clusters Score -1.080542e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 82720 members 
Entering Unmasked Estep 
Score: -10805443.000000 Penalty: 5621.285156
	Iteration 26Q: 3 clusters Score -1.080544e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 82749 members 
Entering Unmasked Estep 
Score: -10805482.000000 Penalty: 5621.285156
	Iteration 27Q: 3 clusters Score -1.080548e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 82771 members 
Entering Unmasked Estep 
Score: -10805502.000000 Penalty: 5621.285156
	Iteration 28Q: 3 clusters Score -1.08055e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 82784 members 
Entering Unmasked Estep 
Score: -10805510.000000 Penalty: 5621.285156
	Iteration 29Q: 3 clusters Score -1.080551e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 82793 members 
Entering Unmasked Estep 
Score: -10805524.000000 Penalty: 5621.285156
	Iteration 30Q: 3 clusters Score -1.080552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 82804 members 
Entering Unmasked Estep 
Score: -10805502.000000 Penalty: 5621.285156
	Iteration 31Q: 3 clusters Score -1.08055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 82811 members 
Entering Unmasked Estep 
Score: -10805506.000000 Penalty: 5621.285156
	Iteration 32Q: 3 clusters Score -1.080551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 82818 members 
Entering Unmasked Estep 
Score: -10805508.000000 Penalty: 5621.285156
	Iteration 33Q: 3 clusters Score -1.080551e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 82828 members 
Entering Unmasked Estep 
Score: -10805503.000000 Penalty: 5621.285156
	Iteration 34Q: 3 clusters Score -1.08055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 82832 members 
Entering Unmasked Estep 
Score: -10805504.000000 Penalty: 5621.285156
	Iteration 35Q: 3 clusters Score -1.08055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 82837 members 
Entering Unmasked Estep 
Score: -10805514.000000 Penalty: 5621.285156
	Iteration 36Q: 3 clusters Score -1.080551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 82842 members 
Entering Unmasked Estep 
Score: -10805514.000000 Penalty: 5621.285156
	Iteration 37Q: 3 clusters Score -1.080551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 82843 members 
Entering Unmasked Estep 
Score: -10805509.000000 Penalty: 5621.285156
	Iteration 38Q: 3 clusters Score -1.080551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 82845 members 
Entering Unmasked Estep 
Score: -10805523.000000 Penalty: 5621.285156
	Iteration 39Q: 3 clusters Score -1.080552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 82847 members 
Entering Unmasked Estep 
Score: -10805519.000000 Penalty: 5621.285156
	Iteration 40F: 3 clusters Score -1.080552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56390 members 
Entering Unmasked Estep 
Score: -7482359.500000 Penalty: 2713.131836
	Iteration 0F: 2 clusters Score -7482360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -7444519.000000 Penalty: 5426.263672
	Iteration 0F: 3 clusters Score -7444519 nChanged 26121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -7458970.500000 Penalty: 5426.263672
	Iteration 1F: 3 clusters Score -7458970 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -7459558.500000 Penalty: 5426.263672
	Iteration 2Q: 3 clusters Score -7459558 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -7460088.500000 Penalty: 5426.263672
	Iteration 3Q: 3 clusters Score -7460088 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -7460644.000000 Penalty: 5426.263672
	Iteration 4Q: 3 clusters Score -7460644 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -7461417.500000 Penalty: 5426.263672
	Iteration 5Q: 3 clusters Score -7461418 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -7462426.000000 Penalty: 5426.263672
	Iteration 6Q: 3 clusters Score -7462426 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -7463935.500000 Penalty: 5426.263672
	Iteration 7Q: 3 clusters Score -7463936 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -7466284.000000 Penalty: 5426.263672
	Iteration 8F: 3 clusters Score -7466284 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -7469523.500000 Penalty: 5426.263672
	Iteration 9F: 3 clusters Score -7469524 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -7473220.000000 Penalty: 5426.263672
	Iteration 10F: 3 clusters Score -7473220 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -7476424.500000 Penalty: 5426.263672
	Iteration 11F: 3 clusters Score -7476424 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -7478501.500000 Penalty: 5426.263672
	Iteration 12Q: 3 clusters Score -7478502 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -7479682.000000 Penalty: 5426.263672
	Iteration 13Q: 3 clusters Score -7479682 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -7480257.000000 Penalty: 5426.263672
	Iteration 14Q: 3 clusters Score -7480257 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54812 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7480531.500000 Penalty: 5426.263672
	Iteration 15Q: 3 clusters Score -7480532 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54968 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7480686.500000 Penalty: 5426.263672
	Iteration 16Q: 3 clusters Score -7480686 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -7480809.500000 Penalty: 5426.263672
	Iteration 17Q: 3 clusters Score -7480810 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7480886.000000 Penalty: 5426.263672
	Iteration 18Q: 3 clusters Score -7480886 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -7480915.000000 Penalty: 5426.263672
	Iteration 19Q: 3 clusters Score -7480915 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55206 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7480958.000000 Penalty: 5426.263672
	Iteration 20F: 3 clusters Score -7480958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55227 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7480992.000000 Penalty: 5426.263672
	Iteration 21Q: 3 clusters Score -7480992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7481015.500000 Penalty: 5426.263672
	Iteration 22Q: 3 clusters Score -7481016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -7481024.500000 Penalty: 5426.263672
	Iteration 23Q: 3 clusters Score -7481024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7481047.500000 Penalty: 5426.263672
	Iteration 24Q: 3 clusters Score -7481048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7481048.000000 Penalty: 5426.263672
	Iteration 25Q: 3 clusters Score -7481048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7481053.000000 Penalty: 5426.263672
	Iteration 26Q: 3 clusters Score -7481053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7481064.500000 Penalty: 5426.263672
	Iteration 27Q: 3 clusters Score -7481064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -7481059.500000 Penalty: 5426.263672
	Iteration 28Q: 3 clusters Score -7481060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -7481059.500000 Penalty: 5426.263672
	Iteration 29Q: 3 clusters Score -7481060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -7481060.500000 Penalty: 5426.263672
	Iteration 30Q: 3 clusters Score -7481060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7481062.000000 Penalty: 5426.263672
	Iteration 31Q: 3 clusters Score -7481062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55266 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -7481064.500000 Penalty: 5426.263672
	Iteration 32Q: 3 clusters Score -7481064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7481065.500000 Penalty: 5426.263672
	Iteration 33Q: 3 clusters Score -7481066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7481065.500000 Penalty: 5426.263672
	Iteration 34F: 3 clusters Score -7481066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Entering Unmasked Estep 
Score: -720423.375000 Penalty: 2144.410645
	Iteration 0F: 2 clusters Score -720423.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -715478.937500 Penalty: 4288.821289
	Iteration 0F: 3 clusters Score -715478.9 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -716731.500000 Penalty: 4288.821289
	Iteration 1F: 3 clusters Score -716731.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -716994.812500 Penalty: 4288.821289
	Iteration 2F: 3 clusters Score -716994.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -717220.062500 Penalty: 4288.821289
	Iteration 3F: 3 clusters Score -717220.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -717406.000000 Penalty: 4288.821289
	Iteration 4Q: 3 clusters Score -717406 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -717588.250000 Penalty: 4288.821289
	Iteration 5Q: 3 clusters Score -717588.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -717735.187500 Penalty: 4288.821289
	Iteration 6Q: 3 clusters Score -717735.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -717843.375000 Penalty: 4288.821289
	Iteration 7Q: 3 clusters Score -717843.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -717911.312500 Penalty: 4288.821289
	Iteration 8Q: 3 clusters Score -717911.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -717989.500000 Penalty: 4288.821289
	Iteration 9Q: 3 clusters Score -717989.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -718037.937500 Penalty: 4288.821289
	Iteration 10Q: 3 clusters Score -718037.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -718079.250000 Penalty: 4288.821289
	Iteration 11Q: 3 clusters Score -718079.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -718121.312500 Penalty: 4288.821289
	Iteration 12Q: 3 clusters Score -718121.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -718160.875000 Penalty: 4288.821289
	Iteration 13Q: 3 clusters Score -718160.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -718198.437500 Penalty: 4288.821289
	Iteration 14Q: 3 clusters Score -718198.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -718235.062500 Penalty: 4288.821289
	Iteration 15Q: 3 clusters Score -718235.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -718264.437500 Penalty: 4288.821289
	Iteration 16Q: 3 clusters Score -718264.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -718292.812500 Penalty: 4288.821289
	Iteration 17Q: 3 clusters Score -718292.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -718319.937500 Penalty: 4288.821289
	Iteration 18Q: 3 clusters Score -718319.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -718344.687500 Penalty: 4288.821289
	Iteration 19Q: 3 clusters Score -718344.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -718368.937500 Penalty: 4288.821289
	Iteration 20F: 3 clusters Score -718368.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -718393.937500 Penalty: 4288.821289
	Iteration 21Q: 3 clusters Score -718393.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -718413.500000 Penalty: 4288.821289
	Iteration 22Q: 3 clusters Score -718413.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -718438.750000 Penalty: 4288.821289
	Iteration 23Q: 3 clusters Score -718438.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -718454.875000 Penalty: 4288.821289
	Iteration 24Q: 3 clusters Score -718454.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -718474.562500 Penalty: 4288.821289
	Iteration 25Q: 3 clusters Score -718474.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -718489.250000 Penalty: 4288.821289
	Iteration 26Q: 3 clusters Score -718489.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -718501.625000 Penalty: 4288.821289
	Iteration 27Q: 3 clusters Score -718501.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -718511.562500 Penalty: 4288.821289
	Iteration 28Q: 3 clusters Score -718511.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -718525.125000 Penalty: 4288.821289
	Iteration 29Q: 3 clusters Score -718525.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -718536.562500 Penalty: 4288.821289
	Iteration 30Q: 3 clusters Score -718536.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -718549.312500 Penalty: 4288.821289
	Iteration 31Q: 3 clusters Score -718549.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -718559.875000 Penalty: 4288.821289
	Iteration 32Q: 3 clusters Score -718559.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -718568.500000 Penalty: 4288.821289
	Iteration 33Q: 3 clusters Score -718568.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -718577.562500 Penalty: 4288.821289
	Iteration 34Q: 3 clusters Score -718577.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -718585.062500 Penalty: 4288.821289
	Iteration 35Q: 3 clusters Score -718585.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -718589.250000 Penalty: 4288.821289
	Iteration 36Q: 3 clusters Score -718589.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -718596.187500 Penalty: 4288.821289
	Iteration 37Q: 3 clusters Score -718596.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -718603.437500 Penalty: 4288.821289
	Iteration 38Q: 3 clusters Score -718603.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -718609.125000 Penalty: 4288.821289
	Iteration 39Q: 3 clusters Score -718609.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -718616.500000 Penalty: 4288.821289
	Iteration 40F: 3 clusters Score -718616.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -718622.812500 Penalty: 4288.821289
	Iteration 41Q: 3 clusters Score -718622.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -718626.625000 Penalty: 4288.821289
	Iteration 42Q: 3 clusters Score -718626.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -718630.812500 Penalty: 4288.821289
	Iteration 43Q: 3 clusters Score -718630.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -718635.312500 Penalty: 4288.821289
	Iteration 44Q: 3 clusters Score -718635.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -718638.375000 Penalty: 4288.821289
	Iteration 45Q: 3 clusters Score -718638.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -718643.937500 Penalty: 4288.821289
	Iteration 46Q: 3 clusters Score -718643.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -718652.125000 Penalty: 4288.821289
	Iteration 47Q: 3 clusters Score -718652.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -718659.500000 Penalty: 4288.821289
	Iteration 48Q: 3 clusters Score -718659.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -718665.875000 Penalty: 4288.821289
	Iteration 49Q: 3 clusters Score -718665.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -718670.500000 Penalty: 4288.821289
	Iteration 50Q: 3 clusters Score -718670.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -718676.812500 Penalty: 4288.821289
	Iteration 51Q: 3 clusters Score -718676.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -718686.500000 Penalty: 4288.821289
	Iteration 52Q: 3 clusters Score -718686.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -718693.937500 Penalty: 4288.821289
	Iteration 53Q: 3 clusters Score -718693.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -718701.562500 Penalty: 4288.821289
	Iteration 54Q: 3 clusters Score -718701.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -718707.125000 Penalty: 4288.821289
	Iteration 55Q: 3 clusters Score -718707.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -718712.187500 Penalty: 4288.821289
	Iteration 56Q: 3 clusters Score -718712.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -718716.750000 Penalty: 4288.821289
	Iteration 57Q: 3 clusters Score -718716.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -718724.187500 Penalty: 4288.821289
	Iteration 58Q: 3 clusters Score -718724.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -718730.375000 Penalty: 4288.821289
	Iteration 59Q: 3 clusters Score -718730.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -718731.125000 Penalty: 4288.821289
	Iteration 60F: 3 clusters Score -718731.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -718733.062500 Penalty: 4288.821289
	Iteration 61Q: 3 clusters Score -718733.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -718733.562500 Penalty: 4288.821289
	Iteration 62Q: 3 clusters Score -718733.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -718733.250000 Penalty: 4288.821289
	Iteration 63Q: 3 clusters Score -718733.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -718734.250000 Penalty: 4288.821289
	Iteration 64Q: 3 clusters Score -718734.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -718735.062500 Penalty: 4288.821289
	Iteration 65Q: 3 clusters Score -718735.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -718736.687500 Penalty: 4288.821289
	Iteration 66Q: 3 clusters Score -718736.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -718737.500000 Penalty: 4288.821289
	Iteration 67Q: 3 clusters Score -718737.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -718737.187500 Penalty: 4288.821289
	Iteration 68Q: 3 clusters Score -718737.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -718736.875000 Penalty: 4288.821289
	Iteration 69Q: 3 clusters Score -718736.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -718740.937500 Penalty: 4288.821289
	Iteration 70Q: 3 clusters Score -718740.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -718744.437500 Penalty: 4288.821289
	Iteration 71Q: 3 clusters Score -718744.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -718745.562500 Penalty: 4288.821289
	Iteration 72Q: 3 clusters Score -718745.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -718746.687500 Penalty: 4288.821289
	Iteration 73Q: 3 clusters Score -718746.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -718747.312500 Penalty: 4288.821289
	Iteration 74Q: 3 clusters Score -718747.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -718751.750000 Penalty: 4288.821289
	Iteration 75Q: 3 clusters Score -718751.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -718754.937500 Penalty: 4288.821289
	Iteration 76Q: 3 clusters Score -718754.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -718757.125000 Penalty: 4288.821289
	Iteration 77Q: 3 clusters Score -718757.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -718759.750000 Penalty: 4288.821289
	Iteration 78Q: 3 clusters Score -718759.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -718763.125000 Penalty: 4288.821289
	Iteration 79Q: 3 clusters Score -718763.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -718763.000000 Penalty: 4288.821289
	Iteration 80F: 3 clusters Score -718763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -718766.625000 Penalty: 4288.821289
	Iteration 81Q: 3 clusters Score -718766.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -718767.937500 Penalty: 4288.821289
	Iteration 82Q: 3 clusters Score -718767.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -718770.312500 Penalty: 4288.821289
	Iteration 83Q: 3 clusters Score -718770.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -718770.875000 Penalty: 4288.821289
	Iteration 84Q: 3 clusters Score -718770.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -718771.750000 Penalty: 4288.821289
	Iteration 85Q: 3 clusters Score -718771.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -718771.375000 Penalty: 4288.821289
	Iteration 86Q: 3 clusters Score -718771.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -718772.562500 Penalty: 4288.821289
	Iteration 87Q: 3 clusters Score -718772.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -718771.500000 Penalty: 4288.821289
	Iteration 88Q: 3 clusters Score -718771.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -718772.687500 Penalty: 4288.821289
	Iteration 89Q: 3 clusters Score -718772.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -718771.312500 Penalty: 4288.821289
	Iteration 90Q: 3 clusters Score -718771.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -718771.312500 Penalty: 4288.821289
	Iteration 91F: 3 clusters Score -718771.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (165465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165465 members 
Entering Unmasked Estep 
Score: -22118292.000000 Penalty: 2980.095703
	Iteration 0F: 2 clusters Score -2.211829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82600 members 
Mstep: Class 2 contains 82865 members 
Entering Unmasked Estep 
Score: -22008976.000000 Penalty: 5960.191406
	Iteration 0F: 3 clusters Score -2.200898e+07 nChanged 79313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81949 members 
Mstep: Class 2 contains 83516 members 
Entering Unmasked Estep 
Score: -22055734.000000 Penalty: 5960.191406
	Iteration 1F: 3 clusters Score -2.205573e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81832 members 
Mstep: Class 2 contains 83633 members 
Entering Unmasked Estep 
Score: -22057366.000000 Penalty: 5960.191406
	Iteration 2Q: 3 clusters Score -2.205737e+07 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81956 members 
Mstep: Class 2 contains 83509 members 
Entering Unmasked Estep 
Score: -22059784.000000 Penalty: 5960.191406
	Iteration 3Q: 3 clusters Score -2.205978e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82813 members 
Mstep: Class 2 contains 82652 members 
Entering Unmasked Estep 
Score: -22063512.000000 Penalty: 5960.191406
	Iteration 4Q: 3 clusters Score -2.206351e+07 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84789 members 
Mstep: Class 2 contains 80676 members 
Entering Unmasked Estep 
Score: -22068546.000000 Penalty: 5960.191406
	Iteration 5F: 3 clusters Score -2.206855e+07 nChanged 10822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88099 members 
Mstep: Class 2 contains 77366 members 
Entering Unmasked Estep 
Score: -22075770.000000 Penalty: 5960.191406
	Iteration 6F: 3 clusters Score -2.207577e+07 nChanged 11856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92483 members 
Mstep: Class 2 contains 72982 members 
Entering Unmasked Estep 
Score: -22084274.000000 Penalty: 5960.191406
	Iteration 7F: 3 clusters Score -2.208427e+07 nChanged 11618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97211 members 
Mstep: Class 2 contains 68254 members 
Entering Unmasked Estep 
Score: -22092968.000000 Penalty: 5960.191406
	Iteration 8F: 3 clusters Score -2.209297e+07 nChanged 9772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101383 members 
Mstep: Class 2 contains 64082 members 
Entering Unmasked Estep 
Score: -22099832.000000 Penalty: 5960.191406
	Iteration 9F: 3 clusters Score -2.209983e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104575 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
Score: -22103376.000000 Penalty: 5960.191406
	Iteration 10Q: 3 clusters Score -2.210338e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107103 members 
Mstep: Class 2 contains 58362 members 
Entering Unmasked Estep 
Score: -22104856.000000 Penalty: 5960.191406
	Iteration 11Q: 3 clusters Score -2.210486e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109240 members 
Mstep: Class 2 contains 56225 members 
Entering Unmasked Estep 
Score: -22105772.000000 Penalty: 5960.191406
	Iteration 12Q: 3 clusters Score -2.210577e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111176 members 
Mstep: Class 2 contains 54289 members 
Entering Unmasked Estep 
Score: -22106570.000000 Penalty: 5960.191406
	Iteration 13Q: 3 clusters Score -2.210657e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113007 members 
Mstep: Class 2 contains 52458 members 
Entering Unmasked Estep 
Score: -22107302.000000 Penalty: 5960.191406
	Iteration 14Q: 3 clusters Score -2.21073e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114774 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -22107946.000000 Penalty: 5960.191406
	Iteration 15Q: 3 clusters Score -2.210795e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116409 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -22108400.000000 Penalty: 5960.191406
	Iteration 16Q: 3 clusters Score -2.21084e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117969 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -22108830.000000 Penalty: 5960.191406
	Iteration 17Q: 3 clusters Score -2.210883e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119492 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -22109324.000000 Penalty: 5960.191406
	Iteration 18Q: 3 clusters Score -2.210932e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121000 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -22109792.000000 Penalty: 5960.191406
	Iteration 19Q: 3 clusters Score -2.210979e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122588 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -22110138.000000 Penalty: 5960.191406
	Iteration 20F: 3 clusters Score -2.211014e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124219 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -22110602.000000 Penalty: 5960.191406
	Iteration 21Q: 3 clusters Score -2.21106e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125826 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -22110988.000000 Penalty: 5960.191406
	Iteration 22Q: 3 clusters Score -2.211099e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127425 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -22111382.000000 Penalty: 5960.191406
	Iteration 23Q: 3 clusters Score -2.211138e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128951 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -22111762.000000 Penalty: 5960.191406
	Iteration 24Q: 3 clusters Score -2.211176e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130444 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -22112126.000000 Penalty: 5960.191406
	Iteration 25Q: 3 clusters Score -2.211213e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131920 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -22112396.000000 Penalty: 5960.191406
	Iteration 26Q: 3 clusters Score -2.21124e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133402 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -22112790.000000 Penalty: 5960.191406
	Iteration 27Q: 3 clusters Score -2.211279e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134869 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -22113026.000000 Penalty: 5960.191406
	Iteration 28Q: 3 clusters Score -2.211303e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136293 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -22113284.000000 Penalty: 5960.191406
	Iteration 29Q: 3 clusters Score -2.211328e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137671 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -22113652.000000 Penalty: 5960.191406
	Iteration 30Q: 3 clusters Score -2.211365e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139022 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -22113920.000000 Penalty: 5960.191406
	Iteration 31Q: 3 clusters Score -2.211392e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140381 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -22114240.000000 Penalty: 5960.191406
	Iteration 32Q: 3 clusters Score -2.211424e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141655 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -22114576.000000 Penalty: 5960.191406
	Iteration 33Q: 3 clusters Score -2.211458e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142878 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -22114912.000000 Penalty: 5960.191406
	Iteration 34Q: 3 clusters Score -2.211491e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144127 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -22115166.000000 Penalty: 5960.191406
	Iteration 35Q: 3 clusters Score -2.211517e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145427 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -22115534.000000 Penalty: 5960.191406
	Iteration 36Q: 3 clusters Score -2.211553e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146693 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -22115844.000000 Penalty: 5960.191406
	Iteration 37Q: 3 clusters Score -2.211584e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147967 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -22116114.000000 Penalty: 5960.191406
	Iteration 38Q: 3 clusters Score -2.211611e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149200 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -22116410.000000 Penalty: 5960.191406
	Iteration 39Q: 3 clusters Score -2.211641e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150345 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -22116658.000000 Penalty: 5960.191406
	Iteration 40F: 3 clusters Score -2.211666e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151498 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -22116850.000000 Penalty: 5960.191406
	Iteration 41Q: 3 clusters Score -2.211685e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152503 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -22117028.000000 Penalty: 5960.191406
	Iteration 42Q: 3 clusters Score -2.211703e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153389 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -22117264.000000 Penalty: 5960.191406
	Iteration 43Q: 3 clusters Score -2.211726e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154200 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -22117336.000000 Penalty: 5960.191406
	Iteration 44Q: 3 clusters Score -2.211734e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154962 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -22117414.000000 Penalty: 5960.191406
	Iteration 45Q: 3 clusters Score -2.211741e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155640 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -22117532.000000 Penalty: 5960.191406
	Iteration 46Q: 3 clusters Score -2.211753e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156267 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -22117554.000000 Penalty: 5960.191406
	Iteration 47Q: 3 clusters Score -2.211755e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156819 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -22117658.000000 Penalty: 5960.191406
	Iteration 48Q: 3 clusters Score -2.211766e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157327 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -22117684.000000 Penalty: 5960.191406
	Iteration 49Q: 3 clusters Score -2.211768e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157772 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -22117722.000000 Penalty: 5960.191406
	Iteration 50Q: 3 clusters Score -2.211772e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158191 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -22117740.000000 Penalty: 5960.191406
	Iteration 51Q: 3 clusters Score -2.211774e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158580 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -22117832.000000 Penalty: 5960.191406
	Iteration 52Q: 3 clusters Score -2.211783e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158932 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -22117796.000000 Penalty: 5960.191406
	Iteration 53Q: 3 clusters Score -2.21178e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159257 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -22117780.000000 Penalty: 5960.191406
	Iteration 54Q: 3 clusters Score -2.211778e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159557 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -22117794.000000 Penalty: 5960.191406
	Iteration 55Q: 3 clusters Score -2.211779e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159840 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -22117780.000000 Penalty: 5960.191406
	Iteration 56Q: 3 clusters Score -2.211778e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160090 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -22117806.000000 Penalty: 5960.191406
	Iteration 57Q: 3 clusters Score -2.211781e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160313 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -22117710.000000 Penalty: 5960.191406
	Iteration 58Q: 3 clusters Score -2.211771e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160507 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -22117700.000000 Penalty: 5960.191406
	Iteration 59Q: 3 clusters Score -2.21177e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160682 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -22117704.000000 Penalty: 5960.191406
	Iteration 60F: 3 clusters Score -2.21177e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160829 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -22117662.000000 Penalty: 5960.191406
	Iteration 61Q: 3 clusters Score -2.211766e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160982 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -22117672.000000 Penalty: 5960.191406
	Iteration 62Q: 3 clusters Score -2.211767e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161122 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -22117694.000000 Penalty: 5960.191406
	Iteration 63Q: 3 clusters Score -2.211769e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161243 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -22117670.000000 Penalty: 5960.191406
	Iteration 64Q: 3 clusters Score -2.211767e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161382 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -22117686.000000 Penalty: 5960.191406
	Iteration 65Q: 3 clusters Score -2.211769e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161507 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -22117648.000000 Penalty: 5960.191406
	Iteration 66Q: 3 clusters Score -2.211765e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161623 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -22117670.000000 Penalty: 5960.191406
	Iteration 67Q: 3 clusters Score -2.211767e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161729 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -22117642.000000 Penalty: 5960.191406
	Iteration 68Q: 3 clusters Score -2.211764e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161826 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -22117660.000000 Penalty: 5960.191406
	Iteration 69Q: 3 clusters Score -2.211766e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161917 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -22117642.000000 Penalty: 5960.191406
	Iteration 70Q: 3 clusters Score -2.211764e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162007 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -22117638.000000 Penalty: 5960.191406
	Iteration 71Q: 3 clusters Score -2.211764e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162085 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -22117630.000000 Penalty: 5960.191406
	Iteration 72Q: 3 clusters Score -2.211763e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162145 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -22117634.000000 Penalty: 5960.191406
	Iteration 73Q: 3 clusters Score -2.211763e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162202 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -22117628.000000 Penalty: 5960.191406
	Iteration 74Q: 3 clusters Score -2.211763e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162238 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -22117628.000000 Penalty: 5960.191406
	Iteration 75Q: 3 clusters Score -2.211763e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162275 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -22117596.000000 Penalty: 5960.191406
	Iteration 76Q: 3 clusters Score -2.21176e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162306 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -22117622.000000 Penalty: 5960.191406
	Iteration 77Q: 3 clusters Score -2.211762e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162333 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -22117588.000000 Penalty: 5960.191406
	Iteration 78Q: 3 clusters Score -2.211759e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162352 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -22117596.000000 Penalty: 5960.191406
	Iteration 79Q: 3 clusters Score -2.21176e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162372 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -22117584.000000 Penalty: 5960.191406
	Iteration 80F: 3 clusters Score -2.211758e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162389 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -22117568.000000 Penalty: 5960.191406
	Iteration 81Q: 3 clusters Score -2.211757e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162403 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -22117572.000000 Penalty: 5960.191406
	Iteration 82Q: 3 clusters Score -2.211757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162412 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -22117560.000000 Penalty: 5960.191406
	Iteration 83Q: 3 clusters Score -2.211756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162421 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -22117570.000000 Penalty: 5960.191406
	Iteration 84Q: 3 clusters Score -2.211757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162428 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -22117554.000000 Penalty: 5960.191406
	Iteration 85Q: 3 clusters Score -2.211755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162430 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -22117554.000000 Penalty: 5960.191406
	Iteration 86Q: 3 clusters Score -2.211755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162431 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -22117552.000000 Penalty: 5960.191406
	Iteration 87Q: 3 clusters Score -2.211755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162433 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -22117550.000000 Penalty: 5960.191406
	Iteration 88Q: 3 clusters Score -2.211755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162436 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -22117546.000000 Penalty: 5960.191406
	Iteration 89Q: 3 clusters Score -2.211755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162438 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -22117544.000000 Penalty: 5960.191406
	Iteration 90Q: 3 clusters Score -2.211754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162441 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -22117532.000000 Penalty: 5960.191406
	Iteration 91Q: 3 clusters Score -2.211753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162443 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -22117530.000000 Penalty: 5960.191406
	Iteration 92Q: 3 clusters Score -2.211753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162445 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -22117542.000000 Penalty: 5960.191406
	Iteration 93Q: 3 clusters Score -2.211754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162448 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -22117532.000000 Penalty: 5960.191406
	Iteration 94Q: 3 clusters Score -2.211753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162452 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -22117546.000000 Penalty: 5960.191406
	Iteration 95Q: 3 clusters Score -2.211755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162458 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -22117542.000000 Penalty: 5960.191406
	Iteration 96Q: 3 clusters Score -2.211754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162461 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -22117536.000000 Penalty: 5960.191406
	Iteration 97Q: 3 clusters Score -2.211754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162461 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -22117536.000000 Penalty: 5960.191406
	Iteration 98F: 3 clusters Score -2.211754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (118041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118041 members 
Entering Unmasked Estep 
Score: -16167433.000000 Penalty: 2896.339355
	Iteration 0F: 2 clusters Score -1.616743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59287 members 
Mstep: Class 2 contains 58754 members 
Entering Unmasked Estep 
Score: -16088668.000000 Penalty: 5792.678711
	Iteration 0F: 3 clusters Score -1.608867e+07 nChanged 55860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62107 members 
Mstep: Class 2 contains 55934 members 
Entering Unmasked Estep 
Score: -16121216.000000 Penalty: 5792.678711
	Iteration 1F: 3 clusters Score -1.612122e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 54262 members 
Entering Unmasked Estep 
Score: -16122175.000000 Penalty: 5792.678711
	Iteration 2Q: 3 clusters Score -1.612218e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66180 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -16123427.000000 Penalty: 5792.678711
	Iteration 3Q: 3 clusters Score -1.612343e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69787 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -16125252.000000 Penalty: 5792.678711
	Iteration 4Q: 3 clusters Score -1.612525e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74973 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -16128284.000000 Penalty: 5792.678711
	Iteration 5Q: 3 clusters Score -1.612828e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81953 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -16133083.000000 Penalty: 5792.678711
	Iteration 6F: 3 clusters Score -1.613308e+07 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90549 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -16140136.000000 Penalty: 5792.678711
	Iteration 7F: 3 clusters Score -1.614014e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99272 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -16148204.000000 Penalty: 5792.678711
	Iteration 8F: 3 clusters Score -1.61482e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106334 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -16154877.000000 Penalty: 5792.678711
	Iteration 9F: 3 clusters Score -1.615488e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111184 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -16159279.000000 Penalty: 5792.678711
	Iteration 10Q: 3 clusters Score -1.615928e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114125 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -16161904.000000 Penalty: 5792.678711
	Iteration 11Q: 3 clusters Score -1.61619e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115748 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -16163246.000000 Penalty: 5792.678711
	Iteration 12Q: 3 clusters Score -1.616325e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116589 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -16164015.000000 Penalty: 5792.678711
	Iteration 13Q: 3 clusters Score -1.616402e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117018 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -16164402.000000 Penalty: 5792.678711
	Iteration 14Q: 3 clusters Score -1.61644e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117239 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -16164593.000000 Penalty: 5792.678711
	Iteration 15Q: 3 clusters Score -1.616459e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117362 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -16164667.000000 Penalty: 5792.678711
	Iteration 16Q: 3 clusters Score -1.616467e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117433 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -16164732.000000 Penalty: 5792.678711
	Iteration 17Q: 3 clusters Score -1.616473e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117487 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -16164776.000000 Penalty: 5792.678711
	Iteration 18Q: 3 clusters Score -1.616478e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117526 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -16164825.000000 Penalty: 5792.678711
	Iteration 19Q: 3 clusters Score -1.616482e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117545 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -16164839.000000 Penalty: 5792.678711
	Iteration 20F: 3 clusters Score -1.616484e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117556 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -16164834.000000 Penalty: 5792.678711
	Iteration 21Q: 3 clusters Score -1.616483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117563 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -16164845.000000 Penalty: 5792.678711
	Iteration 22Q: 3 clusters Score -1.616484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117568 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -16164847.000000 Penalty: 5792.678711
	Iteration 23Q: 3 clusters Score -1.616485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117570 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -16164844.000000 Penalty: 5792.678711
	Iteration 24Q: 3 clusters Score -1.616484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117574 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -16164850.000000 Penalty: 5792.678711
	Iteration 25Q: 3 clusters Score -1.616485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117576 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -16164846.000000 Penalty: 5792.678711
	Iteration 26Q: 3 clusters Score -1.616485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117578 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -16164845.000000 Penalty: 5792.678711
	Iteration 27Q: 3 clusters Score -1.616484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117577 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -16164839.000000 Penalty: 5792.678711
	Iteration 28Q: 3 clusters Score -1.616484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117577 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -16164843.000000 Penalty: 5792.678711
	Iteration 29Q: 3 clusters Score -1.616484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117577 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -16164843.000000 Penalty: 5792.678711
	Iteration 30F: 3 clusters Score -1.616484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -30496.980469 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -30496.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29306.541016 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -29306.54 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29647.914062 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -29647.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30184.310547 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -30184.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30424.099609 Penalty: 2846.937256
	Iteration 3F: 3 clusters Score -30424.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30672.083984 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -30672.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -31217.681641 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -31217.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -31226.125000 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -31226.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -31246.816406 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -31246.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -31248.957031 Penalty: 2846.937256
	Iteration 8Q: 3 clusters Score -31248.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -31248.957031 Penalty: 2846.937256
	Iteration 9F: 3 clusters Score -31248.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83553 members 
Mstep: Class 2 contains 56390 members 
Mstep: Class 3 contains 5692 members 
Mstep: Class 4 contains 165465 members 
Mstep: Class 5 contains 118041 members 
Mstep: Class 6 contains 203 members 
Mstep: Class 7 contains 169864 members 
Mstep: Class 8 contains 54726 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 46970 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 112812 members 
Mstep: Class 16 contains 18035 members 
Mstep: Class 17 contains 48602 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 88738 members 
Mstep: Class 21 contains 72728 members 
Mstep: Class 22 contains 156596 members 
Mstep: Class 23 contains 174380 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 108 members 
Entering Unmasked Estep 
Score: -180468656.000000 Penalty: 87655.367188
Splitting cluster 6 changes total score from -180469248.000000 to -180468656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (169864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169864 members 
Entering Unmasked Estep 
Score: -22577686.000000 Penalty: 2986.602783
	Iteration 0F: 2 clusters Score -2.257769e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84829 members 
Mstep: Class 2 contains 85035 members 
Entering Unmasked Estep 
Score: -22466690.000000 Penalty: 5973.205566
	Iteration 0F: 3 clusters Score -2.246669e+07 nChanged 81170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82819 members 
Mstep: Class 2 contains 87045 members 
Entering Unmasked Estep 
Score: -22513668.000000 Penalty: 5973.205566
	Iteration 1F: 3 clusters Score -2.251367e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81136 members 
Mstep: Class 2 contains 88728 members 
Entering Unmasked Estep 
Score: -22515090.000000 Penalty: 5973.205566
	Iteration 2Q: 3 clusters Score -2.251509e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78439 members 
Mstep: Class 2 contains 91425 members 
Entering Unmasked Estep 
Score: -22517314.000000 Penalty: 5973.205566
	Iteration 3Q: 3 clusters Score -2.251731e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74345 members 
Mstep: Class 2 contains 95519 members 
Entering Unmasked Estep 
Score: -22520678.000000 Penalty: 5973.205566
	Iteration 4Q: 3 clusters Score -2.252068e+07 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68651 members 
Mstep: Class 2 contains 101213 members 
Entering Unmasked Estep 
Score: -22525910.000000 Penalty: 5973.205566
	Iteration 5F: 3 clusters Score -2.252591e+07 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61671 members 
Mstep: Class 2 contains 108193 members 
Entering Unmasked Estep 
Score: -22532324.000000 Penalty: 5973.205566
	Iteration 6F: 3 clusters Score -2.253232e+07 nChanged 11101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53764 members 
Mstep: Class 2 contains 116100 members 
Entering Unmasked Estep 
Score: -22539490.000000 Penalty: 5973.205566
	Iteration 7F: 3 clusters Score -2.253949e+07 nChanged 10550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 124358 members 
Entering Unmasked Estep 
Score: -22546266.000000 Penalty: 5973.205566
	Iteration 8F: 3 clusters Score -2.254627e+07 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 132262 members 
Entering Unmasked Estep 
Score: -22552734.000000 Penalty: 5973.205566
	Iteration 9F: 3 clusters Score -2.255273e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 139321 members 
Entering Unmasked Estep 
Score: -22558178.000000 Penalty: 5973.205566
	Iteration 10Q: 3 clusters Score -2.255818e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 145209 members 
Entering Unmasked Estep 
Score: -22562468.000000 Penalty: 5973.205566
	Iteration 11Q: 3 clusters Score -2.256247e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 149994 members 
Entering Unmasked Estep 
Score: -22565502.000000 Penalty: 5973.205566
	Iteration 12Q: 3 clusters Score -2.25655e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 153861 members 
Entering Unmasked Estep 
Score: -22567844.000000 Penalty: 5973.205566
	Iteration 13Q: 3 clusters Score -2.256784e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 157021 members 
Entering Unmasked Estep 
Score: -22569844.000000 Penalty: 5973.205566
	Iteration 14Q: 3 clusters Score -2.256984e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 159562 members 
Entering Unmasked Estep 
Score: -22571326.000000 Penalty: 5973.205566
	Iteration 15Q: 3 clusters Score -2.257133e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 161563 members 
Entering Unmasked Estep 
Score: -22572184.000000 Penalty: 5973.205566
	Iteration 16Q: 3 clusters Score -2.257218e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 163132 members 
Entering Unmasked Estep 
Score: -22572900.000000 Penalty: 5973.205566
	Iteration 17Q: 3 clusters Score -2.25729e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 164366 members 
Entering Unmasked Estep 
Score: -22573408.000000 Penalty: 5973.205566
	Iteration 18Q: 3 clusters Score -2.257341e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 165324 members 
Entering Unmasked Estep 
Score: -22573826.000000 Penalty: 5973.205566
	Iteration 19Q: 3 clusters Score -2.257383e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 166094 members 
Entering Unmasked Estep 
Score: -22574074.000000 Penalty: 5973.205566
	Iteration 20F: 3 clusters Score -2.257407e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 166705 members 
Entering Unmasked Estep 
Score: -22574362.000000 Penalty: 5973.205566
	Iteration 21Q: 3 clusters Score -2.257436e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 167134 members 
Entering Unmasked Estep 
Score: -22574510.000000 Penalty: 5973.205566
	Iteration 22Q: 3 clusters Score -2.257451e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 167465 members 
Entering Unmasked Estep 
Score: -22574640.000000 Penalty: 5973.205566
	Iteration 23Q: 3 clusters Score -2.257464e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 167740 members 
Entering Unmasked Estep 
Score: -22574822.000000 Penalty: 5973.205566
	Iteration 24Q: 3 clusters Score -2.257482e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 167969 members 
Entering Unmasked Estep 
Score: -22574934.000000 Penalty: 5973.205566
	Iteration 25Q: 3 clusters Score -2.257493e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 168124 members 
Entering Unmasked Estep 
Score: -22574992.000000 Penalty: 5973.205566
	Iteration 26Q: 3 clusters Score -2.257499e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 168242 members 
Entering Unmasked Estep 
Score: -22575016.000000 Penalty: 5973.205566
	Iteration 27Q: 3 clusters Score -2.257502e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 168330 members 
Entering Unmasked Estep 
Score: -22575026.000000 Penalty: 5973.205566
	Iteration 28Q: 3 clusters Score -2.257503e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 168399 members 
Entering Unmasked Estep 
Score: -22575094.000000 Penalty: 5973.205566
	Iteration 29Q: 3 clusters Score -2.257509e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 168470 members 
Entering Unmasked Estep 
Score: -22575138.000000 Penalty: 5973.205566
	Iteration 30Q: 3 clusters Score -2.257514e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 168538 members 
Entering Unmasked Estep 
Score: -22575136.000000 Penalty: 5973.205566
	Iteration 31Q: 3 clusters Score -2.257514e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 168573 members 
Entering Unmasked Estep 
Score: -22575114.000000 Penalty: 5973.205566
	Iteration 32Q: 3 clusters Score -2.257511e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 168608 members 
Entering Unmasked Estep 
Score: -22575132.000000 Penalty: 5973.205566
	Iteration 33Q: 3 clusters Score -2.257513e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 168641 members 
Entering Unmasked Estep 
Score: -22575152.000000 Penalty: 5973.205566
	Iteration 34Q: 3 clusters Score -2.257515e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 168677 members 
Entering Unmasked Estep 
Score: -22575150.000000 Penalty: 5973.205566
	Iteration 35Q: 3 clusters Score -2.257515e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 168713 members 
Entering Unmasked Estep 
Score: -22575186.000000 Penalty: 5973.205566
	Iteration 36Q: 3 clusters Score -2.257519e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 168750 members 
Entering Unmasked Estep 
Score: -22575192.000000 Penalty: 5973.205566
	Iteration 37Q: 3 clusters Score -2.257519e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 168784 members 
Entering Unmasked Estep 
Score: -22575218.000000 Penalty: 5973.205566
	Iteration 38Q: 3 clusters Score -2.257522e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 168810 members 
Entering Unmasked Estep 
Score: -22575216.000000 Penalty: 5973.205566
	Iteration 39Q: 3 clusters Score -2.257522e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 168828 members 
Entering Unmasked Estep 
Score: -22575228.000000 Penalty: 5973.205566
	Iteration 40F: 3 clusters Score -2.257523e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 168842 members 
Entering Unmasked Estep 
Score: -22575220.000000 Penalty: 5973.205566
	Iteration 41Q: 3 clusters Score -2.257522e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 168852 members 
Entering Unmasked Estep 
Score: -22575228.000000 Penalty: 5973.205566
	Iteration 42Q: 3 clusters Score -2.257523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 168855 members 
Entering Unmasked Estep 
Score: -22575222.000000 Penalty: 5973.205566
	Iteration 43Q: 3 clusters Score -2.257522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 168866 members 
Entering Unmasked Estep 
Score: -22575236.000000 Penalty: 5973.205566
	Iteration 44Q: 3 clusters Score -2.257524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 168875 members 
Entering Unmasked Estep 
Score: -22575224.000000 Penalty: 5973.205566
	Iteration 45Q: 3 clusters Score -2.257522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 168883 members 
Entering Unmasked Estep 
Score: -22575246.000000 Penalty: 5973.205566
	Iteration 46Q: 3 clusters Score -2.257525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 168889 members 
Entering Unmasked Estep 
Score: -22575246.000000 Penalty: 5973.205566
	Iteration 47Q: 3 clusters Score -2.257525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 168895 members 
Entering Unmasked Estep 
Score: -22575258.000000 Penalty: 5973.205566
	Iteration 48Q: 3 clusters Score -2.257526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 168899 members 
Entering Unmasked Estep 
Score: -22575246.000000 Penalty: 5973.205566
	Iteration 49Q: 3 clusters Score -2.257525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 168902 members 
Entering Unmasked Estep 
Score: -22575244.000000 Penalty: 5973.205566
	Iteration 50Q: 3 clusters Score -2.257524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 168903 members 
Entering Unmasked Estep 
Score: -22575246.000000 Penalty: 5973.205566
	Iteration 51Q: 3 clusters Score -2.257525e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 168903 members 
Entering Unmasked Estep 
Score: -22575246.000000 Penalty: 5973.205566
	Iteration 52F: 3 clusters Score -2.257525e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Entering Unmasked Estep 
Score: -7347081.000000 Penalty: 2705.703369
	Iteration 0F: 2 clusters Score -7347081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -7310359.000000 Penalty: 5411.406738
	Iteration 0F: 3 clusters Score -7310359 nChanged 25409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -7324508.000000 Penalty: 5411.406738
	Iteration 1F: 3 clusters Score -7324508 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -7325034.500000 Penalty: 5411.406738
	Iteration 2Q: 3 clusters Score -7325034 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -7325542.000000 Penalty: 5411.406738
	Iteration 3Q: 3 clusters Score -7325542 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -7326241.500000 Penalty: 5411.406738
	Iteration 4Q: 3 clusters Score -7326242 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -7327103.500000 Penalty: 5411.406738
	Iteration 5Q: 3 clusters Score -7327104 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -7328212.000000 Penalty: 5411.406738
	Iteration 6Q: 3 clusters Score -7328212 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -7329714.000000 Penalty: 5411.406738
	Iteration 7Q: 3 clusters Score -7329714 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -7331702.000000 Penalty: 5411.406738
	Iteration 8F: 3 clusters Score -7331702 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -7333817.000000 Penalty: 5411.406738
	Iteration 9F: 3 clusters Score -7333817 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -7335929.500000 Penalty: 5411.406738
	Iteration 10F: 3 clusters Score -7335930 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -7337811.000000 Penalty: 5411.406738
	Iteration 11Q: 3 clusters Score -7337811 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -7339347.000000 Penalty: 5411.406738
	Iteration 12Q: 3 clusters Score -7339347 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -7340541.000000 Penalty: 5411.406738
	Iteration 13Q: 3 clusters Score -7340541 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -7341581.000000 Penalty: 5411.406738
	Iteration 14Q: 3 clusters Score -7341581 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -7342447.500000 Penalty: 5411.406738
	Iteration 15Q: 3 clusters Score -7342448 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51513 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -7343146.000000 Penalty: 5411.406738
	Iteration 16Q: 3 clusters Score -7343146 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -7343602.000000 Penalty: 5411.406738
	Iteration 17Q: 3 clusters Score -7343602 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -7343967.000000 Penalty: 5411.406738
	Iteration 18Q: 3 clusters Score -7343967 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53127 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -7344226.000000 Penalty: 5411.406738
	Iteration 19Q: 3 clusters Score -7344226 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53376 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -7344389.500000 Penalty: 5411.406738
	Iteration 20F: 3 clusters Score -7344390 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53539 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7344503.500000 Penalty: 5411.406738
	Iteration 21Q: 3 clusters Score -7344504 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7344563.000000 Penalty: 5411.406738
	Iteration 22Q: 3 clusters Score -7344563 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7344635.500000 Penalty: 5411.406738
	Iteration 23Q: 3 clusters Score -7344636 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -7344666.000000 Penalty: 5411.406738
	Iteration 24Q: 3 clusters Score -7344666 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7344706.000000 Penalty: 5411.406738
	Iteration 25Q: 3 clusters Score -7344706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7344734.000000 Penalty: 5411.406738
	Iteration 26Q: 3 clusters Score -7344734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7344752.500000 Penalty: 5411.406738
	Iteration 27Q: 3 clusters Score -7344752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7344757.500000 Penalty: 5411.406738
	Iteration 28Q: 3 clusters Score -7344758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53956 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7344759.000000 Penalty: 5411.406738
	Iteration 29Q: 3 clusters Score -7344759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53963 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7344768.500000 Penalty: 5411.406738
	Iteration 30Q: 3 clusters Score -7344768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53966 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7344770.000000 Penalty: 5411.406738
	Iteration 31Q: 3 clusters Score -7344770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -7344774.000000 Penalty: 5411.406738
	Iteration 32Q: 3 clusters Score -7344774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7344784.000000 Penalty: 5411.406738
	Iteration 33Q: 3 clusters Score -7344784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7344787.500000 Penalty: 5411.406738
	Iteration 34Q: 3 clusters Score -7344788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7344795.500000 Penalty: 5411.406738
	Iteration 35Q: 3 clusters Score -7344796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7344788.000000 Penalty: 5411.406738
	Iteration 36Q: 3 clusters Score -7344788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54007 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7344798.500000 Penalty: 5411.406738
	Iteration 37Q: 3 clusters Score -7344798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7344803.500000 Penalty: 5411.406738
	Iteration 38Q: 3 clusters Score -7344804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54024 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7344809.000000 Penalty: 5411.406738
	Iteration 39Q: 3 clusters Score -7344809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -7344815.000000 Penalty: 5411.406738
	Iteration 40F: 3 clusters Score -7344815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -7344820.000000 Penalty: 5411.406738
	Iteration 41Q: 3 clusters Score -7344820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54032 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7344818.000000 Penalty: 5411.406738
	Iteration 42Q: 3 clusters Score -7344818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54033 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7344821.500000 Penalty: 5411.406738
	Iteration 43Q: 3 clusters Score -7344822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54034 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7344822.500000 Penalty: 5411.406738
	Iteration 44Q: 3 clusters Score -7344822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54037 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7344819.500000 Penalty: 5411.406738
	Iteration 45Q: 3 clusters Score -7344820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7344824.500000 Penalty: 5411.406738
	Iteration 46Q: 3 clusters Score -7344824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7344824.500000 Penalty: 5411.406738
	Iteration 47F: 3 clusters Score -7344824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Entering Unmasked Estep 
Score: -349138.781250 Penalty: 1956.771606
	Iteration 0F: 2 clusters Score -349138.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -346083.625000 Penalty: 3913.543213
	Iteration 0F: 3 clusters Score -346083.6 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -346794.718750 Penalty: 3913.543213
	Iteration 1F: 3 clusters Score -346794.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -347754.343750 Penalty: 3913.543213
	Iteration 2F: 3 clusters Score -347754.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -350890.625000 Penalty: 3913.543213
	Iteration 3F: 3 clusters Score -350890.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -352271.218750 Penalty: 3913.543213
	Iteration 4F: 3 clusters Score -352271.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -352723.875000 Penalty: 3913.543213
	Iteration 5F: 3 clusters Score -352723.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -352817.968750 Penalty: 3913.543213
	Iteration 6Q: 3 clusters Score -352818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -352840.000000 Penalty: 3913.543213
	Iteration 7Q: 3 clusters Score -352840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -352847.375000 Penalty: 3913.543213
	Iteration 8Q: 3 clusters Score -352847.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -352848.468750 Penalty: 3913.543213
	Iteration 9Q: 3 clusters Score -352848.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -352850.437500 Penalty: 3913.543213
	Iteration 10Q: 3 clusters Score -352850.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -352851.187500 Penalty: 3913.543213
	Iteration 11Q: 3 clusters Score -352851.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -352851.187500 Penalty: 3913.543213
	Iteration 12F: 3 clusters Score -352851.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83553 members 
Mstep: Class 2 contains 56390 members 
Mstep: Class 3 contains 5692 members 
Mstep: Class 4 contains 165465 members 
Mstep: Class 5 contains 118041 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 169864 members 
Mstep: Class 8 contains 54726 members 
Mstep: Class 9 contains 2444 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 46970 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 112812 members 
Mstep: Class 16 contains 18035 members 
Mstep: Class 17 contains 48602 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 88738 members 
Mstep: Class 21 contains 72728 members 
Mstep: Class 22 contains 156596 members 
Mstep: Class 23 contains 174380 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 227 members 
Entering Unmasked Estep 
Score: -180468368.000000 Penalty: 87655.367188
Splitting cluster 9 changes total score from -180469248.000000 to -180468368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -63801.066406 Penalty: 1556.607544
	Iteration 0F: 2 clusters Score -63801.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62253.949219 Penalty: 3113.215088
	Iteration 0F: 3 clusters Score -62253.95 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62644.089844 Penalty: 3113.215088
	Iteration 1F: 3 clusters Score -62644.09 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63118.941406 Penalty: 3113.215088
	Iteration 2F: 3 clusters Score -63118.94 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63714.359375 Penalty: 3113.215088
	Iteration 3F: 3 clusters Score -63714.36 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -64119.660156 Penalty: 3113.215088
	Iteration 4F: 3 clusters Score -64119.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -64213.769531 Penalty: 3113.215088
	Iteration 5Q: 3 clusters Score -64213.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -64237.105469 Penalty: 3113.215088
	Iteration 6Q: 3 clusters Score -64237.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -64240.417969 Penalty: 3113.215088
	Iteration 7Q: 3 clusters Score -64240.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -64247.542969 Penalty: 3113.215088
	Iteration 8Q: 3 clusters Score -64247.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -64255.175781 Penalty: 3113.215088
	Iteration 9Q: 3 clusters Score -64255.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -64271.863281 Penalty: 3113.215088
	Iteration 10Q: 3 clusters Score -64271.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -64307.367188 Penalty: 3113.215088
	Iteration 11Q: 3 clusters Score -64307.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -64351.535156 Penalty: 3113.215088
	Iteration 12Q: 3 clusters Score -64351.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -64373.949219 Penalty: 3113.215088
	Iteration 13Q: 3 clusters Score -64373.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -64377.820312 Penalty: 3113.215088
	Iteration 14Q: 3 clusters Score -64377.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -64377.820312 Penalty: 3113.215088
	Iteration 15F: 3 clusters Score -64377.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83553 members 
Mstep: Class 2 contains 56390 members 
Mstep: Class 3 contains 5692 members 
Mstep: Class 4 contains 165465 members 
Mstep: Class 5 contains 118041 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 169864 members 
Mstep: Class 8 contains 54726 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 180 members 
Mstep: Class 11 contains 46970 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 112812 members 
Mstep: Class 16 contains 18035 members 
Mstep: Class 17 contains 48602 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 88738 members 
Mstep: Class 21 contains 72728 members 
Mstep: Class 22 contains 156596 members 
Mstep: Class 23 contains 174380 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 352 members 
Entering Unmasked Estep 
Score: -180467792.000000 Penalty: 87655.367188
Splitting cluster 10 changes total score from -180469248.000000 to -180467792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (46970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Entering Unmasked Estep 
Score: -6247841.000000 Penalty: 2667.801514
	Iteration 0F: 2 clusters Score -6247841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -6216134.500000 Penalty: 5335.603027
	Iteration 0F: 3 clusters Score -6216134 nChanged 21623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -6228039.000000 Penalty: 5335.603027
	Iteration 1F: 3 clusters Score -6228039 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -6228655.500000 Penalty: 5335.603027
	Iteration 2Q: 3 clusters Score -6228656 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -6229314.000000 Penalty: 5335.603027
	Iteration 3Q: 3 clusters Score -6229314 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -6230093.500000 Penalty: 5335.603027
	Iteration 4Q: 3 clusters Score -6230094 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -6231124.500000 Penalty: 5335.603027
	Iteration 5Q: 3 clusters Score -6231124 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -6232452.000000 Penalty: 5335.603027
	Iteration 6F: 3 clusters Score -6232452 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -6234419.000000 Penalty: 5335.603027
	Iteration 7F: 3 clusters Score -6234419 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -6236986.500000 Penalty: 5335.603027
	Iteration 8F: 3 clusters Score -6236986 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -6239846.000000 Penalty: 5335.603027
	Iteration 9F: 3 clusters Score -6239846 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -6242415.000000 Penalty: 5335.603027
	Iteration 10F: 3 clusters Score -6242415 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6244003.500000 Penalty: 5335.603027
	Iteration 11Q: 3 clusters Score -6244004 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6244783.500000 Penalty: 5335.603027
	Iteration 12Q: 3 clusters Score -6244784 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6245158.500000 Penalty: 5335.603027
	Iteration 13Q: 3 clusters Score -6245158 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6245300.500000 Penalty: 5335.603027
	Iteration 14Q: 3 clusters Score -6245300 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6245396.000000 Penalty: 5335.603027
	Iteration 15Q: 3 clusters Score -6245396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6245452.000000 Penalty: 5335.603027
	Iteration 16Q: 3 clusters Score -6245452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6245476.000000 Penalty: 5335.603027
	Iteration 17Q: 3 clusters Score -6245476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6245509.000000 Penalty: 5335.603027
	Iteration 18Q: 3 clusters Score -6245509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6245525.000000 Penalty: 5335.603027
	Iteration 19Q: 3 clusters Score -6245525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6245533.500000 Penalty: 5335.603027
	Iteration 20F: 3 clusters Score -6245534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6245540.000000 Penalty: 5335.603027
	Iteration 21Q: 3 clusters Score -6245540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6245551.000000 Penalty: 5335.603027
	Iteration 22Q: 3 clusters Score -6245551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6245557.000000 Penalty: 5335.603027
	Iteration 23Q: 3 clusters Score -6245557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6245573.000000 Penalty: 5335.603027
	Iteration 24Q: 3 clusters Score -6245573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6245574.000000 Penalty: 5335.603027
	Iteration 25Q: 3 clusters Score -6245574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46727 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6245582.000000 Penalty: 5335.603027
	Iteration 26Q: 3 clusters Score -6245582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6245590.000000 Penalty: 5335.603027
	Iteration 27Q: 3 clusters Score -6245590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6245591.000000 Penalty: 5335.603027
	Iteration 28Q: 3 clusters Score -6245591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6245594.000000 Penalty: 5335.603027
	Iteration 29Q: 3 clusters Score -6245594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6245594.000000 Penalty: 5335.603027
	Iteration 30F: 3 clusters Score -6245594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -103364.484375 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -103364.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -101561.601562 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -101561.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -101964.359375 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -101964.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -102166.000000 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -102166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -102231.937500 Penalty: 3343.297607
	Iteration 3Q: 3 clusters Score -102231.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -102280.421875 Penalty: 3343.297607
	Iteration 4Q: 3 clusters Score -102280.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -102385.265625 Penalty: 3343.297607
	Iteration 5Q: 3 clusters Score -102385.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -102741.273438 Penalty: 3343.297607
	Iteration 6Q: 3 clusters Score -102741.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -102989.914062 Penalty: 3343.297607
	Iteration 7Q: 3 clusters Score -102989.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -103134.562500 Penalty: 3343.297607
	Iteration 8F: 3 clusters Score -103134.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -103292.812500 Penalty: 3343.297607
	Iteration 9F: 3 clusters Score -103292.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -103503.453125 Penalty: 3343.297607
	Iteration 10Q: 3 clusters Score -103503.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -103690.960938 Penalty: 3343.297607
	Iteration 11Q: 3 clusters Score -103691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -103749.164062 Penalty: 3343.297607
	Iteration 12Q: 3 clusters Score -103749.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -103783.367188 Penalty: 3343.297607
	Iteration 13Q: 3 clusters Score -103783.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -103798.960938 Penalty: 3343.297607
	Iteration 14Q: 3 clusters Score -103799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -103798.960938 Penalty: 3343.297607
	Iteration 15F: 3 clusters Score -103799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83553 members 
Mstep: Class 2 contains 56390 members 
Mstep: Class 3 contains 5692 members 
Mstep: Class 4 contains 165465 members 
Mstep: Class 5 contains 118041 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 169864 members 
Mstep: Class 8 contains 54726 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 46970 members 
Mstep: Class 12 contains 635 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 112812 members 
Mstep: Class 16 contains 18035 members 
Mstep: Class 17 contains 48602 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 88738 members 
Mstep: Class 21 contains 72728 members 
Mstep: Class 22 contains 156596 members 
Mstep: Class 23 contains 174380 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 211 members 
Entering Unmasked Estep 
Score: -180468432.000000 Penalty: 87655.367188
Splitting cluster 12 changes total score from -180469248.000000 to -180468432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Entering Unmasked Estep 
Score: -199592.687500 Penalty: 1817.615234
	Iteration 0F: 2 clusters Score -199592.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -197294.687500 Penalty: 3635.230469
	Iteration 0F: 3 clusters Score -197294.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -197806.203125 Penalty: 3635.230469
	Iteration 1F: 3 clusters Score -197806.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -197997.859375 Penalty: 3635.230469
	Iteration 2F: 3 clusters Score -197997.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -198134.375000 Penalty: 3635.230469
	Iteration 3F: 3 clusters Score -198134.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -198245.062500 Penalty: 3635.230469
	Iteration 4Q: 3 clusters Score -198245.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -198348.703125 Penalty: 3635.230469
	Iteration 5F: 3 clusters Score -198348.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -198445.484375 Penalty: 3635.230469
	Iteration 6Q: 3 clusters Score -198445.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -198496.250000 Penalty: 3635.230469
	Iteration 7Q: 3 clusters Score -198496.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -198530.125000 Penalty: 3635.230469
	Iteration 8Q: 3 clusters Score -198530.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -198554.703125 Penalty: 3635.230469
	Iteration 9Q: 3 clusters Score -198554.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -198579.671875 Penalty: 3635.230469
	Iteration 10Q: 3 clusters Score -198579.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -198603.578125 Penalty: 3635.230469
	Iteration 11Q: 3 clusters Score -198603.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -198618.640625 Penalty: 3635.230469
	Iteration 12Q: 3 clusters Score -198618.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -198630.968750 Penalty: 3635.230469
	Iteration 13Q: 3 clusters Score -198631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -198639.515625 Penalty: 3635.230469
	Iteration 14Q: 3 clusters Score -198639.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -198646.484375 Penalty: 3635.230469
	Iteration 15Q: 3 clusters Score -198646.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -198658.906250 Penalty: 3635.230469
	Iteration 16Q: 3 clusters Score -198658.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -198667.453125 Penalty: 3635.230469
	Iteration 17Q: 3 clusters Score -198667.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -198671.828125 Penalty: 3635.230469
	Iteration 18Q: 3 clusters Score -198671.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -198673.984375 Penalty: 3635.230469
	Iteration 19Q: 3 clusters Score -198674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -198677.046875 Penalty: 3635.230469
	Iteration 20F: 3 clusters Score -198677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -198678.453125 Penalty: 3635.230469
	Iteration 21Q: 3 clusters Score -198678.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -198679.218750 Penalty: 3635.230469
	Iteration 22Q: 3 clusters Score -198679.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -198679.218750 Penalty: 3635.230469
	Iteration 23F: 3 clusters Score -198679.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Entering Unmasked Estep 
Score: -119136.710938 Penalty: 1706.844604
	Iteration 0F: 2 clusters Score -119136.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -117234.085938 Penalty: 3413.689209
	Iteration 0F: 3 clusters Score -117234.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -117682.937500 Penalty: 3413.689209
	Iteration 1F: 3 clusters Score -117682.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -117947.742188 Penalty: 3413.689209
	Iteration 2F: 3 clusters Score -117947.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -118112.546875 Penalty: 3413.689209
	Iteration 3F: 3 clusters Score -118112.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -118199.093750 Penalty: 3413.689209
	Iteration 4Q: 3 clusters Score -118199.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -118271.625000 Penalty: 3413.689209
	Iteration 5Q: 3 clusters Score -118271.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -118365.695312 Penalty: 3413.689209
	Iteration 6Q: 3 clusters Score -118365.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -118438.867188 Penalty: 3413.689209
	Iteration 7Q: 3 clusters Score -118438.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -118483.164062 Penalty: 3413.689209
	Iteration 8Q: 3 clusters Score -118483.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -118506.429688 Penalty: 3413.689209
	Iteration 9Q: 3 clusters Score -118506.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -118527.476562 Penalty: 3413.689209
	Iteration 10Q: 3 clusters Score -118527.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -118561.468750 Penalty: 3413.689209
	Iteration 11Q: 3 clusters Score -118561.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -118597.648438 Penalty: 3413.689209
	Iteration 12Q: 3 clusters Score -118597.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -118627.078125 Penalty: 3413.689209
	Iteration 13Q: 3 clusters Score -118627.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -118677.210938 Penalty: 3413.689209
	Iteration 14Q: 3 clusters Score -118677.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -118731.648438 Penalty: 3413.689209
	Iteration 15Q: 3 clusters Score -118731.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -118769.218750 Penalty: 3413.689209
	Iteration 16Q: 3 clusters Score -118769.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -118785.046875 Penalty: 3413.689209
	Iteration 17Q: 3 clusters Score -118785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -118798.375000 Penalty: 3413.689209
	Iteration 18Q: 3 clusters Score -118798.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -118827.000000 Penalty: 3413.689209
	Iteration 19Q: 3 clusters Score -118827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -118851.023438 Penalty: 3413.689209
	Iteration 20F: 3 clusters Score -118851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -118857.468750 Penalty: 3413.689209
	Iteration 21Q: 3 clusters Score -118857.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -118866.070312 Penalty: 3413.689209
	Iteration 22Q: 3 clusters Score -118866.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -118869.125000 Penalty: 3413.689209
	Iteration 23Q: 3 clusters Score -118869.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -118870.703125 Penalty: 3413.689209
	Iteration 24Q: 3 clusters Score -118870.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -118870.703125 Penalty: 3413.689209
	Iteration 25F: 3 clusters Score -118870.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (112812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112812 members 
Entering Unmasked Estep 
Score: -14951018.000000 Penalty: 2885.102539
	Iteration 0F: 2 clusters Score -1.495102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56576 members 
Mstep: Class 2 contains 56236 members 
Entering Unmasked Estep 
Score: -14875284.000000 Penalty: 5770.205078
	Iteration 0F: 3 clusters Score -1.487528e+07 nChanged 53726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59466 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
Score: -14906308.000000 Penalty: 5770.205078
	Iteration 1F: 3 clusters Score -1.490631e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61151 members 
Mstep: Class 2 contains 51661 members 
Entering Unmasked Estep 
Score: -14907227.000000 Penalty: 5770.205078
	Iteration 2Q: 3 clusters Score -1.490723e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63816 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -14908339.000000 Penalty: 5770.205078
	Iteration 3Q: 3 clusters Score -1.490834e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67820 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -14910120.000000 Penalty: 5770.205078
	Iteration 4Q: 3 clusters Score -1.491012e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73711 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -14913360.000000 Penalty: 5770.205078
	Iteration 5F: 3 clusters Score -1.491336e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81768 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -14919041.000000 Penalty: 5770.205078
	Iteration 6F: 3 clusters Score -1.491904e+07 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91600 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -14927549.000000 Penalty: 5770.205078
	Iteration 7F: 3 clusters Score -1.492755e+07 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101336 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -14937209.000000 Penalty: 5770.205078
	Iteration 8F: 3 clusters Score -1.493721e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108167 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -14944149.000000 Penalty: 5770.205078
	Iteration 9F: 3 clusters Score -1.494415e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111239 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -14947080.000000 Penalty: 5770.205078
	Iteration 10Q: 3 clusters Score -1.494708e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112225 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -14948024.000000 Penalty: 5770.205078
	Iteration 11Q: 3 clusters Score -1.494802e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112483 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -14948297.000000 Penalty: 5770.205078
	Iteration 12Q: 3 clusters Score -1.49483e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112556 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -14948406.000000 Penalty: 5770.205078
	Iteration 13Q: 3 clusters Score -1.494841e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112589 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -14948471.000000 Penalty: 5770.205078
	Iteration 14Q: 3 clusters Score -1.494847e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112608 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -14948511.000000 Penalty: 5770.205078
	Iteration 15Q: 3 clusters Score -1.494851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112615 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -14948517.000000 Penalty: 5770.205078
	Iteration 16Q: 3 clusters Score -1.494852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112619 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14948519.000000 Penalty: 5770.205078
	Iteration 17Q: 3 clusters Score -1.494852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112621 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -14948523.000000 Penalty: 5770.205078
	Iteration 18Q: 3 clusters Score -1.494852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112621 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -14948523.000000 Penalty: 5770.205078
	Iteration 19F: 3 clusters Score -1.494852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Entering Unmasked Estep 
Score: -2390080.750000 Penalty: 2430.417236
	Iteration 0F: 2 clusters Score -2390081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2377380.000000 Penalty: 4860.834473
	Iteration 0F: 3 clusters Score -2377380 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2381775.500000 Penalty: 4860.834473
	Iteration 1F: 3 clusters Score -2381776 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2382586.250000 Penalty: 4860.834473
	Iteration 2F: 3 clusters Score -2382586 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2383675.750000 Penalty: 4860.834473
	Iteration 3F: 3 clusters Score -2383676 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2384947.500000 Penalty: 4860.834473
	Iteration 4F: 3 clusters Score -2384948 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2386189.500000 Penalty: 4860.834473
	Iteration 5F: 3 clusters Score -2386190 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2387357.750000 Penalty: 4860.834473
	Iteration 6F: 3 clusters Score -2387358 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2388346.500000 Penalty: 4860.834473
	Iteration 7F: 3 clusters Score -2388346 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2389041.750000 Penalty: 4860.834473
	Iteration 8Q: 3 clusters Score -2389042 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2389343.500000 Penalty: 4860.834473
	Iteration 9Q: 3 clusters Score -2389344 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2389446.000000 Penalty: 4860.834473
	Iteration 10Q: 3 clusters Score -2389446 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2389485.000000 Penalty: 4860.834473
	Iteration 11Q: 3 clusters Score -2389485 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2389498.000000 Penalty: 4860.834473
	Iteration 12Q: 3 clusters Score -2389498 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2389507.500000 Penalty: 4860.834473
	Iteration 13Q: 3 clusters Score -2389508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2389509.250000 Penalty: 4860.834473
	Iteration 14Q: 3 clusters Score -2389509 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2389516.500000 Penalty: 4860.834473
	Iteration 15Q: 3 clusters Score -2389516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2389521.500000 Penalty: 4860.834473
	Iteration 16Q: 3 clusters Score -2389522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2389523.250000 Penalty: 4860.834473
	Iteration 17Q: 3 clusters Score -2389523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -2389523.500000 Penalty: 4860.834473
	Iteration 18Q: 3 clusters Score -2389524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2389525.500000 Penalty: 4860.834473
	Iteration 19Q: 3 clusters Score -2389526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2389530.000000 Penalty: 4860.834473
	Iteration 20F: 3 clusters Score -2389530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2389535.750000 Penalty: 4860.834473
	Iteration 21Q: 3 clusters Score -2389536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2389534.500000 Penalty: 4860.834473
	Iteration 22Q: 3 clusters Score -2389534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2389533.250000 Penalty: 4860.834473
	Iteration 23Q: 3 clusters Score -2389533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2389533.500000 Penalty: 4860.834473
	Iteration 24Q: 3 clusters Score -2389534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2389536.250000 Penalty: 4860.834473
	Iteration 25Q: 3 clusters Score -2389536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2389536.500000 Penalty: 4860.834473
	Iteration 26Q: 3 clusters Score -2389536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2389539.000000 Penalty: 4860.834473
	Iteration 27Q: 3 clusters Score -2389539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2389541.250000 Penalty: 4860.834473
	Iteration 28Q: 3 clusters Score -2389541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2389540.750000 Penalty: 4860.834473
	Iteration 29Q: 3 clusters Score -2389541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2389538.000000 Penalty: 4860.834473
	Iteration 30Q: 3 clusters Score -2389538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2389540.000000 Penalty: 4860.834473
	Iteration 31Q: 3 clusters Score -2389540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2389541.500000 Penalty: 4860.834473
	Iteration 32Q: 3 clusters Score -2389542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2389541.500000 Penalty: 4860.834473
	Iteration 33F: 3 clusters Score -2389542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Entering Unmasked Estep 
Score: -6489006.000000 Penalty: 2676.272217
	Iteration 0F: 2 clusters Score -6489006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -6456250.500000 Penalty: 5352.544434
	Iteration 0F: 3 clusters Score -6456250 nChanged 22558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -6468655.500000 Penalty: 5352.544434
	Iteration 1F: 3 clusters Score -6468656 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -6469072.500000 Penalty: 5352.544434
	Iteration 2Q: 3 clusters Score -6469072 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -6469495.000000 Penalty: 5352.544434
	Iteration 3Q: 3 clusters Score -6469495 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -6469951.000000 Penalty: 5352.544434
	Iteration 4Q: 3 clusters Score -6469951 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -6470524.500000 Penalty: 5352.544434
	Iteration 5Q: 3 clusters Score -6470524 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -6471223.500000 Penalty: 5352.544434
	Iteration 6Q: 3 clusters Score -6471224 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -6472280.000000 Penalty: 5352.544434
	Iteration 7Q: 3 clusters Score -6472280 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -6473962.500000 Penalty: 5352.544434
	Iteration 8F: 3 clusters Score -6473962 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -6476479.000000 Penalty: 5352.544434
	Iteration 9F: 3 clusters Score -6476479 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -6479685.000000 Penalty: 5352.544434
	Iteration 10F: 3 clusters Score -6479685 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -6482869.000000 Penalty: 5352.544434
	Iteration 11F: 3 clusters Score -6482869 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -6484977.500000 Penalty: 5352.544434
	Iteration 12Q: 3 clusters Score -6484978 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -6485922.000000 Penalty: 5352.544434
	Iteration 13Q: 3 clusters Score -6485922 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48108 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6486277.000000 Penalty: 5352.544434
	Iteration 14Q: 3 clusters Score -6486277 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6486451.500000 Penalty: 5352.544434
	Iteration 15Q: 3 clusters Score -6486452 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6486510.500000 Penalty: 5352.544434
	Iteration 16Q: 3 clusters Score -6486510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48318 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6486551.000000 Penalty: 5352.544434
	Iteration 17Q: 3 clusters Score -6486551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6486576.000000 Penalty: 5352.544434
	Iteration 18Q: 3 clusters Score -6486576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6486593.000000 Penalty: 5352.544434
	Iteration 19Q: 3 clusters Score -6486593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6486601.500000 Penalty: 5352.544434
	Iteration 20F: 3 clusters Score -6486602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6486626.500000 Penalty: 5352.544434
	Iteration 21Q: 3 clusters Score -6486626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6486636.000000 Penalty: 5352.544434
	Iteration 22Q: 3 clusters Score -6486636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6486647.500000 Penalty: 5352.544434
	Iteration 23Q: 3 clusters Score -6486648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6486644.000000 Penalty: 5352.544434
	Iteration 24Q: 3 clusters Score -6486644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6486656.500000 Penalty: 5352.544434
	Iteration 25Q: 3 clusters Score -6486656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6486663.000000 Penalty: 5352.544434
	Iteration 26Q: 3 clusters Score -6486663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6486666.500000 Penalty: 5352.544434
	Iteration 27Q: 3 clusters Score -6486666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6486665.500000 Penalty: 5352.544434
	Iteration 28Q: 3 clusters Score -6486666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6486667.000000 Penalty: 5352.544434
	Iteration 29Q: 3 clusters Score -6486667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6486667.000000 Penalty: 5352.544434
	Iteration 30F: 3 clusters Score -6486667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -64386.003906 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -64386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -62818.109375 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -62818.11 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -63014.187500 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -63014.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -63057.324219 Penalty: 3092.267822
	Iteration 2Q: 3 clusters Score -63057.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -63083.246094 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -63083.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -63091.042969 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -63091.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -63091.042969 Penalty: 3092.267822
	Iteration 5F: 3 clusters Score -63091.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -41466.406250 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -41466.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40094.085938 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -40094.09 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -40244.347656 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -40244.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40363.109375 Penalty: 2902.692383
	Iteration 2F: 3 clusters Score -40363.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40445.273438 Penalty: 2902.692383
	Iteration 3Q: 3 clusters Score -40445.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40582.960938 Penalty: 2902.692383
	Iteration 4F: 3 clusters Score -40582.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -40799.882812 Penalty: 2902.692383
	Iteration 5Q: 3 clusters Score -40799.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40859.968750 Penalty: 2902.692383
	Iteration 6Q: 3 clusters Score -40859.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -40894.527344 Penalty: 2902.692383
	Iteration 7Q: 3 clusters Score -40894.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40951.277344 Penalty: 2902.692383
	Iteration 8Q: 3 clusters Score -40951.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -41010.386719 Penalty: 2902.692383
	Iteration 9Q: 3 clusters Score -41010.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41218.550781 Penalty: 2902.692383
	Iteration 10Q: 3 clusters Score -41218.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41235.148438 Penalty: 2902.692383
	Iteration 11Q: 3 clusters Score -41235.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41266.226562 Penalty: 2902.692383
	Iteration 12Q: 3 clusters Score -41266.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41288.101562 Penalty: 2902.692383
	Iteration 13Q: 3 clusters Score -41288.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41307.167969 Penalty: 2902.692383
	Iteration 14Q: 3 clusters Score -41307.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41333.859375 Penalty: 2902.692383
	Iteration 15Q: 3 clusters Score -41333.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41373.597656 Penalty: 2902.692383
	Iteration 16Q: 3 clusters Score -41373.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41377.804688 Penalty: 2902.692383
	Iteration 17Q: 3 clusters Score -41377.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41384.433594 Penalty: 2902.692383
	Iteration 18Q: 3 clusters Score -41384.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41387.546875 Penalty: 2902.692383
	Iteration 19Q: 3 clusters Score -41387.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41395.269531 Penalty: 2902.692383
	Iteration 20F: 3 clusters Score -41395.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41413.105469 Penalty: 2902.692383
	Iteration 21Q: 3 clusters Score -41413.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41425.152344 Penalty: 2902.692383
	Iteration 22Q: 3 clusters Score -41425.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41438.542969 Penalty: 2902.692383
	Iteration 23Q: 3 clusters Score -41438.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41445.238281 Penalty: 2902.692383
	Iteration 24Q: 3 clusters Score -41445.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41445.238281 Penalty: 2902.692383
	Iteration 25F: 3 clusters Score -41445.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (88738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88738 members 
Entering Unmasked Estep 
Score: -11938635.000000 Penalty: 2825.573975
	Iteration 0F: 2 clusters Score -1.193864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -11879611.000000 Penalty: 5651.147949
	Iteration 0F: 3 clusters Score -1.187961e+07 nChanged 41690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -11902943.000000 Penalty: 5651.147949
	Iteration 1F: 3 clusters Score -1.190294e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -11903586.000000 Penalty: 5651.147949
	Iteration 2Q: 3 clusters Score -1.190359e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -11904415.000000 Penalty: 5651.147949
	Iteration 3Q: 3 clusters Score -1.190442e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -11905744.000000 Penalty: 5651.147949
	Iteration 4Q: 3 clusters Score -1.190574e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -11907802.000000 Penalty: 5651.147949
	Iteration 5Q: 3 clusters Score -1.19078e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -11910731.000000 Penalty: 5651.147949
	Iteration 6F: 3 clusters Score -1.191073e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -11914215.000000 Penalty: 5651.147949
	Iteration 7F: 3 clusters Score -1.191422e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -11917173.000000 Penalty: 5651.147949
	Iteration 8F: 3 clusters Score -1.191717e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -11919505.000000 Penalty: 5651.147949
	Iteration 9F: 3 clusters Score -1.19195e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -11921192.000000 Penalty: 5651.147949
	Iteration 10Q: 3 clusters Score -1.192119e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -11922349.000000 Penalty: 5651.147949
	Iteration 11Q: 3 clusters Score -1.192235e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -11923321.000000 Penalty: 5651.147949
	Iteration 12Q: 3 clusters Score -1.192332e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -11924250.000000 Penalty: 5651.147949
	Iteration 13Q: 3 clusters Score -1.192425e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -11925466.000000 Penalty: 5651.147949
	Iteration 14Q: 3 clusters Score -1.192547e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -11926557.000000 Penalty: 5651.147949
	Iteration 15Q: 3 clusters Score -1.192656e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -11927612.000000 Penalty: 5651.147949
	Iteration 16Q: 3 clusters Score -1.192761e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -11928131.000000 Penalty: 5651.147949
	Iteration 17Q: 3 clusters Score -1.192813e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -11928512.000000 Penalty: 5651.147949
	Iteration 18Q: 3 clusters Score -1.192851e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -11928853.000000 Penalty: 5651.147949
	Iteration 19Q: 3 clusters Score -1.192885e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -11929067.000000 Penalty: 5651.147949
	Iteration 20F: 3 clusters Score -1.192907e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51840 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -11929282.000000 Penalty: 5651.147949
	Iteration 21Q: 3 clusters Score -1.192928e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -11929500.000000 Penalty: 5651.147949
	Iteration 22Q: 3 clusters Score -1.19295e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -11929692.000000 Penalty: 5651.147949
	Iteration 23Q: 3 clusters Score -1.192969e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -11929911.000000 Penalty: 5651.147949
	Iteration 24Q: 3 clusters Score -1.192991e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55344 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -11930090.000000 Penalty: 5651.147949
	Iteration 25Q: 3 clusters Score -1.193009e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -11930282.000000 Penalty: 5651.147949
	Iteration 26Q: 3 clusters Score -1.193028e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57214 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -11930466.000000 Penalty: 5651.147949
	Iteration 27Q: 3 clusters Score -1.193047e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58202 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -11930620.000000 Penalty: 5651.147949
	Iteration 28Q: 3 clusters Score -1.193062e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -11930826.000000 Penalty: 5651.147949
	Iteration 29Q: 3 clusters Score -1.193083e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60142 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -11931024.000000 Penalty: 5651.147949
	Iteration 30Q: 3 clusters Score -1.193102e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61130 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -11931251.000000 Penalty: 5651.147949
	Iteration 31Q: 3 clusters Score -1.193125e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -11931451.000000 Penalty: 5651.147949
	Iteration 32Q: 3 clusters Score -1.193145e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63173 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -11931721.000000 Penalty: 5651.147949
	Iteration 33Q: 3 clusters Score -1.193172e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64135 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -11931913.000000 Penalty: 5651.147949
	Iteration 34Q: 3 clusters Score -1.193191e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65121 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -11932105.000000 Penalty: 5651.147949
	Iteration 35Q: 3 clusters Score -1.19321e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66127 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -11932390.000000 Penalty: 5651.147949
	Iteration 36Q: 3 clusters Score -1.193239e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67160 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -11932609.000000 Penalty: 5651.147949
	Iteration 37Q: 3 clusters Score -1.193261e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68236 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -11932856.000000 Penalty: 5651.147949
	Iteration 38Q: 3 clusters Score -1.193286e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69272 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -11933127.000000 Penalty: 5651.147949
	Iteration 39Q: 3 clusters Score -1.193313e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70319 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -11933385.000000 Penalty: 5651.147949
	Iteration 40F: 3 clusters Score -1.193338e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71354 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -11933553.000000 Penalty: 5651.147949
	Iteration 41Q: 3 clusters Score -1.193355e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72377 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -11933827.000000 Penalty: 5651.147949
	Iteration 42Q: 3 clusters Score -1.193383e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73383 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -11934064.000000 Penalty: 5651.147949
	Iteration 43Q: 3 clusters Score -1.193406e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74312 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -11934313.000000 Penalty: 5651.147949
	Iteration 44Q: 3 clusters Score -1.193431e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75201 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -11934535.000000 Penalty: 5651.147949
	Iteration 45Q: 3 clusters Score -1.193454e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76025 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -11934779.000000 Penalty: 5651.147949
	Iteration 46Q: 3 clusters Score -1.193478e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76804 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -11934871.000000 Penalty: 5651.147949
	Iteration 47Q: 3 clusters Score -1.193487e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77502 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -11935054.000000 Penalty: 5651.147949
	Iteration 48Q: 3 clusters Score -1.193505e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78198 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -11935175.000000 Penalty: 5651.147949
	Iteration 49Q: 3 clusters Score -1.193518e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78853 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -11935346.000000 Penalty: 5651.147949
	Iteration 50Q: 3 clusters Score -1.193535e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79448 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -11935555.000000 Penalty: 5651.147949
	Iteration 51Q: 3 clusters Score -1.193556e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80065 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -11935687.000000 Penalty: 5651.147949
	Iteration 52Q: 3 clusters Score -1.193569e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80662 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -11935753.000000 Penalty: 5651.147949
	Iteration 53Q: 3 clusters Score -1.193575e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81226 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -11935939.000000 Penalty: 5651.147949
	Iteration 54Q: 3 clusters Score -1.193594e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81730 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -11936063.000000 Penalty: 5651.147949
	Iteration 55Q: 3 clusters Score -1.193606e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82179 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -11936222.000000 Penalty: 5651.147949
	Iteration 56Q: 3 clusters Score -1.193622e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82579 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -11936328.000000 Penalty: 5651.147949
	Iteration 57Q: 3 clusters Score -1.193633e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82955 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -11936405.000000 Penalty: 5651.147949
	Iteration 58Q: 3 clusters Score -1.19364e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83331 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -11936495.000000 Penalty: 5651.147949
	Iteration 59Q: 3 clusters Score -1.19365e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83665 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -11936591.000000 Penalty: 5651.147949
	Iteration 60F: 3 clusters Score -1.193659e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84002 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -11936696.000000 Penalty: 5651.147949
	Iteration 61Q: 3 clusters Score -1.19367e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84302 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -11936826.000000 Penalty: 5651.147949
	Iteration 62Q: 3 clusters Score -1.193683e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84546 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -11936899.000000 Penalty: 5651.147949
	Iteration 63Q: 3 clusters Score -1.19369e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84755 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -11936928.000000 Penalty: 5651.147949
	Iteration 64Q: 3 clusters Score -1.193693e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84936 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -11936968.000000 Penalty: 5651.147949
	Iteration 65Q: 3 clusters Score -1.193697e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85087 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -11936966.000000 Penalty: 5651.147949
	Iteration 66Q: 3 clusters Score -1.193697e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85224 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -11936986.000000 Penalty: 5651.147949
	Iteration 67Q: 3 clusters Score -1.193699e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85349 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -11937004.000000 Penalty: 5651.147949
	Iteration 68Q: 3 clusters Score -1.1937e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85455 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -11937063.000000 Penalty: 5651.147949
	Iteration 69Q: 3 clusters Score -1.193706e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85569 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -11937067.000000 Penalty: 5651.147949
	Iteration 70Q: 3 clusters Score -1.193707e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85680 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -11937065.000000 Penalty: 5651.147949
	Iteration 71Q: 3 clusters Score -1.193706e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85762 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -11937085.000000 Penalty: 5651.147949
	Iteration 72Q: 3 clusters Score -1.193708e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85837 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -11937111.000000 Penalty: 5651.147949
	Iteration 73Q: 3 clusters Score -1.193711e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85907 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -11937107.000000 Penalty: 5651.147949
	Iteration 74Q: 3 clusters Score -1.193711e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85972 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -11937110.000000 Penalty: 5651.147949
	Iteration 75Q: 3 clusters Score -1.193711e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86036 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -11937110.000000 Penalty: 5651.147949
	Iteration 76Q: 3 clusters Score -1.193711e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86091 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -11937128.000000 Penalty: 5651.147949
	Iteration 77Q: 3 clusters Score -1.193713e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86137 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -11937134.000000 Penalty: 5651.147949
	Iteration 78Q: 3 clusters Score -1.193713e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86180 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -11937136.000000 Penalty: 5651.147949
	Iteration 79Q: 3 clusters Score -1.193714e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86219 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -11937140.000000 Penalty: 5651.147949
	Iteration 80F: 3 clusters Score -1.193714e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86254 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -11937142.000000 Penalty: 5651.147949
	Iteration 81Q: 3 clusters Score -1.193714e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86288 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -11937158.000000 Penalty: 5651.147949
	Iteration 82Q: 3 clusters Score -1.193716e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86311 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -11937161.000000 Penalty: 5651.147949
	Iteration 83Q: 3 clusters Score -1.193716e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86334 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -11937164.000000 Penalty: 5651.147949
	Iteration 84Q: 3 clusters Score -1.193716e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86359 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -11937163.000000 Penalty: 5651.147949
	Iteration 85Q: 3 clusters Score -1.193716e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86377 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -11937182.000000 Penalty: 5651.147949
	Iteration 86Q: 3 clusters Score -1.193718e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86391 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -11937187.000000 Penalty: 5651.147949
	Iteration 87Q: 3 clusters Score -1.193719e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86408 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -11937180.000000 Penalty: 5651.147949
	Iteration 88Q: 3 clusters Score -1.193718e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86419 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -11937185.000000 Penalty: 5651.147949
	Iteration 89Q: 3 clusters Score -1.193718e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86430 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -11937178.000000 Penalty: 5651.147949
	Iteration 90Q: 3 clusters Score -1.193718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86440 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -11937177.000000 Penalty: 5651.147949
	Iteration 91Q: 3 clusters Score -1.193718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86445 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -11937179.000000 Penalty: 5651.147949
	Iteration 92Q: 3 clusters Score -1.193718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86448 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -11937175.000000 Penalty: 5651.147949
	Iteration 93Q: 3 clusters Score -1.193718e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86449 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -11937174.000000 Penalty: 5651.147949
	Iteration 94Q: 3 clusters Score -1.193717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86450 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -11937176.000000 Penalty: 5651.147949
	Iteration 95Q: 3 clusters Score -1.193718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86450 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -11937176.000000 Penalty: 5651.147949
	Iteration 96F: 3 clusters Score -1.193718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (72728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72728 members 
Entering Unmasked Estep 
Score: -9780252.000000 Penalty: 2776.231445
	Iteration 0F: 2 clusters Score -9780252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -9731805.000000 Penalty: 5552.462891
	Iteration 0F: 3 clusters Score -9731805 nChanged 33905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -9750602.000000 Penalty: 5552.462891
	Iteration 1F: 3 clusters Score -9750602 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -9751102.000000 Penalty: 5552.462891
	Iteration 2Q: 3 clusters Score -9751102 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -9751676.000000 Penalty: 5552.462891
	Iteration 3Q: 3 clusters Score -9751676 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -9752459.000000 Penalty: 5552.462891
	Iteration 4Q: 3 clusters Score -9752459 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -9753877.000000 Penalty: 5552.462891
	Iteration 5Q: 3 clusters Score -9753877 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -9755881.000000 Penalty: 5552.462891
	Iteration 6F: 3 clusters Score -9755881 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -9758735.000000 Penalty: 5552.462891
	Iteration 7F: 3 clusters Score -9758735 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -9762430.000000 Penalty: 5552.462891
	Iteration 8F: 3 clusters Score -9762430 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -9766505.000000 Penalty: 5552.462891
	Iteration 9F: 3 clusters Score -9766505 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -9770441.000000 Penalty: 5552.462891
	Iteration 10F: 3 clusters Score -9770441 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -9772929.000000 Penalty: 5552.462891
	Iteration 11Q: 3 clusters Score -9772929 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -9774028.000000 Penalty: 5552.462891
	Iteration 12Q: 3 clusters Score -9774028 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 56257 members 
Entering Unmasked Estep 
Score: -9774414.000000 Penalty: 5552.462891
	Iteration 13Q: 3 clusters Score -9774414 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 57092 members 
Entering Unmasked Estep 
Score: -9774723.000000 Penalty: 5552.462891
	Iteration 14Q: 3 clusters Score -9774723 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 57900 members 
Entering Unmasked Estep 
Score: -9774926.000000 Penalty: 5552.462891
	Iteration 15Q: 3 clusters Score -9774926 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 58682 members 
Entering Unmasked Estep 
Score: -9775158.000000 Penalty: 5552.462891
	Iteration 16Q: 3 clusters Score -9775158 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 59476 members 
Entering Unmasked Estep 
Score: -9775413.000000 Penalty: 5552.462891
	Iteration 17Q: 3 clusters Score -9775413 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 60250 members 
Entering Unmasked Estep 
Score: -9775663.000000 Penalty: 5552.462891
	Iteration 18Q: 3 clusters Score -9775663 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 61031 members 
Entering Unmasked Estep 
Score: -9775864.000000 Penalty: 5552.462891
	Iteration 19Q: 3 clusters Score -9775864 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -9776101.000000 Penalty: 5552.462891
	Iteration 20F: 3 clusters Score -9776101 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 62508 members 
Entering Unmasked Estep 
Score: -9776340.000000 Penalty: 5552.462891
	Iteration 21Q: 3 clusters Score -9776340 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 63172 members 
Entering Unmasked Estep 
Score: -9776498.000000 Penalty: 5552.462891
	Iteration 22Q: 3 clusters Score -9776498 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 63804 members 
Entering Unmasked Estep 
Score: -9776697.000000 Penalty: 5552.462891
	Iteration 23Q: 3 clusters Score -9776697 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 64359 members 
Entering Unmasked Estep 
Score: -9776891.000000 Penalty: 5552.462891
	Iteration 24Q: 3 clusters Score -9776891 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -9776974.000000 Penalty: 5552.462891
	Iteration 25Q: 3 clusters Score -9776974 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 65345 members 
Entering Unmasked Estep 
Score: -9777109.000000 Penalty: 5552.462891
	Iteration 26Q: 3 clusters Score -9777109 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 65765 members 
Entering Unmasked Estep 
Score: -9777235.000000 Penalty: 5552.462891
	Iteration 27Q: 3 clusters Score -9777235 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 66151 members 
Entering Unmasked Estep 
Score: -9777361.000000 Penalty: 5552.462891
	Iteration 28Q: 3 clusters Score -9777361 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 66510 members 
Entering Unmasked Estep 
Score: -9777467.000000 Penalty: 5552.462891
	Iteration 29Q: 3 clusters Score -9777467 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 66846 members 
Entering Unmasked Estep 
Score: -9777532.000000 Penalty: 5552.462891
	Iteration 30Q: 3 clusters Score -9777532 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 67139 members 
Entering Unmasked Estep 
Score: -9777624.000000 Penalty: 5552.462891
	Iteration 31Q: 3 clusters Score -9777624 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 67414 members 
Entering Unmasked Estep 
Score: -9777704.000000 Penalty: 5552.462891
	Iteration 32Q: 3 clusters Score -9777704 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 67683 members 
Entering Unmasked Estep 
Score: -9777790.000000 Penalty: 5552.462891
	Iteration 33Q: 3 clusters Score -9777790 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 67940 members 
Entering Unmasked Estep 
Score: -9777839.000000 Penalty: 5552.462891
	Iteration 34Q: 3 clusters Score -9777839 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 68158 members 
Entering Unmasked Estep 
Score: -9777901.000000 Penalty: 5552.462891
	Iteration 35Q: 3 clusters Score -9777901 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 68355 members 
Entering Unmasked Estep 
Score: -9777943.000000 Penalty: 5552.462891
	Iteration 36Q: 3 clusters Score -9777943 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 68534 members 
Entering Unmasked Estep 
Score: -9777988.000000 Penalty: 5552.462891
	Iteration 37Q: 3 clusters Score -9777988 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 68692 members 
Entering Unmasked Estep 
Score: -9778015.000000 Penalty: 5552.462891
	Iteration 38Q: 3 clusters Score -9778015 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 68847 members 
Entering Unmasked Estep 
Score: -9778000.000000 Penalty: 5552.462891
	Iteration 39Q: 3 clusters Score -9778000 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 68985 members 
Entering Unmasked Estep 
Score: -9778043.000000 Penalty: 5552.462891
	Iteration 40F: 3 clusters Score -9778043 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 69125 members 
Entering Unmasked Estep 
Score: -9778085.000000 Penalty: 5552.462891
	Iteration 41Q: 3 clusters Score -9778085 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 69255 members 
Entering Unmasked Estep 
Score: -9778117.000000 Penalty: 5552.462891
	Iteration 42Q: 3 clusters Score -9778117 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 69373 members 
Entering Unmasked Estep 
Score: -9778156.000000 Penalty: 5552.462891
	Iteration 43Q: 3 clusters Score -9778156 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 69484 members 
Entering Unmasked Estep 
Score: -9778161.000000 Penalty: 5552.462891
	Iteration 44Q: 3 clusters Score -9778161 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 69589 members 
Entering Unmasked Estep 
Score: -9778182.000000 Penalty: 5552.462891
	Iteration 45Q: 3 clusters Score -9778182 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 69673 members 
Entering Unmasked Estep 
Score: -9778207.000000 Penalty: 5552.462891
	Iteration 46Q: 3 clusters Score -9778207 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 69753 members 
Entering Unmasked Estep 
Score: -9778247.000000 Penalty: 5552.462891
	Iteration 47Q: 3 clusters Score -9778247 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 69826 members 
Entering Unmasked Estep 
Score: -9778262.000000 Penalty: 5552.462891
	Iteration 48Q: 3 clusters Score -9778262 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 69896 members 
Entering Unmasked Estep 
Score: -9778283.000000 Penalty: 5552.462891
	Iteration 49Q: 3 clusters Score -9778283 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 69960 members 
Entering Unmasked Estep 
Score: -9778305.000000 Penalty: 5552.462891
	Iteration 50Q: 3 clusters Score -9778305 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 70006 members 
Entering Unmasked Estep 
Score: -9778306.000000 Penalty: 5552.462891
	Iteration 51Q: 3 clusters Score -9778306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 70053 members 
Entering Unmasked Estep 
Score: -9778312.000000 Penalty: 5552.462891
	Iteration 52Q: 3 clusters Score -9778312 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 70096 members 
Entering Unmasked Estep 
Score: -9778308.000000 Penalty: 5552.462891
	Iteration 53Q: 3 clusters Score -9778308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 70132 members 
Entering Unmasked Estep 
Score: -9778313.000000 Penalty: 5552.462891
	Iteration 54Q: 3 clusters Score -9778313 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 70158 members 
Entering Unmasked Estep 
Score: -9778322.000000 Penalty: 5552.462891
	Iteration 55Q: 3 clusters Score -9778322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 70177 members 
Entering Unmasked Estep 
Score: -9778335.000000 Penalty: 5552.462891
	Iteration 56Q: 3 clusters Score -9778335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 70192 members 
Entering Unmasked Estep 
Score: -9778332.000000 Penalty: 5552.462891
	Iteration 57Q: 3 clusters Score -9778332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 70203 members 
Entering Unmasked Estep 
Score: -9778339.000000 Penalty: 5552.462891
	Iteration 58Q: 3 clusters Score -9778339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 70215 members 
Entering Unmasked Estep 
Score: -9778350.000000 Penalty: 5552.462891
	Iteration 59Q: 3 clusters Score -9778350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 70226 members 
Entering Unmasked Estep 
Score: -9778359.000000 Penalty: 5552.462891
	Iteration 60F: 3 clusters Score -9778359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 70238 members 
Entering Unmasked Estep 
Score: -9778347.000000 Penalty: 5552.462891
	Iteration 61Q: 3 clusters Score -9778347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 70244 members 
Entering Unmasked Estep 
Score: -9778357.000000 Penalty: 5552.462891
	Iteration 62Q: 3 clusters Score -9778357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 70256 members 
Entering Unmasked Estep 
Score: -9778362.000000 Penalty: 5552.462891
	Iteration 63Q: 3 clusters Score -9778362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 70262 members 
Entering Unmasked Estep 
Score: -9778360.000000 Penalty: 5552.462891
	Iteration 64Q: 3 clusters Score -9778360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 70267 members 
Entering Unmasked Estep 
Score: -9778356.000000 Penalty: 5552.462891
	Iteration 65Q: 3 clusters Score -9778356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 70268 members 
Entering Unmasked Estep 
Score: -9778355.000000 Penalty: 5552.462891
	Iteration 66Q: 3 clusters Score -9778355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 70268 members 
Entering Unmasked Estep 
Score: -9778355.000000 Penalty: 5552.462891
	Iteration 67F: 3 clusters Score -9778355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (156596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156596 members 
Entering Unmasked Estep 
Score: -20852450.000000 Penalty: 2966.433350
	Iteration 0F: 2 clusters Score -2.085245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78431 members 
Mstep: Class 2 contains 78165 members 
Entering Unmasked Estep 
Score: -20749118.000000 Penalty: 5932.866699
	Iteration 0F: 3 clusters Score -2.074912e+07 nChanged 75361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80530 members 
Mstep: Class 2 contains 76066 members 
Entering Unmasked Estep 
Score: -20792328.000000 Penalty: 5932.866699
	Iteration 1F: 3 clusters Score -2.079233e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82361 members 
Mstep: Class 2 contains 74235 members 
Entering Unmasked Estep 
Score: -20793292.000000 Penalty: 5932.866699
	Iteration 2Q: 3 clusters Score -2.079329e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85257 members 
Mstep: Class 2 contains 71339 members 
Entering Unmasked Estep 
Score: -20794516.000000 Penalty: 5932.866699
	Iteration 3Q: 3 clusters Score -2.079452e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89684 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -20796344.000000 Penalty: 5932.866699
	Iteration 4Q: 3 clusters Score -2.079634e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96207 members 
Mstep: Class 2 contains 60389 members 
Entering Unmasked Estep 
Score: -20799324.000000 Penalty: 5932.866699
	Iteration 5Q: 3 clusters Score -2.079932e+07 nChanged 9777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105468 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -20804932.000000 Penalty: 5932.866699
	Iteration 6F: 3 clusters Score -2.080493e+07 nChanged 12196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117432 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -20813866.000000 Penalty: 5932.866699
	Iteration 7F: 3 clusters Score -2.081387e+07 nChanged 13204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130532 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -20825544.000000 Penalty: 5932.866699
	Iteration 8F: 3 clusters Score -2.082554e+07 nChanged 11875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142375 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -20837164.000000 Penalty: 5932.866699
	Iteration 9F: 3 clusters Score -2.083716e+07 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150304 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -20845110.000000 Penalty: 5932.866699
	Iteration 10F: 3 clusters Score -2.084511e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154215 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -20848384.000000 Penalty: 5932.866699
	Iteration 11Q: 3 clusters Score -2.084838e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155632 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -20849422.000000 Penalty: 5932.866699
	Iteration 12Q: 3 clusters Score -2.084942e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156070 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -20849734.000000 Penalty: 5932.866699
	Iteration 13Q: 3 clusters Score -2.084973e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156211 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -20849854.000000 Penalty: 5932.866699
	Iteration 14Q: 3 clusters Score -2.084985e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156267 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -20849944.000000 Penalty: 5932.866699
	Iteration 15Q: 3 clusters Score -2.084994e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156292 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -20849952.000000 Penalty: 5932.866699
	Iteration 16Q: 3 clusters Score -2.084995e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156303 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20849988.000000 Penalty: 5932.866699
	Iteration 17Q: 3 clusters Score -2.084999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156307 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -20850000.000000 Penalty: 5932.866699
	Iteration 18Q: 3 clusters Score -2.085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156314 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -20850014.000000 Penalty: 5932.866699
	Iteration 19Q: 3 clusters Score -2.085001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156318 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -20850022.000000 Penalty: 5932.866699
	Iteration 20F: 3 clusters Score -2.085002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156320 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -20850008.000000 Penalty: 5932.866699
	Iteration 21Q: 3 clusters Score -2.085001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156324 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -20850024.000000 Penalty: 5932.866699
	Iteration 22Q: 3 clusters Score -2.085002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156324 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -20850024.000000 Penalty: 5932.866699
	Iteration 23F: 3 clusters Score -2.085002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (174380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174380 members 
Entering Unmasked Estep 
Score: -23493326.000000 Penalty: 2993.109863
	Iteration 0F: 2 clusters Score -2.349333e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87095 members 
Mstep: Class 2 contains 87285 members 
Entering Unmasked Estep 
Score: -23384238.000000 Penalty: 5986.219727
	Iteration 0F: 3 clusters Score -2.338424e+07 nChanged 83483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85290 members 
Mstep: Class 2 contains 89090 members 
Entering Unmasked Estep 
Score: -23433936.000000 Penalty: 5986.219727
	Iteration 1F: 3 clusters Score -2.343394e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83659 members 
Mstep: Class 2 contains 90721 members 
Entering Unmasked Estep 
Score: -23435374.000000 Penalty: 5986.219727
	Iteration 2Q: 3 clusters Score -2.343537e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81197 members 
Mstep: Class 2 contains 93183 members 
Entering Unmasked Estep 
Score: -23437364.000000 Penalty: 5986.219727
	Iteration 3Q: 3 clusters Score -2.343736e+07 nChanged 7810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77523 members 
Mstep: Class 2 contains 96857 members 
Entering Unmasked Estep 
Score: -23440538.000000 Penalty: 5986.219727
	Iteration 4Q: 3 clusters Score -2.344054e+07 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72356 members 
Mstep: Class 2 contains 102024 members 
Entering Unmasked Estep 
Score: -23444970.000000 Penalty: 5986.219727
	Iteration 5F: 3 clusters Score -2.344497e+07 nChanged 10586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65602 members 
Mstep: Class 2 contains 108778 members 
Entering Unmasked Estep 
Score: -23451280.000000 Penalty: 5986.219727
	Iteration 6F: 3 clusters Score -2.345128e+07 nChanged 11512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57714 members 
Mstep: Class 2 contains 116666 members 
Entering Unmasked Estep 
Score: -23459150.000000 Penalty: 5986.219727
	Iteration 7F: 3 clusters Score -2.345915e+07 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50198 members 
Mstep: Class 2 contains 124182 members 
Entering Unmasked Estep 
Score: -23467576.000000 Penalty: 5986.219727
	Iteration 8F: 3 clusters Score -2.346758e+07 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 129997 members 
Entering Unmasked Estep 
Score: -23475692.000000 Penalty: 5986.219727
	Iteration 9F: 3 clusters Score -2.347569e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 133846 members 
Entering Unmasked Estep 
Score: -23481572.000000 Penalty: 5986.219727
	Iteration 10Q: 3 clusters Score -2.348157e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 136335 members 
Entering Unmasked Estep 
Score: -23484352.000000 Penalty: 5986.219727
	Iteration 11Q: 3 clusters Score -2.348435e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 138373 members 
Entering Unmasked Estep 
Score: -23485808.000000 Penalty: 5986.219727
	Iteration 12Q: 3 clusters Score -2.348581e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 140322 members 
Entering Unmasked Estep 
Score: -23486516.000000 Penalty: 5986.219727
	Iteration 13Q: 3 clusters Score -2.348652e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 142176 members 
Entering Unmasked Estep 
Score: -23487246.000000 Penalty: 5986.219727
	Iteration 14Q: 3 clusters Score -2.348725e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 143956 members 
Entering Unmasked Estep 
Score: -23488036.000000 Penalty: 5986.219727
	Iteration 15Q: 3 clusters Score -2.348804e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 145687 members 
Entering Unmasked Estep 
Score: -23488710.000000 Penalty: 5986.219727
	Iteration 16Q: 3 clusters Score -2.348871e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 147410 members 
Entering Unmasked Estep 
Score: -23489298.000000 Penalty: 5986.219727
	Iteration 17Q: 3 clusters Score -2.34893e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 149179 members 
Entering Unmasked Estep 
Score: -23489984.000000 Penalty: 5986.219727
	Iteration 18Q: 3 clusters Score -2.348998e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 150968 members 
Entering Unmasked Estep 
Score: -23490446.000000 Penalty: 5986.219727
	Iteration 19Q: 3 clusters Score -2.349045e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 152768 members 
Entering Unmasked Estep 
Score: -23490904.000000 Penalty: 5986.219727
	Iteration 20F: 3 clusters Score -2.34909e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 154591 members 
Entering Unmasked Estep 
Score: -23491148.000000 Penalty: 5986.219727
	Iteration 21Q: 3 clusters Score -2.349115e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 156380 members 
Entering Unmasked Estep 
Score: -23491574.000000 Penalty: 5986.219727
	Iteration 22Q: 3 clusters Score -2.349157e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 158146 members 
Entering Unmasked Estep 
Score: -23491744.000000 Penalty: 5986.219727
	Iteration 23Q: 3 clusters Score -2.349174e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 159843 members 
Entering Unmasked Estep 
Score: -23491860.000000 Penalty: 5986.219727
	Iteration 24Q: 3 clusters Score -2.349186e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 161510 members 
Entering Unmasked Estep 
Score: -23492016.000000 Penalty: 5986.219727
	Iteration 25Q: 3 clusters Score -2.349202e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 163042 members 
Entering Unmasked Estep 
Score: -23492126.000000 Penalty: 5986.219727
	Iteration 26Q: 3 clusters Score -2.349213e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 164497 members 
Entering Unmasked Estep 
Score: -23492234.000000 Penalty: 5986.219727
	Iteration 27Q: 3 clusters Score -2.349223e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 165868 members 
Entering Unmasked Estep 
Score: -23492212.000000 Penalty: 5986.219727
	Iteration 28Q: 3 clusters Score -2.349221e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 167115 members 
Entering Unmasked Estep 
Score: -23492118.000000 Penalty: 5986.219727
	Iteration 29Q: 3 clusters Score -2.349212e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 168230 members 
Entering Unmasked Estep 
Score: -23492150.000000 Penalty: 5986.219727
	Iteration 30Q: 3 clusters Score -2.349215e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 169235 members 
Entering Unmasked Estep 
Score: -23491804.000000 Penalty: 5986.219727
	Iteration 31Q: 3 clusters Score -2.34918e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 170133 members 
Entering Unmasked Estep 
Score: -23491584.000000 Penalty: 5986.219727
	Iteration 32Q: 3 clusters Score -2.349158e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 170853 members 
Entering Unmasked Estep 
Score: -23491500.000000 Penalty: 5986.219727
	Iteration 33Q: 3 clusters Score -2.34915e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 171448 members 
Entering Unmasked Estep 
Score: -23491432.000000 Penalty: 5986.219727
	Iteration 34Q: 3 clusters Score -2.349143e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 171959 members 
Entering Unmasked Estep 
Score: -23491446.000000 Penalty: 5986.219727
	Iteration 35Q: 3 clusters Score -2.349145e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 172328 members 
Entering Unmasked Estep 
Score: -23491432.000000 Penalty: 5986.219727
	Iteration 36Q: 3 clusters Score -2.349143e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 172598 members 
Entering Unmasked Estep 
Score: -23491346.000000 Penalty: 5986.219727
	Iteration 37Q: 3 clusters Score -2.349135e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 172809 members 
Entering Unmasked Estep 
Score: -23491342.000000 Penalty: 5986.219727
	Iteration 38Q: 3 clusters Score -2.349134e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 172990 members 
Entering Unmasked Estep 
Score: -23491330.000000 Penalty: 5986.219727
	Iteration 39Q: 3 clusters Score -2.349133e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 173102 members 
Entering Unmasked Estep 
Score: -23491294.000000 Penalty: 5986.219727
	Iteration 40F: 3 clusters Score -2.349129e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 173201 members 
Entering Unmasked Estep 
Score: -23491276.000000 Penalty: 5986.219727
	Iteration 41Q: 3 clusters Score -2.349128e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 173269 members 
Entering Unmasked Estep 
Score: -23491272.000000 Penalty: 5986.219727
	Iteration 42Q: 3 clusters Score -2.349127e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 173331 members 
Entering Unmasked Estep 
Score: -23491242.000000 Penalty: 5986.219727
	Iteration 43Q: 3 clusters Score -2.349124e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 173388 members 
Entering Unmasked Estep 
Score: -23491212.000000 Penalty: 5986.219727
	Iteration 44Q: 3 clusters Score -2.349121e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 173448 members 
Entering Unmasked Estep 
Score: -23491214.000000 Penalty: 5986.219727
	Iteration 45Q: 3 clusters Score -2.349121e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 173491 members 
Entering Unmasked Estep 
Score: -23491196.000000 Penalty: 5986.219727
	Iteration 46Q: 3 clusters Score -2.34912e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 173524 members 
Entering Unmasked Estep 
Score: -23491180.000000 Penalty: 5986.219727
	Iteration 47Q: 3 clusters Score -2.349118e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 173550 members 
Entering Unmasked Estep 
Score: -23491208.000000 Penalty: 5986.219727
	Iteration 48Q: 3 clusters Score -2.349121e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 173566 members 
Entering Unmasked Estep 
Score: -23491216.000000 Penalty: 5986.219727
	Iteration 49Q: 3 clusters Score -2.349122e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 173583 members 
Entering Unmasked Estep 
Score: -23491232.000000 Penalty: 5986.219727
	Iteration 50Q: 3 clusters Score -2.349123e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 173596 members 
Entering Unmasked Estep 
Score: -23491226.000000 Penalty: 5986.219727
	Iteration 51Q: 3 clusters Score -2.349123e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 173606 members 
Entering Unmasked Estep 
Score: -23491208.000000 Penalty: 5986.219727
	Iteration 52Q: 3 clusters Score -2.349121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 173613 members 
Entering Unmasked Estep 
Score: -23491212.000000 Penalty: 5986.219727
	Iteration 53Q: 3 clusters Score -2.349121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 173617 members 
Entering Unmasked Estep 
Score: -23491214.000000 Penalty: 5986.219727
	Iteration 54Q: 3 clusters Score -2.349121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 173620 members 
Entering Unmasked Estep 
Score: -23491232.000000 Penalty: 5986.219727
	Iteration 55Q: 3 clusters Score -2.349123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 173621 members 
Entering Unmasked Estep 
Score: -23491230.000000 Penalty: 5986.219727
	Iteration 56Q: 3 clusters Score -2.349123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 173625 members 
Entering Unmasked Estep 
Score: -23491232.000000 Penalty: 5986.219727
	Iteration 57Q: 3 clusters Score -2.349123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 173628 members 
Entering Unmasked Estep 
Score: -23491236.000000 Penalty: 5986.219727
	Iteration 58Q: 3 clusters Score -2.349124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 173630 members 
Entering Unmasked Estep 
Score: -23491252.000000 Penalty: 5986.219727
	Iteration 59Q: 3 clusters Score -2.349125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 173634 members 
Entering Unmasked Estep 
Score: -23491242.000000 Penalty: 5986.219727
	Iteration 60F: 3 clusters Score -2.349124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 173633 members 
Entering Unmasked Estep 
Score: -23491248.000000 Penalty: 5986.219727
	Iteration 61Q: 3 clusters Score -2.349125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 173634 members 
Entering Unmasked Estep 
Score: -23491246.000000 Penalty: 5986.219727
	Iteration 62Q: 3 clusters Score -2.349125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 173635 members 
Entering Unmasked Estep 
Score: -23491256.000000 Penalty: 5986.219727
	Iteration 63Q: 3 clusters Score -2.349126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 173637 members 
Entering Unmasked Estep 
Score: -23491252.000000 Penalty: 5986.219727
	Iteration 64Q: 3 clusters Score -2.349125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 173643 members 
Entering Unmasked Estep 
Score: -23491246.000000 Penalty: 5986.219727
	Iteration 65Q: 3 clusters Score -2.349125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 173643 members 
Entering Unmasked Estep 
Score: -23491250.000000 Penalty: 5986.219727
	Iteration 66Q: 3 clusters Score -2.349125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 173642 members 
Entering Unmasked Estep 
Score: -23491256.000000 Penalty: 5986.219727
	Iteration 67Q: 3 clusters Score -2.349126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 173642 members 
Entering Unmasked Estep 
Score: -23491256.000000 Penalty: 5986.219727
	Iteration 68F: 3 clusters Score -2.349126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -19511.080078 Penalty: 1285.082397
	Iteration 0F: 2 clusters Score -19511.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18494.574219 Penalty: 2570.164795
	Iteration 0F: 3 clusters Score -18494.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18541.052734 Penalty: 2570.164795
	Iteration 1Q: 3 clusters Score -18541.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18569.361328 Penalty: 2570.164795
	Iteration 2Q: 3 clusters Score -18569.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18598.917969 Penalty: 2570.164795
	Iteration 3Q: 3 clusters Score -18598.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18627.683594 Penalty: 2570.164795
	Iteration 4Q: 3 clusters Score -18627.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18627.683594 Penalty: 2570.164795
	Iteration 5F: 3 clusters Score -18627.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83553 members 
Mstep: Class 2 contains 56390 members 
Mstep: Class 3 contains 5692 members 
Mstep: Class 4 contains 165465 members 
Mstep: Class 5 contains 118041 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 169864 members 
Mstep: Class 8 contains 54726 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 46970 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 112812 members 
Mstep: Class 16 contains 18035 members 
Mstep: Class 17 contains 48602 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 88738 members 
Mstep: Class 21 contains 72728 members 
Mstep: Class 22 contains 156596 members 
Mstep: Class 23 contains 174380 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180469600.000000 Penalty: 84149.148438
Iteration 239Q: 25 clusters Score -1.804696e+08 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83578 members 
Mstep: Class 2 contains 56256 members 
Mstep: Class 3 contains 5701 members 
Mstep: Class 4 contains 165172 members 
Mstep: Class 5 contains 119919 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 169976 members 
Mstep: Class 8 contains 54619 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 46921 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1520 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 111766 members 
Mstep: Class 16 contains 18052 members 
Mstep: Class 17 contains 48536 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 88565 members 
Mstep: Class 21 contains 72617 members 
Mstep: Class 22 contains 156585 members 
Mstep: Class 23 contains 174330 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180470592.000000 Penalty: 84149.148438
Iteration 240F: 25 clusters Score -1.804706e+08 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83587 members 
Mstep: Class 2 contains 56121 members 
Mstep: Class 3 contains 5717 members 
Mstep: Class 4 contains 164887 members 
Mstep: Class 5 contains 121812 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 170105 members 
Mstep: Class 8 contains 54497 members 
Mstep: Class 9 contains 2673 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 46872 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1510 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 110720 members 
Mstep: Class 16 contains 18091 members 
Mstep: Class 17 contains 48463 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 88417 members 
Mstep: Class 21 contains 72521 members 
Mstep: Class 22 contains 156486 members 
Mstep: Class 23 contains 174304 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180470848.000000 Penalty: 84149.148438
Iteration 241Q: 25 clusters Score -1.804708e+08 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83611 members 
Mstep: Class 2 contains 55967 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 164544 members 
Mstep: Class 5 contains 123777 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 170248 members 
Mstep: Class 8 contains 54357 members 
Mstep: Class 9 contains 2672 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 46833 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1497 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 109623 members 
Mstep: Class 16 contains 18126 members 
Mstep: Class 17 contains 48367 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 88308 members 
Mstep: Class 21 contains 72471 members 
Mstep: Class 22 contains 156404 members 
Mstep: Class 23 contains 174249 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180471216.000000 Penalty: 84149.148438
Iteration 242Q: 25 clusters Score -1.804712e+08 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83645 members 
Mstep: Class 2 contains 55825 members 
Mstep: Class 3 contains 5733 members 
Mstep: Class 4 contains 164295 members 
Mstep: Class 5 contains 125788 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 170418 members 
Mstep: Class 8 contains 54204 members 
Mstep: Class 9 contains 2673 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 46754 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1483 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 108416 members 
Mstep: Class 16 contains 18139 members 
Mstep: Class 17 contains 48274 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 88186 members 
Mstep: Class 21 contains 72379 members 
Mstep: Class 22 contains 156318 members 
Mstep: Class 23 contains 174254 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180470960.000000 Penalty: 84149.148438
Iteration 243Q: 25 clusters Score -1.80471e+08 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83691 members 
Mstep: Class 2 contains 55716 members 
Mstep: Class 3 contains 5738 members 
Mstep: Class 4 contains 164072 members 
Mstep: Class 5 contains 127891 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 170515 members 
Mstep: Class 8 contains 54024 members 
Mstep: Class 9 contains 2676 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 46671 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1469 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 107164 members 
Mstep: Class 16 contains 18190 members 
Mstep: Class 17 contains 48150 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 88064 members 
Mstep: Class 21 contains 72294 members 
Mstep: Class 22 contains 156163 members 
Mstep: Class 23 contains 174298 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180471184.000000 Penalty: 84149.148438
Iteration 244Q: 25 clusters Score -1.804712e+08 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83734 members 
Mstep: Class 2 contains 55564 members 
Mstep: Class 3 contains 5742 members 
Mstep: Class 4 contains 163849 members 
Mstep: Class 5 contains 130163 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 170659 members 
Mstep: Class 8 contains 53841 members 
Mstep: Class 9 contains 2676 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 46565 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1456 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 105914 members 
Mstep: Class 16 contains 18237 members 
Mstep: Class 17 contains 48025 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 87869 members 
Mstep: Class 21 contains 72179 members 
Mstep: Class 22 contains 155940 members 
Mstep: Class 23 contains 174371 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180472032.000000 Penalty: 84149.148438
Iteration 245Q: 25 clusters Score -1.80472e+08 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83772 members 
Mstep: Class 2 contains 55403 members 
Mstep: Class 3 contains 5746 members 
Mstep: Class 4 contains 163638 members 
Mstep: Class 5 contains 132346 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 170779 members 
Mstep: Class 8 contains 53641 members 
Mstep: Class 9 contains 2677 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 46458 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 104717 members 
Mstep: Class 16 contains 18293 members 
Mstep: Class 17 contains 47890 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 87667 members 
Mstep: Class 21 contains 72084 members 
Mstep: Class 22 contains 155712 members 
Mstep: Class 23 contains 174516 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180472064.000000 Penalty: 84149.148438
Iteration 246Q: 25 clusters Score -1.804721e+08 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83813 members 
Mstep: Class 2 contains 55226 members 
Mstep: Class 3 contains 5753 members 
Mstep: Class 4 contains 163431 members 
Mstep: Class 5 contains 134653 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 170976 members 
Mstep: Class 8 contains 53449 members 
Mstep: Class 9 contains 2678 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 46330 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 103480 members 
Mstep: Class 16 contains 18355 members 
Mstep: Class 17 contains 47735 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 87469 members 
Mstep: Class 21 contains 71995 members 
Mstep: Class 22 contains 155465 members 
Mstep: Class 23 contains 174539 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180472384.000000 Penalty: 84149.148438
Iteration 247Q: 25 clusters Score -1.804724e+08 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83863 members 
Mstep: Class 2 contains 55040 members 
Mstep: Class 3 contains 5762 members 
Mstep: Class 4 contains 163233 members 
Mstep: Class 5 contains 137090 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 171122 members 
Mstep: Class 8 contains 53226 members 
Mstep: Class 9 contains 2677 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 46182 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1431 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 102280 members 
Mstep: Class 16 contains 18408 members 
Mstep: Class 17 contains 47564 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 87247 members 
Mstep: Class 21 contains 71915 members 
Mstep: Class 22 contains 155263 members 
Mstep: Class 23 contains 174481 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180473216.000000 Penalty: 84149.148438
Iteration 248Q: 25 clusters Score -1.804732e+08 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83902 members 
Mstep: Class 2 contains 54876 members 
Mstep: Class 3 contains 5767 members 
Mstep: Class 4 contains 162908 members 
Mstep: Class 5 contains 139649 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 171337 members 
Mstep: Class 8 contains 52988 members 
Mstep: Class 9 contains 2677 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 46031 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1422 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 101020 members 
Mstep: Class 16 contains 18464 members 
Mstep: Class 17 contains 47366 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 86985 members 
Mstep: Class 21 contains 71833 members 
Mstep: Class 22 contains 155067 members 
Mstep: Class 23 contains 174492 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180473536.000000 Penalty: 84149.148438
Iteration 249Q: 25 clusters Score -1.804735e+08 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83939 members 
Mstep: Class 2 contains 54655 members 
Mstep: Class 3 contains 5773 members 
Mstep: Class 4 contains 162499 members 
Mstep: Class 5 contains 142308 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 171559 members 
Mstep: Class 8 contains 52757 members 
Mstep: Class 9 contains 2676 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 45876 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1414 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 99753 members 
Mstep: Class 16 contains 18519 members 
Mstep: Class 17 contains 47162 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 86697 members 
Mstep: Class 21 contains 71707 members 
Mstep: Class 22 contains 154816 members 
Mstep: Class 23 contains 174674 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180473488.000000 Penalty: 84149.148438
Iteration 250Q: 25 clusters Score -1.804735e+08 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 83996 members 
Mstep: Class 2 contains 54464 members 
Mstep: Class 3 contains 5777 members 
Mstep: Class 4 contains 162006 members 
Mstep: Class 5 contains 145064 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 171680 members 
Mstep: Class 8 contains 52519 members 
Mstep: Class 9 contains 2676 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 45737 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 98528 members 
Mstep: Class 16 contains 18578 members 
Mstep: Class 17 contains 46939 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 86416 members 
Mstep: Class 21 contains 71595 members 
Mstep: Class 22 contains 154563 members 
Mstep: Class 23 contains 174844 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180474576.000000 Penalty: 84149.148438
Iteration 251Q: 25 clusters Score -1.804746e+08 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 84064 members 
Mstep: Class 2 contains 54248 members 
Mstep: Class 3 contains 5779 members 
Mstep: Class 4 contains 161473 members 
Mstep: Class 5 contains 147984 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 171723 members 
Mstep: Class 8 contains 52263 members 
Mstep: Class 9 contains 2677 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 45573 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 97382 members 
Mstep: Class 16 contains 18644 members 
Mstep: Class 17 contains 46747 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 86138 members 
Mstep: Class 21 contains 71481 members 
Mstep: Class 22 contains 154306 members 
Mstep: Class 23 contains 174908 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476272.000000 Penalty: 84149.148438
Iteration 252Q: 25 clusters Score -1.804763e+08 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 84141 members 
Mstep: Class 2 contains 54034 members 
Mstep: Class 3 contains 5782 members 
Mstep: Class 4 contains 160886 members 
Mstep: Class 5 contains 151021 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 171666 members 
Mstep: Class 8 contains 52001 members 
Mstep: Class 9 contains 2677 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 45437 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1383 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 96277 members 
Mstep: Class 16 contains 18682 members 
Mstep: Class 17 contains 46542 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 85861 members 
Mstep: Class 21 contains 71344 members 
Mstep: Class 22 contains 154081 members 
Mstep: Class 23 contains 174967 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476208.000000 Penalty: 84149.148438
Iteration 253Q: 25 clusters Score -1.804762e+08 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 84193 members 
Mstep: Class 2 contains 53808 members 
Mstep: Class 3 contains 5788 members 
Mstep: Class 4 contains 160301 members 
Mstep: Class 5 contains 154289 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 171660 members 
Mstep: Class 8 contains 51709 members 
Mstep: Class 9 contains 2676 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 45290 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1373 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 95210 members 
Mstep: Class 16 contains 18716 members 
Mstep: Class 17 contains 46323 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 85567 members 
Mstep: Class 21 contains 71172 members 
Mstep: Class 22 contains 153908 members 
Mstep: Class 23 contains 174800 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477760.000000 Penalty: 84149.148438
Iteration 254Q: 25 clusters Score -1.804778e+08 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 84238 members 
Mstep: Class 2 contains 53595 members 
Mstep: Class 3 contains 5795 members 
Mstep: Class 4 contains 159889 members 
Mstep: Class 5 contains 157398 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 171668 members 
Mstep: Class 8 contains 51471 members 
Mstep: Class 9 contains 2675 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 45149 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1358 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 94170 members 
Mstep: Class 16 contains 18752 members 
Mstep: Class 17 contains 46086 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 85262 members 
Mstep: Class 21 contains 70974 members 
Mstep: Class 22 contains 153762 members 
Mstep: Class 23 contains 174541 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478608.000000 Penalty: 84149.148438
Iteration 255Q: 25 clusters Score -1.804786e+08 nChanged 10683
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 84314 members 
Mstep: Class 2 contains 53345 members 
Mstep: Class 3 contains 5800 members 
Mstep: Class 4 contains 159558 members 
Mstep: Class 5 contains 160611 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 171629 members 
Mstep: Class 8 contains 51227 members 
Mstep: Class 9 contains 2676 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 44991 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 93066 members 
Mstep: Class 16 contains 18808 members 
Mstep: Class 17 contains 45848 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 84874 members 
Mstep: Class 21 contains 70745 members 
Mstep: Class 22 contains 153676 members 
Mstep: Class 23 contains 174272 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180479536.000000 Penalty: 84149.148438
Iteration 256Q: 25 clusters Score -1.804795e+08 nChanged 11413
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 84364 members 
Mstep: Class 2 contains 53086 members 
Mstep: Class 3 contains 5811 members 
Mstep: Class 4 contains 159342 members 
Mstep: Class 5 contains 163413 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 171787 members 
Mstep: Class 8 contains 51007 members 
Mstep: Class 9 contains 2673 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 44806 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 91944 members 
Mstep: Class 16 contains 18853 members 
Mstep: Class 17 contains 45627 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 84463 members 
Mstep: Class 21 contains 70501 members 
Mstep: Class 22 contains 153685 members 
Mstep: Class 23 contains 174088 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180480496.000000 Penalty: 84149.148438
Iteration 257Q: 25 clusters Score -1.804805e+08 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 84440 members 
Mstep: Class 2 contains 52854 members 
Mstep: Class 3 contains 5825 members 
Mstep: Class 4 contains 159317 members 
Mstep: Class 5 contains 165608 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 172084 members 
Mstep: Class 8 contains 50817 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 44626 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1319 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 90801 members 
Mstep: Class 16 contains 18911 members 
Mstep: Class 17 contains 45388 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 84065 members 
Mstep: Class 21 contains 70246 members 
Mstep: Class 22 contains 153777 members 
Mstep: Class 23 contains 174034 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180480096.000000 Penalty: 84149.148438
Iteration 258Q: 25 clusters Score -1.804801e+08 nChanged 11016
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 84563 members 
Mstep: Class 2 contains 52650 members 
Mstep: Class 3 contains 5840 members 
Mstep: Class 4 contains 159578 members 
Mstep: Class 5 contains 167222 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 172403 members 
Mstep: Class 8 contains 50666 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 44407 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1301 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 89631 members 
Mstep: Class 16 contains 18964 members 
Mstep: Class 17 contains 45160 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 83723 members 
Mstep: Class 21 contains 70030 members 
Mstep: Class 22 contains 153978 members 
Mstep: Class 23 contains 173996 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180479680.000000 Penalty: 84149.148438
Iteration 259Q: 25 clusters Score -1.804797e+08 nChanged 10567
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 84698 members 
Mstep: Class 2 contains 52473 members 
Mstep: Class 3 contains 5855 members 
Mstep: Class 4 contains 160021 members 
Mstep: Class 5 contains 168116 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 172869 members 
Mstep: Class 8 contains 50562 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 44210 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1277 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 88484 members 
Mstep: Class 16 contains 19020 members 
Mstep: Class 17 contains 44970 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 83398 members 
Mstep: Class 21 contains 69828 members 
Mstep: Class 22 contains 154314 members 
Mstep: Class 23 contains 174018 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180479120.000000 Penalty: 84149.148438
Iteration 260F: 25 clusters Score -1.804791e+08 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 84856 members 
Mstep: Class 2 contains 52283 members 
Mstep: Class 3 contains 5876 members 
Mstep: Class 4 contains 160710 members 
Mstep: Class 5 contains 168441 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 173370 members 
Mstep: Class 8 contains 50515 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 44016 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1259 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 87352 members 
Mstep: Class 16 contains 19082 members 
Mstep: Class 17 contains 44726 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 83107 members 
Mstep: Class 21 contains 69665 members 
Mstep: Class 22 contains 154668 members 
Mstep: Class 23 contains 174187 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180479152.000000 Penalty: 84149.148438
Iteration 261Q: 25 clusters Score -1.804792e+08 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85058 members 
Mstep: Class 2 contains 52111 members 
Mstep: Class 3 contains 5894 members 
Mstep: Class 4 contains 161546 members 
Mstep: Class 5 contains 168481 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 173893 members 
Mstep: Class 8 contains 50470 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 43792 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1247 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 86177 members 
Mstep: Class 16 contains 19152 members 
Mstep: Class 17 contains 44510 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 82847 members 
Mstep: Class 21 contains 69487 members 
Mstep: Class 22 contains 155035 members 
Mstep: Class 23 contains 174410 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180479424.000000 Penalty: 84149.148438
Iteration 262Q: 25 clusters Score -1.804794e+08 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85270 members 
Mstep: Class 2 contains 51968 members 
Mstep: Class 3 contains 5914 members 
Mstep: Class 4 contains 162537 members 
Mstep: Class 5 contains 168317 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 174336 members 
Mstep: Class 8 contains 50426 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 43591 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1238 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 84984 members 
Mstep: Class 16 contains 19203 members 
Mstep: Class 17 contains 44304 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 82649 members 
Mstep: Class 21 contains 69303 members 
Mstep: Class 22 contains 155486 members 
Mstep: Class 23 contains 174586 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180479648.000000 Penalty: 84149.148438
Iteration 263Q: 25 clusters Score -1.804796e+08 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85508 members 
Mstep: Class 2 contains 51833 members 
Mstep: Class 3 contains 5938 members 
Mstep: Class 4 contains 163611 members 
Mstep: Class 5 contains 167974 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 174696 members 
Mstep: Class 8 contains 50414 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 43362 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1239 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 83814 members 
Mstep: Class 16 contains 19258 members 
Mstep: Class 17 contains 44113 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 82482 members 
Mstep: Class 21 contains 69148 members 
Mstep: Class 22 contains 155967 members 
Mstep: Class 23 contains 174753 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180479952.000000 Penalty: 84149.148438
Iteration 264Q: 25 clusters Score -1.8048e+08 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85719 members 
Mstep: Class 2 contains 51712 members 
Mstep: Class 3 contains 5961 members 
Mstep: Class 4 contains 164773 members 
Mstep: Class 5 contains 167684 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 175023 members 
Mstep: Class 8 contains 50388 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 43139 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1232 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 82710 members 
Mstep: Class 16 contains 19323 members 
Mstep: Class 17 contains 43950 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 82299 members 
Mstep: Class 21 contains 68969 members 
Mstep: Class 22 contains 156569 members 
Mstep: Class 23 contains 174657 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180480736.000000 Penalty: 84149.148438
Iteration 265Q: 25 clusters Score -1.804807e+08 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 85917 members 
Mstep: Class 2 contains 51574 members 
Mstep: Class 3 contains 5980 members 
Mstep: Class 4 contains 165918 members 
Mstep: Class 5 contains 167329 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 175332 members 
Mstep: Class 8 contains 50389 members 
Mstep: Class 9 contains 2672 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 42930 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1222 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 81626 members 
Mstep: Class 16 contains 19399 members 
Mstep: Class 17 contains 43794 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 82154 members 
Mstep: Class 21 contains 68823 members 
Mstep: Class 22 contains 157122 members 
Mstep: Class 23 contains 174598 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180480448.000000 Penalty: 84149.148438
Iteration 266Q: 25 clusters Score -1.804804e+08 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 86129 members 
Mstep: Class 2 contains 51443 members 
Mstep: Class 3 contains 6002 members 
Mstep: Class 4 contains 167154 members 
Mstep: Class 5 contains 166925 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 175521 members 
Mstep: Class 8 contains 50388 members 
Mstep: Class 9 contains 2672 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 42774 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1206 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 80556 members 
Mstep: Class 16 contains 19480 members 
Mstep: Class 17 contains 43665 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 82063 members 
Mstep: Class 21 contains 68686 members 
Mstep: Class 22 contains 157714 members 
Mstep: Class 23 contains 174399 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180480032.000000 Penalty: 84149.148438
Iteration 267Q: 25 clusters Score -1.8048e+08 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 86334 members 
Mstep: Class 2 contains 51317 members 
Mstep: Class 3 contains 6032 members 
Mstep: Class 4 contains 168325 members 
Mstep: Class 5 contains 166548 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 175690 members 
Mstep: Class 8 contains 50373 members 
Mstep: Class 9 contains 2673 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 42579 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1194 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 79532 members 
Mstep: Class 16 contains 19576 members 
Mstep: Class 17 contains 43547 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 81990 members 
Mstep: Class 21 contains 68560 members 
Mstep: Class 22 contains 158288 members 
Mstep: Class 23 contains 174219 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180480544.000000 Penalty: 84149.148438
Iteration 268Q: 25 clusters Score -1.804805e+08 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 86555 members 
Mstep: Class 2 contains 51200 members 
Mstep: Class 3 contains 6064 members 
Mstep: Class 4 contains 169386 members 
Mstep: Class 5 contains 166175 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 175768 members 
Mstep: Class 8 contains 50359 members 
Mstep: Class 9 contains 2672 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 42408 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1184 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 78578 members 
Mstep: Class 16 contains 19694 members 
Mstep: Class 17 contains 43441 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 81903 members 
Mstep: Class 21 contains 68420 members 
Mstep: Class 22 contains 158806 members 
Mstep: Class 23 contains 174165 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180480048.000000 Penalty: 84149.148438
Iteration 269Q: 25 clusters Score -1.8048e+08 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 86756 members 
Mstep: Class 2 contains 51080 members 
Mstep: Class 3 contains 6095 members 
Mstep: Class 4 contains 170392 members 
Mstep: Class 5 contains 165860 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 175828 members 
Mstep: Class 8 contains 50364 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 42254 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1177 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 77664 members 
Mstep: Class 16 contains 19835 members 
Mstep: Class 17 contains 43328 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 81804 members 
Mstep: Class 21 contains 68296 members 
Mstep: Class 22 contains 159282 members 
Mstep: Class 23 contains 174091 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180480320.000000 Penalty: 84149.148438
Iteration 270Q: 25 clusters Score -1.804803e+08 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 86944 members 
Mstep: Class 2 contains 50940 members 
Mstep: Class 3 contains 6121 members 
Mstep: Class 4 contains 171354 members 
Mstep: Class 5 contains 165631 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 175866 members 
Mstep: Class 8 contains 50369 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 42112 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1170 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 76764 members 
Mstep: Class 16 contains 19965 members 
Mstep: Class 17 contains 43200 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 81673 members 
Mstep: Class 21 contains 68150 members 
Mstep: Class 22 contains 159791 members 
Mstep: Class 23 contains 174056 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180479984.000000 Penalty: 84149.148438
Iteration 271Q: 25 clusters Score -1.8048e+08 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 87124 members 
Mstep: Class 2 contains 50821 members 
Mstep: Class 3 contains 6141 members 
Mstep: Class 4 contains 172316 members 
Mstep: Class 5 contains 165506 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 175803 members 
Mstep: Class 8 contains 50337 members 
Mstep: Class 9 contains 2672 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 41965 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1160 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 75856 members 
Mstep: Class 16 contains 20086 members 
Mstep: Class 17 contains 43098 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 81546 members 
Mstep: Class 21 contains 68026 members 
Mstep: Class 22 contains 160271 members 
Mstep: Class 23 contains 174049 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180479488.000000 Penalty: 84149.148438
Iteration 272Q: 25 clusters Score -1.804795e+08 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 87268 members 
Mstep: Class 2 contains 50722 members 
Mstep: Class 3 contains 6170 members 
Mstep: Class 4 contains 173226 members 
Mstep: Class 5 contains 165344 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 175789 members 
Mstep: Class 8 contains 50315 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 41842 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1150 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 75010 members 
Mstep: Class 16 contains 20195 members 
Mstep: Class 17 contains 42979 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 81417 members 
Mstep: Class 21 contains 67892 members 
Mstep: Class 22 contains 160714 members 
Mstep: Class 23 contains 174074 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180479760.000000 Penalty: 84149.148438
Iteration 273Q: 25 clusters Score -1.804798e+08 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 87413 members 
Mstep: Class 2 contains 50608 members 
Mstep: Class 3 contains 6199 members 
Mstep: Class 4 contains 174068 members 
Mstep: Class 5 contains 165170 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 175793 members 
Mstep: Class 8 contains 50284 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 41747 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1141 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 74218 members 
Mstep: Class 16 contains 20311 members 
Mstep: Class 17 contains 42856 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 81299 members 
Mstep: Class 21 contains 67760 members 
Mstep: Class 22 contains 161130 members 
Mstep: Class 23 contains 174112 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180480576.000000 Penalty: 84149.148438
Iteration 274Q: 25 clusters Score -1.804806e+08 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 87543 members 
Mstep: Class 2 contains 50528 members 
Mstep: Class 3 contains 6231 members 
Mstep: Class 4 contains 174854 members 
Mstep: Class 5 contains 165015 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 175826 members 
Mstep: Class 8 contains 50279 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 41649 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1134 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 73482 members 
Mstep: Class 16 contains 20439 members 
Mstep: Class 17 contains 42733 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 81181 members 
Mstep: Class 21 contains 67581 members 
Mstep: Class 22 contains 161502 members 
Mstep: Class 23 contains 174131 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180480944.000000 Penalty: 84149.148438
Iteration 275Q: 25 clusters Score -1.804809e+08 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 87677 members 
Mstep: Class 2 contains 50439 members 
Mstep: Class 3 contains 6263 members 
Mstep: Class 4 contains 175497 members 
Mstep: Class 5 contains 164927 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 175897 members 
Mstep: Class 8 contains 50262 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 41554 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1132 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 72830 members 
Mstep: Class 16 contains 20585 members 
Mstep: Class 17 contains 42588 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 81066 members 
Mstep: Class 21 contains 67370 members 
Mstep: Class 22 contains 161920 members 
Mstep: Class 23 contains 174099 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180480960.000000 Penalty: 84149.148438
Iteration 276Q: 25 clusters Score -1.80481e+08 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 87810 members 
Mstep: Class 2 contains 50337 members 
Mstep: Class 3 contains 6295 members 
Mstep: Class 4 contains 176113 members 
Mstep: Class 5 contains 164857 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 175982 members 
Mstep: Class 8 contains 50220 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 41469 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1130 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 72124 members 
Mstep: Class 16 contains 20742 members 
Mstep: Class 17 contains 42451 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80998 members 
Mstep: Class 21 contains 67173 members 
Mstep: Class 22 contains 162317 members 
Mstep: Class 23 contains 174090 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180480656.000000 Penalty: 84149.148438
Iteration 277Q: 25 clusters Score -1.804807e+08 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 87945 members 
Mstep: Class 2 contains 50255 members 
Mstep: Class 3 contains 6324 members 
Mstep: Class 4 contains 176627 members 
Mstep: Class 5 contains 164739 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 176114 members 
Mstep: Class 8 contains 50185 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 41376 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1129 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 71415 members 
Mstep: Class 16 contains 20895 members 
Mstep: Class 17 contains 42326 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80939 members 
Mstep: Class 21 contains 67028 members 
Mstep: Class 22 contains 162669 members 
Mstep: Class 23 contains 174144 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180480752.000000 Penalty: 84149.148438
Iteration 278Q: 25 clusters Score -1.804808e+08 nChanged 5393
Entering ConstructFrom: 
Score: -180480752.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (88098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88098 members 
Entering Unmasked Estep 
Score: -11398319.000000 Penalty: 2823.778809
	Iteration 0F: 2 clusters Score -1.139832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -11339401.000000 Penalty: 5647.557617
	Iteration 0F: 3 clusters Score -1.13394e+07 nChanged 41434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -11362448.000000 Penalty: 5647.557617
	Iteration 1F: 3 clusters Score -1.136245e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -11363148.000000 Penalty: 5647.557617
	Iteration 2Q: 3 clusters Score -1.136315e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -11363963.000000 Penalty: 5647.557617
	Iteration 3Q: 3 clusters Score -1.136396e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -11365350.000000 Penalty: 5647.557617
	Iteration 4Q: 3 clusters Score -1.136535e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -11367615.000000 Penalty: 5647.557617
	Iteration 5F: 3 clusters Score -1.136762e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -11371006.000000 Penalty: 5647.557617
	Iteration 6F: 3 clusters Score -1.137101e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -11374865.000000 Penalty: 5647.557617
	Iteration 7F: 3 clusters Score -1.137486e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -11378316.000000 Penalty: 5647.557617
	Iteration 8F: 3 clusters Score -1.137832e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -11380634.000000 Penalty: 5647.557617
	Iteration 9F: 3 clusters Score -1.138063e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -11381913.000000 Penalty: 5647.557617
	Iteration 10Q: 3 clusters Score -1.138191e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 49141 members 
Entering Unmasked Estep 
Score: -11382663.000000 Penalty: 5647.557617
	Iteration 11Q: 3 clusters Score -1.138266e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 49247 members 
Entering Unmasked Estep 
Score: -11383011.000000 Penalty: 5647.557617
	Iteration 12Q: 3 clusters Score -1.138301e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -11383215.000000 Penalty: 5647.557617
	Iteration 13Q: 3 clusters Score -1.138322e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -11383331.000000 Penalty: 5647.557617
	Iteration 14Q: 3 clusters Score -1.138333e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 49712 members 
Entering Unmasked Estep 
Score: -11383376.000000 Penalty: 5647.557617
	Iteration 15Q: 3 clusters Score -1.138338e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -11383385.000000 Penalty: 5647.557617
	Iteration 16Q: 3 clusters Score -1.138338e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -11383424.000000 Penalty: 5647.557617
	Iteration 17Q: 3 clusters Score -1.138342e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -11383430.000000 Penalty: 5647.557617
	Iteration 18Q: 3 clusters Score -1.138343e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -11383458.000000 Penalty: 5647.557617
	Iteration 19Q: 3 clusters Score -1.138346e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -11383485.000000 Penalty: 5647.557617
	Iteration 20F: 3 clusters Score -1.138348e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -11383491.000000 Penalty: 5647.557617
	Iteration 21Q: 3 clusters Score -1.138349e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -11383543.000000 Penalty: 5647.557617
	Iteration 22Q: 3 clusters Score -1.138354e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 50837 members 
Entering Unmasked Estep 
Score: -11383553.000000 Penalty: 5647.557617
	Iteration 23Q: 3 clusters Score -1.138355e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -11383582.000000 Penalty: 5647.557617
	Iteration 24Q: 3 clusters Score -1.138358e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 51157 members 
Entering Unmasked Estep 
Score: -11383571.000000 Penalty: 5647.557617
	Iteration 25Q: 3 clusters Score -1.138357e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -11383562.000000 Penalty: 5647.557617
	Iteration 26Q: 3 clusters Score -1.138356e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
Score: -11383561.000000 Penalty: 5647.557617
	Iteration 27Q: 3 clusters Score -1.138356e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -11383558.000000 Penalty: 5647.557617
	Iteration 28Q: 3 clusters Score -1.138356e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -11383573.000000 Penalty: 5647.557617
	Iteration 29Q: 3 clusters Score -1.138357e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -11383554.000000 Penalty: 5647.557617
	Iteration 30Q: 3 clusters Score -1.138355e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -11383579.000000 Penalty: 5647.557617
	Iteration 31Q: 3 clusters Score -1.138358e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 52481 members 
Entering Unmasked Estep 
Score: -11383581.000000 Penalty: 5647.557617
	Iteration 32Q: 3 clusters Score -1.138358e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -11383613.000000 Penalty: 5647.557617
	Iteration 33Q: 3 clusters Score -1.138361e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 53096 members 
Entering Unmasked Estep 
Score: -11383611.000000 Penalty: 5647.557617
	Iteration 34Q: 3 clusters Score -1.138361e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -11383667.000000 Penalty: 5647.557617
	Iteration 35Q: 3 clusters Score -1.138367e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 53930 members 
Entering Unmasked Estep 
Score: -11383710.000000 Penalty: 5647.557617
	Iteration 36Q: 3 clusters Score -1.138371e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 54431 members 
Entering Unmasked Estep 
Score: -11383759.000000 Penalty: 5647.557617
	Iteration 37Q: 3 clusters Score -1.138376e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 54951 members 
Entering Unmasked Estep 
Score: -11383825.000000 Penalty: 5647.557617
	Iteration 38Q: 3 clusters Score -1.138382e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 55494 members 
Entering Unmasked Estep 
Score: -11383934.000000 Penalty: 5647.557617
	Iteration 39Q: 3 clusters Score -1.138393e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 56114 members 
Entering Unmasked Estep 
Score: -11383942.000000 Penalty: 5647.557617
	Iteration 40F: 3 clusters Score -1.138394e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -11384008.000000 Penalty: 5647.557617
	Iteration 41Q: 3 clusters Score -1.138401e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 57617 members 
Entering Unmasked Estep 
Score: -11384118.000000 Penalty: 5647.557617
	Iteration 42Q: 3 clusters Score -1.138412e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -11384246.000000 Penalty: 5647.557617
	Iteration 43Q: 3 clusters Score -1.138425e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 59661 members 
Entering Unmasked Estep 
Score: -11384367.000000 Penalty: 5647.557617
	Iteration 44Q: 3 clusters Score -1.138437e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -11384537.000000 Penalty: 5647.557617
	Iteration 45Q: 3 clusters Score -1.138454e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -11384861.000000 Penalty: 5647.557617
	Iteration 46Q: 3 clusters Score -1.138486e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 64076 members 
Entering Unmasked Estep 
Score: -11385224.000000 Penalty: 5647.557617
	Iteration 47Q: 3 clusters Score -1.138522e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 66099 members 
Entering Unmasked Estep 
Score: -11385834.000000 Penalty: 5647.557617
	Iteration 48Q: 3 clusters Score -1.138583e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 68389 members 
Entering Unmasked Estep 
Score: -11386558.000000 Penalty: 5647.557617
	Iteration 49Q: 3 clusters Score -1.138656e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 70942 members 
Entering Unmasked Estep 
Score: -11387593.000000 Penalty: 5647.557617
	Iteration 50Q: 3 clusters Score -1.138759e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 73651 members 
Entering Unmasked Estep 
Score: -11388784.000000 Penalty: 5647.557617
	Iteration 51Q: 3 clusters Score -1.138878e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 76379 members 
Entering Unmasked Estep 
Score: -11390176.000000 Penalty: 5647.557617
	Iteration 52Q: 3 clusters Score -1.139018e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 79082 members 
Entering Unmasked Estep 
Score: -11391744.000000 Penalty: 5647.557617
	Iteration 53Q: 3 clusters Score -1.139174e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 81431 members 
Entering Unmasked Estep 
Score: -11393044.000000 Penalty: 5647.557617
	Iteration 54Q: 3 clusters Score -1.139304e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 83309 members 
Entering Unmasked Estep 
Score: -11394216.000000 Penalty: 5647.557617
	Iteration 55Q: 3 clusters Score -1.139422e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 84725 members 
Entering Unmasked Estep 
Score: -11395014.000000 Penalty: 5647.557617
	Iteration 56Q: 3 clusters Score -1.139501e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 85662 members 
Entering Unmasked Estep 
Score: -11395459.000000 Penalty: 5647.557617
	Iteration 57Q: 3 clusters Score -1.139546e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 86264 members 
Entering Unmasked Estep 
Score: -11395751.000000 Penalty: 5647.557617
	Iteration 58Q: 3 clusters Score -1.139575e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 86627 members 
Entering Unmasked Estep 
Score: -11395912.000000 Penalty: 5647.557617
	Iteration 59Q: 3 clusters Score -1.139591e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 86843 members 
Entering Unmasked Estep 
Score: -11396036.000000 Penalty: 5647.557617
	Iteration 60F: 3 clusters Score -1.139604e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 86998 members 
Entering Unmasked Estep 
Score: -11396115.000000 Penalty: 5647.557617
	Iteration 61Q: 3 clusters Score -1.139612e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 87118 members 
Entering Unmasked Estep 
Score: -11396186.000000 Penalty: 5647.557617
	Iteration 62Q: 3 clusters Score -1.139619e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 87195 members 
Entering Unmasked Estep 
Score: -11396224.000000 Penalty: 5647.557617
	Iteration 63Q: 3 clusters Score -1.139622e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 87241 members 
Entering Unmasked Estep 
Score: -11396258.000000 Penalty: 5647.557617
	Iteration 64Q: 3 clusters Score -1.139626e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 87273 members 
Entering Unmasked Estep 
Score: -11396264.000000 Penalty: 5647.557617
	Iteration 65Q: 3 clusters Score -1.139626e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 87292 members 
Entering Unmasked Estep 
Score: -11396266.000000 Penalty: 5647.557617
	Iteration 66Q: 3 clusters Score -1.139627e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 87313 members 
Entering Unmasked Estep 
Score: -11396294.000000 Penalty: 5647.557617
	Iteration 67Q: 3 clusters Score -1.139629e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 87338 members 
Entering Unmasked Estep 
Score: -11396297.000000 Penalty: 5647.557617
	Iteration 68Q: 3 clusters Score -1.13963e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 87355 members 
Entering Unmasked Estep 
Score: -11396304.000000 Penalty: 5647.557617
	Iteration 69Q: 3 clusters Score -1.13963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 87362 members 
Entering Unmasked Estep 
Score: -11396313.000000 Penalty: 5647.557617
	Iteration 70Q: 3 clusters Score -1.139631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 87370 members 
Entering Unmasked Estep 
Score: -11396320.000000 Penalty: 5647.557617
	Iteration 71Q: 3 clusters Score -1.139632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 87372 members 
Entering Unmasked Estep 
Score: -11396315.000000 Penalty: 5647.557617
	Iteration 72Q: 3 clusters Score -1.139632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 87372 members 
Entering Unmasked Estep 
Score: -11396317.000000 Penalty: 5647.557617
	Iteration 73Q: 3 clusters Score -1.139632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 87374 members 
Entering Unmasked Estep 
Score: -11396315.000000 Penalty: 5647.557617
	Iteration 74Q: 3 clusters Score -1.139632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 87376 members 
Entering Unmasked Estep 
Score: -11396318.000000 Penalty: 5647.557617
	Iteration 75Q: 3 clusters Score -1.139632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 87380 members 
Entering Unmasked Estep 
Score: -11396330.000000 Penalty: 5647.557617
	Iteration 76Q: 3 clusters Score -1.139633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 87383 members 
Entering Unmasked Estep 
Score: -11396334.000000 Penalty: 5647.557617
	Iteration 77Q: 3 clusters Score -1.139633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 87385 members 
Entering Unmasked Estep 
Score: -11396336.000000 Penalty: 5647.557617
	Iteration 78Q: 3 clusters Score -1.139634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 87386 members 
Entering Unmasked Estep 
Score: -11396327.000000 Penalty: 5647.557617
	Iteration 79Q: 3 clusters Score -1.139633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 87387 members 
Entering Unmasked Estep 
Score: -11396333.000000 Penalty: 5647.557617
	Iteration 80F: 3 clusters Score -1.139633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 87388 members 
Entering Unmasked Estep 
Score: -11396323.000000 Penalty: 5647.557617
	Iteration 81Q: 3 clusters Score -1.139632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 87388 members 
Entering Unmasked Estep 
Score: -11396323.000000 Penalty: 5647.557617
	Iteration 82F: 3 clusters Score -1.139632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Entering Unmasked Estep 
Score: -6657570.500000 Penalty: 2684.206055
	Iteration 0F: 2 clusters Score -6657570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -6623759.500000 Penalty: 5368.412109
	Iteration 0F: 3 clusters Score -6623760 nChanged 23125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -6637142.000000 Penalty: 5368.412109
	Iteration 1F: 3 clusters Score -6637142 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -6638211.500000 Penalty: 5368.412109
	Iteration 2Q: 3 clusters Score -6638212 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -6639352.000000 Penalty: 5368.412109
	Iteration 3Q: 3 clusters Score -6639352 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -6640731.000000 Penalty: 5368.412109
	Iteration 4F: 3 clusters Score -6640731 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -6642517.000000 Penalty: 5368.412109
	Iteration 5F: 3 clusters Score -6642517 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -6644873.000000 Penalty: 5368.412109
	Iteration 6F: 3 clusters Score -6644873 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -6647533.500000 Penalty: 5368.412109
	Iteration 7F: 3 clusters Score -6647534 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -6649782.000000 Penalty: 5368.412109
	Iteration 8F: 3 clusters Score -6649782 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -6651042.000000 Penalty: 5368.412109
	Iteration 9Q: 3 clusters Score -6651042 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -6651697.000000 Penalty: 5368.412109
	Iteration 10Q: 3 clusters Score -6651697 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -6652184.500000 Penalty: 5368.412109
	Iteration 11Q: 3 clusters Score -6652184 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -6652513.000000 Penalty: 5368.412109
	Iteration 12Q: 3 clusters Score -6652513 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -6652847.500000 Penalty: 5368.412109
	Iteration 13Q: 3 clusters Score -6652848 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -6653169.500000 Penalty: 5368.412109
	Iteration 14Q: 3 clusters Score -6653170 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -6653480.500000 Penalty: 5368.412109
	Iteration 15Q: 3 clusters Score -6653480 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -6653753.500000 Penalty: 5368.412109
	Iteration 16Q: 3 clusters Score -6653754 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -6653950.500000 Penalty: 5368.412109
	Iteration 17Q: 3 clusters Score -6653950 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -6654194.500000 Penalty: 5368.412109
	Iteration 18Q: 3 clusters Score -6654194 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -6654425.500000 Penalty: 5368.412109
	Iteration 19Q: 3 clusters Score -6654426 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -6654596.500000 Penalty: 5368.412109
	Iteration 20F: 3 clusters Score -6654596 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -6654738.000000 Penalty: 5368.412109
	Iteration 21Q: 3 clusters Score -6654738 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -6654845.000000 Penalty: 5368.412109
	Iteration 22Q: 3 clusters Score -6654845 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -6654964.000000 Penalty: 5368.412109
	Iteration 23Q: 3 clusters Score -6654964 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -6655064.500000 Penalty: 5368.412109
	Iteration 24Q: 3 clusters Score -6655064 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -6655168.500000 Penalty: 5368.412109
	Iteration 25Q: 3 clusters Score -6655168 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -6655231.000000 Penalty: 5368.412109
	Iteration 26Q: 3 clusters Score -6655231 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -6655331.000000 Penalty: 5368.412109
	Iteration 27Q: 3 clusters Score -6655331 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -6655412.500000 Penalty: 5368.412109
	Iteration 28Q: 3 clusters Score -6655412 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -6655469.500000 Penalty: 5368.412109
	Iteration 29Q: 3 clusters Score -6655470 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -6655518.000000 Penalty: 5368.412109
	Iteration 30Q: 3 clusters Score -6655518 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -6655567.000000 Penalty: 5368.412109
	Iteration 31Q: 3 clusters Score -6655567 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -6655642.000000 Penalty: 5368.412109
	Iteration 32Q: 3 clusters Score -6655642 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -6655722.000000 Penalty: 5368.412109
	Iteration 33Q: 3 clusters Score -6655722 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -6655759.000000 Penalty: 5368.412109
	Iteration 34Q: 3 clusters Score -6655759 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -6655832.500000 Penalty: 5368.412109
	Iteration 35Q: 3 clusters Score -6655832 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -6655864.000000 Penalty: 5368.412109
	Iteration 36Q: 3 clusters Score -6655864 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -6655894.500000 Penalty: 5368.412109
	Iteration 37Q: 3 clusters Score -6655894 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -6655932.500000 Penalty: 5368.412109
	Iteration 38Q: 3 clusters Score -6655932 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -6655948.000000 Penalty: 5368.412109
	Iteration 39Q: 3 clusters Score -6655948 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -6655992.000000 Penalty: 5368.412109
	Iteration 40F: 3 clusters Score -6655992 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -6656023.500000 Penalty: 5368.412109
	Iteration 41Q: 3 clusters Score -6656024 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47968 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -6656043.500000 Penalty: 5368.412109
	Iteration 42Q: 3 clusters Score -6656044 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -6656056.000000 Penalty: 5368.412109
	Iteration 43Q: 3 clusters Score -6656056 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -6656089.000000 Penalty: 5368.412109
	Iteration 44Q: 3 clusters Score -6656089 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -6656112.500000 Penalty: 5368.412109
	Iteration 45Q: 3 clusters Score -6656112 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -6656133.500000 Penalty: 5368.412109
	Iteration 46Q: 3 clusters Score -6656134 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6656154.500000 Penalty: 5368.412109
	Iteration 47Q: 3 clusters Score -6656154 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6656181.000000 Penalty: 5368.412109
	Iteration 48Q: 3 clusters Score -6656181 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -6656182.500000 Penalty: 5368.412109
	Iteration 49Q: 3 clusters Score -6656182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -6656177.500000 Penalty: 5368.412109
	Iteration 50Q: 3 clusters Score -6656178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -6656178.000000 Penalty: 5368.412109
	Iteration 51Q: 3 clusters Score -6656178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6656181.000000 Penalty: 5368.412109
	Iteration 52Q: 3 clusters Score -6656181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -6656183.000000 Penalty: 5368.412109
	Iteration 53Q: 3 clusters Score -6656183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6656194.500000 Penalty: 5368.412109
	Iteration 54Q: 3 clusters Score -6656194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -6656196.000000 Penalty: 5368.412109
	Iteration 55Q: 3 clusters Score -6656196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -6656187.500000 Penalty: 5368.412109
	Iteration 56Q: 3 clusters Score -6656188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -6656194.500000 Penalty: 5368.412109
	Iteration 57Q: 3 clusters Score -6656194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6656199.500000 Penalty: 5368.412109
	Iteration 58Q: 3 clusters Score -6656200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6656197.000000 Penalty: 5368.412109
	Iteration 59Q: 3 clusters Score -6656197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6656202.500000 Penalty: 5368.412109
	Iteration 60F: 3 clusters Score -6656202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6656205.000000 Penalty: 5368.412109
	Iteration 61Q: 3 clusters Score -6656205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6656207.500000 Penalty: 5368.412109
	Iteration 62Q: 3 clusters Score -6656208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6656201.500000 Penalty: 5368.412109
	Iteration 63Q: 3 clusters Score -6656202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6656201.500000 Penalty: 5368.412109
	Iteration 64F: 3 clusters Score -6656202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Entering Unmasked Estep 
Score: -803908.625000 Penalty: 2171.344727
	Iteration 0F: 2 clusters Score -803908.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -798520.812500 Penalty: 4342.689453
	Iteration 0F: 3 clusters Score -798520.8 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -799963.375000 Penalty: 4342.689453
	Iteration 1F: 3 clusters Score -799963.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -800297.687500 Penalty: 4342.689453
	Iteration 2F: 3 clusters Score -800297.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -800566.312500 Penalty: 4342.689453
	Iteration 3F: 3 clusters Score -800566.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -800829.937500 Penalty: 4342.689453
	Iteration 4F: 3 clusters Score -800829.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -801060.875000 Penalty: 4342.689453
	Iteration 5F: 3 clusters Score -801060.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -801254.125000 Penalty: 4342.689453
	Iteration 6Q: 3 clusters Score -801254.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -801397.750000 Penalty: 4342.689453
	Iteration 7Q: 3 clusters Score -801397.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -801511.875000 Penalty: 4342.689453
	Iteration 8Q: 3 clusters Score -801511.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -801603.062500 Penalty: 4342.689453
	Iteration 9Q: 3 clusters Score -801603.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -801675.312500 Penalty: 4342.689453
	Iteration 10Q: 3 clusters Score -801675.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -801735.062500 Penalty: 4342.689453
	Iteration 11Q: 3 clusters Score -801735.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -801779.375000 Penalty: 4342.689453
	Iteration 12Q: 3 clusters Score -801779.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -801809.687500 Penalty: 4342.689453
	Iteration 13Q: 3 clusters Score -801809.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -801835.875000 Penalty: 4342.689453
	Iteration 14Q: 3 clusters Score -801835.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -801857.312500 Penalty: 4342.689453
	Iteration 15Q: 3 clusters Score -801857.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -801876.000000 Penalty: 4342.689453
	Iteration 16Q: 3 clusters Score -801876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -801886.437500 Penalty: 4342.689453
	Iteration 17Q: 3 clusters Score -801886.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -801894.437500 Penalty: 4342.689453
	Iteration 18Q: 3 clusters Score -801894.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -801900.937500 Penalty: 4342.689453
	Iteration 19Q: 3 clusters Score -801900.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -801906.687500 Penalty: 4342.689453
	Iteration 20F: 3 clusters Score -801906.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -801911.875000 Penalty: 4342.689453
	Iteration 21Q: 3 clusters Score -801911.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -801922.437500 Penalty: 4342.689453
	Iteration 22Q: 3 clusters Score -801922.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -801927.187500 Penalty: 4342.689453
	Iteration 23Q: 3 clusters Score -801927.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -801933.812500 Penalty: 4342.689453
	Iteration 24Q: 3 clusters Score -801933.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -801937.875000 Penalty: 4342.689453
	Iteration 25Q: 3 clusters Score -801937.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -801942.187500 Penalty: 4342.689453
	Iteration 26Q: 3 clusters Score -801942.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -801945.437500 Penalty: 4342.689453
	Iteration 27Q: 3 clusters Score -801945.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -801946.125000 Penalty: 4342.689453
	Iteration 28Q: 3 clusters Score -801946.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -801946.125000 Penalty: 4342.689453
	Iteration 29Q: 3 clusters Score -801946.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -801947.937500 Penalty: 4342.689453
	Iteration 30Q: 3 clusters Score -801947.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -801947.062500 Penalty: 4342.689453
	Iteration 31Q: 3 clusters Score -801947.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -801949.062500 Penalty: 4342.689453
	Iteration 32Q: 3 clusters Score -801949.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -801949.250000 Penalty: 4342.689453
	Iteration 33Q: 3 clusters Score -801949.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -801949.187500 Penalty: 4342.689453
	Iteration 34Q: 3 clusters Score -801949.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -801950.125000 Penalty: 4342.689453
	Iteration 35Q: 3 clusters Score -801950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -801950.500000 Penalty: 4342.689453
	Iteration 36Q: 3 clusters Score -801950.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -801951.250000 Penalty: 4342.689453
	Iteration 37Q: 3 clusters Score -801951.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -801951.062500 Penalty: 4342.689453
	Iteration 38Q: 3 clusters Score -801951.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -801952.625000 Penalty: 4342.689453
	Iteration 39Q: 3 clusters Score -801952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -801952.250000 Penalty: 4342.689453
	Iteration 40F: 3 clusters Score -801952.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (177043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177043 members 
Entering Unmasked Estep 
Score: -23706926.000000 Penalty: 2996.868896
	Iteration 0F: 2 clusters Score -2.370693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88557 members 
Mstep: Class 2 contains 88486 members 
Entering Unmasked Estep 
Score: -23592406.000000 Penalty: 5993.737793
	Iteration 0F: 3 clusters Score -2.359241e+07 nChanged 84764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85637 members 
Mstep: Class 2 contains 91406 members 
Entering Unmasked Estep 
Score: -23642442.000000 Penalty: 5993.737793
	Iteration 1F: 3 clusters Score -2.364244e+07 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83504 members 
Mstep: Class 2 contains 93539 members 
Entering Unmasked Estep 
Score: -23644478.000000 Penalty: 5993.737793
	Iteration 2Q: 3 clusters Score -2.364448e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80304 members 
Mstep: Class 2 contains 96739 members 
Entering Unmasked Estep 
Score: -23647346.000000 Penalty: 5993.737793
	Iteration 3Q: 3 clusters Score -2.364735e+07 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75895 members 
Mstep: Class 2 contains 101148 members 
Entering Unmasked Estep 
Score: -23651392.000000 Penalty: 5993.737793
	Iteration 4F: 3 clusters Score -2.365139e+07 nChanged 10486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70249 members 
Mstep: Class 2 contains 106794 members 
Entering Unmasked Estep 
Score: -23657060.000000 Penalty: 5993.737793
	Iteration 5F: 3 clusters Score -2.365706e+07 nChanged 11509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63524 members 
Mstep: Class 2 contains 113519 members 
Entering Unmasked Estep 
Score: -23664040.000000 Penalty: 5993.737793
	Iteration 6F: 3 clusters Score -2.366404e+07 nChanged 11729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 121154 members 
Entering Unmasked Estep 
Score: -23671244.000000 Penalty: 5993.737793
	Iteration 7F: 3 clusters Score -2.367124e+07 nChanged 11209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 129311 members 
Entering Unmasked Estep 
Score: -23677866.000000 Penalty: 5993.737793
	Iteration 8F: 3 clusters Score -2.367787e+07 nChanged 9826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 137281 members 
Entering Unmasked Estep 
Score: -23684170.000000 Penalty: 5993.737793
	Iteration 9F: 3 clusters Score -2.368417e+07 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 144902 members 
Entering Unmasked Estep 
Score: -23690338.000000 Penalty: 5993.737793
	Iteration 10Q: 3 clusters Score -2.369034e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 151687 members 
Entering Unmasked Estep 
Score: -23695958.000000 Penalty: 5993.737793
	Iteration 11Q: 3 clusters Score -2.369596e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 157057 members 
Entering Unmasked Estep 
Score: -23701080.000000 Penalty: 5993.737793
	Iteration 12Q: 3 clusters Score -2.370108e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 160530 members 
Entering Unmasked Estep 
Score: -23704424.000000 Penalty: 5993.737793
	Iteration 13Q: 3 clusters Score -2.370442e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 162616 members 
Entering Unmasked Estep 
Score: -23706196.000000 Penalty: 5993.737793
	Iteration 14Q: 3 clusters Score -2.37062e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 164027 members 
Entering Unmasked Estep 
Score: -23706890.000000 Penalty: 5993.737793
	Iteration 15Q: 3 clusters Score -2.370689e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 165076 members 
Entering Unmasked Estep 
Score: -23707124.000000 Penalty: 5993.737793
	Iteration 16Q: 3 clusters Score -2.370712e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 165909 members 
Entering Unmasked Estep 
Score: -23707188.000000 Penalty: 5993.737793
	Iteration 17Q: 3 clusters Score -2.370719e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 166638 members 
Entering Unmasked Estep 
Score: -23707268.000000 Penalty: 5993.737793
	Iteration 18Q: 3 clusters Score -2.370727e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 167258 members 
Entering Unmasked Estep 
Score: -23707278.000000 Penalty: 5993.737793
	Iteration 19Q: 3 clusters Score -2.370728e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 167804 members 
Entering Unmasked Estep 
Score: -23707246.000000 Penalty: 5993.737793
	Iteration 20F: 3 clusters Score -2.370725e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 168292 members 
Entering Unmasked Estep 
Score: -23707176.000000 Penalty: 5993.737793
	Iteration 21Q: 3 clusters Score -2.370718e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 168711 members 
Entering Unmasked Estep 
Score: -23707214.000000 Penalty: 5993.737793
	Iteration 22Q: 3 clusters Score -2.370721e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 169101 members 
Entering Unmasked Estep 
Score: -23707200.000000 Penalty: 5993.737793
	Iteration 23Q: 3 clusters Score -2.37072e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 169452 members 
Entering Unmasked Estep 
Score: -23707054.000000 Penalty: 5993.737793
	Iteration 24Q: 3 clusters Score -2.370705e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 169766 members 
Entering Unmasked Estep 
Score: -23707018.000000 Penalty: 5993.737793
	Iteration 25Q: 3 clusters Score -2.370702e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 170049 members 
Entering Unmasked Estep 
Score: -23706986.000000 Penalty: 5993.737793
	Iteration 26Q: 3 clusters Score -2.370699e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 170298 members 
Entering Unmasked Estep 
Score: -23706948.000000 Penalty: 5993.737793
	Iteration 27Q: 3 clusters Score -2.370695e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 170535 members 
Entering Unmasked Estep 
Score: -23706842.000000 Penalty: 5993.737793
	Iteration 28Q: 3 clusters Score -2.370684e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 170758 members 
Entering Unmasked Estep 
Score: -23706806.000000 Penalty: 5993.737793
	Iteration 29Q: 3 clusters Score -2.370681e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 170965 members 
Entering Unmasked Estep 
Score: -23706736.000000 Penalty: 5993.737793
	Iteration 30Q: 3 clusters Score -2.370674e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 171158 members 
Entering Unmasked Estep 
Score: -23706758.000000 Penalty: 5993.737793
	Iteration 31Q: 3 clusters Score -2.370676e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 171323 members 
Entering Unmasked Estep 
Score: -23706760.000000 Penalty: 5993.737793
	Iteration 32Q: 3 clusters Score -2.370676e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 171479 members 
Entering Unmasked Estep 
Score: -23706716.000000 Penalty: 5993.737793
	Iteration 33Q: 3 clusters Score -2.370672e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 171627 members 
Entering Unmasked Estep 
Score: -23706710.000000 Penalty: 5993.737793
	Iteration 34Q: 3 clusters Score -2.370671e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 171743 members 
Entering Unmasked Estep 
Score: -23706682.000000 Penalty: 5993.737793
	Iteration 35Q: 3 clusters Score -2.370668e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 171857 members 
Entering Unmasked Estep 
Score: -23706726.000000 Penalty: 5993.737793
	Iteration 36Q: 3 clusters Score -2.370673e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 171962 members 
Entering Unmasked Estep 
Score: -23706680.000000 Penalty: 5993.737793
	Iteration 37Q: 3 clusters Score -2.370668e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 172057 members 
Entering Unmasked Estep 
Score: -23706718.000000 Penalty: 5993.737793
	Iteration 38Q: 3 clusters Score -2.370672e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 172138 members 
Entering Unmasked Estep 
Score: -23706710.000000 Penalty: 5993.737793
	Iteration 39Q: 3 clusters Score -2.370671e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 172214 members 
Entering Unmasked Estep 
Score: -23706686.000000 Penalty: 5993.737793
	Iteration 40F: 3 clusters Score -2.370669e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 172283 members 
Entering Unmasked Estep 
Score: -23706644.000000 Penalty: 5993.737793
	Iteration 41Q: 3 clusters Score -2.370664e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 172351 members 
Entering Unmasked Estep 
Score: -23706672.000000 Penalty: 5993.737793
	Iteration 42Q: 3 clusters Score -2.370667e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 172416 members 
Entering Unmasked Estep 
Score: -23706658.000000 Penalty: 5993.737793
	Iteration 43Q: 3 clusters Score -2.370666e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 172476 members 
Entering Unmasked Estep 
Score: -23706648.000000 Penalty: 5993.737793
	Iteration 44Q: 3 clusters Score -2.370665e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 172514 members 
Entering Unmasked Estep 
Score: -23706642.000000 Penalty: 5993.737793
	Iteration 45Q: 3 clusters Score -2.370664e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 172557 members 
Entering Unmasked Estep 
Score: -23706638.000000 Penalty: 5993.737793
	Iteration 46Q: 3 clusters Score -2.370664e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 172591 members 
Entering Unmasked Estep 
Score: -23706658.000000 Penalty: 5993.737793
	Iteration 47Q: 3 clusters Score -2.370666e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 172632 members 
Entering Unmasked Estep 
Score: -23706630.000000 Penalty: 5993.737793
	Iteration 48Q: 3 clusters Score -2.370663e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 172665 members 
Entering Unmasked Estep 
Score: -23706614.000000 Penalty: 5993.737793
	Iteration 49Q: 3 clusters Score -2.370661e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 172693 members 
Entering Unmasked Estep 
Score: -23706632.000000 Penalty: 5993.737793
	Iteration 50Q: 3 clusters Score -2.370663e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 172716 members 
Entering Unmasked Estep 
Score: -23706608.000000 Penalty: 5993.737793
	Iteration 51Q: 3 clusters Score -2.370661e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 172735 members 
Entering Unmasked Estep 
Score: -23706646.000000 Penalty: 5993.737793
	Iteration 52Q: 3 clusters Score -2.370665e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 172753 members 
Entering Unmasked Estep 
Score: -23706606.000000 Penalty: 5993.737793
	Iteration 53Q: 3 clusters Score -2.370661e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 172771 members 
Entering Unmasked Estep 
Score: -23706604.000000 Penalty: 5993.737793
	Iteration 54Q: 3 clusters Score -2.37066e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 172801 members 
Entering Unmasked Estep 
Score: -23706612.000000 Penalty: 5993.737793
	Iteration 55Q: 3 clusters Score -2.370661e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 172830 members 
Entering Unmasked Estep 
Score: -23706658.000000 Penalty: 5993.737793
	Iteration 56Q: 3 clusters Score -2.370666e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 172859 members 
Entering Unmasked Estep 
Score: -23706618.000000 Penalty: 5993.737793
	Iteration 57Q: 3 clusters Score -2.370662e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 172890 members 
Entering Unmasked Estep 
Score: -23706622.000000 Penalty: 5993.737793
	Iteration 58Q: 3 clusters Score -2.370662e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 172921 members 
Entering Unmasked Estep 
Score: -23706614.000000 Penalty: 5993.737793
	Iteration 59Q: 3 clusters Score -2.370661e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 172945 members 
Entering Unmasked Estep 
Score: -23706608.000000 Penalty: 5993.737793
	Iteration 60F: 3 clusters Score -2.370661e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 172967 members 
Entering Unmasked Estep 
Score: -23706608.000000 Penalty: 5993.737793
	Iteration 61Q: 3 clusters Score -2.370661e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 172993 members 
Entering Unmasked Estep 
Score: -23706578.000000 Penalty: 5993.737793
	Iteration 62Q: 3 clusters Score -2.370658e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 173018 members 
Entering Unmasked Estep 
Score: -23706600.000000 Penalty: 5993.737793
	Iteration 63Q: 3 clusters Score -2.37066e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 173036 members 
Entering Unmasked Estep 
Score: -23706588.000000 Penalty: 5993.737793
	Iteration 64Q: 3 clusters Score -2.370659e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 173056 members 
Entering Unmasked Estep 
Score: -23706584.000000 Penalty: 5993.737793
	Iteration 65Q: 3 clusters Score -2.370658e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 173073 members 
Entering Unmasked Estep 
Score: -23706580.000000 Penalty: 5993.737793
	Iteration 66Q: 3 clusters Score -2.370658e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 173092 members 
Entering Unmasked Estep 
Score: -23706546.000000 Penalty: 5993.737793
	Iteration 67Q: 3 clusters Score -2.370655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 173106 members 
Entering Unmasked Estep 
Score: -23706552.000000 Penalty: 5993.737793
	Iteration 68Q: 3 clusters Score -2.370655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 173120 members 
Entering Unmasked Estep 
Score: -23706542.000000 Penalty: 5993.737793
	Iteration 69Q: 3 clusters Score -2.370654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 173131 members 
Entering Unmasked Estep 
Score: -23706546.000000 Penalty: 5993.737793
	Iteration 70Q: 3 clusters Score -2.370655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 173139 members 
Entering Unmasked Estep 
Score: -23706542.000000 Penalty: 5993.737793
	Iteration 71Q: 3 clusters Score -2.370654e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 173153 members 
Entering Unmasked Estep 
Score: -23706540.000000 Penalty: 5993.737793
	Iteration 72Q: 3 clusters Score -2.370654e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 173168 members 
Entering Unmasked Estep 
Score: -23706534.000000 Penalty: 5993.737793
	Iteration 73Q: 3 clusters Score -2.370653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 173184 members 
Entering Unmasked Estep 
Score: -23706534.000000 Penalty: 5993.737793
	Iteration 74Q: 3 clusters Score -2.370653e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 173196 members 
Entering Unmasked Estep 
Score: -23706552.000000 Penalty: 5993.737793
	Iteration 75Q: 3 clusters Score -2.370655e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 173215 members 
Entering Unmasked Estep 
Score: -23706556.000000 Penalty: 5993.737793
	Iteration 76Q: 3 clusters Score -2.370656e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 173232 members 
Entering Unmasked Estep 
Score: -23706552.000000 Penalty: 5993.737793
	Iteration 77Q: 3 clusters Score -2.370655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 173242 members 
Entering Unmasked Estep 
Score: -23706546.000000 Penalty: 5993.737793
	Iteration 78Q: 3 clusters Score -2.370655e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 173258 members 
Entering Unmasked Estep 
Score: -23706562.000000 Penalty: 5993.737793
	Iteration 79Q: 3 clusters Score -2.370656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 173268 members 
Entering Unmasked Estep 
Score: -23706558.000000 Penalty: 5993.737793
	Iteration 80F: 3 clusters Score -2.370656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 173279 members 
Entering Unmasked Estep 
Score: -23706540.000000 Penalty: 5993.737793
	Iteration 81Q: 3 clusters Score -2.370654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 173285 members 
Entering Unmasked Estep 
Score: -23706544.000000 Penalty: 5993.737793
	Iteration 82Q: 3 clusters Score -2.370654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 173289 members 
Entering Unmasked Estep 
Score: -23706550.000000 Penalty: 5993.737793
	Iteration 83Q: 3 clusters Score -2.370655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 173292 members 
Entering Unmasked Estep 
Score: -23706542.000000 Penalty: 5993.737793
	Iteration 84Q: 3 clusters Score -2.370654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 173292 members 
Entering Unmasked Estep 
Score: -23706542.000000 Penalty: 5993.737793
	Iteration 85F: 3 clusters Score -2.370654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (164635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164635 members 
Entering Unmasked Estep 
Score: -22291396.000000 Penalty: 2978.848633
	Iteration 0F: 2 clusters Score -2.22914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82203 members 
Mstep: Class 2 contains 82432 members 
Entering Unmasked Estep 
Score: -22184512.000000 Penalty: 5957.697266
	Iteration 0F: 3 clusters Score -2.218451e+07 nChanged 79020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81233 members 
Mstep: Class 2 contains 83402 members 
Entering Unmasked Estep 
Score: -22229880.000000 Penalty: 5957.697266
	Iteration 1F: 3 clusters Score -2.222988e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80348 members 
Mstep: Class 2 contains 84287 members 
Entering Unmasked Estep 
Score: -22230648.000000 Penalty: 5957.697266
	Iteration 2Q: 3 clusters Score -2.223065e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78923 members 
Mstep: Class 2 contains 85712 members 
Entering Unmasked Estep 
Score: -22231448.000000 Penalty: 5957.697266
	Iteration 3Q: 3 clusters Score -2.223145e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76736 members 
Mstep: Class 2 contains 87899 members 
Entering Unmasked Estep 
Score: -22232496.000000 Penalty: 5957.697266
	Iteration 4Q: 3 clusters Score -2.22325e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73588 members 
Mstep: Class 2 contains 91047 members 
Entering Unmasked Estep 
Score: -22233930.000000 Penalty: 5957.697266
	Iteration 5Q: 3 clusters Score -2.223393e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68726 members 
Mstep: Class 2 contains 95909 members 
Entering Unmasked Estep 
Score: -22236250.000000 Penalty: 5957.697266
	Iteration 6Q: 3 clusters Score -2.223625e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61629 members 
Mstep: Class 2 contains 103006 members 
Entering Unmasked Estep 
Score: -22240090.000000 Penalty: 5957.697266
	Iteration 7Q: 3 clusters Score -2.224009e+07 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Mstep: Class 2 contains 112815 members 
Entering Unmasked Estep 
Score: -22246840.000000 Penalty: 5957.697266
	Iteration 8F: 3 clusters Score -2.224684e+07 nChanged 12389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 125146 members 
Entering Unmasked Estep 
Score: -22257214.000000 Penalty: 5957.697266
	Iteration 9F: 3 clusters Score -2.225721e+07 nChanged 12857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 137969 members 
Entering Unmasked Estep 
Score: -22268642.000000 Penalty: 5957.697266
	Iteration 10F: 3 clusters Score -2.226864e+07 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 148566 members 
Entering Unmasked Estep 
Score: -22278428.000000 Penalty: 5957.697266
	Iteration 11F: 3 clusters Score -2.227843e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 155720 members 
Entering Unmasked Estep 
Score: -22284360.000000 Penalty: 5957.697266
	Iteration 12Q: 3 clusters Score -2.228436e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 159938 members 
Entering Unmasked Estep 
Score: -22286932.000000 Penalty: 5957.697266
	Iteration 13Q: 3 clusters Score -2.228693e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 162058 members 
Entering Unmasked Estep 
Score: -22288032.000000 Penalty: 5957.697266
	Iteration 14Q: 3 clusters Score -2.228803e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 163082 members 
Entering Unmasked Estep 
Score: -22288378.000000 Penalty: 5957.697266
	Iteration 15Q: 3 clusters Score -2.228838e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 163570 members 
Entering Unmasked Estep 
Score: -22288532.000000 Penalty: 5957.697266
	Iteration 16Q: 3 clusters Score -2.228853e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 163799 members 
Entering Unmasked Estep 
Score: -22288626.000000 Penalty: 5957.697266
	Iteration 17Q: 3 clusters Score -2.228863e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 163919 members 
Entering Unmasked Estep 
Score: -22288698.000000 Penalty: 5957.697266
	Iteration 18Q: 3 clusters Score -2.22887e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 163991 members 
Entering Unmasked Estep 
Score: -22288746.000000 Penalty: 5957.697266
	Iteration 19Q: 3 clusters Score -2.228875e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 164048 members 
Entering Unmasked Estep 
Score: -22288800.000000 Penalty: 5957.697266
	Iteration 20F: 3 clusters Score -2.22888e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 164076 members 
Entering Unmasked Estep 
Score: -22288822.000000 Penalty: 5957.697266
	Iteration 21Q: 3 clusters Score -2.228882e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 164095 members 
Entering Unmasked Estep 
Score: -22288834.000000 Penalty: 5957.697266
	Iteration 22Q: 3 clusters Score -2.228883e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 164117 members 
Entering Unmasked Estep 
Score: -22288840.000000 Penalty: 5957.697266
	Iteration 23Q: 3 clusters Score -2.228884e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 164130 members 
Entering Unmasked Estep 
Score: -22288832.000000 Penalty: 5957.697266
	Iteration 24Q: 3 clusters Score -2.228883e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 164138 members 
Entering Unmasked Estep 
Score: -22288864.000000 Penalty: 5957.697266
	Iteration 25Q: 3 clusters Score -2.228886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 164145 members 
Entering Unmasked Estep 
Score: -22288856.000000 Penalty: 5957.697266
	Iteration 26Q: 3 clusters Score -2.228886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 164150 members 
Entering Unmasked Estep 
Score: -22288862.000000 Penalty: 5957.697266
	Iteration 27Q: 3 clusters Score -2.228886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 164156 members 
Entering Unmasked Estep 
Score: -22288868.000000 Penalty: 5957.697266
	Iteration 28Q: 3 clusters Score -2.228887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 164160 members 
Entering Unmasked Estep 
Score: -22288870.000000 Penalty: 5957.697266
	Iteration 29Q: 3 clusters Score -2.228887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 164168 members 
Entering Unmasked Estep 
Score: -22288878.000000 Penalty: 5957.697266
	Iteration 30Q: 3 clusters Score -2.228888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 164173 members 
Entering Unmasked Estep 
Score: -22288880.000000 Penalty: 5957.697266
	Iteration 31Q: 3 clusters Score -2.228888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 164178 members 
Entering Unmasked Estep 
Score: -22288878.000000 Penalty: 5957.697266
	Iteration 32Q: 3 clusters Score -2.228888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 164182 members 
Entering Unmasked Estep 
Score: -22288888.000000 Penalty: 5957.697266
	Iteration 33Q: 3 clusters Score -2.228889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 164184 members 
Entering Unmasked Estep 
Score: -22288884.000000 Penalty: 5957.697266
	Iteration 34Q: 3 clusters Score -2.228888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 164189 members 
Entering Unmasked Estep 
Score: -22288876.000000 Penalty: 5957.697266
	Iteration 35Q: 3 clusters Score -2.228888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 164191 members 
Entering Unmasked Estep 
Score: -22288896.000000 Penalty: 5957.697266
	Iteration 36Q: 3 clusters Score -2.22889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 164194 members 
Entering Unmasked Estep 
Score: -22288898.000000 Penalty: 5957.697266
	Iteration 37Q: 3 clusters Score -2.22889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 164195 members 
Entering Unmasked Estep 
Score: -22288898.000000 Penalty: 5957.697266
	Iteration 38Q: 3 clusters Score -2.22889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 164195 members 
Entering Unmasked Estep 
Score: -22288898.000000 Penalty: 5957.697266
	Iteration 39F: 3 clusters Score -2.22889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -30398.228516 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -30398.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29206.646484 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -29206.65 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29637.347656 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -29637.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29968.589844 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -29968.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30146.505859 Penalty: 2845.339844
	Iteration 3F: 3 clusters Score -30146.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30285.369141 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -30285.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30315.443359 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -30315.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30395.958984 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -30395.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30416.142578 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -30416.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30426.931641 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -30426.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30435.189453 Penalty: 2845.339844
	Iteration 9F: 3 clusters Score -30435.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30460.300781 Penalty: 2845.339844
	Iteration 10Q: 3 clusters Score -30460.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30464.662109 Penalty: 2845.339844
	Iteration 11Q: 3 clusters Score -30464.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30466.578125 Penalty: 2845.339844
	Iteration 12Q: 3 clusters Score -30466.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30467.564453 Penalty: 2845.339844
	Iteration 13F: 3 clusters Score -30467.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30567.421875 Penalty: 2845.339844
	Iteration 14Q: 3 clusters Score -30567.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30807.857422 Penalty: 2845.339844
	Iteration 15Q: 3 clusters Score -30807.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30874.570312 Penalty: 2845.339844
	Iteration 16Q: 3 clusters Score -30874.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30950.806641 Penalty: 2845.339844
	Iteration 17Q: 3 clusters Score -30950.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -31006.078125 Penalty: 2845.339844
	Iteration 18Q: 3 clusters Score -31006.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -31006.078125 Penalty: 2845.339844
	Iteration 19F: 3 clusters Score -31006.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88098 members 
Mstep: Class 2 contains 50182 members 
Mstep: Class 3 contains 6345 members 
Mstep: Class 4 contains 177043 members 
Mstep: Class 5 contains 164635 members 
Mstep: Class 6 contains 90 members 
Mstep: Class 7 contains 176236 members 
Mstep: Class 8 contains 50114 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 41279 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1127 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 70749 members 
Mstep: Class 16 contains 21052 members 
Mstep: Class 17 contains 42204 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80891 members 
Mstep: Class 21 contains 66862 members 
Mstep: Class 22 contains 162950 members 
Mstep: Class 23 contains 174345 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 220 members 
Entering Unmasked Estep 
Score: -180479088.000000 Penalty: 87655.367188
Splitting cluster 6 changes total score from -180480752.000000 to -180479088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (176236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176236 members 
Entering Unmasked Estep 
Score: -23472852.000000 Penalty: 2995.735596
	Iteration 0F: 2 clusters Score -2.347285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87966 members 
Mstep: Class 2 contains 88270 members 
Entering Unmasked Estep 
Score: -23358754.000000 Penalty: 5991.471191
	Iteration 0F: 3 clusters Score -2.335875e+07 nChanged 84524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86020 members 
Mstep: Class 2 contains 90216 members 
Entering Unmasked Estep 
Score: -23408190.000000 Penalty: 5991.471191
	Iteration 1F: 3 clusters Score -2.340819e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84856 members 
Mstep: Class 2 contains 91380 members 
Entering Unmasked Estep 
Score: -23408868.000000 Penalty: 5991.471191
	Iteration 2Q: 3 clusters Score -2.340887e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83118 members 
Mstep: Class 2 contains 93118 members 
Entering Unmasked Estep 
Score: -23409840.000000 Penalty: 5991.471191
	Iteration 3Q: 3 clusters Score -2.340984e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80400 members 
Mstep: Class 2 contains 95836 members 
Entering Unmasked Estep 
Score: -23410896.000000 Penalty: 5991.471191
	Iteration 4Q: 3 clusters Score -2.34109e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Mstep: Class 2 contains 99891 members 
Entering Unmasked Estep 
Score: -23412822.000000 Penalty: 5991.471191
	Iteration 5Q: 3 clusters Score -2.341282e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70380 members 
Mstep: Class 2 contains 105856 members 
Entering Unmasked Estep 
Score: -23416102.000000 Penalty: 5991.471191
	Iteration 6Q: 3 clusters Score -2.34161e+07 nChanged 9154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61904 members 
Mstep: Class 2 contains 114332 members 
Entering Unmasked Estep 
Score: -23421628.000000 Penalty: 5991.471191
	Iteration 7F: 3 clusters Score -2.342163e+07 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 125190 members 
Entering Unmasked Estep 
Score: -23430374.000000 Penalty: 5991.471191
	Iteration 8F: 3 clusters Score -2.343037e+07 nChanged 12239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 137099 members 
Entering Unmasked Estep 
Score: -23441416.000000 Penalty: 5991.471191
	Iteration 9F: 3 clusters Score -2.344142e+07 nChanged 10910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 147715 members 
Entering Unmasked Estep 
Score: -23451414.000000 Penalty: 5991.471191
	Iteration 10F: 3 clusters Score -2.345141e+07 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 155777 members 
Entering Unmasked Estep 
Score: -23458482.000000 Penalty: 5991.471191
	Iteration 11Q: 3 clusters Score -2.345848e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 161722 members 
Entering Unmasked Estep 
Score: -23463092.000000 Penalty: 5991.471191
	Iteration 12Q: 3 clusters Score -2.346309e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 166087 members 
Entering Unmasked Estep 
Score: -23465854.000000 Penalty: 5991.471191
	Iteration 13Q: 3 clusters Score -2.346585e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 169298 members 
Entering Unmasked Estep 
Score: -23467614.000000 Penalty: 5991.471191
	Iteration 14Q: 3 clusters Score -2.346761e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 171561 members 
Entering Unmasked Estep 
Score: -23468710.000000 Penalty: 5991.471191
	Iteration 15Q: 3 clusters Score -2.346871e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 173057 members 
Entering Unmasked Estep 
Score: -23469356.000000 Penalty: 5991.471191
	Iteration 16Q: 3 clusters Score -2.346936e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 173962 members 
Entering Unmasked Estep 
Score: -23469774.000000 Penalty: 5991.471191
	Iteration 17Q: 3 clusters Score -2.346977e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 174524 members 
Entering Unmasked Estep 
Score: -23470020.000000 Penalty: 5991.471191
	Iteration 18Q: 3 clusters Score -2.347002e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 174894 members 
Entering Unmasked Estep 
Score: -23470156.000000 Penalty: 5991.471191
	Iteration 19Q: 3 clusters Score -2.347016e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 175098 members 
Entering Unmasked Estep 
Score: -23470252.000000 Penalty: 5991.471191
	Iteration 20F: 3 clusters Score -2.347025e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 175229 members 
Entering Unmasked Estep 
Score: -23470264.000000 Penalty: 5991.471191
	Iteration 21Q: 3 clusters Score -2.347026e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 175300 members 
Entering Unmasked Estep 
Score: -23470316.000000 Penalty: 5991.471191
	Iteration 22Q: 3 clusters Score -2.347032e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 175349 members 
Entering Unmasked Estep 
Score: -23470326.000000 Penalty: 5991.471191
	Iteration 23Q: 3 clusters Score -2.347033e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 175394 members 
Entering Unmasked Estep 
Score: -23470370.000000 Penalty: 5991.471191
	Iteration 24Q: 3 clusters Score -2.347037e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 175427 members 
Entering Unmasked Estep 
Score: -23470380.000000 Penalty: 5991.471191
	Iteration 25Q: 3 clusters Score -2.347038e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 175459 members 
Entering Unmasked Estep 
Score: -23470350.000000 Penalty: 5991.471191
	Iteration 26Q: 3 clusters Score -2.347035e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 175475 members 
Entering Unmasked Estep 
Score: -23470390.000000 Penalty: 5991.471191
	Iteration 27Q: 3 clusters Score -2.347039e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 175488 members 
Entering Unmasked Estep 
Score: -23470384.000000 Penalty: 5991.471191
	Iteration 28Q: 3 clusters Score -2.347038e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 175503 members 
Entering Unmasked Estep 
Score: -23470406.000000 Penalty: 5991.471191
	Iteration 29Q: 3 clusters Score -2.347041e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 175517 members 
Entering Unmasked Estep 
Score: -23470412.000000 Penalty: 5991.471191
	Iteration 30Q: 3 clusters Score -2.347041e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 175530 members 
Entering Unmasked Estep 
Score: -23470412.000000 Penalty: 5991.471191
	Iteration 31Q: 3 clusters Score -2.347041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 175545 members 
Entering Unmasked Estep 
Score: -23470420.000000 Penalty: 5991.471191
	Iteration 32Q: 3 clusters Score -2.347042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 175560 members 
Entering Unmasked Estep 
Score: -23470422.000000 Penalty: 5991.471191
	Iteration 33Q: 3 clusters Score -2.347042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 175567 members 
Entering Unmasked Estep 
Score: -23470416.000000 Penalty: 5991.471191
	Iteration 34Q: 3 clusters Score -2.347042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 175571 members 
Entering Unmasked Estep 
Score: -23470430.000000 Penalty: 5991.471191
	Iteration 35Q: 3 clusters Score -2.347043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 175578 members 
Entering Unmasked Estep 
Score: -23470430.000000 Penalty: 5991.471191
	Iteration 36Q: 3 clusters Score -2.347043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 175586 members 
Entering Unmasked Estep 
Score: -23470450.000000 Penalty: 5991.471191
	Iteration 37Q: 3 clusters Score -2.347045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 175587 members 
Entering Unmasked Estep 
Score: -23470452.000000 Penalty: 5991.471191
	Iteration 38Q: 3 clusters Score -2.347045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 175591 members 
Entering Unmasked Estep 
Score: -23470450.000000 Penalty: 5991.471191
	Iteration 39Q: 3 clusters Score -2.347045e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 175595 members 
Entering Unmasked Estep 
Score: -23470438.000000 Penalty: 5991.471191
	Iteration 40F: 3 clusters Score -2.347044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 175598 members 
Entering Unmasked Estep 
Score: -23470448.000000 Penalty: 5991.471191
	Iteration 41Q: 3 clusters Score -2.347045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 175601 members 
Entering Unmasked Estep 
Score: -23470442.000000 Penalty: 5991.471191
	Iteration 42Q: 3 clusters Score -2.347044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 175602 members 
Entering Unmasked Estep 
Score: -23470446.000000 Penalty: 5991.471191
	Iteration 43Q: 3 clusters Score -2.347045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 175602 members 
Entering Unmasked Estep 
Score: -23470446.000000 Penalty: 5991.471191
	Iteration 44F: 3 clusters Score -2.347045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (50114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Entering Unmasked Estep 
Score: -6734757.500000 Penalty: 2683.869873
	Iteration 0F: 2 clusters Score -6734758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -6700859.500000 Penalty: 5367.739746
	Iteration 0F: 3 clusters Score -6700860 nChanged 23299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -6713901.500000 Penalty: 5367.739746
	Iteration 1F: 3 clusters Score -6713902 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -6714625.000000 Penalty: 5367.739746
	Iteration 2Q: 3 clusters Score -6714625 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -6715795.000000 Penalty: 5367.739746
	Iteration 3Q: 3 clusters Score -6715795 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -6717485.500000 Penalty: 5367.739746
	Iteration 4F: 3 clusters Score -6717486 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -6719657.500000 Penalty: 5367.739746
	Iteration 5F: 3 clusters Score -6719658 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -6722269.500000 Penalty: 5367.739746
	Iteration 6F: 3 clusters Score -6722270 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -6724778.000000 Penalty: 5367.739746
	Iteration 7F: 3 clusters Score -6724778 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -6726933.000000 Penalty: 5367.739746
	Iteration 8F: 3 clusters Score -6726933 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -6728671.000000 Penalty: 5367.739746
	Iteration 9Q: 3 clusters Score -6728671 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -6729905.500000 Penalty: 5367.739746
	Iteration 10Q: 3 clusters Score -6729906 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -6730697.500000 Penalty: 5367.739746
	Iteration 11Q: 3 clusters Score -6730698 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -6731203.500000 Penalty: 5367.739746
	Iteration 12Q: 3 clusters Score -6731204 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -6731520.000000 Penalty: 5367.739746
	Iteration 13Q: 3 clusters Score -6731520 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -6731744.000000 Penalty: 5367.739746
	Iteration 14Q: 3 clusters Score -6731744 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -6731916.500000 Penalty: 5367.739746
	Iteration 15Q: 3 clusters Score -6731916 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -6732059.500000 Penalty: 5367.739746
	Iteration 16Q: 3 clusters Score -6732060 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -6732186.500000 Penalty: 5367.739746
	Iteration 17Q: 3 clusters Score -6732186 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -6732322.000000 Penalty: 5367.739746
	Iteration 18Q: 3 clusters Score -6732322 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -6732433.500000 Penalty: 5367.739746
	Iteration 19Q: 3 clusters Score -6732434 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -6732528.500000 Penalty: 5367.739746
	Iteration 20F: 3 clusters Score -6732528 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -6732612.000000 Penalty: 5367.739746
	Iteration 21Q: 3 clusters Score -6732612 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -6732700.500000 Penalty: 5367.739746
	Iteration 22Q: 3 clusters Score -6732700 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -6732767.500000 Penalty: 5367.739746
	Iteration 23Q: 3 clusters Score -6732768 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -6732825.500000 Penalty: 5367.739746
	Iteration 24Q: 3 clusters Score -6732826 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -6732883.000000 Penalty: 5367.739746
	Iteration 25Q: 3 clusters Score -6732883 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -6732900.000000 Penalty: 5367.739746
	Iteration 26Q: 3 clusters Score -6732900 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -6732946.500000 Penalty: 5367.739746
	Iteration 27Q: 3 clusters Score -6732946 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -6733007.500000 Penalty: 5367.739746
	Iteration 28Q: 3 clusters Score -6733008 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -6733035.000000 Penalty: 5367.739746
	Iteration 29Q: 3 clusters Score -6733035 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -6733058.500000 Penalty: 5367.739746
	Iteration 30Q: 3 clusters Score -6733058 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -6733069.500000 Penalty: 5367.739746
	Iteration 31Q: 3 clusters Score -6733070 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -6733106.000000 Penalty: 5367.739746
	Iteration 32Q: 3 clusters Score -6733106 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -6733114.500000 Penalty: 5367.739746
	Iteration 33Q: 3 clusters Score -6733114 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -6733137.000000 Penalty: 5367.739746
	Iteration 34Q: 3 clusters Score -6733137 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -6733151.500000 Penalty: 5367.739746
	Iteration 35Q: 3 clusters Score -6733152 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 46540 members 
Entering Unmasked Estep 
Score: -6733166.000000 Penalty: 5367.739746
	Iteration 36Q: 3 clusters Score -6733166 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -6733175.500000 Penalty: 5367.739746
	Iteration 37Q: 3 clusters Score -6733176 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -6733213.000000 Penalty: 5367.739746
	Iteration 38Q: 3 clusters Score -6733213 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -6733216.000000 Penalty: 5367.739746
	Iteration 39Q: 3 clusters Score -6733216 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -6733231.500000 Penalty: 5367.739746
	Iteration 40F: 3 clusters Score -6733232 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -6733245.000000 Penalty: 5367.739746
	Iteration 41Q: 3 clusters Score -6733245 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -6733268.000000 Penalty: 5367.739746
	Iteration 42Q: 3 clusters Score -6733268 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 47075 members 
Entering Unmasked Estep 
Score: -6733276.000000 Penalty: 5367.739746
	Iteration 43Q: 3 clusters Score -6733276 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -6733300.500000 Penalty: 5367.739746
	Iteration 44Q: 3 clusters Score -6733300 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -6733307.000000 Penalty: 5367.739746
	Iteration 45Q: 3 clusters Score -6733307 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -6733333.500000 Penalty: 5367.739746
	Iteration 46Q: 3 clusters Score -6733334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -6733329.500000 Penalty: 5367.739746
	Iteration 47Q: 3 clusters Score -6733330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -6733348.000000 Penalty: 5367.739746
	Iteration 48Q: 3 clusters Score -6733348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -6733344.000000 Penalty: 5367.739746
	Iteration 49Q: 3 clusters Score -6733344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -6733346.000000 Penalty: 5367.739746
	Iteration 50Q: 3 clusters Score -6733346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -6733339.500000 Penalty: 5367.739746
	Iteration 51Q: 3 clusters Score -6733340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -6733344.500000 Penalty: 5367.739746
	Iteration 52Q: 3 clusters Score -6733344 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -6733355.500000 Penalty: 5367.739746
	Iteration 53Q: 3 clusters Score -6733356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -6733356.000000 Penalty: 5367.739746
	Iteration 54Q: 3 clusters Score -6733356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -6733357.000000 Penalty: 5367.739746
	Iteration 55Q: 3 clusters Score -6733357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -6733362.500000 Penalty: 5367.739746
	Iteration 56Q: 3 clusters Score -6733362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -6733351.000000 Penalty: 5367.739746
	Iteration 57Q: 3 clusters Score -6733351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -6733353.000000 Penalty: 5367.739746
	Iteration 58Q: 3 clusters Score -6733353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -6733361.000000 Penalty: 5367.739746
	Iteration 59Q: 3 clusters Score -6733361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -6733367.500000 Penalty: 5367.739746
	Iteration 60F: 3 clusters Score -6733368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -6733363.500000 Penalty: 5367.739746
	Iteration 61Q: 3 clusters Score -6733364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -6733361.000000 Penalty: 5367.739746
	Iteration 62Q: 3 clusters Score -6733361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -6733366.500000 Penalty: 5367.739746
	Iteration 63Q: 3 clusters Score -6733366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -6733366.000000 Penalty: 5367.739746
	Iteration 64Q: 3 clusters Score -6733366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -6733364.000000 Penalty: 5367.739746
	Iteration 65Q: 3 clusters Score -6733364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -6733369.500000 Penalty: 5367.739746
	Iteration 66Q: 3 clusters Score -6733370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -6733367.000000 Penalty: 5367.739746
	Iteration 67Q: 3 clusters Score -6733367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -6733366.000000 Penalty: 5367.739746
	Iteration 68Q: 3 clusters Score -6733366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -6733366.000000 Penalty: 5367.739746
	Iteration 69Q: 3 clusters Score -6733366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -6733369.500000 Penalty: 5367.739746
	Iteration 70Q: 3 clusters Score -6733370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -6733360.000000 Penalty: 5367.739746
	Iteration 71Q: 3 clusters Score -6733360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -6733363.000000 Penalty: 5367.739746
	Iteration 72Q: 3 clusters Score -6733363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -6733367.000000 Penalty: 5367.739746
	Iteration 73Q: 3 clusters Score -6733367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -6733376.500000 Penalty: 5367.739746
	Iteration 74Q: 3 clusters Score -6733376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -6733372.500000 Penalty: 5367.739746
	Iteration 75Q: 3 clusters Score -6733372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -6733368.500000 Penalty: 5367.739746
	Iteration 76Q: 3 clusters Score -6733368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -6733366.000000 Penalty: 5367.739746
	Iteration 77Q: 3 clusters Score -6733366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -6733361.500000 Penalty: 5367.739746
	Iteration 78Q: 3 clusters Score -6733362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -6733360.500000 Penalty: 5367.739746
	Iteration 79Q: 3 clusters Score -6733360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -6733366.000000 Penalty: 5367.739746
	Iteration 80F: 3 clusters Score -6733366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -6733367.000000 Penalty: 5367.739746
	Iteration 81Q: 3 clusters Score -6733367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -6733367.000000 Penalty: 5367.739746
	Iteration 82F: 3 clusters Score -6733367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Entering Unmasked Estep 
Score: -348523.062500 Penalty: 1956.400024
	Iteration 0F: 2 clusters Score -348523.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -345509.125000 Penalty: 3912.800049
	Iteration 0F: 3 clusters Score -345509.1 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -348445.968750 Penalty: 3912.800049
	Iteration 1F: 3 clusters Score -348446 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -351048.250000 Penalty: 3912.800049
	Iteration 2F: 3 clusters Score -351048.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -351955.468750 Penalty: 3912.800049
	Iteration 3F: 3 clusters Score -351955.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -352137.875000 Penalty: 3912.800049
	Iteration 4Q: 3 clusters Score -352137.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -352205.625000 Penalty: 3912.800049
	Iteration 5Q: 3 clusters Score -352205.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -352217.812500 Penalty: 3912.800049
	Iteration 6Q: 3 clusters Score -352217.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -352219.937500 Penalty: 3912.800049
	Iteration 7Q: 3 clusters Score -352219.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -352219.937500 Penalty: 3912.800049
	Iteration 8F: 3 clusters Score -352219.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88098 members 
Mstep: Class 2 contains 50182 members 
Mstep: Class 3 contains 6345 members 
Mstep: Class 4 contains 177043 members 
Mstep: Class 5 contains 164635 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 176236 members 
Mstep: Class 8 contains 50114 members 
Mstep: Class 9 contains 2446 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 41279 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1127 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 70749 members 
Mstep: Class 16 contains 21052 members 
Mstep: Class 17 contains 42204 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80891 members 
Mstep: Class 21 contains 66862 members 
Mstep: Class 22 contains 162950 members 
Mstep: Class 23 contains 174345 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 221 members 
Entering Unmasked Estep 
Score: -180479040.000000 Penalty: 87655.367188
Splitting cluster 9 changes total score from -180480752.000000 to -180479040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -63801.066406 Penalty: 1556.607544
	Iteration 0F: 2 clusters Score -63801.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62237.421875 Penalty: 3113.215088
	Iteration 0F: 3 clusters Score -62237.42 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62645.570312 Penalty: 3113.215088
	Iteration 1F: 3 clusters Score -62645.57 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62980.367188 Penalty: 3113.215088
	Iteration 2F: 3 clusters Score -62980.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63094.785156 Penalty: 3113.215088
	Iteration 3F: 3 clusters Score -63094.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63166.316406 Penalty: 3113.215088
	Iteration 4Q: 3 clusters Score -63166.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63213.515625 Penalty: 3113.215088
	Iteration 5Q: 3 clusters Score -63213.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -63268.296875 Penalty: 3113.215088
	Iteration 6Q: 3 clusters Score -63268.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -63341.863281 Penalty: 3113.215088
	Iteration 7Q: 3 clusters Score -63341.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -63427.968750 Penalty: 3113.215088
	Iteration 8Q: 3 clusters Score -63427.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -63499.167969 Penalty: 3113.215088
	Iteration 9Q: 3 clusters Score -63499.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -63506.156250 Penalty: 3113.215088
	Iteration 10Q: 3 clusters Score -63506.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -63506.156250 Penalty: 3113.215088
	Iteration 11F: 3 clusters Score -63506.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Entering Unmasked Estep 
Score: -5490389.500000 Penalty: 2635.770996
	Iteration 0F: 2 clusters Score -5490390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -5462653.000000 Penalty: 5271.541992
	Iteration 0F: 3 clusters Score -5462653 nChanged 18773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -5473238.000000 Penalty: 5271.541992
	Iteration 1F: 3 clusters Score -5473238 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -5474318.000000 Penalty: 5271.541992
	Iteration 2F: 3 clusters Score -5474318 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -5475524.000000 Penalty: 5271.541992
	Iteration 3F: 3 clusters Score -5475524 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -5476803.000000 Penalty: 5271.541992
	Iteration 4F: 3 clusters Score -5476803 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -5478117.000000 Penalty: 5271.541992
	Iteration 5F: 3 clusters Score -5478117 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -5479362.500000 Penalty: 5271.541992
	Iteration 6F: 3 clusters Score -5479362 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -5480646.000000 Penalty: 5271.541992
	Iteration 7F: 3 clusters Score -5480646 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -5481989.500000 Penalty: 5271.541992
	Iteration 8F: 3 clusters Score -5481990 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -5483366.000000 Penalty: 5271.541992
	Iteration 9Q: 3 clusters Score -5483366 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -5484492.500000 Penalty: 5271.541992
	Iteration 10Q: 3 clusters Score -5484492 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -5485131.000000 Penalty: 5271.541992
	Iteration 11Q: 3 clusters Score -5485131 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -5485487.500000 Penalty: 5271.541992
	Iteration 12Q: 3 clusters Score -5485488 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -5485728.500000 Penalty: 5271.541992
	Iteration 13Q: 3 clusters Score -5485728 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -5485924.000000 Penalty: 5271.541992
	Iteration 14Q: 3 clusters Score -5485924 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -5486056.500000 Penalty: 5271.541992
	Iteration 15Q: 3 clusters Score -5486056 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -5486184.000000 Penalty: 5271.541992
	Iteration 16Q: 3 clusters Score -5486184 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -5486303.500000 Penalty: 5271.541992
	Iteration 17Q: 3 clusters Score -5486304 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -5486429.000000 Penalty: 5271.541992
	Iteration 18Q: 3 clusters Score -5486429 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -5486518.500000 Penalty: 5271.541992
	Iteration 19Q: 3 clusters Score -5486518 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -5486615.000000 Penalty: 5271.541992
	Iteration 20F: 3 clusters Score -5486615 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -5486704.500000 Penalty: 5271.541992
	Iteration 21Q: 3 clusters Score -5486704 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -5486807.500000 Penalty: 5271.541992
	Iteration 22Q: 3 clusters Score -5486808 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -5486903.500000 Penalty: 5271.541992
	Iteration 23Q: 3 clusters Score -5486904 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -5486967.500000 Penalty: 5271.541992
	Iteration 24Q: 3 clusters Score -5486968 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -5487079.500000 Penalty: 5271.541992
	Iteration 25Q: 3 clusters Score -5487080 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -5487176.000000 Penalty: 5271.541992
	Iteration 26Q: 3 clusters Score -5487176 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -5487258.000000 Penalty: 5271.541992
	Iteration 27Q: 3 clusters Score -5487258 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -5487338.500000 Penalty: 5271.541992
	Iteration 28Q: 3 clusters Score -5487338 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -5487402.000000 Penalty: 5271.541992
	Iteration 29Q: 3 clusters Score -5487402 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -5487501.000000 Penalty: 5271.541992
	Iteration 30Q: 3 clusters Score -5487501 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -5487564.500000 Penalty: 5271.541992
	Iteration 31Q: 3 clusters Score -5487564 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -5487624.500000 Penalty: 5271.541992
	Iteration 32Q: 3 clusters Score -5487624 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -5487707.000000 Penalty: 5271.541992
	Iteration 33Q: 3 clusters Score -5487707 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -5487766.500000 Penalty: 5271.541992
	Iteration 34Q: 3 clusters Score -5487766 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -5487790.500000 Penalty: 5271.541992
	Iteration 35Q: 3 clusters Score -5487790 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -5487870.500000 Penalty: 5271.541992
	Iteration 36Q: 3 clusters Score -5487870 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -5487938.000000 Penalty: 5271.541992
	Iteration 37Q: 3 clusters Score -5487938 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -5487996.000000 Penalty: 5271.541992
	Iteration 38Q: 3 clusters Score -5487996 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -5488065.500000 Penalty: 5271.541992
	Iteration 39Q: 3 clusters Score -5488066 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -5488133.500000 Penalty: 5271.541992
	Iteration 40F: 3 clusters Score -5488134 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -5488172.500000 Penalty: 5271.541992
	Iteration 41Q: 3 clusters Score -5488172 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -5488231.500000 Penalty: 5271.541992
	Iteration 42Q: 3 clusters Score -5488232 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -5488272.500000 Penalty: 5271.541992
	Iteration 43Q: 3 clusters Score -5488272 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -5488331.000000 Penalty: 5271.541992
	Iteration 44Q: 3 clusters Score -5488331 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -5488350.500000 Penalty: 5271.541992
	Iteration 45Q: 3 clusters Score -5488350 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -5488378.000000 Penalty: 5271.541992
	Iteration 46Q: 3 clusters Score -5488378 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -5488430.000000 Penalty: 5271.541992
	Iteration 47Q: 3 clusters Score -5488430 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -5488461.500000 Penalty: 5271.541992
	Iteration 48Q: 3 clusters Score -5488462 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -5488488.500000 Penalty: 5271.541992
	Iteration 49Q: 3 clusters Score -5488488 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -5488512.000000 Penalty: 5271.541992
	Iteration 50Q: 3 clusters Score -5488512 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -5488553.000000 Penalty: 5271.541992
	Iteration 51Q: 3 clusters Score -5488553 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -5488572.500000 Penalty: 5271.541992
	Iteration 52Q: 3 clusters Score -5488572 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -5488593.000000 Penalty: 5271.541992
	Iteration 53Q: 3 clusters Score -5488593 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -5488608.500000 Penalty: 5271.541992
	Iteration 54Q: 3 clusters Score -5488608 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -5488615.500000 Penalty: 5271.541992
	Iteration 55Q: 3 clusters Score -5488616 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -5488638.000000 Penalty: 5271.541992
	Iteration 56Q: 3 clusters Score -5488638 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -5488633.000000 Penalty: 5271.541992
	Iteration 57Q: 3 clusters Score -5488633 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -5488645.500000 Penalty: 5271.541992
	Iteration 58Q: 3 clusters Score -5488646 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -5488658.000000 Penalty: 5271.541992
	Iteration 59Q: 3 clusters Score -5488658 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -5488670.500000 Penalty: 5271.541992
	Iteration 60F: 3 clusters Score -5488670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -5488684.000000 Penalty: 5271.541992
	Iteration 61Q: 3 clusters Score -5488684 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -5488695.500000 Penalty: 5271.541992
	Iteration 62Q: 3 clusters Score -5488696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -5488706.000000 Penalty: 5271.541992
	Iteration 63Q: 3 clusters Score -5488706 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -5488707.000000 Penalty: 5271.541992
	Iteration 64Q: 3 clusters Score -5488707 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -5488712.000000 Penalty: 5271.541992
	Iteration 65Q: 3 clusters Score -5488712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -5488718.500000 Penalty: 5271.541992
	Iteration 66Q: 3 clusters Score -5488718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -5488723.500000 Penalty: 5271.541992
	Iteration 67Q: 3 clusters Score -5488724 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -5488727.500000 Penalty: 5271.541992
	Iteration 68Q: 3 clusters Score -5488728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -5488739.500000 Penalty: 5271.541992
	Iteration 69Q: 3 clusters Score -5488740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -5488740.500000 Penalty: 5271.541992
	Iteration 70Q: 3 clusters Score -5488740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -5488747.500000 Penalty: 5271.541992
	Iteration 71Q: 3 clusters Score -5488748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -5488751.000000 Penalty: 5271.541992
	Iteration 72Q: 3 clusters Score -5488751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -5488763.500000 Penalty: 5271.541992
	Iteration 73Q: 3 clusters Score -5488764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -5488763.000000 Penalty: 5271.541992
	Iteration 74Q: 3 clusters Score -5488763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -5488764.500000 Penalty: 5271.541992
	Iteration 75Q: 3 clusters Score -5488764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -5488761.500000 Penalty: 5271.541992
	Iteration 76Q: 3 clusters Score -5488762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -5488763.000000 Penalty: 5271.541992
	Iteration 77Q: 3 clusters Score -5488763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -5488772.500000 Penalty: 5271.541992
	Iteration 78Q: 3 clusters Score -5488772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -5488777.500000 Penalty: 5271.541992
	Iteration 79Q: 3 clusters Score -5488778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -5488788.000000 Penalty: 5271.541992
	Iteration 80F: 3 clusters Score -5488788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -5488787.500000 Penalty: 5271.541992
	Iteration 81Q: 3 clusters Score -5488788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -5488784.500000 Penalty: 5271.541992
	Iteration 82Q: 3 clusters Score -5488784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -5488787.000000 Penalty: 5271.541992
	Iteration 83Q: 3 clusters Score -5488787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -5488788.000000 Penalty: 5271.541992
	Iteration 84Q: 3 clusters Score -5488788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -5488789.500000 Penalty: 5271.541992
	Iteration 85Q: 3 clusters Score -5488790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -5488789.000000 Penalty: 5271.541992
	Iteration 86Q: 3 clusters Score -5488789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -5488787.500000 Penalty: 5271.541992
	Iteration 87Q: 3 clusters Score -5488788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -5488795.000000 Penalty: 5271.541992
	Iteration 88Q: 3 clusters Score -5488795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -5488799.500000 Penalty: 5271.541992
	Iteration 89Q: 3 clusters Score -5488800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -5488804.500000 Penalty: 5271.541992
	Iteration 90Q: 3 clusters Score -5488804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -5488802.500000 Penalty: 5271.541992
	Iteration 91Q: 3 clusters Score -5488802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -5488794.500000 Penalty: 5271.541992
	Iteration 92Q: 3 clusters Score -5488794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -5488797.000000 Penalty: 5271.541992
	Iteration 93Q: 3 clusters Score -5488797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -5488797.000000 Penalty: 5271.541992
	Iteration 94F: 3 clusters Score -5488797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -103364.484375 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -103364.5 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 384 members 
Entering Unmasked Estep 
Score: -101558.765625 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -101558.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -101846.632812 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -101846.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -101955.781250 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -101955.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -102066.148438 Penalty: 3343.297607
	Iteration 3Q: 3 clusters Score -102066.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -102214.578125 Penalty: 3343.297607
	Iteration 4Q: 3 clusters Score -102214.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -102467.789062 Penalty: 3343.297607
	Iteration 5F: 3 clusters Score -102467.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -102936.375000 Penalty: 3343.297607
	Iteration 6F: 3 clusters Score -102936.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -103112.414062 Penalty: 3343.297607
	Iteration 7F: 3 clusters Score -103112.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -103255.078125 Penalty: 3343.297607
	Iteration 8Q: 3 clusters Score -103255.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -103397.867188 Penalty: 3343.297607
	Iteration 9Q: 3 clusters Score -103397.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -103535.281250 Penalty: 3343.297607
	Iteration 10Q: 3 clusters Score -103535.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -103615.867188 Penalty: 3343.297607
	Iteration 11Q: 3 clusters Score -103615.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -103687.210938 Penalty: 3343.297607
	Iteration 12Q: 3 clusters Score -103687.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -103793.515625 Penalty: 3343.297607
	Iteration 13Q: 3 clusters Score -103793.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -103816.742188 Penalty: 3343.297607
	Iteration 14Q: 3 clusters Score -103816.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -103853.289062 Penalty: 3343.297607
	Iteration 15Q: 3 clusters Score -103853.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -103899.304688 Penalty: 3343.297607
	Iteration 16Q: 3 clusters Score -103899.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -103969.523438 Penalty: 3343.297607
	Iteration 17Q: 3 clusters Score -103969.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -103979.265625 Penalty: 3343.297607
	Iteration 18Q: 3 clusters Score -103979.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -103982.187500 Penalty: 3343.297607
	Iteration 19Q: 3 clusters Score -103982.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -103983.859375 Penalty: 3343.297607
	Iteration 20F: 3 clusters Score -103983.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88098 members 
Mstep: Class 2 contains 50182 members 
Mstep: Class 3 contains 6345 members 
Mstep: Class 4 contains 177043 members 
Mstep: Class 5 contains 164635 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 176236 members 
Mstep: Class 8 contains 50114 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 41279 members 
Mstep: Class 12 contains 292 members 
Mstep: Class 13 contains 1127 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 70749 members 
Mstep: Class 16 contains 21052 members 
Mstep: Class 17 contains 42204 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80891 members 
Mstep: Class 21 contains 66862 members 
Mstep: Class 22 contains 162950 members 
Mstep: Class 23 contains 174345 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 554 members 
Entering Unmasked Estep 
Score: -180479088.000000 Penalty: 87655.367188
Splitting cluster 12 changes total score from -180480752.000000 to -180479088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -146876.937500 Penalty: 1742.774048
	Iteration 0F: 2 clusters Score -146876.9 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 580 members 
Entering Unmasked Estep 
Score: -144825.062500 Penalty: 3485.548096
	Iteration 0F: 3 clusters Score -144825.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -145101.453125 Penalty: 3485.548096
	Iteration 1F: 3 clusters Score -145101.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -145202.281250 Penalty: 3485.548096
	Iteration 2F: 3 clusters Score -145202.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -145235.359375 Penalty: 3485.548096
	Iteration 3Q: 3 clusters Score -145235.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -145260.265625 Penalty: 3485.548096
	Iteration 4Q: 3 clusters Score -145260.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -145279.187500 Penalty: 3485.548096
	Iteration 5Q: 3 clusters Score -145279.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -145305.312500 Penalty: 3485.548096
	Iteration 6Q: 3 clusters Score -145305.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -145331.078125 Penalty: 3485.548096
	Iteration 7Q: 3 clusters Score -145331.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -145360.281250 Penalty: 3485.548096
	Iteration 8Q: 3 clusters Score -145360.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -145394.671875 Penalty: 3485.548096
	Iteration 9Q: 3 clusters Score -145394.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -145451.687500 Penalty: 3485.548096
	Iteration 10Q: 3 clusters Score -145451.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -145492.703125 Penalty: 3485.548096
	Iteration 11Q: 3 clusters Score -145492.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -145525.359375 Penalty: 3485.548096
	Iteration 12Q: 3 clusters Score -145525.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -145562.015625 Penalty: 3485.548096
	Iteration 13Q: 3 clusters Score -145562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -145608.843750 Penalty: 3485.548096
	Iteration 14Q: 3 clusters Score -145608.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -145660.750000 Penalty: 3485.548096
	Iteration 15Q: 3 clusters Score -145660.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -145714.765625 Penalty: 3485.548096
	Iteration 16Q: 3 clusters Score -145714.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -145755.875000 Penalty: 3485.548096
	Iteration 17Q: 3 clusters Score -145755.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -145781.546875 Penalty: 3485.548096
	Iteration 18Q: 3 clusters Score -145781.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -145797.015625 Penalty: 3485.548096
	Iteration 19Q: 3 clusters Score -145797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -145806.015625 Penalty: 3485.548096
	Iteration 20F: 3 clusters Score -145806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -145813.250000 Penalty: 3485.548096
	Iteration 21Q: 3 clusters Score -145813.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -145823.671875 Penalty: 3485.548096
	Iteration 22Q: 3 clusters Score -145823.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -145832.453125 Penalty: 3485.548096
	Iteration 23Q: 3 clusters Score -145832.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -145838.406250 Penalty: 3485.548096
	Iteration 24Q: 3 clusters Score -145838.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -145843.421875 Penalty: 3485.548096
	Iteration 25Q: 3 clusters Score -145843.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -145846.812500 Penalty: 3485.548096
	Iteration 26Q: 3 clusters Score -145846.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -145847.718750 Penalty: 3485.548096
	Iteration 27Q: 3 clusters Score -145847.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -145848.421875 Penalty: 3485.548096
	Iteration 28Q: 3 clusters Score -145848.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -145849.015625 Penalty: 3485.548096
	Iteration 29Q: 3 clusters Score -145849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -145849.015625 Penalty: 3485.548096
	Iteration 30F: 3 clusters Score -145849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Entering Unmasked Estep 
Score: -120265.031250 Penalty: 1709.123169
	Iteration 0F: 2 clusters Score -120265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118482.242188 Penalty: 3418.246338
	Iteration 0F: 3 clusters Score -118482.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -119202.640625 Penalty: 3418.246338
	Iteration 1F: 3 clusters Score -119202.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -119461.468750 Penalty: 3418.246338
	Iteration 2F: 3 clusters Score -119461.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -119604.007812 Penalty: 3418.246338
	Iteration 3F: 3 clusters Score -119604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -119682.507812 Penalty: 3418.246338
	Iteration 4Q: 3 clusters Score -119682.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -119764.882812 Penalty: 3418.246338
	Iteration 5Q: 3 clusters Score -119764.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -119876.437500 Penalty: 3418.246338
	Iteration 6Q: 3 clusters Score -119876.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -119993.945312 Penalty: 3418.246338
	Iteration 7Q: 3 clusters Score -119993.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -120081.125000 Penalty: 3418.246338
	Iteration 8Q: 3 clusters Score -120081.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -120175.492188 Penalty: 3418.246338
	Iteration 9Q: 3 clusters Score -120175.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -120304.093750 Penalty: 3418.246338
	Iteration 10Q: 3 clusters Score -120304.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -120424.882812 Penalty: 3418.246338
	Iteration 11Q: 3 clusters Score -120424.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -120517.296875 Penalty: 3418.246338
	Iteration 12Q: 3 clusters Score -120517.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -120591.406250 Penalty: 3418.246338
	Iteration 13Q: 3 clusters Score -120591.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -120616.335938 Penalty: 3418.246338
	Iteration 14Q: 3 clusters Score -120616.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -120624.992188 Penalty: 3418.246338
	Iteration 15Q: 3 clusters Score -120625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -120629.062500 Penalty: 3418.246338
	Iteration 16Q: 3 clusters Score -120629.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -120631.500000 Penalty: 3418.246338
	Iteration 17Q: 3 clusters Score -120631.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -120634.515625 Penalty: 3418.246338
	Iteration 18Q: 3 clusters Score -120634.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -120636.414062 Penalty: 3418.246338
	Iteration 19F: 3 clusters Score -120636.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -120639.296875 Penalty: 3418.246338
	Iteration 20F: 3 clusters Score -120639.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -120640.984375 Penalty: 3418.246338
	Iteration 21Q: 3 clusters Score -120641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -120640.984375 Penalty: 3418.246338
	Iteration 22F: 3 clusters Score -120641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88098 members 
Mstep: Class 2 contains 50182 members 
Mstep: Class 3 contains 6345 members 
Mstep: Class 4 contains 177043 members 
Mstep: Class 5 contains 164635 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 176236 members 
Mstep: Class 8 contains 50114 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 41279 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1127 members 
Mstep: Class 14 contains 452 members 
Mstep: Class 15 contains 70749 members 
Mstep: Class 16 contains 21052 members 
Mstep: Class 17 contains 42204 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80891 members 
Mstep: Class 21 contains 66862 members 
Mstep: Class 22 contains 162950 members 
Mstep: Class 23 contains 174345 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 532 members 
Entering Unmasked Estep 
Score: -180478736.000000 Penalty: 87655.367188
Splitting cluster 14 changes total score from -180480752.000000 to -180478736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (70749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70749 members 
Entering Unmasked Estep 
Score: -9389287.000000 Penalty: 2769.389648
	Iteration 0F: 2 clusters Score -9389287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -9341796.000000 Penalty: 5538.779297
	Iteration 0F: 3 clusters Score -9341796 nChanged 33065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -9360284.000000 Penalty: 5538.779297
	Iteration 1F: 3 clusters Score -9360284 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -9361012.000000 Penalty: 5538.779297
	Iteration 2Q: 3 clusters Score -9361012 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -9361852.000000 Penalty: 5538.779297
	Iteration 3Q: 3 clusters Score -9361852 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -9362877.000000 Penalty: 5538.779297
	Iteration 4Q: 3 clusters Score -9362877 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -9364074.000000 Penalty: 5538.779297
	Iteration 5Q: 3 clusters Score -9364074 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -9365624.000000 Penalty: 5538.779297
	Iteration 6Q: 3 clusters Score -9365624 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -9367574.000000 Penalty: 5538.779297
	Iteration 7F: 3 clusters Score -9367574 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -9370315.000000 Penalty: 5538.779297
	Iteration 8F: 3 clusters Score -9370315 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -9374088.000000 Penalty: 5538.779297
	Iteration 9F: 3 clusters Score -9374088 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -9377819.000000 Penalty: 5538.779297
	Iteration 10F: 3 clusters Score -9377819 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -9379898.000000 Penalty: 5538.779297
	Iteration 11F: 3 clusters Score -9379898 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -9380720.000000 Penalty: 5538.779297
	Iteration 12Q: 3 clusters Score -9380720 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -9381298.000000 Penalty: 5538.779297
	Iteration 13Q: 3 clusters Score -9381298 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -9381684.000000 Penalty: 5538.779297
	Iteration 14Q: 3 clusters Score -9381684 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -9382081.000000 Penalty: 5538.779297
	Iteration 15Q: 3 clusters Score -9382081 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -9382525.000000 Penalty: 5538.779297
	Iteration 16Q: 3 clusters Score -9382525 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -9382853.000000 Penalty: 5538.779297
	Iteration 17Q: 3 clusters Score -9382853 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -9383258.000000 Penalty: 5538.779297
	Iteration 18Q: 3 clusters Score -9383258 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50738 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -9383548.000000 Penalty: 5538.779297
	Iteration 19Q: 3 clusters Score -9383548 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -9383802.000000 Penalty: 5538.779297
	Iteration 20F: 3 clusters Score -9383802 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -9383989.000000 Penalty: 5538.779297
	Iteration 21Q: 3 clusters Score -9383989 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -9384191.000000 Penalty: 5538.779297
	Iteration 22Q: 3 clusters Score -9384191 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -9384388.000000 Penalty: 5538.779297
	Iteration 23Q: 3 clusters Score -9384388 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -9384559.000000 Penalty: 5538.779297
	Iteration 24Q: 3 clusters Score -9384559 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -9384778.000000 Penalty: 5538.779297
	Iteration 25Q: 3 clusters Score -9384778 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -9384965.000000 Penalty: 5538.779297
	Iteration 26Q: 3 clusters Score -9384965 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56694 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -9385149.000000 Penalty: 5538.779297
	Iteration 27Q: 3 clusters Score -9385149 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57346 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -9385316.000000 Penalty: 5538.779297
	Iteration 28Q: 3 clusters Score -9385316 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57975 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -9385484.000000 Penalty: 5538.779297
	Iteration 29Q: 3 clusters Score -9385484 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58565 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -9385622.000000 Penalty: 5538.779297
	Iteration 30Q: 3 clusters Score -9385622 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59124 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -9385760.000000 Penalty: 5538.779297
	Iteration 31Q: 3 clusters Score -9385760 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59646 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -9385869.000000 Penalty: 5538.779297
	Iteration 32Q: 3 clusters Score -9385869 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60142 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -9386006.000000 Penalty: 5538.779297
	Iteration 33Q: 3 clusters Score -9386006 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60599 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -9386097.000000 Penalty: 5538.779297
	Iteration 34Q: 3 clusters Score -9386097 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61015 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -9386193.000000 Penalty: 5538.779297
	Iteration 35Q: 3 clusters Score -9386193 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61391 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -9386257.000000 Penalty: 5538.779297
	Iteration 36Q: 3 clusters Score -9386257 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -9386330.000000 Penalty: 5538.779297
	Iteration 37Q: 3 clusters Score -9386330 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62110 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -9386402.000000 Penalty: 5538.779297
	Iteration 38Q: 3 clusters Score -9386402 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -9386444.000000 Penalty: 5538.779297
	Iteration 39Q: 3 clusters Score -9386444 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62727 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -9386513.000000 Penalty: 5538.779297
	Iteration 40F: 3 clusters Score -9386513 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -9386557.000000 Penalty: 5538.779297
	Iteration 41Q: 3 clusters Score -9386557 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63267 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -9386600.000000 Penalty: 5538.779297
	Iteration 42Q: 3 clusters Score -9386600 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63489 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -9386647.000000 Penalty: 5538.779297
	Iteration 43Q: 3 clusters Score -9386647 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63692 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -9386678.000000 Penalty: 5538.779297
	Iteration 44Q: 3 clusters Score -9386678 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63895 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -9386699.000000 Penalty: 5538.779297
	Iteration 45Q: 3 clusters Score -9386699 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64071 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -9386749.000000 Penalty: 5538.779297
	Iteration 46Q: 3 clusters Score -9386749 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64226 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -9386768.000000 Penalty: 5538.779297
	Iteration 47Q: 3 clusters Score -9386768 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64383 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -9386790.000000 Penalty: 5538.779297
	Iteration 48Q: 3 clusters Score -9386790 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64507 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -9386813.000000 Penalty: 5538.779297
	Iteration 49Q: 3 clusters Score -9386813 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64648 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -9386815.000000 Penalty: 5538.779297
	Iteration 50Q: 3 clusters Score -9386815 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64785 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -9386813.000000 Penalty: 5538.779297
	Iteration 51Q: 3 clusters Score -9386813 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -9386833.000000 Penalty: 5538.779297
	Iteration 52Q: 3 clusters Score -9386833 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65009 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -9386865.000000 Penalty: 5538.779297
	Iteration 53Q: 3 clusters Score -9386865 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65108 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -9386868.000000 Penalty: 5538.779297
	Iteration 54Q: 3 clusters Score -9386868 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65202 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -9386881.000000 Penalty: 5538.779297
	Iteration 55Q: 3 clusters Score -9386881 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65296 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -9386917.000000 Penalty: 5538.779297
	Iteration 56Q: 3 clusters Score -9386917 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65387 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -9386936.000000 Penalty: 5538.779297
	Iteration 57Q: 3 clusters Score -9386936 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65486 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -9386942.000000 Penalty: 5538.779297
	Iteration 58Q: 3 clusters Score -9386942 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65594 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -9386980.000000 Penalty: 5538.779297
	Iteration 59Q: 3 clusters Score -9386980 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65690 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -9386983.000000 Penalty: 5538.779297
	Iteration 60F: 3 clusters Score -9386983 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -9386990.000000 Penalty: 5538.779297
	Iteration 61Q: 3 clusters Score -9386990 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65861 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -9387015.000000 Penalty: 5538.779297
	Iteration 62Q: 3 clusters Score -9387015 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65947 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -9387007.000000 Penalty: 5538.779297
	Iteration 63Q: 3 clusters Score -9387007 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66031 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -9387032.000000 Penalty: 5538.779297
	Iteration 64Q: 3 clusters Score -9387032 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66121 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -9387067.000000 Penalty: 5538.779297
	Iteration 65Q: 3 clusters Score -9387067 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66208 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -9387081.000000 Penalty: 5538.779297
	Iteration 66Q: 3 clusters Score -9387081 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66296 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -9387089.000000 Penalty: 5538.779297
	Iteration 67Q: 3 clusters Score -9387089 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66374 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -9387110.000000 Penalty: 5538.779297
	Iteration 68Q: 3 clusters Score -9387110 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66455 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -9387120.000000 Penalty: 5538.779297
	Iteration 69Q: 3 clusters Score -9387120 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66539 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -9387126.000000 Penalty: 5538.779297
	Iteration 70Q: 3 clusters Score -9387126 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66613 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -9387131.000000 Penalty: 5538.779297
	Iteration 71Q: 3 clusters Score -9387131 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -9387143.000000 Penalty: 5538.779297
	Iteration 72Q: 3 clusters Score -9387143 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66745 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -9387163.000000 Penalty: 5538.779297
	Iteration 73Q: 3 clusters Score -9387163 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66805 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -9387169.000000 Penalty: 5538.779297
	Iteration 74Q: 3 clusters Score -9387169 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66852 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -9387162.000000 Penalty: 5538.779297
	Iteration 75Q: 3 clusters Score -9387162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66901 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -9387161.000000 Penalty: 5538.779297
	Iteration 76Q: 3 clusters Score -9387161 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66944 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -9387164.000000 Penalty: 5538.779297
	Iteration 77Q: 3 clusters Score -9387164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66985 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -9387176.000000 Penalty: 5538.779297
	Iteration 78Q: 3 clusters Score -9387176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67026 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -9387169.000000 Penalty: 5538.779297
	Iteration 79Q: 3 clusters Score -9387169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67068 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -9387165.000000 Penalty: 5538.779297
	Iteration 80F: 3 clusters Score -9387165 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67113 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -9387168.000000 Penalty: 5538.779297
	Iteration 81Q: 3 clusters Score -9387168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -9387183.000000 Penalty: 5538.779297
	Iteration 82Q: 3 clusters Score -9387183 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67193 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -9387198.000000 Penalty: 5538.779297
	Iteration 83Q: 3 clusters Score -9387198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67229 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -9387185.000000 Penalty: 5538.779297
	Iteration 84Q: 3 clusters Score -9387185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67258 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -9387203.000000 Penalty: 5538.779297
	Iteration 85Q: 3 clusters Score -9387203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67291 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -9387226.000000 Penalty: 5538.779297
	Iteration 86Q: 3 clusters Score -9387226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67325 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -9387230.000000 Penalty: 5538.779297
	Iteration 87Q: 3 clusters Score -9387230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -9387247.000000 Penalty: 5538.779297
	Iteration 88Q: 3 clusters Score -9387247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67391 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -9387261.000000 Penalty: 5538.779297
	Iteration 89Q: 3 clusters Score -9387261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67419 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -9387266.000000 Penalty: 5538.779297
	Iteration 90Q: 3 clusters Score -9387266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67446 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -9387270.000000 Penalty: 5538.779297
	Iteration 91Q: 3 clusters Score -9387270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67473 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -9387286.000000 Penalty: 5538.779297
	Iteration 92Q: 3 clusters Score -9387286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67494 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -9387292.000000 Penalty: 5538.779297
	Iteration 93Q: 3 clusters Score -9387292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67516 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -9387286.000000 Penalty: 5538.779297
	Iteration 94Q: 3 clusters Score -9387286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67540 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -9387291.000000 Penalty: 5538.779297
	Iteration 95Q: 3 clusters Score -9387291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67555 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -9387293.000000 Penalty: 5538.779297
	Iteration 96Q: 3 clusters Score -9387293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67563 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -9387290.000000 Penalty: 5538.779297
	Iteration 97Q: 3 clusters Score -9387290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67574 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -9387304.000000 Penalty: 5538.779297
	Iteration 98Q: 3 clusters Score -9387304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67588 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -9387315.000000 Penalty: 5538.779297
	Iteration 99Q: 3 clusters Score -9387315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67604 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -9387306.000000 Penalty: 5538.779297
	Iteration 100F: 3 clusters Score -9387306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67630 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -9387308.000000 Penalty: 5538.779297
	Iteration 101Q: 3 clusters Score -9387308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67649 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -9387326.000000 Penalty: 5538.779297
	Iteration 102Q: 3 clusters Score -9387326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67673 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -9387323.000000 Penalty: 5538.779297
	Iteration 103Q: 3 clusters Score -9387323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67693 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -9387319.000000 Penalty: 5538.779297
	Iteration 104Q: 3 clusters Score -9387319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67712 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -9387318.000000 Penalty: 5538.779297
	Iteration 105Q: 3 clusters Score -9387318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67727 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -9387326.000000 Penalty: 5538.779297
	Iteration 106Q: 3 clusters Score -9387326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67737 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -9387320.000000 Penalty: 5538.779297
	Iteration 107Q: 3 clusters Score -9387320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67743 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -9387330.000000 Penalty: 5538.779297
	Iteration 108Q: 3 clusters Score -9387330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67749 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -9387332.000000 Penalty: 5538.779297
	Iteration 109Q: 3 clusters Score -9387332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67756 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -9387329.000000 Penalty: 5538.779297
	Iteration 110Q: 3 clusters Score -9387329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67762 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -9387329.000000 Penalty: 5538.779297
	Iteration 111Q: 3 clusters Score -9387329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67774 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -9387322.000000 Penalty: 5538.779297
	Iteration 112Q: 3 clusters Score -9387322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67779 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -9387318.000000 Penalty: 5538.779297
	Iteration 113Q: 3 clusters Score -9387318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67781 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -9387321.000000 Penalty: 5538.779297
	Iteration 114Q: 3 clusters Score -9387321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67781 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -9387321.000000 Penalty: 5538.779297
	Iteration 115F: 3 clusters Score -9387321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Entering Unmasked Estep 
Score: -2790939.000000 Penalty: 2468.778320
	Iteration 0F: 2 clusters Score -2790939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2776168.500000 Penalty: 4937.556641
	Iteration 0F: 3 clusters Score -2776168 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2781213.500000 Penalty: 4937.556641
	Iteration 1F: 3 clusters Score -2781214 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2781566.000000 Penalty: 4937.556641
	Iteration 2F: 3 clusters Score -2781566 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2781825.500000 Penalty: 4937.556641
	Iteration 3Q: 3 clusters Score -2781826 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2782048.250000 Penalty: 4937.556641
	Iteration 4Q: 3 clusters Score -2782048 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2782310.000000 Penalty: 4937.556641
	Iteration 5Q: 3 clusters Score -2782310 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2782642.500000 Penalty: 4937.556641
	Iteration 6Q: 3 clusters Score -2782642 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -2783249.500000 Penalty: 4937.556641
	Iteration 7Q: 3 clusters Score -2783250 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2784202.250000 Penalty: 4937.556641
	Iteration 8F: 3 clusters Score -2784202 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2785460.250000 Penalty: 4937.556641
	Iteration 9F: 3 clusters Score -2785460 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2786770.000000 Penalty: 4937.556641
	Iteration 10F: 3 clusters Score -2786770 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2787932.250000 Penalty: 4937.556641
	Iteration 11F: 3 clusters Score -2787932 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2788802.000000 Penalty: 4937.556641
	Iteration 12F: 3 clusters Score -2788802 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2789399.250000 Penalty: 4937.556641
	Iteration 13Q: 3 clusters Score -2789399 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2789839.500000 Penalty: 4937.556641
	Iteration 14Q: 3 clusters Score -2789840 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2790166.250000 Penalty: 4937.556641
	Iteration 15Q: 3 clusters Score -2790166 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2790349.000000 Penalty: 4937.556641
	Iteration 16Q: 3 clusters Score -2790349 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2790426.000000 Penalty: 4937.556641
	Iteration 17Q: 3 clusters Score -2790426 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2790468.250000 Penalty: 4937.556641
	Iteration 18Q: 3 clusters Score -2790468 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2790507.500000 Penalty: 4937.556641
	Iteration 19Q: 3 clusters Score -2790508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2790523.250000 Penalty: 4937.556641
	Iteration 20F: 3 clusters Score -2790523 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2790526.250000 Penalty: 4937.556641
	Iteration 21Q: 3 clusters Score -2790526 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2790541.250000 Penalty: 4937.556641
	Iteration 22Q: 3 clusters Score -2790541 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2790542.000000 Penalty: 4937.556641
	Iteration 23Q: 3 clusters Score -2790542 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2790547.750000 Penalty: 4937.556641
	Iteration 24Q: 3 clusters Score -2790548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -2790547.500000 Penalty: 4937.556641
	Iteration 25Q: 3 clusters Score -2790548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2790547.750000 Penalty: 4937.556641
	Iteration 26Q: 3 clusters Score -2790548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2790547.500000 Penalty: 4937.556641
	Iteration 27Q: 3 clusters Score -2790548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2790552.000000 Penalty: 4937.556641
	Iteration 28Q: 3 clusters Score -2790552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2790552.750000 Penalty: 4937.556641
	Iteration 29Q: 3 clusters Score -2790553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2790549.750000 Penalty: 4937.556641
	Iteration 30Q: 3 clusters Score -2790550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2790548.750000 Penalty: 4937.556641
	Iteration 31Q: 3 clusters Score -2790549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -2790556.750000 Penalty: 4937.556641
	Iteration 32Q: 3 clusters Score -2790557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2790557.500000 Penalty: 4937.556641
	Iteration 33Q: 3 clusters Score -2790558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2790560.250000 Penalty: 4937.556641
	Iteration 34Q: 3 clusters Score -2790560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2790561.500000 Penalty: 4937.556641
	Iteration 35Q: 3 clusters Score -2790562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2790560.250000 Penalty: 4937.556641
	Iteration 36Q: 3 clusters Score -2790560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2790556.750000 Penalty: 4937.556641
	Iteration 37Q: 3 clusters Score -2790557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2790555.500000 Penalty: 4937.556641
	Iteration 38Q: 3 clusters Score -2790556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2790557.500000 Penalty: 4937.556641
	Iteration 39Q: 3 clusters Score -2790558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2790557.000000 Penalty: 4937.556641
	Iteration 40F: 3 clusters Score -2790557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2790559.000000 Penalty: 4937.556641
	Iteration 41Q: 3 clusters Score -2790559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2790558.000000 Penalty: 4937.556641
	Iteration 42Q: 3 clusters Score -2790558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2790557.000000 Penalty: 4937.556641
	Iteration 43Q: 3 clusters Score -2790557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2790558.750000 Penalty: 4937.556641
	Iteration 44Q: 3 clusters Score -2790559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2790561.250000 Penalty: 4937.556641
	Iteration 45Q: 3 clusters Score -2790561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2790563.500000 Penalty: 4937.556641
	Iteration 46Q: 3 clusters Score -2790564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2790562.000000 Penalty: 4937.556641
	Iteration 47Q: 3 clusters Score -2790562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2790568.000000 Penalty: 4937.556641
	Iteration 48Q: 3 clusters Score -2790568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2790572.000000 Penalty: 4937.556641
	Iteration 49Q: 3 clusters Score -2790572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2790571.000000 Penalty: 4937.556641
	Iteration 50Q: 3 clusters Score -2790571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2790572.250000 Penalty: 4937.556641
	Iteration 51Q: 3 clusters Score -2790572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2790565.500000 Penalty: 4937.556641
	Iteration 52Q: 3 clusters Score -2790566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2790562.000000 Penalty: 4937.556641
	Iteration 53Q: 3 clusters Score -2790562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2790557.250000 Penalty: 4937.556641
	Iteration 54Q: 3 clusters Score -2790557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2790560.250000 Penalty: 4937.556641
	Iteration 55Q: 3 clusters Score -2790560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2790560.250000 Penalty: 4937.556641
	Iteration 56F: 3 clusters Score -2790560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Entering Unmasked Estep 
Score: -5634544.500000 Penalty: 2641.267090
	Iteration 0F: 2 clusters Score -5634544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -5605915.000000 Penalty: 5282.534180
	Iteration 0F: 3 clusters Score -5605915 nChanged 19421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -5616809.000000 Penalty: 5282.534180
	Iteration 1F: 3 clusters Score -5616809 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -5617672.000000 Penalty: 5282.534180
	Iteration 2Q: 3 clusters Score -5617672 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -5618944.000000 Penalty: 5282.534180
	Iteration 3F: 3 clusters Score -5618944 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -5620668.500000 Penalty: 5282.534180
	Iteration 4F: 3 clusters Score -5620668 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -5622845.000000 Penalty: 5282.534180
	Iteration 5F: 3 clusters Score -5622845 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -5625475.000000 Penalty: 5282.534180
	Iteration 6F: 3 clusters Score -5625475 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -5628276.000000 Penalty: 5282.534180
	Iteration 7F: 3 clusters Score -5628276 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -5630361.000000 Penalty: 5282.534180
	Iteration 8Q: 3 clusters Score -5630361 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -5631305.000000 Penalty: 5282.534180
	Iteration 9Q: 3 clusters Score -5631305 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -5631677.500000 Penalty: 5282.534180
	Iteration 10Q: 3 clusters Score -5631678 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -5631867.500000 Penalty: 5282.534180
	Iteration 11Q: 3 clusters Score -5631868 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -5631999.000000 Penalty: 5282.534180
	Iteration 12Q: 3 clusters Score -5631999 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -5632141.500000 Penalty: 5282.534180
	Iteration 13Q: 3 clusters Score -5632142 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -5632199.000000 Penalty: 5282.534180
	Iteration 14Q: 3 clusters Score -5632199 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -5632273.500000 Penalty: 5282.534180
	Iteration 15Q: 3 clusters Score -5632274 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -5632294.000000 Penalty: 5282.534180
	Iteration 16Q: 3 clusters Score -5632294 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -5632337.000000 Penalty: 5282.534180
	Iteration 17Q: 3 clusters Score -5632337 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -5632353.500000 Penalty: 5282.534180
	Iteration 18Q: 3 clusters Score -5632354 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -5632376.500000 Penalty: 5282.534180
	Iteration 19Q: 3 clusters Score -5632376 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -5632395.000000 Penalty: 5282.534180
	Iteration 20F: 3 clusters Score -5632395 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -5632415.000000 Penalty: 5282.534180
	Iteration 21Q: 3 clusters Score -5632415 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -5632436.500000 Penalty: 5282.534180
	Iteration 22Q: 3 clusters Score -5632436 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -5632450.500000 Penalty: 5282.534180
	Iteration 23Q: 3 clusters Score -5632450 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -5632473.500000 Penalty: 5282.534180
	Iteration 24Q: 3 clusters Score -5632474 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -5632484.500000 Penalty: 5282.534180
	Iteration 25Q: 3 clusters Score -5632484 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -5632495.500000 Penalty: 5282.534180
	Iteration 26Q: 3 clusters Score -5632496 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -5632512.000000 Penalty: 5282.534180
	Iteration 27Q: 3 clusters Score -5632512 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -5632515.000000 Penalty: 5282.534180
	Iteration 28Q: 3 clusters Score -5632515 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -5632537.500000 Penalty: 5282.534180
	Iteration 29Q: 3 clusters Score -5632538 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -5632533.500000 Penalty: 5282.534180
	Iteration 30Q: 3 clusters Score -5632534 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -5632544.500000 Penalty: 5282.534180
	Iteration 31Q: 3 clusters Score -5632544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -5632548.500000 Penalty: 5282.534180
	Iteration 32Q: 3 clusters Score -5632548 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -5632564.500000 Penalty: 5282.534180
	Iteration 33Q: 3 clusters Score -5632564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -5632572.500000 Penalty: 5282.534180
	Iteration 34Q: 3 clusters Score -5632572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -5632576.500000 Penalty: 5282.534180
	Iteration 35Q: 3 clusters Score -5632576 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -5632586.000000 Penalty: 5282.534180
	Iteration 36Q: 3 clusters Score -5632586 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -5632597.000000 Penalty: 5282.534180
	Iteration 37Q: 3 clusters Score -5632597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -5632597.000000 Penalty: 5282.534180
	Iteration 38Q: 3 clusters Score -5632597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -5632595.000000 Penalty: 5282.534180
	Iteration 39Q: 3 clusters Score -5632595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -5632603.500000 Penalty: 5282.534180
	Iteration 40F: 3 clusters Score -5632604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -5632614.000000 Penalty: 5282.534180
	Iteration 41Q: 3 clusters Score -5632614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -5632621.000000 Penalty: 5282.534180
	Iteration 42Q: 3 clusters Score -5632621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -5632623.500000 Penalty: 5282.534180
	Iteration 43Q: 3 clusters Score -5632624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -5632625.500000 Penalty: 5282.534180
	Iteration 44Q: 3 clusters Score -5632626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -5632627.500000 Penalty: 5282.534180
	Iteration 45Q: 3 clusters Score -5632628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -5632627.000000 Penalty: 5282.534180
	Iteration 46Q: 3 clusters Score -5632627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -5632625.500000 Penalty: 5282.534180
	Iteration 47Q: 3 clusters Score -5632626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5632634.000000 Penalty: 5282.534180
	Iteration 48Q: 3 clusters Score -5632634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -5632641.000000 Penalty: 5282.534180
	Iteration 49Q: 3 clusters Score -5632641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -5632635.000000 Penalty: 5282.534180
	Iteration 50Q: 3 clusters Score -5632635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -5632636.000000 Penalty: 5282.534180
	Iteration 51Q: 3 clusters Score -5632636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -5632636.500000 Penalty: 5282.534180
	Iteration 52Q: 3 clusters Score -5632636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -5632630.000000 Penalty: 5282.534180
	Iteration 53Q: 3 clusters Score -5632630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -5632634.500000 Penalty: 5282.534180
	Iteration 54Q: 3 clusters Score -5632634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -5632640.000000 Penalty: 5282.534180
	Iteration 55Q: 3 clusters Score -5632640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -5632627.500000 Penalty: 5282.534180
	Iteration 56Q: 3 clusters Score -5632628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -5632630.500000 Penalty: 5282.534180
	Iteration 57Q: 3 clusters Score -5632630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -5632623.500000 Penalty: 5282.534180
	Iteration 58Q: 3 clusters Score -5632624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -5632622.000000 Penalty: 5282.534180
	Iteration 59Q: 3 clusters Score -5632622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -5632629.500000 Penalty: 5282.534180
	Iteration 60F: 3 clusters Score -5632630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -5632633.000000 Penalty: 5282.534180
	Iteration 61Q: 3 clusters Score -5632633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -5632637.500000 Penalty: 5282.534180
	Iteration 62Q: 3 clusters Score -5632638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -5632635.000000 Penalty: 5282.534180
	Iteration 63Q: 3 clusters Score -5632635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -5632644.500000 Penalty: 5282.534180
	Iteration 64Q: 3 clusters Score -5632644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -5632640.000000 Penalty: 5282.534180
	Iteration 65Q: 3 clusters Score -5632640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -5632637.000000 Penalty: 5282.534180
	Iteration 66Q: 3 clusters Score -5632637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -5632643.500000 Penalty: 5282.534180
	Iteration 67Q: 3 clusters Score -5632644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -5632644.500000 Penalty: 5282.534180
	Iteration 68Q: 3 clusters Score -5632644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -5632642.500000 Penalty: 5282.534180
	Iteration 69Q: 3 clusters Score -5632642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -5632646.500000 Penalty: 5282.534180
	Iteration 70Q: 3 clusters Score -5632646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -5632648.000000 Penalty: 5282.534180
	Iteration 71Q: 3 clusters Score -5632648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -5632641.000000 Penalty: 5282.534180
	Iteration 72Q: 3 clusters Score -5632641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -5632640.500000 Penalty: 5282.534180
	Iteration 73Q: 3 clusters Score -5632640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -5632637.500000 Penalty: 5282.534180
	Iteration 74Q: 3 clusters Score -5632638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -5632654.000000 Penalty: 5282.534180
	Iteration 75Q: 3 clusters Score -5632654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -5632663.500000 Penalty: 5282.534180
	Iteration 76Q: 3 clusters Score -5632664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -5632667.000000 Penalty: 5282.534180
	Iteration 77Q: 3 clusters Score -5632667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -5632660.000000 Penalty: 5282.534180
	Iteration 78Q: 3 clusters Score -5632660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -5632656.500000 Penalty: 5282.534180
	Iteration 79Q: 3 clusters Score -5632656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -5632657.500000 Penalty: 5282.534180
	Iteration 80F: 3 clusters Score -5632658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -5632661.500000 Penalty: 5282.534180
	Iteration 81Q: 3 clusters Score -5632662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -5632662.500000 Penalty: 5282.534180
	Iteration 82Q: 3 clusters Score -5632662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -5632671.500000 Penalty: 5282.534180
	Iteration 83Q: 3 clusters Score -5632672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -5632661.000000 Penalty: 5282.534180
	Iteration 84Q: 3 clusters Score -5632661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -5632673.000000 Penalty: 5282.534180
	Iteration 85Q: 3 clusters Score -5632673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -5632671.500000 Penalty: 5282.534180
	Iteration 86Q: 3 clusters Score -5632672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -5632675.000000 Penalty: 5282.534180
	Iteration 87Q: 3 clusters Score -5632675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -5632679.000000 Penalty: 5282.534180
	Iteration 88Q: 3 clusters Score -5632679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -5632684.000000 Penalty: 5282.534180
	Iteration 89Q: 3 clusters Score -5632684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -5632685.000000 Penalty: 5282.534180
	Iteration 90Q: 3 clusters Score -5632685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -5632699.500000 Penalty: 5282.534180
	Iteration 91Q: 3 clusters Score -5632700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -5632685.000000 Penalty: 5282.534180
	Iteration 92Q: 3 clusters Score -5632685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -5632690.000000 Penalty: 5282.534180
	Iteration 93Q: 3 clusters Score -5632690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -5632695.000000 Penalty: 5282.534180
	Iteration 94Q: 3 clusters Score -5632695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5632697.500000 Penalty: 5282.534180
	Iteration 95Q: 3 clusters Score -5632698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -5632699.500000 Penalty: 5282.534180
	Iteration 96Q: 3 clusters Score -5632700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -5632694.500000 Penalty: 5282.534180
	Iteration 97Q: 3 clusters Score -5632694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -5632700.000000 Penalty: 5282.534180
	Iteration 98Q: 3 clusters Score -5632700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -5632702.500000 Penalty: 5282.534180
	Iteration 99Q: 3 clusters Score -5632702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -5632719.500000 Penalty: 5282.534180
	Iteration 100F: 3 clusters Score -5632720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -5632722.000000 Penalty: 5282.534180
	Iteration 101Q: 3 clusters Score -5632722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5632728.000000 Penalty: 5282.534180
	Iteration 102Q: 3 clusters Score -5632728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -5632724.500000 Penalty: 5282.534180
	Iteration 103Q: 3 clusters Score -5632724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -5632733.500000 Penalty: 5282.534180
	Iteration 104Q: 3 clusters Score -5632734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -5632731.500000 Penalty: 5282.534180
	Iteration 105Q: 3 clusters Score -5632732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -5632731.500000 Penalty: 5282.534180
	Iteration 106F: 3 clusters Score -5632732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -64386.003906 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -64386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62813.500000 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -62813.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -62979.675781 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -62979.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -63038.300781 Penalty: 3092.267822
	Iteration 2Q: 3 clusters Score -63038.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -63071.652344 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -63071.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -63108.734375 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -63108.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -63148.136719 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -63148.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -63175.507812 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -63175.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -63195.964844 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -63195.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -63207.558594 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -63207.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -63220.070312 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -63220.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -63221.871094 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -63221.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -63221.871094 Penalty: 3092.267822
	Iteration 11F: 3 clusters Score -63221.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -41466.406250 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -41466.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40115.238281 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -40115.24 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40236.789062 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -40236.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40289.289062 Penalty: 2902.692383
	Iteration 2Q: 3 clusters Score -40289.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40300.996094 Penalty: 2902.692383
	Iteration 3Q: 3 clusters Score -40301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40310.578125 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -40310.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40314.402344 Penalty: 2902.692383
	Iteration 5Q: 3 clusters Score -40314.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40315.933594 Penalty: 2902.692383
	Iteration 6Q: 3 clusters Score -40315.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40318.957031 Penalty: 2902.692383
	Iteration 7Q: 3 clusters Score -40318.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40318.957031 Penalty: 2902.692383
	Iteration 8F: 3 clusters Score -40318.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (80891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80891 members 
Entering Unmasked Estep 
Score: -10891728.000000 Penalty: 2802.612793
	Iteration 0F: 2 clusters Score -1.089173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -10837626.000000 Penalty: 5605.225586
	Iteration 0F: 3 clusters Score -1.083763e+07 nChanged 38065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -10859040.000000 Penalty: 5605.225586
	Iteration 1F: 3 clusters Score -1.085904e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -10859726.000000 Penalty: 5605.225586
	Iteration 2Q: 3 clusters Score -1.085973e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -10860513.000000 Penalty: 5605.225586
	Iteration 3Q: 3 clusters Score -1.086051e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -10861512.000000 Penalty: 5605.225586
	Iteration 4Q: 3 clusters Score -1.086151e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 50682 members 
Entering Unmasked Estep 
Score: -10863151.000000 Penalty: 5605.225586
	Iteration 5Q: 3 clusters Score -1.086315e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 55327 members 
Entering Unmasked Estep 
Score: -10866166.000000 Penalty: 5605.225586
	Iteration 6F: 3 clusters Score -1.086617e+07 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
Score: -10871056.000000 Penalty: 5605.225586
	Iteration 7F: 3 clusters Score -1.087106e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 68376 members 
Entering Unmasked Estep 
Score: -10877331.000000 Penalty: 5605.225586
	Iteration 8F: 3 clusters Score -1.087733e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 74369 members 
Entering Unmasked Estep 
Score: -10883152.000000 Penalty: 5605.225586
	Iteration 9F: 3 clusters Score -1.088315e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 78122 members 
Entering Unmasked Estep 
Score: -10886770.000000 Penalty: 5605.225586
	Iteration 10Q: 3 clusters Score -1.088677e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 79746 members 
Entering Unmasked Estep 
Score: -10888237.000000 Penalty: 5605.225586
	Iteration 11Q: 3 clusters Score -1.088824e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 80318 members 
Entering Unmasked Estep 
Score: -10888779.000000 Penalty: 5605.225586
	Iteration 12Q: 3 clusters Score -1.088878e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 80513 members 
Entering Unmasked Estep 
Score: -10889016.000000 Penalty: 5605.225586
	Iteration 13Q: 3 clusters Score -1.088902e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 80578 members 
Entering Unmasked Estep 
Score: -10889095.000000 Penalty: 5605.225586
	Iteration 14Q: 3 clusters Score -1.08891e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 80599 members 
Entering Unmasked Estep 
Score: -10889131.000000 Penalty: 5605.225586
	Iteration 15Q: 3 clusters Score -1.088913e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 80616 members 
Entering Unmasked Estep 
Score: -10889160.000000 Penalty: 5605.225586
	Iteration 16Q: 3 clusters Score -1.088916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 80621 members 
Entering Unmasked Estep 
Score: -10889181.000000 Penalty: 5605.225586
	Iteration 17Q: 3 clusters Score -1.088918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 80631 members 
Entering Unmasked Estep 
Score: -10889197.000000 Penalty: 5605.225586
	Iteration 18Q: 3 clusters Score -1.08892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 80636 members 
Entering Unmasked Estep 
Score: -10889208.000000 Penalty: 5605.225586
	Iteration 19Q: 3 clusters Score -1.088921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 80642 members 
Entering Unmasked Estep 
Score: -10889219.000000 Penalty: 5605.225586
	Iteration 20F: 3 clusters Score -1.088922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 80638 members 
Entering Unmasked Estep 
Score: -10889216.000000 Penalty: 5605.225586
	Iteration 21Q: 3 clusters Score -1.088922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 80639 members 
Entering Unmasked Estep 
Score: -10889221.000000 Penalty: 5605.225586
	Iteration 22Q: 3 clusters Score -1.088922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 80639 members 
Entering Unmasked Estep 
Score: -10889232.000000 Penalty: 5605.225586
	Iteration 23Q: 3 clusters Score -1.088923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 80639 members 
Entering Unmasked Estep 
Score: -10889232.000000 Penalty: 5605.225586
	Iteration 24F: 3 clusters Score -1.088923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (66862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66862 members 
Entering Unmasked Estep 
Score: -8999204.000000 Penalty: 2755.375732
	Iteration 0F: 2 clusters Score -8999204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -8954123.000000 Penalty: 5510.751465
	Iteration 0F: 3 clusters Score -8954123 nChanged 31233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -8972032.000000 Penalty: 5510.751465
	Iteration 1F: 3 clusters Score -8972032 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -8973055.000000 Penalty: 5510.751465
	Iteration 2Q: 3 clusters Score -8973055 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -8974690.000000 Penalty: 5510.751465
	Iteration 3F: 3 clusters Score -8974690 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -8977445.000000 Penalty: 5510.751465
	Iteration 4F: 3 clusters Score -8977445 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -8981630.000000 Penalty: 5510.751465
	Iteration 5F: 3 clusters Score -8981630 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -8986627.000000 Penalty: 5510.751465
	Iteration 6F: 3 clusters Score -8986627 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 55385 members 
Entering Unmasked Estep 
Score: -8991022.000000 Penalty: 5510.751465
	Iteration 7F: 3 clusters Score -8991022 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -8994066.000000 Penalty: 5510.751465
	Iteration 8Q: 3 clusters Score -8994066 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 58868 members 
Entering Unmasked Estep 
Score: -8995458.000000 Penalty: 5510.751465
	Iteration 9Q: 3 clusters Score -8995458 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 59503 members 
Entering Unmasked Estep 
Score: -8995985.000000 Penalty: 5510.751465
	Iteration 10Q: 3 clusters Score -8995985 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 59980 members 
Entering Unmasked Estep 
Score: -8996268.000000 Penalty: 5510.751465
	Iteration 11Q: 3 clusters Score -8996268 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 60398 members 
Entering Unmasked Estep 
Score: -8996481.000000 Penalty: 5510.751465
	Iteration 12Q: 3 clusters Score -8996481 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -8996599.000000 Penalty: 5510.751465
	Iteration 13Q: 3 clusters Score -8996599 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -8996696.000000 Penalty: 5510.751465
	Iteration 14Q: 3 clusters Score -8996696 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 61344 members 
Entering Unmasked Estep 
Score: -8996754.000000 Penalty: 5510.751465
	Iteration 15Q: 3 clusters Score -8996754 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 61599 members 
Entering Unmasked Estep 
Score: -8996830.000000 Penalty: 5510.751465
	Iteration 16Q: 3 clusters Score -8996830 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 61842 members 
Entering Unmasked Estep 
Score: -8996899.000000 Penalty: 5510.751465
	Iteration 17Q: 3 clusters Score -8996899 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 62057 members 
Entering Unmasked Estep 
Score: -8996943.000000 Penalty: 5510.751465
	Iteration 18Q: 3 clusters Score -8996943 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 62267 members 
Entering Unmasked Estep 
Score: -8996987.000000 Penalty: 5510.751465
	Iteration 19Q: 3 clusters Score -8996987 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -8997064.000000 Penalty: 5510.751465
	Iteration 20F: 3 clusters Score -8997064 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 62623 members 
Entering Unmasked Estep 
Score: -8997063.000000 Penalty: 5510.751465
	Iteration 21Q: 3 clusters Score -8997063 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 62764 members 
Entering Unmasked Estep 
Score: -8997121.000000 Penalty: 5510.751465
	Iteration 22Q: 3 clusters Score -8997121 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 62918 members 
Entering Unmasked Estep 
Score: -8997163.000000 Penalty: 5510.751465
	Iteration 23Q: 3 clusters Score -8997163 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 63043 members 
Entering Unmasked Estep 
Score: -8997177.000000 Penalty: 5510.751465
	Iteration 24Q: 3 clusters Score -8997177 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 63151 members 
Entering Unmasked Estep 
Score: -8997200.000000 Penalty: 5510.751465
	Iteration 25Q: 3 clusters Score -8997200 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 63251 members 
Entering Unmasked Estep 
Score: -8997201.000000 Penalty: 5510.751465
	Iteration 26Q: 3 clusters Score -8997201 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 63331 members 
Entering Unmasked Estep 
Score: -8997222.000000 Penalty: 5510.751465
	Iteration 27Q: 3 clusters Score -8997222 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 63393 members 
Entering Unmasked Estep 
Score: -8997248.000000 Penalty: 5510.751465
	Iteration 28Q: 3 clusters Score -8997248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 63444 members 
Entering Unmasked Estep 
Score: -8997251.000000 Penalty: 5510.751465
	Iteration 29Q: 3 clusters Score -8997251 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 63483 members 
Entering Unmasked Estep 
Score: -8997253.000000 Penalty: 5510.751465
	Iteration 30Q: 3 clusters Score -8997253 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 63529 members 
Entering Unmasked Estep 
Score: -8997266.000000 Penalty: 5510.751465
	Iteration 31Q: 3 clusters Score -8997266 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 63579 members 
Entering Unmasked Estep 
Score: -8997275.000000 Penalty: 5510.751465
	Iteration 32Q: 3 clusters Score -8997275 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 63637 members 
Entering Unmasked Estep 
Score: -8997295.000000 Penalty: 5510.751465
	Iteration 33Q: 3 clusters Score -8997295 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 63682 members 
Entering Unmasked Estep 
Score: -8997301.000000 Penalty: 5510.751465
	Iteration 34Q: 3 clusters Score -8997301 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 63732 members 
Entering Unmasked Estep 
Score: -8997305.000000 Penalty: 5510.751465
	Iteration 35Q: 3 clusters Score -8997305 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 63774 members 
Entering Unmasked Estep 
Score: -8997324.000000 Penalty: 5510.751465
	Iteration 36Q: 3 clusters Score -8997324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 63803 members 
Entering Unmasked Estep 
Score: -8997326.000000 Penalty: 5510.751465
	Iteration 37Q: 3 clusters Score -8997326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 63838 members 
Entering Unmasked Estep 
Score: -8997329.000000 Penalty: 5510.751465
	Iteration 38Q: 3 clusters Score -8997329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 63854 members 
Entering Unmasked Estep 
Score: -8997335.000000 Penalty: 5510.751465
	Iteration 39Q: 3 clusters Score -8997335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 63872 members 
Entering Unmasked Estep 
Score: -8997328.000000 Penalty: 5510.751465
	Iteration 40F: 3 clusters Score -8997328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 63888 members 
Entering Unmasked Estep 
Score: -8997341.000000 Penalty: 5510.751465
	Iteration 41Q: 3 clusters Score -8997341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 63898 members 
Entering Unmasked Estep 
Score: -8997339.000000 Penalty: 5510.751465
	Iteration 42Q: 3 clusters Score -8997339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 63906 members 
Entering Unmasked Estep 
Score: -8997341.000000 Penalty: 5510.751465
	Iteration 43Q: 3 clusters Score -8997341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 63914 members 
Entering Unmasked Estep 
Score: -8997343.000000 Penalty: 5510.751465
	Iteration 44Q: 3 clusters Score -8997343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 63921 members 
Entering Unmasked Estep 
Score: -8997344.000000 Penalty: 5510.751465
	Iteration 45Q: 3 clusters Score -8997344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 63926 members 
Entering Unmasked Estep 
Score: -8997340.000000 Penalty: 5510.751465
	Iteration 46Q: 3 clusters Score -8997340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 63929 members 
Entering Unmasked Estep 
Score: -8997340.000000 Penalty: 5510.751465
	Iteration 47Q: 3 clusters Score -8997340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 63930 members 
Entering Unmasked Estep 
Score: -8997342.000000 Penalty: 5510.751465
	Iteration 48Q: 3 clusters Score -8997342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 63930 members 
Entering Unmasked Estep 
Score: -8997342.000000 Penalty: 5510.751465
	Iteration 49F: 3 clusters Score -8997342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (162950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162950 members 
Entering Unmasked Estep 
Score: -21709306.000000 Penalty: 2976.297363
	Iteration 0F: 2 clusters Score -2.170931e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81420 members 
Mstep: Class 2 contains 81530 members 
Entering Unmasked Estep 
Score: -21602974.000000 Penalty: 5952.594727
	Iteration 0F: 3 clusters Score -2.160297e+07 nChanged 78177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81631 members 
Mstep: Class 2 contains 81319 members 
Entering Unmasked Estep 
Score: -21648314.000000 Penalty: 5952.594727
	Iteration 1F: 3 clusters Score -2.164831e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81515 members 
Mstep: Class 2 contains 81435 members 
Entering Unmasked Estep 
Score: -21649236.000000 Penalty: 5952.594727
	Iteration 2Q: 3 clusters Score -2.164924e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81286 members 
Mstep: Class 2 contains 81664 members 
Entering Unmasked Estep 
Score: -21650274.000000 Penalty: 5952.594727
	Iteration 3Q: 3 clusters Score -2.165027e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80956 members 
Mstep: Class 2 contains 81994 members 
Entering Unmasked Estep 
Score: -21651272.000000 Penalty: 5952.594727
	Iteration 4Q: 3 clusters Score -2.165127e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80406 members 
Mstep: Class 2 contains 82544 members 
Entering Unmasked Estep 
Score: -21652626.000000 Penalty: 5952.594727
	Iteration 5Q: 3 clusters Score -2.165263e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79586 members 
Mstep: Class 2 contains 83364 members 
Entering Unmasked Estep 
Score: -21654870.000000 Penalty: 5952.594727
	Iteration 6Q: 3 clusters Score -2.165487e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78319 members 
Mstep: Class 2 contains 84631 members 
Entering Unmasked Estep 
Score: -21658592.000000 Penalty: 5952.594727
	Iteration 7Q: 3 clusters Score -2.165859e+07 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76421 members 
Mstep: Class 2 contains 86529 members 
Entering Unmasked Estep 
Score: -21666236.000000 Penalty: 5952.594727
	Iteration 8F: 3 clusters Score -2.166624e+07 nChanged 12090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73617 members 
Mstep: Class 2 contains 89333 members 
Entering Unmasked Estep 
Score: -21678372.000000 Penalty: 5952.594727
	Iteration 9F: 3 clusters Score -2.167837e+07 nChanged 12985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70724 members 
Mstep: Class 2 contains 92226 members 
Entering Unmasked Estep 
Score: -21691190.000000 Penalty: 5952.594727
	Iteration 10F: 3 clusters Score -2.169119e+07 nChanged 9891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68489 members 
Mstep: Class 2 contains 94461 members 
Entering Unmasked Estep 
Score: -21698346.000000 Penalty: 5952.594727
	Iteration 11F: 3 clusters Score -2.169835e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66680 members 
Mstep: Class 2 contains 96270 members 
Entering Unmasked Estep 
Score: -21702040.000000 Penalty: 5952.594727
	Iteration 12Q: 3 clusters Score -2.170204e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65154 members 
Mstep: Class 2 contains 97796 members 
Entering Unmasked Estep 
Score: -21704352.000000 Penalty: 5952.594727
	Iteration 13Q: 3 clusters Score -2.170435e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63888 members 
Mstep: Class 2 contains 99062 members 
Entering Unmasked Estep 
Score: -21706036.000000 Penalty: 5952.594727
	Iteration 14Q: 3 clusters Score -2.170604e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62899 members 
Mstep: Class 2 contains 100051 members 
Entering Unmasked Estep 
Score: -21706898.000000 Penalty: 5952.594727
	Iteration 15Q: 3 clusters Score -2.17069e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62041 members 
Mstep: Class 2 contains 100909 members 
Entering Unmasked Estep 
Score: -21707404.000000 Penalty: 5952.594727
	Iteration 16Q: 3 clusters Score -2.17074e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61294 members 
Mstep: Class 2 contains 101656 members 
Entering Unmasked Estep 
Score: -21707680.000000 Penalty: 5952.594727
	Iteration 17Q: 3 clusters Score -2.170768e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60610 members 
Mstep: Class 2 contains 102340 members 
Entering Unmasked Estep 
Score: -21707876.000000 Penalty: 5952.594727
	Iteration 18Q: 3 clusters Score -2.170788e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 102956 members 
Entering Unmasked Estep 
Score: -21707900.000000 Penalty: 5952.594727
	Iteration 19Q: 3 clusters Score -2.17079e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59382 members 
Mstep: Class 2 contains 103568 members 
Entering Unmasked Estep 
Score: -21707910.000000 Penalty: 5952.594727
	Iteration 20F: 3 clusters Score -2.170791e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58768 members 
Mstep: Class 2 contains 104182 members 
Entering Unmasked Estep 
Score: -21707880.000000 Penalty: 5952.594727
	Iteration 21Q: 3 clusters Score -2.170788e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58177 members 
Mstep: Class 2 contains 104773 members 
Entering Unmasked Estep 
Score: -21707982.000000 Penalty: 5952.594727
	Iteration 22Q: 3 clusters Score -2.170798e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 105363 members 
Entering Unmasked Estep 
Score: -21708050.000000 Penalty: 5952.594727
	Iteration 23Q: 3 clusters Score -2.170805e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 105902 members 
Entering Unmasked Estep 
Score: -21708106.000000 Penalty: 5952.594727
	Iteration 24Q: 3 clusters Score -2.170811e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 106445 members 
Entering Unmasked Estep 
Score: -21708106.000000 Penalty: 5952.594727
	Iteration 25Q: 3 clusters Score -2.170811e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 106993 members 
Entering Unmasked Estep 
Score: -21708132.000000 Penalty: 5952.594727
	Iteration 26Q: 3 clusters Score -2.170813e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55400 members 
Mstep: Class 2 contains 107550 members 
Entering Unmasked Estep 
Score: -21708136.000000 Penalty: 5952.594727
	Iteration 27Q: 3 clusters Score -2.170814e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54846 members 
Mstep: Class 2 contains 108104 members 
Entering Unmasked Estep 
Score: -21708192.000000 Penalty: 5952.594727
	Iteration 28Q: 3 clusters Score -2.170819e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 108658 members 
Entering Unmasked Estep 
Score: -21708228.000000 Penalty: 5952.594727
	Iteration 29Q: 3 clusters Score -2.170823e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 109188 members 
Entering Unmasked Estep 
Score: -21708220.000000 Penalty: 5952.594727
	Iteration 30Q: 3 clusters Score -2.170822e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 109728 members 
Entering Unmasked Estep 
Score: -21708264.000000 Penalty: 5952.594727
	Iteration 31Q: 3 clusters Score -2.170826e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52701 members 
Mstep: Class 2 contains 110249 members 
Entering Unmasked Estep 
Score: -21708310.000000 Penalty: 5952.594727
	Iteration 32Q: 3 clusters Score -2.170831e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52183 members 
Mstep: Class 2 contains 110767 members 
Entering Unmasked Estep 
Score: -21708348.000000 Penalty: 5952.594727
	Iteration 33Q: 3 clusters Score -2.170835e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 111296 members 
Entering Unmasked Estep 
Score: -21708426.000000 Penalty: 5952.594727
	Iteration 34Q: 3 clusters Score -2.170843e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 111784 members 
Entering Unmasked Estep 
Score: -21708452.000000 Penalty: 5952.594727
	Iteration 35Q: 3 clusters Score -2.170845e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 112274 members 
Entering Unmasked Estep 
Score: -21708496.000000 Penalty: 5952.594727
	Iteration 36Q: 3 clusters Score -2.17085e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 112764 members 
Entering Unmasked Estep 
Score: -21708500.000000 Penalty: 5952.594727
	Iteration 37Q: 3 clusters Score -2.17085e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 113248 members 
Entering Unmasked Estep 
Score: -21708558.000000 Penalty: 5952.594727
	Iteration 38Q: 3 clusters Score -2.170856e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 113753 members 
Entering Unmasked Estep 
Score: -21708600.000000 Penalty: 5952.594727
	Iteration 39Q: 3 clusters Score -2.17086e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 114250 members 
Entering Unmasked Estep 
Score: -21708650.000000 Penalty: 5952.594727
	Iteration 40F: 3 clusters Score -2.170865e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 114775 members 
Entering Unmasked Estep 
Score: -21708628.000000 Penalty: 5952.594727
	Iteration 41Q: 3 clusters Score -2.170863e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 115288 members 
Entering Unmasked Estep 
Score: -21708650.000000 Penalty: 5952.594727
	Iteration 42Q: 3 clusters Score -2.170865e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 115758 members 
Entering Unmasked Estep 
Score: -21708676.000000 Penalty: 5952.594727
	Iteration 43Q: 3 clusters Score -2.170868e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 116181 members 
Entering Unmasked Estep 
Score: -21708766.000000 Penalty: 5952.594727
	Iteration 44Q: 3 clusters Score -2.170877e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 116595 members 
Entering Unmasked Estep 
Score: -21708802.000000 Penalty: 5952.594727
	Iteration 45Q: 3 clusters Score -2.17088e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 117038 members 
Entering Unmasked Estep 
Score: -21708818.000000 Penalty: 5952.594727
	Iteration 46Q: 3 clusters Score -2.170882e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 117416 members 
Entering Unmasked Estep 
Score: -21708856.000000 Penalty: 5952.594727
	Iteration 47Q: 3 clusters Score -2.170886e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 117800 members 
Entering Unmasked Estep 
Score: -21708894.000000 Penalty: 5952.594727
	Iteration 48Q: 3 clusters Score -2.170889e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 118166 members 
Entering Unmasked Estep 
Score: -21708874.000000 Penalty: 5952.594727
	Iteration 49Q: 3 clusters Score -2.170887e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 118539 members 
Entering Unmasked Estep 
Score: -21708924.000000 Penalty: 5952.594727
	Iteration 50Q: 3 clusters Score -2.170892e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 118927 members 
Entering Unmasked Estep 
Score: -21708982.000000 Penalty: 5952.594727
	Iteration 51Q: 3 clusters Score -2.170898e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 119310 members 
Entering Unmasked Estep 
Score: -21709048.000000 Penalty: 5952.594727
	Iteration 52Q: 3 clusters Score -2.170905e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 119685 members 
Entering Unmasked Estep 
Score: -21709024.000000 Penalty: 5952.594727
	Iteration 53Q: 3 clusters Score -2.170902e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 120029 members 
Entering Unmasked Estep 
Score: -21709038.000000 Penalty: 5952.594727
	Iteration 54Q: 3 clusters Score -2.170904e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 120369 members 
Entering Unmasked Estep 
Score: -21709034.000000 Penalty: 5952.594727
	Iteration 55Q: 3 clusters Score -2.170903e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 120694 members 
Entering Unmasked Estep 
Score: -21709046.000000 Penalty: 5952.594727
	Iteration 56Q: 3 clusters Score -2.170905e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 121028 members 
Entering Unmasked Estep 
Score: -21709058.000000 Penalty: 5952.594727
	Iteration 57Q: 3 clusters Score -2.170906e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 121350 members 
Entering Unmasked Estep 
Score: -21709060.000000 Penalty: 5952.594727
	Iteration 58Q: 3 clusters Score -2.170906e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 121627 members 
Entering Unmasked Estep 
Score: -21709050.000000 Penalty: 5952.594727
	Iteration 59Q: 3 clusters Score -2.170905e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 121904 members 
Entering Unmasked Estep 
Score: -21709088.000000 Penalty: 5952.594727
	Iteration 60F: 3 clusters Score -2.170909e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 122145 members 
Entering Unmasked Estep 
Score: -21709096.000000 Penalty: 5952.594727
	Iteration 61Q: 3 clusters Score -2.17091e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 122380 members 
Entering Unmasked Estep 
Score: -21709110.000000 Penalty: 5952.594727
	Iteration 62Q: 3 clusters Score -2.170911e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 122609 members 
Entering Unmasked Estep 
Score: -21709078.000000 Penalty: 5952.594727
	Iteration 63Q: 3 clusters Score -2.170908e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 122854 members 
Entering Unmasked Estep 
Score: -21709050.000000 Penalty: 5952.594727
	Iteration 64Q: 3 clusters Score -2.170905e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 123084 members 
Entering Unmasked Estep 
Score: -21709042.000000 Penalty: 5952.594727
	Iteration 65Q: 3 clusters Score -2.170904e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 123299 members 
Entering Unmasked Estep 
Score: -21709056.000000 Penalty: 5952.594727
	Iteration 66Q: 3 clusters Score -2.170906e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 123499 members 
Entering Unmasked Estep 
Score: -21709114.000000 Penalty: 5952.594727
	Iteration 67Q: 3 clusters Score -2.170911e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 123711 members 
Entering Unmasked Estep 
Score: -21709134.000000 Penalty: 5952.594727
	Iteration 68Q: 3 clusters Score -2.170913e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 123917 members 
Entering Unmasked Estep 
Score: -21709152.000000 Penalty: 5952.594727
	Iteration 69Q: 3 clusters Score -2.170915e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 124092 members 
Entering Unmasked Estep 
Score: -21709154.000000 Penalty: 5952.594727
	Iteration 70Q: 3 clusters Score -2.170915e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 124266 members 
Entering Unmasked Estep 
Score: -21709172.000000 Penalty: 5952.594727
	Iteration 71Q: 3 clusters Score -2.170917e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 124441 members 
Entering Unmasked Estep 
Score: -21709178.000000 Penalty: 5952.594727
	Iteration 72Q: 3 clusters Score -2.170918e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 124601 members 
Entering Unmasked Estep 
Score: -21709208.000000 Penalty: 5952.594727
	Iteration 73Q: 3 clusters Score -2.170921e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 124759 members 
Entering Unmasked Estep 
Score: -21709204.000000 Penalty: 5952.594727
	Iteration 74Q: 3 clusters Score -2.17092e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 124909 members 
Entering Unmasked Estep 
Score: -21709224.000000 Penalty: 5952.594727
	Iteration 75Q: 3 clusters Score -2.170922e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 125063 members 
Entering Unmasked Estep 
Score: -21709248.000000 Penalty: 5952.594727
	Iteration 76Q: 3 clusters Score -2.170925e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 125198 members 
Entering Unmasked Estep 
Score: -21709258.000000 Penalty: 5952.594727
	Iteration 77Q: 3 clusters Score -2.170926e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 125312 members 
Entering Unmasked Estep 
Score: -21709256.000000 Penalty: 5952.594727
	Iteration 78Q: 3 clusters Score -2.170926e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 125412 members 
Entering Unmasked Estep 
Score: -21709262.000000 Penalty: 5952.594727
	Iteration 79Q: 3 clusters Score -2.170926e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 125506 members 
Entering Unmasked Estep 
Score: -21709264.000000 Penalty: 5952.594727
	Iteration 80F: 3 clusters Score -2.170926e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 125592 members 
Entering Unmasked Estep 
Score: -21709268.000000 Penalty: 5952.594727
	Iteration 81Q: 3 clusters Score -2.170927e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 125681 members 
Entering Unmasked Estep 
Score: -21709278.000000 Penalty: 5952.594727
	Iteration 82Q: 3 clusters Score -2.170928e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 125760 members 
Entering Unmasked Estep 
Score: -21709278.000000 Penalty: 5952.594727
	Iteration 83Q: 3 clusters Score -2.170928e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 125836 members 
Entering Unmasked Estep 
Score: -21709270.000000 Penalty: 5952.594727
	Iteration 84Q: 3 clusters Score -2.170927e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 125915 members 
Entering Unmasked Estep 
Score: -21709276.000000 Penalty: 5952.594727
	Iteration 85Q: 3 clusters Score -2.170928e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 125990 members 
Entering Unmasked Estep 
Score: -21709274.000000 Penalty: 5952.594727
	Iteration 86Q: 3 clusters Score -2.170927e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 126068 members 
Entering Unmasked Estep 
Score: -21709290.000000 Penalty: 5952.594727
	Iteration 87Q: 3 clusters Score -2.170929e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 126153 members 
Entering Unmasked Estep 
Score: -21709342.000000 Penalty: 5952.594727
	Iteration 88Q: 3 clusters Score -2.170934e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 126225 members 
Entering Unmasked Estep 
Score: -21709314.000000 Penalty: 5952.594727
	Iteration 89Q: 3 clusters Score -2.170931e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 126306 members 
Entering Unmasked Estep 
Score: -21709326.000000 Penalty: 5952.594727
	Iteration 90Q: 3 clusters Score -2.170933e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 126396 members 
Entering Unmasked Estep 
Score: -21709380.000000 Penalty: 5952.594727
	Iteration 91Q: 3 clusters Score -2.170938e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 126462 members 
Entering Unmasked Estep 
Score: -21709364.000000 Penalty: 5952.594727
	Iteration 92Q: 3 clusters Score -2.170936e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 126529 members 
Entering Unmasked Estep 
Score: -21709366.000000 Penalty: 5952.594727
	Iteration 93Q: 3 clusters Score -2.170937e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 126594 members 
Entering Unmasked Estep 
Score: -21709356.000000 Penalty: 5952.594727
	Iteration 94Q: 3 clusters Score -2.170936e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 126668 members 
Entering Unmasked Estep 
Score: -21709340.000000 Penalty: 5952.594727
	Iteration 95Q: 3 clusters Score -2.170934e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 126749 members 
Entering Unmasked Estep 
Score: -21709344.000000 Penalty: 5952.594727
	Iteration 96Q: 3 clusters Score -2.170934e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 126825 members 
Entering Unmasked Estep 
Score: -21709348.000000 Penalty: 5952.594727
	Iteration 97Q: 3 clusters Score -2.170935e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 126905 members 
Entering Unmasked Estep 
Score: -21709348.000000 Penalty: 5952.594727
	Iteration 98Q: 3 clusters Score -2.170935e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 126983 members 
Entering Unmasked Estep 
Score: -21709332.000000 Penalty: 5952.594727
	Iteration 99Q: 3 clusters Score -2.170933e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 127078 members 
Entering Unmasked Estep 
Score: -21709338.000000 Penalty: 5952.594727
	Iteration 100F: 3 clusters Score -2.170934e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 127159 members 
Entering Unmasked Estep 
Score: -21709310.000000 Penalty: 5952.594727
	Iteration 101Q: 3 clusters Score -2.170931e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 127235 members 
Entering Unmasked Estep 
Score: -21709328.000000 Penalty: 5952.594727
	Iteration 102Q: 3 clusters Score -2.170933e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 127311 members 
Entering Unmasked Estep 
Score: -21709348.000000 Penalty: 5952.594727
	Iteration 103Q: 3 clusters Score -2.170935e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 127387 members 
Entering Unmasked Estep 
Score: -21709382.000000 Penalty: 5952.594727
	Iteration 104Q: 3 clusters Score -2.170938e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 127461 members 
Entering Unmasked Estep 
Score: -21709380.000000 Penalty: 5952.594727
	Iteration 105Q: 3 clusters Score -2.170938e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 127532 members 
Entering Unmasked Estep 
Score: -21709360.000000 Penalty: 5952.594727
	Iteration 106Q: 3 clusters Score -2.170936e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 127601 members 
Entering Unmasked Estep 
Score: -21709360.000000 Penalty: 5952.594727
	Iteration 107Q: 3 clusters Score -2.170936e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 127664 members 
Entering Unmasked Estep 
Score: -21709406.000000 Penalty: 5952.594727
	Iteration 108Q: 3 clusters Score -2.170941e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 127719 members 
Entering Unmasked Estep 
Score: -21709380.000000 Penalty: 5952.594727
	Iteration 109Q: 3 clusters Score -2.170938e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 127788 members 
Entering Unmasked Estep 
Score: -21709356.000000 Penalty: 5952.594727
	Iteration 110Q: 3 clusters Score -2.170936e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 127857 members 
Entering Unmasked Estep 
Score: -21709382.000000 Penalty: 5952.594727
	Iteration 111Q: 3 clusters Score -2.170938e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 127913 members 
Entering Unmasked Estep 
Score: -21709358.000000 Penalty: 5952.594727
	Iteration 112Q: 3 clusters Score -2.170936e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 127979 members 
Entering Unmasked Estep 
Score: -21709360.000000 Penalty: 5952.594727
	Iteration 113Q: 3 clusters Score -2.170936e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 128052 members 
Entering Unmasked Estep 
Score: -21709366.000000 Penalty: 5952.594727
	Iteration 114Q: 3 clusters Score -2.170937e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 128107 members 
Entering Unmasked Estep 
Score: -21709380.000000 Penalty: 5952.594727
	Iteration 115Q: 3 clusters Score -2.170938e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 128163 members 
Entering Unmasked Estep 
Score: -21709394.000000 Penalty: 5952.594727
	Iteration 116Q: 3 clusters Score -2.170939e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 128208 members 
Entering Unmasked Estep 
Score: -21709420.000000 Penalty: 5952.594727
	Iteration 117Q: 3 clusters Score -2.170942e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 128249 members 
Entering Unmasked Estep 
Score: -21709436.000000 Penalty: 5952.594727
	Iteration 118Q: 3 clusters Score -2.170944e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 128290 members 
Entering Unmasked Estep 
Score: -21709414.000000 Penalty: 5952.594727
	Iteration 119Q: 3 clusters Score -2.170941e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 128340 members 
Entering Unmasked Estep 
Score: -21709452.000000 Penalty: 5952.594727
	Iteration 120F: 3 clusters Score -2.170945e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 128390 members 
Entering Unmasked Estep 
Score: -21709472.000000 Penalty: 5952.594727
	Iteration 121Q: 3 clusters Score -2.170947e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 128437 members 
Entering Unmasked Estep 
Score: -21709438.000000 Penalty: 5952.594727
	Iteration 122Q: 3 clusters Score -2.170944e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 128490 members 
Entering Unmasked Estep 
Score: -21709434.000000 Penalty: 5952.594727
	Iteration 123Q: 3 clusters Score -2.170943e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 128537 members 
Entering Unmasked Estep 
Score: -21709444.000000 Penalty: 5952.594727
	Iteration 124Q: 3 clusters Score -2.170944e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 128585 members 
Entering Unmasked Estep 
Score: -21709428.000000 Penalty: 5952.594727
	Iteration 125Q: 3 clusters Score -2.170943e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 128618 members 
Entering Unmasked Estep 
Score: -21709436.000000 Penalty: 5952.594727
	Iteration 126Q: 3 clusters Score -2.170944e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 128653 members 
Entering Unmasked Estep 
Score: -21709426.000000 Penalty: 5952.594727
	Iteration 127Q: 3 clusters Score -2.170943e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 128683 members 
Entering Unmasked Estep 
Score: -21709440.000000 Penalty: 5952.594727
	Iteration 128Q: 3 clusters Score -2.170944e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 128710 members 
Entering Unmasked Estep 
Score: -21709430.000000 Penalty: 5952.594727
	Iteration 129Q: 3 clusters Score -2.170943e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 128740 members 
Entering Unmasked Estep 
Score: -21709440.000000 Penalty: 5952.594727
	Iteration 130Q: 3 clusters Score -2.170944e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 128766 members 
Entering Unmasked Estep 
Score: -21709452.000000 Penalty: 5952.594727
	Iteration 131Q: 3 clusters Score -2.170945e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 128788 members 
Entering Unmasked Estep 
Score: -21709462.000000 Penalty: 5952.594727
	Iteration 132Q: 3 clusters Score -2.170946e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 128804 members 
Entering Unmasked Estep 
Score: -21709442.000000 Penalty: 5952.594727
	Iteration 133Q: 3 clusters Score -2.170944e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 128820 members 
Entering Unmasked Estep 
Score: -21709446.000000 Penalty: 5952.594727
	Iteration 134Q: 3 clusters Score -2.170945e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 128835 members 
Entering Unmasked Estep 
Score: -21709442.000000 Penalty: 5952.594727
	Iteration 135Q: 3 clusters Score -2.170944e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 128849 members 
Entering Unmasked Estep 
Score: -21709438.000000 Penalty: 5952.594727
	Iteration 136Q: 3 clusters Score -2.170944e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 128863 members 
Entering Unmasked Estep 
Score: -21709416.000000 Penalty: 5952.594727
	Iteration 137Q: 3 clusters Score -2.170942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 128872 members 
Entering Unmasked Estep 
Score: -21709416.000000 Penalty: 5952.594727
	Iteration 138Q: 3 clusters Score -2.170942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 128878 members 
Entering Unmasked Estep 
Score: -21709446.000000 Penalty: 5952.594727
	Iteration 139Q: 3 clusters Score -2.170945e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 128893 members 
Entering Unmasked Estep 
Score: -21709452.000000 Penalty: 5952.594727
	Iteration 140F: 3 clusters Score -2.170945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 128904 members 
Entering Unmasked Estep 
Score: -21709442.000000 Penalty: 5952.594727
	Iteration 141Q: 3 clusters Score -2.170944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 128909 members 
Entering Unmasked Estep 
Score: -21709418.000000 Penalty: 5952.594727
	Iteration 142Q: 3 clusters Score -2.170942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 128914 members 
Entering Unmasked Estep 
Score: -21709422.000000 Penalty: 5952.594727
	Iteration 143Q: 3 clusters Score -2.170942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 128923 members 
Entering Unmasked Estep 
Score: -21709434.000000 Penalty: 5952.594727
	Iteration 144Q: 3 clusters Score -2.170943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 128932 members 
Entering Unmasked Estep 
Score: -21709434.000000 Penalty: 5952.594727
	Iteration 145Q: 3 clusters Score -2.170943e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 128946 members 
Entering Unmasked Estep 
Score: -21709452.000000 Penalty: 5952.594727
	Iteration 146Q: 3 clusters Score -2.170945e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 128959 members 
Entering Unmasked Estep 
Score: -21709460.000000 Penalty: 5952.594727
	Iteration 147Q: 3 clusters Score -2.170946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 128970 members 
Entering Unmasked Estep 
Score: -21709446.000000 Penalty: 5952.594727
	Iteration 148Q: 3 clusters Score -2.170945e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 128983 members 
Entering Unmasked Estep 
Score: -21709454.000000 Penalty: 5952.594727
	Iteration 149Q: 3 clusters Score -2.170945e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 128999 members 
Entering Unmasked Estep 
Score: -21709440.000000 Penalty: 5952.594727
	Iteration 150Q: 3 clusters Score -2.170944e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 129015 members 
Entering Unmasked Estep 
Score: -21709430.000000 Penalty: 5952.594727
	Iteration 151Q: 3 clusters Score -2.170943e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 129025 members 
Entering Unmasked Estep 
Score: -21709408.000000 Penalty: 5952.594727
	Iteration 152Q: 3 clusters Score -2.170941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 129032 members 
Entering Unmasked Estep 
Score: -21709418.000000 Penalty: 5952.594727
	Iteration 153Q: 3 clusters Score -2.170942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 129038 members 
Entering Unmasked Estep 
Score: -21709416.000000 Penalty: 5952.594727
	Iteration 154Q: 3 clusters Score -2.170942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 129043 members 
Entering Unmasked Estep 
Score: -21709420.000000 Penalty: 5952.594727
	Iteration 155Q: 3 clusters Score -2.170942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 129044 members 
Entering Unmasked Estep 
Score: -21709420.000000 Penalty: 5952.594727
	Iteration 156Q: 3 clusters Score -2.170942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 129047 members 
Entering Unmasked Estep 
Score: -21709412.000000 Penalty: 5952.594727
	Iteration 157Q: 3 clusters Score -2.170941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 129050 members 
Entering Unmasked Estep 
Score: -21709410.000000 Penalty: 5952.594727
	Iteration 158Q: 3 clusters Score -2.170941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 129051 members 
Entering Unmasked Estep 
Score: -21709416.000000 Penalty: 5952.594727
	Iteration 159Q: 3 clusters Score -2.170942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 129052 members 
Entering Unmasked Estep 
Score: -21709420.000000 Penalty: 5952.594727
	Iteration 160F: 3 clusters Score -2.170942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 129055 members 
Entering Unmasked Estep 
Score: -21709412.000000 Penalty: 5952.594727
	Iteration 161Q: 3 clusters Score -2.170941e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 129060 members 
Entering Unmasked Estep 
Score: -21709394.000000 Penalty: 5952.594727
	Iteration 162Q: 3 clusters Score -2.170939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 129065 members 
Entering Unmasked Estep 
Score: -21709412.000000 Penalty: 5952.594727
	Iteration 163Q: 3 clusters Score -2.170941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 129068 members 
Entering Unmasked Estep 
Score: -21709406.000000 Penalty: 5952.594727
	Iteration 164Q: 3 clusters Score -2.170941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 129068 members 
Entering Unmasked Estep 
Score: -21709406.000000 Penalty: 5952.594727
	Iteration 165F: 3 clusters Score -2.170941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88098 members 
Mstep: Class 2 contains 50182 members 
Mstep: Class 3 contains 6345 members 
Mstep: Class 4 contains 177043 members 
Mstep: Class 5 contains 164635 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 176236 members 
Mstep: Class 8 contains 50114 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 41279 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1127 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 70749 members 
Mstep: Class 16 contains 21052 members 
Mstep: Class 17 contains 42204 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80891 members 
Mstep: Class 21 contains 66862 members 
Mstep: Class 22 contains 33882 members 
Mstep: Class 23 contains 174345 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 129068 members 
Entering Unmasked Estep 
Score: -180480752.000000 Penalty: 87655.367188
Splitting cluster 22 changes total score from -180480752.000000 to -180480752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (174345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174345 members 
Entering Unmasked Estep 
Score: -23406304.000000 Penalty: 2993.060303
	Iteration 0F: 2 clusters Score -2.34063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87209 members 
Mstep: Class 2 contains 87136 members 
Entering Unmasked Estep 
Score: -23295420.000000 Penalty: 5986.120605
	Iteration 0F: 3 clusters Score -2.329542e+07 nChanged 83690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88395 members 
Mstep: Class 2 contains 85950 members 
Entering Unmasked Estep 
Score: -23343720.000000 Penalty: 5986.120605
	Iteration 1F: 3 clusters Score -2.334372e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89145 members 
Mstep: Class 2 contains 85200 members 
Entering Unmasked Estep 
Score: -23344660.000000 Penalty: 5986.120605
	Iteration 2Q: 3 clusters Score -2.334466e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90515 members 
Mstep: Class 2 contains 83830 members 
Entering Unmasked Estep 
Score: -23345790.000000 Penalty: 5986.120605
	Iteration 3Q: 3 clusters Score -2.334579e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92755 members 
Mstep: Class 2 contains 81590 members 
Entering Unmasked Estep 
Score: -23347472.000000 Penalty: 5986.120605
	Iteration 4Q: 3 clusters Score -2.334747e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96157 members 
Mstep: Class 2 contains 78188 members 
Entering Unmasked Estep 
Score: -23349668.000000 Penalty: 5986.120605
	Iteration 5Q: 3 clusters Score -2.334967e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100974 members 
Mstep: Class 2 contains 73371 members 
Entering Unmasked Estep 
Score: -23352718.000000 Penalty: 5986.120605
	Iteration 6Q: 3 clusters Score -2.335272e+07 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107290 members 
Mstep: Class 2 contains 67055 members 
Entering Unmasked Estep 
Score: -23356892.000000 Penalty: 5986.120605
	Iteration 7F: 3 clusters Score -2.335689e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115006 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -23362472.000000 Penalty: 5986.120605
	Iteration 8F: 3 clusters Score -2.336247e+07 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123683 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -23369082.000000 Penalty: 5986.120605
	Iteration 9F: 3 clusters Score -2.336908e+07 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132687 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -23376534.000000 Penalty: 5986.120605
	Iteration 10F: 3 clusters Score -2.337653e+07 nChanged 9265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141086 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -23383424.000000 Penalty: 5986.120605
	Iteration 11F: 3 clusters Score -2.338342e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148122 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -23389592.000000 Penalty: 5986.120605
	Iteration 12Q: 3 clusters Score -2.338959e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154276 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -23394324.000000 Penalty: 5986.120605
	Iteration 13Q: 3 clusters Score -2.339432e+07 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159977 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -23398112.000000 Penalty: 5986.120605
	Iteration 14Q: 3 clusters Score -2.339811e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165017 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -23400722.000000 Penalty: 5986.120605
	Iteration 15Q: 3 clusters Score -2.340072e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169037 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -23402346.000000 Penalty: 5986.120605
	Iteration 16Q: 3 clusters Score -2.340235e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171734 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -23403130.000000 Penalty: 5986.120605
	Iteration 17Q: 3 clusters Score -2.340313e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173095 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -23403540.000000 Penalty: 5986.120605
	Iteration 18Q: 3 clusters Score -2.340354e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173665 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -23403682.000000 Penalty: 5986.120605
	Iteration 19Q: 3 clusters Score -2.340368e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173884 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -23403744.000000 Penalty: 5986.120605
	Iteration 20F: 3 clusters Score -2.340374e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173964 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -23403806.000000 Penalty: 5986.120605
	Iteration 21Q: 3 clusters Score -2.340381e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173999 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -23403826.000000 Penalty: 5986.120605
	Iteration 22Q: 3 clusters Score -2.340383e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174021 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -23403824.000000 Penalty: 5986.120605
	Iteration 23Q: 3 clusters Score -2.340382e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174028 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -23403838.000000 Penalty: 5986.120605
	Iteration 24Q: 3 clusters Score -2.340384e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174032 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -23403852.000000 Penalty: 5986.120605
	Iteration 25Q: 3 clusters Score -2.340385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174036 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -23403858.000000 Penalty: 5986.120605
	Iteration 26Q: 3 clusters Score -2.340386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174040 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -23403874.000000 Penalty: 5986.120605
	Iteration 27Q: 3 clusters Score -2.340387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174044 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -23403878.000000 Penalty: 5986.120605
	Iteration 28Q: 3 clusters Score -2.340388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174049 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -23403868.000000 Penalty: 5986.120605
	Iteration 29Q: 3 clusters Score -2.340387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174052 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -23403880.000000 Penalty: 5986.120605
	Iteration 30Q: 3 clusters Score -2.340388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174053 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -23403900.000000 Penalty: 5986.120605
	Iteration 31Q: 3 clusters Score -2.34039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174052 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -23403890.000000 Penalty: 5986.120605
	Iteration 32Q: 3 clusters Score -2.340389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174054 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -23403896.000000 Penalty: 5986.120605
	Iteration 33Q: 3 clusters Score -2.34039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174058 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -23403880.000000 Penalty: 5986.120605
	Iteration 34Q: 3 clusters Score -2.340388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174062 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23403906.000000 Penalty: 5986.120605
	Iteration 35Q: 3 clusters Score -2.340391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174064 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23403906.000000 Penalty: 5986.120605
	Iteration 36Q: 3 clusters Score -2.340391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174064 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23403898.000000 Penalty: 5986.120605
	Iteration 37Q: 3 clusters Score -2.34039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174063 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23403918.000000 Penalty: 5986.120605
	Iteration 38Q: 3 clusters Score -2.340392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174063 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23403918.000000 Penalty: 5986.120605
	Iteration 39F: 3 clusters Score -2.340392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -19511.080078 Penalty: 1285.082397
	Iteration 0F: 2 clusters Score -19511.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18451.003906 Penalty: 2570.164795
	Iteration 0F: 3 clusters Score -18451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18508.904297 Penalty: 2570.164795
	Iteration 1F: 3 clusters Score -18508.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -18516.136719 Penalty: 2570.164795
	Iteration 2Q: 3 clusters Score -18516.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18526.218750 Penalty: 2570.164795
	Iteration 3Q: 3 clusters Score -18526.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18543.558594 Penalty: 2570.164795
	Iteration 4Q: 3 clusters Score -18543.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -18603.855469 Penalty: 2570.164795
	Iteration 5Q: 3 clusters Score -18603.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18618.162109 Penalty: 2570.164795
	Iteration 6Q: 3 clusters Score -18618.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -18618.162109 Penalty: 2570.164795
	Iteration 7F: 3 clusters Score -18618.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88098 members 
Mstep: Class 2 contains 50182 members 
Mstep: Class 3 contains 6345 members 
Mstep: Class 4 contains 177043 members 
Mstep: Class 5 contains 164635 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 176236 members 
Mstep: Class 8 contains 50114 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 41279 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1127 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 70749 members 
Mstep: Class 16 contains 21052 members 
Mstep: Class 17 contains 42204 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80891 members 
Mstep: Class 21 contains 66862 members 
Mstep: Class 22 contains 162950 members 
Mstep: Class 23 contains 174345 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180480208.000000 Penalty: 84149.148438
Iteration 279Q: 25 clusters Score -1.804802e+08 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88274 members 
Mstep: Class 2 contains 50132 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 177339 members 
Mstep: Class 5 contains 164544 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 176389 members 
Mstep: Class 8 contains 50073 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 41212 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 70151 members 
Mstep: Class 16 contains 21196 members 
Mstep: Class 17 contains 42099 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80812 members 
Mstep: Class 21 contains 66713 members 
Mstep: Class 22 contains 163233 members 
Mstep: Class 23 contains 174458 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180479344.000000 Penalty: 84149.148438
Iteration 280F: 25 clusters Score -1.804793e+08 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88436 members 
Mstep: Class 2 contains 50096 members 
Mstep: Class 3 contains 6381 members 
Mstep: Class 4 contains 177585 members 
Mstep: Class 5 contains 164428 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 176500 members 
Mstep: Class 8 contains 50031 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 41139 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1119 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 69626 members 
Mstep: Class 16 contains 21351 members 
Mstep: Class 17 contains 41980 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80768 members 
Mstep: Class 21 contains 66598 members 
Mstep: Class 22 contains 163478 members 
Mstep: Class 23 contains 174597 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478928.000000 Penalty: 84149.148438
Iteration 281Q: 25 clusters Score -1.804789e+08 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88562 members 
Mstep: Class 2 contains 50062 members 
Mstep: Class 3 contains 6402 members 
Mstep: Class 4 contains 177730 members 
Mstep: Class 5 contains 164373 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 176678 members 
Mstep: Class 8 contains 49991 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 41080 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1117 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 69098 members 
Mstep: Class 16 contains 21506 members 
Mstep: Class 17 contains 41863 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80724 members 
Mstep: Class 21 contains 66478 members 
Mstep: Class 22 contains 163664 members 
Mstep: Class 23 contains 174785 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478848.000000 Penalty: 84149.148438
Iteration 282Q: 25 clusters Score -1.804788e+08 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88665 members 
Mstep: Class 2 contains 50036 members 
Mstep: Class 3 contains 6420 members 
Mstep: Class 4 contains 177850 members 
Mstep: Class 5 contains 164348 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 176813 members 
Mstep: Class 8 contains 49951 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 41026 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1111 members 
Mstep: Class 14 contains 989 members 
Mstep: Class 15 contains 68621 members 
Mstep: Class 16 contains 21655 members 
Mstep: Class 17 contains 41756 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80727 members 
Mstep: Class 21 contains 66380 members 
Mstep: Class 22 contains 163877 members 
Mstep: Class 23 contains 174875 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180479136.000000 Penalty: 84149.148438
Iteration 283Q: 25 clusters Score -1.804791e+08 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88793 members 
Mstep: Class 2 contains 50006 members 
Mstep: Class 3 contains 6431 members 
Mstep: Class 4 contains 177942 members 
Mstep: Class 5 contains 164424 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 176922 members 
Mstep: Class 8 contains 49931 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40954 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1107 members 
Mstep: Class 14 contains 989 members 
Mstep: Class 15 contains 68140 members 
Mstep: Class 16 contains 21808 members 
Mstep: Class 17 contains 41663 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80702 members 
Mstep: Class 21 contains 66266 members 
Mstep: Class 22 contains 164110 members 
Mstep: Class 23 contains 174912 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180479136.000000 Penalty: 84149.148438
Iteration 284Q: 25 clusters Score -1.804791e+08 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88932 members 
Mstep: Class 2 contains 49989 members 
Mstep: Class 3 contains 6447 members 
Mstep: Class 4 contains 177980 members 
Mstep: Class 5 contains 164504 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 177034 members 
Mstep: Class 8 contains 49902 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40899 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1102 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 67707 members 
Mstep: Class 16 contains 21993 members 
Mstep: Class 17 contains 41589 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80682 members 
Mstep: Class 21 contains 66182 members 
Mstep: Class 22 contains 164256 members 
Mstep: Class 23 contains 174914 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180479376.000000 Penalty: 84149.148438
Iteration 285Q: 25 clusters Score -1.804794e+08 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 89059 members 
Mstep: Class 2 contains 49986 members 
Mstep: Class 3 contains 6459 members 
Mstep: Class 4 contains 178025 members 
Mstep: Class 5 contains 164631 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 177163 members 
Mstep: Class 8 contains 49881 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40852 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1099 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 67245 members 
Mstep: Class 16 contains 22166 members 
Mstep: Class 17 contains 41510 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80661 members 
Mstep: Class 21 contains 66104 members 
Mstep: Class 22 contains 164469 members 
Mstep: Class 23 contains 174800 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180479264.000000 Penalty: 84149.148438
Iteration 286Q: 25 clusters Score -1.804793e+08 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 89185 members 
Mstep: Class 2 contains 49972 members 
Mstep: Class 3 contains 6470 members 
Mstep: Class 4 contains 178009 members 
Mstep: Class 5 contains 164803 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 177356 members 
Mstep: Class 8 contains 49857 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40810 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1093 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 66849 members 
Mstep: Class 16 contains 22344 members 
Mstep: Class 17 contains 41438 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80642 members 
Mstep: Class 21 contains 66027 members 
Mstep: Class 22 contains 164671 members 
Mstep: Class 23 contains 174583 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180479392.000000 Penalty: 84149.148438
Iteration 287Q: 25 clusters Score -1.804794e+08 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 89279 members 
Mstep: Class 2 contains 49949 members 
Mstep: Class 3 contains 6485 members 
Mstep: Class 4 contains 177963 members 
Mstep: Class 5 contains 164931 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 177572 members 
Mstep: Class 8 contains 49839 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40758 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1086 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 66486 members 
Mstep: Class 16 contains 22520 members 
Mstep: Class 17 contains 41365 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80621 members 
Mstep: Class 21 contains 65945 members 
Mstep: Class 22 contains 164856 members 
Mstep: Class 23 contains 174454 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180479296.000000 Penalty: 84149.148438
Iteration 288Q: 25 clusters Score -1.804793e+08 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 89400 members 
Mstep: Class 2 contains 49913 members 
Mstep: Class 3 contains 6501 members 
Mstep: Class 4 contains 177941 members 
Mstep: Class 5 contains 164998 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 177760 members 
Mstep: Class 8 contains 49826 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40736 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1085 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 66082 members 
Mstep: Class 16 contains 22703 members 
Mstep: Class 17 contains 41310 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80592 members 
Mstep: Class 21 contains 65869 members 
Mstep: Class 22 contains 165009 members 
Mstep: Class 23 contains 174385 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180479168.000000 Penalty: 84149.148438
Iteration 289Q: 25 clusters Score -1.804792e+08 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 89514 members 
Mstep: Class 2 contains 49902 members 
Mstep: Class 3 contains 6527 members 
Mstep: Class 4 contains 177919 members 
Mstep: Class 5 contains 165112 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 177829 members 
Mstep: Class 8 contains 49810 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40712 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1083 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 65706 members 
Mstep: Class 16 contains 22860 members 
Mstep: Class 17 contains 41257 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80544 members 
Mstep: Class 21 contains 65806 members 
Mstep: Class 22 contains 165131 members 
Mstep: Class 23 contains 174399 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478592.000000 Penalty: 84149.148438
Iteration 290Q: 25 clusters Score -1.804786e+08 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 89635 members 
Mstep: Class 2 contains 49875 members 
Mstep: Class 3 contains 6542 members 
Mstep: Class 4 contains 177916 members 
Mstep: Class 5 contains 165118 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 177945 members 
Mstep: Class 8 contains 49810 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40691 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1081 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 65361 members 
Mstep: Class 16 contains 23007 members 
Mstep: Class 17 contains 41210 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80505 members 
Mstep: Class 21 contains 65753 members 
Mstep: Class 22 contains 165280 members 
Mstep: Class 23 contains 174383 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478464.000000 Penalty: 84149.148438
Iteration 291Q: 25 clusters Score -1.804785e+08 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 89766 members 
Mstep: Class 2 contains 49864 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 177853 members 
Mstep: Class 5 contains 165174 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 178099 members 
Mstep: Class 8 contains 49817 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40657 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1079 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 65055 members 
Mstep: Class 16 contains 23154 members 
Mstep: Class 17 contains 41157 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80466 members 
Mstep: Class 21 contains 65712 members 
Mstep: Class 22 contains 165387 members 
Mstep: Class 23 contains 174323 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478256.000000 Penalty: 84149.148438
Iteration 292Q: 25 clusters Score -1.804783e+08 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 89892 members 
Mstep: Class 2 contains 49838 members 
Mstep: Class 3 contains 6558 members 
Mstep: Class 4 contains 177761 members 
Mstep: Class 5 contains 165213 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 178236 members 
Mstep: Class 8 contains 49807 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40618 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1078 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 64773 members 
Mstep: Class 16 contains 23292 members 
Mstep: Class 17 contains 41106 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80451 members 
Mstep: Class 21 contains 65669 members 
Mstep: Class 22 contains 165451 members 
Mstep: Class 23 contains 174369 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477712.000000 Penalty: 84149.148438
Iteration 293Q: 25 clusters Score -1.804777e+08 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 90001 members 
Mstep: Class 2 contains 49798 members 
Mstep: Class 3 contains 6568 members 
Mstep: Class 4 contains 177752 members 
Mstep: Class 5 contains 165239 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 178377 members 
Mstep: Class 8 contains 49789 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40594 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1077 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 64519 members 
Mstep: Class 16 contains 23416 members 
Mstep: Class 17 contains 41046 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80425 members 
Mstep: Class 21 contains 65612 members 
Mstep: Class 22 contains 165545 members 
Mstep: Class 23 contains 174354 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477792.000000 Penalty: 84149.148438
Iteration 294Q: 25 clusters Score -1.804778e+08 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 90106 members 
Mstep: Class 2 contains 49770 members 
Mstep: Class 3 contains 6580 members 
Mstep: Class 4 contains 177788 members 
Mstep: Class 5 contains 165153 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 178534 members 
Mstep: Class 8 contains 49781 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40548 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1076 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 64291 members 
Mstep: Class 16 contains 23553 members 
Mstep: Class 17 contains 41000 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80400 members 
Mstep: Class 21 contains 65561 members 
Mstep: Class 22 contains 165609 members 
Mstep: Class 23 contains 174362 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478208.000000 Penalty: 84149.148438
Iteration 295Q: 25 clusters Score -1.804782e+08 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 90200 members 
Mstep: Class 2 contains 49735 members 
Mstep: Class 3 contains 6596 members 
Mstep: Class 4 contains 177854 members 
Mstep: Class 5 contains 164987 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 178687 members 
Mstep: Class 8 contains 49768 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40505 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 64077 members 
Mstep: Class 16 contains 23675 members 
Mstep: Class 17 contains 40953 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80364 members 
Mstep: Class 21 contains 65497 members 
Mstep: Class 22 contains 165664 members 
Mstep: Class 23 contains 174476 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478816.000000 Penalty: 84149.148438
Iteration 296Q: 25 clusters Score -1.804788e+08 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 90302 members 
Mstep: Class 2 contains 49702 members 
Mstep: Class 3 contains 6611 members 
Mstep: Class 4 contains 177854 members 
Mstep: Class 5 contains 164867 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 178832 members 
Mstep: Class 8 contains 49755 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40474 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 63866 members 
Mstep: Class 16 contains 23793 members 
Mstep: Class 17 contains 40896 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80314 members 
Mstep: Class 21 contains 65440 members 
Mstep: Class 22 contains 165743 members 
Mstep: Class 23 contains 174589 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180479424.000000 Penalty: 84149.148438
Iteration 297Q: 25 clusters Score -1.804794e+08 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 90409 members 
Mstep: Class 2 contains 49673 members 
Mstep: Class 3 contains 6625 members 
Mstep: Class 4 contains 177790 members 
Mstep: Class 5 contains 164834 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 179004 members 
Mstep: Class 8 contains 49741 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40447 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1067 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 63670 members 
Mstep: Class 16 contains 23899 members 
Mstep: Class 17 contains 40835 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80263 members 
Mstep: Class 21 contains 65365 members 
Mstep: Class 22 contains 165810 members 
Mstep: Class 23 contains 174678 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478704.000000 Penalty: 84149.148438
Iteration 298Q: 25 clusters Score -1.804787e+08 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 90497 members 
Mstep: Class 2 contains 49650 members 
Mstep: Class 3 contains 6639 members 
Mstep: Class 4 contains 177735 members 
Mstep: Class 5 contains 164794 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 179154 members 
Mstep: Class 8 contains 49712 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40403 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1060 members 
Mstep: Class 14 contains 989 members 
Mstep: Class 15 contains 63482 members 
Mstep: Class 16 contains 23980 members 
Mstep: Class 17 contains 40795 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80215 members 
Mstep: Class 21 contains 65324 members 
Mstep: Class 22 contains 165900 members 
Mstep: Class 23 contains 174770 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478656.000000 Penalty: 84149.148438
Iteration 299Q: 25 clusters Score -1.804787e+08 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 90580 members 
Mstep: Class 2 contains 49637 members 
Mstep: Class 3 contains 6651 members 
Mstep: Class 4 contains 177700 members 
Mstep: Class 5 contains 164792 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 179233 members 
Mstep: Class 8 contains 49705 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40372 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1052 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 63257 members 
Mstep: Class 16 contains 24057 members 
Mstep: Class 17 contains 40754 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80138 members 
Mstep: Class 21 contains 65258 members 
Mstep: Class 22 contains 165959 members 
Mstep: Class 23 contains 174966 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478928.000000 Penalty: 84149.148438
Iteration 300F: 25 clusters Score -1.804789e+08 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 90654 members 
Mstep: Class 2 contains 49633 members 
Mstep: Class 3 contains 6665 members 
Mstep: Class 4 contains 177627 members 
Mstep: Class 5 contains 164883 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 179280 members 
Mstep: Class 8 contains 49690 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40343 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1047 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 63070 members 
Mstep: Class 16 contains 24132 members 
Mstep: Class 17 contains 40693 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80088 members 
Mstep: Class 21 contains 65189 members 
Mstep: Class 22 contains 166049 members 
Mstep: Class 23 contains 175067 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478544.000000 Penalty: 84149.148438
Iteration 301Q: 25 clusters Score -1.804785e+08 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 90735 members 
Mstep: Class 2 contains 49603 members 
Mstep: Class 3 contains 6673 members 
Mstep: Class 4 contains 177567 members 
Mstep: Class 5 contains 164857 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 179371 members 
Mstep: Class 8 contains 49674 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40325 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1040 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 62910 members 
Mstep: Class 16 contains 24198 members 
Mstep: Class 17 contains 40637 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80047 members 
Mstep: Class 21 contains 65131 members 
Mstep: Class 22 contains 166056 members 
Mstep: Class 23 contains 175285 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478416.000000 Penalty: 84149.148438
Iteration 302Q: 25 clusters Score -1.804784e+08 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 90810 members 
Mstep: Class 2 contains 49586 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 177529 members 
Mstep: Class 5 contains 164809 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 179478 members 
Mstep: Class 8 contains 49658 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40294 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1032 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 62747 members 
Mstep: Class 16 contains 24279 members 
Mstep: Class 17 contains 40586 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80007 members 
Mstep: Class 21 contains 65088 members 
Mstep: Class 22 contains 166033 members 
Mstep: Class 23 contains 175488 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478592.000000 Penalty: 84149.148438
Iteration 303Q: 25 clusters Score -1.804786e+08 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 90904 members 
Mstep: Class 2 contains 49588 members 
Mstep: Class 3 contains 6696 members 
Mstep: Class 4 contains 177600 members 
Mstep: Class 5 contains 164674 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 179545 members 
Mstep: Class 8 contains 49659 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40267 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 62609 members 
Mstep: Class 16 contains 24352 members 
Mstep: Class 17 contains 40550 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79954 members 
Mstep: Class 21 contains 65044 members 
Mstep: Class 22 contains 166005 members 
Mstep: Class 23 contains 175635 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478304.000000 Penalty: 84149.148438
Iteration 304Q: 25 clusters Score -1.804783e+08 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 90991 members 
Mstep: Class 2 contains 49585 members 
Mstep: Class 3 contains 6717 members 
Mstep: Class 4 contains 177650 members 
Mstep: Class 5 contains 164540 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 179580 members 
Mstep: Class 8 contains 49644 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40247 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1023 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 62480 members 
Mstep: Class 16 contains 24437 members 
Mstep: Class 17 contains 40529 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79902 members 
Mstep: Class 21 contains 65005 members 
Mstep: Class 22 contains 165936 members 
Mstep: Class 23 contains 175843 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478144.000000 Penalty: 84149.148438
Iteration 305Q: 25 clusters Score -1.804781e+08 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91077 members 
Mstep: Class 2 contains 49581 members 
Mstep: Class 3 contains 6737 members 
Mstep: Class 4 contains 177697 members 
Mstep: Class 5 contains 164468 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 179621 members 
Mstep: Class 8 contains 49638 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40242 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1018 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 62367 members 
Mstep: Class 16 contains 24498 members 
Mstep: Class 17 contains 40507 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79872 members 
Mstep: Class 21 contains 64962 members 
Mstep: Class 22 contains 165869 members 
Mstep: Class 23 contains 175955 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478192.000000 Penalty: 84149.148438
Iteration 306Q: 25 clusters Score -1.804782e+08 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91151 members 
Mstep: Class 2 contains 49580 members 
Mstep: Class 3 contains 6754 members 
Mstep: Class 4 contains 177752 members 
Mstep: Class 5 contains 164444 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 179677 members 
Mstep: Class 8 contains 49623 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40249 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 62237 members 
Mstep: Class 16 contains 24559 members 
Mstep: Class 17 contains 40469 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79829 members 
Mstep: Class 21 contains 64888 members 
Mstep: Class 22 contains 165857 members 
Mstep: Class 23 contains 176027 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478672.000000 Penalty: 84149.148438
Iteration 307Q: 25 clusters Score -1.804787e+08 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91193 members 
Mstep: Class 2 contains 49577 members 
Mstep: Class 3 contains 6770 members 
Mstep: Class 4 contains 177820 members 
Mstep: Class 5 contains 164403 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 179744 members 
Mstep: Class 8 contains 49614 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40253 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1008 members 
Mstep: Class 14 contains 989 members 
Mstep: Class 15 contains 62100 members 
Mstep: Class 16 contains 24625 members 
Mstep: Class 17 contains 40433 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79791 members 
Mstep: Class 21 contains 64843 members 
Mstep: Class 22 contains 165886 members 
Mstep: Class 23 contains 176048 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478256.000000 Penalty: 84149.148438
Iteration 308Q: 25 clusters Score -1.804783e+08 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91240 members 
Mstep: Class 2 contains 49588 members 
Mstep: Class 3 contains 6788 members 
Mstep: Class 4 contains 177838 members 
Mstep: Class 5 contains 164372 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 179848 members 
Mstep: Class 8 contains 49595 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40249 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 1002 members 
Mstep: Class 14 contains 989 members 
Mstep: Class 15 contains 61961 members 
Mstep: Class 16 contains 24696 members 
Mstep: Class 17 contains 40408 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79770 members 
Mstep: Class 21 contains 64807 members 
Mstep: Class 22 contains 165912 members 
Mstep: Class 23 contains 176033 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478384.000000 Penalty: 84149.148438
Iteration 309Q: 25 clusters Score -1.804784e+08 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91286 members 
Mstep: Class 2 contains 49607 members 
Mstep: Class 3 contains 6803 members 
Mstep: Class 4 contains 177903 members 
Mstep: Class 5 contains 164293 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 179997 members 
Mstep: Class 8 contains 49588 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40235 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 996 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 61837 members 
Mstep: Class 16 contains 24762 members 
Mstep: Class 17 contains 40380 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79728 members 
Mstep: Class 21 contains 64747 members 
Mstep: Class 22 contains 165904 members 
Mstep: Class 23 contains 176039 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478352.000000 Penalty: 84149.148438
Iteration 310Q: 25 clusters Score -1.804784e+08 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91346 members 
Mstep: Class 2 contains 49607 members 
Mstep: Class 3 contains 6815 members 
Mstep: Class 4 contains 177882 members 
Mstep: Class 5 contains 164288 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 180126 members 
Mstep: Class 8 contains 49564 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40226 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 995 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 61722 members 
Mstep: Class 16 contains 24828 members 
Mstep: Class 17 contains 40371 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79705 members 
Mstep: Class 21 contains 64689 members 
Mstep: Class 22 contains 165895 members 
Mstep: Class 23 contains 176045 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478560.000000 Penalty: 84149.148438
Iteration 311Q: 25 clusters Score -1.804786e+08 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91387 members 
Mstep: Class 2 contains 49613 members 
Mstep: Class 3 contains 6832 members 
Mstep: Class 4 contains 177916 members 
Mstep: Class 5 contains 164211 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 180263 members 
Mstep: Class 8 contains 49538 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40229 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 995 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 61613 members 
Mstep: Class 16 contains 24906 members 
Mstep: Class 17 contains 40366 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79707 members 
Mstep: Class 21 contains 64639 members 
Mstep: Class 22 contains 165871 members 
Mstep: Class 23 contains 176018 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478768.000000 Penalty: 84149.148438
Iteration 312Q: 25 clusters Score -1.804788e+08 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91431 members 
Mstep: Class 2 contains 49627 members 
Mstep: Class 3 contains 6853 members 
Mstep: Class 4 contains 177929 members 
Mstep: Class 5 contains 164206 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 180378 members 
Mstep: Class 8 contains 49512 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40237 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 994 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 61517 members 
Mstep: Class 16 contains 24997 members 
Mstep: Class 17 contains 40346 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79694 members 
Mstep: Class 21 contains 64569 members 
Mstep: Class 22 contains 165879 members 
Mstep: Class 23 contains 175934 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478432.000000 Penalty: 84149.148438
Iteration 313Q: 25 clusters Score -1.804784e+08 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91463 members 
Mstep: Class 2 contains 49633 members 
Mstep: Class 3 contains 6881 members 
Mstep: Class 4 contains 177927 members 
Mstep: Class 5 contains 164223 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 180512 members 
Mstep: Class 8 contains 49483 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40221 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 993 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 61427 members 
Mstep: Class 16 contains 25103 members 
Mstep: Class 17 contains 40314 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79699 members 
Mstep: Class 21 contains 64498 members 
Mstep: Class 22 contains 165860 members 
Mstep: Class 23 contains 175866 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478720.000000 Penalty: 84149.148438
Iteration 314Q: 25 clusters Score -1.804787e+08 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91510 members 
Mstep: Class 2 contains 49608 members 
Mstep: Class 3 contains 6910 members 
Mstep: Class 4 contains 177968 members 
Mstep: Class 5 contains 164179 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 180614 members 
Mstep: Class 8 contains 49472 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40206 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 61348 members 
Mstep: Class 16 contains 25201 members 
Mstep: Class 17 contains 40290 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79700 members 
Mstep: Class 21 contains 64416 members 
Mstep: Class 22 contains 165853 members 
Mstep: Class 23 contains 175838 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478544.000000 Penalty: 84149.148438
Iteration 315Q: 25 clusters Score -1.804785e+08 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91529 members 
Mstep: Class 2 contains 49579 members 
Mstep: Class 3 contains 6940 members 
Mstep: Class 4 contains 177987 members 
Mstep: Class 5 contains 164202 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 180699 members 
Mstep: Class 8 contains 49456 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40194 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 988 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 61266 members 
Mstep: Class 16 contains 25288 members 
Mstep: Class 17 contains 40297 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79706 members 
Mstep: Class 21 contains 64342 members 
Mstep: Class 22 contains 165902 members 
Mstep: Class 23 contains 175729 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478848.000000 Penalty: 84149.148438
Iteration 316Q: 25 clusters Score -1.804788e+08 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91562 members 
Mstep: Class 2 contains 49563 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 177998 members 
Mstep: Class 5 contains 164189 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 180795 members 
Mstep: Class 8 contains 49446 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40171 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 61182 members 
Mstep: Class 16 contains 25375 members 
Mstep: Class 17 contains 40300 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79734 members 
Mstep: Class 21 contains 64280 members 
Mstep: Class 22 contains 165925 members 
Mstep: Class 23 contains 175624 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180479072.000000 Penalty: 84149.148438
Iteration 317Q: 25 clusters Score -1.804791e+08 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91595 members 
Mstep: Class 2 contains 49527 members 
Mstep: Class 3 contains 7001 members 
Mstep: Class 4 contains 178015 members 
Mstep: Class 5 contains 164226 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 180913 members 
Mstep: Class 8 contains 49418 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40136 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 61081 members 
Mstep: Class 16 contains 25470 members 
Mstep: Class 17 contains 40295 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79731 members 
Mstep: Class 21 contains 64212 members 
Mstep: Class 22 contains 165920 members 
Mstep: Class 23 contains 175579 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478336.000000 Penalty: 84149.148438
Iteration 318Q: 25 clusters Score -1.804783e+08 nChanged 2734
Entering ConstructFrom: 
Score: -180478336.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (91645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91645 members 
Entering Unmasked Estep 
Score: -11863878.000000 Penalty: 2833.567871
	Iteration 0F: 2 clusters Score -1.186388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -11802830.000000 Penalty: 5667.135742
	Iteration 0F: 3 clusters Score -1.180283e+07 nChanged 43061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -11826843.000000 Penalty: 5667.135742
	Iteration 1F: 3 clusters Score -1.182684e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -11827550.000000 Penalty: 5667.135742
	Iteration 2Q: 3 clusters Score -1.182755e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -11828277.000000 Penalty: 5667.135742
	Iteration 3Q: 3 clusters Score -1.182828e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -11829292.000000 Penalty: 5667.135742
	Iteration 4Q: 3 clusters Score -1.182929e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -11830929.000000 Penalty: 5667.135742
	Iteration 5Q: 3 clusters Score -1.183093e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -11833678.000000 Penalty: 5667.135742
	Iteration 6F: 3 clusters Score -1.183368e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 57544 members 
Entering Unmasked Estep 
Score: -11837782.000000 Penalty: 5667.135742
	Iteration 7F: 3 clusters Score -1.183778e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 61718 members 
Entering Unmasked Estep 
Score: -11842423.000000 Penalty: 5667.135742
	Iteration 8F: 3 clusters Score -1.184242e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 65620 members 
Entering Unmasked Estep 
Score: -11846298.000000 Penalty: 5667.135742
	Iteration 9F: 3 clusters Score -1.18463e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 69254 members 
Entering Unmasked Estep 
Score: -11849323.000000 Penalty: 5667.135742
	Iteration 10F: 3 clusters Score -1.184932e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 72672 members 
Entering Unmasked Estep 
Score: -11851569.000000 Penalty: 5667.135742
	Iteration 11Q: 3 clusters Score -1.185157e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 75989 members 
Entering Unmasked Estep 
Score: -11853439.000000 Penalty: 5667.135742
	Iteration 12Q: 3 clusters Score -1.185344e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 79170 members 
Entering Unmasked Estep 
Score: -11855258.000000 Penalty: 5667.135742
	Iteration 13Q: 3 clusters Score -1.185526e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 82152 members 
Entering Unmasked Estep 
Score: -11856991.000000 Penalty: 5667.135742
	Iteration 14Q: 3 clusters Score -1.185699e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 84698 members 
Entering Unmasked Estep 
Score: -11858540.000000 Penalty: 5667.135742
	Iteration 15Q: 3 clusters Score -1.185854e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 86684 members 
Entering Unmasked Estep 
Score: -11859769.000000 Penalty: 5667.135742
	Iteration 16Q: 3 clusters Score -1.185977e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 88160 members 
Entering Unmasked Estep 
Score: -11860577.000000 Penalty: 5667.135742
	Iteration 17Q: 3 clusters Score -1.186058e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 89120 members 
Entering Unmasked Estep 
Score: -11861097.000000 Penalty: 5667.135742
	Iteration 18Q: 3 clusters Score -1.18611e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 89735 members 
Entering Unmasked Estep 
Score: -11861348.000000 Penalty: 5667.135742
	Iteration 19Q: 3 clusters Score -1.186135e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 90134 members 
Entering Unmasked Estep 
Score: -11861502.000000 Penalty: 5667.135742
	Iteration 20F: 3 clusters Score -1.18615e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 90377 members 
Entering Unmasked Estep 
Score: -11861606.000000 Penalty: 5667.135742
	Iteration 21Q: 3 clusters Score -1.186161e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 90534 members 
Entering Unmasked Estep 
Score: -11861687.000000 Penalty: 5667.135742
	Iteration 22Q: 3 clusters Score -1.186169e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 90647 members 
Entering Unmasked Estep 
Score: -11861750.000000 Penalty: 5667.135742
	Iteration 23Q: 3 clusters Score -1.186175e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 90720 members 
Entering Unmasked Estep 
Score: -11861798.000000 Penalty: 5667.135742
	Iteration 24Q: 3 clusters Score -1.18618e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 90777 members 
Entering Unmasked Estep 
Score: -11861828.000000 Penalty: 5667.135742
	Iteration 25Q: 3 clusters Score -1.186183e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 90818 members 
Entering Unmasked Estep 
Score: -11861852.000000 Penalty: 5667.135742
	Iteration 26Q: 3 clusters Score -1.186185e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 90840 members 
Entering Unmasked Estep 
Score: -11861870.000000 Penalty: 5667.135742
	Iteration 27Q: 3 clusters Score -1.186187e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 90852 members 
Entering Unmasked Estep 
Score: -11861887.000000 Penalty: 5667.135742
	Iteration 28Q: 3 clusters Score -1.186189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 90862 members 
Entering Unmasked Estep 
Score: -11861878.000000 Penalty: 5667.135742
	Iteration 29Q: 3 clusters Score -1.186188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 90867 members 
Entering Unmasked Estep 
Score: -11861871.000000 Penalty: 5667.135742
	Iteration 30Q: 3 clusters Score -1.186187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 90873 members 
Entering Unmasked Estep 
Score: -11861886.000000 Penalty: 5667.135742
	Iteration 31Q: 3 clusters Score -1.186189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 90883 members 
Entering Unmasked Estep 
Score: -11861889.000000 Penalty: 5667.135742
	Iteration 32Q: 3 clusters Score -1.186189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 90888 members 
Entering Unmasked Estep 
Score: -11861895.000000 Penalty: 5667.135742
	Iteration 33Q: 3 clusters Score -1.18619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 90894 members 
Entering Unmasked Estep 
Score: -11861898.000000 Penalty: 5667.135742
	Iteration 34Q: 3 clusters Score -1.18619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 90898 members 
Entering Unmasked Estep 
Score: -11861894.000000 Penalty: 5667.135742
	Iteration 35Q: 3 clusters Score -1.186189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 90899 members 
Entering Unmasked Estep 
Score: -11861899.000000 Penalty: 5667.135742
	Iteration 36Q: 3 clusters Score -1.18619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 90900 members 
Entering Unmasked Estep 
Score: -11861904.000000 Penalty: 5667.135742
	Iteration 37Q: 3 clusters Score -1.18619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 90900 members 
Entering Unmasked Estep 
Score: -11861902.000000 Penalty: 5667.135742
	Iteration 38Q: 3 clusters Score -1.18619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 90899 members 
Entering Unmasked Estep 
Score: -11861908.000000 Penalty: 5667.135742
	Iteration 39Q: 3 clusters Score -1.186191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 90899 members 
Entering Unmasked Estep 
Score: -11861905.000000 Penalty: 5667.135742
	Iteration 40F: 3 clusters Score -1.18619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 90900 members 
Entering Unmasked Estep 
Score: -11861916.000000 Penalty: 5667.135742
	Iteration 41Q: 3 clusters Score -1.186192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 90900 members 
Entering Unmasked Estep 
Score: -11861916.000000 Penalty: 5667.135742
	Iteration 42F: 3 clusters Score -1.186192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49498 members 
Entering Unmasked Estep 
Score: -6567855.000000 Penalty: 2680.802490
	Iteration 0F: 2 clusters Score -6567855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -6534407.500000 Penalty: 5361.604980
	Iteration 0F: 3 clusters Score -6534408 nChanged 22877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -6547327.500000 Penalty: 5361.604980
	Iteration 1F: 3 clusters Score -6547328 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -6548573.500000 Penalty: 5361.604980
	Iteration 2F: 3 clusters Score -6548574 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -6550345.500000 Penalty: 5361.604980
	Iteration 3F: 3 clusters Score -6550346 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -6552545.500000 Penalty: 5361.604980
	Iteration 4F: 3 clusters Score -6552546 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -6554845.000000 Penalty: 5361.604980
	Iteration 5F: 3 clusters Score -6554845 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -6557187.500000 Penalty: 5361.604980
	Iteration 6F: 3 clusters Score -6557188 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -6559454.000000 Penalty: 5361.604980
	Iteration 7F: 3 clusters Score -6559454 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -6561736.500000 Penalty: 5361.604980
	Iteration 8F: 3 clusters Score -6561736 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -6563608.500000 Penalty: 5361.604980
	Iteration 9Q: 3 clusters Score -6563608 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -6564804.000000 Penalty: 5361.604980
	Iteration 10Q: 3 clusters Score -6564804 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -6565355.000000 Penalty: 5361.604980
	Iteration 11Q: 3 clusters Score -6565355 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -6565565.500000 Penalty: 5361.604980
	Iteration 12Q: 3 clusters Score -6565566 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -6565716.000000 Penalty: 5361.604980
	Iteration 13Q: 3 clusters Score -6565716 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -6565795.000000 Penalty: 5361.604980
	Iteration 14Q: 3 clusters Score -6565795 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -6565899.000000 Penalty: 5361.604980
	Iteration 15Q: 3 clusters Score -6565899 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -6565991.000000 Penalty: 5361.604980
	Iteration 16Q: 3 clusters Score -6565991 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -6566046.000000 Penalty: 5361.604980
	Iteration 17Q: 3 clusters Score -6566046 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -6566077.500000 Penalty: 5361.604980
	Iteration 18Q: 3 clusters Score -6566078 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -6566128.000000 Penalty: 5361.604980
	Iteration 19Q: 3 clusters Score -6566128 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -6566185.000000 Penalty: 5361.604980
	Iteration 20F: 3 clusters Score -6566185 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -6566245.500000 Penalty: 5361.604980
	Iteration 21Q: 3 clusters Score -6566246 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -6566260.000000 Penalty: 5361.604980
	Iteration 22Q: 3 clusters Score -6566260 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -6566284.000000 Penalty: 5361.604980
	Iteration 23Q: 3 clusters Score -6566284 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -6566317.000000 Penalty: 5361.604980
	Iteration 24Q: 3 clusters Score -6566317 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -6566343.000000 Penalty: 5361.604980
	Iteration 25Q: 3 clusters Score -6566343 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -6566365.500000 Penalty: 5361.604980
	Iteration 26Q: 3 clusters Score -6566366 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -6566375.000000 Penalty: 5361.604980
	Iteration 27Q: 3 clusters Score -6566375 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -6566404.500000 Penalty: 5361.604980
	Iteration 28Q: 3 clusters Score -6566404 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -6566418.500000 Penalty: 5361.604980
	Iteration 29Q: 3 clusters Score -6566418 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -6566438.500000 Penalty: 5361.604980
	Iteration 30Q: 3 clusters Score -6566438 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6566458.500000 Penalty: 5361.604980
	Iteration 31Q: 3 clusters Score -6566458 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47570 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -6566463.000000 Penalty: 5361.604980
	Iteration 32Q: 3 clusters Score -6566463 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6566481.000000 Penalty: 5361.604980
	Iteration 33Q: 3 clusters Score -6566481 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -6566500.000000 Penalty: 5361.604980
	Iteration 34Q: 3 clusters Score -6566500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -6566509.500000 Penalty: 5361.604980
	Iteration 35Q: 3 clusters Score -6566510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47719 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6566534.500000 Penalty: 5361.604980
	Iteration 36Q: 3 clusters Score -6566534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -6566522.000000 Penalty: 5361.604980
	Iteration 37Q: 3 clusters Score -6566522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -6566536.500000 Penalty: 5361.604980
	Iteration 38Q: 3 clusters Score -6566536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -6566542.500000 Penalty: 5361.604980
	Iteration 39Q: 3 clusters Score -6566542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6566545.500000 Penalty: 5361.604980
	Iteration 40F: 3 clusters Score -6566546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -6566549.500000 Penalty: 5361.604980
	Iteration 41Q: 3 clusters Score -6566550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6566556.500000 Penalty: 5361.604980
	Iteration 42Q: 3 clusters Score -6566556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6566555.500000 Penalty: 5361.604980
	Iteration 43Q: 3 clusters Score -6566556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6566577.000000 Penalty: 5361.604980
	Iteration 44Q: 3 clusters Score -6566577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6566576.500000 Penalty: 5361.604980
	Iteration 45Q: 3 clusters Score -6566576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -6566586.000000 Penalty: 5361.604980
	Iteration 46Q: 3 clusters Score -6566586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -6566584.500000 Penalty: 5361.604980
	Iteration 47Q: 3 clusters Score -6566584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6566580.000000 Penalty: 5361.604980
	Iteration 48Q: 3 clusters Score -6566580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6566580.000000 Penalty: 5361.604980
	Iteration 49F: 3 clusters Score -6566580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Entering Unmasked Estep 
Score: -891468.500000 Penalty: 2196.769531
	Iteration 0F: 2 clusters Score -891468.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -885787.875000 Penalty: 4393.539062
	Iteration 0F: 3 clusters Score -885787.9 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -887411.250000 Penalty: 4393.539062
	Iteration 1F: 3 clusters Score -887411.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -887716.187500 Penalty: 4393.539062
	Iteration 2F: 3 clusters Score -887716.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -888023.812500 Penalty: 4393.539062
	Iteration 3F: 3 clusters Score -888023.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -888438.750000 Penalty: 4393.539062
	Iteration 4F: 3 clusters Score -888438.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -888874.375000 Penalty: 4393.539062
	Iteration 5F: 3 clusters Score -888874.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -889234.125000 Penalty: 4393.539062
	Iteration 6F: 3 clusters Score -889234.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -889467.812500 Penalty: 4393.539062
	Iteration 7Q: 3 clusters Score -889467.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -889638.687500 Penalty: 4393.539062
	Iteration 8Q: 3 clusters Score -889638.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -889735.312500 Penalty: 4393.539062
	Iteration 9Q: 3 clusters Score -889735.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -889806.937500 Penalty: 4393.539062
	Iteration 10Q: 3 clusters Score -889806.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -889855.625000 Penalty: 4393.539062
	Iteration 11Q: 3 clusters Score -889855.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -889883.937500 Penalty: 4393.539062
	Iteration 12Q: 3 clusters Score -889883.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -889907.000000 Penalty: 4393.539062
	Iteration 13Q: 3 clusters Score -889907 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -889936.687500 Penalty: 4393.539062
	Iteration 14Q: 3 clusters Score -889936.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -889964.562500 Penalty: 4393.539062
	Iteration 15Q: 3 clusters Score -889964.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -889985.000000 Penalty: 4393.539062
	Iteration 16Q: 3 clusters Score -889985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -889993.312500 Penalty: 4393.539062
	Iteration 17Q: 3 clusters Score -889993.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -889999.750000 Penalty: 4393.539062
	Iteration 18Q: 3 clusters Score -889999.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -890007.625000 Penalty: 4393.539062
	Iteration 19Q: 3 clusters Score -890007.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -890013.875000 Penalty: 4393.539062
	Iteration 20F: 3 clusters Score -890013.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -890017.625000 Penalty: 4393.539062
	Iteration 21Q: 3 clusters Score -890017.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -890022.000000 Penalty: 4393.539062
	Iteration 22Q: 3 clusters Score -890022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -890022.312500 Penalty: 4393.539062
	Iteration 23Q: 3 clusters Score -890022.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -890021.375000 Penalty: 4393.539062
	Iteration 24Q: 3 clusters Score -890021.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -890024.000000 Penalty: 4393.539062
	Iteration 25Q: 3 clusters Score -890024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -890024.250000 Penalty: 4393.539062
	Iteration 26Q: 3 clusters Score -890024.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -890026.187500 Penalty: 4393.539062
	Iteration 27Q: 3 clusters Score -890026.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -890026.875000 Penalty: 4393.539062
	Iteration 28Q: 3 clusters Score -890026.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -890026.687500 Penalty: 4393.539062
	Iteration 29Q: 3 clusters Score -890026.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -890027.625000 Penalty: 4393.539062
	Iteration 30Q: 3 clusters Score -890027.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -890028.562500 Penalty: 4393.539062
	Iteration 31Q: 3 clusters Score -890028.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -890028.187500 Penalty: 4393.539062
	Iteration 32Q: 3 clusters Score -890028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -890030.750000 Penalty: 4393.539062
	Iteration 33Q: 3 clusters Score -890030.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -890033.125000 Penalty: 4393.539062
	Iteration 34Q: 3 clusters Score -890033.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -890036.687500 Penalty: 4393.539062
	Iteration 35Q: 3 clusters Score -890036.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -890036.250000 Penalty: 4393.539062
	Iteration 36Q: 3 clusters Score -890036.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -890038.062500 Penalty: 4393.539062
	Iteration 37Q: 3 clusters Score -890038.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -890037.687500 Penalty: 4393.539062
	Iteration 38Q: 3 clusters Score -890037.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -890039.625000 Penalty: 4393.539062
	Iteration 39Q: 3 clusters Score -890039.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -890038.937500 Penalty: 4393.539062
	Iteration 40F: 3 clusters Score -890038.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (177976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177976 members 
Entering Unmasked Estep 
Score: -23864304.000000 Penalty: 2998.172119
	Iteration 0F: 2 clusters Score -2.38643e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88961 members 
Mstep: Class 2 contains 89015 members 
Entering Unmasked Estep 
Score: -23749176.000000 Penalty: 5996.344238
	Iteration 0F: 3 clusters Score -2.374918e+07 nChanged 85635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86340 members 
Mstep: Class 2 contains 91636 members 
Entering Unmasked Estep 
Score: -23800658.000000 Penalty: 5996.344238
	Iteration 1F: 3 clusters Score -2.380066e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84346 members 
Mstep: Class 2 contains 93630 members 
Entering Unmasked Estep 
Score: -23803120.000000 Penalty: 5996.344238
	Iteration 2Q: 3 clusters Score -2.380312e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81159 members 
Mstep: Class 2 contains 96817 members 
Entering Unmasked Estep 
Score: -23807194.000000 Penalty: 5996.344238
	Iteration 3Q: 3 clusters Score -2.380719e+07 nChanged 10859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76502 members 
Mstep: Class 2 contains 101474 members 
Entering Unmasked Estep 
Score: -23814106.000000 Penalty: 5996.344238
	Iteration 4F: 3 clusters Score -2.381411e+07 nChanged 13128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70256 members 
Mstep: Class 2 contains 107720 members 
Entering Unmasked Estep 
Score: -23824316.000000 Penalty: 5996.344238
	Iteration 5F: 3 clusters Score -2.382432e+07 nChanged 13926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63538 members 
Mstep: Class 2 contains 114438 members 
Entering Unmasked Estep 
Score: -23835704.000000 Penalty: 5996.344238
	Iteration 6F: 3 clusters Score -2.38357e+07 nChanged 12288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58010 members 
Mstep: Class 2 contains 119966 members 
Entering Unmasked Estep 
Score: -23845678.000000 Penalty: 5996.344238
	Iteration 7F: 3 clusters Score -2.384568e+07 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54418 members 
Mstep: Class 2 contains 123558 members 
Entering Unmasked Estep 
Score: -23851260.000000 Penalty: 5996.344238
	Iteration 8Q: 3 clusters Score -2.385126e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51880 members 
Mstep: Class 2 contains 126096 members 
Entering Unmasked Estep 
Score: -23853704.000000 Penalty: 5996.344238
	Iteration 9Q: 3 clusters Score -2.38537e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 128202 members 
Entering Unmasked Estep 
Score: -23855394.000000 Penalty: 5996.344238
	Iteration 10Q: 3 clusters Score -2.385539e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 130021 members 
Entering Unmasked Estep 
Score: -23856608.000000 Penalty: 5996.344238
	Iteration 11Q: 3 clusters Score -2.385661e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 131654 members 
Entering Unmasked Estep 
Score: -23857660.000000 Penalty: 5996.344238
	Iteration 12Q: 3 clusters Score -2.385766e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 133082 members 
Entering Unmasked Estep 
Score: -23858644.000000 Penalty: 5996.344238
	Iteration 13Q: 3 clusters Score -2.385864e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 134306 members 
Entering Unmasked Estep 
Score: -23859396.000000 Penalty: 5996.344238
	Iteration 14Q: 3 clusters Score -2.38594e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 135474 members 
Entering Unmasked Estep 
Score: -23859872.000000 Penalty: 5996.344238
	Iteration 15Q: 3 clusters Score -2.385987e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 136477 members 
Entering Unmasked Estep 
Score: -23860146.000000 Penalty: 5996.344238
	Iteration 16Q: 3 clusters Score -2.386015e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 137459 members 
Entering Unmasked Estep 
Score: -23860458.000000 Penalty: 5996.344238
	Iteration 17Q: 3 clusters Score -2.386046e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 138456 members 
Entering Unmasked Estep 
Score: -23860670.000000 Penalty: 5996.344238
	Iteration 18Q: 3 clusters Score -2.386067e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 139410 members 
Entering Unmasked Estep 
Score: -23860896.000000 Penalty: 5996.344238
	Iteration 19Q: 3 clusters Score -2.38609e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 140304 members 
Entering Unmasked Estep 
Score: -23861078.000000 Penalty: 5996.344238
	Iteration 20F: 3 clusters Score -2.386108e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 141188 members 
Entering Unmasked Estep 
Score: -23861204.000000 Penalty: 5996.344238
	Iteration 21Q: 3 clusters Score -2.38612e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 142038 members 
Entering Unmasked Estep 
Score: -23861466.000000 Penalty: 5996.344238
	Iteration 22Q: 3 clusters Score -2.386147e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 142946 members 
Entering Unmasked Estep 
Score: -23861568.000000 Penalty: 5996.344238
	Iteration 23Q: 3 clusters Score -2.386157e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 143893 members 
Entering Unmasked Estep 
Score: -23861670.000000 Penalty: 5996.344238
	Iteration 24Q: 3 clusters Score -2.386167e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 144891 members 
Entering Unmasked Estep 
Score: -23861974.000000 Penalty: 5996.344238
	Iteration 25Q: 3 clusters Score -2.386197e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 145898 members 
Entering Unmasked Estep 
Score: -23862202.000000 Penalty: 5996.344238
	Iteration 26Q: 3 clusters Score -2.38622e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 146946 members 
Entering Unmasked Estep 
Score: -23862370.000000 Penalty: 5996.344238
	Iteration 27Q: 3 clusters Score -2.386237e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 148078 members 
Entering Unmasked Estep 
Score: -23862452.000000 Penalty: 5996.344238
	Iteration 28Q: 3 clusters Score -2.386245e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 149168 members 
Entering Unmasked Estep 
Score: -23862532.000000 Penalty: 5996.344238
	Iteration 29Q: 3 clusters Score -2.386253e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 150234 members 
Entering Unmasked Estep 
Score: -23862664.000000 Penalty: 5996.344238
	Iteration 30Q: 3 clusters Score -2.386266e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 151314 members 
Entering Unmasked Estep 
Score: -23862678.000000 Penalty: 5996.344238
	Iteration 31Q: 3 clusters Score -2.386268e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 152382 members 
Entering Unmasked Estep 
Score: -23862874.000000 Penalty: 5996.344238
	Iteration 32Q: 3 clusters Score -2.386287e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 153495 members 
Entering Unmasked Estep 
Score: -23863152.000000 Penalty: 5996.344238
	Iteration 33Q: 3 clusters Score -2.386315e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 154606 members 
Entering Unmasked Estep 
Score: -23863360.000000 Penalty: 5996.344238
	Iteration 34Q: 3 clusters Score -2.386336e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 155749 members 
Entering Unmasked Estep 
Score: -23863562.000000 Penalty: 5996.344238
	Iteration 35Q: 3 clusters Score -2.386356e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 156903 members 
Entering Unmasked Estep 
Score: -23863682.000000 Penalty: 5996.344238
	Iteration 36Q: 3 clusters Score -2.386368e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 158136 members 
Entering Unmasked Estep 
Score: -23863874.000000 Penalty: 5996.344238
	Iteration 37Q: 3 clusters Score -2.386387e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 159339 members 
Entering Unmasked Estep 
Score: -23864038.000000 Penalty: 5996.344238
	Iteration 38Q: 3 clusters Score -2.386404e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 160493 members 
Entering Unmasked Estep 
Score: -23864198.000000 Penalty: 5996.344238
	Iteration 39Q: 3 clusters Score -2.38642e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 161630 members 
Entering Unmasked Estep 
Score: -23864360.000000 Penalty: 5996.344238
	Iteration 40F: 3 clusters Score -2.386436e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 162703 members 
Entering Unmasked Estep 
Score: -23864398.000000 Penalty: 5996.344238
	Iteration 41Q: 3 clusters Score -2.38644e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 163733 members 
Entering Unmasked Estep 
Score: -23864348.000000 Penalty: 5996.344238
	Iteration 42Q: 3 clusters Score -2.386435e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 164652 members 
Entering Unmasked Estep 
Score: -23864430.000000 Penalty: 5996.344238
	Iteration 43Q: 3 clusters Score -2.386443e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 165507 members 
Entering Unmasked Estep 
Score: -23864412.000000 Penalty: 5996.344238
	Iteration 44Q: 3 clusters Score -2.386441e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 166341 members 
Entering Unmasked Estep 
Score: -23864430.000000 Penalty: 5996.344238
	Iteration 45Q: 3 clusters Score -2.386443e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 167110 members 
Entering Unmasked Estep 
Score: -23864398.000000 Penalty: 5996.344238
	Iteration 46Q: 3 clusters Score -2.38644e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 167838 members 
Entering Unmasked Estep 
Score: -23864300.000000 Penalty: 5996.344238
	Iteration 47Q: 3 clusters Score -2.38643e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 168534 members 
Entering Unmasked Estep 
Score: -23864186.000000 Penalty: 5996.344238
	Iteration 48Q: 3 clusters Score -2.386419e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 169183 members 
Entering Unmasked Estep 
Score: -23864178.000000 Penalty: 5996.344238
	Iteration 49Q: 3 clusters Score -2.386418e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 169775 members 
Entering Unmasked Estep 
Score: -23864238.000000 Penalty: 5996.344238
	Iteration 50Q: 3 clusters Score -2.386424e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 170246 members 
Entering Unmasked Estep 
Score: -23864232.000000 Penalty: 5996.344238
	Iteration 51Q: 3 clusters Score -2.386423e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 170655 members 
Entering Unmasked Estep 
Score: -23864162.000000 Penalty: 5996.344238
	Iteration 52Q: 3 clusters Score -2.386416e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 171033 members 
Entering Unmasked Estep 
Score: -23864108.000000 Penalty: 5996.344238
	Iteration 53Q: 3 clusters Score -2.386411e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 171449 members 
Entering Unmasked Estep 
Score: -23864042.000000 Penalty: 5996.344238
	Iteration 54Q: 3 clusters Score -2.386404e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 171846 members 
Entering Unmasked Estep 
Score: -23863942.000000 Penalty: 5996.344238
	Iteration 55Q: 3 clusters Score -2.386394e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 172210 members 
Entering Unmasked Estep 
Score: -23863910.000000 Penalty: 5996.344238
	Iteration 56Q: 3 clusters Score -2.386391e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 172527 members 
Entering Unmasked Estep 
Score: -23863872.000000 Penalty: 5996.344238
	Iteration 57Q: 3 clusters Score -2.386387e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 172845 members 
Entering Unmasked Estep 
Score: -23863834.000000 Penalty: 5996.344238
	Iteration 58Q: 3 clusters Score -2.386383e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 173114 members 
Entering Unmasked Estep 
Score: -23863822.000000 Penalty: 5996.344238
	Iteration 59Q: 3 clusters Score -2.386382e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 173350 members 
Entering Unmasked Estep 
Score: -23863818.000000 Penalty: 5996.344238
	Iteration 60F: 3 clusters Score -2.386382e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 173571 members 
Entering Unmasked Estep 
Score: -23863812.000000 Penalty: 5996.344238
	Iteration 61Q: 3 clusters Score -2.386381e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 173725 members 
Entering Unmasked Estep 
Score: -23863800.000000 Penalty: 5996.344238
	Iteration 62Q: 3 clusters Score -2.38638e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 173876 members 
Entering Unmasked Estep 
Score: -23863764.000000 Penalty: 5996.344238
	Iteration 63Q: 3 clusters Score -2.386376e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 174010 members 
Entering Unmasked Estep 
Score: -23863772.000000 Penalty: 5996.344238
	Iteration 64Q: 3 clusters Score -2.386377e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 174119 members 
Entering Unmasked Estep 
Score: -23863758.000000 Penalty: 5996.344238
	Iteration 65Q: 3 clusters Score -2.386376e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 174221 members 
Entering Unmasked Estep 
Score: -23863732.000000 Penalty: 5996.344238
	Iteration 66Q: 3 clusters Score -2.386373e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 174317 members 
Entering Unmasked Estep 
Score: -23863712.000000 Penalty: 5996.344238
	Iteration 67Q: 3 clusters Score -2.386371e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 174388 members 
Entering Unmasked Estep 
Score: -23863764.000000 Penalty: 5996.344238
	Iteration 68Q: 3 clusters Score -2.386376e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 174459 members 
Entering Unmasked Estep 
Score: -23863704.000000 Penalty: 5996.344238
	Iteration 69Q: 3 clusters Score -2.38637e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 174521 members 
Entering Unmasked Estep 
Score: -23863716.000000 Penalty: 5996.344238
	Iteration 70Q: 3 clusters Score -2.386372e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 174579 members 
Entering Unmasked Estep 
Score: -23863704.000000 Penalty: 5996.344238
	Iteration 71Q: 3 clusters Score -2.38637e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 174622 members 
Entering Unmasked Estep 
Score: -23863662.000000 Penalty: 5996.344238
	Iteration 72Q: 3 clusters Score -2.386366e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 174661 members 
Entering Unmasked Estep 
Score: -23863660.000000 Penalty: 5996.344238
	Iteration 73Q: 3 clusters Score -2.386366e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 174700 members 
Entering Unmasked Estep 
Score: -23863636.000000 Penalty: 5996.344238
	Iteration 74Q: 3 clusters Score -2.386364e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 174736 members 
Entering Unmasked Estep 
Score: -23863648.000000 Penalty: 5996.344238
	Iteration 75Q: 3 clusters Score -2.386365e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 174776 members 
Entering Unmasked Estep 
Score: -23863662.000000 Penalty: 5996.344238
	Iteration 76Q: 3 clusters Score -2.386366e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 174805 members 
Entering Unmasked Estep 
Score: -23863638.000000 Penalty: 5996.344238
	Iteration 77Q: 3 clusters Score -2.386364e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 174839 members 
Entering Unmasked Estep 
Score: -23863610.000000 Penalty: 5996.344238
	Iteration 78Q: 3 clusters Score -2.386361e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 174866 members 
Entering Unmasked Estep 
Score: -23863602.000000 Penalty: 5996.344238
	Iteration 79Q: 3 clusters Score -2.38636e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 174891 members 
Entering Unmasked Estep 
Score: -23863602.000000 Penalty: 5996.344238
	Iteration 80F: 3 clusters Score -2.38636e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 174913 members 
Entering Unmasked Estep 
Score: -23863620.000000 Penalty: 5996.344238
	Iteration 81Q: 3 clusters Score -2.386362e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 174938 members 
Entering Unmasked Estep 
Score: -23863622.000000 Penalty: 5996.344238
	Iteration 82Q: 3 clusters Score -2.386362e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 174972 members 
Entering Unmasked Estep 
Score: -23863570.000000 Penalty: 5996.344238
	Iteration 83Q: 3 clusters Score -2.386357e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 174998 members 
Entering Unmasked Estep 
Score: -23863538.000000 Penalty: 5996.344238
	Iteration 84Q: 3 clusters Score -2.386354e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 175034 members 
Entering Unmasked Estep 
Score: -23863548.000000 Penalty: 5996.344238
	Iteration 85Q: 3 clusters Score -2.386355e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 175060 members 
Entering Unmasked Estep 
Score: -23863532.000000 Penalty: 5996.344238
	Iteration 86Q: 3 clusters Score -2.386353e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 175072 members 
Entering Unmasked Estep 
Score: -23863530.000000 Penalty: 5996.344238
	Iteration 87Q: 3 clusters Score -2.386353e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 175084 members 
Entering Unmasked Estep 
Score: -23863542.000000 Penalty: 5996.344238
	Iteration 88Q: 3 clusters Score -2.386354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 175097 members 
Entering Unmasked Estep 
Score: -23863518.000000 Penalty: 5996.344238
	Iteration 89Q: 3 clusters Score -2.386352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 175106 members 
Entering Unmasked Estep 
Score: -23863508.000000 Penalty: 5996.344238
	Iteration 90Q: 3 clusters Score -2.386351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 175120 members 
Entering Unmasked Estep 
Score: -23863506.000000 Penalty: 5996.344238
	Iteration 91Q: 3 clusters Score -2.386351e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 175140 members 
Entering Unmasked Estep 
Score: -23863502.000000 Penalty: 5996.344238
	Iteration 92Q: 3 clusters Score -2.38635e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 175154 members 
Entering Unmasked Estep 
Score: -23863498.000000 Penalty: 5996.344238
	Iteration 93Q: 3 clusters Score -2.38635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 175162 members 
Entering Unmasked Estep 
Score: -23863514.000000 Penalty: 5996.344238
	Iteration 94Q: 3 clusters Score -2.386351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 175171 members 
Entering Unmasked Estep 
Score: -23863510.000000 Penalty: 5996.344238
	Iteration 95Q: 3 clusters Score -2.386351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 175179 members 
Entering Unmasked Estep 
Score: -23863512.000000 Penalty: 5996.344238
	Iteration 96Q: 3 clusters Score -2.386351e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 175187 members 
Entering Unmasked Estep 
Score: -23863500.000000 Penalty: 5996.344238
	Iteration 97Q: 3 clusters Score -2.38635e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 175195 members 
Entering Unmasked Estep 
Score: -23863498.000000 Penalty: 5996.344238
	Iteration 98Q: 3 clusters Score -2.38635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 175203 members 
Entering Unmasked Estep 
Score: -23863502.000000 Penalty: 5996.344238
	Iteration 99Q: 3 clusters Score -2.38635e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 175211 members 
Entering Unmasked Estep 
Score: -23863504.000000 Penalty: 5996.344238
	Iteration 100F: 3 clusters Score -2.38635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 175216 members 
Entering Unmasked Estep 
Score: -23863494.000000 Penalty: 5996.344238
	Iteration 101Q: 3 clusters Score -2.386349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 175223 members 
Entering Unmasked Estep 
Score: -23863496.000000 Penalty: 5996.344238
	Iteration 102Q: 3 clusters Score -2.38635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 175229 members 
Entering Unmasked Estep 
Score: -23863478.000000 Penalty: 5996.344238
	Iteration 103Q: 3 clusters Score -2.386348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 175232 members 
Entering Unmasked Estep 
Score: -23863468.000000 Penalty: 5996.344238
	Iteration 104Q: 3 clusters Score -2.386347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 175236 members 
Entering Unmasked Estep 
Score: -23863474.000000 Penalty: 5996.344238
	Iteration 105Q: 3 clusters Score -2.386347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 175242 members 
Entering Unmasked Estep 
Score: -23863450.000000 Penalty: 5996.344238
	Iteration 106Q: 3 clusters Score -2.386345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 175249 members 
Entering Unmasked Estep 
Score: -23863458.000000 Penalty: 5996.344238
	Iteration 107Q: 3 clusters Score -2.386346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 175252 members 
Entering Unmasked Estep 
Score: -23863454.000000 Penalty: 5996.344238
	Iteration 108Q: 3 clusters Score -2.386345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 175255 members 
Entering Unmasked Estep 
Score: -23863470.000000 Penalty: 5996.344238
	Iteration 109Q: 3 clusters Score -2.386347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 175258 members 
Entering Unmasked Estep 
Score: -23863460.000000 Penalty: 5996.344238
	Iteration 110Q: 3 clusters Score -2.386346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 175258 members 
Entering Unmasked Estep 
Score: -23863460.000000 Penalty: 5996.344238
	Iteration 111F: 3 clusters Score -2.386346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (164233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164233 members 
Entering Unmasked Estep 
Score: -22205870.000000 Penalty: 2978.242432
	Iteration 0F: 2 clusters Score -2.220587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82041 members 
Mstep: Class 2 contains 82192 members 
Entering Unmasked Estep 
Score: -22099856.000000 Penalty: 5956.484863
	Iteration 0F: 3 clusters Score -2.209986e+07 nChanged 78471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82548 members 
Mstep: Class 2 contains 81685 members 
Entering Unmasked Estep 
Score: -22145358.000000 Penalty: 5956.484863
	Iteration 1F: 3 clusters Score -2.214536e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83059 members 
Mstep: Class 2 contains 81174 members 
Entering Unmasked Estep 
Score: -22146340.000000 Penalty: 5956.484863
	Iteration 2Q: 3 clusters Score -2.214634e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84014 members 
Mstep: Class 2 contains 80219 members 
Entering Unmasked Estep 
Score: -22147702.000000 Penalty: 5956.484863
	Iteration 3Q: 3 clusters Score -2.21477e+07 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85523 members 
Mstep: Class 2 contains 78710 members 
Entering Unmasked Estep 
Score: -22149572.000000 Penalty: 5956.484863
	Iteration 4Q: 3 clusters Score -2.214957e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87937 members 
Mstep: Class 2 contains 76296 members 
Entering Unmasked Estep 
Score: -22151712.000000 Penalty: 5956.484863
	Iteration 5Q: 3 clusters Score -2.215171e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91109 members 
Mstep: Class 2 contains 73124 members 
Entering Unmasked Estep 
Score: -22154668.000000 Penalty: 5956.484863
	Iteration 6Q: 3 clusters Score -2.215467e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95112 members 
Mstep: Class 2 contains 69121 members 
Entering Unmasked Estep 
Score: -22158124.000000 Penalty: 5956.484863
	Iteration 7F: 3 clusters Score -2.215812e+07 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99944 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -22161790.000000 Penalty: 5956.484863
	Iteration 8F: 3 clusters Score -2.216179e+07 nChanged 8776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105634 members 
Mstep: Class 2 contains 58599 members 
Entering Unmasked Estep 
Score: -22165660.000000 Penalty: 5956.484863
	Iteration 9F: 3 clusters Score -2.216566e+07 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112036 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -22169764.000000 Penalty: 5956.484863
	Iteration 10F: 3 clusters Score -2.216976e+07 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119627 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -22174190.000000 Penalty: 5956.484863
	Iteration 11F: 3 clusters Score -2.217419e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128174 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -22179414.000000 Penalty: 5956.484863
	Iteration 12F: 3 clusters Score -2.217941e+07 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137095 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -22185384.000000 Penalty: 5956.484863
	Iteration 13F: 3 clusters Score -2.218538e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145702 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -22191902.000000 Penalty: 5956.484863
	Iteration 14F: 3 clusters Score -2.21919e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153093 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -22197448.000000 Penalty: 5956.484863
	Iteration 15Q: 3 clusters Score -2.219745e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158462 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -22201016.000000 Penalty: 5956.484863
	Iteration 16Q: 3 clusters Score -2.220102e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161532 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -22202382.000000 Penalty: 5956.484863
	Iteration 17Q: 3 clusters Score -2.220238e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162923 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -22202914.000000 Penalty: 5956.484863
	Iteration 18Q: 3 clusters Score -2.220291e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163471 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -22203124.000000 Penalty: 5956.484863
	Iteration 19Q: 3 clusters Score -2.220312e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163703 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -22203296.000000 Penalty: 5956.484863
	Iteration 20F: 3 clusters Score -2.22033e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163798 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -22203332.000000 Penalty: 5956.484863
	Iteration 21Q: 3 clusters Score -2.220333e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163849 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -22203414.000000 Penalty: 5956.484863
	Iteration 22Q: 3 clusters Score -2.220341e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163871 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -22203402.000000 Penalty: 5956.484863
	Iteration 23Q: 3 clusters Score -2.22034e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163887 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -22203394.000000 Penalty: 5956.484863
	Iteration 24Q: 3 clusters Score -2.220339e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163892 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -22203428.000000 Penalty: 5956.484863
	Iteration 25Q: 3 clusters Score -2.220343e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163901 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -22203446.000000 Penalty: 5956.484863
	Iteration 26Q: 3 clusters Score -2.220345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163901 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -22203460.000000 Penalty: 5956.484863
	Iteration 27Q: 3 clusters Score -2.220346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163902 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -22203468.000000 Penalty: 5956.484863
	Iteration 28Q: 3 clusters Score -2.220347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163903 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -22203474.000000 Penalty: 5956.484863
	Iteration 29Q: 3 clusters Score -2.220347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163901 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -22203472.000000 Penalty: 5956.484863
	Iteration 30Q: 3 clusters Score -2.220347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163902 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -22203488.000000 Penalty: 5956.484863
	Iteration 31Q: 3 clusters Score -2.220349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163903 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -22203476.000000 Penalty: 5956.484863
	Iteration 32Q: 3 clusters Score -2.220348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163903 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -22203476.000000 Penalty: 5956.484863
	Iteration 33F: 3 clusters Score -2.220348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -30398.228516 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -30398.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29245.681641 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -29245.68 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29633.058594 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -29633.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29880.925781 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -29880.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30037.292969 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -30037.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30134.912109 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -30134.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30210.271484 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -30210.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30255.615234 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -30255.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30289.669922 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -30289.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -30399.171875 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -30399.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30535.169922 Penalty: 2845.339844
	Iteration 9Q: 3 clusters Score -30535.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30640.976562 Penalty: 2845.339844
	Iteration 10Q: 3 clusters Score -30640.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30672.736328 Penalty: 2845.339844
	Iteration 11Q: 3 clusters Score -30672.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30705.890625 Penalty: 2845.339844
	Iteration 12Q: 3 clusters Score -30705.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30722.072266 Penalty: 2845.339844
	Iteration 13Q: 3 clusters Score -30722.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30722.529297 Penalty: 2845.339844
	Iteration 14F: 3 clusters Score -30722.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30729.126953 Penalty: 2845.339844
	Iteration 15Q: 3 clusters Score -30729.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30729.126953 Penalty: 2845.339844
	Iteration 16F: 3 clusters Score -30729.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91645 members 
Mstep: Class 2 contains 49498 members 
Mstep: Class 3 contains 7030 members 
Mstep: Class 4 contains 177976 members 
Mstep: Class 5 contains 164233 members 
Mstep: Class 6 contains 165 members 
Mstep: Class 7 contains 181077 members 
Mstep: Class 8 contains 49422 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40107 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 60992 members 
Mstep: Class 16 contains 25585 members 
Mstep: Class 17 contains 40281 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79746 members 
Mstep: Class 21 contains 64134 members 
Mstep: Class 22 contains 165916 members 
Mstep: Class 23 contains 175478 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 145 members 
Entering Unmasked Estep 
Score: -180476912.000000 Penalty: 87655.367188
Splitting cluster 6 changes total score from -180478336.000000 to -180476912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (181077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181077 members 
Entering Unmasked Estep 
Score: -24134130.000000 Penalty: 3002.456055
	Iteration 0F: 2 clusters Score -2.413413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90871 members 
Mstep: Class 2 contains 90206 members 
Entering Unmasked Estep 
Score: -24017752.000000 Penalty: 6004.912109
	Iteration 0F: 3 clusters Score -2.401775e+07 nChanged 86800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95455 members 
Mstep: Class 2 contains 85622 members 
Entering Unmasked Estep 
Score: -24068854.000000 Penalty: 6004.912109
	Iteration 1F: 3 clusters Score -2.406885e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97952 members 
Mstep: Class 2 contains 83125 members 
Entering Unmasked Estep 
Score: -24070234.000000 Penalty: 6004.912109
	Iteration 2Q: 3 clusters Score -2.407023e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101604 members 
Mstep: Class 2 contains 79473 members 
Entering Unmasked Estep 
Score: -24072810.000000 Penalty: 6004.912109
	Iteration 3Q: 3 clusters Score -2.407281e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106733 members 
Mstep: Class 2 contains 74344 members 
Entering Unmasked Estep 
Score: -24077056.000000 Penalty: 6004.912109
	Iteration 4Q: 3 clusters Score -2.407706e+07 nChanged 9529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113494 members 
Mstep: Class 2 contains 67583 members 
Entering Unmasked Estep 
Score: -24084030.000000 Penalty: 6004.912109
	Iteration 5F: 3 clusters Score -2.408403e+07 nChanged 11399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121551 members 
Mstep: Class 2 contains 59526 members 
Entering Unmasked Estep 
Score: -24093454.000000 Penalty: 6004.912109
	Iteration 6F: 3 clusters Score -2.409345e+07 nChanged 11660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129887 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -24102948.000000 Penalty: 6004.912109
	Iteration 7F: 3 clusters Score -2.410295e+07 nChanged 10558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137839 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -24111440.000000 Penalty: 6004.912109
	Iteration 8F: 3 clusters Score -2.411144e+07 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145195 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -24117452.000000 Penalty: 6004.912109
	Iteration 9Q: 3 clusters Score -2.411745e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151827 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -24122168.000000 Penalty: 6004.912109
	Iteration 10Q: 3 clusters Score -2.412217e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157598 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -24125404.000000 Penalty: 6004.912109
	Iteration 11Q: 3 clusters Score -2.41254e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162385 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -24127930.000000 Penalty: 6004.912109
	Iteration 12Q: 3 clusters Score -2.412793e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166221 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -24129470.000000 Penalty: 6004.912109
	Iteration 13Q: 3 clusters Score -2.412947e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169155 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -24130348.000000 Penalty: 6004.912109
	Iteration 14Q: 3 clusters Score -2.413035e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171385 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -24131012.000000 Penalty: 6004.912109
	Iteration 15Q: 3 clusters Score -2.413101e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173026 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -24131368.000000 Penalty: 6004.912109
	Iteration 16Q: 3 clusters Score -2.413137e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174223 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -24131614.000000 Penalty: 6004.912109
	Iteration 17Q: 3 clusters Score -2.413161e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175149 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -24131882.000000 Penalty: 6004.912109
	Iteration 18Q: 3 clusters Score -2.413188e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175791 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -24132076.000000 Penalty: 6004.912109
	Iteration 19Q: 3 clusters Score -2.413208e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176283 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -24132118.000000 Penalty: 6004.912109
	Iteration 20F: 3 clusters Score -2.413212e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176709 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -24132264.000000 Penalty: 6004.912109
	Iteration 21Q: 3 clusters Score -2.413226e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177018 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -24132332.000000 Penalty: 6004.912109
	Iteration 22Q: 3 clusters Score -2.413233e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177243 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -24132378.000000 Penalty: 6004.912109
	Iteration 23Q: 3 clusters Score -2.413238e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177430 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -24132504.000000 Penalty: 6004.912109
	Iteration 24Q: 3 clusters Score -2.41325e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177554 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -24132552.000000 Penalty: 6004.912109
	Iteration 25Q: 3 clusters Score -2.413255e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177657 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -24132594.000000 Penalty: 6004.912109
	Iteration 26Q: 3 clusters Score -2.413259e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177740 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -24132628.000000 Penalty: 6004.912109
	Iteration 27Q: 3 clusters Score -2.413263e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177798 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -24132694.000000 Penalty: 6004.912109
	Iteration 28Q: 3 clusters Score -2.413269e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177868 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -24132712.000000 Penalty: 6004.912109
	Iteration 29Q: 3 clusters Score -2.413271e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177943 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -24132750.000000 Penalty: 6004.912109
	Iteration 30Q: 3 clusters Score -2.413275e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177992 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -24132762.000000 Penalty: 6004.912109
	Iteration 31Q: 3 clusters Score -2.413276e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178031 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -24132752.000000 Penalty: 6004.912109
	Iteration 32Q: 3 clusters Score -2.413275e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178063 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -24132816.000000 Penalty: 6004.912109
	Iteration 33Q: 3 clusters Score -2.413282e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178086 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -24132828.000000 Penalty: 6004.912109
	Iteration 34Q: 3 clusters Score -2.413283e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178113 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -24132824.000000 Penalty: 6004.912109
	Iteration 35Q: 3 clusters Score -2.413282e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178135 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -24132852.000000 Penalty: 6004.912109
	Iteration 36Q: 3 clusters Score -2.413285e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178144 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -24132836.000000 Penalty: 6004.912109
	Iteration 37Q: 3 clusters Score -2.413284e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178157 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -24132818.000000 Penalty: 6004.912109
	Iteration 38Q: 3 clusters Score -2.413282e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178168 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -24132876.000000 Penalty: 6004.912109
	Iteration 39Q: 3 clusters Score -2.413288e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178171 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -24132892.000000 Penalty: 6004.912109
	Iteration 40F: 3 clusters Score -2.413289e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178173 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -24132856.000000 Penalty: 6004.912109
	Iteration 41Q: 3 clusters Score -2.413286e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178179 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -24132878.000000 Penalty: 6004.912109
	Iteration 42Q: 3 clusters Score -2.413288e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178186 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -24132908.000000 Penalty: 6004.912109
	Iteration 43Q: 3 clusters Score -2.413291e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178193 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -24132944.000000 Penalty: 6004.912109
	Iteration 44Q: 3 clusters Score -2.413294e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178202 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -24132912.000000 Penalty: 6004.912109
	Iteration 45Q: 3 clusters Score -2.413291e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178209 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -24132952.000000 Penalty: 6004.912109
	Iteration 46Q: 3 clusters Score -2.413295e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178218 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -24132968.000000 Penalty: 6004.912109
	Iteration 47Q: 3 clusters Score -2.413297e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178234 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -24132956.000000 Penalty: 6004.912109
	Iteration 48Q: 3 clusters Score -2.413296e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178239 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -24132968.000000 Penalty: 6004.912109
	Iteration 49Q: 3 clusters Score -2.413297e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178247 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -24132974.000000 Penalty: 6004.912109
	Iteration 50Q: 3 clusters Score -2.413297e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178253 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -24132964.000000 Penalty: 6004.912109
	Iteration 51Q: 3 clusters Score -2.413296e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178259 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -24132954.000000 Penalty: 6004.912109
	Iteration 52Q: 3 clusters Score -2.413295e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178269 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -24132922.000000 Penalty: 6004.912109
	Iteration 53Q: 3 clusters Score -2.413292e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178266 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -24132940.000000 Penalty: 6004.912109
	Iteration 54Q: 3 clusters Score -2.413294e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178260 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -24132920.000000 Penalty: 6004.912109
	Iteration 55Q: 3 clusters Score -2.413292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178264 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -24132936.000000 Penalty: 6004.912109
	Iteration 56Q: 3 clusters Score -2.413294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178265 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -24132946.000000 Penalty: 6004.912109
	Iteration 57Q: 3 clusters Score -2.413295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178267 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -24132942.000000 Penalty: 6004.912109
	Iteration 58Q: 3 clusters Score -2.413294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178266 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -24132940.000000 Penalty: 6004.912109
	Iteration 59Q: 3 clusters Score -2.413294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178270 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -24132944.000000 Penalty: 6004.912109
	Iteration 60F: 3 clusters Score -2.413294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178271 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -24132942.000000 Penalty: 6004.912109
	Iteration 61Q: 3 clusters Score -2.413294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178271 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -24132954.000000 Penalty: 6004.912109
	Iteration 62Q: 3 clusters Score -2.413295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178278 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -24132948.000000 Penalty: 6004.912109
	Iteration 63Q: 3 clusters Score -2.413295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178277 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -24132948.000000 Penalty: 6004.912109
	Iteration 64Q: 3 clusters Score -2.413295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178279 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -24132946.000000 Penalty: 6004.912109
	Iteration 65Q: 3 clusters Score -2.413295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178281 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -24132950.000000 Penalty: 6004.912109
	Iteration 66Q: 3 clusters Score -2.413295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178283 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -24132962.000000 Penalty: 6004.912109
	Iteration 67Q: 3 clusters Score -2.413296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178285 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -24132950.000000 Penalty: 6004.912109
	Iteration 68Q: 3 clusters Score -2.413295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178284 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -24132928.000000 Penalty: 6004.912109
	Iteration 69Q: 3 clusters Score -2.413293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178283 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -24132960.000000 Penalty: 6004.912109
	Iteration 70Q: 3 clusters Score -2.413296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178285 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -24132948.000000 Penalty: 6004.912109
	Iteration 71Q: 3 clusters Score -2.413295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178291 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -24132942.000000 Penalty: 6004.912109
	Iteration 72Q: 3 clusters Score -2.413294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178291 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -24132974.000000 Penalty: 6004.912109
	Iteration 73Q: 3 clusters Score -2.413297e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178295 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -24132962.000000 Penalty: 6004.912109
	Iteration 74Q: 3 clusters Score -2.413296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178296 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -24132946.000000 Penalty: 6004.912109
	Iteration 75Q: 3 clusters Score -2.413295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178295 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -24132946.000000 Penalty: 6004.912109
	Iteration 76Q: 3 clusters Score -2.413295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178294 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -24132952.000000 Penalty: 6004.912109
	Iteration 77Q: 3 clusters Score -2.413295e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178294 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -24132952.000000 Penalty: 6004.912109
	Iteration 78F: 3 clusters Score -2.413295e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (49422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Entering Unmasked Estep 
Score: -6641962.000000 Penalty: 2680.421387
	Iteration 0F: 2 clusters Score -6641962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -6608820.500000 Penalty: 5360.842773
	Iteration 0F: 3 clusters Score -6608820 nChanged 22820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -6621699.000000 Penalty: 5360.842773
	Iteration 1F: 3 clusters Score -6621699 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -6622828.000000 Penalty: 5360.842773
	Iteration 2Q: 3 clusters Score -6622828 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -6624591.500000 Penalty: 5360.842773
	Iteration 3F: 3 clusters Score -6624592 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -6627027.000000 Penalty: 5360.842773
	Iteration 4F: 3 clusters Score -6627027 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -6629363.000000 Penalty: 5360.842773
	Iteration 5F: 3 clusters Score -6629363 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -6631333.000000 Penalty: 5360.842773
	Iteration 6F: 3 clusters Score -6631333 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -6633005.000000 Penalty: 5360.842773
	Iteration 7F: 3 clusters Score -6633005 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -6634310.500000 Penalty: 5360.842773
	Iteration 8Q: 3 clusters Score -6634310 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -6635579.500000 Penalty: 5360.842773
	Iteration 9Q: 3 clusters Score -6635580 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -6636660.500000 Penalty: 5360.842773
	Iteration 10Q: 3 clusters Score -6636660 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -6637460.500000 Penalty: 5360.842773
	Iteration 11Q: 3 clusters Score -6637460 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -6637824.000000 Penalty: 5360.842773
	Iteration 12Q: 3 clusters Score -6637824 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -6638140.000000 Penalty: 5360.842773
	Iteration 13Q: 3 clusters Score -6638140 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -6638327.500000 Penalty: 5360.842773
	Iteration 14Q: 3 clusters Score -6638328 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -6638508.500000 Penalty: 5360.842773
	Iteration 15Q: 3 clusters Score -6638508 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -6638697.500000 Penalty: 5360.842773
	Iteration 16Q: 3 clusters Score -6638698 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -6638837.000000 Penalty: 5360.842773
	Iteration 17Q: 3 clusters Score -6638837 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -6638965.000000 Penalty: 5360.842773
	Iteration 18Q: 3 clusters Score -6638965 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -6639075.000000 Penalty: 5360.842773
	Iteration 19Q: 3 clusters Score -6639075 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -6639203.000000 Penalty: 5360.842773
	Iteration 20F: 3 clusters Score -6639203 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -6639314.500000 Penalty: 5360.842773
	Iteration 21Q: 3 clusters Score -6639314 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -6639446.000000 Penalty: 5360.842773
	Iteration 22Q: 3 clusters Score -6639446 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -6639541.000000 Penalty: 5360.842773
	Iteration 23Q: 3 clusters Score -6639541 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -6639659.000000 Penalty: 5360.842773
	Iteration 24Q: 3 clusters Score -6639659 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -6639717.000000 Penalty: 5360.842773
	Iteration 25Q: 3 clusters Score -6639717 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -6639815.000000 Penalty: 5360.842773
	Iteration 26Q: 3 clusters Score -6639815 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -6639913.000000 Penalty: 5360.842773
	Iteration 27Q: 3 clusters Score -6639913 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -6639960.500000 Penalty: 5360.842773
	Iteration 28Q: 3 clusters Score -6639960 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -6640018.000000 Penalty: 5360.842773
	Iteration 29Q: 3 clusters Score -6640018 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -6640095.500000 Penalty: 5360.842773
	Iteration 30Q: 3 clusters Score -6640096 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -6640155.500000 Penalty: 5360.842773
	Iteration 31Q: 3 clusters Score -6640156 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -6640189.000000 Penalty: 5360.842773
	Iteration 32Q: 3 clusters Score -6640189 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -6640216.500000 Penalty: 5360.842773
	Iteration 33Q: 3 clusters Score -6640216 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -6640239.500000 Penalty: 5360.842773
	Iteration 34Q: 3 clusters Score -6640240 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -6640260.500000 Penalty: 5360.842773
	Iteration 35Q: 3 clusters Score -6640260 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -6640276.000000 Penalty: 5360.842773
	Iteration 36Q: 3 clusters Score -6640276 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -6640290.500000 Penalty: 5360.842773
	Iteration 37Q: 3 clusters Score -6640290 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -6640313.000000 Penalty: 5360.842773
	Iteration 38Q: 3 clusters Score -6640313 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -6640309.000000 Penalty: 5360.842773
	Iteration 39Q: 3 clusters Score -6640309 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -6640347.000000 Penalty: 5360.842773
	Iteration 40F: 3 clusters Score -6640347 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -6640366.500000 Penalty: 5360.842773
	Iteration 41Q: 3 clusters Score -6640366 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -6640388.000000 Penalty: 5360.842773
	Iteration 42Q: 3 clusters Score -6640388 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -6640396.000000 Penalty: 5360.842773
	Iteration 43Q: 3 clusters Score -6640396 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -6640431.000000 Penalty: 5360.842773
	Iteration 44Q: 3 clusters Score -6640431 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -6640442.500000 Penalty: 5360.842773
	Iteration 45Q: 3 clusters Score -6640442 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -6640437.500000 Penalty: 5360.842773
	Iteration 46Q: 3 clusters Score -6640438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -6640450.500000 Penalty: 5360.842773
	Iteration 47Q: 3 clusters Score -6640450 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -6640451.000000 Penalty: 5360.842773
	Iteration 48Q: 3 clusters Score -6640451 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -6640451.500000 Penalty: 5360.842773
	Iteration 49Q: 3 clusters Score -6640452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -6640467.500000 Penalty: 5360.842773
	Iteration 50Q: 3 clusters Score -6640468 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -6640479.500000 Penalty: 5360.842773
	Iteration 51Q: 3 clusters Score -6640480 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -6640476.000000 Penalty: 5360.842773
	Iteration 52Q: 3 clusters Score -6640476 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -6640476.000000 Penalty: 5360.842773
	Iteration 53Q: 3 clusters Score -6640476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -6640481.500000 Penalty: 5360.842773
	Iteration 54Q: 3 clusters Score -6640482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -6640478.000000 Penalty: 5360.842773
	Iteration 55Q: 3 clusters Score -6640478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -6640475.500000 Penalty: 5360.842773
	Iteration 56Q: 3 clusters Score -6640476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -6640480.500000 Penalty: 5360.842773
	Iteration 57Q: 3 clusters Score -6640480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -6640484.500000 Penalty: 5360.842773
	Iteration 58Q: 3 clusters Score -6640484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -6640501.500000 Penalty: 5360.842773
	Iteration 59Q: 3 clusters Score -6640502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -6640502.000000 Penalty: 5360.842773
	Iteration 60F: 3 clusters Score -6640502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -6640515.500000 Penalty: 5360.842773
	Iteration 61Q: 3 clusters Score -6640516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -6640506.500000 Penalty: 5360.842773
	Iteration 62Q: 3 clusters Score -6640506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -6640509.500000 Penalty: 5360.842773
	Iteration 63Q: 3 clusters Score -6640510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -6640505.500000 Penalty: 5360.842773
	Iteration 64Q: 3 clusters Score -6640506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -6640506.000000 Penalty: 5360.842773
	Iteration 65Q: 3 clusters Score -6640506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -6640504.000000 Penalty: 5360.842773
	Iteration 66Q: 3 clusters Score -6640504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -6640514.000000 Penalty: 5360.842773
	Iteration 67Q: 3 clusters Score -6640514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -6640518.000000 Penalty: 5360.842773
	Iteration 68Q: 3 clusters Score -6640518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -6640513.500000 Penalty: 5360.842773
	Iteration 69Q: 3 clusters Score -6640514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -6640523.500000 Penalty: 5360.842773
	Iteration 70Q: 3 clusters Score -6640524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -6640524.500000 Penalty: 5360.842773
	Iteration 71Q: 3 clusters Score -6640524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -6640527.500000 Penalty: 5360.842773
	Iteration 72Q: 3 clusters Score -6640528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -6640526.500000 Penalty: 5360.842773
	Iteration 73Q: 3 clusters Score -6640526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -6640539.500000 Penalty: 5360.842773
	Iteration 74Q: 3 clusters Score -6640540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -6640542.500000 Penalty: 5360.842773
	Iteration 75Q: 3 clusters Score -6640542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -6640533.500000 Penalty: 5360.842773
	Iteration 76Q: 3 clusters Score -6640534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -6640534.500000 Penalty: 5360.842773
	Iteration 77Q: 3 clusters Score -6640534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -6640541.000000 Penalty: 5360.842773
	Iteration 78Q: 3 clusters Score -6640541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -6640546.000000 Penalty: 5360.842773
	Iteration 79Q: 3 clusters Score -6640546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -6640541.500000 Penalty: 5360.842773
	Iteration 80F: 3 clusters Score -6640542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -6640547.500000 Penalty: 5360.842773
	Iteration 81Q: 3 clusters Score -6640548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -6640541.500000 Penalty: 5360.842773
	Iteration 82Q: 3 clusters Score -6640542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -6640549.000000 Penalty: 5360.842773
	Iteration 83Q: 3 clusters Score -6640549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -6640553.500000 Penalty: 5360.842773
	Iteration 84Q: 3 clusters Score -6640554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -6640554.000000 Penalty: 5360.842773
	Iteration 85Q: 3 clusters Score -6640554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -6640558.500000 Penalty: 5360.842773
	Iteration 86Q: 3 clusters Score -6640558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -6640558.500000 Penalty: 5360.842773
	Iteration 87F: 3 clusters Score -6640558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Entering Unmasked Estep 
Score: -348611.500000 Penalty: 1956.492920
	Iteration 0F: 2 clusters Score -348611.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -345540.562500 Penalty: 3912.985840
	Iteration 0F: 3 clusters Score -345540.6 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -346234.187500 Penalty: 3912.985840
	Iteration 1F: 3 clusters Score -346234.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -346804.625000 Penalty: 3912.985840
	Iteration 2F: 3 clusters Score -346804.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -349161.500000 Penalty: 3912.985840
	Iteration 3F: 3 clusters Score -349161.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -351406.875000 Penalty: 3912.985840
	Iteration 4F: 3 clusters Score -351406.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -351979.718750 Penalty: 3912.985840
	Iteration 5F: 3 clusters Score -351979.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -352099.531250 Penalty: 3912.985840
	Iteration 6Q: 3 clusters Score -352099.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -352115.468750 Penalty: 3912.985840
	Iteration 7Q: 3 clusters Score -352115.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -352120.656250 Penalty: 3912.985840
	Iteration 8Q: 3 clusters Score -352120.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -352121.812500 Penalty: 3912.985840
	Iteration 9Q: 3 clusters Score -352121.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -352122.562500 Penalty: 3912.985840
	Iteration 10Q: 3 clusters Score -352122.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -352123.187500 Penalty: 3912.985840
	Iteration 11Q: 3 clusters Score -352123.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -352125.812500 Penalty: 3912.985840
	Iteration 12Q: 3 clusters Score -352125.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -352127.000000 Penalty: 3912.985840
	Iteration 13Q: 3 clusters Score -352127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -352128.593750 Penalty: 3912.985840
	Iteration 14Q: 3 clusters Score -352128.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -352128.687500 Penalty: 3912.985840
	Iteration 15Q: 3 clusters Score -352128.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -352129.000000 Penalty: 3912.985840
	Iteration 16Q: 3 clusters Score -352129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -352129.000000 Penalty: 3912.985840
	Iteration 17F: 3 clusters Score -352129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91645 members 
Mstep: Class 2 contains 49498 members 
Mstep: Class 3 contains 7030 members 
Mstep: Class 4 contains 177976 members 
Mstep: Class 5 contains 164233 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 181077 members 
Mstep: Class 8 contains 49422 members 
Mstep: Class 9 contains 2296 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40107 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 60992 members 
Mstep: Class 16 contains 25585 members 
Mstep: Class 17 contains 40281 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79746 members 
Mstep: Class 21 contains 64134 members 
Mstep: Class 22 contains 165916 members 
Mstep: Class 23 contains 175478 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 372 members 
Entering Unmasked Estep 
Score: -180476960.000000 Penalty: 87655.367188
Splitting cluster 9 changes total score from -180478336.000000 to -180476960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -63801.066406 Penalty: 1556.607544
	Iteration 0F: 2 clusters Score -63801.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -62251.484375 Penalty: 3113.215088
	Iteration 0F: 3 clusters Score -62251.48 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -62561.250000 Penalty: 3113.215088
	Iteration 1F: 3 clusters Score -62561.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62832.933594 Penalty: 3113.215088
	Iteration 2F: 3 clusters Score -62832.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -62974.242188 Penalty: 3113.215088
	Iteration 3F: 3 clusters Score -62974.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -63051.964844 Penalty: 3113.215088
	Iteration 4F: 3 clusters Score -63051.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -63082.539062 Penalty: 3113.215088
	Iteration 5Q: 3 clusters Score -63082.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -63128.746094 Penalty: 3113.215088
	Iteration 6Q: 3 clusters Score -63128.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -63158.757812 Penalty: 3113.215088
	Iteration 7Q: 3 clusters Score -63158.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -63186.363281 Penalty: 3113.215088
	Iteration 8Q: 3 clusters Score -63186.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -63211.675781 Penalty: 3113.215088
	Iteration 9Q: 3 clusters Score -63211.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -63224.414062 Penalty: 3113.215088
	Iteration 10Q: 3 clusters Score -63224.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -63239.429688 Penalty: 3113.215088
	Iteration 11Q: 3 clusters Score -63239.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -63249.687500 Penalty: 3113.215088
	Iteration 12Q: 3 clusters Score -63249.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -63258.597656 Penalty: 3113.215088
	Iteration 13Q: 3 clusters Score -63258.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -63274.292969 Penalty: 3113.215088
	Iteration 14Q: 3 clusters Score -63274.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -63291.816406 Penalty: 3113.215088
	Iteration 15Q: 3 clusters Score -63291.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -63296.800781 Penalty: 3113.215088
	Iteration 16Q: 3 clusters Score -63296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -63300.246094 Penalty: 3113.215088
	Iteration 17Q: 3 clusters Score -63300.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -63300.246094 Penalty: 3113.215088
	Iteration 18F: 3 clusters Score -63300.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Entering Unmasked Estep 
Score: -5333792.500000 Penalty: 2628.627930
	Iteration 0F: 2 clusters Score -5333792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -5306424.000000 Penalty: 5257.255859
	Iteration 0F: 3 clusters Score -5306424 nChanged 18461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -5316718.500000 Penalty: 5257.255859
	Iteration 1F: 3 clusters Score -5316718 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -5317407.000000 Penalty: 5257.255859
	Iteration 2Q: 3 clusters Score -5317407 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -5318206.000000 Penalty: 5257.255859
	Iteration 3Q: 3 clusters Score -5318206 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -5319117.500000 Penalty: 5257.255859
	Iteration 4Q: 3 clusters Score -5319118 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -5320025.500000 Penalty: 5257.255859
	Iteration 5Q: 3 clusters Score -5320026 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -5320965.500000 Penalty: 5257.255859
	Iteration 6Q: 3 clusters Score -5320966 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -5322072.000000 Penalty: 5257.255859
	Iteration 7F: 3 clusters Score -5322072 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -5323380.000000 Penalty: 5257.255859
	Iteration 8F: 3 clusters Score -5323380 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -5324752.000000 Penalty: 5257.255859
	Iteration 9F: 3 clusters Score -5324752 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -5325947.500000 Penalty: 5257.255859
	Iteration 10F: 3 clusters Score -5325948 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -5326856.000000 Penalty: 5257.255859
	Iteration 11Q: 3 clusters Score -5326856 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -5327353.000000 Penalty: 5257.255859
	Iteration 12Q: 3 clusters Score -5327353 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -5327694.500000 Penalty: 5257.255859
	Iteration 13Q: 3 clusters Score -5327694 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -5327955.000000 Penalty: 5257.255859
	Iteration 14Q: 3 clusters Score -5327955 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -5328205.500000 Penalty: 5257.255859
	Iteration 15Q: 3 clusters Score -5328206 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -5328470.000000 Penalty: 5257.255859
	Iteration 16Q: 3 clusters Score -5328470 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -5328708.000000 Penalty: 5257.255859
	Iteration 17Q: 3 clusters Score -5328708 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -5328923.500000 Penalty: 5257.255859
	Iteration 18Q: 3 clusters Score -5328924 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -5329168.500000 Penalty: 5257.255859
	Iteration 19Q: 3 clusters Score -5329168 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -5329377.500000 Penalty: 5257.255859
	Iteration 20F: 3 clusters Score -5329378 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -5329598.500000 Penalty: 5257.255859
	Iteration 21Q: 3 clusters Score -5329598 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -5329818.500000 Penalty: 5257.255859
	Iteration 22Q: 3 clusters Score -5329818 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -5329980.500000 Penalty: 5257.255859
	Iteration 23Q: 3 clusters Score -5329980 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -5330108.000000 Penalty: 5257.255859
	Iteration 24Q: 3 clusters Score -5330108 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -5330242.000000 Penalty: 5257.255859
	Iteration 25Q: 3 clusters Score -5330242 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -5330355.000000 Penalty: 5257.255859
	Iteration 26Q: 3 clusters Score -5330355 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -5330459.000000 Penalty: 5257.255859
	Iteration 27Q: 3 clusters Score -5330459 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -5330553.500000 Penalty: 5257.255859
	Iteration 28Q: 3 clusters Score -5330554 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -5330647.000000 Penalty: 5257.255859
	Iteration 29Q: 3 clusters Score -5330647 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -5330747.500000 Penalty: 5257.255859
	Iteration 30Q: 3 clusters Score -5330748 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -5330808.500000 Penalty: 5257.255859
	Iteration 31Q: 3 clusters Score -5330808 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -5330874.000000 Penalty: 5257.255859
	Iteration 32Q: 3 clusters Score -5330874 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -5330939.500000 Penalty: 5257.255859
	Iteration 33Q: 3 clusters Score -5330940 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -5331000.500000 Penalty: 5257.255859
	Iteration 34Q: 3 clusters Score -5331000 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -5331076.000000 Penalty: 5257.255859
	Iteration 35Q: 3 clusters Score -5331076 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -5331140.500000 Penalty: 5257.255859
	Iteration 36Q: 3 clusters Score -5331140 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -5331193.500000 Penalty: 5257.255859
	Iteration 37Q: 3 clusters Score -5331194 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -5331260.000000 Penalty: 5257.255859
	Iteration 38Q: 3 clusters Score -5331260 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -5331312.000000 Penalty: 5257.255859
	Iteration 39Q: 3 clusters Score -5331312 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -5331399.500000 Penalty: 5257.255859
	Iteration 40F: 3 clusters Score -5331400 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -5331444.000000 Penalty: 5257.255859
	Iteration 41Q: 3 clusters Score -5331444 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -5331468.500000 Penalty: 5257.255859
	Iteration 42Q: 3 clusters Score -5331468 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -5331524.500000 Penalty: 5257.255859
	Iteration 43Q: 3 clusters Score -5331524 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -5331579.000000 Penalty: 5257.255859
	Iteration 44Q: 3 clusters Score -5331579 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -5331624.000000 Penalty: 5257.255859
	Iteration 45Q: 3 clusters Score -5331624 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -5331673.000000 Penalty: 5257.255859
	Iteration 46Q: 3 clusters Score -5331673 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -5331716.000000 Penalty: 5257.255859
	Iteration 47Q: 3 clusters Score -5331716 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -5331732.500000 Penalty: 5257.255859
	Iteration 48Q: 3 clusters Score -5331732 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -5331771.000000 Penalty: 5257.255859
	Iteration 49Q: 3 clusters Score -5331771 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -5331796.000000 Penalty: 5257.255859
	Iteration 50Q: 3 clusters Score -5331796 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -5331813.000000 Penalty: 5257.255859
	Iteration 51Q: 3 clusters Score -5331813 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -5331848.000000 Penalty: 5257.255859
	Iteration 52Q: 3 clusters Score -5331848 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -5331892.500000 Penalty: 5257.255859
	Iteration 53Q: 3 clusters Score -5331892 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -5331929.000000 Penalty: 5257.255859
	Iteration 54Q: 3 clusters Score -5331929 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -5331966.500000 Penalty: 5257.255859
	Iteration 55Q: 3 clusters Score -5331966 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -5331979.500000 Penalty: 5257.255859
	Iteration 56Q: 3 clusters Score -5331980 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -5331997.000000 Penalty: 5257.255859
	Iteration 57Q: 3 clusters Score -5331997 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -5332001.500000 Penalty: 5257.255859
	Iteration 58Q: 3 clusters Score -5332002 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -5332004.500000 Penalty: 5257.255859
	Iteration 59Q: 3 clusters Score -5332004 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -5332009.000000 Penalty: 5257.255859
	Iteration 60F: 3 clusters Score -5332009 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -5332016.000000 Penalty: 5257.255859
	Iteration 61Q: 3 clusters Score -5332016 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -5332025.000000 Penalty: 5257.255859
	Iteration 62Q: 3 clusters Score -5332025 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -5332034.500000 Penalty: 5257.255859
	Iteration 63Q: 3 clusters Score -5332034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -5332035.500000 Penalty: 5257.255859
	Iteration 64Q: 3 clusters Score -5332036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -5332044.500000 Penalty: 5257.255859
	Iteration 65Q: 3 clusters Score -5332044 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -5332079.500000 Penalty: 5257.255859
	Iteration 66Q: 3 clusters Score -5332080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -5332074.500000 Penalty: 5257.255859
	Iteration 67Q: 3 clusters Score -5332074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -5332089.500000 Penalty: 5257.255859
	Iteration 68Q: 3 clusters Score -5332090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -5332093.500000 Penalty: 5257.255859
	Iteration 69Q: 3 clusters Score -5332094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -5332093.000000 Penalty: 5257.255859
	Iteration 70Q: 3 clusters Score -5332093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -5332096.500000 Penalty: 5257.255859
	Iteration 71Q: 3 clusters Score -5332096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -5332107.500000 Penalty: 5257.255859
	Iteration 72Q: 3 clusters Score -5332108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -5332112.000000 Penalty: 5257.255859
	Iteration 73Q: 3 clusters Score -5332112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -5332126.000000 Penalty: 5257.255859
	Iteration 74Q: 3 clusters Score -5332126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -5332121.500000 Penalty: 5257.255859
	Iteration 75Q: 3 clusters Score -5332122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -5332122.000000 Penalty: 5257.255859
	Iteration 76Q: 3 clusters Score -5332122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -5332135.500000 Penalty: 5257.255859
	Iteration 77Q: 3 clusters Score -5332136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -5332141.000000 Penalty: 5257.255859
	Iteration 78Q: 3 clusters Score -5332141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -5332138.000000 Penalty: 5257.255859
	Iteration 79Q: 3 clusters Score -5332138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -5332151.000000 Penalty: 5257.255859
	Iteration 80F: 3 clusters Score -5332151 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -5332156.000000 Penalty: 5257.255859
	Iteration 81Q: 3 clusters Score -5332156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -5332151.000000 Penalty: 5257.255859
	Iteration 82Q: 3 clusters Score -5332151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -5332160.500000 Penalty: 5257.255859
	Iteration 83Q: 3 clusters Score -5332160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -5332150.000000 Penalty: 5257.255859
	Iteration 84Q: 3 clusters Score -5332150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -5332161.000000 Penalty: 5257.255859
	Iteration 85Q: 3 clusters Score -5332161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -5332168.000000 Penalty: 5257.255859
	Iteration 86Q: 3 clusters Score -5332168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -5332161.500000 Penalty: 5257.255859
	Iteration 87Q: 3 clusters Score -5332162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -5332164.500000 Penalty: 5257.255859
	Iteration 88Q: 3 clusters Score -5332164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -5332166.000000 Penalty: 5257.255859
	Iteration 89Q: 3 clusters Score -5332166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -5332167.000000 Penalty: 5257.255859
	Iteration 90Q: 3 clusters Score -5332167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -5332168.500000 Penalty: 5257.255859
	Iteration 91Q: 3 clusters Score -5332168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -5332170.500000 Penalty: 5257.255859
	Iteration 92Q: 3 clusters Score -5332170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -5332174.500000 Penalty: 5257.255859
	Iteration 93Q: 3 clusters Score -5332174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -5332170.500000 Penalty: 5257.255859
	Iteration 94Q: 3 clusters Score -5332170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -5332171.500000 Penalty: 5257.255859
	Iteration 95Q: 3 clusters Score -5332172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -5332170.000000 Penalty: 5257.255859
	Iteration 96Q: 3 clusters Score -5332170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -5332172.000000 Penalty: 5257.255859
	Iteration 97Q: 3 clusters Score -5332172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -5332170.000000 Penalty: 5257.255859
	Iteration 98Q: 3 clusters Score -5332170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -5332173.500000 Penalty: 5257.255859
	Iteration 99Q: 3 clusters Score -5332174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -5332175.500000 Penalty: 5257.255859
	Iteration 100F: 3 clusters Score -5332176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -5332164.000000 Penalty: 5257.255859
	Iteration 101Q: 3 clusters Score -5332164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -5332170.500000 Penalty: 5257.255859
	Iteration 102Q: 3 clusters Score -5332170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -5332175.500000 Penalty: 5257.255859
	Iteration 103Q: 3 clusters Score -5332176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -5332175.000000 Penalty: 5257.255859
	Iteration 104Q: 3 clusters Score -5332175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -5332175.000000 Penalty: 5257.255859
	Iteration 105Q: 3 clusters Score -5332175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -5332175.000000 Penalty: 5257.255859
	Iteration 106F: 3 clusters Score -5332175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -103364.484375 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -103364.5 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 405 members 
Entering Unmasked Estep 
Score: -101573.523438 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -101573.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -101828.648438 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -101828.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -101918.242188 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -101918.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101976.343750 Penalty: 3343.297607
	Iteration 3Q: 3 clusters Score -101976.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -102009.515625 Penalty: 3343.297607
	Iteration 4Q: 3 clusters Score -102009.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -102022.460938 Penalty: 3343.297607
	Iteration 5Q: 3 clusters Score -102022.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -102035.796875 Penalty: 3343.297607
	Iteration 6Q: 3 clusters Score -102035.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -102044.171875 Penalty: 3343.297607
	Iteration 7Q: 3 clusters Score -102044.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -102048.203125 Penalty: 3343.297607
	Iteration 8Q: 3 clusters Score -102048.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -102049.812500 Penalty: 3343.297607
	Iteration 9Q: 3 clusters Score -102049.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -102050.500000 Penalty: 3343.297607
	Iteration 10Q: 3 clusters Score -102050.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -102050.500000 Penalty: 3343.297607
	Iteration 11F: 3 clusters Score -102050.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -128169.953125 Penalty: 1709.375122
	Iteration 0F: 2 clusters Score -128170 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 492 members 
Entering Unmasked Estep 
Score: -126251.140625 Penalty: 3418.750244
	Iteration 0F: 3 clusters Score -126251.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -126512.429688 Penalty: 3418.750244
	Iteration 1F: 3 clusters Score -126512.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -126588.218750 Penalty: 3418.750244
	Iteration 2Q: 3 clusters Score -126588.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -126624.062500 Penalty: 3418.750244
	Iteration 3Q: 3 clusters Score -126624.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -126647.203125 Penalty: 3418.750244
	Iteration 4Q: 3 clusters Score -126647.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -126666.218750 Penalty: 3418.750244
	Iteration 5Q: 3 clusters Score -126666.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -126679.210938 Penalty: 3418.750244
	Iteration 6Q: 3 clusters Score -126679.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -126692.781250 Penalty: 3418.750244
	Iteration 7Q: 3 clusters Score -126692.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -126701.656250 Penalty: 3418.750244
	Iteration 8Q: 3 clusters Score -126701.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -126707.109375 Penalty: 3418.750244
	Iteration 9Q: 3 clusters Score -126707.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -126709.500000 Penalty: 3418.750244
	Iteration 10Q: 3 clusters Score -126709.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -126714.062500 Penalty: 3418.750244
	Iteration 11Q: 3 clusters Score -126714.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -126717.562500 Penalty: 3418.750244
	Iteration 12Q: 3 clusters Score -126717.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -126717.562500 Penalty: 3418.750244
	Iteration 13F: 3 clusters Score -126717.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Entering Unmasked Estep 
Score: -121025.640625 Penalty: 1710.630859
	Iteration 0F: 2 clusters Score -121025.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -119194.398438 Penalty: 3421.261719
	Iteration 0F: 3 clusters Score -119194.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -119577.601562 Penalty: 3421.261719
	Iteration 1F: 3 clusters Score -119577.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -119742.671875 Penalty: 3421.261719
	Iteration 2F: 3 clusters Score -119742.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -119886.562500 Penalty: 3421.261719
	Iteration 3Q: 3 clusters Score -119886.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -119987.101562 Penalty: 3421.261719
	Iteration 4Q: 3 clusters Score -119987.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -120040.789062 Penalty: 3421.261719
	Iteration 5Q: 3 clusters Score -120040.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -120085.101562 Penalty: 3421.261719
	Iteration 6Q: 3 clusters Score -120085.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -120134.757812 Penalty: 3421.261719
	Iteration 7Q: 3 clusters Score -120134.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -120185.343750 Penalty: 3421.261719
	Iteration 8Q: 3 clusters Score -120185.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -120233.304688 Penalty: 3421.261719
	Iteration 9Q: 3 clusters Score -120233.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -120274.851562 Penalty: 3421.261719
	Iteration 10Q: 3 clusters Score -120274.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -120298.640625 Penalty: 3421.261719
	Iteration 11Q: 3 clusters Score -120298.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -120311.304688 Penalty: 3421.261719
	Iteration 12Q: 3 clusters Score -120311.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -120316.835938 Penalty: 3421.261719
	Iteration 13Q: 3 clusters Score -120316.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -120317.898438 Penalty: 3421.261719
	Iteration 14Q: 3 clusters Score -120317.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -120317.898438 Penalty: 3421.261719
	Iteration 15F: 3 clusters Score -120317.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (60992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60992 members 
Entering Unmasked Estep 
Score: -8096792.500000 Penalty: 2732.587646
	Iteration 0F: 2 clusters Score -8096792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -8055778.000000 Penalty: 5465.175293
	Iteration 0F: 3 clusters Score -8055778 nChanged 28392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -8071513.000000 Penalty: 5465.175293
	Iteration 1F: 3 clusters Score -8071513 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -8072071.000000 Penalty: 5465.175293
	Iteration 2Q: 3 clusters Score -8072071 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -8072595.000000 Penalty: 5465.175293
	Iteration 3Q: 3 clusters Score -8072595 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -8073277.500000 Penalty: 5465.175293
	Iteration 4Q: 3 clusters Score -8073278 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -8074144.000000 Penalty: 5465.175293
	Iteration 5Q: 3 clusters Score -8074144 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -8075429.000000 Penalty: 5465.175293
	Iteration 6Q: 3 clusters Score -8075429 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -8077524.500000 Penalty: 5465.175293
	Iteration 7F: 3 clusters Score -8077524 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -8080555.500000 Penalty: 5465.175293
	Iteration 8F: 3 clusters Score -8080556 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -8084615.500000 Penalty: 5465.175293
	Iteration 9F: 3 clusters Score -8084616 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55295 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -8088915.000000 Penalty: 5465.175293
	Iteration 10F: 3 clusters Score -8088915 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58412 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -8092006.000000 Penalty: 5465.175293
	Iteration 11F: 3 clusters Score -8092006 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59939 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8093498.500000 Penalty: 5465.175293
	Iteration 12Q: 3 clusters Score -8093498 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60479 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8093983.500000 Penalty: 5465.175293
	Iteration 13Q: 3 clusters Score -8093984 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60632 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8094159.500000 Penalty: 5465.175293
	Iteration 14Q: 3 clusters Score -8094160 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8094271.000000 Penalty: 5465.175293
	Iteration 15Q: 3 clusters Score -8094271 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8094305.500000 Penalty: 5465.175293
	Iteration 16Q: 3 clusters Score -8094306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60737 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8094315.500000 Penalty: 5465.175293
	Iteration 17Q: 3 clusters Score -8094316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60738 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8094334.000000 Penalty: 5465.175293
	Iteration 18Q: 3 clusters Score -8094334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60739 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8094334.500000 Penalty: 5465.175293
	Iteration 19Q: 3 clusters Score -8094334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60739 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8094341.000000 Penalty: 5465.175293
	Iteration 20F: 3 clusters Score -8094341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60739 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8094338.500000 Penalty: 5465.175293
	Iteration 21Q: 3 clusters Score -8094338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60740 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8094343.500000 Penalty: 5465.175293
	Iteration 22Q: 3 clusters Score -8094344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60741 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8094345.000000 Penalty: 5465.175293
	Iteration 23Q: 3 clusters Score -8094345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60742 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8094349.500000 Penalty: 5465.175293
	Iteration 24Q: 3 clusters Score -8094350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8094350.500000 Penalty: 5465.175293
	Iteration 25Q: 3 clusters Score -8094350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8094350.500000 Penalty: 5465.175293
	Iteration 26F: 3 clusters Score -8094350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Entering Unmasked Estep 
Score: -3393167.500000 Penalty: 2517.140869
	Iteration 0F: 2 clusters Score -3393168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -3375451.500000 Penalty: 5034.281738
	Iteration 0F: 3 clusters Score -3375452 nChanged 11493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -3381681.000000 Penalty: 5034.281738
	Iteration 1F: 3 clusters Score -3381681 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -3382185.750000 Penalty: 5034.281738
	Iteration 2F: 3 clusters Score -3382186 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -3382915.250000 Penalty: 5034.281738
	Iteration 3F: 3 clusters Score -3382915 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -3384160.250000 Penalty: 5034.281738
	Iteration 4F: 3 clusters Score -3384160 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -3385869.500000 Penalty: 5034.281738
	Iteration 5F: 3 clusters Score -3385870 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -3387640.750000 Penalty: 5034.281738
	Iteration 6F: 3 clusters Score -3387641 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3389283.750000 Penalty: 5034.281738
	Iteration 7F: 3 clusters Score -3389284 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -3390510.250000 Penalty: 5034.281738
	Iteration 8F: 3 clusters Score -3390510 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -3391474.250000 Penalty: 5034.281738
	Iteration 9Q: 3 clusters Score -3391474 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -3392136.250000 Penalty: 5034.281738
	Iteration 10Q: 3 clusters Score -3392136 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -3392549.500000 Penalty: 5034.281738
	Iteration 11Q: 3 clusters Score -3392550 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -3392744.500000 Penalty: 5034.281738
	Iteration 12Q: 3 clusters Score -3392744 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -3392853.500000 Penalty: 5034.281738
	Iteration 13Q: 3 clusters Score -3392854 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -3392895.500000 Penalty: 5034.281738
	Iteration 14Q: 3 clusters Score -3392896 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -3392923.750000 Penalty: 5034.281738
	Iteration 15Q: 3 clusters Score -3392924 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -3392937.250000 Penalty: 5034.281738
	Iteration 16Q: 3 clusters Score -3392937 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -3392945.500000 Penalty: 5034.281738
	Iteration 17Q: 3 clusters Score -3392946 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -3392953.250000 Penalty: 5034.281738
	Iteration 18Q: 3 clusters Score -3392953 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -3392955.000000 Penalty: 5034.281738
	Iteration 19Q: 3 clusters Score -3392955 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -3392967.000000 Penalty: 5034.281738
	Iteration 20F: 3 clusters Score -3392967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -3392978.750000 Penalty: 5034.281738
	Iteration 21Q: 3 clusters Score -3392979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -3392985.250000 Penalty: 5034.281738
	Iteration 22Q: 3 clusters Score -3392985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -3392984.750000 Penalty: 5034.281738
	Iteration 23Q: 3 clusters Score -3392985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -3392977.750000 Penalty: 5034.281738
	Iteration 24Q: 3 clusters Score -3392978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -3392974.250000 Penalty: 5034.281738
	Iteration 25Q: 3 clusters Score -3392974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -3392976.750000 Penalty: 5034.281738
	Iteration 26Q: 3 clusters Score -3392977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -3392975.000000 Penalty: 5034.281738
	Iteration 27Q: 3 clusters Score -3392975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -3392979.250000 Penalty: 5034.281738
	Iteration 28Q: 3 clusters Score -3392979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -3392981.500000 Penalty: 5034.281738
	Iteration 29Q: 3 clusters Score -3392982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -3392983.000000 Penalty: 5034.281738
	Iteration 30Q: 3 clusters Score -3392983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -3392984.000000 Penalty: 5034.281738
	Iteration 31Q: 3 clusters Score -3392984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -3392979.250000 Penalty: 5034.281738
	Iteration 32Q: 3 clusters Score -3392979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -3392983.250000 Penalty: 5034.281738
	Iteration 33Q: 3 clusters Score -3392983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -3392983.750000 Penalty: 5034.281738
	Iteration 34Q: 3 clusters Score -3392984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -3392981.500000 Penalty: 5034.281738
	Iteration 35Q: 3 clusters Score -3392982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -3392979.500000 Penalty: 5034.281738
	Iteration 36Q: 3 clusters Score -3392980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -3392980.250000 Penalty: 5034.281738
	Iteration 37Q: 3 clusters Score -3392980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -3392981.750000 Penalty: 5034.281738
	Iteration 38Q: 3 clusters Score -3392982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -3392980.500000 Penalty: 5034.281738
	Iteration 39Q: 3 clusters Score -3392980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -3392978.250000 Penalty: 5034.281738
	Iteration 40F: 3 clusters Score -3392978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -3392981.250000 Penalty: 5034.281738
	Iteration 41Q: 3 clusters Score -3392981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -3392981.250000 Penalty: 5034.281738
	Iteration 42Q: 3 clusters Score -3392981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -3392982.500000 Penalty: 5034.281738
	Iteration 43Q: 3 clusters Score -3392982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -3392982.500000 Penalty: 5034.281738
	Iteration 44F: 3 clusters Score -3392982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Entering Unmasked Estep 
Score: -5377174.000000 Penalty: 2629.701416
	Iteration 0F: 2 clusters Score -5377174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -5349849.000000 Penalty: 5259.402832
	Iteration 0F: 3 clusters Score -5349849 nChanged 18455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -5360039.000000 Penalty: 5259.402832
	Iteration 1F: 3 clusters Score -5360039 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -5360417.500000 Penalty: 5259.402832
	Iteration 2Q: 3 clusters Score -5360418 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -5360740.000000 Penalty: 5259.402832
	Iteration 3Q: 3 clusters Score -5360740 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -5361083.500000 Penalty: 5259.402832
	Iteration 4Q: 3 clusters Score -5361084 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -5361460.000000 Penalty: 5259.402832
	Iteration 5Q: 3 clusters Score -5361460 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -5361960.000000 Penalty: 5259.402832
	Iteration 6Q: 3 clusters Score -5361960 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -5362611.500000 Penalty: 5259.402832
	Iteration 7Q: 3 clusters Score -5362612 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -5363648.500000 Penalty: 5259.402832
	Iteration 8Q: 3 clusters Score -5363648 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -5365228.000000 Penalty: 5259.402832
	Iteration 9F: 3 clusters Score -5365228 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -5367389.000000 Penalty: 5259.402832
	Iteration 10F: 3 clusters Score -5367389 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -5369913.500000 Penalty: 5259.402832
	Iteration 11F: 3 clusters Score -5369914 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -5372142.500000 Penalty: 5259.402832
	Iteration 12F: 3 clusters Score -5372142 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -5373742.500000 Penalty: 5259.402832
	Iteration 13Q: 3 clusters Score -5373742 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -5374604.000000 Penalty: 5259.402832
	Iteration 14Q: 3 clusters Score -5374604 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -5374997.500000 Penalty: 5259.402832
	Iteration 15Q: 3 clusters Score -5374998 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -5375170.500000 Penalty: 5259.402832
	Iteration 16Q: 3 clusters Score -5375170 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -5375271.500000 Penalty: 5259.402832
	Iteration 17Q: 3 clusters Score -5375272 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -5375295.500000 Penalty: 5259.402832
	Iteration 18Q: 3 clusters Score -5375296 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5375318.000000 Penalty: 5259.402832
	Iteration 19Q: 3 clusters Score -5375318 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -5375346.000000 Penalty: 5259.402832
	Iteration 20F: 3 clusters Score -5375346 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -5375370.500000 Penalty: 5259.402832
	Iteration 21Q: 3 clusters Score -5375370 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -5375384.000000 Penalty: 5259.402832
	Iteration 22Q: 3 clusters Score -5375384 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -5375394.500000 Penalty: 5259.402832
	Iteration 23Q: 3 clusters Score -5375394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -5375402.500000 Penalty: 5259.402832
	Iteration 24Q: 3 clusters Score -5375402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5375404.000000 Penalty: 5259.402832
	Iteration 25Q: 3 clusters Score -5375404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -5375408.000000 Penalty: 5259.402832
	Iteration 26Q: 3 clusters Score -5375408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -5375416.500000 Penalty: 5259.402832
	Iteration 27Q: 3 clusters Score -5375416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5375415.500000 Penalty: 5259.402832
	Iteration 28Q: 3 clusters Score -5375416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -5375419.500000 Penalty: 5259.402832
	Iteration 29Q: 3 clusters Score -5375420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -5375424.000000 Penalty: 5259.402832
	Iteration 30Q: 3 clusters Score -5375424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -5375422.000000 Penalty: 5259.402832
	Iteration 31Q: 3 clusters Score -5375422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -5375428.500000 Penalty: 5259.402832
	Iteration 32Q: 3 clusters Score -5375428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -5375431.000000 Penalty: 5259.402832
	Iteration 33Q: 3 clusters Score -5375431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -5375426.000000 Penalty: 5259.402832
	Iteration 34Q: 3 clusters Score -5375426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5375425.500000 Penalty: 5259.402832
	Iteration 35Q: 3 clusters Score -5375426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5375436.000000 Penalty: 5259.402832
	Iteration 36Q: 3 clusters Score -5375436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -5375439.500000 Penalty: 5259.402832
	Iteration 37Q: 3 clusters Score -5375440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5375438.000000 Penalty: 5259.402832
	Iteration 38Q: 3 clusters Score -5375438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5375440.500000 Penalty: 5259.402832
	Iteration 39Q: 3 clusters Score -5375440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5375452.500000 Penalty: 5259.402832
	Iteration 40F: 3 clusters Score -5375452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5375455.000000 Penalty: 5259.402832
	Iteration 41Q: 3 clusters Score -5375455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5375453.500000 Penalty: 5259.402832
	Iteration 42Q: 3 clusters Score -5375454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5375456.000000 Penalty: 5259.402832
	Iteration 43Q: 3 clusters Score -5375456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5375451.500000 Penalty: 5259.402832
	Iteration 44Q: 3 clusters Score -5375452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5375455.500000 Penalty: 5259.402832
	Iteration 45Q: 3 clusters Score -5375456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -5375461.500000 Penalty: 5259.402832
	Iteration 46Q: 3 clusters Score -5375462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5375462.000000 Penalty: 5259.402832
	Iteration 47Q: 3 clusters Score -5375462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5375462.000000 Penalty: 5259.402832
	Iteration 48F: 3 clusters Score -5375462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -64386.003906 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -64386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62824.257812 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -62824.26 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62994.046875 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -62994.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63032.226562 Penalty: 3092.267822
	Iteration 2Q: 3 clusters Score -63032.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63052.792969 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -63052.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63064.183594 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -63064.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63077.070312 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -63077.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63085.906250 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -63085.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -63098.894531 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -63098.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -63104.867188 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -63104.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63107.132812 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -63107.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63112.437500 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -63112.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63121.343750 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -63121.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -63121.343750 Penalty: 3092.267822
	Iteration 12F: 3 clusters Score -63121.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -41466.406250 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -41466.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40094.722656 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -40094.72 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -40204.937500 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -40204.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -40230.906250 Penalty: 2902.692383
	Iteration 2Q: 3 clusters Score -40230.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40248.542969 Penalty: 2902.692383
	Iteration 3Q: 3 clusters Score -40248.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40253.003906 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -40253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -40255.109375 Penalty: 2902.692383
	Iteration 5Q: 3 clusters Score -40255.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40258.773438 Penalty: 2902.692383
	Iteration 6Q: 3 clusters Score -40258.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40262.718750 Penalty: 2902.692383
	Iteration 7Q: 3 clusters Score -40262.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -40262.718750 Penalty: 2902.692383
	Iteration 8F: 3 clusters Score -40262.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (79746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79746 members 
Entering Unmasked Estep 
Score: -10739068.000000 Penalty: 2799.077393
	Iteration 0F: 2 clusters Score -1.073907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -10685728.000000 Penalty: 5598.154785
	Iteration 0F: 3 clusters Score -1.068573e+07 nChanged 37457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -10706954.000000 Penalty: 5598.154785
	Iteration 1F: 3 clusters Score -1.070695e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -10707857.000000 Penalty: 5598.154785
	Iteration 2Q: 3 clusters Score -1.070786e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -10709069.000000 Penalty: 5598.154785
	Iteration 3Q: 3 clusters Score -1.070907e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -10711391.000000 Penalty: 5598.154785
	Iteration 4F: 3 clusters Score -1.071139e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -10714626.000000 Penalty: 5598.154785
	Iteration 5F: 3 clusters Score -1.071463e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -10718407.000000 Penalty: 5598.154785
	Iteration 6F: 3 clusters Score -1.071841e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -10722152.000000 Penalty: 5598.154785
	Iteration 7F: 3 clusters Score -1.072215e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -10725101.000000 Penalty: 5598.154785
	Iteration 8F: 3 clusters Score -1.07251e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -10727445.000000 Penalty: 5598.154785
	Iteration 9F: 3 clusters Score -1.072744e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56843 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -10729540.000000 Penalty: 5598.154785
	Iteration 10Q: 3 clusters Score -1.072954e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58825 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -10731464.000000 Penalty: 5598.154785
	Iteration 11Q: 3 clusters Score -1.073146e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -10732810.000000 Penalty: 5598.154785
	Iteration 12Q: 3 clusters Score -1.073281e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61696 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -10733683.000000 Penalty: 5598.154785
	Iteration 13Q: 3 clusters Score -1.073368e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62763 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -10734102.000000 Penalty: 5598.154785
	Iteration 14Q: 3 clusters Score -1.07341e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63734 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -10734377.000000 Penalty: 5598.154785
	Iteration 15Q: 3 clusters Score -1.073438e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64633 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -10734651.000000 Penalty: 5598.154785
	Iteration 16Q: 3 clusters Score -1.073465e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65503 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -10734917.000000 Penalty: 5598.154785
	Iteration 17Q: 3 clusters Score -1.073492e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66280 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -10735094.000000 Penalty: 5598.154785
	Iteration 18Q: 3 clusters Score -1.073509e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67038 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -10735355.000000 Penalty: 5598.154785
	Iteration 19Q: 3 clusters Score -1.073536e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67724 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -10735516.000000 Penalty: 5598.154785
	Iteration 20F: 3 clusters Score -1.073552e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68332 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -10735593.000000 Penalty: 5598.154785
	Iteration 21Q: 3 clusters Score -1.073559e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68929 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -10735760.000000 Penalty: 5598.154785
	Iteration 22Q: 3 clusters Score -1.073576e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69472 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -10735844.000000 Penalty: 5598.154785
	Iteration 23Q: 3 clusters Score -1.073584e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70001 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -10735959.000000 Penalty: 5598.154785
	Iteration 24Q: 3 clusters Score -1.073596e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70501 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -10736117.000000 Penalty: 5598.154785
	Iteration 25Q: 3 clusters Score -1.073612e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71004 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -10736280.000000 Penalty: 5598.154785
	Iteration 26Q: 3 clusters Score -1.073628e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71483 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -10736377.000000 Penalty: 5598.154785
	Iteration 27Q: 3 clusters Score -1.073638e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71958 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -10736458.000000 Penalty: 5598.154785
	Iteration 28Q: 3 clusters Score -1.073646e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72402 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -10736589.000000 Penalty: 5598.154785
	Iteration 29Q: 3 clusters Score -1.073659e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -10736671.000000 Penalty: 5598.154785
	Iteration 30Q: 3 clusters Score -1.073667e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73220 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -10736732.000000 Penalty: 5598.154785
	Iteration 31Q: 3 clusters Score -1.073673e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73571 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -10736776.000000 Penalty: 5598.154785
	Iteration 32Q: 3 clusters Score -1.073678e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73883 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -10736856.000000 Penalty: 5598.154785
	Iteration 33Q: 3 clusters Score -1.073686e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74200 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -10736939.000000 Penalty: 5598.154785
	Iteration 34Q: 3 clusters Score -1.073694e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74486 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -10737036.000000 Penalty: 5598.154785
	Iteration 35Q: 3 clusters Score -1.073704e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74735 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -10737098.000000 Penalty: 5598.154785
	Iteration 36Q: 3 clusters Score -1.07371e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74948 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -10737150.000000 Penalty: 5598.154785
	Iteration 37Q: 3 clusters Score -1.073715e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75149 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -10737168.000000 Penalty: 5598.154785
	Iteration 38Q: 3 clusters Score -1.073717e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75319 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -10737178.000000 Penalty: 5598.154785
	Iteration 39Q: 3 clusters Score -1.073718e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75490 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -10737204.000000 Penalty: 5598.154785
	Iteration 40F: 3 clusters Score -1.07372e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75667 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -10737249.000000 Penalty: 5598.154785
	Iteration 41Q: 3 clusters Score -1.073725e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75845 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -10737302.000000 Penalty: 5598.154785
	Iteration 42Q: 3 clusters Score -1.07373e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75994 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -10737287.000000 Penalty: 5598.154785
	Iteration 43Q: 3 clusters Score -1.073729e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76118 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -10737278.000000 Penalty: 5598.154785
	Iteration 44Q: 3 clusters Score -1.073728e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76241 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -10737315.000000 Penalty: 5598.154785
	Iteration 45Q: 3 clusters Score -1.073732e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -10737347.000000 Penalty: 5598.154785
	Iteration 46Q: 3 clusters Score -1.073735e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76459 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -10737347.000000 Penalty: 5598.154785
	Iteration 47Q: 3 clusters Score -1.073735e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76552 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -10737391.000000 Penalty: 5598.154785
	Iteration 48Q: 3 clusters Score -1.073739e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76639 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -10737403.000000 Penalty: 5598.154785
	Iteration 49Q: 3 clusters Score -1.07374e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76721 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -10737417.000000 Penalty: 5598.154785
	Iteration 50Q: 3 clusters Score -1.073742e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76790 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -10737449.000000 Penalty: 5598.154785
	Iteration 51Q: 3 clusters Score -1.073745e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76848 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -10737447.000000 Penalty: 5598.154785
	Iteration 52Q: 3 clusters Score -1.073745e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76901 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -10737447.000000 Penalty: 5598.154785
	Iteration 53Q: 3 clusters Score -1.073745e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76960 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -10737451.000000 Penalty: 5598.154785
	Iteration 54Q: 3 clusters Score -1.073745e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77011 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -10737471.000000 Penalty: 5598.154785
	Iteration 55Q: 3 clusters Score -1.073747e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -10737473.000000 Penalty: 5598.154785
	Iteration 56Q: 3 clusters Score -1.073747e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77090 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -10737481.000000 Penalty: 5598.154785
	Iteration 57Q: 3 clusters Score -1.073748e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -10737480.000000 Penalty: 5598.154785
	Iteration 58Q: 3 clusters Score -1.073748e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77162 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -10737482.000000 Penalty: 5598.154785
	Iteration 59Q: 3 clusters Score -1.073748e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77193 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -10737487.000000 Penalty: 5598.154785
	Iteration 60F: 3 clusters Score -1.073749e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77217 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -10737490.000000 Penalty: 5598.154785
	Iteration 61Q: 3 clusters Score -1.073749e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77246 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -10737507.000000 Penalty: 5598.154785
	Iteration 62Q: 3 clusters Score -1.073751e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77270 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -10737510.000000 Penalty: 5598.154785
	Iteration 63Q: 3 clusters Score -1.073751e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77297 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -10737498.000000 Penalty: 5598.154785
	Iteration 64Q: 3 clusters Score -1.07375e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77316 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -10737515.000000 Penalty: 5598.154785
	Iteration 65Q: 3 clusters Score -1.073752e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77335 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -10737527.000000 Penalty: 5598.154785
	Iteration 66Q: 3 clusters Score -1.073753e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77352 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -10737525.000000 Penalty: 5598.154785
	Iteration 67Q: 3 clusters Score -1.073752e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77366 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -10737547.000000 Penalty: 5598.154785
	Iteration 68Q: 3 clusters Score -1.073755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77373 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -10737547.000000 Penalty: 5598.154785
	Iteration 69Q: 3 clusters Score -1.073755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77381 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -10737547.000000 Penalty: 5598.154785
	Iteration 70Q: 3 clusters Score -1.073755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77392 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -10737556.000000 Penalty: 5598.154785
	Iteration 71Q: 3 clusters Score -1.073756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77397 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -10737559.000000 Penalty: 5598.154785
	Iteration 72Q: 3 clusters Score -1.073756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77401 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -10737567.000000 Penalty: 5598.154785
	Iteration 73Q: 3 clusters Score -1.073757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77403 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -10737563.000000 Penalty: 5598.154785
	Iteration 74Q: 3 clusters Score -1.073756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77405 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -10737561.000000 Penalty: 5598.154785
	Iteration 75Q: 3 clusters Score -1.073756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77407 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -10737562.000000 Penalty: 5598.154785
	Iteration 76Q: 3 clusters Score -1.073756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77408 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -10737557.000000 Penalty: 5598.154785
	Iteration 77Q: 3 clusters Score -1.073756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77409 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -10737557.000000 Penalty: 5598.154785
	Iteration 78Q: 3 clusters Score -1.073756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77411 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -10737566.000000 Penalty: 5598.154785
	Iteration 79Q: 3 clusters Score -1.073757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77414 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -10737563.000000 Penalty: 5598.154785
	Iteration 80F: 3 clusters Score -1.073756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77415 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -10737560.000000 Penalty: 5598.154785
	Iteration 81Q: 3 clusters Score -1.073756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77415 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -10737560.000000 Penalty: 5598.154785
	Iteration 82F: 3 clusters Score -1.073756e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (64134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64134 members 
Entering Unmasked Estep 
Score: -8633691.000000 Penalty: 2745.045166
	Iteration 0F: 2 clusters Score -8633691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -8590810.000000 Penalty: 5490.090332
	Iteration 0F: 3 clusters Score -8590810 nChanged 29951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -8608149.000000 Penalty: 5490.090332
	Iteration 1F: 3 clusters Score -8608149 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -8609620.000000 Penalty: 5490.090332
	Iteration 2F: 3 clusters Score -8609620 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -8611936.000000 Penalty: 5490.090332
	Iteration 3F: 3 clusters Score -8611936 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -8615286.000000 Penalty: 5490.090332
	Iteration 4F: 3 clusters Score -8615286 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -8619234.000000 Penalty: 5490.090332
	Iteration 5F: 3 clusters Score -8619234 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48720 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -8623309.000000 Penalty: 5490.090332
	Iteration 6F: 3 clusters Score -8623309 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -8626719.000000 Penalty: 5490.090332
	Iteration 7F: 3 clusters Score -8626719 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53243 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -8628830.000000 Penalty: 5490.090332
	Iteration 8Q: 3 clusters Score -8628830 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -8629797.000000 Penalty: 5490.090332
	Iteration 9Q: 3 clusters Score -8629797 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55093 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -8630236.000000 Penalty: 5490.090332
	Iteration 10Q: 3 clusters Score -8630236 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -8630481.000000 Penalty: 5490.090332
	Iteration 11Q: 3 clusters Score -8630481 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -8630669.000000 Penalty: 5490.090332
	Iteration 12Q: 3 clusters Score -8630669 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56643 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -8630795.000000 Penalty: 5490.090332
	Iteration 13Q: 3 clusters Score -8630795 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57045 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -8630903.000000 Penalty: 5490.090332
	Iteration 14Q: 3 clusters Score -8630903 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -8630959.000000 Penalty: 5490.090332
	Iteration 15Q: 3 clusters Score -8630959 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57711 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -8631045.000000 Penalty: 5490.090332
	Iteration 16Q: 3 clusters Score -8631045 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58009 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -8631129.000000 Penalty: 5490.090332
	Iteration 17Q: 3 clusters Score -8631129 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58290 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -8631193.000000 Penalty: 5490.090332
	Iteration 18Q: 3 clusters Score -8631193 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -8631299.000000 Penalty: 5490.090332
	Iteration 19Q: 3 clusters Score -8631299 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58799 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -8631313.000000 Penalty: 5490.090332
	Iteration 20F: 3 clusters Score -8631313 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59044 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -8631362.000000 Penalty: 5490.090332
	Iteration 21Q: 3 clusters Score -8631362 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59287 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -8631452.000000 Penalty: 5490.090332
	Iteration 22Q: 3 clusters Score -8631452 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -8631493.000000 Penalty: 5490.090332
	Iteration 23Q: 3 clusters Score -8631493 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -8631540.000000 Penalty: 5490.090332
	Iteration 24Q: 3 clusters Score -8631540 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59894 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -8631600.000000 Penalty: 5490.090332
	Iteration 25Q: 3 clusters Score -8631600 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60065 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -8631636.000000 Penalty: 5490.090332
	Iteration 26Q: 3 clusters Score -8631636 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60231 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -8631687.000000 Penalty: 5490.090332
	Iteration 27Q: 3 clusters Score -8631687 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60370 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -8631689.000000 Penalty: 5490.090332
	Iteration 28Q: 3 clusters Score -8631689 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60492 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -8631726.000000 Penalty: 5490.090332
	Iteration 29Q: 3 clusters Score -8631726 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60567 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -8631743.000000 Penalty: 5490.090332
	Iteration 30Q: 3 clusters Score -8631743 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60631 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -8631753.000000 Penalty: 5490.090332
	Iteration 31Q: 3 clusters Score -8631753 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -8631764.000000 Penalty: 5490.090332
	Iteration 32Q: 3 clusters Score -8631764 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60757 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -8631779.000000 Penalty: 5490.090332
	Iteration 33Q: 3 clusters Score -8631779 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -8631795.000000 Penalty: 5490.090332
	Iteration 34Q: 3 clusters Score -8631795 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60873 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -8631810.000000 Penalty: 5490.090332
	Iteration 35Q: 3 clusters Score -8631810 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60918 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -8631821.000000 Penalty: 5490.090332
	Iteration 36Q: 3 clusters Score -8631821 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60966 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -8631829.000000 Penalty: 5490.090332
	Iteration 37Q: 3 clusters Score -8631829 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61011 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -8631836.000000 Penalty: 5490.090332
	Iteration 38Q: 3 clusters Score -8631836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61047 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -8631843.000000 Penalty: 5490.090332
	Iteration 39Q: 3 clusters Score -8631843 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61076 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -8631848.000000 Penalty: 5490.090332
	Iteration 40F: 3 clusters Score -8631848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61097 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -8631855.000000 Penalty: 5490.090332
	Iteration 41Q: 3 clusters Score -8631855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61111 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -8631869.000000 Penalty: 5490.090332
	Iteration 42Q: 3 clusters Score -8631869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -8631868.000000 Penalty: 5490.090332
	Iteration 43Q: 3 clusters Score -8631868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61135 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -8631876.000000 Penalty: 5490.090332
	Iteration 44Q: 3 clusters Score -8631876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61144 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -8631876.000000 Penalty: 5490.090332
	Iteration 45Q: 3 clusters Score -8631876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61154 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -8631885.000000 Penalty: 5490.090332
	Iteration 46Q: 3 clusters Score -8631885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61164 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -8631897.000000 Penalty: 5490.090332
	Iteration 47Q: 3 clusters Score -8631897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61170 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -8631894.000000 Penalty: 5490.090332
	Iteration 48Q: 3 clusters Score -8631894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61178 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -8631896.000000 Penalty: 5490.090332
	Iteration 49Q: 3 clusters Score -8631896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61185 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -8631899.000000 Penalty: 5490.090332
	Iteration 50Q: 3 clusters Score -8631899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -8631905.000000 Penalty: 5490.090332
	Iteration 51Q: 3 clusters Score -8631905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61199 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -8631907.000000 Penalty: 5490.090332
	Iteration 52Q: 3 clusters Score -8631907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61204 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -8631908.000000 Penalty: 5490.090332
	Iteration 53Q: 3 clusters Score -8631908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -8631908.000000 Penalty: 5490.090332
	Iteration 54Q: 3 clusters Score -8631908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -8631910.000000 Penalty: 5490.090332
	Iteration 55Q: 3 clusters Score -8631910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61211 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -8631915.000000 Penalty: 5490.090332
	Iteration 56Q: 3 clusters Score -8631915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61213 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -8631916.000000 Penalty: 5490.090332
	Iteration 57Q: 3 clusters Score -8631916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -8631909.000000 Penalty: 5490.090332
	Iteration 58Q: 3 clusters Score -8631909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -8631909.000000 Penalty: 5490.090332
	Iteration 59F: 3 clusters Score -8631909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (165916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165916 members 
Entering Unmasked Estep 
Score: -22112786.000000 Penalty: 2980.770752
	Iteration 0F: 2 clusters Score -2.211279e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82921 members 
Mstep: Class 2 contains 82995 members 
Entering Unmasked Estep 
Score: -22005520.000000 Penalty: 5961.541504
	Iteration 0F: 3 clusters Score -2.200552e+07 nChanged 79548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Mstep: Class 2 contains 83839 members 
Entering Unmasked Estep 
Score: -22051202.000000 Penalty: 5961.541504
	Iteration 1F: 3 clusters Score -2.20512e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81183 members 
Mstep: Class 2 contains 84733 members 
Entering Unmasked Estep 
Score: -22052180.000000 Penalty: 5961.541504
	Iteration 2Q: 3 clusters Score -2.205218e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 86256 members 
Entering Unmasked Estep 
Score: -22053326.000000 Penalty: 5961.541504
	Iteration 3Q: 3 clusters Score -2.205333e+07 nChanged 5722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77184 members 
Mstep: Class 2 contains 88732 members 
Entering Unmasked Estep 
Score: -22054820.000000 Penalty: 5961.541504
	Iteration 4Q: 3 clusters Score -2.205482e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73277 members 
Mstep: Class 2 contains 92639 members 
Entering Unmasked Estep 
Score: -22057092.000000 Penalty: 5961.541504
	Iteration 5Q: 3 clusters Score -2.205709e+07 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67364 members 
Mstep: Class 2 contains 98552 members 
Entering Unmasked Estep 
Score: -22060484.000000 Penalty: 5961.541504
	Iteration 6Q: 3 clusters Score -2.206048e+07 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59182 members 
Mstep: Class 2 contains 106734 members 
Entering Unmasked Estep 
Score: -22065354.000000 Penalty: 5961.541504
	Iteration 7F: 3 clusters Score -2.206535e+07 nChanged 11538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 117058 members 
Entering Unmasked Estep 
Score: -22072570.000000 Penalty: 5961.541504
	Iteration 8F: 3 clusters Score -2.207257e+07 nChanged 11927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 128425 members 
Entering Unmasked Estep 
Score: -22080718.000000 Penalty: 5961.541504
	Iteration 9F: 3 clusters Score -2.208072e+07 nChanged 11374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 139639 members 
Entering Unmasked Estep 
Score: -22089572.000000 Penalty: 5961.541504
	Iteration 10F: 3 clusters Score -2.208957e+07 nChanged 9893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 149496 members 
Entering Unmasked Estep 
Score: -22098494.000000 Penalty: 5961.541504
	Iteration 11F: 3 clusters Score -2.209849e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 157141 members 
Entering Unmasked Estep 
Score: -22105204.000000 Penalty: 5961.541504
	Iteration 12Q: 3 clusters Score -2.21052e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 161881 members 
Entering Unmasked Estep 
Score: -22108396.000000 Penalty: 5961.541504
	Iteration 13Q: 3 clusters Score -2.21084e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 164149 members 
Entering Unmasked Estep 
Score: -22109732.000000 Penalty: 5961.541504
	Iteration 14Q: 3 clusters Score -2.210973e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 165051 members 
Entering Unmasked Estep 
Score: -22110070.000000 Penalty: 5961.541504
	Iteration 15Q: 3 clusters Score -2.211007e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 165383 members 
Entering Unmasked Estep 
Score: -22110240.000000 Penalty: 5961.541504
	Iteration 16Q: 3 clusters Score -2.211024e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 165510 members 
Entering Unmasked Estep 
Score: -22110354.000000 Penalty: 5961.541504
	Iteration 17Q: 3 clusters Score -2.211035e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 165568 members 
Entering Unmasked Estep 
Score: -22110390.000000 Penalty: 5961.541504
	Iteration 18Q: 3 clusters Score -2.211039e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 165592 members 
Entering Unmasked Estep 
Score: -22110424.000000 Penalty: 5961.541504
	Iteration 19Q: 3 clusters Score -2.211042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 165604 members 
Entering Unmasked Estep 
Score: -22110424.000000 Penalty: 5961.541504
	Iteration 20F: 3 clusters Score -2.211042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 165613 members 
Entering Unmasked Estep 
Score: -22110418.000000 Penalty: 5961.541504
	Iteration 21Q: 3 clusters Score -2.211042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 165617 members 
Entering Unmasked Estep 
Score: -22110434.000000 Penalty: 5961.541504
	Iteration 22Q: 3 clusters Score -2.211043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 165618 members 
Entering Unmasked Estep 
Score: -22110416.000000 Penalty: 5961.541504
	Iteration 23Q: 3 clusters Score -2.211042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 165620 members 
Entering Unmasked Estep 
Score: -22110418.000000 Penalty: 5961.541504
	Iteration 24Q: 3 clusters Score -2.211042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 165622 members 
Entering Unmasked Estep 
Score: -22110430.000000 Penalty: 5961.541504
	Iteration 25Q: 3 clusters Score -2.211043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 165623 members 
Entering Unmasked Estep 
Score: -22110426.000000 Penalty: 5961.541504
	Iteration 26Q: 3 clusters Score -2.211043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 165622 members 
Entering Unmasked Estep 
Score: -22110422.000000 Penalty: 5961.541504
	Iteration 27Q: 3 clusters Score -2.211042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 165622 members 
Entering Unmasked Estep 
Score: -22110422.000000 Penalty: 5961.541504
	Iteration 28F: 3 clusters Score -2.211042e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (175478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175478 members 
Entering Unmasked Estep 
Score: -23532098.000000 Penalty: 2994.666748
	Iteration 0F: 2 clusters Score -2.35321e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88045 members 
Mstep: Class 2 contains 87433 members 
Entering Unmasked Estep 
Score: -23421152.000000 Penalty: 5989.333496
	Iteration 0F: 3 clusters Score -2.342115e+07 nChanged 84148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92249 members 
Mstep: Class 2 contains 83229 members 
Entering Unmasked Estep 
Score: -23469626.000000 Penalty: 5989.333496
	Iteration 1F: 3 clusters Score -2.346963e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94598 members 
Mstep: Class 2 contains 80880 members 
Entering Unmasked Estep 
Score: -23470720.000000 Penalty: 5989.333496
	Iteration 2Q: 3 clusters Score -2.347072e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98251 members 
Mstep: Class 2 contains 77227 members 
Entering Unmasked Estep 
Score: -23472146.000000 Penalty: 5989.333496
	Iteration 3Q: 3 clusters Score -2.347215e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103939 members 
Mstep: Class 2 contains 71539 members 
Entering Unmasked Estep 
Score: -23474486.000000 Penalty: 5989.333496
	Iteration 4Q: 3 clusters Score -2.347449e+07 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112467 members 
Mstep: Class 2 contains 63011 members 
Entering Unmasked Estep 
Score: -23479226.000000 Penalty: 5989.333496
	Iteration 5F: 3 clusters Score -2.347923e+07 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124765 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -23487898.000000 Penalty: 5989.333496
	Iteration 6F: 3 clusters Score -2.34879e+07 nChanged 15821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140578 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -23501428.000000 Penalty: 5989.333496
	Iteration 7F: 3 clusters Score -2.350143e+07 nChanged 16268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156844 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -23516614.000000 Penalty: 5989.333496
	Iteration 8F: 3 clusters Score -2.351661e+07 nChanged 11108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167950 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -23524860.000000 Penalty: 5989.333496
	Iteration 9F: 3 clusters Score -2.352486e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172799 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -23527914.000000 Penalty: 5989.333496
	Iteration 10Q: 3 clusters Score -2.352791e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174321 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -23528812.000000 Penalty: 5989.333496
	Iteration 11Q: 3 clusters Score -2.352881e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174765 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -23529112.000000 Penalty: 5989.333496
	Iteration 12Q: 3 clusters Score -2.352911e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174908 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -23529256.000000 Penalty: 5989.333496
	Iteration 13Q: 3 clusters Score -2.352926e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174965 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -23529334.000000 Penalty: 5989.333496
	Iteration 14Q: 3 clusters Score -2.352933e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175002 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -23529394.000000 Penalty: 5989.333496
	Iteration 15Q: 3 clusters Score -2.352939e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175028 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -23529432.000000 Penalty: 5989.333496
	Iteration 16Q: 3 clusters Score -2.352943e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175044 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -23529474.000000 Penalty: 5989.333496
	Iteration 17Q: 3 clusters Score -2.352947e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175058 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -23529478.000000 Penalty: 5989.333496
	Iteration 18Q: 3 clusters Score -2.352948e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175063 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -23529486.000000 Penalty: 5989.333496
	Iteration 19Q: 3 clusters Score -2.352949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175068 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -23529498.000000 Penalty: 5989.333496
	Iteration 20F: 3 clusters Score -2.35295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175075 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -23529534.000000 Penalty: 5989.333496
	Iteration 21Q: 3 clusters Score -2.352953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175081 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -23529540.000000 Penalty: 5989.333496
	Iteration 22Q: 3 clusters Score -2.352954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175084 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -23529566.000000 Penalty: 5989.333496
	Iteration 23Q: 3 clusters Score -2.352957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175088 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -23529562.000000 Penalty: 5989.333496
	Iteration 24Q: 3 clusters Score -2.352956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175090 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -23529558.000000 Penalty: 5989.333496
	Iteration 25Q: 3 clusters Score -2.352956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175093 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -23529558.000000 Penalty: 5989.333496
	Iteration 26Q: 3 clusters Score -2.352956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175096 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -23529574.000000 Penalty: 5989.333496
	Iteration 27Q: 3 clusters Score -2.352957e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175100 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -23529584.000000 Penalty: 5989.333496
	Iteration 28Q: 3 clusters Score -2.352958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175100 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -23529598.000000 Penalty: 5989.333496
	Iteration 29Q: 3 clusters Score -2.35296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175098 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -23529574.000000 Penalty: 5989.333496
	Iteration 30Q: 3 clusters Score -2.352957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175097 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -23529582.000000 Penalty: 5989.333496
	Iteration 31Q: 3 clusters Score -2.352958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175097 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -23529588.000000 Penalty: 5989.333496
	Iteration 32Q: 3 clusters Score -2.352959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175095 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -23529576.000000 Penalty: 5989.333496
	Iteration 33Q: 3 clusters Score -2.352958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175096 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -23529586.000000 Penalty: 5989.333496
	Iteration 34Q: 3 clusters Score -2.352959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175096 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -23529586.000000 Penalty: 5989.333496
	Iteration 35F: 3 clusters Score -2.352959e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -19511.080078 Penalty: 1285.082397
	Iteration 0F: 2 clusters Score -19511.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18419.521484 Penalty: 2570.164795
	Iteration 0F: 3 clusters Score -18419.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18492.658203 Penalty: 2570.164795
	Iteration 1F: 3 clusters Score -18492.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18501.642578 Penalty: 2570.164795
	Iteration 2Q: 3 clusters Score -18501.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18501.642578 Penalty: 2570.164795
	Iteration 3F: 3 clusters Score -18501.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91645 members 
Mstep: Class 2 contains 49498 members 
Mstep: Class 3 contains 7030 members 
Mstep: Class 4 contains 177976 members 
Mstep: Class 5 contains 164233 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 181077 members 
Mstep: Class 8 contains 49422 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40107 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 60992 members 
Mstep: Class 16 contains 25585 members 
Mstep: Class 17 contains 40281 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79746 members 
Mstep: Class 21 contains 64134 members 
Mstep: Class 22 contains 165916 members 
Mstep: Class 23 contains 175478 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478176.000000 Penalty: 84149.148438
Iteration 319Q: 25 clusters Score -1.804782e+08 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91675 members 
Mstep: Class 2 contains 49484 members 
Mstep: Class 3 contains 7054 members 
Mstep: Class 4 contains 177936 members 
Mstep: Class 5 contains 164298 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 181191 members 
Mstep: Class 8 contains 49420 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40082 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 60900 members 
Mstep: Class 16 contains 25679 members 
Mstep: Class 17 contains 40267 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79738 members 
Mstep: Class 21 contains 64059 members 
Mstep: Class 22 contains 165922 members 
Mstep: Class 23 contains 175413 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478464.000000 Penalty: 84149.148438
Iteration 320F: 25 clusters Score -1.804785e+08 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91711 members 
Mstep: Class 2 contains 49464 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 177912 members 
Mstep: Class 5 contains 164378 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 181319 members 
Mstep: Class 8 contains 49421 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40058 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 985 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 60787 members 
Mstep: Class 16 contains 25764 members 
Mstep: Class 17 contains 40263 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79708 members 
Mstep: Class 21 contains 63981 members 
Mstep: Class 22 contains 165906 members 
Mstep: Class 23 contains 175365 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478096.000000 Penalty: 84149.148438
Iteration 321Q: 25 clusters Score -1.804781e+08 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91750 members 
Mstep: Class 2 contains 49456 members 
Mstep: Class 3 contains 7101 members 
Mstep: Class 4 contains 177961 members 
Mstep: Class 5 contains 164404 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 181425 members 
Mstep: Class 8 contains 49443 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40044 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 984 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 60682 members 
Mstep: Class 16 contains 25864 members 
Mstep: Class 17 contains 40259 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79688 members 
Mstep: Class 21 contains 63908 members 
Mstep: Class 22 contains 165919 members 
Mstep: Class 23 contains 175215 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478112.000000 Penalty: 84149.148438
Iteration 322Q: 25 clusters Score -1.804781e+08 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91783 members 
Mstep: Class 2 contains 49436 members 
Mstep: Class 3 contains 7122 members 
Mstep: Class 4 contains 177981 members 
Mstep: Class 5 contains 164410 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 181571 members 
Mstep: Class 8 contains 49466 members 
Mstep: Class 9 contains 2671 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 40030 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 979 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 60569 members 
Mstep: Class 16 contains 25950 members 
Mstep: Class 17 contains 40246 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79693 members 
Mstep: Class 21 contains 63832 members 
Mstep: Class 22 contains 165943 members 
Mstep: Class 23 contains 175091 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477936.000000 Penalty: 84149.148438
Iteration 323Q: 25 clusters Score -1.804779e+08 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91829 members 
Mstep: Class 2 contains 49438 members 
Mstep: Class 3 contains 7146 members 
Mstep: Class 4 contains 178019 members 
Mstep: Class 5 contains 164374 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 181677 members 
Mstep: Class 8 contains 49463 members 
Mstep: Class 9 contains 2672 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39998 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 977 members 
Mstep: Class 14 contains 989 members 
Mstep: Class 15 contains 60447 members 
Mstep: Class 16 contains 26056 members 
Mstep: Class 17 contains 40234 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79686 members 
Mstep: Class 21 contains 63747 members 
Mstep: Class 22 contains 165953 members 
Mstep: Class 23 contains 175058 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477936.000000 Penalty: 84149.148438
Iteration 324Q: 25 clusters Score -1.804779e+08 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91864 members 
Mstep: Class 2 contains 49461 members 
Mstep: Class 3 contains 7164 members 
Mstep: Class 4 contains 178041 members 
Mstep: Class 5 contains 164340 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 181791 members 
Mstep: Class 8 contains 49463 members 
Mstep: Class 9 contains 2670 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39973 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 973 members 
Mstep: Class 14 contains 989 members 
Mstep: Class 15 contains 60336 members 
Mstep: Class 16 contains 26147 members 
Mstep: Class 17 contains 40219 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79693 members 
Mstep: Class 21 contains 63638 members 
Mstep: Class 22 contains 165954 members 
Mstep: Class 23 contains 175047 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477680.000000 Penalty: 84149.148438
Iteration 325Q: 25 clusters Score -1.804777e+08 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91888 members 
Mstep: Class 2 contains 49473 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 178032 members 
Mstep: Class 5 contains 164317 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 181927 members 
Mstep: Class 8 contains 49480 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39932 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 972 members 
Mstep: Class 14 contains 989 members 
Mstep: Class 15 contains 60208 members 
Mstep: Class 16 contains 26237 members 
Mstep: Class 17 contains 40195 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79695 members 
Mstep: Class 21 contains 63552 members 
Mstep: Class 22 contains 165942 members 
Mstep: Class 23 contains 175070 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477088.000000 Penalty: 84149.148438
Iteration 326Q: 25 clusters Score -1.804771e+08 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91904 members 
Mstep: Class 2 contains 49473 members 
Mstep: Class 3 contains 7210 members 
Mstep: Class 4 contains 177986 members 
Mstep: Class 5 contains 164374 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 182027 members 
Mstep: Class 8 contains 49501 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39899 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 972 members 
Mstep: Class 14 contains 989 members 
Mstep: Class 15 contains 60098 members 
Mstep: Class 16 contains 26329 members 
Mstep: Class 17 contains 40192 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79681 members 
Mstep: Class 21 contains 63450 members 
Mstep: Class 22 contains 165934 members 
Mstep: Class 23 contains 175076 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477392.000000 Penalty: 84149.148438
Iteration 327Q: 25 clusters Score -1.804774e+08 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91911 members 
Mstep: Class 2 contains 49469 members 
Mstep: Class 3 contains 7232 members 
Mstep: Class 4 contains 177961 members 
Mstep: Class 5 contains 164431 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 182125 members 
Mstep: Class 8 contains 49508 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39864 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 972 members 
Mstep: Class 14 contains 989 members 
Mstep: Class 15 contains 60002 members 
Mstep: Class 16 contains 26425 members 
Mstep: Class 17 contains 40208 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79661 members 
Mstep: Class 21 contains 63347 members 
Mstep: Class 22 contains 165924 members 
Mstep: Class 23 contains 175066 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477696.000000 Penalty: 84149.148438
Iteration 328Q: 25 clusters Score -1.804777e+08 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91940 members 
Mstep: Class 2 contains 49475 members 
Mstep: Class 3 contains 7248 members 
Mstep: Class 4 contains 177969 members 
Mstep: Class 5 contains 164413 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 182199 members 
Mstep: Class 8 contains 49513 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39844 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 972 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 59920 members 
Mstep: Class 16 contains 26526 members 
Mstep: Class 17 contains 40200 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79644 members 
Mstep: Class 21 contains 63255 members 
Mstep: Class 22 contains 165874 members 
Mstep: Class 23 contains 175113 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477696.000000 Penalty: 84149.148438
Iteration 329Q: 25 clusters Score -1.804777e+08 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91989 members 
Mstep: Class 2 contains 49475 members 
Mstep: Class 3 contains 7262 members 
Mstep: Class 4 contains 177932 members 
Mstep: Class 5 contains 164464 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 182259 members 
Mstep: Class 8 contains 49520 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39817 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 972 members 
Mstep: Class 14 contains 989 members 
Mstep: Class 15 contains 59839 members 
Mstep: Class 16 contains 26610 members 
Mstep: Class 17 contains 40191 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79633 members 
Mstep: Class 21 contains 63178 members 
Mstep: Class 22 contains 165745 members 
Mstep: Class 23 contains 175220 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477312.000000 Penalty: 84149.148438
Iteration 330Q: 25 clusters Score -1.804773e+08 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92030 members 
Mstep: Class 2 contains 49476 members 
Mstep: Class 3 contains 7273 members 
Mstep: Class 4 contains 177942 members 
Mstep: Class 5 contains 164482 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 182329 members 
Mstep: Class 8 contains 49525 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39794 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 972 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 59767 members 
Mstep: Class 16 contains 26684 members 
Mstep: Class 17 contains 40184 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79630 members 
Mstep: Class 21 contains 63091 members 
Mstep: Class 22 contains 165646 members 
Mstep: Class 23 contains 175280 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477264.000000 Penalty: 84149.148438
Iteration 331Q: 25 clusters Score -1.804773e+08 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92074 members 
Mstep: Class 2 contains 49486 members 
Mstep: Class 3 contains 7284 members 
Mstep: Class 4 contains 177977 members 
Mstep: Class 5 contains 164498 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 182353 members 
Mstep: Class 8 contains 49528 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39785 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 972 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 59702 members 
Mstep: Class 16 contains 26746 members 
Mstep: Class 17 contains 40183 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79649 members 
Mstep: Class 21 contains 63003 members 
Mstep: Class 22 contains 165618 members 
Mstep: Class 23 contains 175246 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477744.000000 Penalty: 84149.148438
Iteration 332Q: 25 clusters Score -1.804777e+08 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92126 members 
Mstep: Class 2 contains 49496 members 
Mstep: Class 3 contains 7291 members 
Mstep: Class 4 contains 178029 members 
Mstep: Class 5 contains 164533 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 182345 members 
Mstep: Class 8 contains 49515 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39767 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 972 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 59627 members 
Mstep: Class 16 contains 26802 members 
Mstep: Class 17 contains 40189 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79663 members 
Mstep: Class 21 contains 62900 members 
Mstep: Class 22 contains 165589 members 
Mstep: Class 23 contains 175259 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477360.000000 Penalty: 84149.148438
Iteration 333Q: 25 clusters Score -1.804774e+08 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92204 members 
Mstep: Class 2 contains 49506 members 
Mstep: Class 3 contains 7296 members 
Mstep: Class 4 contains 178069 members 
Mstep: Class 5 contains 164510 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 182324 members 
Mstep: Class 8 contains 49508 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39741 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 59547 members 
Mstep: Class 16 contains 26853 members 
Mstep: Class 17 contains 40192 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79691 members 
Mstep: Class 21 contains 62811 members 
Mstep: Class 22 contains 165578 members 
Mstep: Class 23 contains 175303 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477648.000000 Penalty: 84149.148438
Iteration 334Q: 25 clusters Score -1.804776e+08 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92251 members 
Mstep: Class 2 contains 49510 members 
Mstep: Class 3 contains 7303 members 
Mstep: Class 4 contains 178116 members 
Mstep: Class 5 contains 164542 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 182351 members 
Mstep: Class 8 contains 49512 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39712 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 59465 members 
Mstep: Class 16 contains 26897 members 
Mstep: Class 17 contains 40181 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79706 members 
Mstep: Class 21 contains 62738 members 
Mstep: Class 22 contains 165572 members 
Mstep: Class 23 contains 175278 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477904.000000 Penalty: 84149.148438
Iteration 335Q: 25 clusters Score -1.804779e+08 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92280 members 
Mstep: Class 2 contains 49522 members 
Mstep: Class 3 contains 7314 members 
Mstep: Class 4 contains 178220 members 
Mstep: Class 5 contains 164517 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 182363 members 
Mstep: Class 8 contains 49536 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39670 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 59390 members 
Mstep: Class 16 contains 26928 members 
Mstep: Class 17 contains 40171 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79720 members 
Mstep: Class 21 contains 62677 members 
Mstep: Class 22 contains 165570 members 
Mstep: Class 23 contains 175256 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477824.000000 Penalty: 84149.148438
Iteration 336Q: 25 clusters Score -1.804778e+08 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92309 members 
Mstep: Class 2 contains 49527 members 
Mstep: Class 3 contains 7321 members 
Mstep: Class 4 contains 178277 members 
Mstep: Class 5 contains 164433 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 182409 members 
Mstep: Class 8 contains 49563 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39633 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 59327 members 
Mstep: Class 16 contains 26965 members 
Mstep: Class 17 contains 40188 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79741 members 
Mstep: Class 21 contains 62619 members 
Mstep: Class 22 contains 165532 members 
Mstep: Class 23 contains 175290 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477584.000000 Penalty: 84149.148438
Iteration 337Q: 25 clusters Score -1.804776e+08 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92318 members 
Mstep: Class 2 contains 49520 members 
Mstep: Class 3 contains 7327 members 
Mstep: Class 4 contains 178302 members 
Mstep: Class 5 contains 164412 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 182501 members 
Mstep: Class 8 contains 49583 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39589 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 969 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 59244 members 
Mstep: Class 16 contains 27006 members 
Mstep: Class 17 contains 40196 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79783 members 
Mstep: Class 21 contains 62551 members 
Mstep: Class 22 contains 165527 members 
Mstep: Class 23 contains 175275 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477552.000000 Penalty: 84149.148438
Iteration 338Q: 25 clusters Score -1.804776e+08 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92336 members 
Mstep: Class 2 contains 49510 members 
Mstep: Class 3 contains 7336 members 
Mstep: Class 4 contains 178326 members 
Mstep: Class 5 contains 164412 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 182593 members 
Mstep: Class 8 contains 49593 members 
Mstep: Class 9 contains 2669 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39562 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 59169 members 
Mstep: Class 16 contains 27020 members 
Mstep: Class 17 contains 40199 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79827 members 
Mstep: Class 21 contains 62510 members 
Mstep: Class 22 contains 165528 members 
Mstep: Class 23 contains 175215 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477808.000000 Penalty: 84149.148438
Iteration 339Q: 25 clusters Score -1.804778e+08 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92364 members 
Mstep: Class 2 contains 49496 members 
Mstep: Class 3 contains 7349 members 
Mstep: Class 4 contains 178322 members 
Mstep: Class 5 contains 164398 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 182683 members 
Mstep: Class 8 contains 49612 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39543 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 59093 members 
Mstep: Class 16 contains 27042 members 
Mstep: Class 17 contains 40203 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79874 members 
Mstep: Class 21 contains 62453 members 
Mstep: Class 22 contains 165485 members 
Mstep: Class 23 contains 175220 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477936.000000 Penalty: 84149.148438
Iteration 340F: 25 clusters Score -1.804779e+08 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92388 members 
Mstep: Class 2 contains 49483 members 
Mstep: Class 3 contains 7357 members 
Mstep: Class 4 contains 178382 members 
Mstep: Class 5 contains 164411 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 182734 members 
Mstep: Class 8 contains 49605 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39514 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 59014 members 
Mstep: Class 16 contains 27065 members 
Mstep: Class 17 contains 40195 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79914 members 
Mstep: Class 21 contains 62380 members 
Mstep: Class 22 contains 165502 members 
Mstep: Class 23 contains 175195 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477888.000000 Penalty: 84149.148438
Iteration 341Q: 25 clusters Score -1.804779e+08 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92412 members 
Mstep: Class 2 contains 49474 members 
Mstep: Class 3 contains 7367 members 
Mstep: Class 4 contains 178415 members 
Mstep: Class 5 contains 164440 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 182808 members 
Mstep: Class 8 contains 49608 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39485 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 992 members 
Mstep: Class 15 contains 58931 members 
Mstep: Class 16 contains 27098 members 
Mstep: Class 17 contains 40191 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79946 members 
Mstep: Class 21 contains 62314 members 
Mstep: Class 22 contains 165497 members 
Mstep: Class 23 contains 175153 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477712.000000 Penalty: 84149.148438
Iteration 342Q: 25 clusters Score -1.804777e+08 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92458 members 
Mstep: Class 2 contains 49473 members 
Mstep: Class 3 contains 7373 members 
Mstep: Class 4 contains 178440 members 
Mstep: Class 5 contains 164476 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 182862 members 
Mstep: Class 8 contains 49613 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39458 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 58867 members 
Mstep: Class 16 contains 27126 members 
Mstep: Class 17 contains 40194 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79967 members 
Mstep: Class 21 contains 62245 members 
Mstep: Class 22 contains 165481 members 
Mstep: Class 23 contains 175103 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477840.000000 Penalty: 84149.148438
Iteration 343Q: 25 clusters Score -1.804778e+08 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92492 members 
Mstep: Class 2 contains 49467 members 
Mstep: Class 3 contains 7377 members 
Mstep: Class 4 contains 178410 members 
Mstep: Class 5 contains 164474 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 182958 members 
Mstep: Class 8 contains 49618 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39435 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 971 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 58797 members 
Mstep: Class 16 contains 27141 members 
Mstep: Class 17 contains 40188 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80004 members 
Mstep: Class 21 contains 62186 members 
Mstep: Class 22 contains 165438 members 
Mstep: Class 23 contains 175149 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477856.000000 Penalty: 84149.148438
Iteration 344Q: 25 clusters Score -1.804779e+08 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92519 members 
Mstep: Class 2 contains 49462 members 
Mstep: Class 3 contains 7382 members 
Mstep: Class 4 contains 178387 members 
Mstep: Class 5 contains 164424 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 183025 members 
Mstep: Class 8 contains 49619 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39422 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 968 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 58743 members 
Mstep: Class 16 contains 27147 members 
Mstep: Class 17 contains 40172 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80031 members 
Mstep: Class 21 contains 62121 members 
Mstep: Class 22 contains 165383 members 
Mstep: Class 23 contains 175300 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478000.000000 Penalty: 84149.148438
Iteration 345Q: 25 clusters Score -1.80478e+08 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92560 members 
Mstep: Class 2 contains 49471 members 
Mstep: Class 3 contains 7387 members 
Mstep: Class 4 contains 178421 members 
Mstep: Class 5 contains 164371 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 183075 members 
Mstep: Class 8 contains 49611 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39414 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 964 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 58686 members 
Mstep: Class 16 contains 27156 members 
Mstep: Class 17 contains 40160 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80058 members 
Mstep: Class 21 contains 62070 members 
Mstep: Class 22 contains 165367 members 
Mstep: Class 23 contains 175333 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477968.000000 Penalty: 84149.148438
Iteration 346Q: 25 clusters Score -1.80478e+08 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92611 members 
Mstep: Class 2 contains 49479 members 
Mstep: Class 3 contains 7391 members 
Mstep: Class 4 contains 178435 members 
Mstep: Class 5 contains 164261 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 183161 members 
Mstep: Class 8 contains 49613 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39400 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 58653 members 
Mstep: Class 16 contains 27157 members 
Mstep: Class 17 contains 40154 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80088 members 
Mstep: Class 21 contains 62016 members 
Mstep: Class 22 contains 165368 members 
Mstep: Class 23 contains 175353 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477776.000000 Penalty: 84149.148438
Iteration 347Q: 25 clusters Score -1.804778e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92642 members 
Mstep: Class 2 contains 49484 members 
Mstep: Class 3 contains 7399 members 
Mstep: Class 4 contains 178452 members 
Mstep: Class 5 contains 164198 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 183221 members 
Mstep: Class 8 contains 49614 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39392 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 58617 members 
Mstep: Class 16 contains 27173 members 
Mstep: Class 17 contains 40140 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80105 members 
Mstep: Class 21 contains 61951 members 
Mstep: Class 22 contains 165337 members 
Mstep: Class 23 contains 175417 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477696.000000 Penalty: 84149.148438
Iteration 348Q: 25 clusters Score -1.804777e+08 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92658 members 
Mstep: Class 2 contains 49488 members 
Mstep: Class 3 contains 7403 members 
Mstep: Class 4 contains 178478 members 
Mstep: Class 5 contains 164161 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 183302 members 
Mstep: Class 8 contains 49611 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39381 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 995 members 
Mstep: Class 15 contains 58569 members 
Mstep: Class 16 contains 27187 members 
Mstep: Class 17 contains 40127 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80101 members 
Mstep: Class 21 contains 61880 members 
Mstep: Class 22 contains 165366 members 
Mstep: Class 23 contains 175430 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477888.000000 Penalty: 84149.148438
Iteration 349Q: 25 clusters Score -1.804779e+08 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92679 members 
Mstep: Class 2 contains 49477 members 
Mstep: Class 3 contains 7404 members 
Mstep: Class 4 contains 178514 members 
Mstep: Class 5 contains 164180 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 183360 members 
Mstep: Class 8 contains 49600 members 
Mstep: Class 9 contains 2665 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39376 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 58517 members 
Mstep: Class 16 contains 27199 members 
Mstep: Class 17 contains 40110 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80099 members 
Mstep: Class 21 contains 61840 members 
Mstep: Class 22 contains 165396 members 
Mstep: Class 23 contains 175391 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478096.000000 Penalty: 84149.148438
Iteration 350Q: 25 clusters Score -1.804781e+08 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92705 members 
Mstep: Class 2 contains 49485 members 
Mstep: Class 3 contains 7404 members 
Mstep: Class 4 contains 178549 members 
Mstep: Class 5 contains 164194 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 183406 members 
Mstep: Class 8 contains 49592 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39369 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 58462 members 
Mstep: Class 16 contains 27204 members 
Mstep: Class 17 contains 40113 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80107 members 
Mstep: Class 21 contains 61797 members 
Mstep: Class 22 contains 165453 members 
Mstep: Class 23 contains 175302 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477776.000000 Penalty: 84149.148438
Iteration 351Q: 25 clusters Score -1.804778e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92742 members 
Mstep: Class 2 contains 49482 members 
Mstep: Class 3 contains 7405 members 
Mstep: Class 4 contains 178615 members 
Mstep: Class 5 contains 164143 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 183462 members 
Mstep: Class 8 contains 49585 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39351 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 996 members 
Mstep: Class 15 contains 58419 members 
Mstep: Class 16 contains 27209 members 
Mstep: Class 17 contains 40114 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80097 members 
Mstep: Class 21 contains 61740 members 
Mstep: Class 22 contains 165504 members 
Mstep: Class 23 contains 175274 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477648.000000 Penalty: 84149.148438
Iteration 352Q: 25 clusters Score -1.804776e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92771 members 
Mstep: Class 2 contains 49491 members 
Mstep: Class 3 contains 7406 members 
Mstep: Class 4 contains 178668 members 
Mstep: Class 5 contains 164111 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 183502 members 
Mstep: Class 8 contains 49569 members 
Mstep: Class 9 contains 2664 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39344 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 997 members 
Mstep: Class 15 contains 58376 members 
Mstep: Class 16 contains 27216 members 
Mstep: Class 17 contains 40116 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80103 members 
Mstep: Class 21 contains 61687 members 
Mstep: Class 22 contains 165534 members 
Mstep: Class 23 contains 175247 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477296.000000 Penalty: 84149.148438
Iteration 353Q: 25 clusters Score -1.804773e+08 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92803 members 
Mstep: Class 2 contains 49484 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 178703 members 
Mstep: Class 5 contains 164084 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 183564 members 
Mstep: Class 8 contains 49557 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39341 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 58334 members 
Mstep: Class 16 contains 27224 members 
Mstep: Class 17 contains 40100 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80120 members 
Mstep: Class 21 contains 61633 members 
Mstep: Class 22 contains 165565 members 
Mstep: Class 23 contains 175220 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477056.000000 Penalty: 84149.148438
Iteration 354Q: 25 clusters Score -1.804771e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92819 members 
Mstep: Class 2 contains 49477 members 
Mstep: Class 3 contains 7412 members 
Mstep: Class 4 contains 178717 members 
Mstep: Class 5 contains 164057 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 183641 members 
Mstep: Class 8 contains 49551 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39340 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 961 members 
Mstep: Class 14 contains 999 members 
Mstep: Class 15 contains 58291 members 
Mstep: Class 16 contains 27236 members 
Mstep: Class 17 contains 40099 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80122 members 
Mstep: Class 21 contains 61587 members 
Mstep: Class 22 contains 165558 members 
Mstep: Class 23 contains 175234 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477072.000000 Penalty: 84149.148438
Iteration 355Q: 25 clusters Score -1.804771e+08 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92831 members 
Mstep: Class 2 contains 49473 members 
Mstep: Class 3 contains 7413 members 
Mstep: Class 4 contains 178702 members 
Mstep: Class 5 contains 164044 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 183715 members 
Mstep: Class 8 contains 49546 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39327 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 999 members 
Mstep: Class 15 contains 58262 members 
Mstep: Class 16 contains 27262 members 
Mstep: Class 17 contains 40098 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80133 members 
Mstep: Class 21 contains 61547 members 
Mstep: Class 22 contains 165549 members 
Mstep: Class 23 contains 175240 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477168.000000 Penalty: 84149.148438
Iteration 356Q: 25 clusters Score -1.804772e+08 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92835 members 
Mstep: Class 2 contains 49472 members 
Mstep: Class 3 contains 7416 members 
Mstep: Class 4 contains 178663 members 
Mstep: Class 5 contains 164055 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 183798 members 
Mstep: Class 8 contains 49537 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39301 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 960 members 
Mstep: Class 14 contains 999 members 
Mstep: Class 15 contains 58234 members 
Mstep: Class 16 contains 27306 members 
Mstep: Class 17 contains 40093 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80148 members 
Mstep: Class 21 contains 61499 members 
Mstep: Class 22 contains 165502 members 
Mstep: Class 23 contains 175283 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477088.000000 Penalty: 84149.148438
Iteration 357Q: 25 clusters Score -1.804771e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92855 members 
Mstep: Class 2 contains 49474 members 
Mstep: Class 3 contains 7417 members 
Mstep: Class 4 contains 178595 members 
Mstep: Class 5 contains 164102 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 183847 members 
Mstep: Class 8 contains 49526 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39283 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 959 members 
Mstep: Class 14 contains 999 members 
Mstep: Class 15 contains 58217 members 
Mstep: Class 16 contains 27359 members 
Mstep: Class 17 contains 40083 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80141 members 
Mstep: Class 21 contains 61449 members 
Mstep: Class 22 contains 165449 members 
Mstep: Class 23 contains 175346 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476464.000000 Penalty: 84149.148438
Iteration 358Q: 25 clusters Score -1.804765e+08 nChanged 1485
Entering ConstructFrom: 
Score: -180476464.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (92879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92879 members 
Entering Unmasked Estep 
Score: -12025949.000000 Penalty: 2836.885010
	Iteration 0F: 2 clusters Score -1.202595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -11963882.000000 Penalty: 5673.770020
	Iteration 0F: 3 clusters Score -1.196388e+07 nChanged 43862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -11988971.000000 Penalty: 5673.770020
	Iteration 1F: 3 clusters Score -1.198897e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -11989843.000000 Penalty: 5673.770020
	Iteration 2Q: 3 clusters Score -1.198984e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -11990850.000000 Penalty: 5673.770020
	Iteration 3Q: 3 clusters Score -1.199085e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -11992023.000000 Penalty: 5673.770020
	Iteration 4Q: 3 clusters Score -1.199202e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -11993696.000000 Penalty: 5673.770020
	Iteration 5Q: 3 clusters Score -1.19937e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58709 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -11995978.000000 Penalty: 5673.770020
	Iteration 6F: 3 clusters Score -1.199598e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -11999196.000000 Penalty: 5673.770020
	Iteration 7F: 3 clusters Score -1.19992e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69517 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -12003140.000000 Penalty: 5673.770020
	Iteration 8F: 3 clusters Score -1.200314e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75604 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -12007927.000000 Penalty: 5673.770020
	Iteration 9F: 3 clusters Score -1.200793e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81443 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -12013199.000000 Penalty: 5673.770020
	Iteration 10F: 3 clusters Score -1.20132e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86203 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -12017973.000000 Penalty: 5673.770020
	Iteration 11F: 3 clusters Score -1.201797e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89234 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -12020946.000000 Penalty: 5673.770020
	Iteration 12Q: 3 clusters Score -1.202095e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90789 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -12022280.000000 Penalty: 5673.770020
	Iteration 13Q: 3 clusters Score -1.202228e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91590 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -12022865.000000 Penalty: 5673.770020
	Iteration 14Q: 3 clusters Score -1.202286e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91999 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -12023170.000000 Penalty: 5673.770020
	Iteration 15Q: 3 clusters Score -1.202317e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92206 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -12023337.000000 Penalty: 5673.770020
	Iteration 16Q: 3 clusters Score -1.202334e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92313 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -12023434.000000 Penalty: 5673.770020
	Iteration 17Q: 3 clusters Score -1.202343e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92375 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -12023509.000000 Penalty: 5673.770020
	Iteration 18Q: 3 clusters Score -1.202351e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92422 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -12023581.000000 Penalty: 5673.770020
	Iteration 19Q: 3 clusters Score -1.202358e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92460 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12023625.000000 Penalty: 5673.770020
	Iteration 20F: 3 clusters Score -1.202362e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92475 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -12023651.000000 Penalty: 5673.770020
	Iteration 21Q: 3 clusters Score -1.202365e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92488 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -12023652.000000 Penalty: 5673.770020
	Iteration 22Q: 3 clusters Score -1.202365e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92499 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -12023670.000000 Penalty: 5673.770020
	Iteration 23Q: 3 clusters Score -1.202367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92507 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -12023670.000000 Penalty: 5673.770020
	Iteration 24Q: 3 clusters Score -1.202367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92512 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -12023667.000000 Penalty: 5673.770020
	Iteration 25Q: 3 clusters Score -1.202367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92518 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -12023685.000000 Penalty: 5673.770020
	Iteration 26Q: 3 clusters Score -1.202368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92524 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -12023683.000000 Penalty: 5673.770020
	Iteration 27Q: 3 clusters Score -1.202368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92527 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -12023681.000000 Penalty: 5673.770020
	Iteration 28Q: 3 clusters Score -1.202368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92531 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -12023688.000000 Penalty: 5673.770020
	Iteration 29Q: 3 clusters Score -1.202369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92532 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -12023688.000000 Penalty: 5673.770020
	Iteration 30Q: 3 clusters Score -1.202369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92530 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -12023692.000000 Penalty: 5673.770020
	Iteration 31Q: 3 clusters Score -1.202369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92529 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -12023698.000000 Penalty: 5673.770020
	Iteration 32Q: 3 clusters Score -1.20237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92531 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -12023707.000000 Penalty: 5673.770020
	Iteration 33Q: 3 clusters Score -1.202371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92531 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -12023710.000000 Penalty: 5673.770020
	Iteration 34Q: 3 clusters Score -1.202371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92533 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -12023716.000000 Penalty: 5673.770020
	Iteration 35Q: 3 clusters Score -1.202372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92533 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -12023716.000000 Penalty: 5673.770020
	Iteration 36F: 3 clusters Score -1.202372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Entering Unmasked Estep 
Score: -6565663.000000 Penalty: 2680.722412
	Iteration 0F: 2 clusters Score -6565663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -6532208.000000 Penalty: 5361.444824
	Iteration 0F: 3 clusters Score -6532208 nChanged 22926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -6544898.000000 Penalty: 5361.444824
	Iteration 1F: 3 clusters Score -6544898 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -6545616.000000 Penalty: 5361.444824
	Iteration 2Q: 3 clusters Score -6545616 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -6546447.500000 Penalty: 5361.444824
	Iteration 3Q: 3 clusters Score -6546448 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -6547344.000000 Penalty: 5361.444824
	Iteration 4Q: 3 clusters Score -6547344 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -6548310.000000 Penalty: 5361.444824
	Iteration 5Q: 3 clusters Score -6548310 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -6549340.500000 Penalty: 5361.444824
	Iteration 6Q: 3 clusters Score -6549340 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -6550612.000000 Penalty: 5361.444824
	Iteration 7Q: 3 clusters Score -6550612 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -6552291.500000 Penalty: 5361.444824
	Iteration 8F: 3 clusters Score -6552292 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -6554049.000000 Penalty: 5361.444824
	Iteration 9F: 3 clusters Score -6554049 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -6555627.000000 Penalty: 5361.444824
	Iteration 10F: 3 clusters Score -6555627 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -6556840.500000 Penalty: 5361.444824
	Iteration 11Q: 3 clusters Score -6556840 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -6557593.500000 Penalty: 5361.444824
	Iteration 12Q: 3 clusters Score -6557594 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -6558186.500000 Penalty: 5361.444824
	Iteration 13Q: 3 clusters Score -6558186 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -6558685.500000 Penalty: 5361.444824
	Iteration 14Q: 3 clusters Score -6558686 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -6559287.000000 Penalty: 5361.444824
	Iteration 15Q: 3 clusters Score -6559287 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -6559806.500000 Penalty: 5361.444824
	Iteration 16Q: 3 clusters Score -6559806 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -6560365.500000 Penalty: 5361.444824
	Iteration 17Q: 3 clusters Score -6560366 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -6560863.000000 Penalty: 5361.444824
	Iteration 18Q: 3 clusters Score -6560863 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -6561340.000000 Penalty: 5361.444824
	Iteration 19Q: 3 clusters Score -6561340 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -6561750.000000 Penalty: 5361.444824
	Iteration 20F: 3 clusters Score -6561750 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -6562084.000000 Penalty: 5361.444824
	Iteration 21Q: 3 clusters Score -6562084 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -6562339.500000 Penalty: 5361.444824
	Iteration 22Q: 3 clusters Score -6562340 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -6562578.500000 Penalty: 5361.444824
	Iteration 23Q: 3 clusters Score -6562578 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -6562799.000000 Penalty: 5361.444824
	Iteration 24Q: 3 clusters Score -6562799 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -6562974.000000 Penalty: 5361.444824
	Iteration 25Q: 3 clusters Score -6562974 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -6563085.000000 Penalty: 5361.444824
	Iteration 26Q: 3 clusters Score -6563085 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -6563217.500000 Penalty: 5361.444824
	Iteration 27Q: 3 clusters Score -6563218 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -6563317.500000 Penalty: 5361.444824
	Iteration 28Q: 3 clusters Score -6563318 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -6563391.500000 Penalty: 5361.444824
	Iteration 29Q: 3 clusters Score -6563392 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -6563434.500000 Penalty: 5361.444824
	Iteration 30Q: 3 clusters Score -6563434 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -6563529.000000 Penalty: 5361.444824
	Iteration 31Q: 3 clusters Score -6563529 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -6563612.500000 Penalty: 5361.444824
	Iteration 32Q: 3 clusters Score -6563612 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -6563676.500000 Penalty: 5361.444824
	Iteration 33Q: 3 clusters Score -6563676 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -6563739.500000 Penalty: 5361.444824
	Iteration 34Q: 3 clusters Score -6563740 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -6563785.000000 Penalty: 5361.444824
	Iteration 35Q: 3 clusters Score -6563785 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -6563853.500000 Penalty: 5361.444824
	Iteration 36Q: 3 clusters Score -6563854 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -6563915.500000 Penalty: 5361.444824
	Iteration 37Q: 3 clusters Score -6563916 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -6563967.500000 Penalty: 5361.444824
	Iteration 38Q: 3 clusters Score -6563968 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -6564007.500000 Penalty: 5361.444824
	Iteration 39Q: 3 clusters Score -6564008 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -6564049.000000 Penalty: 5361.444824
	Iteration 40F: 3 clusters Score -6564049 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -6564073.500000 Penalty: 5361.444824
	Iteration 41Q: 3 clusters Score -6564074 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -6564103.000000 Penalty: 5361.444824
	Iteration 42Q: 3 clusters Score -6564103 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -6564135.000000 Penalty: 5361.444824
	Iteration 43Q: 3 clusters Score -6564135 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -6564165.000000 Penalty: 5361.444824
	Iteration 44Q: 3 clusters Score -6564165 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -6564161.500000 Penalty: 5361.444824
	Iteration 45Q: 3 clusters Score -6564162 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -6564167.000000 Penalty: 5361.444824
	Iteration 46Q: 3 clusters Score -6564167 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -6564201.000000 Penalty: 5361.444824
	Iteration 47Q: 3 clusters Score -6564201 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -6564220.000000 Penalty: 5361.444824
	Iteration 48Q: 3 clusters Score -6564220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -6564238.000000 Penalty: 5361.444824
	Iteration 49Q: 3 clusters Score -6564238 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -6564252.000000 Penalty: 5361.444824
	Iteration 50Q: 3 clusters Score -6564252 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -6564268.500000 Penalty: 5361.444824
	Iteration 51Q: 3 clusters Score -6564268 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -6564297.500000 Penalty: 5361.444824
	Iteration 52Q: 3 clusters Score -6564298 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -6564318.500000 Penalty: 5361.444824
	Iteration 53Q: 3 clusters Score -6564318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6564323.000000 Penalty: 5361.444824
	Iteration 54Q: 3 clusters Score -6564323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -6564341.000000 Penalty: 5361.444824
	Iteration 55Q: 3 clusters Score -6564341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -6564334.500000 Penalty: 5361.444824
	Iteration 56Q: 3 clusters Score -6564334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6564342.500000 Penalty: 5361.444824
	Iteration 57Q: 3 clusters Score -6564342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -6564355.000000 Penalty: 5361.444824
	Iteration 58Q: 3 clusters Score -6564355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -6564361.500000 Penalty: 5361.444824
	Iteration 59Q: 3 clusters Score -6564362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6564365.000000 Penalty: 5361.444824
	Iteration 60F: 3 clusters Score -6564365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6564358.000000 Penalty: 5361.444824
	Iteration 61Q: 3 clusters Score -6564358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -6564358.000000 Penalty: 5361.444824
	Iteration 62Q: 3 clusters Score -6564358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -6564358.500000 Penalty: 5361.444824
	Iteration 63Q: 3 clusters Score -6564358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6564358.000000 Penalty: 5361.444824
	Iteration 64Q: 3 clusters Score -6564358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -6564360.000000 Penalty: 5361.444824
	Iteration 65Q: 3 clusters Score -6564360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -6564370.000000 Penalty: 5361.444824
	Iteration 66Q: 3 clusters Score -6564370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6564374.000000 Penalty: 5361.444824
	Iteration 67Q: 3 clusters Score -6564374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -6564375.000000 Penalty: 5361.444824
	Iteration 68Q: 3 clusters Score -6564375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6564378.000000 Penalty: 5361.444824
	Iteration 69Q: 3 clusters Score -6564378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6564378.000000 Penalty: 5361.444824
	Iteration 70F: 3 clusters Score -6564378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Entering Unmasked Estep 
Score: -940996.562500 Penalty: 2210.093018
	Iteration 0F: 2 clusters Score -940996.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -934982.062500 Penalty: 4420.186035
	Iteration 0F: 3 clusters Score -934982.1 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -936785.812500 Penalty: 4420.186035
	Iteration 1F: 3 clusters Score -936785.8 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -937457.437500 Penalty: 4420.186035
	Iteration 2F: 3 clusters Score -937457.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -938106.187500 Penalty: 4420.186035
	Iteration 3F: 3 clusters Score -938106.2 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -938587.812500 Penalty: 4420.186035
	Iteration 4F: 3 clusters Score -938587.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -938900.375000 Penalty: 4420.186035
	Iteration 5F: 3 clusters Score -938900.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -939102.312500 Penalty: 4420.186035
	Iteration 6Q: 3 clusters Score -939102.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -939216.562500 Penalty: 4420.186035
	Iteration 7Q: 3 clusters Score -939216.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -939285.937500 Penalty: 4420.186035
	Iteration 8Q: 3 clusters Score -939285.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -939340.125000 Penalty: 4420.186035
	Iteration 9Q: 3 clusters Score -939340.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -939379.437500 Penalty: 4420.186035
	Iteration 10Q: 3 clusters Score -939379.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -939420.187500 Penalty: 4420.186035
	Iteration 11Q: 3 clusters Score -939420.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -939445.000000 Penalty: 4420.186035
	Iteration 12Q: 3 clusters Score -939445 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -939460.687500 Penalty: 4420.186035
	Iteration 13Q: 3 clusters Score -939460.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -939469.437500 Penalty: 4420.186035
	Iteration 14Q: 3 clusters Score -939469.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -939478.875000 Penalty: 4420.186035
	Iteration 15Q: 3 clusters Score -939478.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -939492.875000 Penalty: 4420.186035
	Iteration 16Q: 3 clusters Score -939492.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -939502.750000 Penalty: 4420.186035
	Iteration 17Q: 3 clusters Score -939502.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -939519.750000 Penalty: 4420.186035
	Iteration 18Q: 3 clusters Score -939519.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -939532.562500 Penalty: 4420.186035
	Iteration 19Q: 3 clusters Score -939532.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -939546.875000 Penalty: 4420.186035
	Iteration 20F: 3 clusters Score -939546.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -939556.500000 Penalty: 4420.186035
	Iteration 21Q: 3 clusters Score -939556.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -939565.375000 Penalty: 4420.186035
	Iteration 22Q: 3 clusters Score -939565.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -939569.500000 Penalty: 4420.186035
	Iteration 23Q: 3 clusters Score -939569.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -939575.000000 Penalty: 4420.186035
	Iteration 24Q: 3 clusters Score -939575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -939576.312500 Penalty: 4420.186035
	Iteration 25Q: 3 clusters Score -939576.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -939580.437500 Penalty: 4420.186035
	Iteration 26Q: 3 clusters Score -939580.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -939583.062500 Penalty: 4420.186035
	Iteration 27Q: 3 clusters Score -939583.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -939583.437500 Penalty: 4420.186035
	Iteration 28Q: 3 clusters Score -939583.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -939583.437500 Penalty: 4420.186035
	Iteration 29F: 3 clusters Score -939583.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (178545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178545 members 
Entering Unmasked Estep 
Score: -23949570.000000 Penalty: 2998.963867
	Iteration 0F: 2 clusters Score -2.394957e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89299 members 
Mstep: Class 2 contains 89246 members 
Entering Unmasked Estep 
Score: -23834694.000000 Penalty: 5997.927734
	Iteration 0F: 3 clusters Score -2.383469e+07 nChanged 85642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89673 members 
Mstep: Class 2 contains 88872 members 
Entering Unmasked Estep 
Score: -23885392.000000 Penalty: 5997.927734
	Iteration 1F: 3 clusters Score -2.388539e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89914 members 
Mstep: Class 2 contains 88631 members 
Entering Unmasked Estep 
Score: -23886992.000000 Penalty: 5997.927734
	Iteration 2Q: 3 clusters Score -2.388699e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90118 members 
Mstep: Class 2 contains 88427 members 
Entering Unmasked Estep 
Score: -23889666.000000 Penalty: 5997.927734
	Iteration 3Q: 3 clusters Score -2.388967e+07 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89978 members 
Mstep: Class 2 contains 88567 members 
Entering Unmasked Estep 
Score: -23892782.000000 Penalty: 5997.927734
	Iteration 4Q: 3 clusters Score -2.389278e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88900 members 
Mstep: Class 2 contains 89645 members 
Entering Unmasked Estep 
Score: -23897142.000000 Penalty: 5997.927734
	Iteration 5Q: 3 clusters Score -2.389714e+07 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86167 members 
Mstep: Class 2 contains 92378 members 
Entering Unmasked Estep 
Score: -23903592.000000 Penalty: 5997.927734
	Iteration 6F: 3 clusters Score -2.390359e+07 nChanged 13172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81235 members 
Mstep: Class 2 contains 97310 members 
Entering Unmasked Estep 
Score: -23914726.000000 Penalty: 5997.927734
	Iteration 7F: 3 clusters Score -2.391473e+07 nChanged 15084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74891 members 
Mstep: Class 2 contains 103654 members 
Entering Unmasked Estep 
Score: -23929002.000000 Penalty: 5997.927734
	Iteration 8F: 3 clusters Score -2.3929e+07 nChanged 12422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70109 members 
Mstep: Class 2 contains 108436 members 
Entering Unmasked Estep 
Score: -23937994.000000 Penalty: 5997.927734
	Iteration 9F: 3 clusters Score -2.393799e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67827 members 
Mstep: Class 2 contains 110718 members 
Entering Unmasked Estep 
Score: -23940724.000000 Penalty: 5997.927734
	Iteration 10Q: 3 clusters Score -2.394072e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66521 members 
Mstep: Class 2 contains 112024 members 
Entering Unmasked Estep 
Score: -23941534.000000 Penalty: 5997.927734
	Iteration 11Q: 3 clusters Score -2.394153e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65511 members 
Mstep: Class 2 contains 113034 members 
Entering Unmasked Estep 
Score: -23942078.000000 Penalty: 5997.927734
	Iteration 12Q: 3 clusters Score -2.394208e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64688 members 
Mstep: Class 2 contains 113857 members 
Entering Unmasked Estep 
Score: -23942410.000000 Penalty: 5997.927734
	Iteration 13Q: 3 clusters Score -2.394241e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63939 members 
Mstep: Class 2 contains 114606 members 
Entering Unmasked Estep 
Score: -23942588.000000 Penalty: 5997.927734
	Iteration 14Q: 3 clusters Score -2.394259e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63298 members 
Mstep: Class 2 contains 115247 members 
Entering Unmasked Estep 
Score: -23942820.000000 Penalty: 5997.927734
	Iteration 15Q: 3 clusters Score -2.394282e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62702 members 
Mstep: Class 2 contains 115843 members 
Entering Unmasked Estep 
Score: -23942988.000000 Penalty: 5997.927734
	Iteration 16Q: 3 clusters Score -2.394299e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62077 members 
Mstep: Class 2 contains 116468 members 
Entering Unmasked Estep 
Score: -23943208.000000 Penalty: 5997.927734
	Iteration 17Q: 3 clusters Score -2.394321e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61547 members 
Mstep: Class 2 contains 116998 members 
Entering Unmasked Estep 
Score: -23943286.000000 Penalty: 5997.927734
	Iteration 18Q: 3 clusters Score -2.394329e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61031 members 
Mstep: Class 2 contains 117514 members 
Entering Unmasked Estep 
Score: -23943364.000000 Penalty: 5997.927734
	Iteration 19Q: 3 clusters Score -2.394336e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60548 members 
Mstep: Class 2 contains 117997 members 
Entering Unmasked Estep 
Score: -23943444.000000 Penalty: 5997.927734
	Iteration 20F: 3 clusters Score -2.394344e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60099 members 
Mstep: Class 2 contains 118446 members 
Entering Unmasked Estep 
Score: -23943498.000000 Penalty: 5997.927734
	Iteration 21Q: 3 clusters Score -2.39435e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59597 members 
Mstep: Class 2 contains 118948 members 
Entering Unmasked Estep 
Score: -23943640.000000 Penalty: 5997.927734
	Iteration 22Q: 3 clusters Score -2.394364e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59139 members 
Mstep: Class 2 contains 119406 members 
Entering Unmasked Estep 
Score: -23943646.000000 Penalty: 5997.927734
	Iteration 23Q: 3 clusters Score -2.394365e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 119882 members 
Entering Unmasked Estep 
Score: -23943740.000000 Penalty: 5997.927734
	Iteration 24Q: 3 clusters Score -2.394374e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58170 members 
Mstep: Class 2 contains 120375 members 
Entering Unmasked Estep 
Score: -23943860.000000 Penalty: 5997.927734
	Iteration 25Q: 3 clusters Score -2.394386e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57703 members 
Mstep: Class 2 contains 120842 members 
Entering Unmasked Estep 
Score: -23943898.000000 Penalty: 5997.927734
	Iteration 26Q: 3 clusters Score -2.39439e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 121301 members 
Entering Unmasked Estep 
Score: -23943938.000000 Penalty: 5997.927734
	Iteration 27Q: 3 clusters Score -2.394394e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56767 members 
Mstep: Class 2 contains 121778 members 
Entering Unmasked Estep 
Score: -23944032.000000 Penalty: 5997.927734
	Iteration 28Q: 3 clusters Score -2.394403e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 122246 members 
Entering Unmasked Estep 
Score: -23944056.000000 Penalty: 5997.927734
	Iteration 29Q: 3 clusters Score -2.394406e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 122740 members 
Entering Unmasked Estep 
Score: -23944112.000000 Penalty: 5997.927734
	Iteration 30Q: 3 clusters Score -2.394411e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55327 members 
Mstep: Class 2 contains 123218 members 
Entering Unmasked Estep 
Score: -23944208.000000 Penalty: 5997.927734
	Iteration 31Q: 3 clusters Score -2.394421e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 123695 members 
Entering Unmasked Estep 
Score: -23944266.000000 Penalty: 5997.927734
	Iteration 32Q: 3 clusters Score -2.394427e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 124238 members 
Entering Unmasked Estep 
Score: -23944260.000000 Penalty: 5997.927734
	Iteration 33Q: 3 clusters Score -2.394426e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 124789 members 
Entering Unmasked Estep 
Score: -23944342.000000 Penalty: 5997.927734
	Iteration 34Q: 3 clusters Score -2.394434e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 125327 members 
Entering Unmasked Estep 
Score: -23944404.000000 Penalty: 5997.927734
	Iteration 35Q: 3 clusters Score -2.39444e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 125863 members 
Entering Unmasked Estep 
Score: -23944532.000000 Penalty: 5997.927734
	Iteration 36Q: 3 clusters Score -2.394453e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 126422 members 
Entering Unmasked Estep 
Score: -23944662.000000 Penalty: 5997.927734
	Iteration 37Q: 3 clusters Score -2.394466e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51572 members 
Mstep: Class 2 contains 126973 members 
Entering Unmasked Estep 
Score: -23944708.000000 Penalty: 5997.927734
	Iteration 38Q: 3 clusters Score -2.394471e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 127538 members 
Entering Unmasked Estep 
Score: -23944796.000000 Penalty: 5997.927734
	Iteration 39Q: 3 clusters Score -2.39448e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50458 members 
Mstep: Class 2 contains 128087 members 
Entering Unmasked Estep 
Score: -23944854.000000 Penalty: 5997.927734
	Iteration 40F: 3 clusters Score -2.394485e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 128628 members 
Entering Unmasked Estep 
Score: -23944964.000000 Penalty: 5997.927734
	Iteration 41Q: 3 clusters Score -2.394496e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 129213 members 
Entering Unmasked Estep 
Score: -23945016.000000 Penalty: 5997.927734
	Iteration 42Q: 3 clusters Score -2.394502e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 129787 members 
Entering Unmasked Estep 
Score: -23945078.000000 Penalty: 5997.927734
	Iteration 43Q: 3 clusters Score -2.394508e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 130343 members 
Entering Unmasked Estep 
Score: -23945222.000000 Penalty: 5997.927734
	Iteration 44Q: 3 clusters Score -2.394522e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 130918 members 
Entering Unmasked Estep 
Score: -23945202.000000 Penalty: 5997.927734
	Iteration 45Q: 3 clusters Score -2.39452e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 131490 members 
Entering Unmasked Estep 
Score: -23945224.000000 Penalty: 5997.927734
	Iteration 46Q: 3 clusters Score -2.394522e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 132075 members 
Entering Unmasked Estep 
Score: -23945346.000000 Penalty: 5997.927734
	Iteration 47Q: 3 clusters Score -2.394535e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 132672 members 
Entering Unmasked Estep 
Score: -23945374.000000 Penalty: 5997.927734
	Iteration 48Q: 3 clusters Score -2.394537e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 133340 members 
Entering Unmasked Estep 
Score: -23945456.000000 Penalty: 5997.927734
	Iteration 49Q: 3 clusters Score -2.394546e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 134059 members 
Entering Unmasked Estep 
Score: -23945584.000000 Penalty: 5997.927734
	Iteration 50Q: 3 clusters Score -2.394558e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 134790 members 
Entering Unmasked Estep 
Score: -23945610.000000 Penalty: 5997.927734
	Iteration 51Q: 3 clusters Score -2.394561e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 135561 members 
Entering Unmasked Estep 
Score: -23945776.000000 Penalty: 5997.927734
	Iteration 52Q: 3 clusters Score -2.394578e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 136365 members 
Entering Unmasked Estep 
Score: -23945910.000000 Penalty: 5997.927734
	Iteration 53Q: 3 clusters Score -2.394591e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 137117 members 
Entering Unmasked Estep 
Score: -23946044.000000 Penalty: 5997.927734
	Iteration 54Q: 3 clusters Score -2.394604e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 137873 members 
Entering Unmasked Estep 
Score: -23946220.000000 Penalty: 5997.927734
	Iteration 55Q: 3 clusters Score -2.394622e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 138638 members 
Entering Unmasked Estep 
Score: -23946390.000000 Penalty: 5997.927734
	Iteration 56Q: 3 clusters Score -2.394639e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 139437 members 
Entering Unmasked Estep 
Score: -23946492.000000 Penalty: 5997.927734
	Iteration 57Q: 3 clusters Score -2.394649e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 140221 members 
Entering Unmasked Estep 
Score: -23946592.000000 Penalty: 5997.927734
	Iteration 58Q: 3 clusters Score -2.394659e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 140977 members 
Entering Unmasked Estep 
Score: -23946776.000000 Penalty: 5997.927734
	Iteration 59Q: 3 clusters Score -2.394678e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 141750 members 
Entering Unmasked Estep 
Score: -23946934.000000 Penalty: 5997.927734
	Iteration 60F: 3 clusters Score -2.394693e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 142505 members 
Entering Unmasked Estep 
Score: -23947106.000000 Penalty: 5997.927734
	Iteration 61Q: 3 clusters Score -2.394711e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 143270 members 
Entering Unmasked Estep 
Score: -23947322.000000 Penalty: 5997.927734
	Iteration 62Q: 3 clusters Score -2.394732e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 144091 members 
Entering Unmasked Estep 
Score: -23947534.000000 Penalty: 5997.927734
	Iteration 63Q: 3 clusters Score -2.394753e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 144964 members 
Entering Unmasked Estep 
Score: -23947696.000000 Penalty: 5997.927734
	Iteration 64Q: 3 clusters Score -2.39477e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 145919 members 
Entering Unmasked Estep 
Score: -23947826.000000 Penalty: 5997.927734
	Iteration 65Q: 3 clusters Score -2.394783e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 146929 members 
Entering Unmasked Estep 
Score: -23947996.000000 Penalty: 5997.927734
	Iteration 66Q: 3 clusters Score -2.3948e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 147976 members 
Entering Unmasked Estep 
Score: -23948086.000000 Penalty: 5997.927734
	Iteration 67Q: 3 clusters Score -2.394809e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 149030 members 
Entering Unmasked Estep 
Score: -23948302.000000 Penalty: 5997.927734
	Iteration 68Q: 3 clusters Score -2.39483e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 150037 members 
Entering Unmasked Estep 
Score: -23948508.000000 Penalty: 5997.927734
	Iteration 69Q: 3 clusters Score -2.394851e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 151061 members 
Entering Unmasked Estep 
Score: -23948640.000000 Penalty: 5997.927734
	Iteration 70Q: 3 clusters Score -2.394864e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 152083 members 
Entering Unmasked Estep 
Score: -23948746.000000 Penalty: 5997.927734
	Iteration 71Q: 3 clusters Score -2.394875e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 153154 members 
Entering Unmasked Estep 
Score: -23948792.000000 Penalty: 5997.927734
	Iteration 72Q: 3 clusters Score -2.394879e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 154166 members 
Entering Unmasked Estep 
Score: -23948824.000000 Penalty: 5997.927734
	Iteration 73Q: 3 clusters Score -2.394882e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 155196 members 
Entering Unmasked Estep 
Score: -23948948.000000 Penalty: 5997.927734
	Iteration 74Q: 3 clusters Score -2.394895e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 156270 members 
Entering Unmasked Estep 
Score: -23949156.000000 Penalty: 5997.927734
	Iteration 75Q: 3 clusters Score -2.394916e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 157443 members 
Entering Unmasked Estep 
Score: -23949286.000000 Penalty: 5997.927734
	Iteration 76Q: 3 clusters Score -2.394929e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 158673 members 
Entering Unmasked Estep 
Score: -23949424.000000 Penalty: 5997.927734
	Iteration 77Q: 3 clusters Score -2.394942e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 159875 members 
Entering Unmasked Estep 
Score: -23949502.000000 Penalty: 5997.927734
	Iteration 78Q: 3 clusters Score -2.39495e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 161019 members 
Entering Unmasked Estep 
Score: -23949660.000000 Penalty: 5997.927734
	Iteration 79Q: 3 clusters Score -2.394966e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 162123 members 
Entering Unmasked Estep 
Score: -23949680.000000 Penalty: 5997.927734
	Iteration 80F: 3 clusters Score -2.394968e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 163211 members 
Entering Unmasked Estep 
Score: -23949706.000000 Penalty: 5997.927734
	Iteration 81Q: 3 clusters Score -2.394971e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 164241 members 
Entering Unmasked Estep 
Score: -23949782.000000 Penalty: 5997.927734
	Iteration 82Q: 3 clusters Score -2.394978e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 165201 members 
Entering Unmasked Estep 
Score: -23949790.000000 Penalty: 5997.927734
	Iteration 83Q: 3 clusters Score -2.394979e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 166112 members 
Entering Unmasked Estep 
Score: -23949744.000000 Penalty: 5997.927734
	Iteration 84Q: 3 clusters Score -2.394974e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 166982 members 
Entering Unmasked Estep 
Score: -23949720.000000 Penalty: 5997.927734
	Iteration 85Q: 3 clusters Score -2.394972e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 167761 members 
Entering Unmasked Estep 
Score: -23949622.000000 Penalty: 5997.927734
	Iteration 86Q: 3 clusters Score -2.394962e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 168453 members 
Entering Unmasked Estep 
Score: -23949576.000000 Penalty: 5997.927734
	Iteration 87Q: 3 clusters Score -2.394958e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 169131 members 
Entering Unmasked Estep 
Score: -23949452.000000 Penalty: 5997.927734
	Iteration 88Q: 3 clusters Score -2.394945e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 169779 members 
Entering Unmasked Estep 
Score: -23949416.000000 Penalty: 5997.927734
	Iteration 89Q: 3 clusters Score -2.394942e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 170372 members 
Entering Unmasked Estep 
Score: -23949384.000000 Penalty: 5997.927734
	Iteration 90Q: 3 clusters Score -2.394938e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 170914 members 
Entering Unmasked Estep 
Score: -23949362.000000 Penalty: 5997.927734
	Iteration 91Q: 3 clusters Score -2.394936e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 171418 members 
Entering Unmasked Estep 
Score: -23949270.000000 Penalty: 5997.927734
	Iteration 92Q: 3 clusters Score -2.394927e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 171889 members 
Entering Unmasked Estep 
Score: -23949308.000000 Penalty: 5997.927734
	Iteration 93Q: 3 clusters Score -2.394931e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 172321 members 
Entering Unmasked Estep 
Score: -23949270.000000 Penalty: 5997.927734
	Iteration 94Q: 3 clusters Score -2.394927e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 172718 members 
Entering Unmasked Estep 
Score: -23949296.000000 Penalty: 5997.927734
	Iteration 95Q: 3 clusters Score -2.39493e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 173091 members 
Entering Unmasked Estep 
Score: -23949212.000000 Penalty: 5997.927734
	Iteration 96Q: 3 clusters Score -2.394921e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 173430 members 
Entering Unmasked Estep 
Score: -23949142.000000 Penalty: 5997.927734
	Iteration 97Q: 3 clusters Score -2.394914e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 173741 members 
Entering Unmasked Estep 
Score: -23949106.000000 Penalty: 5997.927734
	Iteration 98Q: 3 clusters Score -2.394911e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 173984 members 
Entering Unmasked Estep 
Score: -23949094.000000 Penalty: 5997.927734
	Iteration 99Q: 3 clusters Score -2.394909e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 174198 members 
Entering Unmasked Estep 
Score: -23949126.000000 Penalty: 5997.927734
	Iteration 100F: 3 clusters Score -2.394913e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 174382 members 
Entering Unmasked Estep 
Score: -23949114.000000 Penalty: 5997.927734
	Iteration 101Q: 3 clusters Score -2.394911e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 174535 members 
Entering Unmasked Estep 
Score: -23949118.000000 Penalty: 5997.927734
	Iteration 102Q: 3 clusters Score -2.394912e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 174685 members 
Entering Unmasked Estep 
Score: -23949088.000000 Penalty: 5997.927734
	Iteration 103Q: 3 clusters Score -2.394909e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 174829 members 
Entering Unmasked Estep 
Score: -23949056.000000 Penalty: 5997.927734
	Iteration 104Q: 3 clusters Score -2.394906e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 174959 members 
Entering Unmasked Estep 
Score: -23949018.000000 Penalty: 5997.927734
	Iteration 105Q: 3 clusters Score -2.394902e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 175077 members 
Entering Unmasked Estep 
Score: -23949000.000000 Penalty: 5997.927734
	Iteration 106Q: 3 clusters Score -2.3949e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 175194 members 
Entering Unmasked Estep 
Score: -23949014.000000 Penalty: 5997.927734
	Iteration 107Q: 3 clusters Score -2.394901e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 175291 members 
Entering Unmasked Estep 
Score: -23948972.000000 Penalty: 5997.927734
	Iteration 108Q: 3 clusters Score -2.394897e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 175388 members 
Entering Unmasked Estep 
Score: -23948956.000000 Penalty: 5997.927734
	Iteration 109Q: 3 clusters Score -2.394896e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 175477 members 
Entering Unmasked Estep 
Score: -23948886.000000 Penalty: 5997.927734
	Iteration 110Q: 3 clusters Score -2.394889e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 175567 members 
Entering Unmasked Estep 
Score: -23948892.000000 Penalty: 5997.927734
	Iteration 111Q: 3 clusters Score -2.394889e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 175625 members 
Entering Unmasked Estep 
Score: -23948864.000000 Penalty: 5997.927734
	Iteration 112Q: 3 clusters Score -2.394886e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 175672 members 
Entering Unmasked Estep 
Score: -23948844.000000 Penalty: 5997.927734
	Iteration 113Q: 3 clusters Score -2.394884e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 175728 members 
Entering Unmasked Estep 
Score: -23948830.000000 Penalty: 5997.927734
	Iteration 114Q: 3 clusters Score -2.394883e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 175770 members 
Entering Unmasked Estep 
Score: -23948828.000000 Penalty: 5997.927734
	Iteration 115Q: 3 clusters Score -2.394883e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 175802 members 
Entering Unmasked Estep 
Score: -23948810.000000 Penalty: 5997.927734
	Iteration 116Q: 3 clusters Score -2.394881e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 175840 members 
Entering Unmasked Estep 
Score: -23948820.000000 Penalty: 5997.927734
	Iteration 117Q: 3 clusters Score -2.394882e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 175872 members 
Entering Unmasked Estep 
Score: -23948782.000000 Penalty: 5997.927734
	Iteration 118Q: 3 clusters Score -2.394878e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 175894 members 
Entering Unmasked Estep 
Score: -23948810.000000 Penalty: 5997.927734
	Iteration 119Q: 3 clusters Score -2.394881e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 175912 members 
Entering Unmasked Estep 
Score: -23948768.000000 Penalty: 5997.927734
	Iteration 120F: 3 clusters Score -2.394877e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 175925 members 
Entering Unmasked Estep 
Score: -23948780.000000 Penalty: 5997.927734
	Iteration 121Q: 3 clusters Score -2.394878e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 175944 members 
Entering Unmasked Estep 
Score: -23948776.000000 Penalty: 5997.927734
	Iteration 122Q: 3 clusters Score -2.394878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 175954 members 
Entering Unmasked Estep 
Score: -23948764.000000 Penalty: 5997.927734
	Iteration 123Q: 3 clusters Score -2.394876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 175961 members 
Entering Unmasked Estep 
Score: -23948782.000000 Penalty: 5997.927734
	Iteration 124Q: 3 clusters Score -2.394878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 175973 members 
Entering Unmasked Estep 
Score: -23948756.000000 Penalty: 5997.927734
	Iteration 125Q: 3 clusters Score -2.394876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 175981 members 
Entering Unmasked Estep 
Score: -23948754.000000 Penalty: 5997.927734
	Iteration 126Q: 3 clusters Score -2.394875e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 175992 members 
Entering Unmasked Estep 
Score: -23948758.000000 Penalty: 5997.927734
	Iteration 127Q: 3 clusters Score -2.394876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 176007 members 
Entering Unmasked Estep 
Score: -23948768.000000 Penalty: 5997.927734
	Iteration 128Q: 3 clusters Score -2.394877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 176015 members 
Entering Unmasked Estep 
Score: -23948776.000000 Penalty: 5997.927734
	Iteration 129Q: 3 clusters Score -2.394878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 176019 members 
Entering Unmasked Estep 
Score: -23948772.000000 Penalty: 5997.927734
	Iteration 130Q: 3 clusters Score -2.394877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 176019 members 
Entering Unmasked Estep 
Score: -23948762.000000 Penalty: 5997.927734
	Iteration 131Q: 3 clusters Score -2.394876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 176019 members 
Entering Unmasked Estep 
Score: -23948762.000000 Penalty: 5997.927734
	Iteration 132F: 3 clusters Score -2.394876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (164101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164101 members 
Entering Unmasked Estep 
Score: -22174748.000000 Penalty: 2978.042969
	Iteration 0F: 2 clusters Score -2.217475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82044 members 
Mstep: Class 2 contains 82057 members 
Entering Unmasked Estep 
Score: -22068608.000000 Penalty: 5956.085938
	Iteration 0F: 3 clusters Score -2.206861e+07 nChanged 78358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82770 members 
Mstep: Class 2 contains 81331 members 
Entering Unmasked Estep 
Score: -22113732.000000 Penalty: 5956.085938
	Iteration 1F: 3 clusters Score -2.211373e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83416 members 
Mstep: Class 2 contains 80685 members 
Entering Unmasked Estep 
Score: -22114526.000000 Penalty: 5956.085938
	Iteration 2Q: 3 clusters Score -2.211453e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84566 members 
Mstep: Class 2 contains 79535 members 
Entering Unmasked Estep 
Score: -22115626.000000 Penalty: 5956.085938
	Iteration 3Q: 3 clusters Score -2.211563e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86490 members 
Mstep: Class 2 contains 77611 members 
Entering Unmasked Estep 
Score: -22117056.000000 Penalty: 5956.085938
	Iteration 4Q: 3 clusters Score -2.211706e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89297 members 
Mstep: Class 2 contains 74804 members 
Entering Unmasked Estep 
Score: -22118780.000000 Penalty: 5956.085938
	Iteration 5Q: 3 clusters Score -2.211878e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93314 members 
Mstep: Class 2 contains 70787 members 
Entering Unmasked Estep 
Score: -22121582.000000 Penalty: 5956.085938
	Iteration 6Q: 3 clusters Score -2.212158e+07 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98538 members 
Mstep: Class 2 contains 65563 members 
Entering Unmasked Estep 
Score: -22125286.000000 Penalty: 5956.085938
	Iteration 7F: 3 clusters Score -2.212529e+07 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105064 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -22130010.000000 Penalty: 5956.085938
	Iteration 8F: 3 clusters Score -2.213001e+07 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112841 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -22135574.000000 Penalty: 5956.085938
	Iteration 9F: 3 clusters Score -2.213557e+07 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122097 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -22142208.000000 Penalty: 5956.085938
	Iteration 10F: 3 clusters Score -2.214221e+07 nChanged 10625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132324 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -22149996.000000 Penalty: 5956.085938
	Iteration 11F: 3 clusters Score -2.215e+07 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142349 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -22158004.000000 Penalty: 5956.085938
	Iteration 12F: 3 clusters Score -2.2158e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150715 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -22164910.000000 Penalty: 5956.085938
	Iteration 13F: 3 clusters Score -2.216491e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157003 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -22169358.000000 Penalty: 5956.085938
	Iteration 14Q: 3 clusters Score -2.216936e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160745 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -22171194.000000 Penalty: 5956.085938
	Iteration 15Q: 3 clusters Score -2.217119e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162506 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -22171742.000000 Penalty: 5956.085938
	Iteration 16Q: 3 clusters Score -2.217174e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163250 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -22172020.000000 Penalty: 5956.085938
	Iteration 17Q: 3 clusters Score -2.217202e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163529 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -22172124.000000 Penalty: 5956.085938
	Iteration 18Q: 3 clusters Score -2.217212e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163637 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -22172180.000000 Penalty: 5956.085938
	Iteration 19Q: 3 clusters Score -2.217218e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163690 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -22172230.000000 Penalty: 5956.085938
	Iteration 20F: 3 clusters Score -2.217223e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163712 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -22172236.000000 Penalty: 5956.085938
	Iteration 21Q: 3 clusters Score -2.217224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163727 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -22172238.000000 Penalty: 5956.085938
	Iteration 22Q: 3 clusters Score -2.217224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163732 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -22172248.000000 Penalty: 5956.085938
	Iteration 23Q: 3 clusters Score -2.217225e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163745 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -22172238.000000 Penalty: 5956.085938
	Iteration 24Q: 3 clusters Score -2.217224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163749 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -22172250.000000 Penalty: 5956.085938
	Iteration 25Q: 3 clusters Score -2.217225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163753 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -22172250.000000 Penalty: 5956.085938
	Iteration 26Q: 3 clusters Score -2.217225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163756 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -22172250.000000 Penalty: 5956.085938
	Iteration 27Q: 3 clusters Score -2.217225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163758 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -22172258.000000 Penalty: 5956.085938
	Iteration 28Q: 3 clusters Score -2.217226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163762 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -22172268.000000 Penalty: 5956.085938
	Iteration 29Q: 3 clusters Score -2.217227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163767 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -22172254.000000 Penalty: 5956.085938
	Iteration 30Q: 3 clusters Score -2.217225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163768 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -22172274.000000 Penalty: 5956.085938
	Iteration 31Q: 3 clusters Score -2.217227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163768 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -22172278.000000 Penalty: 5956.085938
	Iteration 32Q: 3 clusters Score -2.217228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163770 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -22172270.000000 Penalty: 5956.085938
	Iteration 33Q: 3 clusters Score -2.217227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163772 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -22172282.000000 Penalty: 5956.085938
	Iteration 34Q: 3 clusters Score -2.217228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163774 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -22172280.000000 Penalty: 5956.085938
	Iteration 35Q: 3 clusters Score -2.217228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163775 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -22172270.000000 Penalty: 5956.085938
	Iteration 36Q: 3 clusters Score -2.217227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163776 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -22172274.000000 Penalty: 5956.085938
	Iteration 37Q: 3 clusters Score -2.217227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163777 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -22172278.000000 Penalty: 5956.085938
	Iteration 38Q: 3 clusters Score -2.217228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163778 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -22172288.000000 Penalty: 5956.085938
	Iteration 39Q: 3 clusters Score -2.217229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163778 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -22172288.000000 Penalty: 5956.085938
	Iteration 40F: 3 clusters Score -2.217229e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -30398.228516 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -30398.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29261.613281 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -29261.61 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29637.574219 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -29637.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29939.244141 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -29939.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30151.689453 Penalty: 2845.339844
	Iteration 3F: 3 clusters Score -30151.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30362.281250 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -30362.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30405.201172 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -30405.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30413.851562 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -30413.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30422.488281 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -30422.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30437.357422 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -30437.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30447.177734 Penalty: 2845.339844
	Iteration 9Q: 3 clusters Score -30447.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30460.550781 Penalty: 2845.339844
	Iteration 10Q: 3 clusters Score -30460.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30460.550781 Penalty: 2845.339844
	Iteration 11F: 3 clusters Score -30460.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92879 members 
Mstep: Class 2 contains 49482 members 
Mstep: Class 3 contains 7418 members 
Mstep: Class 4 contains 178545 members 
Mstep: Class 5 contains 164101 members 
Mstep: Class 6 contains 113 members 
Mstep: Class 7 contains 183889 members 
Mstep: Class 8 contains 49518 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39267 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 999 members 
Mstep: Class 15 contains 58195 members 
Mstep: Class 16 contains 27408 members 
Mstep: Class 17 contains 40074 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80140 members 
Mstep: Class 21 contains 61410 members 
Mstep: Class 22 contains 165399 members 
Mstep: Class 23 contains 175419 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 197 members 
Entering Unmasked Estep 
Score: -180474928.000000 Penalty: 87655.367188
Splitting cluster 6 changes total score from -180476464.000000 to -180474928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (183889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183889 members 
Entering Unmasked Estep 
Score: -24515318.000000 Penalty: 3006.277588
	Iteration 0F: 2 clusters Score -2.451532e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92440 members 
Mstep: Class 2 contains 91449 members 
Entering Unmasked Estep 
Score: -24398706.000000 Penalty: 6012.555176
	Iteration 0F: 3 clusters Score -2.439871e+07 nChanged 88183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99697 members 
Mstep: Class 2 contains 84192 members 
Entering Unmasked Estep 
Score: -24450446.000000 Penalty: 6012.555176
	Iteration 1F: 3 clusters Score -2.445045e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104246 members 
Mstep: Class 2 contains 79643 members 
Entering Unmasked Estep 
Score: -24452402.000000 Penalty: 6012.555176
	Iteration 2Q: 3 clusters Score -2.44524e+07 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111353 members 
Mstep: Class 2 contains 72536 members 
Entering Unmasked Estep 
Score: -24456024.000000 Penalty: 6012.555176
	Iteration 3Q: 3 clusters Score -2.445602e+07 nChanged 11110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121913 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -24462894.000000 Penalty: 6012.555176
	Iteration 4F: 3 clusters Score -2.446289e+07 nChanged 14318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135911 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -24474256.000000 Penalty: 6012.555176
	Iteration 5F: 3 clusters Score -2.447426e+07 nChanged 16109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151776 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -24488546.000000 Penalty: 6012.555176
	Iteration 6F: 3 clusters Score -2.448855e+07 nChanged 14207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165845 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -24501222.000000 Penalty: 6012.555176
	Iteration 7F: 3 clusters Score -2.450122e+07 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175234 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -24508014.000000 Penalty: 6012.555176
	Iteration 8F: 3 clusters Score -2.450801e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179865 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -24510780.000000 Penalty: 6012.555176
	Iteration 9Q: 3 clusters Score -2.451078e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181888 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -24511908.000000 Penalty: 6012.555176
	Iteration 10Q: 3 clusters Score -2.451191e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182728 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -24512394.000000 Penalty: 6012.555176
	Iteration 11Q: 3 clusters Score -2.451239e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183076 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -24512608.000000 Penalty: 6012.555176
	Iteration 12Q: 3 clusters Score -2.451261e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183240 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -24512686.000000 Penalty: 6012.555176
	Iteration 13Q: 3 clusters Score -2.451269e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183322 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -24512738.000000 Penalty: 6012.555176
	Iteration 14Q: 3 clusters Score -2.451274e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183357 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -24512716.000000 Penalty: 6012.555176
	Iteration 15Q: 3 clusters Score -2.451272e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183383 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -24512744.000000 Penalty: 6012.555176
	Iteration 16Q: 3 clusters Score -2.451274e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183407 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -24512780.000000 Penalty: 6012.555176
	Iteration 17Q: 3 clusters Score -2.451278e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183424 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -24512782.000000 Penalty: 6012.555176
	Iteration 18Q: 3 clusters Score -2.451278e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183431 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -24512818.000000 Penalty: 6012.555176
	Iteration 19Q: 3 clusters Score -2.451282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183440 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -24512820.000000 Penalty: 6012.555176
	Iteration 20F: 3 clusters Score -2.451282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183443 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -24512838.000000 Penalty: 6012.555176
	Iteration 21Q: 3 clusters Score -2.451284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183449 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -24512838.000000 Penalty: 6012.555176
	Iteration 22Q: 3 clusters Score -2.451284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183453 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -24512844.000000 Penalty: 6012.555176
	Iteration 23Q: 3 clusters Score -2.451284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183456 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -24512842.000000 Penalty: 6012.555176
	Iteration 24Q: 3 clusters Score -2.451284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183457 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -24512838.000000 Penalty: 6012.555176
	Iteration 25Q: 3 clusters Score -2.451284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183457 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -24512840.000000 Penalty: 6012.555176
	Iteration 26Q: 3 clusters Score -2.451284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183457 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -24512842.000000 Penalty: 6012.555176
	Iteration 27Q: 3 clusters Score -2.451284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183458 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -24512846.000000 Penalty: 6012.555176
	Iteration 28Q: 3 clusters Score -2.451285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183460 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -24512834.000000 Penalty: 6012.555176
	Iteration 29Q: 3 clusters Score -2.451283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183461 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -24512852.000000 Penalty: 6012.555176
	Iteration 30Q: 3 clusters Score -2.451285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183462 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -24512850.000000 Penalty: 6012.555176
	Iteration 31Q: 3 clusters Score -2.451285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183462 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -24512850.000000 Penalty: 6012.555176
	Iteration 32F: 3 clusters Score -2.451285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (49518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Entering Unmasked Estep 
Score: -6655330.000000 Penalty: 2680.902832
	Iteration 0F: 2 clusters Score -6655330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -6622101.500000 Penalty: 5361.805664
	Iteration 0F: 3 clusters Score -6622102 nChanged 22803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -6634861.500000 Penalty: 5361.805664
	Iteration 1F: 3 clusters Score -6634862 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -6635923.500000 Penalty: 5361.805664
	Iteration 2Q: 3 clusters Score -6635924 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -6637478.500000 Penalty: 5361.805664
	Iteration 3F: 3 clusters Score -6637478 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -6639835.000000 Penalty: 5361.805664
	Iteration 4F: 3 clusters Score -6639835 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -6642911.000000 Penalty: 5361.805664
	Iteration 5F: 3 clusters Score -6642911 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -6646114.500000 Penalty: 5361.805664
	Iteration 6F: 3 clusters Score -6646114 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -6648519.000000 Penalty: 5361.805664
	Iteration 7F: 3 clusters Score -6648519 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -6650272.500000 Penalty: 5361.805664
	Iteration 8Q: 3 clusters Score -6650272 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -6651234.500000 Penalty: 5361.805664
	Iteration 9Q: 3 clusters Score -6651234 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -6651812.000000 Penalty: 5361.805664
	Iteration 10Q: 3 clusters Score -6651812 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -6652172.500000 Penalty: 5361.805664
	Iteration 11Q: 3 clusters Score -6652172 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -6652425.000000 Penalty: 5361.805664
	Iteration 12Q: 3 clusters Score -6652425 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -6652621.000000 Penalty: 5361.805664
	Iteration 13Q: 3 clusters Score -6652621 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -6652772.000000 Penalty: 5361.805664
	Iteration 14Q: 3 clusters Score -6652772 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -6652939.500000 Penalty: 5361.805664
	Iteration 15Q: 3 clusters Score -6652940 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -6653083.000000 Penalty: 5361.805664
	Iteration 16Q: 3 clusters Score -6653083 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -6653169.500000 Penalty: 5361.805664
	Iteration 17Q: 3 clusters Score -6653170 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -6653260.500000 Penalty: 5361.805664
	Iteration 18Q: 3 clusters Score -6653260 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -6653311.000000 Penalty: 5361.805664
	Iteration 19Q: 3 clusters Score -6653311 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -6653388.000000 Penalty: 5361.805664
	Iteration 20F: 3 clusters Score -6653388 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -6653455.500000 Penalty: 5361.805664
	Iteration 21Q: 3 clusters Score -6653456 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -6653537.500000 Penalty: 5361.805664
	Iteration 22Q: 3 clusters Score -6653538 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -6653553.500000 Penalty: 5361.805664
	Iteration 23Q: 3 clusters Score -6653554 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -6653562.000000 Penalty: 5361.805664
	Iteration 24Q: 3 clusters Score -6653562 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -6653577.000000 Penalty: 5361.805664
	Iteration 25Q: 3 clusters Score -6653577 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -6653594.500000 Penalty: 5361.805664
	Iteration 26Q: 3 clusters Score -6653594 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -6653607.500000 Penalty: 5361.805664
	Iteration 27Q: 3 clusters Score -6653608 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -6653630.500000 Penalty: 5361.805664
	Iteration 28Q: 3 clusters Score -6653630 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -6653651.000000 Penalty: 5361.805664
	Iteration 29Q: 3 clusters Score -6653651 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -6653682.000000 Penalty: 5361.805664
	Iteration 30Q: 3 clusters Score -6653682 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -6653718.000000 Penalty: 5361.805664
	Iteration 31Q: 3 clusters Score -6653718 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -6653731.000000 Penalty: 5361.805664
	Iteration 32Q: 3 clusters Score -6653731 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -6653748.000000 Penalty: 5361.805664
	Iteration 33Q: 3 clusters Score -6653748 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -6653772.500000 Penalty: 5361.805664
	Iteration 34Q: 3 clusters Score -6653772 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -6653770.000000 Penalty: 5361.805664
	Iteration 35Q: 3 clusters Score -6653770 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -6653782.500000 Penalty: 5361.805664
	Iteration 36Q: 3 clusters Score -6653782 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -6653781.000000 Penalty: 5361.805664
	Iteration 37Q: 3 clusters Score -6653781 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -6653779.500000 Penalty: 5361.805664
	Iteration 38Q: 3 clusters Score -6653780 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -6653781.000000 Penalty: 5361.805664
	Iteration 39Q: 3 clusters Score -6653781 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -6653793.000000 Penalty: 5361.805664
	Iteration 40F: 3 clusters Score -6653793 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -6653809.000000 Penalty: 5361.805664
	Iteration 41Q: 3 clusters Score -6653809 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -6653817.500000 Penalty: 5361.805664
	Iteration 42Q: 3 clusters Score -6653818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -6653836.500000 Penalty: 5361.805664
	Iteration 43Q: 3 clusters Score -6653836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -6653822.500000 Penalty: 5361.805664
	Iteration 44Q: 3 clusters Score -6653822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -6653822.000000 Penalty: 5361.805664
	Iteration 45Q: 3 clusters Score -6653822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -6653835.500000 Penalty: 5361.805664
	Iteration 46Q: 3 clusters Score -6653836 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -6653849.500000 Penalty: 5361.805664
	Iteration 47Q: 3 clusters Score -6653850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -6653856.000000 Penalty: 5361.805664
	Iteration 48Q: 3 clusters Score -6653856 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -6653851.000000 Penalty: 5361.805664
	Iteration 49Q: 3 clusters Score -6653851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -6653863.500000 Penalty: 5361.805664
	Iteration 50Q: 3 clusters Score -6653864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -6653866.500000 Penalty: 5361.805664
	Iteration 51Q: 3 clusters Score -6653866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -6653869.500000 Penalty: 5361.805664
	Iteration 52Q: 3 clusters Score -6653870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -6653877.500000 Penalty: 5361.805664
	Iteration 53Q: 3 clusters Score -6653878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -6653887.500000 Penalty: 5361.805664
	Iteration 54Q: 3 clusters Score -6653888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -6653896.500000 Penalty: 5361.805664
	Iteration 55Q: 3 clusters Score -6653896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -6653900.000000 Penalty: 5361.805664
	Iteration 56Q: 3 clusters Score -6653900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -6653897.500000 Penalty: 5361.805664
	Iteration 57Q: 3 clusters Score -6653898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -6653887.500000 Penalty: 5361.805664
	Iteration 58Q: 3 clusters Score -6653888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -6653891.500000 Penalty: 5361.805664
	Iteration 59Q: 3 clusters Score -6653892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -6653878.500000 Penalty: 5361.805664
	Iteration 60F: 3 clusters Score -6653878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -6653875.500000 Penalty: 5361.805664
	Iteration 61Q: 3 clusters Score -6653876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -6653893.000000 Penalty: 5361.805664
	Iteration 62Q: 3 clusters Score -6653893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -6653889.500000 Penalty: 5361.805664
	Iteration 63Q: 3 clusters Score -6653890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -6653889.000000 Penalty: 5361.805664
	Iteration 64Q: 3 clusters Score -6653889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -6653905.000000 Penalty: 5361.805664
	Iteration 65Q: 3 clusters Score -6653905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -6653910.500000 Penalty: 5361.805664
	Iteration 66Q: 3 clusters Score -6653910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -6653908.000000 Penalty: 5361.805664
	Iteration 67Q: 3 clusters Score -6653908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6653919.500000 Penalty: 5361.805664
	Iteration 68Q: 3 clusters Score -6653920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -6653920.000000 Penalty: 5361.805664
	Iteration 69Q: 3 clusters Score -6653920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -6653920.500000 Penalty: 5361.805664
	Iteration 70Q: 3 clusters Score -6653920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -6653918.000000 Penalty: 5361.805664
	Iteration 71Q: 3 clusters Score -6653918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -6653916.500000 Penalty: 5361.805664
	Iteration 72Q: 3 clusters Score -6653916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -6653919.000000 Penalty: 5361.805664
	Iteration 73Q: 3 clusters Score -6653919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -6653917.500000 Penalty: 5361.805664
	Iteration 74Q: 3 clusters Score -6653918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -6653917.500000 Penalty: 5361.805664
	Iteration 75Q: 3 clusters Score -6653918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -6653908.000000 Penalty: 5361.805664
	Iteration 76Q: 3 clusters Score -6653908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -6653907.000000 Penalty: 5361.805664
	Iteration 77Q: 3 clusters Score -6653907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -6653904.000000 Penalty: 5361.805664
	Iteration 78Q: 3 clusters Score -6653904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -6653907.000000 Penalty: 5361.805664
	Iteration 79Q: 3 clusters Score -6653907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -6653907.000000 Penalty: 5361.805664
	Iteration 80F: 3 clusters Score -6653907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Entering Unmasked Estep 
Score: -347823.687500 Penalty: 1955.934570
	Iteration 0F: 2 clusters Score -347823.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -344795.718750 Penalty: 3911.869141
	Iteration 0F: 3 clusters Score -344795.7 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -346113.562500 Penalty: 3911.869141
	Iteration 1F: 3 clusters Score -346113.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -349647.500000 Penalty: 3911.869141
	Iteration 2F: 3 clusters Score -349647.5 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -351073.031250 Penalty: 3911.869141
	Iteration 3F: 3 clusters Score -351073 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -351460.812500 Penalty: 3911.869141
	Iteration 4F: 3 clusters Score -351460.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -351502.781250 Penalty: 3911.869141
	Iteration 5Q: 3 clusters Score -351502.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -351507.156250 Penalty: 3911.869141
	Iteration 6Q: 3 clusters Score -351507.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -351509.406250 Penalty: 3911.869141
	Iteration 7Q: 3 clusters Score -351509.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -351514.718750 Penalty: 3911.869141
	Iteration 8Q: 3 clusters Score -351514.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -351514.718750 Penalty: 3911.869141
	Iteration 9F: 3 clusters Score -351514.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92879 members 
Mstep: Class 2 contains 49482 members 
Mstep: Class 3 contains 7418 members 
Mstep: Class 4 contains 178545 members 
Mstep: Class 5 contains 164101 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 183889 members 
Mstep: Class 8 contains 49518 members 
Mstep: Class 9 contains 225 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39267 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 999 members 
Mstep: Class 15 contains 58195 members 
Mstep: Class 16 contains 27408 members 
Mstep: Class 17 contains 40074 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80140 members 
Mstep: Class 21 contains 61410 members 
Mstep: Class 22 contains 165399 members 
Mstep: Class 23 contains 175419 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 2437 members 
Entering Unmasked Estep 
Score: -180475456.000000 Penalty: 87655.367188
Splitting cluster 9 changes total score from -180476464.000000 to -180475456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -63801.066406 Penalty: 1556.607544
	Iteration 0F: 2 clusters Score -63801.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -62237.136719 Penalty: 3113.215088
	Iteration 0F: 3 clusters Score -62237.14 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -62688.957031 Penalty: 3113.215088
	Iteration 1F: 3 clusters Score -62688.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -62965.597656 Penalty: 3113.215088
	Iteration 2F: 3 clusters Score -62965.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -63100.761719 Penalty: 3113.215088
	Iteration 3F: 3 clusters Score -63100.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -63214.488281 Penalty: 3113.215088
	Iteration 4Q: 3 clusters Score -63214.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -63339.359375 Penalty: 3113.215088
	Iteration 5Q: 3 clusters Score -63339.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -63473.320312 Penalty: 3113.215088
	Iteration 6Q: 3 clusters Score -63473.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -63703.671875 Penalty: 3113.215088
	Iteration 7Q: 3 clusters Score -63703.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -64226.242188 Penalty: 3113.215088
	Iteration 8Q: 3 clusters Score -64226.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -64280.011719 Penalty: 3113.215088
	Iteration 9Q: 3 clusters Score -64280.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -64323.917969 Penalty: 3113.215088
	Iteration 10Q: 3 clusters Score -64323.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -64375.882812 Penalty: 3113.215088
	Iteration 11Q: 3 clusters Score -64375.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -64397.062500 Penalty: 3113.215088
	Iteration 12Q: 3 clusters Score -64397.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -64406.355469 Penalty: 3113.215088
	Iteration 13Q: 3 clusters Score -64406.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -64422.191406 Penalty: 3113.215088
	Iteration 14Q: 3 clusters Score -64422.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -64495.761719 Penalty: 3113.215088
	Iteration 15Q: 3 clusters Score -64495.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -64509.824219 Penalty: 3113.215088
	Iteration 16Q: 3 clusters Score -64509.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -64514.445312 Penalty: 3113.215088
	Iteration 17Q: 3 clusters Score -64514.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -64514.445312 Penalty: 3113.215088
	Iteration 18F: 3 clusters Score -64514.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92879 members 
Mstep: Class 2 contains 49482 members 
Mstep: Class 3 contains 7418 members 
Mstep: Class 4 contains 178545 members 
Mstep: Class 5 contains 164101 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 183889 members 
Mstep: Class 8 contains 49518 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 113 members 
Mstep: Class 11 contains 39267 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 999 members 
Mstep: Class 15 contains 58195 members 
Mstep: Class 16 contains 27408 members 
Mstep: Class 17 contains 40074 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80140 members 
Mstep: Class 21 contains 61410 members 
Mstep: Class 22 contains 165399 members 
Mstep: Class 23 contains 175419 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 419 members 
Entering Unmasked Estep 
Score: -180475072.000000 Penalty: 87655.367188
Splitting cluster 10 changes total score from -180476464.000000 to -180475072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (39267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Entering Unmasked Estep 
Score: -5222679.500000 Penalty: 2623.378662
	Iteration 0F: 2 clusters Score -5222680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -5195957.500000 Penalty: 5246.757324
	Iteration 0F: 3 clusters Score -5195958 nChanged 17977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -5205717.000000 Penalty: 5246.757324
	Iteration 1F: 3 clusters Score -5205717 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -5206257.500000 Penalty: 5246.757324
	Iteration 2Q: 3 clusters Score -5206258 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -5206921.000000 Penalty: 5246.757324
	Iteration 3Q: 3 clusters Score -5206921 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -5207865.500000 Penalty: 5246.757324
	Iteration 4F: 3 clusters Score -5207866 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -5209329.000000 Penalty: 5246.757324
	Iteration 5F: 3 clusters Score -5209329 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -5211357.000000 Penalty: 5246.757324
	Iteration 6F: 3 clusters Score -5211357 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -5213741.500000 Penalty: 5246.757324
	Iteration 7F: 3 clusters Score -5213742 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -5216286.000000 Penalty: 5246.757324
	Iteration 8F: 3 clusters Score -5216286 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -5218548.000000 Penalty: 5246.757324
	Iteration 9F: 3 clusters Score -5218548 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -5219777.000000 Penalty: 5246.757324
	Iteration 10Q: 3 clusters Score -5219777 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -5220198.000000 Penalty: 5246.757324
	Iteration 11Q: 3 clusters Score -5220198 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -5220348.000000 Penalty: 5246.757324
	Iteration 12Q: 3 clusters Score -5220348 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -5220432.000000 Penalty: 5246.757324
	Iteration 13Q: 3 clusters Score -5220432 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -5220497.500000 Penalty: 5246.757324
	Iteration 14Q: 3 clusters Score -5220498 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -5220560.000000 Penalty: 5246.757324
	Iteration 15Q: 3 clusters Score -5220560 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -5220623.000000 Penalty: 5246.757324
	Iteration 16Q: 3 clusters Score -5220623 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -5220676.500000 Penalty: 5246.757324
	Iteration 17Q: 3 clusters Score -5220676 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -5220719.500000 Penalty: 5246.757324
	Iteration 18Q: 3 clusters Score -5220720 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -5220758.500000 Penalty: 5246.757324
	Iteration 19Q: 3 clusters Score -5220758 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -5220780.500000 Penalty: 5246.757324
	Iteration 20F: 3 clusters Score -5220780 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -5220817.000000 Penalty: 5246.757324
	Iteration 21Q: 3 clusters Score -5220817 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -5220823.000000 Penalty: 5246.757324
	Iteration 22Q: 3 clusters Score -5220823 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -5220844.500000 Penalty: 5246.757324
	Iteration 23Q: 3 clusters Score -5220844 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -5220870.500000 Penalty: 5246.757324
	Iteration 24Q: 3 clusters Score -5220870 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -5220880.000000 Penalty: 5246.757324
	Iteration 25Q: 3 clusters Score -5220880 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -5220886.500000 Penalty: 5246.757324
	Iteration 26Q: 3 clusters Score -5220886 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -5220895.500000 Penalty: 5246.757324
	Iteration 27Q: 3 clusters Score -5220896 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -5220908.500000 Penalty: 5246.757324
	Iteration 28Q: 3 clusters Score -5220908 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -5220921.000000 Penalty: 5246.757324
	Iteration 29Q: 3 clusters Score -5220921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -5220914.000000 Penalty: 5246.757324
	Iteration 30Q: 3 clusters Score -5220914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -5220929.000000 Penalty: 5246.757324
	Iteration 31Q: 3 clusters Score -5220929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -5220925.000000 Penalty: 5246.757324
	Iteration 32Q: 3 clusters Score -5220925 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -5220937.000000 Penalty: 5246.757324
	Iteration 33Q: 3 clusters Score -5220937 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -5220948.000000 Penalty: 5246.757324
	Iteration 34Q: 3 clusters Score -5220948 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -5220958.000000 Penalty: 5246.757324
	Iteration 35Q: 3 clusters Score -5220958 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -5220965.500000 Penalty: 5246.757324
	Iteration 36Q: 3 clusters Score -5220966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -5220986.500000 Penalty: 5246.757324
	Iteration 37Q: 3 clusters Score -5220986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -5221000.500000 Penalty: 5246.757324
	Iteration 38Q: 3 clusters Score -5221000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -5221009.500000 Penalty: 5246.757324
	Iteration 39Q: 3 clusters Score -5221010 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -5221009.000000 Penalty: 5246.757324
	Iteration 40F: 3 clusters Score -5221009 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -5221017.500000 Penalty: 5246.757324
	Iteration 41Q: 3 clusters Score -5221018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -5221018.500000 Penalty: 5246.757324
	Iteration 42Q: 3 clusters Score -5221018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -5221015.000000 Penalty: 5246.757324
	Iteration 43Q: 3 clusters Score -5221015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -5221011.500000 Penalty: 5246.757324
	Iteration 44Q: 3 clusters Score -5221012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -5221014.000000 Penalty: 5246.757324
	Iteration 45Q: 3 clusters Score -5221014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5221035.000000 Penalty: 5246.757324
	Iteration 46Q: 3 clusters Score -5221035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5221023.500000 Penalty: 5246.757324
	Iteration 47Q: 3 clusters Score -5221024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -5221029.000000 Penalty: 5246.757324
	Iteration 48Q: 3 clusters Score -5221029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -5221018.500000 Penalty: 5246.757324
	Iteration 49Q: 3 clusters Score -5221018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -5221024.500000 Penalty: 5246.757324
	Iteration 50Q: 3 clusters Score -5221024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -5221034.000000 Penalty: 5246.757324
	Iteration 51Q: 3 clusters Score -5221034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5221036.000000 Penalty: 5246.757324
	Iteration 52Q: 3 clusters Score -5221036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5221035.000000 Penalty: 5246.757324
	Iteration 53Q: 3 clusters Score -5221035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -5221040.000000 Penalty: 5246.757324
	Iteration 54Q: 3 clusters Score -5221040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -5221041.500000 Penalty: 5246.757324
	Iteration 55Q: 3 clusters Score -5221042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -5221043.000000 Penalty: 5246.757324
	Iteration 56Q: 3 clusters Score -5221043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -5221042.000000 Penalty: 5246.757324
	Iteration 57Q: 3 clusters Score -5221042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -5221041.500000 Penalty: 5246.757324
	Iteration 58Q: 3 clusters Score -5221042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5221044.000000 Penalty: 5246.757324
	Iteration 59Q: 3 clusters Score -5221044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -5221038.500000 Penalty: 5246.757324
	Iteration 60F: 3 clusters Score -5221038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -5221036.500000 Penalty: 5246.757324
	Iteration 61Q: 3 clusters Score -5221036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5221035.500000 Penalty: 5246.757324
	Iteration 62Q: 3 clusters Score -5221036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5221035.500000 Penalty: 5246.757324
	Iteration 63F: 3 clusters Score -5221036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -103364.484375 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -103364.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -101502.187500 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -101502.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -101787.226562 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -101787.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -101925.437500 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -101925.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -102107.117188 Penalty: 3343.297607
	Iteration 3F: 3 clusters Score -102107.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -102427.500000 Penalty: 3343.297607
	Iteration 4F: 3 clusters Score -102427.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -102892.484375 Penalty: 3343.297607
	Iteration 5F: 3 clusters Score -102892.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -103117.093750 Penalty: 3343.297607
	Iteration 6F: 3 clusters Score -103117.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -103251.351562 Penalty: 3343.297607
	Iteration 7F: 3 clusters Score -103251.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -103345.093750 Penalty: 3343.297607
	Iteration 8Q: 3 clusters Score -103345.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -103445.164062 Penalty: 3343.297607
	Iteration 9Q: 3 clusters Score -103445.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -103527.007812 Penalty: 3343.297607
	Iteration 10Q: 3 clusters Score -103527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -103593.164062 Penalty: 3343.297607
	Iteration 11Q: 3 clusters Score -103593.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -103656.476562 Penalty: 3343.297607
	Iteration 12Q: 3 clusters Score -103656.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -103735.531250 Penalty: 3343.297607
	Iteration 13Q: 3 clusters Score -103735.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -103784.000000 Penalty: 3343.297607
	Iteration 14Q: 3 clusters Score -103784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -103800.765625 Penalty: 3343.297607
	Iteration 15Q: 3 clusters Score -103800.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -103842.921875 Penalty: 3343.297607
	Iteration 16Q: 3 clusters Score -103842.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -103854.609375 Penalty: 3343.297607
	Iteration 17Q: 3 clusters Score -103854.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -103862.726562 Penalty: 3343.297607
	Iteration 18Q: 3 clusters Score -103862.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -103862.726562 Penalty: 3343.297607
	Iteration 19F: 3 clusters Score -103862.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92879 members 
Mstep: Class 2 contains 49482 members 
Mstep: Class 3 contains 7418 members 
Mstep: Class 4 contains 178545 members 
Mstep: Class 5 contains 164101 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 183889 members 
Mstep: Class 8 contains 49518 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39267 members 
Mstep: Class 12 contains 657 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 999 members 
Mstep: Class 15 contains 58195 members 
Mstep: Class 16 contains 27408 members 
Mstep: Class 17 contains 40074 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80140 members 
Mstep: Class 21 contains 61410 members 
Mstep: Class 22 contains 165399 members 
Mstep: Class 23 contains 175419 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 189 members 
Entering Unmasked Estep 
Score: -180475728.000000 Penalty: 87655.367188
Splitting cluster 12 changes total score from -180476464.000000 to -180475728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Entering Unmasked Estep 
Score: -124533.578125 Penalty: 1702.482178
	Iteration 0F: 2 clusters Score -124533.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -122639.703125 Penalty: 3404.964355
	Iteration 0F: 3 clusters Score -122639.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -122883.781250 Penalty: 3404.964355
	Iteration 1F: 3 clusters Score -122883.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -122969.906250 Penalty: 3404.964355
	Iteration 2F: 3 clusters Score -122969.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -123022.234375 Penalty: 3404.964355
	Iteration 3Q: 3 clusters Score -123022.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -123050.210938 Penalty: 3404.964355
	Iteration 4Q: 3 clusters Score -123050.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -123066.515625 Penalty: 3404.964355
	Iteration 5Q: 3 clusters Score -123066.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -123073.382812 Penalty: 3404.964355
	Iteration 6Q: 3 clusters Score -123073.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -123078.429688 Penalty: 3404.964355
	Iteration 7Q: 3 clusters Score -123078.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -123079.367188 Penalty: 3404.964355
	Iteration 8Q: 3 clusters Score -123079.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -123080.054688 Penalty: 3404.964355
	Iteration 9Q: 3 clusters Score -123080.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -123080.054688 Penalty: 3404.964355
	Iteration 10F: 3 clusters Score -123080.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -122144.281250 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -122144.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -120246.671875 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -120246.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -120538.367188 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -120538.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -120620.476562 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -120620.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -120675.000000 Penalty: 3425.750488
	Iteration 3Q: 3 clusters Score -120675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -120710.289062 Penalty: 3425.750488
	Iteration 4Q: 3 clusters Score -120710.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -120744.109375 Penalty: 3425.750488
	Iteration 5Q: 3 clusters Score -120744.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -120787.031250 Penalty: 3425.750488
	Iteration 6Q: 3 clusters Score -120787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -120885.789062 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -120885.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -121025.750000 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -121025.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -121241.343750 Penalty: 3425.750488
	Iteration 9F: 3 clusters Score -121241.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -121550.289062 Penalty: 3425.750488
	Iteration 10F: 3 clusters Score -121550.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -122002.328125 Penalty: 3425.750488
	Iteration 11F: 3 clusters Score -122002.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -122340.929688 Penalty: 3425.750488
	Iteration 12F: 3 clusters Score -122340.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -122451.078125 Penalty: 3425.750488
	Iteration 13Q: 3 clusters Score -122451.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -122534.710938 Penalty: 3425.750488
	Iteration 14Q: 3 clusters Score -122534.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -122599.578125 Penalty: 3425.750488
	Iteration 15Q: 3 clusters Score -122599.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -122622.078125 Penalty: 3425.750488
	Iteration 16Q: 3 clusters Score -122622.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -122634.570312 Penalty: 3425.750488
	Iteration 17Q: 3 clusters Score -122634.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -122643.601562 Penalty: 3425.750488
	Iteration 18Q: 3 clusters Score -122643.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -122643.601562 Penalty: 3425.750488
	Iteration 19F: 3 clusters Score -122643.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92879 members 
Mstep: Class 2 contains 49482 members 
Mstep: Class 3 contains 7418 members 
Mstep: Class 4 contains 178545 members 
Mstep: Class 5 contains 164101 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 183889 members 
Mstep: Class 8 contains 49518 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39267 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 58195 members 
Mstep: Class 16 contains 27408 members 
Mstep: Class 17 contains 40074 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80140 members 
Mstep: Class 21 contains 61410 members 
Mstep: Class 22 contains 165399 members 
Mstep: Class 23 contains 175419 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 623 members 
Entering Unmasked Estep 
Score: -180475504.000000 Penalty: 87655.367188
Splitting cluster 14 changes total score from -180476464.000000 to -180475504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (58195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58195 members 
Entering Unmasked Estep 
Score: -7727235.500000 Penalty: 2720.945557
	Iteration 0F: 2 clusters Score -7727236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -7688268.000000 Penalty: 5441.891113
	Iteration 0F: 3 clusters Score -7688268 nChanged 26895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -7703499.000000 Penalty: 5441.891113
	Iteration 1F: 3 clusters Score -7703499 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -7704426.000000 Penalty: 5441.891113
	Iteration 2Q: 3 clusters Score -7704426 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -7705642.000000 Penalty: 5441.891113
	Iteration 3Q: 3 clusters Score -7705642 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -7707455.000000 Penalty: 5441.891113
	Iteration 4F: 3 clusters Score -7707455 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -7710217.000000 Penalty: 5441.891113
	Iteration 5F: 3 clusters Score -7710217 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -7713955.000000 Penalty: 5441.891113
	Iteration 6F: 3 clusters Score -7713955 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -7717970.500000 Penalty: 5441.891113
	Iteration 7F: 3 clusters Score -7717970 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -7721232.000000 Penalty: 5441.891113
	Iteration 8F: 3 clusters Score -7721232 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 55278 members 
Entering Unmasked Estep 
Score: -7723147.000000 Penalty: 5441.891113
	Iteration 9Q: 3 clusters Score -7723147 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -7724137.000000 Penalty: 5441.891113
	Iteration 10Q: 3 clusters Score -7724137 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 56389 members 
Entering Unmasked Estep 
Score: -7724674.500000 Penalty: 5441.891113
	Iteration 11Q: 3 clusters Score -7724674 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 56478 members 
Entering Unmasked Estep 
Score: -7724988.500000 Penalty: 5441.891113
	Iteration 12Q: 3 clusters Score -7724988 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 56474 members 
Entering Unmasked Estep 
Score: -7725128.500000 Penalty: 5441.891113
	Iteration 13Q: 3 clusters Score -7725128 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 56471 members 
Entering Unmasked Estep 
Score: -7725245.500000 Penalty: 5441.891113
	Iteration 14Q: 3 clusters Score -7725246 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 56474 members 
Entering Unmasked Estep 
Score: -7725302.500000 Penalty: 5441.891113
	Iteration 15Q: 3 clusters Score -7725302 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 56469 members 
Entering Unmasked Estep 
Score: -7725333.000000 Penalty: 5441.891113
	Iteration 16Q: 3 clusters Score -7725333 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 56461 members 
Entering Unmasked Estep 
Score: -7725367.500000 Penalty: 5441.891113
	Iteration 17Q: 3 clusters Score -7725368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 56463 members 
Entering Unmasked Estep 
Score: -7725375.000000 Penalty: 5441.891113
	Iteration 18Q: 3 clusters Score -7725375 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 56469 members 
Entering Unmasked Estep 
Score: -7725378.000000 Penalty: 5441.891113
	Iteration 19Q: 3 clusters Score -7725378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 56474 members 
Entering Unmasked Estep 
Score: -7725386.500000 Penalty: 5441.891113
	Iteration 20F: 3 clusters Score -7725386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 56478 members 
Entering Unmasked Estep 
Score: -7725395.500000 Penalty: 5441.891113
	Iteration 21Q: 3 clusters Score -7725396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -7725397.500000 Penalty: 5441.891113
	Iteration 22Q: 3 clusters Score -7725398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 56478 members 
Entering Unmasked Estep 
Score: -7725392.000000 Penalty: 5441.891113
	Iteration 23Q: 3 clusters Score -7725392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 56482 members 
Entering Unmasked Estep 
Score: -7725403.000000 Penalty: 5441.891113
	Iteration 24Q: 3 clusters Score -7725403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -7725407.500000 Penalty: 5441.891113
	Iteration 25Q: 3 clusters Score -7725408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -7725404.500000 Penalty: 5441.891113
	Iteration 26Q: 3 clusters Score -7725404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -7725409.500000 Penalty: 5441.891113
	Iteration 27Q: 3 clusters Score -7725410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -7725409.000000 Penalty: 5441.891113
	Iteration 28Q: 3 clusters Score -7725409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -7725406.500000 Penalty: 5441.891113
	Iteration 29Q: 3 clusters Score -7725406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -7725414.500000 Penalty: 5441.891113
	Iteration 30Q: 3 clusters Score -7725414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -7725412.500000 Penalty: 5441.891113
	Iteration 31Q: 3 clusters Score -7725412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -7725409.000000 Penalty: 5441.891113
	Iteration 32Q: 3 clusters Score -7725409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -7725408.500000 Penalty: 5441.891113
	Iteration 33Q: 3 clusters Score -7725408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -7725408.000000 Penalty: 5441.891113
	Iteration 34Q: 3 clusters Score -7725408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -7725411.500000 Penalty: 5441.891113
	Iteration 35Q: 3 clusters Score -7725412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -7725410.000000 Penalty: 5441.891113
	Iteration 36Q: 3 clusters Score -7725410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -7725410.000000 Penalty: 5441.891113
	Iteration 37F: 3 clusters Score -7725410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (27408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Entering Unmasked Estep 
Score: -3635359.250000 Penalty: 2534.210205
	Iteration 0F: 2 clusters Score -3635359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -3616574.000000 Penalty: 5068.420410
	Iteration 0F: 3 clusters Score -3616574 nChanged 12292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -3623298.250000 Penalty: 5068.420410
	Iteration 1F: 3 clusters Score -3623298 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -3624334.250000 Penalty: 5068.420410
	Iteration 2F: 3 clusters Score -3624334 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3625891.250000 Penalty: 5068.420410
	Iteration 3F: 3 clusters Score -3625891 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -3627770.000000 Penalty: 5068.420410
	Iteration 4F: 3 clusters Score -3627770 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -3629795.500000 Penalty: 5068.420410
	Iteration 5F: 3 clusters Score -3629796 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -3631803.250000 Penalty: 5068.420410
	Iteration 6F: 3 clusters Score -3631803 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -3633630.000000 Penalty: 5068.420410
	Iteration 7F: 3 clusters Score -3633630 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -3634717.250000 Penalty: 5068.420410
	Iteration 8Q: 3 clusters Score -3634717 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -3635077.750000 Penalty: 5068.420410
	Iteration 9Q: 3 clusters Score -3635078 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -3635176.500000 Penalty: 5068.420410
	Iteration 10Q: 3 clusters Score -3635176 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -3635220.000000 Penalty: 5068.420410
	Iteration 11Q: 3 clusters Score -3635220 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -3635228.250000 Penalty: 5068.420410
	Iteration 12Q: 3 clusters Score -3635228 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -3635249.750000 Penalty: 5068.420410
	Iteration 13Q: 3 clusters Score -3635250 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -3635251.000000 Penalty: 5068.420410
	Iteration 14Q: 3 clusters Score -3635251 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -3635253.500000 Penalty: 5068.420410
	Iteration 15Q: 3 clusters Score -3635254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -3635259.250000 Penalty: 5068.420410
	Iteration 16Q: 3 clusters Score -3635259 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -3635262.250000 Penalty: 5068.420410
	Iteration 17Q: 3 clusters Score -3635262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -3635273.500000 Penalty: 5068.420410
	Iteration 18Q: 3 clusters Score -3635274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -3635277.500000 Penalty: 5068.420410
	Iteration 19Q: 3 clusters Score -3635278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -3635289.000000 Penalty: 5068.420410
	Iteration 20F: 3 clusters Score -3635289 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -3635292.750000 Penalty: 5068.420410
	Iteration 21Q: 3 clusters Score -3635293 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -3635295.000000 Penalty: 5068.420410
	Iteration 22Q: 3 clusters Score -3635295 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -3635303.000000 Penalty: 5068.420410
	Iteration 23Q: 3 clusters Score -3635303 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -3635295.750000 Penalty: 5068.420410
	Iteration 24Q: 3 clusters Score -3635296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -3635298.500000 Penalty: 5068.420410
	Iteration 25Q: 3 clusters Score -3635298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -3635301.500000 Penalty: 5068.420410
	Iteration 26Q: 3 clusters Score -3635302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -3635301.750000 Penalty: 5068.420410
	Iteration 27Q: 3 clusters Score -3635302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -3635306.000000 Penalty: 5068.420410
	Iteration 28Q: 3 clusters Score -3635306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -3635308.000000 Penalty: 5068.420410
	Iteration 29Q: 3 clusters Score -3635308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -3635300.750000 Penalty: 5068.420410
	Iteration 30Q: 3 clusters Score -3635301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -3635303.250000 Penalty: 5068.420410
	Iteration 31Q: 3 clusters Score -3635303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -3635303.000000 Penalty: 5068.420410
	Iteration 32Q: 3 clusters Score -3635303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -3635302.500000 Penalty: 5068.420410
	Iteration 33Q: 3 clusters Score -3635302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -3635299.500000 Penalty: 5068.420410
	Iteration 34Q: 3 clusters Score -3635300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -3635305.000000 Penalty: 5068.420410
	Iteration 35Q: 3 clusters Score -3635305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -3635306.250000 Penalty: 5068.420410
	Iteration 36Q: 3 clusters Score -3635306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -3635310.500000 Penalty: 5068.420410
	Iteration 37Q: 3 clusters Score -3635310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -3635305.500000 Penalty: 5068.420410
	Iteration 38Q: 3 clusters Score -3635306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -3635308.500000 Penalty: 5068.420410
	Iteration 39Q: 3 clusters Score -3635308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -3635308.000000 Penalty: 5068.420410
	Iteration 40F: 3 clusters Score -3635308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -3635305.750000 Penalty: 5068.420410
	Iteration 41Q: 3 clusters Score -3635306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -3635305.750000 Penalty: 5068.420410
	Iteration 42Q: 3 clusters Score -3635306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -3635304.750000 Penalty: 5068.420410
	Iteration 43Q: 3 clusters Score -3635305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -3635305.500000 Penalty: 5068.420410
	Iteration 44Q: 3 clusters Score -3635306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3635307.500000 Penalty: 5068.420410
	Iteration 45Q: 3 clusters Score -3635308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -3635307.500000 Penalty: 5068.420410
	Iteration 46F: 3 clusters Score -3635308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Entering Unmasked Estep 
Score: -5350018.500000 Penalty: 2628.423828
	Iteration 0F: 2 clusters Score -5350018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -5322953.000000 Penalty: 5256.847656
	Iteration 0F: 3 clusters Score -5322953 nChanged 18334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -5332932.000000 Penalty: 5256.847656
	Iteration 1F: 3 clusters Score -5332932 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -5333637.500000 Penalty: 5256.847656
	Iteration 2Q: 3 clusters Score -5333638 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -5334620.000000 Penalty: 5256.847656
	Iteration 3Q: 3 clusters Score -5334620 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -5335905.500000 Penalty: 5256.847656
	Iteration 4F: 3 clusters Score -5335906 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -5337471.500000 Penalty: 5256.847656
	Iteration 5F: 3 clusters Score -5337472 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -5339187.500000 Penalty: 5256.847656
	Iteration 6F: 3 clusters Score -5339188 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -5341056.500000 Penalty: 5256.847656
	Iteration 7F: 3 clusters Score -5341056 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -5343017.500000 Penalty: 5256.847656
	Iteration 8F: 3 clusters Score -5343018 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -5344368.000000 Penalty: 5256.847656
	Iteration 9Q: 3 clusters Score -5344368 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -5345143.500000 Penalty: 5256.847656
	Iteration 10Q: 3 clusters Score -5345144 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -5345532.500000 Penalty: 5256.847656
	Iteration 11Q: 3 clusters Score -5345532 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -5345827.500000 Penalty: 5256.847656
	Iteration 12Q: 3 clusters Score -5345828 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -5346019.000000 Penalty: 5256.847656
	Iteration 13Q: 3 clusters Score -5346019 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -5346170.000000 Penalty: 5256.847656
	Iteration 14Q: 3 clusters Score -5346170 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -5346283.500000 Penalty: 5256.847656
	Iteration 15Q: 3 clusters Score -5346284 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -5346407.000000 Penalty: 5256.847656
	Iteration 16Q: 3 clusters Score -5346407 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -5346507.000000 Penalty: 5256.847656
	Iteration 17Q: 3 clusters Score -5346507 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -5346619.500000 Penalty: 5256.847656
	Iteration 18Q: 3 clusters Score -5346620 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -5346731.500000 Penalty: 5256.847656
	Iteration 19Q: 3 clusters Score -5346732 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -5346819.000000 Penalty: 5256.847656
	Iteration 20F: 3 clusters Score -5346819 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -5346923.500000 Penalty: 5256.847656
	Iteration 21Q: 3 clusters Score -5346924 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -5347018.000000 Penalty: 5256.847656
	Iteration 22Q: 3 clusters Score -5347018 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -5347086.500000 Penalty: 5256.847656
	Iteration 23Q: 3 clusters Score -5347086 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -5347165.000000 Penalty: 5256.847656
	Iteration 24Q: 3 clusters Score -5347165 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -5347219.500000 Penalty: 5256.847656
	Iteration 25Q: 3 clusters Score -5347220 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -5347260.500000 Penalty: 5256.847656
	Iteration 26Q: 3 clusters Score -5347260 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -5347354.000000 Penalty: 5256.847656
	Iteration 27Q: 3 clusters Score -5347354 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -5347440.000000 Penalty: 5256.847656
	Iteration 28Q: 3 clusters Score -5347440 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -5347514.000000 Penalty: 5256.847656
	Iteration 29Q: 3 clusters Score -5347514 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -5347581.500000 Penalty: 5256.847656
	Iteration 30Q: 3 clusters Score -5347582 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -5347626.000000 Penalty: 5256.847656
	Iteration 31Q: 3 clusters Score -5347626 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -5347668.500000 Penalty: 5256.847656
	Iteration 32Q: 3 clusters Score -5347668 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -5347714.000000 Penalty: 5256.847656
	Iteration 33Q: 3 clusters Score -5347714 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -5347763.500000 Penalty: 5256.847656
	Iteration 34Q: 3 clusters Score -5347764 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -5347802.500000 Penalty: 5256.847656
	Iteration 35Q: 3 clusters Score -5347802 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -5347840.500000 Penalty: 5256.847656
	Iteration 36Q: 3 clusters Score -5347840 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -5347853.500000 Penalty: 5256.847656
	Iteration 37Q: 3 clusters Score -5347854 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -5347883.500000 Penalty: 5256.847656
	Iteration 38Q: 3 clusters Score -5347884 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -5347902.500000 Penalty: 5256.847656
	Iteration 39Q: 3 clusters Score -5347902 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -5347921.000000 Penalty: 5256.847656
	Iteration 40F: 3 clusters Score -5347921 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -5347938.000000 Penalty: 5256.847656
	Iteration 41Q: 3 clusters Score -5347938 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -5347960.000000 Penalty: 5256.847656
	Iteration 42Q: 3 clusters Score -5347960 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -5347967.000000 Penalty: 5256.847656
	Iteration 43Q: 3 clusters Score -5347967 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -5347992.500000 Penalty: 5256.847656
	Iteration 44Q: 3 clusters Score -5347992 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -5348002.000000 Penalty: 5256.847656
	Iteration 45Q: 3 clusters Score -5348002 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -5348019.500000 Penalty: 5256.847656
	Iteration 46Q: 3 clusters Score -5348020 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -5348027.000000 Penalty: 5256.847656
	Iteration 47Q: 3 clusters Score -5348027 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -5348045.000000 Penalty: 5256.847656
	Iteration 48Q: 3 clusters Score -5348045 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -5348053.500000 Penalty: 5256.847656
	Iteration 49Q: 3 clusters Score -5348054 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -5348050.500000 Penalty: 5256.847656
	Iteration 50Q: 3 clusters Score -5348050 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -5348058.000000 Penalty: 5256.847656
	Iteration 51Q: 3 clusters Score -5348058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -5348063.000000 Penalty: 5256.847656
	Iteration 52Q: 3 clusters Score -5348063 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -5348064.500000 Penalty: 5256.847656
	Iteration 53Q: 3 clusters Score -5348064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -5348078.500000 Penalty: 5256.847656
	Iteration 54Q: 3 clusters Score -5348078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -5348091.000000 Penalty: 5256.847656
	Iteration 55Q: 3 clusters Score -5348091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -5348095.000000 Penalty: 5256.847656
	Iteration 56Q: 3 clusters Score -5348095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -5348102.500000 Penalty: 5256.847656
	Iteration 57Q: 3 clusters Score -5348102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -5348101.000000 Penalty: 5256.847656
	Iteration 58Q: 3 clusters Score -5348101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -5348097.500000 Penalty: 5256.847656
	Iteration 59Q: 3 clusters Score -5348098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -5348096.500000 Penalty: 5256.847656
	Iteration 60F: 3 clusters Score -5348096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -5348100.000000 Penalty: 5256.847656
	Iteration 61Q: 3 clusters Score -5348100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -5348107.000000 Penalty: 5256.847656
	Iteration 62Q: 3 clusters Score -5348107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -5348114.000000 Penalty: 5256.847656
	Iteration 63Q: 3 clusters Score -5348114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -5348123.000000 Penalty: 5256.847656
	Iteration 64Q: 3 clusters Score -5348123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -5348126.500000 Penalty: 5256.847656
	Iteration 65Q: 3 clusters Score -5348126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -5348130.000000 Penalty: 5256.847656
	Iteration 66Q: 3 clusters Score -5348130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -5348127.500000 Penalty: 5256.847656
	Iteration 67Q: 3 clusters Score -5348128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -5348131.000000 Penalty: 5256.847656
	Iteration 68Q: 3 clusters Score -5348131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -5348126.000000 Penalty: 5256.847656
	Iteration 69Q: 3 clusters Score -5348126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -5348119.500000 Penalty: 5256.847656
	Iteration 70Q: 3 clusters Score -5348120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -5348121.500000 Penalty: 5256.847656
	Iteration 71Q: 3 clusters Score -5348122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -5348137.500000 Penalty: 5256.847656
	Iteration 72Q: 3 clusters Score -5348138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -5348135.000000 Penalty: 5256.847656
	Iteration 73Q: 3 clusters Score -5348135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -5348149.500000 Penalty: 5256.847656
	Iteration 74Q: 3 clusters Score -5348150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -5348160.500000 Penalty: 5256.847656
	Iteration 75Q: 3 clusters Score -5348160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -5348169.500000 Penalty: 5256.847656
	Iteration 76Q: 3 clusters Score -5348170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -5348167.000000 Penalty: 5256.847656
	Iteration 77Q: 3 clusters Score -5348167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -5348176.500000 Penalty: 5256.847656
	Iteration 78Q: 3 clusters Score -5348176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -5348184.000000 Penalty: 5256.847656
	Iteration 79Q: 3 clusters Score -5348184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -5348182.000000 Penalty: 5256.847656
	Iteration 80F: 3 clusters Score -5348182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -5348184.500000 Penalty: 5256.847656
	Iteration 81Q: 3 clusters Score -5348184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -5348185.500000 Penalty: 5256.847656
	Iteration 82Q: 3 clusters Score -5348186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -5348184.000000 Penalty: 5256.847656
	Iteration 83Q: 3 clusters Score -5348184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -5348183.500000 Penalty: 5256.847656
	Iteration 84Q: 3 clusters Score -5348184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -5348184.500000 Penalty: 5256.847656
	Iteration 85Q: 3 clusters Score -5348184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -5348189.000000 Penalty: 5256.847656
	Iteration 86Q: 3 clusters Score -5348189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -5348189.500000 Penalty: 5256.847656
	Iteration 87Q: 3 clusters Score -5348190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -5348185.500000 Penalty: 5256.847656
	Iteration 88Q: 3 clusters Score -5348186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -5348184.000000 Penalty: 5256.847656
	Iteration 89Q: 3 clusters Score -5348184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -5348187.500000 Penalty: 5256.847656
	Iteration 90Q: 3 clusters Score -5348188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -5348201.500000 Penalty: 5256.847656
	Iteration 91Q: 3 clusters Score -5348202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -5348200.000000 Penalty: 5256.847656
	Iteration 92Q: 3 clusters Score -5348200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -5348199.000000 Penalty: 5256.847656
	Iteration 93Q: 3 clusters Score -5348199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -5348201.500000 Penalty: 5256.847656
	Iteration 94Q: 3 clusters Score -5348202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -5348204.000000 Penalty: 5256.847656
	Iteration 95Q: 3 clusters Score -5348204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -5348203.000000 Penalty: 5256.847656
	Iteration 96Q: 3 clusters Score -5348203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -5348203.000000 Penalty: 5256.847656
	Iteration 97Q: 3 clusters Score -5348203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -5348208.000000 Penalty: 5256.847656
	Iteration 98Q: 3 clusters Score -5348208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -5348208.000000 Penalty: 5256.847656
	Iteration 99Q: 3 clusters Score -5348208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -5348203.500000 Penalty: 5256.847656
	Iteration 100F: 3 clusters Score -5348204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -5348204.500000 Penalty: 5256.847656
	Iteration 101Q: 3 clusters Score -5348204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -5348204.500000 Penalty: 5256.847656
	Iteration 102F: 3 clusters Score -5348204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -64386.003906 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -64386 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 236 members 
Entering Unmasked Estep 
Score: -62827.214844 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -62827.21 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -62996.492188 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -62996.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63054.562500 Penalty: 3092.267822
	Iteration 2Q: 3 clusters Score -63054.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -63104.707031 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -63104.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63128.402344 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -63128.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63159.492188 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -63159.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -63168.503906 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -63168.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63170.390625 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -63170.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63170.390625 Penalty: 3092.267822
	Iteration 8F: 3 clusters Score -63170.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -41466.406250 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -41466.41 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 176 members 
Entering Unmasked Estep 
Score: -40108.828125 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -40108.83 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -40243.851562 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -40243.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40308.132812 Penalty: 2902.692383
	Iteration 2Q: 3 clusters Score -40308.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40348.441406 Penalty: 2902.692383
	Iteration 3Q: 3 clusters Score -40348.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40384.792969 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -40384.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40391.773438 Penalty: 2902.692383
	Iteration 5Q: 3 clusters Score -40391.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40393.726562 Penalty: 2902.692383
	Iteration 6Q: 3 clusters Score -40393.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40394.992188 Penalty: 2902.692383
	Iteration 7Q: 3 clusters Score -40394.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40394.992188 Penalty: 2902.692383
	Iteration 8F: 3 clusters Score -40394.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (80140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80140 members 
Entering Unmasked Estep 
Score: -10792044.000000 Penalty: 2800.299561
	Iteration 0F: 2 clusters Score -1.079204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -10738365.000000 Penalty: 5600.599121
	Iteration 0F: 3 clusters Score -1.073836e+07 nChanged 37715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -10760172.000000 Penalty: 5600.599121
	Iteration 1F: 3 clusters Score -1.076017e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -10761747.000000 Penalty: 5600.599121
	Iteration 2Q: 3 clusters Score -1.076175e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -10764102.000000 Penalty: 5600.599121
	Iteration 3F: 3 clusters Score -1.07641e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -10767506.000000 Penalty: 5600.599121
	Iteration 4F: 3 clusters Score -1.076751e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -10771849.000000 Penalty: 5600.599121
	Iteration 5F: 3 clusters Score -1.077185e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -10775476.000000 Penalty: 5600.599121
	Iteration 6F: 3 clusters Score -1.077548e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -10778270.000000 Penalty: 5600.599121
	Iteration 7F: 3 clusters Score -1.077827e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -10780276.000000 Penalty: 5600.599121
	Iteration 8Q: 3 clusters Score -1.078028e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -10781798.000000 Penalty: 5600.599121
	Iteration 9Q: 3 clusters Score -1.07818e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -10782945.000000 Penalty: 5600.599121
	Iteration 10Q: 3 clusters Score -1.078294e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -10783761.000000 Penalty: 5600.599121
	Iteration 11Q: 3 clusters Score -1.078376e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -10784351.000000 Penalty: 5600.599121
	Iteration 12Q: 3 clusters Score -1.078435e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -10784701.000000 Penalty: 5600.599121
	Iteration 13Q: 3 clusters Score -1.07847e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -10785034.000000 Penalty: 5600.599121
	Iteration 14Q: 3 clusters Score -1.078503e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53847 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -10785314.000000 Penalty: 5600.599121
	Iteration 15Q: 3 clusters Score -1.078531e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -10785495.000000 Penalty: 5600.599121
	Iteration 16Q: 3 clusters Score -1.07855e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -10785649.000000 Penalty: 5600.599121
	Iteration 17Q: 3 clusters Score -1.078565e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -10785876.000000 Penalty: 5600.599121
	Iteration 18Q: 3 clusters Score -1.078588e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57463 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -10786083.000000 Penalty: 5600.599121
	Iteration 19Q: 3 clusters Score -1.078608e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58360 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -10786301.000000 Penalty: 5600.599121
	Iteration 20F: 3 clusters Score -1.07863e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -10786502.000000 Penalty: 5600.599121
	Iteration 21Q: 3 clusters Score -1.07865e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60101 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -10786738.000000 Penalty: 5600.599121
	Iteration 22Q: 3 clusters Score -1.078674e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60943 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -10786912.000000 Penalty: 5600.599121
	Iteration 23Q: 3 clusters Score -1.078691e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61768 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -10787083.000000 Penalty: 5600.599121
	Iteration 24Q: 3 clusters Score -1.078708e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62559 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -10787263.000000 Penalty: 5600.599121
	Iteration 25Q: 3 clusters Score -1.078726e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63334 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -10787379.000000 Penalty: 5600.599121
	Iteration 26Q: 3 clusters Score -1.078738e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64106 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -10787546.000000 Penalty: 5600.599121
	Iteration 27Q: 3 clusters Score -1.078755e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64873 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -10787701.000000 Penalty: 5600.599121
	Iteration 28Q: 3 clusters Score -1.07877e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65655 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -10787876.000000 Penalty: 5600.599121
	Iteration 29Q: 3 clusters Score -1.078788e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66412 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -10788011.000000 Penalty: 5600.599121
	Iteration 30Q: 3 clusters Score -1.078801e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -10788191.000000 Penalty: 5600.599121
	Iteration 31Q: 3 clusters Score -1.078819e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67811 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -10788370.000000 Penalty: 5600.599121
	Iteration 32Q: 3 clusters Score -1.078837e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68452 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -10788503.000000 Penalty: 5600.599121
	Iteration 33Q: 3 clusters Score -1.07885e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69058 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -10788641.000000 Penalty: 5600.599121
	Iteration 34Q: 3 clusters Score -1.078864e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69614 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -10788805.000000 Penalty: 5600.599121
	Iteration 35Q: 3 clusters Score -1.07888e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70163 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -10788933.000000 Penalty: 5600.599121
	Iteration 36Q: 3 clusters Score -1.078893e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70694 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -10789049.000000 Penalty: 5600.599121
	Iteration 37Q: 3 clusters Score -1.078905e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71175 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -10789159.000000 Penalty: 5600.599121
	Iteration 38Q: 3 clusters Score -1.078916e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71682 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -10789274.000000 Penalty: 5600.599121
	Iteration 39Q: 3 clusters Score -1.078927e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72157 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -10789397.000000 Penalty: 5600.599121
	Iteration 40F: 3 clusters Score -1.07894e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72607 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -10789488.000000 Penalty: 5600.599121
	Iteration 41Q: 3 clusters Score -1.078949e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73018 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -10789544.000000 Penalty: 5600.599121
	Iteration 42Q: 3 clusters Score -1.078954e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73418 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -10789652.000000 Penalty: 5600.599121
	Iteration 43Q: 3 clusters Score -1.078965e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73812 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -10789739.000000 Penalty: 5600.599121
	Iteration 44Q: 3 clusters Score -1.078974e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74157 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -10789827.000000 Penalty: 5600.599121
	Iteration 45Q: 3 clusters Score -1.078983e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74465 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -10789891.000000 Penalty: 5600.599121
	Iteration 46Q: 3 clusters Score -1.078989e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -10789957.000000 Penalty: 5600.599121
	Iteration 47Q: 3 clusters Score -1.078996e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75050 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -10790029.000000 Penalty: 5600.599121
	Iteration 48Q: 3 clusters Score -1.079003e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75315 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -10790112.000000 Penalty: 5600.599121
	Iteration 49Q: 3 clusters Score -1.079011e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75530 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -10790116.000000 Penalty: 5600.599121
	Iteration 50Q: 3 clusters Score -1.079012e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75726 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -10790187.000000 Penalty: 5600.599121
	Iteration 51Q: 3 clusters Score -1.079019e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75913 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -10790203.000000 Penalty: 5600.599121
	Iteration 52Q: 3 clusters Score -1.07902e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76090 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -10790226.000000 Penalty: 5600.599121
	Iteration 53Q: 3 clusters Score -1.079023e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76254 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -10790270.000000 Penalty: 5600.599121
	Iteration 54Q: 3 clusters Score -1.079027e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76383 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -10790280.000000 Penalty: 5600.599121
	Iteration 55Q: 3 clusters Score -1.079028e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76495 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -10790282.000000 Penalty: 5600.599121
	Iteration 56Q: 3 clusters Score -1.079028e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76599 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -10790314.000000 Penalty: 5600.599121
	Iteration 57Q: 3 clusters Score -1.079031e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76722 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -10790369.000000 Penalty: 5600.599121
	Iteration 58Q: 3 clusters Score -1.079037e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76849 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -10790395.000000 Penalty: 5600.599121
	Iteration 59Q: 3 clusters Score -1.07904e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76936 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -10790418.000000 Penalty: 5600.599121
	Iteration 60F: 3 clusters Score -1.079042e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -10790426.000000 Penalty: 5600.599121
	Iteration 61Q: 3 clusters Score -1.079043e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77099 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -10790455.000000 Penalty: 5600.599121
	Iteration 62Q: 3 clusters Score -1.079046e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77164 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -10790449.000000 Penalty: 5600.599121
	Iteration 63Q: 3 clusters Score -1.079045e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77226 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -10790449.000000 Penalty: 5600.599121
	Iteration 64Q: 3 clusters Score -1.079045e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77285 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -10790458.000000 Penalty: 5600.599121
	Iteration 65Q: 3 clusters Score -1.079046e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77332 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -10790469.000000 Penalty: 5600.599121
	Iteration 66Q: 3 clusters Score -1.079047e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77374 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -10790467.000000 Penalty: 5600.599121
	Iteration 67Q: 3 clusters Score -1.079047e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77421 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -10790493.000000 Penalty: 5600.599121
	Iteration 68Q: 3 clusters Score -1.079049e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77469 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -10790500.000000 Penalty: 5600.599121
	Iteration 69Q: 3 clusters Score -1.07905e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77513 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -10790518.000000 Penalty: 5600.599121
	Iteration 70Q: 3 clusters Score -1.079052e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77545 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -10790528.000000 Penalty: 5600.599121
	Iteration 71Q: 3 clusters Score -1.079053e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77565 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -10790537.000000 Penalty: 5600.599121
	Iteration 72Q: 3 clusters Score -1.079054e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77586 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -10790557.000000 Penalty: 5600.599121
	Iteration 73Q: 3 clusters Score -1.079056e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77612 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -10790560.000000 Penalty: 5600.599121
	Iteration 74Q: 3 clusters Score -1.079056e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77633 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -10790568.000000 Penalty: 5600.599121
	Iteration 75Q: 3 clusters Score -1.079057e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77656 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -10790565.000000 Penalty: 5600.599121
	Iteration 76Q: 3 clusters Score -1.079056e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77677 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -10790572.000000 Penalty: 5600.599121
	Iteration 77Q: 3 clusters Score -1.079057e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77691 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -10790564.000000 Penalty: 5600.599121
	Iteration 78Q: 3 clusters Score -1.079056e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77711 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -10790581.000000 Penalty: 5600.599121
	Iteration 79Q: 3 clusters Score -1.079058e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77731 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -10790580.000000 Penalty: 5600.599121
	Iteration 80F: 3 clusters Score -1.079058e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77754 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -10790584.000000 Penalty: 5600.599121
	Iteration 81Q: 3 clusters Score -1.079058e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77773 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -10790587.000000 Penalty: 5600.599121
	Iteration 82Q: 3 clusters Score -1.079059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77787 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -10790588.000000 Penalty: 5600.599121
	Iteration 83Q: 3 clusters Score -1.079059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -10790573.000000 Penalty: 5600.599121
	Iteration 84Q: 3 clusters Score -1.079057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77806 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -10790571.000000 Penalty: 5600.599121
	Iteration 85Q: 3 clusters Score -1.079057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77812 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -10790575.000000 Penalty: 5600.599121
	Iteration 86Q: 3 clusters Score -1.079058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77816 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -10790574.000000 Penalty: 5600.599121
	Iteration 87Q: 3 clusters Score -1.079057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77818 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -10790573.000000 Penalty: 5600.599121
	Iteration 88Q: 3 clusters Score -1.079057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77820 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -10790566.000000 Penalty: 5600.599121
	Iteration 89Q: 3 clusters Score -1.079057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77822 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -10790573.000000 Penalty: 5600.599121
	Iteration 90Q: 3 clusters Score -1.079057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77823 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -10790568.000000 Penalty: 5600.599121
	Iteration 91Q: 3 clusters Score -1.079057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77825 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -10790569.000000 Penalty: 5600.599121
	Iteration 92Q: 3 clusters Score -1.079057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77826 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -10790562.000000 Penalty: 5600.599121
	Iteration 93Q: 3 clusters Score -1.079056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77829 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -10790560.000000 Penalty: 5600.599121
	Iteration 94Q: 3 clusters Score -1.079056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77833 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -10790554.000000 Penalty: 5600.599121
	Iteration 95Q: 3 clusters Score -1.079055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77836 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -10790561.000000 Penalty: 5600.599121
	Iteration 96Q: 3 clusters Score -1.079056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77836 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -10790561.000000 Penalty: 5600.599121
	Iteration 97F: 3 clusters Score -1.079056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (61410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61410 members 
Entering Unmasked Estep 
Score: -8269455.500000 Penalty: 2734.281250
	Iteration 0F: 2 clusters Score -8269456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -8228277.500000 Penalty: 5468.562500
	Iteration 0F: 3 clusters Score -8228278 nChanged 28509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -8244540.500000 Penalty: 5468.562500
	Iteration 1F: 3 clusters Score -8244540 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -8245327.500000 Penalty: 5468.562500
	Iteration 2Q: 3 clusters Score -8245328 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -8246143.500000 Penalty: 5468.562500
	Iteration 3Q: 3 clusters Score -8246144 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -8247100.000000 Penalty: 5468.562500
	Iteration 4Q: 3 clusters Score -8247100 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -8248106.000000 Penalty: 5468.562500
	Iteration 5Q: 3 clusters Score -8248106 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -8249391.500000 Penalty: 5468.562500
	Iteration 6Q: 3 clusters Score -8249392 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -8251204.000000 Penalty: 5468.562500
	Iteration 7F: 3 clusters Score -8251204 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -8253707.500000 Penalty: 5468.562500
	Iteration 8F: 3 clusters Score -8253708 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -8256632.500000 Penalty: 5468.562500
	Iteration 9F: 3 clusters Score -8256632 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -8259070.500000 Penalty: 5468.562500
	Iteration 10F: 3 clusters Score -8259070 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -8260343.000000 Penalty: 5468.562500
	Iteration 11Q: 3 clusters Score -8260343 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -8260956.000000 Penalty: 5468.562500
	Iteration 12Q: 3 clusters Score -8260956 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -8261225.000000 Penalty: 5468.562500
	Iteration 13Q: 3 clusters Score -8261225 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -8261409.000000 Penalty: 5468.562500
	Iteration 14Q: 3 clusters Score -8261409 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -8261601.000000 Penalty: 5468.562500
	Iteration 15Q: 3 clusters Score -8261601 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -8261757.000000 Penalty: 5468.562500
	Iteration 16Q: 3 clusters Score -8261757 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -8261887.500000 Penalty: 5468.562500
	Iteration 17Q: 3 clusters Score -8261888 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -8262040.500000 Penalty: 5468.562500
	Iteration 18Q: 3 clusters Score -8262040 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -8262188.000000 Penalty: 5468.562500
	Iteration 19Q: 3 clusters Score -8262188 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -8262328.500000 Penalty: 5468.562500
	Iteration 20F: 3 clusters Score -8262328 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -8262413.000000 Penalty: 5468.562500
	Iteration 21Q: 3 clusters Score -8262413 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -8262573.000000 Penalty: 5468.562500
	Iteration 22Q: 3 clusters Score -8262573 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -8262665.000000 Penalty: 5468.562500
	Iteration 23Q: 3 clusters Score -8262665 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -8262793.000000 Penalty: 5468.562500
	Iteration 24Q: 3 clusters Score -8262793 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -8262909.500000 Penalty: 5468.562500
	Iteration 25Q: 3 clusters Score -8262910 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -8263052.500000 Penalty: 5468.562500
	Iteration 26Q: 3 clusters Score -8263052 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -8263176.500000 Penalty: 5468.562500
	Iteration 27Q: 3 clusters Score -8263176 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -8263287.500000 Penalty: 5468.562500
	Iteration 28Q: 3 clusters Score -8263288 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -8263403.000000 Penalty: 5468.562500
	Iteration 29Q: 3 clusters Score -8263403 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -8263550.500000 Penalty: 5468.562500
	Iteration 30Q: 3 clusters Score -8263550 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -8263640.500000 Penalty: 5468.562500
	Iteration 31Q: 3 clusters Score -8263640 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -8263746.000000 Penalty: 5468.562500
	Iteration 32Q: 3 clusters Score -8263746 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -8263894.500000 Penalty: 5468.562500
	Iteration 33Q: 3 clusters Score -8263894 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -8264025.500000 Penalty: 5468.562500
	Iteration 34Q: 3 clusters Score -8264026 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -8264207.500000 Penalty: 5468.562500
	Iteration 35Q: 3 clusters Score -8264208 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -8264337.000000 Penalty: 5468.562500
	Iteration 36Q: 3 clusters Score -8264337 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -8264509.500000 Penalty: 5468.562500
	Iteration 37Q: 3 clusters Score -8264510 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -8264713.000000 Penalty: 5468.562500
	Iteration 38Q: 3 clusters Score -8264713 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -8264911.500000 Penalty: 5468.562500
	Iteration 39Q: 3 clusters Score -8264912 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -8265107.000000 Penalty: 5468.562500
	Iteration 40F: 3 clusters Score -8265107 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -8265294.000000 Penalty: 5468.562500
	Iteration 41Q: 3 clusters Score -8265294 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -8265443.000000 Penalty: 5468.562500
	Iteration 42Q: 3 clusters Score -8265443 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -8265597.500000 Penalty: 5468.562500
	Iteration 43Q: 3 clusters Score -8265598 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -8265776.500000 Penalty: 5468.562500
	Iteration 44Q: 3 clusters Score -8265776 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -8265925.000000 Penalty: 5468.562500
	Iteration 45Q: 3 clusters Score -8265925 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -8266111.000000 Penalty: 5468.562500
	Iteration 46Q: 3 clusters Score -8266111 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -8266243.000000 Penalty: 5468.562500
	Iteration 47Q: 3 clusters Score -8266243 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 53046 members 
Entering Unmasked Estep 
Score: -8266343.000000 Penalty: 5468.562500
	Iteration 48Q: 3 clusters Score -8266343 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -8266452.000000 Penalty: 5468.562500
	Iteration 49Q: 3 clusters Score -8266452 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -8266578.500000 Penalty: 5468.562500
	Iteration 50Q: 3 clusters Score -8266578 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 54327 members 
Entering Unmasked Estep 
Score: -8266690.000000 Penalty: 5468.562500
	Iteration 51Q: 3 clusters Score -8266690 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 54679 members 
Entering Unmasked Estep 
Score: -8266781.500000 Penalty: 5468.562500
	Iteration 52Q: 3 clusters Score -8266782 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 55014 members 
Entering Unmasked Estep 
Score: -8266837.000000 Penalty: 5468.562500
	Iteration 53Q: 3 clusters Score -8266837 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 55335 members 
Entering Unmasked Estep 
Score: -8266943.500000 Penalty: 5468.562500
	Iteration 54Q: 3 clusters Score -8266944 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 55611 members 
Entering Unmasked Estep 
Score: -8267011.500000 Penalty: 5468.562500
	Iteration 55Q: 3 clusters Score -8267012 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
Score: -8267056.500000 Penalty: 5468.562500
	Iteration 56Q: 3 clusters Score -8267056 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 56148 members 
Entering Unmasked Estep 
Score: -8267125.500000 Penalty: 5468.562500
	Iteration 57Q: 3 clusters Score -8267126 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
Score: -8267183.000000 Penalty: 5468.562500
	Iteration 58Q: 3 clusters Score -8267183 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 56585 members 
Entering Unmasked Estep 
Score: -8267210.000000 Penalty: 5468.562500
	Iteration 59Q: 3 clusters Score -8267210 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 56764 members 
Entering Unmasked Estep 
Score: -8267280.000000 Penalty: 5468.562500
	Iteration 60F: 3 clusters Score -8267280 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 56923 members 
Entering Unmasked Estep 
Score: -8267316.500000 Penalty: 5468.562500
	Iteration 61Q: 3 clusters Score -8267316 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 57092 members 
Entering Unmasked Estep 
Score: -8267367.500000 Penalty: 5468.562500
	Iteration 62Q: 3 clusters Score -8267368 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 57249 members 
Entering Unmasked Estep 
Score: -8267383.000000 Penalty: 5468.562500
	Iteration 63Q: 3 clusters Score -8267383 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -8267436.500000 Penalty: 5468.562500
	Iteration 64Q: 3 clusters Score -8267436 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -8267438.000000 Penalty: 5468.562500
	Iteration 65Q: 3 clusters Score -8267438 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 57643 members 
Entering Unmasked Estep 
Score: -8267471.500000 Penalty: 5468.562500
	Iteration 66Q: 3 clusters Score -8267472 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 57748 members 
Entering Unmasked Estep 
Score: -8267523.500000 Penalty: 5468.562500
	Iteration 67Q: 3 clusters Score -8267524 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
Score: -8267536.500000 Penalty: 5468.562500
	Iteration 68Q: 3 clusters Score -8267536 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -8267559.500000 Penalty: 5468.562500
	Iteration 69Q: 3 clusters Score -8267560 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 58007 members 
Entering Unmasked Estep 
Score: -8267561.000000 Penalty: 5468.562500
	Iteration 70Q: 3 clusters Score -8267561 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 58069 members 
Entering Unmasked Estep 
Score: -8267563.000000 Penalty: 5468.562500
	Iteration 71Q: 3 clusters Score -8267563 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -8267579.000000 Penalty: 5468.562500
	Iteration 72Q: 3 clusters Score -8267579 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 58185 members 
Entering Unmasked Estep 
Score: -8267609.500000 Penalty: 5468.562500
	Iteration 73Q: 3 clusters Score -8267610 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 58233 members 
Entering Unmasked Estep 
Score: -8267616.000000 Penalty: 5468.562500
	Iteration 74Q: 3 clusters Score -8267616 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 58283 members 
Entering Unmasked Estep 
Score: -8267630.500000 Penalty: 5468.562500
	Iteration 75Q: 3 clusters Score -8267630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 58317 members 
Entering Unmasked Estep 
Score: -8267648.000000 Penalty: 5468.562500
	Iteration 76Q: 3 clusters Score -8267648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 58346 members 
Entering Unmasked Estep 
Score: -8267645.500000 Penalty: 5468.562500
	Iteration 77Q: 3 clusters Score -8267646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 58384 members 
Entering Unmasked Estep 
Score: -8267645.000000 Penalty: 5468.562500
	Iteration 78Q: 3 clusters Score -8267645 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 58416 members 
Entering Unmasked Estep 
Score: -8267651.500000 Penalty: 5468.562500
	Iteration 79Q: 3 clusters Score -8267652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 58453 members 
Entering Unmasked Estep 
Score: -8267680.500000 Penalty: 5468.562500
	Iteration 80F: 3 clusters Score -8267680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 58480 members 
Entering Unmasked Estep 
Score: -8267669.500000 Penalty: 5468.562500
	Iteration 81Q: 3 clusters Score -8267670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 58492 members 
Entering Unmasked Estep 
Score: -8267675.000000 Penalty: 5468.562500
	Iteration 82Q: 3 clusters Score -8267675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 58501 members 
Entering Unmasked Estep 
Score: -8267673.000000 Penalty: 5468.562500
	Iteration 83Q: 3 clusters Score -8267673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 58511 members 
Entering Unmasked Estep 
Score: -8267671.500000 Penalty: 5468.562500
	Iteration 84Q: 3 clusters Score -8267672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 58523 members 
Entering Unmasked Estep 
Score: -8267676.500000 Penalty: 5468.562500
	Iteration 85Q: 3 clusters Score -8267676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 58540 members 
Entering Unmasked Estep 
Score: -8267681.000000 Penalty: 5468.562500
	Iteration 86Q: 3 clusters Score -8267681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 58557 members 
Entering Unmasked Estep 
Score: -8267672.500000 Penalty: 5468.562500
	Iteration 87Q: 3 clusters Score -8267672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 58569 members 
Entering Unmasked Estep 
Score: -8267680.500000 Penalty: 5468.562500
	Iteration 88Q: 3 clusters Score -8267680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 58580 members 
Entering Unmasked Estep 
Score: -8267682.000000 Penalty: 5468.562500
	Iteration 89Q: 3 clusters Score -8267682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 58594 members 
Entering Unmasked Estep 
Score: -8267682.500000 Penalty: 5468.562500
	Iteration 90Q: 3 clusters Score -8267682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 58601 members 
Entering Unmasked Estep 
Score: -8267700.500000 Penalty: 5468.562500
	Iteration 91Q: 3 clusters Score -8267700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 58610 members 
Entering Unmasked Estep 
Score: -8267706.000000 Penalty: 5468.562500
	Iteration 92Q: 3 clusters Score -8267706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 58615 members 
Entering Unmasked Estep 
Score: -8267699.000000 Penalty: 5468.562500
	Iteration 93Q: 3 clusters Score -8267699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 58620 members 
Entering Unmasked Estep 
Score: -8267702.500000 Penalty: 5468.562500
	Iteration 94Q: 3 clusters Score -8267702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 58629 members 
Entering Unmasked Estep 
Score: -8267705.500000 Penalty: 5468.562500
	Iteration 95Q: 3 clusters Score -8267706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 58633 members 
Entering Unmasked Estep 
Score: -8267705.500000 Penalty: 5468.562500
	Iteration 96Q: 3 clusters Score -8267706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 58635 members 
Entering Unmasked Estep 
Score: -8267708.000000 Penalty: 5468.562500
	Iteration 97Q: 3 clusters Score -8267708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 58636 members 
Entering Unmasked Estep 
Score: -8267706.500000 Penalty: 5468.562500
	Iteration 98Q: 3 clusters Score -8267706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 58636 members 
Entering Unmasked Estep 
Score: -8267706.500000 Penalty: 5468.562500
	Iteration 99F: 3 clusters Score -8267706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (165399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165399 members 
Entering Unmasked Estep 
Score: -22046996.000000 Penalty: 2979.996826
	Iteration 0F: 2 clusters Score -2.2047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82894 members 
Mstep: Class 2 contains 82505 members 
Entering Unmasked Estep 
Score: -21939608.000000 Penalty: 5959.993652
	Iteration 0F: 3 clusters Score -2.193961e+07 nChanged 79557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85509 members 
Mstep: Class 2 contains 79890 members 
Entering Unmasked Estep 
Score: -21985760.000000 Penalty: 5959.993652
	Iteration 1F: 3 clusters Score -2.198576e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86905 members 
Mstep: Class 2 contains 78494 members 
Entering Unmasked Estep 
Score: -21986882.000000 Penalty: 5959.993652
	Iteration 2Q: 3 clusters Score -2.198688e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89014 members 
Mstep: Class 2 contains 76385 members 
Entering Unmasked Estep 
Score: -21988008.000000 Penalty: 5959.993652
	Iteration 3Q: 3 clusters Score -2.198801e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92143 members 
Mstep: Class 2 contains 73256 members 
Entering Unmasked Estep 
Score: -21989344.000000 Penalty: 5959.993652
	Iteration 4Q: 3 clusters Score -2.198934e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 68712 members 
Entering Unmasked Estep 
Score: -21991510.000000 Penalty: 5959.993652
	Iteration 5Q: 3 clusters Score -2.199151e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103277 members 
Mstep: Class 2 contains 62122 members 
Entering Unmasked Estep 
Score: -21994968.000000 Penalty: 5959.993652
	Iteration 6Q: 3 clusters Score -2.199497e+07 nChanged 9564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112501 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -22000792.000000 Penalty: 5959.993652
	Iteration 7F: 3 clusters Score -2.200079e+07 nChanged 11651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124048 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -22009374.000000 Penalty: 5959.993652
	Iteration 8F: 3 clusters Score -2.200937e+07 nChanged 12759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136777 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -22019920.000000 Penalty: 5959.993652
	Iteration 9F: 3 clusters Score -2.201992e+07 nChanged 11479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148244 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -22030584.000000 Penalty: 5959.993652
	Iteration 10F: 3 clusters Score -2.203058e+07 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156905 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -22038892.000000 Penalty: 5959.993652
	Iteration 11F: 3 clusters Score -2.203889e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161981 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -22042538.000000 Penalty: 5959.993652
	Iteration 12Q: 3 clusters Score -2.204254e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164101 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -22043714.000000 Penalty: 5959.993652
	Iteration 13Q: 3 clusters Score -2.204371e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164809 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -22044010.000000 Penalty: 5959.993652
	Iteration 14Q: 3 clusters Score -2.204401e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165036 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -22044204.000000 Penalty: 5959.993652
	Iteration 15Q: 3 clusters Score -2.20442e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165098 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -22044270.000000 Penalty: 5959.993652
	Iteration 16Q: 3 clusters Score -2.204427e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165129 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -22044346.000000 Penalty: 5959.993652
	Iteration 17Q: 3 clusters Score -2.204435e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165149 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -22044386.000000 Penalty: 5959.993652
	Iteration 18Q: 3 clusters Score -2.204439e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165157 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22044404.000000 Penalty: 5959.993652
	Iteration 19Q: 3 clusters Score -2.20444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165160 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -22044410.000000 Penalty: 5959.993652
	Iteration 20F: 3 clusters Score -2.204441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165160 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -22044422.000000 Penalty: 5959.993652
	Iteration 21Q: 3 clusters Score -2.204442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165160 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -22044426.000000 Penalty: 5959.993652
	Iteration 22Q: 3 clusters Score -2.204443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165159 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -22044430.000000 Penalty: 5959.993652
	Iteration 23Q: 3 clusters Score -2.204443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165158 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -22044426.000000 Penalty: 5959.993652
	Iteration 24Q: 3 clusters Score -2.204443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165156 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22044428.000000 Penalty: 5959.993652
	Iteration 25Q: 3 clusters Score -2.204443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165155 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -22044430.000000 Penalty: 5959.993652
	Iteration 26Q: 3 clusters Score -2.204443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165156 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22044430.000000 Penalty: 5959.993652
	Iteration 27Q: 3 clusters Score -2.204443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165157 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22044438.000000 Penalty: 5959.993652
	Iteration 28Q: 3 clusters Score -2.204444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165159 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -22044444.000000 Penalty: 5959.993652
	Iteration 29Q: 3 clusters Score -2.204444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165162 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -22044448.000000 Penalty: 5959.993652
	Iteration 30Q: 3 clusters Score -2.204445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165165 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -22044454.000000 Penalty: 5959.993652
	Iteration 31Q: 3 clusters Score -2.204445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165169 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22044456.000000 Penalty: 5959.993652
	Iteration 32Q: 3 clusters Score -2.204446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165172 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22044476.000000 Penalty: 5959.993652
	Iteration 33Q: 3 clusters Score -2.204448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165171 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -22044490.000000 Penalty: 5959.993652
	Iteration 34Q: 3 clusters Score -2.204449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165173 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22044488.000000 Penalty: 5959.993652
	Iteration 35Q: 3 clusters Score -2.204449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165173 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -22044488.000000 Penalty: 5959.993652
	Iteration 36F: 3 clusters Score -2.204449e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (175419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175419 members 
Entering Unmasked Estep 
Score: -23517614.000000 Penalty: 2994.583496
	Iteration 0F: 2 clusters Score -2.351761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 87908 members 
Entering Unmasked Estep 
Score: -23406656.000000 Penalty: 5989.166992
	Iteration 0F: 3 clusters Score -2.340666e+07 nChanged 84011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86094 members 
Mstep: Class 2 contains 89325 members 
Entering Unmasked Estep 
Score: -23455256.000000 Penalty: 5989.166992
	Iteration 1F: 3 clusters Score -2.345526e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85089 members 
Mstep: Class 2 contains 90330 members 
Entering Unmasked Estep 
Score: -23456312.000000 Penalty: 5989.166992
	Iteration 2Q: 3 clusters Score -2.345631e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83507 members 
Mstep: Class 2 contains 91912 members 
Entering Unmasked Estep 
Score: -23457494.000000 Penalty: 5989.166992
	Iteration 3Q: 3 clusters Score -2.345749e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81058 members 
Mstep: Class 2 contains 94361 members 
Entering Unmasked Estep 
Score: -23459234.000000 Penalty: 5989.166992
	Iteration 4Q: 3 clusters Score -2.345923e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77294 members 
Mstep: Class 2 contains 98125 members 
Entering Unmasked Estep 
Score: -23461264.000000 Penalty: 5989.166992
	Iteration 5Q: 3 clusters Score -2.346126e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71711 members 
Mstep: Class 2 contains 103708 members 
Entering Unmasked Estep 
Score: -23464456.000000 Penalty: 5989.166992
	Iteration 6Q: 3 clusters Score -2.346446e+07 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63957 members 
Mstep: Class 2 contains 111462 members 
Entering Unmasked Estep 
Score: -23469270.000000 Penalty: 5989.166992
	Iteration 7Q: 3 clusters Score -2.346927e+07 nChanged 10404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 121362 members 
Entering Unmasked Estep 
Score: -23476238.000000 Penalty: 5989.166992
	Iteration 8F: 3 clusters Score -2.347624e+07 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 133044 members 
Entering Unmasked Estep 
Score: -23485152.000000 Penalty: 5989.166992
	Iteration 9F: 3 clusters Score -2.348515e+07 nChanged 11555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 144509 members 
Entering Unmasked Estep 
Score: -23494838.000000 Penalty: 5989.166992
	Iteration 10F: 3 clusters Score -2.349484e+07 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 154628 members 
Entering Unmasked Estep 
Score: -23503582.000000 Penalty: 5989.166992
	Iteration 11F: 3 clusters Score -2.350358e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 162761 members 
Entering Unmasked Estep 
Score: -23509444.000000 Penalty: 5989.166992
	Iteration 12Q: 3 clusters Score -2.350944e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 168315 members 
Entering Unmasked Estep 
Score: -23512420.000000 Penalty: 5989.166992
	Iteration 13Q: 3 clusters Score -2.351242e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 171401 members 
Entering Unmasked Estep 
Score: -23514140.000000 Penalty: 5989.166992
	Iteration 14Q: 3 clusters Score -2.351414e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 172940 members 
Entering Unmasked Estep 
Score: -23514704.000000 Penalty: 5989.166992
	Iteration 15Q: 3 clusters Score -2.35147e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 173761 members 
Entering Unmasked Estep 
Score: -23514998.000000 Penalty: 5989.166992
	Iteration 16Q: 3 clusters Score -2.3515e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 174167 members 
Entering Unmasked Estep 
Score: -23515154.000000 Penalty: 5989.166992
	Iteration 17Q: 3 clusters Score -2.351515e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 174371 members 
Entering Unmasked Estep 
Score: -23515236.000000 Penalty: 5989.166992
	Iteration 18Q: 3 clusters Score -2.351524e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 174498 members 
Entering Unmasked Estep 
Score: -23515306.000000 Penalty: 5989.166992
	Iteration 19Q: 3 clusters Score -2.351531e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 174592 members 
Entering Unmasked Estep 
Score: -23515320.000000 Penalty: 5989.166992
	Iteration 20F: 3 clusters Score -2.351532e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 174646 members 
Entering Unmasked Estep 
Score: -23515368.000000 Penalty: 5989.166992
	Iteration 21Q: 3 clusters Score -2.351537e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 174678 members 
Entering Unmasked Estep 
Score: -23515428.000000 Penalty: 5989.166992
	Iteration 22Q: 3 clusters Score -2.351543e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 174683 members 
Entering Unmasked Estep 
Score: -23515450.000000 Penalty: 5989.166992
	Iteration 23Q: 3 clusters Score -2.351545e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 174692 members 
Entering Unmasked Estep 
Score: -23515470.000000 Penalty: 5989.166992
	Iteration 24Q: 3 clusters Score -2.351547e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 174699 members 
Entering Unmasked Estep 
Score: -23515472.000000 Penalty: 5989.166992
	Iteration 25Q: 3 clusters Score -2.351547e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 174708 members 
Entering Unmasked Estep 
Score: -23515496.000000 Penalty: 5989.166992
	Iteration 26Q: 3 clusters Score -2.35155e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 174718 members 
Entering Unmasked Estep 
Score: -23515494.000000 Penalty: 5989.166992
	Iteration 27Q: 3 clusters Score -2.351549e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 174723 members 
Entering Unmasked Estep 
Score: -23515510.000000 Penalty: 5989.166992
	Iteration 28Q: 3 clusters Score -2.351551e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 174733 members 
Entering Unmasked Estep 
Score: -23515518.000000 Penalty: 5989.166992
	Iteration 29Q: 3 clusters Score -2.351552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 174741 members 
Entering Unmasked Estep 
Score: -23515520.000000 Penalty: 5989.166992
	Iteration 30Q: 3 clusters Score -2.351552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 174744 members 
Entering Unmasked Estep 
Score: -23515518.000000 Penalty: 5989.166992
	Iteration 31Q: 3 clusters Score -2.351552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 174747 members 
Entering Unmasked Estep 
Score: -23515516.000000 Penalty: 5989.166992
	Iteration 32Q: 3 clusters Score -2.351552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 174748 members 
Entering Unmasked Estep 
Score: -23515516.000000 Penalty: 5989.166992
	Iteration 33Q: 3 clusters Score -2.351552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 174748 members 
Entering Unmasked Estep 
Score: -23515516.000000 Penalty: 5989.166992
	Iteration 34F: 3 clusters Score -2.351552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -19511.080078 Penalty: 1285.082397
	Iteration 0F: 2 clusters Score -19511.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -18458.740234 Penalty: 2570.164795
	Iteration 0F: 3 clusters Score -18458.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18519.792969 Penalty: 2570.164795
	Iteration 1F: 3 clusters Score -18519.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18571.529297 Penalty: 2570.164795
	Iteration 2Q: 3 clusters Score -18571.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18587.515625 Penalty: 2570.164795
	Iteration 3Q: 3 clusters Score -18587.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -18591.437500 Penalty: 2570.164795
	Iteration 4Q: 3 clusters Score -18591.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18610.031250 Penalty: 2570.164795
	Iteration 5Q: 3 clusters Score -18610.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18657.050781 Penalty: 2570.164795
	Iteration 6Q: 3 clusters Score -18657.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -18695.177734 Penalty: 2570.164795
	Iteration 7Q: 3 clusters Score -18695.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -18776.535156 Penalty: 2570.164795
	Iteration 8Q: 3 clusters Score -18776.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -18792.636719 Penalty: 2570.164795
	Iteration 9Q: 3 clusters Score -18792.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -18795.388672 Penalty: 2570.164795
	Iteration 10Q: 3 clusters Score -18795.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -18803.660156 Penalty: 2570.164795
	Iteration 11Q: 3 clusters Score -18803.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -18803.660156 Penalty: 2570.164795
	Iteration 12F: 3 clusters Score -18803.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92879 members 
Mstep: Class 2 contains 49482 members 
Mstep: Class 3 contains 7418 members 
Mstep: Class 4 contains 178545 members 
Mstep: Class 5 contains 164101 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 183889 members 
Mstep: Class 8 contains 49518 members 
Mstep: Class 9 contains 2662 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 39267 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 958 members 
Mstep: Class 14 contains 999 members 
Mstep: Class 15 contains 58195 members 
Mstep: Class 16 contains 27408 members 
Mstep: Class 17 contains 40074 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80140 members 
Mstep: Class 21 contains 61410 members 
Mstep: Class 22 contains 165399 members 
Mstep: Class 23 contains 175419 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476544.000000 Penalty: 84149.148438
Iteration 359Q: 25 clusters Score -1.804765e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92907 members 
Mstep: Class 2 contains 49492 members 
Mstep: Class 3 contains 7418 members 
Mstep: Class 4 contains 178513 members 
Mstep: Class 5 contains 164104 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 183916 members 
Mstep: Class 8 contains 49518 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 39257 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 955 members 
Mstep: Class 14 contains 999 members 
Mstep: Class 15 contains 58166 members 
Mstep: Class 16 contains 27462 members 
Mstep: Class 17 contains 40060 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80125 members 
Mstep: Class 21 contains 61366 members 
Mstep: Class 22 contains 165337 members 
Mstep: Class 23 contains 175509 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476288.000000 Penalty: 84149.148438
Iteration 360F: 25 clusters Score -1.804763e+08 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92916 members 
Mstep: Class 2 contains 49499 members 
Mstep: Class 3 contains 7418 members 
Mstep: Class 4 contains 178470 members 
Mstep: Class 5 contains 164095 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 183983 members 
Mstep: Class 8 contains 49507 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 39248 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 953 members 
Mstep: Class 14 contains 999 members 
Mstep: Class 15 contains 58129 members 
Mstep: Class 16 contains 27494 members 
Mstep: Class 17 contains 40061 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80111 members 
Mstep: Class 21 contains 61328 members 
Mstep: Class 22 contains 165295 members 
Mstep: Class 23 contains 175598 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476336.000000 Penalty: 84149.148438
Iteration 361Q: 25 clusters Score -1.804763e+08 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92935 members 
Mstep: Class 2 contains 49490 members 
Mstep: Class 3 contains 7418 members 
Mstep: Class 4 contains 178421 members 
Mstep: Class 5 contains 164054 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184058 members 
Mstep: Class 8 contains 49501 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 39233 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 947 members 
Mstep: Class 14 contains 999 members 
Mstep: Class 15 contains 58106 members 
Mstep: Class 16 contains 27530 members 
Mstep: Class 17 contains 40055 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80109 members 
Mstep: Class 21 contains 61295 members 
Mstep: Class 22 contains 165264 members 
Mstep: Class 23 contains 175689 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476272.000000 Penalty: 84149.148438
Iteration 362Q: 25 clusters Score -1.804763e+08 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92966 members 
Mstep: Class 2 contains 49486 members 
Mstep: Class 3 contains 7418 members 
Mstep: Class 4 contains 178412 members 
Mstep: Class 5 contains 164049 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184089 members 
Mstep: Class 8 contains 49487 members 
Mstep: Class 9 contains 2660 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 39207 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 942 members 
Mstep: Class 14 contains 1000 members 
Mstep: Class 15 contains 58080 members 
Mstep: Class 16 contains 27552 members 
Mstep: Class 17 contains 40057 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80088 members 
Mstep: Class 21 contains 61254 members 
Mstep: Class 22 contains 165294 members 
Mstep: Class 23 contains 175723 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475952.000000 Penalty: 84149.148438
Iteration 363Q: 25 clusters Score -1.80476e+08 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92989 members 
Mstep: Class 2 contains 49475 members 
Mstep: Class 3 contains 7419 members 
Mstep: Class 4 contains 178354 members 
Mstep: Class 5 contains 164031 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184133 members 
Mstep: Class 8 contains 49476 members 
Mstep: Class 9 contains 2659 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 39194 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 938 members 
Mstep: Class 14 contains 1001 members 
Mstep: Class 15 contains 58063 members 
Mstep: Class 16 contains 27567 members 
Mstep: Class 17 contains 40058 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80071 members 
Mstep: Class 21 contains 61213 members 
Mstep: Class 22 contains 165328 members 
Mstep: Class 23 contains 175795 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475840.000000 Penalty: 84149.148438
Iteration 364Q: 25 clusters Score -1.804758e+08 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93006 members 
Mstep: Class 2 contains 49487 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 178307 members 
Mstep: Class 5 contains 164020 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184178 members 
Mstep: Class 8 contains 49460 members 
Mstep: Class 9 contains 2659 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 39177 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 932 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 58037 members 
Mstep: Class 16 contains 27580 members 
Mstep: Class 17 contains 40046 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80053 members 
Mstep: Class 21 contains 61178 members 
Mstep: Class 22 contains 165374 members 
Mstep: Class 23 contains 175848 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476064.000000 Penalty: 84149.148438
Iteration 365Q: 25 clusters Score -1.804761e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93022 members 
Mstep: Class 2 contains 49475 members 
Mstep: Class 3 contains 7422 members 
Mstep: Class 4 contains 178294 members 
Mstep: Class 5 contains 163969 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184214 members 
Mstep: Class 8 contains 49463 members 
Mstep: Class 9 contains 2659 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 39161 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 58000 members 
Mstep: Class 16 contains 27597 members 
Mstep: Class 17 contains 40048 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80043 members 
Mstep: Class 21 contains 61128 members 
Mstep: Class 22 contains 165413 members 
Mstep: Class 23 contains 175921 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475792.000000 Penalty: 84149.148438
Iteration 366Q: 25 clusters Score -1.804758e+08 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93034 members 
Mstep: Class 2 contains 49480 members 
Mstep: Class 3 contains 7426 members 
Mstep: Class 4 contains 178325 members 
Mstep: Class 5 contains 163932 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184238 members 
Mstep: Class 8 contains 49477 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 39152 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 931 members 
Mstep: Class 14 contains 1005 members 
Mstep: Class 15 contains 57968 members 
Mstep: Class 16 contains 27636 members 
Mstep: Class 17 contains 40046 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80026 members 
Mstep: Class 21 contains 61096 members 
Mstep: Class 22 contains 165444 members 
Mstep: Class 23 contains 175890 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475856.000000 Penalty: 84149.148438
Iteration 367Q: 25 clusters Score -1.804759e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93040 members 
Mstep: Class 2 contains 49492 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 178319 members 
Mstep: Class 5 contains 163913 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184267 members 
Mstep: Class 8 contains 49493 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 39135 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 1005 members 
Mstep: Class 15 contains 57933 members 
Mstep: Class 16 contains 27650 members 
Mstep: Class 17 contains 40043 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 80002 members 
Mstep: Class 21 contains 61072 members 
Mstep: Class 22 contains 165553 members 
Mstep: Class 23 contains 175829 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476144.000000 Penalty: 84149.148438
Iteration 368Q: 25 clusters Score -1.804761e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93044 members 
Mstep: Class 2 contains 49498 members 
Mstep: Class 3 contains 7435 members 
Mstep: Class 4 contains 178313 members 
Mstep: Class 5 contains 163933 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184292 members 
Mstep: Class 8 contains 49503 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 39118 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 929 members 
Mstep: Class 14 contains 1005 members 
Mstep: Class 15 contains 57891 members 
Mstep: Class 16 contains 27686 members 
Mstep: Class 17 contains 40038 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79982 members 
Mstep: Class 21 contains 61047 members 
Mstep: Class 22 contains 165656 members 
Mstep: Class 23 contains 175736 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476128.000000 Penalty: 84149.148438
Iteration 369Q: 25 clusters Score -1.804761e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93050 members 
Mstep: Class 2 contains 49498 members 
Mstep: Class 3 contains 7438 members 
Mstep: Class 4 contains 178273 members 
Mstep: Class 5 contains 163957 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184299 members 
Mstep: Class 8 contains 49513 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 39094 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 926 members 
Mstep: Class 14 contains 1005 members 
Mstep: Class 15 contains 57854 members 
Mstep: Class 16 contains 27721 members 
Mstep: Class 17 contains 40032 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79966 members 
Mstep: Class 21 contains 61024 members 
Mstep: Class 22 contains 165772 members 
Mstep: Class 23 contains 175684 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476112.000000 Penalty: 84149.148438
Iteration 370Q: 25 clusters Score -1.804761e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93065 members 
Mstep: Class 2 contains 49498 members 
Mstep: Class 3 contains 7438 members 
Mstep: Class 4 contains 178242 members 
Mstep: Class 5 contains 163984 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184271 members 
Mstep: Class 8 contains 49513 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 39064 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 922 members 
Mstep: Class 14 contains 1005 members 
Mstep: Class 15 contains 57797 members 
Mstep: Class 16 contains 27762 members 
Mstep: Class 17 contains 40014 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79947 members 
Mstep: Class 21 contains 61009 members 
Mstep: Class 22 contains 165866 members 
Mstep: Class 23 contains 175709 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476112.000000 Penalty: 84149.148438
Iteration 371Q: 25 clusters Score -1.804761e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93070 members 
Mstep: Class 2 contains 49502 members 
Mstep: Class 3 contains 7438 members 
Mstep: Class 4 contains 178214 members 
Mstep: Class 5 contains 164013 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184259 members 
Mstep: Class 8 contains 49515 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 39034 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 920 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 57754 members 
Mstep: Class 16 contains 27803 members 
Mstep: Class 17 contains 40002 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79939 members 
Mstep: Class 21 contains 60980 members 
Mstep: Class 22 contains 165936 members 
Mstep: Class 23 contains 175723 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476064.000000 Penalty: 84149.148438
Iteration 372Q: 25 clusters Score -1.804761e+08 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93086 members 
Mstep: Class 2 contains 49505 members 
Mstep: Class 3 contains 7439 members 
Mstep: Class 4 contains 178182 members 
Mstep: Class 5 contains 164076 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184229 members 
Mstep: Class 8 contains 49512 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 39000 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 919 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 57709 members 
Mstep: Class 16 contains 27845 members 
Mstep: Class 17 contains 39988 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79943 members 
Mstep: Class 21 contains 60947 members 
Mstep: Class 22 contains 166004 members 
Mstep: Class 23 contains 175718 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476144.000000 Penalty: 84149.148438
Iteration 373Q: 25 clusters Score -1.804761e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93102 members 
Mstep: Class 2 contains 49517 members 
Mstep: Class 3 contains 7440 members 
Mstep: Class 4 contains 178143 members 
Mstep: Class 5 contains 164055 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184215 members 
Mstep: Class 8 contains 49507 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38983 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 920 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 57672 members 
Mstep: Class 16 contains 27882 members 
Mstep: Class 17 contains 39973 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79942 members 
Mstep: Class 21 contains 60936 members 
Mstep: Class 22 contains 166061 members 
Mstep: Class 23 contains 175754 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476352.000000 Penalty: 84149.148438
Iteration 374Q: 25 clusters Score -1.804764e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93111 members 
Mstep: Class 2 contains 49533 members 
Mstep: Class 3 contains 7442 members 
Mstep: Class 4 contains 178116 members 
Mstep: Class 5 contains 164000 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184238 members 
Mstep: Class 8 contains 49508 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38972 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 920 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 57626 members 
Mstep: Class 16 contains 27914 members 
Mstep: Class 17 contains 39965 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79941 members 
Mstep: Class 21 contains 60914 members 
Mstep: Class 22 contains 166090 members 
Mstep: Class 23 contains 175813 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476176.000000 Penalty: 84149.148438
Iteration 375Q: 25 clusters Score -1.804762e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93126 members 
Mstep: Class 2 contains 49552 members 
Mstep: Class 3 contains 7443 members 
Mstep: Class 4 contains 178087 members 
Mstep: Class 5 contains 163927 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184254 members 
Mstep: Class 8 contains 49517 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38968 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 920 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 57579 members 
Mstep: Class 16 contains 27953 members 
Mstep: Class 17 contains 39965 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79949 members 
Mstep: Class 21 contains 60888 members 
Mstep: Class 22 contains 166104 members 
Mstep: Class 23 contains 175871 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476064.000000 Penalty: 84149.148438
Iteration 376Q: 25 clusters Score -1.804761e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93139 members 
Mstep: Class 2 contains 49568 members 
Mstep: Class 3 contains 7444 members 
Mstep: Class 4 contains 178062 members 
Mstep: Class 5 contains 163865 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184288 members 
Mstep: Class 8 contains 49523 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38954 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 920 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 57527 members 
Mstep: Class 16 contains 27990 members 
Mstep: Class 17 contains 39959 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79946 members 
Mstep: Class 21 contains 60866 members 
Mstep: Class 22 contains 166119 members 
Mstep: Class 23 contains 175933 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476352.000000 Penalty: 84149.148438
Iteration 377Q: 25 clusters Score -1.804764e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93148 members 
Mstep: Class 2 contains 49576 members 
Mstep: Class 3 contains 7447 members 
Mstep: Class 4 contains 178068 members 
Mstep: Class 5 contains 163813 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184315 members 
Mstep: Class 8 contains 49526 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38951 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 920 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 57481 members 
Mstep: Class 16 contains 28027 members 
Mstep: Class 17 contains 39950 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79943 members 
Mstep: Class 21 contains 60837 members 
Mstep: Class 22 contains 166118 members 
Mstep: Class 23 contains 175983 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476064.000000 Penalty: 84149.148438
Iteration 378Q: 25 clusters Score -1.804761e+08 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93160 members 
Mstep: Class 2 contains 49583 members 
Mstep: Class 3 contains 7447 members 
Mstep: Class 4 contains 178048 members 
Mstep: Class 5 contains 163763 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184354 members 
Mstep: Class 8 contains 49527 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38932 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 920 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 57440 members 
Mstep: Class 16 contains 28059 members 
Mstep: Class 17 contains 39930 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79936 members 
Mstep: Class 21 contains 60811 members 
Mstep: Class 22 contains 166137 members 
Mstep: Class 23 contains 176056 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475680.000000 Penalty: 84149.148438
Iteration 379Q: 25 clusters Score -1.804757e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93168 members 
Mstep: Class 2 contains 49581 members 
Mstep: Class 3 contains 7447 members 
Mstep: Class 4 contains 178025 members 
Mstep: Class 5 contains 163679 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184387 members 
Mstep: Class 8 contains 49534 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38928 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 920 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 57395 members 
Mstep: Class 16 contains 28093 members 
Mstep: Class 17 contains 39923 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79925 members 
Mstep: Class 21 contains 60791 members 
Mstep: Class 22 contains 166130 members 
Mstep: Class 23 contains 176177 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475728.000000 Penalty: 84149.148438
Iteration 380F: 25 clusters Score -1.804757e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93168 members 
Mstep: Class 2 contains 49597 members 
Mstep: Class 3 contains 7447 members 
Mstep: Class 4 contains 177979 members 
Mstep: Class 5 contains 163615 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184416 members 
Mstep: Class 8 contains 49539 members 
Mstep: Class 9 contains 2656 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38929 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 920 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 57351 members 
Mstep: Class 16 contains 28133 members 
Mstep: Class 17 contains 39914 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79918 members 
Mstep: Class 21 contains 60765 members 
Mstep: Class 22 contains 166175 members 
Mstep: Class 23 contains 176238 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475456.000000 Penalty: 84149.148438
Iteration 381Q: 25 clusters Score -1.804755e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93182 members 
Mstep: Class 2 contains 49612 members 
Mstep: Class 3 contains 7449 members 
Mstep: Class 4 contains 177931 members 
Mstep: Class 5 contains 163539 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184449 members 
Mstep: Class 8 contains 49542 members 
Mstep: Class 9 contains 2656 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38923 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 920 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 57299 members 
Mstep: Class 16 contains 28167 members 
Mstep: Class 17 contains 39900 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79902 members 
Mstep: Class 21 contains 60731 members 
Mstep: Class 22 contains 166239 members 
Mstep: Class 23 contains 176319 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475568.000000 Penalty: 84149.148438
Iteration 382Q: 25 clusters Score -1.804756e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93197 members 
Mstep: Class 2 contains 49640 members 
Mstep: Class 3 contains 7451 members 
Mstep: Class 4 contains 177885 members 
Mstep: Class 5 contains 163423 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184484 members 
Mstep: Class 8 contains 49550 members 
Mstep: Class 9 contains 2656 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38922 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 920 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 57249 members 
Mstep: Class 16 contains 28191 members 
Mstep: Class 17 contains 39880 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79890 members 
Mstep: Class 21 contains 60706 members 
Mstep: Class 22 contains 166324 members 
Mstep: Class 23 contains 176392 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475728.000000 Penalty: 84149.148438
Iteration 383Q: 25 clusters Score -1.804757e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93211 members 
Mstep: Class 2 contains 49651 members 
Mstep: Class 3 contains 7452 members 
Mstep: Class 4 contains 177847 members 
Mstep: Class 5 contains 163359 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184506 members 
Mstep: Class 8 contains 49563 members 
Mstep: Class 9 contains 2655 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38921 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 920 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 57198 members 
Mstep: Class 16 contains 28218 members 
Mstep: Class 17 contains 39858 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79882 members 
Mstep: Class 21 contains 60679 members 
Mstep: Class 22 contains 166409 members 
Mstep: Class 23 contains 176431 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475984.000000 Penalty: 84149.148438
Iteration 384Q: 25 clusters Score -1.80476e+08 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93238 members 
Mstep: Class 2 contains 49662 members 
Mstep: Class 3 contains 7453 members 
Mstep: Class 4 contains 177824 members 
Mstep: Class 5 contains 163269 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184498 members 
Mstep: Class 8 contains 49577 members 
Mstep: Class 9 contains 2656 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38921 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 919 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 57157 members 
Mstep: Class 16 contains 28250 members 
Mstep: Class 17 contains 39835 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79880 members 
Mstep: Class 21 contains 60648 members 
Mstep: Class 22 contains 166509 members 
Mstep: Class 23 contains 176464 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476096.000000 Penalty: 84149.148438
Iteration 385Q: 25 clusters Score -1.804761e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93252 members 
Mstep: Class 2 contains 49678 members 
Mstep: Class 3 contains 7453 members 
Mstep: Class 4 contains 177784 members 
Mstep: Class 5 contains 163281 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184506 members 
Mstep: Class 8 contains 49572 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38921 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 918 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 57104 members 
Mstep: Class 16 contains 28282 members 
Mstep: Class 17 contains 39801 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79867 members 
Mstep: Class 21 contains 60624 members 
Mstep: Class 22 contains 166616 members 
Mstep: Class 23 contains 176444 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475728.000000 Penalty: 84149.148438
Iteration 386Q: 25 clusters Score -1.804757e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93269 members 
Mstep: Class 2 contains 49687 members 
Mstep: Class 3 contains 7454 members 
Mstep: Class 4 contains 177737 members 
Mstep: Class 5 contains 163326 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184494 members 
Mstep: Class 8 contains 49563 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38927 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 57057 members 
Mstep: Class 16 contains 28310 members 
Mstep: Class 17 contains 39780 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79859 members 
Mstep: Class 21 contains 60600 members 
Mstep: Class 22 contains 166707 members 
Mstep: Class 23 contains 176416 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475520.000000 Penalty: 84149.148438
Iteration 387Q: 25 clusters Score -1.804755e+08 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93269 members 
Mstep: Class 2 contains 49695 members 
Mstep: Class 3 contains 7454 members 
Mstep: Class 4 contains 177742 members 
Mstep: Class 5 contains 163378 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184494 members 
Mstep: Class 8 contains 49551 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38926 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 56999 members 
Mstep: Class 16 contains 28357 members 
Mstep: Class 17 contains 39763 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79854 members 
Mstep: Class 21 contains 60553 members 
Mstep: Class 22 contains 166803 members 
Mstep: Class 23 contains 176348 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475408.000000 Penalty: 84149.148438
Iteration 388Q: 25 clusters Score -1.804754e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93276 members 
Mstep: Class 2 contains 49714 members 
Mstep: Class 3 contains 7455 members 
Mstep: Class 4 contains 177711 members 
Mstep: Class 5 contains 163436 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184520 members 
Mstep: Class 8 contains 49550 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38929 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 56947 members 
Mstep: Class 16 contains 28397 members 
Mstep: Class 17 contains 39731 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79862 members 
Mstep: Class 21 contains 60514 members 
Mstep: Class 22 contains 166857 members 
Mstep: Class 23 contains 176287 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475344.000000 Penalty: 84149.148438
Iteration 389Q: 25 clusters Score -1.804753e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93287 members 
Mstep: Class 2 contains 49725 members 
Mstep: Class 3 contains 7455 members 
Mstep: Class 4 contains 177682 members 
Mstep: Class 5 contains 163494 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184538 members 
Mstep: Class 8 contains 49556 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38923 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 56893 members 
Mstep: Class 16 contains 28422 members 
Mstep: Class 17 contains 39711 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79857 members 
Mstep: Class 21 contains 60482 members 
Mstep: Class 22 contains 166939 members 
Mstep: Class 23 contains 176222 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475472.000000 Penalty: 84149.148438
Iteration 390Q: 25 clusters Score -1.804755e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93295 members 
Mstep: Class 2 contains 49737 members 
Mstep: Class 3 contains 7455 members 
Mstep: Class 4 contains 177647 members 
Mstep: Class 5 contains 163513 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184550 members 
Mstep: Class 8 contains 49556 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38905 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 56840 members 
Mstep: Class 16 contains 28441 members 
Mstep: Class 17 contains 39703 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79862 members 
Mstep: Class 21 contains 60451 members 
Mstep: Class 22 contains 166999 members 
Mstep: Class 23 contains 176233 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475328.000000 Penalty: 84149.148438
Iteration 391Q: 25 clusters Score -1.804753e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93296 members 
Mstep: Class 2 contains 49744 members 
Mstep: Class 3 contains 7455 members 
Mstep: Class 4 contains 177598 members 
Mstep: Class 5 contains 163524 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184578 members 
Mstep: Class 8 contains 49551 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38890 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 56811 members 
Mstep: Class 16 contains 28460 members 
Mstep: Class 17 contains 39688 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79848 members 
Mstep: Class 21 contains 60427 members 
Mstep: Class 22 contains 167075 members 
Mstep: Class 23 contains 176242 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475360.000000 Penalty: 84149.148438
Iteration 392Q: 25 clusters Score -1.804754e+08 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93304 members 
Mstep: Class 2 contains 49752 members 
Mstep: Class 3 contains 7455 members 
Mstep: Class 4 contains 177552 members 
Mstep: Class 5 contains 163545 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184611 members 
Mstep: Class 8 contains 49545 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38879 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 56782 members 
Mstep: Class 16 contains 28477 members 
Mstep: Class 17 contains 39678 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79834 members 
Mstep: Class 21 contains 60390 members 
Mstep: Class 22 contains 167169 members 
Mstep: Class 23 contains 176214 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475296.000000 Penalty: 84149.148438
Iteration 393Q: 25 clusters Score -1.804753e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93304 members 
Mstep: Class 2 contains 49778 members 
Mstep: Class 3 contains 7455 members 
Mstep: Class 4 contains 177511 members 
Mstep: Class 5 contains 163527 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184658 members 
Mstep: Class 8 contains 49542 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38865 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 56751 members 
Mstep: Class 16 contains 28497 members 
Mstep: Class 17 contains 39669 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79819 members 
Mstep: Class 21 contains 60366 members 
Mstep: Class 22 contains 167296 members 
Mstep: Class 23 contains 176153 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475600.000000 Penalty: 84149.148438
Iteration 394Q: 25 clusters Score -1.804756e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93296 members 
Mstep: Class 2 contains 49799 members 
Mstep: Class 3 contains 7455 members 
Mstep: Class 4 contains 177477 members 
Mstep: Class 5 contains 163548 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184675 members 
Mstep: Class 8 contains 49549 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38858 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 56699 members 
Mstep: Class 16 contains 28514 members 
Mstep: Class 17 contains 39666 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79800 members 
Mstep: Class 21 contains 60343 members 
Mstep: Class 22 contains 167457 members 
Mstep: Class 23 contains 176055 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475488.000000 Penalty: 84149.148438
Iteration 395Q: 25 clusters Score -1.804755e+08 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93297 members 
Mstep: Class 2 contains 49813 members 
Mstep: Class 3 contains 7457 members 
Mstep: Class 4 contains 177471 members 
Mstep: Class 5 contains 163524 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184661 members 
Mstep: Class 8 contains 49552 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38849 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 56667 members 
Mstep: Class 16 contains 28535 members 
Mstep: Class 17 contains 39649 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79785 members 
Mstep: Class 21 contains 60306 members 
Mstep: Class 22 contains 167594 members 
Mstep: Class 23 contains 176031 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475424.000000 Penalty: 84149.148438
Iteration 396Q: 25 clusters Score -1.804754e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93304 members 
Mstep: Class 2 contains 49842 members 
Mstep: Class 3 contains 7457 members 
Mstep: Class 4 contains 177447 members 
Mstep: Class 5 contains 163523 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184652 members 
Mstep: Class 8 contains 49553 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38840 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 56633 members 
Mstep: Class 16 contains 28566 members 
Mstep: Class 17 contains 39634 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79770 members 
Mstep: Class 21 contains 60282 members 
Mstep: Class 22 contains 167658 members 
Mstep: Class 23 contains 176030 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476096.000000 Penalty: 84149.148438
Iteration 397Q: 25 clusters Score -1.804761e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93318 members 
Mstep: Class 2 contains 49847 members 
Mstep: Class 3 contains 7458 members 
Mstep: Class 4 contains 177402 members 
Mstep: Class 5 contains 163556 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184652 members 
Mstep: Class 8 contains 49547 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38834 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 56595 members 
Mstep: Class 16 contains 28596 members 
Mstep: Class 17 contains 39622 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79752 members 
Mstep: Class 21 contains 60267 members 
Mstep: Class 22 contains 167690 members 
Mstep: Class 23 contains 176055 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475664.000000 Penalty: 84149.148438
Iteration 398Q: 25 clusters Score -1.804757e+08 nChanged 966
Entering ConstructFrom: 
Score: -180475664.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (93328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93328 members 
Entering Unmasked Estep 
Score: -12084974.000000 Penalty: 2838.081055
	Iteration 0F: 2 clusters Score -1.208497e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -12022476.000000 Penalty: 5676.162109
	Iteration 0F: 3 clusters Score -1.202248e+07 nChanged 44156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -12047593.000000 Penalty: 5676.162109
	Iteration 1F: 3 clusters Score -1.204759e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
Score: -12048649.000000 Penalty: 5676.162109
	Iteration 2Q: 3 clusters Score -1.204865e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -12050373.000000 Penalty: 5676.162109
	Iteration 3Q: 3 clusters Score -1.205037e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -12052965.000000 Penalty: 5676.162109
	Iteration 4F: 3 clusters Score -1.205296e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 57819 members 
Entering Unmasked Estep 
Score: -12056981.000000 Penalty: 5676.162109
	Iteration 5F: 3 clusters Score -1.205698e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 61854 members 
Entering Unmasked Estep 
Score: -12061581.000000 Penalty: 5676.162109
	Iteration 6F: 3 clusters Score -1.206158e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 65661 members 
Entering Unmasked Estep 
Score: -12065523.000000 Penalty: 5676.162109
	Iteration 7F: 3 clusters Score -1.206552e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 69235 members 
Entering Unmasked Estep 
Score: -12068737.000000 Penalty: 5676.162109
	Iteration 8F: 3 clusters Score -1.206874e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 72687 members 
Entering Unmasked Estep 
Score: -12071248.000000 Penalty: 5676.162109
	Iteration 9Q: 3 clusters Score -1.207125e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
Score: -12073440.000000 Penalty: 5676.162109
	Iteration 10Q: 3 clusters Score -1.207344e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 79462 members 
Entering Unmasked Estep 
Score: -12075478.000000 Penalty: 5676.162109
	Iteration 11Q: 3 clusters Score -1.207548e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 82555 members 
Entering Unmasked Estep 
Score: -12077277.000000 Penalty: 5676.162109
	Iteration 12Q: 3 clusters Score -1.207728e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 85287 members 
Entering Unmasked Estep 
Score: -12078834.000000 Penalty: 5676.162109
	Iteration 13Q: 3 clusters Score -1.207883e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 87548 members 
Entering Unmasked Estep 
Score: -12080232.000000 Penalty: 5676.162109
	Iteration 14Q: 3 clusters Score -1.208023e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 89224 members 
Entering Unmasked Estep 
Score: -12081225.000000 Penalty: 5676.162109
	Iteration 15Q: 3 clusters Score -1.208122e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 90403 members 
Entering Unmasked Estep 
Score: -12081850.000000 Penalty: 5676.162109
	Iteration 16Q: 3 clusters Score -1.208185e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 91193 members 
Entering Unmasked Estep 
Score: -12082297.000000 Penalty: 5676.162109
	Iteration 17Q: 3 clusters Score -1.20823e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 91680 members 
Entering Unmasked Estep 
Score: -12082527.000000 Penalty: 5676.162109
	Iteration 18Q: 3 clusters Score -1.208253e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 91997 members 
Entering Unmasked Estep 
Score: -12082660.000000 Penalty: 5676.162109
	Iteration 19Q: 3 clusters Score -1.208266e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 92181 members 
Entering Unmasked Estep 
Score: -12082737.000000 Penalty: 5676.162109
	Iteration 20F: 3 clusters Score -1.208274e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 92307 members 
Entering Unmasked Estep 
Score: -12082809.000000 Penalty: 5676.162109
	Iteration 21Q: 3 clusters Score -1.208281e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 92379 members 
Entering Unmasked Estep 
Score: -12082846.000000 Penalty: 5676.162109
	Iteration 22Q: 3 clusters Score -1.208285e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 92433 members 
Entering Unmasked Estep 
Score: -12082872.000000 Penalty: 5676.162109
	Iteration 23Q: 3 clusters Score -1.208287e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 92467 members 
Entering Unmasked Estep 
Score: -12082896.000000 Penalty: 5676.162109
	Iteration 24Q: 3 clusters Score -1.20829e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 92494 members 
Entering Unmasked Estep 
Score: -12082907.000000 Penalty: 5676.162109
	Iteration 25Q: 3 clusters Score -1.208291e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 92506 members 
Entering Unmasked Estep 
Score: -12082918.000000 Penalty: 5676.162109
	Iteration 26Q: 3 clusters Score -1.208292e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 92526 members 
Entering Unmasked Estep 
Score: -12082928.000000 Penalty: 5676.162109
	Iteration 27Q: 3 clusters Score -1.208293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 92534 members 
Entering Unmasked Estep 
Score: -12082931.000000 Penalty: 5676.162109
	Iteration 28Q: 3 clusters Score -1.208293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 92544 members 
Entering Unmasked Estep 
Score: -12082943.000000 Penalty: 5676.162109
	Iteration 29Q: 3 clusters Score -1.208294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 92547 members 
Entering Unmasked Estep 
Score: -12082949.000000 Penalty: 5676.162109
	Iteration 30Q: 3 clusters Score -1.208295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 92553 members 
Entering Unmasked Estep 
Score: -12082955.000000 Penalty: 5676.162109
	Iteration 31Q: 3 clusters Score -1.208296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 92559 members 
Entering Unmasked Estep 
Score: -12082954.000000 Penalty: 5676.162109
	Iteration 32Q: 3 clusters Score -1.208295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 92564 members 
Entering Unmasked Estep 
Score: -12082959.000000 Penalty: 5676.162109
	Iteration 33Q: 3 clusters Score -1.208296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 92569 members 
Entering Unmasked Estep 
Score: -12082954.000000 Penalty: 5676.162109
	Iteration 34Q: 3 clusters Score -1.208295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 92572 members 
Entering Unmasked Estep 
Score: -12082956.000000 Penalty: 5676.162109
	Iteration 35Q: 3 clusters Score -1.208296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 92577 members 
Entering Unmasked Estep 
Score: -12082961.000000 Penalty: 5676.162109
	Iteration 36Q: 3 clusters Score -1.208296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 92581 members 
Entering Unmasked Estep 
Score: -12082966.000000 Penalty: 5676.162109
	Iteration 37Q: 3 clusters Score -1.208297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 92582 members 
Entering Unmasked Estep 
Score: -12082970.000000 Penalty: 5676.162109
	Iteration 38Q: 3 clusters Score -1.208297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 92586 members 
Entering Unmasked Estep 
Score: -12082970.000000 Penalty: 5676.162109
	Iteration 39Q: 3 clusters Score -1.208297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 92590 members 
Entering Unmasked Estep 
Score: -12082973.000000 Penalty: 5676.162109
	Iteration 40F: 3 clusters Score -1.208297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 92593 members 
Entering Unmasked Estep 
Score: -12082972.000000 Penalty: 5676.162109
	Iteration 41Q: 3 clusters Score -1.208297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 92598 members 
Entering Unmasked Estep 
Score: -12082983.000000 Penalty: 5676.162109
	Iteration 42Q: 3 clusters Score -1.208298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 92601 members 
Entering Unmasked Estep 
Score: -12082973.000000 Penalty: 5676.162109
	Iteration 43Q: 3 clusters Score -1.208297e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 92601 members 
Entering Unmasked Estep 
Score: -12082973.000000 Penalty: 5676.162109
	Iteration 44F: 3 clusters Score -1.208297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Entering Unmasked Estep 
Score: -6615022.000000 Penalty: 2682.564697
	Iteration 0F: 2 clusters Score -6615022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -6581376.500000 Penalty: 5365.129395
	Iteration 0F: 3 clusters Score -6581376 nChanged 23076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -6594050.500000 Penalty: 5365.129395
	Iteration 1F: 3 clusters Score -6594050 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -6594649.500000 Penalty: 5365.129395
	Iteration 2Q: 3 clusters Score -6594650 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -6595410.000000 Penalty: 5365.129395
	Iteration 3Q: 3 clusters Score -6595410 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -6596327.500000 Penalty: 5365.129395
	Iteration 4Q: 3 clusters Score -6596328 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -6597558.500000 Penalty: 5365.129395
	Iteration 5Q: 3 clusters Score -6597558 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -6598830.500000 Penalty: 5365.129395
	Iteration 6F: 3 clusters Score -6598830 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -6600236.000000 Penalty: 5365.129395
	Iteration 7F: 3 clusters Score -6600236 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -6601507.000000 Penalty: 5365.129395
	Iteration 8F: 3 clusters Score -6601507 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -6602706.000000 Penalty: 5365.129395
	Iteration 9F: 3 clusters Score -6602706 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -6603792.500000 Penalty: 5365.129395
	Iteration 10Q: 3 clusters Score -6603792 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -6605016.000000 Penalty: 5365.129395
	Iteration 11Q: 3 clusters Score -6605016 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -6606298.000000 Penalty: 5365.129395
	Iteration 12Q: 3 clusters Score -6606298 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -6607443.500000 Penalty: 5365.129395
	Iteration 13Q: 3 clusters Score -6607444 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -6608325.500000 Penalty: 5365.129395
	Iteration 14Q: 3 clusters Score -6608326 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -6608966.500000 Penalty: 5365.129395
	Iteration 15Q: 3 clusters Score -6608966 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -6609418.000000 Penalty: 5365.129395
	Iteration 16Q: 3 clusters Score -6609418 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -6609682.500000 Penalty: 5365.129395
	Iteration 17Q: 3 clusters Score -6609682 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -6609827.000000 Penalty: 5365.129395
	Iteration 18Q: 3 clusters Score -6609827 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -6609978.500000 Penalty: 5365.129395
	Iteration 19Q: 3 clusters Score -6609978 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -6610058.000000 Penalty: 5365.129395
	Iteration 20F: 3 clusters Score -6610058 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -6610151.500000 Penalty: 5365.129395
	Iteration 21Q: 3 clusters Score -6610152 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -6610282.500000 Penalty: 5365.129395
	Iteration 22Q: 3 clusters Score -6610282 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -6610388.500000 Penalty: 5365.129395
	Iteration 23Q: 3 clusters Score -6610388 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -6610494.500000 Penalty: 5365.129395
	Iteration 24Q: 3 clusters Score -6610494 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -6610592.500000 Penalty: 5365.129395
	Iteration 25Q: 3 clusters Score -6610592 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -6610667.500000 Penalty: 5365.129395
	Iteration 26Q: 3 clusters Score -6610668 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -6610734.000000 Penalty: 5365.129395
	Iteration 27Q: 3 clusters Score -6610734 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -6610839.000000 Penalty: 5365.129395
	Iteration 28Q: 3 clusters Score -6610839 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -6610910.500000 Penalty: 5365.129395
	Iteration 29Q: 3 clusters Score -6610910 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -6610980.000000 Penalty: 5365.129395
	Iteration 30Q: 3 clusters Score -6610980 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -6611060.000000 Penalty: 5365.129395
	Iteration 31Q: 3 clusters Score -6611060 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -6611165.500000 Penalty: 5365.129395
	Iteration 32Q: 3 clusters Score -6611166 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -6611254.500000 Penalty: 5365.129395
	Iteration 33Q: 3 clusters Score -6611254 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -6611338.500000 Penalty: 5365.129395
	Iteration 34Q: 3 clusters Score -6611338 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -6611440.000000 Penalty: 5365.129395
	Iteration 35Q: 3 clusters Score -6611440 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -6611556.000000 Penalty: 5365.129395
	Iteration 36Q: 3 clusters Score -6611556 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -6611700.000000 Penalty: 5365.129395
	Iteration 37Q: 3 clusters Score -6611700 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -6611809.500000 Penalty: 5365.129395
	Iteration 38Q: 3 clusters Score -6611810 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -6611928.000000 Penalty: 5365.129395
	Iteration 39Q: 3 clusters Score -6611928 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -6612081.500000 Penalty: 5365.129395
	Iteration 40F: 3 clusters Score -6612082 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -6612245.000000 Penalty: 5365.129395
	Iteration 41Q: 3 clusters Score -6612245 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -6612406.500000 Penalty: 5365.129395
	Iteration 42Q: 3 clusters Score -6612406 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -6612581.500000 Penalty: 5365.129395
	Iteration 43Q: 3 clusters Score -6612582 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -6612749.000000 Penalty: 5365.129395
	Iteration 44Q: 3 clusters Score -6612749 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -6612874.000000 Penalty: 5365.129395
	Iteration 45Q: 3 clusters Score -6612874 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -6613002.500000 Penalty: 5365.129395
	Iteration 46Q: 3 clusters Score -6613002 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -6613124.500000 Penalty: 5365.129395
	Iteration 47Q: 3 clusters Score -6613124 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -6613221.000000 Penalty: 5365.129395
	Iteration 48Q: 3 clusters Score -6613221 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -6613311.000000 Penalty: 5365.129395
	Iteration 49Q: 3 clusters Score -6613311 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -6613351.500000 Penalty: 5365.129395
	Iteration 50Q: 3 clusters Score -6613352 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -6613400.500000 Penalty: 5365.129395
	Iteration 51Q: 3 clusters Score -6613400 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -6613460.500000 Penalty: 5365.129395
	Iteration 52Q: 3 clusters Score -6613460 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -6613508.500000 Penalty: 5365.129395
	Iteration 53Q: 3 clusters Score -6613508 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47749 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6613553.000000 Penalty: 5365.129395
	Iteration 54Q: 3 clusters Score -6613553 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -6613576.000000 Penalty: 5365.129395
	Iteration 55Q: 3 clusters Score -6613576 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -6613589.500000 Penalty: 5365.129395
	Iteration 56Q: 3 clusters Score -6613590 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6613624.500000 Penalty: 5365.129395
	Iteration 57Q: 3 clusters Score -6613624 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6613654.500000 Penalty: 5365.129395
	Iteration 58Q: 3 clusters Score -6613654 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -6613672.500000 Penalty: 5365.129395
	Iteration 59Q: 3 clusters Score -6613672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -6613699.000000 Penalty: 5365.129395
	Iteration 60F: 3 clusters Score -6613699 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6613705.000000 Penalty: 5365.129395
	Iteration 61Q: 3 clusters Score -6613705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -6613707.000000 Penalty: 5365.129395
	Iteration 62Q: 3 clusters Score -6613707 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -6613722.500000 Penalty: 5365.129395
	Iteration 63Q: 3 clusters Score -6613722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6613731.500000 Penalty: 5365.129395
	Iteration 64Q: 3 clusters Score -6613732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6613723.500000 Penalty: 5365.129395
	Iteration 65Q: 3 clusters Score -6613724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6613734.500000 Penalty: 5365.129395
	Iteration 66Q: 3 clusters Score -6613734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -6613739.000000 Penalty: 5365.129395
	Iteration 67Q: 3 clusters Score -6613739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6613743.500000 Penalty: 5365.129395
	Iteration 68Q: 3 clusters Score -6613744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -6613745.500000 Penalty: 5365.129395
	Iteration 69Q: 3 clusters Score -6613746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -6613757.500000 Penalty: 5365.129395
	Iteration 70Q: 3 clusters Score -6613758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48311 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6613766.500000 Penalty: 5365.129395
	Iteration 71Q: 3 clusters Score -6613766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -6613757.500000 Penalty: 5365.129395
	Iteration 72Q: 3 clusters Score -6613758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48330 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6613761.000000 Penalty: 5365.129395
	Iteration 73Q: 3 clusters Score -6613761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6613763.500000 Penalty: 5365.129395
	Iteration 74Q: 3 clusters Score -6613764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -6613769.500000 Penalty: 5365.129395
	Iteration 75Q: 3 clusters Score -6613770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6613774.000000 Penalty: 5365.129395
	Iteration 76Q: 3 clusters Score -6613774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6613775.500000 Penalty: 5365.129395
	Iteration 77Q: 3 clusters Score -6613776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6613777.500000 Penalty: 5365.129395
	Iteration 78Q: 3 clusters Score -6613778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6613776.500000 Penalty: 5365.129395
	Iteration 79Q: 3 clusters Score -6613776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -6613776.500000 Penalty: 5365.129395
	Iteration 80F: 3 clusters Score -6613776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Entering Unmasked Estep 
Score: -946138.625000 Penalty: 2211.426514
	Iteration 0F: 2 clusters Score -946138.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -940041.187500 Penalty: 4422.853027
	Iteration 0F: 3 clusters Score -940041.2 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -941674.687500 Penalty: 4422.853027
	Iteration 1F: 3 clusters Score -941674.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -942021.125000 Penalty: 4422.853027
	Iteration 2F: 3 clusters Score -942021.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -942408.000000 Penalty: 4422.853027
	Iteration 3F: 3 clusters Score -942408 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -942833.875000 Penalty: 4422.853027
	Iteration 4F: 3 clusters Score -942833.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -943226.375000 Penalty: 4422.853027
	Iteration 5F: 3 clusters Score -943226.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -943585.562500 Penalty: 4422.853027
	Iteration 6F: 3 clusters Score -943585.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -943880.312500 Penalty: 4422.853027
	Iteration 7F: 3 clusters Score -943880.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -944139.500000 Penalty: 4422.853027
	Iteration 8Q: 3 clusters Score -944139.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -944337.687500 Penalty: 4422.853027
	Iteration 9Q: 3 clusters Score -944337.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -944482.187500 Penalty: 4422.853027
	Iteration 10Q: 3 clusters Score -944482.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -944565.625000 Penalty: 4422.853027
	Iteration 11Q: 3 clusters Score -944565.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -944615.625000 Penalty: 4422.853027
	Iteration 12Q: 3 clusters Score -944615.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -944648.312500 Penalty: 4422.853027
	Iteration 13Q: 3 clusters Score -944648.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -944679.500000 Penalty: 4422.853027
	Iteration 14Q: 3 clusters Score -944679.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -944689.562500 Penalty: 4422.853027
	Iteration 15Q: 3 clusters Score -944689.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -944702.437500 Penalty: 4422.853027
	Iteration 16Q: 3 clusters Score -944702.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -944717.125000 Penalty: 4422.853027
	Iteration 17Q: 3 clusters Score -944717.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -944727.937500 Penalty: 4422.853027
	Iteration 18Q: 3 clusters Score -944727.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -944730.437500 Penalty: 4422.853027
	Iteration 19Q: 3 clusters Score -944730.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -944740.000000 Penalty: 4422.853027
	Iteration 20F: 3 clusters Score -944740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -944746.750000 Penalty: 4422.853027
	Iteration 21Q: 3 clusters Score -944746.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -944752.687500 Penalty: 4422.853027
	Iteration 22Q: 3 clusters Score -944752.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -944760.875000 Penalty: 4422.853027
	Iteration 23Q: 3 clusters Score -944760.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -944767.750000 Penalty: 4422.853027
	Iteration 24Q: 3 clusters Score -944767.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -944779.750000 Penalty: 4422.853027
	Iteration 25Q: 3 clusters Score -944779.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -944786.187500 Penalty: 4422.853027
	Iteration 26Q: 3 clusters Score -944786.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -944793.500000 Penalty: 4422.853027
	Iteration 27Q: 3 clusters Score -944793.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -944804.500000 Penalty: 4422.853027
	Iteration 28Q: 3 clusters Score -944804.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -944810.187500 Penalty: 4422.853027
	Iteration 29Q: 3 clusters Score -944810.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -944815.687500 Penalty: 4422.853027
	Iteration 30Q: 3 clusters Score -944815.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -944826.187500 Penalty: 4422.853027
	Iteration 31Q: 3 clusters Score -944826.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -944834.125000 Penalty: 4422.853027
	Iteration 32Q: 3 clusters Score -944834.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -944840.687500 Penalty: 4422.853027
	Iteration 33Q: 3 clusters Score -944840.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -944846.250000 Penalty: 4422.853027
	Iteration 34Q: 3 clusters Score -944846.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -944852.437500 Penalty: 4422.853027
	Iteration 35Q: 3 clusters Score -944852.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -944856.625000 Penalty: 4422.853027
	Iteration 36Q: 3 clusters Score -944856.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -944860.187500 Penalty: 4422.853027
	Iteration 37Q: 3 clusters Score -944860.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -944863.250000 Penalty: 4422.853027
	Iteration 38Q: 3 clusters Score -944863.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -944862.875000 Penalty: 4422.853027
	Iteration 39Q: 3 clusters Score -944862.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -944865.500000 Penalty: 4422.853027
	Iteration 40F: 3 clusters Score -944865.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -944865.875000 Penalty: 4422.853027
	Iteration 41Q: 3 clusters Score -944865.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -944867.062500 Penalty: 4422.853027
	Iteration 42Q: 3 clusters Score -944867.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -944867.062500 Penalty: 4422.853027
	Iteration 43F: 3 clusters Score -944867.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (177347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177347 members 
Entering Unmasked Estep 
Score: -23794918.000000 Penalty: 2997.293945
	Iteration 0F: 2 clusters Score -2.379492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88368 members 
Mstep: Class 2 contains 88979 members 
Entering Unmasked Estep 
Score: -23680434.000000 Penalty: 5994.587891
	Iteration 0F: 3 clusters Score -2.368043e+07 nChanged 85244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82904 members 
Mstep: Class 2 contains 94443 members 
Entering Unmasked Estep 
Score: -23730360.000000 Penalty: 5994.587891
	Iteration 1F: 3 clusters Score -2.373036e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78967 members 
Mstep: Class 2 contains 98380 members 
Entering Unmasked Estep 
Score: -23732370.000000 Penalty: 5994.587891
	Iteration 2Q: 3 clusters Score -2.373237e+07 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72815 members 
Mstep: Class 2 contains 104532 members 
Entering Unmasked Estep 
Score: -23736290.000000 Penalty: 5994.587891
	Iteration 3Q: 3 clusters Score -2.373629e+07 nChanged 11521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 113575 members 
Entering Unmasked Estep 
Score: -23743354.000000 Penalty: 5994.587891
	Iteration 4F: 3 clusters Score -2.374335e+07 nChanged 14659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 125444 members 
Entering Unmasked Estep 
Score: -23754892.000000 Penalty: 5994.587891
	Iteration 5F: 3 clusters Score -2.375489e+07 nChanged 15760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 138428 members 
Entering Unmasked Estep 
Score: -23768728.000000 Penalty: 5994.587891
	Iteration 6F: 3 clusters Score -2.376873e+07 nChanged 12848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 148842 members 
Entering Unmasked Estep 
Score: -23780874.000000 Penalty: 5994.587891
	Iteration 7F: 3 clusters Score -2.378087e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 155314 members 
Entering Unmasked Estep 
Score: -23789382.000000 Penalty: 5994.587891
	Iteration 8Q: 3 clusters Score -2.378938e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 158187 members 
Entering Unmasked Estep 
Score: -23792928.000000 Penalty: 5994.587891
	Iteration 9Q: 3 clusters Score -2.379293e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 159909 members 
Entering Unmasked Estep 
Score: -23794112.000000 Penalty: 5994.587891
	Iteration 10Q: 3 clusters Score -2.379411e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 161282 members 
Entering Unmasked Estep 
Score: -23794378.000000 Penalty: 5994.587891
	Iteration 11Q: 3 clusters Score -2.379438e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 162489 members 
Entering Unmasked Estep 
Score: -23794600.000000 Penalty: 5994.587891
	Iteration 12Q: 3 clusters Score -2.37946e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 163561 members 
Entering Unmasked Estep 
Score: -23794632.000000 Penalty: 5994.587891
	Iteration 13Q: 3 clusters Score -2.379463e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 164528 members 
Entering Unmasked Estep 
Score: -23794706.000000 Penalty: 5994.587891
	Iteration 14Q: 3 clusters Score -2.379471e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 165452 members 
Entering Unmasked Estep 
Score: -23794814.000000 Penalty: 5994.587891
	Iteration 15Q: 3 clusters Score -2.379481e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 166326 members 
Entering Unmasked Estep 
Score: -23794856.000000 Penalty: 5994.587891
	Iteration 16Q: 3 clusters Score -2.379486e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 167158 members 
Entering Unmasked Estep 
Score: -23794744.000000 Penalty: 5994.587891
	Iteration 17Q: 3 clusters Score -2.379474e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 167900 members 
Entering Unmasked Estep 
Score: -23794728.000000 Penalty: 5994.587891
	Iteration 18Q: 3 clusters Score -2.379473e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 168576 members 
Entering Unmasked Estep 
Score: -23794620.000000 Penalty: 5994.587891
	Iteration 19Q: 3 clusters Score -2.379462e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 169197 members 
Entering Unmasked Estep 
Score: -23794604.000000 Penalty: 5994.587891
	Iteration 20F: 3 clusters Score -2.37946e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 169771 members 
Entering Unmasked Estep 
Score: -23794496.000000 Penalty: 5994.587891
	Iteration 21Q: 3 clusters Score -2.37945e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 170298 members 
Entering Unmasked Estep 
Score: -23794374.000000 Penalty: 5994.587891
	Iteration 22Q: 3 clusters Score -2.379437e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 170790 members 
Entering Unmasked Estep 
Score: -23794332.000000 Penalty: 5994.587891
	Iteration 23Q: 3 clusters Score -2.379433e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 171229 members 
Entering Unmasked Estep 
Score: -23794334.000000 Penalty: 5994.587891
	Iteration 24Q: 3 clusters Score -2.379433e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 171626 members 
Entering Unmasked Estep 
Score: -23794312.000000 Penalty: 5994.587891
	Iteration 25Q: 3 clusters Score -2.379431e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 172006 members 
Entering Unmasked Estep 
Score: -23794268.000000 Penalty: 5994.587891
	Iteration 26Q: 3 clusters Score -2.379427e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 172362 members 
Entering Unmasked Estep 
Score: -23794264.000000 Penalty: 5994.587891
	Iteration 27Q: 3 clusters Score -2.379426e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 172661 members 
Entering Unmasked Estep 
Score: -23794264.000000 Penalty: 5994.587891
	Iteration 28Q: 3 clusters Score -2.379426e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 172921 members 
Entering Unmasked Estep 
Score: -23794194.000000 Penalty: 5994.587891
	Iteration 29Q: 3 clusters Score -2.379419e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 173149 members 
Entering Unmasked Estep 
Score: -23794192.000000 Penalty: 5994.587891
	Iteration 30Q: 3 clusters Score -2.379419e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 173362 members 
Entering Unmasked Estep 
Score: -23794116.000000 Penalty: 5994.587891
	Iteration 31Q: 3 clusters Score -2.379412e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 173526 members 
Entering Unmasked Estep 
Score: -23794130.000000 Penalty: 5994.587891
	Iteration 32Q: 3 clusters Score -2.379413e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 173665 members 
Entering Unmasked Estep 
Score: -23794126.000000 Penalty: 5994.587891
	Iteration 33Q: 3 clusters Score -2.379413e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 173798 members 
Entering Unmasked Estep 
Score: -23794150.000000 Penalty: 5994.587891
	Iteration 34Q: 3 clusters Score -2.379415e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 173905 members 
Entering Unmasked Estep 
Score: -23794136.000000 Penalty: 5994.587891
	Iteration 35Q: 3 clusters Score -2.379414e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 173999 members 
Entering Unmasked Estep 
Score: -23794144.000000 Penalty: 5994.587891
	Iteration 36Q: 3 clusters Score -2.379414e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 174085 members 
Entering Unmasked Estep 
Score: -23794102.000000 Penalty: 5994.587891
	Iteration 37Q: 3 clusters Score -2.37941e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 174161 members 
Entering Unmasked Estep 
Score: -23794094.000000 Penalty: 5994.587891
	Iteration 38Q: 3 clusters Score -2.379409e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 174225 members 
Entering Unmasked Estep 
Score: -23794046.000000 Penalty: 5994.587891
	Iteration 39Q: 3 clusters Score -2.379405e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 174292 members 
Entering Unmasked Estep 
Score: -23794058.000000 Penalty: 5994.587891
	Iteration 40F: 3 clusters Score -2.379406e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 174363 members 
Entering Unmasked Estep 
Score: -23794070.000000 Penalty: 5994.587891
	Iteration 41Q: 3 clusters Score -2.379407e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 174426 members 
Entering Unmasked Estep 
Score: -23794086.000000 Penalty: 5994.587891
	Iteration 42Q: 3 clusters Score -2.379409e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 174470 members 
Entering Unmasked Estep 
Score: -23794064.000000 Penalty: 5994.587891
	Iteration 43Q: 3 clusters Score -2.379406e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 174526 members 
Entering Unmasked Estep 
Score: -23794082.000000 Penalty: 5994.587891
	Iteration 44Q: 3 clusters Score -2.379408e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 174573 members 
Entering Unmasked Estep 
Score: -23794020.000000 Penalty: 5994.587891
	Iteration 45Q: 3 clusters Score -2.379402e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 174609 members 
Entering Unmasked Estep 
Score: -23793996.000000 Penalty: 5994.587891
	Iteration 46Q: 3 clusters Score -2.3794e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 174638 members 
Entering Unmasked Estep 
Score: -23793982.000000 Penalty: 5994.587891
	Iteration 47Q: 3 clusters Score -2.379398e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 174672 members 
Entering Unmasked Estep 
Score: -23793994.000000 Penalty: 5994.587891
	Iteration 48Q: 3 clusters Score -2.379399e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 174702 members 
Entering Unmasked Estep 
Score: -23793938.000000 Penalty: 5994.587891
	Iteration 49Q: 3 clusters Score -2.379394e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 174737 members 
Entering Unmasked Estep 
Score: -23793940.000000 Penalty: 5994.587891
	Iteration 50Q: 3 clusters Score -2.379394e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 174759 members 
Entering Unmasked Estep 
Score: -23793964.000000 Penalty: 5994.587891
	Iteration 51Q: 3 clusters Score -2.379396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 174768 members 
Entering Unmasked Estep 
Score: -23793956.000000 Penalty: 5994.587891
	Iteration 52Q: 3 clusters Score -2.379396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 174771 members 
Entering Unmasked Estep 
Score: -23793952.000000 Penalty: 5994.587891
	Iteration 53Q: 3 clusters Score -2.379395e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 174771 members 
Entering Unmasked Estep 
Score: -23793952.000000 Penalty: 5994.587891
	Iteration 54F: 3 clusters Score -2.379395e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (163575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163575 members 
Entering Unmasked Estep 
Score: -22100576.000000 Penalty: 2977.246582
	Iteration 0F: 2 clusters Score -2.210058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81611 members 
Mstep: Class 2 contains 81964 members 
Entering Unmasked Estep 
Score: -21994418.000000 Penalty: 5954.493164
	Iteration 0F: 3 clusters Score -2.199442e+07 nChanged 78234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78481 members 
Mstep: Class 2 contains 85094 members 
Entering Unmasked Estep 
Score: -22039624.000000 Penalty: 5954.493164
	Iteration 1F: 3 clusters Score -2.203962e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76300 members 
Mstep: Class 2 contains 87275 members 
Entering Unmasked Estep 
Score: -22040532.000000 Penalty: 5954.493164
	Iteration 2Q: 3 clusters Score -2.204053e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72967 members 
Mstep: Class 2 contains 90608 members 
Entering Unmasked Estep 
Score: -22041758.000000 Penalty: 5954.493164
	Iteration 3Q: 3 clusters Score -2.204176e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67886 members 
Mstep: Class 2 contains 95689 members 
Entering Unmasked Estep 
Score: -22043706.000000 Penalty: 5954.493164
	Iteration 4Q: 3 clusters Score -2.204371e+07 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 103417 members 
Entering Unmasked Estep 
Score: -22047746.000000 Penalty: 5954.493164
	Iteration 5F: 3 clusters Score -2.204775e+07 nChanged 11493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 114502 members 
Entering Unmasked Estep 
Score: -22055088.000000 Penalty: 5954.493164
	Iteration 6F: 3 clusters Score -2.205509e+07 nChanged 14165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 128399 members 
Entering Unmasked Estep 
Score: -22066668.000000 Penalty: 5954.493164
	Iteration 7F: 3 clusters Score -2.206667e+07 nChanged 14519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 142764 members 
Entering Unmasked Estep 
Score: -22080714.000000 Penalty: 5954.493164
	Iteration 8F: 3 clusters Score -2.208071e+07 nChanged 10981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 153667 members 
Entering Unmasked Estep 
Score: -22091220.000000 Penalty: 5954.493164
	Iteration 9F: 3 clusters Score -2.209122e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 159614 members 
Entering Unmasked Estep 
Score: -22095952.000000 Penalty: 5954.493164
	Iteration 10Q: 3 clusters Score -2.209595e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 162049 members 
Entering Unmasked Estep 
Score: -22097344.000000 Penalty: 5954.493164
	Iteration 11Q: 3 clusters Score -2.209734e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 162860 members 
Entering Unmasked Estep 
Score: -22097722.000000 Penalty: 5954.493164
	Iteration 12Q: 3 clusters Score -2.209772e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 163108 members 
Entering Unmasked Estep 
Score: -22097906.000000 Penalty: 5954.493164
	Iteration 13Q: 3 clusters Score -2.209791e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 163206 members 
Entering Unmasked Estep 
Score: -22098008.000000 Penalty: 5954.493164
	Iteration 14Q: 3 clusters Score -2.209801e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 163242 members 
Entering Unmasked Estep 
Score: -22098030.000000 Penalty: 5954.493164
	Iteration 15Q: 3 clusters Score -2.209803e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 163260 members 
Entering Unmasked Estep 
Score: -22098056.000000 Penalty: 5954.493164
	Iteration 16Q: 3 clusters Score -2.209806e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 163270 members 
Entering Unmasked Estep 
Score: -22098058.000000 Penalty: 5954.493164
	Iteration 17Q: 3 clusters Score -2.209806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 163279 members 
Entering Unmasked Estep 
Score: -22098072.000000 Penalty: 5954.493164
	Iteration 18Q: 3 clusters Score -2.209807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 163281 members 
Entering Unmasked Estep 
Score: -22098088.000000 Penalty: 5954.493164
	Iteration 19Q: 3 clusters Score -2.209809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 163285 members 
Entering Unmasked Estep 
Score: -22098104.000000 Penalty: 5954.493164
	Iteration 20F: 3 clusters Score -2.20981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 163287 members 
Entering Unmasked Estep 
Score: -22098096.000000 Penalty: 5954.493164
	Iteration 21Q: 3 clusters Score -2.20981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 163288 members 
Entering Unmasked Estep 
Score: -22098106.000000 Penalty: 5954.493164
	Iteration 22Q: 3 clusters Score -2.209811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 163288 members 
Entering Unmasked Estep 
Score: -22098104.000000 Penalty: 5954.493164
	Iteration 23Q: 3 clusters Score -2.20981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 163287 members 
Entering Unmasked Estep 
Score: -22098106.000000 Penalty: 5954.493164
	Iteration 24Q: 3 clusters Score -2.209811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 163287 members 
Entering Unmasked Estep 
Score: -22098106.000000 Penalty: 5954.493164
	Iteration 25F: 3 clusters Score -2.209811e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -30398.228516 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -30398.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29190.507812 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -29190.51 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29473.595703 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -29473.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29665.322266 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -29665.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29817.679688 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -29817.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29944.935547 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -29944.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30132.318359 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -30132.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30411.933594 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -30411.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30425.175781 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -30425.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30433.896484 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -30433.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30433.896484 Penalty: 2845.339844
	Iteration 9F: 3 clusters Score -30433.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93328 members 
Mstep: Class 2 contains 49851 members 
Mstep: Class 3 contains 7458 members 
Mstep: Class 4 contains 177347 members 
Mstep: Class 5 contains 163575 members 
Mstep: Class 6 contains 133 members 
Mstep: Class 7 contains 184658 members 
Mstep: Class 8 contains 49556 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38822 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 56553 members 
Mstep: Class 16 contains 28610 members 
Mstep: Class 17 contains 39614 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79749 members 
Mstep: Class 21 contains 60250 members 
Mstep: Class 22 contains 167746 members 
Mstep: Class 23 contains 176073 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 177 members 
Entering Unmasked Estep 
Score: -180474096.000000 Penalty: 87655.367188
Splitting cluster 6 changes total score from -180475664.000000 to -180474096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (184658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184658 members 
Entering Unmasked Estep 
Score: -24616406.000000 Penalty: 3007.312744
	Iteration 0F: 2 clusters Score -2.461641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92322 members 
Mstep: Class 2 contains 92336 members 
Entering Unmasked Estep 
Score: -24499166.000000 Penalty: 6014.625488
	Iteration 0F: 3 clusters Score -2.449917e+07 nChanged 88769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92613 members 
Mstep: Class 2 contains 92045 members 
Entering Unmasked Estep 
Score: -24551098.000000 Penalty: 6014.625488
	Iteration 1F: 3 clusters Score -2.45511e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92774 members 
Mstep: Class 2 contains 91884 members 
Entering Unmasked Estep 
Score: -24552392.000000 Penalty: 6014.625488
	Iteration 2Q: 3 clusters Score -2.455239e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93009 members 
Mstep: Class 2 contains 91649 members 
Entering Unmasked Estep 
Score: -24554088.000000 Penalty: 6014.625488
	Iteration 3Q: 3 clusters Score -2.455409e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93421 members 
Mstep: Class 2 contains 91237 members 
Entering Unmasked Estep 
Score: -24556302.000000 Penalty: 6014.625488
	Iteration 4Q: 3 clusters Score -2.45563e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93581 members 
Mstep: Class 2 contains 91077 members 
Entering Unmasked Estep 
Score: -24559116.000000 Penalty: 6014.625488
	Iteration 5Q: 3 clusters Score -2.455912e+07 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93256 members 
Mstep: Class 2 contains 91402 members 
Entering Unmasked Estep 
Score: -24563206.000000 Penalty: 6014.625488
	Iteration 6Q: 3 clusters Score -2.456321e+07 nChanged 9787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91851 members 
Mstep: Class 2 contains 92807 members 
Entering Unmasked Estep 
Score: -24568996.000000 Penalty: 6014.625488
	Iteration 7F: 3 clusters Score -2.4569e+07 nChanged 11913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88584 members 
Mstep: Class 2 contains 96074 members 
Entering Unmasked Estep 
Score: -24577850.000000 Penalty: 6014.625488
	Iteration 8F: 3 clusters Score -2.457785e+07 nChanged 13718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83508 members 
Mstep: Class 2 contains 101150 members 
Entering Unmasked Estep 
Score: -24590130.000000 Penalty: 6014.625488
	Iteration 9F: 3 clusters Score -2.459013e+07 nChanged 13607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78199 members 
Mstep: Class 2 contains 106459 members 
Entering Unmasked Estep 
Score: -24601708.000000 Penalty: 6014.625488
	Iteration 10F: 3 clusters Score -2.460171e+07 nChanged 9317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74450 members 
Mstep: Class 2 contains 110208 members 
Entering Unmasked Estep 
Score: -24606974.000000 Penalty: 6014.625488
	Iteration 11F: 3 clusters Score -2.460697e+07 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71536 members 
Mstep: Class 2 contains 113122 members 
Entering Unmasked Estep 
Score: -24609660.000000 Penalty: 6014.625488
	Iteration 12Q: 3 clusters Score -2.460966e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68903 members 
Mstep: Class 2 contains 115755 members 
Entering Unmasked Estep 
Score: -24611218.000000 Penalty: 6014.625488
	Iteration 13Q: 3 clusters Score -2.461122e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66460 members 
Mstep: Class 2 contains 118198 members 
Entering Unmasked Estep 
Score: -24612398.000000 Penalty: 6014.625488
	Iteration 14Q: 3 clusters Score -2.46124e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64185 members 
Mstep: Class 2 contains 120473 members 
Entering Unmasked Estep 
Score: -24613218.000000 Penalty: 6014.625488
	Iteration 15Q: 3 clusters Score -2.461322e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62024 members 
Mstep: Class 2 contains 122634 members 
Entering Unmasked Estep 
Score: -24613936.000000 Penalty: 6014.625488
	Iteration 16Q: 3 clusters Score -2.461394e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60089 members 
Mstep: Class 2 contains 124569 members 
Entering Unmasked Estep 
Score: -24614350.000000 Penalty: 6014.625488
	Iteration 17Q: 3 clusters Score -2.461435e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58201 members 
Mstep: Class 2 contains 126457 members 
Entering Unmasked Estep 
Score: -24614786.000000 Penalty: 6014.625488
	Iteration 18Q: 3 clusters Score -2.461479e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 128298 members 
Entering Unmasked Estep 
Score: -24615204.000000 Penalty: 6014.625488
	Iteration 19Q: 3 clusters Score -2.46152e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 130053 members 
Entering Unmasked Estep 
Score: -24615620.000000 Penalty: 6014.625488
	Iteration 20F: 3 clusters Score -2.461562e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52962 members 
Mstep: Class 2 contains 131696 members 
Entering Unmasked Estep 
Score: -24615864.000000 Penalty: 6014.625488
	Iteration 21Q: 3 clusters Score -2.461586e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51422 members 
Mstep: Class 2 contains 133236 members 
Entering Unmasked Estep 
Score: -24616184.000000 Penalty: 6014.625488
	Iteration 22Q: 3 clusters Score -2.461618e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 134730 members 
Entering Unmasked Estep 
Score: -24616532.000000 Penalty: 6014.625488
	Iteration 23Q: 3 clusters Score -2.461653e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 136172 members 
Entering Unmasked Estep 
Score: -24616778.000000 Penalty: 6014.625488
	Iteration 24Q: 3 clusters Score -2.461678e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 137621 members 
Entering Unmasked Estep 
Score: -24617020.000000 Penalty: 6014.625488
	Iteration 25Q: 3 clusters Score -2.461702e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 139045 members 
Entering Unmasked Estep 
Score: -24617252.000000 Penalty: 6014.625488
	Iteration 26Q: 3 clusters Score -2.461725e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 140420 members 
Entering Unmasked Estep 
Score: -24617456.000000 Penalty: 6014.625488
	Iteration 27Q: 3 clusters Score -2.461746e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 141760 members 
Entering Unmasked Estep 
Score: -24617588.000000 Penalty: 6014.625488
	Iteration 28Q: 3 clusters Score -2.461759e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 143014 members 
Entering Unmasked Estep 
Score: -24617824.000000 Penalty: 6014.625488
	Iteration 29Q: 3 clusters Score -2.461782e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 144266 members 
Entering Unmasked Estep 
Score: -24617988.000000 Penalty: 6014.625488
	Iteration 30Q: 3 clusters Score -2.461799e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 145481 members 
Entering Unmasked Estep 
Score: -24618238.000000 Penalty: 6014.625488
	Iteration 31Q: 3 clusters Score -2.461824e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 146646 members 
Entering Unmasked Estep 
Score: -24618432.000000 Penalty: 6014.625488
	Iteration 32Q: 3 clusters Score -2.461843e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 147720 members 
Entering Unmasked Estep 
Score: -24618424.000000 Penalty: 6014.625488
	Iteration 33Q: 3 clusters Score -2.461842e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 148793 members 
Entering Unmasked Estep 
Score: -24618494.000000 Penalty: 6014.625488
	Iteration 34Q: 3 clusters Score -2.461849e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 149771 members 
Entering Unmasked Estep 
Score: -24618656.000000 Penalty: 6014.625488
	Iteration 35Q: 3 clusters Score -2.461866e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 150690 members 
Entering Unmasked Estep 
Score: -24618796.000000 Penalty: 6014.625488
	Iteration 36Q: 3 clusters Score -2.46188e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 151569 members 
Entering Unmasked Estep 
Score: -24618772.000000 Penalty: 6014.625488
	Iteration 37Q: 3 clusters Score -2.461877e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 152411 members 
Entering Unmasked Estep 
Score: -24618788.000000 Penalty: 6014.625488
	Iteration 38Q: 3 clusters Score -2.461879e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 153238 members 
Entering Unmasked Estep 
Score: -24618830.000000 Penalty: 6014.625488
	Iteration 39Q: 3 clusters Score -2.461883e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 154084 members 
Entering Unmasked Estep 
Score: -24618880.000000 Penalty: 6014.625488
	Iteration 40F: 3 clusters Score -2.461888e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 154855 members 
Entering Unmasked Estep 
Score: -24618844.000000 Penalty: 6014.625488
	Iteration 41Q: 3 clusters Score -2.461884e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 155634 members 
Entering Unmasked Estep 
Score: -24618918.000000 Penalty: 6014.625488
	Iteration 42Q: 3 clusters Score -2.461892e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 156397 members 
Entering Unmasked Estep 
Score: -24618954.000000 Penalty: 6014.625488
	Iteration 43Q: 3 clusters Score -2.461895e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 157101 members 
Entering Unmasked Estep 
Score: -24618980.000000 Penalty: 6014.625488
	Iteration 44Q: 3 clusters Score -2.461898e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 157772 members 
Entering Unmasked Estep 
Score: -24619030.000000 Penalty: 6014.625488
	Iteration 45Q: 3 clusters Score -2.461903e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 158433 members 
Entering Unmasked Estep 
Score: -24618926.000000 Penalty: 6014.625488
	Iteration 46Q: 3 clusters Score -2.461893e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 159062 members 
Entering Unmasked Estep 
Score: -24618900.000000 Penalty: 6014.625488
	Iteration 47Q: 3 clusters Score -2.46189e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 159661 members 
Entering Unmasked Estep 
Score: -24618882.000000 Penalty: 6014.625488
	Iteration 48Q: 3 clusters Score -2.461888e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 160220 members 
Entering Unmasked Estep 
Score: -24618982.000000 Penalty: 6014.625488
	Iteration 49Q: 3 clusters Score -2.461898e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 160747 members 
Entering Unmasked Estep 
Score: -24618948.000000 Penalty: 6014.625488
	Iteration 50Q: 3 clusters Score -2.461895e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 161260 members 
Entering Unmasked Estep 
Score: -24618884.000000 Penalty: 6014.625488
	Iteration 51Q: 3 clusters Score -2.461888e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 161757 members 
Entering Unmasked Estep 
Score: -24618774.000000 Penalty: 6014.625488
	Iteration 52Q: 3 clusters Score -2.461877e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 162231 members 
Entering Unmasked Estep 
Score: -24618854.000000 Penalty: 6014.625488
	Iteration 53Q: 3 clusters Score -2.461885e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 162636 members 
Entering Unmasked Estep 
Score: -24618800.000000 Penalty: 6014.625488
	Iteration 54Q: 3 clusters Score -2.46188e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 163055 members 
Entering Unmasked Estep 
Score: -24618748.000000 Penalty: 6014.625488
	Iteration 55Q: 3 clusters Score -2.461875e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 163417 members 
Entering Unmasked Estep 
Score: -24618648.000000 Penalty: 6014.625488
	Iteration 56Q: 3 clusters Score -2.461865e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 163754 members 
Entering Unmasked Estep 
Score: -24618542.000000 Penalty: 6014.625488
	Iteration 57Q: 3 clusters Score -2.461854e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 164049 members 
Entering Unmasked Estep 
Score: -24618598.000000 Penalty: 6014.625488
	Iteration 58Q: 3 clusters Score -2.46186e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 164348 members 
Entering Unmasked Estep 
Score: -24618560.000000 Penalty: 6014.625488
	Iteration 59Q: 3 clusters Score -2.461856e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 164634 members 
Entering Unmasked Estep 
Score: -24618552.000000 Penalty: 6014.625488
	Iteration 60F: 3 clusters Score -2.461855e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 164933 members 
Entering Unmasked Estep 
Score: -24618566.000000 Penalty: 6014.625488
	Iteration 61Q: 3 clusters Score -2.461857e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 165200 members 
Entering Unmasked Estep 
Score: -24618546.000000 Penalty: 6014.625488
	Iteration 62Q: 3 clusters Score -2.461855e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 165447 members 
Entering Unmasked Estep 
Score: -24618568.000000 Penalty: 6014.625488
	Iteration 63Q: 3 clusters Score -2.461857e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 165698 members 
Entering Unmasked Estep 
Score: -24618498.000000 Penalty: 6014.625488
	Iteration 64Q: 3 clusters Score -2.46185e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 165949 members 
Entering Unmasked Estep 
Score: -24618462.000000 Penalty: 6014.625488
	Iteration 65Q: 3 clusters Score -2.461846e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 166198 members 
Entering Unmasked Estep 
Score: -24618502.000000 Penalty: 6014.625488
	Iteration 66Q: 3 clusters Score -2.46185e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 166425 members 
Entering Unmasked Estep 
Score: -24618496.000000 Penalty: 6014.625488
	Iteration 67Q: 3 clusters Score -2.46185e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 166665 members 
Entering Unmasked Estep 
Score: -24618440.000000 Penalty: 6014.625488
	Iteration 68Q: 3 clusters Score -2.461844e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 166906 members 
Entering Unmasked Estep 
Score: -24618386.000000 Penalty: 6014.625488
	Iteration 69Q: 3 clusters Score -2.461839e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 167140 members 
Entering Unmasked Estep 
Score: -24618362.000000 Penalty: 6014.625488
	Iteration 70Q: 3 clusters Score -2.461836e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 167376 members 
Entering Unmasked Estep 
Score: -24618320.000000 Penalty: 6014.625488
	Iteration 71Q: 3 clusters Score -2.461832e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 167604 members 
Entering Unmasked Estep 
Score: -24618274.000000 Penalty: 6014.625488
	Iteration 72Q: 3 clusters Score -2.461827e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 167821 members 
Entering Unmasked Estep 
Score: -24618234.000000 Penalty: 6014.625488
	Iteration 73Q: 3 clusters Score -2.461823e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 168033 members 
Entering Unmasked Estep 
Score: -24618232.000000 Penalty: 6014.625488
	Iteration 74Q: 3 clusters Score -2.461823e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 168245 members 
Entering Unmasked Estep 
Score: -24618146.000000 Penalty: 6014.625488
	Iteration 75Q: 3 clusters Score -2.461815e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 168453 members 
Entering Unmasked Estep 
Score: -24618142.000000 Penalty: 6014.625488
	Iteration 76Q: 3 clusters Score -2.461814e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 168672 members 
Entering Unmasked Estep 
Score: -24618194.000000 Penalty: 6014.625488
	Iteration 77Q: 3 clusters Score -2.461819e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 168902 members 
Entering Unmasked Estep 
Score: -24618192.000000 Penalty: 6014.625488
	Iteration 78Q: 3 clusters Score -2.461819e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 169119 members 
Entering Unmasked Estep 
Score: -24618182.000000 Penalty: 6014.625488
	Iteration 79Q: 3 clusters Score -2.461818e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 169323 members 
Entering Unmasked Estep 
Score: -24618166.000000 Penalty: 6014.625488
	Iteration 80F: 3 clusters Score -2.461817e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 169545 members 
Entering Unmasked Estep 
Score: -24618094.000000 Penalty: 6014.625488
	Iteration 81Q: 3 clusters Score -2.461809e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 169780 members 
Entering Unmasked Estep 
Score: -24618102.000000 Penalty: 6014.625488
	Iteration 82Q: 3 clusters Score -2.46181e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 169992 members 
Entering Unmasked Estep 
Score: -24618106.000000 Penalty: 6014.625488
	Iteration 83Q: 3 clusters Score -2.461811e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 170220 members 
Entering Unmasked Estep 
Score: -24618030.000000 Penalty: 6014.625488
	Iteration 84Q: 3 clusters Score -2.461803e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 170415 members 
Entering Unmasked Estep 
Score: -24617954.000000 Penalty: 6014.625488
	Iteration 85Q: 3 clusters Score -2.461795e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 170599 members 
Entering Unmasked Estep 
Score: -24617888.000000 Penalty: 6014.625488
	Iteration 86Q: 3 clusters Score -2.461789e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 170787 members 
Entering Unmasked Estep 
Score: -24617884.000000 Penalty: 6014.625488
	Iteration 87Q: 3 clusters Score -2.461788e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 170978 members 
Entering Unmasked Estep 
Score: -24617840.000000 Penalty: 6014.625488
	Iteration 88Q: 3 clusters Score -2.461784e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 171149 members 
Entering Unmasked Estep 
Score: -24617826.000000 Penalty: 6014.625488
	Iteration 89Q: 3 clusters Score -2.461783e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 171318 members 
Entering Unmasked Estep 
Score: -24617832.000000 Penalty: 6014.625488
	Iteration 90Q: 3 clusters Score -2.461783e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 171462 members 
Entering Unmasked Estep 
Score: -24617814.000000 Penalty: 6014.625488
	Iteration 91Q: 3 clusters Score -2.461781e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 171593 members 
Entering Unmasked Estep 
Score: -24617794.000000 Penalty: 6014.625488
	Iteration 92Q: 3 clusters Score -2.461779e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 171726 members 
Entering Unmasked Estep 
Score: -24617752.000000 Penalty: 6014.625488
	Iteration 93Q: 3 clusters Score -2.461775e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 171849 members 
Entering Unmasked Estep 
Score: -24617728.000000 Penalty: 6014.625488
	Iteration 94Q: 3 clusters Score -2.461773e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 171978 members 
Entering Unmasked Estep 
Score: -24617706.000000 Penalty: 6014.625488
	Iteration 95Q: 3 clusters Score -2.461771e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 172115 members 
Entering Unmasked Estep 
Score: -24617670.000000 Penalty: 6014.625488
	Iteration 96Q: 3 clusters Score -2.461767e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 172259 members 
Entering Unmasked Estep 
Score: -24617658.000000 Penalty: 6014.625488
	Iteration 97Q: 3 clusters Score -2.461766e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 172402 members 
Entering Unmasked Estep 
Score: -24617638.000000 Penalty: 6014.625488
	Iteration 98Q: 3 clusters Score -2.461764e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 172537 members 
Entering Unmasked Estep 
Score: -24617610.000000 Penalty: 6014.625488
	Iteration 99Q: 3 clusters Score -2.461761e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 172668 members 
Entering Unmasked Estep 
Score: -24617590.000000 Penalty: 6014.625488
	Iteration 100F: 3 clusters Score -2.461759e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 172809 members 
Entering Unmasked Estep 
Score: -24617582.000000 Penalty: 6014.625488
	Iteration 101Q: 3 clusters Score -2.461758e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 172941 members 
Entering Unmasked Estep 
Score: -24617550.000000 Penalty: 6014.625488
	Iteration 102Q: 3 clusters Score -2.461755e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 173057 members 
Entering Unmasked Estep 
Score: -24617536.000000 Penalty: 6014.625488
	Iteration 103Q: 3 clusters Score -2.461754e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 173186 members 
Entering Unmasked Estep 
Score: -24617590.000000 Penalty: 6014.625488
	Iteration 104Q: 3 clusters Score -2.461759e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 173319 members 
Entering Unmasked Estep 
Score: -24617520.000000 Penalty: 6014.625488
	Iteration 105Q: 3 clusters Score -2.461752e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 173456 members 
Entering Unmasked Estep 
Score: -24617494.000000 Penalty: 6014.625488
	Iteration 106Q: 3 clusters Score -2.461749e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 173605 members 
Entering Unmasked Estep 
Score: -24617458.000000 Penalty: 6014.625488
	Iteration 107Q: 3 clusters Score -2.461746e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 173736 members 
Entering Unmasked Estep 
Score: -24617448.000000 Penalty: 6014.625488
	Iteration 108Q: 3 clusters Score -2.461745e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 173880 members 
Entering Unmasked Estep 
Score: -24617386.000000 Penalty: 6014.625488
	Iteration 109Q: 3 clusters Score -2.461739e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 174032 members 
Entering Unmasked Estep 
Score: -24617414.000000 Penalty: 6014.625488
	Iteration 110Q: 3 clusters Score -2.461741e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 174170 members 
Entering Unmasked Estep 
Score: -24617350.000000 Penalty: 6014.625488
	Iteration 111Q: 3 clusters Score -2.461735e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 174307 members 
Entering Unmasked Estep 
Score: -24617288.000000 Penalty: 6014.625488
	Iteration 112Q: 3 clusters Score -2.461729e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 174422 members 
Entering Unmasked Estep 
Score: -24617258.000000 Penalty: 6014.625488
	Iteration 113Q: 3 clusters Score -2.461726e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 174528 members 
Entering Unmasked Estep 
Score: -24617234.000000 Penalty: 6014.625488
	Iteration 114Q: 3 clusters Score -2.461723e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 174620 members 
Entering Unmasked Estep 
Score: -24617192.000000 Penalty: 6014.625488
	Iteration 115Q: 3 clusters Score -2.461719e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 174703 members 
Entering Unmasked Estep 
Score: -24617222.000000 Penalty: 6014.625488
	Iteration 116Q: 3 clusters Score -2.461722e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 174784 members 
Entering Unmasked Estep 
Score: -24617182.000000 Penalty: 6014.625488
	Iteration 117Q: 3 clusters Score -2.461718e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 174862 members 
Entering Unmasked Estep 
Score: -24617200.000000 Penalty: 6014.625488
	Iteration 118Q: 3 clusters Score -2.46172e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 174930 members 
Entering Unmasked Estep 
Score: -24617172.000000 Penalty: 6014.625488
	Iteration 119Q: 3 clusters Score -2.461717e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 175008 members 
Entering Unmasked Estep 
Score: -24617178.000000 Penalty: 6014.625488
	Iteration 120F: 3 clusters Score -2.461718e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 175101 members 
Entering Unmasked Estep 
Score: -24617138.000000 Penalty: 6014.625488
	Iteration 121Q: 3 clusters Score -2.461714e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 175185 members 
Entering Unmasked Estep 
Score: -24617158.000000 Penalty: 6014.625488
	Iteration 122Q: 3 clusters Score -2.461716e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 175268 members 
Entering Unmasked Estep 
Score: -24617100.000000 Penalty: 6014.625488
	Iteration 123Q: 3 clusters Score -2.46171e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 175348 members 
Entering Unmasked Estep 
Score: -24617062.000000 Penalty: 6014.625488
	Iteration 124Q: 3 clusters Score -2.461706e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 175426 members 
Entering Unmasked Estep 
Score: -24617046.000000 Penalty: 6014.625488
	Iteration 125Q: 3 clusters Score -2.461705e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 175504 members 
Entering Unmasked Estep 
Score: -24617014.000000 Penalty: 6014.625488
	Iteration 126Q: 3 clusters Score -2.461701e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 175554 members 
Entering Unmasked Estep 
Score: -24617004.000000 Penalty: 6014.625488
	Iteration 127Q: 3 clusters Score -2.4617e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 175593 members 
Entering Unmasked Estep 
Score: -24617018.000000 Penalty: 6014.625488
	Iteration 128Q: 3 clusters Score -2.461702e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 175632 members 
Entering Unmasked Estep 
Score: -24617006.000000 Penalty: 6014.625488
	Iteration 129Q: 3 clusters Score -2.461701e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 175671 members 
Entering Unmasked Estep 
Score: -24616964.000000 Penalty: 6014.625488
	Iteration 130Q: 3 clusters Score -2.461696e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 175704 members 
Entering Unmasked Estep 
Score: -24616996.000000 Penalty: 6014.625488
	Iteration 131Q: 3 clusters Score -2.4617e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 175750 members 
Entering Unmasked Estep 
Score: -24617014.000000 Penalty: 6014.625488
	Iteration 132Q: 3 clusters Score -2.461701e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 175777 members 
Entering Unmasked Estep 
Score: -24616990.000000 Penalty: 6014.625488
	Iteration 133Q: 3 clusters Score -2.461699e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 175807 members 
Entering Unmasked Estep 
Score: -24616968.000000 Penalty: 6014.625488
	Iteration 134Q: 3 clusters Score -2.461697e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 175837 members 
Entering Unmasked Estep 
Score: -24616954.000000 Penalty: 6014.625488
	Iteration 135Q: 3 clusters Score -2.461695e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 175877 members 
Entering Unmasked Estep 
Score: -24616940.000000 Penalty: 6014.625488
	Iteration 136Q: 3 clusters Score -2.461694e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 175925 members 
Entering Unmasked Estep 
Score: -24616938.000000 Penalty: 6014.625488
	Iteration 137Q: 3 clusters Score -2.461694e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 175966 members 
Entering Unmasked Estep 
Score: -24616944.000000 Penalty: 6014.625488
	Iteration 138Q: 3 clusters Score -2.461694e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 176002 members 
Entering Unmasked Estep 
Score: -24616934.000000 Penalty: 6014.625488
	Iteration 139Q: 3 clusters Score -2.461693e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 176045 members 
Entering Unmasked Estep 
Score: -24616914.000000 Penalty: 6014.625488
	Iteration 140F: 3 clusters Score -2.461691e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 176090 members 
Entering Unmasked Estep 
Score: -24616890.000000 Penalty: 6014.625488
	Iteration 141Q: 3 clusters Score -2.461689e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 176149 members 
Entering Unmasked Estep 
Score: -24616902.000000 Penalty: 6014.625488
	Iteration 142Q: 3 clusters Score -2.46169e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 176216 members 
Entering Unmasked Estep 
Score: -24616934.000000 Penalty: 6014.625488
	Iteration 143Q: 3 clusters Score -2.461693e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 176290 members 
Entering Unmasked Estep 
Score: -24616904.000000 Penalty: 6014.625488
	Iteration 144Q: 3 clusters Score -2.46169e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 176353 members 
Entering Unmasked Estep 
Score: -24616890.000000 Penalty: 6014.625488
	Iteration 145Q: 3 clusters Score -2.461689e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 176391 members 
Entering Unmasked Estep 
Score: -24616882.000000 Penalty: 6014.625488
	Iteration 146Q: 3 clusters Score -2.461688e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 176423 members 
Entering Unmasked Estep 
Score: -24616892.000000 Penalty: 6014.625488
	Iteration 147Q: 3 clusters Score -2.461689e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 176455 members 
Entering Unmasked Estep 
Score: -24616870.000000 Penalty: 6014.625488
	Iteration 148Q: 3 clusters Score -2.461687e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 176488 members 
Entering Unmasked Estep 
Score: -24616852.000000 Penalty: 6014.625488
	Iteration 149Q: 3 clusters Score -2.461685e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 176511 members 
Entering Unmasked Estep 
Score: -24616858.000000 Penalty: 6014.625488
	Iteration 150Q: 3 clusters Score -2.461686e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 176534 members 
Entering Unmasked Estep 
Score: -24616824.000000 Penalty: 6014.625488
	Iteration 151Q: 3 clusters Score -2.461682e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 176551 members 
Entering Unmasked Estep 
Score: -24616804.000000 Penalty: 6014.625488
	Iteration 152Q: 3 clusters Score -2.46168e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 176566 members 
Entering Unmasked Estep 
Score: -24616794.000000 Penalty: 6014.625488
	Iteration 153Q: 3 clusters Score -2.461679e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 176583 members 
Entering Unmasked Estep 
Score: -24616804.000000 Penalty: 6014.625488
	Iteration 154Q: 3 clusters Score -2.46168e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 176599 members 
Entering Unmasked Estep 
Score: -24616798.000000 Penalty: 6014.625488
	Iteration 155Q: 3 clusters Score -2.46168e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 176621 members 
Entering Unmasked Estep 
Score: -24616790.000000 Penalty: 6014.625488
	Iteration 156Q: 3 clusters Score -2.461679e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 176638 members 
Entering Unmasked Estep 
Score: -24616790.000000 Penalty: 6014.625488
	Iteration 157Q: 3 clusters Score -2.461679e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 176655 members 
Entering Unmasked Estep 
Score: -24616770.000000 Penalty: 6014.625488
	Iteration 158Q: 3 clusters Score -2.461677e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 176677 members 
Entering Unmasked Estep 
Score: -24616760.000000 Penalty: 6014.625488
	Iteration 159Q: 3 clusters Score -2.461676e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 176706 members 
Entering Unmasked Estep 
Score: -24616750.000000 Penalty: 6014.625488
	Iteration 160F: 3 clusters Score -2.461675e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 176732 members 
Entering Unmasked Estep 
Score: -24616752.000000 Penalty: 6014.625488
	Iteration 161Q: 3 clusters Score -2.461675e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 176756 members 
Entering Unmasked Estep 
Score: -24616740.000000 Penalty: 6014.625488
	Iteration 162Q: 3 clusters Score -2.461674e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 176781 members 
Entering Unmasked Estep 
Score: -24616736.000000 Penalty: 6014.625488
	Iteration 163Q: 3 clusters Score -2.461674e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 176812 members 
Entering Unmasked Estep 
Score: -24616742.000000 Penalty: 6014.625488
	Iteration 164Q: 3 clusters Score -2.461674e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 176849 members 
Entering Unmasked Estep 
Score: -24616744.000000 Penalty: 6014.625488
	Iteration 165Q: 3 clusters Score -2.461674e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 176887 members 
Entering Unmasked Estep 
Score: -24616738.000000 Penalty: 6014.625488
	Iteration 166Q: 3 clusters Score -2.461674e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 176947 members 
Entering Unmasked Estep 
Score: -24616706.000000 Penalty: 6014.625488
	Iteration 167Q: 3 clusters Score -2.461671e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 177001 members 
Entering Unmasked Estep 
Score: -24616740.000000 Penalty: 6014.625488
	Iteration 168Q: 3 clusters Score -2.461674e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 177064 members 
Entering Unmasked Estep 
Score: -24616752.000000 Penalty: 6014.625488
	Iteration 169Q: 3 clusters Score -2.461675e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 177127 members 
Entering Unmasked Estep 
Score: -24616720.000000 Penalty: 6014.625488
	Iteration 170Q: 3 clusters Score -2.461672e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 177184 members 
Entering Unmasked Estep 
Score: -24616694.000000 Penalty: 6014.625488
	Iteration 171Q: 3 clusters Score -2.461669e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 177255 members 
Entering Unmasked Estep 
Score: -24616698.000000 Penalty: 6014.625488
	Iteration 172Q: 3 clusters Score -2.46167e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 177327 members 
Entering Unmasked Estep 
Score: -24616630.000000 Penalty: 6014.625488
	Iteration 173Q: 3 clusters Score -2.461663e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 177383 members 
Entering Unmasked Estep 
Score: -24616610.000000 Penalty: 6014.625488
	Iteration 174Q: 3 clusters Score -2.461661e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 177438 members 
Entering Unmasked Estep 
Score: -24616630.000000 Penalty: 6014.625488
	Iteration 175Q: 3 clusters Score -2.461663e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 177493 members 
Entering Unmasked Estep 
Score: -24616596.000000 Penalty: 6014.625488
	Iteration 176Q: 3 clusters Score -2.46166e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 177528 members 
Entering Unmasked Estep 
Score: -24616570.000000 Penalty: 6014.625488
	Iteration 177Q: 3 clusters Score -2.461657e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 177572 members 
Entering Unmasked Estep 
Score: -24616554.000000 Penalty: 6014.625488
	Iteration 178Q: 3 clusters Score -2.461655e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 177605 members 
Entering Unmasked Estep 
Score: -24616550.000000 Penalty: 6014.625488
	Iteration 179Q: 3 clusters Score -2.461655e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 177634 members 
Entering Unmasked Estep 
Score: -24616574.000000 Penalty: 6014.625488
	Iteration 180F: 3 clusters Score -2.461657e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 177666 members 
Entering Unmasked Estep 
Score: -24616578.000000 Penalty: 6014.625488
	Iteration 181Q: 3 clusters Score -2.461658e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 177703 members 
Entering Unmasked Estep 
Score: -24616578.000000 Penalty: 6014.625488
	Iteration 182Q: 3 clusters Score -2.461658e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 177733 members 
Entering Unmasked Estep 
Score: -24616560.000000 Penalty: 6014.625488
	Iteration 183Q: 3 clusters Score -2.461656e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 177760 members 
Entering Unmasked Estep 
Score: -24616528.000000 Penalty: 6014.625488
	Iteration 184Q: 3 clusters Score -2.461653e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 177788 members 
Entering Unmasked Estep 
Score: -24616542.000000 Penalty: 6014.625488
	Iteration 185Q: 3 clusters Score -2.461654e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 177823 members 
Entering Unmasked Estep 
Score: -24616502.000000 Penalty: 6014.625488
	Iteration 186Q: 3 clusters Score -2.46165e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 177850 members 
Entering Unmasked Estep 
Score: -24616518.000000 Penalty: 6014.625488
	Iteration 187Q: 3 clusters Score -2.461652e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 177878 members 
Entering Unmasked Estep 
Score: -24616498.000000 Penalty: 6014.625488
	Iteration 188Q: 3 clusters Score -2.46165e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 177900 members 
Entering Unmasked Estep 
Score: -24616488.000000 Penalty: 6014.625488
	Iteration 189Q: 3 clusters Score -2.461649e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 177922 members 
Entering Unmasked Estep 
Score: -24616464.000000 Penalty: 6014.625488
	Iteration 190Q: 3 clusters Score -2.461646e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 177942 members 
Entering Unmasked Estep 
Score: -24616454.000000 Penalty: 6014.625488
	Iteration 191Q: 3 clusters Score -2.461645e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 177966 members 
Entering Unmasked Estep 
Score: -24616472.000000 Penalty: 6014.625488
	Iteration 192Q: 3 clusters Score -2.461647e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 177996 members 
Entering Unmasked Estep 
Score: -24616468.000000 Penalty: 6014.625488
	Iteration 193Q: 3 clusters Score -2.461647e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 178016 members 
Entering Unmasked Estep 
Score: -24616494.000000 Penalty: 6014.625488
	Iteration 194Q: 3 clusters Score -2.461649e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 178037 members 
Entering Unmasked Estep 
Score: -24616478.000000 Penalty: 6014.625488
	Iteration 195Q: 3 clusters Score -2.461648e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 178068 members 
Entering Unmasked Estep 
Score: -24616490.000000 Penalty: 6014.625488
	Iteration 196Q: 3 clusters Score -2.461649e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 178104 members 
Entering Unmasked Estep 
Score: -24616470.000000 Penalty: 6014.625488
	Iteration 197Q: 3 clusters Score -2.461647e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 178140 members 
Entering Unmasked Estep 
Score: -24616496.000000 Penalty: 6014.625488
	Iteration 198Q: 3 clusters Score -2.46165e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 178170 members 
Entering Unmasked Estep 
Score: -24616472.000000 Penalty: 6014.625488
	Iteration 199Q: 3 clusters Score -2.461647e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 178200 members 
Entering Unmasked Estep 
Score: -24616454.000000 Penalty: 6014.625488
	Iteration 200F: 3 clusters Score -2.461645e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 178231 members 
Entering Unmasked Estep 
Score: -24616450.000000 Penalty: 6014.625488
	Iteration 201Q: 3 clusters Score -2.461645e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 178260 members 
Entering Unmasked Estep 
Score: -24616434.000000 Penalty: 6014.625488
	Iteration 202Q: 3 clusters Score -2.461643e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 178288 members 
Entering Unmasked Estep 
Score: -24616432.000000 Penalty: 6014.625488
	Iteration 203Q: 3 clusters Score -2.461643e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 178315 members 
Entering Unmasked Estep 
Score: -24616444.000000 Penalty: 6014.625488
	Iteration 204Q: 3 clusters Score -2.461644e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 178340 members 
Entering Unmasked Estep 
Score: -24616386.000000 Penalty: 6014.625488
	Iteration 205Q: 3 clusters Score -2.461639e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 178362 members 
Entering Unmasked Estep 
Score: -24616412.000000 Penalty: 6014.625488
	Iteration 206Q: 3 clusters Score -2.461641e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 178385 members 
Entering Unmasked Estep 
Score: -24616418.000000 Penalty: 6014.625488
	Iteration 207Q: 3 clusters Score -2.461642e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 178411 members 
Entering Unmasked Estep 
Score: -24616400.000000 Penalty: 6014.625488
	Iteration 208Q: 3 clusters Score -2.46164e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 178433 members 
Entering Unmasked Estep 
Score: -24616424.000000 Penalty: 6014.625488
	Iteration 209Q: 3 clusters Score -2.461642e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 178455 members 
Entering Unmasked Estep 
Score: -24616412.000000 Penalty: 6014.625488
	Iteration 210Q: 3 clusters Score -2.461641e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 178479 members 
Entering Unmasked Estep 
Score: -24616396.000000 Penalty: 6014.625488
	Iteration 211Q: 3 clusters Score -2.46164e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 178498 members 
Entering Unmasked Estep 
Score: -24616404.000000 Penalty: 6014.625488
	Iteration 212Q: 3 clusters Score -2.46164e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 178521 members 
Entering Unmasked Estep 
Score: -24616372.000000 Penalty: 6014.625488
	Iteration 213Q: 3 clusters Score -2.461637e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 178539 members 
Entering Unmasked Estep 
Score: -24616392.000000 Penalty: 6014.625488
	Iteration 214Q: 3 clusters Score -2.461639e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 178560 members 
Entering Unmasked Estep 
Score: -24616382.000000 Penalty: 6014.625488
	Iteration 215Q: 3 clusters Score -2.461638e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 178588 members 
Entering Unmasked Estep 
Score: -24616352.000000 Penalty: 6014.625488
	Iteration 216Q: 3 clusters Score -2.461635e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 178625 members 
Entering Unmasked Estep 
Score: -24616336.000000 Penalty: 6014.625488
	Iteration 217Q: 3 clusters Score -2.461634e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 178650 members 
Entering Unmasked Estep 
Score: -24616346.000000 Penalty: 6014.625488
	Iteration 218Q: 3 clusters Score -2.461635e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 178670 members 
Entering Unmasked Estep 
Score: -24616322.000000 Penalty: 6014.625488
	Iteration 219Q: 3 clusters Score -2.461632e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 178690 members 
Entering Unmasked Estep 
Score: -24616308.000000 Penalty: 6014.625488
	Iteration 220F: 3 clusters Score -2.461631e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 178700 members 
Entering Unmasked Estep 
Score: -24616322.000000 Penalty: 6014.625488
	Iteration 221Q: 3 clusters Score -2.461632e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 178719 members 
Entering Unmasked Estep 
Score: -24616298.000000 Penalty: 6014.625488
	Iteration 222Q: 3 clusters Score -2.46163e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 178732 members 
Entering Unmasked Estep 
Score: -24616310.000000 Penalty: 6014.625488
	Iteration 223Q: 3 clusters Score -2.461631e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 178745 members 
Entering Unmasked Estep 
Score: -24616314.000000 Penalty: 6014.625488
	Iteration 224Q: 3 clusters Score -2.461631e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 178758 members 
Entering Unmasked Estep 
Score: -24616300.000000 Penalty: 6014.625488
	Iteration 225Q: 3 clusters Score -2.46163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 178776 members 
Entering Unmasked Estep 
Score: -24616290.000000 Penalty: 6014.625488
	Iteration 226Q: 3 clusters Score -2.461629e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 178796 members 
Entering Unmasked Estep 
Score: -24616300.000000 Penalty: 6014.625488
	Iteration 227Q: 3 clusters Score -2.46163e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 178819 members 
Entering Unmasked Estep 
Score: -24616318.000000 Penalty: 6014.625488
	Iteration 228Q: 3 clusters Score -2.461632e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 178838 members 
Entering Unmasked Estep 
Score: -24616284.000000 Penalty: 6014.625488
	Iteration 229Q: 3 clusters Score -2.461628e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 178856 members 
Entering Unmasked Estep 
Score: -24616264.000000 Penalty: 6014.625488
	Iteration 230Q: 3 clusters Score -2.461626e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 178872 members 
Entering Unmasked Estep 
Score: -24616272.000000 Penalty: 6014.625488
	Iteration 231Q: 3 clusters Score -2.461627e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 178883 members 
Entering Unmasked Estep 
Score: -24616260.000000 Penalty: 6014.625488
	Iteration 232Q: 3 clusters Score -2.461626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 178892 members 
Entering Unmasked Estep 
Score: -24616242.000000 Penalty: 6014.625488
	Iteration 233Q: 3 clusters Score -2.461624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 178902 members 
Entering Unmasked Estep 
Score: -24616268.000000 Penalty: 6014.625488
	Iteration 234Q: 3 clusters Score -2.461627e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 178913 members 
Entering Unmasked Estep 
Score: -24616258.000000 Penalty: 6014.625488
	Iteration 235Q: 3 clusters Score -2.461626e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 178930 members 
Entering Unmasked Estep 
Score: -24616244.000000 Penalty: 6014.625488
	Iteration 236Q: 3 clusters Score -2.461624e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 178941 members 
Entering Unmasked Estep 
Score: -24616248.000000 Penalty: 6014.625488
	Iteration 237Q: 3 clusters Score -2.461625e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 178950 members 
Entering Unmasked Estep 
Score: -24616254.000000 Penalty: 6014.625488
	Iteration 238Q: 3 clusters Score -2.461625e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 178962 members 
Entering Unmasked Estep 
Score: -24616266.000000 Penalty: 6014.625488
	Iteration 239Q: 3 clusters Score -2.461627e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 178976 members 
Entering Unmasked Estep 
Score: -24616258.000000 Penalty: 6014.625488
	Iteration 240F: 3 clusters Score -2.461626e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 178993 members 
Entering Unmasked Estep 
Score: -24616240.000000 Penalty: 6014.625488
	Iteration 241Q: 3 clusters Score -2.461624e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 179015 members 
Entering Unmasked Estep 
Score: -24616228.000000 Penalty: 6014.625488
	Iteration 242Q: 3 clusters Score -2.461623e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 179035 members 
Entering Unmasked Estep 
Score: -24616200.000000 Penalty: 6014.625488
	Iteration 243Q: 3 clusters Score -2.46162e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 179061 members 
Entering Unmasked Estep 
Score: -24616196.000000 Penalty: 6014.625488
	Iteration 244Q: 3 clusters Score -2.46162e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 179087 members 
Entering Unmasked Estep 
Score: -24616178.000000 Penalty: 6014.625488
	Iteration 245Q: 3 clusters Score -2.461618e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 179103 members 
Entering Unmasked Estep 
Score: -24616188.000000 Penalty: 6014.625488
	Iteration 246Q: 3 clusters Score -2.461619e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 179118 members 
Entering Unmasked Estep 
Score: -24616178.000000 Penalty: 6014.625488
	Iteration 247Q: 3 clusters Score -2.461618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 179128 members 
Entering Unmasked Estep 
Score: -24616180.000000 Penalty: 6014.625488
	Iteration 248Q: 3 clusters Score -2.461618e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 179142 members 
Entering Unmasked Estep 
Score: -24616162.000000 Penalty: 6014.625488
	Iteration 249Q: 3 clusters Score -2.461616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 179161 members 
Entering Unmasked Estep 
Score: -24616150.000000 Penalty: 6014.625488
	Iteration 250Q: 3 clusters Score -2.461615e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 179182 members 
Entering Unmasked Estep 
Score: -24616166.000000 Penalty: 6014.625488
	Iteration 251Q: 3 clusters Score -2.461617e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 179194 members 
Entering Unmasked Estep 
Score: -24616144.000000 Penalty: 6014.625488
	Iteration 252Q: 3 clusters Score -2.461614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 179202 members 
Entering Unmasked Estep 
Score: -24616160.000000 Penalty: 6014.625488
	Iteration 253Q: 3 clusters Score -2.461616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 179210 members 
Entering Unmasked Estep 
Score: -24616150.000000 Penalty: 6014.625488
	Iteration 254Q: 3 clusters Score -2.461615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 179218 members 
Entering Unmasked Estep 
Score: -24616124.000000 Penalty: 6014.625488
	Iteration 255Q: 3 clusters Score -2.461612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 179224 members 
Entering Unmasked Estep 
Score: -24616134.000000 Penalty: 6014.625488
	Iteration 256Q: 3 clusters Score -2.461613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 179227 members 
Entering Unmasked Estep 
Score: -24616130.000000 Penalty: 6014.625488
	Iteration 257Q: 3 clusters Score -2.461613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 179232 members 
Entering Unmasked Estep 
Score: -24616134.000000 Penalty: 6014.625488
	Iteration 258Q: 3 clusters Score -2.461613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 179236 members 
Entering Unmasked Estep 
Score: -24616142.000000 Penalty: 6014.625488
	Iteration 259Q: 3 clusters Score -2.461614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 179245 members 
Entering Unmasked Estep 
Score: -24616144.000000 Penalty: 6014.625488
	Iteration 260F: 3 clusters Score -2.461614e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 179258 members 
Entering Unmasked Estep 
Score: -24616136.000000 Penalty: 6014.625488
	Iteration 261Q: 3 clusters Score -2.461614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 179268 members 
Entering Unmasked Estep 
Score: -24616146.000000 Penalty: 6014.625488
	Iteration 262Q: 3 clusters Score -2.461615e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 179285 members 
Entering Unmasked Estep 
Score: -24616140.000000 Penalty: 6014.625488
	Iteration 263Q: 3 clusters Score -2.461614e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 179306 members 
Entering Unmasked Estep 
Score: -24616134.000000 Penalty: 6014.625488
	Iteration 264Q: 3 clusters Score -2.461613e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 179324 members 
Entering Unmasked Estep 
Score: -24616098.000000 Penalty: 6014.625488
	Iteration 265Q: 3 clusters Score -2.46161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 179336 members 
Entering Unmasked Estep 
Score: -24616092.000000 Penalty: 6014.625488
	Iteration 266Q: 3 clusters Score -2.461609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 179343 members 
Entering Unmasked Estep 
Score: -24616078.000000 Penalty: 6014.625488
	Iteration 267Q: 3 clusters Score -2.461608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 179351 members 
Entering Unmasked Estep 
Score: -24616090.000000 Penalty: 6014.625488
	Iteration 268Q: 3 clusters Score -2.461609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 179358 members 
Entering Unmasked Estep 
Score: -24616090.000000 Penalty: 6014.625488
	Iteration 269Q: 3 clusters Score -2.461609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 179364 members 
Entering Unmasked Estep 
Score: -24616104.000000 Penalty: 6014.625488
	Iteration 270Q: 3 clusters Score -2.46161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 179369 members 
Entering Unmasked Estep 
Score: -24616094.000000 Penalty: 6014.625488
	Iteration 271Q: 3 clusters Score -2.461609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 179373 members 
Entering Unmasked Estep 
Score: -24616092.000000 Penalty: 6014.625488
	Iteration 272Q: 3 clusters Score -2.461609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 179381 members 
Entering Unmasked Estep 
Score: -24616096.000000 Penalty: 6014.625488
	Iteration 273Q: 3 clusters Score -2.46161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 179384 members 
Entering Unmasked Estep 
Score: -24616090.000000 Penalty: 6014.625488
	Iteration 274Q: 3 clusters Score -2.461609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 179387 members 
Entering Unmasked Estep 
Score: -24616070.000000 Penalty: 6014.625488
	Iteration 275Q: 3 clusters Score -2.461607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 179392 members 
Entering Unmasked Estep 
Score: -24616056.000000 Penalty: 6014.625488
	Iteration 276Q: 3 clusters Score -2.461606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 179398 members 
Entering Unmasked Estep 
Score: -24616062.000000 Penalty: 6014.625488
	Iteration 277Q: 3 clusters Score -2.461606e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 179409 members 
Entering Unmasked Estep 
Score: -24616068.000000 Penalty: 6014.625488
	Iteration 278Q: 3 clusters Score -2.461607e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 179424 members 
Entering Unmasked Estep 
Score: -24616086.000000 Penalty: 6014.625488
	Iteration 279Q: 3 clusters Score -2.461609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 179435 members 
Entering Unmasked Estep 
Score: -24616076.000000 Penalty: 6014.625488
	Iteration 280F: 3 clusters Score -2.461608e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 179449 members 
Entering Unmasked Estep 
Score: -24616062.000000 Penalty: 6014.625488
	Iteration 281Q: 3 clusters Score -2.461606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 179459 members 
Entering Unmasked Estep 
Score: -24616080.000000 Penalty: 6014.625488
	Iteration 282Q: 3 clusters Score -2.461608e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 179473 members 
Entering Unmasked Estep 
Score: -24616070.000000 Penalty: 6014.625488
	Iteration 283Q: 3 clusters Score -2.461607e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 179491 members 
Entering Unmasked Estep 
Score: -24616056.000000 Penalty: 6014.625488
	Iteration 284Q: 3 clusters Score -2.461606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 179498 members 
Entering Unmasked Estep 
Score: -24616062.000000 Penalty: 6014.625488
	Iteration 285Q: 3 clusters Score -2.461606e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 179512 members 
Entering Unmasked Estep 
Score: -24616068.000000 Penalty: 6014.625488
	Iteration 286Q: 3 clusters Score -2.461607e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 179529 members 
Entering Unmasked Estep 
Score: -24616064.000000 Penalty: 6014.625488
	Iteration 287Q: 3 clusters Score -2.461606e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 179540 members 
Entering Unmasked Estep 
Score: -24616050.000000 Penalty: 6014.625488
	Iteration 288Q: 3 clusters Score -2.461605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 179549 members 
Entering Unmasked Estep 
Score: -24616042.000000 Penalty: 6014.625488
	Iteration 289Q: 3 clusters Score -2.461604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 179559 members 
Entering Unmasked Estep 
Score: -24616032.000000 Penalty: 6014.625488
	Iteration 290Q: 3 clusters Score -2.461603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 179569 members 
Entering Unmasked Estep 
Score: -24616028.000000 Penalty: 6014.625488
	Iteration 291Q: 3 clusters Score -2.461603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 179573 members 
Entering Unmasked Estep 
Score: -24616038.000000 Penalty: 6014.625488
	Iteration 292Q: 3 clusters Score -2.461604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 179573 members 
Entering Unmasked Estep 
Score: -24616042.000000 Penalty: 6014.625488
	Iteration 293Q: 3 clusters Score -2.461604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 179575 members 
Entering Unmasked Estep 
Score: -24616040.000000 Penalty: 6014.625488
	Iteration 294Q: 3 clusters Score -2.461604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 179577 members 
Entering Unmasked Estep 
Score: -24616034.000000 Penalty: 6014.625488
	Iteration 295Q: 3 clusters Score -2.461603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 179579 members 
Entering Unmasked Estep 
Score: -24616030.000000 Penalty: 6014.625488
	Iteration 296Q: 3 clusters Score -2.461603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 179588 members 
Entering Unmasked Estep 
Score: -24616008.000000 Penalty: 6014.625488
	Iteration 297Q: 3 clusters Score -2.461601e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 179593 members 
Entering Unmasked Estep 
Score: -24616004.000000 Penalty: 6014.625488
	Iteration 298Q: 3 clusters Score -2.4616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 179596 members 
Entering Unmasked Estep 
Score: -24616010.000000 Penalty: 6014.625488
	Iteration 299Q: 3 clusters Score -2.461601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 179599 members 
Entering Unmasked Estep 
Score: -24616000.000000 Penalty: 6014.625488
	Iteration 300F: 3 clusters Score -2.4616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 179600 members 
Entering Unmasked Estep 
Score: -24616004.000000 Penalty: 6014.625488
	Iteration 301Q: 3 clusters Score -2.4616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 179602 members 
Entering Unmasked Estep 
Score: -24615998.000000 Penalty: 6014.625488
	Iteration 302Q: 3 clusters Score -2.4616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 179604 members 
Entering Unmasked Estep 
Score: -24615988.000000 Penalty: 6014.625488
	Iteration 303Q: 3 clusters Score -2.461599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 179606 members 
Entering Unmasked Estep 
Score: -24615988.000000 Penalty: 6014.625488
	Iteration 304Q: 3 clusters Score -2.461599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 179612 members 
Entering Unmasked Estep 
Score: -24616014.000000 Penalty: 6014.625488
	Iteration 305Q: 3 clusters Score -2.461601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 179621 members 
Entering Unmasked Estep 
Score: -24616006.000000 Penalty: 6014.625488
	Iteration 306Q: 3 clusters Score -2.461601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 179625 members 
Entering Unmasked Estep 
Score: -24616016.000000 Penalty: 6014.625488
	Iteration 307Q: 3 clusters Score -2.461602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 179629 members 
Entering Unmasked Estep 
Score: -24616006.000000 Penalty: 6014.625488
	Iteration 308Q: 3 clusters Score -2.461601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 179632 members 
Entering Unmasked Estep 
Score: -24616012.000000 Penalty: 6014.625488
	Iteration 309Q: 3 clusters Score -2.461601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 179637 members 
Entering Unmasked Estep 
Score: -24616016.000000 Penalty: 6014.625488
	Iteration 310Q: 3 clusters Score -2.461602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 179642 members 
Entering Unmasked Estep 
Score: -24616016.000000 Penalty: 6014.625488
	Iteration 311Q: 3 clusters Score -2.461602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 179647 members 
Entering Unmasked Estep 
Score: -24615998.000000 Penalty: 6014.625488
	Iteration 312Q: 3 clusters Score -2.4616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 179650 members 
Entering Unmasked Estep 
Score: -24616008.000000 Penalty: 6014.625488
	Iteration 313Q: 3 clusters Score -2.461601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 179651 members 
Entering Unmasked Estep 
Score: -24616012.000000 Penalty: 6014.625488
	Iteration 314Q: 3 clusters Score -2.461601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 179653 members 
Entering Unmasked Estep 
Score: -24616016.000000 Penalty: 6014.625488
	Iteration 315Q: 3 clusters Score -2.461602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 179656 members 
Entering Unmasked Estep 
Score: -24616012.000000 Penalty: 6014.625488
	Iteration 316Q: 3 clusters Score -2.461601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 179657 members 
Entering Unmasked Estep 
Score: -24616010.000000 Penalty: 6014.625488
	Iteration 317Q: 3 clusters Score -2.461601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 179657 members 
Entering Unmasked Estep 
Score: -24616010.000000 Penalty: 6014.625488
	Iteration 318F: 3 clusters Score -2.461601e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (49556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Entering Unmasked Estep 
Score: -6660824.000000 Penalty: 2681.093018
	Iteration 0F: 2 clusters Score -6660824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -6627599.000000 Penalty: 5362.186035
	Iteration 0F: 3 clusters Score -6627599 nChanged 22744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -6640307.000000 Penalty: 5362.186035
	Iteration 1F: 3 clusters Score -6640307 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -6641047.000000 Penalty: 5362.186035
	Iteration 2Q: 3 clusters Score -6641047 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -6642228.000000 Penalty: 5362.186035
	Iteration 3Q: 3 clusters Score -6642228 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -6644090.500000 Penalty: 5362.186035
	Iteration 4F: 3 clusters Score -6644090 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -6646702.000000 Penalty: 5362.186035
	Iteration 5F: 3 clusters Score -6646702 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -6649993.500000 Penalty: 5362.186035
	Iteration 6F: 3 clusters Score -6649994 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -6653060.500000 Penalty: 5362.186035
	Iteration 7F: 3 clusters Score -6653060 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -6655593.000000 Penalty: 5362.186035
	Iteration 8F: 3 clusters Score -6655593 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -6657249.500000 Penalty: 5362.186035
	Iteration 9Q: 3 clusters Score -6657250 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -6658033.000000 Penalty: 5362.186035
	Iteration 10Q: 3 clusters Score -6658033 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -6658333.000000 Penalty: 5362.186035
	Iteration 11Q: 3 clusters Score -6658333 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -6658546.500000 Penalty: 5362.186035
	Iteration 12Q: 3 clusters Score -6658546 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -6658675.000000 Penalty: 5362.186035
	Iteration 13Q: 3 clusters Score -6658675 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -6658770.500000 Penalty: 5362.186035
	Iteration 14Q: 3 clusters Score -6658770 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -6658835.000000 Penalty: 5362.186035
	Iteration 15Q: 3 clusters Score -6658835 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -6658907.500000 Penalty: 5362.186035
	Iteration 16Q: 3 clusters Score -6658908 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -6658964.500000 Penalty: 5362.186035
	Iteration 17Q: 3 clusters Score -6658964 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -6659012.500000 Penalty: 5362.186035
	Iteration 18Q: 3 clusters Score -6659012 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -6659024.000000 Penalty: 5362.186035
	Iteration 19Q: 3 clusters Score -6659024 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -6659074.000000 Penalty: 5362.186035
	Iteration 20F: 3 clusters Score -6659074 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -6659111.500000 Penalty: 5362.186035
	Iteration 21Q: 3 clusters Score -6659112 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -6659104.000000 Penalty: 5362.186035
	Iteration 22Q: 3 clusters Score -6659104 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -6659132.500000 Penalty: 5362.186035
	Iteration 23Q: 3 clusters Score -6659132 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -6659173.500000 Penalty: 5362.186035
	Iteration 24Q: 3 clusters Score -6659174 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -6659199.000000 Penalty: 5362.186035
	Iteration 25Q: 3 clusters Score -6659199 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -6659218.500000 Penalty: 5362.186035
	Iteration 26Q: 3 clusters Score -6659218 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -6659214.500000 Penalty: 5362.186035
	Iteration 27Q: 3 clusters Score -6659214 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -6659231.000000 Penalty: 5362.186035
	Iteration 28Q: 3 clusters Score -6659231 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -6659245.500000 Penalty: 5362.186035
	Iteration 29Q: 3 clusters Score -6659246 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -6659240.500000 Penalty: 5362.186035
	Iteration 30Q: 3 clusters Score -6659240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -6659247.000000 Penalty: 5362.186035
	Iteration 31Q: 3 clusters Score -6659247 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -6659250.000000 Penalty: 5362.186035
	Iteration 32Q: 3 clusters Score -6659250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -6659257.500000 Penalty: 5362.186035
	Iteration 33Q: 3 clusters Score -6659258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -6659261.500000 Penalty: 5362.186035
	Iteration 34Q: 3 clusters Score -6659262 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -6659258.500000 Penalty: 5362.186035
	Iteration 35Q: 3 clusters Score -6659258 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -6659277.500000 Penalty: 5362.186035
	Iteration 36Q: 3 clusters Score -6659278 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -6659285.500000 Penalty: 5362.186035
	Iteration 37Q: 3 clusters Score -6659286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -6659279.000000 Penalty: 5362.186035
	Iteration 38Q: 3 clusters Score -6659279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -6659277.000000 Penalty: 5362.186035
	Iteration 39Q: 3 clusters Score -6659277 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -6659274.500000 Penalty: 5362.186035
	Iteration 40F: 3 clusters Score -6659274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -6659292.500000 Penalty: 5362.186035
	Iteration 41Q: 3 clusters Score -6659292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -6659289.000000 Penalty: 5362.186035
	Iteration 42Q: 3 clusters Score -6659289 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -6659304.500000 Penalty: 5362.186035
	Iteration 43Q: 3 clusters Score -6659304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -6659310.000000 Penalty: 5362.186035
	Iteration 44Q: 3 clusters Score -6659310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -6659313.500000 Penalty: 5362.186035
	Iteration 45Q: 3 clusters Score -6659314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -6659321.000000 Penalty: 5362.186035
	Iteration 46Q: 3 clusters Score -6659321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -6659331.500000 Penalty: 5362.186035
	Iteration 47Q: 3 clusters Score -6659332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -6659329.000000 Penalty: 5362.186035
	Iteration 48Q: 3 clusters Score -6659329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -6659338.500000 Penalty: 5362.186035
	Iteration 49Q: 3 clusters Score -6659338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -6659344.000000 Penalty: 5362.186035
	Iteration 50Q: 3 clusters Score -6659344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -6659347.000000 Penalty: 5362.186035
	Iteration 51Q: 3 clusters Score -6659347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -6659344.000000 Penalty: 5362.186035
	Iteration 52Q: 3 clusters Score -6659344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -6659345.500000 Penalty: 5362.186035
	Iteration 53Q: 3 clusters Score -6659346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -6659342.500000 Penalty: 5362.186035
	Iteration 54Q: 3 clusters Score -6659342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -6659345.000000 Penalty: 5362.186035
	Iteration 55Q: 3 clusters Score -6659345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -6659353.500000 Penalty: 5362.186035
	Iteration 56Q: 3 clusters Score -6659354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -6659349.000000 Penalty: 5362.186035
	Iteration 57Q: 3 clusters Score -6659349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -6659355.500000 Penalty: 5362.186035
	Iteration 58Q: 3 clusters Score -6659356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -6659353.000000 Penalty: 5362.186035
	Iteration 59Q: 3 clusters Score -6659353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -6659353.000000 Penalty: 5362.186035
	Iteration 60F: 3 clusters Score -6659353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -6659354.000000 Penalty: 5362.186035
	Iteration 61Q: 3 clusters Score -6659354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -6659356.000000 Penalty: 5362.186035
	Iteration 62Q: 3 clusters Score -6659356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46950 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -6659347.500000 Penalty: 5362.186035
	Iteration 63Q: 3 clusters Score -6659348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -6659348.500000 Penalty: 5362.186035
	Iteration 64Q: 3 clusters Score -6659348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -6659353.000000 Penalty: 5362.186035
	Iteration 65Q: 3 clusters Score -6659353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -6659356.000000 Penalty: 5362.186035
	Iteration 66Q: 3 clusters Score -6659356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6659360.000000 Penalty: 5362.186035
	Iteration 67Q: 3 clusters Score -6659360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -6659366.500000 Penalty: 5362.186035
	Iteration 68Q: 3 clusters Score -6659366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -6659363.000000 Penalty: 5362.186035
	Iteration 69Q: 3 clusters Score -6659363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -6659366.500000 Penalty: 5362.186035
	Iteration 70Q: 3 clusters Score -6659366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -6659368.500000 Penalty: 5362.186035
	Iteration 71Q: 3 clusters Score -6659368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -6659365.500000 Penalty: 5362.186035
	Iteration 72Q: 3 clusters Score -6659366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -6659370.000000 Penalty: 5362.186035
	Iteration 73Q: 3 clusters Score -6659370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -6659377.000000 Penalty: 5362.186035
	Iteration 74Q: 3 clusters Score -6659377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -6659374.000000 Penalty: 5362.186035
	Iteration 75Q: 3 clusters Score -6659374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -6659374.500000 Penalty: 5362.186035
	Iteration 76Q: 3 clusters Score -6659374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6659372.500000 Penalty: 5362.186035
	Iteration 77Q: 3 clusters Score -6659372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6659372.500000 Penalty: 5362.186035
	Iteration 78F: 3 clusters Score -6659372 nChanged 0
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: -347309.593750 Penalty: 1955.561646
	Iteration 0F: 2 clusters Score -347309.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -344304.812500 Penalty: 3911.123291
	Iteration 0F: 3 clusters Score -344304.8 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -344994.031250 Penalty: 3911.123291
	Iteration 1F: 3 clusters Score -344994 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -345307.406250 Penalty: 3911.123291
	Iteration 2F: 3 clusters Score -345307.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -346343.187500 Penalty: 3911.123291
	Iteration 3F: 3 clusters Score -346343.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -349123.406250 Penalty: 3911.123291
	Iteration 4F: 3 clusters Score -349123.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -350177.812500 Penalty: 3911.123291
	Iteration 5F: 3 clusters Score -350177.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -350617.750000 Penalty: 3911.123291
	Iteration 6F: 3 clusters Score -350617.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -350748.250000 Penalty: 3911.123291
	Iteration 7Q: 3 clusters Score -350748.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -350787.468750 Penalty: 3911.123291
	Iteration 8Q: 3 clusters Score -350787.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -350793.656250 Penalty: 3911.123291
	Iteration 9Q: 3 clusters Score -350793.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -350796.218750 Penalty: 3911.123291
	Iteration 10Q: 3 clusters Score -350796.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -350798.093750 Penalty: 3911.123291
	Iteration 11Q: 3 clusters Score -350798.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -350802.125000 Penalty: 3911.123291
	Iteration 12Q: 3 clusters Score -350802.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -350806.843750 Penalty: 3911.123291
	Iteration 13Q: 3 clusters Score -350806.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -350807.687500 Penalty: 3911.123291
	Iteration 14Q: 3 clusters Score -350807.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -350807.687500 Penalty: 3911.123291
	Iteration 15F: 3 clusters Score -350807.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93328 members 
Mstep: Class 2 contains 49851 members 
Mstep: Class 3 contains 7458 members 
Mstep: Class 4 contains 177347 members 
Mstep: Class 5 contains 163575 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184658 members 
Mstep: Class 8 contains 49556 members 
Mstep: Class 9 contains 382 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38822 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 56553 members 
Mstep: Class 16 contains 28610 members 
Mstep: Class 17 contains 39614 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79749 members 
Mstep: Class 21 contains 60250 members 
Mstep: Class 22 contains 167746 members 
Mstep: Class 23 contains 176073 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 2276 members 
Entering Unmasked Estep 
Score: -180474432.000000 Penalty: 87655.367188
Splitting cluster 9 changes total score from -180475664.000000 to -180474432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -63697.746094 Penalty: 1556.140991
	Iteration 0F: 2 clusters Score -63697.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -62248.144531 Penalty: 3112.281982
	Iteration 0F: 3 clusters Score -62248.14 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62745.007812 Penalty: 3112.281982
	Iteration 1F: 3 clusters Score -62745.01 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62882.816406 Penalty: 3112.281982
	Iteration 2F: 3 clusters Score -62882.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -62999.093750 Penalty: 3112.281982
	Iteration 3F: 3 clusters Score -62999.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -63121.378906 Penalty: 3112.281982
	Iteration 4Q: 3 clusters Score -63121.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -63217.515625 Penalty: 3112.281982
	Iteration 5Q: 3 clusters Score -63217.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -63314.937500 Penalty: 3112.281982
	Iteration 6Q: 3 clusters Score -63314.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -63421.644531 Penalty: 3112.281982
	Iteration 7Q: 3 clusters Score -63421.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -63621.878906 Penalty: 3112.281982
	Iteration 8Q: 3 clusters Score -63621.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -64235.191406 Penalty: 3112.281982
	Iteration 9Q: 3 clusters Score -64235.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -64294.640625 Penalty: 3112.281982
	Iteration 10Q: 3 clusters Score -64294.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -64339.636719 Penalty: 3112.281982
	Iteration 11Q: 3 clusters Score -64339.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -64409.343750 Penalty: 3112.281982
	Iteration 12Q: 3 clusters Score -64409.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -64409.343750 Penalty: 3112.281982
	Iteration 13F: 3 clusters Score -64409.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93328 members 
Mstep: Class 2 contains 49851 members 
Mstep: Class 3 contains 7458 members 
Mstep: Class 4 contains 177347 members 
Mstep: Class 5 contains 163575 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184658 members 
Mstep: Class 8 contains 49556 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 107 members 
Mstep: Class 11 contains 38822 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 56553 members 
Mstep: Class 16 contains 28610 members 
Mstep: Class 17 contains 39614 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79749 members 
Mstep: Class 21 contains 60250 members 
Mstep: Class 22 contains 167746 members 
Mstep: Class 23 contains 176073 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 424 members 
Entering Unmasked Estep 
Score: -180474064.000000 Penalty: 87655.367188
Splitting cluster 10 changes total score from -180475664.000000 to -180474064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (38822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Entering Unmasked Estep 
Score: -5163660.000000 Penalty: 2620.552002
	Iteration 0F: 2 clusters Score -5163660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -5137467.500000 Penalty: 5241.104004
	Iteration 0F: 3 clusters Score -5137468 nChanged 17703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -5147111.000000 Penalty: 5241.104004
	Iteration 1F: 3 clusters Score -5147111 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -5147689.000000 Penalty: 5241.104004
	Iteration 2Q: 3 clusters Score -5147689 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -5148432.000000 Penalty: 5241.104004
	Iteration 3Q: 3 clusters Score -5148432 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -5149328.500000 Penalty: 5241.104004
	Iteration 4Q: 3 clusters Score -5149328 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -5150440.000000 Penalty: 5241.104004
	Iteration 5F: 3 clusters Score -5150440 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -5151798.500000 Penalty: 5241.104004
	Iteration 6F: 3 clusters Score -5151798 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -5153392.000000 Penalty: 5241.104004
	Iteration 7F: 3 clusters Score -5153392 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -5155354.500000 Penalty: 5241.104004
	Iteration 8F: 3 clusters Score -5155354 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -5157430.000000 Penalty: 5241.104004
	Iteration 9F: 3 clusters Score -5157430 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -5159170.000000 Penalty: 5241.104004
	Iteration 10Q: 3 clusters Score -5159170 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -5159959.500000 Penalty: 5241.104004
	Iteration 11Q: 3 clusters Score -5159960 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -5160247.500000 Penalty: 5241.104004
	Iteration 12Q: 3 clusters Score -5160248 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -5160423.000000 Penalty: 5241.104004
	Iteration 13Q: 3 clusters Score -5160423 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -5160541.500000 Penalty: 5241.104004
	Iteration 14Q: 3 clusters Score -5160542 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -5160654.500000 Penalty: 5241.104004
	Iteration 15Q: 3 clusters Score -5160654 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -5160755.500000 Penalty: 5241.104004
	Iteration 16Q: 3 clusters Score -5160756 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -5160830.500000 Penalty: 5241.104004
	Iteration 17Q: 3 clusters Score -5160830 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -5160915.000000 Penalty: 5241.104004
	Iteration 18Q: 3 clusters Score -5160915 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -5160979.500000 Penalty: 5241.104004
	Iteration 19Q: 3 clusters Score -5160980 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -5161040.500000 Penalty: 5241.104004
	Iteration 20F: 3 clusters Score -5161040 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -5161103.500000 Penalty: 5241.104004
	Iteration 21Q: 3 clusters Score -5161104 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -5161170.500000 Penalty: 5241.104004
	Iteration 22Q: 3 clusters Score -5161170 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -5161228.500000 Penalty: 5241.104004
	Iteration 23Q: 3 clusters Score -5161228 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -5161279.000000 Penalty: 5241.104004
	Iteration 24Q: 3 clusters Score -5161279 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -5161338.000000 Penalty: 5241.104004
	Iteration 25Q: 3 clusters Score -5161338 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -5161387.500000 Penalty: 5241.104004
	Iteration 26Q: 3 clusters Score -5161388 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -5161432.000000 Penalty: 5241.104004
	Iteration 27Q: 3 clusters Score -5161432 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -5161490.000000 Penalty: 5241.104004
	Iteration 28Q: 3 clusters Score -5161490 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -5161538.000000 Penalty: 5241.104004
	Iteration 29Q: 3 clusters Score -5161538 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -5161567.000000 Penalty: 5241.104004
	Iteration 30Q: 3 clusters Score -5161567 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -5161599.500000 Penalty: 5241.104004
	Iteration 31Q: 3 clusters Score -5161600 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -5161637.500000 Penalty: 5241.104004
	Iteration 32Q: 3 clusters Score -5161638 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -5161666.000000 Penalty: 5241.104004
	Iteration 33Q: 3 clusters Score -5161666 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -5161708.000000 Penalty: 5241.104004
	Iteration 34Q: 3 clusters Score -5161708 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -5161752.000000 Penalty: 5241.104004
	Iteration 35Q: 3 clusters Score -5161752 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -5161777.000000 Penalty: 5241.104004
	Iteration 36Q: 3 clusters Score -5161777 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -5161801.500000 Penalty: 5241.104004
	Iteration 37Q: 3 clusters Score -5161802 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -5161825.000000 Penalty: 5241.104004
	Iteration 38Q: 3 clusters Score -5161825 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -5161834.500000 Penalty: 5241.104004
	Iteration 39Q: 3 clusters Score -5161834 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -5161840.500000 Penalty: 5241.104004
	Iteration 40F: 3 clusters Score -5161840 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -5161850.000000 Penalty: 5241.104004
	Iteration 41Q: 3 clusters Score -5161850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -5161874.000000 Penalty: 5241.104004
	Iteration 42Q: 3 clusters Score -5161874 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -5161887.500000 Penalty: 5241.104004
	Iteration 43Q: 3 clusters Score -5161888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -5161899.500000 Penalty: 5241.104004
	Iteration 44Q: 3 clusters Score -5161900 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -5161916.000000 Penalty: 5241.104004
	Iteration 45Q: 3 clusters Score -5161916 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5161930.000000 Penalty: 5241.104004
	Iteration 46Q: 3 clusters Score -5161930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -5161934.500000 Penalty: 5241.104004
	Iteration 47Q: 3 clusters Score -5161934 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -5161954.500000 Penalty: 5241.104004
	Iteration 48Q: 3 clusters Score -5161954 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -5161951.500000 Penalty: 5241.104004
	Iteration 49Q: 3 clusters Score -5161952 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -5161961.000000 Penalty: 5241.104004
	Iteration 50Q: 3 clusters Score -5161961 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -5161975.000000 Penalty: 5241.104004
	Iteration 51Q: 3 clusters Score -5161975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -5161981.500000 Penalty: 5241.104004
	Iteration 52Q: 3 clusters Score -5161982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -5161991.500000 Penalty: 5241.104004
	Iteration 53Q: 3 clusters Score -5161992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -5162001.000000 Penalty: 5241.104004
	Iteration 54Q: 3 clusters Score -5162001 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5162008.000000 Penalty: 5241.104004
	Iteration 55Q: 3 clusters Score -5162008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5162002.500000 Penalty: 5241.104004
	Iteration 56Q: 3 clusters Score -5162002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -5162010.000000 Penalty: 5241.104004
	Iteration 57Q: 3 clusters Score -5162010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5162015.500000 Penalty: 5241.104004
	Iteration 58Q: 3 clusters Score -5162016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5162009.000000 Penalty: 5241.104004
	Iteration 59Q: 3 clusters Score -5162009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -5162017.000000 Penalty: 5241.104004
	Iteration 60F: 3 clusters Score -5162017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -5162017.000000 Penalty: 5241.104004
	Iteration 61Q: 3 clusters Score -5162017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -5162023.500000 Penalty: 5241.104004
	Iteration 62Q: 3 clusters Score -5162024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5162024.000000 Penalty: 5241.104004
	Iteration 63Q: 3 clusters Score -5162024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -5162023.500000 Penalty: 5241.104004
	Iteration 64Q: 3 clusters Score -5162024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -5162027.500000 Penalty: 5241.104004
	Iteration 65Q: 3 clusters Score -5162028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -5162027.000000 Penalty: 5241.104004
	Iteration 66Q: 3 clusters Score -5162027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -5162031.000000 Penalty: 5241.104004
	Iteration 67Q: 3 clusters Score -5162031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -5162027.500000 Penalty: 5241.104004
	Iteration 68Q: 3 clusters Score -5162028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -5162039.000000 Penalty: 5241.104004
	Iteration 69Q: 3 clusters Score -5162039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -5162037.000000 Penalty: 5241.104004
	Iteration 70Q: 3 clusters Score -5162037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -5162036.500000 Penalty: 5241.104004
	Iteration 71Q: 3 clusters Score -5162036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -5162045.500000 Penalty: 5241.104004
	Iteration 72Q: 3 clusters Score -5162046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -5162043.000000 Penalty: 5241.104004
	Iteration 73Q: 3 clusters Score -5162043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -5162039.500000 Penalty: 5241.104004
	Iteration 74Q: 3 clusters Score -5162040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -5162037.500000 Penalty: 5241.104004
	Iteration 75Q: 3 clusters Score -5162038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -5162041.500000 Penalty: 5241.104004
	Iteration 76Q: 3 clusters Score -5162042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -5162041.500000 Penalty: 5241.104004
	Iteration 77F: 3 clusters Score -5162042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -103364.484375 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -103364.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -101519.242188 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -101519.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -101855.757812 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -101855.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -102061.195312 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -102061.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -102223.187500 Penalty: 3343.297607
	Iteration 3F: 3 clusters Score -102223.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -102439.976562 Penalty: 3343.297607
	Iteration 4Q: 3 clusters Score -102440 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -102832.375000 Penalty: 3343.297607
	Iteration 5Q: 3 clusters Score -102832.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -103160.296875 Penalty: 3343.297607
	Iteration 6F: 3 clusters Score -103160.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -103355.031250 Penalty: 3343.297607
	Iteration 7F: 3 clusters Score -103355 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -103532.710938 Penalty: 3343.297607
	Iteration 8Q: 3 clusters Score -103532.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -103657.109375 Penalty: 3343.297607
	Iteration 9Q: 3 clusters Score -103657.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -103785.343750 Penalty: 3343.297607
	Iteration 10Q: 3 clusters Score -103785.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -103866.609375 Penalty: 3343.297607
	Iteration 11Q: 3 clusters Score -103866.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -103912.515625 Penalty: 3343.297607
	Iteration 12Q: 3 clusters Score -103912.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -103981.382812 Penalty: 3343.297607
	Iteration 13Q: 3 clusters Score -103981.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -103987.273438 Penalty: 3343.297607
	Iteration 14Q: 3 clusters Score -103987.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -103987.273438 Penalty: 3343.297607
	Iteration 15F: 3 clusters Score -103987.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93328 members 
Mstep: Class 2 contains 49851 members 
Mstep: Class 3 contains 7458 members 
Mstep: Class 4 contains 177347 members 
Mstep: Class 5 contains 163575 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184658 members 
Mstep: Class 8 contains 49556 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38822 members 
Mstep: Class 12 contains 289 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 56553 members 
Mstep: Class 16 contains 28610 members 
Mstep: Class 17 contains 39614 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79749 members 
Mstep: Class 21 contains 60250 members 
Mstep: Class 22 contains 167746 members 
Mstep: Class 23 contains 176073 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 557 members 
Entering Unmasked Estep 
Score: -180474544.000000 Penalty: 87655.367188
Splitting cluster 12 changes total score from -180475664.000000 to -180474544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -118626.703125 Penalty: 1690.550415
	Iteration 0F: 2 clusters Score -118626.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -116727.328125 Penalty: 3381.100830
	Iteration 0F: 3 clusters Score -116727.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -117006.679688 Penalty: 3381.100830
	Iteration 1F: 3 clusters Score -117006.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -117104.007812 Penalty: 3381.100830
	Iteration 2F: 3 clusters Score -117104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -117139.867188 Penalty: 3381.100830
	Iteration 3Q: 3 clusters Score -117139.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -117168.289062 Penalty: 3381.100830
	Iteration 4Q: 3 clusters Score -117168.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -117185.085938 Penalty: 3381.100830
	Iteration 5Q: 3 clusters Score -117185.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -117202.546875 Penalty: 3381.100830
	Iteration 6Q: 3 clusters Score -117202.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -117210.601562 Penalty: 3381.100830
	Iteration 7Q: 3 clusters Score -117210.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -117215.601562 Penalty: 3381.100830
	Iteration 8Q: 3 clusters Score -117215.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117218.187500 Penalty: 3381.100830
	Iteration 9Q: 3 clusters Score -117218.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117218.187500 Penalty: 3381.100830
	Iteration 10F: 3 clusters Score -117218.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Entering Unmasked Estep 
Score: -122624.085938 Penalty: 1713.866211
	Iteration 0F: 2 clusters Score -122624.1 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 498 members 
Entering Unmasked Estep 
Score: -120716.671875 Penalty: 3427.732422
	Iteration 0F: 3 clusters Score -120716.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -121100.578125 Penalty: 3427.732422
	Iteration 1F: 3 clusters Score -121100.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -121373.140625 Penalty: 3427.732422
	Iteration 2F: 3 clusters Score -121373.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -121673.492188 Penalty: 3427.732422
	Iteration 3F: 3 clusters Score -121673.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -122003.953125 Penalty: 3427.732422
	Iteration 4F: 3 clusters Score -122004 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -122336.390625 Penalty: 3427.732422
	Iteration 5F: 3 clusters Score -122336.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -122703.820312 Penalty: 3427.732422
	Iteration 6F: 3 clusters Score -122703.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -123107.312500 Penalty: 3427.732422
	Iteration 7F: 3 clusters Score -123107.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -123269.570312 Penalty: 3427.732422
	Iteration 8Q: 3 clusters Score -123269.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -123316.867188 Penalty: 3427.732422
	Iteration 9Q: 3 clusters Score -123316.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -123331.039062 Penalty: 3427.732422
	Iteration 10Q: 3 clusters Score -123331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -123341.648438 Penalty: 3427.732422
	Iteration 11Q: 3 clusters Score -123341.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -123341.648438 Penalty: 3427.732422
	Iteration 12F: 3 clusters Score -123341.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93328 members 
Mstep: Class 2 contains 49851 members 
Mstep: Class 3 contains 7458 members 
Mstep: Class 4 contains 177347 members 
Mstep: Class 5 contains 163575 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184658 members 
Mstep: Class 8 contains 49556 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38822 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 555 members 
Mstep: Class 15 contains 56553 members 
Mstep: Class 16 contains 28610 members 
Mstep: Class 17 contains 39614 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79749 members 
Mstep: Class 21 contains 60250 members 
Mstep: Class 22 contains 167746 members 
Mstep: Class 23 contains 176073 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 448 members 
Entering Unmasked Estep 
Score: -180474608.000000 Penalty: 87655.367188
Splitting cluster 14 changes total score from -180475664.000000 to -180474608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (56553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Entering Unmasked Estep 
Score: -7509661.500000 Penalty: 2713.847412
	Iteration 0F: 2 clusters Score -7509662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -7471717.500000 Penalty: 5427.694824
	Iteration 0F: 3 clusters Score -7471718 nChanged 26236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -7486111.500000 Penalty: 5427.694824
	Iteration 1F: 3 clusters Score -7486112 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -7486666.500000 Penalty: 5427.694824
	Iteration 2Q: 3 clusters Score -7486666 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -7487229.500000 Penalty: 5427.694824
	Iteration 3Q: 3 clusters Score -7487230 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -7487978.500000 Penalty: 5427.694824
	Iteration 4Q: 3 clusters Score -7487978 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -7489204.000000 Penalty: 5427.694824
	Iteration 5Q: 3 clusters Score -7489204 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -7491203.500000 Penalty: 5427.694824
	Iteration 6F: 3 clusters Score -7491204 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -7494428.500000 Penalty: 5427.694824
	Iteration 7F: 3 clusters Score -7494428 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -7498614.000000 Penalty: 5427.694824
	Iteration 8F: 3 clusters Score -7498614 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -7502475.000000 Penalty: 5427.694824
	Iteration 9F: 3 clusters Score -7502475 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -7505116.000000 Penalty: 5427.694824
	Iteration 10Q: 3 clusters Score -7505116 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
Score: -7506455.500000 Penalty: 5427.694824
	Iteration 11Q: 3 clusters Score -7506456 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 54936 members 
Entering Unmasked Estep 
Score: -7507114.500000 Penalty: 5427.694824
	Iteration 12Q: 3 clusters Score -7507114 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 55026 members 
Entering Unmasked Estep 
Score: -7507409.500000 Penalty: 5427.694824
	Iteration 13Q: 3 clusters Score -7507410 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -7507572.000000 Penalty: 5427.694824
	Iteration 14Q: 3 clusters Score -7507572 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 55028 members 
Entering Unmasked Estep 
Score: -7507645.000000 Penalty: 5427.694824
	Iteration 15Q: 3 clusters Score -7507645 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 55007 members 
Entering Unmasked Estep 
Score: -7507686.500000 Penalty: 5427.694824
	Iteration 16Q: 3 clusters Score -7507686 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 54989 members 
Entering Unmasked Estep 
Score: -7507729.500000 Penalty: 5427.694824
	Iteration 17Q: 3 clusters Score -7507730 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -7507747.000000 Penalty: 5427.694824
	Iteration 18Q: 3 clusters Score -7507747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 54966 members 
Entering Unmasked Estep 
Score: -7507758.500000 Penalty: 5427.694824
	Iteration 19Q: 3 clusters Score -7507758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 54957 members 
Entering Unmasked Estep 
Score: -7507782.000000 Penalty: 5427.694824
	Iteration 20F: 3 clusters Score -7507782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 54952 members 
Entering Unmasked Estep 
Score: -7507781.000000 Penalty: 5427.694824
	Iteration 21Q: 3 clusters Score -7507781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 54948 members 
Entering Unmasked Estep 
Score: -7507791.500000 Penalty: 5427.694824
	Iteration 22Q: 3 clusters Score -7507792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 54947 members 
Entering Unmasked Estep 
Score: -7507801.500000 Penalty: 5427.694824
	Iteration 23Q: 3 clusters Score -7507802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 54950 members 
Entering Unmasked Estep 
Score: -7507794.000000 Penalty: 5427.694824
	Iteration 24Q: 3 clusters Score -7507794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 54952 members 
Entering Unmasked Estep 
Score: -7507798.500000 Penalty: 5427.694824
	Iteration 25Q: 3 clusters Score -7507798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -7507803.000000 Penalty: 5427.694824
	Iteration 26Q: 3 clusters Score -7507803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 54948 members 
Entering Unmasked Estep 
Score: -7507798.000000 Penalty: 5427.694824
	Iteration 27Q: 3 clusters Score -7507798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 54946 members 
Entering Unmasked Estep 
Score: -7507802.500000 Penalty: 5427.694824
	Iteration 28Q: 3 clusters Score -7507802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 54947 members 
Entering Unmasked Estep 
Score: -7507797.500000 Penalty: 5427.694824
	Iteration 29Q: 3 clusters Score -7507798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 54944 members 
Entering Unmasked Estep 
Score: -7507798.000000 Penalty: 5427.694824
	Iteration 30Q: 3 clusters Score -7507798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -7507803.000000 Penalty: 5427.694824
	Iteration 31Q: 3 clusters Score -7507803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 54938 members 
Entering Unmasked Estep 
Score: -7507799.500000 Penalty: 5427.694824
	Iteration 32Q: 3 clusters Score -7507800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -7507809.500000 Penalty: 5427.694824
	Iteration 33Q: 3 clusters Score -7507810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 54933 members 
Entering Unmasked Estep 
Score: -7507814.000000 Penalty: 5427.694824
	Iteration 34Q: 3 clusters Score -7507814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 54930 members 
Entering Unmasked Estep 
Score: -7507815.000000 Penalty: 5427.694824
	Iteration 35Q: 3 clusters Score -7507815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 54925 members 
Entering Unmasked Estep 
Score: -7507812.000000 Penalty: 5427.694824
	Iteration 36Q: 3 clusters Score -7507812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 54921 members 
Entering Unmasked Estep 
Score: -7507825.500000 Penalty: 5427.694824
	Iteration 37Q: 3 clusters Score -7507826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -7507827.000000 Penalty: 5427.694824
	Iteration 38Q: 3 clusters Score -7507827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -7507815.500000 Penalty: 5427.694824
	Iteration 39Q: 3 clusters Score -7507816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 54915 members 
Entering Unmasked Estep 
Score: -7507814.500000 Penalty: 5427.694824
	Iteration 40F: 3 clusters Score -7507814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 54914 members 
Entering Unmasked Estep 
Score: -7507820.500000 Penalty: 5427.694824
	Iteration 41Q: 3 clusters Score -7507820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -7507822.500000 Penalty: 5427.694824
	Iteration 42Q: 3 clusters Score -7507822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 54912 members 
Entering Unmasked Estep 
Score: -7507822.000000 Penalty: 5427.694824
	Iteration 43Q: 3 clusters Score -7507822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -7507820.000000 Penalty: 5427.694824
	Iteration 44Q: 3 clusters Score -7507820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 54912 members 
Entering Unmasked Estep 
Score: -7507821.500000 Penalty: 5427.694824
	Iteration 45Q: 3 clusters Score -7507822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 54912 members 
Entering Unmasked Estep 
Score: -7507821.500000 Penalty: 5427.694824
	Iteration 46F: 3 clusters Score -7507822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Entering Unmasked Estep 
Score: -3795229.000000 Penalty: 2544.854980
	Iteration 0F: 2 clusters Score -3795229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -3775532.250000 Penalty: 5089.709961
	Iteration 0F: 3 clusters Score -3775532 nChanged 12952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -3782916.500000 Penalty: 5089.709961
	Iteration 1F: 3 clusters Score -3782916 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3783974.000000 Penalty: 5089.709961
	Iteration 2F: 3 clusters Score -3783974 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3785386.750000 Penalty: 5089.709961
	Iteration 3F: 3 clusters Score -3785387 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -3787056.750000 Penalty: 5089.709961
	Iteration 4F: 3 clusters Score -3787057 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -3788908.500000 Penalty: 5089.709961
	Iteration 5F: 3 clusters Score -3788908 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -3790793.000000 Penalty: 5089.709961
	Iteration 6F: 3 clusters Score -3790793 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -3792368.000000 Penalty: 5089.709961
	Iteration 7F: 3 clusters Score -3792368 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -3793396.500000 Penalty: 5089.709961
	Iteration 8F: 3 clusters Score -3793396 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -3793975.000000 Penalty: 5089.709961
	Iteration 9Q: 3 clusters Score -3793975 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -3794294.250000 Penalty: 5089.709961
	Iteration 10Q: 3 clusters Score -3794294 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -3794508.000000 Penalty: 5089.709961
	Iteration 11Q: 3 clusters Score -3794508 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -3794637.750000 Penalty: 5089.709961
	Iteration 12Q: 3 clusters Score -3794638 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -3794717.250000 Penalty: 5089.709961
	Iteration 13Q: 3 clusters Score -3794717 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3794779.500000 Penalty: 5089.709961
	Iteration 14Q: 3 clusters Score -3794780 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -3794826.250000 Penalty: 5089.709961
	Iteration 15Q: 3 clusters Score -3794826 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -3794872.250000 Penalty: 5089.709961
	Iteration 16Q: 3 clusters Score -3794872 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -3794888.000000 Penalty: 5089.709961
	Iteration 17Q: 3 clusters Score -3794888 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -3794903.250000 Penalty: 5089.709961
	Iteration 18Q: 3 clusters Score -3794903 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -3794910.750000 Penalty: 5089.709961
	Iteration 19Q: 3 clusters Score -3794911 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -3794929.750000 Penalty: 5089.709961
	Iteration 20F: 3 clusters Score -3794930 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -3794953.500000 Penalty: 5089.709961
	Iteration 21Q: 3 clusters Score -3794954 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -3794970.500000 Penalty: 5089.709961
	Iteration 22Q: 3 clusters Score -3794970 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -3794980.000000 Penalty: 5089.709961
	Iteration 23Q: 3 clusters Score -3794980 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -3794995.250000 Penalty: 5089.709961
	Iteration 24Q: 3 clusters Score -3794995 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -3795001.750000 Penalty: 5089.709961
	Iteration 25Q: 3 clusters Score -3795002 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -3795014.500000 Penalty: 5089.709961
	Iteration 26Q: 3 clusters Score -3795014 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -3795032.000000 Penalty: 5089.709961
	Iteration 27Q: 3 clusters Score -3795032 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -3795051.000000 Penalty: 5089.709961
	Iteration 28Q: 3 clusters Score -3795051 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -3795064.500000 Penalty: 5089.709961
	Iteration 29Q: 3 clusters Score -3795064 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -3795078.250000 Penalty: 5089.709961
	Iteration 30Q: 3 clusters Score -3795078 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -3795080.500000 Penalty: 5089.709961
	Iteration 31Q: 3 clusters Score -3795080 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -3795089.000000 Penalty: 5089.709961
	Iteration 32Q: 3 clusters Score -3795089 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -3795102.000000 Penalty: 5089.709961
	Iteration 33Q: 3 clusters Score -3795102 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -3795120.000000 Penalty: 5089.709961
	Iteration 34Q: 3 clusters Score -3795120 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -3795139.500000 Penalty: 5089.709961
	Iteration 35Q: 3 clusters Score -3795140 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -3795146.750000 Penalty: 5089.709961
	Iteration 36Q: 3 clusters Score -3795147 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -3795143.750000 Penalty: 5089.709961
	Iteration 37Q: 3 clusters Score -3795144 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -3795163.000000 Penalty: 5089.709961
	Iteration 38Q: 3 clusters Score -3795163 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -3795176.250000 Penalty: 5089.709961
	Iteration 39Q: 3 clusters Score -3795176 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -3795171.750000 Penalty: 5089.709961
	Iteration 40F: 3 clusters Score -3795172 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -3795193.750000 Penalty: 5089.709961
	Iteration 41Q: 3 clusters Score -3795194 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3795201.750000 Penalty: 5089.709961
	Iteration 42Q: 3 clusters Score -3795202 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -3795222.500000 Penalty: 5089.709961
	Iteration 43Q: 3 clusters Score -3795222 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -3795230.000000 Penalty: 5089.709961
	Iteration 44Q: 3 clusters Score -3795230 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -3795243.250000 Penalty: 5089.709961
	Iteration 45Q: 3 clusters Score -3795243 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -3795249.000000 Penalty: 5089.709961
	Iteration 46Q: 3 clusters Score -3795249 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -3795247.000000 Penalty: 5089.709961
	Iteration 47Q: 3 clusters Score -3795247 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -3795258.000000 Penalty: 5089.709961
	Iteration 48Q: 3 clusters Score -3795258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -3795273.250000 Penalty: 5089.709961
	Iteration 49Q: 3 clusters Score -3795273 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -3795280.500000 Penalty: 5089.709961
	Iteration 50Q: 3 clusters Score -3795280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -3795281.000000 Penalty: 5089.709961
	Iteration 51Q: 3 clusters Score -3795281 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -3795287.750000 Penalty: 5089.709961
	Iteration 52Q: 3 clusters Score -3795288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3795290.500000 Penalty: 5089.709961
	Iteration 53Q: 3 clusters Score -3795290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3795304.000000 Penalty: 5089.709961
	Iteration 54Q: 3 clusters Score -3795304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -3795308.750000 Penalty: 5089.709961
	Iteration 55Q: 3 clusters Score -3795309 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -3795305.750000 Penalty: 5089.709961
	Iteration 56Q: 3 clusters Score -3795306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -3795309.000000 Penalty: 5089.709961
	Iteration 57Q: 3 clusters Score -3795309 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -3795305.250000 Penalty: 5089.709961
	Iteration 58Q: 3 clusters Score -3795305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -3795318.750000 Penalty: 5089.709961
	Iteration 59Q: 3 clusters Score -3795319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3795321.000000 Penalty: 5089.709961
	Iteration 60F: 3 clusters Score -3795321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -3795322.000000 Penalty: 5089.709961
	Iteration 61Q: 3 clusters Score -3795322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -3795323.750000 Penalty: 5089.709961
	Iteration 62Q: 3 clusters Score -3795324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3795332.250000 Penalty: 5089.709961
	Iteration 63Q: 3 clusters Score -3795332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -3795329.750000 Penalty: 5089.709961
	Iteration 64Q: 3 clusters Score -3795330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -3795329.750000 Penalty: 5089.709961
	Iteration 65Q: 3 clusters Score -3795330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -3795325.250000 Penalty: 5089.709961
	Iteration 66Q: 3 clusters Score -3795325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -3795327.500000 Penalty: 5089.709961
	Iteration 67Q: 3 clusters Score -3795328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -3795332.250000 Penalty: 5089.709961
	Iteration 68Q: 3 clusters Score -3795332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -3795336.500000 Penalty: 5089.709961
	Iteration 69Q: 3 clusters Score -3795336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -3795332.500000 Penalty: 5089.709961
	Iteration 70Q: 3 clusters Score -3795332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -3795333.250000 Penalty: 5089.709961
	Iteration 71Q: 3 clusters Score -3795333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -3795332.750000 Penalty: 5089.709961
	Iteration 72Q: 3 clusters Score -3795333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -3795330.250000 Penalty: 5089.709961
	Iteration 73Q: 3 clusters Score -3795330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -3795331.250000 Penalty: 5089.709961
	Iteration 74Q: 3 clusters Score -3795331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -3795329.000000 Penalty: 5089.709961
	Iteration 75Q: 3 clusters Score -3795329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -3795329.000000 Penalty: 5089.709961
	Iteration 76Q: 3 clusters Score -3795329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -3795331.250000 Penalty: 5089.709961
	Iteration 77Q: 3 clusters Score -3795331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -3795332.500000 Penalty: 5089.709961
	Iteration 78Q: 3 clusters Score -3795332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -3795332.500000 Penalty: 5089.709961
	Iteration 79F: 3 clusters Score -3795332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93328 members 
Mstep: Class 2 contains 49851 members 
Mstep: Class 3 contains 7458 members 
Mstep: Class 4 contains 177347 members 
Mstep: Class 5 contains 163575 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184658 members 
Mstep: Class 8 contains 49556 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38822 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 56553 members 
Mstep: Class 16 contains 4308 members 
Mstep: Class 17 contains 39614 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79749 members 
Mstep: Class 21 contains 60250 members 
Mstep: Class 22 contains 167746 members 
Mstep: Class 23 contains 176073 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 24302 members 
Entering Unmasked Estep 
Score: -180475088.000000 Penalty: 87655.367188
Splitting cluster 16 changes total score from -180475664.000000 to -180475088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (39614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Entering Unmasked Estep 
Score: -5289063.000000 Penalty: 2625.560547
	Iteration 0F: 2 clusters Score -5289063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -5262071.000000 Penalty: 5251.121094
	Iteration 0F: 3 clusters Score -5262071 nChanged 18110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -5272039.500000 Penalty: 5251.121094
	Iteration 1F: 3 clusters Score -5272040 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -5272580.500000 Penalty: 5251.121094
	Iteration 2Q: 3 clusters Score -5272580 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -5273187.000000 Penalty: 5251.121094
	Iteration 3Q: 3 clusters Score -5273187 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -5273956.500000 Penalty: 5251.121094
	Iteration 4Q: 3 clusters Score -5273956 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -5275028.500000 Penalty: 5251.121094
	Iteration 5F: 3 clusters Score -5275028 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -5276493.000000 Penalty: 5251.121094
	Iteration 6F: 3 clusters Score -5276493 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -5278551.500000 Penalty: 5251.121094
	Iteration 7F: 3 clusters Score -5278552 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -5281058.500000 Penalty: 5251.121094
	Iteration 8F: 3 clusters Score -5281058 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -5283451.000000 Penalty: 5251.121094
	Iteration 9F: 3 clusters Score -5283451 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -5285057.500000 Penalty: 5251.121094
	Iteration 10Q: 3 clusters Score -5285058 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -5285859.000000 Penalty: 5251.121094
	Iteration 11Q: 3 clusters Score -5285859 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -5286204.500000 Penalty: 5251.121094
	Iteration 12Q: 3 clusters Score -5286204 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -5286432.500000 Penalty: 5251.121094
	Iteration 13Q: 3 clusters Score -5286432 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -5286590.000000 Penalty: 5251.121094
	Iteration 14Q: 3 clusters Score -5286590 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -5286698.500000 Penalty: 5251.121094
	Iteration 15Q: 3 clusters Score -5286698 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -5286758.000000 Penalty: 5251.121094
	Iteration 16Q: 3 clusters Score -5286758 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -5286796.000000 Penalty: 5251.121094
	Iteration 17Q: 3 clusters Score -5286796 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -5286848.000000 Penalty: 5251.121094
	Iteration 18Q: 3 clusters Score -5286848 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -5286889.000000 Penalty: 5251.121094
	Iteration 19Q: 3 clusters Score -5286889 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -5286909.000000 Penalty: 5251.121094
	Iteration 20F: 3 clusters Score -5286909 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -5286932.000000 Penalty: 5251.121094
	Iteration 21Q: 3 clusters Score -5286932 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -5286961.000000 Penalty: 5251.121094
	Iteration 22Q: 3 clusters Score -5286961 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -5286965.500000 Penalty: 5251.121094
	Iteration 23Q: 3 clusters Score -5286966 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -5286990.000000 Penalty: 5251.121094
	Iteration 24Q: 3 clusters Score -5286990 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -5287011.000000 Penalty: 5251.121094
	Iteration 25Q: 3 clusters Score -5287011 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -5287021.000000 Penalty: 5251.121094
	Iteration 26Q: 3 clusters Score -5287021 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -5287031.000000 Penalty: 5251.121094
	Iteration 27Q: 3 clusters Score -5287031 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -5287044.000000 Penalty: 5251.121094
	Iteration 28Q: 3 clusters Score -5287044 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -5287055.000000 Penalty: 5251.121094
	Iteration 29Q: 3 clusters Score -5287055 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -5287070.000000 Penalty: 5251.121094
	Iteration 30Q: 3 clusters Score -5287070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -5287083.000000 Penalty: 5251.121094
	Iteration 31Q: 3 clusters Score -5287083 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -5287082.000000 Penalty: 5251.121094
	Iteration 32Q: 3 clusters Score -5287082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -5287094.500000 Penalty: 5251.121094
	Iteration 33Q: 3 clusters Score -5287094 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -5287108.000000 Penalty: 5251.121094
	Iteration 34Q: 3 clusters Score -5287108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -5287107.000000 Penalty: 5251.121094
	Iteration 35Q: 3 clusters Score -5287107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -5287116.000000 Penalty: 5251.121094
	Iteration 36Q: 3 clusters Score -5287116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -5287120.000000 Penalty: 5251.121094
	Iteration 37Q: 3 clusters Score -5287120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -5287115.000000 Penalty: 5251.121094
	Iteration 38Q: 3 clusters Score -5287115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -5287127.500000 Penalty: 5251.121094
	Iteration 39Q: 3 clusters Score -5287128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -5287129.000000 Penalty: 5251.121094
	Iteration 40F: 3 clusters Score -5287129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -5287135.500000 Penalty: 5251.121094
	Iteration 41Q: 3 clusters Score -5287136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -5287143.500000 Penalty: 5251.121094
	Iteration 42Q: 3 clusters Score -5287144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -5287154.500000 Penalty: 5251.121094
	Iteration 43Q: 3 clusters Score -5287154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -5287163.000000 Penalty: 5251.121094
	Iteration 44Q: 3 clusters Score -5287163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -5287166.000000 Penalty: 5251.121094
	Iteration 45Q: 3 clusters Score -5287166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -5287160.000000 Penalty: 5251.121094
	Iteration 46Q: 3 clusters Score -5287160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -5287158.500000 Penalty: 5251.121094
	Iteration 47Q: 3 clusters Score -5287158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -5287156.500000 Penalty: 5251.121094
	Iteration 48Q: 3 clusters Score -5287156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -5287153.500000 Penalty: 5251.121094
	Iteration 49Q: 3 clusters Score -5287154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -5287158.000000 Penalty: 5251.121094
	Iteration 50Q: 3 clusters Score -5287158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -5287165.000000 Penalty: 5251.121094
	Iteration 51Q: 3 clusters Score -5287165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -5287166.500000 Penalty: 5251.121094
	Iteration 52Q: 3 clusters Score -5287166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -5287169.500000 Penalty: 5251.121094
	Iteration 53Q: 3 clusters Score -5287170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5287177.500000 Penalty: 5251.121094
	Iteration 54Q: 3 clusters Score -5287178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -5287178.500000 Penalty: 5251.121094
	Iteration 55Q: 3 clusters Score -5287178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -5287184.500000 Penalty: 5251.121094
	Iteration 56Q: 3 clusters Score -5287184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5287190.000000 Penalty: 5251.121094
	Iteration 57Q: 3 clusters Score -5287190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5287188.500000 Penalty: 5251.121094
	Iteration 58Q: 3 clusters Score -5287188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -5287187.000000 Penalty: 5251.121094
	Iteration 59Q: 3 clusters Score -5287187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -5287187.500000 Penalty: 5251.121094
	Iteration 60F: 3 clusters Score -5287188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -5287183.000000 Penalty: 5251.121094
	Iteration 61Q: 3 clusters Score -5287183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -5287180.000000 Penalty: 5251.121094
	Iteration 62Q: 3 clusters Score -5287180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -5287187.000000 Penalty: 5251.121094
	Iteration 63Q: 3 clusters Score -5287187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -5287188.000000 Penalty: 5251.121094
	Iteration 64Q: 3 clusters Score -5287188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -5287188.000000 Penalty: 5251.121094
	Iteration 65F: 3 clusters Score -5287188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -64386.003906 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -64386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62826.941406 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -62826.94 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62977.054688 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -62977.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -63034.957031 Penalty: 3092.267822
	Iteration 2Q: 3 clusters Score -63034.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63061.691406 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -63061.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63072.347656 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -63072.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63074.218750 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -63074.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63074.218750 Penalty: 3092.267822
	Iteration 6F: 3 clusters Score -63074.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -41466.406250 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -41466.41 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 163 members 
Entering Unmasked Estep 
Score: -40129.199219 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -40129.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40221.378906 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -40221.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40264.269531 Penalty: 2902.692383
	Iteration 2Q: 3 clusters Score -40264.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40283.242188 Penalty: 2902.692383
	Iteration 3Q: 3 clusters Score -40283.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40287.503906 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -40287.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40291.222656 Penalty: 2902.692383
	Iteration 5Q: 3 clusters Score -40291.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40291.222656 Penalty: 2902.692383
	Iteration 6F: 3 clusters Score -40291.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (79749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79749 members 
Entering Unmasked Estep 
Score: -10739544.000000 Penalty: 2799.086426
	Iteration 0F: 2 clusters Score -1.073954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -10686207.000000 Penalty: 5598.172852
	Iteration 0F: 3 clusters Score -1.068621e+07 nChanged 37465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -10708009.000000 Penalty: 5598.172852
	Iteration 1F: 3 clusters Score -1.070801e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -10710006.000000 Penalty: 5598.172852
	Iteration 2F: 3 clusters Score -1.071001e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -10713659.000000 Penalty: 5598.172852
	Iteration 3F: 3 clusters Score -1.071366e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 57006 members 
Entering Unmasked Estep 
Score: -10719233.000000 Penalty: 5598.172852
	Iteration 4F: 3 clusters Score -1.071923e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 62603 members 
Entering Unmasked Estep 
Score: -10725214.000000 Penalty: 5598.172852
	Iteration 5F: 3 clusters Score -1.072521e+07 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 67257 members 
Entering Unmasked Estep 
Score: -10730160.000000 Penalty: 5598.172852
	Iteration 6F: 3 clusters Score -1.073016e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 70511 members 
Entering Unmasked Estep 
Score: -10733207.000000 Penalty: 5598.172852
	Iteration 7Q: 3 clusters Score -1.073321e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 72628 members 
Entering Unmasked Estep 
Score: -10735216.000000 Penalty: 5598.172852
	Iteration 8Q: 3 clusters Score -1.073522e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 73926 members 
Entering Unmasked Estep 
Score: -10736363.000000 Penalty: 5598.172852
	Iteration 9Q: 3 clusters Score -1.073636e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 74670 members 
Entering Unmasked Estep 
Score: -10737042.000000 Penalty: 5598.172852
	Iteration 10Q: 3 clusters Score -1.073704e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 75126 members 
Entering Unmasked Estep 
Score: -10737356.000000 Penalty: 5598.172852
	Iteration 11Q: 3 clusters Score -1.073736e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 75435 members 
Entering Unmasked Estep 
Score: -10737500.000000 Penalty: 5598.172852
	Iteration 12Q: 3 clusters Score -1.07375e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 75696 members 
Entering Unmasked Estep 
Score: -10737621.000000 Penalty: 5598.172852
	Iteration 13Q: 3 clusters Score -1.073762e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 75885 members 
Entering Unmasked Estep 
Score: -10737671.000000 Penalty: 5598.172852
	Iteration 14Q: 3 clusters Score -1.073767e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 76041 members 
Entering Unmasked Estep 
Score: -10737702.000000 Penalty: 5598.172852
	Iteration 15Q: 3 clusters Score -1.07377e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 76187 members 
Entering Unmasked Estep 
Score: -10737741.000000 Penalty: 5598.172852
	Iteration 16Q: 3 clusters Score -1.073774e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 76312 members 
Entering Unmasked Estep 
Score: -10737743.000000 Penalty: 5598.172852
	Iteration 17Q: 3 clusters Score -1.073774e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 76419 members 
Entering Unmasked Estep 
Score: -10737741.000000 Penalty: 5598.172852
	Iteration 18Q: 3 clusters Score -1.073774e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 76517 members 
Entering Unmasked Estep 
Score: -10737740.000000 Penalty: 5598.172852
	Iteration 19Q: 3 clusters Score -1.073774e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 76606 members 
Entering Unmasked Estep 
Score: -10737774.000000 Penalty: 5598.172852
	Iteration 20F: 3 clusters Score -1.073777e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 76687 members 
Entering Unmasked Estep 
Score: -10737791.000000 Penalty: 5598.172852
	Iteration 21Q: 3 clusters Score -1.073779e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 76771 members 
Entering Unmasked Estep 
Score: -10737808.000000 Penalty: 5598.172852
	Iteration 22Q: 3 clusters Score -1.073781e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 76852 members 
Entering Unmasked Estep 
Score: -10737827.000000 Penalty: 5598.172852
	Iteration 23Q: 3 clusters Score -1.073783e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 76936 members 
Entering Unmasked Estep 
Score: -10737851.000000 Penalty: 5598.172852
	Iteration 24Q: 3 clusters Score -1.073785e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 77014 members 
Entering Unmasked Estep 
Score: -10737882.000000 Penalty: 5598.172852
	Iteration 25Q: 3 clusters Score -1.073788e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 77088 members 
Entering Unmasked Estep 
Score: -10737902.000000 Penalty: 5598.172852
	Iteration 26Q: 3 clusters Score -1.07379e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 77138 members 
Entering Unmasked Estep 
Score: -10737895.000000 Penalty: 5598.172852
	Iteration 27Q: 3 clusters Score -1.07379e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 77186 members 
Entering Unmasked Estep 
Score: -10737902.000000 Penalty: 5598.172852
	Iteration 28Q: 3 clusters Score -1.07379e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 77213 members 
Entering Unmasked Estep 
Score: -10737916.000000 Penalty: 5598.172852
	Iteration 29Q: 3 clusters Score -1.073792e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 77244 members 
Entering Unmasked Estep 
Score: -10737913.000000 Penalty: 5598.172852
	Iteration 30Q: 3 clusters Score -1.073791e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 77264 members 
Entering Unmasked Estep 
Score: -10737932.000000 Penalty: 5598.172852
	Iteration 31Q: 3 clusters Score -1.073793e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 77288 members 
Entering Unmasked Estep 
Score: -10737940.000000 Penalty: 5598.172852
	Iteration 32Q: 3 clusters Score -1.073794e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 77304 members 
Entering Unmasked Estep 
Score: -10737935.000000 Penalty: 5598.172852
	Iteration 33Q: 3 clusters Score -1.073794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 77318 members 
Entering Unmasked Estep 
Score: -10737935.000000 Penalty: 5598.172852
	Iteration 34Q: 3 clusters Score -1.073794e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 77336 members 
Entering Unmasked Estep 
Score: -10737933.000000 Penalty: 5598.172852
	Iteration 35Q: 3 clusters Score -1.073793e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 77358 members 
Entering Unmasked Estep 
Score: -10737941.000000 Penalty: 5598.172852
	Iteration 36Q: 3 clusters Score -1.073794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 77371 members 
Entering Unmasked Estep 
Score: -10737924.000000 Penalty: 5598.172852
	Iteration 37Q: 3 clusters Score -1.073792e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 77385 members 
Entering Unmasked Estep 
Score: -10737928.000000 Penalty: 5598.172852
	Iteration 38Q: 3 clusters Score -1.073793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 77394 members 
Entering Unmasked Estep 
Score: -10737927.000000 Penalty: 5598.172852
	Iteration 39Q: 3 clusters Score -1.073793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 77398 members 
Entering Unmasked Estep 
Score: -10737925.000000 Penalty: 5598.172852
	Iteration 40F: 3 clusters Score -1.073792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 77401 members 
Entering Unmasked Estep 
Score: -10737926.000000 Penalty: 5598.172852
	Iteration 41Q: 3 clusters Score -1.073793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 77405 members 
Entering Unmasked Estep 
Score: -10737932.000000 Penalty: 5598.172852
	Iteration 42Q: 3 clusters Score -1.073793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 77405 members 
Entering Unmasked Estep 
Score: -10737932.000000 Penalty: 5598.172852
	Iteration 43F: 3 clusters Score -1.073793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (60250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60250 members 
Entering Unmasked Estep 
Score: -8114668.500000 Penalty: 2729.552002
	Iteration 0F: 2 clusters Score -8114668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -8074246.500000 Penalty: 5459.104004
	Iteration 0F: 3 clusters Score -8074246 nChanged 28095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -8090138.500000 Penalty: 5459.104004
	Iteration 1F: 3 clusters Score -8090138 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -8091526.500000 Penalty: 5459.104004
	Iteration 2F: 3 clusters Score -8091526 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -8093774.000000 Penalty: 5459.104004
	Iteration 3F: 3 clusters Score -8093774 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -8097558.500000 Penalty: 5459.104004
	Iteration 4F: 3 clusters Score -8097558 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 47723 members 
Entering Unmasked Estep 
Score: -8102225.000000 Penalty: 5459.104004
	Iteration 5F: 3 clusters Score -8102225 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -8106445.500000 Penalty: 5459.104004
	Iteration 6F: 3 clusters Score -8106446 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 54842 members 
Entering Unmasked Estep 
Score: -8109328.000000 Penalty: 5459.104004
	Iteration 7F: 3 clusters Score -8109328 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -8111031.000000 Penalty: 5459.104004
	Iteration 8Q: 3 clusters Score -8111031 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 57351 members 
Entering Unmasked Estep 
Score: -8111925.500000 Penalty: 5459.104004
	Iteration 9Q: 3 clusters Score -8111926 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 57706 members 
Entering Unmasked Estep 
Score: -8112482.000000 Penalty: 5459.104004
	Iteration 10Q: 3 clusters Score -8112482 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -8112715.000000 Penalty: 5459.104004
	Iteration 11Q: 3 clusters Score -8112715 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 57917 members 
Entering Unmasked Estep 
Score: -8112810.500000 Penalty: 5459.104004
	Iteration 12Q: 3 clusters Score -8112810 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
Score: -8112844.000000 Penalty: 5459.104004
	Iteration 13Q: 3 clusters Score -8112844 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 57979 members 
Entering Unmasked Estep 
Score: -8112865.000000 Penalty: 5459.104004
	Iteration 14Q: 3 clusters Score -8112865 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 57984 members 
Entering Unmasked Estep 
Score: -8112878.000000 Penalty: 5459.104004
	Iteration 15Q: 3 clusters Score -8112878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 57995 members 
Entering Unmasked Estep 
Score: -8112890.000000 Penalty: 5459.104004
	Iteration 16Q: 3 clusters Score -8112890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 57999 members 
Entering Unmasked Estep 
Score: -8112906.500000 Penalty: 5459.104004
	Iteration 17Q: 3 clusters Score -8112906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 58005 members 
Entering Unmasked Estep 
Score: -8112899.500000 Penalty: 5459.104004
	Iteration 18Q: 3 clusters Score -8112900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 58019 members 
Entering Unmasked Estep 
Score: -8112913.500000 Penalty: 5459.104004
	Iteration 19Q: 3 clusters Score -8112914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 58031 members 
Entering Unmasked Estep 
Score: -8112929.000000 Penalty: 5459.104004
	Iteration 20F: 3 clusters Score -8112929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 58032 members 
Entering Unmasked Estep 
Score: -8112915.500000 Penalty: 5459.104004
	Iteration 21Q: 3 clusters Score -8112916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
Score: -8112917.500000 Penalty: 5459.104004
	Iteration 22Q: 3 clusters Score -8112918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 58032 members 
Entering Unmasked Estep 
Score: -8112920.000000 Penalty: 5459.104004
	Iteration 23Q: 3 clusters Score -8112920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 58032 members 
Entering Unmasked Estep 
Score: -8112920.000000 Penalty: 5459.104004
	Iteration 24F: 3 clusters Score -8112920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (167746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167746 members 
Entering Unmasked Estep 
Score: -22360826.000000 Penalty: 2983.491211
	Iteration 0F: 2 clusters Score -2.236083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83713 members 
Mstep: Class 2 contains 84033 members 
Entering Unmasked Estep 
Score: -22252760.000000 Penalty: 5966.982422
	Iteration 0F: 3 clusters Score -2.225276e+07 nChanged 80451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79078 members 
Mstep: Class 2 contains 88668 members 
Entering Unmasked Estep 
Score: -22300138.000000 Penalty: 5966.982422
	Iteration 1F: 3 clusters Score -2.230014e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76223 members 
Mstep: Class 2 contains 91523 members 
Entering Unmasked Estep 
Score: -22301606.000000 Penalty: 5966.982422
	Iteration 2Q: 3 clusters Score -2.230161e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71980 members 
Mstep: Class 2 contains 95766 members 
Entering Unmasked Estep 
Score: -22303824.000000 Penalty: 5966.982422
	Iteration 3Q: 3 clusters Score -2.230382e+07 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65775 members 
Mstep: Class 2 contains 101971 members 
Entering Unmasked Estep 
Score: -22307366.000000 Penalty: 5966.982422
	Iteration 4Q: 3 clusters Score -2.230737e+07 nChanged 9862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57611 members 
Mstep: Class 2 contains 110135 members 
Entering Unmasked Estep 
Score: -22312372.000000 Penalty: 5966.982422
	Iteration 5F: 3 clusters Score -2.231237e+07 nChanged 11259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 120280 members 
Entering Unmasked Estep 
Score: -22319814.000000 Penalty: 5966.982422
	Iteration 6F: 3 clusters Score -2.231981e+07 nChanged 12234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 131832 members 
Entering Unmasked Estep 
Score: -22329038.000000 Penalty: 5966.982422
	Iteration 7F: 3 clusters Score -2.232904e+07 nChanged 11869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 143463 members 
Entering Unmasked Estep 
Score: -22339738.000000 Penalty: 5966.982422
	Iteration 8F: 3 clusters Score -2.233974e+07 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 153702 members 
Entering Unmasked Estep 
Score: -22349456.000000 Penalty: 5966.982422
	Iteration 9F: 3 clusters Score -2.234946e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 161027 members 
Entering Unmasked Estep 
Score: -22355254.000000 Penalty: 5966.982422
	Iteration 10Q: 3 clusters Score -2.235525e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 165013 members 
Entering Unmasked Estep 
Score: -22357482.000000 Penalty: 5966.982422
	Iteration 11Q: 3 clusters Score -2.235748e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 166626 members 
Entering Unmasked Estep 
Score: -22357974.000000 Penalty: 5966.982422
	Iteration 12Q: 3 clusters Score -2.235797e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 167135 members 
Entering Unmasked Estep 
Score: -22358168.000000 Penalty: 5966.982422
	Iteration 13Q: 3 clusters Score -2.235817e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 167303 members 
Entering Unmasked Estep 
Score: -22358232.000000 Penalty: 5966.982422
	Iteration 14Q: 3 clusters Score -2.235823e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 167363 members 
Entering Unmasked Estep 
Score: -22358272.000000 Penalty: 5966.982422
	Iteration 15Q: 3 clusters Score -2.235827e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 167398 members 
Entering Unmasked Estep 
Score: -22358304.000000 Penalty: 5966.982422
	Iteration 16Q: 3 clusters Score -2.23583e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 167417 members 
Entering Unmasked Estep 
Score: -22358334.000000 Penalty: 5966.982422
	Iteration 17Q: 3 clusters Score -2.235833e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 167434 members 
Entering Unmasked Estep 
Score: -22358316.000000 Penalty: 5966.982422
	Iteration 18Q: 3 clusters Score -2.235832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 167443 members 
Entering Unmasked Estep 
Score: -22358342.000000 Penalty: 5966.982422
	Iteration 19Q: 3 clusters Score -2.235834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 167447 members 
Entering Unmasked Estep 
Score: -22358350.000000 Penalty: 5966.982422
	Iteration 20F: 3 clusters Score -2.235835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 167449 members 
Entering Unmasked Estep 
Score: -22358352.000000 Penalty: 5966.982422
	Iteration 21Q: 3 clusters Score -2.235835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 167452 members 
Entering Unmasked Estep 
Score: -22358360.000000 Penalty: 5966.982422
	Iteration 22Q: 3 clusters Score -2.235836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 167454 members 
Entering Unmasked Estep 
Score: -22358362.000000 Penalty: 5966.982422
	Iteration 23Q: 3 clusters Score -2.235836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 167456 members 
Entering Unmasked Estep 
Score: -22358366.000000 Penalty: 5966.982422
	Iteration 24Q: 3 clusters Score -2.235837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 167460 members 
Entering Unmasked Estep 
Score: -22358362.000000 Penalty: 5966.982422
	Iteration 25Q: 3 clusters Score -2.235836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 167462 members 
Entering Unmasked Estep 
Score: -22358358.000000 Penalty: 5966.982422
	Iteration 26Q: 3 clusters Score -2.235836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 167463 members 
Entering Unmasked Estep 
Score: -22358366.000000 Penalty: 5966.982422
	Iteration 27Q: 3 clusters Score -2.235837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 167464 members 
Entering Unmasked Estep 
Score: -22358370.000000 Penalty: 5966.982422
	Iteration 28Q: 3 clusters Score -2.235837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 167464 members 
Entering Unmasked Estep 
Score: -22358370.000000 Penalty: 5966.982422
	Iteration 29F: 3 clusters Score -2.235837e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176073 members 
Entering Unmasked Estep 
Score: -23601872.000000 Penalty: 2995.506348
	Iteration 0F: 2 clusters Score -2.360187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87930 members 
Mstep: Class 2 contains 88143 members 
Entering Unmasked Estep 
Score: -23489818.000000 Penalty: 5991.012695
	Iteration 0F: 3 clusters Score -2.348982e+07 nChanged 84652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87836 members 
Mstep: Class 2 contains 88237 members 
Entering Unmasked Estep 
Score: -23538904.000000 Penalty: 5991.012695
	Iteration 1F: 3 clusters Score -2.35389e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88059 members 
Mstep: Class 2 contains 88014 members 
Entering Unmasked Estep 
Score: -23539806.000000 Penalty: 5991.012695
	Iteration 2Q: 3 clusters Score -2.353981e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88438 members 
Mstep: Class 2 contains 87635 members 
Entering Unmasked Estep 
Score: -23540574.000000 Penalty: 5991.012695
	Iteration 3Q: 3 clusters Score -2.354057e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89179 members 
Mstep: Class 2 contains 86894 members 
Entering Unmasked Estep 
Score: -23541634.000000 Penalty: 5991.012695
	Iteration 4Q: 3 clusters Score -2.354163e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90365 members 
Mstep: Class 2 contains 85708 members 
Entering Unmasked Estep 
Score: -23542990.000000 Penalty: 5991.012695
	Iteration 5Q: 3 clusters Score -2.354299e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92096 members 
Mstep: Class 2 contains 83977 members 
Entering Unmasked Estep 
Score: -23544898.000000 Penalty: 5991.012695
	Iteration 6Q: 3 clusters Score -2.35449e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94475 members 
Mstep: Class 2 contains 81598 members 
Entering Unmasked Estep 
Score: -23547102.000000 Penalty: 5991.012695
	Iteration 7Q: 3 clusters Score -2.35471e+07 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97579 members 
Mstep: Class 2 contains 78494 members 
Entering Unmasked Estep 
Score: -23549424.000000 Penalty: 5991.012695
	Iteration 8Q: 3 clusters Score -2.354942e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101393 members 
Mstep: Class 2 contains 74680 members 
Entering Unmasked Estep 
Score: -23552574.000000 Penalty: 5991.012695
	Iteration 9Q: 3 clusters Score -2.355257e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105975 members 
Mstep: Class 2 contains 70098 members 
Entering Unmasked Estep 
Score: -23555604.000000 Penalty: 5991.012695
	Iteration 10Q: 3 clusters Score -2.35556e+07 nChanged 8398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111573 members 
Mstep: Class 2 contains 64500 members 
Entering Unmasked Estep 
Score: -23558880.000000 Penalty: 5991.012695
	Iteration 11Q: 3 clusters Score -2.355888e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118261 members 
Mstep: Class 2 contains 57812 members 
Entering Unmasked Estep 
Score: -23562566.000000 Penalty: 5991.012695
	Iteration 12Q: 3 clusters Score -2.356257e+07 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126338 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -23566978.000000 Penalty: 5991.012695
	Iteration 13F: 3 clusters Score -2.356698e+07 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135684 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -23572638.000000 Penalty: 5991.012695
	Iteration 14F: 3 clusters Score -2.357264e+07 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145882 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -23580408.000000 Penalty: 5991.012695
	Iteration 15F: 3 clusters Score -2.358041e+07 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156051 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -23588410.000000 Penalty: 5991.012695
	Iteration 16F: 3 clusters Score -2.358841e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164977 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -23594554.000000 Penalty: 5991.012695
	Iteration 17F: 3 clusters Score -2.359455e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170849 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -23597764.000000 Penalty: 5991.012695
	Iteration 18Q: 3 clusters Score -2.359776e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173807 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -23598894.000000 Penalty: 5991.012695
	Iteration 19Q: 3 clusters Score -2.359889e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174916 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -23599210.000000 Penalty: 5991.012695
	Iteration 20F: 3 clusters Score -2.359921e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175341 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -23599284.000000 Penalty: 5991.012695
	Iteration 21Q: 3 clusters Score -2.359928e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175504 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -23599302.000000 Penalty: 5991.012695
	Iteration 22Q: 3 clusters Score -2.35993e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175584 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -23599336.000000 Penalty: 5991.012695
	Iteration 23Q: 3 clusters Score -2.359934e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175621 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -23599396.000000 Penalty: 5991.012695
	Iteration 24Q: 3 clusters Score -2.35994e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175646 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -23599378.000000 Penalty: 5991.012695
	Iteration 25Q: 3 clusters Score -2.359938e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175657 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -23599376.000000 Penalty: 5991.012695
	Iteration 26Q: 3 clusters Score -2.359938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175663 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -23599402.000000 Penalty: 5991.012695
	Iteration 27Q: 3 clusters Score -2.35994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175671 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -23599410.000000 Penalty: 5991.012695
	Iteration 28Q: 3 clusters Score -2.359941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175677 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -23599414.000000 Penalty: 5991.012695
	Iteration 29Q: 3 clusters Score -2.359941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175680 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -23599414.000000 Penalty: 5991.012695
	Iteration 30Q: 3 clusters Score -2.359941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175683 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -23599412.000000 Penalty: 5991.012695
	Iteration 31Q: 3 clusters Score -2.359941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175682 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -23599414.000000 Penalty: 5991.012695
	Iteration 32Q: 3 clusters Score -2.359941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175682 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -23599414.000000 Penalty: 5991.012695
	Iteration 33F: 3 clusters Score -2.359941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -19511.080078 Penalty: 1285.082397
	Iteration 0F: 2 clusters Score -19511.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18437.947266 Penalty: 2570.164795
	Iteration 0F: 3 clusters Score -18437.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18492.271484 Penalty: 2570.164795
	Iteration 1F: 3 clusters Score -18492.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18518.222656 Penalty: 2570.164795
	Iteration 2Q: 3 clusters Score -18518.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18520.310547 Penalty: 2570.164795
	Iteration 3Q: 3 clusters Score -18520.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18520.310547 Penalty: 2570.164795
	Iteration 4F: 3 clusters Score -18520.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93328 members 
Mstep: Class 2 contains 49851 members 
Mstep: Class 3 contains 7458 members 
Mstep: Class 4 contains 177347 members 
Mstep: Class 5 contains 163575 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184658 members 
Mstep: Class 8 contains 49556 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38822 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 56553 members 
Mstep: Class 16 contains 28610 members 
Mstep: Class 17 contains 39614 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79749 members 
Mstep: Class 21 contains 60250 members 
Mstep: Class 22 contains 167746 members 
Mstep: Class 23 contains 176073 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475520.000000 Penalty: 84149.148438
Iteration 399Q: 25 clusters Score -1.804755e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93341 members 
Mstep: Class 2 contains 49846 members 
Mstep: Class 3 contains 7459 members 
Mstep: Class 4 contains 177292 members 
Mstep: Class 5 contains 163589 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184649 members 
Mstep: Class 8 contains 49557 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38818 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 56523 members 
Mstep: Class 16 contains 28637 members 
Mstep: Class 17 contains 39603 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79746 members 
Mstep: Class 21 contains 60240 members 
Mstep: Class 22 contains 167765 members 
Mstep: Class 23 contains 176125 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475504.000000 Penalty: 84149.148438
Iteration 400F: 25 clusters Score -1.804755e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93346 members 
Mstep: Class 2 contains 49850 members 
Mstep: Class 3 contains 7460 members 
Mstep: Class 4 contains 177263 members 
Mstep: Class 5 contains 163590 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184627 members 
Mstep: Class 8 contains 49550 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38815 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 56494 members 
Mstep: Class 16 contains 28664 members 
Mstep: Class 17 contains 39596 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79727 members 
Mstep: Class 21 contains 60222 members 
Mstep: Class 22 contains 167797 members 
Mstep: Class 23 contains 176189 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475584.000000 Penalty: 84149.148438
Iteration 401Q: 25 clusters Score -1.804756e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93348 members 
Mstep: Class 2 contains 49865 members 
Mstep: Class 3 contains 7461 members 
Mstep: Class 4 contains 177240 members 
Mstep: Class 5 contains 163582 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184597 members 
Mstep: Class 8 contains 49544 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38812 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 56463 members 
Mstep: Class 16 contains 28689 members 
Mstep: Class 17 contains 39585 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79725 members 
Mstep: Class 21 contains 60206 members 
Mstep: Class 22 contains 167817 members 
Mstep: Class 23 contains 176256 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475600.000000 Penalty: 84149.148438
Iteration 402Q: 25 clusters Score -1.804756e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93353 members 
Mstep: Class 2 contains 49881 members 
Mstep: Class 3 contains 7461 members 
Mstep: Class 4 contains 177184 members 
Mstep: Class 5 contains 163593 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184594 members 
Mstep: Class 8 contains 49538 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38807 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 56418 members 
Mstep: Class 16 contains 28701 members 
Mstep: Class 17 contains 39579 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79726 members 
Mstep: Class 21 contains 60186 members 
Mstep: Class 22 contains 167856 members 
Mstep: Class 23 contains 176313 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475344.000000 Penalty: 84149.148438
Iteration 403Q: 25 clusters Score -1.804753e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93365 members 
Mstep: Class 2 contains 49889 members 
Mstep: Class 3 contains 7461 members 
Mstep: Class 4 contains 177165 members 
Mstep: Class 5 contains 163656 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184564 members 
Mstep: Class 8 contains 49533 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38800 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 56378 members 
Mstep: Class 16 contains 28715 members 
Mstep: Class 17 contains 39575 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79726 members 
Mstep: Class 21 contains 60155 members 
Mstep: Class 22 contains 167914 members 
Mstep: Class 23 contains 176293 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475296.000000 Penalty: 84149.148438
Iteration 404Q: 25 clusters Score -1.804753e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93373 members 
Mstep: Class 2 contains 49900 members 
Mstep: Class 3 contains 7461 members 
Mstep: Class 4 contains 177149 members 
Mstep: Class 5 contains 163736 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184534 members 
Mstep: Class 8 contains 49526 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38793 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 56345 members 
Mstep: Class 16 contains 28749 members 
Mstep: Class 17 contains 39572 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79729 members 
Mstep: Class 21 contains 60126 members 
Mstep: Class 22 contains 167950 members 
Mstep: Class 23 contains 176246 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475200.000000 Penalty: 84149.148438
Iteration 405Q: 25 clusters Score -1.804752e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93386 members 
Mstep: Class 2 contains 49915 members 
Mstep: Class 3 contains 7461 members 
Mstep: Class 4 contains 177145 members 
Mstep: Class 5 contains 163763 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184516 members 
Mstep: Class 8 contains 49523 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38793 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 56314 members 
Mstep: Class 16 contains 28773 members 
Mstep: Class 17 contains 39562 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79743 members 
Mstep: Class 21 contains 60111 members 
Mstep: Class 22 contains 167985 members 
Mstep: Class 23 contains 176199 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475328.000000 Penalty: 84149.148438
Iteration 406Q: 25 clusters Score -1.804753e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93387 members 
Mstep: Class 2 contains 49925 members 
Mstep: Class 3 contains 7461 members 
Mstep: Class 4 contains 177153 members 
Mstep: Class 5 contains 163761 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184503 members 
Mstep: Class 8 contains 49511 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38793 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 1004 members 
Mstep: Class 15 contains 56280 members 
Mstep: Class 16 contains 28787 members 
Mstep: Class 17 contains 39562 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79756 members 
Mstep: Class 21 contains 60095 members 
Mstep: Class 22 contains 168029 members 
Mstep: Class 23 contains 176187 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475344.000000 Penalty: 84149.148438
Iteration 407Q: 25 clusters Score -1.804753e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93388 members 
Mstep: Class 2 contains 49940 members 
Mstep: Class 3 contains 7462 members 
Mstep: Class 4 contains 177171 members 
Mstep: Class 5 contains 163759 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184487 members 
Mstep: Class 8 contains 49502 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38794 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 1005 members 
Mstep: Class 15 contains 56243 members 
Mstep: Class 16 contains 28799 members 
Mstep: Class 17 contains 39557 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79750 members 
Mstep: Class 21 contains 60067 members 
Mstep: Class 22 contains 168053 members 
Mstep: Class 23 contains 176217 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475376.000000 Penalty: 84149.148438
Iteration 408Q: 25 clusters Score -1.804754e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93385 members 
Mstep: Class 2 contains 49953 members 
Mstep: Class 3 contains 7462 members 
Mstep: Class 4 contains 177183 members 
Mstep: Class 5 contains 163761 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184484 members 
Mstep: Class 8 contains 49485 members 
Mstep: Class 9 contains 2658 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38794 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 56217 members 
Mstep: Class 16 contains 28807 members 
Mstep: Class 17 contains 39559 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79754 members 
Mstep: Class 21 contains 60050 members 
Mstep: Class 22 contains 168086 members 
Mstep: Class 23 contains 176208 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475440.000000 Penalty: 84149.148438
Iteration 409Q: 25 clusters Score -1.804754e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93393 members 
Mstep: Class 2 contains 49972 members 
Mstep: Class 3 contains 7464 members 
Mstep: Class 4 contains 177222 members 
Mstep: Class 5 contains 163755 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184459 members 
Mstep: Class 8 contains 49465 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38791 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 56188 members 
Mstep: Class 16 contains 28814 members 
Mstep: Class 17 contains 39557 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79754 members 
Mstep: Class 21 contains 60037 members 
Mstep: Class 22 contains 168127 members 
Mstep: Class 23 contains 176191 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475536.000000 Penalty: 84149.148438
Iteration 410Q: 25 clusters Score -1.804755e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93393 members 
Mstep: Class 2 contains 49999 members 
Mstep: Class 3 contains 7466 members 
Mstep: Class 4 contains 177246 members 
Mstep: Class 5 contains 163767 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184439 members 
Mstep: Class 8 contains 49461 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38793 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 56154 members 
Mstep: Class 16 contains 28820 members 
Mstep: Class 17 contains 39561 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79759 members 
Mstep: Class 21 contains 60027 members 
Mstep: Class 22 contains 168170 members 
Mstep: Class 23 contains 176134 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475648.000000 Penalty: 84149.148438
Iteration 411Q: 25 clusters Score -1.804756e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93401 members 
Mstep: Class 2 contains 50019 members 
Mstep: Class 3 contains 7471 members 
Mstep: Class 4 contains 177260 members 
Mstep: Class 5 contains 163763 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184423 members 
Mstep: Class 8 contains 49457 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38790 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 912 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 56120 members 
Mstep: Class 16 contains 28834 members 
Mstep: Class 17 contains 39566 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79752 members 
Mstep: Class 21 contains 60018 members 
Mstep: Class 22 contains 168191 members 
Mstep: Class 23 contains 176124 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475600.000000 Penalty: 84149.148438
Iteration 412Q: 25 clusters Score -1.804756e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93397 members 
Mstep: Class 2 contains 50044 members 
Mstep: Class 3 contains 7477 members 
Mstep: Class 4 contains 177293 members 
Mstep: Class 5 contains 163767 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184410 members 
Mstep: Class 8 contains 49455 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38789 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 56086 members 
Mstep: Class 16 contains 28858 members 
Mstep: Class 17 contains 39564 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79738 members 
Mstep: Class 21 contains 60015 members 
Mstep: Class 22 contains 168200 members 
Mstep: Class 23 contains 176095 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475920.000000 Penalty: 84149.148438
Iteration 413Q: 25 clusters Score -1.804759e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93393 members 
Mstep: Class 2 contains 50059 members 
Mstep: Class 3 contains 7480 members 
Mstep: Class 4 contains 177305 members 
Mstep: Class 5 contains 163794 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184387 members 
Mstep: Class 8 contains 49450 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38789 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 56058 members 
Mstep: Class 16 contains 28876 members 
Mstep: Class 17 contains 39570 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79733 members 
Mstep: Class 21 contains 60007 members 
Mstep: Class 22 contains 168210 members 
Mstep: Class 23 contains 176077 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475728.000000 Penalty: 84149.148438
Iteration 414Q: 25 clusters Score -1.804757e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93388 members 
Mstep: Class 2 contains 50070 members 
Mstep: Class 3 contains 7480 members 
Mstep: Class 4 contains 177322 members 
Mstep: Class 5 contains 163813 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184350 members 
Mstep: Class 8 contains 49450 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38785 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1005 members 
Mstep: Class 15 contains 56035 members 
Mstep: Class 16 contains 28880 members 
Mstep: Class 17 contains 39567 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79725 members 
Mstep: Class 21 contains 60012 members 
Mstep: Class 22 contains 168198 members 
Mstep: Class 23 contains 176114 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476160.000000 Penalty: 84149.148438
Iteration 415Q: 25 clusters Score -1.804762e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93390 members 
Mstep: Class 2 contains 50086 members 
Mstep: Class 3 contains 7480 members 
Mstep: Class 4 contains 177321 members 
Mstep: Class 5 contains 163825 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184325 members 
Mstep: Class 8 contains 49454 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38780 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1005 members 
Mstep: Class 15 contains 55998 members 
Mstep: Class 16 contains 28892 members 
Mstep: Class 17 contains 39570 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79724 members 
Mstep: Class 21 contains 60011 members 
Mstep: Class 22 contains 168190 members 
Mstep: Class 23 contains 176143 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476176.000000 Penalty: 84149.148438
Iteration 416Q: 25 clusters Score -1.804762e+08 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93394 members 
Mstep: Class 2 contains 50095 members 
Mstep: Class 3 contains 7481 members 
Mstep: Class 4 contains 177298 members 
Mstep: Class 5 contains 163873 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184308 members 
Mstep: Class 8 contains 49449 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38773 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 55962 members 
Mstep: Class 16 contains 28895 members 
Mstep: Class 17 contains 39578 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79723 members 
Mstep: Class 21 contains 60020 members 
Mstep: Class 22 contains 168179 members 
Mstep: Class 23 contains 176160 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476208.000000 Penalty: 84149.148438
Iteration 417Q: 25 clusters Score -1.804762e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93394 members 
Mstep: Class 2 contains 50106 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 177285 members 
Mstep: Class 5 contains 163893 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184302 members 
Mstep: Class 8 contains 49445 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38776 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 55931 members 
Mstep: Class 16 contains 28899 members 
Mstep: Class 17 contains 39589 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79723 members 
Mstep: Class 21 contains 60021 members 
Mstep: Class 22 contains 168214 members 
Mstep: Class 23 contains 176128 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476224.000000 Penalty: 84149.148438
Iteration 418Q: 25 clusters Score -1.804762e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93400 members 
Mstep: Class 2 contains 50123 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 177254 members 
Mstep: Class 5 contains 163903 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184299 members 
Mstep: Class 8 contains 49456 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38773 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 55890 members 
Mstep: Class 16 contains 28902 members 
Mstep: Class 17 contains 39598 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79727 members 
Mstep: Class 21 contains 60029 members 
Mstep: Class 22 contains 168258 members 
Mstep: Class 23 contains 176094 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475920.000000 Penalty: 84149.148438
Iteration 419Q: 25 clusters Score -1.804759e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93402 members 
Mstep: Class 2 contains 50129 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 177219 members 
Mstep: Class 5 contains 163940 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184282 members 
Mstep: Class 8 contains 49456 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38773 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 55857 members 
Mstep: Class 16 contains 28917 members 
Mstep: Class 17 contains 39604 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79720 members 
Mstep: Class 21 contains 60032 members 
Mstep: Class 22 contains 168286 members 
Mstep: Class 23 contains 176089 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475680.000000 Penalty: 84149.148438
Iteration 420F: 25 clusters Score -1.804757e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93411 members 
Mstep: Class 2 contains 50134 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 177197 members 
Mstep: Class 5 contains 163943 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184263 members 
Mstep: Class 8 contains 49457 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38776 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 55827 members 
Mstep: Class 16 contains 28942 members 
Mstep: Class 17 contains 39616 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79726 members 
Mstep: Class 21 contains 60020 members 
Mstep: Class 22 contains 168320 members 
Mstep: Class 23 contains 176074 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475632.000000 Penalty: 84149.148438
Iteration 421Q: 25 clusters Score -1.804756e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93411 members 
Mstep: Class 2 contains 50143 members 
Mstep: Class 3 contains 7483 members 
Mstep: Class 4 contains 177142 members 
Mstep: Class 5 contains 163966 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184285 members 
Mstep: Class 8 contains 49450 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38776 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 55802 members 
Mstep: Class 16 contains 28947 members 
Mstep: Class 17 contains 39624 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79726 members 
Mstep: Class 21 contains 60004 members 
Mstep: Class 22 contains 168361 members 
Mstep: Class 23 contains 176068 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475648.000000 Penalty: 84149.148438
Iteration 422Q: 25 clusters Score -1.804756e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93416 members 
Mstep: Class 2 contains 50147 members 
Mstep: Class 3 contains 7484 members 
Mstep: Class 4 contains 177093 members 
Mstep: Class 5 contains 164017 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184290 members 
Mstep: Class 8 contains 49442 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38777 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 55771 members 
Mstep: Class 16 contains 28959 members 
Mstep: Class 17 contains 39630 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79726 members 
Mstep: Class 21 contains 59997 members 
Mstep: Class 22 contains 168384 members 
Mstep: Class 23 contains 176055 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475536.000000 Penalty: 84149.148438
Iteration 423Q: 25 clusters Score -1.804755e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93418 members 
Mstep: Class 2 contains 50139 members 
Mstep: Class 3 contains 7484 members 
Mstep: Class 4 contains 177081 members 
Mstep: Class 5 contains 164036 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184301 members 
Mstep: Class 8 contains 49431 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38777 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 55733 members 
Mstep: Class 16 contains 28978 members 
Mstep: Class 17 contains 39632 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79727 members 
Mstep: Class 21 contains 59994 members 
Mstep: Class 22 contains 168415 members 
Mstep: Class 23 contains 176042 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475296.000000 Penalty: 84149.148438
Iteration 424Q: 25 clusters Score -1.804753e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93432 members 
Mstep: Class 2 contains 50136 members 
Mstep: Class 3 contains 7484 members 
Mstep: Class 4 contains 177080 members 
Mstep: Class 5 contains 164021 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184318 members 
Mstep: Class 8 contains 49431 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38777 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 55703 members 
Mstep: Class 16 contains 28989 members 
Mstep: Class 17 contains 39632 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79731 members 
Mstep: Class 21 contains 59990 members 
Mstep: Class 22 contains 168433 members 
Mstep: Class 23 contains 176031 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475536.000000 Penalty: 84149.148438
Iteration 425Q: 25 clusters Score -1.804755e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93439 members 
Mstep: Class 2 contains 50136 members 
Mstep: Class 3 contains 7484 members 
Mstep: Class 4 contains 177095 members 
Mstep: Class 5 contains 164026 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184331 members 
Mstep: Class 8 contains 49434 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38780 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 55670 members 
Mstep: Class 16 contains 29004 members 
Mstep: Class 17 contains 39637 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79741 members 
Mstep: Class 21 contains 59984 members 
Mstep: Class 22 contains 168414 members 
Mstep: Class 23 contains 176013 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476016.000000 Penalty: 84149.148438
Iteration 426Q: 25 clusters Score -1.80476e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93442 members 
Mstep: Class 2 contains 50142 members 
Mstep: Class 3 contains 7484 members 
Mstep: Class 4 contains 177098 members 
Mstep: Class 5 contains 164043 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184332 members 
Mstep: Class 8 contains 49440 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38783 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 914 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 55641 members 
Mstep: Class 16 contains 29016 members 
Mstep: Class 17 contains 39638 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79744 members 
Mstep: Class 21 contains 59969 members 
Mstep: Class 22 contains 168407 members 
Mstep: Class 23 contains 176008 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475984.000000 Penalty: 84149.148438
Iteration 427Q: 25 clusters Score -1.80476e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 50157 members 
Mstep: Class 3 contains 7484 members 
Mstep: Class 4 contains 177087 members 
Mstep: Class 5 contains 164040 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184320 members 
Mstep: Class 8 contains 49435 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38795 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 914 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 55606 members 
Mstep: Class 16 contains 29024 members 
Mstep: Class 17 contains 39646 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79735 members 
Mstep: Class 21 contains 59966 members 
Mstep: Class 22 contains 168372 members 
Mstep: Class 23 contains 176074 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475792.000000 Penalty: 84149.148438
Iteration 428Q: 25 clusters Score -1.804758e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93463 members 
Mstep: Class 2 contains 50177 members 
Mstep: Class 3 contains 7484 members 
Mstep: Class 4 contains 177062 members 
Mstep: Class 5 contains 164025 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184291 members 
Mstep: Class 8 contains 49422 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38798 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 914 members 
Mstep: Class 14 contains 1005 members 
Mstep: Class 15 contains 55572 members 
Mstep: Class 16 contains 29037 members 
Mstep: Class 17 contains 39646 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79722 members 
Mstep: Class 21 contains 59980 members 
Mstep: Class 22 contains 168334 members 
Mstep: Class 23 contains 176175 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475712.000000 Penalty: 84149.148438
Iteration 429Q: 25 clusters Score -1.804757e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93467 members 
Mstep: Class 2 contains 50189 members 
Mstep: Class 3 contains 7484 members 
Mstep: Class 4 contains 177046 members 
Mstep: Class 5 contains 163993 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184279 members 
Mstep: Class 8 contains 49413 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38791 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 914 members 
Mstep: Class 14 contains 1005 members 
Mstep: Class 15 contains 55536 members 
Mstep: Class 16 contains 29043 members 
Mstep: Class 17 contains 39649 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79722 members 
Mstep: Class 21 contains 59983 members 
Mstep: Class 22 contains 168360 members 
Mstep: Class 23 contains 176233 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475760.000000 Penalty: 84149.148438
Iteration 430Q: 25 clusters Score -1.804758e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93466 members 
Mstep: Class 2 contains 50204 members 
Mstep: Class 3 contains 7484 members 
Mstep: Class 4 contains 177046 members 
Mstep: Class 5 contains 163944 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184290 members 
Mstep: Class 8 contains 49408 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38792 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 914 members 
Mstep: Class 14 contains 1005 members 
Mstep: Class 15 contains 55500 members 
Mstep: Class 16 contains 29041 members 
Mstep: Class 17 contains 39659 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79720 members 
Mstep: Class 21 contains 59986 members 
Mstep: Class 22 contains 168408 members 
Mstep: Class 23 contains 176240 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475808.000000 Penalty: 84149.148438
Iteration 431Q: 25 clusters Score -1.804758e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93475 members 
Mstep: Class 2 contains 50221 members 
Mstep: Class 3 contains 7484 members 
Mstep: Class 4 contains 177066 members 
Mstep: Class 5 contains 163905 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184300 members 
Mstep: Class 8 contains 49407 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38783 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 55459 members 
Mstep: Class 16 contains 29051 members 
Mstep: Class 17 contains 39660 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79715 members 
Mstep: Class 21 contains 59992 members 
Mstep: Class 22 contains 168440 members 
Mstep: Class 23 contains 176230 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475536.000000 Penalty: 84149.148438
Iteration 432Q: 25 clusters Score -1.804755e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93470 members 
Mstep: Class 2 contains 50241 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 177103 members 
Mstep: Class 5 contains 163855 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184322 members 
Mstep: Class 8 contains 49399 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38778 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 55420 members 
Mstep: Class 16 contains 29060 members 
Mstep: Class 17 contains 39666 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79714 members 
Mstep: Class 21 contains 59986 members 
Mstep: Class 22 contains 168460 members 
Mstep: Class 23 contains 176229 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475504.000000 Penalty: 84149.148438
Iteration 433Q: 25 clusters Score -1.804755e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93463 members 
Mstep: Class 2 contains 50253 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 177116 members 
Mstep: Class 5 contains 163844 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184333 members 
Mstep: Class 8 contains 49393 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38772 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 55387 members 
Mstep: Class 16 contains 29071 members 
Mstep: Class 17 contains 39671 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79713 members 
Mstep: Class 21 contains 59984 members 
Mstep: Class 22 contains 168458 members 
Mstep: Class 23 contains 176245 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475424.000000 Penalty: 84149.148438
Iteration 434Q: 25 clusters Score -1.804754e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93472 members 
Mstep: Class 2 contains 50257 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 177107 members 
Mstep: Class 5 contains 163836 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184333 members 
Mstep: Class 8 contains 49380 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38761 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 55354 members 
Mstep: Class 16 contains 29074 members 
Mstep: Class 17 contains 39666 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79707 members 
Mstep: Class 21 contains 59983 members 
Mstep: Class 22 contains 168508 members 
Mstep: Class 23 contains 176265 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475328.000000 Penalty: 84149.148438
Iteration 435Q: 25 clusters Score -1.804753e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93485 members 
Mstep: Class 2 contains 50262 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 177105 members 
Mstep: Class 5 contains 163784 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184351 members 
Mstep: Class 8 contains 49368 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38746 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 55333 members 
Mstep: Class 16 contains 29078 members 
Mstep: Class 17 contains 39661 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79699 members 
Mstep: Class 21 contains 59995 members 
Mstep: Class 22 contains 168542 members 
Mstep: Class 23 contains 176293 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475040.000000 Penalty: 84149.148438
Iteration 436Q: 25 clusters Score -1.80475e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93494 members 
Mstep: Class 2 contains 50274 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 177121 members 
Mstep: Class 5 contains 163757 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184379 members 
Mstep: Class 8 contains 49351 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38734 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 55289 members 
Mstep: Class 16 contains 29099 members 
Mstep: Class 17 contains 39661 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79697 members 
Mstep: Class 21 contains 59985 members 
Mstep: Class 22 contains 168602 members 
Mstep: Class 23 contains 176259 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475104.000000 Penalty: 84149.148438
Iteration 437Q: 25 clusters Score -1.804751e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93495 members 
Mstep: Class 2 contains 50282 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 177113 members 
Mstep: Class 5 contains 163760 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 184394 members 
Mstep: Class 8 contains 49335 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38728 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 55238 members 
Mstep: Class 16 contains 29115 members 
Mstep: Class 17 contains 39664 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79695 members 
Mstep: Class 21 contains 59976 members 
Mstep: Class 22 contains 168637 members 
Mstep: Class 23 contains 176270 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180474832.000000 Penalty: 84149.148438
Iteration 438Q: 25 clusters Score -1.804748e+08 nChanged 890
Entering ConstructFrom: 
Score: -180474832.000000 Penalty: 84149.148438
Entering ConstructFrom: 
Trying to split cluster 1 (93496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93496 members 
Entering Unmasked Estep 
Score: -12107634.000000 Penalty: 2838.527100
	Iteration 0F: 2 clusters Score -1.210763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -12045399.000000 Penalty: 5677.054199
	Iteration 0F: 3 clusters Score -1.20454e+07 nChanged 44105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -12071553.000000 Penalty: 5677.054199
	Iteration 1F: 3 clusters Score -1.207155e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -12074215.000000 Penalty: 5677.054199
	Iteration 2F: 3 clusters Score -1.207422e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -12078477.000000 Penalty: 5677.054199
	Iteration 3F: 3 clusters Score -1.207848e+07 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 64074 members 
Entering Unmasked Estep 
Score: -12084232.000000 Penalty: 5677.054199
	Iteration 4F: 3 clusters Score -1.208423e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 69299 members 
Entering Unmasked Estep 
Score: -12089624.000000 Penalty: 5677.054199
	Iteration 5F: 3 clusters Score -1.208962e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 73825 members 
Entering Unmasked Estep 
Score: -12093629.000000 Penalty: 5677.054199
	Iteration 6F: 3 clusters Score -1.209363e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 77767 members 
Entering Unmasked Estep 
Score: -12096571.000000 Penalty: 5677.054199
	Iteration 7F: 3 clusters Score -1.209657e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 81293 members 
Entering Unmasked Estep 
Score: -12098819.000000 Penalty: 5677.054199
	Iteration 8Q: 3 clusters Score -1.209882e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 84369 members 
Entering Unmasked Estep 
Score: -12100753.000000 Penalty: 5677.054199
	Iteration 9Q: 3 clusters Score -1.210075e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 86874 members 
Entering Unmasked Estep 
Score: -12102325.000000 Penalty: 5677.054199
	Iteration 10Q: 3 clusters Score -1.210232e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 88771 members 
Entering Unmasked Estep 
Score: -12103458.000000 Penalty: 5677.054199
	Iteration 11Q: 3 clusters Score -1.210346e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 90150 members 
Entering Unmasked Estep 
Score: -12104264.000000 Penalty: 5677.054199
	Iteration 12Q: 3 clusters Score -1.210426e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 91111 members 
Entering Unmasked Estep 
Score: -12104813.000000 Penalty: 5677.054199
	Iteration 13Q: 3 clusters Score -1.210481e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 91690 members 
Entering Unmasked Estep 
Score: -12105112.000000 Penalty: 5677.054199
	Iteration 14Q: 3 clusters Score -1.210511e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 92064 members 
Entering Unmasked Estep 
Score: -12105238.000000 Penalty: 5677.054199
	Iteration 15Q: 3 clusters Score -1.210524e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 92294 members 
Entering Unmasked Estep 
Score: -12105353.000000 Penalty: 5677.054199
	Iteration 16Q: 3 clusters Score -1.210535e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 92438 members 
Entering Unmasked Estep 
Score: -12105433.000000 Penalty: 5677.054199
	Iteration 17Q: 3 clusters Score -1.210543e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 92530 members 
Entering Unmasked Estep 
Score: -12105481.000000 Penalty: 5677.054199
	Iteration 18Q: 3 clusters Score -1.210548e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 92599 members 
Entering Unmasked Estep 
Score: -12105524.000000 Penalty: 5677.054199
	Iteration 19Q: 3 clusters Score -1.210552e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 92641 members 
Entering Unmasked Estep 
Score: -12105531.000000 Penalty: 5677.054199
	Iteration 20F: 3 clusters Score -1.210553e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 92675 members 
Entering Unmasked Estep 
Score: -12105547.000000 Penalty: 5677.054199
	Iteration 21Q: 3 clusters Score -1.210555e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 92705 members 
Entering Unmasked Estep 
Score: -12105548.000000 Penalty: 5677.054199
	Iteration 22Q: 3 clusters Score -1.210555e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 92721 members 
Entering Unmasked Estep 
Score: -12105570.000000 Penalty: 5677.054199
	Iteration 23Q: 3 clusters Score -1.210557e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 92730 members 
Entering Unmasked Estep 
Score: -12105566.000000 Penalty: 5677.054199
	Iteration 24Q: 3 clusters Score -1.210557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 92742 members 
Entering Unmasked Estep 
Score: -12105580.000000 Penalty: 5677.054199
	Iteration 25Q: 3 clusters Score -1.210558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 92750 members 
Entering Unmasked Estep 
Score: -12105585.000000 Penalty: 5677.054199
	Iteration 26Q: 3 clusters Score -1.210558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 92757 members 
Entering Unmasked Estep 
Score: -12105596.000000 Penalty: 5677.054199
	Iteration 27Q: 3 clusters Score -1.21056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 92768 members 
Entering Unmasked Estep 
Score: -12105603.000000 Penalty: 5677.054199
	Iteration 28Q: 3 clusters Score -1.21056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 92772 members 
Entering Unmasked Estep 
Score: -12105598.000000 Penalty: 5677.054199
	Iteration 29Q: 3 clusters Score -1.21056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 92775 members 
Entering Unmasked Estep 
Score: -12105609.000000 Penalty: 5677.054199
	Iteration 30Q: 3 clusters Score -1.210561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 92778 members 
Entering Unmasked Estep 
Score: -12105612.000000 Penalty: 5677.054199
	Iteration 31Q: 3 clusters Score -1.210561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 92779 members 
Entering Unmasked Estep 
Score: -12105617.000000 Penalty: 5677.054199
	Iteration 32Q: 3 clusters Score -1.210562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 92778 members 
Entering Unmasked Estep 
Score: -12105620.000000 Penalty: 5677.054199
	Iteration 33Q: 3 clusters Score -1.210562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 92778 members 
Entering Unmasked Estep 
Score: -12105620.000000 Penalty: 5677.054199
	Iteration 34F: 3 clusters Score -1.210562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Entering Unmasked Estep 
Score: -6673908.000000 Penalty: 2684.758789
	Iteration 0F: 2 clusters Score -6673908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -6640242.500000 Penalty: 5369.517578
	Iteration 0F: 3 clusters Score -6640242 nChanged 23128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -6652974.500000 Penalty: 5369.517578
	Iteration 1F: 3 clusters Score -6652974 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -6653600.000000 Penalty: 5369.517578
	Iteration 2Q: 3 clusters Score -6653600 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -6654214.500000 Penalty: 5369.517578
	Iteration 3Q: 3 clusters Score -6654214 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -6655020.000000 Penalty: 5369.517578
	Iteration 4Q: 3 clusters Score -6655020 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -6656131.000000 Penalty: 5369.517578
	Iteration 5Q: 3 clusters Score -6656131 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -6657828.000000 Penalty: 5369.517578
	Iteration 6Q: 3 clusters Score -6657828 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -6660006.500000 Penalty: 5369.517578
	Iteration 7F: 3 clusters Score -6660006 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -6662502.000000 Penalty: 5369.517578
	Iteration 8F: 3 clusters Score -6662502 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -6664479.500000 Penalty: 5369.517578
	Iteration 9F: 3 clusters Score -6664480 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -6665957.000000 Penalty: 5369.517578
	Iteration 10Q: 3 clusters Score -6665957 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -6666933.500000 Penalty: 5369.517578
	Iteration 11Q: 3 clusters Score -6666934 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -6667474.500000 Penalty: 5369.517578
	Iteration 12Q: 3 clusters Score -6667474 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -6667912.000000 Penalty: 5369.517578
	Iteration 13Q: 3 clusters Score -6667912 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -6668156.000000 Penalty: 5369.517578
	Iteration 14Q: 3 clusters Score -6668156 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -6668379.000000 Penalty: 5369.517578
	Iteration 15Q: 3 clusters Score -6668379 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -6668511.500000 Penalty: 5369.517578
	Iteration 16Q: 3 clusters Score -6668512 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -6668671.000000 Penalty: 5369.517578
	Iteration 17Q: 3 clusters Score -6668671 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -6668805.500000 Penalty: 5369.517578
	Iteration 18Q: 3 clusters Score -6668806 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -6668954.500000 Penalty: 5369.517578
	Iteration 19Q: 3 clusters Score -6668954 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -6669057.500000 Penalty: 5369.517578
	Iteration 20F: 3 clusters Score -6669058 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -6669187.500000 Penalty: 5369.517578
	Iteration 21Q: 3 clusters Score -6669188 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -6669314.500000 Penalty: 5369.517578
	Iteration 22Q: 3 clusters Score -6669314 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -6669445.500000 Penalty: 5369.517578
	Iteration 23Q: 3 clusters Score -6669446 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -6669550.500000 Penalty: 5369.517578
	Iteration 24Q: 3 clusters Score -6669550 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -6669662.000000 Penalty: 5369.517578
	Iteration 25Q: 3 clusters Score -6669662 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -6669795.500000 Penalty: 5369.517578
	Iteration 26Q: 3 clusters Score -6669796 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -6669919.500000 Penalty: 5369.517578
	Iteration 27Q: 3 clusters Score -6669920 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -6670077.000000 Penalty: 5369.517578
	Iteration 28Q: 3 clusters Score -6670077 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -6670206.000000 Penalty: 5369.517578
	Iteration 29Q: 3 clusters Score -6670206 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -6670362.500000 Penalty: 5369.517578
	Iteration 30Q: 3 clusters Score -6670362 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -6670502.500000 Penalty: 5369.517578
	Iteration 31Q: 3 clusters Score -6670502 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -6670605.000000 Penalty: 5369.517578
	Iteration 32Q: 3 clusters Score -6670605 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -6670751.500000 Penalty: 5369.517578
	Iteration 33Q: 3 clusters Score -6670752 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -6670862.500000 Penalty: 5369.517578
	Iteration 34Q: 3 clusters Score -6670862 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6670952.000000 Penalty: 5369.517578
	Iteration 35Q: 3 clusters Score -6670952 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -6671029.500000 Penalty: 5369.517578
	Iteration 36Q: 3 clusters Score -6671030 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6671108.500000 Penalty: 5369.517578
	Iteration 37Q: 3 clusters Score -6671108 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6671173.500000 Penalty: 5369.517578
	Iteration 38Q: 3 clusters Score -6671174 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6671246.500000 Penalty: 5369.517578
	Iteration 39Q: 3 clusters Score -6671246 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6671293.000000 Penalty: 5369.517578
	Iteration 40F: 3 clusters Score -6671293 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -6671329.000000 Penalty: 5369.517578
	Iteration 41Q: 3 clusters Score -6671329 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6671359.000000 Penalty: 5369.517578
	Iteration 42Q: 3 clusters Score -6671359 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6671407.000000 Penalty: 5369.517578
	Iteration 43Q: 3 clusters Score -6671407 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6671446.000000 Penalty: 5369.517578
	Iteration 44Q: 3 clusters Score -6671446 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49118 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6671453.500000 Penalty: 5369.517578
	Iteration 45Q: 3 clusters Score -6671454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6671472.500000 Penalty: 5369.517578
	Iteration 46Q: 3 clusters Score -6671472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6671485.500000 Penalty: 5369.517578
	Iteration 47Q: 3 clusters Score -6671486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -6671512.000000 Penalty: 5369.517578
	Iteration 48Q: 3 clusters Score -6671512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6671518.000000 Penalty: 5369.517578
	Iteration 49Q: 3 clusters Score -6671518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6671538.500000 Penalty: 5369.517578
	Iteration 50Q: 3 clusters Score -6671538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6671546.500000 Penalty: 5369.517578
	Iteration 51Q: 3 clusters Score -6671546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6671554.500000 Penalty: 5369.517578
	Iteration 52Q: 3 clusters Score -6671554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49295 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6671567.000000 Penalty: 5369.517578
	Iteration 53Q: 3 clusters Score -6671567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6671573.500000 Penalty: 5369.517578
	Iteration 54Q: 3 clusters Score -6671574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49315 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6671574.500000 Penalty: 5369.517578
	Iteration 55Q: 3 clusters Score -6671574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6671574.000000 Penalty: 5369.517578
	Iteration 56Q: 3 clusters Score -6671574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6671576.000000 Penalty: 5369.517578
	Iteration 57Q: 3 clusters Score -6671576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6671581.000000 Penalty: 5369.517578
	Iteration 58Q: 3 clusters Score -6671581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6671585.500000 Penalty: 5369.517578
	Iteration 59Q: 3 clusters Score -6671586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6671583.500000 Penalty: 5369.517578
	Iteration 60F: 3 clusters Score -6671584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6671584.000000 Penalty: 5369.517578
	Iteration 61Q: 3 clusters Score -6671584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6671587.500000 Penalty: 5369.517578
	Iteration 62Q: 3 clusters Score -6671588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -6671599.500000 Penalty: 5369.517578
	Iteration 63Q: 3 clusters Score -6671600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -6671608.000000 Penalty: 5369.517578
	Iteration 64Q: 3 clusters Score -6671608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -6671608.500000 Penalty: 5369.517578
	Iteration 65Q: 3 clusters Score -6671608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6671611.000000 Penalty: 5369.517578
	Iteration 66Q: 3 clusters Score -6671611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6671618.500000 Penalty: 5369.517578
	Iteration 67Q: 3 clusters Score -6671618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -6671614.500000 Penalty: 5369.517578
	Iteration 68Q: 3 clusters Score -6671614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6671624.000000 Penalty: 5369.517578
	Iteration 69Q: 3 clusters Score -6671624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6671625.000000 Penalty: 5369.517578
	Iteration 70Q: 3 clusters Score -6671625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6671623.500000 Penalty: 5369.517578
	Iteration 71Q: 3 clusters Score -6671624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6671630.500000 Penalty: 5369.517578
	Iteration 72Q: 3 clusters Score -6671630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49411 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6671640.000000 Penalty: 5369.517578
	Iteration 73Q: 3 clusters Score -6671640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6671639.500000 Penalty: 5369.517578
	Iteration 74Q: 3 clusters Score -6671640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6671636.500000 Penalty: 5369.517578
	Iteration 75Q: 3 clusters Score -6671636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6671636.000000 Penalty: 5369.517578
	Iteration 76Q: 3 clusters Score -6671636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6671637.000000 Penalty: 5369.517578
	Iteration 77Q: 3 clusters Score -6671637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6671637.000000 Penalty: 5369.517578
	Iteration 78F: 3 clusters Score -6671637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Entering Unmasked Estep 
Score: -949552.937500 Penalty: 2212.322754
	Iteration 0F: 2 clusters Score -949552.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -943452.500000 Penalty: 4424.645508
	Iteration 0F: 3 clusters Score -943452.5 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -945072.937500 Penalty: 4424.645508
	Iteration 1F: 3 clusters Score -945072.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -945361.250000 Penalty: 4424.645508
	Iteration 2F: 3 clusters Score -945361.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -945666.000000 Penalty: 4424.645508
	Iteration 3F: 3 clusters Score -945666 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -946009.375000 Penalty: 4424.645508
	Iteration 4F: 3 clusters Score -946009.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -946339.312500 Penalty: 4424.645508
	Iteration 5F: 3 clusters Score -946339.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -946634.437500 Penalty: 4424.645508
	Iteration 6F: 3 clusters Score -946634.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -946900.562500 Penalty: 4424.645508
	Iteration 7Q: 3 clusters Score -946900.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -947104.687500 Penalty: 4424.645508
	Iteration 8Q: 3 clusters Score -947104.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -947266.812500 Penalty: 4424.645508
	Iteration 9Q: 3 clusters Score -947266.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -947417.437500 Penalty: 4424.645508
	Iteration 10Q: 3 clusters Score -947417.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -947564.687500 Penalty: 4424.645508
	Iteration 11Q: 3 clusters Score -947564.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -947694.375000 Penalty: 4424.645508
	Iteration 12Q: 3 clusters Score -947694.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -947773.750000 Penalty: 4424.645508
	Iteration 13Q: 3 clusters Score -947773.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -947844.687500 Penalty: 4424.645508
	Iteration 14Q: 3 clusters Score -947844.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -947904.000000 Penalty: 4424.645508
	Iteration 15Q: 3 clusters Score -947904 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -947947.750000 Penalty: 4424.645508
	Iteration 16Q: 3 clusters Score -947947.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -947972.312500 Penalty: 4424.645508
	Iteration 17Q: 3 clusters Score -947972.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -948006.187500 Penalty: 4424.645508
	Iteration 18Q: 3 clusters Score -948006.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -948026.500000 Penalty: 4424.645508
	Iteration 19Q: 3 clusters Score -948026.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -948042.687500 Penalty: 4424.645508
	Iteration 20F: 3 clusters Score -948042.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -948057.187500 Penalty: 4424.645508
	Iteration 21Q: 3 clusters Score -948057.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -948061.500000 Penalty: 4424.645508
	Iteration 22Q: 3 clusters Score -948061.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -948065.062500 Penalty: 4424.645508
	Iteration 23Q: 3 clusters Score -948065.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -948066.375000 Penalty: 4424.645508
	Iteration 24Q: 3 clusters Score -948066.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -948067.875000 Penalty: 4424.645508
	Iteration 25Q: 3 clusters Score -948067.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -948071.125000 Penalty: 4424.645508
	Iteration 26Q: 3 clusters Score -948071.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -948074.250000 Penalty: 4424.645508
	Iteration 27Q: 3 clusters Score -948074.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -948074.250000 Penalty: 4424.645508
	Iteration 28F: 3 clusters Score -948074.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (177097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177097 members 
Entering Unmasked Estep 
Score: -23765222.000000 Penalty: 2996.944336
	Iteration 0F: 2 clusters Score -2.376522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88817 members 
Mstep: Class 2 contains 88280 members 
Entering Unmasked Estep 
Score: -23651414.000000 Penalty: 5993.888672
	Iteration 0F: 3 clusters Score -2.365141e+07 nChanged 85003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92072 members 
Mstep: Class 2 contains 85025 members 
Entering Unmasked Estep 
Score: -23700794.000000 Penalty: 5993.888672
	Iteration 1F: 3 clusters Score -2.370079e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93897 members 
Mstep: Class 2 contains 83200 members 
Entering Unmasked Estep 
Score: -23702018.000000 Penalty: 5993.888672
	Iteration 2Q: 3 clusters Score -2.370202e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96810 members 
Mstep: Class 2 contains 80287 members 
Entering Unmasked Estep 
Score: -23703630.000000 Penalty: 5993.888672
	Iteration 3Q: 3 clusters Score -2.370363e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101140 members 
Mstep: Class 2 contains 75957 members 
Entering Unmasked Estep 
Score: -23706298.000000 Penalty: 5993.888672
	Iteration 4Q: 3 clusters Score -2.37063e+07 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107636 members 
Mstep: Class 2 contains 69461 members 
Entering Unmasked Estep 
Score: -23710764.000000 Penalty: 5993.888672
	Iteration 5Q: 3 clusters Score -2.371076e+07 nChanged 11194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116758 members 
Mstep: Class 2 contains 60339 members 
Entering Unmasked Estep 
Score: -23718282.000000 Penalty: 5993.888672
	Iteration 6F: 3 clusters Score -2.371828e+07 nChanged 13462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128258 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -23728876.000000 Penalty: 5993.888672
	Iteration 7F: 3 clusters Score -2.372888e+07 nChanged 13502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140212 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -23740804.000000 Penalty: 5993.888672
	Iteration 8F: 3 clusters Score -2.37408e+07 nChanged 10703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149607 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -23750708.000000 Penalty: 5993.888672
	Iteration 9F: 3 clusters Score -2.375071e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155586 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -23757510.000000 Penalty: 5993.888672
	Iteration 10Q: 3 clusters Score -2.375751e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158969 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -23761152.000000 Penalty: 5993.888672
	Iteration 11Q: 3 clusters Score -2.376115e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161056 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -23762886.000000 Penalty: 5993.888672
	Iteration 12Q: 3 clusters Score -2.376289e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162657 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -23763880.000000 Penalty: 5993.888672
	Iteration 13Q: 3 clusters Score -2.376388e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163946 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -23764300.000000 Penalty: 5993.888672
	Iteration 14Q: 3 clusters Score -2.37643e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165086 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -23764558.000000 Penalty: 5993.888672
	Iteration 15Q: 3 clusters Score -2.376456e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166021 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -23764730.000000 Penalty: 5993.888672
	Iteration 16Q: 3 clusters Score -2.376473e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166847 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -23764822.000000 Penalty: 5993.888672
	Iteration 17Q: 3 clusters Score -2.376482e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167572 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -23764852.000000 Penalty: 5993.888672
	Iteration 18Q: 3 clusters Score -2.376485e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168232 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -23764822.000000 Penalty: 5993.888672
	Iteration 19Q: 3 clusters Score -2.376482e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168829 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -23764790.000000 Penalty: 5993.888672
	Iteration 20F: 3 clusters Score -2.376479e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169366 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -23764760.000000 Penalty: 5993.888672
	Iteration 21Q: 3 clusters Score -2.376476e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169837 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -23764708.000000 Penalty: 5993.888672
	Iteration 22Q: 3 clusters Score -2.376471e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170295 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -23764688.000000 Penalty: 5993.888672
	Iteration 23Q: 3 clusters Score -2.376469e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170708 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -23764646.000000 Penalty: 5993.888672
	Iteration 24Q: 3 clusters Score -2.376465e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171108 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -23764688.000000 Penalty: 5993.888672
	Iteration 25Q: 3 clusters Score -2.376469e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171485 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -23764638.000000 Penalty: 5993.888672
	Iteration 26Q: 3 clusters Score -2.376464e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171820 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -23764660.000000 Penalty: 5993.888672
	Iteration 27Q: 3 clusters Score -2.376466e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172123 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -23764628.000000 Penalty: 5993.888672
	Iteration 28Q: 3 clusters Score -2.376463e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172400 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -23764590.000000 Penalty: 5993.888672
	Iteration 29Q: 3 clusters Score -2.376459e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172658 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -23764578.000000 Penalty: 5993.888672
	Iteration 30Q: 3 clusters Score -2.376458e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172858 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -23764550.000000 Penalty: 5993.888672
	Iteration 31Q: 3 clusters Score -2.376455e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173046 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -23764506.000000 Penalty: 5993.888672
	Iteration 32Q: 3 clusters Score -2.376451e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173226 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -23764488.000000 Penalty: 5993.888672
	Iteration 33Q: 3 clusters Score -2.376449e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173393 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -23764468.000000 Penalty: 5993.888672
	Iteration 34Q: 3 clusters Score -2.376447e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173528 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -23764446.000000 Penalty: 5993.888672
	Iteration 35Q: 3 clusters Score -2.376445e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173642 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -23764460.000000 Penalty: 5993.888672
	Iteration 36Q: 3 clusters Score -2.376446e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173742 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -23764390.000000 Penalty: 5993.888672
	Iteration 37Q: 3 clusters Score -2.376439e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173839 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -23764354.000000 Penalty: 5993.888672
	Iteration 38Q: 3 clusters Score -2.376435e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173927 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -23764374.000000 Penalty: 5993.888672
	Iteration 39Q: 3 clusters Score -2.376437e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173989 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -23764364.000000 Penalty: 5993.888672
	Iteration 40F: 3 clusters Score -2.376436e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174041 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -23764362.000000 Penalty: 5993.888672
	Iteration 41Q: 3 clusters Score -2.376436e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174089 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -23764336.000000 Penalty: 5993.888672
	Iteration 42Q: 3 clusters Score -2.376434e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174135 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -23764320.000000 Penalty: 5993.888672
	Iteration 43Q: 3 clusters Score -2.376432e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174187 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -23764322.000000 Penalty: 5993.888672
	Iteration 44Q: 3 clusters Score -2.376432e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174243 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -23764364.000000 Penalty: 5993.888672
	Iteration 45Q: 3 clusters Score -2.376436e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174310 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -23764388.000000 Penalty: 5993.888672
	Iteration 46Q: 3 clusters Score -2.376439e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174359 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -23764374.000000 Penalty: 5993.888672
	Iteration 47Q: 3 clusters Score -2.376437e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174419 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -23764344.000000 Penalty: 5993.888672
	Iteration 48Q: 3 clusters Score -2.376434e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174464 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -23764340.000000 Penalty: 5993.888672
	Iteration 49Q: 3 clusters Score -2.376434e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174504 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -23764332.000000 Penalty: 5993.888672
	Iteration 50Q: 3 clusters Score -2.376433e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174535 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -23764330.000000 Penalty: 5993.888672
	Iteration 51Q: 3 clusters Score -2.376433e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174560 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -23764314.000000 Penalty: 5993.888672
	Iteration 52Q: 3 clusters Score -2.376431e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174592 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -23764348.000000 Penalty: 5993.888672
	Iteration 53Q: 3 clusters Score -2.376435e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174615 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -23764336.000000 Penalty: 5993.888672
	Iteration 54Q: 3 clusters Score -2.376434e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174641 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -23764338.000000 Penalty: 5993.888672
	Iteration 55Q: 3 clusters Score -2.376434e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174665 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -23764346.000000 Penalty: 5993.888672
	Iteration 56Q: 3 clusters Score -2.376435e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174690 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -23764324.000000 Penalty: 5993.888672
	Iteration 57Q: 3 clusters Score -2.376432e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174707 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -23764326.000000 Penalty: 5993.888672
	Iteration 58Q: 3 clusters Score -2.376433e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174725 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -23764330.000000 Penalty: 5993.888672
	Iteration 59Q: 3 clusters Score -2.376433e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174743 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -23764320.000000 Penalty: 5993.888672
	Iteration 60F: 3 clusters Score -2.376432e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174758 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -23764328.000000 Penalty: 5993.888672
	Iteration 61Q: 3 clusters Score -2.376433e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174773 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -23764316.000000 Penalty: 5993.888672
	Iteration 62Q: 3 clusters Score -2.376432e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174786 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -23764326.000000 Penalty: 5993.888672
	Iteration 63Q: 3 clusters Score -2.376433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174790 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -23764328.000000 Penalty: 5993.888672
	Iteration 64Q: 3 clusters Score -2.376433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174792 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -23764322.000000 Penalty: 5993.888672
	Iteration 65Q: 3 clusters Score -2.376432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174793 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -23764330.000000 Penalty: 5993.888672
	Iteration 66Q: 3 clusters Score -2.376433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174793 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -23764330.000000 Penalty: 5993.888672
	Iteration 67F: 3 clusters Score -2.376433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (163809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163809 members 
Entering Unmasked Estep 
Score: -22124742.000000 Penalty: 2977.601074
	Iteration 0F: 2 clusters Score -2.212474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81931 members 
Mstep: Class 2 contains 81878 members 
Entering Unmasked Estep 
Score: -22018738.000000 Penalty: 5955.202148
	Iteration 0F: 3 clusters Score -2.201874e+07 nChanged 78465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81208 members 
Mstep: Class 2 contains 82601 members 
Entering Unmasked Estep 
Score: -22063788.000000 Penalty: 5955.202148
	Iteration 1F: 3 clusters Score -2.206379e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80731 members 
Mstep: Class 2 contains 83078 members 
Entering Unmasked Estep 
Score: -22064452.000000 Penalty: 5955.202148
	Iteration 2Q: 3 clusters Score -2.206445e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79932 members 
Mstep: Class 2 contains 83877 members 
Entering Unmasked Estep 
Score: -22065296.000000 Penalty: 5955.202148
	Iteration 3Q: 3 clusters Score -2.20653e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78521 members 
Mstep: Class 2 contains 85288 members 
Entering Unmasked Estep 
Score: -22065976.000000 Penalty: 5955.202148
	Iteration 4Q: 3 clusters Score -2.206598e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76404 members 
Mstep: Class 2 contains 87405 members 
Entering Unmasked Estep 
Score: -22066982.000000 Penalty: 5955.202148
	Iteration 5Q: 3 clusters Score -2.206698e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73246 members 
Mstep: Class 2 contains 90563 members 
Entering Unmasked Estep 
Score: -22068492.000000 Penalty: 5955.202148
	Iteration 6Q: 3 clusters Score -2.206849e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68482 members 
Mstep: Class 2 contains 95327 members 
Entering Unmasked Estep 
Score: -22070832.000000 Penalty: 5955.202148
	Iteration 7Q: 3 clusters Score -2.207083e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61688 members 
Mstep: Class 2 contains 102121 members 
Entering Unmasked Estep 
Score: -22074394.000000 Penalty: 5955.202148
	Iteration 8F: 3 clusters Score -2.207439e+07 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52579 members 
Mstep: Class 2 contains 111230 members 
Entering Unmasked Estep 
Score: -22080518.000000 Penalty: 5955.202148
	Iteration 9F: 3 clusters Score -2.208052e+07 nChanged 12048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 122600 members 
Entering Unmasked Estep 
Score: -22088900.000000 Penalty: 5955.202148
	Iteration 10F: 3 clusters Score -2.20889e+07 nChanged 12516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 134770 members 
Entering Unmasked Estep 
Score: -22099474.000000 Penalty: 5955.202148
	Iteration 11F: 3 clusters Score -2.209947e+07 nChanged 11197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 145793 members 
Entering Unmasked Estep 
Score: -22109644.000000 Penalty: 5955.202148
	Iteration 12F: 3 clusters Score -2.210964e+07 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 154189 members 
Entering Unmasked Estep 
Score: -22117034.000000 Penalty: 5955.202148
	Iteration 13F: 3 clusters Score -2.211703e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 159461 members 
Entering Unmasked Estep 
Score: -22120516.000000 Penalty: 5955.202148
	Iteration 14Q: 3 clusters Score -2.212052e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 161853 members 
Entering Unmasked Estep 
Score: -22121552.000000 Penalty: 5955.202148
	Iteration 15Q: 3 clusters Score -2.212155e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 162840 members 
Entering Unmasked Estep 
Score: -22121898.000000 Penalty: 5955.202148
	Iteration 16Q: 3 clusters Score -2.21219e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 163216 members 
Entering Unmasked Estep 
Score: -22122054.000000 Penalty: 5955.202148
	Iteration 17Q: 3 clusters Score -2.212205e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 163355 members 
Entering Unmasked Estep 
Score: -22122120.000000 Penalty: 5955.202148
	Iteration 18Q: 3 clusters Score -2.212212e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 163409 members 
Entering Unmasked Estep 
Score: -22122168.000000 Penalty: 5955.202148
	Iteration 19Q: 3 clusters Score -2.212217e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 163435 members 
Entering Unmasked Estep 
Score: -22122204.000000 Penalty: 5955.202148
	Iteration 20F: 3 clusters Score -2.21222e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 163449 members 
Entering Unmasked Estep 
Score: -22122236.000000 Penalty: 5955.202148
	Iteration 21Q: 3 clusters Score -2.212224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 163455 members 
Entering Unmasked Estep 
Score: -22122248.000000 Penalty: 5955.202148
	Iteration 22Q: 3 clusters Score -2.212225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 163459 members 
Entering Unmasked Estep 
Score: -22122248.000000 Penalty: 5955.202148
	Iteration 23Q: 3 clusters Score -2.212225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 163466 members 
Entering Unmasked Estep 
Score: -22122232.000000 Penalty: 5955.202148
	Iteration 24Q: 3 clusters Score -2.212223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 163472 members 
Entering Unmasked Estep 
Score: -22122248.000000 Penalty: 5955.202148
	Iteration 25Q: 3 clusters Score -2.212225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 163475 members 
Entering Unmasked Estep 
Score: -22122250.000000 Penalty: 5955.202148
	Iteration 26Q: 3 clusters Score -2.212225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 163481 members 
Entering Unmasked Estep 
Score: -22122230.000000 Penalty: 5955.202148
	Iteration 27Q: 3 clusters Score -2.212223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 163482 members 
Entering Unmasked Estep 
Score: -22122234.000000 Penalty: 5955.202148
	Iteration 28Q: 3 clusters Score -2.212223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 163489 members 
Entering Unmasked Estep 
Score: -22122234.000000 Penalty: 5955.202148
	Iteration 29Q: 3 clusters Score -2.212223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 163490 members 
Entering Unmasked Estep 
Score: -22122236.000000 Penalty: 5955.202148
	Iteration 30Q: 3 clusters Score -2.212224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 163493 members 
Entering Unmasked Estep 
Score: -22122240.000000 Penalty: 5955.202148
	Iteration 31Q: 3 clusters Score -2.212224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 163496 members 
Entering Unmasked Estep 
Score: -22122238.000000 Penalty: 5955.202148
	Iteration 32Q: 3 clusters Score -2.212224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 163498 members 
Entering Unmasked Estep 
Score: -22122254.000000 Penalty: 5955.202148
	Iteration 33Q: 3 clusters Score -2.212225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 163501 members 
Entering Unmasked Estep 
Score: -22122252.000000 Penalty: 5955.202148
	Iteration 34Q: 3 clusters Score -2.212225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 163502 members 
Entering Unmasked Estep 
Score: -22122260.000000 Penalty: 5955.202148
	Iteration 35Q: 3 clusters Score -2.212226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 163505 members 
Entering Unmasked Estep 
Score: -22122262.000000 Penalty: 5955.202148
	Iteration 36Q: 3 clusters Score -2.212226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 163505 members 
Entering Unmasked Estep 
Score: -22122262.000000 Penalty: 5955.202148
	Iteration 37Q: 3 clusters Score -2.212226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 163503 members 
Entering Unmasked Estep 
Score: -22122266.000000 Penalty: 5955.202148
	Iteration 38Q: 3 clusters Score -2.212227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 163503 members 
Entering Unmasked Estep 
Score: -22122266.000000 Penalty: 5955.202148
	Iteration 39F: 3 clusters Score -2.212227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -30398.228516 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -30398.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29168.066406 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -29168.07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29375.917969 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -29375.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29548.095703 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -29548.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29703.861328 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -29703.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29914.574219 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -29914.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29967.210938 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -29967.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30039.396484 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -30039.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30077.597656 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -30077.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30119.125000 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -30119.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30135.242188 Penalty: 2845.339844
	Iteration 9Q: 3 clusters Score -30135.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30140.113281 Penalty: 2845.339844
	Iteration 10Q: 3 clusters Score -30140.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30163.587891 Penalty: 2845.339844
	Iteration 11Q: 3 clusters Score -30163.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30171.898438 Penalty: 2845.339844
	Iteration 12Q: 3 clusters Score -30171.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30180.429688 Penalty: 2845.339844
	Iteration 13Q: 3 clusters Score -30180.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30187.843750 Penalty: 2845.339844
	Iteration 14F: 3 clusters Score -30187.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30220.169922 Penalty: 2845.339844
	Iteration 15Q: 3 clusters Score -30220.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30241.587891 Penalty: 2845.339844
	Iteration 16Q: 3 clusters Score -30241.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30254.429688 Penalty: 2845.339844
	Iteration 17Q: 3 clusters Score -30254.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30254.429688 Penalty: 2845.339844
	Iteration 18F: 3 clusters Score -30254.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (184407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184407 members 
Entering Unmasked Estep 
Score: -24581770.000000 Penalty: 3006.975342
	Iteration 0F: 2 clusters Score -2.458177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92103 members 
Mstep: Class 2 contains 92304 members 
Entering Unmasked Estep 
Score: -24465126.000000 Penalty: 6013.950684
	Iteration 0F: 3 clusters Score -2.446513e+07 nChanged 88459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91114 members 
Mstep: Class 2 contains 93293 members 
Entering Unmasked Estep 
Score: -24516158.000000 Penalty: 6013.950684
	Iteration 1F: 3 clusters Score -2.451616e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90222 members 
Mstep: Class 2 contains 94185 members 
Entering Unmasked Estep 
Score: -24517000.000000 Penalty: 6013.950684
	Iteration 2Q: 3 clusters Score -2.4517e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88666 members 
Mstep: Class 2 contains 95741 members 
Entering Unmasked Estep 
Score: -24518084.000000 Penalty: 6013.950684
	Iteration 3Q: 3 clusters Score -2.451808e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86024 members 
Mstep: Class 2 contains 98383 members 
Entering Unmasked Estep 
Score: -24519804.000000 Penalty: 6013.950684
	Iteration 4Q: 3 clusters Score -2.45198e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81984 members 
Mstep: Class 2 contains 102423 members 
Entering Unmasked Estep 
Score: -24522640.000000 Penalty: 6013.950684
	Iteration 5Q: 3 clusters Score -2.452264e+07 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75743 members 
Mstep: Class 2 contains 108664 members 
Entering Unmasked Estep 
Score: -24528042.000000 Penalty: 6013.950684
	Iteration 6F: 3 clusters Score -2.452804e+07 nChanged 12947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67424 members 
Mstep: Class 2 contains 116983 members 
Entering Unmasked Estep 
Score: -24537260.000000 Penalty: 6013.950684
	Iteration 7F: 3 clusters Score -2.453726e+07 nChanged 14917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 126332 members 
Entering Unmasked Estep 
Score: -24549774.000000 Penalty: 6013.950684
	Iteration 8F: 3 clusters Score -2.454977e+07 nChanged 13830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50349 members 
Mstep: Class 2 contains 134058 members 
Entering Unmasked Estep 
Score: -24562978.000000 Penalty: 6013.950684
	Iteration 9F: 3 clusters Score -2.456298e+07 nChanged 10630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 138728 members 
Entering Unmasked Estep 
Score: -24573214.000000 Penalty: 6013.950684
	Iteration 10F: 3 clusters Score -2.457321e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 141191 members 
Entering Unmasked Estep 
Score: -24578366.000000 Penalty: 6013.950684
	Iteration 11Q: 3 clusters Score -2.457837e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 143082 members 
Entering Unmasked Estep 
Score: -24580628.000000 Penalty: 6013.950684
	Iteration 12Q: 3 clusters Score -2.458063e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 144595 members 
Entering Unmasked Estep 
Score: -24581896.000000 Penalty: 6013.950684
	Iteration 13Q: 3 clusters Score -2.45819e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 145930 members 
Entering Unmasked Estep 
Score: -24582684.000000 Penalty: 6013.950684
	Iteration 14Q: 3 clusters Score -2.458268e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 147235 members 
Entering Unmasked Estep 
Score: -24583202.000000 Penalty: 6013.950684
	Iteration 15Q: 3 clusters Score -2.45832e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 148391 members 
Entering Unmasked Estep 
Score: -24583516.000000 Penalty: 6013.950684
	Iteration 16Q: 3 clusters Score -2.458352e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 149436 members 
Entering Unmasked Estep 
Score: -24583662.000000 Penalty: 6013.950684
	Iteration 17Q: 3 clusters Score -2.458366e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 150396 members 
Entering Unmasked Estep 
Score: -24583854.000000 Penalty: 6013.950684
	Iteration 18Q: 3 clusters Score -2.458385e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 151305 members 
Entering Unmasked Estep 
Score: -24583884.000000 Penalty: 6013.950684
	Iteration 19Q: 3 clusters Score -2.458388e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 152143 members 
Entering Unmasked Estep 
Score: -24583972.000000 Penalty: 6013.950684
	Iteration 20F: 3 clusters Score -2.458397e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 152949 members 
Entering Unmasked Estep 
Score: -24584132.000000 Penalty: 6013.950684
	Iteration 21Q: 3 clusters Score -2.458413e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 153743 members 
Entering Unmasked Estep 
Score: -24584210.000000 Penalty: 6013.950684
	Iteration 22Q: 3 clusters Score -2.458421e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 154531 members 
Entering Unmasked Estep 
Score: -24584280.000000 Penalty: 6013.950684
	Iteration 23Q: 3 clusters Score -2.458428e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 155241 members 
Entering Unmasked Estep 
Score: -24584274.000000 Penalty: 6013.950684
	Iteration 24Q: 3 clusters Score -2.458427e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 155920 members 
Entering Unmasked Estep 
Score: -24584312.000000 Penalty: 6013.950684
	Iteration 25Q: 3 clusters Score -2.458431e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 156604 members 
Entering Unmasked Estep 
Score: -24584396.000000 Penalty: 6013.950684
	Iteration 26Q: 3 clusters Score -2.45844e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 157282 members 
Entering Unmasked Estep 
Score: -24584412.000000 Penalty: 6013.950684
	Iteration 27Q: 3 clusters Score -2.458441e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 157927 members 
Entering Unmasked Estep 
Score: -24584482.000000 Penalty: 6013.950684
	Iteration 28Q: 3 clusters Score -2.458448e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 158544 members 
Entering Unmasked Estep 
Score: -24584422.000000 Penalty: 6013.950684
	Iteration 29Q: 3 clusters Score -2.458442e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 159145 members 
Entering Unmasked Estep 
Score: -24584428.000000 Penalty: 6013.950684
	Iteration 30Q: 3 clusters Score -2.458443e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 159709 members 
Entering Unmasked Estep 
Score: -24584378.000000 Penalty: 6013.950684
	Iteration 31Q: 3 clusters Score -2.458438e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 160210 members 
Entering Unmasked Estep 
Score: -24584306.000000 Penalty: 6013.950684
	Iteration 32Q: 3 clusters Score -2.458431e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 160703 members 
Entering Unmasked Estep 
Score: -24584374.000000 Penalty: 6013.950684
	Iteration 33Q: 3 clusters Score -2.458437e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 161177 members 
Entering Unmasked Estep 
Score: -24584348.000000 Penalty: 6013.950684
	Iteration 34Q: 3 clusters Score -2.458435e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 161623 members 
Entering Unmasked Estep 
Score: -24584272.000000 Penalty: 6013.950684
	Iteration 35Q: 3 clusters Score -2.458427e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 162036 members 
Entering Unmasked Estep 
Score: -24584248.000000 Penalty: 6013.950684
	Iteration 36Q: 3 clusters Score -2.458425e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 162461 members 
Entering Unmasked Estep 
Score: -24584244.000000 Penalty: 6013.950684
	Iteration 37Q: 3 clusters Score -2.458424e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 162839 members 
Entering Unmasked Estep 
Score: -24584230.000000 Penalty: 6013.950684
	Iteration 38Q: 3 clusters Score -2.458423e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 163183 members 
Entering Unmasked Estep 
Score: -24584128.000000 Penalty: 6013.950684
	Iteration 39Q: 3 clusters Score -2.458413e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 163503 members 
Entering Unmasked Estep 
Score: -24584082.000000 Penalty: 6013.950684
	Iteration 40F: 3 clusters Score -2.458408e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 163826 members 
Entering Unmasked Estep 
Score: -24584084.000000 Penalty: 6013.950684
	Iteration 41Q: 3 clusters Score -2.458408e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 164122 members 
Entering Unmasked Estep 
Score: -24584074.000000 Penalty: 6013.950684
	Iteration 42Q: 3 clusters Score -2.458407e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 164393 members 
Entering Unmasked Estep 
Score: -24584086.000000 Penalty: 6013.950684
	Iteration 43Q: 3 clusters Score -2.458409e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 164649 members 
Entering Unmasked Estep 
Score: -24584082.000000 Penalty: 6013.950684
	Iteration 44Q: 3 clusters Score -2.458408e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 164895 members 
Entering Unmasked Estep 
Score: -24584046.000000 Penalty: 6013.950684
	Iteration 45Q: 3 clusters Score -2.458405e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 165128 members 
Entering Unmasked Estep 
Score: -24584004.000000 Penalty: 6013.950684
	Iteration 46Q: 3 clusters Score -2.4584e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 165346 members 
Entering Unmasked Estep 
Score: -24583956.000000 Penalty: 6013.950684
	Iteration 47Q: 3 clusters Score -2.458396e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 165552 members 
Entering Unmasked Estep 
Score: -24583962.000000 Penalty: 6013.950684
	Iteration 48Q: 3 clusters Score -2.458396e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 165773 members 
Entering Unmasked Estep 
Score: -24583944.000000 Penalty: 6013.950684
	Iteration 49Q: 3 clusters Score -2.458394e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 166008 members 
Entering Unmasked Estep 
Score: -24583910.000000 Penalty: 6013.950684
	Iteration 50Q: 3 clusters Score -2.458391e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 166235 members 
Entering Unmasked Estep 
Score: -24583908.000000 Penalty: 6013.950684
	Iteration 51Q: 3 clusters Score -2.458391e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 166443 members 
Entering Unmasked Estep 
Score: -24583888.000000 Penalty: 6013.950684
	Iteration 52Q: 3 clusters Score -2.458389e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 166660 members 
Entering Unmasked Estep 
Score: -24583870.000000 Penalty: 6013.950684
	Iteration 53Q: 3 clusters Score -2.458387e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 166867 members 
Entering Unmasked Estep 
Score: -24583852.000000 Penalty: 6013.950684
	Iteration 54Q: 3 clusters Score -2.458385e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 167059 members 
Entering Unmasked Estep 
Score: -24583784.000000 Penalty: 6013.950684
	Iteration 55Q: 3 clusters Score -2.458378e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 167270 members 
Entering Unmasked Estep 
Score: -24583788.000000 Penalty: 6013.950684
	Iteration 56Q: 3 clusters Score -2.458379e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 167469 members 
Entering Unmasked Estep 
Score: -24583776.000000 Penalty: 6013.950684
	Iteration 57Q: 3 clusters Score -2.458378e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 167695 members 
Entering Unmasked Estep 
Score: -24583678.000000 Penalty: 6013.950684
	Iteration 58Q: 3 clusters Score -2.458368e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 167881 members 
Entering Unmasked Estep 
Score: -24583736.000000 Penalty: 6013.950684
	Iteration 59Q: 3 clusters Score -2.458374e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 168061 members 
Entering Unmasked Estep 
Score: -24583758.000000 Penalty: 6013.950684
	Iteration 60F: 3 clusters Score -2.458376e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 168259 members 
Entering Unmasked Estep 
Score: -24583740.000000 Penalty: 6013.950684
	Iteration 61Q: 3 clusters Score -2.458374e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 168470 members 
Entering Unmasked Estep 
Score: -24583756.000000 Penalty: 6013.950684
	Iteration 62Q: 3 clusters Score -2.458376e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 168653 members 
Entering Unmasked Estep 
Score: -24583710.000000 Penalty: 6013.950684
	Iteration 63Q: 3 clusters Score -2.458371e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 168842 members 
Entering Unmasked Estep 
Score: -24583694.000000 Penalty: 6013.950684
	Iteration 64Q: 3 clusters Score -2.458369e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 169007 members 
Entering Unmasked Estep 
Score: -24583646.000000 Penalty: 6013.950684
	Iteration 65Q: 3 clusters Score -2.458365e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 169170 members 
Entering Unmasked Estep 
Score: -24583660.000000 Penalty: 6013.950684
	Iteration 66Q: 3 clusters Score -2.458366e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 169362 members 
Entering Unmasked Estep 
Score: -24583612.000000 Penalty: 6013.950684
	Iteration 67Q: 3 clusters Score -2.458361e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 169539 members 
Entering Unmasked Estep 
Score: -24583578.000000 Penalty: 6013.950684
	Iteration 68Q: 3 clusters Score -2.458358e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 169701 members 
Entering Unmasked Estep 
Score: -24583560.000000 Penalty: 6013.950684
	Iteration 69Q: 3 clusters Score -2.458356e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 169858 members 
Entering Unmasked Estep 
Score: -24583554.000000 Penalty: 6013.950684
	Iteration 70Q: 3 clusters Score -2.458355e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 170021 members 
Entering Unmasked Estep 
Score: -24583538.000000 Penalty: 6013.950684
	Iteration 71Q: 3 clusters Score -2.458354e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 170176 members 
Entering Unmasked Estep 
Score: -24583452.000000 Penalty: 6013.950684
	Iteration 72Q: 3 clusters Score -2.458345e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 170327 members 
Entering Unmasked Estep 
Score: -24583428.000000 Penalty: 6013.950684
	Iteration 73Q: 3 clusters Score -2.458343e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 170481 members 
Entering Unmasked Estep 
Score: -24583410.000000 Penalty: 6013.950684
	Iteration 74Q: 3 clusters Score -2.458341e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 170666 members 
Entering Unmasked Estep 
Score: -24583350.000000 Penalty: 6013.950684
	Iteration 75Q: 3 clusters Score -2.458335e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 170832 members 
Entering Unmasked Estep 
Score: -24583356.000000 Penalty: 6013.950684
	Iteration 76Q: 3 clusters Score -2.458336e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 170987 members 
Entering Unmasked Estep 
Score: -24583298.000000 Penalty: 6013.950684
	Iteration 77Q: 3 clusters Score -2.45833e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 171146 members 
Entering Unmasked Estep 
Score: -24583242.000000 Penalty: 6013.950684
	Iteration 78Q: 3 clusters Score -2.458324e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 171292 members 
Entering Unmasked Estep 
Score: -24583200.000000 Penalty: 6013.950684
	Iteration 79Q: 3 clusters Score -2.45832e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 171415 members 
Entering Unmasked Estep 
Score: -24583182.000000 Penalty: 6013.950684
	Iteration 80F: 3 clusters Score -2.458318e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 171539 members 
Entering Unmasked Estep 
Score: -24583162.000000 Penalty: 6013.950684
	Iteration 81Q: 3 clusters Score -2.458316e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 171660 members 
Entering Unmasked Estep 
Score: -24583126.000000 Penalty: 6013.950684
	Iteration 82Q: 3 clusters Score -2.458313e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 171770 members 
Entering Unmasked Estep 
Score: -24583120.000000 Penalty: 6013.950684
	Iteration 83Q: 3 clusters Score -2.458312e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 171879 members 
Entering Unmasked Estep 
Score: -24583096.000000 Penalty: 6013.950684
	Iteration 84Q: 3 clusters Score -2.45831e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 171986 members 
Entering Unmasked Estep 
Score: -24583042.000000 Penalty: 6013.950684
	Iteration 85Q: 3 clusters Score -2.458304e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 172109 members 
Entering Unmasked Estep 
Score: -24583052.000000 Penalty: 6013.950684
	Iteration 86Q: 3 clusters Score -2.458305e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 172200 members 
Entering Unmasked Estep 
Score: -24583014.000000 Penalty: 6013.950684
	Iteration 87Q: 3 clusters Score -2.458301e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 172290 members 
Entering Unmasked Estep 
Score: -24583024.000000 Penalty: 6013.950684
	Iteration 88Q: 3 clusters Score -2.458302e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 172379 members 
Entering Unmasked Estep 
Score: -24582988.000000 Penalty: 6013.950684
	Iteration 89Q: 3 clusters Score -2.458299e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 172478 members 
Entering Unmasked Estep 
Score: -24582960.000000 Penalty: 6013.950684
	Iteration 90Q: 3 clusters Score -2.458296e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 172562 members 
Entering Unmasked Estep 
Score: -24582972.000000 Penalty: 6013.950684
	Iteration 91Q: 3 clusters Score -2.458297e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 172627 members 
Entering Unmasked Estep 
Score: -24582960.000000 Penalty: 6013.950684
	Iteration 92Q: 3 clusters Score -2.458296e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 172689 members 
Entering Unmasked Estep 
Score: -24582952.000000 Penalty: 6013.950684
	Iteration 93Q: 3 clusters Score -2.458295e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 172753 members 
Entering Unmasked Estep 
Score: -24582946.000000 Penalty: 6013.950684
	Iteration 94Q: 3 clusters Score -2.458295e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 172818 members 
Entering Unmasked Estep 
Score: -24582948.000000 Penalty: 6013.950684
	Iteration 95Q: 3 clusters Score -2.458295e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 172882 members 
Entering Unmasked Estep 
Score: -24582910.000000 Penalty: 6013.950684
	Iteration 96Q: 3 clusters Score -2.458291e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 172949 members 
Entering Unmasked Estep 
Score: -24582868.000000 Penalty: 6013.950684
	Iteration 97Q: 3 clusters Score -2.458287e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 173032 members 
Entering Unmasked Estep 
Score: -24582854.000000 Penalty: 6013.950684
	Iteration 98Q: 3 clusters Score -2.458285e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 173126 members 
Entering Unmasked Estep 
Score: -24582850.000000 Penalty: 6013.950684
	Iteration 99Q: 3 clusters Score -2.458285e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 173205 members 
Entering Unmasked Estep 
Score: -24582842.000000 Penalty: 6013.950684
	Iteration 100F: 3 clusters Score -2.458284e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 173285 members 
Entering Unmasked Estep 
Score: -24582870.000000 Penalty: 6013.950684
	Iteration 101Q: 3 clusters Score -2.458287e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 173365 members 
Entering Unmasked Estep 
Score: -24582808.000000 Penalty: 6013.950684
	Iteration 102Q: 3 clusters Score -2.458281e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 173443 members 
Entering Unmasked Estep 
Score: -24582800.000000 Penalty: 6013.950684
	Iteration 103Q: 3 clusters Score -2.45828e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 173522 members 
Entering Unmasked Estep 
Score: -24582766.000000 Penalty: 6013.950684
	Iteration 104Q: 3 clusters Score -2.458277e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 173600 members 
Entering Unmasked Estep 
Score: -24582818.000000 Penalty: 6013.950684
	Iteration 105Q: 3 clusters Score -2.458282e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 173684 members 
Entering Unmasked Estep 
Score: -24582820.000000 Penalty: 6013.950684
	Iteration 106Q: 3 clusters Score -2.458282e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 173764 members 
Entering Unmasked Estep 
Score: -24582818.000000 Penalty: 6013.950684
	Iteration 107Q: 3 clusters Score -2.458282e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 173836 members 
Entering Unmasked Estep 
Score: -24582770.000000 Penalty: 6013.950684
	Iteration 108Q: 3 clusters Score -2.458277e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 173911 members 
Entering Unmasked Estep 
Score: -24582736.000000 Penalty: 6013.950684
	Iteration 109Q: 3 clusters Score -2.458274e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 173984 members 
Entering Unmasked Estep 
Score: -24582706.000000 Penalty: 6013.950684
	Iteration 110Q: 3 clusters Score -2.458271e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 174051 members 
Entering Unmasked Estep 
Score: -24582692.000000 Penalty: 6013.950684
	Iteration 111Q: 3 clusters Score -2.458269e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 174116 members 
Entering Unmasked Estep 
Score: -24582642.000000 Penalty: 6013.950684
	Iteration 112Q: 3 clusters Score -2.458264e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 174168 members 
Entering Unmasked Estep 
Score: -24582668.000000 Penalty: 6013.950684
	Iteration 113Q: 3 clusters Score -2.458267e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 174219 members 
Entering Unmasked Estep 
Score: -24582658.000000 Penalty: 6013.950684
	Iteration 114Q: 3 clusters Score -2.458266e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 174280 members 
Entering Unmasked Estep 
Score: -24582648.000000 Penalty: 6013.950684
	Iteration 115Q: 3 clusters Score -2.458265e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 174340 members 
Entering Unmasked Estep 
Score: -24582630.000000 Penalty: 6013.950684
	Iteration 116Q: 3 clusters Score -2.458263e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 174408 members 
Entering Unmasked Estep 
Score: -24582588.000000 Penalty: 6013.950684
	Iteration 117Q: 3 clusters Score -2.458259e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 174488 members 
Entering Unmasked Estep 
Score: -24582566.000000 Penalty: 6013.950684
	Iteration 118Q: 3 clusters Score -2.458257e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 174576 members 
Entering Unmasked Estep 
Score: -24582546.000000 Penalty: 6013.950684
	Iteration 119Q: 3 clusters Score -2.458255e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 174647 members 
Entering Unmasked Estep 
Score: -24582522.000000 Penalty: 6013.950684
	Iteration 120F: 3 clusters Score -2.458252e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 174713 members 
Entering Unmasked Estep 
Score: -24582464.000000 Penalty: 6013.950684
	Iteration 121Q: 3 clusters Score -2.458246e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 174776 members 
Entering Unmasked Estep 
Score: -24582472.000000 Penalty: 6013.950684
	Iteration 122Q: 3 clusters Score -2.458247e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 174833 members 
Entering Unmasked Estep 
Score: -24582490.000000 Penalty: 6013.950684
	Iteration 123Q: 3 clusters Score -2.458249e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 174890 members 
Entering Unmasked Estep 
Score: -24582486.000000 Penalty: 6013.950684
	Iteration 124Q: 3 clusters Score -2.458249e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 174945 members 
Entering Unmasked Estep 
Score: -24582516.000000 Penalty: 6013.950684
	Iteration 125Q: 3 clusters Score -2.458252e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 175017 members 
Entering Unmasked Estep 
Score: -24582466.000000 Penalty: 6013.950684
	Iteration 126Q: 3 clusters Score -2.458247e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 175088 members 
Entering Unmasked Estep 
Score: -24582476.000000 Penalty: 6013.950684
	Iteration 127Q: 3 clusters Score -2.458248e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 175154 members 
Entering Unmasked Estep 
Score: -24582432.000000 Penalty: 6013.950684
	Iteration 128Q: 3 clusters Score -2.458243e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 175207 members 
Entering Unmasked Estep 
Score: -24582444.000000 Penalty: 6013.950684
	Iteration 129Q: 3 clusters Score -2.458244e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 175269 members 
Entering Unmasked Estep 
Score: -24582384.000000 Penalty: 6013.950684
	Iteration 130Q: 3 clusters Score -2.458238e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 175325 members 
Entering Unmasked Estep 
Score: -24582374.000000 Penalty: 6013.950684
	Iteration 131Q: 3 clusters Score -2.458237e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 175367 members 
Entering Unmasked Estep 
Score: -24582348.000000 Penalty: 6013.950684
	Iteration 132Q: 3 clusters Score -2.458235e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 175411 members 
Entering Unmasked Estep 
Score: -24582348.000000 Penalty: 6013.950684
	Iteration 133Q: 3 clusters Score -2.458235e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 175446 members 
Entering Unmasked Estep 
Score: -24582320.000000 Penalty: 6013.950684
	Iteration 134Q: 3 clusters Score -2.458232e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 175476 members 
Entering Unmasked Estep 
Score: -24582300.000000 Penalty: 6013.950684
	Iteration 135Q: 3 clusters Score -2.45823e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 175510 members 
Entering Unmasked Estep 
Score: -24582320.000000 Penalty: 6013.950684
	Iteration 136Q: 3 clusters Score -2.458232e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 175545 members 
Entering Unmasked Estep 
Score: -24582320.000000 Penalty: 6013.950684
	Iteration 137Q: 3 clusters Score -2.458232e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 175585 members 
Entering Unmasked Estep 
Score: -24582298.000000 Penalty: 6013.950684
	Iteration 138Q: 3 clusters Score -2.45823e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 175624 members 
Entering Unmasked Estep 
Score: -24582318.000000 Penalty: 6013.950684
	Iteration 139Q: 3 clusters Score -2.458232e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 175666 members 
Entering Unmasked Estep 
Score: -24582336.000000 Penalty: 6013.950684
	Iteration 140F: 3 clusters Score -2.458234e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 175715 members 
Entering Unmasked Estep 
Score: -24582304.000000 Penalty: 6013.950684
	Iteration 141Q: 3 clusters Score -2.45823e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 175756 members 
Entering Unmasked Estep 
Score: -24582314.000000 Penalty: 6013.950684
	Iteration 142Q: 3 clusters Score -2.458231e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 175791 members 
Entering Unmasked Estep 
Score: -24582292.000000 Penalty: 6013.950684
	Iteration 143Q: 3 clusters Score -2.458229e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 175822 members 
Entering Unmasked Estep 
Score: -24582282.000000 Penalty: 6013.950684
	Iteration 144Q: 3 clusters Score -2.458228e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 175846 members 
Entering Unmasked Estep 
Score: -24582298.000000 Penalty: 6013.950684
	Iteration 145Q: 3 clusters Score -2.45823e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 175871 members 
Entering Unmasked Estep 
Score: -24582262.000000 Penalty: 6013.950684
	Iteration 146Q: 3 clusters Score -2.458226e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 175901 members 
Entering Unmasked Estep 
Score: -24582232.000000 Penalty: 6013.950684
	Iteration 147Q: 3 clusters Score -2.458223e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 175934 members 
Entering Unmasked Estep 
Score: -24582202.000000 Penalty: 6013.950684
	Iteration 148Q: 3 clusters Score -2.45822e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 175972 members 
Entering Unmasked Estep 
Score: -24582184.000000 Penalty: 6013.950684
	Iteration 149Q: 3 clusters Score -2.458218e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 176006 members 
Entering Unmasked Estep 
Score: -24582192.000000 Penalty: 6013.950684
	Iteration 150Q: 3 clusters Score -2.458219e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 176037 members 
Entering Unmasked Estep 
Score: -24582198.000000 Penalty: 6013.950684
	Iteration 151Q: 3 clusters Score -2.45822e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 176063 members 
Entering Unmasked Estep 
Score: -24582188.000000 Penalty: 6013.950684
	Iteration 152Q: 3 clusters Score -2.458219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 176080 members 
Entering Unmasked Estep 
Score: -24582180.000000 Penalty: 6013.950684
	Iteration 153Q: 3 clusters Score -2.458218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 176098 members 
Entering Unmasked Estep 
Score: -24582188.000000 Penalty: 6013.950684
	Iteration 154Q: 3 clusters Score -2.458219e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 176117 members 
Entering Unmasked Estep 
Score: -24582196.000000 Penalty: 6013.950684
	Iteration 155Q: 3 clusters Score -2.45822e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 176138 members 
Entering Unmasked Estep 
Score: -24582166.000000 Penalty: 6013.950684
	Iteration 156Q: 3 clusters Score -2.458217e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 176153 members 
Entering Unmasked Estep 
Score: -24582178.000000 Penalty: 6013.950684
	Iteration 157Q: 3 clusters Score -2.458218e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 176173 members 
Entering Unmasked Estep 
Score: -24582144.000000 Penalty: 6013.950684
	Iteration 158Q: 3 clusters Score -2.458214e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 176194 members 
Entering Unmasked Estep 
Score: -24582148.000000 Penalty: 6013.950684
	Iteration 159Q: 3 clusters Score -2.458215e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 176221 members 
Entering Unmasked Estep 
Score: -24582152.000000 Penalty: 6013.950684
	Iteration 160F: 3 clusters Score -2.458215e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 176244 members 
Entering Unmasked Estep 
Score: -24582158.000000 Penalty: 6013.950684
	Iteration 161Q: 3 clusters Score -2.458216e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 176264 members 
Entering Unmasked Estep 
Score: -24582146.000000 Penalty: 6013.950684
	Iteration 162Q: 3 clusters Score -2.458215e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 176285 members 
Entering Unmasked Estep 
Score: -24582140.000000 Penalty: 6013.950684
	Iteration 163Q: 3 clusters Score -2.458214e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 176302 members 
Entering Unmasked Estep 
Score: -24582164.000000 Penalty: 6013.950684
	Iteration 164Q: 3 clusters Score -2.458216e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 176322 members 
Entering Unmasked Estep 
Score: -24582152.000000 Penalty: 6013.950684
	Iteration 165Q: 3 clusters Score -2.458215e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 176336 members 
Entering Unmasked Estep 
Score: -24582140.000000 Penalty: 6013.950684
	Iteration 166Q: 3 clusters Score -2.458214e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 176349 members 
Entering Unmasked Estep 
Score: -24582156.000000 Penalty: 6013.950684
	Iteration 167Q: 3 clusters Score -2.458216e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 176372 members 
Entering Unmasked Estep 
Score: -24582196.000000 Penalty: 6013.950684
	Iteration 168Q: 3 clusters Score -2.45822e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 176395 members 
Entering Unmasked Estep 
Score: -24582170.000000 Penalty: 6013.950684
	Iteration 169Q: 3 clusters Score -2.458217e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 176420 members 
Entering Unmasked Estep 
Score: -24582160.000000 Penalty: 6013.950684
	Iteration 170Q: 3 clusters Score -2.458216e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 176438 members 
Entering Unmasked Estep 
Score: -24582132.000000 Penalty: 6013.950684
	Iteration 171Q: 3 clusters Score -2.458213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 176450 members 
Entering Unmasked Estep 
Score: -24582130.000000 Penalty: 6013.950684
	Iteration 172Q: 3 clusters Score -2.458213e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 176467 members 
Entering Unmasked Estep 
Score: -24582130.000000 Penalty: 6013.950684
	Iteration 173Q: 3 clusters Score -2.458213e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 176481 members 
Entering Unmasked Estep 
Score: -24582132.000000 Penalty: 6013.950684
	Iteration 174Q: 3 clusters Score -2.458213e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 176495 members 
Entering Unmasked Estep 
Score: -24582104.000000 Penalty: 6013.950684
	Iteration 175Q: 3 clusters Score -2.45821e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 176509 members 
Entering Unmasked Estep 
Score: -24582106.000000 Penalty: 6013.950684
	Iteration 176Q: 3 clusters Score -2.458211e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 176523 members 
Entering Unmasked Estep 
Score: -24582100.000000 Penalty: 6013.950684
	Iteration 177Q: 3 clusters Score -2.45821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 176536 members 
Entering Unmasked Estep 
Score: -24582088.000000 Penalty: 6013.950684
	Iteration 178Q: 3 clusters Score -2.458209e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 176543 members 
Entering Unmasked Estep 
Score: -24582096.000000 Penalty: 6013.950684
	Iteration 179Q: 3 clusters Score -2.45821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 176553 members 
Entering Unmasked Estep 
Score: -24582106.000000 Penalty: 6013.950684
	Iteration 180F: 3 clusters Score -2.458211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 176562 members 
Entering Unmasked Estep 
Score: -24582098.000000 Penalty: 6013.950684
	Iteration 181Q: 3 clusters Score -2.45821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 176569 members 
Entering Unmasked Estep 
Score: -24582114.000000 Penalty: 6013.950684
	Iteration 182Q: 3 clusters Score -2.458211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 176575 members 
Entering Unmasked Estep 
Score: -24582098.000000 Penalty: 6013.950684
	Iteration 183Q: 3 clusters Score -2.45821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 176582 members 
Entering Unmasked Estep 
Score: -24582098.000000 Penalty: 6013.950684
	Iteration 184Q: 3 clusters Score -2.45821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 176589 members 
Entering Unmasked Estep 
Score: -24582094.000000 Penalty: 6013.950684
	Iteration 185Q: 3 clusters Score -2.458209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 176594 members 
Entering Unmasked Estep 
Score: -24582096.000000 Penalty: 6013.950684
	Iteration 186Q: 3 clusters Score -2.45821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 176599 members 
Entering Unmasked Estep 
Score: -24582110.000000 Penalty: 6013.950684
	Iteration 187Q: 3 clusters Score -2.458211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 176608 members 
Entering Unmasked Estep 
Score: -24582092.000000 Penalty: 6013.950684
	Iteration 188Q: 3 clusters Score -2.458209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 176620 members 
Entering Unmasked Estep 
Score: -24582088.000000 Penalty: 6013.950684
	Iteration 189Q: 3 clusters Score -2.458209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 176632 members 
Entering Unmasked Estep 
Score: -24582106.000000 Penalty: 6013.950684
	Iteration 190Q: 3 clusters Score -2.458211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 176641 members 
Entering Unmasked Estep 
Score: -24582092.000000 Penalty: 6013.950684
	Iteration 191Q: 3 clusters Score -2.458209e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 176650 members 
Entering Unmasked Estep 
Score: -24582096.000000 Penalty: 6013.950684
	Iteration 192Q: 3 clusters Score -2.45821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 176659 members 
Entering Unmasked Estep 
Score: -24582088.000000 Penalty: 6013.950684
	Iteration 193Q: 3 clusters Score -2.458209e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 176665 members 
Entering Unmasked Estep 
Score: -24582080.000000 Penalty: 6013.950684
	Iteration 194Q: 3 clusters Score -2.458208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 176674 members 
Entering Unmasked Estep 
Score: -24582100.000000 Penalty: 6013.950684
	Iteration 195Q: 3 clusters Score -2.45821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 176683 members 
Entering Unmasked Estep 
Score: -24582090.000000 Penalty: 6013.950684
	Iteration 196Q: 3 clusters Score -2.458209e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 176696 members 
Entering Unmasked Estep 
Score: -24582082.000000 Penalty: 6013.950684
	Iteration 197Q: 3 clusters Score -2.458208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 176699 members 
Entering Unmasked Estep 
Score: -24582084.000000 Penalty: 6013.950684
	Iteration 198Q: 3 clusters Score -2.458208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 176701 members 
Entering Unmasked Estep 
Score: -24582078.000000 Penalty: 6013.950684
	Iteration 199Q: 3 clusters Score -2.458208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 176706 members 
Entering Unmasked Estep 
Score: -24582074.000000 Penalty: 6013.950684
	Iteration 200F: 3 clusters Score -2.458207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 176710 members 
Entering Unmasked Estep 
Score: -24582078.000000 Penalty: 6013.950684
	Iteration 201Q: 3 clusters Score -2.458208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 176714 members 
Entering Unmasked Estep 
Score: -24582076.000000 Penalty: 6013.950684
	Iteration 202Q: 3 clusters Score -2.458208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 176720 members 
Entering Unmasked Estep 
Score: -24582100.000000 Penalty: 6013.950684
	Iteration 203Q: 3 clusters Score -2.45821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 176725 members 
Entering Unmasked Estep 
Score: -24582104.000000 Penalty: 6013.950684
	Iteration 204Q: 3 clusters Score -2.45821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 176734 members 
Entering Unmasked Estep 
Score: -24582126.000000 Penalty: 6013.950684
	Iteration 205Q: 3 clusters Score -2.458213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 176737 members 
Entering Unmasked Estep 
Score: -24582118.000000 Penalty: 6013.950684
	Iteration 206Q: 3 clusters Score -2.458212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 176740 members 
Entering Unmasked Estep 
Score: -24582116.000000 Penalty: 6013.950684
	Iteration 207Q: 3 clusters Score -2.458212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 176745 members 
Entering Unmasked Estep 
Score: -24582112.000000 Penalty: 6013.950684
	Iteration 208Q: 3 clusters Score -2.458211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 176750 members 
Entering Unmasked Estep 
Score: -24582100.000000 Penalty: 6013.950684
	Iteration 209Q: 3 clusters Score -2.45821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 176756 members 
Entering Unmasked Estep 
Score: -24582112.000000 Penalty: 6013.950684
	Iteration 210Q: 3 clusters Score -2.458211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 176763 members 
Entering Unmasked Estep 
Score: -24582106.000000 Penalty: 6013.950684
	Iteration 211Q: 3 clusters Score -2.458211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 176766 members 
Entering Unmasked Estep 
Score: -24582114.000000 Penalty: 6013.950684
	Iteration 212Q: 3 clusters Score -2.458211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 176771 members 
Entering Unmasked Estep 
Score: -24582104.000000 Penalty: 6013.950684
	Iteration 213Q: 3 clusters Score -2.45821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 176775 members 
Entering Unmasked Estep 
Score: -24582114.000000 Penalty: 6013.950684
	Iteration 214Q: 3 clusters Score -2.458211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 176776 members 
Entering Unmasked Estep 
Score: -24582116.000000 Penalty: 6013.950684
	Iteration 215Q: 3 clusters Score -2.458212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 176776 members 
Entering Unmasked Estep 
Score: -24582116.000000 Penalty: 6013.950684
	Iteration 216F: 3 clusters Score -2.458212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93496 members 
Mstep: Class 2 contains 50294 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 177097 members 
Mstep: Class 5 contains 163809 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 7631 members 
Mstep: Class 8 contains 49323 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38725 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 55198 members 
Mstep: Class 16 contains 29113 members 
Mstep: Class 17 contains 39668 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79693 members 
Mstep: Class 21 contains 59967 members 
Mstep: Class 22 contains 168699 members 
Mstep: Class 23 contains 176213 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 176776 members 
Entering Unmasked Estep 
Score: -180477456.000000 Penalty: 87655.367188
Splitting cluster 7 changes total score from -180474832.000000 to -180477456.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (49323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Entering Unmasked Estep 
Score: -6629624.500000 Penalty: 2679.924072
	Iteration 0F: 2 clusters Score -6629624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -6596548.000000 Penalty: 5359.848145
	Iteration 0F: 3 clusters Score -6596548 nChanged 22752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -6609296.500000 Penalty: 5359.848145
	Iteration 1F: 3 clusters Score -6609296 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -6610226.500000 Penalty: 5359.848145
	Iteration 2Q: 3 clusters Score -6610226 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -6611484.000000 Penalty: 5359.848145
	Iteration 3Q: 3 clusters Score -6611484 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -6613178.500000 Penalty: 5359.848145
	Iteration 4F: 3 clusters Score -6613178 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -6615259.000000 Penalty: 5359.848145
	Iteration 5F: 3 clusters Score -6615259 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -6617241.500000 Penalty: 5359.848145
	Iteration 6F: 3 clusters Score -6617242 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -6618987.000000 Penalty: 5359.848145
	Iteration 7F: 3 clusters Score -6618987 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -6620180.000000 Penalty: 5359.848145
	Iteration 8F: 3 clusters Score -6620180 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -6620954.000000 Penalty: 5359.848145
	Iteration 9Q: 3 clusters Score -6620954 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -6621468.000000 Penalty: 5359.848145
	Iteration 10Q: 3 clusters Score -6621468 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -6621863.500000 Penalty: 5359.848145
	Iteration 11Q: 3 clusters Score -6621864 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -6622139.000000 Penalty: 5359.848145
	Iteration 12Q: 3 clusters Score -6622139 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -6622394.000000 Penalty: 5359.848145
	Iteration 13Q: 3 clusters Score -6622394 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -6622581.000000 Penalty: 5359.848145
	Iteration 14Q: 3 clusters Score -6622581 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -6622716.000000 Penalty: 5359.848145
	Iteration 15Q: 3 clusters Score -6622716 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -6622854.500000 Penalty: 5359.848145
	Iteration 16Q: 3 clusters Score -6622854 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -6622971.500000 Penalty: 5359.848145
	Iteration 17Q: 3 clusters Score -6622972 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -6623093.000000 Penalty: 5359.848145
	Iteration 18Q: 3 clusters Score -6623093 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -6623236.500000 Penalty: 5359.848145
	Iteration 19Q: 3 clusters Score -6623236 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -6623352.000000 Penalty: 5359.848145
	Iteration 20F: 3 clusters Score -6623352 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -6623462.500000 Penalty: 5359.848145
	Iteration 21Q: 3 clusters Score -6623462 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -6623585.000000 Penalty: 5359.848145
	Iteration 22Q: 3 clusters Score -6623585 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -6623669.500000 Penalty: 5359.848145
	Iteration 23Q: 3 clusters Score -6623670 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -6623789.000000 Penalty: 5359.848145
	Iteration 24Q: 3 clusters Score -6623789 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -6623910.500000 Penalty: 5359.848145
	Iteration 25Q: 3 clusters Score -6623910 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -6624015.000000 Penalty: 5359.848145
	Iteration 26Q: 3 clusters Score -6624015 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -6624091.500000 Penalty: 5359.848145
	Iteration 27Q: 3 clusters Score -6624092 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -6624188.500000 Penalty: 5359.848145
	Iteration 28Q: 3 clusters Score -6624188 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -6624295.500000 Penalty: 5359.848145
	Iteration 29Q: 3 clusters Score -6624296 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -6624408.000000 Penalty: 5359.848145
	Iteration 30Q: 3 clusters Score -6624408 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -6624517.000000 Penalty: 5359.848145
	Iteration 31Q: 3 clusters Score -6624517 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -6624646.000000 Penalty: 5359.848145
	Iteration 32Q: 3 clusters Score -6624646 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -6624776.000000 Penalty: 5359.848145
	Iteration 33Q: 3 clusters Score -6624776 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -6624866.500000 Penalty: 5359.848145
	Iteration 34Q: 3 clusters Score -6624866 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -6624996.000000 Penalty: 5359.848145
	Iteration 35Q: 3 clusters Score -6624996 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -6625144.000000 Penalty: 5359.848145
	Iteration 36Q: 3 clusters Score -6625144 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -6625255.000000 Penalty: 5359.848145
	Iteration 37Q: 3 clusters Score -6625255 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -6625381.000000 Penalty: 5359.848145
	Iteration 38Q: 3 clusters Score -6625381 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -6625503.000000 Penalty: 5359.848145
	Iteration 39Q: 3 clusters Score -6625503 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -6625590.500000 Penalty: 5359.848145
	Iteration 40F: 3 clusters Score -6625590 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -6625667.000000 Penalty: 5359.848145
	Iteration 41Q: 3 clusters Score -6625667 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -6625770.000000 Penalty: 5359.848145
	Iteration 42Q: 3 clusters Score -6625770 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -6625880.500000 Penalty: 5359.848145
	Iteration 43Q: 3 clusters Score -6625880 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -6625980.500000 Penalty: 5359.848145
	Iteration 44Q: 3 clusters Score -6625980 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -6626140.000000 Penalty: 5359.848145
	Iteration 45Q: 3 clusters Score -6626140 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -6626292.500000 Penalty: 5359.848145
	Iteration 46Q: 3 clusters Score -6626292 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -6626446.000000 Penalty: 5359.848145
	Iteration 47Q: 3 clusters Score -6626446 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -6626553.500000 Penalty: 5359.848145
	Iteration 48Q: 3 clusters Score -6626554 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -6626701.500000 Penalty: 5359.848145
	Iteration 49Q: 3 clusters Score -6626702 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -6626837.500000 Penalty: 5359.848145
	Iteration 50Q: 3 clusters Score -6626838 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -6626981.500000 Penalty: 5359.848145
	Iteration 51Q: 3 clusters Score -6626982 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -6627067.000000 Penalty: 5359.848145
	Iteration 52Q: 3 clusters Score -6627067 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -6627146.000000 Penalty: 5359.848145
	Iteration 53Q: 3 clusters Score -6627146 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -6627256.500000 Penalty: 5359.848145
	Iteration 54Q: 3 clusters Score -6627256 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -6627329.500000 Penalty: 5359.848145
	Iteration 55Q: 3 clusters Score -6627330 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -6627404.500000 Penalty: 5359.848145
	Iteration 56Q: 3 clusters Score -6627404 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -6627474.000000 Penalty: 5359.848145
	Iteration 57Q: 3 clusters Score -6627474 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -6627560.500000 Penalty: 5359.848145
	Iteration 58Q: 3 clusters Score -6627560 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -6627611.000000 Penalty: 5359.848145
	Iteration 59Q: 3 clusters Score -6627611 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -6627642.000000 Penalty: 5359.848145
	Iteration 60F: 3 clusters Score -6627642 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -6627696.500000 Penalty: 5359.848145
	Iteration 61Q: 3 clusters Score -6627696 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -6627739.000000 Penalty: 5359.848145
	Iteration 62Q: 3 clusters Score -6627739 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -6627795.000000 Penalty: 5359.848145
	Iteration 63Q: 3 clusters Score -6627795 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -6627829.500000 Penalty: 5359.848145
	Iteration 64Q: 3 clusters Score -6627830 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -6627862.000000 Penalty: 5359.848145
	Iteration 65Q: 3 clusters Score -6627862 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -6627882.000000 Penalty: 5359.848145
	Iteration 66Q: 3 clusters Score -6627882 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -6627897.000000 Penalty: 5359.848145
	Iteration 67Q: 3 clusters Score -6627897 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -6627913.000000 Penalty: 5359.848145
	Iteration 68Q: 3 clusters Score -6627913 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -6627931.500000 Penalty: 5359.848145
	Iteration 69Q: 3 clusters Score -6627932 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -6627956.000000 Penalty: 5359.848145
	Iteration 70Q: 3 clusters Score -6627956 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -6627955.500000 Penalty: 5359.848145
	Iteration 71Q: 3 clusters Score -6627956 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
Score: -6627971.000000 Penalty: 5359.848145
	Iteration 72Q: 3 clusters Score -6627971 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -6627979.000000 Penalty: 5359.848145
	Iteration 73Q: 3 clusters Score -6627979 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -6627979.000000 Penalty: 5359.848145
	Iteration 74Q: 3 clusters Score -6627979 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -6627989.000000 Penalty: 5359.848145
	Iteration 75Q: 3 clusters Score -6627989 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -6627997.500000 Penalty: 5359.848145
	Iteration 76Q: 3 clusters Score -6627998 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -6628019.000000 Penalty: 5359.848145
	Iteration 77Q: 3 clusters Score -6628019 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -6628031.000000 Penalty: 5359.848145
	Iteration 78Q: 3 clusters Score -6628031 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -6628034.000000 Penalty: 5359.848145
	Iteration 79Q: 3 clusters Score -6628034 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -6628050.000000 Penalty: 5359.848145
	Iteration 80F: 3 clusters Score -6628050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -6628060.000000 Penalty: 5359.848145
	Iteration 81Q: 3 clusters Score -6628060 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -6628079.500000 Penalty: 5359.848145
	Iteration 82Q: 3 clusters Score -6628080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -6628076.000000 Penalty: 5359.848145
	Iteration 83Q: 3 clusters Score -6628076 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -6628082.000000 Penalty: 5359.848145
	Iteration 84Q: 3 clusters Score -6628082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -6628072.000000 Penalty: 5359.848145
	Iteration 85Q: 3 clusters Score -6628072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -6628062.000000 Penalty: 5359.848145
	Iteration 86Q: 3 clusters Score -6628062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -6628072.000000 Penalty: 5359.848145
	Iteration 87Q: 3 clusters Score -6628072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -6628089.000000 Penalty: 5359.848145
	Iteration 88Q: 3 clusters Score -6628089 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -6628095.500000 Penalty: 5359.848145
	Iteration 89Q: 3 clusters Score -6628096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -6628092.500000 Penalty: 5359.848145
	Iteration 90Q: 3 clusters Score -6628092 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -6628113.000000 Penalty: 5359.848145
	Iteration 91Q: 3 clusters Score -6628113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -6628108.500000 Penalty: 5359.848145
	Iteration 92Q: 3 clusters Score -6628108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -6628120.500000 Penalty: 5359.848145
	Iteration 93Q: 3 clusters Score -6628120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -6628121.500000 Penalty: 5359.848145
	Iteration 94Q: 3 clusters Score -6628122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -6628116.500000 Penalty: 5359.848145
	Iteration 95Q: 3 clusters Score -6628116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -6628110.500000 Penalty: 5359.848145
	Iteration 96Q: 3 clusters Score -6628110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -6628112.000000 Penalty: 5359.848145
	Iteration 97Q: 3 clusters Score -6628112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -6628124.000000 Penalty: 5359.848145
	Iteration 98Q: 3 clusters Score -6628124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -6628129.000000 Penalty: 5359.848145
	Iteration 99Q: 3 clusters Score -6628129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -6628133.000000 Penalty: 5359.848145
	Iteration 100F: 3 clusters Score -6628133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -6628128.500000 Penalty: 5359.848145
	Iteration 101Q: 3 clusters Score -6628128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -6628133.000000 Penalty: 5359.848145
	Iteration 102Q: 3 clusters Score -6628133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -6628132.500000 Penalty: 5359.848145
	Iteration 103Q: 3 clusters Score -6628132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -6628140.500000 Penalty: 5359.848145
	Iteration 104Q: 3 clusters Score -6628140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -6628132.500000 Penalty: 5359.848145
	Iteration 105Q: 3 clusters Score -6628132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -6628140.000000 Penalty: 5359.848145
	Iteration 106Q: 3 clusters Score -6628140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -6628140.000000 Penalty: 5359.848145
	Iteration 107Q: 3 clusters Score -6628140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -6628130.500000 Penalty: 5359.848145
	Iteration 108Q: 3 clusters Score -6628130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -6628135.500000 Penalty: 5359.848145
	Iteration 109Q: 3 clusters Score -6628136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -6628144.000000 Penalty: 5359.848145
	Iteration 110Q: 3 clusters Score -6628144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -6628144.500000 Penalty: 5359.848145
	Iteration 111Q: 3 clusters Score -6628144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -6628144.000000 Penalty: 5359.848145
	Iteration 112Q: 3 clusters Score -6628144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -6628147.000000 Penalty: 5359.848145
	Iteration 113Q: 3 clusters Score -6628147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -6628154.000000 Penalty: 5359.848145
	Iteration 114Q: 3 clusters Score -6628154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -6628146.500000 Penalty: 5359.848145
	Iteration 115Q: 3 clusters Score -6628146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -6628149.000000 Penalty: 5359.848145
	Iteration 116Q: 3 clusters Score -6628149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -6628152.500000 Penalty: 5359.848145
	Iteration 117Q: 3 clusters Score -6628152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -6628151.500000 Penalty: 5359.848145
	Iteration 118Q: 3 clusters Score -6628152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -6628151.000000 Penalty: 5359.848145
	Iteration 119Q: 3 clusters Score -6628151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -6628146.500000 Penalty: 5359.848145
	Iteration 120F: 3 clusters Score -6628146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -6628147.000000 Penalty: 5359.848145
	Iteration 121Q: 3 clusters Score -6628147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -6628153.500000 Penalty: 5359.848145
	Iteration 122Q: 3 clusters Score -6628154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -6628149.000000 Penalty: 5359.848145
	Iteration 123Q: 3 clusters Score -6628149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -6628154.500000 Penalty: 5359.848145
	Iteration 124Q: 3 clusters Score -6628154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -6628166.500000 Penalty: 5359.848145
	Iteration 125Q: 3 clusters Score -6628166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 46856 members 
Entering Unmasked Estep 
Score: -6628162.000000 Penalty: 5359.848145
	Iteration 126Q: 3 clusters Score -6628162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -6628167.500000 Penalty: 5359.848145
	Iteration 127Q: 3 clusters Score -6628168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -6628166.500000 Penalty: 5359.848145
	Iteration 128Q: 3 clusters Score -6628166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -6628168.000000 Penalty: 5359.848145
	Iteration 129Q: 3 clusters Score -6628168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -6628171.000000 Penalty: 5359.848145
	Iteration 130Q: 3 clusters Score -6628171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -6628175.500000 Penalty: 5359.848145
	Iteration 131Q: 3 clusters Score -6628176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -6628179.500000 Penalty: 5359.848145
	Iteration 132Q: 3 clusters Score -6628180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -6628180.000000 Penalty: 5359.848145
	Iteration 133Q: 3 clusters Score -6628180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -6628172.500000 Penalty: 5359.848145
	Iteration 134Q: 3 clusters Score -6628172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -6628176.000000 Penalty: 5359.848145
	Iteration 135Q: 3 clusters Score -6628176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -6628176.500000 Penalty: 5359.848145
	Iteration 136Q: 3 clusters Score -6628176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -6628172.500000 Penalty: 5359.848145
	Iteration 137Q: 3 clusters Score -6628172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -6628177.000000 Penalty: 5359.848145
	Iteration 138Q: 3 clusters Score -6628177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -6628173.500000 Penalty: 5359.848145
	Iteration 139Q: 3 clusters Score -6628174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -6628173.500000 Penalty: 5359.848145
	Iteration 140F: 3 clusters Score -6628174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Entering Unmasked Estep 
Score: -347177.250000 Penalty: 1955.468384
	Iteration 0F: 2 clusters Score -347177.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -344168.968750 Penalty: 3910.936768
	Iteration 0F: 3 clusters Score -344169 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -345614.406250 Penalty: 3910.936768
	Iteration 1F: 3 clusters Score -345614.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -349054.406250 Penalty: 3910.936768
	Iteration 2F: 3 clusters Score -349054.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -350233.937500 Penalty: 3910.936768
	Iteration 3F: 3 clusters Score -350233.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -350671.156250 Penalty: 3910.936768
	Iteration 4F: 3 clusters Score -350671.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -350782.656250 Penalty: 3910.936768
	Iteration 5Q: 3 clusters Score -350782.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -350826.875000 Penalty: 3910.936768
	Iteration 6Q: 3 clusters Score -350826.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -350853.687500 Penalty: 3910.936768
	Iteration 7Q: 3 clusters Score -350853.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -350863.406250 Penalty: 3910.936768
	Iteration 8Q: 3 clusters Score -350863.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -350863.406250 Penalty: 3910.936768
	Iteration 9F: 3 clusters Score -350863.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93496 members 
Mstep: Class 2 contains 50294 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 177097 members 
Mstep: Class 5 contains 163809 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 7631 members 
Mstep: Class 8 contains 49323 members 
Mstep: Class 9 contains 222 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38725 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 55198 members 
Mstep: Class 16 contains 29113 members 
Mstep: Class 17 contains 39668 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79693 members 
Mstep: Class 21 contains 59967 members 
Mstep: Class 22 contains 168699 members 
Mstep: Class 23 contains 176213 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 176776 members 
Mstep: Class 26 contains 2435 members 
Entering Unmasked Estep 
Score: -180476336.000000 Penalty: 91161.578125
Splitting cluster 9 changes total score from -180474832.000000 to -180476336.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 10 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -63697.746094 Penalty: 1556.140991
	Iteration 0F: 2 clusters Score -63697.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62116.257812 Penalty: 3112.281982
	Iteration 0F: 3 clusters Score -62116.26 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -62361.601562 Penalty: 3112.281982
	Iteration 1F: 3 clusters Score -62361.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -62737.773438 Penalty: 3112.281982
	Iteration 2F: 3 clusters Score -62737.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -62933.648438 Penalty: 3112.281982
	Iteration 3F: 3 clusters Score -62933.65 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -63135.484375 Penalty: 3112.281982
	Iteration 4F: 3 clusters Score -63135.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -63308.699219 Penalty: 3112.281982
	Iteration 5F: 3 clusters Score -63308.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -63594.019531 Penalty: 3112.281982
	Iteration 6Q: 3 clusters Score -63594.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -64028.011719 Penalty: 3112.281982
	Iteration 7Q: 3 clusters Score -64028.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -64093.703125 Penalty: 3112.281982
	Iteration 8Q: 3 clusters Score -64093.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -64142.902344 Penalty: 3112.281982
	Iteration 9Q: 3 clusters Score -64142.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -64188.785156 Penalty: 3112.281982
	Iteration 10Q: 3 clusters Score -64188.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -64224.453125 Penalty: 3112.281982
	Iteration 11Q: 3 clusters Score -64224.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -64265.542969 Penalty: 3112.281982
	Iteration 12Q: 3 clusters Score -64265.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -64265.542969 Penalty: 3112.281982
	Iteration 13F: 3 clusters Score -64265.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93496 members 
Mstep: Class 2 contains 50294 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 177097 members 
Mstep: Class 5 contains 163809 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 7631 members 
Mstep: Class 8 contains 49323 members 
Mstep: Class 9 contains 222 members 
Mstep: Class 10 contains 421 members 
Mstep: Class 11 contains 38725 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 55198 members 
Mstep: Class 16 contains 29113 members 
Mstep: Class 17 contains 39668 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79693 members 
Mstep: Class 21 contains 59967 members 
Mstep: Class 22 contains 168699 members 
Mstep: Class 23 contains 176213 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 176776 members 
Mstep: Class 26 contains 2435 members 
Mstep: Class 27 contains 110 members 
Entering Unmasked Estep 
Score: -180474656.000000 Penalty: 94667.796875
Splitting cluster 10 changes total score from -180474832.000000 to -180474656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (38725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Entering Unmasked Estep 
Score: -5151096.500000 Penalty: 2619.931641
	Iteration 0F: 2 clusters Score -5151096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -5124902.500000 Penalty: 5239.863281
	Iteration 0F: 3 clusters Score -5124902 nChanged 17667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -5134404.000000 Penalty: 5239.863281
	Iteration 1F: 3 clusters Score -5134404 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -5134831.500000 Penalty: 5239.863281
	Iteration 2Q: 3 clusters Score -5134832 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -5135336.000000 Penalty: 5239.863281
	Iteration 3Q: 3 clusters Score -5135336 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -5135991.000000 Penalty: 5239.863281
	Iteration 4Q: 3 clusters Score -5135991 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -5136919.500000 Penalty: 5239.863281
	Iteration 5Q: 3 clusters Score -5136920 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -5138154.000000 Penalty: 5239.863281
	Iteration 6F: 3 clusters Score -5138154 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -5139814.500000 Penalty: 5239.863281
	Iteration 7F: 3 clusters Score -5139814 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -5141815.000000 Penalty: 5239.863281
	Iteration 8F: 3 clusters Score -5141815 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -5143960.500000 Penalty: 5239.863281
	Iteration 9F: 3 clusters Score -5143960 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -5145845.000000 Penalty: 5239.863281
	Iteration 10F: 3 clusters Score -5145845 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -5147111.500000 Penalty: 5239.863281
	Iteration 11Q: 3 clusters Score -5147112 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -5147773.500000 Penalty: 5239.863281
	Iteration 12Q: 3 clusters Score -5147774 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -5148153.000000 Penalty: 5239.863281
	Iteration 13Q: 3 clusters Score -5148153 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -5148358.500000 Penalty: 5239.863281
	Iteration 14Q: 3 clusters Score -5148358 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -5148493.500000 Penalty: 5239.863281
	Iteration 15Q: 3 clusters Score -5148494 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -5148614.000000 Penalty: 5239.863281
	Iteration 16Q: 3 clusters Score -5148614 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -5148714.000000 Penalty: 5239.863281
	Iteration 17Q: 3 clusters Score -5148714 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -5148793.500000 Penalty: 5239.863281
	Iteration 18Q: 3 clusters Score -5148794 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -5148824.500000 Penalty: 5239.863281
	Iteration 19Q: 3 clusters Score -5148824 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -5148900.000000 Penalty: 5239.863281
	Iteration 20F: 3 clusters Score -5148900 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -5148957.500000 Penalty: 5239.863281
	Iteration 21Q: 3 clusters Score -5148958 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -5148994.500000 Penalty: 5239.863281
	Iteration 22Q: 3 clusters Score -5148994 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -5149039.000000 Penalty: 5239.863281
	Iteration 23Q: 3 clusters Score -5149039 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -5149067.000000 Penalty: 5239.863281
	Iteration 24Q: 3 clusters Score -5149067 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -5149105.500000 Penalty: 5239.863281
	Iteration 25Q: 3 clusters Score -5149106 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -5149148.500000 Penalty: 5239.863281
	Iteration 26Q: 3 clusters Score -5149148 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -5149187.000000 Penalty: 5239.863281
	Iteration 27Q: 3 clusters Score -5149187 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -5149226.500000 Penalty: 5239.863281
	Iteration 28Q: 3 clusters Score -5149226 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -5149246.500000 Penalty: 5239.863281
	Iteration 29Q: 3 clusters Score -5149246 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -5149251.500000 Penalty: 5239.863281
	Iteration 30Q: 3 clusters Score -5149252 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -5149268.500000 Penalty: 5239.863281
	Iteration 31Q: 3 clusters Score -5149268 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -5149277.000000 Penalty: 5239.863281
	Iteration 32Q: 3 clusters Score -5149277 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -5149285.500000 Penalty: 5239.863281
	Iteration 33Q: 3 clusters Score -5149286 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -5149313.500000 Penalty: 5239.863281
	Iteration 34Q: 3 clusters Score -5149314 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -5149329.500000 Penalty: 5239.863281
	Iteration 35Q: 3 clusters Score -5149330 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -5149325.500000 Penalty: 5239.863281
	Iteration 36Q: 3 clusters Score -5149326 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -5149343.000000 Penalty: 5239.863281
	Iteration 37Q: 3 clusters Score -5149343 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -5149345.500000 Penalty: 5239.863281
	Iteration 38Q: 3 clusters Score -5149346 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -5149360.500000 Penalty: 5239.863281
	Iteration 39Q: 3 clusters Score -5149360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -5149369.000000 Penalty: 5239.863281
	Iteration 40F: 3 clusters Score -5149369 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -5149395.500000 Penalty: 5239.863281
	Iteration 41Q: 3 clusters Score -5149396 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -5149397.000000 Penalty: 5239.863281
	Iteration 42Q: 3 clusters Score -5149397 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -5149416.500000 Penalty: 5239.863281
	Iteration 43Q: 3 clusters Score -5149416 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -5149430.500000 Penalty: 5239.863281
	Iteration 44Q: 3 clusters Score -5149430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -5149444.000000 Penalty: 5239.863281
	Iteration 45Q: 3 clusters Score -5149444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -5149456.000000 Penalty: 5239.863281
	Iteration 46Q: 3 clusters Score -5149456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -5149457.000000 Penalty: 5239.863281
	Iteration 47Q: 3 clusters Score -5149457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -5149462.500000 Penalty: 5239.863281
	Iteration 48Q: 3 clusters Score -5149462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -5149466.000000 Penalty: 5239.863281
	Iteration 49Q: 3 clusters Score -5149466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -5149471.500000 Penalty: 5239.863281
	Iteration 50Q: 3 clusters Score -5149472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -5149465.500000 Penalty: 5239.863281
	Iteration 51Q: 3 clusters Score -5149466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -5149458.500000 Penalty: 5239.863281
	Iteration 52Q: 3 clusters Score -5149458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -5149464.500000 Penalty: 5239.863281
	Iteration 53Q: 3 clusters Score -5149464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -5149471.000000 Penalty: 5239.863281
	Iteration 54Q: 3 clusters Score -5149471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -5149469.500000 Penalty: 5239.863281
	Iteration 55Q: 3 clusters Score -5149470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -5149474.500000 Penalty: 5239.863281
	Iteration 56Q: 3 clusters Score -5149474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -5149476.000000 Penalty: 5239.863281
	Iteration 57Q: 3 clusters Score -5149476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -5149485.500000 Penalty: 5239.863281
	Iteration 58Q: 3 clusters Score -5149486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -5149484.500000 Penalty: 5239.863281
	Iteration 59Q: 3 clusters Score -5149484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -5149492.000000 Penalty: 5239.863281
	Iteration 60F: 3 clusters Score -5149492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -5149489.000000 Penalty: 5239.863281
	Iteration 61Q: 3 clusters Score -5149489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -5149486.000000 Penalty: 5239.863281
	Iteration 62Q: 3 clusters Score -5149486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -5149484.000000 Penalty: 5239.863281
	Iteration 63Q: 3 clusters Score -5149484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -5149484.000000 Penalty: 5239.863281
	Iteration 64F: 3 clusters Score -5149484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -103364.484375 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -103364.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -101567.062500 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -101567.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -101824.148438 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -101824.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -101920.460938 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -101920.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -102008.742188 Penalty: 3343.297607
	Iteration 3Q: 3 clusters Score -102008.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -102154.468750 Penalty: 3343.297607
	Iteration 4Q: 3 clusters Score -102154.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -102323.796875 Penalty: 3343.297607
	Iteration 5Q: 3 clusters Score -102323.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -102605.718750 Penalty: 3343.297607
	Iteration 6F: 3 clusters Score -102605.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -103129.593750 Penalty: 3343.297607
	Iteration 7F: 3 clusters Score -103129.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -103410.742188 Penalty: 3343.297607
	Iteration 8F: 3 clusters Score -103410.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -103699.460938 Penalty: 3343.297607
	Iteration 9F: 3 clusters Score -103699.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -103883.773438 Penalty: 3343.297607
	Iteration 10Q: 3 clusters Score -103883.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -103952.195312 Penalty: 3343.297607
	Iteration 11Q: 3 clusters Score -103952.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -103975.039062 Penalty: 3343.297607
	Iteration 12Q: 3 clusters Score -103975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -103979.265625 Penalty: 3343.297607
	Iteration 13Q: 3 clusters Score -103979.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -103982.187500 Penalty: 3343.297607
	Iteration 14Q: 3 clusters Score -103982.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -103983.859375 Penalty: 3343.297607
	Iteration 15Q: 3 clusters Score -103983.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -103983.859375 Penalty: 3343.297607
	Iteration 16F: 3 clusters Score -103983.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93496 members 
Mstep: Class 2 contains 50294 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 177097 members 
Mstep: Class 5 contains 163809 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 7631 members 
Mstep: Class 8 contains 49323 members 
Mstep: Class 9 contains 222 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38725 members 
Mstep: Class 12 contains 554 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 55198 members 
Mstep: Class 16 contains 29113 members 
Mstep: Class 17 contains 39668 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79693 members 
Mstep: Class 21 contains 59967 members 
Mstep: Class 22 contains 168699 members 
Mstep: Class 23 contains 176213 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 176776 members 
Mstep: Class 26 contains 2435 members 
Mstep: Class 27 contains 292 members 
Entering Unmasked Estep 
Score: -180475408.000000 Penalty: 94667.796875
Splitting cluster 12 changes total score from -180474832.000000 to -180475408.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -118626.179688 Penalty: 1690.550415
	Iteration 0F: 2 clusters Score -118626.2 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 462 members 
Entering Unmasked Estep 
Score: -116747.609375 Penalty: 3381.100830
	Iteration 0F: 3 clusters Score -116747.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -116980.406250 Penalty: 3381.100830
	Iteration 1F: 3 clusters Score -116980.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -117038.929688 Penalty: 3381.100830
	Iteration 2Q: 3 clusters Score -117038.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -117060.710938 Penalty: 3381.100830
	Iteration 3Q: 3 clusters Score -117060.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -117079.187500 Penalty: 3381.100830
	Iteration 4Q: 3 clusters Score -117079.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -117087.054688 Penalty: 3381.100830
	Iteration 5Q: 3 clusters Score -117087.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -117094.429688 Penalty: 3381.100830
	Iteration 6Q: 3 clusters Score -117094.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -117104.171875 Penalty: 3381.100830
	Iteration 7Q: 3 clusters Score -117104.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -117108.960938 Penalty: 3381.100830
	Iteration 8Q: 3 clusters Score -117109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -117116.820312 Penalty: 3381.100830
	Iteration 9Q: 3 clusters Score -117116.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -117120.492188 Penalty: 3381.100830
	Iteration 10Q: 3 clusters Score -117120.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -117124.500000 Penalty: 3381.100830
	Iteration 11Q: 3 clusters Score -117124.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -117126.054688 Penalty: 3381.100830
	Iteration 12Q: 3 clusters Score -117126.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -117131.703125 Penalty: 3381.100830
	Iteration 13Q: 3 clusters Score -117131.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -117134.398438 Penalty: 3381.100830
	Iteration 14Q: 3 clusters Score -117134.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -117134.929688 Penalty: 3381.100830
	Iteration 15Q: 3 clusters Score -117134.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -117136.929688 Penalty: 3381.100830
	Iteration 16Q: 3 clusters Score -117136.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -117136.929688 Penalty: 3381.100830
	Iteration 17F: 3 clusters Score -117136.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Entering Unmasked Estep 
Score: -123137.312500 Penalty: 1714.853271
	Iteration 0F: 2 clusters Score -123137.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -121256.992188 Penalty: 3429.706543
	Iteration 0F: 3 clusters Score -121257 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -121681.703125 Penalty: 3429.706543
	Iteration 1F: 3 clusters Score -121681.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -121953.257812 Penalty: 3429.706543
	Iteration 2F: 3 clusters Score -121953.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -122189.242188 Penalty: 3429.706543
	Iteration 3F: 3 clusters Score -122189.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -122347.515625 Penalty: 3429.706543
	Iteration 4Q: 3 clusters Score -122347.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -122393.179688 Penalty: 3429.706543
	Iteration 5Q: 3 clusters Score -122393.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -122425.078125 Penalty: 3429.706543
	Iteration 6Q: 3 clusters Score -122425.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -122451.046875 Penalty: 3429.706543
	Iteration 7Q: 3 clusters Score -122451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -122491.304688 Penalty: 3429.706543
	Iteration 8Q: 3 clusters Score -122491.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -122560.804688 Penalty: 3429.706543
	Iteration 9Q: 3 clusters Score -122560.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -122620.070312 Penalty: 3429.706543
	Iteration 10Q: 3 clusters Score -122620.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -122661.000000 Penalty: 3429.706543
	Iteration 11Q: 3 clusters Score -122661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -122694.570312 Penalty: 3429.706543
	Iteration 12Q: 3 clusters Score -122694.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -122729.539062 Penalty: 3429.706543
	Iteration 13Q: 3 clusters Score -122729.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -122742.617188 Penalty: 3429.706543
	Iteration 14Q: 3 clusters Score -122742.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -122745.132812 Penalty: 3429.706543
	Iteration 15Q: 3 clusters Score -122745.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -122745.132812 Penalty: 3429.706543
	Iteration 16F: 3 clusters Score -122745.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (55198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Entering Unmasked Estep 
Score: -7330456.000000 Penalty: 2707.833252
	Iteration 0F: 2 clusters Score -7330456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -7293302.500000 Penalty: 5415.666504
	Iteration 0F: 3 clusters Score -7293302 nChanged 25577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -7307691.500000 Penalty: 5415.666504
	Iteration 1F: 3 clusters Score -7307692 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -7308611.500000 Penalty: 5415.666504
	Iteration 2Q: 3 clusters Score -7308612 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -7309871.500000 Penalty: 5415.666504
	Iteration 3Q: 3 clusters Score -7309872 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -7311556.500000 Penalty: 5415.666504
	Iteration 4F: 3 clusters Score -7311556 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -7314046.500000 Penalty: 5415.666504
	Iteration 5F: 3 clusters Score -7314046 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -7317609.500000 Penalty: 5415.666504
	Iteration 6F: 3 clusters Score -7317610 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -7321646.500000 Penalty: 5415.666504
	Iteration 7F: 3 clusters Score -7321646 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -7324685.500000 Penalty: 5415.666504
	Iteration 8F: 3 clusters Score -7324686 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -7326013.000000 Penalty: 5415.666504
	Iteration 9Q: 3 clusters Score -7326013 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -7326551.500000 Penalty: 5415.666504
	Iteration 10Q: 3 clusters Score -7326552 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -7326783.500000 Penalty: 5415.666504
	Iteration 11Q: 3 clusters Score -7326784 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -7327020.000000 Penalty: 5415.666504
	Iteration 12Q: 3 clusters Score -7327020 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -7327214.500000 Penalty: 5415.666504
	Iteration 13Q: 3 clusters Score -7327214 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -7327325.500000 Penalty: 5415.666504
	Iteration 14Q: 3 clusters Score -7327326 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -7327419.500000 Penalty: 5415.666504
	Iteration 15Q: 3 clusters Score -7327420 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -7327528.000000 Penalty: 5415.666504
	Iteration 16Q: 3 clusters Score -7327528 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -7327610.500000 Penalty: 5415.666504
	Iteration 17Q: 3 clusters Score -7327610 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -7327695.000000 Penalty: 5415.666504
	Iteration 18Q: 3 clusters Score -7327695 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 47084 members 
Entering Unmasked Estep 
Score: -7327746.000000 Penalty: 5415.666504
	Iteration 19Q: 3 clusters Score -7327746 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -7327817.500000 Penalty: 5415.666504
	Iteration 20F: 3 clusters Score -7327818 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -7327895.000000 Penalty: 5415.666504
	Iteration 21Q: 3 clusters Score -7327895 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
Score: -7327974.500000 Penalty: 5415.666504
	Iteration 22Q: 3 clusters Score -7327974 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -7328029.500000 Penalty: 5415.666504
	Iteration 23Q: 3 clusters Score -7328030 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -7328067.500000 Penalty: 5415.666504
	Iteration 24Q: 3 clusters Score -7328068 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 48630 members 
Entering Unmasked Estep 
Score: -7328119.500000 Penalty: 5415.666504
	Iteration 25Q: 3 clusters Score -7328120 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -7328155.000000 Penalty: 5415.666504
	Iteration 26Q: 3 clusters Score -7328155 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -7328184.000000 Penalty: 5415.666504
	Iteration 27Q: 3 clusters Score -7328184 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -7328216.000000 Penalty: 5415.666504
	Iteration 28Q: 3 clusters Score -7328216 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -7328261.000000 Penalty: 5415.666504
	Iteration 29Q: 3 clusters Score -7328261 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
Score: -7328283.000000 Penalty: 5415.666504
	Iteration 30Q: 3 clusters Score -7328283 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -7328277.500000 Penalty: 5415.666504
	Iteration 31Q: 3 clusters Score -7328278 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -7328292.500000 Penalty: 5415.666504
	Iteration 32Q: 3 clusters Score -7328292 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 49772 members 
Entering Unmasked Estep 
Score: -7328314.500000 Penalty: 5415.666504
	Iteration 33Q: 3 clusters Score -7328314 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -7328319.500000 Penalty: 5415.666504
	Iteration 34Q: 3 clusters Score -7328320 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -7328337.500000 Penalty: 5415.666504
	Iteration 35Q: 3 clusters Score -7328338 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -7328350.000000 Penalty: 5415.666504
	Iteration 36Q: 3 clusters Score -7328350 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -7328350.000000 Penalty: 5415.666504
	Iteration 37Q: 3 clusters Score -7328350 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -7328354.000000 Penalty: 5415.666504
	Iteration 38Q: 3 clusters Score -7328354 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -7328371.000000 Penalty: 5415.666504
	Iteration 39Q: 3 clusters Score -7328371 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -7328382.000000 Penalty: 5415.666504
	Iteration 40F: 3 clusters Score -7328382 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -7328367.500000 Penalty: 5415.666504
	Iteration 41Q: 3 clusters Score -7328368 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -7328381.000000 Penalty: 5415.666504
	Iteration 42Q: 3 clusters Score -7328381 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 50443 members 
Entering Unmasked Estep 
Score: -7328388.500000 Penalty: 5415.666504
	Iteration 43Q: 3 clusters Score -7328388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -7328401.000000 Penalty: 5415.666504
	Iteration 44Q: 3 clusters Score -7328401 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -7328399.500000 Penalty: 5415.666504
	Iteration 45Q: 3 clusters Score -7328400 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 50581 members 
Entering Unmasked Estep 
Score: -7328419.000000 Penalty: 5415.666504
	Iteration 46Q: 3 clusters Score -7328419 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -7328423.000000 Penalty: 5415.666504
	Iteration 47Q: 3 clusters Score -7328423 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -7328430.500000 Penalty: 5415.666504
	Iteration 48Q: 3 clusters Score -7328430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -7328425.500000 Penalty: 5415.666504
	Iteration 49Q: 3 clusters Score -7328426 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -7328430.000000 Penalty: 5415.666504
	Iteration 50Q: 3 clusters Score -7328430 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -7328446.000000 Penalty: 5415.666504
	Iteration 51Q: 3 clusters Score -7328446 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -7328451.500000 Penalty: 5415.666504
	Iteration 52Q: 3 clusters Score -7328452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -7328451.500000 Penalty: 5415.666504
	Iteration 53Q: 3 clusters Score -7328452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -7328453.000000 Penalty: 5415.666504
	Iteration 54Q: 3 clusters Score -7328453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 50978 members 
Entering Unmasked Estep 
Score: -7328464.000000 Penalty: 5415.666504
	Iteration 55Q: 3 clusters Score -7328464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -7328461.000000 Penalty: 5415.666504
	Iteration 56Q: 3 clusters Score -7328461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 51031 members 
Entering Unmasked Estep 
Score: -7328473.000000 Penalty: 5415.666504
	Iteration 57Q: 3 clusters Score -7328473 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
Score: -7328474.500000 Penalty: 5415.666504
	Iteration 58Q: 3 clusters Score -7328474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -7328480.500000 Penalty: 5415.666504
	Iteration 59Q: 3 clusters Score -7328480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -7328486.000000 Penalty: 5415.666504
	Iteration 60F: 3 clusters Score -7328486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 51161 members 
Entering Unmasked Estep 
Score: -7328491.500000 Penalty: 5415.666504
	Iteration 61Q: 3 clusters Score -7328492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 51186 members 
Entering Unmasked Estep 
Score: -7328501.000000 Penalty: 5415.666504
	Iteration 62Q: 3 clusters Score -7328501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 51210 members 
Entering Unmasked Estep 
Score: -7328512.500000 Penalty: 5415.666504
	Iteration 63Q: 3 clusters Score -7328512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 51227 members 
Entering Unmasked Estep 
Score: -7328509.500000 Penalty: 5415.666504
	Iteration 64Q: 3 clusters Score -7328510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -7328508.500000 Penalty: 5415.666504
	Iteration 65Q: 3 clusters Score -7328508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -7328506.000000 Penalty: 5415.666504
	Iteration 66Q: 3 clusters Score -7328506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 51270 members 
Entering Unmasked Estep 
Score: -7328511.000000 Penalty: 5415.666504
	Iteration 67Q: 3 clusters Score -7328511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -7328507.000000 Penalty: 5415.666504
	Iteration 68Q: 3 clusters Score -7328507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 51301 members 
Entering Unmasked Estep 
Score: -7328507.500000 Penalty: 5415.666504
	Iteration 69Q: 3 clusters Score -7328508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -7328514.000000 Penalty: 5415.666504
	Iteration 70Q: 3 clusters Score -7328514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -7328512.000000 Penalty: 5415.666504
	Iteration 71Q: 3 clusters Score -7328512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 51335 members 
Entering Unmasked Estep 
Score: -7328508.500000 Penalty: 5415.666504
	Iteration 72Q: 3 clusters Score -7328508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -7328510.500000 Penalty: 5415.666504
	Iteration 73Q: 3 clusters Score -7328510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -7328511.000000 Penalty: 5415.666504
	Iteration 74Q: 3 clusters Score -7328511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 51379 members 
Entering Unmasked Estep 
Score: -7328534.000000 Penalty: 5415.666504
	Iteration 75Q: 3 clusters Score -7328534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -7328538.000000 Penalty: 5415.666504
	Iteration 76Q: 3 clusters Score -7328538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -7328540.000000 Penalty: 5415.666504
	Iteration 77Q: 3 clusters Score -7328540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -7328535.500000 Penalty: 5415.666504
	Iteration 78Q: 3 clusters Score -7328536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -7328534.000000 Penalty: 5415.666504
	Iteration 79Q: 3 clusters Score -7328534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -7328529.000000 Penalty: 5415.666504
	Iteration 80F: 3 clusters Score -7328529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -7328535.000000 Penalty: 5415.666504
	Iteration 81Q: 3 clusters Score -7328535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 51431 members 
Entering Unmasked Estep 
Score: -7328526.000000 Penalty: 5415.666504
	Iteration 82Q: 3 clusters Score -7328526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 51440 members 
Entering Unmasked Estep 
Score: -7328535.000000 Penalty: 5415.666504
	Iteration 83Q: 3 clusters Score -7328535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -7328524.000000 Penalty: 5415.666504
	Iteration 84Q: 3 clusters Score -7328524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -7328523.000000 Penalty: 5415.666504
	Iteration 85Q: 3 clusters Score -7328523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -7328524.000000 Penalty: 5415.666504
	Iteration 86Q: 3 clusters Score -7328524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 51458 members 
Entering Unmasked Estep 
Score: -7328523.000000 Penalty: 5415.666504
	Iteration 87Q: 3 clusters Score -7328523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -7328520.000000 Penalty: 5415.666504
	Iteration 88Q: 3 clusters Score -7328520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -7328514.000000 Penalty: 5415.666504
	Iteration 89Q: 3 clusters Score -7328514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -7328517.500000 Penalty: 5415.666504
	Iteration 90Q: 3 clusters Score -7328518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -7328519.000000 Penalty: 5415.666504
	Iteration 91Q: 3 clusters Score -7328519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -7328519.000000 Penalty: 5415.666504
	Iteration 92Q: 3 clusters Score -7328519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 51472 members 
Entering Unmasked Estep 
Score: -7328521.000000 Penalty: 5415.666504
	Iteration 93Q: 3 clusters Score -7328521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -7328521.000000 Penalty: 5415.666504
	Iteration 94Q: 3 clusters Score -7328521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -7328521.500000 Penalty: 5415.666504
	Iteration 95Q: 3 clusters Score -7328522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -7328524.500000 Penalty: 5415.666504
	Iteration 96Q: 3 clusters Score -7328524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -7328524.500000 Penalty: 5415.666504
	Iteration 97F: 3 clusters Score -7328524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Entering Unmasked Estep 
Score: -3862132.750000 Penalty: 2549.177246
	Iteration 0F: 2 clusters Score -3862133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -3842136.750000 Penalty: 5098.354492
	Iteration 0F: 3 clusters Score -3842137 nChanged 13043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -3849052.000000 Penalty: 5098.354492
	Iteration 1F: 3 clusters Score -3849052 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -3849655.000000 Penalty: 5098.354492
	Iteration 2Q: 3 clusters Score -3849655 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -3850550.750000 Penalty: 5098.354492
	Iteration 3F: 3 clusters Score -3850551 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -3851674.750000 Penalty: 5098.354492
	Iteration 4F: 3 clusters Score -3851675 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -3852887.000000 Penalty: 5098.354492
	Iteration 5F: 3 clusters Score -3852887 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -3854046.750000 Penalty: 5098.354492
	Iteration 6F: 3 clusters Score -3854047 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -3855275.500000 Penalty: 5098.354492
	Iteration 7F: 3 clusters Score -3855276 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -3856576.750000 Penalty: 5098.354492
	Iteration 8F: 3 clusters Score -3856577 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3857897.750000 Penalty: 5098.354492
	Iteration 9F: 3 clusters Score -3857898 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3859010.500000 Penalty: 5098.354492
	Iteration 10F: 3 clusters Score -3859010 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -3859803.250000 Penalty: 5098.354492
	Iteration 11Q: 3 clusters Score -3859803 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -3860357.500000 Penalty: 5098.354492
	Iteration 12Q: 3 clusters Score -3860358 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -3860744.250000 Penalty: 5098.354492
	Iteration 13Q: 3 clusters Score -3860744 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -3861025.500000 Penalty: 5098.354492
	Iteration 14Q: 3 clusters Score -3861026 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -3861219.750000 Penalty: 5098.354492
	Iteration 15Q: 3 clusters Score -3861220 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -3861312.500000 Penalty: 5098.354492
	Iteration 16Q: 3 clusters Score -3861312 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -3861376.000000 Penalty: 5098.354492
	Iteration 17Q: 3 clusters Score -3861376 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -3861441.750000 Penalty: 5098.354492
	Iteration 18Q: 3 clusters Score -3861442 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -3861483.500000 Penalty: 5098.354492
	Iteration 19Q: 3 clusters Score -3861484 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -3861531.750000 Penalty: 5098.354492
	Iteration 20F: 3 clusters Score -3861532 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -3861574.250000 Penalty: 5098.354492
	Iteration 21Q: 3 clusters Score -3861574 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -3861614.250000 Penalty: 5098.354492
	Iteration 22Q: 3 clusters Score -3861614 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -3861650.000000 Penalty: 5098.354492
	Iteration 23Q: 3 clusters Score -3861650 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3861684.500000 Penalty: 5098.354492
	Iteration 24Q: 3 clusters Score -3861684 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -3861712.000000 Penalty: 5098.354492
	Iteration 25Q: 3 clusters Score -3861712 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -3861748.750000 Penalty: 5098.354492
	Iteration 26Q: 3 clusters Score -3861749 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -3861795.000000 Penalty: 5098.354492
	Iteration 27Q: 3 clusters Score -3861795 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -3861807.750000 Penalty: 5098.354492
	Iteration 28Q: 3 clusters Score -3861808 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -3861835.000000 Penalty: 5098.354492
	Iteration 29Q: 3 clusters Score -3861835 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -3861842.750000 Penalty: 5098.354492
	Iteration 30Q: 3 clusters Score -3861843 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -3861871.250000 Penalty: 5098.354492
	Iteration 31Q: 3 clusters Score -3861871 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -3861885.750000 Penalty: 5098.354492
	Iteration 32Q: 3 clusters Score -3861886 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -3861898.750000 Penalty: 5098.354492
	Iteration 33Q: 3 clusters Score -3861899 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -3861927.750000 Penalty: 5098.354492
	Iteration 34Q: 3 clusters Score -3861928 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -3861929.750000 Penalty: 5098.354492
	Iteration 35Q: 3 clusters Score -3861930 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -3861940.250000 Penalty: 5098.354492
	Iteration 36Q: 3 clusters Score -3861940 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -3861948.500000 Penalty: 5098.354492
	Iteration 37Q: 3 clusters Score -3861948 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -3861955.000000 Penalty: 5098.354492
	Iteration 38Q: 3 clusters Score -3861955 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -3861970.000000 Penalty: 5098.354492
	Iteration 39Q: 3 clusters Score -3861970 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -3861981.750000 Penalty: 5098.354492
	Iteration 40F: 3 clusters Score -3861982 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -3861991.000000 Penalty: 5098.354492
	Iteration 41Q: 3 clusters Score -3861991 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -3862015.250000 Penalty: 5098.354492
	Iteration 42Q: 3 clusters Score -3862015 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -3862005.250000 Penalty: 5098.354492
	Iteration 43Q: 3 clusters Score -3862005 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -3862022.000000 Penalty: 5098.354492
	Iteration 44Q: 3 clusters Score -3862022 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -3862028.250000 Penalty: 5098.354492
	Iteration 45Q: 3 clusters Score -3862028 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -3862046.500000 Penalty: 5098.354492
	Iteration 46Q: 3 clusters Score -3862046 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -3862056.000000 Penalty: 5098.354492
	Iteration 47Q: 3 clusters Score -3862056 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -3862071.000000 Penalty: 5098.354492
	Iteration 48Q: 3 clusters Score -3862071 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -3862088.250000 Penalty: 5098.354492
	Iteration 49Q: 3 clusters Score -3862088 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -3862080.250000 Penalty: 5098.354492
	Iteration 50Q: 3 clusters Score -3862080 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -3862090.500000 Penalty: 5098.354492
	Iteration 51Q: 3 clusters Score -3862090 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -3862096.500000 Penalty: 5098.354492
	Iteration 52Q: 3 clusters Score -3862096 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -3862109.500000 Penalty: 5098.354492
	Iteration 53Q: 3 clusters Score -3862110 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -3862113.750000 Penalty: 5098.354492
	Iteration 54Q: 3 clusters Score -3862114 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -3862119.750000 Penalty: 5098.354492
	Iteration 55Q: 3 clusters Score -3862120 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -3862129.750000 Penalty: 5098.354492
	Iteration 56Q: 3 clusters Score -3862130 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -3862142.000000 Penalty: 5098.354492
	Iteration 57Q: 3 clusters Score -3862142 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -3862152.250000 Penalty: 5098.354492
	Iteration 58Q: 3 clusters Score -3862152 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -3862154.500000 Penalty: 5098.354492
	Iteration 59Q: 3 clusters Score -3862154 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -3862168.750000 Penalty: 5098.354492
	Iteration 60F: 3 clusters Score -3862169 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -3862179.000000 Penalty: 5098.354492
	Iteration 61Q: 3 clusters Score -3862179 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -3862178.000000 Penalty: 5098.354492
	Iteration 62Q: 3 clusters Score -3862178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -3862177.500000 Penalty: 5098.354492
	Iteration 63Q: 3 clusters Score -3862178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -3862188.500000 Penalty: 5098.354492
	Iteration 64Q: 3 clusters Score -3862188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -3862204.750000 Penalty: 5098.354492
	Iteration 65Q: 3 clusters Score -3862205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -3862199.500000 Penalty: 5098.354492
	Iteration 66Q: 3 clusters Score -3862200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -3862200.500000 Penalty: 5098.354492
	Iteration 67Q: 3 clusters Score -3862200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -3862203.250000 Penalty: 5098.354492
	Iteration 68Q: 3 clusters Score -3862203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -3862206.000000 Penalty: 5098.354492
	Iteration 69Q: 3 clusters Score -3862206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -3862211.250000 Penalty: 5098.354492
	Iteration 70Q: 3 clusters Score -3862211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -3862202.000000 Penalty: 5098.354492
	Iteration 71Q: 3 clusters Score -3862202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -3862211.000000 Penalty: 5098.354492
	Iteration 72Q: 3 clusters Score -3862211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -3862211.250000 Penalty: 5098.354492
	Iteration 73Q: 3 clusters Score -3862211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -3862215.000000 Penalty: 5098.354492
	Iteration 74Q: 3 clusters Score -3862215 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3862216.750000 Penalty: 5098.354492
	Iteration 75Q: 3 clusters Score -3862217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -3862226.250000 Penalty: 5098.354492
	Iteration 76Q: 3 clusters Score -3862226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -3862233.000000 Penalty: 5098.354492
	Iteration 77Q: 3 clusters Score -3862233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -3862239.000000 Penalty: 5098.354492
	Iteration 78Q: 3 clusters Score -3862239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -3862236.000000 Penalty: 5098.354492
	Iteration 79Q: 3 clusters Score -3862236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -3862232.500000 Penalty: 5098.354492
	Iteration 80F: 3 clusters Score -3862232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -3862236.250000 Penalty: 5098.354492
	Iteration 81Q: 3 clusters Score -3862236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -3862241.250000 Penalty: 5098.354492
	Iteration 82Q: 3 clusters Score -3862241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -3862242.000000 Penalty: 5098.354492
	Iteration 83Q: 3 clusters Score -3862242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -3862245.500000 Penalty: 5098.354492
	Iteration 84Q: 3 clusters Score -3862246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -3862251.000000 Penalty: 5098.354492
	Iteration 85Q: 3 clusters Score -3862251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -3862255.250000 Penalty: 5098.354492
	Iteration 86Q: 3 clusters Score -3862255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3862251.500000 Penalty: 5098.354492
	Iteration 87Q: 3 clusters Score -3862252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -3862255.000000 Penalty: 5098.354492
	Iteration 88Q: 3 clusters Score -3862255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -3862246.250000 Penalty: 5098.354492
	Iteration 89Q: 3 clusters Score -3862246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -3862250.000000 Penalty: 5098.354492
	Iteration 90Q: 3 clusters Score -3862250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -3862251.750000 Penalty: 5098.354492
	Iteration 91Q: 3 clusters Score -3862252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -3862249.250000 Penalty: 5098.354492
	Iteration 92Q: 3 clusters Score -3862249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -3862249.250000 Penalty: 5098.354492
	Iteration 93F: 3 clusters Score -3862249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93496 members 
Mstep: Class 2 contains 50294 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 177097 members 
Mstep: Class 5 contains 163809 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 7631 members 
Mstep: Class 8 contains 49323 members 
Mstep: Class 9 contains 222 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38725 members 
Mstep: Class 12 contains 554 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 55198 members 
Mstep: Class 16 contains 24859 members 
Mstep: Class 17 contains 39668 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79693 members 
Mstep: Class 21 contains 59967 members 
Mstep: Class 22 contains 168699 members 
Mstep: Class 23 contains 176213 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 176776 members 
Mstep: Class 26 contains 2435 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4254 members 
Entering Unmasked Estep 
Score: -180474960.000000 Penalty: 98174.007812
Splitting cluster 16 changes total score from -180474832.000000 to -180474960.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 17 (39668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Entering Unmasked Estep 
Score: -5296507.000000 Penalty: 2625.898438
	Iteration 0F: 2 clusters Score -5296507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -5269677.500000 Penalty: 5251.796875
	Iteration 0F: 3 clusters Score -5269678 nChanged 18265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -5280317.500000 Penalty: 5251.796875
	Iteration 1F: 3 clusters Score -5280318 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -5281439.000000 Penalty: 5251.796875
	Iteration 2F: 3 clusters Score -5281439 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -5282748.000000 Penalty: 5251.796875
	Iteration 3F: 3 clusters Score -5282748 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -5284188.500000 Penalty: 5251.796875
	Iteration 4F: 3 clusters Score -5284188 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -5285738.000000 Penalty: 5251.796875
	Iteration 5F: 3 clusters Score -5285738 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -5287347.000000 Penalty: 5251.796875
	Iteration 6F: 3 clusters Score -5287347 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -5288865.500000 Penalty: 5251.796875
	Iteration 7F: 3 clusters Score -5288866 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -5290025.000000 Penalty: 5251.796875
	Iteration 8Q: 3 clusters Score -5290025 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -5290728.000000 Penalty: 5251.796875
	Iteration 9Q: 3 clusters Score -5290728 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -5291078.500000 Penalty: 5251.796875
	Iteration 10Q: 3 clusters Score -5291078 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -5291341.000000 Penalty: 5251.796875
	Iteration 11Q: 3 clusters Score -5291341 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -5291515.000000 Penalty: 5251.796875
	Iteration 12Q: 3 clusters Score -5291515 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -5291673.500000 Penalty: 5251.796875
	Iteration 13Q: 3 clusters Score -5291674 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -5291792.500000 Penalty: 5251.796875
	Iteration 14Q: 3 clusters Score -5291792 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -5291938.000000 Penalty: 5251.796875
	Iteration 15Q: 3 clusters Score -5291938 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -5292027.500000 Penalty: 5251.796875
	Iteration 16Q: 3 clusters Score -5292028 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -5292102.000000 Penalty: 5251.796875
	Iteration 17Q: 3 clusters Score -5292102 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -5292217.500000 Penalty: 5251.796875
	Iteration 18Q: 3 clusters Score -5292218 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -5292349.500000 Penalty: 5251.796875
	Iteration 19Q: 3 clusters Score -5292350 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -5292419.000000 Penalty: 5251.796875
	Iteration 20F: 3 clusters Score -5292419 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -5292512.000000 Penalty: 5251.796875
	Iteration 21Q: 3 clusters Score -5292512 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -5292596.000000 Penalty: 5251.796875
	Iteration 22Q: 3 clusters Score -5292596 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -5292678.000000 Penalty: 5251.796875
	Iteration 23Q: 3 clusters Score -5292678 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -5292775.500000 Penalty: 5251.796875
	Iteration 24Q: 3 clusters Score -5292776 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -5292841.500000 Penalty: 5251.796875
	Iteration 25Q: 3 clusters Score -5292842 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -5292944.500000 Penalty: 5251.796875
	Iteration 26Q: 3 clusters Score -5292944 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -5293006.500000 Penalty: 5251.796875
	Iteration 27Q: 3 clusters Score -5293006 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -5293109.500000 Penalty: 5251.796875
	Iteration 28Q: 3 clusters Score -5293110 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -5293180.000000 Penalty: 5251.796875
	Iteration 29Q: 3 clusters Score -5293180 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -5293266.000000 Penalty: 5251.796875
	Iteration 30Q: 3 clusters Score -5293266 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -5293353.500000 Penalty: 5251.796875
	Iteration 31Q: 3 clusters Score -5293354 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -5293395.000000 Penalty: 5251.796875
	Iteration 32Q: 3 clusters Score -5293395 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -5293495.500000 Penalty: 5251.796875
	Iteration 33Q: 3 clusters Score -5293496 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -5293568.000000 Penalty: 5251.796875
	Iteration 34Q: 3 clusters Score -5293568 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -5293620.000000 Penalty: 5251.796875
	Iteration 35Q: 3 clusters Score -5293620 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -5293678.500000 Penalty: 5251.796875
	Iteration 36Q: 3 clusters Score -5293678 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -5293709.500000 Penalty: 5251.796875
	Iteration 37Q: 3 clusters Score -5293710 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -5293764.500000 Penalty: 5251.796875
	Iteration 38Q: 3 clusters Score -5293764 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -5293829.000000 Penalty: 5251.796875
	Iteration 39Q: 3 clusters Score -5293829 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -5293889.000000 Penalty: 5251.796875
	Iteration 40F: 3 clusters Score -5293889 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -5293966.000000 Penalty: 5251.796875
	Iteration 41Q: 3 clusters Score -5293966 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -5294015.500000 Penalty: 5251.796875
	Iteration 42Q: 3 clusters Score -5294016 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -5294052.000000 Penalty: 5251.796875
	Iteration 43Q: 3 clusters Score -5294052 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -5294119.500000 Penalty: 5251.796875
	Iteration 44Q: 3 clusters Score -5294120 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -5294145.500000 Penalty: 5251.796875
	Iteration 45Q: 3 clusters Score -5294146 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -5294197.000000 Penalty: 5251.796875
	Iteration 46Q: 3 clusters Score -5294197 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -5294230.000000 Penalty: 5251.796875
	Iteration 47Q: 3 clusters Score -5294230 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -5294263.500000 Penalty: 5251.796875
	Iteration 48Q: 3 clusters Score -5294264 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -5294297.000000 Penalty: 5251.796875
	Iteration 49Q: 3 clusters Score -5294297 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -5294314.000000 Penalty: 5251.796875
	Iteration 50Q: 3 clusters Score -5294314 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -5294348.500000 Penalty: 5251.796875
	Iteration 51Q: 3 clusters Score -5294348 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -5294372.000000 Penalty: 5251.796875
	Iteration 52Q: 3 clusters Score -5294372 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -5294400.000000 Penalty: 5251.796875
	Iteration 53Q: 3 clusters Score -5294400 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -5294417.500000 Penalty: 5251.796875
	Iteration 54Q: 3 clusters Score -5294418 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -5294440.000000 Penalty: 5251.796875
	Iteration 55Q: 3 clusters Score -5294440 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -5294453.000000 Penalty: 5251.796875
	Iteration 56Q: 3 clusters Score -5294453 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -5294457.000000 Penalty: 5251.796875
	Iteration 57Q: 3 clusters Score -5294457 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -5294461.500000 Penalty: 5251.796875
	Iteration 58Q: 3 clusters Score -5294462 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -5294470.000000 Penalty: 5251.796875
	Iteration 59Q: 3 clusters Score -5294470 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -5294486.000000 Penalty: 5251.796875
	Iteration 60F: 3 clusters Score -5294486 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -5294493.500000 Penalty: 5251.796875
	Iteration 61Q: 3 clusters Score -5294494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -5294508.000000 Penalty: 5251.796875
	Iteration 62Q: 3 clusters Score -5294508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -5294513.000000 Penalty: 5251.796875
	Iteration 63Q: 3 clusters Score -5294513 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -5294520.000000 Penalty: 5251.796875
	Iteration 64Q: 3 clusters Score -5294520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -5294538.000000 Penalty: 5251.796875
	Iteration 65Q: 3 clusters Score -5294538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -5294548.500000 Penalty: 5251.796875
	Iteration 66Q: 3 clusters Score -5294548 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -5294555.000000 Penalty: 5251.796875
	Iteration 67Q: 3 clusters Score -5294555 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -5294573.500000 Penalty: 5251.796875
	Iteration 68Q: 3 clusters Score -5294574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -5294581.000000 Penalty: 5251.796875
	Iteration 69Q: 3 clusters Score -5294581 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -5294582.000000 Penalty: 5251.796875
	Iteration 70Q: 3 clusters Score -5294582 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -5294586.500000 Penalty: 5251.796875
	Iteration 71Q: 3 clusters Score -5294586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -5294588.500000 Penalty: 5251.796875
	Iteration 72Q: 3 clusters Score -5294588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -5294599.500000 Penalty: 5251.796875
	Iteration 73Q: 3 clusters Score -5294600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -5294600.000000 Penalty: 5251.796875
	Iteration 74Q: 3 clusters Score -5294600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -5294589.000000 Penalty: 5251.796875
	Iteration 75Q: 3 clusters Score -5294589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -5294598.000000 Penalty: 5251.796875
	Iteration 76Q: 3 clusters Score -5294598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -5294612.500000 Penalty: 5251.796875
	Iteration 77Q: 3 clusters Score -5294612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -5294598.500000 Penalty: 5251.796875
	Iteration 78Q: 3 clusters Score -5294598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -5294605.500000 Penalty: 5251.796875
	Iteration 79Q: 3 clusters Score -5294606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -5294608.500000 Penalty: 5251.796875
	Iteration 80F: 3 clusters Score -5294608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -5294615.000000 Penalty: 5251.796875
	Iteration 81Q: 3 clusters Score -5294615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -5294625.500000 Penalty: 5251.796875
	Iteration 82Q: 3 clusters Score -5294626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -5294630.500000 Penalty: 5251.796875
	Iteration 83Q: 3 clusters Score -5294630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -5294628.500000 Penalty: 5251.796875
	Iteration 84Q: 3 clusters Score -5294628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -5294626.000000 Penalty: 5251.796875
	Iteration 85Q: 3 clusters Score -5294626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -5294628.500000 Penalty: 5251.796875
	Iteration 86Q: 3 clusters Score -5294628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -5294631.500000 Penalty: 5251.796875
	Iteration 87Q: 3 clusters Score -5294632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -5294626.000000 Penalty: 5251.796875
	Iteration 88Q: 3 clusters Score -5294626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -5294631.500000 Penalty: 5251.796875
	Iteration 89Q: 3 clusters Score -5294632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -5294640.500000 Penalty: 5251.796875
	Iteration 90Q: 3 clusters Score -5294640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -5294631.500000 Penalty: 5251.796875
	Iteration 91Q: 3 clusters Score -5294632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -5294641.500000 Penalty: 5251.796875
	Iteration 92Q: 3 clusters Score -5294642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -5294646.000000 Penalty: 5251.796875
	Iteration 93Q: 3 clusters Score -5294646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -5294646.000000 Penalty: 5251.796875
	Iteration 94Q: 3 clusters Score -5294646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -5294643.500000 Penalty: 5251.796875
	Iteration 95Q: 3 clusters Score -5294644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -5294641.000000 Penalty: 5251.796875
	Iteration 96Q: 3 clusters Score -5294641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -5294639.000000 Penalty: 5251.796875
	Iteration 97Q: 3 clusters Score -5294639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -5294642.500000 Penalty: 5251.796875
	Iteration 98Q: 3 clusters Score -5294642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -5294647.000000 Penalty: 5251.796875
	Iteration 99Q: 3 clusters Score -5294647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -5294645.000000 Penalty: 5251.796875
	Iteration 100F: 3 clusters Score -5294645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -5294643.000000 Penalty: 5251.796875
	Iteration 101Q: 3 clusters Score -5294643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -5294655.500000 Penalty: 5251.796875
	Iteration 102Q: 3 clusters Score -5294656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -5294663.500000 Penalty: 5251.796875
	Iteration 103Q: 3 clusters Score -5294664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -5294661.500000 Penalty: 5251.796875
	Iteration 104Q: 3 clusters Score -5294662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -5294663.500000 Penalty: 5251.796875
	Iteration 105Q: 3 clusters Score -5294664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -5294668.000000 Penalty: 5251.796875
	Iteration 106Q: 3 clusters Score -5294668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -5294667.000000 Penalty: 5251.796875
	Iteration 107Q: 3 clusters Score -5294667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -5294669.000000 Penalty: 5251.796875
	Iteration 108Q: 3 clusters Score -5294669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -5294670.500000 Penalty: 5251.796875
	Iteration 109Q: 3 clusters Score -5294670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -5294671.500000 Penalty: 5251.796875
	Iteration 110Q: 3 clusters Score -5294672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -5294670.000000 Penalty: 5251.796875
	Iteration 111Q: 3 clusters Score -5294670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -5294668.500000 Penalty: 5251.796875
	Iteration 112Q: 3 clusters Score -5294668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -5294670.000000 Penalty: 5251.796875
	Iteration 113Q: 3 clusters Score -5294670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -5294668.000000 Penalty: 5251.796875
	Iteration 114Q: 3 clusters Score -5294668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -5294669.000000 Penalty: 5251.796875
	Iteration 115Q: 3 clusters Score -5294669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -5294670.000000 Penalty: 5251.796875
	Iteration 116Q: 3 clusters Score -5294670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -5294672.000000 Penalty: 5251.796875
	Iteration 117Q: 3 clusters Score -5294672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -5294671.000000 Penalty: 5251.796875
	Iteration 118Q: 3 clusters Score -5294671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -5294671.000000 Penalty: 5251.796875
	Iteration 119F: 3 clusters Score -5294671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -64386.003906 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -64386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -62830.894531 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -62830.89 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -63012.917969 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -63012.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -63073.941406 Penalty: 3092.267822
	Iteration 2Q: 3 clusters Score -63073.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63103.113281 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -63103.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -63114.945312 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -63114.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63134.820312 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -63134.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63145.214844 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -63145.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63150.300781 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -63150.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63154.007812 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -63154.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63154.007812 Penalty: 3092.267822
	Iteration 9F: 3 clusters Score -63154.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -41466.406250 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -41466.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40113.503906 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -40113.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40273.312500 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -40273.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40329.515625 Penalty: 2902.692383
	Iteration 2Q: 3 clusters Score -40329.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40360.203125 Penalty: 2902.692383
	Iteration 3Q: 3 clusters Score -40360.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40413.039062 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -40413.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40494.816406 Penalty: 2902.692383
	Iteration 5Q: 3 clusters Score -40494.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -40554.824219 Penalty: 2902.692383
	Iteration 6Q: 3 clusters Score -40554.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40626.984375 Penalty: 2902.692383
	Iteration 7Q: 3 clusters Score -40626.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -40755.980469 Penalty: 2902.692383
	Iteration 8Q: 3 clusters Score -40755.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -40796.851562 Penalty: 2902.692383
	Iteration 9Q: 3 clusters Score -40796.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -40829.453125 Penalty: 2902.692383
	Iteration 10Q: 3 clusters Score -40829.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40834.753906 Penalty: 2902.692383
	Iteration 11Q: 3 clusters Score -40834.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40844.046875 Penalty: 2902.692383
	Iteration 12Q: 3 clusters Score -40844.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40844.078125 Penalty: 2902.692383
	Iteration 13F: 3 clusters Score -40844.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40850.355469 Penalty: 2902.692383
	Iteration 14Q: 3 clusters Score -40850.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40871.421875 Penalty: 2902.692383
	Iteration 15Q: 3 clusters Score -40871.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -40905.468750 Penalty: 2902.692383
	Iteration 16Q: 3 clusters Score -40905.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40956.218750 Penalty: 2902.692383
	Iteration 17Q: 3 clusters Score -40956.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41014.628906 Penalty: 2902.692383
	Iteration 18Q: 3 clusters Score -41014.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -41089.265625 Penalty: 2902.692383
	Iteration 19Q: 3 clusters Score -41089.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41096.414062 Penalty: 2902.692383
	Iteration 20F: 3 clusters Score -41096.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (79693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79693 members 
Entering Unmasked Estep 
Score: -10732186.000000 Penalty: 2798.912354
	Iteration 0F: 2 clusters Score -1.073219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -10678955.000000 Penalty: 5597.824707
	Iteration 0F: 3 clusters Score -1.067896e+07 nChanged 37475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -10700003.000000 Penalty: 5597.824707
	Iteration 1F: 3 clusters Score -1.07e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -10700716.000000 Penalty: 5597.824707
	Iteration 2Q: 3 clusters Score -1.070072e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -10701603.000000 Penalty: 5597.824707
	Iteration 3Q: 3 clusters Score -1.07016e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -10702846.000000 Penalty: 5597.824707
	Iteration 4Q: 3 clusters Score -1.070285e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -10704944.000000 Penalty: 5597.824707
	Iteration 5Q: 3 clusters Score -1.070494e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 54919 members 
Entering Unmasked Estep 
Score: -10708240.000000 Penalty: 5597.824707
	Iteration 6F: 3 clusters Score -1.070824e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 61381 members 
Entering Unmasked Estep 
Score: -10713770.000000 Penalty: 5597.824707
	Iteration 7F: 3 clusters Score -1.071377e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 68247 members 
Entering Unmasked Estep 
Score: -10720207.000000 Penalty: 5597.824707
	Iteration 8F: 3 clusters Score -1.072021e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 73596 members 
Entering Unmasked Estep 
Score: -10725567.000000 Penalty: 5597.824707
	Iteration 9F: 3 clusters Score -1.072557e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 76324 members 
Entering Unmasked Estep 
Score: -10728393.000000 Penalty: 5597.824707
	Iteration 10Q: 3 clusters Score -1.072839e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 77411 members 
Entering Unmasked Estep 
Score: -10729715.000000 Penalty: 5597.824707
	Iteration 11Q: 3 clusters Score -1.072972e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 77752 members 
Entering Unmasked Estep 
Score: -10730255.000000 Penalty: 5597.824707
	Iteration 12Q: 3 clusters Score -1.073026e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 77858 members 
Entering Unmasked Estep 
Score: -10730485.000000 Penalty: 5597.824707
	Iteration 13Q: 3 clusters Score -1.073048e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 77919 members 
Entering Unmasked Estep 
Score: -10730570.000000 Penalty: 5597.824707
	Iteration 14Q: 3 clusters Score -1.073057e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 77936 members 
Entering Unmasked Estep 
Score: -10730567.000000 Penalty: 5597.824707
	Iteration 15Q: 3 clusters Score -1.073057e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 77950 members 
Entering Unmasked Estep 
Score: -10730589.000000 Penalty: 5597.824707
	Iteration 16Q: 3 clusters Score -1.073059e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 77946 members 
Entering Unmasked Estep 
Score: -10730621.000000 Penalty: 5597.824707
	Iteration 17Q: 3 clusters Score -1.073062e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 77941 members 
Entering Unmasked Estep 
Score: -10730627.000000 Penalty: 5597.824707
	Iteration 18Q: 3 clusters Score -1.073063e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 77943 members 
Entering Unmasked Estep 
Score: -10730622.000000 Penalty: 5597.824707
	Iteration 19Q: 3 clusters Score -1.073062e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 77937 members 
Entering Unmasked Estep 
Score: -10730635.000000 Penalty: 5597.824707
	Iteration 20F: 3 clusters Score -1.073064e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 77941 members 
Entering Unmasked Estep 
Score: -10730631.000000 Penalty: 5597.824707
	Iteration 21Q: 3 clusters Score -1.073063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 77947 members 
Entering Unmasked Estep 
Score: -10730638.000000 Penalty: 5597.824707
	Iteration 22Q: 3 clusters Score -1.073064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 77952 members 
Entering Unmasked Estep 
Score: -10730630.000000 Penalty: 5597.824707
	Iteration 23Q: 3 clusters Score -1.073063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 77948 members 
Entering Unmasked Estep 
Score: -10730644.000000 Penalty: 5597.824707
	Iteration 24Q: 3 clusters Score -1.073064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 77947 members 
Entering Unmasked Estep 
Score: -10730627.000000 Penalty: 5597.824707
	Iteration 25Q: 3 clusters Score -1.073063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 77947 members 
Entering Unmasked Estep 
Score: -10730627.000000 Penalty: 5597.824707
	Iteration 26F: 3 clusters Score -1.073063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (59967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59967 members 
Entering Unmasked Estep 
Score: -8076592.500000 Penalty: 2728.384277
	Iteration 0F: 2 clusters Score -8076592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -8036412.000000 Penalty: 5456.768555
	Iteration 0F: 3 clusters Score -8036412 nChanged 27782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -8051848.500000 Penalty: 5456.768555
	Iteration 1F: 3 clusters Score -8051848 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -8052582.500000 Penalty: 5456.768555
	Iteration 2Q: 3 clusters Score -8052582 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -8053448.500000 Penalty: 5456.768555
	Iteration 3Q: 3 clusters Score -8053448 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -8054522.500000 Penalty: 5456.768555
	Iteration 4Q: 3 clusters Score -8054522 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -8056112.500000 Penalty: 5456.768555
	Iteration 5F: 3 clusters Score -8056112 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -8058295.500000 Penalty: 5456.768555
	Iteration 6F: 3 clusters Score -8058296 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -8060794.000000 Penalty: 5456.768555
	Iteration 7F: 3 clusters Score -8060794 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -8063492.500000 Penalty: 5456.768555
	Iteration 8F: 3 clusters Score -8063492 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -8066032.000000 Penalty: 5456.768555
	Iteration 9F: 3 clusters Score -8066032 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -8068499.000000 Penalty: 5456.768555
	Iteration 10F: 3 clusters Score -8068499 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -8070635.000000 Penalty: 5456.768555
	Iteration 11Q: 3 clusters Score -8070635 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -8072174.500000 Penalty: 5456.768555
	Iteration 12Q: 3 clusters Score -8072174 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -8072975.500000 Penalty: 5456.768555
	Iteration 13Q: 3 clusters Score -8072976 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -8073382.500000 Penalty: 5456.768555
	Iteration 14Q: 3 clusters Score -8073382 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 52448 members 
Entering Unmasked Estep 
Score: -8073641.000000 Penalty: 5456.768555
	Iteration 15Q: 3 clusters Score -8073641 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 52869 members 
Entering Unmasked Estep 
Score: -8073787.000000 Penalty: 5456.768555
	Iteration 16Q: 3 clusters Score -8073787 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
Score: -8073918.500000 Penalty: 5456.768555
	Iteration 17Q: 3 clusters Score -8073918 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 53591 members 
Entering Unmasked Estep 
Score: -8074017.500000 Penalty: 5456.768555
	Iteration 18Q: 3 clusters Score -8074018 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -8074110.500000 Penalty: 5456.768555
	Iteration 19Q: 3 clusters Score -8074110 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 54199 members 
Entering Unmasked Estep 
Score: -8074172.000000 Penalty: 5456.768555
	Iteration 20F: 3 clusters Score -8074172 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 54471 members 
Entering Unmasked Estep 
Score: -8074244.000000 Penalty: 5456.768555
	Iteration 21Q: 3 clusters Score -8074244 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -8074320.500000 Penalty: 5456.768555
	Iteration 22Q: 3 clusters Score -8074320 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 54959 members 
Entering Unmasked Estep 
Score: -8074362.000000 Penalty: 5456.768555
	Iteration 23Q: 3 clusters Score -8074362 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -8074409.500000 Penalty: 5456.768555
	Iteration 24Q: 3 clusters Score -8074410 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 55356 members 
Entering Unmasked Estep 
Score: -8074447.500000 Penalty: 5456.768555
	Iteration 25Q: 3 clusters Score -8074448 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -8074481.000000 Penalty: 5456.768555
	Iteration 26Q: 3 clusters Score -8074481 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -8074516.000000 Penalty: 5456.768555
	Iteration 27Q: 3 clusters Score -8074516 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
Score: -8074574.500000 Penalty: 5456.768555
	Iteration 28Q: 3 clusters Score -8074574 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 56029 members 
Entering Unmasked Estep 
Score: -8074599.500000 Penalty: 5456.768555
	Iteration 29Q: 3 clusters Score -8074600 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 56152 members 
Entering Unmasked Estep 
Score: -8074647.000000 Penalty: 5456.768555
	Iteration 30Q: 3 clusters Score -8074647 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 56284 members 
Entering Unmasked Estep 
Score: -8074670.000000 Penalty: 5456.768555
	Iteration 31Q: 3 clusters Score -8074670 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 56397 members 
Entering Unmasked Estep 
Score: -8074689.500000 Penalty: 5456.768555
	Iteration 32Q: 3 clusters Score -8074690 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -8074722.500000 Penalty: 5456.768555
	Iteration 33Q: 3 clusters Score -8074722 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 56572 members 
Entering Unmasked Estep 
Score: -8074743.000000 Penalty: 5456.768555
	Iteration 34Q: 3 clusters Score -8074743 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 56634 members 
Entering Unmasked Estep 
Score: -8074741.500000 Penalty: 5456.768555
	Iteration 35Q: 3 clusters Score -8074742 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 56692 members 
Entering Unmasked Estep 
Score: -8074745.000000 Penalty: 5456.768555
	Iteration 36Q: 3 clusters Score -8074745 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -8074748.000000 Penalty: 5456.768555
	Iteration 37Q: 3 clusters Score -8074748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 56781 members 
Entering Unmasked Estep 
Score: -8074757.500000 Penalty: 5456.768555
	Iteration 38Q: 3 clusters Score -8074758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 56826 members 
Entering Unmasked Estep 
Score: -8074760.000000 Penalty: 5456.768555
	Iteration 39Q: 3 clusters Score -8074760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 56851 members 
Entering Unmasked Estep 
Score: -8074763.000000 Penalty: 5456.768555
	Iteration 40F: 3 clusters Score -8074763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 56881 members 
Entering Unmasked Estep 
Score: -8074769.500000 Penalty: 5456.768555
	Iteration 41Q: 3 clusters Score -8074770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 56907 members 
Entering Unmasked Estep 
Score: -8074765.000000 Penalty: 5456.768555
	Iteration 42Q: 3 clusters Score -8074765 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 56927 members 
Entering Unmasked Estep 
Score: -8074769.000000 Penalty: 5456.768555
	Iteration 43Q: 3 clusters Score -8074769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 56945 members 
Entering Unmasked Estep 
Score: -8074790.000000 Penalty: 5456.768555
	Iteration 44Q: 3 clusters Score -8074790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 56969 members 
Entering Unmasked Estep 
Score: -8074794.000000 Penalty: 5456.768555
	Iteration 45Q: 3 clusters Score -8074794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 56985 members 
Entering Unmasked Estep 
Score: -8074794.000000 Penalty: 5456.768555
	Iteration 46Q: 3 clusters Score -8074794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 57000 members 
Entering Unmasked Estep 
Score: -8074804.000000 Penalty: 5456.768555
	Iteration 47Q: 3 clusters Score -8074804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -8074811.500000 Penalty: 5456.768555
	Iteration 48Q: 3 clusters Score -8074812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 57042 members 
Entering Unmasked Estep 
Score: -8074816.000000 Penalty: 5456.768555
	Iteration 49Q: 3 clusters Score -8074816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 57059 members 
Entering Unmasked Estep 
Score: -8074809.500000 Penalty: 5456.768555
	Iteration 50Q: 3 clusters Score -8074810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 57075 members 
Entering Unmasked Estep 
Score: -8074806.500000 Penalty: 5456.768555
	Iteration 51Q: 3 clusters Score -8074806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -8074808.500000 Penalty: 5456.768555
	Iteration 52Q: 3 clusters Score -8074808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 57108 members 
Entering Unmasked Estep 
Score: -8074814.500000 Penalty: 5456.768555
	Iteration 53Q: 3 clusters Score -8074814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -8074812.500000 Penalty: 5456.768555
	Iteration 54Q: 3 clusters Score -8074812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -8074816.500000 Penalty: 5456.768555
	Iteration 55Q: 3 clusters Score -8074816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 57150 members 
Entering Unmasked Estep 
Score: -8074813.500000 Penalty: 5456.768555
	Iteration 56Q: 3 clusters Score -8074814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -8074829.000000 Penalty: 5456.768555
	Iteration 57Q: 3 clusters Score -8074829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -8074812.500000 Penalty: 5456.768555
	Iteration 58Q: 3 clusters Score -8074812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 57193 members 
Entering Unmasked Estep 
Score: -8074807.500000 Penalty: 5456.768555
	Iteration 59Q: 3 clusters Score -8074808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 57208 members 
Entering Unmasked Estep 
Score: -8074821.000000 Penalty: 5456.768555
	Iteration 60F: 3 clusters Score -8074821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 57226 members 
Entering Unmasked Estep 
Score: -8074827.000000 Penalty: 5456.768555
	Iteration 61Q: 3 clusters Score -8074827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -8074822.500000 Penalty: 5456.768555
	Iteration 62Q: 3 clusters Score -8074822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -8074823.000000 Penalty: 5456.768555
	Iteration 63Q: 3 clusters Score -8074823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -8074816.000000 Penalty: 5456.768555
	Iteration 64Q: 3 clusters Score -8074816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 57258 members 
Entering Unmasked Estep 
Score: -8074815.000000 Penalty: 5456.768555
	Iteration 65Q: 3 clusters Score -8074815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 57263 members 
Entering Unmasked Estep 
Score: -8074815.000000 Penalty: 5456.768555
	Iteration 66Q: 3 clusters Score -8074815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 57266 members 
Entering Unmasked Estep 
Score: -8074826.500000 Penalty: 5456.768555
	Iteration 67Q: 3 clusters Score -8074826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 57268 members 
Entering Unmasked Estep 
Score: -8074827.000000 Penalty: 5456.768555
	Iteration 68Q: 3 clusters Score -8074827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 57269 members 
Entering Unmasked Estep 
Score: -8074822.000000 Penalty: 5456.768555
	Iteration 69Q: 3 clusters Score -8074822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 57269 members 
Entering Unmasked Estep 
Score: -8074822.000000 Penalty: 5456.768555
	Iteration 70F: 3 clusters Score -8074822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (168699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168699 members 
Entering Unmasked Estep 
Score: -22488610.000000 Penalty: 2984.896240
	Iteration 0F: 2 clusters Score -2.248861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84715 members 
Mstep: Class 2 contains 83984 members 
Entering Unmasked Estep 
Score: -22379798.000000 Penalty: 5969.792480
	Iteration 0F: 3 clusters Score -2.23798e+07 nChanged 81087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89734 members 
Mstep: Class 2 contains 78965 members 
Entering Unmasked Estep 
Score: -22426954.000000 Penalty: 5969.792480
	Iteration 1F: 3 clusters Score -2.242695e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92883 members 
Mstep: Class 2 contains 75816 members 
Entering Unmasked Estep 
Score: -22428122.000000 Penalty: 5969.792480
	Iteration 2Q: 3 clusters Score -2.242812e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97880 members 
Mstep: Class 2 contains 70819 members 
Entering Unmasked Estep 
Score: -22430038.000000 Penalty: 5969.792480
	Iteration 3Q: 3 clusters Score -2.243004e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105330 members 
Mstep: Class 2 contains 63369 members 
Entering Unmasked Estep 
Score: -22433734.000000 Penalty: 5969.792480
	Iteration 4Q: 3 clusters Score -2.243373e+07 nChanged 11196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116250 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -22441030.000000 Penalty: 5969.792480
	Iteration 5F: 3 clusters Score -2.244103e+07 nChanged 14287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130439 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -22452344.000000 Penalty: 5969.792480
	Iteration 6F: 3 clusters Score -2.245234e+07 nChanged 15424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145841 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -22466774.000000 Penalty: 5969.792480
	Iteration 7F: 3 clusters Score -2.246677e+07 nChanged 12443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158272 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -22479040.000000 Penalty: 5969.792480
	Iteration 8F: 3 clusters Score -2.247904e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165145 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -22483936.000000 Penalty: 5969.792480
	Iteration 9Q: 3 clusters Score -2.248394e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167544 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -22485278.000000 Penalty: 5969.792480
	Iteration 10Q: 3 clusters Score -2.248528e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168204 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -22485852.000000 Penalty: 5969.792480
	Iteration 11Q: 3 clusters Score -2.248585e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168372 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -22486028.000000 Penalty: 5969.792480
	Iteration 12Q: 3 clusters Score -2.248603e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168426 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -22486100.000000 Penalty: 5969.792480
	Iteration 13Q: 3 clusters Score -2.24861e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168448 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -22486138.000000 Penalty: 5969.792480
	Iteration 14Q: 3 clusters Score -2.248614e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168460 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -22486144.000000 Penalty: 5969.792480
	Iteration 15Q: 3 clusters Score -2.248614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168466 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22486154.000000 Penalty: 5969.792480
	Iteration 16Q: 3 clusters Score -2.248615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168468 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22486166.000000 Penalty: 5969.792480
	Iteration 17Q: 3 clusters Score -2.248617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168468 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -22486166.000000 Penalty: 5969.792480
	Iteration 18Q: 3 clusters Score -2.248617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168469 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22486178.000000 Penalty: 5969.792480
	Iteration 19Q: 3 clusters Score -2.248618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168469 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22486178.000000 Penalty: 5969.792480
	Iteration 20F: 3 clusters Score -2.248618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (176213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176213 members 
Entering Unmasked Estep 
Score: -23621742.000000 Penalty: 2995.703369
	Iteration 0F: 2 clusters Score -2.362174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88125 members 
Mstep: Class 2 contains 88088 members 
Entering Unmasked Estep 
Score: -23509572.000000 Penalty: 5991.406738
	Iteration 0F: 3 clusters Score -2.350957e+07 nChanged 84797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89782 members 
Mstep: Class 2 contains 86431 members 
Entering Unmasked Estep 
Score: -23558784.000000 Penalty: 5991.406738
	Iteration 1F: 3 clusters Score -2.355878e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91005 members 
Mstep: Class 2 contains 85208 members 
Entering Unmasked Estep 
Score: -23559562.000000 Penalty: 5991.406738
	Iteration 2Q: 3 clusters Score -2.355956e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92837 members 
Mstep: Class 2 contains 83376 members 
Entering Unmasked Estep 
Score: -23560586.000000 Penalty: 5991.406738
	Iteration 3Q: 3 clusters Score -2.356059e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95646 members 
Mstep: Class 2 contains 80567 members 
Entering Unmasked Estep 
Score: -23562022.000000 Penalty: 5991.406738
	Iteration 4Q: 3 clusters Score -2.356202e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99981 members 
Mstep: Class 2 contains 76232 members 
Entering Unmasked Estep 
Score: -23564074.000000 Penalty: 5991.406738
	Iteration 5Q: 3 clusters Score -2.356407e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106415 members 
Mstep: Class 2 contains 69798 members 
Entering Unmasked Estep 
Score: -23567324.000000 Penalty: 5991.406738
	Iteration 6Q: 3 clusters Score -2.356732e+07 nChanged 10006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115593 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -23572800.000000 Penalty: 5991.406738
	Iteration 7F: 3 clusters Score -2.35728e+07 nChanged 12484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127523 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -23581678.000000 Penalty: 5991.406738
	Iteration 8F: 3 clusters Score -2.358168e+07 nChanged 13556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140725 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -23593696.000000 Penalty: 5991.406738
	Iteration 9F: 3 clusters Score -2.35937e+07 nChanged 12033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152552 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -23604644.000000 Penalty: 5991.406738
	Iteration 10F: 3 clusters Score -2.360464e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161437 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -23612188.000000 Penalty: 5991.406738
	Iteration 11F: 3 clusters Score -2.361219e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167197 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -23615960.000000 Penalty: 5991.406738
	Iteration 12Q: 3 clusters Score -2.361596e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170584 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -23617872.000000 Penalty: 5991.406738
	Iteration 13Q: 3 clusters Score -2.361787e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172496 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -23618920.000000 Penalty: 5991.406738
	Iteration 14Q: 3 clusters Score -2.361892e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173549 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -23619246.000000 Penalty: 5991.406738
	Iteration 15Q: 3 clusters Score -2.361925e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174092 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -23619524.000000 Penalty: 5991.406738
	Iteration 16Q: 3 clusters Score -2.361952e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174416 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -23619612.000000 Penalty: 5991.406738
	Iteration 17Q: 3 clusters Score -2.361961e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174607 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -23619596.000000 Penalty: 5991.406738
	Iteration 18Q: 3 clusters Score -2.36196e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174747 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -23619650.000000 Penalty: 5991.406738
	Iteration 19Q: 3 clusters Score -2.361965e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174851 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -23619676.000000 Penalty: 5991.406738
	Iteration 20F: 3 clusters Score -2.361968e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174922 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -23619716.000000 Penalty: 5991.406738
	Iteration 21Q: 3 clusters Score -2.361972e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174973 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -23619712.000000 Penalty: 5991.406738
	Iteration 22Q: 3 clusters Score -2.361971e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175021 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -23619740.000000 Penalty: 5991.406738
	Iteration 23Q: 3 clusters Score -2.361974e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175048 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -23619730.000000 Penalty: 5991.406738
	Iteration 24Q: 3 clusters Score -2.361973e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175063 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -23619742.000000 Penalty: 5991.406738
	Iteration 25Q: 3 clusters Score -2.361974e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175077 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -23619716.000000 Penalty: 5991.406738
	Iteration 26Q: 3 clusters Score -2.361972e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175085 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -23619714.000000 Penalty: 5991.406738
	Iteration 27Q: 3 clusters Score -2.361971e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175096 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -23619706.000000 Penalty: 5991.406738
	Iteration 28Q: 3 clusters Score -2.361971e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175103 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -23619708.000000 Penalty: 5991.406738
	Iteration 29Q: 3 clusters Score -2.361971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175109 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -23619678.000000 Penalty: 5991.406738
	Iteration 30Q: 3 clusters Score -2.361968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175118 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -23619688.000000 Penalty: 5991.406738
	Iteration 31Q: 3 clusters Score -2.361969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175124 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -23619692.000000 Penalty: 5991.406738
	Iteration 32Q: 3 clusters Score -2.361969e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175129 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -23619702.000000 Penalty: 5991.406738
	Iteration 33Q: 3 clusters Score -2.36197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175135 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -23619708.000000 Penalty: 5991.406738
	Iteration 34Q: 3 clusters Score -2.361971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175141 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -23619688.000000 Penalty: 5991.406738
	Iteration 35Q: 3 clusters Score -2.361969e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175146 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -23619706.000000 Penalty: 5991.406738
	Iteration 36Q: 3 clusters Score -2.361971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175154 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -23619674.000000 Penalty: 5991.406738
	Iteration 37Q: 3 clusters Score -2.361967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175160 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -23619686.000000 Penalty: 5991.406738
	Iteration 38Q: 3 clusters Score -2.361969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175163 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -23619674.000000 Penalty: 5991.406738
	Iteration 39Q: 3 clusters Score -2.361967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175165 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -23619688.000000 Penalty: 5991.406738
	Iteration 40F: 3 clusters Score -2.361969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175166 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -23619688.000000 Penalty: 5991.406738
	Iteration 41Q: 3 clusters Score -2.361969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175167 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -23619692.000000 Penalty: 5991.406738
	Iteration 42Q: 3 clusters Score -2.361969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175168 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -23619688.000000 Penalty: 5991.406738
	Iteration 43Q: 3 clusters Score -2.361969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175168 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -23619688.000000 Penalty: 5991.406738
	Iteration 44F: 3 clusters Score -2.361969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -19511.080078 Penalty: 1285.082397
	Iteration 0F: 2 clusters Score -19511.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -18418.814453 Penalty: 2570.164795
	Iteration 0F: 3 clusters Score -18418.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -18524.730469 Penalty: 2570.164795
	Iteration 1F: 3 clusters Score -18524.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -18572.369141 Penalty: 2570.164795
	Iteration 2Q: 3 clusters Score -18572.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -18635.476562 Penalty: 2570.164795
	Iteration 3Q: 3 clusters Score -18635.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -18643.732422 Penalty: 2570.164795
	Iteration 4Q: 3 clusters Score -18643.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -18647.193359 Penalty: 2570.164795
	Iteration 5Q: 3 clusters Score -18647.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -18661.798828 Penalty: 2570.164795
	Iteration 6Q: 3 clusters Score -18661.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -18661.798828 Penalty: 2570.164795
	Iteration 7F: 3 clusters Score -18661.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93496 members 
Mstep: Class 2 contains 50294 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 177097 members 
Mstep: Class 5 contains 163809 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 7631 members 
Mstep: Class 8 contains 49323 members 
Mstep: Class 9 contains 222 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38725 members 
Mstep: Class 12 contains 554 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 55198 members 
Mstep: Class 16 contains 24859 members 
Mstep: Class 17 contains 39668 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 348 members 
Mstep: Class 20 contains 79693 members 
Mstep: Class 21 contains 59967 members 
Mstep: Class 22 contains 168699 members 
Mstep: Class 23 contains 176213 members 
Mstep: Class 24 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180475952.000000 Penalty: 98174.007812
Iteration 439Q: 29 clusters Score -1.80476e+08 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 94194 members 
Mstep: Class 2 contains 50322 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 177436 members 
Mstep: Class 5 contains 163988 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 8207 members 
Mstep: Class 8 contains 49329 members 
Mstep: Class 9 contains 202 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38745 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 914 members 
Mstep: Class 14 contains 1013 members 
Mstep: Class 15 contains 55220 members 
Mstep: Class 16 contains 25205 members 
Mstep: Class 17 contains 39690 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 79740 members 
Mstep: Class 21 contains 59978 members 
Mstep: Class 22 contains 168513 members 
Mstep: Class 23 contains 176216 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 174614 members 
Mstep: Class 26 contains 2527 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477344.000000 Penalty: 98174.007812
Iteration 440F: 29 clusters Score -1.804773e+08 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 94031 members 
Mstep: Class 2 contains 50213 members 
Mstep: Class 3 contains 7499 members 
Mstep: Class 4 contains 176933 members 
Mstep: Class 5 contains 163565 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 8549 members 
Mstep: Class 8 contains 49161 members 
Mstep: Class 9 contains 188 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38610 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1013 members 
Mstep: Class 15 contains 55017 members 
Mstep: Class 16 contains 25488 members 
Mstep: Class 17 contains 39585 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 79590 members 
Mstep: Class 21 contains 59797 members 
Mstep: Class 22 contains 168289 members 
Mstep: Class 23 contains 176142 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 176269 members 
Mstep: Class 26 contains 2671 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478192.000000 Penalty: 98174.007812
Iteration 441Q: 29 clusters Score -1.804782e+08 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93871 members 
Mstep: Class 2 contains 50136 members 
Mstep: Class 3 contains 7508 members 
Mstep: Class 4 contains 176566 members 
Mstep: Class 5 contains 163199 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 8874 members 
Mstep: Class 8 contains 49031 members 
Mstep: Class 9 contains 186 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38496 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1011 members 
Mstep: Class 15 contains 54802 members 
Mstep: Class 16 contains 25756 members 
Mstep: Class 17 contains 39503 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 79460 members 
Mstep: Class 21 contains 59666 members 
Mstep: Class 22 contains 167988 members 
Mstep: Class 23 contains 176237 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 177612 members 
Mstep: Class 26 contains 2714 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478656.000000 Penalty: 98174.007812
Iteration 442Q: 29 clusters Score -1.804787e+08 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93740 members 
Mstep: Class 2 contains 50081 members 
Mstep: Class 3 contains 7515 members 
Mstep: Class 4 contains 176201 members 
Mstep: Class 5 contains 162909 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 9154 members 
Mstep: Class 8 contains 48921 members 
Mstep: Class 9 contains 185 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38398 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1011 members 
Mstep: Class 15 contains 54616 members 
Mstep: Class 16 contains 25978 members 
Mstep: Class 17 contains 39445 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 79346 members 
Mstep: Class 21 contains 59559 members 
Mstep: Class 22 contains 167752 members 
Mstep: Class 23 contains 176299 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 178774 members 
Mstep: Class 26 contains 2737 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478448.000000 Penalty: 98174.007812
Iteration 443Q: 29 clusters Score -1.804784e+08 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93622 members 
Mstep: Class 2 contains 50042 members 
Mstep: Class 3 contains 7519 members 
Mstep: Class 4 contains 175833 members 
Mstep: Class 5 contains 162686 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 9401 members 
Mstep: Class 8 contains 48824 members 
Mstep: Class 9 contains 185 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38302 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 54455 members 
Mstep: Class 16 contains 26164 members 
Mstep: Class 17 contains 39405 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 79235 members 
Mstep: Class 21 contains 59473 members 
Mstep: Class 22 contains 167579 members 
Mstep: Class 23 contains 176363 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 179785 members 
Mstep: Class 26 contains 2748 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478320.000000 Penalty: 98174.007812
Iteration 444Q: 29 clusters Score -1.804783e+08 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93494 members 
Mstep: Class 2 contains 50016 members 
Mstep: Class 3 contains 7523 members 
Mstep: Class 4 contains 175608 members 
Mstep: Class 5 contains 162484 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 9610 members 
Mstep: Class 8 contains 48730 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38211 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 54333 members 
Mstep: Class 16 contains 26334 members 
Mstep: Class 17 contains 39371 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 79109 members 
Mstep: Class 21 contains 59381 members 
Mstep: Class 22 contains 167409 members 
Mstep: Class 23 contains 176398 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 180678 members 
Mstep: Class 26 contains 2753 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478560.000000 Penalty: 98174.007812
Iteration 445Q: 29 clusters Score -1.804786e+08 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93342 members 
Mstep: Class 2 contains 49984 members 
Mstep: Class 3 contains 7525 members 
Mstep: Class 4 contains 175399 members 
Mstep: Class 5 contains 162430 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 9829 members 
Mstep: Class 8 contains 48634 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38143 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 54229 members 
Mstep: Class 16 contains 26503 members 
Mstep: Class 17 contains 39329 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 78971 members 
Mstep: Class 21 contains 59310 members 
Mstep: Class 22 contains 167232 members 
Mstep: Class 23 contains 176394 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 181432 members 
Mstep: Class 26 contains 2756 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478928.000000 Penalty: 98174.007812
Iteration 446Q: 29 clusters Score -1.804789e+08 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93203 members 
Mstep: Class 2 contains 49961 members 
Mstep: Class 3 contains 7528 members 
Mstep: Class 4 contains 175284 members 
Mstep: Class 5 contains 162414 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 10029 members 
Mstep: Class 8 contains 48563 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38088 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 54141 members 
Mstep: Class 16 contains 26651 members 
Mstep: Class 17 contains 39293 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 78827 members 
Mstep: Class 21 contains 59238 members 
Mstep: Class 22 contains 167092 members 
Mstep: Class 23 contains 176316 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 182060 members 
Mstep: Class 26 contains 2757 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478832.000000 Penalty: 98174.007812
Iteration 447Q: 29 clusters Score -1.804788e+08 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 93045 members 
Mstep: Class 2 contains 49929 members 
Mstep: Class 3 contains 7532 members 
Mstep: Class 4 contains 175212 members 
Mstep: Class 5 contains 162396 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 10218 members 
Mstep: Class 8 contains 48495 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38046 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 914 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 54068 members 
Mstep: Class 16 contains 26779 members 
Mstep: Class 17 contains 39255 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 78686 members 
Mstep: Class 21 contains 59188 members 
Mstep: Class 22 contains 166973 members 
Mstep: Class 23 contains 176292 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 182575 members 
Mstep: Class 26 contains 2756 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478960.000000 Penalty: 98174.007812
Iteration 448Q: 29 clusters Score -1.80479e+08 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92900 members 
Mstep: Class 2 contains 49912 members 
Mstep: Class 3 contains 7533 members 
Mstep: Class 4 contains 175178 members 
Mstep: Class 5 contains 162385 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 10397 members 
Mstep: Class 8 contains 48430 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 38023 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 913 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 53987 members 
Mstep: Class 16 contains 26899 members 
Mstep: Class 17 contains 39214 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 78563 members 
Mstep: Class 21 contains 59148 members 
Mstep: Class 22 contains 166820 members 
Mstep: Class 23 contains 176322 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 182983 members 
Mstep: Class 26 contains 2754 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180479120.000000 Penalty: 98174.007812
Iteration 449Q: 29 clusters Score -1.804791e+08 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92746 members 
Mstep: Class 2 contains 49885 members 
Mstep: Class 3 contains 7535 members 
Mstep: Class 4 contains 175186 members 
Mstep: Class 5 contains 162411 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 10559 members 
Mstep: Class 8 contains 48374 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37992 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 911 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 53922 members 
Mstep: Class 16 contains 27015 members 
Mstep: Class 17 contains 39180 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 78444 members 
Mstep: Class 21 contains 59115 members 
Mstep: Class 22 contains 166686 members 
Mstep: Class 23 contains 176317 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 183334 members 
Mstep: Class 26 contains 2754 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180479184.000000 Penalty: 98174.007812
Iteration 450Q: 29 clusters Score -1.804792e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92625 members 
Mstep: Class 2 contains 49860 members 
Mstep: Class 3 contains 7535 members 
Mstep: Class 4 contains 175223 members 
Mstep: Class 5 contains 162455 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 10699 members 
Mstep: Class 8 contains 48312 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37963 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 911 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 53866 members 
Mstep: Class 16 contains 27128 members 
Mstep: Class 17 contains 39137 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 78325 members 
Mstep: Class 21 contains 59071 members 
Mstep: Class 22 contains 166564 members 
Mstep: Class 23 contains 176346 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 183594 members 
Mstep: Class 26 contains 2754 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180479088.000000 Penalty: 98174.007812
Iteration 451Q: 29 clusters Score -1.804791e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92492 members 
Mstep: Class 2 contains 49835 members 
Mstep: Class 3 contains 7535 members 
Mstep: Class 4 contains 175297 members 
Mstep: Class 5 contains 162448 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 10854 members 
Mstep: Class 8 contains 48260 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37931 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 53811 members 
Mstep: Class 16 contains 27227 members 
Mstep: Class 17 contains 39094 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 78239 members 
Mstep: Class 21 contains 59021 members 
Mstep: Class 22 contains 166427 members 
Mstep: Class 23 contains 176431 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 183806 members 
Mstep: Class 26 contains 2753 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478992.000000 Penalty: 98174.007812
Iteration 452Q: 29 clusters Score -1.80479e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92336 members 
Mstep: Class 2 contains 49815 members 
Mstep: Class 3 contains 7536 members 
Mstep: Class 4 contains 175382 members 
Mstep: Class 5 contains 162434 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 11014 members 
Mstep: Class 8 contains 48196 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37920 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 53752 members 
Mstep: Class 16 contains 27330 members 
Mstep: Class 17 contains 39064 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 78148 members 
Mstep: Class 21 contains 58984 members 
Mstep: Class 22 contains 166312 members 
Mstep: Class 23 contains 176517 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 183972 members 
Mstep: Class 26 contains 2753 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478528.000000 Penalty: 98174.007812
Iteration 453Q: 29 clusters Score -1.804785e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92190 members 
Mstep: Class 2 contains 49802 members 
Mstep: Class 3 contains 7535 members 
Mstep: Class 4 contains 175431 members 
Mstep: Class 5 contains 162437 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 11166 members 
Mstep: Class 8 contains 48134 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37899 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 53688 members 
Mstep: Class 16 contains 27418 members 
Mstep: Class 17 contains 39035 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 78084 members 
Mstep: Class 21 contains 58948 members 
Mstep: Class 22 contains 166194 members 
Mstep: Class 23 contains 176644 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 184111 members 
Mstep: Class 26 contains 2752 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478432.000000 Penalty: 98174.007812
Iteration 454Q: 29 clusters Score -1.804784e+08 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 92064 members 
Mstep: Class 2 contains 49779 members 
Mstep: Class 3 contains 7534 members 
Mstep: Class 4 contains 175491 members 
Mstep: Class 5 contains 162472 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 11313 members 
Mstep: Class 8 contains 48108 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37880 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 53622 members 
Mstep: Class 16 contains 27508 members 
Mstep: Class 17 contains 39005 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 78018 members 
Mstep: Class 21 contains 58912 members 
Mstep: Class 22 contains 166088 members 
Mstep: Class 23 contains 176715 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 184209 members 
Mstep: Class 26 contains 2754 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478480.000000 Penalty: 98174.007812
Iteration 455Q: 29 clusters Score -1.804785e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91930 members 
Mstep: Class 2 contains 49770 members 
Mstep: Class 3 contains 7529 members 
Mstep: Class 4 contains 175535 members 
Mstep: Class 5 contains 162494 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 11463 members 
Mstep: Class 8 contains 48073 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37869 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 1007 members 
Mstep: Class 15 contains 53563 members 
Mstep: Class 16 contains 27583 members 
Mstep: Class 17 contains 38966 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77959 members 
Mstep: Class 21 contains 58885 members 
Mstep: Class 22 contains 166042 members 
Mstep: Class 23 contains 176757 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 184301 members 
Mstep: Class 26 contains 2756 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478496.000000 Penalty: 98174.007812
Iteration 456Q: 29 clusters Score -1.804785e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91811 members 
Mstep: Class 2 contains 49761 members 
Mstep: Class 3 contains 7526 members 
Mstep: Class 4 contains 175581 members 
Mstep: Class 5 contains 162545 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 11605 members 
Mstep: Class 8 contains 48042 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37850 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 53518 members 
Mstep: Class 16 contains 27671 members 
Mstep: Class 17 contains 38939 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77902 members 
Mstep: Class 21 contains 58862 members 
Mstep: Class 22 contains 165966 members 
Mstep: Class 23 contains 176782 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 184358 members 
Mstep: Class 26 contains 2759 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478016.000000 Penalty: 98174.007812
Iteration 457Q: 29 clusters Score -1.80478e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91710 members 
Mstep: Class 2 contains 49753 members 
Mstep: Class 3 contains 7522 members 
Mstep: Class 4 contains 175645 members 
Mstep: Class 5 contains 162585 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 11711 members 
Mstep: Class 8 contains 48008 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37836 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 53459 members 
Mstep: Class 16 contains 27768 members 
Mstep: Class 17 contains 38919 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77850 members 
Mstep: Class 21 contains 58849 members 
Mstep: Class 22 contains 165885 members 
Mstep: Class 23 contains 176806 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 184414 members 
Mstep: Class 26 contains 2759 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478000.000000 Penalty: 98174.007812
Iteration 458Q: 29 clusters Score -1.80478e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91602 members 
Mstep: Class 2 contains 49727 members 
Mstep: Class 3 contains 7519 members 
Mstep: Class 4 contains 175692 members 
Mstep: Class 5 contains 162592 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 11815 members 
Mstep: Class 8 contains 47979 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37827 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 53410 members 
Mstep: Class 16 contains 27875 members 
Mstep: Class 17 contains 38906 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77797 members 
Mstep: Class 21 contains 58826 members 
Mstep: Class 22 contains 165855 members 
Mstep: Class 23 contains 176788 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 184511 members 
Mstep: Class 26 contains 2759 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477984.000000 Penalty: 98174.007812
Iteration 459Q: 29 clusters Score -1.80478e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91485 members 
Mstep: Class 2 contains 49709 members 
Mstep: Class 3 contains 7517 members 
Mstep: Class 4 contains 175712 members 
Mstep: Class 5 contains 162586 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 11938 members 
Mstep: Class 8 contains 47952 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37817 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 53378 members 
Mstep: Class 16 contains 27990 members 
Mstep: Class 17 contains 38893 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77760 members 
Mstep: Class 21 contains 58803 members 
Mstep: Class 22 contains 165812 members 
Mstep: Class 23 contains 176788 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 184582 members 
Mstep: Class 26 contains 2759 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477888.000000 Penalty: 98174.007812
Iteration 460F: 29 clusters Score -1.804779e+08 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91354 members 
Mstep: Class 2 contains 49684 members 
Mstep: Class 3 contains 7517 members 
Mstep: Class 4 contains 175765 members 
Mstep: Class 5 contains 162580 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 12060 members 
Mstep: Class 8 contains 47924 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37800 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 53339 members 
Mstep: Class 16 contains 28084 members 
Mstep: Class 17 contains 38864 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77719 members 
Mstep: Class 21 contains 58793 members 
Mstep: Class 22 contains 165799 members 
Mstep: Class 23 contains 176784 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 184658 members 
Mstep: Class 26 contains 2759 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478000.000000 Penalty: 98174.007812
Iteration 461Q: 29 clusters Score -1.80478e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91221 members 
Mstep: Class 2 contains 49674 members 
Mstep: Class 3 contains 7516 members 
Mstep: Class 4 contains 175807 members 
Mstep: Class 5 contains 162576 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 12178 members 
Mstep: Class 8 contains 47885 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37779 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 53297 members 
Mstep: Class 16 contains 28167 members 
Mstep: Class 17 contains 38838 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77671 members 
Mstep: Class 21 contains 58780 members 
Mstep: Class 22 contains 165833 members 
Mstep: Class 23 contains 176784 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 184721 members 
Mstep: Class 26 contains 2759 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478032.000000 Penalty: 98174.007812
Iteration 462Q: 29 clusters Score -1.80478e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91124 members 
Mstep: Class 2 contains 49659 members 
Mstep: Class 3 contains 7510 members 
Mstep: Class 4 contains 175857 members 
Mstep: Class 5 contains 162566 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 12272 members 
Mstep: Class 8 contains 47853 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37763 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 53257 members 
Mstep: Class 16 contains 28252 members 
Mstep: Class 17 contains 38813 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77620 members 
Mstep: Class 21 contains 58759 members 
Mstep: Class 22 contains 165857 members 
Mstep: Class 23 contains 176784 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 184784 members 
Mstep: Class 26 contains 2760 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477872.000000 Penalty: 98174.007812
Iteration 463Q: 29 clusters Score -1.804779e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 91033 members 
Mstep: Class 2 contains 49640 members 
Mstep: Class 3 contains 7506 members 
Mstep: Class 4 contains 175910 members 
Mstep: Class 5 contains 162566 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 12368 members 
Mstep: Class 8 contains 47840 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37758 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 53213 members 
Mstep: Class 16 contains 28332 members 
Mstep: Class 17 contains 38799 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77582 members 
Mstep: Class 21 contains 58726 members 
Mstep: Class 22 contains 165925 members 
Mstep: Class 23 contains 176728 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 184805 members 
Mstep: Class 26 contains 2761 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478432.000000 Penalty: 98174.007812
Iteration 464Q: 29 clusters Score -1.804784e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 90930 members 
Mstep: Class 2 contains 49630 members 
Mstep: Class 3 contains 7502 members 
Mstep: Class 4 contains 175954 members 
Mstep: Class 5 contains 162538 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 12470 members 
Mstep: Class 8 contains 47811 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37747 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 53161 members 
Mstep: Class 16 contains 28407 members 
Mstep: Class 17 contains 38781 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77541 members 
Mstep: Class 21 contains 58687 members 
Mstep: Class 22 contains 165969 members 
Mstep: Class 23 contains 176776 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 184829 members 
Mstep: Class 26 contains 2761 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478640.000000 Penalty: 98174.007812
Iteration 465Q: 29 clusters Score -1.804786e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 90840 members 
Mstep: Class 2 contains 49611 members 
Mstep: Class 3 contains 7496 members 
Mstep: Class 4 contains 175992 members 
Mstep: Class 5 contains 162483 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 12563 members 
Mstep: Class 8 contains 47788 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37743 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 53115 members 
Mstep: Class 16 contains 28480 members 
Mstep: Class 17 contains 38757 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77494 members 
Mstep: Class 21 contains 58655 members 
Mstep: Class 22 contains 166037 members 
Mstep: Class 23 contains 176838 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 184842 members 
Mstep: Class 26 contains 2761 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478288.000000 Penalty: 98174.007812
Iteration 466Q: 29 clusters Score -1.804783e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 90756 members 
Mstep: Class 2 contains 49592 members 
Mstep: Class 3 contains 7492 members 
Mstep: Class 4 contains 176051 members 
Mstep: Class 5 contains 162458 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 12671 members 
Mstep: Class 8 contains 47759 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37738 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 53070 members 
Mstep: Class 16 contains 28553 members 
Mstep: Class 17 contains 38738 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77450 members 
Mstep: Class 21 contains 58631 members 
Mstep: Class 22 contains 166094 members 
Mstep: Class 23 contains 176840 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 184839 members 
Mstep: Class 26 contains 2760 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478176.000000 Penalty: 98174.007812
Iteration 467Q: 29 clusters Score -1.804782e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 90660 members 
Mstep: Class 2 contains 49584 members 
Mstep: Class 3 contains 7488 members 
Mstep: Class 4 contains 176099 members 
Mstep: Class 5 contains 162408 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 12771 members 
Mstep: Class 8 contains 47735 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37731 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 53029 members 
Mstep: Class 16 contains 28618 members 
Mstep: Class 17 contains 38717 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77405 members 
Mstep: Class 21 contains 58604 members 
Mstep: Class 22 contains 166159 members 
Mstep: Class 23 contains 176861 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 184862 members 
Mstep: Class 26 contains 2759 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478304.000000 Penalty: 98174.007812
Iteration 468Q: 29 clusters Score -1.804783e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 90560 members 
Mstep: Class 2 contains 49578 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 176101 members 
Mstep: Class 5 contains 162375 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 12873 members 
Mstep: Class 8 contains 47723 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37720 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 909 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 52999 members 
Mstep: Class 16 contains 28678 members 
Mstep: Class 17 contains 38704 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77366 members 
Mstep: Class 21 contains 58561 members 
Mstep: Class 22 contains 166201 members 
Mstep: Class 23 contains 176935 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 184870 members 
Mstep: Class 26 contains 2759 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478336.000000 Penalty: 98174.007812
Iteration 469Q: 29 clusters Score -1.804783e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 90456 members 
Mstep: Class 2 contains 49565 members 
Mstep: Class 3 contains 7481 members 
Mstep: Class 4 contains 176095 members 
Mstep: Class 5 contains 162339 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 12972 members 
Mstep: Class 8 contains 47713 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37701 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 52971 members 
Mstep: Class 16 contains 28735 members 
Mstep: Class 17 contains 38695 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77338 members 
Mstep: Class 21 contains 58532 members 
Mstep: Class 22 contains 166265 members 
Mstep: Class 23 contains 176948 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 184920 members 
Mstep: Class 26 contains 2759 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478128.000000 Penalty: 98174.007812
Iteration 470Q: 29 clusters Score -1.804781e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 90354 members 
Mstep: Class 2 contains 49547 members 
Mstep: Class 3 contains 7473 members 
Mstep: Class 4 contains 176121 members 
Mstep: Class 5 contains 162285 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 13061 members 
Mstep: Class 8 contains 47702 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37693 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 911 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 52943 members 
Mstep: Class 16 contains 28787 members 
Mstep: Class 17 contains 38677 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77306 members 
Mstep: Class 21 contains 58506 members 
Mstep: Class 22 contains 166345 members 
Mstep: Class 23 contains 176961 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 184966 members 
Mstep: Class 26 contains 2759 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478416.000000 Penalty: 98174.007812
Iteration 471Q: 29 clusters Score -1.804784e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 90254 members 
Mstep: Class 2 contains 49523 members 
Mstep: Class 3 contains 7468 members 
Mstep: Class 4 contains 176139 members 
Mstep: Class 5 contains 162274 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 13146 members 
Mstep: Class 8 contains 47697 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37693 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 914 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 52904 members 
Mstep: Class 16 contains 28834 members 
Mstep: Class 17 contains 38669 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77273 members 
Mstep: Class 21 contains 58487 members 
Mstep: Class 22 contains 166419 members 
Mstep: Class 23 contains 176962 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 184984 members 
Mstep: Class 26 contains 2759 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478560.000000 Penalty: 98174.007812
Iteration 472Q: 29 clusters Score -1.804786e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 90139 members 
Mstep: Class 2 contains 49510 members 
Mstep: Class 3 contains 7460 members 
Mstep: Class 4 contains 176148 members 
Mstep: Class 5 contains 162258 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 13245 members 
Mstep: Class 8 contains 47694 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37680 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 911 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 52876 members 
Mstep: Class 16 contains 28887 members 
Mstep: Class 17 contains 38649 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77246 members 
Mstep: Class 21 contains 58469 members 
Mstep: Class 22 contains 166469 members 
Mstep: Class 23 contains 176996 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185006 members 
Mstep: Class 26 contains 2759 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478832.000000 Penalty: 98174.007812
Iteration 473Q: 29 clusters Score -1.804788e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 90032 members 
Mstep: Class 2 contains 49502 members 
Mstep: Class 3 contains 7449 members 
Mstep: Class 4 contains 176141 members 
Mstep: Class 5 contains 162240 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 13344 members 
Mstep: Class 8 contains 47688 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37668 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 910 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 52847 members 
Mstep: Class 16 contains 28931 members 
Mstep: Class 17 contains 38624 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77221 members 
Mstep: Class 21 contains 58450 members 
Mstep: Class 22 contains 166517 members 
Mstep: Class 23 contains 177051 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185027 members 
Mstep: Class 26 contains 2759 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478624.000000 Penalty: 98174.007812
Iteration 474Q: 29 clusters Score -1.804786e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 89932 members 
Mstep: Class 2 contains 49479 members 
Mstep: Class 3 contains 7437 members 
Mstep: Class 4 contains 176141 members 
Mstep: Class 5 contains 162253 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 13445 members 
Mstep: Class 8 contains 47684 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37661 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 52811 members 
Mstep: Class 16 contains 28985 members 
Mstep: Class 17 contains 38606 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77189 members 
Mstep: Class 21 contains 58441 members 
Mstep: Class 22 contains 166544 members 
Mstep: Class 23 contains 177086 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185038 members 
Mstep: Class 26 contains 2760 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180479024.000000 Penalty: 98174.007812
Iteration 475Q: 29 clusters Score -1.80479e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 89830 members 
Mstep: Class 2 contains 49463 members 
Mstep: Class 3 contains 7427 members 
Mstep: Class 4 contains 176142 members 
Mstep: Class 5 contains 162272 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 13547 members 
Mstep: Class 8 contains 47684 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37662 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 52782 members 
Mstep: Class 16 contains 29043 members 
Mstep: Class 17 contains 38589 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77155 members 
Mstep: Class 21 contains 58431 members 
Mstep: Class 22 contains 166583 members 
Mstep: Class 23 contains 177088 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185040 members 
Mstep: Class 26 contains 2760 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478736.000000 Penalty: 98174.007812
Iteration 476Q: 29 clusters Score -1.804787e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 89753 members 
Mstep: Class 2 contains 49452 members 
Mstep: Class 3 contains 7416 members 
Mstep: Class 4 contains 176136 members 
Mstep: Class 5 contains 162244 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 13635 members 
Mstep: Class 8 contains 47690 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37662 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 52760 members 
Mstep: Class 16 contains 29098 members 
Mstep: Class 17 contains 38575 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77129 members 
Mstep: Class 21 contains 58431 members 
Mstep: Class 22 contains 166595 members 
Mstep: Class 23 contains 177151 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185016 members 
Mstep: Class 26 contains 2760 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478400.000000 Penalty: 98174.007812
Iteration 477Q: 29 clusters Score -1.804784e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 89690 members 
Mstep: Class 2 contains 49438 members 
Mstep: Class 3 contains 7406 members 
Mstep: Class 4 contains 176128 members 
Mstep: Class 5 contains 162203 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 13699 members 
Mstep: Class 8 contains 47692 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37663 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 889 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 52741 members 
Mstep: Class 16 contains 29154 members 
Mstep: Class 17 contains 38568 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77107 members 
Mstep: Class 21 contains 58431 members 
Mstep: Class 22 contains 166604 members 
Mstep: Class 23 contains 177209 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185013 members 
Mstep: Class 26 contains 2760 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478320.000000 Penalty: 98174.007812
Iteration 478Q: 29 clusters Score -1.804783e+08 nChanged 837
Entering ConstructFrom: 
Score: -180478320.000000 Penalty: 98174.007812
Entering ConstructFrom: 
Trying to split cluster 1 (89606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89606 members 
Entering Unmasked Estep 
Score: -11599616.000000 Penalty: 2827.988037
	Iteration 0F: 2 clusters Score -1.159962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -11540064.000000 Penalty: 5655.976074
	Iteration 0F: 3 clusters Score -1.154006e+07 nChanged 42237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -11564516.000000 Penalty: 5655.976074
	Iteration 1F: 3 clusters Score -1.156452e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -11566734.000000 Penalty: 5655.976074
	Iteration 2Q: 3 clusters Score -1.156673e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -11570378.000000 Penalty: 5655.976074
	Iteration 3F: 3 clusters Score -1.157038e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -11574713.000000 Penalty: 5655.976074
	Iteration 4F: 3 clusters Score -1.157471e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -11578908.000000 Penalty: 5655.976074
	Iteration 5F: 3 clusters Score -1.157891e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -11581756.000000 Penalty: 5655.976074
	Iteration 6F: 3 clusters Score -1.158176e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -11583288.000000 Penalty: 5655.976074
	Iteration 7Q: 3 clusters Score -1.158329e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -11583984.000000 Penalty: 5655.976074
	Iteration 8Q: 3 clusters Score -1.158398e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -11584233.000000 Penalty: 5655.976074
	Iteration 9Q: 3 clusters Score -1.158423e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -11584476.000000 Penalty: 5655.976074
	Iteration 10Q: 3 clusters Score -1.158448e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -11584553.000000 Penalty: 5655.976074
	Iteration 11Q: 3 clusters Score -1.158455e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -11584694.000000 Penalty: 5655.976074
	Iteration 12Q: 3 clusters Score -1.158469e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -11584832.000000 Penalty: 5655.976074
	Iteration 13Q: 3 clusters Score -1.158483e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -11584977.000000 Penalty: 5655.976074
	Iteration 14Q: 3 clusters Score -1.158498e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -11585119.000000 Penalty: 5655.976074
	Iteration 15Q: 3 clusters Score -1.158512e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -11585279.000000 Penalty: 5655.976074
	Iteration 16Q: 3 clusters Score -1.158528e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52104 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -11585522.000000 Penalty: 5655.976074
	Iteration 17Q: 3 clusters Score -1.158552e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53604 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -11585830.000000 Penalty: 5655.976074
	Iteration 18Q: 3 clusters Score -1.158583e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55248 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -11586217.000000 Penalty: 5655.976074
	Iteration 19Q: 3 clusters Score -1.158622e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57055 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -11586602.000000 Penalty: 5655.976074
	Iteration 20F: 3 clusters Score -1.15866e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59037 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -11587083.000000 Penalty: 5655.976074
	Iteration 21Q: 3 clusters Score -1.158708e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61172 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -11587733.000000 Penalty: 5655.976074
	Iteration 22Q: 3 clusters Score -1.158773e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63548 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -11588318.000000 Penalty: 5655.976074
	Iteration 23Q: 3 clusters Score -1.158832e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66053 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -11589099.000000 Penalty: 5655.976074
	Iteration 24Q: 3 clusters Score -1.15891e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68566 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -11589798.000000 Penalty: 5655.976074
	Iteration 25Q: 3 clusters Score -1.15898e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71098 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -11590661.000000 Penalty: 5655.976074
	Iteration 26Q: 3 clusters Score -1.159066e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73640 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -11591709.000000 Penalty: 5655.976074
	Iteration 27Q: 3 clusters Score -1.159171e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76033 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -11592683.000000 Penalty: 5655.976074
	Iteration 28Q: 3 clusters Score -1.159268e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78273 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -11593629.000000 Penalty: 5655.976074
	Iteration 29Q: 3 clusters Score -1.159363e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80198 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -11594377.000000 Penalty: 5655.976074
	Iteration 30Q: 3 clusters Score -1.159438e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81843 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -11595017.000000 Penalty: 5655.976074
	Iteration 31Q: 3 clusters Score -1.159502e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83154 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -11595482.000000 Penalty: 5655.976074
	Iteration 32Q: 3 clusters Score -1.159548e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84176 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -11595823.000000 Penalty: 5655.976074
	Iteration 33Q: 3 clusters Score -1.159582e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84981 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -11596054.000000 Penalty: 5655.976074
	Iteration 34Q: 3 clusters Score -1.159605e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85601 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -11596258.000000 Penalty: 5655.976074
	Iteration 35Q: 3 clusters Score -1.159626e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86112 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -11596465.000000 Penalty: 5655.976074
	Iteration 36Q: 3 clusters Score -1.159646e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86502 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -11596603.000000 Penalty: 5655.976074
	Iteration 37Q: 3 clusters Score -1.15966e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86836 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -11596752.000000 Penalty: 5655.976074
	Iteration 38Q: 3 clusters Score -1.159675e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87103 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -11596879.000000 Penalty: 5655.976074
	Iteration 39Q: 3 clusters Score -1.159688e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87320 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -11596949.000000 Penalty: 5655.976074
	Iteration 40F: 3 clusters Score -1.159695e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87485 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -11596985.000000 Penalty: 5655.976074
	Iteration 41Q: 3 clusters Score -1.159698e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87637 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -11597049.000000 Penalty: 5655.976074
	Iteration 42Q: 3 clusters Score -1.159705e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87758 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -11597096.000000 Penalty: 5655.976074
	Iteration 43Q: 3 clusters Score -1.15971e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87856 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -11597138.000000 Penalty: 5655.976074
	Iteration 44Q: 3 clusters Score -1.159714e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87927 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -11597172.000000 Penalty: 5655.976074
	Iteration 45Q: 3 clusters Score -1.159717e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87987 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -11597181.000000 Penalty: 5655.976074
	Iteration 46Q: 3 clusters Score -1.159718e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88036 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -11597177.000000 Penalty: 5655.976074
	Iteration 47Q: 3 clusters Score -1.159718e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88094 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -11597216.000000 Penalty: 5655.976074
	Iteration 48Q: 3 clusters Score -1.159722e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88130 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -11597231.000000 Penalty: 5655.976074
	Iteration 49Q: 3 clusters Score -1.159723e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88157 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -11597250.000000 Penalty: 5655.976074
	Iteration 50Q: 3 clusters Score -1.159725e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88189 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -11597246.000000 Penalty: 5655.976074
	Iteration 51Q: 3 clusters Score -1.159725e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88215 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -11597252.000000 Penalty: 5655.976074
	Iteration 52Q: 3 clusters Score -1.159725e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88241 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -11597258.000000 Penalty: 5655.976074
	Iteration 53Q: 3 clusters Score -1.159726e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88264 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -11597284.000000 Penalty: 5655.976074
	Iteration 54Q: 3 clusters Score -1.159728e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88276 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -11597303.000000 Penalty: 5655.976074
	Iteration 55Q: 3 clusters Score -1.15973e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88292 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -11597306.000000 Penalty: 5655.976074
	Iteration 56Q: 3 clusters Score -1.159731e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88314 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -11597318.000000 Penalty: 5655.976074
	Iteration 57Q: 3 clusters Score -1.159732e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88325 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -11597334.000000 Penalty: 5655.976074
	Iteration 58Q: 3 clusters Score -1.159733e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88341 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -11597329.000000 Penalty: 5655.976074
	Iteration 59Q: 3 clusters Score -1.159733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88352 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -11597332.000000 Penalty: 5655.976074
	Iteration 60F: 3 clusters Score -1.159733e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88363 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -11597339.000000 Penalty: 5655.976074
	Iteration 61Q: 3 clusters Score -1.159734e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88373 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -11597347.000000 Penalty: 5655.976074
	Iteration 62Q: 3 clusters Score -1.159735e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88382 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -11597339.000000 Penalty: 5655.976074
	Iteration 63Q: 3 clusters Score -1.159734e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88393 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -11597354.000000 Penalty: 5655.976074
	Iteration 64Q: 3 clusters Score -1.159735e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88403 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -11597367.000000 Penalty: 5655.976074
	Iteration 65Q: 3 clusters Score -1.159737e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88407 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -11597368.000000 Penalty: 5655.976074
	Iteration 66Q: 3 clusters Score -1.159737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88408 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -11597363.000000 Penalty: 5655.976074
	Iteration 67Q: 3 clusters Score -1.159736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88408 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -11597366.000000 Penalty: 5655.976074
	Iteration 68Q: 3 clusters Score -1.159737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88409 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -11597369.000000 Penalty: 5655.976074
	Iteration 69Q: 3 clusters Score -1.159737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88410 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -11597369.000000 Penalty: 5655.976074
	Iteration 70Q: 3 clusters Score -1.159737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88410 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -11597369.000000 Penalty: 5655.976074
	Iteration 71F: 3 clusters Score -1.159737e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Entering Unmasked Estep 
Score: -6557762.500000 Penalty: 2680.406250
	Iteration 0F: 2 clusters Score -6557762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -6524334.500000 Penalty: 5360.812500
	Iteration 0F: 3 clusters Score -6524334 nChanged 22755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -6536966.500000 Penalty: 5360.812500
	Iteration 1F: 3 clusters Score -6536966 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -6537547.500000 Penalty: 5360.812500
	Iteration 2Q: 3 clusters Score -6537548 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -6538249.500000 Penalty: 5360.812500
	Iteration 3Q: 3 clusters Score -6538250 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -6539215.000000 Penalty: 5360.812500
	Iteration 4Q: 3 clusters Score -6539215 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -6540881.000000 Penalty: 5360.812500
	Iteration 5F: 3 clusters Score -6540881 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -6543383.500000 Penalty: 5360.812500
	Iteration 6F: 3 clusters Score -6543384 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -6546719.000000 Penalty: 5360.812500
	Iteration 7F: 3 clusters Score -6546719 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -6550061.500000 Penalty: 5360.812500
	Iteration 8F: 3 clusters Score -6550062 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -6552656.000000 Penalty: 5360.812500
	Iteration 9F: 3 clusters Score -6552656 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -6554312.000000 Penalty: 5360.812500
	Iteration 10Q: 3 clusters Score -6554312 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -6555260.000000 Penalty: 5360.812500
	Iteration 11Q: 3 clusters Score -6555260 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -6555769.500000 Penalty: 5360.812500
	Iteration 12Q: 3 clusters Score -6555770 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -6556066.500000 Penalty: 5360.812500
	Iteration 13Q: 3 clusters Score -6556066 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47386 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -6556219.500000 Penalty: 5360.812500
	Iteration 14Q: 3 clusters Score -6556220 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -6556290.500000 Penalty: 5360.812500
	Iteration 15Q: 3 clusters Score -6556290 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6556340.000000 Penalty: 5360.812500
	Iteration 16Q: 3 clusters Score -6556340 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6556369.000000 Penalty: 5360.812500
	Iteration 17Q: 3 clusters Score -6556369 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6556397.500000 Penalty: 5360.812500
	Iteration 18Q: 3 clusters Score -6556398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6556420.500000 Penalty: 5360.812500
	Iteration 19Q: 3 clusters Score -6556420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6556435.000000 Penalty: 5360.812500
	Iteration 20F: 3 clusters Score -6556435 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6556436.500000 Penalty: 5360.812500
	Iteration 21Q: 3 clusters Score -6556436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -6556443.000000 Penalty: 5360.812500
	Iteration 22Q: 3 clusters Score -6556443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -6556447.000000 Penalty: 5360.812500
	Iteration 23Q: 3 clusters Score -6556447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6556448.500000 Penalty: 5360.812500
	Iteration 24Q: 3 clusters Score -6556448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6556451.000000 Penalty: 5360.812500
	Iteration 25Q: 3 clusters Score -6556451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6556452.000000 Penalty: 5360.812500
	Iteration 26Q: 3 clusters Score -6556452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6556448.000000 Penalty: 5360.812500
	Iteration 27Q: 3 clusters Score -6556448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -6556452.500000 Penalty: 5360.812500
	Iteration 28Q: 3 clusters Score -6556452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6556454.500000 Penalty: 5360.812500
	Iteration 29Q: 3 clusters Score -6556454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6556451.500000 Penalty: 5360.812500
	Iteration 30Q: 3 clusters Score -6556452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -6556449.000000 Penalty: 5360.812500
	Iteration 31Q: 3 clusters Score -6556449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6556453.500000 Penalty: 5360.812500
	Iteration 32Q: 3 clusters Score -6556454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -6556453.500000 Penalty: 5360.812500
	Iteration 33F: 3 clusters Score -6556454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Entering Unmasked Estep 
Score: -938361.312500 Penalty: 2209.457031
	Iteration 0F: 2 clusters Score -938361.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -932372.437500 Penalty: 4418.914062
	Iteration 0F: 3 clusters Score -932372.4 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -934084.062500 Penalty: 4418.914062
	Iteration 1F: 3 clusters Score -934084.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -934413.500000 Penalty: 4418.914062
	Iteration 2F: 3 clusters Score -934413.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -934724.125000 Penalty: 4418.914062
	Iteration 3F: 3 clusters Score -934724.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -935023.062500 Penalty: 4418.914062
	Iteration 4F: 3 clusters Score -935023.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -935306.562500 Penalty: 4418.914062
	Iteration 5F: 3 clusters Score -935306.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -935525.312500 Penalty: 4418.914062
	Iteration 6Q: 3 clusters Score -935525.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -935686.500000 Penalty: 4418.914062
	Iteration 7Q: 3 clusters Score -935686.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -935821.687500 Penalty: 4418.914062
	Iteration 8Q: 3 clusters Score -935821.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -935930.062500 Penalty: 4418.914062
	Iteration 9Q: 3 clusters Score -935930.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -936004.375000 Penalty: 4418.914062
	Iteration 10Q: 3 clusters Score -936004.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -936052.187500 Penalty: 4418.914062
	Iteration 11Q: 3 clusters Score -936052.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -936100.125000 Penalty: 4418.914062
	Iteration 12Q: 3 clusters Score -936100.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -936147.687500 Penalty: 4418.914062
	Iteration 13Q: 3 clusters Score -936147.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -936175.937500 Penalty: 4418.914062
	Iteration 14Q: 3 clusters Score -936175.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -936204.125000 Penalty: 4418.914062
	Iteration 15Q: 3 clusters Score -936204.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -936223.062500 Penalty: 4418.914062
	Iteration 16Q: 3 clusters Score -936223.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -936238.125000 Penalty: 4418.914062
	Iteration 17Q: 3 clusters Score -936238.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -936248.937500 Penalty: 4418.914062
	Iteration 18Q: 3 clusters Score -936248.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -936257.812500 Penalty: 4418.914062
	Iteration 19Q: 3 clusters Score -936257.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -936263.312500 Penalty: 4418.914062
	Iteration 20F: 3 clusters Score -936263.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -936273.000000 Penalty: 4418.914062
	Iteration 21Q: 3 clusters Score -936273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -936277.187500 Penalty: 4418.914062
	Iteration 22Q: 3 clusters Score -936277.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -936282.875000 Penalty: 4418.914062
	Iteration 23Q: 3 clusters Score -936282.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -936286.375000 Penalty: 4418.914062
	Iteration 24Q: 3 clusters Score -936286.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -936289.062500 Penalty: 4418.914062
	Iteration 25Q: 3 clusters Score -936289.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -936292.187500 Penalty: 4418.914062
	Iteration 26Q: 3 clusters Score -936292.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -936296.937500 Penalty: 4418.914062
	Iteration 27Q: 3 clusters Score -936296.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -936302.875000 Penalty: 4418.914062
	Iteration 28Q: 3 clusters Score -936302.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -936308.500000 Penalty: 4418.914062
	Iteration 29Q: 3 clusters Score -936308.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -936317.687500 Penalty: 4418.914062
	Iteration 30Q: 3 clusters Score -936317.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -936324.187500 Penalty: 4418.914062
	Iteration 31Q: 3 clusters Score -936324.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -936330.437500 Penalty: 4418.914062
	Iteration 32Q: 3 clusters Score -936330.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -936334.000000 Penalty: 4418.914062
	Iteration 33Q: 3 clusters Score -936334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -936337.312500 Penalty: 4418.914062
	Iteration 34Q: 3 clusters Score -936337.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -936339.375000 Penalty: 4418.914062
	Iteration 35Q: 3 clusters Score -936339.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -936341.687500 Penalty: 4418.914062
	Iteration 36Q: 3 clusters Score -936341.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -936343.375000 Penalty: 4418.914062
	Iteration 37Q: 3 clusters Score -936343.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -936346.500000 Penalty: 4418.914062
	Iteration 38Q: 3 clusters Score -936346.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -936353.187500 Penalty: 4418.914062
	Iteration 39Q: 3 clusters Score -936353.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -936356.687500 Penalty: 4418.914062
	Iteration 40F: 3 clusters Score -936356.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -936362.000000 Penalty: 4418.914062
	Iteration 41Q: 3 clusters Score -936362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -936364.750000 Penalty: 4418.914062
	Iteration 42Q: 3 clusters Score -936364.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -936369.750000 Penalty: 4418.914062
	Iteration 43Q: 3 clusters Score -936369.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -936373.750000 Penalty: 4418.914062
	Iteration 44Q: 3 clusters Score -936373.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -936380.687500 Penalty: 4418.914062
	Iteration 45Q: 3 clusters Score -936380.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -936383.187500 Penalty: 4418.914062
	Iteration 46Q: 3 clusters Score -936383.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -936386.125000 Penalty: 4418.914062
	Iteration 47Q: 3 clusters Score -936386.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -936389.937500 Penalty: 4418.914062
	Iteration 48Q: 3 clusters Score -936389.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -936394.437500 Penalty: 4418.914062
	Iteration 49Q: 3 clusters Score -936394.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -936396.312500 Penalty: 4418.914062
	Iteration 50Q: 3 clusters Score -936396.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -936396.875000 Penalty: 4418.914062
	Iteration 51Q: 3 clusters Score -936396.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -936398.062500 Penalty: 4418.914062
	Iteration 52Q: 3 clusters Score -936398.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -936401.437500 Penalty: 4418.914062
	Iteration 53Q: 3 clusters Score -936401.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -936403.437500 Penalty: 4418.914062
	Iteration 54Q: 3 clusters Score -936403.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -936403.437500 Penalty: 4418.914062
	Iteration 55F: 3 clusters Score -936403.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (176105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176105 members 
Entering Unmasked Estep 
Score: -23634162.000000 Penalty: 2995.551270
	Iteration 0F: 2 clusters Score -2.363416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87943 members 
Mstep: Class 2 contains 88162 members 
Entering Unmasked Estep 
Score: -23520522.000000 Penalty: 5991.102539
	Iteration 0F: 3 clusters Score -2.352052e+07 nChanged 84471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87288 members 
Mstep: Class 2 contains 88817 members 
Entering Unmasked Estep 
Score: -23569672.000000 Penalty: 5991.102539
	Iteration 1F: 3 clusters Score -2.356967e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87059 members 
Mstep: Class 2 contains 89046 members 
Entering Unmasked Estep 
Score: -23570456.000000 Penalty: 5991.102539
	Iteration 2Q: 3 clusters Score -2.357046e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86665 members 
Mstep: Class 2 contains 89440 members 
Entering Unmasked Estep 
Score: -23571472.000000 Penalty: 5991.102539
	Iteration 3Q: 3 clusters Score -2.357147e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86184 members 
Mstep: Class 2 contains 89921 members 
Entering Unmasked Estep 
Score: -23573002.000000 Penalty: 5991.102539
	Iteration 4Q: 3 clusters Score -2.3573e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85517 members 
Mstep: Class 2 contains 90588 members 
Entering Unmasked Estep 
Score: -23575406.000000 Penalty: 5991.102539
	Iteration 5Q: 3 clusters Score -2.357541e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84866 members 
Mstep: Class 2 contains 91239 members 
Entering Unmasked Estep 
Score: -23579082.000000 Penalty: 5991.102539
	Iteration 6Q: 3 clusters Score -2.357908e+07 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84611 members 
Mstep: Class 2 contains 91494 members 
Entering Unmasked Estep 
Score: -23584716.000000 Penalty: 5991.102539
	Iteration 7F: 3 clusters Score -2.358472e+07 nChanged 10941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85194 members 
Mstep: Class 2 contains 90911 members 
Entering Unmasked Estep 
Score: -23592704.000000 Penalty: 5991.102539
	Iteration 8F: 3 clusters Score -2.35927e+07 nChanged 12332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86770 members 
Mstep: Class 2 contains 89335 members 
Entering Unmasked Estep 
Score: -23602860.000000 Penalty: 5991.102539
	Iteration 9F: 3 clusters Score -2.360286e+07 nChanged 12240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89060 members 
Mstep: Class 2 contains 87045 members 
Entering Unmasked Estep 
Score: -23611782.000000 Penalty: 5991.102539
	Iteration 10F: 3 clusters Score -2.361178e+07 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91273 members 
Mstep: Class 2 contains 84832 members 
Entering Unmasked Estep 
Score: -23616510.000000 Penalty: 5991.102539
	Iteration 11F: 3 clusters Score -2.361651e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93192 members 
Mstep: Class 2 contains 82913 members 
Entering Unmasked Estep 
Score: -23618684.000000 Penalty: 5991.102539
	Iteration 12Q: 3 clusters Score -2.361868e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94939 members 
Mstep: Class 2 contains 81166 members 
Entering Unmasked Estep 
Score: -23619804.000000 Penalty: 5991.102539
	Iteration 13Q: 3 clusters Score -2.36198e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96625 members 
Mstep: Class 2 contains 79480 members 
Entering Unmasked Estep 
Score: -23620898.000000 Penalty: 5991.102539
	Iteration 14Q: 3 clusters Score -2.36209e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98307 members 
Mstep: Class 2 contains 77798 members 
Entering Unmasked Estep 
Score: -23622022.000000 Penalty: 5991.102539
	Iteration 15Q: 3 clusters Score -2.362202e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99895 members 
Mstep: Class 2 contains 76210 members 
Entering Unmasked Estep 
Score: -23623014.000000 Penalty: 5991.102539
	Iteration 16Q: 3 clusters Score -2.362301e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101253 members 
Mstep: Class 2 contains 74852 members 
Entering Unmasked Estep 
Score: -23623906.000000 Penalty: 5991.102539
	Iteration 17Q: 3 clusters Score -2.362391e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102492 members 
Mstep: Class 2 contains 73613 members 
Entering Unmasked Estep 
Score: -23624638.000000 Penalty: 5991.102539
	Iteration 18Q: 3 clusters Score -2.362464e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103606 members 
Mstep: Class 2 contains 72499 members 
Entering Unmasked Estep 
Score: -23625152.000000 Penalty: 5991.102539
	Iteration 19Q: 3 clusters Score -2.362515e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104657 members 
Mstep: Class 2 contains 71448 members 
Entering Unmasked Estep 
Score: -23625664.000000 Penalty: 5991.102539
	Iteration 20F: 3 clusters Score -2.362566e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105632 members 
Mstep: Class 2 contains 70473 members 
Entering Unmasked Estep 
Score: -23625982.000000 Penalty: 5991.102539
	Iteration 21Q: 3 clusters Score -2.362598e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106527 members 
Mstep: Class 2 contains 69578 members 
Entering Unmasked Estep 
Score: -23626162.000000 Penalty: 5991.102539
	Iteration 22Q: 3 clusters Score -2.362616e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107289 members 
Mstep: Class 2 contains 68816 members 
Entering Unmasked Estep 
Score: -23626422.000000 Penalty: 5991.102539
	Iteration 23Q: 3 clusters Score -2.362642e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108010 members 
Mstep: Class 2 contains 68095 members 
Entering Unmasked Estep 
Score: -23626570.000000 Penalty: 5991.102539
	Iteration 24Q: 3 clusters Score -2.362657e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108700 members 
Mstep: Class 2 contains 67405 members 
Entering Unmasked Estep 
Score: -23626684.000000 Penalty: 5991.102539
	Iteration 25Q: 3 clusters Score -2.362668e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109346 members 
Mstep: Class 2 contains 66759 members 
Entering Unmasked Estep 
Score: -23626686.000000 Penalty: 5991.102539
	Iteration 26Q: 3 clusters Score -2.362669e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109933 members 
Mstep: Class 2 contains 66172 members 
Entering Unmasked Estep 
Score: -23626852.000000 Penalty: 5991.102539
	Iteration 27Q: 3 clusters Score -2.362685e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110511 members 
Mstep: Class 2 contains 65594 members 
Entering Unmasked Estep 
Score: -23626932.000000 Penalty: 5991.102539
	Iteration 28Q: 3 clusters Score -2.362693e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111101 members 
Mstep: Class 2 contains 65004 members 
Entering Unmasked Estep 
Score: -23626958.000000 Penalty: 5991.102539
	Iteration 29Q: 3 clusters Score -2.362696e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111724 members 
Mstep: Class 2 contains 64381 members 
Entering Unmasked Estep 
Score: -23627016.000000 Penalty: 5991.102539
	Iteration 30Q: 3 clusters Score -2.362702e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112357 members 
Mstep: Class 2 contains 63748 members 
Entering Unmasked Estep 
Score: -23627086.000000 Penalty: 5991.102539
	Iteration 31Q: 3 clusters Score -2.362709e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112981 members 
Mstep: Class 2 contains 63124 members 
Entering Unmasked Estep 
Score: -23627114.000000 Penalty: 5991.102539
	Iteration 32Q: 3 clusters Score -2.362711e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113588 members 
Mstep: Class 2 contains 62517 members 
Entering Unmasked Estep 
Score: -23627140.000000 Penalty: 5991.102539
	Iteration 33Q: 3 clusters Score -2.362714e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114143 members 
Mstep: Class 2 contains 61962 members 
Entering Unmasked Estep 
Score: -23627294.000000 Penalty: 5991.102539
	Iteration 34Q: 3 clusters Score -2.362729e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114709 members 
Mstep: Class 2 contains 61396 members 
Entering Unmasked Estep 
Score: -23627464.000000 Penalty: 5991.102539
	Iteration 35Q: 3 clusters Score -2.362746e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115282 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -23627504.000000 Penalty: 5991.102539
	Iteration 36Q: 3 clusters Score -2.36275e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115836 members 
Mstep: Class 2 contains 60269 members 
Entering Unmasked Estep 
Score: -23627580.000000 Penalty: 5991.102539
	Iteration 37Q: 3 clusters Score -2.362758e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116332 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -23627560.000000 Penalty: 5991.102539
	Iteration 38Q: 3 clusters Score -2.362756e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116825 members 
Mstep: Class 2 contains 59280 members 
Entering Unmasked Estep 
Score: -23627612.000000 Penalty: 5991.102539
	Iteration 39Q: 3 clusters Score -2.362761e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117346 members 
Mstep: Class 2 contains 58759 members 
Entering Unmasked Estep 
Score: -23627658.000000 Penalty: 5991.102539
	Iteration 40F: 3 clusters Score -2.362766e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117863 members 
Mstep: Class 2 contains 58242 members 
Entering Unmasked Estep 
Score: -23627716.000000 Penalty: 5991.102539
	Iteration 41Q: 3 clusters Score -2.362772e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118347 members 
Mstep: Class 2 contains 57758 members 
Entering Unmasked Estep 
Score: -23627766.000000 Penalty: 5991.102539
	Iteration 42Q: 3 clusters Score -2.362777e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118806 members 
Mstep: Class 2 contains 57299 members 
Entering Unmasked Estep 
Score: -23627718.000000 Penalty: 5991.102539
	Iteration 43Q: 3 clusters Score -2.362772e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119249 members 
Mstep: Class 2 contains 56856 members 
Entering Unmasked Estep 
Score: -23627736.000000 Penalty: 5991.102539
	Iteration 44Q: 3 clusters Score -2.362774e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119699 members 
Mstep: Class 2 contains 56406 members 
Entering Unmasked Estep 
Score: -23627762.000000 Penalty: 5991.102539
	Iteration 45Q: 3 clusters Score -2.362776e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120139 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -23627710.000000 Penalty: 5991.102539
	Iteration 46Q: 3 clusters Score -2.362771e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120591 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -23627808.000000 Penalty: 5991.102539
	Iteration 47Q: 3 clusters Score -2.362781e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121108 members 
Mstep: Class 2 contains 54997 members 
Entering Unmasked Estep 
Score: -23627830.000000 Penalty: 5991.102539
	Iteration 48Q: 3 clusters Score -2.362783e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121644 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -23627948.000000 Penalty: 5991.102539
	Iteration 49Q: 3 clusters Score -2.362795e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122166 members 
Mstep: Class 2 contains 53939 members 
Entering Unmasked Estep 
Score: -23628046.000000 Penalty: 5991.102539
	Iteration 50Q: 3 clusters Score -2.362805e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122684 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -23628144.000000 Penalty: 5991.102539
	Iteration 51Q: 3 clusters Score -2.362814e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123181 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -23628282.000000 Penalty: 5991.102539
	Iteration 52Q: 3 clusters Score -2.362828e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123657 members 
Mstep: Class 2 contains 52448 members 
Entering Unmasked Estep 
Score: -23628450.000000 Penalty: 5991.102539
	Iteration 53Q: 3 clusters Score -2.362845e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124190 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -23628510.000000 Penalty: 5991.102539
	Iteration 54Q: 3 clusters Score -2.362851e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124749 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -23628514.000000 Penalty: 5991.102539
	Iteration 55Q: 3 clusters Score -2.362851e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125317 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -23628660.000000 Penalty: 5991.102539
	Iteration 56Q: 3 clusters Score -2.362866e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125921 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -23628762.000000 Penalty: 5991.102539
	Iteration 57Q: 3 clusters Score -2.362876e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126496 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -23628876.000000 Penalty: 5991.102539
	Iteration 58Q: 3 clusters Score -2.362888e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127072 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -23628962.000000 Penalty: 5991.102539
	Iteration 59Q: 3 clusters Score -2.362896e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127642 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -23629024.000000 Penalty: 5991.102539
	Iteration 60F: 3 clusters Score -2.362902e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128225 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -23629084.000000 Penalty: 5991.102539
	Iteration 61Q: 3 clusters Score -2.362908e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128784 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -23629132.000000 Penalty: 5991.102539
	Iteration 62Q: 3 clusters Score -2.362913e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129365 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -23629204.000000 Penalty: 5991.102539
	Iteration 63Q: 3 clusters Score -2.36292e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129957 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -23629296.000000 Penalty: 5991.102539
	Iteration 64Q: 3 clusters Score -2.36293e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130565 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -23629374.000000 Penalty: 5991.102539
	Iteration 65Q: 3 clusters Score -2.362937e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131191 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -23629404.000000 Penalty: 5991.102539
	Iteration 66Q: 3 clusters Score -2.36294e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131873 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -23629518.000000 Penalty: 5991.102539
	Iteration 67Q: 3 clusters Score -2.362952e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132555 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -23629632.000000 Penalty: 5991.102539
	Iteration 68Q: 3 clusters Score -2.362963e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133201 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -23629750.000000 Penalty: 5991.102539
	Iteration 69Q: 3 clusters Score -2.362975e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133864 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -23629854.000000 Penalty: 5991.102539
	Iteration 70Q: 3 clusters Score -2.362985e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134503 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -23629966.000000 Penalty: 5991.102539
	Iteration 71Q: 3 clusters Score -2.362997e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135163 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -23630042.000000 Penalty: 5991.102539
	Iteration 72Q: 3 clusters Score -2.363004e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135809 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -23630174.000000 Penalty: 5991.102539
	Iteration 73Q: 3 clusters Score -2.363017e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136424 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -23630312.000000 Penalty: 5991.102539
	Iteration 74Q: 3 clusters Score -2.363031e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137031 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -23630340.000000 Penalty: 5991.102539
	Iteration 75Q: 3 clusters Score -2.363034e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137637 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -23630376.000000 Penalty: 5991.102539
	Iteration 76Q: 3 clusters Score -2.363038e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138298 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -23630410.000000 Penalty: 5991.102539
	Iteration 77Q: 3 clusters Score -2.363041e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138945 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -23630456.000000 Penalty: 5991.102539
	Iteration 78Q: 3 clusters Score -2.363046e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139584 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -23630612.000000 Penalty: 5991.102539
	Iteration 79Q: 3 clusters Score -2.363061e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140202 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -23630680.000000 Penalty: 5991.102539
	Iteration 80F: 3 clusters Score -2.363068e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140868 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -23630814.000000 Penalty: 5991.102539
	Iteration 81Q: 3 clusters Score -2.363081e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141545 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -23630868.000000 Penalty: 5991.102539
	Iteration 82Q: 3 clusters Score -2.363087e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142216 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -23631070.000000 Penalty: 5991.102539
	Iteration 83Q: 3 clusters Score -2.363107e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142922 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -23631270.000000 Penalty: 5991.102539
	Iteration 84Q: 3 clusters Score -2.363127e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143671 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -23631408.000000 Penalty: 5991.102539
	Iteration 85Q: 3 clusters Score -2.363141e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144537 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -23631512.000000 Penalty: 5991.102539
	Iteration 86Q: 3 clusters Score -2.363151e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145450 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -23631734.000000 Penalty: 5991.102539
	Iteration 87Q: 3 clusters Score -2.363173e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146374 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -23631858.000000 Penalty: 5991.102539
	Iteration 88Q: 3 clusters Score -2.363186e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147310 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -23632074.000000 Penalty: 5991.102539
	Iteration 89Q: 3 clusters Score -2.363207e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148240 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -23632252.000000 Penalty: 5991.102539
	Iteration 90Q: 3 clusters Score -2.363225e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149142 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -23632274.000000 Penalty: 5991.102539
	Iteration 91Q: 3 clusters Score -2.363227e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149967 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -23632378.000000 Penalty: 5991.102539
	Iteration 92Q: 3 clusters Score -2.363238e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150797 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -23632546.000000 Penalty: 5991.102539
	Iteration 93Q: 3 clusters Score -2.363255e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151641 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -23632642.000000 Penalty: 5991.102539
	Iteration 94Q: 3 clusters Score -2.363264e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152494 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -23632806.000000 Penalty: 5991.102539
	Iteration 95Q: 3 clusters Score -2.363281e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153360 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -23632902.000000 Penalty: 5991.102539
	Iteration 96Q: 3 clusters Score -2.36329e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154236 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -23633082.000000 Penalty: 5991.102539
	Iteration 97Q: 3 clusters Score -2.363308e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155121 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -23633318.000000 Penalty: 5991.102539
	Iteration 98Q: 3 clusters Score -2.363332e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156001 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -23633430.000000 Penalty: 5991.102539
	Iteration 99Q: 3 clusters Score -2.363343e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156950 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -23633614.000000 Penalty: 5991.102539
	Iteration 100F: 3 clusters Score -2.363361e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157893 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -23633686.000000 Penalty: 5991.102539
	Iteration 101Q: 3 clusters Score -2.363369e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158871 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -23633862.000000 Penalty: 5991.102539
	Iteration 102Q: 3 clusters Score -2.363386e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159851 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -23633864.000000 Penalty: 5991.102539
	Iteration 103Q: 3 clusters Score -2.363386e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160755 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -23633894.000000 Penalty: 5991.102539
	Iteration 104Q: 3 clusters Score -2.363389e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161613 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -23633944.000000 Penalty: 5991.102539
	Iteration 105Q: 3 clusters Score -2.363394e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162466 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -23633974.000000 Penalty: 5991.102539
	Iteration 106Q: 3 clusters Score -2.363397e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163234 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -23633980.000000 Penalty: 5991.102539
	Iteration 107Q: 3 clusters Score -2.363398e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163980 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -23633848.000000 Penalty: 5991.102539
	Iteration 108Q: 3 clusters Score -2.363385e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164694 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -23633974.000000 Penalty: 5991.102539
	Iteration 109Q: 3 clusters Score -2.363397e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165345 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -23633908.000000 Penalty: 5991.102539
	Iteration 110Q: 3 clusters Score -2.363391e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166000 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -23633926.000000 Penalty: 5991.102539
	Iteration 111Q: 3 clusters Score -2.363393e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166636 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -23633898.000000 Penalty: 5991.102539
	Iteration 112Q: 3 clusters Score -2.36339e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167218 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -23633918.000000 Penalty: 5991.102539
	Iteration 113Q: 3 clusters Score -2.363392e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167794 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -23633844.000000 Penalty: 5991.102539
	Iteration 114Q: 3 clusters Score -2.363384e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168285 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -23633816.000000 Penalty: 5991.102539
	Iteration 115Q: 3 clusters Score -2.363382e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168715 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -23633806.000000 Penalty: 5991.102539
	Iteration 116Q: 3 clusters Score -2.363381e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169109 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -23633656.000000 Penalty: 5991.102539
	Iteration 117Q: 3 clusters Score -2.363366e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169480 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -23633620.000000 Penalty: 5991.102539
	Iteration 118Q: 3 clusters Score -2.363362e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169837 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -23633584.000000 Penalty: 5991.102539
	Iteration 119Q: 3 clusters Score -2.363358e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170187 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -23633578.000000 Penalty: 5991.102539
	Iteration 120F: 3 clusters Score -2.363358e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170534 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -23633524.000000 Penalty: 5991.102539
	Iteration 121Q: 3 clusters Score -2.363352e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170866 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -23633480.000000 Penalty: 5991.102539
	Iteration 122Q: 3 clusters Score -2.363348e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171159 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -23633426.000000 Penalty: 5991.102539
	Iteration 123Q: 3 clusters Score -2.363343e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171418 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -23633496.000000 Penalty: 5991.102539
	Iteration 124Q: 3 clusters Score -2.36335e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171638 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -23633502.000000 Penalty: 5991.102539
	Iteration 125Q: 3 clusters Score -2.36335e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171822 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -23633454.000000 Penalty: 5991.102539
	Iteration 126Q: 3 clusters Score -2.363345e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171986 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -23633416.000000 Penalty: 5991.102539
	Iteration 127Q: 3 clusters Score -2.363342e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172135 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -23633418.000000 Penalty: 5991.102539
	Iteration 128Q: 3 clusters Score -2.363342e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172277 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -23633344.000000 Penalty: 5991.102539
	Iteration 129Q: 3 clusters Score -2.363334e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172408 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -23633306.000000 Penalty: 5991.102539
	Iteration 130Q: 3 clusters Score -2.363331e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172537 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -23633352.000000 Penalty: 5991.102539
	Iteration 131Q: 3 clusters Score -2.363335e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172646 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -23633326.000000 Penalty: 5991.102539
	Iteration 132Q: 3 clusters Score -2.363333e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172723 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -23633314.000000 Penalty: 5991.102539
	Iteration 133Q: 3 clusters Score -2.363331e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172792 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -23633314.000000 Penalty: 5991.102539
	Iteration 134Q: 3 clusters Score -2.363331e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172847 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -23633332.000000 Penalty: 5991.102539
	Iteration 135Q: 3 clusters Score -2.363333e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172918 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -23633318.000000 Penalty: 5991.102539
	Iteration 136Q: 3 clusters Score -2.363332e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172984 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -23633330.000000 Penalty: 5991.102539
	Iteration 137Q: 3 clusters Score -2.363333e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173053 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -23633290.000000 Penalty: 5991.102539
	Iteration 138Q: 3 clusters Score -2.363329e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173114 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -23633296.000000 Penalty: 5991.102539
	Iteration 139Q: 3 clusters Score -2.36333e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173165 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -23633292.000000 Penalty: 5991.102539
	Iteration 140F: 3 clusters Score -2.363329e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173221 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -23633290.000000 Penalty: 5991.102539
	Iteration 141Q: 3 clusters Score -2.363329e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173272 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -23633268.000000 Penalty: 5991.102539
	Iteration 142Q: 3 clusters Score -2.363327e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173308 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -23633270.000000 Penalty: 5991.102539
	Iteration 143Q: 3 clusters Score -2.363327e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173343 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -23633260.000000 Penalty: 5991.102539
	Iteration 144Q: 3 clusters Score -2.363326e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173385 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -23633242.000000 Penalty: 5991.102539
	Iteration 145Q: 3 clusters Score -2.363324e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173426 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -23633242.000000 Penalty: 5991.102539
	Iteration 146Q: 3 clusters Score -2.363324e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173473 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -23633256.000000 Penalty: 5991.102539
	Iteration 147Q: 3 clusters Score -2.363326e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173504 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -23633238.000000 Penalty: 5991.102539
	Iteration 148Q: 3 clusters Score -2.363324e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173541 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -23633236.000000 Penalty: 5991.102539
	Iteration 149Q: 3 clusters Score -2.363324e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173574 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -23633234.000000 Penalty: 5991.102539
	Iteration 150Q: 3 clusters Score -2.363323e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173592 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -23633236.000000 Penalty: 5991.102539
	Iteration 151Q: 3 clusters Score -2.363324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173606 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -23633244.000000 Penalty: 5991.102539
	Iteration 152Q: 3 clusters Score -2.363324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173620 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -23633246.000000 Penalty: 5991.102539
	Iteration 153Q: 3 clusters Score -2.363325e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173633 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -23633234.000000 Penalty: 5991.102539
	Iteration 154Q: 3 clusters Score -2.363323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173648 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -23633232.000000 Penalty: 5991.102539
	Iteration 155Q: 3 clusters Score -2.363323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173663 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -23633212.000000 Penalty: 5991.102539
	Iteration 156Q: 3 clusters Score -2.363321e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173676 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -23633222.000000 Penalty: 5991.102539
	Iteration 157Q: 3 clusters Score -2.363322e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173695 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -23633220.000000 Penalty: 5991.102539
	Iteration 158Q: 3 clusters Score -2.363322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173703 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -23633216.000000 Penalty: 5991.102539
	Iteration 159Q: 3 clusters Score -2.363322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173710 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -23633234.000000 Penalty: 5991.102539
	Iteration 160F: 3 clusters Score -2.363323e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173716 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -23633230.000000 Penalty: 5991.102539
	Iteration 161Q: 3 clusters Score -2.363323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173720 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -23633212.000000 Penalty: 5991.102539
	Iteration 162Q: 3 clusters Score -2.363321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173724 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -23633214.000000 Penalty: 5991.102539
	Iteration 163Q: 3 clusters Score -2.363321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173728 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -23633226.000000 Penalty: 5991.102539
	Iteration 164Q: 3 clusters Score -2.363323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173733 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -23633222.000000 Penalty: 5991.102539
	Iteration 165Q: 3 clusters Score -2.363322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173735 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -23633220.000000 Penalty: 5991.102539
	Iteration 166Q: 3 clusters Score -2.363322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173736 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -23633216.000000 Penalty: 5991.102539
	Iteration 167Q: 3 clusters Score -2.363322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173738 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -23633214.000000 Penalty: 5991.102539
	Iteration 168Q: 3 clusters Score -2.363321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173738 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -23633214.000000 Penalty: 5991.102539
	Iteration 169F: 3 clusters Score -2.363321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (162191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162191 members 
Entering Unmasked Estep 
Score: -21906452.000000 Penalty: 2975.139404
	Iteration 0F: 2 clusters Score -2.190645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81219 members 
Mstep: Class 2 contains 80972 members 
Entering Unmasked Estep 
Score: -21800678.000000 Penalty: 5950.278809
	Iteration 0F: 3 clusters Score -2.180068e+07 nChanged 77742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84601 members 
Mstep: Class 2 contains 77590 members 
Entering Unmasked Estep 
Score: -21846240.000000 Penalty: 5950.278809
	Iteration 1F: 3 clusters Score -2.184624e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87100 members 
Mstep: Class 2 contains 75091 members 
Entering Unmasked Estep 
Score: -21847668.000000 Penalty: 5950.278809
	Iteration 2Q: 3 clusters Score -2.184767e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91076 members 
Mstep: Class 2 contains 71115 members 
Entering Unmasked Estep 
Score: -21850010.000000 Penalty: 5950.278809
	Iteration 3Q: 3 clusters Score -2.185001e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96838 members 
Mstep: Class 2 contains 65353 members 
Entering Unmasked Estep 
Score: -21853622.000000 Penalty: 5950.278809
	Iteration 4F: 3 clusters Score -2.185362e+07 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104599 members 
Mstep: Class 2 contains 57592 members 
Entering Unmasked Estep 
Score: -21858846.000000 Penalty: 5950.278809
	Iteration 5F: 3 clusters Score -2.185885e+07 nChanged 11285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114284 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -21866090.000000 Penalty: 5950.278809
	Iteration 6F: 3 clusters Score -2.186609e+07 nChanged 11941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125279 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -21874620.000000 Penalty: 5950.278809
	Iteration 7F: 3 clusters Score -2.187462e+07 nChanged 11559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136390 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -21884242.000000 Penalty: 5950.278809
	Iteration 8F: 3 clusters Score -2.188424e+07 nChanged 9822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146102 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -21892732.000000 Penalty: 5950.278809
	Iteration 9F: 3 clusters Score -2.189273e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153490 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -21898856.000000 Penalty: 5950.278809
	Iteration 10Q: 3 clusters Score -2.189886e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158158 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -21902004.000000 Penalty: 5950.278809
	Iteration 11Q: 3 clusters Score -2.1902e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160364 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -21903122.000000 Penalty: 5950.278809
	Iteration 12Q: 3 clusters Score -2.190312e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161290 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -21903572.000000 Penalty: 5950.278809
	Iteration 13Q: 3 clusters Score -2.190357e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161632 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -21903700.000000 Penalty: 5950.278809
	Iteration 14Q: 3 clusters Score -2.19037e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161767 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -21903812.000000 Penalty: 5950.278809
	Iteration 15Q: 3 clusters Score -2.190381e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161833 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -21903878.000000 Penalty: 5950.278809
	Iteration 16Q: 3 clusters Score -2.190388e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161862 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -21903902.000000 Penalty: 5950.278809
	Iteration 17Q: 3 clusters Score -2.19039e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161878 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -21903906.000000 Penalty: 5950.278809
	Iteration 18Q: 3 clusters Score -2.190391e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161888 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -21903918.000000 Penalty: 5950.278809
	Iteration 19Q: 3 clusters Score -2.190392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161892 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -21903936.000000 Penalty: 5950.278809
	Iteration 20F: 3 clusters Score -2.190394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161900 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -21903942.000000 Penalty: 5950.278809
	Iteration 21Q: 3 clusters Score -2.190394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161907 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21903952.000000 Penalty: 5950.278809
	Iteration 22Q: 3 clusters Score -2.190395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161913 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21903960.000000 Penalty: 5950.278809
	Iteration 23Q: 3 clusters Score -2.190396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161916 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21903960.000000 Penalty: 5950.278809
	Iteration 24Q: 3 clusters Score -2.190396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161918 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -21903974.000000 Penalty: 5950.278809
	Iteration 25Q: 3 clusters Score -2.190397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161918 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -21903974.000000 Penalty: 5950.278809
	Iteration 26Q: 3 clusters Score -2.190397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161919 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21903978.000000 Penalty: 5950.278809
	Iteration 27Q: 3 clusters Score -2.190398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161920 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21903984.000000 Penalty: 5950.278809
	Iteration 28Q: 3 clusters Score -2.190398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161919 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -21903976.000000 Penalty: 5950.278809
	Iteration 29Q: 3 clusters Score -2.190398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161920 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21903984.000000 Penalty: 5950.278809
	Iteration 30Q: 3 clusters Score -2.190398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161921 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21903984.000000 Penalty: 5950.278809
	Iteration 31Q: 3 clusters Score -2.190398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161922 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21903980.000000 Penalty: 5950.278809
	Iteration 32Q: 3 clusters Score -2.190398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161921 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21903984.000000 Penalty: 5950.278809
	Iteration 33Q: 3 clusters Score -2.190398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161921 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21903984.000000 Penalty: 5950.278809
	Iteration 34F: 3 clusters Score -2.190398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Entering Unmasked Estep 
Score: -30398.228516 Penalty: 1422.669922
	Iteration 0F: 2 clusters Score -30398.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29220.302734 Penalty: 2845.339844
	Iteration 0F: 3 clusters Score -29220.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -29568.689453 Penalty: 2845.339844
	Iteration 1F: 3 clusters Score -29568.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29689.564453 Penalty: 2845.339844
	Iteration 2F: 3 clusters Score -29689.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29758.697266 Penalty: 2845.339844
	Iteration 3Q: 3 clusters Score -29758.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -29829.472656 Penalty: 2845.339844
	Iteration 4Q: 3 clusters Score -29829.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29918.410156 Penalty: 2845.339844
	Iteration 5Q: 3 clusters Score -29918.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30073.806641 Penalty: 2845.339844
	Iteration 6Q: 3 clusters Score -30073.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30100.015625 Penalty: 2845.339844
	Iteration 7Q: 3 clusters Score -30100.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30111.876953 Penalty: 2845.339844
	Iteration 8Q: 3 clusters Score -30111.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30158.257812 Penalty: 2845.339844
	Iteration 9Q: 3 clusters Score -30158.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30223.765625 Penalty: 2845.339844
	Iteration 10Q: 3 clusters Score -30223.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30317.916016 Penalty: 2845.339844
	Iteration 11Q: 3 clusters Score -30317.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30324.085938 Penalty: 2845.339844
	Iteration 12Q: 3 clusters Score -30324.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30325.929688 Penalty: 2845.339844
	Iteration 13Q: 3 clusters Score -30325.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30327.962891 Penalty: 2845.339844
	Iteration 14Q: 3 clusters Score -30327.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30331.697266 Penalty: 2845.339844
	Iteration 15Q: 3 clusters Score -30331.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30344.845703 Penalty: 2845.339844
	Iteration 16Q: 3 clusters Score -30344.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30359.912109 Penalty: 2845.339844
	Iteration 17Q: 3 clusters Score -30359.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30394.320312 Penalty: 2845.339844
	Iteration 18Q: 3 clusters Score -30394.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -30398.441406 Penalty: 2845.339844
	Iteration 19Q: 3 clusters Score -30398.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -30398.441406 Penalty: 2845.339844
	Iteration 20F: 3 clusters Score -30398.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 89606 members 
Mstep: Class 2 contains 49419 members 
Mstep: Class 3 contains 7399 members 
Mstep: Class 4 contains 176105 members 
Mstep: Class 5 contains 162191 members 
Mstep: Class 6 contains 160 members 
Mstep: Class 7 contains 13766 members 
Mstep: Class 8 contains 47689 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37656 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 52709 members 
Mstep: Class 16 contains 29217 members 
Mstep: Class 17 contains 38568 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77085 members 
Mstep: Class 21 contains 58423 members 
Mstep: Class 22 contains 166600 members 
Mstep: Class 23 contains 177291 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185026 members 
Mstep: Class 26 contains 2760 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4177 members 
Mstep: Class 29 contains 150 members 
Entering Unmasked Estep 
Score: -180476512.000000 Penalty: 101680.226562
Splitting cluster 6 changes total score from -180478320.000000 to -180476512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (13766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Entering Unmasked Estep 
Score: -1851258.625000 Penalty: 2363.429199
	Iteration 0F: 2 clusters Score -1851259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1841313.875000 Penalty: 4726.858398
	Iteration 0F: 3 clusters Score -1841314 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1844374.875000 Penalty: 4726.858398
	Iteration 1F: 3 clusters Score -1844375 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1844662.000000 Penalty: 4726.858398
	Iteration 2F: 3 clusters Score -1844662 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1844865.125000 Penalty: 4726.858398
	Iteration 3Q: 3 clusters Score -1844865 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1845078.500000 Penalty: 4726.858398
	Iteration 4Q: 3 clusters Score -1845078 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1845291.250000 Penalty: 4726.858398
	Iteration 5Q: 3 clusters Score -1845291 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1845516.250000 Penalty: 4726.858398
	Iteration 6Q: 3 clusters Score -1845516 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1845759.125000 Penalty: 4726.858398
	Iteration 7Q: 3 clusters Score -1845759 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1846042.625000 Penalty: 4726.858398
	Iteration 8Q: 3 clusters Score -1846043 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1846350.375000 Penalty: 4726.858398
	Iteration 9Q: 3 clusters Score -1846350 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1846652.750000 Penalty: 4726.858398
	Iteration 10Q: 3 clusters Score -1846653 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1846964.625000 Penalty: 4726.858398
	Iteration 11Q: 3 clusters Score -1846965 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1847253.625000 Penalty: 4726.858398
	Iteration 12Q: 3 clusters Score -1847254 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1847549.250000 Penalty: 4726.858398
	Iteration 13Q: 3 clusters Score -1847549 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1847839.000000 Penalty: 4726.858398
	Iteration 14Q: 3 clusters Score -1847839 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1848103.000000 Penalty: 4726.858398
	Iteration 15Q: 3 clusters Score -1848103 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1848334.750000 Penalty: 4726.858398
	Iteration 16Q: 3 clusters Score -1848335 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1848524.875000 Penalty: 4726.858398
	Iteration 17Q: 3 clusters Score -1848525 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1848676.625000 Penalty: 4726.858398
	Iteration 18Q: 3 clusters Score -1848677 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1848782.875000 Penalty: 4726.858398
	Iteration 19Q: 3 clusters Score -1848783 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1848875.625000 Penalty: 4726.858398
	Iteration 20F: 3 clusters Score -1848876 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1848963.250000 Penalty: 4726.858398
	Iteration 21Q: 3 clusters Score -1848963 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1849024.250000 Penalty: 4726.858398
	Iteration 22Q: 3 clusters Score -1849024 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1849080.750000 Penalty: 4726.858398
	Iteration 23Q: 3 clusters Score -1849081 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1849117.500000 Penalty: 4726.858398
	Iteration 24Q: 3 clusters Score -1849118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1849138.875000 Penalty: 4726.858398
	Iteration 25Q: 3 clusters Score -1849139 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1849158.000000 Penalty: 4726.858398
	Iteration 26Q: 3 clusters Score -1849158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1849172.500000 Penalty: 4726.858398
	Iteration 27Q: 3 clusters Score -1849172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1849184.750000 Penalty: 4726.858398
	Iteration 28Q: 3 clusters Score -1849185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1849191.750000 Penalty: 4726.858398
	Iteration 29Q: 3 clusters Score -1849192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -1849204.500000 Penalty: 4726.858398
	Iteration 30Q: 3 clusters Score -1849204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1849211.750000 Penalty: 4726.858398
	Iteration 31Q: 3 clusters Score -1849212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1849216.625000 Penalty: 4726.858398
	Iteration 32Q: 3 clusters Score -1849217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -1849219.750000 Penalty: 4726.858398
	Iteration 33Q: 3 clusters Score -1849220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1849220.000000 Penalty: 4726.858398
	Iteration 34Q: 3 clusters Score -1849220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1849221.375000 Penalty: 4726.858398
	Iteration 35Q: 3 clusters Score -1849221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1849221.375000 Penalty: 4726.858398
	Iteration 36F: 3 clusters Score -1849221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Entering Unmasked Estep 
Score: -6411022.500000 Penalty: 2671.569092
	Iteration 0F: 2 clusters Score -6411022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -6378754.000000 Penalty: 5343.138184
	Iteration 0F: 3 clusters Score -6378754 nChanged 22037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -6390752.500000 Penalty: 5343.138184
	Iteration 1F: 3 clusters Score -6390752 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -6391239.000000 Penalty: 5343.138184
	Iteration 2Q: 3 clusters Score -6391239 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -6391776.000000 Penalty: 5343.138184
	Iteration 3Q: 3 clusters Score -6391776 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -6392515.000000 Penalty: 5343.138184
	Iteration 4Q: 3 clusters Score -6392515 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -6393776.000000 Penalty: 5343.138184
	Iteration 5F: 3 clusters Score -6393776 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -6395942.500000 Penalty: 5343.138184
	Iteration 6F: 3 clusters Score -6395942 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -6399162.500000 Penalty: 5343.138184
	Iteration 7F: 3 clusters Score -6399162 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -6402725.000000 Penalty: 5343.138184
	Iteration 8F: 3 clusters Score -6402725 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -6405503.500000 Penalty: 5343.138184
	Iteration 9F: 3 clusters Score -6405504 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -6407285.500000 Penalty: 5343.138184
	Iteration 10Q: 3 clusters Score -6407286 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -6408358.000000 Penalty: 5343.138184
	Iteration 11Q: 3 clusters Score -6408358 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -6408974.000000 Penalty: 5343.138184
	Iteration 12Q: 3 clusters Score -6408974 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -6409246.000000 Penalty: 5343.138184
	Iteration 13Q: 3 clusters Score -6409246 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -6409406.500000 Penalty: 5343.138184
	Iteration 14Q: 3 clusters Score -6409406 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -6409448.000000 Penalty: 5343.138184
	Iteration 15Q: 3 clusters Score -6409448 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -6409480.500000 Penalty: 5343.138184
	Iteration 16Q: 3 clusters Score -6409480 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6409500.000000 Penalty: 5343.138184
	Iteration 17Q: 3 clusters Score -6409500 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6409516.000000 Penalty: 5343.138184
	Iteration 18Q: 3 clusters Score -6409516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -6409522.000000 Penalty: 5343.138184
	Iteration 19Q: 3 clusters Score -6409522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45778 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -6409524.500000 Penalty: 5343.138184
	Iteration 20F: 3 clusters Score -6409524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6409522.500000 Penalty: 5343.138184
	Iteration 21Q: 3 clusters Score -6409522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -6409537.500000 Penalty: 5343.138184
	Iteration 22Q: 3 clusters Score -6409538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -6409539.500000 Penalty: 5343.138184
	Iteration 23Q: 3 clusters Score -6409540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -6409545.500000 Penalty: 5343.138184
	Iteration 24Q: 3 clusters Score -6409546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6409551.000000 Penalty: 5343.138184
	Iteration 25Q: 3 clusters Score -6409551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -6409563.000000 Penalty: 5343.138184
	Iteration 26Q: 3 clusters Score -6409563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6409565.000000 Penalty: 5343.138184
	Iteration 27Q: 3 clusters Score -6409565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6409566.000000 Penalty: 5343.138184
	Iteration 28Q: 3 clusters Score -6409566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6409562.000000 Penalty: 5343.138184
	Iteration 29Q: 3 clusters Score -6409562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -6409564.000000 Penalty: 5343.138184
	Iteration 30Q: 3 clusters Score -6409564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6409567.500000 Penalty: 5343.138184
	Iteration 31Q: 3 clusters Score -6409568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6409567.500000 Penalty: 5343.138184
	Iteration 32F: 3 clusters Score -6409568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -22802.177734 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -22802.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -21689.564453 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -21689.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -21742.019531 Penalty: 2586.608154
	Iteration 1Q: 3 clusters Score -21742.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -21755.109375 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -21755.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -21755.109375 Penalty: 2586.608154
	Iteration 3F: 3 clusters Score -21755.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -63697.746094 Penalty: 1556.140991
	Iteration 0F: 2 clusters Score -63697.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62136.160156 Penalty: 3112.281982
	Iteration 0F: 3 clusters Score -62136.16 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62360.121094 Penalty: 3112.281982
	Iteration 1F: 3 clusters Score -62360.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62727.847656 Penalty: 3112.281982
	Iteration 2F: 3 clusters Score -62727.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -62797.371094 Penalty: 3112.281982
	Iteration 3Q: 3 clusters Score -62797.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -62841.449219 Penalty: 3112.281982
	Iteration 4Q: 3 clusters Score -62841.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -62851.023438 Penalty: 3112.281982
	Iteration 5Q: 3 clusters Score -62851.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62877.601562 Penalty: 3112.281982
	Iteration 6Q: 3 clusters Score -62877.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -62911.179688 Penalty: 3112.281982
	Iteration 7Q: 3 clusters Score -62911.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -62944.203125 Penalty: 3112.281982
	Iteration 8Q: 3 clusters Score -62944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -63075.050781 Penalty: 3112.281982
	Iteration 9Q: 3 clusters Score -63075.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -63181.433594 Penalty: 3112.281982
	Iteration 10Q: 3 clusters Score -63181.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -63205.343750 Penalty: 3112.281982
	Iteration 11Q: 3 clusters Score -63205.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -63213.441406 Penalty: 3112.281982
	Iteration 12Q: 3 clusters Score -63213.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -63218.687500 Penalty: 3112.281982
	Iteration 13Q: 3 clusters Score -63218.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -63226.527344 Penalty: 3112.281982
	Iteration 14Q: 3 clusters Score -63226.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -63230.578125 Penalty: 3112.281982
	Iteration 15Q: 3 clusters Score -63230.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -63234.937500 Penalty: 3112.281982
	Iteration 16Q: 3 clusters Score -63234.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -63244.804688 Penalty: 3112.281982
	Iteration 17Q: 3 clusters Score -63244.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -63244.804688 Penalty: 3112.281982
	Iteration 18F: 3 clusters Score -63244.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Entering Unmasked Estep 
Score: -5009536.500000 Penalty: 2612.989258
	Iteration 0F: 2 clusters Score -5009536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -4983958.500000 Penalty: 5225.978516
	Iteration 0F: 3 clusters Score -4983958 nChanged 17359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -4993605.500000 Penalty: 5225.978516
	Iteration 1F: 3 clusters Score -4993606 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -4994577.000000 Penalty: 5225.978516
	Iteration 2F: 3 clusters Score -4994577 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -4995930.500000 Penalty: 5225.978516
	Iteration 3F: 3 clusters Score -4995930 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -4997665.500000 Penalty: 5225.978516
	Iteration 4F: 3 clusters Score -4997666 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -4999708.500000 Penalty: 5225.978516
	Iteration 5F: 3 clusters Score -4999708 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -5001978.500000 Penalty: 5225.978516
	Iteration 6F: 3 clusters Score -5001978 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -5004333.000000 Penalty: 5225.978516
	Iteration 7F: 3 clusters Score -5004333 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -5006063.500000 Penalty: 5225.978516
	Iteration 8Q: 3 clusters Score -5006064 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -5006707.500000 Penalty: 5225.978516
	Iteration 9Q: 3 clusters Score -5006708 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -5006926.000000 Penalty: 5225.978516
	Iteration 10Q: 3 clusters Score -5006926 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -5007032.000000 Penalty: 5225.978516
	Iteration 11Q: 3 clusters Score -5007032 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -5007103.000000 Penalty: 5225.978516
	Iteration 12Q: 3 clusters Score -5007103 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -5007189.500000 Penalty: 5225.978516
	Iteration 13Q: 3 clusters Score -5007190 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -5007257.500000 Penalty: 5225.978516
	Iteration 14Q: 3 clusters Score -5007258 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -5007310.500000 Penalty: 5225.978516
	Iteration 15Q: 3 clusters Score -5007310 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -5007360.000000 Penalty: 5225.978516
	Iteration 16Q: 3 clusters Score -5007360 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -5007400.000000 Penalty: 5225.978516
	Iteration 17Q: 3 clusters Score -5007400 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -5007428.500000 Penalty: 5225.978516
	Iteration 18Q: 3 clusters Score -5007428 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -5007462.000000 Penalty: 5225.978516
	Iteration 19Q: 3 clusters Score -5007462 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -5007488.500000 Penalty: 5225.978516
	Iteration 20F: 3 clusters Score -5007488 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -5007530.500000 Penalty: 5225.978516
	Iteration 21Q: 3 clusters Score -5007530 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -5007565.500000 Penalty: 5225.978516
	Iteration 22Q: 3 clusters Score -5007566 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -5007618.500000 Penalty: 5225.978516
	Iteration 23Q: 3 clusters Score -5007618 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -5007649.500000 Penalty: 5225.978516
	Iteration 24Q: 3 clusters Score -5007650 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -5007668.000000 Penalty: 5225.978516
	Iteration 25Q: 3 clusters Score -5007668 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -5007697.000000 Penalty: 5225.978516
	Iteration 26Q: 3 clusters Score -5007697 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -5007718.500000 Penalty: 5225.978516
	Iteration 27Q: 3 clusters Score -5007718 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -5007731.000000 Penalty: 5225.978516
	Iteration 28Q: 3 clusters Score -5007731 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -5007755.000000 Penalty: 5225.978516
	Iteration 29Q: 3 clusters Score -5007755 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -5007762.500000 Penalty: 5225.978516
	Iteration 30Q: 3 clusters Score -5007762 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -5007771.000000 Penalty: 5225.978516
	Iteration 31Q: 3 clusters Score -5007771 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -5007788.000000 Penalty: 5225.978516
	Iteration 32Q: 3 clusters Score -5007788 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -5007802.000000 Penalty: 5225.978516
	Iteration 33Q: 3 clusters Score -5007802 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -5007802.000000 Penalty: 5225.978516
	Iteration 34Q: 3 clusters Score -5007802 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -5007824.500000 Penalty: 5225.978516
	Iteration 35Q: 3 clusters Score -5007824 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -5007838.000000 Penalty: 5225.978516
	Iteration 36Q: 3 clusters Score -5007838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -5007849.000000 Penalty: 5225.978516
	Iteration 37Q: 3 clusters Score -5007849 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -5007867.500000 Penalty: 5225.978516
	Iteration 38Q: 3 clusters Score -5007868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -5007869.000000 Penalty: 5225.978516
	Iteration 39Q: 3 clusters Score -5007869 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -5007882.000000 Penalty: 5225.978516
	Iteration 40F: 3 clusters Score -5007882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -5007880.000000 Penalty: 5225.978516
	Iteration 41Q: 3 clusters Score -5007880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -5007880.000000 Penalty: 5225.978516
	Iteration 42Q: 3 clusters Score -5007880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -5007884.000000 Penalty: 5225.978516
	Iteration 43Q: 3 clusters Score -5007884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -5007896.500000 Penalty: 5225.978516
	Iteration 44Q: 3 clusters Score -5007896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -5007893.500000 Penalty: 5225.978516
	Iteration 45Q: 3 clusters Score -5007894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -5007898.500000 Penalty: 5225.978516
	Iteration 46Q: 3 clusters Score -5007898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -5007898.500000 Penalty: 5225.978516
	Iteration 47Q: 3 clusters Score -5007898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -5007895.000000 Penalty: 5225.978516
	Iteration 48Q: 3 clusters Score -5007895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -5007899.500000 Penalty: 5225.978516
	Iteration 49Q: 3 clusters Score -5007900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -5007895.500000 Penalty: 5225.978516
	Iteration 50Q: 3 clusters Score -5007896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -5007897.500000 Penalty: 5225.978516
	Iteration 51Q: 3 clusters Score -5007898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -5007897.000000 Penalty: 5225.978516
	Iteration 52Q: 3 clusters Score -5007897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -5007895.500000 Penalty: 5225.978516
	Iteration 53Q: 3 clusters Score -5007896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -5007899.000000 Penalty: 5225.978516
	Iteration 54Q: 3 clusters Score -5007899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -5007904.500000 Penalty: 5225.978516
	Iteration 55Q: 3 clusters Score -5007904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -5007903.500000 Penalty: 5225.978516
	Iteration 56Q: 3 clusters Score -5007904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -5007903.500000 Penalty: 5225.978516
	Iteration 57F: 3 clusters Score -5007904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Entering Unmasked Estep 
Score: -69099.664062 Penalty: 1567.104126
	Iteration 0F: 2 clusters Score -69099.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67502.703125 Penalty: 3134.208252
	Iteration 0F: 3 clusters Score -67502.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67657.070312 Penalty: 3134.208252
	Iteration 1F: 3 clusters Score -67657.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -67715.578125 Penalty: 3134.208252
	Iteration 2F: 3 clusters Score -67715.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -67754.085938 Penalty: 3134.208252
	Iteration 3Q: 3 clusters Score -67754.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -67779.898438 Penalty: 3134.208252
	Iteration 4Q: 3 clusters Score -67779.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -67790.046875 Penalty: 3134.208252
	Iteration 5Q: 3 clusters Score -67790.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67801.140625 Penalty: 3134.208252
	Iteration 6Q: 3 clusters Score -67801.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67806.718750 Penalty: 3134.208252
	Iteration 7Q: 3 clusters Score -67806.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67809.046875 Penalty: 3134.208252
	Iteration 8Q: 3 clusters Score -67809.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67809.046875 Penalty: 3134.208252
	Iteration 9F: 3 clusters Score -67809.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -114843.226562 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -114843.2 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 444 members 
Entering Unmasked Estep 
Score: -113007.289062 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -113007.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -113224.062500 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -113224.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -113302.703125 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -113302.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -113337.851562 Penalty: 3365.651611
	Iteration 3Q: 3 clusters Score -113337.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -113351.500000 Penalty: 3365.651611
	Iteration 4Q: 3 clusters Score -113351.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -113354.468750 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -113354.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -113359.203125 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -113359.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -113363.820312 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -113363.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -113370.484375 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -113370.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -113371.453125 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -113371.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -113371.453125 Penalty: 3365.651611
	Iteration 10F: 3 clusters Score -113371.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -123252.906250 Penalty: 1715.099365
	Iteration 0F: 2 clusters Score -123252.9 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 493 members 
Entering Unmasked Estep 
Score: -121327.390625 Penalty: 3430.198730
	Iteration 0F: 3 clusters Score -121327.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -121696.875000 Penalty: 3430.198730
	Iteration 1F: 3 clusters Score -121696.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -122008.054688 Penalty: 3430.198730
	Iteration 2F: 3 clusters Score -122008.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -122362.218750 Penalty: 3430.198730
	Iteration 3F: 3 clusters Score -122362.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -122561.390625 Penalty: 3430.198730
	Iteration 4F: 3 clusters Score -122561.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -122842.679688 Penalty: 3430.198730
	Iteration 5F: 3 clusters Score -122842.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -123368.437500 Penalty: 3430.198730
	Iteration 6Q: 3 clusters Score -123368.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -123494.531250 Penalty: 3430.198730
	Iteration 7Q: 3 clusters Score -123494.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -123559.601562 Penalty: 3430.198730
	Iteration 8Q: 3 clusters Score -123559.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -123605.195312 Penalty: 3430.198730
	Iteration 9Q: 3 clusters Score -123605.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -123642.226562 Penalty: 3430.198730
	Iteration 10Q: 3 clusters Score -123642.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -123681.937500 Penalty: 3430.198730
	Iteration 11Q: 3 clusters Score -123681.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -123711.789062 Penalty: 3430.198730
	Iteration 12Q: 3 clusters Score -123711.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -123748.367188 Penalty: 3430.198730
	Iteration 13Q: 3 clusters Score -123748.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -123775.992188 Penalty: 3430.198730
	Iteration 14Q: 3 clusters Score -123776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -123802.375000 Penalty: 3430.198730
	Iteration 15Q: 3 clusters Score -123802.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -123834.195312 Penalty: 3430.198730
	Iteration 16Q: 3 clusters Score -123834.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -123867.210938 Penalty: 3430.198730
	Iteration 17Q: 3 clusters Score -123867.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -123907.968750 Penalty: 3430.198730
	Iteration 18Q: 3 clusters Score -123908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -123934.453125 Penalty: 3430.198730
	Iteration 19Q: 3 clusters Score -123934.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -123951.070312 Penalty: 3430.198730
	Iteration 20F: 3 clusters Score -123951.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -123967.046875 Penalty: 3430.198730
	Iteration 21Q: 3 clusters Score -123967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -123971.929688 Penalty: 3430.198730
	Iteration 22Q: 3 clusters Score -123971.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -123975.039062 Penalty: 3430.198730
	Iteration 23Q: 3 clusters Score -123975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -123975.039062 Penalty: 3430.198730
	Iteration 24F: 3 clusters Score -123975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 89606 members 
Mstep: Class 2 contains 49419 members 
Mstep: Class 3 contains 7399 members 
Mstep: Class 4 contains 176105 members 
Mstep: Class 5 contains 162191 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 13766 members 
Mstep: Class 8 contains 47689 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37656 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 15 contains 52709 members 
Mstep: Class 16 contains 29217 members 
Mstep: Class 17 contains 38568 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77085 members 
Mstep: Class 21 contains 58423 members 
Mstep: Class 22 contains 166600 members 
Mstep: Class 23 contains 177291 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185026 members 
Mstep: Class 26 contains 2760 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4177 members 
Mstep: Class 29 contains 548 members 
Entering Unmasked Estep 
Score: -180477312.000000 Penalty: 101680.226562
Splitting cluster 14 changes total score from -180478320.000000 to -180477312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (52709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Entering Unmasked Estep 
Score: -7000966.000000 Penalty: 2696.390381
	Iteration 0F: 2 clusters Score -7000966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -6965402.500000 Penalty: 5392.780762
	Iteration 0F: 3 clusters Score -6965402 nChanged 24426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -6978876.500000 Penalty: 5392.780762
	Iteration 1F: 3 clusters Score -6978876 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -6979333.000000 Penalty: 5392.780762
	Iteration 2Q: 3 clusters Score -6979333 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -6979735.000000 Penalty: 5392.780762
	Iteration 3Q: 3 clusters Score -6979735 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -6980204.500000 Penalty: 5392.780762
	Iteration 4Q: 3 clusters Score -6980204 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -6980796.000000 Penalty: 5392.780762
	Iteration 5Q: 3 clusters Score -6980796 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -6981578.500000 Penalty: 5392.780762
	Iteration 6Q: 3 clusters Score -6981578 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -6982779.000000 Penalty: 5392.780762
	Iteration 7Q: 3 clusters Score -6982779 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -6984746.000000 Penalty: 5392.780762
	Iteration 8F: 3 clusters Score -6984746 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -6987774.000000 Penalty: 5392.780762
	Iteration 9F: 3 clusters Score -6987774 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -6991421.500000 Penalty: 5392.780762
	Iteration 10F: 3 clusters Score -6991422 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -6994720.000000 Penalty: 5392.780762
	Iteration 11F: 3 clusters Score -6994720 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -6996828.500000 Penalty: 5392.780762
	Iteration 12Q: 3 clusters Score -6996828 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -6997806.500000 Penalty: 5392.780762
	Iteration 13Q: 3 clusters Score -6997806 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -6998213.500000 Penalty: 5392.780762
	Iteration 14Q: 3 clusters Score -6998214 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -6998398.500000 Penalty: 5392.780762
	Iteration 15Q: 3 clusters Score -6998398 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -6998508.000000 Penalty: 5392.780762
	Iteration 16Q: 3 clusters Score -6998508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -6998579.500000 Penalty: 5392.780762
	Iteration 17Q: 3 clusters Score -6998580 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 52246 members 
Entering Unmasked Estep 
Score: -6998635.500000 Penalty: 5392.780762
	Iteration 18Q: 3 clusters Score -6998636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 52260 members 
Entering Unmasked Estep 
Score: -6998684.500000 Penalty: 5392.780762
	Iteration 19Q: 3 clusters Score -6998684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -6998718.000000 Penalty: 5392.780762
	Iteration 20F: 3 clusters Score -6998718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 52276 members 
Entering Unmasked Estep 
Score: -6998747.500000 Penalty: 5392.780762
	Iteration 21Q: 3 clusters Score -6998748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 52278 members 
Entering Unmasked Estep 
Score: -6998761.500000 Penalty: 5392.780762
	Iteration 22Q: 3 clusters Score -6998762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 52280 members 
Entering Unmasked Estep 
Score: -6998778.000000 Penalty: 5392.780762
	Iteration 23Q: 3 clusters Score -6998778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 52278 members 
Entering Unmasked Estep 
Score: -6998785.500000 Penalty: 5392.780762
	Iteration 24Q: 3 clusters Score -6998786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 52280 members 
Entering Unmasked Estep 
Score: -6998790.500000 Penalty: 5392.780762
	Iteration 25Q: 3 clusters Score -6998790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 52280 members 
Entering Unmasked Estep 
Score: -6998796.000000 Penalty: 5392.780762
	Iteration 26Q: 3 clusters Score -6998796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -6998800.500000 Penalty: 5392.780762
	Iteration 27Q: 3 clusters Score -6998800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -6998807.000000 Penalty: 5392.780762
	Iteration 28Q: 3 clusters Score -6998807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -6998810.500000 Penalty: 5392.780762
	Iteration 29Q: 3 clusters Score -6998810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -6998812.000000 Penalty: 5392.780762
	Iteration 30Q: 3 clusters Score -6998812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -6998815.500000 Penalty: 5392.780762
	Iteration 31Q: 3 clusters Score -6998816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -6998816.000000 Penalty: 5392.780762
	Iteration 32Q: 3 clusters Score -6998816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -6998820.500000 Penalty: 5392.780762
	Iteration 33Q: 3 clusters Score -6998820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -6998818.500000 Penalty: 5392.780762
	Iteration 34Q: 3 clusters Score -6998818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 52268 members 
Entering Unmasked Estep 
Score: -6998823.000000 Penalty: 5392.780762
	Iteration 35Q: 3 clusters Score -6998823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -6998823.500000 Penalty: 5392.780762
	Iteration 36Q: 3 clusters Score -6998824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -6998822.500000 Penalty: 5392.780762
	Iteration 37Q: 3 clusters Score -6998822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 52264 members 
Entering Unmasked Estep 
Score: -6998821.000000 Penalty: 5392.780762
	Iteration 38Q: 3 clusters Score -6998821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -6998826.000000 Penalty: 5392.780762
	Iteration 39Q: 3 clusters Score -6998826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -6998825.500000 Penalty: 5392.780762
	Iteration 40F: 3 clusters Score -6998826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -6998823.500000 Penalty: 5392.780762
	Iteration 41Q: 3 clusters Score -6998824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -6998828.000000 Penalty: 5392.780762
	Iteration 42Q: 3 clusters Score -6998828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -6998838.500000 Penalty: 5392.780762
	Iteration 43Q: 3 clusters Score -6998838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -6998838.500000 Penalty: 5392.780762
	Iteration 44F: 3 clusters Score -6998838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Entering Unmasked Estep 
Score: -3894091.250000 Penalty: 2550.061523
	Iteration 0F: 2 clusters Score -3894091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -3873975.750000 Penalty: 5100.123047
	Iteration 0F: 3 clusters Score -3873976 nChanged 13222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -3881213.000000 Penalty: 5100.123047
	Iteration 1F: 3 clusters Score -3881213 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -3881610.750000 Penalty: 5100.123047
	Iteration 2Q: 3 clusters Score -3881611 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -3882015.750000 Penalty: 5100.123047
	Iteration 3Q: 3 clusters Score -3882016 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -3882466.750000 Penalty: 5100.123047
	Iteration 4Q: 3 clusters Score -3882467 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -3883139.250000 Penalty: 5100.123047
	Iteration 5Q: 3 clusters Score -3883139 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -3884078.500000 Penalty: 5100.123047
	Iteration 6F: 3 clusters Score -3884078 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -3885500.750000 Penalty: 5100.123047
	Iteration 7F: 3 clusters Score -3885501 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -3887148.000000 Penalty: 5100.123047
	Iteration 8F: 3 clusters Score -3887148 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -3888859.500000 Penalty: 5100.123047
	Iteration 9F: 3 clusters Score -3888860 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -3890172.250000 Penalty: 5100.123047
	Iteration 10Q: 3 clusters Score -3890172 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -3890949.000000 Penalty: 5100.123047
	Iteration 11Q: 3 clusters Score -3890949 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -3891349.750000 Penalty: 5100.123047
	Iteration 12Q: 3 clusters Score -3891350 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -3891573.750000 Penalty: 5100.123047
	Iteration 13Q: 3 clusters Score -3891574 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -3891686.250000 Penalty: 5100.123047
	Iteration 14Q: 3 clusters Score -3891686 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -3891744.000000 Penalty: 5100.123047
	Iteration 15Q: 3 clusters Score -3891744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -3891796.750000 Penalty: 5100.123047
	Iteration 16Q: 3 clusters Score -3891797 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -3891836.500000 Penalty: 5100.123047
	Iteration 17Q: 3 clusters Score -3891836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -3891855.750000 Penalty: 5100.123047
	Iteration 18Q: 3 clusters Score -3891856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -3891875.000000 Penalty: 5100.123047
	Iteration 19Q: 3 clusters Score -3891875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -3891882.500000 Penalty: 5100.123047
	Iteration 20F: 3 clusters Score -3891882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -3891885.750000 Penalty: 5100.123047
	Iteration 21Q: 3 clusters Score -3891886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -3891885.750000 Penalty: 5100.123047
	Iteration 22F: 3 clusters Score -3891886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Entering Unmasked Estep 
Score: -5150340.500000 Penalty: 2618.924072
	Iteration 0F: 2 clusters Score -5150340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -5124248.000000 Penalty: 5237.848145
	Iteration 0F: 3 clusters Score -5124248 nChanged 17527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -5133827.500000 Penalty: 5237.848145
	Iteration 1F: 3 clusters Score -5133828 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -5134597.000000 Penalty: 5237.848145
	Iteration 2Q: 3 clusters Score -5134597 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -5135580.500000 Penalty: 5237.848145
	Iteration 3F: 3 clusters Score -5135580 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -5136954.000000 Penalty: 5237.848145
	Iteration 4F: 3 clusters Score -5136954 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -5138844.500000 Penalty: 5237.848145
	Iteration 5F: 3 clusters Score -5138844 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -5141067.000000 Penalty: 5237.848145
	Iteration 6F: 3 clusters Score -5141067 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -5143427.500000 Penalty: 5237.848145
	Iteration 7F: 3 clusters Score -5143428 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -5145350.500000 Penalty: 5237.848145
	Iteration 8F: 3 clusters Score -5145350 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -5146514.000000 Penalty: 5237.848145
	Iteration 9Q: 3 clusters Score -5146514 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -5147096.000000 Penalty: 5237.848145
	Iteration 10Q: 3 clusters Score -5147096 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -5147389.000000 Penalty: 5237.848145
	Iteration 11Q: 3 clusters Score -5147389 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -5147591.000000 Penalty: 5237.848145
	Iteration 12Q: 3 clusters Score -5147591 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -5147742.000000 Penalty: 5237.848145
	Iteration 13Q: 3 clusters Score -5147742 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -5147899.000000 Penalty: 5237.848145
	Iteration 14Q: 3 clusters Score -5147899 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -5147971.000000 Penalty: 5237.848145
	Iteration 15Q: 3 clusters Score -5147971 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -5148056.000000 Penalty: 5237.848145
	Iteration 16Q: 3 clusters Score -5148056 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -5148083.000000 Penalty: 5237.848145
	Iteration 17Q: 3 clusters Score -5148083 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -5148116.500000 Penalty: 5237.848145
	Iteration 18Q: 3 clusters Score -5148116 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -5148151.000000 Penalty: 5237.848145
	Iteration 19Q: 3 clusters Score -5148151 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -5148168.000000 Penalty: 5237.848145
	Iteration 20F: 3 clusters Score -5148168 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -5148201.000000 Penalty: 5237.848145
	Iteration 21Q: 3 clusters Score -5148201 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -5148221.500000 Penalty: 5237.848145
	Iteration 22Q: 3 clusters Score -5148222 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -5148238.000000 Penalty: 5237.848145
	Iteration 23Q: 3 clusters Score -5148238 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -5148274.500000 Penalty: 5237.848145
	Iteration 24Q: 3 clusters Score -5148274 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -5148279.000000 Penalty: 5237.848145
	Iteration 25Q: 3 clusters Score -5148279 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -5148310.000000 Penalty: 5237.848145
	Iteration 26Q: 3 clusters Score -5148310 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -5148323.500000 Penalty: 5237.848145
	Iteration 27Q: 3 clusters Score -5148324 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -5148341.000000 Penalty: 5237.848145
	Iteration 28Q: 3 clusters Score -5148341 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -5148369.500000 Penalty: 5237.848145
	Iteration 29Q: 3 clusters Score -5148370 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -5148396.500000 Penalty: 5237.848145
	Iteration 30Q: 3 clusters Score -5148396 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -5148386.000000 Penalty: 5237.848145
	Iteration 31Q: 3 clusters Score -5148386 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -5148403.000000 Penalty: 5237.848145
	Iteration 32Q: 3 clusters Score -5148403 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -5148413.500000 Penalty: 5237.848145
	Iteration 33Q: 3 clusters Score -5148414 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -5148426.500000 Penalty: 5237.848145
	Iteration 34Q: 3 clusters Score -5148426 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -5148438.000000 Penalty: 5237.848145
	Iteration 35Q: 3 clusters Score -5148438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -5148429.500000 Penalty: 5237.848145
	Iteration 36Q: 3 clusters Score -5148430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -5148433.500000 Penalty: 5237.848145
	Iteration 37Q: 3 clusters Score -5148434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -5148438.000000 Penalty: 5237.848145
	Iteration 38Q: 3 clusters Score -5148438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -5148444.500000 Penalty: 5237.848145
	Iteration 39Q: 3 clusters Score -5148444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -5148451.500000 Penalty: 5237.848145
	Iteration 40F: 3 clusters Score -5148452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -5148462.000000 Penalty: 5237.848145
	Iteration 41Q: 3 clusters Score -5148462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -5148463.500000 Penalty: 5237.848145
	Iteration 42Q: 3 clusters Score -5148464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -5148452.500000 Penalty: 5237.848145
	Iteration 43Q: 3 clusters Score -5148452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -5148455.000000 Penalty: 5237.848145
	Iteration 44Q: 3 clusters Score -5148455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -5148454.500000 Penalty: 5237.848145
	Iteration 45Q: 3 clusters Score -5148454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -5148454.000000 Penalty: 5237.848145
	Iteration 46Q: 3 clusters Score -5148454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -5148457.500000 Penalty: 5237.848145
	Iteration 47Q: 3 clusters Score -5148458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -5148455.000000 Penalty: 5237.848145
	Iteration 48Q: 3 clusters Score -5148455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -5148460.500000 Penalty: 5237.848145
	Iteration 49Q: 3 clusters Score -5148460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -5148472.500000 Penalty: 5237.848145
	Iteration 50Q: 3 clusters Score -5148472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -5148474.000000 Penalty: 5237.848145
	Iteration 51Q: 3 clusters Score -5148474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5148480.500000 Penalty: 5237.848145
	Iteration 52Q: 3 clusters Score -5148480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -5148478.000000 Penalty: 5237.848145
	Iteration 53Q: 3 clusters Score -5148478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5148475.000000 Penalty: 5237.848145
	Iteration 54Q: 3 clusters Score -5148475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -5148469.000000 Penalty: 5237.848145
	Iteration 55Q: 3 clusters Score -5148469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -5148461.000000 Penalty: 5237.848145
	Iteration 56Q: 3 clusters Score -5148461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5148474.000000 Penalty: 5237.848145
	Iteration 57Q: 3 clusters Score -5148474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -5148482.000000 Penalty: 5237.848145
	Iteration 58Q: 3 clusters Score -5148482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -5148478.500000 Penalty: 5237.848145
	Iteration 59Q: 3 clusters Score -5148478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -5148483.000000 Penalty: 5237.848145
	Iteration 60F: 3 clusters Score -5148483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -5148481.000000 Penalty: 5237.848145
	Iteration 61Q: 3 clusters Score -5148481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -5148485.000000 Penalty: 5237.848145
	Iteration 62Q: 3 clusters Score -5148485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -5148486.000000 Penalty: 5237.848145
	Iteration 63Q: 3 clusters Score -5148486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -5148488.500000 Penalty: 5237.848145
	Iteration 64Q: 3 clusters Score -5148488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -5148490.500000 Penalty: 5237.848145
	Iteration 65Q: 3 clusters Score -5148490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -5148485.500000 Penalty: 5237.848145
	Iteration 66Q: 3 clusters Score -5148486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -5148484.000000 Penalty: 5237.848145
	Iteration 67Q: 3 clusters Score -5148484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -5148488.000000 Penalty: 5237.848145
	Iteration 68Q: 3 clusters Score -5148488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -5148491.500000 Penalty: 5237.848145
	Iteration 69Q: 3 clusters Score -5148492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -5148495.500000 Penalty: 5237.848145
	Iteration 70Q: 3 clusters Score -5148496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -5148490.500000 Penalty: 5237.848145
	Iteration 71Q: 3 clusters Score -5148490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -5148493.500000 Penalty: 5237.848145
	Iteration 72Q: 3 clusters Score -5148494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5148485.500000 Penalty: 5237.848145
	Iteration 73Q: 3 clusters Score -5148486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -5148486.000000 Penalty: 5237.848145
	Iteration 74Q: 3 clusters Score -5148486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -5148483.500000 Penalty: 5237.848145
	Iteration 75Q: 3 clusters Score -5148484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5148485.500000 Penalty: 5237.848145
	Iteration 76Q: 3 clusters Score -5148486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -5148491.500000 Penalty: 5237.848145
	Iteration 77Q: 3 clusters Score -5148492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -5148492.500000 Penalty: 5237.848145
	Iteration 78Q: 3 clusters Score -5148492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -5148491.000000 Penalty: 5237.848145
	Iteration 79Q: 3 clusters Score -5148491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -5148492.000000 Penalty: 5237.848145
	Iteration 80F: 3 clusters Score -5148492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -5148493.000000 Penalty: 5237.848145
	Iteration 81Q: 3 clusters Score -5148493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -5148495.000000 Penalty: 5237.848145
	Iteration 82Q: 3 clusters Score -5148495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -5148490.000000 Penalty: 5237.848145
	Iteration 83Q: 3 clusters Score -5148490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -5148498.000000 Penalty: 5237.848145
	Iteration 84Q: 3 clusters Score -5148498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -5148491.500000 Penalty: 5237.848145
	Iteration 85Q: 3 clusters Score -5148492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -5148497.000000 Penalty: 5237.848145
	Iteration 86Q: 3 clusters Score -5148497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5148502.000000 Penalty: 5237.848145
	Iteration 87Q: 3 clusters Score -5148502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -5148496.500000 Penalty: 5237.848145
	Iteration 88Q: 3 clusters Score -5148496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -5148500.500000 Penalty: 5237.848145
	Iteration 89Q: 3 clusters Score -5148500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5148497.000000 Penalty: 5237.848145
	Iteration 90Q: 3 clusters Score -5148497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5148506.500000 Penalty: 5237.848145
	Iteration 91Q: 3 clusters Score -5148506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -5148501.500000 Penalty: 5237.848145
	Iteration 92Q: 3 clusters Score -5148502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5148507.000000 Penalty: 5237.848145
	Iteration 93Q: 3 clusters Score -5148507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -5148495.500000 Penalty: 5237.848145
	Iteration 94Q: 3 clusters Score -5148496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5148498.000000 Penalty: 5237.848145
	Iteration 95Q: 3 clusters Score -5148498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -5148506.000000 Penalty: 5237.848145
	Iteration 96Q: 3 clusters Score -5148506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -5148500.000000 Penalty: 5237.848145
	Iteration 97Q: 3 clusters Score -5148500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -5148503.000000 Penalty: 5237.848145
	Iteration 98Q: 3 clusters Score -5148503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5148500.500000 Penalty: 5237.848145
	Iteration 99Q: 3 clusters Score -5148500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -5148499.000000 Penalty: 5237.848145
	Iteration 100F: 3 clusters Score -5148499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -5148497.000000 Penalty: 5237.848145
	Iteration 101Q: 3 clusters Score -5148497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -5148503.000000 Penalty: 5237.848145
	Iteration 102Q: 3 clusters Score -5148503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -5148503.000000 Penalty: 5237.848145
	Iteration 103F: 3 clusters Score -5148503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -64386.003906 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -64386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62838.058594 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -62838.06 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63002.484375 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -63002.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63055.347656 Penalty: 3092.267822
	Iteration 2Q: 3 clusters Score -63055.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63067.929688 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -63067.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63076.007812 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -63076.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63077.722656 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -63077.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63080.070312 Penalty: 3092.267822
	Iteration 6Q: 3 clusters Score -63080.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63080.070312 Penalty: 3092.267822
	Iteration 7F: 3 clusters Score -63080.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Entering Unmasked Estep 
Score: -41348.089844 Penalty: 1450.632568
	Iteration 0F: 2 clusters Score -41348.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39962.660156 Penalty: 2901.265137
	Iteration 0F: 3 clusters Score -39962.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40096.855469 Penalty: 2901.265137
	Iteration 1F: 3 clusters Score -40096.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -40171.429688 Penalty: 2901.265137
	Iteration 2F: 3 clusters Score -40171.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -40184.785156 Penalty: 2901.265137
	Iteration 3Q: 3 clusters Score -40184.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -40187.746094 Penalty: 2901.265137
	Iteration 4Q: 3 clusters Score -40187.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40194.902344 Penalty: 2901.265137
	Iteration 5Q: 3 clusters Score -40194.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40199.187500 Penalty: 2901.265137
	Iteration 6Q: 3 clusters Score -40199.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -40199.187500 Penalty: 2901.265137
	Iteration 7F: 3 clusters Score -40199.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (77085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77085 members 
Entering Unmasked Estep 
Score: -10382983.000000 Penalty: 2790.660645
	Iteration 0F: 2 clusters Score -1.038298e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -10331298.000000 Penalty: 5581.321289
	Iteration 0F: 3 clusters Score -1.03313e+07 nChanged 36331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -10352659.000000 Penalty: 5581.321289
	Iteration 1F: 3 clusters Score -1.035266e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -10354214.000000 Penalty: 5581.321289
	Iteration 2Q: 3 clusters Score -1.035421e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -10356635.000000 Penalty: 5581.321289
	Iteration 3F: 3 clusters Score -1.035664e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -10360235.000000 Penalty: 5581.321289
	Iteration 4F: 3 clusters Score -1.036024e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -10365059.000000 Penalty: 5581.321289
	Iteration 5F: 3 clusters Score -1.036506e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -10369446.000000 Penalty: 5581.321289
	Iteration 6F: 3 clusters Score -1.036945e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -10372723.000000 Penalty: 5581.321289
	Iteration 7F: 3 clusters Score -1.037272e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -10374667.000000 Penalty: 5581.321289
	Iteration 8Q: 3 clusters Score -1.037467e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -10375647.000000 Penalty: 5581.321289
	Iteration 9Q: 3 clusters Score -1.037565e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -10376157.000000 Penalty: 5581.321289
	Iteration 10Q: 3 clusters Score -1.037616e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -10376539.000000 Penalty: 5581.321289
	Iteration 11Q: 3 clusters Score -1.037654e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -10376786.000000 Penalty: 5581.321289
	Iteration 12Q: 3 clusters Score -1.037679e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -10377023.000000 Penalty: 5581.321289
	Iteration 13Q: 3 clusters Score -1.037702e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56379 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -10377259.000000 Penalty: 5581.321289
	Iteration 14Q: 3 clusters Score -1.037726e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57283 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -10377515.000000 Penalty: 5581.321289
	Iteration 15Q: 3 clusters Score -1.037752e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58139 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -10377708.000000 Penalty: 5581.321289
	Iteration 16Q: 3 clusters Score -1.037771e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -10377880.000000 Penalty: 5581.321289
	Iteration 17Q: 3 clusters Score -1.037788e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59834 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -10378057.000000 Penalty: 5581.321289
	Iteration 18Q: 3 clusters Score -1.037806e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60683 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -10378303.000000 Penalty: 5581.321289
	Iteration 19Q: 3 clusters Score -1.03783e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61485 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -10378498.000000 Penalty: 5581.321289
	Iteration 20F: 3 clusters Score -1.03785e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62239 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -10378653.000000 Penalty: 5581.321289
	Iteration 21Q: 3 clusters Score -1.037865e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62940 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -10378855.000000 Penalty: 5581.321289
	Iteration 22Q: 3 clusters Score -1.037886e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63663 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -10379010.000000 Penalty: 5581.321289
	Iteration 23Q: 3 clusters Score -1.037901e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64343 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -10379124.000000 Penalty: 5581.321289
	Iteration 24Q: 3 clusters Score -1.037912e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65031 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -10379271.000000 Penalty: 5581.321289
	Iteration 25Q: 3 clusters Score -1.037927e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65662 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -10379405.000000 Penalty: 5581.321289
	Iteration 26Q: 3 clusters Score -1.03794e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66204 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -10379520.000000 Penalty: 5581.321289
	Iteration 27Q: 3 clusters Score -1.037952e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66714 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -10379616.000000 Penalty: 5581.321289
	Iteration 28Q: 3 clusters Score -1.037962e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67224 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -10379787.000000 Penalty: 5581.321289
	Iteration 29Q: 3 clusters Score -1.037979e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67715 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -10379899.000000 Penalty: 5581.321289
	Iteration 30Q: 3 clusters Score -1.03799e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68165 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -10380043.000000 Penalty: 5581.321289
	Iteration 31Q: 3 clusters Score -1.038004e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68631 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -10380140.000000 Penalty: 5581.321289
	Iteration 32Q: 3 clusters Score -1.038014e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69101 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -10380199.000000 Penalty: 5581.321289
	Iteration 33Q: 3 clusters Score -1.03802e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69546 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -10380296.000000 Penalty: 5581.321289
	Iteration 34Q: 3 clusters Score -1.03803e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69982 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -10380452.000000 Penalty: 5581.321289
	Iteration 35Q: 3 clusters Score -1.038045e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70405 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -10380548.000000 Penalty: 5581.321289
	Iteration 36Q: 3 clusters Score -1.038055e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70809 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -10380634.000000 Penalty: 5581.321289
	Iteration 37Q: 3 clusters Score -1.038063e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71142 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -10380728.000000 Penalty: 5581.321289
	Iteration 38Q: 3 clusters Score -1.038073e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71431 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -10380824.000000 Penalty: 5581.321289
	Iteration 39Q: 3 clusters Score -1.038082e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71737 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -10380865.000000 Penalty: 5581.321289
	Iteration 40F: 3 clusters Score -1.038086e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72025 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -10380924.000000 Penalty: 5581.321289
	Iteration 41Q: 3 clusters Score -1.038092e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72294 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -10380998.000000 Penalty: 5581.321289
	Iteration 42Q: 3 clusters Score -1.0381e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72547 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -10381070.000000 Penalty: 5581.321289
	Iteration 43Q: 3 clusters Score -1.038107e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72764 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -10381069.000000 Penalty: 5581.321289
	Iteration 44Q: 3 clusters Score -1.038107e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72941 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -10381086.000000 Penalty: 5581.321289
	Iteration 45Q: 3 clusters Score -1.038109e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73132 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -10381137.000000 Penalty: 5581.321289
	Iteration 46Q: 3 clusters Score -1.038114e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73295 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -10381200.000000 Penalty: 5581.321289
	Iteration 47Q: 3 clusters Score -1.03812e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73435 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -10381246.000000 Penalty: 5581.321289
	Iteration 48Q: 3 clusters Score -1.038125e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73560 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -10381271.000000 Penalty: 5581.321289
	Iteration 49Q: 3 clusters Score -1.038127e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73685 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -10381266.000000 Penalty: 5581.321289
	Iteration 50Q: 3 clusters Score -1.038127e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73792 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -10381259.000000 Penalty: 5581.321289
	Iteration 51Q: 3 clusters Score -1.038126e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73879 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -10381304.000000 Penalty: 5581.321289
	Iteration 52Q: 3 clusters Score -1.03813e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73960 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -10381304.000000 Penalty: 5581.321289
	Iteration 53Q: 3 clusters Score -1.03813e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74036 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -10381307.000000 Penalty: 5581.321289
	Iteration 54Q: 3 clusters Score -1.038131e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74097 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -10381327.000000 Penalty: 5581.321289
	Iteration 55Q: 3 clusters Score -1.038133e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74156 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -10381333.000000 Penalty: 5581.321289
	Iteration 56Q: 3 clusters Score -1.038133e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74210 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -10381362.000000 Penalty: 5581.321289
	Iteration 57Q: 3 clusters Score -1.038136e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74258 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -10381344.000000 Penalty: 5581.321289
	Iteration 58Q: 3 clusters Score -1.038134e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74304 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -10381352.000000 Penalty: 5581.321289
	Iteration 59Q: 3 clusters Score -1.038135e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74348 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -10381354.000000 Penalty: 5581.321289
	Iteration 60F: 3 clusters Score -1.038135e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74386 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -10381377.000000 Penalty: 5581.321289
	Iteration 61Q: 3 clusters Score -1.038138e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74421 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -10381375.000000 Penalty: 5581.321289
	Iteration 62Q: 3 clusters Score -1.038138e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74448 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -10381374.000000 Penalty: 5581.321289
	Iteration 63Q: 3 clusters Score -1.038137e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74477 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -10381387.000000 Penalty: 5581.321289
	Iteration 64Q: 3 clusters Score -1.038139e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74504 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -10381391.000000 Penalty: 5581.321289
	Iteration 65Q: 3 clusters Score -1.038139e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74527 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -10381373.000000 Penalty: 5581.321289
	Iteration 66Q: 3 clusters Score -1.038137e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74540 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -10381379.000000 Penalty: 5581.321289
	Iteration 67Q: 3 clusters Score -1.038138e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74556 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -10381386.000000 Penalty: 5581.321289
	Iteration 68Q: 3 clusters Score -1.038139e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74572 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -10381384.000000 Penalty: 5581.321289
	Iteration 69Q: 3 clusters Score -1.038138e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74587 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -10381388.000000 Penalty: 5581.321289
	Iteration 70Q: 3 clusters Score -1.038139e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74604 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -10381402.000000 Penalty: 5581.321289
	Iteration 71Q: 3 clusters Score -1.03814e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74621 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -10381399.000000 Penalty: 5581.321289
	Iteration 72Q: 3 clusters Score -1.03814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74636 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -10381395.000000 Penalty: 5581.321289
	Iteration 73Q: 3 clusters Score -1.03814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74645 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -10381387.000000 Penalty: 5581.321289
	Iteration 74Q: 3 clusters Score -1.038139e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74655 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -10381399.000000 Penalty: 5581.321289
	Iteration 75Q: 3 clusters Score -1.03814e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74666 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -10381409.000000 Penalty: 5581.321289
	Iteration 76Q: 3 clusters Score -1.038141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74675 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -10381403.000000 Penalty: 5581.321289
	Iteration 77Q: 3 clusters Score -1.03814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74684 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -10381412.000000 Penalty: 5581.321289
	Iteration 78Q: 3 clusters Score -1.038141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74694 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -10381423.000000 Penalty: 5581.321289
	Iteration 79Q: 3 clusters Score -1.038142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74705 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -10381428.000000 Penalty: 5581.321289
	Iteration 80F: 3 clusters Score -1.038143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74714 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -10381420.000000 Penalty: 5581.321289
	Iteration 81Q: 3 clusters Score -1.038142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74723 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -10381414.000000 Penalty: 5581.321289
	Iteration 82Q: 3 clusters Score -1.038141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74729 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -10381419.000000 Penalty: 5581.321289
	Iteration 83Q: 3 clusters Score -1.038142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74734 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -10381421.000000 Penalty: 5581.321289
	Iteration 84Q: 3 clusters Score -1.038142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74737 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -10381414.000000 Penalty: 5581.321289
	Iteration 85Q: 3 clusters Score -1.038141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74738 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -10381415.000000 Penalty: 5581.321289
	Iteration 86Q: 3 clusters Score -1.038142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74738 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -10381415.000000 Penalty: 5581.321289
	Iteration 87F: 3 clusters Score -1.038142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (58423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58423 members 
Entering Unmasked Estep 
Score: -7869488.500000 Penalty: 2721.915283
	Iteration 0F: 2 clusters Score -7869488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -7830217.000000 Penalty: 5443.830566
	Iteration 0F: 3 clusters Score -7830217 nChanged 27246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -7845348.000000 Penalty: 5443.830566
	Iteration 1F: 3 clusters Score -7845348 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -7846172.500000 Penalty: 5443.830566
	Iteration 2Q: 3 clusters Score -7846172 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -7847226.000000 Penalty: 5443.830566
	Iteration 3Q: 3 clusters Score -7847226 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -7848663.500000 Penalty: 5443.830566
	Iteration 4F: 3 clusters Score -7848664 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -7851072.000000 Penalty: 5443.830566
	Iteration 5F: 3 clusters Score -7851072 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -7854690.500000 Penalty: 5443.830566
	Iteration 6F: 3 clusters Score -7854690 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -7859378.000000 Penalty: 5443.830566
	Iteration 7F: 3 clusters Score -7859378 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -7863292.000000 Penalty: 5443.830566
	Iteration 8F: 3 clusters Score -7863292 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -7865235.000000 Penalty: 5443.830566
	Iteration 9Q: 3 clusters Score -7865235 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -7865878.500000 Penalty: 5443.830566
	Iteration 10Q: 3 clusters Score -7865878 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -7866212.500000 Penalty: 5443.830566
	Iteration 11Q: 3 clusters Score -7866212 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -7866422.000000 Penalty: 5443.830566
	Iteration 12Q: 3 clusters Score -7866422 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -7866569.500000 Penalty: 5443.830566
	Iteration 13Q: 3 clusters Score -7866570 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -7866721.000000 Penalty: 5443.830566
	Iteration 14Q: 3 clusters Score -7866721 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
Score: -7866808.000000 Penalty: 5443.830566
	Iteration 15Q: 3 clusters Score -7866808 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -7866871.000000 Penalty: 5443.830566
	Iteration 16Q: 3 clusters Score -7866871 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -7866932.500000 Penalty: 5443.830566
	Iteration 17Q: 3 clusters Score -7866932 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -7867006.500000 Penalty: 5443.830566
	Iteration 18Q: 3 clusters Score -7867006 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -7867080.000000 Penalty: 5443.830566
	Iteration 19Q: 3 clusters Score -7867080 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 53159 members 
Entering Unmasked Estep 
Score: -7867098.500000 Penalty: 5443.830566
	Iteration 20F: 3 clusters Score -7867098 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 53375 members 
Entering Unmasked Estep 
Score: -7867159.500000 Penalty: 5443.830566
	Iteration 21Q: 3 clusters Score -7867160 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 53588 members 
Entering Unmasked Estep 
Score: -7867224.500000 Penalty: 5443.830566
	Iteration 22Q: 3 clusters Score -7867224 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 53785 members 
Entering Unmasked Estep 
Score: -7867264.000000 Penalty: 5443.830566
	Iteration 23Q: 3 clusters Score -7867264 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 53980 members 
Entering Unmasked Estep 
Score: -7867329.500000 Penalty: 5443.830566
	Iteration 24Q: 3 clusters Score -7867330 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 54167 members 
Entering Unmasked Estep 
Score: -7867362.500000 Penalty: 5443.830566
	Iteration 25Q: 3 clusters Score -7867362 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 54341 members 
Entering Unmasked Estep 
Score: -7867404.500000 Penalty: 5443.830566
	Iteration 26Q: 3 clusters Score -7867404 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 54475 members 
Entering Unmasked Estep 
Score: -7867450.000000 Penalty: 5443.830566
	Iteration 27Q: 3 clusters Score -7867450 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 54609 members 
Entering Unmasked Estep 
Score: -7867468.500000 Penalty: 5443.830566
	Iteration 28Q: 3 clusters Score -7867468 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -7867494.500000 Penalty: 5443.830566
	Iteration 29Q: 3 clusters Score -7867494 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -7867523.500000 Penalty: 5443.830566
	Iteration 30Q: 3 clusters Score -7867524 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 54952 members 
Entering Unmasked Estep 
Score: -7867561.500000 Penalty: 5443.830566
	Iteration 31Q: 3 clusters Score -7867562 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
Score: -7867577.500000 Penalty: 5443.830566
	Iteration 32Q: 3 clusters Score -7867578 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 55109 members 
Entering Unmasked Estep 
Score: -7867589.000000 Penalty: 5443.830566
	Iteration 33Q: 3 clusters Score -7867589 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 55170 members 
Entering Unmasked Estep 
Score: -7867606.000000 Penalty: 5443.830566
	Iteration 34Q: 3 clusters Score -7867606 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -7867612.500000 Penalty: 5443.830566
	Iteration 35Q: 3 clusters Score -7867612 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 55289 members 
Entering Unmasked Estep 
Score: -7867614.000000 Penalty: 5443.830566
	Iteration 36Q: 3 clusters Score -7867614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 55329 members 
Entering Unmasked Estep 
Score: -7867622.000000 Penalty: 5443.830566
	Iteration 37Q: 3 clusters Score -7867622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 55361 members 
Entering Unmasked Estep 
Score: -7867628.500000 Penalty: 5443.830566
	Iteration 38Q: 3 clusters Score -7867628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 55392 members 
Entering Unmasked Estep 
Score: -7867616.500000 Penalty: 5443.830566
	Iteration 39Q: 3 clusters Score -7867616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 55422 members 
Entering Unmasked Estep 
Score: -7867606.000000 Penalty: 5443.830566
	Iteration 40F: 3 clusters Score -7867606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 55453 members 
Entering Unmasked Estep 
Score: -7867615.500000 Penalty: 5443.830566
	Iteration 41Q: 3 clusters Score -7867616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 55474 members 
Entering Unmasked Estep 
Score: -7867623.500000 Penalty: 5443.830566
	Iteration 42Q: 3 clusters Score -7867624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 55498 members 
Entering Unmasked Estep 
Score: -7867625.500000 Penalty: 5443.830566
	Iteration 43Q: 3 clusters Score -7867626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 55520 members 
Entering Unmasked Estep 
Score: -7867612.500000 Penalty: 5443.830566
	Iteration 44Q: 3 clusters Score -7867612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -7867625.000000 Penalty: 5443.830566
	Iteration 45Q: 3 clusters Score -7867625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
Score: -7867625.500000 Penalty: 5443.830566
	Iteration 46Q: 3 clusters Score -7867626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 55572 members 
Entering Unmasked Estep 
Score: -7867639.500000 Penalty: 5443.830566
	Iteration 47Q: 3 clusters Score -7867640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 55585 members 
Entering Unmasked Estep 
Score: -7867631.000000 Penalty: 5443.830566
	Iteration 48Q: 3 clusters Score -7867631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -7867630.500000 Penalty: 5443.830566
	Iteration 49Q: 3 clusters Score -7867630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 55603 members 
Entering Unmasked Estep 
Score: -7867628.000000 Penalty: 5443.830566
	Iteration 50Q: 3 clusters Score -7867628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 55611 members 
Entering Unmasked Estep 
Score: -7867621.500000 Penalty: 5443.830566
	Iteration 51Q: 3 clusters Score -7867622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 55614 members 
Entering Unmasked Estep 
Score: -7867624.500000 Penalty: 5443.830566
	Iteration 52Q: 3 clusters Score -7867624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 55618 members 
Entering Unmasked Estep 
Score: -7867619.000000 Penalty: 5443.830566
	Iteration 53Q: 3 clusters Score -7867619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -7867622.500000 Penalty: 5443.830566
	Iteration 54Q: 3 clusters Score -7867622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 55625 members 
Entering Unmasked Estep 
Score: -7867624.500000 Penalty: 5443.830566
	Iteration 55Q: 3 clusters Score -7867624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 55630 members 
Entering Unmasked Estep 
Score: -7867629.000000 Penalty: 5443.830566
	Iteration 56Q: 3 clusters Score -7867629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 55637 members 
Entering Unmasked Estep 
Score: -7867628.500000 Penalty: 5443.830566
	Iteration 57Q: 3 clusters Score -7867628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -7867640.000000 Penalty: 5443.830566
	Iteration 58Q: 3 clusters Score -7867640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 55653 members 
Entering Unmasked Estep 
Score: -7867644.000000 Penalty: 5443.830566
	Iteration 59Q: 3 clusters Score -7867644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -7867647.500000 Penalty: 5443.830566
	Iteration 60F: 3 clusters Score -7867648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 55660 members 
Entering Unmasked Estep 
Score: -7867652.000000 Penalty: 5443.830566
	Iteration 61Q: 3 clusters Score -7867652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -7867655.500000 Penalty: 5443.830566
	Iteration 62Q: 3 clusters Score -7867656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -7867654.000000 Penalty: 5443.830566
	Iteration 63Q: 3 clusters Score -7867654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -7867649.500000 Penalty: 5443.830566
	Iteration 64Q: 3 clusters Score -7867650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 55680 members 
Entering Unmasked Estep 
Score: -7867644.500000 Penalty: 5443.830566
	Iteration 65Q: 3 clusters Score -7867644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -7867650.500000 Penalty: 5443.830566
	Iteration 66Q: 3 clusters Score -7867650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 55689 members 
Entering Unmasked Estep 
Score: -7867639.000000 Penalty: 5443.830566
	Iteration 67Q: 3 clusters Score -7867639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 55692 members 
Entering Unmasked Estep 
Score: -7867643.500000 Penalty: 5443.830566
	Iteration 68Q: 3 clusters Score -7867644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -7867643.500000 Penalty: 5443.830566
	Iteration 69Q: 3 clusters Score -7867644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 55699 members 
Entering Unmasked Estep 
Score: -7867644.000000 Penalty: 5443.830566
	Iteration 70Q: 3 clusters Score -7867644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -7867642.500000 Penalty: 5443.830566
	Iteration 71Q: 3 clusters Score -7867642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 55705 members 
Entering Unmasked Estep 
Score: -7867635.000000 Penalty: 5443.830566
	Iteration 72Q: 3 clusters Score -7867635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -7867641.500000 Penalty: 5443.830566
	Iteration 73Q: 3 clusters Score -7867642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -7867642.500000 Penalty: 5443.830566
	Iteration 74Q: 3 clusters Score -7867642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -7867644.500000 Penalty: 5443.830566
	Iteration 75Q: 3 clusters Score -7867644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -7867646.000000 Penalty: 5443.830566
	Iteration 76Q: 3 clusters Score -7867646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -7867644.000000 Penalty: 5443.830566
	Iteration 77Q: 3 clusters Score -7867644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -7867644.000000 Penalty: 5443.830566
	Iteration 78F: 3 clusters Score -7867644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (166600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166600 members 
Entering Unmasked Estep 
Score: -22215596.000000 Penalty: 2981.791016
	Iteration 0F: 2 clusters Score -2.22156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83070 members 
Mstep: Class 2 contains 83530 members 
Entering Unmasked Estep 
Score: -22107686.000000 Penalty: 5963.582031
	Iteration 0F: 3 clusters Score -2.210769e+07 nChanged 79995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81341 members 
Mstep: Class 2 contains 85259 members 
Entering Unmasked Estep 
Score: -22153690.000000 Penalty: 5963.582031
	Iteration 1F: 3 clusters Score -2.215369e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80368 members 
Mstep: Class 2 contains 86232 members 
Entering Unmasked Estep 
Score: -22154668.000000 Penalty: 5963.582031
	Iteration 2Q: 3 clusters Score -2.215467e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78880 members 
Mstep: Class 2 contains 87720 members 
Entering Unmasked Estep 
Score: -22156154.000000 Penalty: 5963.582031
	Iteration 3Q: 3 clusters Score -2.215615e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76547 members 
Mstep: Class 2 contains 90053 members 
Entering Unmasked Estep 
Score: -22157894.000000 Penalty: 5963.582031
	Iteration 4Q: 3 clusters Score -2.215789e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73063 members 
Mstep: Class 2 contains 93537 members 
Entering Unmasked Estep 
Score: -22160618.000000 Penalty: 5963.582031
	Iteration 5Q: 3 clusters Score -2.216062e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68014 members 
Mstep: Class 2 contains 98586 members 
Entering Unmasked Estep 
Score: -22164364.000000 Penalty: 5963.582031
	Iteration 6Q: 3 clusters Score -2.216436e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61258 members 
Mstep: Class 2 contains 105342 members 
Entering Unmasked Estep 
Score: -22169886.000000 Penalty: 5963.582031
	Iteration 7F: 3 clusters Score -2.216989e+07 nChanged 10016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52750 members 
Mstep: Class 2 contains 113850 members 
Entering Unmasked Estep 
Score: -22177716.000000 Penalty: 5963.582031
	Iteration 8F: 3 clusters Score -2.217772e+07 nChanged 10302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 123018 members 
Entering Unmasked Estep 
Score: -22186842.000000 Penalty: 5963.582031
	Iteration 9F: 3 clusters Score -2.218684e+07 nChanged 9376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 131294 members 
Entering Unmasked Estep 
Score: -22194910.000000 Penalty: 5963.582031
	Iteration 10F: 3 clusters Score -2.219491e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 138024 members 
Entering Unmasked Estep 
Score: -22201112.000000 Penalty: 5963.582031
	Iteration 11Q: 3 clusters Score -2.220111e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 143126 members 
Entering Unmasked Estep 
Score: -22205170.000000 Penalty: 5963.582031
	Iteration 12Q: 3 clusters Score -2.220517e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 147217 members 
Entering Unmasked Estep 
Score: -22207960.000000 Penalty: 5963.582031
	Iteration 13Q: 3 clusters Score -2.220796e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 150617 members 
Entering Unmasked Estep 
Score: -22209802.000000 Penalty: 5963.582031
	Iteration 14Q: 3 clusters Score -2.22098e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 153374 members 
Entering Unmasked Estep 
Score: -22211328.000000 Penalty: 5963.582031
	Iteration 15Q: 3 clusters Score -2.221133e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 155681 members 
Entering Unmasked Estep 
Score: -22212410.000000 Penalty: 5963.582031
	Iteration 16Q: 3 clusters Score -2.221241e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 157534 members 
Entering Unmasked Estep 
Score: -22213106.000000 Penalty: 5963.582031
	Iteration 17Q: 3 clusters Score -2.221311e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 159006 members 
Entering Unmasked Estep 
Score: -22213514.000000 Penalty: 5963.582031
	Iteration 18Q: 3 clusters Score -2.221351e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 160184 members 
Entering Unmasked Estep 
Score: -22213868.000000 Penalty: 5963.582031
	Iteration 19Q: 3 clusters Score -2.221387e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 161100 members 
Entering Unmasked Estep 
Score: -22214054.000000 Penalty: 5963.582031
	Iteration 20F: 3 clusters Score -2.221405e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 161806 members 
Entering Unmasked Estep 
Score: -22214242.000000 Penalty: 5963.582031
	Iteration 21Q: 3 clusters Score -2.221424e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 162324 members 
Entering Unmasked Estep 
Score: -22214252.000000 Penalty: 5963.582031
	Iteration 22Q: 3 clusters Score -2.221425e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 162726 members 
Entering Unmasked Estep 
Score: -22214250.000000 Penalty: 5963.582031
	Iteration 23Q: 3 clusters Score -2.221425e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 163032 members 
Entering Unmasked Estep 
Score: -22214272.000000 Penalty: 5963.582031
	Iteration 24Q: 3 clusters Score -2.221427e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 163287 members 
Entering Unmasked Estep 
Score: -22214308.000000 Penalty: 5963.582031
	Iteration 25Q: 3 clusters Score -2.221431e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 163473 members 
Entering Unmasked Estep 
Score: -22214306.000000 Penalty: 5963.582031
	Iteration 26Q: 3 clusters Score -2.221431e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 163651 members 
Entering Unmasked Estep 
Score: -22214276.000000 Penalty: 5963.582031
	Iteration 27Q: 3 clusters Score -2.221428e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 163790 members 
Entering Unmasked Estep 
Score: -22214308.000000 Penalty: 5963.582031
	Iteration 28Q: 3 clusters Score -2.221431e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 163914 members 
Entering Unmasked Estep 
Score: -22214322.000000 Penalty: 5963.582031
	Iteration 29Q: 3 clusters Score -2.221432e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 163985 members 
Entering Unmasked Estep 
Score: -22214316.000000 Penalty: 5963.582031
	Iteration 30Q: 3 clusters Score -2.221432e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 164044 members 
Entering Unmasked Estep 
Score: -22214280.000000 Penalty: 5963.582031
	Iteration 31Q: 3 clusters Score -2.221428e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 164111 members 
Entering Unmasked Estep 
Score: -22214246.000000 Penalty: 5963.582031
	Iteration 32Q: 3 clusters Score -2.221425e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 164176 members 
Entering Unmasked Estep 
Score: -22214298.000000 Penalty: 5963.582031
	Iteration 33Q: 3 clusters Score -2.22143e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 164234 members 
Entering Unmasked Estep 
Score: -22214266.000000 Penalty: 5963.582031
	Iteration 34Q: 3 clusters Score -2.221427e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 164289 members 
Entering Unmasked Estep 
Score: -22214232.000000 Penalty: 5963.582031
	Iteration 35Q: 3 clusters Score -2.221423e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 164340 members 
Entering Unmasked Estep 
Score: -22214220.000000 Penalty: 5963.582031
	Iteration 36Q: 3 clusters Score -2.221422e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 164370 members 
Entering Unmasked Estep 
Score: -22214196.000000 Penalty: 5963.582031
	Iteration 37Q: 3 clusters Score -2.22142e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 164406 members 
Entering Unmasked Estep 
Score: -22214204.000000 Penalty: 5963.582031
	Iteration 38Q: 3 clusters Score -2.22142e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 164427 members 
Entering Unmasked Estep 
Score: -22214176.000000 Penalty: 5963.582031
	Iteration 39Q: 3 clusters Score -2.221418e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 164451 members 
Entering Unmasked Estep 
Score: -22214182.000000 Penalty: 5963.582031
	Iteration 40F: 3 clusters Score -2.221418e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 164475 members 
Entering Unmasked Estep 
Score: -22214166.000000 Penalty: 5963.582031
	Iteration 41Q: 3 clusters Score -2.221417e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 164492 members 
Entering Unmasked Estep 
Score: -22214156.000000 Penalty: 5963.582031
	Iteration 42Q: 3 clusters Score -2.221416e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 164512 members 
Entering Unmasked Estep 
Score: -22214172.000000 Penalty: 5963.582031
	Iteration 43Q: 3 clusters Score -2.221417e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 164521 members 
Entering Unmasked Estep 
Score: -22214174.000000 Penalty: 5963.582031
	Iteration 44Q: 3 clusters Score -2.221417e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 164533 members 
Entering Unmasked Estep 
Score: -22214174.000000 Penalty: 5963.582031
	Iteration 45Q: 3 clusters Score -2.221417e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 164550 members 
Entering Unmasked Estep 
Score: -22214166.000000 Penalty: 5963.582031
	Iteration 46Q: 3 clusters Score -2.221417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 164559 members 
Entering Unmasked Estep 
Score: -22214160.000000 Penalty: 5963.582031
	Iteration 47Q: 3 clusters Score -2.221416e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 164569 members 
Entering Unmasked Estep 
Score: -22214164.000000 Penalty: 5963.582031
	Iteration 48Q: 3 clusters Score -2.221416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 164577 members 
Entering Unmasked Estep 
Score: -22214172.000000 Penalty: 5963.582031
	Iteration 49Q: 3 clusters Score -2.221417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 164584 members 
Entering Unmasked Estep 
Score: -22214168.000000 Penalty: 5963.582031
	Iteration 50Q: 3 clusters Score -2.221417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 164592 members 
Entering Unmasked Estep 
Score: -22214172.000000 Penalty: 5963.582031
	Iteration 51Q: 3 clusters Score -2.221417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 164601 members 
Entering Unmasked Estep 
Score: -22214178.000000 Penalty: 5963.582031
	Iteration 52Q: 3 clusters Score -2.221418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 164612 members 
Entering Unmasked Estep 
Score: -22214186.000000 Penalty: 5963.582031
	Iteration 53Q: 3 clusters Score -2.221419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 164626 members 
Entering Unmasked Estep 
Score: -22214178.000000 Penalty: 5963.582031
	Iteration 54Q: 3 clusters Score -2.221418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 164633 members 
Entering Unmasked Estep 
Score: -22214176.000000 Penalty: 5963.582031
	Iteration 55Q: 3 clusters Score -2.221418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 164642 members 
Entering Unmasked Estep 
Score: -22214188.000000 Penalty: 5963.582031
	Iteration 56Q: 3 clusters Score -2.221419e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 164655 members 
Entering Unmasked Estep 
Score: -22214166.000000 Penalty: 5963.582031
	Iteration 57Q: 3 clusters Score -2.221417e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 164671 members 
Entering Unmasked Estep 
Score: -22214170.000000 Penalty: 5963.582031
	Iteration 58Q: 3 clusters Score -2.221417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 164675 members 
Entering Unmasked Estep 
Score: -22214160.000000 Penalty: 5963.582031
	Iteration 59Q: 3 clusters Score -2.221416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 164682 members 
Entering Unmasked Estep 
Score: -22214170.000000 Penalty: 5963.582031
	Iteration 60F: 3 clusters Score -2.221417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 164683 members 
Entering Unmasked Estep 
Score: -22214180.000000 Penalty: 5963.582031
	Iteration 61Q: 3 clusters Score -2.221418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 164685 members 
Entering Unmasked Estep 
Score: -22214166.000000 Penalty: 5963.582031
	Iteration 62Q: 3 clusters Score -2.221417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 164689 members 
Entering Unmasked Estep 
Score: -22214166.000000 Penalty: 5963.582031
	Iteration 63Q: 3 clusters Score -2.221417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 164687 members 
Entering Unmasked Estep 
Score: -22214138.000000 Penalty: 5963.582031
	Iteration 64Q: 3 clusters Score -2.221414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 164690 members 
Entering Unmasked Estep 
Score: -22214140.000000 Penalty: 5963.582031
	Iteration 65Q: 3 clusters Score -2.221414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 164692 members 
Entering Unmasked Estep 
Score: -22214142.000000 Penalty: 5963.582031
	Iteration 66Q: 3 clusters Score -2.221414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 164696 members 
Entering Unmasked Estep 
Score: -22214160.000000 Penalty: 5963.582031
	Iteration 67Q: 3 clusters Score -2.221416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 164703 members 
Entering Unmasked Estep 
Score: -22214170.000000 Penalty: 5963.582031
	Iteration 68Q: 3 clusters Score -2.221417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 164706 members 
Entering Unmasked Estep 
Score: -22214152.000000 Penalty: 5963.582031
	Iteration 69Q: 3 clusters Score -2.221415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 164706 members 
Entering Unmasked Estep 
Score: -22214152.000000 Penalty: 5963.582031
	Iteration 70Q: 3 clusters Score -2.221415e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 164707 members 
Entering Unmasked Estep 
Score: -22214146.000000 Penalty: 5963.582031
	Iteration 71Q: 3 clusters Score -2.221415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 164714 members 
Entering Unmasked Estep 
Score: -22214170.000000 Penalty: 5963.582031
	Iteration 72Q: 3 clusters Score -2.221417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 164715 members 
Entering Unmasked Estep 
Score: -22214164.000000 Penalty: 5963.582031
	Iteration 73Q: 3 clusters Score -2.221416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 164716 members 
Entering Unmasked Estep 
Score: -22214170.000000 Penalty: 5963.582031
	Iteration 74Q: 3 clusters Score -2.221417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 164715 members 
Entering Unmasked Estep 
Score: -22214178.000000 Penalty: 5963.582031
	Iteration 75Q: 3 clusters Score -2.221418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 164716 members 
Entering Unmasked Estep 
Score: -22214170.000000 Penalty: 5963.582031
	Iteration 76Q: 3 clusters Score -2.221417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 164717 members 
Entering Unmasked Estep 
Score: -22214172.000000 Penalty: 5963.582031
	Iteration 77Q: 3 clusters Score -2.221417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 164717 members 
Entering Unmasked Estep 
Score: -22214172.000000 Penalty: 5963.582031
	Iteration 78F: 3 clusters Score -2.221417e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (177291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177291 members 
Entering Unmasked Estep 
Score: -23764018.000000 Penalty: 2997.215820
	Iteration 0F: 2 clusters Score -2.376402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88886 members 
Mstep: Class 2 contains 88405 members 
Entering Unmasked Estep 
Score: -23651906.000000 Penalty: 5994.431641
	Iteration 0F: 3 clusters Score -2.365191e+07 nChanged 84943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90551 members 
Mstep: Class 2 contains 86740 members 
Entering Unmasked Estep 
Score: -23701736.000000 Penalty: 5994.431641
	Iteration 1F: 3 clusters Score -2.370174e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91138 members 
Mstep: Class 2 contains 86153 members 
Entering Unmasked Estep 
Score: -23703060.000000 Penalty: 5994.431641
	Iteration 2Q: 3 clusters Score -2.370306e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91848 members 
Mstep: Class 2 contains 85443 members 
Entering Unmasked Estep 
Score: -23704604.000000 Penalty: 5994.431641
	Iteration 3Q: 3 clusters Score -2.37046e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92898 members 
Mstep: Class 2 contains 84393 members 
Entering Unmasked Estep 
Score: -23706504.000000 Penalty: 5994.431641
	Iteration 4Q: 3 clusters Score -2.37065e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94547 members 
Mstep: Class 2 contains 82744 members 
Entering Unmasked Estep 
Score: -23709342.000000 Penalty: 5994.431641
	Iteration 5Q: 3 clusters Score -2.370934e+07 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97163 members 
Mstep: Class 2 contains 80128 members 
Entering Unmasked Estep 
Score: -23712776.000000 Penalty: 5994.431641
	Iteration 6Q: 3 clusters Score -2.371278e+07 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101238 members 
Mstep: Class 2 contains 76053 members 
Entering Unmasked Estep 
Score: -23716806.000000 Penalty: 5994.431641
	Iteration 7Q: 3 clusters Score -2.371681e+07 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107096 members 
Mstep: Class 2 contains 70195 members 
Entering Unmasked Estep 
Score: -23721586.000000 Penalty: 5994.431641
	Iteration 8Q: 3 clusters Score -2.372159e+07 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114716 members 
Mstep: Class 2 contains 62575 members 
Entering Unmasked Estep 
Score: -23726582.000000 Penalty: 5994.431641
	Iteration 9F: 3 clusters Score -2.372658e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123982 members 
Mstep: Class 2 contains 53309 members 
Entering Unmasked Estep 
Score: -23732686.000000 Penalty: 5994.431641
	Iteration 10F: 3 clusters Score -2.373269e+07 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134442 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -23739498.000000 Penalty: 5994.431641
	Iteration 11F: 3 clusters Score -2.37395e+07 nChanged 10827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145259 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -23746690.000000 Penalty: 5994.431641
	Iteration 12F: 3 clusters Score -2.374669e+07 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155116 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -23753090.000000 Penalty: 5994.431641
	Iteration 13F: 3 clusters Score -2.375309e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163037 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -23757496.000000 Penalty: 5994.431641
	Iteration 14Q: 3 clusters Score -2.37575e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168340 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -23759576.000000 Penalty: 5994.431641
	Iteration 15Q: 3 clusters Score -2.375958e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171694 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -23760636.000000 Penalty: 5994.431641
	Iteration 16Q: 3 clusters Score -2.376064e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173599 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -23761008.000000 Penalty: 5994.431641
	Iteration 17Q: 3 clusters Score -2.376101e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174692 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -23761278.000000 Penalty: 5994.431641
	Iteration 18Q: 3 clusters Score -2.376128e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175275 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -23761384.000000 Penalty: 5994.431641
	Iteration 19Q: 3 clusters Score -2.376138e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175613 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -23761420.000000 Penalty: 5994.431641
	Iteration 20F: 3 clusters Score -2.376142e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175840 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -23761440.000000 Penalty: 5994.431641
	Iteration 21Q: 3 clusters Score -2.376144e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176006 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -23761492.000000 Penalty: 5994.431641
	Iteration 22Q: 3 clusters Score -2.376149e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176119 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -23761512.000000 Penalty: 5994.431641
	Iteration 23Q: 3 clusters Score -2.376151e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176181 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -23761550.000000 Penalty: 5994.431641
	Iteration 24Q: 3 clusters Score -2.376155e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176235 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -23761542.000000 Penalty: 5994.431641
	Iteration 25Q: 3 clusters Score -2.376154e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176277 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -23761542.000000 Penalty: 5994.431641
	Iteration 26Q: 3 clusters Score -2.376154e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176321 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -23761548.000000 Penalty: 5994.431641
	Iteration 27Q: 3 clusters Score -2.376155e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176350 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -23761590.000000 Penalty: 5994.431641
	Iteration 28Q: 3 clusters Score -2.376159e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176365 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -23761588.000000 Penalty: 5994.431641
	Iteration 29Q: 3 clusters Score -2.376159e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176377 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -23761564.000000 Penalty: 5994.431641
	Iteration 30Q: 3 clusters Score -2.376156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176386 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -23761566.000000 Penalty: 5994.431641
	Iteration 31Q: 3 clusters Score -2.376157e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176390 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -23761564.000000 Penalty: 5994.431641
	Iteration 32Q: 3 clusters Score -2.376156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176396 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -23761560.000000 Penalty: 5994.431641
	Iteration 33Q: 3 clusters Score -2.376156e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176408 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -23761574.000000 Penalty: 5994.431641
	Iteration 34Q: 3 clusters Score -2.376157e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176418 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -23761558.000000 Penalty: 5994.431641
	Iteration 35Q: 3 clusters Score -2.376156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176424 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -23761540.000000 Penalty: 5994.431641
	Iteration 36Q: 3 clusters Score -2.376154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176427 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -23761534.000000 Penalty: 5994.431641
	Iteration 37Q: 3 clusters Score -2.376153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176434 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -23761546.000000 Penalty: 5994.431641
	Iteration 38Q: 3 clusters Score -2.376155e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176438 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -23761538.000000 Penalty: 5994.431641
	Iteration 39Q: 3 clusters Score -2.376154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176441 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -23761544.000000 Penalty: 5994.431641
	Iteration 40F: 3 clusters Score -2.376154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176447 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -23761544.000000 Penalty: 5994.431641
	Iteration 41Q: 3 clusters Score -2.376154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176452 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -23761552.000000 Penalty: 5994.431641
	Iteration 42Q: 3 clusters Score -2.376155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176461 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -23761550.000000 Penalty: 5994.431641
	Iteration 43Q: 3 clusters Score -2.376155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176466 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -23761580.000000 Penalty: 5994.431641
	Iteration 44Q: 3 clusters Score -2.376158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176467 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -23761582.000000 Penalty: 5994.431641
	Iteration 45Q: 3 clusters Score -2.376158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176468 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -23761566.000000 Penalty: 5994.431641
	Iteration 46Q: 3 clusters Score -2.376157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176471 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -23761596.000000 Penalty: 5994.431641
	Iteration 47Q: 3 clusters Score -2.37616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176474 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -23761592.000000 Penalty: 5994.431641
	Iteration 48Q: 3 clusters Score -2.376159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176476 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -23761590.000000 Penalty: 5994.431641
	Iteration 49Q: 3 clusters Score -2.376159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176478 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -23761598.000000 Penalty: 5994.431641
	Iteration 50Q: 3 clusters Score -2.37616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176482 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -23761604.000000 Penalty: 5994.431641
	Iteration 51Q: 3 clusters Score -2.37616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176482 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -23761604.000000 Penalty: 5994.431641
	Iteration 52Q: 3 clusters Score -2.37616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176482 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -23761606.000000 Penalty: 5994.431641
	Iteration 53Q: 3 clusters Score -2.376161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176483 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -23761602.000000 Penalty: 5994.431641
	Iteration 54Q: 3 clusters Score -2.37616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176483 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -23761600.000000 Penalty: 5994.431641
	Iteration 55Q: 3 clusters Score -2.37616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176483 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -23761606.000000 Penalty: 5994.431641
	Iteration 56Q: 3 clusters Score -2.376161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176487 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -23761596.000000 Penalty: 5994.431641
	Iteration 57Q: 3 clusters Score -2.37616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176487 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -23761600.000000 Penalty: 5994.431641
	Iteration 58Q: 3 clusters Score -2.37616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176488 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -23761596.000000 Penalty: 5994.431641
	Iteration 59Q: 3 clusters Score -2.37616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176489 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -23761604.000000 Penalty: 5994.431641
	Iteration 60F: 3 clusters Score -2.37616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176490 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -23761606.000000 Penalty: 5994.431641
	Iteration 61Q: 3 clusters Score -2.376161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176490 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -23761606.000000 Penalty: 5994.431641
	Iteration 62F: 3 clusters Score -2.376161e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -19511.080078 Penalty: 1285.082397
	Iteration 0F: 2 clusters Score -19511.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18469.710938 Penalty: 2570.164795
	Iteration 0F: 3 clusters Score -18469.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18531.910156 Penalty: 2570.164795
	Iteration 1F: 3 clusters Score -18531.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18584.449219 Penalty: 2570.164795
	Iteration 2Q: 3 clusters Score -18584.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18596.394531 Penalty: 2570.164795
	Iteration 3Q: 3 clusters Score -18596.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18596.394531 Penalty: 2570.164795
	Iteration 4F: 3 clusters Score -18596.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (185026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185026 members 
Entering Unmasked Estep 
Score: -24678230.000000 Penalty: 3007.806396
	Iteration 0F: 2 clusters Score -2.467823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92649 members 
Mstep: Class 2 contains 92377 members 
Entering Unmasked Estep 
Score: -24561610.000000 Penalty: 6015.612793
	Iteration 0F: 3 clusters Score -2.456161e+07 nChanged 88845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96606 members 
Mstep: Class 2 contains 88420 members 
Entering Unmasked Estep 
Score: -24613398.000000 Penalty: 6015.612793
	Iteration 1F: 3 clusters Score -2.46134e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99594 members 
Mstep: Class 2 contains 85432 members 
Entering Unmasked Estep 
Score: -24615256.000000 Penalty: 6015.612793
	Iteration 2Q: 3 clusters Score -2.461526e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104341 members 
Mstep: Class 2 contains 80685 members 
Entering Unmasked Estep 
Score: -24618252.000000 Penalty: 6015.612793
	Iteration 3Q: 3 clusters Score -2.461825e+07 nChanged 10233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111308 members 
Mstep: Class 2 contains 73718 members 
Entering Unmasked Estep 
Score: -24623332.000000 Penalty: 6015.612793
	Iteration 4F: 3 clusters Score -2.462333e+07 nChanged 12665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120503 members 
Mstep: Class 2 contains 64523 members 
Entering Unmasked Estep 
Score: -24631358.000000 Penalty: 6015.612793
	Iteration 5F: 3 clusters Score -2.463136e+07 nChanged 14107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131248 members 
Mstep: Class 2 contains 53778 members 
Entering Unmasked Estep 
Score: -24640976.000000 Penalty: 6015.612793
	Iteration 6F: 3 clusters Score -2.464098e+07 nChanged 13586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142212 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -24651060.000000 Penalty: 6015.612793
	Iteration 7F: 3 clusters Score -2.465106e+07 nChanged 11950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152798 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -24659744.000000 Penalty: 6015.612793
	Iteration 8F: 3 clusters Score -2.465974e+07 nChanged 10051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162397 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -24666610.000000 Penalty: 6015.612793
	Iteration 9F: 3 clusters Score -2.466661e+07 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170521 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -24671010.000000 Penalty: 6015.612793
	Iteration 10Q: 3 clusters Score -2.467101e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176295 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -24673334.000000 Penalty: 6015.612793
	Iteration 11Q: 3 clusters Score -2.467333e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179891 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -24674548.000000 Penalty: 6015.612793
	Iteration 12Q: 3 clusters Score -2.467455e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181974 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -24675260.000000 Penalty: 6015.612793
	Iteration 13Q: 3 clusters Score -2.467526e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183080 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -24675490.000000 Penalty: 6015.612793
	Iteration 14Q: 3 clusters Score -2.467549e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183661 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -24675670.000000 Penalty: 6015.612793
	Iteration 15Q: 3 clusters Score -2.467567e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183929 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -24675796.000000 Penalty: 6015.612793
	Iteration 16Q: 3 clusters Score -2.46758e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184073 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -24675856.000000 Penalty: 6015.612793
	Iteration 17Q: 3 clusters Score -2.467586e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184157 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -24675892.000000 Penalty: 6015.612793
	Iteration 18Q: 3 clusters Score -2.467589e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184208 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -24675872.000000 Penalty: 6015.612793
	Iteration 19Q: 3 clusters Score -2.467587e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184244 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -24675850.000000 Penalty: 6015.612793
	Iteration 20F: 3 clusters Score -2.467585e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184279 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -24675836.000000 Penalty: 6015.612793
	Iteration 21Q: 3 clusters Score -2.467584e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184301 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -24675840.000000 Penalty: 6015.612793
	Iteration 22Q: 3 clusters Score -2.467584e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184313 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -24675834.000000 Penalty: 6015.612793
	Iteration 23Q: 3 clusters Score -2.467583e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184323 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -24675838.000000 Penalty: 6015.612793
	Iteration 24Q: 3 clusters Score -2.467584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184328 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -24675846.000000 Penalty: 6015.612793
	Iteration 25Q: 3 clusters Score -2.467585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184331 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -24675852.000000 Penalty: 6015.612793
	Iteration 26Q: 3 clusters Score -2.467585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184335 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -24675850.000000 Penalty: 6015.612793
	Iteration 27Q: 3 clusters Score -2.467585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184343 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -24675850.000000 Penalty: 6015.612793
	Iteration 28Q: 3 clusters Score -2.467585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184349 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -24675834.000000 Penalty: 6015.612793
	Iteration 29Q: 3 clusters Score -2.467583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184356 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -24675852.000000 Penalty: 6015.612793
	Iteration 30Q: 3 clusters Score -2.467585e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184367 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -24675876.000000 Penalty: 6015.612793
	Iteration 31Q: 3 clusters Score -2.467588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184376 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -24675898.000000 Penalty: 6015.612793
	Iteration 32Q: 3 clusters Score -2.46759e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184382 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -24675910.000000 Penalty: 6015.612793
	Iteration 33Q: 3 clusters Score -2.467591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184390 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -24675918.000000 Penalty: 6015.612793
	Iteration 34Q: 3 clusters Score -2.467592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184399 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -24675920.000000 Penalty: 6015.612793
	Iteration 35Q: 3 clusters Score -2.467592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184403 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -24675918.000000 Penalty: 6015.612793
	Iteration 36Q: 3 clusters Score -2.467592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184408 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -24675912.000000 Penalty: 6015.612793
	Iteration 37Q: 3 clusters Score -2.467591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184409 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -24675928.000000 Penalty: 6015.612793
	Iteration 38Q: 3 clusters Score -2.467593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184409 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -24675928.000000 Penalty: 6015.612793
	Iteration 39F: 3 clusters Score -2.467593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Entering Unmasked Estep 
Score: -368036.531250 Penalty: 1964.900513
	Iteration 0F: 2 clusters Score -368036.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -364872.437500 Penalty: 3929.801025
	Iteration 0F: 3 clusters Score -364872.4 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -365466.125000 Penalty: 3929.801025
	Iteration 1F: 3 clusters Score -365466.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -365629.625000 Penalty: 3929.801025
	Iteration 2F: 3 clusters Score -365629.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -365733.437500 Penalty: 3929.801025
	Iteration 3Q: 3 clusters Score -365733.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -365815.562500 Penalty: 3929.801025
	Iteration 4Q: 3 clusters Score -365815.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -365888.250000 Penalty: 3929.801025
	Iteration 5Q: 3 clusters Score -365888.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -365970.875000 Penalty: 3929.801025
	Iteration 6Q: 3 clusters Score -365970.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -366061.281250 Penalty: 3929.801025
	Iteration 7Q: 3 clusters Score -366061.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -366190.156250 Penalty: 3929.801025
	Iteration 8Q: 3 clusters Score -366190.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -366374.312500 Penalty: 3929.801025
	Iteration 9Q: 3 clusters Score -366374.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -366574.281250 Penalty: 3929.801025
	Iteration 10Q: 3 clusters Score -366574.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -366743.906250 Penalty: 3929.801025
	Iteration 11Q: 3 clusters Score -366743.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -366862.062500 Penalty: 3929.801025
	Iteration 12Q: 3 clusters Score -366862.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -366950.656250 Penalty: 3929.801025
	Iteration 13Q: 3 clusters Score -366950.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -367022.125000 Penalty: 3929.801025
	Iteration 14Q: 3 clusters Score -367022.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -367108.875000 Penalty: 3929.801025
	Iteration 15Q: 3 clusters Score -367108.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -367207.031250 Penalty: 3929.801025
	Iteration 16Q: 3 clusters Score -367207 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -367329.968750 Penalty: 3929.801025
	Iteration 17Q: 3 clusters Score -367330 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -367440.187500 Penalty: 3929.801025
	Iteration 18Q: 3 clusters Score -367440.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -367592.281250 Penalty: 3929.801025
	Iteration 19Q: 3 clusters Score -367592.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -367691.843750 Penalty: 3929.801025
	Iteration 20F: 3 clusters Score -367691.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -367752.687500 Penalty: 3929.801025
	Iteration 21Q: 3 clusters Score -367752.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -367778.000000 Penalty: 3929.801025
	Iteration 22Q: 3 clusters Score -367778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -367793.875000 Penalty: 3929.801025
	Iteration 23Q: 3 clusters Score -367793.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -367802.187500 Penalty: 3929.801025
	Iteration 24Q: 3 clusters Score -367802.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -367807.125000 Penalty: 3929.801025
	Iteration 25Q: 3 clusters Score -367807.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -367808.031250 Penalty: 3929.801025
	Iteration 26Q: 3 clusters Score -367808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -367808.812500 Penalty: 3929.801025
	Iteration 27Q: 3 clusters Score -367808.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -367808.812500 Penalty: 3929.801025
	Iteration 28F: 3 clusters Score -367808.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -35917.531250 Penalty: 1407.834961
	Iteration 0F: 2 clusters Score -35917.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34617.589844 Penalty: 2815.669922
	Iteration 0F: 3 clusters Score -34617.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34699.968750 Penalty: 2815.669922
	Iteration 1F: 3 clusters Score -34699.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34729.730469 Penalty: 2815.669922
	Iteration 2Q: 3 clusters Score -34729.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -34747.484375 Penalty: 2815.669922
	Iteration 3Q: 3 clusters Score -34747.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34750.363281 Penalty: 2815.669922
	Iteration 4Q: 3 clusters Score -34750.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34750.363281 Penalty: 2815.669922
	Iteration 5F: 3 clusters Score -34750.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Entering Unmasked Estep 
Score: -551454.437500 Penalty: 2067.662598
	Iteration 0F: 2 clusters Score -551454.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -547477.125000 Penalty: 4135.325195
	Iteration 0F: 3 clusters Score -547477.1 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -548352.437500 Penalty: 4135.325195
	Iteration 1F: 3 clusters Score -548352.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -548517.500000 Penalty: 4135.325195
	Iteration 2F: 3 clusters Score -548517.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -548624.312500 Penalty: 4135.325195
	Iteration 3Q: 3 clusters Score -548624.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -548705.812500 Penalty: 4135.325195
	Iteration 4Q: 3 clusters Score -548705.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -548797.125000 Penalty: 4135.325195
	Iteration 5Q: 3 clusters Score -548797.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -548887.000000 Penalty: 4135.325195
	Iteration 6Q: 3 clusters Score -548887 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -548981.937500 Penalty: 4135.325195
	Iteration 7Q: 3 clusters Score -548981.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -549099.187500 Penalty: 4135.325195
	Iteration 8Q: 3 clusters Score -549099.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -549220.000000 Penalty: 4135.325195
	Iteration 9Q: 3 clusters Score -549220 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -549336.500000 Penalty: 4135.325195
	Iteration 10Q: 3 clusters Score -549336.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -549436.000000 Penalty: 4135.325195
	Iteration 11Q: 3 clusters Score -549436 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -549519.937500 Penalty: 4135.325195
	Iteration 12Q: 3 clusters Score -549519.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -549595.812500 Penalty: 4135.325195
	Iteration 13Q: 3 clusters Score -549595.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -549664.562500 Penalty: 4135.325195
	Iteration 14Q: 3 clusters Score -549664.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -549726.812500 Penalty: 4135.325195
	Iteration 15Q: 3 clusters Score -549726.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -549771.250000 Penalty: 4135.325195
	Iteration 16Q: 3 clusters Score -549771.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -549813.062500 Penalty: 4135.325195
	Iteration 17Q: 3 clusters Score -549813.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -549847.000000 Penalty: 4135.325195
	Iteration 18Q: 3 clusters Score -549847 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -549883.875000 Penalty: 4135.325195
	Iteration 19Q: 3 clusters Score -549883.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -549904.750000 Penalty: 4135.325195
	Iteration 20F: 3 clusters Score -549904.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -549923.750000 Penalty: 4135.325195
	Iteration 21Q: 3 clusters Score -549923.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -549938.500000 Penalty: 4135.325195
	Iteration 22Q: 3 clusters Score -549938.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -549950.875000 Penalty: 4135.325195
	Iteration 23Q: 3 clusters Score -549950.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -549957.187500 Penalty: 4135.325195
	Iteration 24Q: 3 clusters Score -549957.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -549962.812500 Penalty: 4135.325195
	Iteration 25Q: 3 clusters Score -549962.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -549971.000000 Penalty: 4135.325195
	Iteration 26Q: 3 clusters Score -549971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -549976.437500 Penalty: 4135.325195
	Iteration 27Q: 3 clusters Score -549976.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -549980.750000 Penalty: 4135.325195
	Iteration 28Q: 3 clusters Score -549980.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -549984.062500 Penalty: 4135.325195
	Iteration 29Q: 3 clusters Score -549984.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -549986.625000 Penalty: 4135.325195
	Iteration 30Q: 3 clusters Score -549986.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -549989.375000 Penalty: 4135.325195
	Iteration 31Q: 3 clusters Score -549989.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -549990.000000 Penalty: 4135.325195
	Iteration 32Q: 3 clusters Score -549990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -549990.375000 Penalty: 4135.325195
	Iteration 33Q: 3 clusters Score -549990.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -549991.375000 Penalty: 4135.325195
	Iteration 34Q: 3 clusters Score -549991.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -549991.375000 Penalty: 4135.325195
	Iteration 35F: 3 clusters Score -549991.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 89606 members 
Mstep: Class 2 contains 49419 members 
Mstep: Class 3 contains 7399 members 
Mstep: Class 4 contains 176105 members 
Mstep: Class 5 contains 162191 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 13766 members 
Mstep: Class 8 contains 47689 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37656 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 52709 members 
Mstep: Class 16 contains 29217 members 
Mstep: Class 17 contains 38568 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77085 members 
Mstep: Class 21 contains 58423 members 
Mstep: Class 22 contains 166600 members 
Mstep: Class 23 contains 177291 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185026 members 
Mstep: Class 26 contains 2760 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180478192.000000 Penalty: 98174.007812
Iteration 479Q: 29 clusters Score -1.804782e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 89523 members 
Mstep: Class 2 contains 49407 members 
Mstep: Class 3 contains 7394 members 
Mstep: Class 4 contains 176124 members 
Mstep: Class 5 contains 162187 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 13842 members 
Mstep: Class 8 contains 47684 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37643 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 52668 members 
Mstep: Class 16 contains 29275 members 
Mstep: Class 17 contains 38556 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77066 members 
Mstep: Class 21 contains 58414 members 
Mstep: Class 22 contains 166607 members 
Mstep: Class 23 contains 177323 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185038 members 
Mstep: Class 26 contains 2760 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477952.000000 Penalty: 98174.007812
Iteration 480F: 29 clusters Score -1.80478e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 89435 members 
Mstep: Class 2 contains 49381 members 
Mstep: Class 3 contains 7392 members 
Mstep: Class 4 contains 176150 members 
Mstep: Class 5 contains 162184 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 13931 members 
Mstep: Class 8 contains 47675 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37631 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 883 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 52636 members 
Mstep: Class 16 contains 29338 members 
Mstep: Class 17 contains 38541 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77044 members 
Mstep: Class 21 contains 58397 members 
Mstep: Class 22 contains 166627 members 
Mstep: Class 23 contains 177347 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185042 members 
Mstep: Class 26 contains 2760 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477808.000000 Penalty: 98174.007812
Iteration 481Q: 29 clusters Score -1.804778e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 89346 members 
Mstep: Class 2 contains 49355 members 
Mstep: Class 3 contains 7387 members 
Mstep: Class 4 contains 176164 members 
Mstep: Class 5 contains 162169 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 14008 members 
Mstep: Class 8 contains 47675 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37628 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 879 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 52596 members 
Mstep: Class 16 contains 29390 members 
Mstep: Class 17 contains 38536 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 77013 members 
Mstep: Class 21 contains 58380 members 
Mstep: Class 22 contains 166657 members 
Mstep: Class 23 contains 177402 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185049 members 
Mstep: Class 26 contains 2760 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477792.000000 Penalty: 98174.007812
Iteration 482Q: 29 clusters Score -1.804778e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 89277 members 
Mstep: Class 2 contains 49334 members 
Mstep: Class 3 contains 7382 members 
Mstep: Class 4 contains 176136 members 
Mstep: Class 5 contains 162167 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 14080 members 
Mstep: Class 8 contains 47667 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37614 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 52553 members 
Mstep: Class 16 contains 29446 members 
Mstep: Class 17 contains 38534 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 76994 members 
Mstep: Class 21 contains 58360 members 
Mstep: Class 22 contains 166694 members 
Mstep: Class 23 contains 177481 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185037 members 
Mstep: Class 26 contains 2760 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477872.000000 Penalty: 98174.007812
Iteration 483Q: 29 clusters Score -1.804779e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 89208 members 
Mstep: Class 2 contains 49319 members 
Mstep: Class 3 contains 7376 members 
Mstep: Class 4 contains 176120 members 
Mstep: Class 5 contains 162174 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 14152 members 
Mstep: Class 8 contains 47657 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37607 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 52512 members 
Mstep: Class 16 contains 29504 members 
Mstep: Class 17 contains 38535 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 76983 members 
Mstep: Class 21 contains 58343 members 
Mstep: Class 22 contains 166719 members 
Mstep: Class 23 contains 177514 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185032 members 
Mstep: Class 26 contains 2761 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477856.000000 Penalty: 98174.007812
Iteration 484Q: 29 clusters Score -1.804779e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 89135 members 
Mstep: Class 2 contains 49305 members 
Mstep: Class 3 contains 7372 members 
Mstep: Class 4 contains 176112 members 
Mstep: Class 5 contains 162162 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 14221 members 
Mstep: Class 8 contains 47663 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37600 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 52483 members 
Mstep: Class 16 contains 29548 members 
Mstep: Class 17 contains 38525 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 76971 members 
Mstep: Class 21 contains 58319 members 
Mstep: Class 22 contains 166767 members 
Mstep: Class 23 contains 177540 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185031 members 
Mstep: Class 26 contains 2761 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477888.000000 Penalty: 98174.007812
Iteration 485Q: 29 clusters Score -1.804779e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 89067 members 
Mstep: Class 2 contains 49290 members 
Mstep: Class 3 contains 7365 members 
Mstep: Class 4 contains 176075 members 
Mstep: Class 5 contains 162178 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 14293 members 
Mstep: Class 8 contains 47654 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37584 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 52459 members 
Mstep: Class 16 contains 29606 members 
Mstep: Class 17 contains 38522 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 76956 members 
Mstep: Class 21 contains 58307 members 
Mstep: Class 22 contains 166825 members 
Mstep: Class 23 contains 177542 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185032 members 
Mstep: Class 26 contains 2761 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477792.000000 Penalty: 98174.007812
Iteration 486Q: 29 clusters Score -1.804778e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88988 members 
Mstep: Class 2 contains 49276 members 
Mstep: Class 3 contains 7359 members 
Mstep: Class 4 contains 176075 members 
Mstep: Class 5 contains 162166 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 14370 members 
Mstep: Class 8 contains 47654 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37566 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 52432 members 
Mstep: Class 16 contains 29661 members 
Mstep: Class 17 contains 38518 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 76944 members 
Mstep: Class 21 contains 58303 members 
Mstep: Class 22 contains 166856 members 
Mstep: Class 23 contains 177549 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185039 members 
Mstep: Class 26 contains 2761 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477648.000000 Penalty: 98174.007812
Iteration 487Q: 29 clusters Score -1.804776e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88922 members 
Mstep: Class 2 contains 49265 members 
Mstep: Class 3 contains 7353 members 
Mstep: Class 4 contains 176062 members 
Mstep: Class 5 contains 162129 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 14435 members 
Mstep: Class 8 contains 47646 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37546 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 52397 members 
Mstep: Class 16 contains 29709 members 
Mstep: Class 17 contains 38507 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 76935 members 
Mstep: Class 21 contains 58294 members 
Mstep: Class 22 contains 166876 members 
Mstep: Class 23 contains 177609 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185072 members 
Mstep: Class 26 contains 2761 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477520.000000 Penalty: 98174.007812
Iteration 488Q: 29 clusters Score -1.804775e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88865 members 
Mstep: Class 2 contains 49263 members 
Mstep: Class 3 contains 7341 members 
Mstep: Class 4 contains 176049 members 
Mstep: Class 5 contains 162117 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 14499 members 
Mstep: Class 8 contains 47635 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37535 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 52375 members 
Mstep: Class 16 contains 29756 members 
Mstep: Class 17 contains 38491 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 76918 members 
Mstep: Class 21 contains 58282 members 
Mstep: Class 22 contains 166910 members 
Mstep: Class 23 contains 177630 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185091 members 
Mstep: Class 26 contains 2761 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477376.000000 Penalty: 98174.007812
Iteration 489Q: 29 clusters Score -1.804774e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88813 members 
Mstep: Class 2 contains 49262 members 
Mstep: Class 3 contains 7333 members 
Mstep: Class 4 contains 176016 members 
Mstep: Class 5 contains 162130 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 14555 members 
Mstep: Class 8 contains 47618 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37530 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 52340 members 
Mstep: Class 16 contains 29801 members 
Mstep: Class 17 contains 38483 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 76903 members 
Mstep: Class 21 contains 58265 members 
Mstep: Class 22 contains 166925 members 
Mstep: Class 23 contains 177662 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185118 members 
Mstep: Class 26 contains 2761 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477104.000000 Penalty: 98174.007812
Iteration 490Q: 29 clusters Score -1.804771e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88762 members 
Mstep: Class 2 contains 49247 members 
Mstep: Class 3 contains 7325 members 
Mstep: Class 4 contains 175995 members 
Mstep: Class 5 contains 162124 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 14611 members 
Mstep: Class 8 contains 47603 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37516 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 52313 members 
Mstep: Class 16 contains 29849 members 
Mstep: Class 17 contains 38469 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 76872 members 
Mstep: Class 21 contains 58240 members 
Mstep: Class 22 contains 166987 members 
Mstep: Class 23 contains 177696 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185146 members 
Mstep: Class 26 contains 2760 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477104.000000 Penalty: 98174.007812
Iteration 491Q: 29 clusters Score -1.804771e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88716 members 
Mstep: Class 2 contains 49245 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 175983 members 
Mstep: Class 5 contains 162133 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 14659 members 
Mstep: Class 8 contains 47591 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37504 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 52289 members 
Mstep: Class 16 contains 29916 members 
Mstep: Class 17 contains 38453 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 76824 members 
Mstep: Class 21 contains 58215 members 
Mstep: Class 22 contains 167029 members 
Mstep: Class 23 contains 177726 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185155 members 
Mstep: Class 26 contains 2760 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477152.000000 Penalty: 98174.007812
Iteration 492Q: 29 clusters Score -1.804772e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88670 members 
Mstep: Class 2 contains 49237 members 
Mstep: Class 3 contains 7316 members 
Mstep: Class 4 contains 175934 members 
Mstep: Class 5 contains 162145 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 14704 members 
Mstep: Class 8 contains 47579 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37503 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 52270 members 
Mstep: Class 16 contains 29981 members 
Mstep: Class 17 contains 38446 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 76779 members 
Mstep: Class 21 contains 58191 members 
Mstep: Class 22 contains 167082 members 
Mstep: Class 23 contains 177748 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185173 members 
Mstep: Class 26 contains 2760 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477168.000000 Penalty: 98174.007812
Iteration 493Q: 29 clusters Score -1.804772e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88638 members 
Mstep: Class 2 contains 49222 members 
Mstep: Class 3 contains 7308 members 
Mstep: Class 4 contains 175906 members 
Mstep: Class 5 contains 162147 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 14754 members 
Mstep: Class 8 contains 47562 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37506 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 52232 members 
Mstep: Class 16 contains 30037 members 
Mstep: Class 17 contains 38440 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 76736 members 
Mstep: Class 21 contains 58166 members 
Mstep: Class 22 contains 167156 members 
Mstep: Class 23 contains 177747 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185200 members 
Mstep: Class 26 contains 2760 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477392.000000 Penalty: 98174.007812
Iteration 494Q: 29 clusters Score -1.804774e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88605 members 
Mstep: Class 2 contains 49220 members 
Mstep: Class 3 contains 7304 members 
Mstep: Class 4 contains 175886 members 
Mstep: Class 5 contains 162176 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 14807 members 
Mstep: Class 8 contains 47554 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37510 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 52198 members 
Mstep: Class 16 contains 30096 members 
Mstep: Class 17 contains 38432 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 76693 members 
Mstep: Class 21 contains 58132 members 
Mstep: Class 22 contains 167208 members 
Mstep: Class 23 contains 177721 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185214 members 
Mstep: Class 26 contains 2760 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477616.000000 Penalty: 98174.007812
Iteration 495Q: 29 clusters Score -1.804776e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88571 members 
Mstep: Class 2 contains 49212 members 
Mstep: Class 3 contains 7301 members 
Mstep: Class 4 contains 175858 members 
Mstep: Class 5 contains 162200 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 14861 members 
Mstep: Class 8 contains 47551 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37508 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 52174 members 
Mstep: Class 16 contains 30161 members 
Mstep: Class 17 contains 38423 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 76650 members 
Mstep: Class 21 contains 58094 members 
Mstep: Class 22 contains 167269 members 
Mstep: Class 23 contains 177707 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185216 members 
Mstep: Class 26 contains 2760 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477168.000000 Penalty: 98174.007812
Iteration 496Q: 29 clusters Score -1.804772e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88544 members 
Mstep: Class 2 contains 49202 members 
Mstep: Class 3 contains 7295 members 
Mstep: Class 4 contains 175801 members 
Mstep: Class 5 contains 162232 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 14911 members 
Mstep: Class 8 contains 47542 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37500 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 52151 members 
Mstep: Class 16 contains 30226 members 
Mstep: Class 17 contains 38415 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 76627 members 
Mstep: Class 21 contains 58072 members 
Mstep: Class 22 contains 167288 members 
Mstep: Class 23 contains 177726 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185226 members 
Mstep: Class 26 contains 2760 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477408.000000 Penalty: 98174.007812
Iteration 497Q: 29 clusters Score -1.804774e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88508 members 
Mstep: Class 2 contains 49196 members 
Mstep: Class 3 contains 7289 members 
Mstep: Class 4 contains 175765 members 
Mstep: Class 5 contains 162249 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 14964 members 
Mstep: Class 8 contains 47540 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37498 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 52123 members 
Mstep: Class 16 contains 30285 members 
Mstep: Class 17 contains 38405 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 76593 members 
Mstep: Class 21 contains 58055 members 
Mstep: Class 22 contains 167302 members 
Mstep: Class 23 contains 177740 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185244 members 
Mstep: Class 26 contains 2760 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477312.000000 Penalty: 98174.007812
Iteration 498Q: 29 clusters Score -1.804773e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88472 members 
Mstep: Class 2 contains 49196 members 
Mstep: Class 3 contains 7285 members 
Mstep: Class 4 contains 175724 members 
Mstep: Class 5 contains 162261 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 15010 members 
Mstep: Class 8 contains 47536 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37506 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 52100 members 
Mstep: Class 16 contains 30347 members 
Mstep: Class 17 contains 38396 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 76548 members 
Mstep: Class 21 contains 58044 members 
Mstep: Class 22 contains 167328 members 
Mstep: Class 23 contains 177754 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185248 members 
Mstep: Class 26 contains 2759 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180477136.000000 Penalty: 98174.007812
Iteration 499Q: 29 clusters Score -1.804771e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 88436 members 
Mstep: Class 2 contains 49194 members 
Mstep: Class 3 contains 7281 members 
Mstep: Class 4 contains 175693 members 
Mstep: Class 5 contains 162274 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 15068 members 
Mstep: Class 8 contains 47529 members 
Mstep: Class 9 contains 184 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 37511 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 52070 members 
Mstep: Class 16 contains 30415 members 
Mstep: Class 17 contains 38391 members 
Mstep: Class 18 contains 510 members 
Mstep: Class 19 contains 347 members 
Mstep: Class 20 contains 76507 members 
Mstep: Class 21 contains 58030 members 
Mstep: Class 22 contains 167364 members 
Mstep: Class 23 contains 177737 members 
Mstep: Class 24 contains 178 members 
Mstep: Class 25 contains 185254 members 
Mstep: Class 26 contains 2759 members 
Mstep: Class 27 contains 292 members 
Mstep: Class 28 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180476928.000000 Penalty: 98174.007812
Iteration 500F: 29 clusters Score -1.804769e+08 nChanged 937
Maximum iterations exceeded
--- Evaluating fit on full set of 4141529 points ---
Entering Unmasked Estep 
Score: -531554656.000000 Penalty: 105802.781250
24->29 Clusters: Score -531554656.000000, best is -532259360.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1380509 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58018 members 
Mstep: Class 2 contains 57657 members 
Mstep: Class 3 contains 57431 members 
Mstep: Class 4 contains 57323 members 
Mstep: Class 5 contains 57464 members 
Mstep: Class 6 contains 57454 members 
Mstep: Class 7 contains 57920 members 
Mstep: Class 8 contains 57320 members 
Mstep: Class 9 contains 57391 members 
Mstep: Class 10 contains 57806 members 
Mstep: Class 11 contains 57388 members 
Mstep: Class 12 contains 57353 members 
Mstep: Class 13 contains 57748 members 
Mstep: Class 14 contains 57429 members 
Mstep: Class 15 contains 57622 members 
Mstep: Class 16 contains 57365 members 
Mstep: Class 17 contains 57523 members 
Mstep: Class 18 contains 57531 members 
Mstep: Class 19 contains 57792 members 
Mstep: Class 20 contains 57109 members 
Mstep: Class 21 contains 57348 members 
Mstep: Class 22 contains 57420 members 
Mstep: Class 23 contains 57391 members 
Mstep: Class 24 contains 57706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 630.535889 but Gain 3506.210938
Score: -174415072.000000 Penalty: 80642.937500
Iteration 0F: 24 clusters Score -1.744151e+08 nChanged 1319584
Entering Unmasked Mstep 
Mstep: Class 0 contains 2709 members 
Mstep: Class 1 contains 118909 members 
Mstep: Class 3 contains 11371 members 
Mstep: Class 4 contains 104266 members 
Mstep: Class 5 contains 16479 members 
Mstep: Class 6 contains 25066 members 
Mstep: Class 7 contains 24722 members 
Mstep: Class 8 contains 34989 members 
Mstep: Class 9 contains 41811 members 
Mstep: Class 10 contains 29570 members 
Mstep: Class 11 contains 34794 members 
Mstep: Class 12 contains 42033 members 
Mstep: Class 13 contains 15387 members 
Mstep: Class 14 contains 22488 members 
Mstep: Class 15 contains 35141 members 
Mstep: Class 16 contains 219205 members 
Mstep: Class 17 contains 19345 members 
Mstep: Class 18 contains 6119 members 
Mstep: Class 19 contains 54343 members 
Mstep: Class 20 contains 32419 members 
Mstep: Class 21 contains 40334 members 
Mstep: Class 22 contains 9643 members 
Mstep: Class 23 contains 412612 members 
Mstep: Class 24 contains 26754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -178380128.000000 Penalty: 80642.937500
Iteration 1F: 24 clusters Score -1.783801e+08 nChanged 454327
Entering Unmasked Mstep 
Mstep: Class 0 contains 2442 members 
Mstep: Class 1 contains 134234 members 
Mstep: Class 3 contains 6254 members 
Mstep: Class 4 contains 90394 members 
Mstep: Class 5 contains 10899 members 
Mstep: Class 6 contains 25801 members 
Mstep: Class 7 contains 16786 members 
Mstep: Class 8 contains 25516 members 
Mstep: Class 9 contains 29771 members 
Mstep: Class 10 contains 18326 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 54305 members 
Mstep: Class 13 contains 5830 members 
Mstep: Class 14 contains 24618 members 
Mstep: Class 15 contains 35654 members 
Mstep: Class 16 contains 247384 members 
Mstep: Class 17 contains 13848 members 
Mstep: Class 18 contains 1899 members 
Mstep: Class 19 contains 43772 members 
Mstep: Class 20 contains 31493 members 
Mstep: Class 21 contains 44074 members 
Mstep: Class 22 contains 15726 members 
Mstep: Class 23 contains 467702 members 
Mstep: Class 24 contains 15449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2687.305420 but Gain 3506.218750
Score: -178887200.000000 Penalty: 77136.718750
Iteration 2F: 23 clusters Score -1.788872e+08 nChanged 344574
Entering Unmasked Mstep 
Mstep: Class 0 contains 1662 members 
Mstep: Class 1 contains 189539 members 
Mstep: Class 4 contains 100645 members 
Mstep: Class 5 contains 7963 members 
Mstep: Class 6 contains 23279 members 
Mstep: Class 7 contains 12612 members 
Mstep: Class 8 contains 19592 members 
Mstep: Class 9 contains 21510 members 
Mstep: Class 10 contains 13202 members 
Mstep: Class 11 contains 10449 members 
Mstep: Class 12 contains 65063 members 
Mstep: Class 13 contains 2308 members 
Mstep: Class 14 contains 23919 members 
Mstep: Class 15 contains 35017 members 
Mstep: Class 16 contains 276639 members 
Mstep: Class 17 contains 9689 members 
Mstep: Class 18 contains 2356 members 
Mstep: Class 19 contains 36491 members 
Mstep: Class 20 contains 30288 members 
Mstep: Class 21 contains 45773 members 
Mstep: Class 22 contains 19509 members 
Mstep: Class 23 contains 423480 members 
Mstep: Class 24 contains 9524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179229296.000000 Penalty: 77136.718750
Iteration 3F: 23 clusters Score -1.792293e+08 nChanged 257315
Entering Unmasked Mstep 
Mstep: Class 0 contains 1255 members 
Mstep: Class 1 contains 267852 members 
Mstep: Class 4 contains 122282 members 
Mstep: Class 5 contains 5947 members 
Mstep: Class 6 contains 17501 members 
Mstep: Class 7 contains 8536 members 
Mstep: Class 8 contains 14442 members 
Mstep: Class 9 contains 16072 members 
Mstep: Class 10 contains 9199 members 
Mstep: Class 11 contains 5961 members 
Mstep: Class 12 contains 73663 members 
Mstep: Class 13 contains 1445 members 
Mstep: Class 14 contains 19436 members 
Mstep: Class 15 contains 30722 members 
Mstep: Class 16 contains 232044 members 
Mstep: Class 17 contains 6752 members 
Mstep: Class 18 contains 2456 members 
Mstep: Class 19 contains 27649 members 
Mstep: Class 20 contains 26800 members 
Mstep: Class 21 contains 42769 members 
Mstep: Class 22 contains 17834 members 
Mstep: Class 23 contains 424304 members 
Mstep: Class 24 contains 5588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 2198.057129 but Gain 3506.210938
Score: -179430832.000000 Penalty: 73630.507812
Iteration 4F: 22 clusters Score -1.794308e+08 nChanged 201728
Entering Unmasked Mstep 
Mstep: Class 0 contains 913 members 
Mstep: Class 1 contains 299007 members 
Mstep: Class 4 contains 144871 members 
Mstep: Class 5 contains 5219 members 
Mstep: Class 6 contains 13530 members 
Mstep: Class 7 contains 6075 members 
Mstep: Class 8 contains 12609 members 
Mstep: Class 9 contains 11857 members 
Mstep: Class 10 contains 7251 members 
Mstep: Class 11 contains 3598 members 
Mstep: Class 12 contains 84445 members 
Mstep: Class 13 contains 1476 members 
Mstep: Class 14 contains 16733 members 
Mstep: Class 15 contains 28760 members 
Mstep: Class 16 contains 216636 members 
Mstep: Class 17 contains 5549 members 
Mstep: Class 18 contains 2434 members 
Mstep: Class 19 contains 22853 members 
Mstep: Class 20 contains 25267 members 
Mstep: Class 21 contains 40729 members 
Mstep: Class 22 contains 16693 members 
Mstep: Class 23 contains 414004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2546.250732 but Gain 3506.210938
Score: -179608272.000000 Penalty: 70124.296875
Iteration 5F: 21 clusters Score -1.796083e+08 nChanged 153155
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 286795 members 
Mstep: Class 4 contains 160331 members 
Mstep: Class 5 contains 5084 members 
Mstep: Class 6 contains 11287 members 
Mstep: Class 7 contains 4519 members 
Mstep: Class 8 contains 12499 members 
Mstep: Class 9 contains 8637 members 
Mstep: Class 10 contains 6541 members 
Mstep: Class 12 contains 97766 members 
Mstep: Class 13 contains 1703 members 
Mstep: Class 14 contains 15904 members 
Mstep: Class 15 contains 29621 members 
Mstep: Class 16 contains 216214 members 
Mstep: Class 17 contains 4991 members 
Mstep: Class 18 contains 3032 members 
Mstep: Class 19 contains 21085 members 
Mstep: Class 20 contains 25986 members 
Mstep: Class 21 contains 40693 members 
Mstep: Class 22 contains 16578 members 
Mstep: Class 23 contains 410969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179709088.000000 Penalty: 70124.296875
Iteration 6F: 21 clusters Score -1.797091e+08 nChanged 124213
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 269036 members 
Mstep: Class 4 contains 170884 members 
Mstep: Class 5 contains 5077 members 
Mstep: Class 6 contains 9629 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 12730 members 
Mstep: Class 9 contains 6786 members 
Mstep: Class 10 contains 6137 members 
Mstep: Class 12 contains 112901 members 
Mstep: Class 13 contains 2041 members 
Mstep: Class 14 contains 15485 members 
Mstep: Class 15 contains 32032 members 
Mstep: Class 16 contains 213092 members 
Mstep: Class 17 contains 4625 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 20720 members 
Mstep: Class 20 contains 27659 members 
Mstep: Class 21 contains 41861 members 
Mstep: Class 22 contains 17209 members 
Mstep: Class 23 contains 405983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3024.430420 but Gain 3506.218750
Score: -179778944.000000 Penalty: 66618.078125
Iteration 7F: 20 clusters Score -1.797789e+08 nChanged 111200
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 253389 members 
Mstep: Class 4 contains 179289 members 
Mstep: Class 5 contains 5190 members 
Mstep: Class 6 contains 8607 members 
Mstep: Class 8 contains 12886 members 
Mstep: Class 9 contains 5795 members 
Mstep: Class 10 contains 5925 members 
Mstep: Class 12 contains 129904 members 
Mstep: Class 13 contains 2852 members 
Mstep: Class 14 contains 15525 members 
Mstep: Class 15 contains 36062 members 
Mstep: Class 16 contains 207568 members 
Mstep: Class 17 contains 4316 members 
Mstep: Class 18 contains 3162 members 
Mstep: Class 19 contains 20971 members 
Mstep: Class 20 contains 30012 members 
Mstep: Class 21 contains 44422 members 
Mstep: Class 22 contains 18142 members 
Mstep: Class 23 contains 396377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179837728.000000 Penalty: 66618.078125
Iteration 8F: 20 clusters Score -1.798377e+08 nChanged 98216
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 236841 members 
Mstep: Class 4 contains 186893 members 
Mstep: Class 5 contains 5260 members 
Mstep: Class 6 contains 8078 members 
Mstep: Class 8 contains 12755 members 
Mstep: Class 9 contains 5158 members 
Mstep: Class 10 contains 5831 members 
Mstep: Class 12 contains 149041 members 
Mstep: Class 13 contains 3028 members 
Mstep: Class 14 contains 15657 members 
Mstep: Class 15 contains 41013 members 
Mstep: Class 16 contains 199851 members 
Mstep: Class 17 contains 3998 members 
Mstep: Class 18 contains 3165 members 
Mstep: Class 19 contains 21388 members 
Mstep: Class 20 contains 32791 members 
Mstep: Class 21 contains 48236 members 
Mstep: Class 22 contains 19238 members 
Mstep: Class 23 contains 382175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179900768.000000 Penalty: 66618.078125
Iteration 9F: 20 clusters Score -1.799008e+08 nChanged 94124
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 220334 members 
Mstep: Class 4 contains 194551 members 
Mstep: Class 5 contains 5206 members 
Mstep: Class 6 contains 7834 members 
Mstep: Class 8 contains 12277 members 
Mstep: Class 9 contains 4736 members 
Mstep: Class 10 contains 5636 members 
Mstep: Class 12 contains 172928 members 
Mstep: Class 13 contains 3079 members 
Mstep: Class 14 contains 15864 members 
Mstep: Class 15 contains 46681 members 
Mstep: Class 16 contains 188271 members 
Mstep: Class 17 contains 3733 members 
Mstep: Class 18 contains 3169 members 
Mstep: Class 19 contains 21858 members 
Mstep: Class 20 contains 35678 members 
Mstep: Class 21 contains 53066 members 
Mstep: Class 22 contains 20433 members 
Mstep: Class 23 contains 365066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179965392.000000 Penalty: 66618.078125
Iteration 10F: 20 clusters Score -1.799654e+08 nChanged 102889
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 199582 members 
Mstep: Class 4 contains 202346 members 
Mstep: Class 5 contains 4818 members 
Mstep: Class 6 contains 7817 members 
Mstep: Class 8 contains 11849 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 5136 members 
Mstep: Class 12 contains 205409 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 14 contains 16310 members 
Mstep: Class 15 contains 52626 members 
Mstep: Class 16 contains 171026 members 
Mstep: Class 17 contains 3401 members 
Mstep: Class 18 contains 3169 members 
Mstep: Class 19 contains 22371 members 
Mstep: Class 20 contains 38777 members 
Mstep: Class 21 contains 58821 members 
Mstep: Class 22 contains 21694 members 
Mstep: Class 23 contains 347779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179986736.000000 Penalty: 66618.078125
Iteration 11F: 20 clusters Score -1.799867e+08 nChanged 101887
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 180786 members 
Mstep: Class 4 contains 211520 members 
Mstep: Class 5 contains 4413 members 
Mstep: Class 6 contains 8079 members 
Mstep: Class 8 contains 11929 members 
Mstep: Class 9 contains 4123 members 
Mstep: Class 10 contains 4755 members 
Mstep: Class 12 contains 226212 members 
Mstep: Class 13 contains 3022 members 
Mstep: Class 14 contains 17033 members 
Mstep: Class 15 contains 59381 members 
Mstep: Class 16 contains 155460 members 
Mstep: Class 17 contains 3126 members 
Mstep: Class 18 contains 3171 members 
Mstep: Class 19 contains 23456 members 
Mstep: Class 20 contains 42523 members 
Mstep: Class 21 contains 65417 members 
Mstep: Class 22 contains 23027 members 
Mstep: Class 23 contains 332967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3457.711426 but Gain 3506.214844
Score: -179980528.000000 Penalty: 63111.863281
Iteration 12F: 19 clusters Score -1.799805e+08 nChanged 93323
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 173008 members 
Mstep: Class 4 contains 221795 members 
Mstep: Class 5 contains 4267 members 
Mstep: Class 6 contains 8449 members 
Mstep: Class 8 contains 12178 members 
Mstep: Class 9 contains 3928 members 
Mstep: Class 10 contains 4669 members 
Mstep: Class 12 contains 222136 members 
Mstep: Class 13 contains 3023 members 
Mstep: Class 14 contains 17797 members 
Mstep: Class 15 contains 68428 members 
Mstep: Class 16 contains 153199 members 
Mstep: Class 18 contains 3173 members 
Mstep: Class 19 contains 24720 members 
Mstep: Class 20 contains 46556 members 
Mstep: Class 21 contains 72803 members 
Mstep: Class 22 contains 24487 members 
Mstep: Class 23 contains 315784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -179996704.000000 Penalty: 63111.863281
Iteration 13F: 19 clusters Score -1.799967e+08 nChanged 81676
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 167751 members 
Mstep: Class 4 contains 232824 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 8920 members 
Mstep: Class 8 contains 12328 members 
Mstep: Class 9 contains 3649 members 
Mstep: Class 10 contains 4641 members 
Mstep: Class 12 contains 211507 members 
Mstep: Class 13 contains 3014 members 
Mstep: Class 14 contains 18554 members 
Mstep: Class 15 contains 77741 members 
Mstep: Class 16 contains 155089 members 
Mstep: Class 18 contains 3175 members 
Mstep: Class 19 contains 25840 members 
Mstep: Class 20 contains 50712 members 
Mstep: Class 21 contains 80836 members 
Mstep: Class 22 contains 26112 members 
Mstep: Class 23 contains 293508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180015952.000000 Penalty: 63111.863281
Iteration 14F: 19 clusters Score -1.80016e+08 nChanged 78809
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 163374 members 
Mstep: Class 4 contains 245284 members 
Mstep: Class 5 contains 4154 members 
Mstep: Class 6 contains 9576 members 
Mstep: Class 8 contains 12284 members 
Mstep: Class 9 contains 3398 members 
Mstep: Class 10 contains 4586 members 
Mstep: Class 12 contains 202447 members 
Mstep: Class 13 contains 2991 members 
Mstep: Class 14 contains 19276 members 
Mstep: Class 15 contains 87925 members 
Mstep: Class 16 contains 157367 members 
Mstep: Class 18 contains 3175 members 
Mstep: Class 19 contains 26780 members 
Mstep: Class 20 contains 54915 members 
Mstep: Class 21 contains 90157 members 
Mstep: Class 22 contains 27833 members 
Mstep: Class 23 contains 264877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180073312.000000 Penalty: 63111.863281
Iteration 15F: 19 clusters Score -1.800733e+08 nChanged 69704
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 160332 members 
Mstep: Class 4 contains 254826 members 
Mstep: Class 5 contains 4076 members 
Mstep: Class 6 contains 10245 members 
Mstep: Class 8 contains 11948 members 
Mstep: Class 9 contains 3133 members 
Mstep: Class 10 contains 4467 members 
Mstep: Class 12 contains 194769 members 
Mstep: Class 13 contains 2987 members 
Mstep: Class 14 contains 19758 members 
Mstep: Class 15 contains 97619 members 
Mstep: Class 16 contains 158395 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 19 contains 27421 members 
Mstep: Class 20 contains 58611 members 
Mstep: Class 21 contains 99410 members 
Mstep: Class 22 contains 29738 members 
Mstep: Class 23 contains 239486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180114064.000000 Penalty: 63111.863281
Iteration 16F: 19 clusters Score -1.801141e+08 nChanged 67343
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 157984 members 
Mstep: Class 4 contains 262436 members 
Mstep: Class 5 contains 3936 members 
Mstep: Class 6 contains 11020 members 
Mstep: Class 8 contains 11437 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 4272 members 
Mstep: Class 12 contains 188342 members 
Mstep: Class 13 contains 2979 members 
Mstep: Class 14 contains 20075 members 
Mstep: Class 15 contains 107151 members 
Mstep: Class 16 contains 158532 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 19 contains 27870 members 
Mstep: Class 20 contains 61934 members 
Mstep: Class 21 contains 108865 members 
Mstep: Class 22 contains 31632 members 
Mstep: Class 23 contains 215781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180150544.000000 Penalty: 63111.863281
Iteration 17Q: 19 clusters Score -1.801505e+08 nChanged 63887
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 156131 members 
Mstep: Class 4 contains 267506 members 
Mstep: Class 5 contains 3799 members 
Mstep: Class 6 contains 11787 members 
Mstep: Class 8 contains 10705 members 
Mstep: Class 9 contains 2863 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 12 contains 183125 members 
Mstep: Class 13 contains 2967 members 
Mstep: Class 14 contains 20327 members 
Mstep: Class 15 contains 116452 members 
Mstep: Class 16 contains 157889 members 
Mstep: Class 18 contains 3181 members 
Mstep: Class 19 contains 28172 members 
Mstep: Class 20 contains 64672 members 
Mstep: Class 21 contains 118354 members 
Mstep: Class 22 contains 33565 members 
Mstep: Class 23 contains 194863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180186720.000000 Penalty: 63111.863281
Iteration 18Q: 19 clusters Score -1.801867e+08 nChanged 57662
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 154771 members 
Mstep: Class 4 contains 269012 members 
Mstep: Class 5 contains 3646 members 
Mstep: Class 6 contains 12482 members 
Mstep: Class 8 contains 9796 members 
Mstep: Class 9 contains 2781 members 
Mstep: Class 10 contains 3777 members 
Mstep: Class 12 contains 178811 members 
Mstep: Class 13 contains 2958 members 
Mstep: Class 14 contains 20464 members 
Mstep: Class 15 contains 124995 members 
Mstep: Class 16 contains 156738 members 
Mstep: Class 18 contains 3182 members 
Mstep: Class 19 contains 28337 members 
Mstep: Class 20 contains 66628 members 
Mstep: Class 21 contains 127006 members 
Mstep: Class 22 contains 35558 members 
Mstep: Class 23 contains 179457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180213568.000000 Penalty: 63111.863281
Iteration 19Q: 19 clusters Score -1.802136e+08 nChanged 50618
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 154209 members 
Mstep: Class 4 contains 267453 members 
Mstep: Class 5 contains 3467 members 
Mstep: Class 6 contains 13008 members 
Mstep: Class 8 contains 8763 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 3528 members 
Mstep: Class 12 contains 174993 members 
Mstep: Class 13 contains 2961 members 
Mstep: Class 14 contains 20526 members 
Mstep: Class 15 contains 132360 members 
Mstep: Class 16 contains 155478 members 
Mstep: Class 18 contains 3183 members 
Mstep: Class 19 contains 28300 members 
Mstep: Class 20 contains 67981 members 
Mstep: Class 21 contains 134334 members 
Mstep: Class 22 contains 37377 members 
Mstep: Class 23 contains 169748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180229280.000000 Penalty: 63111.863281
Iteration 20F: 19 clusters Score -1.802293e+08 nChanged 44735
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 154257 members 
Mstep: Class 4 contains 263828 members 
Mstep: Class 5 contains 3301 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 8 contains 7770 members 
Mstep: Class 9 contains 2688 members 
Mstep: Class 10 contains 3291 members 
Mstep: Class 12 contains 172374 members 
Mstep: Class 13 contains 2956 members 
Mstep: Class 14 contains 20563 members 
Mstep: Class 15 contains 138823 members 
Mstep: Class 16 contains 154538 members 
Mstep: Class 18 contains 3182 members 
Mstep: Class 19 contains 28161 members 
Mstep: Class 20 contains 68853 members 
Mstep: Class 21 contains 140511 members 
Mstep: Class 22 contains 39029 members 
Mstep: Class 23 contains 162904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180241488.000000 Penalty: 63111.863281
Iteration 21Q: 19 clusters Score -1.802415e+08 nChanged 39776
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 154379 members 
Mstep: Class 4 contains 259375 members 
Mstep: Class 5 contains 3161 members 
Mstep: Class 6 contains 13717 members 
Mstep: Class 8 contains 6794 members 
Mstep: Class 9 contains 2649 members 
Mstep: Class 10 contains 3106 members 
Mstep: Class 12 contains 170580 members 
Mstep: Class 13 contains 2956 members 
Mstep: Class 14 contains 20674 members 
Mstep: Class 15 contains 144689 members 
Mstep: Class 16 contains 154036 members 
Mstep: Class 18 contains 3181 members 
Mstep: Class 19 contains 27954 members 
Mstep: Class 20 contains 69509 members 
Mstep: Class 21 contains 145684 members 
Mstep: Class 22 contains 40449 members 
Mstep: Class 23 contains 157506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180252096.000000 Penalty: 63111.863281
Iteration 22Q: 19 clusters Score -1.802521e+08 nChanged 35407
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 154092 members 
Mstep: Class 4 contains 254114 members 
Mstep: Class 5 contains 3002 members 
Mstep: Class 6 contains 14007 members 
Mstep: Class 8 contains 6026 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 10 contains 2955 members 
Mstep: Class 12 contains 169050 members 
Mstep: Class 13 contains 2954 members 
Mstep: Class 14 contains 20784 members 
Mstep: Class 15 contains 150391 members 
Mstep: Class 16 contains 153301 members 
Mstep: Class 18 contains 3179 members 
Mstep: Class 19 contains 27717 members 
Mstep: Class 20 contains 69864 members 
Mstep: Class 21 contains 150795 members 
Mstep: Class 22 contains 41749 members 
Mstep: Class 23 contains 153785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180263296.000000 Penalty: 63111.863281
Iteration 23Q: 19 clusters Score -1.802633e+08 nChanged 33224
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 153580 members 
Mstep: Class 4 contains 248551 members 
Mstep: Class 5 contains 2857 members 
Mstep: Class 6 contains 14280 members 
Mstep: Class 8 contains 5359 members 
Mstep: Class 9 contains 2626 members 
Mstep: Class 10 contains 2772 members 
Mstep: Class 12 contains 167724 members 
Mstep: Class 13 contains 2948 members 
Mstep: Class 14 contains 20861 members 
Mstep: Class 15 contains 156266 members 
Mstep: Class 16 contains 151980 members 
Mstep: Class 18 contains 3179 members 
Mstep: Class 19 contains 27523 members 
Mstep: Class 20 contains 69974 members 
Mstep: Class 21 contains 156090 members 
Mstep: Class 22 contains 42903 members 
Mstep: Class 23 contains 150926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180275824.000000 Penalty: 63111.863281
Iteration 24Q: 19 clusters Score -1.802758e+08 nChanged 33900
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 152231 members 
Mstep: Class 4 contains 242539 members 
Mstep: Class 5 contains 2735 members 
Mstep: Class 6 contains 14437 members 
Mstep: Class 8 contains 4840 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 2633 members 
Mstep: Class 12 contains 166178 members 
Mstep: Class 13 contains 2941 members 
Mstep: Class 14 contains 20894 members 
Mstep: Class 15 contains 162871 members 
Mstep: Class 16 contains 149537 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 19 contains 27339 members 
Mstep: Class 20 contains 70053 members 
Mstep: Class 21 contains 162829 members 
Mstep: Class 22 contains 43904 members 
Mstep: Class 23 contains 148623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3363.422119 but Gain 3506.214844
Score: -180286256.000000 Penalty: 59605.648438
Iteration 25Q: 18 clusters Score -1.802863e+08 nChanged 40764
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 150401 members 
Mstep: Class 4 contains 236362 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 14521 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 2643 members 
Mstep: Class 12 contains 165765 members 
Mstep: Class 13 contains 2935 members 
Mstep: Class 14 contains 20779 members 
Mstep: Class 15 contains 170223 members 
Mstep: Class 16 contains 145453 members 
Mstep: Class 18 contains 3177 members 
Mstep: Class 19 contains 27240 members 
Mstep: Class 20 contains 70106 members 
Mstep: Class 21 contains 171776 members 
Mstep: Class 22 contains 44786 members 
Mstep: Class 23 contains 147125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3388.494141 but Gain 3506.214844
Score: -180294320.000000 Penalty: 56099.433594
Iteration 26Q: 17 clusters Score -1.802943e+08 nChanged 50546
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 147639 members 
Mstep: Class 4 contains 230513 members 
Mstep: Class 6 contains 14572 members 
Mstep: Class 8 contains 4277 members 
Mstep: Class 9 contains 2667 members 
Mstep: Class 12 contains 164627 members 
Mstep: Class 13 contains 2926 members 
Mstep: Class 14 contains 20571 members 
Mstep: Class 15 contains 177831 members 
Mstep: Class 16 contains 139177 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 19 contains 28206 members 
Mstep: Class 20 contains 70200 members 
Mstep: Class 21 contains 182054 members 
Mstep: Class 22 contains 45580 members 
Mstep: Class 23 contains 146383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180294864.000000 Penalty: 56099.433594
Iteration 27Q: 17 clusters Score -1.802949e+08 nChanged 57619
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 144246 members 
Mstep: Class 4 contains 225348 members 
Mstep: Class 6 contains 14599 members 
Mstep: Class 8 contains 4091 members 
Mstep: Class 9 contains 2717 members 
Mstep: Class 12 contains 163478 members 
Mstep: Class 13 contains 2916 members 
Mstep: Class 14 contains 20424 members 
Mstep: Class 15 contains 183824 members 
Mstep: Class 16 contains 132016 members 
Mstep: Class 18 contains 3175 members 
Mstep: Class 19 contains 28294 members 
Mstep: Class 20 contains 70639 members 
Mstep: Class 21 contains 191318 members 
Mstep: Class 22 contains 46331 members 
Mstep: Class 23 contains 146983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180285504.000000 Penalty: 56099.433594
Iteration 28Q: 17 clusters Score -1.802855e+08 nChanged 58642
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 142103 members 
Mstep: Class 4 contains 221687 members 
Mstep: Class 6 contains 14788 members 
Mstep: Class 8 contains 3836 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 12 contains 164574 members 
Mstep: Class 13 contains 2912 members 
Mstep: Class 14 contains 20348 members 
Mstep: Class 15 contains 186788 members 
Mstep: Class 16 contains 126090 members 
Mstep: Class 18 contains 3175 members 
Mstep: Class 19 contains 28346 members 
Mstep: Class 20 contains 71275 members 
Mstep: Class 21 contains 194829 members 
Mstep: Class 22 contains 47063 members 
Mstep: Class 23 contains 149799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180279616.000000 Penalty: 56099.433594
Iteration 29Q: 17 clusters Score -1.802796e+08 nChanged 51053
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 142448 members 
Mstep: Class 4 contains 219015 members 
Mstep: Class 6 contains 14994 members 
Mstep: Class 8 contains 3545 members 
Mstep: Class 9 contains 2825 members 
Mstep: Class 12 contains 167552 members 
Mstep: Class 13 contains 2908 members 
Mstep: Class 14 contains 20417 members 
Mstep: Class 15 contains 186727 members 
Mstep: Class 16 contains 123733 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 19 contains 28417 members 
Mstep: Class 20 contains 72178 members 
Mstep: Class 21 contains 190734 members 
Mstep: Class 22 contains 47768 members 
Mstep: Class 23 contains 153962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180285088.000000 Penalty: 56099.433594
Iteration 30Q: 17 clusters Score -1.802851e+08 nChanged 40912
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 144534 members 
Mstep: Class 4 contains 216701 members 
Mstep: Class 6 contains 15125 members 
Mstep: Class 8 contains 3231 members 
Mstep: Class 9 contains 2815 members 
Mstep: Class 12 contains 170595 members 
Mstep: Class 13 contains 2910 members 
Mstep: Class 14 contains 20471 members 
Mstep: Class 15 contains 184519 members 
Mstep: Class 16 contains 124148 members 
Mstep: Class 18 contains 3177 members 
Mstep: Class 19 contains 28420 members 
Mstep: Class 20 contains 73128 members 
Mstep: Class 21 contains 184929 members 
Mstep: Class 22 contains 48475 members 
Mstep: Class 23 contains 157221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180294864.000000 Penalty: 56099.433594
Iteration 31Q: 17 clusters Score -1.802949e+08 nChanged 34024
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 147367 members 
Mstep: Class 4 contains 214646 members 
Mstep: Class 6 contains 15178 members 
Mstep: Class 8 contains 2965 members 
Mstep: Class 9 contains 2746 members 
Mstep: Class 12 contains 172660 members 
Mstep: Class 13 contains 2912 members 
Mstep: Class 14 contains 20554 members 
Mstep: Class 15 contains 181347 members 
Mstep: Class 16 contains 126247 members 
Mstep: Class 18 contains 3177 members 
Mstep: Class 19 contains 28394 members 
Mstep: Class 20 contains 73862 members 
Mstep: Class 21 contains 180060 members 
Mstep: Class 22 contains 49150 members 
Mstep: Class 23 contains 159134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180304400.000000 Penalty: 56099.433594
Iteration 32Q: 17 clusters Score -1.803044e+08 nChanged 29763
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 150638 members 
Mstep: Class 4 contains 212540 members 
Mstep: Class 6 contains 15172 members 
Mstep: Class 8 contains 2727 members 
Mstep: Class 9 contains 2634 members 
Mstep: Class 12 contains 173769 members 
Mstep: Class 13 contains 2905 members 
Mstep: Class 14 contains 20654 members 
Mstep: Class 15 contains 177975 members 
Mstep: Class 16 contains 129563 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 19 contains 28259 members 
Mstep: Class 20 contains 74527 members 
Mstep: Class 21 contains 176376 members 
Mstep: Class 22 contains 49804 members 
Mstep: Class 23 contains 159678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180311040.000000 Penalty: 56099.433594
Iteration 33Q: 17 clusters Score -1.80311e+08 nChanged 26151
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 154262 members 
Mstep: Class 4 contains 210446 members 
Mstep: Class 6 contains 15102 members 
Mstep: Class 8 contains 2506 members 
Mstep: Class 9 contains 2507 members 
Mstep: Class 12 contains 174043 members 
Mstep: Class 13 contains 2895 members 
Mstep: Class 14 contains 20696 members 
Mstep: Class 15 contains 174994 members 
Mstep: Class 16 contains 133348 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 19 contains 28085 members 
Mstep: Class 20 contains 75030 members 
Mstep: Class 21 contains 173380 members 
Mstep: Class 22 contains 50448 members 
Mstep: Class 23 contains 159479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3348.270996 but Gain 3506.214844
Score: -180316192.000000 Penalty: 52593.218750
Iteration 34Q: 16 clusters Score -1.803162e+08 nChanged 25042
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 157458 members 
Mstep: Class 4 contains 208932 members 
Mstep: Class 6 contains 14991 members 
Mstep: Class 8 contains 2307 members 
Mstep: Class 12 contains 173975 members 
Mstep: Class 13 contains 2892 members 
Mstep: Class 14 contains 20793 members 
Mstep: Class 15 contains 172707 members 
Mstep: Class 16 contains 138239 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 19 contains 27888 members 
Mstep: Class 20 contains 75520 members 
Mstep: Class 21 contains 171356 members 
Mstep: Class 22 contains 51052 members 
Mstep: Class 23 contains 159111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180326368.000000 Penalty: 52593.218750
Iteration 35Q: 16 clusters Score -1.803264e+08 nChanged 21186
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 160200 members 
Mstep: Class 4 contains 206415 members 
Mstep: Class 6 contains 14896 members 
Mstep: Class 8 contains 2130 members 
Mstep: Class 12 contains 173527 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 14 contains 20974 members 
Mstep: Class 15 contains 170612 members 
Mstep: Class 16 contains 142987 members 
Mstep: Class 18 contains 3178 members 
Mstep: Class 19 contains 27704 members 
Mstep: Class 20 contains 75659 members 
Mstep: Class 21 contains 169499 members 
Mstep: Class 22 contains 51695 members 
Mstep: Class 23 contains 158034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180331440.000000 Penalty: 52593.218750
Iteration 36Q: 16 clusters Score -1.803314e+08 nChanged 18991
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 162311 members 
Mstep: Class 4 contains 203967 members 
Mstep: Class 6 contains 14874 members 
Mstep: Class 8 contains 1987 members 
Mstep: Class 12 contains 173032 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 14 contains 21140 members 
Mstep: Class 15 contains 168886 members 
Mstep: Class 16 contains 147835 members 
Mstep: Class 18 contains 3177 members 
Mstep: Class 19 contains 27510 members 
Mstep: Class 20 contains 75657 members 
Mstep: Class 21 contains 167857 members 
Mstep: Class 22 contains 52264 members 
Mstep: Class 23 contains 157008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180336800.000000 Penalty: 52593.218750
Iteration 37Q: 16 clusters Score -1.803368e+08 nChanged 17281
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 163662 members 
Mstep: Class 4 contains 201500 members 
Mstep: Class 6 contains 14939 members 
Mstep: Class 8 contains 1871 members 
Mstep: Class 12 contains 172487 members 
Mstep: Class 13 contains 2899 members 
Mstep: Class 14 contains 21368 members 
Mstep: Class 15 contains 167716 members 
Mstep: Class 16 contains 152558 members 
Mstep: Class 18 contains 3177 members 
Mstep: Class 19 contains 27330 members 
Mstep: Class 20 contains 75563 members 
Mstep: Class 21 contains 166323 members 
Mstep: Class 22 contains 52792 members 
Mstep: Class 23 contains 156214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180342880.000000 Penalty: 52593.218750
Iteration 38Q: 16 clusters Score -1.803429e+08 nChanged 17045
Entering ConstructFrom: 
Score: -180342880.000000 Penalty: 52593.218750
Entering ConstructFrom: 
Trying to split cluster 1 (164286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164286 members 
Entering Unmasked Estep 
Score: -21693338.000000 Penalty: 2978.322266
	Iteration 0F: 2 clusters Score -2.169334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81982 members 
Mstep: Class 2 contains 82304 members 
Entering Unmasked Estep 
Score: -21586086.000000 Penalty: 5956.644531
	Iteration 0F: 3 clusters Score -2.158609e+07 nChanged 78658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81824 members 
Mstep: Class 2 contains 82462 members 
Entering Unmasked Estep 
Score: -21632552.000000 Penalty: 5956.644531
	Iteration 1F: 3 clusters Score -2.163255e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82320 members 
Mstep: Class 2 contains 81966 members 
Entering Unmasked Estep 
Score: -21634538.000000 Penalty: 5956.644531
	Iteration 2Q: 3 clusters Score -2.163454e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83216 members 
Mstep: Class 2 contains 81070 members 
Entering Unmasked Estep 
Score: -21637104.000000 Penalty: 5956.644531
	Iteration 3Q: 3 clusters Score -2.16371e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 79626 members 
Entering Unmasked Estep 
Score: -21641012.000000 Penalty: 5956.644531
	Iteration 4Q: 3 clusters Score -2.164101e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86733 members 
Mstep: Class 2 contains 77553 members 
Entering Unmasked Estep 
Score: -21645796.000000 Penalty: 5956.644531
	Iteration 5F: 3 clusters Score -2.16458e+07 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89326 members 
Mstep: Class 2 contains 74960 members 
Entering Unmasked Estep 
Score: -21651610.000000 Penalty: 5956.644531
	Iteration 6F: 3 clusters Score -2.165161e+07 nChanged 10275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92577 members 
Mstep: Class 2 contains 71709 members 
Entering Unmasked Estep 
Score: -21657114.000000 Penalty: 5956.644531
	Iteration 7F: 3 clusters Score -2.165711e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96235 members 
Mstep: Class 2 contains 68051 members 
Entering Unmasked Estep 
Score: -21662334.000000 Penalty: 5956.644531
	Iteration 8F: 3 clusters Score -2.166233e+07 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100027 members 
Mstep: Class 2 contains 64259 members 
Entering Unmasked Estep 
Score: -21667454.000000 Penalty: 5956.644531
	Iteration 9F: 3 clusters Score -2.166745e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103720 members 
Mstep: Class 2 contains 60566 members 
Entering Unmasked Estep 
Score: -21671790.000000 Penalty: 5956.644531
	Iteration 10Q: 3 clusters Score -2.167179e+07 nChanged 6127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107091 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -21674998.000000 Penalty: 5956.644531
	Iteration 11Q: 3 clusters Score -2.1675e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110218 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -21676944.000000 Penalty: 5956.644531
	Iteration 12Q: 3 clusters Score -2.167694e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113138 members 
Mstep: Class 2 contains 51148 members 
Entering Unmasked Estep 
Score: -21678320.000000 Penalty: 5956.644531
	Iteration 13Q: 3 clusters Score -2.167832e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115932 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -21679542.000000 Penalty: 5956.644531
	Iteration 14Q: 3 clusters Score -2.167954e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118707 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -21680600.000000 Penalty: 5956.644531
	Iteration 15Q: 3 clusters Score -2.16806e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121430 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -21681542.000000 Penalty: 5956.644531
	Iteration 16Q: 3 clusters Score -2.168154e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124100 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -21682580.000000 Penalty: 5956.644531
	Iteration 17Q: 3 clusters Score -2.168258e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126761 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -21683626.000000 Penalty: 5956.644531
	Iteration 18Q: 3 clusters Score -2.168363e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129386 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -21684568.000000 Penalty: 5956.644531
	Iteration 19Q: 3 clusters Score -2.168457e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131871 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -21685616.000000 Penalty: 5956.644531
	Iteration 20F: 3 clusters Score -2.168562e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134183 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -21686588.000000 Penalty: 5956.644531
	Iteration 21Q: 3 clusters Score -2.168659e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136359 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -21687374.000000 Penalty: 5956.644531
	Iteration 22Q: 3 clusters Score -2.168737e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138441 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -21688252.000000 Penalty: 5956.644531
	Iteration 23Q: 3 clusters Score -2.168825e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140367 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -21689058.000000 Penalty: 5956.644531
	Iteration 24Q: 3 clusters Score -2.168906e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142077 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -21689778.000000 Penalty: 5956.644531
	Iteration 25Q: 3 clusters Score -2.168978e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143688 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -21690276.000000 Penalty: 5956.644531
	Iteration 26Q: 3 clusters Score -2.169028e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145294 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -21690966.000000 Penalty: 5956.644531
	Iteration 27Q: 3 clusters Score -2.169097e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146832 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -21691518.000000 Penalty: 5956.644531
	Iteration 28Q: 3 clusters Score -2.169152e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148314 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -21692146.000000 Penalty: 5956.644531
	Iteration 29Q: 3 clusters Score -2.169215e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149669 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -21692624.000000 Penalty: 5956.644531
	Iteration 30Q: 3 clusters Score -2.169262e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150951 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -21693046.000000 Penalty: 5956.644531
	Iteration 31Q: 3 clusters Score -2.169305e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152146 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -21693526.000000 Penalty: 5956.644531
	Iteration 32Q: 3 clusters Score -2.169353e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153280 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -21693890.000000 Penalty: 5956.644531
	Iteration 33Q: 3 clusters Score -2.169389e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154362 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -21694240.000000 Penalty: 5956.644531
	Iteration 34Q: 3 clusters Score -2.169424e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155395 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -21694536.000000 Penalty: 5956.644531
	Iteration 35Q: 3 clusters Score -2.169454e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156306 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -21694676.000000 Penalty: 5956.644531
	Iteration 36Q: 3 clusters Score -2.169468e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157151 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -21694852.000000 Penalty: 5956.644531
	Iteration 37Q: 3 clusters Score -2.169485e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157910 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -21694974.000000 Penalty: 5956.644531
	Iteration 38Q: 3 clusters Score -2.169497e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158525 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -21695060.000000 Penalty: 5956.644531
	Iteration 39Q: 3 clusters Score -2.169506e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159043 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -21695160.000000 Penalty: 5956.644531
	Iteration 40F: 3 clusters Score -2.169516e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159501 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -21695184.000000 Penalty: 5956.644531
	Iteration 41Q: 3 clusters Score -2.169518e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159862 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -21695222.000000 Penalty: 5956.644531
	Iteration 42Q: 3 clusters Score -2.169522e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160176 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -21695240.000000 Penalty: 5956.644531
	Iteration 43Q: 3 clusters Score -2.169524e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160416 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -21695234.000000 Penalty: 5956.644531
	Iteration 44Q: 3 clusters Score -2.169523e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160640 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -21695222.000000 Penalty: 5956.644531
	Iteration 45Q: 3 clusters Score -2.169522e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160810 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -21695118.000000 Penalty: 5956.644531
	Iteration 46Q: 3 clusters Score -2.169512e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160953 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -21695124.000000 Penalty: 5956.644531
	Iteration 47Q: 3 clusters Score -2.169512e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161092 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -21695076.000000 Penalty: 5956.644531
	Iteration 48Q: 3 clusters Score -2.169508e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161202 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -21695056.000000 Penalty: 5956.644531
	Iteration 49Q: 3 clusters Score -2.169506e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161291 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -21695038.000000 Penalty: 5956.644531
	Iteration 50Q: 3 clusters Score -2.169504e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161355 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -21695002.000000 Penalty: 5956.644531
	Iteration 51Q: 3 clusters Score -2.1695e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161406 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -21694968.000000 Penalty: 5956.644531
	Iteration 52Q: 3 clusters Score -2.169497e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161454 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -21694948.000000 Penalty: 5956.644531
	Iteration 53Q: 3 clusters Score -2.169495e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161499 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -21694928.000000 Penalty: 5956.644531
	Iteration 54Q: 3 clusters Score -2.169493e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161543 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -21694928.000000 Penalty: 5956.644531
	Iteration 55Q: 3 clusters Score -2.169493e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161570 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -21694904.000000 Penalty: 5956.644531
	Iteration 56Q: 3 clusters Score -2.16949e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161597 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -21694896.000000 Penalty: 5956.644531
	Iteration 57Q: 3 clusters Score -2.16949e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161618 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -21694856.000000 Penalty: 5956.644531
	Iteration 58Q: 3 clusters Score -2.169486e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161635 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -21694854.000000 Penalty: 5956.644531
	Iteration 59Q: 3 clusters Score -2.169485e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161651 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -21694858.000000 Penalty: 5956.644531
	Iteration 60F: 3 clusters Score -2.169486e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161663 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -21694866.000000 Penalty: 5956.644531
	Iteration 61Q: 3 clusters Score -2.169487e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161684 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -21694846.000000 Penalty: 5956.644531
	Iteration 62Q: 3 clusters Score -2.169485e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161710 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -21694828.000000 Penalty: 5956.644531
	Iteration 63Q: 3 clusters Score -2.169483e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161730 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -21694808.000000 Penalty: 5956.644531
	Iteration 64Q: 3 clusters Score -2.169481e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161744 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -21694828.000000 Penalty: 5956.644531
	Iteration 65Q: 3 clusters Score -2.169483e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161760 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -21694828.000000 Penalty: 5956.644531
	Iteration 66Q: 3 clusters Score -2.169483e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161779 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -21694840.000000 Penalty: 5956.644531
	Iteration 67Q: 3 clusters Score -2.169484e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161798 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -21694830.000000 Penalty: 5956.644531
	Iteration 68Q: 3 clusters Score -2.169483e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161813 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -21694806.000000 Penalty: 5956.644531
	Iteration 69Q: 3 clusters Score -2.169481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161822 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -21694812.000000 Penalty: 5956.644531
	Iteration 70Q: 3 clusters Score -2.169481e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161832 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -21694806.000000 Penalty: 5956.644531
	Iteration 71Q: 3 clusters Score -2.169481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161837 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -21694806.000000 Penalty: 5956.644531
	Iteration 72Q: 3 clusters Score -2.169481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161843 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -21694810.000000 Penalty: 5956.644531
	Iteration 73Q: 3 clusters Score -2.169481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161849 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -21694808.000000 Penalty: 5956.644531
	Iteration 74Q: 3 clusters Score -2.169481e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161859 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -21694808.000000 Penalty: 5956.644531
	Iteration 75Q: 3 clusters Score -2.169481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161864 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -21694816.000000 Penalty: 5956.644531
	Iteration 76Q: 3 clusters Score -2.169482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161866 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -21694812.000000 Penalty: 5956.644531
	Iteration 77Q: 3 clusters Score -2.169481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161871 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -21694810.000000 Penalty: 5956.644531
	Iteration 78Q: 3 clusters Score -2.169481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161872 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -21694820.000000 Penalty: 5956.644531
	Iteration 79Q: 3 clusters Score -2.169482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161873 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -21694806.000000 Penalty: 5956.644531
	Iteration 80F: 3 clusters Score -2.169481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161876 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -21694804.000000 Penalty: 5956.644531
	Iteration 81Q: 3 clusters Score -2.16948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161879 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -21694804.000000 Penalty: 5956.644531
	Iteration 82Q: 3 clusters Score -2.16948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161882 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -21694792.000000 Penalty: 5956.644531
	Iteration 83Q: 3 clusters Score -2.169479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161885 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -21694790.000000 Penalty: 5956.644531
	Iteration 84Q: 3 clusters Score -2.169479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161888 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -21694802.000000 Penalty: 5956.644531
	Iteration 85Q: 3 clusters Score -2.16948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161891 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -21694784.000000 Penalty: 5956.644531
	Iteration 86Q: 3 clusters Score -2.169478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161895 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -21694776.000000 Penalty: 5956.644531
	Iteration 87Q: 3 clusters Score -2.169478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161898 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -21694782.000000 Penalty: 5956.644531
	Iteration 88Q: 3 clusters Score -2.169478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161898 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -21694782.000000 Penalty: 5956.644531
	Iteration 89F: 3 clusters Score -2.169478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 161898 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 4 contains 198990 members 
Mstep: Class 6 contains 15109 members 
Mstep: Class 8 contains 1764 members 
Mstep: Class 12 contains 172033 members 
Mstep: Class 13 contains 2897 members 
Mstep: Class 14 contains 21617 members 
Mstep: Class 15 contains 166925 members 
Mstep: Class 16 contains 157164 members 
Mstep: Class 18 contains 3177 members 
Mstep: Class 19 contains 27161 members 
Mstep: Class 20 contains 75431 members 
Mstep: Class 21 contains 165039 members 
Mstep: Class 22 contains 53251 members 
Mstep: Class 23 contains 155555 members 
Entering Unmasked Estep 
Score: -180349280.000000 Penalty: 56099.433594
Splitting cluster 1 changes total score from -180342880.000000 to -180349280.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (198990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198990 members 
Entering Unmasked Estep 
Score: -26282024.000000 Penalty: 3025.850342
	Iteration 0F: 2 clusters Score -2.628202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99530 members 
Mstep: Class 2 contains 99460 members 
Entering Unmasked Estep 
Score: -26151120.000000 Penalty: 6051.700684
	Iteration 0F: 3 clusters Score -2.615112e+07 nChanged 95795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99657 members 
Mstep: Class 2 contains 99333 members 
Entering Unmasked Estep 
Score: -26207152.000000 Penalty: 6051.700684
	Iteration 1F: 3 clusters Score -2.620715e+07 nChanged 4817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99788 members 
Mstep: Class 2 contains 99202 members 
Entering Unmasked Estep 
Score: -26207776.000000 Penalty: 6051.700684
	Iteration 2Q: 3 clusters Score -2.620778e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99801 members 
Mstep: Class 2 contains 99189 members 
Entering Unmasked Estep 
Score: -26208812.000000 Penalty: 6051.700684
	Iteration 3Q: 3 clusters Score -2.620881e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99811 members 
Mstep: Class 2 contains 99179 members 
Entering Unmasked Estep 
Score: -26209882.000000 Penalty: 6051.700684
	Iteration 4Q: 3 clusters Score -2.620988e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99776 members 
Mstep: Class 2 contains 99214 members 
Entering Unmasked Estep 
Score: -26211666.000000 Penalty: 6051.700684
	Iteration 5Q: 3 clusters Score -2.621167e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99506 members 
Mstep: Class 2 contains 99484 members 
Entering Unmasked Estep 
Score: -26214154.000000 Penalty: 6051.700684
	Iteration 6Q: 3 clusters Score -2.621415e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99045 members 
Mstep: Class 2 contains 99945 members 
Entering Unmasked Estep 
Score: -26217650.000000 Penalty: 6051.700684
	Iteration 7Q: 3 clusters Score -2.621765e+07 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98325 members 
Mstep: Class 2 contains 100665 members 
Entering Unmasked Estep 
Score: -26222694.000000 Penalty: 6051.700684
	Iteration 8Q: 3 clusters Score -2.622269e+07 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97755 members 
Mstep: Class 2 contains 101235 members 
Entering Unmasked Estep 
Score: -26228660.000000 Penalty: 6051.700684
	Iteration 9F: 3 clusters Score -2.622866e+07 nChanged 11245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97426 members 
Mstep: Class 2 contains 101564 members 
Entering Unmasked Estep 
Score: -26234852.000000 Penalty: 6051.700684
	Iteration 10F: 3 clusters Score -2.623485e+07 nChanged 10460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97226 members 
Mstep: Class 2 contains 101764 members 
Entering Unmasked Estep 
Score: -26239692.000000 Penalty: 6051.700684
	Iteration 11F: 3 clusters Score -2.623969e+07 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97087 members 
Mstep: Class 2 contains 101903 members 
Entering Unmasked Estep 
Score: -26242642.000000 Penalty: 6051.700684
	Iteration 12Q: 3 clusters Score -2.624264e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96919 members 
Mstep: Class 2 contains 102071 members 
Entering Unmasked Estep 
Score: -26244620.000000 Penalty: 6051.700684
	Iteration 13Q: 3 clusters Score -2.624462e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96804 members 
Mstep: Class 2 contains 102186 members 
Entering Unmasked Estep 
Score: -26245900.000000 Penalty: 6051.700684
	Iteration 14Q: 3 clusters Score -2.62459e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96760 members 
Mstep: Class 2 contains 102230 members 
Entering Unmasked Estep 
Score: -26246926.000000 Penalty: 6051.700684
	Iteration 15Q: 3 clusters Score -2.624693e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96640 members 
Mstep: Class 2 contains 102350 members 
Entering Unmasked Estep 
Score: -26247738.000000 Penalty: 6051.700684
	Iteration 16Q: 3 clusters Score -2.624774e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96435 members 
Mstep: Class 2 contains 102555 members 
Entering Unmasked Estep 
Score: -26248416.000000 Penalty: 6051.700684
	Iteration 17Q: 3 clusters Score -2.624842e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96100 members 
Mstep: Class 2 contains 102890 members 
Entering Unmasked Estep 
Score: -26249106.000000 Penalty: 6051.700684
	Iteration 18Q: 3 clusters Score -2.624911e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95551 members 
Mstep: Class 2 contains 103439 members 
Entering Unmasked Estep 
Score: -26249516.000000 Penalty: 6051.700684
	Iteration 19Q: 3 clusters Score -2.624952e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94751 members 
Mstep: Class 2 contains 104239 members 
Entering Unmasked Estep 
Score: -26249976.000000 Penalty: 6051.700684
	Iteration 20F: 3 clusters Score -2.624998e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93688 members 
Mstep: Class 2 contains 105302 members 
Entering Unmasked Estep 
Score: -26250306.000000 Penalty: 6051.700684
	Iteration 21Q: 3 clusters Score -2.625031e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92323 members 
Mstep: Class 2 contains 106667 members 
Entering Unmasked Estep 
Score: -26250848.000000 Penalty: 6051.700684
	Iteration 22Q: 3 clusters Score -2.625085e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90823 members 
Mstep: Class 2 contains 108167 members 
Entering Unmasked Estep 
Score: -26251422.000000 Penalty: 6051.700684
	Iteration 23Q: 3 clusters Score -2.625142e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88972 members 
Mstep: Class 2 contains 110018 members 
Entering Unmasked Estep 
Score: -26251854.000000 Penalty: 6051.700684
	Iteration 24Q: 3 clusters Score -2.625185e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86769 members 
Mstep: Class 2 contains 112221 members 
Entering Unmasked Estep 
Score: -26252488.000000 Penalty: 6051.700684
	Iteration 25Q: 3 clusters Score -2.625249e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84212 members 
Mstep: Class 2 contains 114778 members 
Entering Unmasked Estep 
Score: -26253450.000000 Penalty: 6051.700684
	Iteration 26Q: 3 clusters Score -2.625345e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81269 members 
Mstep: Class 2 contains 117721 members 
Entering Unmasked Estep 
Score: -26254656.000000 Penalty: 6051.700684
	Iteration 27Q: 3 clusters Score -2.625466e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78017 members 
Mstep: Class 2 contains 120973 members 
Entering Unmasked Estep 
Score: -26255928.000000 Penalty: 6051.700684
	Iteration 28Q: 3 clusters Score -2.625593e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74424 members 
Mstep: Class 2 contains 124566 members 
Entering Unmasked Estep 
Score: -26257594.000000 Penalty: 6051.700684
	Iteration 29Q: 3 clusters Score -2.625759e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70570 members 
Mstep: Class 2 contains 128420 members 
Entering Unmasked Estep 
Score: -26259060.000000 Penalty: 6051.700684
	Iteration 30Q: 3 clusters Score -2.625906e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66543 members 
Mstep: Class 2 contains 132447 members 
Entering Unmasked Estep 
Score: -26260560.000000 Penalty: 6051.700684
	Iteration 31Q: 3 clusters Score -2.626056e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62479 members 
Mstep: Class 2 contains 136511 members 
Entering Unmasked Estep 
Score: -26262554.000000 Penalty: 6051.700684
	Iteration 32Q: 3 clusters Score -2.626255e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58321 members 
Mstep: Class 2 contains 140669 members 
Entering Unmasked Estep 
Score: -26264554.000000 Penalty: 6051.700684
	Iteration 33Q: 3 clusters Score -2.626455e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 144864 members 
Entering Unmasked Estep 
Score: -26266584.000000 Penalty: 6051.700684
	Iteration 34Q: 3 clusters Score -2.626658e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 149009 members 
Entering Unmasked Estep 
Score: -26268590.000000 Penalty: 6051.700684
	Iteration 35Q: 3 clusters Score -2.626859e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 152928 members 
Entering Unmasked Estep 
Score: -26270720.000000 Penalty: 6051.700684
	Iteration 36Q: 3 clusters Score -2.627072e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 156607 members 
Entering Unmasked Estep 
Score: -26272882.000000 Penalty: 6051.700684
	Iteration 37Q: 3 clusters Score -2.627288e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 159988 members 
Entering Unmasked Estep 
Score: -26274714.000000 Penalty: 6051.700684
	Iteration 38Q: 3 clusters Score -2.627471e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 162963 members 
Entering Unmasked Estep 
Score: -26276144.000000 Penalty: 6051.700684
	Iteration 39Q: 3 clusters Score -2.627614e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 165622 members 
Entering Unmasked Estep 
Score: -26277468.000000 Penalty: 6051.700684
	Iteration 40F: 3 clusters Score -2.627747e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 167944 members 
Entering Unmasked Estep 
Score: -26278300.000000 Penalty: 6051.700684
	Iteration 41Q: 3 clusters Score -2.62783e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 169985 members 
Entering Unmasked Estep 
Score: -26278942.000000 Penalty: 6051.700684
	Iteration 42Q: 3 clusters Score -2.627894e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 171785 members 
Entering Unmasked Estep 
Score: -26279370.000000 Penalty: 6051.700684
	Iteration 43Q: 3 clusters Score -2.627937e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 173293 members 
Entering Unmasked Estep 
Score: -26279838.000000 Penalty: 6051.700684
	Iteration 44Q: 3 clusters Score -2.627984e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 174631 members 
Entering Unmasked Estep 
Score: -26280046.000000 Penalty: 6051.700684
	Iteration 45Q: 3 clusters Score -2.628005e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 175877 members 
Entering Unmasked Estep 
Score: -26280204.000000 Penalty: 6051.700684
	Iteration 46Q: 3 clusters Score -2.62802e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 176994 members 
Entering Unmasked Estep 
Score: -26280288.000000 Penalty: 6051.700684
	Iteration 47Q: 3 clusters Score -2.628029e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 177985 members 
Entering Unmasked Estep 
Score: -26280520.000000 Penalty: 6051.700684
	Iteration 48Q: 3 clusters Score -2.628052e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 178890 members 
Entering Unmasked Estep 
Score: -26280542.000000 Penalty: 6051.700684
	Iteration 49Q: 3 clusters Score -2.628054e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 179693 members 
Entering Unmasked Estep 
Score: -26280624.000000 Penalty: 6051.700684
	Iteration 50Q: 3 clusters Score -2.628062e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 180409 members 
Entering Unmasked Estep 
Score: -26280652.000000 Penalty: 6051.700684
	Iteration 51Q: 3 clusters Score -2.628065e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 181109 members 
Entering Unmasked Estep 
Score: -26280750.000000 Penalty: 6051.700684
	Iteration 52Q: 3 clusters Score -2.628075e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 181721 members 
Entering Unmasked Estep 
Score: -26280842.000000 Penalty: 6051.700684
	Iteration 53Q: 3 clusters Score -2.628084e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 182334 members 
Entering Unmasked Estep 
Score: -26280834.000000 Penalty: 6051.700684
	Iteration 54Q: 3 clusters Score -2.628083e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 182904 members 
Entering Unmasked Estep 
Score: -26280822.000000 Penalty: 6051.700684
	Iteration 55Q: 3 clusters Score -2.628082e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 183417 members 
Entering Unmasked Estep 
Score: -26280842.000000 Penalty: 6051.700684
	Iteration 56Q: 3 clusters Score -2.628084e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 183870 members 
Entering Unmasked Estep 
Score: -26280870.000000 Penalty: 6051.700684
	Iteration 57Q: 3 clusters Score -2.628087e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 184286 members 
Entering Unmasked Estep 
Score: -26280852.000000 Penalty: 6051.700684
	Iteration 58Q: 3 clusters Score -2.628085e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 184676 members 
Entering Unmasked Estep 
Score: -26280858.000000 Penalty: 6051.700684
	Iteration 59Q: 3 clusters Score -2.628086e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 185036 members 
Entering Unmasked Estep 
Score: -26280916.000000 Penalty: 6051.700684
	Iteration 60F: 3 clusters Score -2.628092e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 185376 members 
Entering Unmasked Estep 
Score: -26280952.000000 Penalty: 6051.700684
	Iteration 61Q: 3 clusters Score -2.628095e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 185699 members 
Entering Unmasked Estep 
Score: -26280898.000000 Penalty: 6051.700684
	Iteration 62Q: 3 clusters Score -2.62809e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 185993 members 
Entering Unmasked Estep 
Score: -26280952.000000 Penalty: 6051.700684
	Iteration 63Q: 3 clusters Score -2.628095e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 186284 members 
Entering Unmasked Estep 
Score: -26280926.000000 Penalty: 6051.700684
	Iteration 64Q: 3 clusters Score -2.628093e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 186558 members 
Entering Unmasked Estep 
Score: -26280994.000000 Penalty: 6051.700684
	Iteration 65Q: 3 clusters Score -2.628099e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 186797 members 
Entering Unmasked Estep 
Score: -26280932.000000 Penalty: 6051.700684
	Iteration 66Q: 3 clusters Score -2.628093e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 187036 members 
Entering Unmasked Estep 
Score: -26280866.000000 Penalty: 6051.700684
	Iteration 67Q: 3 clusters Score -2.628087e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 187276 members 
Entering Unmasked Estep 
Score: -26280858.000000 Penalty: 6051.700684
	Iteration 68Q: 3 clusters Score -2.628086e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 187470 members 
Entering Unmasked Estep 
Score: -26280830.000000 Penalty: 6051.700684
	Iteration 69Q: 3 clusters Score -2.628083e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 187675 members 
Entering Unmasked Estep 
Score: -26280808.000000 Penalty: 6051.700684
	Iteration 70Q: 3 clusters Score -2.628081e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 187855 members 
Entering Unmasked Estep 
Score: -26280724.000000 Penalty: 6051.700684
	Iteration 71Q: 3 clusters Score -2.628072e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 188040 members 
Entering Unmasked Estep 
Score: -26280772.000000 Penalty: 6051.700684
	Iteration 72Q: 3 clusters Score -2.628077e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 188238 members 
Entering Unmasked Estep 
Score: -26280782.000000 Penalty: 6051.700684
	Iteration 73Q: 3 clusters Score -2.628078e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 188426 members 
Entering Unmasked Estep 
Score: -26280784.000000 Penalty: 6051.700684
	Iteration 74Q: 3 clusters Score -2.628078e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 188608 members 
Entering Unmasked Estep 
Score: -26280736.000000 Penalty: 6051.700684
	Iteration 75Q: 3 clusters Score -2.628074e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 188789 members 
Entering Unmasked Estep 
Score: -26280744.000000 Penalty: 6051.700684
	Iteration 76Q: 3 clusters Score -2.628074e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 188981 members 
Entering Unmasked Estep 
Score: -26280764.000000 Penalty: 6051.700684
	Iteration 77Q: 3 clusters Score -2.628076e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 189168 members 
Entering Unmasked Estep 
Score: -26280748.000000 Penalty: 6051.700684
	Iteration 78Q: 3 clusters Score -2.628075e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 189339 members 
Entering Unmasked Estep 
Score: -26280722.000000 Penalty: 6051.700684
	Iteration 79Q: 3 clusters Score -2.628072e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 189501 members 
Entering Unmasked Estep 
Score: -26280728.000000 Penalty: 6051.700684
	Iteration 80F: 3 clusters Score -2.628073e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 189635 members 
Entering Unmasked Estep 
Score: -26280764.000000 Penalty: 6051.700684
	Iteration 81Q: 3 clusters Score -2.628076e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 189761 members 
Entering Unmasked Estep 
Score: -26280708.000000 Penalty: 6051.700684
	Iteration 82Q: 3 clusters Score -2.628071e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 189886 members 
Entering Unmasked Estep 
Score: -26280758.000000 Penalty: 6051.700684
	Iteration 83Q: 3 clusters Score -2.628076e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 190018 members 
Entering Unmasked Estep 
Score: -26280732.000000 Penalty: 6051.700684
	Iteration 84Q: 3 clusters Score -2.628073e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 190143 members 
Entering Unmasked Estep 
Score: -26280768.000000 Penalty: 6051.700684
	Iteration 85Q: 3 clusters Score -2.628077e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 190269 members 
Entering Unmasked Estep 
Score: -26280754.000000 Penalty: 6051.700684
	Iteration 86Q: 3 clusters Score -2.628075e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 190390 members 
Entering Unmasked Estep 
Score: -26280720.000000 Penalty: 6051.700684
	Iteration 87Q: 3 clusters Score -2.628072e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 190511 members 
Entering Unmasked Estep 
Score: -26280708.000000 Penalty: 6051.700684
	Iteration 88Q: 3 clusters Score -2.628071e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 190634 members 
Entering Unmasked Estep 
Score: -26280754.000000 Penalty: 6051.700684
	Iteration 89Q: 3 clusters Score -2.628075e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 190758 members 
Entering Unmasked Estep 
Score: -26280748.000000 Penalty: 6051.700684
	Iteration 90Q: 3 clusters Score -2.628075e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 190885 members 
Entering Unmasked Estep 
Score: -26280770.000000 Penalty: 6051.700684
	Iteration 91Q: 3 clusters Score -2.628077e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 191012 members 
Entering Unmasked Estep 
Score: -26280728.000000 Penalty: 6051.700684
	Iteration 92Q: 3 clusters Score -2.628073e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 191140 members 
Entering Unmasked Estep 
Score: -26280710.000000 Penalty: 6051.700684
	Iteration 93Q: 3 clusters Score -2.628071e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 191273 members 
Entering Unmasked Estep 
Score: -26280732.000000 Penalty: 6051.700684
	Iteration 94Q: 3 clusters Score -2.628073e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 191395 members 
Entering Unmasked Estep 
Score: -26280722.000000 Penalty: 6051.700684
	Iteration 95Q: 3 clusters Score -2.628072e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 191532 members 
Entering Unmasked Estep 
Score: -26280696.000000 Penalty: 6051.700684
	Iteration 96Q: 3 clusters Score -2.62807e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 191659 members 
Entering Unmasked Estep 
Score: -26280680.000000 Penalty: 6051.700684
	Iteration 97Q: 3 clusters Score -2.628068e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 191785 members 
Entering Unmasked Estep 
Score: -26280678.000000 Penalty: 6051.700684
	Iteration 98Q: 3 clusters Score -2.628068e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 191887 members 
Entering Unmasked Estep 
Score: -26280672.000000 Penalty: 6051.700684
	Iteration 99Q: 3 clusters Score -2.628067e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 191964 members 
Entering Unmasked Estep 
Score: -26280664.000000 Penalty: 6051.700684
	Iteration 100F: 3 clusters Score -2.628066e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 192046 members 
Entering Unmasked Estep 
Score: -26280648.000000 Penalty: 6051.700684
	Iteration 101Q: 3 clusters Score -2.628065e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 192129 members 
Entering Unmasked Estep 
Score: -26280630.000000 Penalty: 6051.700684
	Iteration 102Q: 3 clusters Score -2.628063e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 192202 members 
Entering Unmasked Estep 
Score: -26280590.000000 Penalty: 6051.700684
	Iteration 103Q: 3 clusters Score -2.628059e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 192278 members 
Entering Unmasked Estep 
Score: -26280554.000000 Penalty: 6051.700684
	Iteration 104Q: 3 clusters Score -2.628055e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 192366 members 
Entering Unmasked Estep 
Score: -26280556.000000 Penalty: 6051.700684
	Iteration 105Q: 3 clusters Score -2.628056e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 192447 members 
Entering Unmasked Estep 
Score: -26280548.000000 Penalty: 6051.700684
	Iteration 106Q: 3 clusters Score -2.628055e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 192525 members 
Entering Unmasked Estep 
Score: -26280494.000000 Penalty: 6051.700684
	Iteration 107Q: 3 clusters Score -2.628049e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 192581 members 
Entering Unmasked Estep 
Score: -26280526.000000 Penalty: 6051.700684
	Iteration 108Q: 3 clusters Score -2.628053e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 192631 members 
Entering Unmasked Estep 
Score: -26280480.000000 Penalty: 6051.700684
	Iteration 109Q: 3 clusters Score -2.628048e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 192689 members 
Entering Unmasked Estep 
Score: -26280428.000000 Penalty: 6051.700684
	Iteration 110Q: 3 clusters Score -2.628043e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 192753 members 
Entering Unmasked Estep 
Score: -26280414.000000 Penalty: 6051.700684
	Iteration 111Q: 3 clusters Score -2.628041e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 192816 members 
Entering Unmasked Estep 
Score: -26280374.000000 Penalty: 6051.700684
	Iteration 112Q: 3 clusters Score -2.628037e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 192876 members 
Entering Unmasked Estep 
Score: -26280382.000000 Penalty: 6051.700684
	Iteration 113Q: 3 clusters Score -2.628038e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 192926 members 
Entering Unmasked Estep 
Score: -26280402.000000 Penalty: 6051.700684
	Iteration 114Q: 3 clusters Score -2.62804e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 192971 members 
Entering Unmasked Estep 
Score: -26280400.000000 Penalty: 6051.700684
	Iteration 115Q: 3 clusters Score -2.62804e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 193008 members 
Entering Unmasked Estep 
Score: -26280366.000000 Penalty: 6051.700684
	Iteration 116Q: 3 clusters Score -2.628037e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 193040 members 
Entering Unmasked Estep 
Score: -26280350.000000 Penalty: 6051.700684
	Iteration 117Q: 3 clusters Score -2.628035e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 193072 members 
Entering Unmasked Estep 
Score: -26280346.000000 Penalty: 6051.700684
	Iteration 118Q: 3 clusters Score -2.628035e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 193108 members 
Entering Unmasked Estep 
Score: -26280330.000000 Penalty: 6051.700684
	Iteration 119Q: 3 clusters Score -2.628033e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 193142 members 
Entering Unmasked Estep 
Score: -26280336.000000 Penalty: 6051.700684
	Iteration 120F: 3 clusters Score -2.628034e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 193174 members 
Entering Unmasked Estep 
Score: -26280354.000000 Penalty: 6051.700684
	Iteration 121Q: 3 clusters Score -2.628035e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 193208 members 
Entering Unmasked Estep 
Score: -26280328.000000 Penalty: 6051.700684
	Iteration 122Q: 3 clusters Score -2.628033e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 193244 members 
Entering Unmasked Estep 
Score: -26280310.000000 Penalty: 6051.700684
	Iteration 123Q: 3 clusters Score -2.628031e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 193294 members 
Entering Unmasked Estep 
Score: -26280310.000000 Penalty: 6051.700684
	Iteration 124Q: 3 clusters Score -2.628031e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 193331 members 
Entering Unmasked Estep 
Score: -26280332.000000 Penalty: 6051.700684
	Iteration 125Q: 3 clusters Score -2.628033e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 193373 members 
Entering Unmasked Estep 
Score: -26280342.000000 Penalty: 6051.700684
	Iteration 126Q: 3 clusters Score -2.628034e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 193427 members 
Entering Unmasked Estep 
Score: -26280378.000000 Penalty: 6051.700684
	Iteration 127Q: 3 clusters Score -2.628038e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 193480 members 
Entering Unmasked Estep 
Score: -26280364.000000 Penalty: 6051.700684
	Iteration 128Q: 3 clusters Score -2.628036e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 193528 members 
Entering Unmasked Estep 
Score: -26280354.000000 Penalty: 6051.700684
	Iteration 129Q: 3 clusters Score -2.628035e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 193575 members 
Entering Unmasked Estep 
Score: -26280340.000000 Penalty: 6051.700684
	Iteration 130Q: 3 clusters Score -2.628034e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 193631 members 
Entering Unmasked Estep 
Score: -26280336.000000 Penalty: 6051.700684
	Iteration 131Q: 3 clusters Score -2.628034e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 193691 members 
Entering Unmasked Estep 
Score: -26280356.000000 Penalty: 6051.700684
	Iteration 132Q: 3 clusters Score -2.628036e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 193741 members 
Entering Unmasked Estep 
Score: -26280378.000000 Penalty: 6051.700684
	Iteration 133Q: 3 clusters Score -2.628038e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 193784 members 
Entering Unmasked Estep 
Score: -26280396.000000 Penalty: 6051.700684
	Iteration 134Q: 3 clusters Score -2.62804e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 193828 members 
Entering Unmasked Estep 
Score: -26280358.000000 Penalty: 6051.700684
	Iteration 135Q: 3 clusters Score -2.628036e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 193870 members 
Entering Unmasked Estep 
Score: -26280356.000000 Penalty: 6051.700684
	Iteration 136Q: 3 clusters Score -2.628036e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 193909 members 
Entering Unmasked Estep 
Score: -26280350.000000 Penalty: 6051.700684
	Iteration 137Q: 3 clusters Score -2.628035e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 193945 members 
Entering Unmasked Estep 
Score: -26280328.000000 Penalty: 6051.700684
	Iteration 138Q: 3 clusters Score -2.628033e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 193983 members 
Entering Unmasked Estep 
Score: -26280318.000000 Penalty: 6051.700684
	Iteration 139Q: 3 clusters Score -2.628032e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 194024 members 
Entering Unmasked Estep 
Score: -26280366.000000 Penalty: 6051.700684
	Iteration 140F: 3 clusters Score -2.628037e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 194057 members 
Entering Unmasked Estep 
Score: -26280352.000000 Penalty: 6051.700684
	Iteration 141Q: 3 clusters Score -2.628035e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 194093 members 
Entering Unmasked Estep 
Score: -26280354.000000 Penalty: 6051.700684
	Iteration 142Q: 3 clusters Score -2.628035e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 194120 members 
Entering Unmasked Estep 
Score: -26280350.000000 Penalty: 6051.700684
	Iteration 143Q: 3 clusters Score -2.628035e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 194144 members 
Entering Unmasked Estep 
Score: -26280356.000000 Penalty: 6051.700684
	Iteration 144Q: 3 clusters Score -2.628036e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 194168 members 
Entering Unmasked Estep 
Score: -26280350.000000 Penalty: 6051.700684
	Iteration 145Q: 3 clusters Score -2.628035e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 194191 members 
Entering Unmasked Estep 
Score: -26280306.000000 Penalty: 6051.700684
	Iteration 146Q: 3 clusters Score -2.628031e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 194209 members 
Entering Unmasked Estep 
Score: -26280344.000000 Penalty: 6051.700684
	Iteration 147Q: 3 clusters Score -2.628034e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 194231 members 
Entering Unmasked Estep 
Score: -26280328.000000 Penalty: 6051.700684
	Iteration 148Q: 3 clusters Score -2.628033e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 194258 members 
Entering Unmasked Estep 
Score: -26280310.000000 Penalty: 6051.700684
	Iteration 149Q: 3 clusters Score -2.628031e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 194276 members 
Entering Unmasked Estep 
Score: -26280330.000000 Penalty: 6051.700684
	Iteration 150Q: 3 clusters Score -2.628033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 194286 members 
Entering Unmasked Estep 
Score: -26280318.000000 Penalty: 6051.700684
	Iteration 151Q: 3 clusters Score -2.628032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 194291 members 
Entering Unmasked Estep 
Score: -26280338.000000 Penalty: 6051.700684
	Iteration 152Q: 3 clusters Score -2.628034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 194295 members 
Entering Unmasked Estep 
Score: -26280326.000000 Penalty: 6051.700684
	Iteration 153Q: 3 clusters Score -2.628033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 194300 members 
Entering Unmasked Estep 
Score: -26280314.000000 Penalty: 6051.700684
	Iteration 154Q: 3 clusters Score -2.628031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 194302 members 
Entering Unmasked Estep 
Score: -26280322.000000 Penalty: 6051.700684
	Iteration 155Q: 3 clusters Score -2.628032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 194306 members 
Entering Unmasked Estep 
Score: -26280310.000000 Penalty: 6051.700684
	Iteration 156Q: 3 clusters Score -2.628031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 194307 members 
Entering Unmasked Estep 
Score: -26280310.000000 Penalty: 6051.700684
	Iteration 157Q: 3 clusters Score -2.628031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 194309 members 
Entering Unmasked Estep 
Score: -26280318.000000 Penalty: 6051.700684
	Iteration 158Q: 3 clusters Score -2.628032e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 194310 members 
Entering Unmasked Estep 
Score: -26280320.000000 Penalty: 6051.700684
	Iteration 159Q: 3 clusters Score -2.628032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 194310 members 
Entering Unmasked Estep 
Score: -26280320.000000 Penalty: 6051.700684
	Iteration 160F: 3 clusters Score -2.628032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Entering Unmasked Estep 
Score: -2037948.375000 Penalty: 2386.515381
	Iteration 0F: 2 clusters Score -2037948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2026926.375000 Penalty: 4773.030762
	Iteration 0F: 3 clusters Score -2026926 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2030441.500000 Penalty: 4773.030762
	Iteration 1F: 3 clusters Score -2030442 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2030845.250000 Penalty: 4773.030762
	Iteration 2F: 3 clusters Score -2030845 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2031141.750000 Penalty: 4773.030762
	Iteration 3F: 3 clusters Score -2031142 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2031392.500000 Penalty: 4773.030762
	Iteration 4Q: 3 clusters Score -2031392 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -2031591.000000 Penalty: 4773.030762
	Iteration 5Q: 3 clusters Score -2031591 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2031756.125000 Penalty: 4773.030762
	Iteration 6Q: 3 clusters Score -2031756 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2031938.250000 Penalty: 4773.030762
	Iteration 7Q: 3 clusters Score -2031938 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2032103.250000 Penalty: 4773.030762
	Iteration 8Q: 3 clusters Score -2032103 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2032263.000000 Penalty: 4773.030762
	Iteration 9Q: 3 clusters Score -2032263 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2032446.750000 Penalty: 4773.030762
	Iteration 10Q: 3 clusters Score -2032447 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2032678.375000 Penalty: 4773.030762
	Iteration 11Q: 3 clusters Score -2032678 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2032950.375000 Penalty: 4773.030762
	Iteration 12Q: 3 clusters Score -2032950 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2033255.000000 Penalty: 4773.030762
	Iteration 13Q: 3 clusters Score -2033255 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2033543.875000 Penalty: 4773.030762
	Iteration 14Q: 3 clusters Score -2033544 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2033798.875000 Penalty: 4773.030762
	Iteration 15Q: 3 clusters Score -2033799 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -2034034.250000 Penalty: 4773.030762
	Iteration 16Q: 3 clusters Score -2034034 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2034238.000000 Penalty: 4773.030762
	Iteration 17Q: 3 clusters Score -2034238 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2034362.375000 Penalty: 4773.030762
	Iteration 18Q: 3 clusters Score -2034362 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2034460.500000 Penalty: 4773.030762
	Iteration 19Q: 3 clusters Score -2034460 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2034523.750000 Penalty: 4773.030762
	Iteration 20F: 3 clusters Score -2034524 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2034555.875000 Penalty: 4773.030762
	Iteration 21Q: 3 clusters Score -2034556 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2034592.500000 Penalty: 4773.030762
	Iteration 22Q: 3 clusters Score -2034592 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2034619.750000 Penalty: 4773.030762
	Iteration 23Q: 3 clusters Score -2034620 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2034631.625000 Penalty: 4773.030762
	Iteration 24Q: 3 clusters Score -2034632 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2034643.000000 Penalty: 4773.030762
	Iteration 25Q: 3 clusters Score -2034643 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2034650.875000 Penalty: 4773.030762
	Iteration 26Q: 3 clusters Score -2034651 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2034661.500000 Penalty: 4773.030762
	Iteration 27Q: 3 clusters Score -2034662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2034665.000000 Penalty: 4773.030762
	Iteration 28Q: 3 clusters Score -2034665 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2034667.500000 Penalty: 4773.030762
	Iteration 29Q: 3 clusters Score -2034668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2034673.000000 Penalty: 4773.030762
	Iteration 30Q: 3 clusters Score -2034673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2034677.125000 Penalty: 4773.030762
	Iteration 31Q: 3 clusters Score -2034677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2034682.000000 Penalty: 4773.030762
	Iteration 32Q: 3 clusters Score -2034682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2034683.125000 Penalty: 4773.030762
	Iteration 33Q: 3 clusters Score -2034683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2034683.250000 Penalty: 4773.030762
	Iteration 34Q: 3 clusters Score -2034683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2034688.750000 Penalty: 4773.030762
	Iteration 35Q: 3 clusters Score -2034689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2034694.250000 Penalty: 4773.030762
	Iteration 36Q: 3 clusters Score -2034694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2034697.125000 Penalty: 4773.030762
	Iteration 37Q: 3 clusters Score -2034697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2034699.875000 Penalty: 4773.030762
	Iteration 38Q: 3 clusters Score -2034700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2034703.250000 Penalty: 4773.030762
	Iteration 39Q: 3 clusters Score -2034703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2034707.250000 Penalty: 4773.030762
	Iteration 40F: 3 clusters Score -2034707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2034705.000000 Penalty: 4773.030762
	Iteration 41Q: 3 clusters Score -2034705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2034709.000000 Penalty: 4773.030762
	Iteration 42Q: 3 clusters Score -2034709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2034708.000000 Penalty: 4773.030762
	Iteration 43Q: 3 clusters Score -2034708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2034709.375000 Penalty: 4773.030762
	Iteration 44Q: 3 clusters Score -2034709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2034710.500000 Penalty: 4773.030762
	Iteration 45Q: 3 clusters Score -2034710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2034708.875000 Penalty: 4773.030762
	Iteration 46Q: 3 clusters Score -2034709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2034708.750000 Penalty: 4773.030762
	Iteration 47Q: 3 clusters Score -2034709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2034707.500000 Penalty: 4773.030762
	Iteration 48Q: 3 clusters Score -2034708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2034707.875000 Penalty: 4773.030762
	Iteration 49Q: 3 clusters Score -2034708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2034705.875000 Penalty: 4773.030762
	Iteration 50Q: 3 clusters Score -2034706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2034707.000000 Penalty: 4773.030762
	Iteration 51Q: 3 clusters Score -2034707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2034707.500000 Penalty: 4773.030762
	Iteration 52Q: 3 clusters Score -2034708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2034707.000000 Penalty: 4773.030762
	Iteration 53Q: 3 clusters Score -2034707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2034710.625000 Penalty: 4773.030762
	Iteration 54Q: 3 clusters Score -2034711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2034710.625000 Penalty: 4773.030762
	Iteration 55F: 3 clusters Score -2034711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Entering Unmasked Estep 
Score: -224672.281250 Penalty: 1853.884155
	Iteration 0F: 2 clusters Score -224672.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -222177.250000 Penalty: 3707.768311
	Iteration 0F: 3 clusters Score -222177.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -222608.406250 Penalty: 3707.768311
	Iteration 1F: 3 clusters Score -222608.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -222766.140625 Penalty: 3707.768311
	Iteration 2F: 3 clusters Score -222766.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -222887.531250 Penalty: 3707.768311
	Iteration 3F: 3 clusters Score -222887.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -222986.578125 Penalty: 3707.768311
	Iteration 4Q: 3 clusters Score -222986.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -223050.437500 Penalty: 3707.768311
	Iteration 5Q: 3 clusters Score -223050.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -223096.015625 Penalty: 3707.768311
	Iteration 6Q: 3 clusters Score -223096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -223122.828125 Penalty: 3707.768311
	Iteration 7Q: 3 clusters Score -223122.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -223152.453125 Penalty: 3707.768311
	Iteration 8Q: 3 clusters Score -223152.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -223168.531250 Penalty: 3707.768311
	Iteration 9Q: 3 clusters Score -223168.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -223185.921875 Penalty: 3707.768311
	Iteration 10Q: 3 clusters Score -223185.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -223197.531250 Penalty: 3707.768311
	Iteration 11Q: 3 clusters Score -223197.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -223209.437500 Penalty: 3707.768311
	Iteration 12Q: 3 clusters Score -223209.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -223218.281250 Penalty: 3707.768311
	Iteration 13Q: 3 clusters Score -223218.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -223224.046875 Penalty: 3707.768311
	Iteration 14Q: 3 clusters Score -223224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -223233.000000 Penalty: 3707.768311
	Iteration 15Q: 3 clusters Score -223233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -223239.843750 Penalty: 3707.768311
	Iteration 16Q: 3 clusters Score -223239.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -223244.359375 Penalty: 3707.768311
	Iteration 17Q: 3 clusters Score -223244.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -223249.890625 Penalty: 3707.768311
	Iteration 18Q: 3 clusters Score -223249.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -223257.031250 Penalty: 3707.768311
	Iteration 19Q: 3 clusters Score -223257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -223261.421875 Penalty: 3707.768311
	Iteration 20F: 3 clusters Score -223261.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -223268.015625 Penalty: 3707.768311
	Iteration 21Q: 3 clusters Score -223268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -223273.796875 Penalty: 3707.768311
	Iteration 22Q: 3 clusters Score -223273.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -223280.734375 Penalty: 3707.768311
	Iteration 23Q: 3 clusters Score -223280.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -223285.140625 Penalty: 3707.768311
	Iteration 24Q: 3 clusters Score -223285.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -223290.125000 Penalty: 3707.768311
	Iteration 25Q: 3 clusters Score -223290.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -223291.781250 Penalty: 3707.768311
	Iteration 26Q: 3 clusters Score -223291.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -223294.140625 Penalty: 3707.768311
	Iteration 27Q: 3 clusters Score -223294.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -223297.328125 Penalty: 3707.768311
	Iteration 28Q: 3 clusters Score -223297.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -223304.953125 Penalty: 3707.768311
	Iteration 29Q: 3 clusters Score -223305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -223311.875000 Penalty: 3707.768311
	Iteration 30Q: 3 clusters Score -223311.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -223318.640625 Penalty: 3707.768311
	Iteration 31Q: 3 clusters Score -223318.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -223325.500000 Penalty: 3707.768311
	Iteration 32Q: 3 clusters Score -223325.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -223331.796875 Penalty: 3707.768311
	Iteration 33Q: 3 clusters Score -223331.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -223335.937500 Penalty: 3707.768311
	Iteration 34Q: 3 clusters Score -223335.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -223337.562500 Penalty: 3707.768311
	Iteration 35Q: 3 clusters Score -223337.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -223340.156250 Penalty: 3707.768311
	Iteration 36Q: 3 clusters Score -223340.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -223341.468750 Penalty: 3707.768311
	Iteration 37Q: 3 clusters Score -223341.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -223343.484375 Penalty: 3707.768311
	Iteration 38Q: 3 clusters Score -223343.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -223344.515625 Penalty: 3707.768311
	Iteration 39Q: 3 clusters Score -223344.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -223344.515625 Penalty: 3707.768311
	Iteration 40F: 3 clusters Score -223344.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (172033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172033 members 
Entering Unmasked Estep 
Score: -23086742.000000 Penalty: 2989.749512
	Iteration 0F: 2 clusters Score -2.308674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85872 members 
Mstep: Class 2 contains 86161 members 
Entering Unmasked Estep 
Score: -22980186.000000 Penalty: 5979.499023
	Iteration 0F: 3 clusters Score -2.298019e+07 nChanged 82468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84874 members 
Mstep: Class 2 contains 87159 members 
Entering Unmasked Estep 
Score: -23027230.000000 Penalty: 5979.499023
	Iteration 1F: 3 clusters Score -2.302723e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83967 members 
Mstep: Class 2 contains 88066 members 
Entering Unmasked Estep 
Score: -23027762.000000 Penalty: 5979.499023
	Iteration 2Q: 3 clusters Score -2.302776e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82568 members 
Mstep: Class 2 contains 89465 members 
Entering Unmasked Estep 
Score: -23028700.000000 Penalty: 5979.499023
	Iteration 3Q: 3 clusters Score -2.30287e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80405 members 
Mstep: Class 2 contains 91628 members 
Entering Unmasked Estep 
Score: -23029702.000000 Penalty: 5979.499023
	Iteration 4Q: 3 clusters Score -2.30297e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77076 members 
Mstep: Class 2 contains 94957 members 
Entering Unmasked Estep 
Score: -23031236.000000 Penalty: 5979.499023
	Iteration 5Q: 3 clusters Score -2.303124e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72132 members 
Mstep: Class 2 contains 99901 members 
Entering Unmasked Estep 
Score: -23033682.000000 Penalty: 5979.499023
	Iteration 6Q: 3 clusters Score -2.303368e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64745 members 
Mstep: Class 2 contains 107288 members 
Entering Unmasked Estep 
Score: -23038194.000000 Penalty: 5979.499023
	Iteration 7F: 3 clusters Score -2.303819e+07 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54516 members 
Mstep: Class 2 contains 117517 members 
Entering Unmasked Estep 
Score: -23045956.000000 Penalty: 5979.499023
	Iteration 8F: 3 clusters Score -2.304596e+07 nChanged 12877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 129094 members 
Entering Unmasked Estep 
Score: -23056214.000000 Penalty: 5979.499023
	Iteration 9F: 3 clusters Score -2.305621e+07 nChanged 12195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 139829 members 
Entering Unmasked Estep 
Score: -23067026.000000 Penalty: 5979.499023
	Iteration 10F: 3 clusters Score -2.306703e+07 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 147743 members 
Entering Unmasked Estep 
Score: -23076022.000000 Penalty: 5979.499023
	Iteration 11F: 3 clusters Score -2.307602e+07 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 152860 members 
Entering Unmasked Estep 
Score: -23081614.000000 Penalty: 5979.499023
	Iteration 12Q: 3 clusters Score -2.308161e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 156400 members 
Entering Unmasked Estep 
Score: -23084926.000000 Penalty: 5979.499023
	Iteration 13Q: 3 clusters Score -2.308493e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 159184 members 
Entering Unmasked Estep 
Score: -23086546.000000 Penalty: 5979.499023
	Iteration 14Q: 3 clusters Score -2.308655e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 161399 members 
Entering Unmasked Estep 
Score: -23087262.000000 Penalty: 5979.499023
	Iteration 15Q: 3 clusters Score -2.308726e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 163142 members 
Entering Unmasked Estep 
Score: -23087522.000000 Penalty: 5979.499023
	Iteration 16Q: 3 clusters Score -2.308752e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 164534 members 
Entering Unmasked Estep 
Score: -23087568.000000 Penalty: 5979.499023
	Iteration 17Q: 3 clusters Score -2.308757e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 165610 members 
Entering Unmasked Estep 
Score: -23087462.000000 Penalty: 5979.499023
	Iteration 18Q: 3 clusters Score -2.308746e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 166472 members 
Entering Unmasked Estep 
Score: -23087346.000000 Penalty: 5979.499023
	Iteration 19Q: 3 clusters Score -2.308735e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 167152 members 
Entering Unmasked Estep 
Score: -23087192.000000 Penalty: 5979.499023
	Iteration 20F: 3 clusters Score -2.308719e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 167636 members 
Entering Unmasked Estep 
Score: -23086950.000000 Penalty: 5979.499023
	Iteration 21Q: 3 clusters Score -2.308695e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 168039 members 
Entering Unmasked Estep 
Score: -23086720.000000 Penalty: 5979.499023
	Iteration 22Q: 3 clusters Score -2.308672e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 168347 members 
Entering Unmasked Estep 
Score: -23086526.000000 Penalty: 5979.499023
	Iteration 23Q: 3 clusters Score -2.308653e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 168591 members 
Entering Unmasked Estep 
Score: -23086486.000000 Penalty: 5979.499023
	Iteration 24Q: 3 clusters Score -2.308649e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 168799 members 
Entering Unmasked Estep 
Score: -23086372.000000 Penalty: 5979.499023
	Iteration 25Q: 3 clusters Score -2.308637e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 168991 members 
Entering Unmasked Estep 
Score: -23086302.000000 Penalty: 5979.499023
	Iteration 26Q: 3 clusters Score -2.30863e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 169142 members 
Entering Unmasked Estep 
Score: -23086180.000000 Penalty: 5979.499023
	Iteration 27Q: 3 clusters Score -2.308618e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 169285 members 
Entering Unmasked Estep 
Score: -23086130.000000 Penalty: 5979.499023
	Iteration 28Q: 3 clusters Score -2.308613e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 169412 members 
Entering Unmasked Estep 
Score: -23086064.000000 Penalty: 5979.499023
	Iteration 29Q: 3 clusters Score -2.308606e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 169521 members 
Entering Unmasked Estep 
Score: -23086062.000000 Penalty: 5979.499023
	Iteration 30Q: 3 clusters Score -2.308606e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 169596 members 
Entering Unmasked Estep 
Score: -23086072.000000 Penalty: 5979.499023
	Iteration 31Q: 3 clusters Score -2.308607e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 169658 members 
Entering Unmasked Estep 
Score: -23086022.000000 Penalty: 5979.499023
	Iteration 32Q: 3 clusters Score -2.308602e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 169723 members 
Entering Unmasked Estep 
Score: -23086042.000000 Penalty: 5979.499023
	Iteration 33Q: 3 clusters Score -2.308604e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 169773 members 
Entering Unmasked Estep 
Score: -23086040.000000 Penalty: 5979.499023
	Iteration 34Q: 3 clusters Score -2.308604e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 169809 members 
Entering Unmasked Estep 
Score: -23086030.000000 Penalty: 5979.499023
	Iteration 35Q: 3 clusters Score -2.308603e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 169837 members 
Entering Unmasked Estep 
Score: -23086056.000000 Penalty: 5979.499023
	Iteration 36Q: 3 clusters Score -2.308606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 169853 members 
Entering Unmasked Estep 
Score: -23086042.000000 Penalty: 5979.499023
	Iteration 37Q: 3 clusters Score -2.308604e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 169869 members 
Entering Unmasked Estep 
Score: -23086048.000000 Penalty: 5979.499023
	Iteration 38Q: 3 clusters Score -2.308605e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 169893 members 
Entering Unmasked Estep 
Score: -23086008.000000 Penalty: 5979.499023
	Iteration 39Q: 3 clusters Score -2.308601e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 169911 members 
Entering Unmasked Estep 
Score: -23086024.000000 Penalty: 5979.499023
	Iteration 40F: 3 clusters Score -2.308602e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 169924 members 
Entering Unmasked Estep 
Score: -23085994.000000 Penalty: 5979.499023
	Iteration 41Q: 3 clusters Score -2.308599e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 169935 members 
Entering Unmasked Estep 
Score: -23085996.000000 Penalty: 5979.499023
	Iteration 42Q: 3 clusters Score -2.3086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 169943 members 
Entering Unmasked Estep 
Score: -23085998.000000 Penalty: 5979.499023
	Iteration 43Q: 3 clusters Score -2.3086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 169946 members 
Entering Unmasked Estep 
Score: -23085992.000000 Penalty: 5979.499023
	Iteration 44Q: 3 clusters Score -2.308599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 169950 members 
Entering Unmasked Estep 
Score: -23085988.000000 Penalty: 5979.499023
	Iteration 45Q: 3 clusters Score -2.308599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 169953 members 
Entering Unmasked Estep 
Score: -23085984.000000 Penalty: 5979.499023
	Iteration 46Q: 3 clusters Score -2.308598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 169960 members 
Entering Unmasked Estep 
Score: -23085972.000000 Penalty: 5979.499023
	Iteration 47Q: 3 clusters Score -2.308597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 169968 members 
Entering Unmasked Estep 
Score: -23085958.000000 Penalty: 5979.499023
	Iteration 48Q: 3 clusters Score -2.308596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 169973 members 
Entering Unmasked Estep 
Score: -23085968.000000 Penalty: 5979.499023
	Iteration 49Q: 3 clusters Score -2.308597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 169982 members 
Entering Unmasked Estep 
Score: -23085962.000000 Penalty: 5979.499023
	Iteration 50Q: 3 clusters Score -2.308596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 169992 members 
Entering Unmasked Estep 
Score: -23085984.000000 Penalty: 5979.499023
	Iteration 51Q: 3 clusters Score -2.308598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 170000 members 
Entering Unmasked Estep 
Score: -23085962.000000 Penalty: 5979.499023
	Iteration 52Q: 3 clusters Score -2.308596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 170011 members 
Entering Unmasked Estep 
Score: -23085960.000000 Penalty: 5979.499023
	Iteration 53Q: 3 clusters Score -2.308596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 170016 members 
Entering Unmasked Estep 
Score: -23085948.000000 Penalty: 5979.499023
	Iteration 54Q: 3 clusters Score -2.308595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 170025 members 
Entering Unmasked Estep 
Score: -23085968.000000 Penalty: 5979.499023
	Iteration 55Q: 3 clusters Score -2.308597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 170032 members 
Entering Unmasked Estep 
Score: -23085954.000000 Penalty: 5979.499023
	Iteration 56Q: 3 clusters Score -2.308595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 170041 members 
Entering Unmasked Estep 
Score: -23085964.000000 Penalty: 5979.499023
	Iteration 57Q: 3 clusters Score -2.308596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 170048 members 
Entering Unmasked Estep 
Score: -23085952.000000 Penalty: 5979.499023
	Iteration 58Q: 3 clusters Score -2.308595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 170050 members 
Entering Unmasked Estep 
Score: -23085954.000000 Penalty: 5979.499023
	Iteration 59Q: 3 clusters Score -2.308595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 170054 members 
Entering Unmasked Estep 
Score: -23085944.000000 Penalty: 5979.499023
	Iteration 60F: 3 clusters Score -2.308594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 170057 members 
Entering Unmasked Estep 
Score: -23085944.000000 Penalty: 5979.499023
	Iteration 61Q: 3 clusters Score -2.308594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 170061 members 
Entering Unmasked Estep 
Score: -23085948.000000 Penalty: 5979.499023
	Iteration 62Q: 3 clusters Score -2.308595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 170061 members 
Entering Unmasked Estep 
Score: -23085948.000000 Penalty: 5979.499023
	Iteration 63F: 3 clusters Score -2.308595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Entering Unmasked Estep 
Score: -383815.812500 Penalty: 1976.914795
	Iteration 0F: 2 clusters Score -383815.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -380721.031250 Penalty: 3953.829590
	Iteration 0F: 3 clusters Score -380721 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -381667.937500 Penalty: 3953.829590
	Iteration 1F: 3 clusters Score -381667.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -382038.250000 Penalty: 3953.829590
	Iteration 2F: 3 clusters Score -382038.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -382319.093750 Penalty: 3953.829590
	Iteration 3F: 3 clusters Score -382319.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -382565.562500 Penalty: 3953.829590
	Iteration 4F: 3 clusters Score -382565.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -382803.843750 Penalty: 3953.829590
	Iteration 5F: 3 clusters Score -382803.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -382987.156250 Penalty: 3953.829590
	Iteration 6Q: 3 clusters Score -382987.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -383125.187500 Penalty: 3953.829590
	Iteration 7Q: 3 clusters Score -383125.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -383180.375000 Penalty: 3953.829590
	Iteration 8Q: 3 clusters Score -383180.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -383203.343750 Penalty: 3953.829590
	Iteration 9Q: 3 clusters Score -383203.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -383221.281250 Penalty: 3953.829590
	Iteration 10Q: 3 clusters Score -383221.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -383242.593750 Penalty: 3953.829590
	Iteration 11Q: 3 clusters Score -383242.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -383260.687500 Penalty: 3953.829590
	Iteration 12Q: 3 clusters Score -383260.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -383274.781250 Penalty: 3953.829590
	Iteration 13Q: 3 clusters Score -383274.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -383294.031250 Penalty: 3953.829590
	Iteration 14Q: 3 clusters Score -383294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -383317.843750 Penalty: 3953.829590
	Iteration 15Q: 3 clusters Score -383317.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -383350.718750 Penalty: 3953.829590
	Iteration 16Q: 3 clusters Score -383350.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -383402.906250 Penalty: 3953.829590
	Iteration 17Q: 3 clusters Score -383402.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -383502.406250 Penalty: 3953.829590
	Iteration 18Q: 3 clusters Score -383502.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -383639.375000 Penalty: 3953.829590
	Iteration 19Q: 3 clusters Score -383639.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -383836.625000 Penalty: 3953.829590
	Iteration 20F: 3 clusters Score -383836.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -383970.187500 Penalty: 3953.829590
	Iteration 21Q: 3 clusters Score -383970.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -384040.562500 Penalty: 3953.829590
	Iteration 22Q: 3 clusters Score -384040.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -384063.718750 Penalty: 3953.829590
	Iteration 23Q: 3 clusters Score -384063.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -384067.593750 Penalty: 3953.829590
	Iteration 24Q: 3 clusters Score -384067.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -384068.593750 Penalty: 3953.829590
	Iteration 25Q: 3 clusters Score -384068.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -384068.593750 Penalty: 3953.829590
	Iteration 26F: 3 clusters Score -384068.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 161898 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 198990 members 
Mstep: Class 6 contains 15109 members 
Mstep: Class 8 contains 1764 members 
Mstep: Class 12 contains 172033 members 
Mstep: Class 13 contains 1948 members 
Mstep: Class 14 contains 21617 members 
Mstep: Class 15 contains 166925 members 
Mstep: Class 16 contains 157164 members 
Mstep: Class 18 contains 3177 members 
Mstep: Class 19 contains 27161 members 
Mstep: Class 20 contains 75431 members 
Mstep: Class 21 contains 165039 members 
Mstep: Class 22 contains 53251 members 
Mstep: Class 23 contains 155555 members 
Entering Unmasked Estep 
Score: -180346880.000000 Penalty: 59605.648438
Splitting cluster 13 changes total score from -180342880.000000 to -180346880.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 14 (21617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Entering Unmasked Estep 
Score: -2901124.500000 Penalty: 2475.346436
	Iteration 0F: 2 clusters Score -2901124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2885920.500000 Penalty: 4950.692871
	Iteration 0F: 3 clusters Score -2885920 nChanged 9516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2890951.750000 Penalty: 4950.692871
	Iteration 1F: 3 clusters Score -2890952 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2891313.500000 Penalty: 4950.692871
	Iteration 2F: 3 clusters Score -2891314 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2891600.500000 Penalty: 4950.692871
	Iteration 3Q: 3 clusters Score -2891600 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2891790.750000 Penalty: 4950.692871
	Iteration 4Q: 3 clusters Score -2891791 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2891950.750000 Penalty: 4950.692871
	Iteration 5Q: 3 clusters Score -2891951 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2892080.750000 Penalty: 4950.692871
	Iteration 6Q: 3 clusters Score -2892081 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2892201.500000 Penalty: 4950.692871
	Iteration 7Q: 3 clusters Score -2892202 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2892336.500000 Penalty: 4950.692871
	Iteration 8Q: 3 clusters Score -2892336 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2892471.500000 Penalty: 4950.692871
	Iteration 9Q: 3 clusters Score -2892472 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2892601.000000 Penalty: 4950.692871
	Iteration 10Q: 3 clusters Score -2892601 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2892724.000000 Penalty: 4950.692871
	Iteration 11Q: 3 clusters Score -2892724 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2892867.250000 Penalty: 4950.692871
	Iteration 12Q: 3 clusters Score -2892867 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2893046.250000 Penalty: 4950.692871
	Iteration 13Q: 3 clusters Score -2893046 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2893314.250000 Penalty: 4950.692871
	Iteration 14Q: 3 clusters Score -2893314 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2893680.000000 Penalty: 4950.692871
	Iteration 15Q: 3 clusters Score -2893680 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2894180.000000 Penalty: 4950.692871
	Iteration 16Q: 3 clusters Score -2894180 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2894833.000000 Penalty: 4950.692871
	Iteration 17Q: 3 clusters Score -2894833 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2895585.250000 Penalty: 4950.692871
	Iteration 18Q: 3 clusters Score -2895585 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2896368.750000 Penalty: 4950.692871
	Iteration 19Q: 3 clusters Score -2896369 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2897071.000000 Penalty: 4950.692871
	Iteration 20F: 3 clusters Score -2897071 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2897606.500000 Penalty: 4950.692871
	Iteration 21Q: 3 clusters Score -2897606 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -2897988.250000 Penalty: 4950.692871
	Iteration 22Q: 3 clusters Score -2897988 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2898287.000000 Penalty: 4950.692871
	Iteration 23Q: 3 clusters Score -2898287 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2898488.750000 Penalty: 4950.692871
	Iteration 24Q: 3 clusters Score -2898489 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2898614.000000 Penalty: 4950.692871
	Iteration 25Q: 3 clusters Score -2898614 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2898703.000000 Penalty: 4950.692871
	Iteration 26Q: 3 clusters Score -2898703 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -2898770.500000 Penalty: 4950.692871
	Iteration 27Q: 3 clusters Score -2898770 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2898827.000000 Penalty: 4950.692871
	Iteration 28Q: 3 clusters Score -2898827 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2898864.500000 Penalty: 4950.692871
	Iteration 29Q: 3 clusters Score -2898864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -2898891.000000 Penalty: 4950.692871
	Iteration 30Q: 3 clusters Score -2898891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -2898901.000000 Penalty: 4950.692871
	Iteration 31Q: 3 clusters Score -2898901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2898909.750000 Penalty: 4950.692871
	Iteration 32Q: 3 clusters Score -2898910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -2898918.750000 Penalty: 4950.692871
	Iteration 33Q: 3 clusters Score -2898919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -2898927.750000 Penalty: 4950.692871
	Iteration 34Q: 3 clusters Score -2898928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2898932.000000 Penalty: 4950.692871
	Iteration 35Q: 3 clusters Score -2898932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2898935.250000 Penalty: 4950.692871
	Iteration 36Q: 3 clusters Score -2898935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2898936.750000 Penalty: 4950.692871
	Iteration 37Q: 3 clusters Score -2898937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -2898936.500000 Penalty: 4950.692871
	Iteration 38Q: 3 clusters Score -2898936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2898943.500000 Penalty: 4950.692871
	Iteration 39Q: 3 clusters Score -2898944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -2898942.750000 Penalty: 4950.692871
	Iteration 40F: 3 clusters Score -2898943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2898942.750000 Penalty: 4950.692871
	Iteration 41Q: 3 clusters Score -2898943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2898946.250000 Penalty: 4950.692871
	Iteration 42Q: 3 clusters Score -2898946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2898950.500000 Penalty: 4950.692871
	Iteration 43Q: 3 clusters Score -2898950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2898954.000000 Penalty: 4950.692871
	Iteration 44Q: 3 clusters Score -2898954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2898961.000000 Penalty: 4950.692871
	Iteration 45Q: 3 clusters Score -2898961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -2898960.750000 Penalty: 4950.692871
	Iteration 46Q: 3 clusters Score -2898961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -2898962.250000 Penalty: 4950.692871
	Iteration 47Q: 3 clusters Score -2898962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2898964.750000 Penalty: 4950.692871
	Iteration 48Q: 3 clusters Score -2898965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -2898965.500000 Penalty: 4950.692871
	Iteration 49Q: 3 clusters Score -2898966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -2898966.000000 Penalty: 4950.692871
	Iteration 50Q: 3 clusters Score -2898966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -2898966.000000 Penalty: 4950.692871
	Iteration 51F: 3 clusters Score -2898966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (166925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166925 members 
Entering Unmasked Estep 
Score: -22117028.000000 Penalty: 2982.274414
	Iteration 0F: 2 clusters Score -2.211703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83466 members 
Mstep: Class 2 contains 83459 members 
Entering Unmasked Estep 
Score: -22010178.000000 Penalty: 5964.548828
	Iteration 0F: 3 clusters Score -2.201018e+07 nChanged 79891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83101 members 
Mstep: Class 2 contains 83824 members 
Entering Unmasked Estep 
Score: -22056648.000000 Penalty: 5964.548828
	Iteration 1F: 3 clusters Score -2.205665e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82749 members 
Mstep: Class 2 contains 84176 members 
Entering Unmasked Estep 
Score: -22057452.000000 Penalty: 5964.548828
	Iteration 2Q: 3 clusters Score -2.205745e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82259 members 
Mstep: Class 2 contains 84666 members 
Entering Unmasked Estep 
Score: -22058430.000000 Penalty: 5964.548828
	Iteration 3Q: 3 clusters Score -2.205843e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81599 members 
Mstep: Class 2 contains 85326 members 
Entering Unmasked Estep 
Score: -22059870.000000 Penalty: 5964.548828
	Iteration 4Q: 3 clusters Score -2.205987e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80962 members 
Mstep: Class 2 contains 85963 members 
Entering Unmasked Estep 
Score: -22061462.000000 Penalty: 5964.548828
	Iteration 5Q: 3 clusters Score -2.206146e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80345 members 
Mstep: Class 2 contains 86580 members 
Entering Unmasked Estep 
Score: -22063848.000000 Penalty: 5964.548828
	Iteration 6Q: 3 clusters Score -2.206385e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79930 members 
Mstep: Class 2 contains 86995 members 
Entering Unmasked Estep 
Score: -22066948.000000 Penalty: 5964.548828
	Iteration 7Q: 3 clusters Score -2.206695e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79869 members 
Mstep: Class 2 contains 87056 members 
Entering Unmasked Estep 
Score: -22071272.000000 Penalty: 5964.548828
	Iteration 8Q: 3 clusters Score -2.207127e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80398 members 
Mstep: Class 2 contains 86527 members 
Entering Unmasked Estep 
Score: -22077114.000000 Penalty: 5964.548828
	Iteration 9F: 3 clusters Score -2.207711e+07 nChanged 10391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81577 members 
Mstep: Class 2 contains 85348 members 
Entering Unmasked Estep 
Score: -22084196.000000 Penalty: 5964.548828
	Iteration 10F: 3 clusters Score -2.20842e+07 nChanged 10154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83055 members 
Mstep: Class 2 contains 83870 members 
Entering Unmasked Estep 
Score: -22090418.000000 Penalty: 5964.548828
	Iteration 11F: 3 clusters Score -2.209042e+07 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84589 members 
Mstep: Class 2 contains 82336 members 
Entering Unmasked Estep 
Score: -22093582.000000 Penalty: 5964.548828
	Iteration 12Q: 3 clusters Score -2.209358e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85974 members 
Mstep: Class 2 contains 80951 members 
Entering Unmasked Estep 
Score: -22094820.000000 Penalty: 5964.548828
	Iteration 13Q: 3 clusters Score -2.209482e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87419 members 
Mstep: Class 2 contains 79506 members 
Entering Unmasked Estep 
Score: -22095300.000000 Penalty: 5964.548828
	Iteration 14Q: 3 clusters Score -2.20953e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89038 members 
Mstep: Class 2 contains 77887 members 
Entering Unmasked Estep 
Score: -22095560.000000 Penalty: 5964.548828
	Iteration 15Q: 3 clusters Score -2.209556e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90782 members 
Mstep: Class 2 contains 76143 members 
Entering Unmasked Estep 
Score: -22095978.000000 Penalty: 5964.548828
	Iteration 16Q: 3 clusters Score -2.209598e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92592 members 
Mstep: Class 2 contains 74333 members 
Entering Unmasked Estep 
Score: -22096294.000000 Penalty: 5964.548828
	Iteration 17Q: 3 clusters Score -2.209629e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94544 members 
Mstep: Class 2 contains 72381 members 
Entering Unmasked Estep 
Score: -22096720.000000 Penalty: 5964.548828
	Iteration 18Q: 3 clusters Score -2.209672e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96667 members 
Mstep: Class 2 contains 70258 members 
Entering Unmasked Estep 
Score: -22097322.000000 Penalty: 5964.548828
	Iteration 19Q: 3 clusters Score -2.209732e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99023 members 
Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
Score: -22097924.000000 Penalty: 5964.548828
	Iteration 20F: 3 clusters Score -2.209792e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101574 members 
Mstep: Class 2 contains 65351 members 
Entering Unmasked Estep 
Score: -22098668.000000 Penalty: 5964.548828
	Iteration 21Q: 3 clusters Score -2.209867e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104275 members 
Mstep: Class 2 contains 62650 members 
Entering Unmasked Estep 
Score: -22099446.000000 Penalty: 5964.548828
	Iteration 22Q: 3 clusters Score -2.209945e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106979 members 
Mstep: Class 2 contains 59946 members 
Entering Unmasked Estep 
Score: -22100358.000000 Penalty: 5964.548828
	Iteration 23Q: 3 clusters Score -2.210036e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109865 members 
Mstep: Class 2 contains 57060 members 
Entering Unmasked Estep 
Score: -22101334.000000 Penalty: 5964.548828
	Iteration 24Q: 3 clusters Score -2.210133e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112672 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -22102430.000000 Penalty: 5964.548828
	Iteration 25Q: 3 clusters Score -2.210243e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115450 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -22103498.000000 Penalty: 5964.548828
	Iteration 26Q: 3 clusters Score -2.21035e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118250 members 
Mstep: Class 2 contains 48675 members 
Entering Unmasked Estep 
Score: -22104570.000000 Penalty: 5964.548828
	Iteration 27Q: 3 clusters Score -2.210457e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121077 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -22105654.000000 Penalty: 5964.548828
	Iteration 28Q: 3 clusters Score -2.210565e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123912 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -22106728.000000 Penalty: 5964.548828
	Iteration 29Q: 3 clusters Score -2.210673e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126686 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -22107952.000000 Penalty: 5964.548828
	Iteration 30Q: 3 clusters Score -2.210795e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129398 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -22108878.000000 Penalty: 5964.548828
	Iteration 31Q: 3 clusters Score -2.210888e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131969 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -22109734.000000 Penalty: 5964.548828
	Iteration 32Q: 3 clusters Score -2.210973e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134434 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -22110614.000000 Penalty: 5964.548828
	Iteration 33Q: 3 clusters Score -2.211061e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136709 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -22111398.000000 Penalty: 5964.548828
	Iteration 34Q: 3 clusters Score -2.21114e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138816 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -22112114.000000 Penalty: 5964.548828
	Iteration 35Q: 3 clusters Score -2.211211e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140814 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -22112834.000000 Penalty: 5964.548828
	Iteration 36Q: 3 clusters Score -2.211283e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142746 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -22113552.000000 Penalty: 5964.548828
	Iteration 37Q: 3 clusters Score -2.211355e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144577 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -22114238.000000 Penalty: 5964.548828
	Iteration 38Q: 3 clusters Score -2.211424e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146279 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -22114846.000000 Penalty: 5964.548828
	Iteration 39Q: 3 clusters Score -2.211485e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147852 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -22115470.000000 Penalty: 5964.548828
	Iteration 40F: 3 clusters Score -2.211547e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149487 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -22115952.000000 Penalty: 5964.548828
	Iteration 41Q: 3 clusters Score -2.211595e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151044 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -22116452.000000 Penalty: 5964.548828
	Iteration 42Q: 3 clusters Score -2.211645e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152479 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -22116784.000000 Penalty: 5964.548828
	Iteration 43Q: 3 clusters Score -2.211678e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153802 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -22117130.000000 Penalty: 5964.548828
	Iteration 44Q: 3 clusters Score -2.211713e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154972 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -22117394.000000 Penalty: 5964.548828
	Iteration 45Q: 3 clusters Score -2.211739e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156085 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -22117736.000000 Penalty: 5964.548828
	Iteration 46Q: 3 clusters Score -2.211774e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157081 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -22117794.000000 Penalty: 5964.548828
	Iteration 47Q: 3 clusters Score -2.211779e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157979 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -22117904.000000 Penalty: 5964.548828
	Iteration 48Q: 3 clusters Score -2.21179e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158795 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -22118006.000000 Penalty: 5964.548828
	Iteration 49Q: 3 clusters Score -2.211801e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159475 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -22118052.000000 Penalty: 5964.548828
	Iteration 50Q: 3 clusters Score -2.211805e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160052 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -22118118.000000 Penalty: 5964.548828
	Iteration 51Q: 3 clusters Score -2.211812e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160526 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -22118052.000000 Penalty: 5964.548828
	Iteration 52Q: 3 clusters Score -2.211805e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160942 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -22117958.000000 Penalty: 5964.548828
	Iteration 53Q: 3 clusters Score -2.211796e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161287 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -22117942.000000 Penalty: 5964.548828
	Iteration 54Q: 3 clusters Score -2.211794e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161603 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -22117872.000000 Penalty: 5964.548828
	Iteration 55Q: 3 clusters Score -2.211787e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161899 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -22117794.000000 Penalty: 5964.548828
	Iteration 56Q: 3 clusters Score -2.211779e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162162 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -22117728.000000 Penalty: 5964.548828
	Iteration 57Q: 3 clusters Score -2.211773e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162379 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -22117650.000000 Penalty: 5964.548828
	Iteration 58Q: 3 clusters Score -2.211765e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162568 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -22117614.000000 Penalty: 5964.548828
	Iteration 59Q: 3 clusters Score -2.211761e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162753 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -22117594.000000 Penalty: 5964.548828
	Iteration 60F: 3 clusters Score -2.211759e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162909 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -22117556.000000 Penalty: 5964.548828
	Iteration 61Q: 3 clusters Score -2.211756e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163042 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -22117580.000000 Penalty: 5964.548828
	Iteration 62Q: 3 clusters Score -2.211758e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163155 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -22117562.000000 Penalty: 5964.548828
	Iteration 63Q: 3 clusters Score -2.211756e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163252 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -22117584.000000 Penalty: 5964.548828
	Iteration 64Q: 3 clusters Score -2.211758e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163334 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -22117538.000000 Penalty: 5964.548828
	Iteration 65Q: 3 clusters Score -2.211754e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163394 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -22117522.000000 Penalty: 5964.548828
	Iteration 66Q: 3 clusters Score -2.211752e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163449 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -22117532.000000 Penalty: 5964.548828
	Iteration 67Q: 3 clusters Score -2.211753e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163499 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -22117526.000000 Penalty: 5964.548828
	Iteration 68Q: 3 clusters Score -2.211753e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163542 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -22117476.000000 Penalty: 5964.548828
	Iteration 69Q: 3 clusters Score -2.211748e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163586 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -22117470.000000 Penalty: 5964.548828
	Iteration 70Q: 3 clusters Score -2.211747e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163634 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -22117452.000000 Penalty: 5964.548828
	Iteration 71Q: 3 clusters Score -2.211745e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163681 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -22117418.000000 Penalty: 5964.548828
	Iteration 72Q: 3 clusters Score -2.211742e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163717 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -22117434.000000 Penalty: 5964.548828
	Iteration 73Q: 3 clusters Score -2.211743e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163744 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -22117414.000000 Penalty: 5964.548828
	Iteration 74Q: 3 clusters Score -2.211741e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163768 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -22117376.000000 Penalty: 5964.548828
	Iteration 75Q: 3 clusters Score -2.211738e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163783 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -22117372.000000 Penalty: 5964.548828
	Iteration 76Q: 3 clusters Score -2.211737e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163800 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -22117374.000000 Penalty: 5964.548828
	Iteration 77Q: 3 clusters Score -2.211737e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163810 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -22117350.000000 Penalty: 5964.548828
	Iteration 78Q: 3 clusters Score -2.211735e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163822 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -22117362.000000 Penalty: 5964.548828
	Iteration 79Q: 3 clusters Score -2.211736e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163835 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -22117368.000000 Penalty: 5964.548828
	Iteration 80F: 3 clusters Score -2.211737e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163846 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -22117362.000000 Penalty: 5964.548828
	Iteration 81Q: 3 clusters Score -2.211736e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163861 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -22117358.000000 Penalty: 5964.548828
	Iteration 82Q: 3 clusters Score -2.211736e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163878 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -22117328.000000 Penalty: 5964.548828
	Iteration 83Q: 3 clusters Score -2.211733e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163896 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -22117316.000000 Penalty: 5964.548828
	Iteration 84Q: 3 clusters Score -2.211732e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163920 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -22117346.000000 Penalty: 5964.548828
	Iteration 85Q: 3 clusters Score -2.211735e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163936 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -22117346.000000 Penalty: 5964.548828
	Iteration 86Q: 3 clusters Score -2.211735e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163950 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -22117354.000000 Penalty: 5964.548828
	Iteration 87Q: 3 clusters Score -2.211735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163954 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -22117342.000000 Penalty: 5964.548828
	Iteration 88Q: 3 clusters Score -2.211734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163963 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -22117340.000000 Penalty: 5964.548828
	Iteration 89Q: 3 clusters Score -2.211734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163968 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -22117358.000000 Penalty: 5964.548828
	Iteration 90Q: 3 clusters Score -2.211736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163968 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -22117358.000000 Penalty: 5964.548828
	Iteration 91F: 3 clusters Score -2.211736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 161898 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 198990 members 
Mstep: Class 5 contains 2957 members 
Mstep: Class 6 contains 15109 members 
Mstep: Class 8 contains 1764 members 
Mstep: Class 12 contains 172033 members 
Mstep: Class 13 contains 1948 members 
Mstep: Class 14 contains 21617 members 
Mstep: Class 15 contains 163968 members 
Mstep: Class 16 contains 157164 members 
Mstep: Class 18 contains 3177 members 
Mstep: Class 19 contains 27161 members 
Mstep: Class 20 contains 75431 members 
Mstep: Class 21 contains 165039 members 
Mstep: Class 22 contains 53251 members 
Mstep: Class 23 contains 155555 members 
Entering Unmasked Estep 
Score: -180347024.000000 Penalty: 63111.863281
Splitting cluster 15 changes total score from -180342880.000000 to -180347024.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 16 (157164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157164 members 
Entering Unmasked Estep 
Score: -21546602.000000 Penalty: 2967.331055
	Iteration 0F: 2 clusters Score -2.15466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78440 members 
Mstep: Class 2 contains 78724 members 
Entering Unmasked Estep 
Score: -21443106.000000 Penalty: 5934.662109
	Iteration 0F: 3 clusters Score -2.144311e+07 nChanged 74826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 82502 members 
Entering Unmasked Estep 
Score: -21486292.000000 Penalty: 5934.662109
	Iteration 1F: 3 clusters Score -2.148629e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72710 members 
Mstep: Class 2 contains 84454 members 
Entering Unmasked Estep 
Score: -21487114.000000 Penalty: 5934.662109
	Iteration 2Q: 3 clusters Score -2.148711e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69581 members 
Mstep: Class 2 contains 87583 members 
Entering Unmasked Estep 
Score: -21488294.000000 Penalty: 5934.662109
	Iteration 3Q: 3 clusters Score -2.148829e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64782 members 
Mstep: Class 2 contains 92382 members 
Entering Unmasked Estep 
Score: -21490296.000000 Penalty: 5934.662109
	Iteration 4Q: 3 clusters Score -2.14903e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57662 members 
Mstep: Class 2 contains 99502 members 
Entering Unmasked Estep 
Score: -21494082.000000 Penalty: 5934.662109
	Iteration 5Q: 3 clusters Score -2.149408e+07 nChanged 10235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 109603 members 
Entering Unmasked Estep 
Score: -21500576.000000 Penalty: 5934.662109
	Iteration 6F: 3 clusters Score -2.150058e+07 nChanged 13228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 122793 members 
Entering Unmasked Estep 
Score: -21511538.000000 Penalty: 5934.662109
	Iteration 7F: 3 clusters Score -2.151154e+07 nChanged 14250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 137041 members 
Entering Unmasked Estep 
Score: -21525302.000000 Penalty: 5934.662109
	Iteration 8F: 3 clusters Score -2.15253e+07 nChanged 11173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 148214 members 
Entering Unmasked Estep 
Score: -21536416.000000 Penalty: 5934.662109
	Iteration 9F: 3 clusters Score -2.153642e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 154019 members 
Entering Unmasked Estep 
Score: -21541566.000000 Penalty: 5934.662109
	Iteration 10Q: 3 clusters Score -2.154157e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 156069 members 
Entering Unmasked Estep 
Score: -21543120.000000 Penalty: 5934.662109
	Iteration 11Q: 3 clusters Score -2.154312e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 156641 members 
Entering Unmasked Estep 
Score: -21543606.000000 Penalty: 5934.662109
	Iteration 12Q: 3 clusters Score -2.154361e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 156819 members 
Entering Unmasked Estep 
Score: -21543782.000000 Penalty: 5934.662109
	Iteration 13Q: 3 clusters Score -2.154378e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 156872 members 
Entering Unmasked Estep 
Score: -21543844.000000 Penalty: 5934.662109
	Iteration 14Q: 3 clusters Score -2.154384e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 156904 members 
Entering Unmasked Estep 
Score: -21543898.000000 Penalty: 5934.662109
	Iteration 15Q: 3 clusters Score -2.15439e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 156916 members 
Entering Unmasked Estep 
Score: -21543922.000000 Penalty: 5934.662109
	Iteration 16Q: 3 clusters Score -2.154392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 156918 members 
Entering Unmasked Estep 
Score: -21543942.000000 Penalty: 5934.662109
	Iteration 17Q: 3 clusters Score -2.154394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 156924 members 
Entering Unmasked Estep 
Score: -21543962.000000 Penalty: 5934.662109
	Iteration 18Q: 3 clusters Score -2.154396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 156926 members 
Entering Unmasked Estep 
Score: -21543978.000000 Penalty: 5934.662109
	Iteration 19Q: 3 clusters Score -2.154398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 156927 members 
Entering Unmasked Estep 
Score: -21543974.000000 Penalty: 5934.662109
	Iteration 20F: 3 clusters Score -2.154397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 156927 members 
Entering Unmasked Estep 
Score: -21543974.000000 Penalty: 5934.662109
	Iteration 21Q: 3 clusters Score -2.154397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 156929 members 
Entering Unmasked Estep 
Score: -21543982.000000 Penalty: 5934.662109
	Iteration 22Q: 3 clusters Score -2.154398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 156929 members 
Entering Unmasked Estep 
Score: -21543972.000000 Penalty: 5934.662109
	Iteration 23Q: 3 clusters Score -2.154397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 156930 members 
Entering Unmasked Estep 
Score: -21543974.000000 Penalty: 5934.662109
	Iteration 24Q: 3 clusters Score -2.154397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 156932 members 
Entering Unmasked Estep 
Score: -21543980.000000 Penalty: 5934.662109
	Iteration 25Q: 3 clusters Score -2.154398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 156930 members 
Entering Unmasked Estep 
Score: -21543976.000000 Penalty: 5934.662109
	Iteration 26Q: 3 clusters Score -2.154398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 156929 members 
Entering Unmasked Estep 
Score: -21543984.000000 Penalty: 5934.662109
	Iteration 27Q: 3 clusters Score -2.154398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 156929 members 
Entering Unmasked Estep 
Score: -21543984.000000 Penalty: 5934.662109
	Iteration 28F: 3 clusters Score -2.154398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Entering Unmasked Estep 
Score: -346870.781250 Penalty: 1999.795898
	Iteration 0F: 2 clusters Score -346870.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -343864.937500 Penalty: 3999.591797
	Iteration 0F: 3 clusters Score -343864.9 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -349013.687500 Penalty: 3999.591797
	Iteration 1F: 3 clusters Score -349013.7 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -352695.750000 Penalty: 3999.591797
	Iteration 2F: 3 clusters Score -352695.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -355616.000000 Penalty: 3999.591797
	Iteration 3F: 3 clusters Score -355616 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -357031.000000 Penalty: 3999.591797
	Iteration 4Q: 3 clusters Score -357031 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -357324.000000 Penalty: 3999.591797
	Iteration 5Q: 3 clusters Score -357324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -357490.312500 Penalty: 3999.591797
	Iteration 6Q: 3 clusters Score -357490.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -357680.125000 Penalty: 3999.591797
	Iteration 7Q: 3 clusters Score -357680.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -357842.281250 Penalty: 3999.591797
	Iteration 8Q: 3 clusters Score -357842.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -358115.875000 Penalty: 3999.591797
	Iteration 9Q: 3 clusters Score -358115.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -358447.375000 Penalty: 3999.591797
	Iteration 10Q: 3 clusters Score -358447.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -358752.625000 Penalty: 3999.591797
	Iteration 11Q: 3 clusters Score -358752.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -358839.312500 Penalty: 3999.591797
	Iteration 12Q: 3 clusters Score -358839.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -358932.093750 Penalty: 3999.591797
	Iteration 13Q: 3 clusters Score -358932.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -359118.937500 Penalty: 3999.591797
	Iteration 14Q: 3 clusters Score -359118.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -359697.625000 Penalty: 3999.591797
	Iteration 15Q: 3 clusters Score -359697.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -360283.031250 Penalty: 3999.591797
	Iteration 16Q: 3 clusters Score -360283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -360300.312500 Penalty: 3999.591797
	Iteration 17Q: 3 clusters Score -360300.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -360301.718750 Penalty: 3999.591797
	Iteration 18Q: 3 clusters Score -360301.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -360301.718750 Penalty: 3999.591797
	Iteration 19F: 3 clusters Score -360301.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 161898 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 198990 members 
Mstep: Class 5 contains 2957 members 
Mstep: Class 6 contains 15109 members 
Mstep: Class 7 contains 2358 members 
Mstep: Class 8 contains 1764 members 
Mstep: Class 12 contains 172033 members 
Mstep: Class 13 contains 1948 members 
Mstep: Class 14 contains 21617 members 
Mstep: Class 15 contains 163968 members 
Mstep: Class 16 contains 157164 members 
Mstep: Class 18 contains 819 members 
Mstep: Class 19 contains 27161 members 
Mstep: Class 20 contains 75431 members 
Mstep: Class 21 contains 165039 members 
Mstep: Class 22 contains 53251 members 
Mstep: Class 23 contains 155555 members 
Entering Unmasked Estep 
Score: -180359232.000000 Penalty: 66618.078125
Splitting cluster 18 changes total score from -180342880.000000 to -180359232.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 19 (27161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Entering Unmasked Estep 
Score: -3593236.250000 Penalty: 2531.965332
	Iteration 0F: 2 clusters Score -3593236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -3574648.750000 Penalty: 5063.930664
	Iteration 0F: 3 clusters Score -3574649 nChanged 12003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -3581114.250000 Penalty: 5063.930664
	Iteration 1F: 3 clusters Score -3581114 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -3581762.250000 Penalty: 5063.930664
	Iteration 2F: 3 clusters Score -3581762 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -3582486.750000 Penalty: 5063.930664
	Iteration 3F: 3 clusters Score -3582487 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3583225.500000 Penalty: 5063.930664
	Iteration 4F: 3 clusters Score -3583226 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -3584024.250000 Penalty: 5063.930664
	Iteration 5F: 3 clusters Score -3584024 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -3584900.000000 Penalty: 5063.930664
	Iteration 6F: 3 clusters Score -3584900 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3585897.750000 Penalty: 5063.930664
	Iteration 7F: 3 clusters Score -3585898 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -3587038.500000 Penalty: 5063.930664
	Iteration 8F: 3 clusters Score -3587038 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -3588095.000000 Penalty: 5063.930664
	Iteration 9F: 3 clusters Score -3588095 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -3588879.000000 Penalty: 5063.930664
	Iteration 10Q: 3 clusters Score -3588879 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -3589385.500000 Penalty: 5063.930664
	Iteration 11Q: 3 clusters Score -3589386 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -3589723.000000 Penalty: 5063.930664
	Iteration 12Q: 3 clusters Score -3589723 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -3589967.500000 Penalty: 5063.930664
	Iteration 13Q: 3 clusters Score -3589968 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -3590180.250000 Penalty: 5063.930664
	Iteration 14Q: 3 clusters Score -3590180 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -3590333.500000 Penalty: 5063.930664
	Iteration 15Q: 3 clusters Score -3590334 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -3590484.000000 Penalty: 5063.930664
	Iteration 16Q: 3 clusters Score -3590484 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -3590607.750000 Penalty: 5063.930664
	Iteration 17Q: 3 clusters Score -3590608 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -3590709.000000 Penalty: 5063.930664
	Iteration 18Q: 3 clusters Score -3590709 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -3590809.500000 Penalty: 5063.930664
	Iteration 19Q: 3 clusters Score -3590810 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -3590880.750000 Penalty: 5063.930664
	Iteration 20F: 3 clusters Score -3590881 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -3590940.000000 Penalty: 5063.930664
	Iteration 21Q: 3 clusters Score -3590940 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -3591013.000000 Penalty: 5063.930664
	Iteration 22Q: 3 clusters Score -3591013 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -3591086.250000 Penalty: 5063.930664
	Iteration 23Q: 3 clusters Score -3591086 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -3591151.500000 Penalty: 5063.930664
	Iteration 24Q: 3 clusters Score -3591152 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -3591208.250000 Penalty: 5063.930664
	Iteration 25Q: 3 clusters Score -3591208 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -3591246.250000 Penalty: 5063.930664
	Iteration 26Q: 3 clusters Score -3591246 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -3591300.000000 Penalty: 5063.930664
	Iteration 27Q: 3 clusters Score -3591300 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3591342.500000 Penalty: 5063.930664
	Iteration 28Q: 3 clusters Score -3591342 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -3591388.500000 Penalty: 5063.930664
	Iteration 29Q: 3 clusters Score -3591388 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -3591417.500000 Penalty: 5063.930664
	Iteration 30Q: 3 clusters Score -3591418 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -3591437.000000 Penalty: 5063.930664
	Iteration 31Q: 3 clusters Score -3591437 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -3591466.500000 Penalty: 5063.930664
	Iteration 32Q: 3 clusters Score -3591466 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -3591492.750000 Penalty: 5063.930664
	Iteration 33Q: 3 clusters Score -3591493 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -3591529.000000 Penalty: 5063.930664
	Iteration 34Q: 3 clusters Score -3591529 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -3591540.250000 Penalty: 5063.930664
	Iteration 35Q: 3 clusters Score -3591540 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3591570.250000 Penalty: 5063.930664
	Iteration 36Q: 3 clusters Score -3591570 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3591586.250000 Penalty: 5063.930664
	Iteration 37Q: 3 clusters Score -3591586 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -3591627.500000 Penalty: 5063.930664
	Iteration 38Q: 3 clusters Score -3591628 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -3591645.500000 Penalty: 5063.930664
	Iteration 39Q: 3 clusters Score -3591646 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -3591684.250000 Penalty: 5063.930664
	Iteration 40F: 3 clusters Score -3591684 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -3591717.750000 Penalty: 5063.930664
	Iteration 41Q: 3 clusters Score -3591718 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -3591769.250000 Penalty: 5063.930664
	Iteration 42Q: 3 clusters Score -3591769 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3591826.750000 Penalty: 5063.930664
	Iteration 43Q: 3 clusters Score -3591827 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -3591878.000000 Penalty: 5063.930664
	Iteration 44Q: 3 clusters Score -3591878 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -3591908.250000 Penalty: 5063.930664
	Iteration 45Q: 3 clusters Score -3591908 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3591936.000000 Penalty: 5063.930664
	Iteration 46Q: 3 clusters Score -3591936 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -3591966.750000 Penalty: 5063.930664
	Iteration 47Q: 3 clusters Score -3591967 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3591989.000000 Penalty: 5063.930664
	Iteration 48Q: 3 clusters Score -3591989 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -3592004.500000 Penalty: 5063.930664
	Iteration 49Q: 3 clusters Score -3592004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -3592012.500000 Penalty: 5063.930664
	Iteration 50Q: 3 clusters Score -3592012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -3592020.000000 Penalty: 5063.930664
	Iteration 51Q: 3 clusters Score -3592020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -3592022.000000 Penalty: 5063.930664
	Iteration 52Q: 3 clusters Score -3592022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -3592022.250000 Penalty: 5063.930664
	Iteration 53Q: 3 clusters Score -3592022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -3592024.750000 Penalty: 5063.930664
	Iteration 54Q: 3 clusters Score -3592025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -3592024.750000 Penalty: 5063.930664
	Iteration 55Q: 3 clusters Score -3592025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -3592025.500000 Penalty: 5063.930664
	Iteration 56Q: 3 clusters Score -3592026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -3592027.750000 Penalty: 5063.930664
	Iteration 57Q: 3 clusters Score -3592028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3592030.000000 Penalty: 5063.930664
	Iteration 58Q: 3 clusters Score -3592030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -3592033.000000 Penalty: 5063.930664
	Iteration 59Q: 3 clusters Score -3592033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -3592031.750000 Penalty: 5063.930664
	Iteration 60F: 3 clusters Score -3592032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (75431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75431 members 
Entering Unmasked Estep 
Score: -10148557.000000 Penalty: 2785.281250
	Iteration 0F: 2 clusters Score -1.014856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -10098155.000000 Penalty: 5570.562500
	Iteration 0F: 3 clusters Score -1.009816e+07 nChanged 35189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -10117803.000000 Penalty: 5570.562500
	Iteration 1F: 3 clusters Score -1.01178e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -10118553.000000 Penalty: 5570.562500
	Iteration 2Q: 3 clusters Score -1.011855e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -10119484.000000 Penalty: 5570.562500
	Iteration 3Q: 3 clusters Score -1.011948e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -10120679.000000 Penalty: 5570.562500
	Iteration 4Q: 3 clusters Score -1.012068e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -10122372.000000 Penalty: 5570.562500
	Iteration 5Q: 3 clusters Score -1.012237e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -10124562.000000 Penalty: 5570.562500
	Iteration 6F: 3 clusters Score -1.012456e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -10127747.000000 Penalty: 5570.562500
	Iteration 7F: 3 clusters Score -1.012775e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -10131622.000000 Penalty: 5570.562500
	Iteration 8F: 3 clusters Score -1.013162e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -10135005.000000 Penalty: 5570.562500
	Iteration 9F: 3 clusters Score -1.0135e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -10136951.000000 Penalty: 5570.562500
	Iteration 10F: 3 clusters Score -1.013695e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -10137776.000000 Penalty: 5570.562500
	Iteration 11Q: 3 clusters Score -1.013778e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -10138174.000000 Penalty: 5570.562500
	Iteration 12Q: 3 clusters Score -1.013817e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -10138544.000000 Penalty: 5570.562500
	Iteration 13Q: 3 clusters Score -1.013854e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -10139000.000000 Penalty: 5570.562500
	Iteration 14Q: 3 clusters Score -1.0139e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -10139365.000000 Penalty: 5570.562500
	Iteration 15Q: 3 clusters Score -1.013936e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -10139718.000000 Penalty: 5570.562500
	Iteration 16Q: 3 clusters Score -1.013972e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -10139992.000000 Penalty: 5570.562500
	Iteration 17Q: 3 clusters Score -1.013999e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -10140326.000000 Penalty: 5570.562500
	Iteration 18Q: 3 clusters Score -1.014033e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -10140588.000000 Penalty: 5570.562500
	Iteration 19Q: 3 clusters Score -1.014059e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -10140801.000000 Penalty: 5570.562500
	Iteration 20F: 3 clusters Score -1.01408e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -10140992.000000 Penalty: 5570.562500
	Iteration 21Q: 3 clusters Score -1.014099e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 47774 members 
Entering Unmasked Estep 
Score: -10141187.000000 Penalty: 5570.562500
	Iteration 22Q: 3 clusters Score -1.014119e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -10141392.000000 Penalty: 5570.562500
	Iteration 23Q: 3 clusters Score -1.014139e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -10141562.000000 Penalty: 5570.562500
	Iteration 24Q: 3 clusters Score -1.014156e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 49949 members 
Entering Unmasked Estep 
Score: -10141739.000000 Penalty: 5570.562500
	Iteration 25Q: 3 clusters Score -1.014174e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -10141860.000000 Penalty: 5570.562500
	Iteration 26Q: 3 clusters Score -1.014186e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 51393 members 
Entering Unmasked Estep 
Score: -10142004.000000 Penalty: 5570.562500
	Iteration 27Q: 3 clusters Score -1.0142e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -10142170.000000 Penalty: 5570.562500
	Iteration 28Q: 3 clusters Score -1.014217e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -10142277.000000 Penalty: 5570.562500
	Iteration 29Q: 3 clusters Score -1.014228e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -10142411.000000 Penalty: 5570.562500
	Iteration 30Q: 3 clusters Score -1.014241e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -10142514.000000 Penalty: 5570.562500
	Iteration 31Q: 3 clusters Score -1.014251e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -10142611.000000 Penalty: 5570.562500
	Iteration 32Q: 3 clusters Score -1.014261e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -10142764.000000 Penalty: 5570.562500
	Iteration 33Q: 3 clusters Score -1.014276e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 56022 members 
Entering Unmasked Estep 
Score: -10142898.000000 Penalty: 5570.562500
	Iteration 34Q: 3 clusters Score -1.01429e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -10143059.000000 Penalty: 5570.562500
	Iteration 35Q: 3 clusters Score -1.014306e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -10143208.000000 Penalty: 5570.562500
	Iteration 36Q: 3 clusters Score -1.014321e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 58153 members 
Entering Unmasked Estep 
Score: -10143333.000000 Penalty: 5570.562500
	Iteration 37Q: 3 clusters Score -1.014333e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -10143516.000000 Penalty: 5570.562500
	Iteration 38Q: 3 clusters Score -1.014352e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 59578 members 
Entering Unmasked Estep 
Score: -10143676.000000 Penalty: 5570.562500
	Iteration 39Q: 3 clusters Score -1.014368e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 60258 members 
Entering Unmasked Estep 
Score: -10143783.000000 Penalty: 5570.562500
	Iteration 40F: 3 clusters Score -1.014378e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 60900 members 
Entering Unmasked Estep 
Score: -10143917.000000 Penalty: 5570.562500
	Iteration 41Q: 3 clusters Score -1.014392e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 61530 members 
Entering Unmasked Estep 
Score: -10144095.000000 Penalty: 5570.562500
	Iteration 42Q: 3 clusters Score -1.01441e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
Score: -10144250.000000 Penalty: 5570.562500
	Iteration 43Q: 3 clusters Score -1.014425e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 62735 members 
Entering Unmasked Estep 
Score: -10144337.000000 Penalty: 5570.562500
	Iteration 44Q: 3 clusters Score -1.014434e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 63284 members 
Entering Unmasked Estep 
Score: -10144488.000000 Penalty: 5570.562500
	Iteration 45Q: 3 clusters Score -1.014449e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -10144567.000000 Penalty: 5570.562500
	Iteration 46Q: 3 clusters Score -1.014457e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 64332 members 
Entering Unmasked Estep 
Score: -10144653.000000 Penalty: 5570.562500
	Iteration 47Q: 3 clusters Score -1.014465e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 64864 members 
Entering Unmasked Estep 
Score: -10144843.000000 Penalty: 5570.562500
	Iteration 48Q: 3 clusters Score -1.014484e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 65361 members 
Entering Unmasked Estep 
Score: -10144946.000000 Penalty: 5570.562500
	Iteration 49Q: 3 clusters Score -1.014495e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 65882 members 
Entering Unmasked Estep 
Score: -10145092.000000 Penalty: 5570.562500
	Iteration 50Q: 3 clusters Score -1.014509e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 66384 members 
Entering Unmasked Estep 
Score: -10145265.000000 Penalty: 5570.562500
	Iteration 51Q: 3 clusters Score -1.014526e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 66859 members 
Entering Unmasked Estep 
Score: -10145363.000000 Penalty: 5570.562500
	Iteration 52Q: 3 clusters Score -1.014536e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 67313 members 
Entering Unmasked Estep 
Score: -10145485.000000 Penalty: 5570.562500
	Iteration 53Q: 3 clusters Score -1.014548e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 67728 members 
Entering Unmasked Estep 
Score: -10145578.000000 Penalty: 5570.562500
	Iteration 54Q: 3 clusters Score -1.014558e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 68091 members 
Entering Unmasked Estep 
Score: -10145663.000000 Penalty: 5570.562500
	Iteration 55Q: 3 clusters Score -1.014566e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 68450 members 
Entering Unmasked Estep 
Score: -10145723.000000 Penalty: 5570.562500
	Iteration 56Q: 3 clusters Score -1.014572e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 68797 members 
Entering Unmasked Estep 
Score: -10145840.000000 Penalty: 5570.562500
	Iteration 57Q: 3 clusters Score -1.014584e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 69111 members 
Entering Unmasked Estep 
Score: -10145897.000000 Penalty: 5570.562500
	Iteration 58Q: 3 clusters Score -1.01459e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 69387 members 
Entering Unmasked Estep 
Score: -10145988.000000 Penalty: 5570.562500
	Iteration 59Q: 3 clusters Score -1.014599e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 69637 members 
Entering Unmasked Estep 
Score: -10146043.000000 Penalty: 5570.562500
	Iteration 60F: 3 clusters Score -1.014604e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 69874 members 
Entering Unmasked Estep 
Score: -10146081.000000 Penalty: 5570.562500
	Iteration 61Q: 3 clusters Score -1.014608e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 70084 members 
Entering Unmasked Estep 
Score: -10146147.000000 Penalty: 5570.562500
	Iteration 62Q: 3 clusters Score -1.014615e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 70280 members 
Entering Unmasked Estep 
Score: -10146173.000000 Penalty: 5570.562500
	Iteration 63Q: 3 clusters Score -1.014617e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 70457 members 
Entering Unmasked Estep 
Score: -10146228.000000 Penalty: 5570.562500
	Iteration 64Q: 3 clusters Score -1.014623e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 70628 members 
Entering Unmasked Estep 
Score: -10146240.000000 Penalty: 5570.562500
	Iteration 65Q: 3 clusters Score -1.014624e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 70785 members 
Entering Unmasked Estep 
Score: -10146279.000000 Penalty: 5570.562500
	Iteration 66Q: 3 clusters Score -1.014628e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 70941 members 
Entering Unmasked Estep 
Score: -10146310.000000 Penalty: 5570.562500
	Iteration 67Q: 3 clusters Score -1.014631e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 71080 members 
Entering Unmasked Estep 
Score: -10146356.000000 Penalty: 5570.562500
	Iteration 68Q: 3 clusters Score -1.014636e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 71204 members 
Entering Unmasked Estep 
Score: -10146387.000000 Penalty: 5570.562500
	Iteration 69Q: 3 clusters Score -1.014639e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 71305 members 
Entering Unmasked Estep 
Score: -10146404.000000 Penalty: 5570.562500
	Iteration 70Q: 3 clusters Score -1.01464e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 71389 members 
Entering Unmasked Estep 
Score: -10146403.000000 Penalty: 5570.562500
	Iteration 71Q: 3 clusters Score -1.01464e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 71473 members 
Entering Unmasked Estep 
Score: -10146403.000000 Penalty: 5570.562500
	Iteration 72Q: 3 clusters Score -1.01464e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 71554 members 
Entering Unmasked Estep 
Score: -10146412.000000 Penalty: 5570.562500
	Iteration 73Q: 3 clusters Score -1.014641e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 71636 members 
Entering Unmasked Estep 
Score: -10146423.000000 Penalty: 5570.562500
	Iteration 74Q: 3 clusters Score -1.014642e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 71705 members 
Entering Unmasked Estep 
Score: -10146426.000000 Penalty: 5570.562500
	Iteration 75Q: 3 clusters Score -1.014643e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 71766 members 
Entering Unmasked Estep 
Score: -10146447.000000 Penalty: 5570.562500
	Iteration 76Q: 3 clusters Score -1.014645e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 71820 members 
Entering Unmasked Estep 
Score: -10146431.000000 Penalty: 5570.562500
	Iteration 77Q: 3 clusters Score -1.014643e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 71868 members 
Entering Unmasked Estep 
Score: -10146452.000000 Penalty: 5570.562500
	Iteration 78Q: 3 clusters Score -1.014645e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 71913 members 
Entering Unmasked Estep 
Score: -10146445.000000 Penalty: 5570.562500
	Iteration 79Q: 3 clusters Score -1.014644e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 71961 members 
Entering Unmasked Estep 
Score: -10146470.000000 Penalty: 5570.562500
	Iteration 80F: 3 clusters Score -1.014647e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 72013 members 
Entering Unmasked Estep 
Score: -10146472.000000 Penalty: 5570.562500
	Iteration 81Q: 3 clusters Score -1.014647e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 72052 members 
Entering Unmasked Estep 
Score: -10146489.000000 Penalty: 5570.562500
	Iteration 82Q: 3 clusters Score -1.014649e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 72087 members 
Entering Unmasked Estep 
Score: -10146500.000000 Penalty: 5570.562500
	Iteration 83Q: 3 clusters Score -1.01465e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 72119 members 
Entering Unmasked Estep 
Score: -10146495.000000 Penalty: 5570.562500
	Iteration 84Q: 3 clusters Score -1.01465e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 72135 members 
Entering Unmasked Estep 
Score: -10146493.000000 Penalty: 5570.562500
	Iteration 85Q: 3 clusters Score -1.014649e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 72159 members 
Entering Unmasked Estep 
Score: -10146523.000000 Penalty: 5570.562500
	Iteration 86Q: 3 clusters Score -1.014652e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 72184 members 
Entering Unmasked Estep 
Score: -10146521.000000 Penalty: 5570.562500
	Iteration 87Q: 3 clusters Score -1.014652e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 72207 members 
Entering Unmasked Estep 
Score: -10146526.000000 Penalty: 5570.562500
	Iteration 88Q: 3 clusters Score -1.014653e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 72227 members 
Entering Unmasked Estep 
Score: -10146539.000000 Penalty: 5570.562500
	Iteration 89Q: 3 clusters Score -1.014654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 72243 members 
Entering Unmasked Estep 
Score: -10146543.000000 Penalty: 5570.562500
	Iteration 90Q: 3 clusters Score -1.014654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 72255 members 
Entering Unmasked Estep 
Score: -10146554.000000 Penalty: 5570.562500
	Iteration 91Q: 3 clusters Score -1.014655e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 72279 members 
Entering Unmasked Estep 
Score: -10146555.000000 Penalty: 5570.562500
	Iteration 92Q: 3 clusters Score -1.014656e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 72296 members 
Entering Unmasked Estep 
Score: -10146545.000000 Penalty: 5570.562500
	Iteration 93Q: 3 clusters Score -1.014654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 72312 members 
Entering Unmasked Estep 
Score: -10146545.000000 Penalty: 5570.562500
	Iteration 94Q: 3 clusters Score -1.014654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 72321 members 
Entering Unmasked Estep 
Score: -10146539.000000 Penalty: 5570.562500
	Iteration 95Q: 3 clusters Score -1.014654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 72331 members 
Entering Unmasked Estep 
Score: -10146549.000000 Penalty: 5570.562500
	Iteration 96Q: 3 clusters Score -1.014655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 72341 members 
Entering Unmasked Estep 
Score: -10146556.000000 Penalty: 5570.562500
	Iteration 97Q: 3 clusters Score -1.014656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 72347 members 
Entering Unmasked Estep 
Score: -10146548.000000 Penalty: 5570.562500
	Iteration 98Q: 3 clusters Score -1.014655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 72358 members 
Entering Unmasked Estep 
Score: -10146554.000000 Penalty: 5570.562500
	Iteration 99Q: 3 clusters Score -1.014655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 72372 members 
Entering Unmasked Estep 
Score: -10146550.000000 Penalty: 5570.562500
	Iteration 100F: 3 clusters Score -1.014655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 72386 members 
Entering Unmasked Estep 
Score: -10146554.000000 Penalty: 5570.562500
	Iteration 101Q: 3 clusters Score -1.014655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 72398 members 
Entering Unmasked Estep 
Score: -10146546.000000 Penalty: 5570.562500
	Iteration 102Q: 3 clusters Score -1.014655e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 72415 members 
Entering Unmasked Estep 
Score: -10146553.000000 Penalty: 5570.562500
	Iteration 103Q: 3 clusters Score -1.014655e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 72433 members 
Entering Unmasked Estep 
Score: -10146567.000000 Penalty: 5570.562500
	Iteration 104Q: 3 clusters Score -1.014657e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 72447 members 
Entering Unmasked Estep 
Score: -10146574.000000 Penalty: 5570.562500
	Iteration 105Q: 3 clusters Score -1.014657e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 72459 members 
Entering Unmasked Estep 
Score: -10146585.000000 Penalty: 5570.562500
	Iteration 106Q: 3 clusters Score -1.014658e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 72470 members 
Entering Unmasked Estep 
Score: -10146583.000000 Penalty: 5570.562500
	Iteration 107Q: 3 clusters Score -1.014658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 72478 members 
Entering Unmasked Estep 
Score: -10146575.000000 Penalty: 5570.562500
	Iteration 108Q: 3 clusters Score -1.014658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 72487 members 
Entering Unmasked Estep 
Score: -10146586.000000 Penalty: 5570.562500
	Iteration 109Q: 3 clusters Score -1.014659e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 72498 members 
Entering Unmasked Estep 
Score: -10146585.000000 Penalty: 5570.562500
	Iteration 110Q: 3 clusters Score -1.014658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 72511 members 
Entering Unmasked Estep 
Score: -10146592.000000 Penalty: 5570.562500
	Iteration 111Q: 3 clusters Score -1.014659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 72520 members 
Entering Unmasked Estep 
Score: -10146592.000000 Penalty: 5570.562500
	Iteration 112Q: 3 clusters Score -1.014659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 72525 members 
Entering Unmasked Estep 
Score: -10146595.000000 Penalty: 5570.562500
	Iteration 113Q: 3 clusters Score -1.01466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 72531 members 
Entering Unmasked Estep 
Score: -10146594.000000 Penalty: 5570.562500
	Iteration 114Q: 3 clusters Score -1.014659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -10146590.000000 Penalty: 5570.562500
	Iteration 115Q: 3 clusters Score -1.014659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 72547 members 
Entering Unmasked Estep 
Score: -10146591.000000 Penalty: 5570.562500
	Iteration 116Q: 3 clusters Score -1.014659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 72553 members 
Entering Unmasked Estep 
Score: -10146596.000000 Penalty: 5570.562500
	Iteration 117Q: 3 clusters Score -1.01466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 72563 members 
Entering Unmasked Estep 
Score: -10146586.000000 Penalty: 5570.562500
	Iteration 118Q: 3 clusters Score -1.014659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 72570 members 
Entering Unmasked Estep 
Score: -10146595.000000 Penalty: 5570.562500
	Iteration 119Q: 3 clusters Score -1.01466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 72578 members 
Entering Unmasked Estep 
Score: -10146603.000000 Penalty: 5570.562500
	Iteration 120F: 3 clusters Score -1.01466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 72584 members 
Entering Unmasked Estep 
Score: -10146604.000000 Penalty: 5570.562500
	Iteration 121Q: 3 clusters Score -1.01466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 72589 members 
Entering Unmasked Estep 
Score: -10146607.000000 Penalty: 5570.562500
	Iteration 122Q: 3 clusters Score -1.014661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 72591 members 
Entering Unmasked Estep 
Score: -10146603.000000 Penalty: 5570.562500
	Iteration 123Q: 3 clusters Score -1.01466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 72596 members 
Entering Unmasked Estep 
Score: -10146608.000000 Penalty: 5570.562500
	Iteration 124Q: 3 clusters Score -1.014661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 72600 members 
Entering Unmasked Estep 
Score: -10146614.000000 Penalty: 5570.562500
	Iteration 125Q: 3 clusters Score -1.014661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 72603 members 
Entering Unmasked Estep 
Score: -10146615.000000 Penalty: 5570.562500
	Iteration 126Q: 3 clusters Score -1.014662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 72607 members 
Entering Unmasked Estep 
Score: -10146618.000000 Penalty: 5570.562500
	Iteration 127Q: 3 clusters Score -1.014662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 72611 members 
Entering Unmasked Estep 
Score: -10146610.000000 Penalty: 5570.562500
	Iteration 128Q: 3 clusters Score -1.014661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 72616 members 
Entering Unmasked Estep 
Score: -10146620.000000 Penalty: 5570.562500
	Iteration 129Q: 3 clusters Score -1.014662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 72623 members 
Entering Unmasked Estep 
Score: -10146633.000000 Penalty: 5570.562500
	Iteration 130Q: 3 clusters Score -1.014663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 72631 members 
Entering Unmasked Estep 
Score: -10146627.000000 Penalty: 5570.562500
	Iteration 131Q: 3 clusters Score -1.014663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 72640 members 
Entering Unmasked Estep 
Score: -10146614.000000 Penalty: 5570.562500
	Iteration 132Q: 3 clusters Score -1.014661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 72649 members 
Entering Unmasked Estep 
Score: -10146625.000000 Penalty: 5570.562500
	Iteration 133Q: 3 clusters Score -1.014662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 72661 members 
Entering Unmasked Estep 
Score: -10146635.000000 Penalty: 5570.562500
	Iteration 134Q: 3 clusters Score -1.014664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 72671 members 
Entering Unmasked Estep 
Score: -10146627.000000 Penalty: 5570.562500
	Iteration 135Q: 3 clusters Score -1.014663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 72678 members 
Entering Unmasked Estep 
Score: -10146625.000000 Penalty: 5570.562500
	Iteration 136Q: 3 clusters Score -1.014662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 72685 members 
Entering Unmasked Estep 
Score: -10146611.000000 Penalty: 5570.562500
	Iteration 137Q: 3 clusters Score -1.014661e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 72698 members 
Entering Unmasked Estep 
Score: -10146630.000000 Penalty: 5570.562500
	Iteration 138Q: 3 clusters Score -1.014663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 72711 members 
Entering Unmasked Estep 
Score: -10146646.000000 Penalty: 5570.562500
	Iteration 139Q: 3 clusters Score -1.014665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 72720 members 
Entering Unmasked Estep 
Score: -10146643.000000 Penalty: 5570.562500
	Iteration 140F: 3 clusters Score -1.014664e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 72732 members 
Entering Unmasked Estep 
Score: -10146636.000000 Penalty: 5570.562500
	Iteration 141Q: 3 clusters Score -1.014664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 72747 members 
Entering Unmasked Estep 
Score: -10146643.000000 Penalty: 5570.562500
	Iteration 142Q: 3 clusters Score -1.014664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 72760 members 
Entering Unmasked Estep 
Score: -10146649.000000 Penalty: 5570.562500
	Iteration 143Q: 3 clusters Score -1.014665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 72771 members 
Entering Unmasked Estep 
Score: -10146635.000000 Penalty: 5570.562500
	Iteration 144Q: 3 clusters Score -1.014664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 72779 members 
Entering Unmasked Estep 
Score: -10146633.000000 Penalty: 5570.562500
	Iteration 145Q: 3 clusters Score -1.014663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -10146642.000000 Penalty: 5570.562500
	Iteration 146Q: 3 clusters Score -1.014664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
Score: -10146642.000000 Penalty: 5570.562500
	Iteration 147Q: 3 clusters Score -1.014664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
Score: -10146642.000000 Penalty: 5570.562500
	Iteration 148F: 3 clusters Score -1.014664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (165039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165039 members 
Entering Unmasked Estep 
Score: -22094562.000000 Penalty: 2979.456299
	Iteration 0F: 2 clusters Score -2.209456e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82730 members 
Mstep: Class 2 contains 82309 members 
Entering Unmasked Estep 
Score: -21988450.000000 Penalty: 5958.912598
	Iteration 0F: 3 clusters Score -2.198845e+07 nChanged 79176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86330 members 
Mstep: Class 2 contains 78709 members 
Entering Unmasked Estep 
Score: -22035192.000000 Penalty: 5958.912598
	Iteration 1F: 3 clusters Score -2.203519e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88836 members 
Mstep: Class 2 contains 76203 members 
Entering Unmasked Estep 
Score: -22037008.000000 Penalty: 5958.912598
	Iteration 2Q: 3 clusters Score -2.203701e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92680 members 
Mstep: Class 2 contains 72359 members 
Entering Unmasked Estep 
Score: -22039814.000000 Penalty: 5958.912598
	Iteration 3Q: 3 clusters Score -2.203981e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98447 members 
Mstep: Class 2 contains 66592 members 
Entering Unmasked Estep 
Score: -22044348.000000 Penalty: 5958.912598
	Iteration 4F: 3 clusters Score -2.204435e+07 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106343 members 
Mstep: Class 2 contains 58696 members 
Entering Unmasked Estep 
Score: -22051622.000000 Penalty: 5958.912598
	Iteration 5F: 3 clusters Score -2.205162e+07 nChanged 12112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115487 members 
Mstep: Class 2 contains 49552 members 
Entering Unmasked Estep 
Score: -22061422.000000 Penalty: 5958.912598
	Iteration 6F: 3 clusters Score -2.206142e+07 nChanged 11135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123534 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -22071020.000000 Penalty: 5958.912598
	Iteration 7F: 3 clusters Score -2.207102e+07 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128875 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -22077354.000000 Penalty: 5958.912598
	Iteration 8F: 3 clusters Score -2.207735e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131989 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -22080606.000000 Penalty: 5958.912598
	Iteration 9Q: 3 clusters Score -2.208061e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134394 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -22082396.000000 Penalty: 5958.912598
	Iteration 10Q: 3 clusters Score -2.20824e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136346 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -22083740.000000 Penalty: 5958.912598
	Iteration 11Q: 3 clusters Score -2.208374e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138137 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -22084772.000000 Penalty: 5958.912598
	Iteration 12Q: 3 clusters Score -2.208477e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139889 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -22085728.000000 Penalty: 5958.912598
	Iteration 13Q: 3 clusters Score -2.208573e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141450 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -22086638.000000 Penalty: 5958.912598
	Iteration 14Q: 3 clusters Score -2.208664e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142945 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -22087712.000000 Penalty: 5958.912598
	Iteration 15Q: 3 clusters Score -2.208771e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144409 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -22088388.000000 Penalty: 5958.912598
	Iteration 16Q: 3 clusters Score -2.208839e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145818 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -22089002.000000 Penalty: 5958.912598
	Iteration 17Q: 3 clusters Score -2.2089e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147144 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -22089680.000000 Penalty: 5958.912598
	Iteration 18Q: 3 clusters Score -2.208968e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148420 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -22090150.000000 Penalty: 5958.912598
	Iteration 19Q: 3 clusters Score -2.209015e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149651 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -22090784.000000 Penalty: 5958.912598
	Iteration 20F: 3 clusters Score -2.209078e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150879 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -22091188.000000 Penalty: 5958.912598
	Iteration 21Q: 3 clusters Score -2.209119e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152009 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -22091612.000000 Penalty: 5958.912598
	Iteration 22Q: 3 clusters Score -2.209161e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153078 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -22092172.000000 Penalty: 5958.912598
	Iteration 23Q: 3 clusters Score -2.209217e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154097 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -22092634.000000 Penalty: 5958.912598
	Iteration 24Q: 3 clusters Score -2.209263e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155130 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -22092842.000000 Penalty: 5958.912598
	Iteration 25Q: 3 clusters Score -2.209284e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156081 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -22093140.000000 Penalty: 5958.912598
	Iteration 26Q: 3 clusters Score -2.209314e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157002 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -22093460.000000 Penalty: 5958.912598
	Iteration 27Q: 3 clusters Score -2.209346e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157853 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -22093564.000000 Penalty: 5958.912598
	Iteration 28Q: 3 clusters Score -2.209356e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158584 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -22093572.000000 Penalty: 5958.912598
	Iteration 29Q: 3 clusters Score -2.209357e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159251 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -22093670.000000 Penalty: 5958.912598
	Iteration 30Q: 3 clusters Score -2.209367e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159841 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -22093764.000000 Penalty: 5958.912598
	Iteration 31Q: 3 clusters Score -2.209376e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160365 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -22093750.000000 Penalty: 5958.912598
	Iteration 32Q: 3 clusters Score -2.209375e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160839 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -22093698.000000 Penalty: 5958.912598
	Iteration 33Q: 3 clusters Score -2.20937e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161229 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -22093722.000000 Penalty: 5958.912598
	Iteration 34Q: 3 clusters Score -2.209372e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161576 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -22093756.000000 Penalty: 5958.912598
	Iteration 35Q: 3 clusters Score -2.209376e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161871 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -22093790.000000 Penalty: 5958.912598
	Iteration 36Q: 3 clusters Score -2.209379e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162120 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -22093768.000000 Penalty: 5958.912598
	Iteration 37Q: 3 clusters Score -2.209377e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162306 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -22093736.000000 Penalty: 5958.912598
	Iteration 38Q: 3 clusters Score -2.209374e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162453 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -22093676.000000 Penalty: 5958.912598
	Iteration 39Q: 3 clusters Score -2.209368e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162556 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -22093614.000000 Penalty: 5958.912598
	Iteration 40F: 3 clusters Score -2.209361e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162663 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -22093602.000000 Penalty: 5958.912598
	Iteration 41Q: 3 clusters Score -2.20936e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162763 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -22093608.000000 Penalty: 5958.912598
	Iteration 42Q: 3 clusters Score -2.209361e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162869 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -22093558.000000 Penalty: 5958.912598
	Iteration 43Q: 3 clusters Score -2.209356e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162969 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -22093506.000000 Penalty: 5958.912598
	Iteration 44Q: 3 clusters Score -2.209351e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163050 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -22093492.000000 Penalty: 5958.912598
	Iteration 45Q: 3 clusters Score -2.209349e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163120 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -22093514.000000 Penalty: 5958.912598
	Iteration 46Q: 3 clusters Score -2.209351e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163182 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -22093470.000000 Penalty: 5958.912598
	Iteration 47Q: 3 clusters Score -2.209347e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163243 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -22093428.000000 Penalty: 5958.912598
	Iteration 48Q: 3 clusters Score -2.209343e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163299 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -22093414.000000 Penalty: 5958.912598
	Iteration 49Q: 3 clusters Score -2.209341e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163360 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -22093390.000000 Penalty: 5958.912598
	Iteration 50Q: 3 clusters Score -2.209339e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163407 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -22093358.000000 Penalty: 5958.912598
	Iteration 51Q: 3 clusters Score -2.209336e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163457 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -22093364.000000 Penalty: 5958.912598
	Iteration 52Q: 3 clusters Score -2.209336e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163497 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -22093316.000000 Penalty: 5958.912598
	Iteration 53Q: 3 clusters Score -2.209332e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163524 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -22093340.000000 Penalty: 5958.912598
	Iteration 54Q: 3 clusters Score -2.209334e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163547 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -22093322.000000 Penalty: 5958.912598
	Iteration 55Q: 3 clusters Score -2.209332e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163563 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -22093288.000000 Penalty: 5958.912598
	Iteration 56Q: 3 clusters Score -2.209329e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163577 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -22093294.000000 Penalty: 5958.912598
	Iteration 57Q: 3 clusters Score -2.209329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163595 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -22093294.000000 Penalty: 5958.912598
	Iteration 58Q: 3 clusters Score -2.209329e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163614 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -22093284.000000 Penalty: 5958.912598
	Iteration 59Q: 3 clusters Score -2.209328e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163631 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -22093266.000000 Penalty: 5958.912598
	Iteration 60F: 3 clusters Score -2.209327e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163651 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -22093268.000000 Penalty: 5958.912598
	Iteration 61Q: 3 clusters Score -2.209327e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163665 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -22093260.000000 Penalty: 5958.912598
	Iteration 62Q: 3 clusters Score -2.209326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163681 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -22093226.000000 Penalty: 5958.912598
	Iteration 63Q: 3 clusters Score -2.209323e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163701 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -22093236.000000 Penalty: 5958.912598
	Iteration 64Q: 3 clusters Score -2.209324e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163716 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -22093232.000000 Penalty: 5958.912598
	Iteration 65Q: 3 clusters Score -2.209323e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163728 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -22093250.000000 Penalty: 5958.912598
	Iteration 66Q: 3 clusters Score -2.209325e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163736 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -22093224.000000 Penalty: 5958.912598
	Iteration 67Q: 3 clusters Score -2.209322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163744 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -22093226.000000 Penalty: 5958.912598
	Iteration 68Q: 3 clusters Score -2.209323e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163750 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -22093222.000000 Penalty: 5958.912598
	Iteration 69Q: 3 clusters Score -2.209322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163759 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -22093224.000000 Penalty: 5958.912598
	Iteration 70Q: 3 clusters Score -2.209322e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163774 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -22093228.000000 Penalty: 5958.912598
	Iteration 71Q: 3 clusters Score -2.209323e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163781 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -22093230.000000 Penalty: 5958.912598
	Iteration 72Q: 3 clusters Score -2.209323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163796 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -22093214.000000 Penalty: 5958.912598
	Iteration 73Q: 3 clusters Score -2.209321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163806 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -22093212.000000 Penalty: 5958.912598
	Iteration 74Q: 3 clusters Score -2.209321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163814 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -22093200.000000 Penalty: 5958.912598
	Iteration 75Q: 3 clusters Score -2.20932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163820 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -22093214.000000 Penalty: 5958.912598
	Iteration 76Q: 3 clusters Score -2.209321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163827 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -22093216.000000 Penalty: 5958.912598
	Iteration 77Q: 3 clusters Score -2.209322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163831 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -22093210.000000 Penalty: 5958.912598
	Iteration 78Q: 3 clusters Score -2.209321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163832 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -22093208.000000 Penalty: 5958.912598
	Iteration 79Q: 3 clusters Score -2.209321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163832 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -22093208.000000 Penalty: 5958.912598
	Iteration 80F: 3 clusters Score -2.209321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (53251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53251 members 
Entering Unmasked Estep 
Score: -6825938.500000 Penalty: 2698.927246
	Iteration 0F: 2 clusters Score -6825938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -6790027.500000 Penalty: 5397.854492
	Iteration 0F: 3 clusters Score -6790028 nChanged 24847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -6803597.000000 Penalty: 5397.854492
	Iteration 1F: 3 clusters Score -6803597 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -6804129.500000 Penalty: 5397.854492
	Iteration 2Q: 3 clusters Score -6804130 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -6804775.500000 Penalty: 5397.854492
	Iteration 3Q: 3 clusters Score -6804776 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -6805663.000000 Penalty: 5397.854492
	Iteration 4Q: 3 clusters Score -6805663 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -6807299.000000 Penalty: 5397.854492
	Iteration 5F: 3 clusters Score -6807299 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -6810906.500000 Penalty: 5397.854492
	Iteration 6F: 3 clusters Score -6810906 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -6815508.000000 Penalty: 5397.854492
	Iteration 7F: 3 clusters Score -6815508 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -6819393.500000 Penalty: 5397.854492
	Iteration 8F: 3 clusters Score -6819394 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -6821838.500000 Penalty: 5397.854492
	Iteration 9F: 3 clusters Score -6821838 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -6823452.000000 Penalty: 5397.854492
	Iteration 10Q: 3 clusters Score -6823452 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -6824587.000000 Penalty: 5397.854492
	Iteration 11Q: 3 clusters Score -6824587 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -6825435.000000 Penalty: 5397.854492
	Iteration 12Q: 3 clusters Score -6825435 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -6826036.500000 Penalty: 5397.854492
	Iteration 13Q: 3 clusters Score -6826036 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -6826460.000000 Penalty: 5397.854492
	Iteration 14Q: 3 clusters Score -6826460 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -6826700.000000 Penalty: 5397.854492
	Iteration 15Q: 3 clusters Score -6826700 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -6826831.000000 Penalty: 5397.854492
	Iteration 16Q: 3 clusters Score -6826831 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -6826919.500000 Penalty: 5397.854492
	Iteration 17Q: 3 clusters Score -6826920 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -6826947.500000 Penalty: 5397.854492
	Iteration 18Q: 3 clusters Score -6826948 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -6826950.500000 Penalty: 5397.854492
	Iteration 19Q: 3 clusters Score -6826950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -6826972.500000 Penalty: 5397.854492
	Iteration 20F: 3 clusters Score -6826972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -6826982.500000 Penalty: 5397.854492
	Iteration 21Q: 3 clusters Score -6826982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -6827001.000000 Penalty: 5397.854492
	Iteration 22Q: 3 clusters Score -6827001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -6827013.000000 Penalty: 5397.854492
	Iteration 23Q: 3 clusters Score -6827013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6827020.000000 Penalty: 5397.854492
	Iteration 24Q: 3 clusters Score -6827020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6827030.000000 Penalty: 5397.854492
	Iteration 25Q: 3 clusters Score -6827030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -6827036.000000 Penalty: 5397.854492
	Iteration 26Q: 3 clusters Score -6827036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6827041.000000 Penalty: 5397.854492
	Iteration 27Q: 3 clusters Score -6827041 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -6827056.000000 Penalty: 5397.854492
	Iteration 28Q: 3 clusters Score -6827056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -6827062.000000 Penalty: 5397.854492
	Iteration 29Q: 3 clusters Score -6827062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -6827058.500000 Penalty: 5397.854492
	Iteration 30Q: 3 clusters Score -6827058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -6827061.500000 Penalty: 5397.854492
	Iteration 31Q: 3 clusters Score -6827062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -6827064.000000 Penalty: 5397.854492
	Iteration 32Q: 3 clusters Score -6827064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -6827062.500000 Penalty: 5397.854492
	Iteration 33Q: 3 clusters Score -6827062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -6827069.000000 Penalty: 5397.854492
	Iteration 34Q: 3 clusters Score -6827069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -6827067.500000 Penalty: 5397.854492
	Iteration 35Q: 3 clusters Score -6827068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -6827069.000000 Penalty: 5397.854492
	Iteration 36Q: 3 clusters Score -6827069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -6827069.000000 Penalty: 5397.854492
	Iteration 37F: 3 clusters Score -6827069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 161898 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 198990 members 
Mstep: Class 5 contains 2957 members 
Mstep: Class 6 contains 15109 members 
Mstep: Class 7 contains 2358 members 
Mstep: Class 8 contains 1764 members 
Mstep: Class 9 contains 2062 members 
Mstep: Class 12 contains 172033 members 
Mstep: Class 13 contains 1948 members 
Mstep: Class 14 contains 21617 members 
Mstep: Class 15 contains 163968 members 
Mstep: Class 16 contains 157164 members 
Mstep: Class 18 contains 819 members 
Mstep: Class 19 contains 27161 members 
Mstep: Class 20 contains 75431 members 
Mstep: Class 21 contains 165039 members 
Mstep: Class 22 contains 51189 members 
Mstep: Class 23 contains 155555 members 
Entering Unmasked Estep 
Score: -180359472.000000 Penalty: 70124.296875
Splitting cluster 22 changes total score from -180342880.000000 to -180359472.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 23 (155555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155555 members 
Entering Unmasked Estep 
Score: -20625896.000000 Penalty: 2964.779297
	Iteration 0F: 2 clusters Score -2.06259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77898 members 
Mstep: Class 2 contains 77657 members 
Entering Unmasked Estep 
Score: -20523196.000000 Penalty: 5929.558594
	Iteration 0F: 3 clusters Score -2.05232e+07 nChanged 74394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78562 members 
Mstep: Class 2 contains 76993 members 
Entering Unmasked Estep 
Score: -20566412.000000 Penalty: 5929.558594
	Iteration 1F: 3 clusters Score -2.056641e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79033 members 
Mstep: Class 2 contains 76522 members 
Entering Unmasked Estep 
Score: -20567572.000000 Penalty: 5929.558594
	Iteration 2Q: 3 clusters Score -2.056757e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79633 members 
Mstep: Class 2 contains 75922 members 
Entering Unmasked Estep 
Score: -20568606.000000 Penalty: 5929.558594
	Iteration 3Q: 3 clusters Score -2.056861e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80565 members 
Mstep: Class 2 contains 74990 members 
Entering Unmasked Estep 
Score: -20570064.000000 Penalty: 5929.558594
	Iteration 4Q: 3 clusters Score -2.057006e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81975 members 
Mstep: Class 2 contains 73580 members 
Entering Unmasked Estep 
Score: -20572246.000000 Penalty: 5929.558594
	Iteration 5Q: 3 clusters Score -2.057225e+07 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84124 members 
Mstep: Class 2 contains 71431 members 
Entering Unmasked Estep 
Score: -20575218.000000 Penalty: 5929.558594
	Iteration 6Q: 3 clusters Score -2.057522e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87429 members 
Mstep: Class 2 contains 68126 members 
Entering Unmasked Estep 
Score: -20579522.000000 Penalty: 5929.558594
	Iteration 7Q: 3 clusters Score -2.057952e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92131 members 
Mstep: Class 2 contains 63424 members 
Entering Unmasked Estep 
Score: -20585848.000000 Penalty: 5929.558594
	Iteration 8F: 3 clusters Score -2.058585e+07 nChanged 10152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97747 members 
Mstep: Class 2 contains 57808 members 
Entering Unmasked Estep 
Score: -20593266.000000 Penalty: 5929.558594
	Iteration 9F: 3 clusters Score -2.059327e+07 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103613 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -20600782.000000 Penalty: 5929.558594
	Iteration 10F: 3 clusters Score -2.060078e+07 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108609 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -20606772.000000 Penalty: 5929.558594
	Iteration 11F: 3 clusters Score -2.060677e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112632 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -20610682.000000 Penalty: 5929.558594
	Iteration 12Q: 3 clusters Score -2.061068e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115968 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -20613248.000000 Penalty: 5929.558594
	Iteration 13Q: 3 clusters Score -2.061325e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119110 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -20615366.000000 Penalty: 5929.558594
	Iteration 14Q: 3 clusters Score -2.061537e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121961 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -20617116.000000 Penalty: 5929.558594
	Iteration 15Q: 3 clusters Score -2.061712e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124545 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -20618924.000000 Penalty: 5929.558594
	Iteration 16Q: 3 clusters Score -2.061892e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126803 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -20620182.000000 Penalty: 5929.558594
	Iteration 17Q: 3 clusters Score -2.062018e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128710 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -20621264.000000 Penalty: 5929.558594
	Iteration 18Q: 3 clusters Score -2.062126e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130287 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -20622030.000000 Penalty: 5929.558594
	Iteration 19Q: 3 clusters Score -2.062203e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131740 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -20622734.000000 Penalty: 5929.558594
	Iteration 20F: 3 clusters Score -2.062273e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133047 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -20623346.000000 Penalty: 5929.558594
	Iteration 21Q: 3 clusters Score -2.062335e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134252 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -20623850.000000 Penalty: 5929.558594
	Iteration 22Q: 3 clusters Score -2.062385e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135309 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -20624234.000000 Penalty: 5929.558594
	Iteration 23Q: 3 clusters Score -2.062423e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136259 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -20624438.000000 Penalty: 5929.558594
	Iteration 24Q: 3 clusters Score -2.062444e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137116 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -20624716.000000 Penalty: 5929.558594
	Iteration 25Q: 3 clusters Score -2.062472e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137929 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -20624828.000000 Penalty: 5929.558594
	Iteration 26Q: 3 clusters Score -2.062483e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138655 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -20625002.000000 Penalty: 5929.558594
	Iteration 27Q: 3 clusters Score -2.0625e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139315 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -20625136.000000 Penalty: 5929.558594
	Iteration 28Q: 3 clusters Score -2.062514e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139894 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -20625276.000000 Penalty: 5929.558594
	Iteration 29Q: 3 clusters Score -2.062528e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140469 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -20625386.000000 Penalty: 5929.558594
	Iteration 30Q: 3 clusters Score -2.062539e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140962 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -20625460.000000 Penalty: 5929.558594
	Iteration 31Q: 3 clusters Score -2.062546e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141401 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -20625642.000000 Penalty: 5929.558594
	Iteration 32Q: 3 clusters Score -2.062564e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141822 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -20625692.000000 Penalty: 5929.558594
	Iteration 33Q: 3 clusters Score -2.062569e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142244 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -20625810.000000 Penalty: 5929.558594
	Iteration 34Q: 3 clusters Score -2.062581e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142662 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -20625872.000000 Penalty: 5929.558594
	Iteration 35Q: 3 clusters Score -2.062587e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143056 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -20625950.000000 Penalty: 5929.558594
	Iteration 36Q: 3 clusters Score -2.062595e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143446 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -20626012.000000 Penalty: 5929.558594
	Iteration 37Q: 3 clusters Score -2.062601e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143826 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -20626132.000000 Penalty: 5929.558594
	Iteration 38Q: 3 clusters Score -2.062613e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144207 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -20626280.000000 Penalty: 5929.558594
	Iteration 39Q: 3 clusters Score -2.062628e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144548 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -20626368.000000 Penalty: 5929.558594
	Iteration 40F: 3 clusters Score -2.062637e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144862 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -20626424.000000 Penalty: 5929.558594
	Iteration 41Q: 3 clusters Score -2.062642e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145111 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -20626398.000000 Penalty: 5929.558594
	Iteration 42Q: 3 clusters Score -2.06264e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145348 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -20626446.000000 Penalty: 5929.558594
	Iteration 43Q: 3 clusters Score -2.062645e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145564 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -20626510.000000 Penalty: 5929.558594
	Iteration 44Q: 3 clusters Score -2.062651e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145784 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -20626544.000000 Penalty: 5929.558594
	Iteration 45Q: 3 clusters Score -2.062654e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146015 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -20626538.000000 Penalty: 5929.558594
	Iteration 46Q: 3 clusters Score -2.062654e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146256 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -20626588.000000 Penalty: 5929.558594
	Iteration 47Q: 3 clusters Score -2.062659e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146475 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -20626564.000000 Penalty: 5929.558594
	Iteration 48Q: 3 clusters Score -2.062656e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146682 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -20626528.000000 Penalty: 5929.558594
	Iteration 49Q: 3 clusters Score -2.062653e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146887 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -20626522.000000 Penalty: 5929.558594
	Iteration 50Q: 3 clusters Score -2.062652e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147105 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -20626542.000000 Penalty: 5929.558594
	Iteration 51Q: 3 clusters Score -2.062654e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147296 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -20626562.000000 Penalty: 5929.558594
	Iteration 52Q: 3 clusters Score -2.062656e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147486 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -20626562.000000 Penalty: 5929.558594
	Iteration 53Q: 3 clusters Score -2.062656e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147669 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -20626644.000000 Penalty: 5929.558594
	Iteration 54Q: 3 clusters Score -2.062664e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147852 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -20626634.000000 Penalty: 5929.558594
	Iteration 55Q: 3 clusters Score -2.062663e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148027 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -20626678.000000 Penalty: 5929.558594
	Iteration 56Q: 3 clusters Score -2.062668e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148192 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -20626718.000000 Penalty: 5929.558594
	Iteration 57Q: 3 clusters Score -2.062672e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148337 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -20626744.000000 Penalty: 5929.558594
	Iteration 58Q: 3 clusters Score -2.062674e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148463 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -20626748.000000 Penalty: 5929.558594
	Iteration 59Q: 3 clusters Score -2.062675e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148581 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -20626770.000000 Penalty: 5929.558594
	Iteration 60F: 3 clusters Score -2.062677e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148716 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -20626742.000000 Penalty: 5929.558594
	Iteration 61Q: 3 clusters Score -2.062674e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148839 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -20626766.000000 Penalty: 5929.558594
	Iteration 62Q: 3 clusters Score -2.062677e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148960 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -20626796.000000 Penalty: 5929.558594
	Iteration 63Q: 3 clusters Score -2.06268e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149063 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -20626762.000000 Penalty: 5929.558594
	Iteration 64Q: 3 clusters Score -2.062676e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149166 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -20626784.000000 Penalty: 5929.558594
	Iteration 65Q: 3 clusters Score -2.062678e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149288 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -20626790.000000 Penalty: 5929.558594
	Iteration 66Q: 3 clusters Score -2.062679e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149413 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -20626782.000000 Penalty: 5929.558594
	Iteration 67Q: 3 clusters Score -2.062678e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149530 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -20626744.000000 Penalty: 5929.558594
	Iteration 68Q: 3 clusters Score -2.062674e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149643 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -20626782.000000 Penalty: 5929.558594
	Iteration 69Q: 3 clusters Score -2.062678e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149751 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -20626780.000000 Penalty: 5929.558594
	Iteration 70Q: 3 clusters Score -2.062678e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149856 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -20626774.000000 Penalty: 5929.558594
	Iteration 71Q: 3 clusters Score -2.062677e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149936 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -20626756.000000 Penalty: 5929.558594
	Iteration 72Q: 3 clusters Score -2.062676e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150008 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -20626744.000000 Penalty: 5929.558594
	Iteration 73Q: 3 clusters Score -2.062674e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150083 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -20626732.000000 Penalty: 5929.558594
	Iteration 74Q: 3 clusters Score -2.062673e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150167 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -20626692.000000 Penalty: 5929.558594
	Iteration 75Q: 3 clusters Score -2.062669e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150249 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -20626664.000000 Penalty: 5929.558594
	Iteration 76Q: 3 clusters Score -2.062666e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150307 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -20626678.000000 Penalty: 5929.558594
	Iteration 77Q: 3 clusters Score -2.062668e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150372 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -20626644.000000 Penalty: 5929.558594
	Iteration 78Q: 3 clusters Score -2.062664e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150440 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -20626640.000000 Penalty: 5929.558594
	Iteration 79Q: 3 clusters Score -2.062664e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150504 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -20626650.000000 Penalty: 5929.558594
	Iteration 80F: 3 clusters Score -2.062665e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150561 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -20626620.000000 Penalty: 5929.558594
	Iteration 81Q: 3 clusters Score -2.062662e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150620 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -20626606.000000 Penalty: 5929.558594
	Iteration 82Q: 3 clusters Score -2.062661e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150655 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -20626598.000000 Penalty: 5929.558594
	Iteration 83Q: 3 clusters Score -2.06266e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150697 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -20626628.000000 Penalty: 5929.558594
	Iteration 84Q: 3 clusters Score -2.062663e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150725 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -20626618.000000 Penalty: 5929.558594
	Iteration 85Q: 3 clusters Score -2.062662e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150757 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -20626602.000000 Penalty: 5929.558594
	Iteration 86Q: 3 clusters Score -2.06266e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150789 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -20626602.000000 Penalty: 5929.558594
	Iteration 87Q: 3 clusters Score -2.06266e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150816 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -20626578.000000 Penalty: 5929.558594
	Iteration 88Q: 3 clusters Score -2.062658e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150842 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -20626576.000000 Penalty: 5929.558594
	Iteration 89Q: 3 clusters Score -2.062658e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150878 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -20626566.000000 Penalty: 5929.558594
	Iteration 90Q: 3 clusters Score -2.062657e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150907 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -20626532.000000 Penalty: 5929.558594
	Iteration 91Q: 3 clusters Score -2.062653e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150940 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -20626532.000000 Penalty: 5929.558594
	Iteration 92Q: 3 clusters Score -2.062653e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150971 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -20626536.000000 Penalty: 5929.558594
	Iteration 93Q: 3 clusters Score -2.062654e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151003 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -20626520.000000 Penalty: 5929.558594
	Iteration 94Q: 3 clusters Score -2.062652e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151036 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -20626522.000000 Penalty: 5929.558594
	Iteration 95Q: 3 clusters Score -2.062652e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151072 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -20626504.000000 Penalty: 5929.558594
	Iteration 96Q: 3 clusters Score -2.06265e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151105 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -20626474.000000 Penalty: 5929.558594
	Iteration 97Q: 3 clusters Score -2.062647e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151131 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -20626480.000000 Penalty: 5929.558594
	Iteration 98Q: 3 clusters Score -2.062648e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151153 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -20626486.000000 Penalty: 5929.558594
	Iteration 99Q: 3 clusters Score -2.062649e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151173 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -20626478.000000 Penalty: 5929.558594
	Iteration 100F: 3 clusters Score -2.062648e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151203 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -20626464.000000 Penalty: 5929.558594
	Iteration 101Q: 3 clusters Score -2.062646e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151222 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -20626458.000000 Penalty: 5929.558594
	Iteration 102Q: 3 clusters Score -2.062646e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151246 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -20626454.000000 Penalty: 5929.558594
	Iteration 103Q: 3 clusters Score -2.062645e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151269 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -20626440.000000 Penalty: 5929.558594
	Iteration 104Q: 3 clusters Score -2.062644e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151297 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -20626416.000000 Penalty: 5929.558594
	Iteration 105Q: 3 clusters Score -2.062642e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151337 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -20626426.000000 Penalty: 5929.558594
	Iteration 106Q: 3 clusters Score -2.062643e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151372 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -20626444.000000 Penalty: 5929.558594
	Iteration 107Q: 3 clusters Score -2.062644e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151410 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -20626426.000000 Penalty: 5929.558594
	Iteration 108Q: 3 clusters Score -2.062643e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151443 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -20626426.000000 Penalty: 5929.558594
	Iteration 109Q: 3 clusters Score -2.062643e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151471 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -20626436.000000 Penalty: 5929.558594
	Iteration 110Q: 3 clusters Score -2.062644e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151493 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -20626426.000000 Penalty: 5929.558594
	Iteration 111Q: 3 clusters Score -2.062643e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151519 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -20626414.000000 Penalty: 5929.558594
	Iteration 112Q: 3 clusters Score -2.062641e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151540 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -20626420.000000 Penalty: 5929.558594
	Iteration 113Q: 3 clusters Score -2.062642e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151557 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -20626418.000000 Penalty: 5929.558594
	Iteration 114Q: 3 clusters Score -2.062642e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151573 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -20626412.000000 Penalty: 5929.558594
	Iteration 115Q: 3 clusters Score -2.062641e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151585 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -20626400.000000 Penalty: 5929.558594
	Iteration 116Q: 3 clusters Score -2.06264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151596 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -20626404.000000 Penalty: 5929.558594
	Iteration 117Q: 3 clusters Score -2.06264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151602 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -20626396.000000 Penalty: 5929.558594
	Iteration 118Q: 3 clusters Score -2.06264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151609 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -20626392.000000 Penalty: 5929.558594
	Iteration 119Q: 3 clusters Score -2.062639e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151620 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -20626382.000000 Penalty: 5929.558594
	Iteration 120F: 3 clusters Score -2.062638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151632 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -20626392.000000 Penalty: 5929.558594
	Iteration 121Q: 3 clusters Score -2.062639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151639 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -20626396.000000 Penalty: 5929.558594
	Iteration 122Q: 3 clusters Score -2.06264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151643 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -20626388.000000 Penalty: 5929.558594
	Iteration 123Q: 3 clusters Score -2.062639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151648 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -20626380.000000 Penalty: 5929.558594
	Iteration 124Q: 3 clusters Score -2.062638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151656 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -20626390.000000 Penalty: 5929.558594
	Iteration 125Q: 3 clusters Score -2.062639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151666 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -20626382.000000 Penalty: 5929.558594
	Iteration 126Q: 3 clusters Score -2.062638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151673 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -20626372.000000 Penalty: 5929.558594
	Iteration 127Q: 3 clusters Score -2.062637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151678 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -20626388.000000 Penalty: 5929.558594
	Iteration 128Q: 3 clusters Score -2.062639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151685 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -20626392.000000 Penalty: 5929.558594
	Iteration 129Q: 3 clusters Score -2.062639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151693 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -20626400.000000 Penalty: 5929.558594
	Iteration 130Q: 3 clusters Score -2.06264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151705 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -20626378.000000 Penalty: 5929.558594
	Iteration 131Q: 3 clusters Score -2.062638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151717 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -20626392.000000 Penalty: 5929.558594
	Iteration 132Q: 3 clusters Score -2.062639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151726 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -20626388.000000 Penalty: 5929.558594
	Iteration 133Q: 3 clusters Score -2.062639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151736 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -20626382.000000 Penalty: 5929.558594
	Iteration 134Q: 3 clusters Score -2.062638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151738 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -20626380.000000 Penalty: 5929.558594
	Iteration 135Q: 3 clusters Score -2.062638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151740 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -20626394.000000 Penalty: 5929.558594
	Iteration 136Q: 3 clusters Score -2.062639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151743 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -20626398.000000 Penalty: 5929.558594
	Iteration 137Q: 3 clusters Score -2.06264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151744 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -20626392.000000 Penalty: 5929.558594
	Iteration 138Q: 3 clusters Score -2.062639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151745 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -20626390.000000 Penalty: 5929.558594
	Iteration 139Q: 3 clusters Score -2.062639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151746 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -20626386.000000 Penalty: 5929.558594
	Iteration 140F: 3 clusters Score -2.062639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151747 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -20626386.000000 Penalty: 5929.558594
	Iteration 141Q: 3 clusters Score -2.062639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151748 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -20626394.000000 Penalty: 5929.558594
	Iteration 142Q: 3 clusters Score -2.062639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151750 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -20626390.000000 Penalty: 5929.558594
	Iteration 143Q: 3 clusters Score -2.062639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151752 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -20626380.000000 Penalty: 5929.558594
	Iteration 144Q: 3 clusters Score -2.062638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151754 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -20626382.000000 Penalty: 5929.558594
	Iteration 145Q: 3 clusters Score -2.062638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151761 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -20626382.000000 Penalty: 5929.558594
	Iteration 146Q: 3 clusters Score -2.062638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151766 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -20626386.000000 Penalty: 5929.558594
	Iteration 147Q: 3 clusters Score -2.062639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151773 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -20626370.000000 Penalty: 5929.558594
	Iteration 148Q: 3 clusters Score -2.062637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151780 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -20626360.000000 Penalty: 5929.558594
	Iteration 149Q: 3 clusters Score -2.062636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151784 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -20626368.000000 Penalty: 5929.558594
	Iteration 150Q: 3 clusters Score -2.062637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151783 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -20626356.000000 Penalty: 5929.558594
	Iteration 151Q: 3 clusters Score -2.062636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151784 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -20626346.000000 Penalty: 5929.558594
	Iteration 152Q: 3 clusters Score -2.062635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151786 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -20626356.000000 Penalty: 5929.558594
	Iteration 153Q: 3 clusters Score -2.062636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151787 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -20626356.000000 Penalty: 5929.558594
	Iteration 154Q: 3 clusters Score -2.062636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151790 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -20626368.000000 Penalty: 5929.558594
	Iteration 155Q: 3 clusters Score -2.062637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151796 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -20626358.000000 Penalty: 5929.558594
	Iteration 156Q: 3 clusters Score -2.062636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151797 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -20626358.000000 Penalty: 5929.558594
	Iteration 157Q: 3 clusters Score -2.062636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151801 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -20626356.000000 Penalty: 5929.558594
	Iteration 158Q: 3 clusters Score -2.062636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151808 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -20626354.000000 Penalty: 5929.558594
	Iteration 159Q: 3 clusters Score -2.062635e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151812 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -20626348.000000 Penalty: 5929.558594
	Iteration 160F: 3 clusters Score -2.062635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151817 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -20626356.000000 Penalty: 5929.558594
	Iteration 161Q: 3 clusters Score -2.062636e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151819 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -20626356.000000 Penalty: 5929.558594
	Iteration 162Q: 3 clusters Score -2.062636e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151820 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -20626354.000000 Penalty: 5929.558594
	Iteration 163Q: 3 clusters Score -2.062635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151822 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -20626370.000000 Penalty: 5929.558594
	Iteration 164Q: 3 clusters Score -2.062637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151823 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -20626366.000000 Penalty: 5929.558594
	Iteration 165Q: 3 clusters Score -2.062637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151824 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -20626376.000000 Penalty: 5929.558594
	Iteration 166Q: 3 clusters Score -2.062638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151824 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -20626376.000000 Penalty: 5929.558594
	Iteration 167F: 3 clusters Score -2.062638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 161898 members 
Mstep: Class 2 contains 2388 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 4 contains 198990 members 
Mstep: Class 5 contains 2957 members 
Mstep: Class 6 contains 15109 members 
Mstep: Class 7 contains 2358 members 
Mstep: Class 8 contains 1764 members 
Mstep: Class 9 contains 2062 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 12 contains 172033 members 
Mstep: Class 13 contains 1948 members 
Mstep: Class 14 contains 21617 members 
Mstep: Class 15 contains 163968 members 
Mstep: Class 16 contains 157164 members 
Mstep: Class 18 contains 819 members 
Mstep: Class 19 contains 27161 members 
Mstep: Class 20 contains 75431 members 
Mstep: Class 21 contains 165039 members 
Mstep: Class 22 contains 51189 members 
Mstep: Class 23 contains 151824 members 
Entering Unmasked Estep 
Score: -180360736.000000 Penalty: 73630.507812
Splitting cluster 23 changes total score from -180342880.000000 to -180360736.000000
So it's getting split into cluster 10.
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 161898 members 
Mstep: Class 4 contains 198990 members 
Mstep: Class 6 contains 15109 members 
Mstep: Class 8 contains 1764 members 
Mstep: Class 12 contains 172033 members 
Mstep: Class 13 contains 1948 members 
Mstep: Class 14 contains 21617 members 
Mstep: Class 15 contains 163968 members 
Mstep: Class 16 contains 157164 members 
Mstep: Class 18 contains 819 members 
Mstep: Class 19 contains 27161 members 
Mstep: Class 20 contains 75431 members 
Mstep: Class 21 contains 165039 members 
Mstep: Class 22 contains 51189 members 
Mstep: Class 23 contains 151824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180363648.000000 Penalty: 73630.507812
Iteration 39Q: 22 clusters Score -1.803636e+08 nChanged 23818
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 162790 members 
Mstep: Class 2 contains 2539 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 195111 members 
Mstep: Class 5 contains 2960 members 
Mstep: Class 6 contains 15202 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 8 contains 1655 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 3705 members 
Mstep: Class 12 contains 171220 members 
Mstep: Class 13 contains 1954 members 
Mstep: Class 14 contains 21747 members 
Mstep: Class 15 contains 164467 members 
Mstep: Class 16 contains 160579 members 
Mstep: Class 18 contains 825 members 
Mstep: Class 19 contains 26896 members 
Mstep: Class 20 contains 74899 members 
Mstep: Class 21 contains 163107 members 
Mstep: Class 22 contains 52335 members 
Mstep: Class 23 contains 153098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180369232.000000 Penalty: 73630.507812
Iteration 40F: 22 clusters Score -1.803692e+08 nChanged 21192
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 162568 members 
Mstep: Class 2 contains 2623 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 191371 members 
Mstep: Class 5 contains 3002 members 
Mstep: Class 6 contains 15458 members 
Mstep: Class 7 contains 2354 members 
Mstep: Class 8 contains 1603 members 
Mstep: Class 9 contains 2111 members 
Mstep: Class 10 contains 4164 members 
Mstep: Class 12 contains 170230 members 
Mstep: Class 13 contains 1958 members 
Mstep: Class 14 contains 21932 members 
Mstep: Class 15 contains 164784 members 
Mstep: Class 16 contains 164498 members 
Mstep: Class 18 contains 823 members 
Mstep: Class 19 contains 26623 members 
Mstep: Class 20 contains 74298 members 
Mstep: Class 21 contains 162591 members 
Mstep: Class 22 contains 52961 members 
Mstep: Class 23 contains 153549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180372960.000000 Penalty: 73630.507812
Iteration 41Q: 22 clusters Score -1.80373e+08 nChanged 18885
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 162054 members 
Mstep: Class 2 contains 2674 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 187919 members 
Mstep: Class 5 contains 3026 members 
Mstep: Class 6 contains 15828 members 
Mstep: Class 7 contains 2354 members 
Mstep: Class 8 contains 1557 members 
Mstep: Class 9 contains 2183 members 
Mstep: Class 10 contains 4414 members 
Mstep: Class 12 contains 169668 members 
Mstep: Class 13 contains 1962 members 
Mstep: Class 14 contains 22087 members 
Mstep: Class 15 contains 164947 members 
Mstep: Class 16 contains 167866 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 26383 members 
Mstep: Class 20 contains 73787 members 
Mstep: Class 21 contains 162125 members 
Mstep: Class 22 contains 53506 members 
Mstep: Class 23 contains 154348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180373792.000000 Penalty: 73630.507812
Iteration 42Q: 22 clusters Score -1.803738e+08 nChanged 18392
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 161525 members 
Mstep: Class 2 contains 2708 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 185048 members 
Mstep: Class 5 contains 3048 members 
Mstep: Class 6 contains 16285 members 
Mstep: Class 7 contains 2352 members 
Mstep: Class 8 contains 1521 members 
Mstep: Class 9 contains 2268 members 
Mstep: Class 10 contains 4576 members 
Mstep: Class 12 contains 169278 members 
Mstep: Class 13 contains 1967 members 
Mstep: Class 14 contains 22245 members 
Mstep: Class 15 contains 165147 members 
Mstep: Class 16 contains 170309 members 
Mstep: Class 18 contains 816 members 
Mstep: Class 19 contains 26149 members 
Mstep: Class 20 contains 73293 members 
Mstep: Class 21 contains 161874 members 
Mstep: Class 22 contains 53970 members 
Mstep: Class 23 contains 155133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180374752.000000 Penalty: 73630.507812
Iteration 43Q: 22 clusters Score -1.803748e+08 nChanged 17252
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 161050 members 
Mstep: Class 2 contains 2727 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 182750 members 
Mstep: Class 5 contains 3071 members 
Mstep: Class 6 contains 16770 members 
Mstep: Class 7 contains 2352 members 
Mstep: Class 8 contains 1478 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 4677 members 
Mstep: Class 12 contains 169125 members 
Mstep: Class 13 contains 1971 members 
Mstep: Class 14 contains 22378 members 
Mstep: Class 15 contains 165418 members 
Mstep: Class 16 contains 171824 members 
Mstep: Class 18 contains 815 members 
Mstep: Class 19 contains 25949 members 
Mstep: Class 20 contains 72795 members 
Mstep: Class 21 contains 161868 members 
Mstep: Class 22 contains 54408 members 
Mstep: Class 23 contains 155724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180374416.000000 Penalty: 73630.507812
Iteration 44Q: 22 clusters Score -1.803744e+08 nChanged 15890
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 160574 members 
Mstep: Class 2 contains 2756 members 
Mstep: Class 3 contains 893 members 
Mstep: Class 4 contains 180880 members 
Mstep: Class 5 contains 3094 members 
Mstep: Class 6 contains 17258 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 8 contains 1450 members 
Mstep: Class 9 contains 2443 members 
Mstep: Class 10 contains 4758 members 
Mstep: Class 12 contains 169185 members 
Mstep: Class 13 contains 1975 members 
Mstep: Class 14 contains 22447 members 
Mstep: Class 15 contains 165787 members 
Mstep: Class 16 contains 172390 members 
Mstep: Class 18 contains 814 members 
Mstep: Class 19 contains 25748 members 
Mstep: Class 20 contains 72304 members 
Mstep: Class 21 contains 162197 members 
Mstep: Class 22 contains 54939 members 
Mstep: Class 23 contains 156166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180373760.000000 Penalty: 73630.507812
Iteration 45Q: 22 clusters Score -1.803738e+08 nChanged 14145
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 160294 members 
Mstep: Class 2 contains 2781 members 
Mstep: Class 3 contains 891 members 
Mstep: Class 4 contains 179452 members 
Mstep: Class 5 contains 3112 members 
Mstep: Class 6 contains 17809 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 2521 members 
Mstep: Class 10 contains 4812 members 
Mstep: Class 12 contains 169377 members 
Mstep: Class 13 contains 1976 members 
Mstep: Class 14 contains 22481 members 
Mstep: Class 15 contains 166098 members 
Mstep: Class 16 contains 172188 members 
Mstep: Class 18 contains 814 members 
Mstep: Class 19 contains 25568 members 
Mstep: Class 20 contains 71904 members 
Mstep: Class 21 contains 162749 members 
Mstep: Class 22 contains 55467 members 
Mstep: Class 23 contains 156332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180374176.000000 Penalty: 73630.507812
Iteration 46Q: 22 clusters Score -1.803742e+08 nChanged 12748
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 160206 members 
Mstep: Class 2 contains 2795 members 
Mstep: Class 3 contains 890 members 
Mstep: Class 4 contains 178354 members 
Mstep: Class 5 contains 3119 members 
Mstep: Class 6 contains 18355 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 2584 members 
Mstep: Class 10 contains 4862 members 
Mstep: Class 12 contains 169707 members 
Mstep: Class 13 contains 1976 members 
Mstep: Class 14 contains 22486 members 
Mstep: Class 15 contains 166436 members 
Mstep: Class 16 contains 171520 members 
Mstep: Class 18 contains 814 members 
Mstep: Class 19 contains 25431 members 
Mstep: Class 20 contains 71510 members 
Mstep: Class 21 contains 163204 members 
Mstep: Class 22 contains 55992 members 
Mstep: Class 23 contains 156391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180374704.000000 Penalty: 73630.507812
Iteration 47Q: 22 clusters Score -1.803747e+08 nChanged 11193
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 160146 members 
Mstep: Class 2 contains 2821 members 
Mstep: Class 3 contains 891 members 
Mstep: Class 4 contains 177534 members 
Mstep: Class 5 contains 3132 members 
Mstep: Class 6 contains 18887 members 
Mstep: Class 7 contains 2352 members 
Mstep: Class 8 contains 1415 members 
Mstep: Class 9 contains 2652 members 
Mstep: Class 10 contains 4892 members 
Mstep: Class 12 contains 169998 members 
Mstep: Class 13 contains 1977 members 
Mstep: Class 14 contains 22464 members 
Mstep: Class 15 contains 166762 members 
Mstep: Class 16 contains 170669 members 
Mstep: Class 18 contains 814 members 
Mstep: Class 19 contains 25267 members 
Mstep: Class 20 contains 71125 members 
Mstep: Class 21 contains 163724 members 
Mstep: Class 22 contains 56547 members 
Mstep: Class 23 contains 156339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180375328.000000 Penalty: 73630.507812
Iteration 48Q: 22 clusters Score -1.803753e+08 nChanged 10468
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 160155 members 
Mstep: Class 2 contains 2844 members 
Mstep: Class 3 contains 891 members 
Mstep: Class 4 contains 176863 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 19406 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 1411 members 
Mstep: Class 9 contains 2722 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 12 contains 170342 members 
Mstep: Class 13 contains 1978 members 
Mstep: Class 14 contains 22464 members 
Mstep: Class 15 contains 166950 members 
Mstep: Class 16 contains 169687 members 
Mstep: Class 18 contains 814 members 
Mstep: Class 19 contains 25127 members 
Mstep: Class 20 contains 70753 members 
Mstep: Class 21 contains 164187 members 
Mstep: Class 22 contains 57101 members 
Mstep: Class 23 contains 156279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180376368.000000 Penalty: 73630.507812
Iteration 49Q: 22 clusters Score -1.803764e+08 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 160289 members 
Mstep: Class 2 contains 2857 members 
Mstep: Class 3 contains 892 members 
Mstep: Class 4 contains 176318 members 
Mstep: Class 5 contains 3176 members 
Mstep: Class 6 contains 19932 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 1411 members 
Mstep: Class 9 contains 2795 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 12 contains 170722 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 22418 members 
Mstep: Class 15 contains 167011 members 
Mstep: Class 16 contains 168760 members 
Mstep: Class 18 contains 814 members 
Mstep: Class 19 contains 24994 members 
Mstep: Class 20 contains 70362 members 
Mstep: Class 21 contains 164491 members 
Mstep: Class 22 contains 57669 members 
Mstep: Class 23 contains 156192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180378176.000000 Penalty: 73630.507812
Iteration 50Q: 22 clusters Score -1.803782e+08 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 160458 members 
Mstep: Class 2 contains 2877 members 
Mstep: Class 3 contains 892 members 
Mstep: Class 4 contains 175964 members 
Mstep: Class 5 contains 3190 members 
Mstep: Class 6 contains 20435 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 1417 members 
Mstep: Class 9 contains 2864 members 
Mstep: Class 10 contains 5018 members 
Mstep: Class 12 contains 171045 members 
Mstep: Class 13 contains 1980 members 
Mstep: Class 14 contains 22351 members 
Mstep: Class 15 contains 167020 members 
Mstep: Class 16 contains 167975 members 
Mstep: Class 18 contains 814 members 
Mstep: Class 19 contains 24895 members 
Mstep: Class 20 contains 69979 members 
Mstep: Class 21 contains 164566 members 
Mstep: Class 22 contains 58223 members 
Mstep: Class 23 contains 156094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180379952.000000 Penalty: 73630.507812
Iteration 51Q: 22 clusters Score -1.8038e+08 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 160759 members 
Mstep: Class 2 contains 2884 members 
Mstep: Class 3 contains 890 members 
Mstep: Class 4 contains 175742 members 
Mstep: Class 5 contains 3195 members 
Mstep: Class 6 contains 20936 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 1417 members 
Mstep: Class 9 contains 2938 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 12 contains 171273 members 
Mstep: Class 13 contains 1983 members 
Mstep: Class 14 contains 22279 members 
Mstep: Class 15 contains 167006 members 
Mstep: Class 16 contains 167340 members 
Mstep: Class 18 contains 814 members 
Mstep: Class 19 contains 24784 members 
Mstep: Class 20 contains 69595 members 
Mstep: Class 21 contains 164452 members 
Mstep: Class 22 contains 58732 members 
Mstep: Class 23 contains 155987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180381248.000000 Penalty: 73630.507812
Iteration 52Q: 22 clusters Score -1.803812e+08 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 161167 members 
Mstep: Class 2 contains 2890 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 175630 members 
Mstep: Class 5 contains 3199 members 
Mstep: Class 6 contains 21395 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 1420 members 
Mstep: Class 9 contains 3015 members 
Mstep: Class 10 contains 5092 members 
Mstep: Class 12 contains 171391 members 
Mstep: Class 13 contains 1985 members 
Mstep: Class 14 contains 22166 members 
Mstep: Class 15 contains 166986 members 
Mstep: Class 16 contains 166777 members 
Mstep: Class 18 contains 814 members 
Mstep: Class 19 contains 24684 members 
Mstep: Class 20 contains 69207 members 
Mstep: Class 21 contains 164265 members 
Mstep: Class 22 contains 59245 members 
Mstep: Class 23 contains 155841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180382240.000000 Penalty: 73630.507812
Iteration 53Q: 22 clusters Score -1.803822e+08 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 161544 members 
Mstep: Class 2 contains 2890 members 
Mstep: Class 3 contains 889 members 
Mstep: Class 4 contains 175580 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 21837 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 1422 members 
Mstep: Class 9 contains 3088 members 
Mstep: Class 10 contains 5120 members 
Mstep: Class 12 contains 171405 members 
Mstep: Class 13 contains 1985 members 
Mstep: Class 14 contains 22032 members 
Mstep: Class 15 contains 166957 members 
Mstep: Class 16 contains 166339 members 
Mstep: Class 18 contains 814 members 
Mstep: Class 19 contains 24597 members 
Mstep: Class 20 contains 68829 members 
Mstep: Class 21 contains 164049 members 
Mstep: Class 22 contains 59777 members 
Mstep: Class 23 contains 155700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180383632.000000 Penalty: 73630.507812
Iteration 54Q: 22 clusters Score -1.803836e+08 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 161848 members 
Mstep: Class 2 contains 2895 members 
Mstep: Class 3 contains 889 members 
Mstep: Class 4 contains 175569 members 
Mstep: Class 5 contains 3207 members 
Mstep: Class 6 contains 22280 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 3153 members 
Mstep: Class 10 contains 5145 members 
Mstep: Class 12 contains 171385 members 
Mstep: Class 13 contains 1985 members 
Mstep: Class 14 contains 21904 members 
Mstep: Class 15 contains 166933 members 
Mstep: Class 16 contains 166035 members 
Mstep: Class 18 contains 814 members 
Mstep: Class 19 contains 24526 members 
Mstep: Class 20 contains 68394 members 
Mstep: Class 21 contains 163824 members 
Mstep: Class 22 contains 60288 members 
Mstep: Class 23 contains 155558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180384512.000000 Penalty: 73630.507812
Iteration 55Q: 22 clusters Score -1.803845e+08 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 162153 members 
Mstep: Class 2 contains 2910 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 175576 members 
Mstep: Class 5 contains 3212 members 
Mstep: Class 6 contains 22730 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 1423 members 
Mstep: Class 9 contains 3238 members 
Mstep: Class 10 contains 5161 members 
Mstep: Class 12 contains 171338 members 
Mstep: Class 13 contains 1985 members 
Mstep: Class 14 contains 21760 members 
Mstep: Class 15 contains 166844 members 
Mstep: Class 16 contains 165799 members 
Mstep: Class 18 contains 814 members 
Mstep: Class 19 contains 24458 members 
Mstep: Class 20 contains 67993 members 
Mstep: Class 21 contains 163602 members 
Mstep: Class 22 contains 60745 members 
Mstep: Class 23 contains 155428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180385744.000000 Penalty: 73630.507812
Iteration 56Q: 22 clusters Score -1.803857e+08 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 162401 members 
Mstep: Class 2 contains 2922 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 175638 members 
Mstep: Class 5 contains 3212 members 
Mstep: Class 6 contains 23182 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 1418 members 
Mstep: Class 9 contains 3337 members 
Mstep: Class 10 contains 5191 members 
Mstep: Class 12 contains 171287 members 
Mstep: Class 13 contains 1986 members 
Mstep: Class 14 contains 21593 members 
Mstep: Class 15 contains 166729 members 
Mstep: Class 16 contains 165644 members 
Mstep: Class 18 contains 815 members 
Mstep: Class 19 contains 24396 members 
Mstep: Class 20 contains 67563 members 
Mstep: Class 21 contains 163393 members 
Mstep: Class 22 contains 61184 members 
Mstep: Class 23 contains 155278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180387104.000000 Penalty: 73630.507812
Iteration 57Q: 22 clusters Score -1.803871e+08 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 162712 members 
Mstep: Class 2 contains 2945 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 175738 members 
Mstep: Class 5 contains 3213 members 
Mstep: Class 6 contains 23574 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 1416 members 
Mstep: Class 9 contains 3427 members 
Mstep: Class 10 contains 5215 members 
Mstep: Class 12 contains 171234 members 
Mstep: Class 13 contains 1986 members 
Mstep: Class 14 contains 21407 members 
Mstep: Class 15 contains 166601 members 
Mstep: Class 16 contains 165529 members 
Mstep: Class 18 contains 816 members 
Mstep: Class 19 contains 24335 members 
Mstep: Class 20 contains 67132 members 
Mstep: Class 21 contains 163115 members 
Mstep: Class 22 contains 61652 members 
Mstep: Class 23 contains 155122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180387232.000000 Penalty: 73630.507812
Iteration 58Q: 22 clusters Score -1.803872e+08 nChanged 7584
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 162935 members 
Mstep: Class 2 contains 2975 members 
Mstep: Class 3 contains 887 members 
Mstep: Class 4 contains 175817 members 
Mstep: Class 5 contains 3216 members 
Mstep: Class 6 contains 23984 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 1407 members 
Mstep: Class 9 contains 3498 members 
Mstep: Class 10 contains 5233 members 
Mstep: Class 12 contains 171224 members 
Mstep: Class 13 contains 1988 members 
Mstep: Class 14 contains 21236 members 
Mstep: Class 15 contains 166453 members 
Mstep: Class 16 contains 165365 members 
Mstep: Class 18 contains 816 members 
Mstep: Class 19 contains 24280 members 
Mstep: Class 20 contains 66706 members 
Mstep: Class 21 contains 162868 members 
Mstep: Class 22 contains 62185 members 
Mstep: Class 23 contains 154984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180388128.000000 Penalty: 73630.507812
Iteration 59Q: 22 clusters Score -1.803881e+08 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 163133 members 
Mstep: Class 2 contains 2989 members 
Mstep: Class 3 contains 886 members 
Mstep: Class 4 contains 175944 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 24432 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 1409 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 5247 members 
Mstep: Class 12 contains 171196 members 
Mstep: Class 13 contains 1988 members 
Mstep: Class 14 contains 21085 members 
Mstep: Class 15 contains 166292 members 
Mstep: Class 16 contains 165149 members 
Mstep: Class 18 contains 816 members 
Mstep: Class 19 contains 24203 members 
Mstep: Class 20 contains 66289 members 
Mstep: Class 21 contains 162631 members 
Mstep: Class 22 contains 62711 members 
Mstep: Class 23 contains 154887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180388432.000000 Penalty: 73630.507812
Iteration 60F: 22 clusters Score -1.803884e+08 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 163259 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 886 members 
Mstep: Class 4 contains 176048 members 
Mstep: Class 5 contains 3222 members 
Mstep: Class 6 contains 24859 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 8 contains 1414 members 
Mstep: Class 9 contains 3592 members 
Mstep: Class 10 contains 5274 members 
Mstep: Class 12 contains 171133 members 
Mstep: Class 13 contains 1988 members 
Mstep: Class 14 contains 20934 members 
Mstep: Class 15 contains 166222 members 
Mstep: Class 16 contains 164939 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 24126 members 
Mstep: Class 20 contains 65869 members 
Mstep: Class 21 contains 162477 members 
Mstep: Class 22 contains 63272 members 
Mstep: Class 23 contains 154738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180389248.000000 Penalty: 73630.507812
Iteration 61Q: 22 clusters Score -1.803892e+08 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 163176 members 
Mstep: Class 2 contains 3002 members 
Mstep: Class 3 contains 886 members 
Mstep: Class 4 contains 176223 members 
Mstep: Class 5 contains 3228 members 
Mstep: Class 6 contains 25290 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 8 contains 1411 members 
Mstep: Class 9 contains 3647 members 
Mstep: Class 10 contains 5290 members 
Mstep: Class 12 contains 171086 members 
Mstep: Class 13 contains 1988 members 
Mstep: Class 14 contains 20771 members 
Mstep: Class 15 contains 166143 members 
Mstep: Class 16 contains 164773 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 24067 members 
Mstep: Class 20 contains 65444 members 
Mstep: Class 21 contains 162360 members 
Mstep: Class 22 contains 63807 members 
Mstep: Class 23 contains 154650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180389168.000000 Penalty: 73630.507812
Iteration 62Q: 22 clusters Score -1.803892e+08 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 163143 members 
Mstep: Class 2 contains 3003 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 176392 members 
Mstep: Class 5 contains 3230 members 
Mstep: Class 6 contains 25699 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 8 contains 1407 members 
Mstep: Class 9 contains 3697 members 
Mstep: Class 10 contains 5309 members 
Mstep: Class 12 contains 170992 members 
Mstep: Class 13 contains 1987 members 
Mstep: Class 14 contains 20609 members 
Mstep: Class 15 contains 166108 members 
Mstep: Class 16 contains 164618 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 23990 members 
Mstep: Class 20 contains 65053 members 
Mstep: Class 21 contains 162200 members 
Mstep: Class 22 contains 64348 members 
Mstep: Class 23 contains 154572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180390816.000000 Penalty: 73630.507812
Iteration 63Q: 22 clusters Score -1.803908e+08 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 163052 members 
Mstep: Class 2 contains 3005 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 176605 members 
Mstep: Class 5 contains 3225 members 
Mstep: Class 6 contains 26086 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 8 contains 1405 members 
Mstep: Class 9 contains 3757 members 
Mstep: Class 10 contains 5333 members 
Mstep: Class 12 contains 170941 members 
Mstep: Class 13 contains 1988 members 
Mstep: Class 14 contains 20447 members 
Mstep: Class 15 contains 166074 members 
Mstep: Class 16 contains 164428 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 23935 members 
Mstep: Class 20 contains 64677 members 
Mstep: Class 21 contains 162062 members 
Mstep: Class 22 contains 64860 members 
Mstep: Class 23 contains 154477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180391808.000000 Penalty: 73630.507812
Iteration 64Q: 22 clusters Score -1.803918e+08 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 162882 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 886 members 
Mstep: Class 4 contains 176818 members 
Mstep: Class 5 contains 3219 members 
Mstep: Class 6 contains 26477 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 1404 members 
Mstep: Class 9 contains 3824 members 
Mstep: Class 10 contains 5363 members 
Mstep: Class 12 contains 170881 members 
Mstep: Class 13 contains 1991 members 
Mstep: Class 14 contains 20296 members 
Mstep: Class 15 contains 166021 members 
Mstep: Class 16 contains 164229 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 23893 members 
Mstep: Class 20 contains 64312 members 
Mstep: Class 21 contains 161951 members 
Mstep: Class 22 contains 65364 members 
Mstep: Class 23 contains 154428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180392528.000000 Penalty: 73630.507812
Iteration 65Q: 22 clusters Score -1.803925e+08 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 162634 members 
Mstep: Class 2 contains 2998 members 
Mstep: Class 3 contains 886 members 
Mstep: Class 4 contains 177062 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 26869 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 1404 members 
Mstep: Class 9 contains 3890 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 12 contains 170853 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 20143 members 
Mstep: Class 15 contains 165908 members 
Mstep: Class 16 contains 164087 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 23848 members 
Mstep: Class 20 contains 63987 members 
Mstep: Class 21 contains 161827 members 
Mstep: Class 22 contains 65838 members 
Mstep: Class 23 contains 154415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180393552.000000 Penalty: 73630.507812
Iteration 66Q: 22 clusters Score -1.803936e+08 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 162342 members 
Mstep: Class 2 contains 2984 members 
Mstep: Class 3 contains 886 members 
Mstep: Class 4 contains 177239 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 27239 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 1401 members 
Mstep: Class 9 contains 3943 members 
Mstep: Class 10 contains 5399 members 
Mstep: Class 12 contains 170864 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 20001 members 
Mstep: Class 15 contains 165864 members 
Mstep: Class 16 contains 163902 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 23809 members 
Mstep: Class 20 contains 63712 members 
Mstep: Class 21 contains 161736 members 
Mstep: Class 22 contains 66344 members 
Mstep: Class 23 contains 154367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180393888.000000 Penalty: 73630.507812
Iteration 67Q: 22 clusters Score -1.803939e+08 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 162028 members 
Mstep: Class 2 contains 2972 members 
Mstep: Class 3 contains 886 members 
Mstep: Class 4 contains 177324 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 27590 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 1401 members 
Mstep: Class 9 contains 4008 members 
Mstep: Class 10 contains 5418 members 
Mstep: Class 12 contains 170816 members 
Mstep: Class 13 contains 1991 members 
Mstep: Class 14 contains 19867 members 
Mstep: Class 15 contains 165852 members 
Mstep: Class 16 contains 163803 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 23783 members 
Mstep: Class 20 contains 63418 members 
Mstep: Class 21 contains 161739 members 
Mstep: Class 22 contains 66857 members 
Mstep: Class 23 contains 154270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180394736.000000 Penalty: 73630.507812
Iteration 68Q: 22 clusters Score -1.803947e+08 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 161733 members 
Mstep: Class 2 contains 2964 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 177398 members 
Mstep: Class 5 contains 3218 members 
Mstep: Class 6 contains 27936 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 1399 members 
Mstep: Class 9 contains 4069 members 
Mstep: Class 10 contains 5460 members 
Mstep: Class 12 contains 170762 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 19694 members 
Mstep: Class 15 contains 165875 members 
Mstep: Class 16 contains 163725 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 23738 members 
Mstep: Class 20 contains 63117 members 
Mstep: Class 21 contains 161729 members 
Mstep: Class 22 contains 67343 members 
Mstep: Class 23 contains 154208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180395728.000000 Penalty: 73630.507812
Iteration 69Q: 22 clusters Score -1.803957e+08 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 161366 members 
Mstep: Class 2 contains 2951 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 177488 members 
Mstep: Class 5 contains 3217 members 
Mstep: Class 6 contains 28275 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 1398 members 
Mstep: Class 9 contains 4126 members 
Mstep: Class 10 contains 5502 members 
Mstep: Class 12 contains 170630 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 19530 members 
Mstep: Class 15 contains 165852 members 
Mstep: Class 16 contains 163711 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 23722 members 
Mstep: Class 20 contains 62836 members 
Mstep: Class 21 contains 161757 members 
Mstep: Class 22 contains 67826 members 
Mstep: Class 23 contains 154181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180395856.000000 Penalty: 73630.507812
Iteration 70Q: 22 clusters Score -1.803959e+08 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 161076 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 177494 members 
Mstep: Class 5 contains 3214 members 
Mstep: Class 6 contains 28595 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 4178 members 
Mstep: Class 10 contains 5525 members 
Mstep: Class 12 contains 170533 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 19384 members 
Mstep: Class 15 contains 165822 members 
Mstep: Class 16 contains 163719 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 23704 members 
Mstep: Class 20 contains 62560 members 
Mstep: Class 21 contains 161651 members 
Mstep: Class 22 contains 68331 members 
Mstep: Class 23 contains 154252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180396544.000000 Penalty: 73630.507812
Iteration 71Q: 22 clusters Score -1.803965e+08 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 160854 members 
Mstep: Class 2 contains 2926 members 
Mstep: Class 3 contains 886 members 
Mstep: Class 4 contains 177490 members 
Mstep: Class 5 contains 3214 members 
Mstep: Class 6 contains 28919 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 1391 members 
Mstep: Class 9 contains 4228 members 
Mstep: Class 10 contains 5543 members 
Mstep: Class 12 contains 170447 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 19241 members 
Mstep: Class 15 contains 165828 members 
Mstep: Class 16 contains 163724 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 23687 members 
Mstep: Class 20 contains 62282 members 
Mstep: Class 21 contains 161502 members 
Mstep: Class 22 contains 68794 members 
Mstep: Class 23 contains 154297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180397344.000000 Penalty: 73630.507812
Iteration 72Q: 22 clusters Score -1.803973e+08 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 160633 members 
Mstep: Class 2 contains 2910 members 
Mstep: Class 3 contains 887 members 
Mstep: Class 4 contains 177453 members 
Mstep: Class 5 contains 3215 members 
Mstep: Class 6 contains 29241 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 4269 members 
Mstep: Class 10 contains 5561 members 
Mstep: Class 12 contains 170366 members 
Mstep: Class 13 contains 1991 members 
Mstep: Class 14 contains 19103 members 
Mstep: Class 15 contains 165839 members 
Mstep: Class 16 contains 163780 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 23671 members 
Mstep: Class 20 contains 62017 members 
Mstep: Class 21 contains 161382 members 
Mstep: Class 22 contains 69249 members 
Mstep: Class 23 contains 154283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180397680.000000 Penalty: 73630.507812
Iteration 73Q: 22 clusters Score -1.803977e+08 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 160453 members 
Mstep: Class 2 contains 2893 members 
Mstep: Class 3 contains 887 members 
Mstep: Class 4 contains 177421 members 
Mstep: Class 5 contains 3218 members 
Mstep: Class 6 contains 29555 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 1391 members 
Mstep: Class 9 contains 4315 members 
Mstep: Class 10 contains 5587 members 
Mstep: Class 12 contains 170318 members 
Mstep: Class 13 contains 1991 members 
Mstep: Class 14 contains 18962 members 
Mstep: Class 15 contains 165876 members 
Mstep: Class 16 contains 163805 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 23644 members 
Mstep: Class 20 contains 61743 members 
Mstep: Class 21 contains 161195 members 
Mstep: Class 22 contains 69699 members 
Mstep: Class 23 contains 154290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180398064.000000 Penalty: 73630.507812
Iteration 74Q: 22 clusters Score -1.803981e+08 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 160347 members 
Mstep: Class 2 contains 2881 members 
Mstep: Class 3 contains 887 members 
Mstep: Class 4 contains 177418 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 29847 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 4353 members 
Mstep: Class 10 contains 5605 members 
Mstep: Class 12 contains 170276 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 18779 members 
Mstep: Class 15 contains 165902 members 
Mstep: Class 16 contains 163878 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 23605 members 
Mstep: Class 20 contains 61488 members 
Mstep: Class 21 contains 160979 members 
Mstep: Class 22 contains 70100 members 
Mstep: Class 23 contains 154297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180398784.000000 Penalty: 73630.507812
Iteration 75Q: 22 clusters Score -1.803988e+08 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 160305 members 
Mstep: Class 2 contains 2881 members 
Mstep: Class 3 contains 887 members 
Mstep: Class 4 contains 177419 members 
Mstep: Class 5 contains 3222 members 
Mstep: Class 6 contains 30133 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 4388 members 
Mstep: Class 10 contains 5593 members 
Mstep: Class 12 contains 170167 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 18610 members 
Mstep: Class 15 contains 165903 members 
Mstep: Class 16 contains 163979 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 23582 members 
Mstep: Class 20 contains 61226 members 
Mstep: Class 21 contains 160820 members 
Mstep: Class 22 contains 70477 members 
Mstep: Class 23 contains 154271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180398912.000000 Penalty: 73630.507812
Iteration 76Q: 22 clusters Score -1.803989e+08 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 160282 members 
Mstep: Class 2 contains 2878 members 
Mstep: Class 3 contains 887 members 
Mstep: Class 4 contains 177348 members 
Mstep: Class 5 contains 3224 members 
Mstep: Class 6 contains 30421 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 5603 members 
Mstep: Class 12 contains 170086 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 18443 members 
Mstep: Class 15 contains 165911 members 
Mstep: Class 16 contains 164031 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 23561 members 
Mstep: Class 20 contains 61001 members 
Mstep: Class 21 contains 160755 members 
Mstep: Class 22 contains 70832 members 
Mstep: Class 23 contains 154170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180399776.000000 Penalty: 73630.507812
Iteration 77Q: 22 clusters Score -1.803998e+08 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 160289 members 
Mstep: Class 2 contains 2878 members 
Mstep: Class 3 contains 887 members 
Mstep: Class 4 contains 177281 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 30698 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 4477 members 
Mstep: Class 10 contains 5610 members 
Mstep: Class 12 contains 170040 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 18248 members 
Mstep: Class 15 contains 165873 members 
Mstep: Class 16 contains 164115 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 23539 members 
Mstep: Class 20 contains 60749 members 
Mstep: Class 21 contains 160693 members 
Mstep: Class 22 contains 71172 members 
Mstep: Class 23 contains 154097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180399872.000000 Penalty: 73630.507812
Iteration 78Q: 22 clusters Score -1.803999e+08 nChanged 4854
Entering ConstructFrom: 
Score: -180399872.000000 Penalty: 73630.507812
Entering ConstructFrom: 
Trying to split cluster 1 (160276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160276 members 
Entering Unmasked Estep 
Score: -21239544.000000 Penalty: 2972.193848
	Iteration 0F: 2 clusters Score -2.123954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80540 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -21133368.000000 Penalty: 5944.387695
	Iteration 0F: 3 clusters Score -2.113337e+07 nChanged 76904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85598 members 
Mstep: Class 2 contains 74678 members 
Entering Unmasked Estep 
Score: -21178788.000000 Penalty: 5944.387695
	Iteration 1F: 3 clusters Score -2.117879e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88638 members 
Mstep: Class 2 contains 71638 members 
Entering Unmasked Estep 
Score: -21180712.000000 Penalty: 5944.387695
	Iteration 2Q: 3 clusters Score -2.118071e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93100 members 
Mstep: Class 2 contains 67176 members 
Entering Unmasked Estep 
Score: -21183678.000000 Penalty: 5944.387695
	Iteration 3Q: 3 clusters Score -2.118368e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99474 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
Score: -21188336.000000 Penalty: 5944.387695
	Iteration 4Q: 3 clusters Score -2.118834e+07 nChanged 8975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107651 members 
Mstep: Class 2 contains 52625 members 
Entering Unmasked Estep 
Score: -21194680.000000 Penalty: 5944.387695
	Iteration 5F: 3 clusters Score -2.119468e+07 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117550 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -21202836.000000 Penalty: 5944.387695
	Iteration 6F: 3 clusters Score -2.120284e+07 nChanged 10610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127936 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -21211460.000000 Penalty: 5944.387695
	Iteration 7F: 3 clusters Score -2.121146e+07 nChanged 9865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137691 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -21219760.000000 Penalty: 5944.387695
	Iteration 8F: 3 clusters Score -2.121976e+07 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145724 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -21226210.000000 Penalty: 5944.387695
	Iteration 9F: 3 clusters Score -2.122621e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151528 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -21231062.000000 Penalty: 5944.387695
	Iteration 10Q: 3 clusters Score -2.123106e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155204 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -21233966.000000 Penalty: 5944.387695
	Iteration 11Q: 3 clusters Score -2.123397e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157394 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -21235414.000000 Penalty: 5944.387695
	Iteration 12Q: 3 clusters Score -2.123541e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158539 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -21236184.000000 Penalty: 5944.387695
	Iteration 13Q: 3 clusters Score -2.123618e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159074 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -21236558.000000 Penalty: 5944.387695
	Iteration 14Q: 3 clusters Score -2.123656e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159342 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -21236762.000000 Penalty: 5944.387695
	Iteration 15Q: 3 clusters Score -2.123676e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159477 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -21236864.000000 Penalty: 5944.387695
	Iteration 16Q: 3 clusters Score -2.123686e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159559 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -21236932.000000 Penalty: 5944.387695
	Iteration 17Q: 3 clusters Score -2.123693e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159595 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -21236966.000000 Penalty: 5944.387695
	Iteration 18Q: 3 clusters Score -2.123697e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159624 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -21236982.000000 Penalty: 5944.387695
	Iteration 19Q: 3 clusters Score -2.123698e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159643 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -21237000.000000 Penalty: 5944.387695
	Iteration 20F: 3 clusters Score -2.1237e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159659 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -21236978.000000 Penalty: 5944.387695
	Iteration 21Q: 3 clusters Score -2.123698e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159669 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -21237030.000000 Penalty: 5944.387695
	Iteration 22Q: 3 clusters Score -2.123703e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159679 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -21237032.000000 Penalty: 5944.387695
	Iteration 23Q: 3 clusters Score -2.123703e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159683 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -21237042.000000 Penalty: 5944.387695
	Iteration 24Q: 3 clusters Score -2.123704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159690 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -21237054.000000 Penalty: 5944.387695
	Iteration 25Q: 3 clusters Score -2.123705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159697 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -21237052.000000 Penalty: 5944.387695
	Iteration 26Q: 3 clusters Score -2.123705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159700 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -21237046.000000 Penalty: 5944.387695
	Iteration 27Q: 3 clusters Score -2.123705e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159700 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -21237040.000000 Penalty: 5944.387695
	Iteration 28Q: 3 clusters Score -2.123704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159701 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -21237048.000000 Penalty: 5944.387695
	Iteration 29Q: 3 clusters Score -2.123705e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159703 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -21237062.000000 Penalty: 5944.387695
	Iteration 30Q: 3 clusters Score -2.123706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159706 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -21237050.000000 Penalty: 5944.387695
	Iteration 31Q: 3 clusters Score -2.123705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159705 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -21237060.000000 Penalty: 5944.387695
	Iteration 32Q: 3 clusters Score -2.123706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159707 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -21237068.000000 Penalty: 5944.387695
	Iteration 33Q: 3 clusters Score -2.123707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159710 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -21237058.000000 Penalty: 5944.387695
	Iteration 34Q: 3 clusters Score -2.123706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159709 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -21237078.000000 Penalty: 5944.387695
	Iteration 35Q: 3 clusters Score -2.123708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159711 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -21237068.000000 Penalty: 5944.387695
	Iteration 36Q: 3 clusters Score -2.123707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159710 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -21237064.000000 Penalty: 5944.387695
	Iteration 37Q: 3 clusters Score -2.123706e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159710 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -21237072.000000 Penalty: 5944.387695
	Iteration 38Q: 3 clusters Score -2.123707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159711 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -21237074.000000 Penalty: 5944.387695
	Iteration 39Q: 3 clusters Score -2.123707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159715 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -21237076.000000 Penalty: 5944.387695
	Iteration 40F: 3 clusters Score -2.123708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159720 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -21237074.000000 Penalty: 5944.387695
	Iteration 41Q: 3 clusters Score -2.123707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159723 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -21237086.000000 Penalty: 5944.387695
	Iteration 42Q: 3 clusters Score -2.123709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159727 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -21237072.000000 Penalty: 5944.387695
	Iteration 43Q: 3 clusters Score -2.123707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159730 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -21237080.000000 Penalty: 5944.387695
	Iteration 44Q: 3 clusters Score -2.123708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159731 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -21237084.000000 Penalty: 5944.387695
	Iteration 45Q: 3 clusters Score -2.123708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159730 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -21237090.000000 Penalty: 5944.387695
	Iteration 46Q: 3 clusters Score -2.123709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159730 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -21237090.000000 Penalty: 5944.387695
	Iteration 47F: 3 clusters Score -2.123709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Entering Unmasked Estep 
Score: -375905.968750 Penalty: 1975.455322
	Iteration 0F: 2 clusters Score -375906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -372740.093750 Penalty: 3950.910645
	Iteration 0F: 3 clusters Score -372740.1 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -373511.062500 Penalty: 3950.910645
	Iteration 1F: 3 clusters Score -373511.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -373741.375000 Penalty: 3950.910645
	Iteration 2F: 3 clusters Score -373741.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -373934.406250 Penalty: 3950.910645
	Iteration 3F: 3 clusters Score -373934.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -374114.156250 Penalty: 3950.910645
	Iteration 4F: 3 clusters Score -374114.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -374267.250000 Penalty: 3950.910645
	Iteration 5F: 3 clusters Score -374267.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -374458.843750 Penalty: 3950.910645
	Iteration 6F: 3 clusters Score -374458.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -374649.906250 Penalty: 3950.910645
	Iteration 7F: 3 clusters Score -374649.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -374812.625000 Penalty: 3950.910645
	Iteration 8F: 3 clusters Score -374812.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -374929.125000 Penalty: 3950.910645
	Iteration 9Q: 3 clusters Score -374929.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -375032.312500 Penalty: 3950.910645
	Iteration 10Q: 3 clusters Score -375032.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -375092.312500 Penalty: 3950.910645
	Iteration 11Q: 3 clusters Score -375092.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -375143.187500 Penalty: 3950.910645
	Iteration 12Q: 3 clusters Score -375143.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -375175.812500 Penalty: 3950.910645
	Iteration 13Q: 3 clusters Score -375175.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -375199.968750 Penalty: 3950.910645
	Iteration 14Q: 3 clusters Score -375200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -375220.156250 Penalty: 3950.910645
	Iteration 15Q: 3 clusters Score -375220.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -375240.062500 Penalty: 3950.910645
	Iteration 16Q: 3 clusters Score -375240.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -375267.437500 Penalty: 3950.910645
	Iteration 17Q: 3 clusters Score -375267.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -375276.125000 Penalty: 3950.910645
	Iteration 18Q: 3 clusters Score -375276.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -375278.562500 Penalty: 3950.910645
	Iteration 19Q: 3 clusters Score -375278.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -375279.968750 Penalty: 3950.910645
	Iteration 20F: 3 clusters Score -375280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -116627.867188 Penalty: 1683.385620
	Iteration 0F: 2 clusters Score -116627.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -114847.507812 Penalty: 3366.771240
	Iteration 0F: 3 clusters Score -114847.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -115244.242188 Penalty: 3366.771240
	Iteration 1F: 3 clusters Score -115244.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -115401.585938 Penalty: 3366.771240
	Iteration 2F: 3 clusters Score -115401.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -115516.210938 Penalty: 3366.771240
	Iteration 3F: 3 clusters Score -115516.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -115602.609375 Penalty: 3366.771240
	Iteration 4Q: 3 clusters Score -115602.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -115662.898438 Penalty: 3366.771240
	Iteration 5Q: 3 clusters Score -115662.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -115707.585938 Penalty: 3366.771240
	Iteration 6Q: 3 clusters Score -115707.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -115725.062500 Penalty: 3366.771240
	Iteration 7Q: 3 clusters Score -115725.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -115750.359375 Penalty: 3366.771240
	Iteration 8Q: 3 clusters Score -115750.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -115758.546875 Penalty: 3366.771240
	Iteration 9Q: 3 clusters Score -115758.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -115761.976562 Penalty: 3366.771240
	Iteration 10Q: 3 clusters Score -115762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -115761.976562 Penalty: 3366.771240
	Iteration 11F: 3 clusters Score -115762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (177170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177170 members 
Entering Unmasked Estep 
Score: -23481892.000000 Penalty: 2997.046387
	Iteration 0F: 2 clusters Score -2.348189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88652 members 
Mstep: Class 2 contains 88518 members 
Entering Unmasked Estep 
Score: -23364818.000000 Penalty: 5994.092773
	Iteration 0F: 3 clusters Score -2.336482e+07 nChanged 85160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87722 members 
Mstep: Class 2 contains 89448 members 
Entering Unmasked Estep 
Score: -23414298.000000 Penalty: 5994.092773
	Iteration 1F: 3 clusters Score -2.34143e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86750 members 
Mstep: Class 2 contains 90420 members 
Entering Unmasked Estep 
Score: -23415194.000000 Penalty: 5994.092773
	Iteration 2Q: 3 clusters Score -2.341519e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85141 members 
Mstep: Class 2 contains 92029 members 
Entering Unmasked Estep 
Score: -23416400.000000 Penalty: 5994.092773
	Iteration 3Q: 3 clusters Score -2.34164e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82548 members 
Mstep: Class 2 contains 94622 members 
Entering Unmasked Estep 
Score: -23418238.000000 Penalty: 5994.092773
	Iteration 4Q: 3 clusters Score -2.341824e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 98383 members 
Entering Unmasked Estep 
Score: -23421148.000000 Penalty: 5994.092773
	Iteration 5Q: 3 clusters Score -2.342115e+07 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73660 members 
Mstep: Class 2 contains 103510 members 
Entering Unmasked Estep 
Score: -23425322.000000 Penalty: 5994.092773
	Iteration 6F: 3 clusters Score -2.342532e+07 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 110087 members 
Entering Unmasked Estep 
Score: -23430634.000000 Penalty: 5994.092773
	Iteration 7F: 3 clusters Score -2.343063e+07 nChanged 11107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59314 members 
Mstep: Class 2 contains 117856 members 
Entering Unmasked Estep 
Score: -23437034.000000 Penalty: 5994.092773
	Iteration 8F: 3 clusters Score -2.343703e+07 nChanged 11199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 126723 members 
Entering Unmasked Estep 
Score: -23443164.000000 Penalty: 5994.092773
	Iteration 9F: 3 clusters Score -2.344316e+07 nChanged 10667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 136218 members 
Entering Unmasked Estep 
Score: -23449882.000000 Penalty: 5994.092773
	Iteration 10F: 3 clusters Score -2.344988e+07 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 146204 members 
Entering Unmasked Estep 
Score: -23457300.000000 Penalty: 5994.092773
	Iteration 11F: 3 clusters Score -2.34573e+07 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 155861 members 
Entering Unmasked Estep 
Score: -23464520.000000 Penalty: 5994.092773
	Iteration 12F: 3 clusters Score -2.346452e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 163956 members 
Entering Unmasked Estep 
Score: -23470802.000000 Penalty: 5994.092773
	Iteration 13Q: 3 clusters Score -2.34708e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 169889 members 
Entering Unmasked Estep 
Score: -23474972.000000 Penalty: 5994.092773
	Iteration 14Q: 3 clusters Score -2.347497e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 173374 members 
Entering Unmasked Estep 
Score: -23477374.000000 Penalty: 5994.092773
	Iteration 15Q: 3 clusters Score -2.347737e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 175103 members 
Entering Unmasked Estep 
Score: -23478344.000000 Penalty: 5994.092773
	Iteration 16Q: 3 clusters Score -2.347834e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 175901 members 
Entering Unmasked Estep 
Score: -23478798.000000 Penalty: 5994.092773
	Iteration 17Q: 3 clusters Score -2.34788e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 176298 members 
Entering Unmasked Estep 
Score: -23479106.000000 Penalty: 5994.092773
	Iteration 18Q: 3 clusters Score -2.347911e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 176475 members 
Entering Unmasked Estep 
Score: -23479192.000000 Penalty: 5994.092773
	Iteration 19Q: 3 clusters Score -2.347919e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 176550 members 
Entering Unmasked Estep 
Score: -23479236.000000 Penalty: 5994.092773
	Iteration 20F: 3 clusters Score -2.347924e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 176581 members 
Entering Unmasked Estep 
Score: -23479282.000000 Penalty: 5994.092773
	Iteration 21Q: 3 clusters Score -2.347928e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 176616 members 
Entering Unmasked Estep 
Score: -23479320.000000 Penalty: 5994.092773
	Iteration 22Q: 3 clusters Score -2.347932e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 176637 members 
Entering Unmasked Estep 
Score: -23479332.000000 Penalty: 5994.092773
	Iteration 23Q: 3 clusters Score -2.347933e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 176654 members 
Entering Unmasked Estep 
Score: -23479368.000000 Penalty: 5994.092773
	Iteration 24Q: 3 clusters Score -2.347937e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 176665 members 
Entering Unmasked Estep 
Score: -23479386.000000 Penalty: 5994.092773
	Iteration 25Q: 3 clusters Score -2.347939e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 176671 members 
Entering Unmasked Estep 
Score: -23479396.000000 Penalty: 5994.092773
	Iteration 26Q: 3 clusters Score -2.34794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 176674 members 
Entering Unmasked Estep 
Score: -23479394.000000 Penalty: 5994.092773
	Iteration 27Q: 3 clusters Score -2.347939e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 176682 members 
Entering Unmasked Estep 
Score: -23479412.000000 Penalty: 5994.092773
	Iteration 28Q: 3 clusters Score -2.347941e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 176688 members 
Entering Unmasked Estep 
Score: -23479432.000000 Penalty: 5994.092773
	Iteration 29Q: 3 clusters Score -2.347943e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 176698 members 
Entering Unmasked Estep 
Score: -23479430.000000 Penalty: 5994.092773
	Iteration 30Q: 3 clusters Score -2.347943e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 176705 members 
Entering Unmasked Estep 
Score: -23479456.000000 Penalty: 5994.092773
	Iteration 31Q: 3 clusters Score -2.347946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 176708 members 
Entering Unmasked Estep 
Score: -23479460.000000 Penalty: 5994.092773
	Iteration 32Q: 3 clusters Score -2.347946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 176710 members 
Entering Unmasked Estep 
Score: -23479454.000000 Penalty: 5994.092773
	Iteration 33Q: 3 clusters Score -2.347945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 176711 members 
Entering Unmasked Estep 
Score: -23479466.000000 Penalty: 5994.092773
	Iteration 34Q: 3 clusters Score -2.347947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 176712 members 
Entering Unmasked Estep 
Score: -23479468.000000 Penalty: 5994.092773
	Iteration 35Q: 3 clusters Score -2.347947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 176713 members 
Entering Unmasked Estep 
Score: -23479464.000000 Penalty: 5994.092773
	Iteration 36Q: 3 clusters Score -2.347946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 176713 members 
Entering Unmasked Estep 
Score: -23479464.000000 Penalty: 5994.092773
	Iteration 37F: 3 clusters Score -2.347946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Entering Unmasked Estep 
Score: -425949.156250 Penalty: 2002.821533
	Iteration 0F: 2 clusters Score -425949.2 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 1585 members 
Entering Unmasked Estep 
Score: -422551.875000 Penalty: 4005.643066
	Iteration 0F: 3 clusters Score -422551.9 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -423211.625000 Penalty: 4005.643066
	Iteration 1F: 3 clusters Score -423211.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -423366.437500 Penalty: 4005.643066
	Iteration 2F: 3 clusters Score -423366.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -423443.937500 Penalty: 4005.643066
	Iteration 3Q: 3 clusters Score -423443.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -423508.156250 Penalty: 4005.643066
	Iteration 4Q: 3 clusters Score -423508.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -423552.093750 Penalty: 4005.643066
	Iteration 5Q: 3 clusters Score -423552.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -423593.156250 Penalty: 4005.643066
	Iteration 6Q: 3 clusters Score -423593.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -423621.718750 Penalty: 4005.643066
	Iteration 7Q: 3 clusters Score -423621.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -423639.875000 Penalty: 4005.643066
	Iteration 8Q: 3 clusters Score -423639.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -423657.781250 Penalty: 4005.643066
	Iteration 9Q: 3 clusters Score -423657.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -423673.125000 Penalty: 4005.643066
	Iteration 10Q: 3 clusters Score -423673.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -423693.687500 Penalty: 4005.643066
	Iteration 11Q: 3 clusters Score -423693.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -423714.312500 Penalty: 4005.643066
	Iteration 12Q: 3 clusters Score -423714.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -423742.531250 Penalty: 4005.643066
	Iteration 13Q: 3 clusters Score -423742.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -423767.750000 Penalty: 4005.643066
	Iteration 14Q: 3 clusters Score -423767.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -423788.031250 Penalty: 4005.643066
	Iteration 15Q: 3 clusters Score -423788 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -423811.562500 Penalty: 4005.643066
	Iteration 16Q: 3 clusters Score -423811.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -423835.218750 Penalty: 4005.643066
	Iteration 17Q: 3 clusters Score -423835.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -423851.687500 Penalty: 4005.643066
	Iteration 18Q: 3 clusters Score -423851.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -423862.843750 Penalty: 4005.643066
	Iteration 19Q: 3 clusters Score -423862.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -423872.750000 Penalty: 4005.643066
	Iteration 20F: 3 clusters Score -423872.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -423888.031250 Penalty: 4005.643066
	Iteration 21Q: 3 clusters Score -423888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -423902.031250 Penalty: 4005.643066
	Iteration 22Q: 3 clusters Score -423902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -423917.656250 Penalty: 4005.643066
	Iteration 23Q: 3 clusters Score -423917.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -423930.937500 Penalty: 4005.643066
	Iteration 24Q: 3 clusters Score -423930.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -423940.437500 Penalty: 4005.643066
	Iteration 25Q: 3 clusters Score -423940.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -423950.562500 Penalty: 4005.643066
	Iteration 26Q: 3 clusters Score -423950.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -423958.406250 Penalty: 4005.643066
	Iteration 27Q: 3 clusters Score -423958.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -423967.718750 Penalty: 4005.643066
	Iteration 28Q: 3 clusters Score -423967.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -423977.906250 Penalty: 4005.643066
	Iteration 29Q: 3 clusters Score -423977.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -423989.812500 Penalty: 4005.643066
	Iteration 30Q: 3 clusters Score -423989.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -423998.843750 Penalty: 4005.643066
	Iteration 31Q: 3 clusters Score -423998.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -424009.750000 Penalty: 4005.643066
	Iteration 32Q: 3 clusters Score -424009.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -424027.375000 Penalty: 4005.643066
	Iteration 33Q: 3 clusters Score -424027.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -424039.843750 Penalty: 4005.643066
	Iteration 34Q: 3 clusters Score -424039.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -424052.218750 Penalty: 4005.643066
	Iteration 35Q: 3 clusters Score -424052.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -424065.187500 Penalty: 4005.643066
	Iteration 36Q: 3 clusters Score -424065.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -424079.281250 Penalty: 4005.643066
	Iteration 37Q: 3 clusters Score -424079.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -424089.531250 Penalty: 4005.643066
	Iteration 38Q: 3 clusters Score -424089.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -424096.875000 Penalty: 4005.643066
	Iteration 39Q: 3 clusters Score -424096.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -424102.656250 Penalty: 4005.643066
	Iteration 40F: 3 clusters Score -424102.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -424110.500000 Penalty: 4005.643066
	Iteration 41Q: 3 clusters Score -424110.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -424115.500000 Penalty: 4005.643066
	Iteration 42Q: 3 clusters Score -424115.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -424123.843750 Penalty: 4005.643066
	Iteration 43Q: 3 clusters Score -424123.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -424132.593750 Penalty: 4005.643066
	Iteration 44Q: 3 clusters Score -424132.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -424141.812500 Penalty: 4005.643066
	Iteration 45Q: 3 clusters Score -424141.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -424151.531250 Penalty: 4005.643066
	Iteration 46Q: 3 clusters Score -424151.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -424162.281250 Penalty: 4005.643066
	Iteration 47Q: 3 clusters Score -424162.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -424175.000000 Penalty: 4005.643066
	Iteration 48Q: 3 clusters Score -424175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -424186.750000 Penalty: 4005.643066
	Iteration 49Q: 3 clusters Score -424186.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -424197.562500 Penalty: 4005.643066
	Iteration 50Q: 3 clusters Score -424197.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -424211.250000 Penalty: 4005.643066
	Iteration 51Q: 3 clusters Score -424211.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -424220.937500 Penalty: 4005.643066
	Iteration 52Q: 3 clusters Score -424220.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -424227.906250 Penalty: 4005.643066
	Iteration 53Q: 3 clusters Score -424227.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -424235.531250 Penalty: 4005.643066
	Iteration 54Q: 3 clusters Score -424235.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -424239.156250 Penalty: 4005.643066
	Iteration 55Q: 3 clusters Score -424239.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -424243.343750 Penalty: 4005.643066
	Iteration 56Q: 3 clusters Score -424243.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -424247.625000 Penalty: 4005.643066
	Iteration 57Q: 3 clusters Score -424247.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -424255.812500 Penalty: 4005.643066
	Iteration 58Q: 3 clusters Score -424255.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -424264.625000 Penalty: 4005.643066
	Iteration 59Q: 3 clusters Score -424264.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -424271.343750 Penalty: 4005.643066
	Iteration 60F: 3 clusters Score -424271.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -424276.812500 Penalty: 4005.643066
	Iteration 61Q: 3 clusters Score -424276.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -424282.125000 Penalty: 4005.643066
	Iteration 62Q: 3 clusters Score -424282.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -424290.281250 Penalty: 4005.643066
	Iteration 63Q: 3 clusters Score -424290.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -424299.937500 Penalty: 4005.643066
	Iteration 64Q: 3 clusters Score -424299.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -424305.937500 Penalty: 4005.643066
	Iteration 65Q: 3 clusters Score -424305.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -424310.687500 Penalty: 4005.643066
	Iteration 66Q: 3 clusters Score -424310.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -424315.187500 Penalty: 4005.643066
	Iteration 67Q: 3 clusters Score -424315.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -424323.593750 Penalty: 4005.643066
	Iteration 68Q: 3 clusters Score -424323.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -424330.625000 Penalty: 4005.643066
	Iteration 69Q: 3 clusters Score -424330.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -424333.812500 Penalty: 4005.643066
	Iteration 70Q: 3 clusters Score -424333.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -424338.062500 Penalty: 4005.643066
	Iteration 71Q: 3 clusters Score -424338.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -424343.656250 Penalty: 4005.643066
	Iteration 72Q: 3 clusters Score -424343.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -424347.218750 Penalty: 4005.643066
	Iteration 73Q: 3 clusters Score -424347.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -424356.000000 Penalty: 4005.643066
	Iteration 74Q: 3 clusters Score -424356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -424364.000000 Penalty: 4005.643066
	Iteration 75Q: 3 clusters Score -424364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -424370.281250 Penalty: 4005.643066
	Iteration 76Q: 3 clusters Score -424370.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -424373.937500 Penalty: 4005.643066
	Iteration 77Q: 3 clusters Score -424373.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -424377.937500 Penalty: 4005.643066
	Iteration 78Q: 3 clusters Score -424377.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -424379.937500 Penalty: 4005.643066
	Iteration 79Q: 3 clusters Score -424379.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -424381.312500 Penalty: 4005.643066
	Iteration 80F: 3 clusters Score -424381.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -424382.093750 Penalty: 4005.643066
	Iteration 81Q: 3 clusters Score -424382.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -424383.218750 Penalty: 4005.643066
	Iteration 82Q: 3 clusters Score -424383.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -424383.218750 Penalty: 4005.643066
	Iteration 83F: 3 clusters Score -424383.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Entering Unmasked Estep 
Score: -4194063.250000 Penalty: 2564.679932
	Iteration 0F: 2 clusters Score -4194063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -4172674.250000 Penalty: 5129.359863
	Iteration 0F: 3 clusters Score -4172674 nChanged 14113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -4180454.500000 Penalty: 5129.359863
	Iteration 1F: 3 clusters Score -4180454 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -4180898.250000 Penalty: 5129.359863
	Iteration 2Q: 3 clusters Score -4180898 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -4181266.000000 Penalty: 5129.359863
	Iteration 3Q: 3 clusters Score -4181266 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -4181606.000000 Penalty: 5129.359863
	Iteration 4Q: 3 clusters Score -4181606 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -4181910.750000 Penalty: 5129.359863
	Iteration 5Q: 3 clusters Score -4181911 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -4182276.750000 Penalty: 5129.359863
	Iteration 6Q: 3 clusters Score -4182277 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -4182791.250000 Penalty: 5129.359863
	Iteration 7Q: 3 clusters Score -4182791 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -4183418.250000 Penalty: 5129.359863
	Iteration 8Q: 3 clusters Score -4183418 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -4184313.750000 Penalty: 5129.359863
	Iteration 9Q: 3 clusters Score -4184314 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -4185380.000000 Penalty: 5129.359863
	Iteration 10Q: 3 clusters Score -4185380 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -4186547.500000 Penalty: 5129.359863
	Iteration 11Q: 3 clusters Score -4186548 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -4187670.500000 Penalty: 5129.359863
	Iteration 12Q: 3 clusters Score -4187670 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -4188653.750000 Penalty: 5129.359863
	Iteration 13Q: 3 clusters Score -4188654 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -4189405.750000 Penalty: 5129.359863
	Iteration 14Q: 3 clusters Score -4189406 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -4189942.500000 Penalty: 5129.359863
	Iteration 15Q: 3 clusters Score -4189942 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4190351.750000 Penalty: 5129.359863
	Iteration 16Q: 3 clusters Score -4190352 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4190678.000000 Penalty: 5129.359863
	Iteration 17Q: 3 clusters Score -4190678 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4190939.500000 Penalty: 5129.359863
	Iteration 18Q: 3 clusters Score -4190940 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4191147.250000 Penalty: 5129.359863
	Iteration 19Q: 3 clusters Score -4191147 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4191308.250000 Penalty: 5129.359863
	Iteration 20F: 3 clusters Score -4191308 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4191408.750000 Penalty: 5129.359863
	Iteration 21Q: 3 clusters Score -4191409 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4191477.000000 Penalty: 5129.359863
	Iteration 22Q: 3 clusters Score -4191477 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4191537.250000 Penalty: 5129.359863
	Iteration 23Q: 3 clusters Score -4191537 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4191593.750000 Penalty: 5129.359863
	Iteration 24Q: 3 clusters Score -4191594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4191638.750000 Penalty: 5129.359863
	Iteration 25Q: 3 clusters Score -4191639 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4191665.250000 Penalty: 5129.359863
	Iteration 26Q: 3 clusters Score -4191665 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4191692.000000 Penalty: 5129.359863
	Iteration 27Q: 3 clusters Score -4191692 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4191726.750000 Penalty: 5129.359863
	Iteration 28Q: 3 clusters Score -4191727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4191740.750000 Penalty: 5129.359863
	Iteration 29Q: 3 clusters Score -4191741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4191764.750000 Penalty: 5129.359863
	Iteration 30Q: 3 clusters Score -4191765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4191777.750000 Penalty: 5129.359863
	Iteration 31Q: 3 clusters Score -4191778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4191796.500000 Penalty: 5129.359863
	Iteration 32Q: 3 clusters Score -4191796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4191808.250000 Penalty: 5129.359863
	Iteration 33Q: 3 clusters Score -4191808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4191818.250000 Penalty: 5129.359863
	Iteration 34Q: 3 clusters Score -4191818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4191825.500000 Penalty: 5129.359863
	Iteration 35Q: 3 clusters Score -4191826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4191839.750000 Penalty: 5129.359863
	Iteration 36Q: 3 clusters Score -4191840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4191841.000000 Penalty: 5129.359863
	Iteration 37Q: 3 clusters Score -4191841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4191848.750000 Penalty: 5129.359863
	Iteration 38Q: 3 clusters Score -4191849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4191854.250000 Penalty: 5129.359863
	Iteration 39Q: 3 clusters Score -4191854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4191859.500000 Penalty: 5129.359863
	Iteration 40F: 3 clusters Score -4191860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4191868.000000 Penalty: 5129.359863
	Iteration 41Q: 3 clusters Score -4191868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4191873.000000 Penalty: 5129.359863
	Iteration 42Q: 3 clusters Score -4191873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4191877.750000 Penalty: 5129.359863
	Iteration 43Q: 3 clusters Score -4191878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4191882.000000 Penalty: 5129.359863
	Iteration 44Q: 3 clusters Score -4191882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4191885.750000 Penalty: 5129.359863
	Iteration 45Q: 3 clusters Score -4191886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4191885.500000 Penalty: 5129.359863
	Iteration 46Q: 3 clusters Score -4191886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4191888.000000 Penalty: 5129.359863
	Iteration 47Q: 3 clusters Score -4191888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4191888.250000 Penalty: 5129.359863
	Iteration 48Q: 3 clusters Score -4191888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4191890.000000 Penalty: 5129.359863
	Iteration 49Q: 3 clusters Score -4191890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4191889.250000 Penalty: 5129.359863
	Iteration 50Q: 3 clusters Score -4191889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4191889.250000 Penalty: 5129.359863
	Iteration 51F: 3 clusters Score -4191889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Entering Unmasked Estep 
Score: -274600.125000 Penalty: 1924.912720
	Iteration 0F: 2 clusters Score -274600.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -271783.968750 Penalty: 3849.825439
	Iteration 0F: 3 clusters Score -271784 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -273152.562500 Penalty: 3849.825439
	Iteration 1F: 3 clusters Score -273152.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -275033.625000 Penalty: 3849.825439
	Iteration 2F: 3 clusters Score -275033.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -277308.343750 Penalty: 3849.825439
	Iteration 3F: 3 clusters Score -277308.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -278506.187500 Penalty: 3849.825439
	Iteration 4F: 3 clusters Score -278506.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -278939.343750 Penalty: 3849.825439
	Iteration 5Q: 3 clusters Score -278939.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -278953.562500 Penalty: 3849.825439
	Iteration 6Q: 3 clusters Score -278953.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -278961.343750 Penalty: 3849.825439
	Iteration 7Q: 3 clusters Score -278961.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -278961.375000 Penalty: 3849.825439
	Iteration 8Q: 3 clusters Score -278961.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -278962.312500 Penalty: 3849.825439
	Iteration 9Q: 3 clusters Score -278962.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -278962.312500 Penalty: 3849.825439
	Iteration 10F: 3 clusters Score -278962.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 160276 members 
Mstep: Class 2 contains 2880 members 
Mstep: Class 3 contains 887 members 
Mstep: Class 4 contains 177170 members 
Mstep: Class 5 contains 3216 members 
Mstep: Class 6 contains 30991 members 
Mstep: Class 7 contains 1129 members 
Mstep: Class 8 contains 1382 members 
Mstep: Class 9 contains 4524 members 
Mstep: Class 10 contains 5645 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169968 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 18069 members 
Mstep: Class 15 contains 165815 members 
Mstep: Class 16 contains 164219 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 23527 members 
Mstep: Class 20 contains 60525 members 
Mstep: Class 21 contains 160561 members 
Mstep: Class 22 contains 71502 members 
Mstep: Class 23 contains 154096 members 
Entering Unmasked Estep 
Score: -180403328.000000 Penalty: 77136.718750
Splitting cluster 7 changes total score from -180399872.000000 to -180403328.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 8 (1382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Entering Unmasked Estep 
Score: -175374.203125 Penalty: 1793.359131
	Iteration 0F: 2 clusters Score -175374.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -173152.125000 Penalty: 3586.718262
	Iteration 0F: 3 clusters Score -173152.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -173523.640625 Penalty: 3586.718262
	Iteration 1F: 3 clusters Score -173523.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -173634.687500 Penalty: 3586.718262
	Iteration 2F: 3 clusters Score -173634.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -173708.921875 Penalty: 3586.718262
	Iteration 3Q: 3 clusters Score -173708.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -173756.734375 Penalty: 3586.718262
	Iteration 4Q: 3 clusters Score -173756.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -173794.390625 Penalty: 3586.718262
	Iteration 5Q: 3 clusters Score -173794.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -173828.359375 Penalty: 3586.718262
	Iteration 6Q: 3 clusters Score -173828.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -173851.312500 Penalty: 3586.718262
	Iteration 7Q: 3 clusters Score -173851.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -173860.859375 Penalty: 3586.718262
	Iteration 8Q: 3 clusters Score -173860.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -173880.234375 Penalty: 3586.718262
	Iteration 9Q: 3 clusters Score -173880.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -173904.015625 Penalty: 3586.718262
	Iteration 10Q: 3 clusters Score -173904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -173916.906250 Penalty: 3586.718262
	Iteration 11Q: 3 clusters Score -173916.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -173929.906250 Penalty: 3586.718262
	Iteration 12Q: 3 clusters Score -173929.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -173941.750000 Penalty: 3586.718262
	Iteration 13Q: 3 clusters Score -173941.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -173951.671875 Penalty: 3586.718262
	Iteration 14Q: 3 clusters Score -173951.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -173964.328125 Penalty: 3586.718262
	Iteration 15Q: 3 clusters Score -173964.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -173972.453125 Penalty: 3586.718262
	Iteration 16Q: 3 clusters Score -173972.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -173980.281250 Penalty: 3586.718262
	Iteration 17Q: 3 clusters Score -173980.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -173984.015625 Penalty: 3586.718262
	Iteration 18Q: 3 clusters Score -173984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -173988.312500 Penalty: 3586.718262
	Iteration 19Q: 3 clusters Score -173988.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -173991.531250 Penalty: 3586.718262
	Iteration 20F: 3 clusters Score -173991.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -173994.562500 Penalty: 3586.718262
	Iteration 21Q: 3 clusters Score -173994.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -173999.562500 Penalty: 3586.718262
	Iteration 22Q: 3 clusters Score -173999.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -174002.796875 Penalty: 3586.718262
	Iteration 23Q: 3 clusters Score -174002.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -174003.593750 Penalty: 3586.718262
	Iteration 24Q: 3 clusters Score -174003.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -174004.687500 Penalty: 3586.718262
	Iteration 25Q: 3 clusters Score -174004.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -174004.687500 Penalty: 3586.718262
	Iteration 26F: 3 clusters Score -174004.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Entering Unmasked Estep 
Score: -570848.625000 Penalty: 2087.453613
	Iteration 0F: 2 clusters Score -570848.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -566661.250000 Penalty: 4174.907227
	Iteration 0F: 3 clusters Score -566661.2 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -567588.375000 Penalty: 4174.907227
	Iteration 1F: 3 clusters Score -567588.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -567799.187500 Penalty: 4174.907227
	Iteration 2F: 3 clusters Score -567799.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -567912.875000 Penalty: 4174.907227
	Iteration 3F: 3 clusters Score -567912.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -567981.312500 Penalty: 4174.907227
	Iteration 4Q: 3 clusters Score -567981.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -568039.312500 Penalty: 4174.907227
	Iteration 5Q: 3 clusters Score -568039.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -568076.000000 Penalty: 4174.907227
	Iteration 6Q: 3 clusters Score -568076 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -568116.562500 Penalty: 4174.907227
	Iteration 7Q: 3 clusters Score -568116.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -568164.062500 Penalty: 4174.907227
	Iteration 8Q: 3 clusters Score -568164.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -568214.312500 Penalty: 4174.907227
	Iteration 9Q: 3 clusters Score -568214.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -568266.437500 Penalty: 4174.907227
	Iteration 10Q: 3 clusters Score -568266.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -568351.125000 Penalty: 4174.907227
	Iteration 11Q: 3 clusters Score -568351.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -568494.187500 Penalty: 4174.907227
	Iteration 12Q: 3 clusters Score -568494.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -568647.687500 Penalty: 4174.907227
	Iteration 13Q: 3 clusters Score -568647.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -568822.375000 Penalty: 4174.907227
	Iteration 14Q: 3 clusters Score -568822.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -568981.687500 Penalty: 4174.907227
	Iteration 15Q: 3 clusters Score -568981.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -569084.187500 Penalty: 4174.907227
	Iteration 16Q: 3 clusters Score -569084.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -569149.875000 Penalty: 4174.907227
	Iteration 17Q: 3 clusters Score -569149.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -569201.687500 Penalty: 4174.907227
	Iteration 18Q: 3 clusters Score -569201.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -569241.562500 Penalty: 4174.907227
	Iteration 19Q: 3 clusters Score -569241.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -569270.000000 Penalty: 4174.907227
	Iteration 20F: 3 clusters Score -569270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -569291.125000 Penalty: 4174.907227
	Iteration 21Q: 3 clusters Score -569291.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -569308.687500 Penalty: 4174.907227
	Iteration 22Q: 3 clusters Score -569308.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -569322.000000 Penalty: 4174.907227
	Iteration 23Q: 3 clusters Score -569322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -569336.250000 Penalty: 4174.907227
	Iteration 24Q: 3 clusters Score -569336.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -569346.437500 Penalty: 4174.907227
	Iteration 25Q: 3 clusters Score -569346.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -569358.312500 Penalty: 4174.907227
	Iteration 26Q: 3 clusters Score -569358.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -569365.562500 Penalty: 4174.907227
	Iteration 27Q: 3 clusters Score -569365.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -569371.750000 Penalty: 4174.907227
	Iteration 28Q: 3 clusters Score -569371.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -569374.062500 Penalty: 4174.907227
	Iteration 29Q: 3 clusters Score -569374.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -569376.562500 Penalty: 4174.907227
	Iteration 30Q: 3 clusters Score -569376.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -569381.375000 Penalty: 4174.907227
	Iteration 31Q: 3 clusters Score -569381.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -569385.125000 Penalty: 4174.907227
	Iteration 32Q: 3 clusters Score -569385.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -569387.187500 Penalty: 4174.907227
	Iteration 33Q: 3 clusters Score -569387.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -569387.875000 Penalty: 4174.907227
	Iteration 34Q: 3 clusters Score -569387.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -569388.937500 Penalty: 4174.907227
	Iteration 35Q: 3 clusters Score -569388.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -569389.062500 Penalty: 4174.907227
	Iteration 36Q: 3 clusters Score -569389.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -569389.062500 Penalty: 4174.907227
	Iteration 37Q: 3 clusters Score -569389.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -569389.062500 Penalty: 4174.907227
	Iteration 38F: 3 clusters Score -569389.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Entering Unmasked Estep 
Score: -746515.875000 Penalty: 2142.354248
	Iteration 0F: 2 clusters Score -746515.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -741620.000000 Penalty: 4284.708496
	Iteration 0F: 3 clusters Score -741620 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -742823.562500 Penalty: 4284.708496
	Iteration 1F: 3 clusters Score -742823.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -743027.562500 Penalty: 4284.708496
	Iteration 2F: 3 clusters Score -743027.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -743183.437500 Penalty: 4284.708496
	Iteration 3Q: 3 clusters Score -743183.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -743296.062500 Penalty: 4284.708496
	Iteration 4Q: 3 clusters Score -743296.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -743391.687500 Penalty: 4284.708496
	Iteration 5Q: 3 clusters Score -743391.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -743462.625000 Penalty: 4284.708496
	Iteration 6Q: 3 clusters Score -743462.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -743530.562500 Penalty: 4284.708496
	Iteration 7Q: 3 clusters Score -743530.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -743590.625000 Penalty: 4284.708496
	Iteration 8Q: 3 clusters Score -743590.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -743652.437500 Penalty: 4284.708496
	Iteration 9Q: 3 clusters Score -743652.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -743716.750000 Penalty: 4284.708496
	Iteration 10Q: 3 clusters Score -743716.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -743774.125000 Penalty: 4284.708496
	Iteration 11Q: 3 clusters Score -743774.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -743818.875000 Penalty: 4284.708496
	Iteration 12Q: 3 clusters Score -743818.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -743863.937500 Penalty: 4284.708496
	Iteration 13Q: 3 clusters Score -743863.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -743908.812500 Penalty: 4284.708496
	Iteration 14Q: 3 clusters Score -743908.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -743951.000000 Penalty: 4284.708496
	Iteration 15Q: 3 clusters Score -743951 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -743983.187500 Penalty: 4284.708496
	Iteration 16Q: 3 clusters Score -743983.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -744008.375000 Penalty: 4284.708496
	Iteration 17Q: 3 clusters Score -744008.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -744027.000000 Penalty: 4284.708496
	Iteration 18Q: 3 clusters Score -744027 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -744039.000000 Penalty: 4284.708496
	Iteration 19Q: 3 clusters Score -744039 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -744050.125000 Penalty: 4284.708496
	Iteration 20F: 3 clusters Score -744050.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -744066.000000 Penalty: 4284.708496
	Iteration 21Q: 3 clusters Score -744066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -744078.750000 Penalty: 4284.708496
	Iteration 22Q: 3 clusters Score -744078.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -744096.062500 Penalty: 4284.708496
	Iteration 23Q: 3 clusters Score -744096.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -744116.625000 Penalty: 4284.708496
	Iteration 24Q: 3 clusters Score -744116.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -744132.812500 Penalty: 4284.708496
	Iteration 25Q: 3 clusters Score -744132.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -744147.437500 Penalty: 4284.708496
	Iteration 26Q: 3 clusters Score -744147.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -744158.875000 Penalty: 4284.708496
	Iteration 27Q: 3 clusters Score -744158.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -744167.312500 Penalty: 4284.708496
	Iteration 28Q: 3 clusters Score -744167.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -744177.812500 Penalty: 4284.708496
	Iteration 29Q: 3 clusters Score -744177.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -744183.562500 Penalty: 4284.708496
	Iteration 30Q: 3 clusters Score -744183.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -744189.625000 Penalty: 4284.708496
	Iteration 31Q: 3 clusters Score -744189.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -744195.375000 Penalty: 4284.708496
	Iteration 32Q: 3 clusters Score -744195.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -744202.500000 Penalty: 4284.708496
	Iteration 33Q: 3 clusters Score -744202.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -744213.437500 Penalty: 4284.708496
	Iteration 34Q: 3 clusters Score -744213.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -744221.812500 Penalty: 4284.708496
	Iteration 35Q: 3 clusters Score -744221.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -744235.000000 Penalty: 4284.708496
	Iteration 36Q: 3 clusters Score -744235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -744245.000000 Penalty: 4284.708496
	Iteration 37Q: 3 clusters Score -744245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -744257.437500 Penalty: 4284.708496
	Iteration 38Q: 3 clusters Score -744257.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -744268.937500 Penalty: 4284.708496
	Iteration 39Q: 3 clusters Score -744268.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -744286.312500 Penalty: 4284.708496
	Iteration 40F: 3 clusters Score -744286.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -744301.562500 Penalty: 4284.708496
	Iteration 41Q: 3 clusters Score -744301.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -744320.687500 Penalty: 4284.708496
	Iteration 42Q: 3 clusters Score -744320.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -744331.125000 Penalty: 4284.708496
	Iteration 43Q: 3 clusters Score -744331.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -744338.687500 Penalty: 4284.708496
	Iteration 44Q: 3 clusters Score -744338.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -744346.000000 Penalty: 4284.708496
	Iteration 45Q: 3 clusters Score -744346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -744350.625000 Penalty: 4284.708496
	Iteration 46Q: 3 clusters Score -744350.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -744353.250000 Penalty: 4284.708496
	Iteration 47Q: 3 clusters Score -744353.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -744357.187500 Penalty: 4284.708496
	Iteration 48Q: 3 clusters Score -744357.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -744360.437500 Penalty: 4284.708496
	Iteration 49Q: 3 clusters Score -744360.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -744363.937500 Penalty: 4284.708496
	Iteration 50Q: 3 clusters Score -744363.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -744366.000000 Penalty: 4284.708496
	Iteration 51Q: 3 clusters Score -744366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -744370.750000 Penalty: 4284.708496
	Iteration 52Q: 3 clusters Score -744370.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -744373.875000 Penalty: 4284.708496
	Iteration 53Q: 3 clusters Score -744373.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -744375.875000 Penalty: 4284.708496
	Iteration 54Q: 3 clusters Score -744375.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -744378.625000 Penalty: 4284.708496
	Iteration 55Q: 3 clusters Score -744378.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -744381.750000 Penalty: 4284.708496
	Iteration 56Q: 3 clusters Score -744381.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -744382.750000 Penalty: 4284.708496
	Iteration 57Q: 3 clusters Score -744382.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -744385.312500 Penalty: 4284.708496
	Iteration 58Q: 3 clusters Score -744385.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -744392.000000 Penalty: 4284.708496
	Iteration 59Q: 3 clusters Score -744392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -744394.437500 Penalty: 4284.708496
	Iteration 60F: 3 clusters Score -744394.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -744398.375000 Penalty: 4284.708496
	Iteration 61Q: 3 clusters Score -744398.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -744404.750000 Penalty: 4284.708496
	Iteration 62Q: 3 clusters Score -744404.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -744411.375000 Penalty: 4284.708496
	Iteration 63Q: 3 clusters Score -744411.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -744418.312500 Penalty: 4284.708496
	Iteration 64Q: 3 clusters Score -744418.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -744426.000000 Penalty: 4284.708496
	Iteration 65Q: 3 clusters Score -744426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -744432.187500 Penalty: 4284.708496
	Iteration 66Q: 3 clusters Score -744432.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -744436.625000 Penalty: 4284.708496
	Iteration 67Q: 3 clusters Score -744436.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -744441.562500 Penalty: 4284.708496
	Iteration 68Q: 3 clusters Score -744441.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -744443.687500 Penalty: 4284.708496
	Iteration 69Q: 3 clusters Score -744443.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -744449.062500 Penalty: 4284.708496
	Iteration 70Q: 3 clusters Score -744449.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -744455.312500 Penalty: 4284.708496
	Iteration 71Q: 3 clusters Score -744455.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -744458.187500 Penalty: 4284.708496
	Iteration 72Q: 3 clusters Score -744458.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -744464.687500 Penalty: 4284.708496
	Iteration 73Q: 3 clusters Score -744464.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -744470.312500 Penalty: 4284.708496
	Iteration 74Q: 3 clusters Score -744470.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -744478.625000 Penalty: 4284.708496
	Iteration 75Q: 3 clusters Score -744478.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -744494.312500 Penalty: 4284.708496
	Iteration 76Q: 3 clusters Score -744494.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -744504.250000 Penalty: 4284.708496
	Iteration 77Q: 3 clusters Score -744504.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -744513.000000 Penalty: 4284.708496
	Iteration 78Q: 3 clusters Score -744513 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -744524.625000 Penalty: 4284.708496
	Iteration 79Q: 3 clusters Score -744524.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -744530.687500 Penalty: 4284.708496
	Iteration 80F: 3 clusters Score -744530.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -744537.187500 Penalty: 4284.708496
	Iteration 81Q: 3 clusters Score -744537.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -744541.625000 Penalty: 4284.708496
	Iteration 82Q: 3 clusters Score -744541.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -744550.500000 Penalty: 4284.708496
	Iteration 83Q: 3 clusters Score -744550.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -744555.812500 Penalty: 4284.708496
	Iteration 84Q: 3 clusters Score -744555.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -744567.500000 Penalty: 4284.708496
	Iteration 85Q: 3 clusters Score -744567.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -744579.312500 Penalty: 4284.708496
	Iteration 86Q: 3 clusters Score -744579.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -744584.687500 Penalty: 4284.708496
	Iteration 87Q: 3 clusters Score -744584.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -744588.812500 Penalty: 4284.708496
	Iteration 88Q: 3 clusters Score -744588.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -744591.812500 Penalty: 4284.708496
	Iteration 89Q: 3 clusters Score -744591.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -744597.375000 Penalty: 4284.708496
	Iteration 90Q: 3 clusters Score -744597.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -744607.250000 Penalty: 4284.708496
	Iteration 91Q: 3 clusters Score -744607.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -744613.250000 Penalty: 4284.708496
	Iteration 92Q: 3 clusters Score -744613.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -744622.750000 Penalty: 4284.708496
	Iteration 93Q: 3 clusters Score -744622.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -744630.625000 Penalty: 4284.708496
	Iteration 94Q: 3 clusters Score -744630.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -744638.562500 Penalty: 4284.708496
	Iteration 95Q: 3 clusters Score -744638.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -744642.625000 Penalty: 4284.708496
	Iteration 96Q: 3 clusters Score -744642.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -744653.375000 Penalty: 4284.708496
	Iteration 97Q: 3 clusters Score -744653.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -744658.125000 Penalty: 4284.708496
	Iteration 98Q: 3 clusters Score -744658.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -744660.750000 Penalty: 4284.708496
	Iteration 99Q: 3 clusters Score -744660.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -744663.562500 Penalty: 4284.708496
	Iteration 100F: 3 clusters Score -744663.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -744669.125000 Penalty: 4284.708496
	Iteration 101Q: 3 clusters Score -744669.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -744680.562500 Penalty: 4284.708496
	Iteration 102Q: 3 clusters Score -744680.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -744685.000000 Penalty: 4284.708496
	Iteration 103Q: 3 clusters Score -744685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -744691.312500 Penalty: 4284.708496
	Iteration 104Q: 3 clusters Score -744691.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -744697.625000 Penalty: 4284.708496
	Iteration 105Q: 3 clusters Score -744697.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -744701.375000 Penalty: 4284.708496
	Iteration 106Q: 3 clusters Score -744701.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -744705.187500 Penalty: 4284.708496
	Iteration 107Q: 3 clusters Score -744705.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -744709.062500 Penalty: 4284.708496
	Iteration 108Q: 3 clusters Score -744709.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -744712.625000 Penalty: 4284.708496
	Iteration 109Q: 3 clusters Score -744712.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -744715.562500 Penalty: 4284.708496
	Iteration 110Q: 3 clusters Score -744715.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -744717.562500 Penalty: 4284.708496
	Iteration 111Q: 3 clusters Score -744717.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -744718.687500 Penalty: 4284.708496
	Iteration 112Q: 3 clusters Score -744718.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -744720.312500 Penalty: 4284.708496
	Iteration 113Q: 3 clusters Score -744720.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -744722.750000 Penalty: 4284.708496
	Iteration 114Q: 3 clusters Score -744722.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -744724.687500 Penalty: 4284.708496
	Iteration 115Q: 3 clusters Score -744724.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -744726.625000 Penalty: 4284.708496
	Iteration 116Q: 3 clusters Score -744726.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -744730.062500 Penalty: 4284.708496
	Iteration 117Q: 3 clusters Score -744730.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -744731.500000 Penalty: 4284.708496
	Iteration 118Q: 3 clusters Score -744731.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -744731.000000 Penalty: 4284.708496
	Iteration 119Q: 3 clusters Score -744731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -744732.562500 Penalty: 4284.708496
	Iteration 120F: 3 clusters Score -744732.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -744731.812500 Penalty: 4284.708496
	Iteration 121Q: 3 clusters Score -744731.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -744733.812500 Penalty: 4284.708496
	Iteration 122Q: 3 clusters Score -744733.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -744737.562500 Penalty: 4284.708496
	Iteration 123Q: 3 clusters Score -744737.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -744738.312500 Penalty: 4284.708496
	Iteration 124Q: 3 clusters Score -744738.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -744739.625000 Penalty: 4284.708496
	Iteration 125Q: 3 clusters Score -744739.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -744740.687500 Penalty: 4284.708496
	Iteration 126Q: 3 clusters Score -744740.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -744743.312500 Penalty: 4284.708496
	Iteration 127Q: 3 clusters Score -744743.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -744743.437500 Penalty: 4284.708496
	Iteration 128Q: 3 clusters Score -744743.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -744743.562500 Penalty: 4284.708496
	Iteration 129Q: 3 clusters Score -744743.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -744742.937500 Penalty: 4284.708496
	Iteration 130Q: 3 clusters Score -744742.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -744742.937500 Penalty: 4284.708496
	Iteration 131F: 3 clusters Score -744742.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (169968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169968 members 
Entering Unmasked Estep 
Score: -22764612.000000 Penalty: 2986.754639
	Iteration 0F: 2 clusters Score -2.276461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85125 members 
Mstep: Class 2 contains 84843 members 
Entering Unmasked Estep 
Score: -22657130.000000 Penalty: 5973.509277
	Iteration 0F: 3 clusters Score -2.265713e+07 nChanged 81499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86778 members 
Mstep: Class 2 contains 83190 members 
Entering Unmasked Estep 
Score: -22705032.000000 Penalty: 5973.509277
	Iteration 1F: 3 clusters Score -2.270503e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88296 members 
Mstep: Class 2 contains 81672 members 
Entering Unmasked Estep 
Score: -22706136.000000 Penalty: 5973.509277
	Iteration 2Q: 3 clusters Score -2.270614e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90768 members 
Mstep: Class 2 contains 79200 members 
Entering Unmasked Estep 
Score: -22707854.000000 Penalty: 5973.509277
	Iteration 3Q: 3 clusters Score -2.270785e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94637 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -22710674.000000 Penalty: 5973.509277
	Iteration 4Q: 3 clusters Score -2.271067e+07 nChanged 8913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100422 members 
Mstep: Class 2 contains 69546 members 
Entering Unmasked Estep 
Score: -22715252.000000 Penalty: 5973.509277
	Iteration 5F: 3 clusters Score -2.271525e+07 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108478 members 
Mstep: Class 2 contains 61490 members 
Entering Unmasked Estep 
Score: -22722860.000000 Penalty: 5973.509277
	Iteration 6F: 3 clusters Score -2.272286e+07 nChanged 13127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
Score: -22732768.000000 Penalty: 5973.509277
	Iteration 7F: 3 clusters Score -2.273277e+07 nChanged 12509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126694 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -22742798.000000 Penalty: 5973.509277
	Iteration 8F: 3 clusters Score -2.27428e+07 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133039 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -22750730.000000 Penalty: 5973.509277
	Iteration 9F: 3 clusters Score -2.275073e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137090 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -22755186.000000 Penalty: 5973.509277
	Iteration 10Q: 3 clusters Score -2.275519e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139917 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -22757450.000000 Penalty: 5973.509277
	Iteration 11Q: 3 clusters Score -2.275745e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142312 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -22759068.000000 Penalty: 5973.509277
	Iteration 12Q: 3 clusters Score -2.275907e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144505 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -22760416.000000 Penalty: 5973.509277
	Iteration 13Q: 3 clusters Score -2.276042e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146592 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -22761380.000000 Penalty: 5973.509277
	Iteration 14Q: 3 clusters Score -2.276138e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148549 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -22762296.000000 Penalty: 5973.509277
	Iteration 15Q: 3 clusters Score -2.27623e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150401 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -22763078.000000 Penalty: 5973.509277
	Iteration 16Q: 3 clusters Score -2.276308e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152180 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -22763558.000000 Penalty: 5973.509277
	Iteration 17Q: 3 clusters Score -2.276356e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153834 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -22764026.000000 Penalty: 5973.509277
	Iteration 18Q: 3 clusters Score -2.276403e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155440 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -22764256.000000 Penalty: 5973.509277
	Iteration 19Q: 3 clusters Score -2.276426e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156824 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -22764664.000000 Penalty: 5973.509277
	Iteration 20F: 3 clusters Score -2.276466e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158119 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -22764794.000000 Penalty: 5973.509277
	Iteration 21Q: 3 clusters Score -2.276479e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159310 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -22764866.000000 Penalty: 5973.509277
	Iteration 22Q: 3 clusters Score -2.276487e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160353 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -22764908.000000 Penalty: 5973.509277
	Iteration 23Q: 3 clusters Score -2.276491e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161251 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -22764900.000000 Penalty: 5973.509277
	Iteration 24Q: 3 clusters Score -2.27649e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162031 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -22764968.000000 Penalty: 5973.509277
	Iteration 25Q: 3 clusters Score -2.276497e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162726 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -22764938.000000 Penalty: 5973.509277
	Iteration 26Q: 3 clusters Score -2.276494e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163359 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -22764864.000000 Penalty: 5973.509277
	Iteration 27Q: 3 clusters Score -2.276486e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163916 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -22764832.000000 Penalty: 5973.509277
	Iteration 28Q: 3 clusters Score -2.276483e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164371 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -22764760.000000 Penalty: 5973.509277
	Iteration 29Q: 3 clusters Score -2.276476e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164768 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -22764676.000000 Penalty: 5973.509277
	Iteration 30Q: 3 clusters Score -2.276468e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165114 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -22764536.000000 Penalty: 5973.509277
	Iteration 31Q: 3 clusters Score -2.276454e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165405 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -22764416.000000 Penalty: 5973.509277
	Iteration 32Q: 3 clusters Score -2.276442e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165644 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -22764400.000000 Penalty: 5973.509277
	Iteration 33Q: 3 clusters Score -2.27644e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165854 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -22764356.000000 Penalty: 5973.509277
	Iteration 34Q: 3 clusters Score -2.276436e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166056 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -22764256.000000 Penalty: 5973.509277
	Iteration 35Q: 3 clusters Score -2.276426e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166219 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -22764222.000000 Penalty: 5973.509277
	Iteration 36Q: 3 clusters Score -2.276422e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166350 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -22764176.000000 Penalty: 5973.509277
	Iteration 37Q: 3 clusters Score -2.276418e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166468 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -22764124.000000 Penalty: 5973.509277
	Iteration 38Q: 3 clusters Score -2.276412e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166595 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -22764030.000000 Penalty: 5973.509277
	Iteration 39Q: 3 clusters Score -2.276403e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166708 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -22763928.000000 Penalty: 5973.509277
	Iteration 40F: 3 clusters Score -2.276393e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166804 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -22763884.000000 Penalty: 5973.509277
	Iteration 41Q: 3 clusters Score -2.276388e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166890 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -22763836.000000 Penalty: 5973.509277
	Iteration 42Q: 3 clusters Score -2.276384e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166964 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -22763848.000000 Penalty: 5973.509277
	Iteration 43Q: 3 clusters Score -2.276385e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167030 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -22763852.000000 Penalty: 5973.509277
	Iteration 44Q: 3 clusters Score -2.276385e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167100 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -22763844.000000 Penalty: 5973.509277
	Iteration 45Q: 3 clusters Score -2.276384e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167164 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -22763796.000000 Penalty: 5973.509277
	Iteration 46Q: 3 clusters Score -2.27638e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167214 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -22763802.000000 Penalty: 5973.509277
	Iteration 47Q: 3 clusters Score -2.27638e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167253 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -22763770.000000 Penalty: 5973.509277
	Iteration 48Q: 3 clusters Score -2.276377e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167291 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -22763750.000000 Penalty: 5973.509277
	Iteration 49Q: 3 clusters Score -2.276375e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167323 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -22763740.000000 Penalty: 5973.509277
	Iteration 50Q: 3 clusters Score -2.276374e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167362 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -22763736.000000 Penalty: 5973.509277
	Iteration 51Q: 3 clusters Score -2.276374e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167393 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -22763730.000000 Penalty: 5973.509277
	Iteration 52Q: 3 clusters Score -2.276373e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167412 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -22763726.000000 Penalty: 5973.509277
	Iteration 53Q: 3 clusters Score -2.276373e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167432 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -22763710.000000 Penalty: 5973.509277
	Iteration 54Q: 3 clusters Score -2.276371e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167455 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -22763700.000000 Penalty: 5973.509277
	Iteration 55Q: 3 clusters Score -2.27637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167462 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -22763700.000000 Penalty: 5973.509277
	Iteration 56Q: 3 clusters Score -2.27637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167470 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -22763698.000000 Penalty: 5973.509277
	Iteration 57Q: 3 clusters Score -2.27637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167481 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -22763694.000000 Penalty: 5973.509277
	Iteration 58Q: 3 clusters Score -2.276369e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167497 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -22763690.000000 Penalty: 5973.509277
	Iteration 59Q: 3 clusters Score -2.276369e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167516 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -22763704.000000 Penalty: 5973.509277
	Iteration 60F: 3 clusters Score -2.27637e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167544 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -22763690.000000 Penalty: 5973.509277
	Iteration 61Q: 3 clusters Score -2.276369e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167558 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -22763678.000000 Penalty: 5973.509277
	Iteration 62Q: 3 clusters Score -2.276368e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167570 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -22763698.000000 Penalty: 5973.509277
	Iteration 63Q: 3 clusters Score -2.27637e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167583 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -22763718.000000 Penalty: 5973.509277
	Iteration 64Q: 3 clusters Score -2.276372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167593 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -22763702.000000 Penalty: 5973.509277
	Iteration 65Q: 3 clusters Score -2.27637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167599 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -22763696.000000 Penalty: 5973.509277
	Iteration 66Q: 3 clusters Score -2.27637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167606 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -22763704.000000 Penalty: 5973.509277
	Iteration 67Q: 3 clusters Score -2.27637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167614 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -22763696.000000 Penalty: 5973.509277
	Iteration 68Q: 3 clusters Score -2.27637e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167629 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -22763696.000000 Penalty: 5973.509277
	Iteration 69Q: 3 clusters Score -2.27637e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167645 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -22763682.000000 Penalty: 5973.509277
	Iteration 70Q: 3 clusters Score -2.276368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167657 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -22763686.000000 Penalty: 5973.509277
	Iteration 71Q: 3 clusters Score -2.276369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167664 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -22763664.000000 Penalty: 5973.509277
	Iteration 72Q: 3 clusters Score -2.276366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167670 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -22763670.000000 Penalty: 5973.509277
	Iteration 73Q: 3 clusters Score -2.276367e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167679 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -22763676.000000 Penalty: 5973.509277
	Iteration 74Q: 3 clusters Score -2.276368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167681 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -22763658.000000 Penalty: 5973.509277
	Iteration 75Q: 3 clusters Score -2.276366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167686 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -22763664.000000 Penalty: 5973.509277
	Iteration 76Q: 3 clusters Score -2.276366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167692 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -22763690.000000 Penalty: 5973.509277
	Iteration 77Q: 3 clusters Score -2.276369e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167701 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -22763686.000000 Penalty: 5973.509277
	Iteration 78Q: 3 clusters Score -2.276369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167709 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -22763698.000000 Penalty: 5973.509277
	Iteration 79Q: 3 clusters Score -2.27637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167717 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -22763700.000000 Penalty: 5973.509277
	Iteration 80F: 3 clusters Score -2.27637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167723 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -22763690.000000 Penalty: 5973.509277
	Iteration 81Q: 3 clusters Score -2.276369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167728 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -22763696.000000 Penalty: 5973.509277
	Iteration 82Q: 3 clusters Score -2.27637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167735 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -22763698.000000 Penalty: 5973.509277
	Iteration 83Q: 3 clusters Score -2.27637e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167738 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -22763702.000000 Penalty: 5973.509277
	Iteration 84Q: 3 clusters Score -2.27637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167742 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -22763692.000000 Penalty: 5973.509277
	Iteration 85Q: 3 clusters Score -2.276369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167743 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -22763702.000000 Penalty: 5973.509277
	Iteration 86Q: 3 clusters Score -2.27637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167744 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -22763710.000000 Penalty: 5973.509277
	Iteration 87Q: 3 clusters Score -2.276371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167746 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -22763704.000000 Penalty: 5973.509277
	Iteration 88Q: 3 clusters Score -2.27637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167747 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -22763710.000000 Penalty: 5973.509277
	Iteration 89Q: 3 clusters Score -2.276371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167747 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -22763710.000000 Penalty: 5973.509277
	Iteration 90F: 3 clusters Score -2.276371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Entering Unmasked Estep 
Score: -267221.000000 Penalty: 1883.780762
	Iteration 0F: 2 clusters Score -267221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -264586.000000 Penalty: 3767.561523
	Iteration 0F: 3 clusters Score -264586 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -265014.968750 Penalty: 3767.561523
	Iteration 1F: 3 clusters Score -265015 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -265123.906250 Penalty: 3767.561523
	Iteration 2F: 3 clusters Score -265123.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -265175.312500 Penalty: 3767.561523
	Iteration 3Q: 3 clusters Score -265175.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -265209.031250 Penalty: 3767.561523
	Iteration 4Q: 3 clusters Score -265209 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -265231.718750 Penalty: 3767.561523
	Iteration 5Q: 3 clusters Score -265231.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -265248.312500 Penalty: 3767.561523
	Iteration 6Q: 3 clusters Score -265248.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -265263.843750 Penalty: 3767.561523
	Iteration 7Q: 3 clusters Score -265263.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -265269.281250 Penalty: 3767.561523
	Iteration 8Q: 3 clusters Score -265269.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -265277.156250 Penalty: 3767.561523
	Iteration 9Q: 3 clusters Score -265277.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -265288.187500 Penalty: 3767.561523
	Iteration 10Q: 3 clusters Score -265288.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -265300.875000 Penalty: 3767.561523
	Iteration 11Q: 3 clusters Score -265300.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -265310.062500 Penalty: 3767.561523
	Iteration 12Q: 3 clusters Score -265310.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -265312.968750 Penalty: 3767.561523
	Iteration 13Q: 3 clusters Score -265313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -265314.687500 Penalty: 3767.561523
	Iteration 14Q: 3 clusters Score -265314.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -265317.468750 Penalty: 3767.561523
	Iteration 15Q: 3 clusters Score -265317.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -265319.593750 Penalty: 3767.561523
	Iteration 16Q: 3 clusters Score -265319.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -265321.000000 Penalty: 3767.561523
	Iteration 17Q: 3 clusters Score -265321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -265324.593750 Penalty: 3767.561523
	Iteration 18Q: 3 clusters Score -265324.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -265325.593750 Penalty: 3767.561523
	Iteration 19Q: 3 clusters Score -265325.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -265325.593750 Penalty: 3767.561523
	Iteration 20F: 3 clusters Score -265325.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Entering Unmasked Estep 
Score: -2432452.500000 Penalty: 2430.884521
	Iteration 0F: 2 clusters Score -2432452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2419487.000000 Penalty: 4861.769043
	Iteration 0F: 3 clusters Score -2419487 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2423775.250000 Penalty: 4861.769043
	Iteration 1F: 3 clusters Score -2423775 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2424189.750000 Penalty: 4861.769043
	Iteration 2F: 3 clusters Score -2424190 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2424526.250000 Penalty: 4861.769043
	Iteration 3Q: 3 clusters Score -2424526 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2424792.500000 Penalty: 4861.769043
	Iteration 4Q: 3 clusters Score -2424792 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2425028.250000 Penalty: 4861.769043
	Iteration 5Q: 3 clusters Score -2425028 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2425275.000000 Penalty: 4861.769043
	Iteration 6Q: 3 clusters Score -2425275 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2425546.750000 Penalty: 4861.769043
	Iteration 7Q: 3 clusters Score -2425547 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2425919.500000 Penalty: 4861.769043
	Iteration 8Q: 3 clusters Score -2425920 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2426323.000000 Penalty: 4861.769043
	Iteration 9Q: 3 clusters Score -2426323 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2426786.500000 Penalty: 4861.769043
	Iteration 10Q: 3 clusters Score -2426786 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2427278.750000 Penalty: 4861.769043
	Iteration 11Q: 3 clusters Score -2427279 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2427759.000000 Penalty: 4861.769043
	Iteration 12Q: 3 clusters Score -2427759 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2428218.000000 Penalty: 4861.769043
	Iteration 13Q: 3 clusters Score -2428218 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2428566.750000 Penalty: 4861.769043
	Iteration 14Q: 3 clusters Score -2428567 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2428781.250000 Penalty: 4861.769043
	Iteration 15Q: 3 clusters Score -2428781 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2428944.500000 Penalty: 4861.769043
	Iteration 16Q: 3 clusters Score -2428944 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2429062.500000 Penalty: 4861.769043
	Iteration 17Q: 3 clusters Score -2429062 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2429163.250000 Penalty: 4861.769043
	Iteration 18Q: 3 clusters Score -2429163 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2429247.250000 Penalty: 4861.769043
	Iteration 19Q: 3 clusters Score -2429247 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2429315.500000 Penalty: 4861.769043
	Iteration 20F: 3 clusters Score -2429316 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2429369.000000 Penalty: 4861.769043
	Iteration 21Q: 3 clusters Score -2429369 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2429420.250000 Penalty: 4861.769043
	Iteration 22Q: 3 clusters Score -2429420 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2429467.750000 Penalty: 4861.769043
	Iteration 23Q: 3 clusters Score -2429468 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2429513.250000 Penalty: 4861.769043
	Iteration 24Q: 3 clusters Score -2429513 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2429550.000000 Penalty: 4861.769043
	Iteration 25Q: 3 clusters Score -2429550 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2429589.500000 Penalty: 4861.769043
	Iteration 26Q: 3 clusters Score -2429590 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2429624.500000 Penalty: 4861.769043
	Iteration 27Q: 3 clusters Score -2429624 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2429657.000000 Penalty: 4861.769043
	Iteration 28Q: 3 clusters Score -2429657 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2429703.000000 Penalty: 4861.769043
	Iteration 29Q: 3 clusters Score -2429703 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2429728.250000 Penalty: 4861.769043
	Iteration 30Q: 3 clusters Score -2429728 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2429756.750000 Penalty: 4861.769043
	Iteration 31Q: 3 clusters Score -2429757 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2429802.250000 Penalty: 4861.769043
	Iteration 32Q: 3 clusters Score -2429802 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2429849.000000 Penalty: 4861.769043
	Iteration 33Q: 3 clusters Score -2429849 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2429884.500000 Penalty: 4861.769043
	Iteration 34Q: 3 clusters Score -2429884 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2429917.750000 Penalty: 4861.769043
	Iteration 35Q: 3 clusters Score -2429918 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2429950.500000 Penalty: 4861.769043
	Iteration 36Q: 3 clusters Score -2429950 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2429997.000000 Penalty: 4861.769043
	Iteration 37Q: 3 clusters Score -2429997 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2430031.500000 Penalty: 4861.769043
	Iteration 38Q: 3 clusters Score -2430032 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2430052.250000 Penalty: 4861.769043
	Iteration 39Q: 3 clusters Score -2430052 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2430081.750000 Penalty: 4861.769043
	Iteration 40F: 3 clusters Score -2430082 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2430100.500000 Penalty: 4861.769043
	Iteration 41Q: 3 clusters Score -2430100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2430118.750000 Penalty: 4861.769043
	Iteration 42Q: 3 clusters Score -2430119 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2430143.250000 Penalty: 4861.769043
	Iteration 43Q: 3 clusters Score -2430143 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2430159.250000 Penalty: 4861.769043
	Iteration 44Q: 3 clusters Score -2430159 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2430172.000000 Penalty: 4861.769043
	Iteration 45Q: 3 clusters Score -2430172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2430185.750000 Penalty: 4861.769043
	Iteration 46Q: 3 clusters Score -2430186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2430189.750000 Penalty: 4861.769043
	Iteration 47Q: 3 clusters Score -2430190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2430200.750000 Penalty: 4861.769043
	Iteration 48Q: 3 clusters Score -2430201 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2430215.750000 Penalty: 4861.769043
	Iteration 49Q: 3 clusters Score -2430216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2430229.000000 Penalty: 4861.769043
	Iteration 50Q: 3 clusters Score -2430229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2430238.000000 Penalty: 4861.769043
	Iteration 51Q: 3 clusters Score -2430238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2430247.500000 Penalty: 4861.769043
	Iteration 52Q: 3 clusters Score -2430248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2430253.000000 Penalty: 4861.769043
	Iteration 53Q: 3 clusters Score -2430253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2430266.250000 Penalty: 4861.769043
	Iteration 54Q: 3 clusters Score -2430266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2430277.000000 Penalty: 4861.769043
	Iteration 55Q: 3 clusters Score -2430277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2430277.500000 Penalty: 4861.769043
	Iteration 56Q: 3 clusters Score -2430278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2430280.750000 Penalty: 4861.769043
	Iteration 57Q: 3 clusters Score -2430281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2430286.250000 Penalty: 4861.769043
	Iteration 58Q: 3 clusters Score -2430286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2430293.000000 Penalty: 4861.769043
	Iteration 59Q: 3 clusters Score -2430293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2430298.500000 Penalty: 4861.769043
	Iteration 60F: 3 clusters Score -2430298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2430297.250000 Penalty: 4861.769043
	Iteration 61Q: 3 clusters Score -2430297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2430298.500000 Penalty: 4861.769043
	Iteration 62Q: 3 clusters Score -2430298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2430301.000000 Penalty: 4861.769043
	Iteration 63Q: 3 clusters Score -2430301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2430306.000000 Penalty: 4861.769043
	Iteration 64Q: 3 clusters Score -2430306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2430308.000000 Penalty: 4861.769043
	Iteration 65Q: 3 clusters Score -2430308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2430310.250000 Penalty: 4861.769043
	Iteration 66Q: 3 clusters Score -2430310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2430310.750000 Penalty: 4861.769043
	Iteration 67Q: 3 clusters Score -2430311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2430310.750000 Penalty: 4861.769043
	Iteration 68F: 3 clusters Score -2430311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (165815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165815 members 
Entering Unmasked Estep 
Score: -21982480.000000 Penalty: 2980.619873
	Iteration 0F: 2 clusters Score -2.198248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82973 members 
Mstep: Class 2 contains 82842 members 
Entering Unmasked Estep 
Score: -21875370.000000 Penalty: 5961.239746
	Iteration 0F: 3 clusters Score -2.187537e+07 nChanged 79209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83294 members 
Mstep: Class 2 contains 82521 members 
Entering Unmasked Estep 
Score: -21921616.000000 Penalty: 5961.239746
	Iteration 1F: 3 clusters Score -2.192162e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83036 members 
Mstep: Class 2 contains 82779 members 
Entering Unmasked Estep 
Score: -21922640.000000 Penalty: 5961.239746
	Iteration 2Q: 3 clusters Score -2.192264e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82603 members 
Mstep: Class 2 contains 83212 members 
Entering Unmasked Estep 
Score: -21923834.000000 Penalty: 5961.239746
	Iteration 3Q: 3 clusters Score -2.192383e+07 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81921 members 
Mstep: Class 2 contains 83894 members 
Entering Unmasked Estep 
Score: -21925040.000000 Penalty: 5961.239746
	Iteration 4Q: 3 clusters Score -2.192504e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81026 members 
Mstep: Class 2 contains 84789 members 
Entering Unmasked Estep 
Score: -21926640.000000 Penalty: 5961.239746
	Iteration 5Q: 3 clusters Score -2.192664e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79837 members 
Mstep: Class 2 contains 85978 members 
Entering Unmasked Estep 
Score: -21928640.000000 Penalty: 5961.239746
	Iteration 6Q: 3 clusters Score -2.192864e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78544 members 
Mstep: Class 2 contains 87271 members 
Entering Unmasked Estep 
Score: -21931216.000000 Penalty: 5961.239746
	Iteration 7Q: 3 clusters Score -2.193122e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77231 members 
Mstep: Class 2 contains 88584 members 
Entering Unmasked Estep 
Score: -21934618.000000 Penalty: 5961.239746
	Iteration 8Q: 3 clusters Score -2.193462e+07 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75914 members 
Mstep: Class 2 contains 89901 members 
Entering Unmasked Estep 
Score: -21939064.000000 Penalty: 5961.239746
	Iteration 9F: 3 clusters Score -2.193906e+07 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74705 members 
Mstep: Class 2 contains 91110 members 
Entering Unmasked Estep 
Score: -21944858.000000 Penalty: 5961.239746
	Iteration 10F: 3 clusters Score -2.194486e+07 nChanged 9480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73765 members 
Mstep: Class 2 contains 92050 members 
Entering Unmasked Estep 
Score: -21951012.000000 Penalty: 5961.239746
	Iteration 11F: 3 clusters Score -2.195101e+07 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73199 members 
Mstep: Class 2 contains 92616 members 
Entering Unmasked Estep 
Score: -21955374.000000 Penalty: 5961.239746
	Iteration 12F: 3 clusters Score -2.195537e+07 nChanged 6240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72621 members 
Mstep: Class 2 contains 93194 members 
Entering Unmasked Estep 
Score: -21957314.000000 Penalty: 5961.239746
	Iteration 13Q: 3 clusters Score -2.195731e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71837 members 
Mstep: Class 2 contains 93978 members 
Entering Unmasked Estep 
Score: -21957840.000000 Penalty: 5961.239746
	Iteration 14Q: 3 clusters Score -2.195784e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70885 members 
Mstep: Class 2 contains 94930 members 
Entering Unmasked Estep 
Score: -21958274.000000 Penalty: 5961.239746
	Iteration 15Q: 3 clusters Score -2.195827e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69726 members 
Mstep: Class 2 contains 96089 members 
Entering Unmasked Estep 
Score: -21958632.000000 Penalty: 5961.239746
	Iteration 16Q: 3 clusters Score -2.195863e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68390 members 
Mstep: Class 2 contains 97425 members 
Entering Unmasked Estep 
Score: -21959002.000000 Penalty: 5961.239746
	Iteration 17Q: 3 clusters Score -2.1959e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66947 members 
Mstep: Class 2 contains 98868 members 
Entering Unmasked Estep 
Score: -21959414.000000 Penalty: 5961.239746
	Iteration 18Q: 3 clusters Score -2.195941e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65315 members 
Mstep: Class 2 contains 100500 members 
Entering Unmasked Estep 
Score: -21960042.000000 Penalty: 5961.239746
	Iteration 19Q: 3 clusters Score -2.196004e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63379 members 
Mstep: Class 2 contains 102436 members 
Entering Unmasked Estep 
Score: -21960908.000000 Penalty: 5961.239746
	Iteration 20F: 3 clusters Score -2.196091e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61203 members 
Mstep: Class 2 contains 104612 members 
Entering Unmasked Estep 
Score: -21961906.000000 Penalty: 5961.239746
	Iteration 21Q: 3 clusters Score -2.196191e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58860 members 
Mstep: Class 2 contains 106955 members 
Entering Unmasked Estep 
Score: -21963244.000000 Penalty: 5961.239746
	Iteration 22Q: 3 clusters Score -2.196324e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56455 members 
Mstep: Class 2 contains 109360 members 
Entering Unmasked Estep 
Score: -21964716.000000 Penalty: 5961.239746
	Iteration 23Q: 3 clusters Score -2.196472e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54062 members 
Mstep: Class 2 contains 111753 members 
Entering Unmasked Estep 
Score: -21966170.000000 Penalty: 5961.239746
	Iteration 24Q: 3 clusters Score -2.196617e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 114131 members 
Entering Unmasked Estep 
Score: -21967646.000000 Penalty: 5961.239746
	Iteration 25Q: 3 clusters Score -2.196765e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 116477 members 
Entering Unmasked Estep 
Score: -21969022.000000 Penalty: 5961.239746
	Iteration 26Q: 3 clusters Score -2.196902e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 118756 members 
Entering Unmasked Estep 
Score: -21970120.000000 Penalty: 5961.239746
	Iteration 27Q: 3 clusters Score -2.197012e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 120935 members 
Entering Unmasked Estep 
Score: -21971262.000000 Penalty: 5961.239746
	Iteration 28Q: 3 clusters Score -2.197126e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 123018 members 
Entering Unmasked Estep 
Score: -21972046.000000 Penalty: 5961.239746
	Iteration 29Q: 3 clusters Score -2.197205e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 124975 members 
Entering Unmasked Estep 
Score: -21972790.000000 Penalty: 5961.239746
	Iteration 30Q: 3 clusters Score -2.197279e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 126901 members 
Entering Unmasked Estep 
Score: -21973454.000000 Penalty: 5961.239746
	Iteration 31Q: 3 clusters Score -2.197345e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 128797 members 
Entering Unmasked Estep 
Score: -21974062.000000 Penalty: 5961.239746
	Iteration 32Q: 3 clusters Score -2.197406e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 130710 members 
Entering Unmasked Estep 
Score: -21974590.000000 Penalty: 5961.239746
	Iteration 33Q: 3 clusters Score -2.197459e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 132455 members 
Entering Unmasked Estep 
Score: -21975104.000000 Penalty: 5961.239746
	Iteration 34Q: 3 clusters Score -2.19751e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 134083 members 
Entering Unmasked Estep 
Score: -21975536.000000 Penalty: 5961.239746
	Iteration 35Q: 3 clusters Score -2.197554e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 135687 members 
Entering Unmasked Estep 
Score: -21976076.000000 Penalty: 5961.239746
	Iteration 36Q: 3 clusters Score -2.197608e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 137206 members 
Entering Unmasked Estep 
Score: -21976582.000000 Penalty: 5961.239746
	Iteration 37Q: 3 clusters Score -2.197658e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 138676 members 
Entering Unmasked Estep 
Score: -21976962.000000 Penalty: 5961.239746
	Iteration 38Q: 3 clusters Score -2.197696e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 140081 members 
Entering Unmasked Estep 
Score: -21977244.000000 Penalty: 5961.239746
	Iteration 39Q: 3 clusters Score -2.197724e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 141348 members 
Entering Unmasked Estep 
Score: -21977594.000000 Penalty: 5961.239746
	Iteration 40F: 3 clusters Score -2.197759e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 142573 members 
Entering Unmasked Estep 
Score: -21978092.000000 Penalty: 5961.239746
	Iteration 41Q: 3 clusters Score -2.197809e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 143740 members 
Entering Unmasked Estep 
Score: -21978498.000000 Penalty: 5961.239746
	Iteration 42Q: 3 clusters Score -2.19785e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 144863 members 
Entering Unmasked Estep 
Score: -21978896.000000 Penalty: 5961.239746
	Iteration 43Q: 3 clusters Score -2.19789e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 145940 members 
Entering Unmasked Estep 
Score: -21979156.000000 Penalty: 5961.239746
	Iteration 44Q: 3 clusters Score -2.197916e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 146989 members 
Entering Unmasked Estep 
Score: -21979424.000000 Penalty: 5961.239746
	Iteration 45Q: 3 clusters Score -2.197942e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 147970 members 
Entering Unmasked Estep 
Score: -21979618.000000 Penalty: 5961.239746
	Iteration 46Q: 3 clusters Score -2.197962e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 148905 members 
Entering Unmasked Estep 
Score: -21979826.000000 Penalty: 5961.239746
	Iteration 47Q: 3 clusters Score -2.197983e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 149776 members 
Entering Unmasked Estep 
Score: -21980040.000000 Penalty: 5961.239746
	Iteration 48Q: 3 clusters Score -2.198004e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 150561 members 
Entering Unmasked Estep 
Score: -21980174.000000 Penalty: 5961.239746
	Iteration 49Q: 3 clusters Score -2.198017e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 151328 members 
Entering Unmasked Estep 
Score: -21980260.000000 Penalty: 5961.239746
	Iteration 50Q: 3 clusters Score -2.198026e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 152065 members 
Entering Unmasked Estep 
Score: -21980404.000000 Penalty: 5961.239746
	Iteration 51Q: 3 clusters Score -2.19804e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 152737 members 
Entering Unmasked Estep 
Score: -21980680.000000 Penalty: 5961.239746
	Iteration 52Q: 3 clusters Score -2.198068e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 153405 members 
Entering Unmasked Estep 
Score: -21980862.000000 Penalty: 5961.239746
	Iteration 53Q: 3 clusters Score -2.198086e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 154014 members 
Entering Unmasked Estep 
Score: -21980896.000000 Penalty: 5961.239746
	Iteration 54Q: 3 clusters Score -2.19809e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 154584 members 
Entering Unmasked Estep 
Score: -21980928.000000 Penalty: 5961.239746
	Iteration 55Q: 3 clusters Score -2.198093e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 155075 members 
Entering Unmasked Estep 
Score: -21980948.000000 Penalty: 5961.239746
	Iteration 56Q: 3 clusters Score -2.198095e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 155562 members 
Entering Unmasked Estep 
Score: -21980920.000000 Penalty: 5961.239746
	Iteration 57Q: 3 clusters Score -2.198092e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 156013 members 
Entering Unmasked Estep 
Score: -21980970.000000 Penalty: 5961.239746
	Iteration 58Q: 3 clusters Score -2.198097e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 156449 members 
Entering Unmasked Estep 
Score: -21980926.000000 Penalty: 5961.239746
	Iteration 59Q: 3 clusters Score -2.198093e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 156845 members 
Entering Unmasked Estep 
Score: -21981014.000000 Penalty: 5961.239746
	Iteration 60F: 3 clusters Score -2.198101e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 157207 members 
Entering Unmasked Estep 
Score: -21981010.000000 Penalty: 5961.239746
	Iteration 61Q: 3 clusters Score -2.198101e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 157522 members 
Entering Unmasked Estep 
Score: -21981012.000000 Penalty: 5961.239746
	Iteration 62Q: 3 clusters Score -2.198101e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 157810 members 
Entering Unmasked Estep 
Score: -21981024.000000 Penalty: 5961.239746
	Iteration 63Q: 3 clusters Score -2.198102e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 158100 members 
Entering Unmasked Estep 
Score: -21981108.000000 Penalty: 5961.239746
	Iteration 64Q: 3 clusters Score -2.198111e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 158386 members 
Entering Unmasked Estep 
Score: -21981142.000000 Penalty: 5961.239746
	Iteration 65Q: 3 clusters Score -2.198114e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 158645 members 
Entering Unmasked Estep 
Score: -21981130.000000 Penalty: 5961.239746
	Iteration 66Q: 3 clusters Score -2.198113e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 158893 members 
Entering Unmasked Estep 
Score: -21981168.000000 Penalty: 5961.239746
	Iteration 67Q: 3 clusters Score -2.198117e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 159101 members 
Entering Unmasked Estep 
Score: -21981128.000000 Penalty: 5961.239746
	Iteration 68Q: 3 clusters Score -2.198113e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 159305 members 
Entering Unmasked Estep 
Score: -21981136.000000 Penalty: 5961.239746
	Iteration 69Q: 3 clusters Score -2.198114e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 159505 members 
Entering Unmasked Estep 
Score: -21981144.000000 Penalty: 5961.239746
	Iteration 70Q: 3 clusters Score -2.198114e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 159705 members 
Entering Unmasked Estep 
Score: -21981124.000000 Penalty: 5961.239746
	Iteration 71Q: 3 clusters Score -2.198112e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 159898 members 
Entering Unmasked Estep 
Score: -21981074.000000 Penalty: 5961.239746
	Iteration 72Q: 3 clusters Score -2.198107e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 160054 members 
Entering Unmasked Estep 
Score: -21981124.000000 Penalty: 5961.239746
	Iteration 73Q: 3 clusters Score -2.198112e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 160187 members 
Entering Unmasked Estep 
Score: -21981166.000000 Penalty: 5961.239746
	Iteration 74Q: 3 clusters Score -2.198117e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 160318 members 
Entering Unmasked Estep 
Score: -21981162.000000 Penalty: 5961.239746
	Iteration 75Q: 3 clusters Score -2.198116e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 160450 members 
Entering Unmasked Estep 
Score: -21981148.000000 Penalty: 5961.239746
	Iteration 76Q: 3 clusters Score -2.198115e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 160592 members 
Entering Unmasked Estep 
Score: -21981116.000000 Penalty: 5961.239746
	Iteration 77Q: 3 clusters Score -2.198112e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 160735 members 
Entering Unmasked Estep 
Score: -21981116.000000 Penalty: 5961.239746
	Iteration 78Q: 3 clusters Score -2.198112e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 160884 members 
Entering Unmasked Estep 
Score: -21981120.000000 Penalty: 5961.239746
	Iteration 79Q: 3 clusters Score -2.198112e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 161018 members 
Entering Unmasked Estep 
Score: -21981118.000000 Penalty: 5961.239746
	Iteration 80F: 3 clusters Score -2.198112e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 161148 members 
Entering Unmasked Estep 
Score: -21981120.000000 Penalty: 5961.239746
	Iteration 81Q: 3 clusters Score -2.198112e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 161284 members 
Entering Unmasked Estep 
Score: -21981080.000000 Penalty: 5961.239746
	Iteration 82Q: 3 clusters Score -2.198108e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 161395 members 
Entering Unmasked Estep 
Score: -21980992.000000 Penalty: 5961.239746
	Iteration 83Q: 3 clusters Score -2.198099e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 161476 members 
Entering Unmasked Estep 
Score: -21980980.000000 Penalty: 5961.239746
	Iteration 84Q: 3 clusters Score -2.198098e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 161570 members 
Entering Unmasked Estep 
Score: -21980966.000000 Penalty: 5961.239746
	Iteration 85Q: 3 clusters Score -2.198097e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 161666 members 
Entering Unmasked Estep 
Score: -21980942.000000 Penalty: 5961.239746
	Iteration 86Q: 3 clusters Score -2.198094e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 161745 members 
Entering Unmasked Estep 
Score: -21980884.000000 Penalty: 5961.239746
	Iteration 87Q: 3 clusters Score -2.198088e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 161823 members 
Entering Unmasked Estep 
Score: -21980866.000000 Penalty: 5961.239746
	Iteration 88Q: 3 clusters Score -2.198087e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 161913 members 
Entering Unmasked Estep 
Score: -21980856.000000 Penalty: 5961.239746
	Iteration 89Q: 3 clusters Score -2.198086e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 161995 members 
Entering Unmasked Estep 
Score: -21980876.000000 Penalty: 5961.239746
	Iteration 90Q: 3 clusters Score -2.198088e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 162074 members 
Entering Unmasked Estep 
Score: -21980850.000000 Penalty: 5961.239746
	Iteration 91Q: 3 clusters Score -2.198085e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 162145 members 
Entering Unmasked Estep 
Score: -21980844.000000 Penalty: 5961.239746
	Iteration 92Q: 3 clusters Score -2.198084e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 162221 members 
Entering Unmasked Estep 
Score: -21980850.000000 Penalty: 5961.239746
	Iteration 93Q: 3 clusters Score -2.198085e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 162292 members 
Entering Unmasked Estep 
Score: -21980818.000000 Penalty: 5961.239746
	Iteration 94Q: 3 clusters Score -2.198082e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 162367 members 
Entering Unmasked Estep 
Score: -21980784.000000 Penalty: 5961.239746
	Iteration 95Q: 3 clusters Score -2.198078e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 162424 members 
Entering Unmasked Estep 
Score: -21980792.000000 Penalty: 5961.239746
	Iteration 96Q: 3 clusters Score -2.198079e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 162483 members 
Entering Unmasked Estep 
Score: -21980782.000000 Penalty: 5961.239746
	Iteration 97Q: 3 clusters Score -2.198078e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 162527 members 
Entering Unmasked Estep 
Score: -21980770.000000 Penalty: 5961.239746
	Iteration 98Q: 3 clusters Score -2.198077e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 162569 members 
Entering Unmasked Estep 
Score: -21980736.000000 Penalty: 5961.239746
	Iteration 99Q: 3 clusters Score -2.198074e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 162606 members 
Entering Unmasked Estep 
Score: -21980708.000000 Penalty: 5961.239746
	Iteration 100F: 3 clusters Score -2.198071e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 162633 members 
Entering Unmasked Estep 
Score: -21980718.000000 Penalty: 5961.239746
	Iteration 101Q: 3 clusters Score -2.198072e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 162670 members 
Entering Unmasked Estep 
Score: -21980712.000000 Penalty: 5961.239746
	Iteration 102Q: 3 clusters Score -2.198071e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 162703 members 
Entering Unmasked Estep 
Score: -21980706.000000 Penalty: 5961.239746
	Iteration 103Q: 3 clusters Score -2.198071e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 162740 members 
Entering Unmasked Estep 
Score: -21980730.000000 Penalty: 5961.239746
	Iteration 104Q: 3 clusters Score -2.198073e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 162778 members 
Entering Unmasked Estep 
Score: -21980730.000000 Penalty: 5961.239746
	Iteration 105Q: 3 clusters Score -2.198073e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 162811 members 
Entering Unmasked Estep 
Score: -21980706.000000 Penalty: 5961.239746
	Iteration 106Q: 3 clusters Score -2.198071e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 162843 members 
Entering Unmasked Estep 
Score: -21980700.000000 Penalty: 5961.239746
	Iteration 107Q: 3 clusters Score -2.19807e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 162881 members 
Entering Unmasked Estep 
Score: -21980692.000000 Penalty: 5961.239746
	Iteration 108Q: 3 clusters Score -2.198069e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 162912 members 
Entering Unmasked Estep 
Score: -21980702.000000 Penalty: 5961.239746
	Iteration 109Q: 3 clusters Score -2.19807e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 162939 members 
Entering Unmasked Estep 
Score: -21980690.000000 Penalty: 5961.239746
	Iteration 110Q: 3 clusters Score -2.198069e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 162976 members 
Entering Unmasked Estep 
Score: -21980688.000000 Penalty: 5961.239746
	Iteration 111Q: 3 clusters Score -2.198069e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 163017 members 
Entering Unmasked Estep 
Score: -21980680.000000 Penalty: 5961.239746
	Iteration 112Q: 3 clusters Score -2.198068e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 163050 members 
Entering Unmasked Estep 
Score: -21980690.000000 Penalty: 5961.239746
	Iteration 113Q: 3 clusters Score -2.198069e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 163085 members 
Entering Unmasked Estep 
Score: -21980676.000000 Penalty: 5961.239746
	Iteration 114Q: 3 clusters Score -2.198068e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 163121 members 
Entering Unmasked Estep 
Score: -21980672.000000 Penalty: 5961.239746
	Iteration 115Q: 3 clusters Score -2.198067e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 163153 members 
Entering Unmasked Estep 
Score: -21980648.000000 Penalty: 5961.239746
	Iteration 116Q: 3 clusters Score -2.198065e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 163190 members 
Entering Unmasked Estep 
Score: -21980636.000000 Penalty: 5961.239746
	Iteration 117Q: 3 clusters Score -2.198064e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 163224 members 
Entering Unmasked Estep 
Score: -21980646.000000 Penalty: 5961.239746
	Iteration 118Q: 3 clusters Score -2.198065e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 163253 members 
Entering Unmasked Estep 
Score: -21980616.000000 Penalty: 5961.239746
	Iteration 119Q: 3 clusters Score -2.198062e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 163295 members 
Entering Unmasked Estep 
Score: -21980594.000000 Penalty: 5961.239746
	Iteration 120F: 3 clusters Score -2.198059e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 163326 members 
Entering Unmasked Estep 
Score: -21980598.000000 Penalty: 5961.239746
	Iteration 121Q: 3 clusters Score -2.19806e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 163358 members 
Entering Unmasked Estep 
Score: -21980614.000000 Penalty: 5961.239746
	Iteration 122Q: 3 clusters Score -2.198061e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 163383 members 
Entering Unmasked Estep 
Score: -21980610.000000 Penalty: 5961.239746
	Iteration 123Q: 3 clusters Score -2.198061e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 163408 members 
Entering Unmasked Estep 
Score: -21980632.000000 Penalty: 5961.239746
	Iteration 124Q: 3 clusters Score -2.198063e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 163435 members 
Entering Unmasked Estep 
Score: -21980610.000000 Penalty: 5961.239746
	Iteration 125Q: 3 clusters Score -2.198061e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 163457 members 
Entering Unmasked Estep 
Score: -21980608.000000 Penalty: 5961.239746
	Iteration 126Q: 3 clusters Score -2.198061e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 163482 members 
Entering Unmasked Estep 
Score: -21980586.000000 Penalty: 5961.239746
	Iteration 127Q: 3 clusters Score -2.198059e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 163507 members 
Entering Unmasked Estep 
Score: -21980594.000000 Penalty: 5961.239746
	Iteration 128Q: 3 clusters Score -2.198059e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 163535 members 
Entering Unmasked Estep 
Score: -21980576.000000 Penalty: 5961.239746
	Iteration 129Q: 3 clusters Score -2.198058e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 163563 members 
Entering Unmasked Estep 
Score: -21980566.000000 Penalty: 5961.239746
	Iteration 130Q: 3 clusters Score -2.198057e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 163588 members 
Entering Unmasked Estep 
Score: -21980534.000000 Penalty: 5961.239746
	Iteration 131Q: 3 clusters Score -2.198053e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 163612 members 
Entering Unmasked Estep 
Score: -21980532.000000 Penalty: 5961.239746
	Iteration 132Q: 3 clusters Score -2.198053e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 163638 members 
Entering Unmasked Estep 
Score: -21980524.000000 Penalty: 5961.239746
	Iteration 133Q: 3 clusters Score -2.198052e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 163661 members 
Entering Unmasked Estep 
Score: -21980534.000000 Penalty: 5961.239746
	Iteration 134Q: 3 clusters Score -2.198053e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 163679 members 
Entering Unmasked Estep 
Score: -21980530.000000 Penalty: 5961.239746
	Iteration 135Q: 3 clusters Score -2.198053e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 163696 members 
Entering Unmasked Estep 
Score: -21980518.000000 Penalty: 5961.239746
	Iteration 136Q: 3 clusters Score -2.198052e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 163713 members 
Entering Unmasked Estep 
Score: -21980506.000000 Penalty: 5961.239746
	Iteration 137Q: 3 clusters Score -2.198051e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 163738 members 
Entering Unmasked Estep 
Score: -21980522.000000 Penalty: 5961.239746
	Iteration 138Q: 3 clusters Score -2.198052e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 163757 members 
Entering Unmasked Estep 
Score: -21980502.000000 Penalty: 5961.239746
	Iteration 139Q: 3 clusters Score -2.19805e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 163780 members 
Entering Unmasked Estep 
Score: -21980500.000000 Penalty: 5961.239746
	Iteration 140F: 3 clusters Score -2.19805e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 163801 members 
Entering Unmasked Estep 
Score: -21980504.000000 Penalty: 5961.239746
	Iteration 141Q: 3 clusters Score -2.19805e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 163825 members 
Entering Unmasked Estep 
Score: -21980490.000000 Penalty: 5961.239746
	Iteration 142Q: 3 clusters Score -2.198049e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 163847 members 
Entering Unmasked Estep 
Score: -21980474.000000 Penalty: 5961.239746
	Iteration 143Q: 3 clusters Score -2.198047e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 163867 members 
Entering Unmasked Estep 
Score: -21980482.000000 Penalty: 5961.239746
	Iteration 144Q: 3 clusters Score -2.198048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 163884 members 
Entering Unmasked Estep 
Score: -21980474.000000 Penalty: 5961.239746
	Iteration 145Q: 3 clusters Score -2.198047e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 163901 members 
Entering Unmasked Estep 
Score: -21980456.000000 Penalty: 5961.239746
	Iteration 146Q: 3 clusters Score -2.198046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 163920 members 
Entering Unmasked Estep 
Score: -21980454.000000 Penalty: 5961.239746
	Iteration 147Q: 3 clusters Score -2.198045e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 163946 members 
Entering Unmasked Estep 
Score: -21980474.000000 Penalty: 5961.239746
	Iteration 148Q: 3 clusters Score -2.198047e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 163970 members 
Entering Unmasked Estep 
Score: -21980470.000000 Penalty: 5961.239746
	Iteration 149Q: 3 clusters Score -2.198047e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 163999 members 
Entering Unmasked Estep 
Score: -21980480.000000 Penalty: 5961.239746
	Iteration 150Q: 3 clusters Score -2.198048e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 164025 members 
Entering Unmasked Estep 
Score: -21980474.000000 Penalty: 5961.239746
	Iteration 151Q: 3 clusters Score -2.198047e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 164046 members 
Entering Unmasked Estep 
Score: -21980458.000000 Penalty: 5961.239746
	Iteration 152Q: 3 clusters Score -2.198046e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 164067 members 
Entering Unmasked Estep 
Score: -21980484.000000 Penalty: 5961.239746
	Iteration 153Q: 3 clusters Score -2.198048e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 164087 members 
Entering Unmasked Estep 
Score: -21980476.000000 Penalty: 5961.239746
	Iteration 154Q: 3 clusters Score -2.198048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 164101 members 
Entering Unmasked Estep 
Score: -21980490.000000 Penalty: 5961.239746
	Iteration 155Q: 3 clusters Score -2.198049e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 164116 members 
Entering Unmasked Estep 
Score: -21980498.000000 Penalty: 5961.239746
	Iteration 156Q: 3 clusters Score -2.19805e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 164130 members 
Entering Unmasked Estep 
Score: -21980478.000000 Penalty: 5961.239746
	Iteration 157Q: 3 clusters Score -2.198048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 164147 members 
Entering Unmasked Estep 
Score: -21980468.000000 Penalty: 5961.239746
	Iteration 158Q: 3 clusters Score -2.198047e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 164170 members 
Entering Unmasked Estep 
Score: -21980454.000000 Penalty: 5961.239746
	Iteration 159Q: 3 clusters Score -2.198045e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 164185 members 
Entering Unmasked Estep 
Score: -21980468.000000 Penalty: 5961.239746
	Iteration 160F: 3 clusters Score -2.198047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 164195 members 
Entering Unmasked Estep 
Score: -21980460.000000 Penalty: 5961.239746
	Iteration 161Q: 3 clusters Score -2.198046e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 164208 members 
Entering Unmasked Estep 
Score: -21980452.000000 Penalty: 5961.239746
	Iteration 162Q: 3 clusters Score -2.198045e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 164223 members 
Entering Unmasked Estep 
Score: -21980470.000000 Penalty: 5961.239746
	Iteration 163Q: 3 clusters Score -2.198047e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 164241 members 
Entering Unmasked Estep 
Score: -21980444.000000 Penalty: 5961.239746
	Iteration 164Q: 3 clusters Score -2.198044e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 164271 members 
Entering Unmasked Estep 
Score: -21980428.000000 Penalty: 5961.239746
	Iteration 165Q: 3 clusters Score -2.198043e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 164293 members 
Entering Unmasked Estep 
Score: -21980454.000000 Penalty: 5961.239746
	Iteration 166Q: 3 clusters Score -2.198045e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 164310 members 
Entering Unmasked Estep 
Score: -21980442.000000 Penalty: 5961.239746
	Iteration 167Q: 3 clusters Score -2.198044e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 164334 members 
Entering Unmasked Estep 
Score: -21980462.000000 Penalty: 5961.239746
	Iteration 168Q: 3 clusters Score -2.198046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 164353 members 
Entering Unmasked Estep 
Score: -21980470.000000 Penalty: 5961.239746
	Iteration 169Q: 3 clusters Score -2.198047e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 164373 members 
Entering Unmasked Estep 
Score: -21980450.000000 Penalty: 5961.239746
	Iteration 170Q: 3 clusters Score -2.198045e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 164388 members 
Entering Unmasked Estep 
Score: -21980452.000000 Penalty: 5961.239746
	Iteration 171Q: 3 clusters Score -2.198045e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 164404 members 
Entering Unmasked Estep 
Score: -21980446.000000 Penalty: 5961.239746
	Iteration 172Q: 3 clusters Score -2.198045e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 164419 members 
Entering Unmasked Estep 
Score: -21980466.000000 Penalty: 5961.239746
	Iteration 173Q: 3 clusters Score -2.198047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 164428 members 
Entering Unmasked Estep 
Score: -21980476.000000 Penalty: 5961.239746
	Iteration 174Q: 3 clusters Score -2.198048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 164441 members 
Entering Unmasked Estep 
Score: -21980496.000000 Penalty: 5961.239746
	Iteration 175Q: 3 clusters Score -2.19805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 164452 members 
Entering Unmasked Estep 
Score: -21980484.000000 Penalty: 5961.239746
	Iteration 176Q: 3 clusters Score -2.198048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 164466 members 
Entering Unmasked Estep 
Score: -21980478.000000 Penalty: 5961.239746
	Iteration 177Q: 3 clusters Score -2.198048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 164476 members 
Entering Unmasked Estep 
Score: -21980474.000000 Penalty: 5961.239746
	Iteration 178Q: 3 clusters Score -2.198047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 164486 members 
Entering Unmasked Estep 
Score: -21980480.000000 Penalty: 5961.239746
	Iteration 179Q: 3 clusters Score -2.198048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 164497 members 
Entering Unmasked Estep 
Score: -21980472.000000 Penalty: 5961.239746
	Iteration 180F: 3 clusters Score -2.198047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 164506 members 
Entering Unmasked Estep 
Score: -21980452.000000 Penalty: 5961.239746
	Iteration 181Q: 3 clusters Score -2.198045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 164515 members 
Entering Unmasked Estep 
Score: -21980428.000000 Penalty: 5961.239746
	Iteration 182Q: 3 clusters Score -2.198043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 164524 members 
Entering Unmasked Estep 
Score: -21980448.000000 Penalty: 5961.239746
	Iteration 183Q: 3 clusters Score -2.198045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 164526 members 
Entering Unmasked Estep 
Score: -21980452.000000 Penalty: 5961.239746
	Iteration 184Q: 3 clusters Score -2.198045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 164527 members 
Entering Unmasked Estep 
Score: -21980452.000000 Penalty: 5961.239746
	Iteration 185Q: 3 clusters Score -2.198045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 164529 members 
Entering Unmasked Estep 
Score: -21980450.000000 Penalty: 5961.239746
	Iteration 186Q: 3 clusters Score -2.198045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 164534 members 
Entering Unmasked Estep 
Score: -21980444.000000 Penalty: 5961.239746
	Iteration 187Q: 3 clusters Score -2.198044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 164536 members 
Entering Unmasked Estep 
Score: -21980442.000000 Penalty: 5961.239746
	Iteration 188Q: 3 clusters Score -2.198044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 164536 members 
Entering Unmasked Estep 
Score: -21980442.000000 Penalty: 5961.239746
	Iteration 189F: 3 clusters Score -2.198044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (164219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164219 members 
Entering Unmasked Estep 
Score: -22538206.000000 Penalty: 2978.221191
	Iteration 0F: 2 clusters Score -2.253821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81809 members 
Mstep: Class 2 contains 82410 members 
Entering Unmasked Estep 
Score: -22431336.000000 Penalty: 5956.442383
	Iteration 0F: 3 clusters Score -2.243134e+07 nChanged 78672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76981 members 
Mstep: Class 2 contains 87238 members 
Entering Unmasked Estep 
Score: -22476928.000000 Penalty: 5956.442383
	Iteration 1F: 3 clusters Score -2.247693e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 89976 members 
Entering Unmasked Estep 
Score: -22478056.000000 Penalty: 5956.442383
	Iteration 2Q: 3 clusters Score -2.247806e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69861 members 
Mstep: Class 2 contains 94358 members 
Entering Unmasked Estep 
Score: -22479884.000000 Penalty: 5956.442383
	Iteration 3Q: 3 clusters Score -2.247988e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63281 members 
Mstep: Class 2 contains 100938 members 
Entering Unmasked Estep 
Score: -22482892.000000 Penalty: 5956.442383
	Iteration 4Q: 3 clusters Score -2.248289e+07 nChanged 9914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 110744 members 
Entering Unmasked Estep 
Score: -22488510.000000 Penalty: 5956.442383
	Iteration 5F: 3 clusters Score -2.248851e+07 nChanged 13493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 124229 members 
Entering Unmasked Estep 
Score: -22498716.000000 Penalty: 5956.442383
	Iteration 6F: 3 clusters Score -2.249872e+07 nChanged 15965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 140194 members 
Entering Unmasked Estep 
Score: -22513778.000000 Penalty: 5956.442383
	Iteration 7F: 3 clusters Score -2.251378e+07 nChanged 13659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 153851 members 
Entering Unmasked Estep 
Score: -22527304.000000 Penalty: 5956.442383
	Iteration 8F: 3 clusters Score -2.25273e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 161168 members 
Entering Unmasked Estep 
Score: -22533438.000000 Penalty: 5956.442383
	Iteration 9Q: 3 clusters Score -2.253344e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 163415 members 
Entering Unmasked Estep 
Score: -22534938.000000 Penalty: 5956.442383
	Iteration 10Q: 3 clusters Score -2.253494e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 163921 members 
Entering Unmasked Estep 
Score: -22535360.000000 Penalty: 5956.442383
	Iteration 11Q: 3 clusters Score -2.253536e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 164000 members 
Entering Unmasked Estep 
Score: -22535486.000000 Penalty: 5956.442383
	Iteration 12Q: 3 clusters Score -2.253549e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 164028 members 
Entering Unmasked Estep 
Score: -22535558.000000 Penalty: 5956.442383
	Iteration 13Q: 3 clusters Score -2.253556e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 164031 members 
Entering Unmasked Estep 
Score: -22535578.000000 Penalty: 5956.442383
	Iteration 14Q: 3 clusters Score -2.253558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 164031 members 
Entering Unmasked Estep 
Score: -22535604.000000 Penalty: 5956.442383
	Iteration 15Q: 3 clusters Score -2.25356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 164040 members 
Entering Unmasked Estep 
Score: -22535632.000000 Penalty: 5956.442383
	Iteration 16Q: 3 clusters Score -2.253563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 164041 members 
Entering Unmasked Estep 
Score: -22535634.000000 Penalty: 5956.442383
	Iteration 17Q: 3 clusters Score -2.253563e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 164041 members 
Entering Unmasked Estep 
Score: -22535646.000000 Penalty: 5956.442383
	Iteration 18Q: 3 clusters Score -2.253565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 164042 members 
Entering Unmasked Estep 
Score: -22535642.000000 Penalty: 5956.442383
	Iteration 19Q: 3 clusters Score -2.253564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 164043 members 
Entering Unmasked Estep 
Score: -22535642.000000 Penalty: 5956.442383
	Iteration 20F: 3 clusters Score -2.253564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -86538.398438 Penalty: 1663.907471
	Iteration 0F: 2 clusters Score -86538.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -84842.710938 Penalty: 3327.814941
	Iteration 0F: 3 clusters Score -84842.71 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -85720.812500 Penalty: 3327.814941
	Iteration 1F: 3 clusters Score -85720.81 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -86792.507812 Penalty: 3327.814941
	Iteration 2F: 3 clusters Score -86792.51 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -87524.125000 Penalty: 3327.814941
	Iteration 3F: 3 clusters Score -87524.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -87718.085938 Penalty: 3327.814941
	Iteration 4Q: 3 clusters Score -87718.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -87839.414062 Penalty: 3327.814941
	Iteration 5Q: 3 clusters Score -87839.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -88078.554688 Penalty: 3327.814941
	Iteration 6Q: 3 clusters Score -88078.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -88209.031250 Penalty: 3327.814941
	Iteration 7Q: 3 clusters Score -88209.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -88214.671875 Penalty: 3327.814941
	Iteration 8Q: 3 clusters Score -88214.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -88217.125000 Penalty: 3327.814941
	Iteration 9Q: 3 clusters Score -88217.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -88220.000000 Penalty: 3327.814941
	Iteration 10F: 3 clusters Score -88220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -88228.226562 Penalty: 3327.814941
	Iteration 11Q: 3 clusters Score -88228.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -88248.648438 Penalty: 3327.814941
	Iteration 12Q: 3 clusters Score -88248.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -88268.187500 Penalty: 3327.814941
	Iteration 13Q: 3 clusters Score -88268.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88297.179688 Penalty: 3327.814941
	Iteration 14Q: 3 clusters Score -88297.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88307.671875 Penalty: 3327.814941
	Iteration 15Q: 3 clusters Score -88307.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88307.671875 Penalty: 3327.814941
	Iteration 16F: 3 clusters Score -88307.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 160276 members 
Mstep: Class 2 contains 2880 members 
Mstep: Class 3 contains 887 members 
Mstep: Class 4 contains 177170 members 
Mstep: Class 5 contains 3216 members 
Mstep: Class 6 contains 30991 members 
Mstep: Class 7 contains 1129 members 
Mstep: Class 8 contains 1382 members 
Mstep: Class 9 contains 4524 members 
Mstep: Class 10 contains 5645 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169968 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 18069 members 
Mstep: Class 15 contains 165815 members 
Mstep: Class 16 contains 164219 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 479 members 
Mstep: Class 19 contains 23527 members 
Mstep: Class 20 contains 60525 members 
Mstep: Class 21 contains 160561 members 
Mstep: Class 22 contains 71502 members 
Mstep: Class 23 contains 154096 members 
Entering Unmasked Estep 
Score: -180403776.000000 Penalty: 80642.937500
Splitting cluster 18 changes total score from -180399872.000000 to -180403776.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 19 (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: -3118660.500000 Penalty: 2496.343994
	Iteration 0F: 2 clusters Score -3118660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -3102297.750000 Penalty: 4992.687988
	Iteration 0F: 3 clusters Score -3102298 nChanged 10477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -3107786.250000 Penalty: 4992.687988
	Iteration 1F: 3 clusters Score -3107786 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -3108273.000000 Penalty: 4992.687988
	Iteration 2Q: 3 clusters Score -3108273 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -3108868.000000 Penalty: 4992.687988
	Iteration 3Q: 3 clusters Score -3108868 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3109604.000000 Penalty: 4992.687988
	Iteration 4F: 3 clusters Score -3109604 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -3110475.500000 Penalty: 4992.687988
	Iteration 5F: 3 clusters Score -3110476 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -3111464.000000 Penalty: 4992.687988
	Iteration 6F: 3 clusters Score -3111464 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -3112492.500000 Penalty: 4992.687988
	Iteration 7F: 3 clusters Score -3112492 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -3113455.750000 Penalty: 4992.687988
	Iteration 8F: 3 clusters Score -3113456 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3114261.750000 Penalty: 4992.687988
	Iteration 9F: 3 clusters Score -3114262 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -3114796.750000 Penalty: 4992.687988
	Iteration 10Q: 3 clusters Score -3114797 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -3115165.250000 Penalty: 4992.687988
	Iteration 11Q: 3 clusters Score -3115165 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -3115423.000000 Penalty: 4992.687988
	Iteration 12Q: 3 clusters Score -3115423 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -3115635.500000 Penalty: 4992.687988
	Iteration 13Q: 3 clusters Score -3115636 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -3115819.750000 Penalty: 4992.687988
	Iteration 14Q: 3 clusters Score -3115820 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -3116007.500000 Penalty: 4992.687988
	Iteration 15Q: 3 clusters Score -3116008 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -3116180.750000 Penalty: 4992.687988
	Iteration 16Q: 3 clusters Score -3116181 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -3116344.500000 Penalty: 4992.687988
	Iteration 17Q: 3 clusters Score -3116344 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -3116499.750000 Penalty: 4992.687988
	Iteration 18Q: 3 clusters Score -3116500 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -3116629.250000 Penalty: 4992.687988
	Iteration 19Q: 3 clusters Score -3116629 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -3116761.250000 Penalty: 4992.687988
	Iteration 20F: 3 clusters Score -3116761 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -3116872.250000 Penalty: 4992.687988
	Iteration 21Q: 3 clusters Score -3116872 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -3116975.000000 Penalty: 4992.687988
	Iteration 22Q: 3 clusters Score -3116975 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -3117030.750000 Penalty: 4992.687988
	Iteration 23Q: 3 clusters Score -3117031 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -3117062.250000 Penalty: 4992.687988
	Iteration 24Q: 3 clusters Score -3117062 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -3117101.500000 Penalty: 4992.687988
	Iteration 25Q: 3 clusters Score -3117102 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -3117144.500000 Penalty: 4992.687988
	Iteration 26Q: 3 clusters Score -3117144 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -3117163.750000 Penalty: 4992.687988
	Iteration 27Q: 3 clusters Score -3117164 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -3117196.250000 Penalty: 4992.687988
	Iteration 28Q: 3 clusters Score -3117196 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -3117205.250000 Penalty: 4992.687988
	Iteration 29Q: 3 clusters Score -3117205 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -3117217.000000 Penalty: 4992.687988
	Iteration 30Q: 3 clusters Score -3117217 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -3117226.500000 Penalty: 4992.687988
	Iteration 31Q: 3 clusters Score -3117226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -3117235.750000 Penalty: 4992.687988
	Iteration 32Q: 3 clusters Score -3117236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -3117256.500000 Penalty: 4992.687988
	Iteration 33Q: 3 clusters Score -3117256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -3117255.500000 Penalty: 4992.687988
	Iteration 34Q: 3 clusters Score -3117256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -3117269.000000 Penalty: 4992.687988
	Iteration 35Q: 3 clusters Score -3117269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -3117274.250000 Penalty: 4992.687988
	Iteration 36Q: 3 clusters Score -3117274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -3117275.250000 Penalty: 4992.687988
	Iteration 37Q: 3 clusters Score -3117275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -3117275.500000 Penalty: 4992.687988
	Iteration 38Q: 3 clusters Score -3117276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -3117282.250000 Penalty: 4992.687988
	Iteration 39Q: 3 clusters Score -3117282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -3117287.500000 Penalty: 4992.687988
	Iteration 40F: 3 clusters Score -3117288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -3117283.500000 Penalty: 4992.687988
	Iteration 41Q: 3 clusters Score -3117284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -3117289.250000 Penalty: 4992.687988
	Iteration 42Q: 3 clusters Score -3117289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -3117287.750000 Penalty: 4992.687988
	Iteration 43Q: 3 clusters Score -3117288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3117289.500000 Penalty: 4992.687988
	Iteration 44Q: 3 clusters Score -3117290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -3117287.500000 Penalty: 4992.687988
	Iteration 45Q: 3 clusters Score -3117288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -3117289.500000 Penalty: 4992.687988
	Iteration 46Q: 3 clusters Score -3117290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -3117286.750000 Penalty: 4992.687988
	Iteration 47Q: 3 clusters Score -3117287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -3117286.750000 Penalty: 4992.687988
	Iteration 48F: 3 clusters Score -3117287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (60525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60525 members 
Entering Unmasked Estep 
Score: -8132531.000000 Penalty: 2730.681396
	Iteration 0F: 2 clusters Score -8132531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -8091774.000000 Penalty: 5461.362793
	Iteration 0F: 3 clusters Score -8091774 nChanged 28149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -8107666.000000 Penalty: 5461.362793
	Iteration 1F: 3 clusters Score -8107666 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -8108503.500000 Penalty: 5461.362793
	Iteration 2Q: 3 clusters Score -8108504 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -8109579.000000 Penalty: 5461.362793
	Iteration 3Q: 3 clusters Score -8109579 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -8110953.500000 Penalty: 5461.362793
	Iteration 4F: 3 clusters Score -8110954 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -8113182.000000 Penalty: 5461.362793
	Iteration 5F: 3 clusters Score -8113182 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -8115917.500000 Penalty: 5461.362793
	Iteration 6F: 3 clusters Score -8115918 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -8118926.500000 Penalty: 5461.362793
	Iteration 7F: 3 clusters Score -8118926 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -8122155.000000 Penalty: 5461.362793
	Iteration 8F: 3 clusters Score -8122155 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -8125128.500000 Penalty: 5461.362793
	Iteration 9F: 3 clusters Score -8125128 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -8126743.000000 Penalty: 5461.362793
	Iteration 10Q: 3 clusters Score -8126743 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -8127453.500000 Penalty: 5461.362793
	Iteration 11Q: 3 clusters Score -8127454 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -8127847.500000 Penalty: 5461.362793
	Iteration 12Q: 3 clusters Score -8127848 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49389 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -8128107.500000 Penalty: 5461.362793
	Iteration 13Q: 3 clusters Score -8128108 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -8128345.000000 Penalty: 5461.362793
	Iteration 14Q: 3 clusters Score -8128345 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -8128570.000000 Penalty: 5461.362793
	Iteration 15Q: 3 clusters Score -8128570 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -8128771.000000 Penalty: 5461.362793
	Iteration 16Q: 3 clusters Score -8128771 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51933 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -8128932.000000 Penalty: 5461.362793
	Iteration 17Q: 3 clusters Score -8128932 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -8129133.500000 Penalty: 5461.362793
	Iteration 18Q: 3 clusters Score -8129134 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -8129287.500000 Penalty: 5461.362793
	Iteration 19Q: 3 clusters Score -8129288 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53507 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -8129416.000000 Penalty: 5461.362793
	Iteration 20F: 3 clusters Score -8129416 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -8129552.500000 Penalty: 5461.362793
	Iteration 21Q: 3 clusters Score -8129552 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -8129656.000000 Penalty: 5461.362793
	Iteration 22Q: 3 clusters Score -8129656 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -8129766.000000 Penalty: 5461.362793
	Iteration 23Q: 3 clusters Score -8129766 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -8129845.500000 Penalty: 5461.362793
	Iteration 24Q: 3 clusters Score -8129846 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -8129963.000000 Penalty: 5461.362793
	Iteration 25Q: 3 clusters Score -8129963 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55629 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -8130012.500000 Penalty: 5461.362793
	Iteration 26Q: 3 clusters Score -8130012 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -8130114.000000 Penalty: 5461.362793
	Iteration 27Q: 3 clusters Score -8130114 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -8130167.500000 Penalty: 5461.362793
	Iteration 28Q: 3 clusters Score -8130168 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -8130244.500000 Penalty: 5461.362793
	Iteration 29Q: 3 clusters Score -8130244 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -8130306.000000 Penalty: 5461.362793
	Iteration 30Q: 3 clusters Score -8130306 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -8130314.500000 Penalty: 5461.362793
	Iteration 31Q: 3 clusters Score -8130314 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56889 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -8130361.500000 Penalty: 5461.362793
	Iteration 32Q: 3 clusters Score -8130362 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57024 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -8130400.000000 Penalty: 5461.362793
	Iteration 33Q: 3 clusters Score -8130400 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57159 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -8130425.000000 Penalty: 5461.362793
	Iteration 34Q: 3 clusters Score -8130425 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57285 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -8130464.500000 Penalty: 5461.362793
	Iteration 35Q: 3 clusters Score -8130464 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57400 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -8130478.000000 Penalty: 5461.362793
	Iteration 36Q: 3 clusters Score -8130478 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57502 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -8130514.000000 Penalty: 5461.362793
	Iteration 37Q: 3 clusters Score -8130514 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -8130526.500000 Penalty: 5461.362793
	Iteration 38Q: 3 clusters Score -8130526 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -8130535.500000 Penalty: 5461.362793
	Iteration 39Q: 3 clusters Score -8130536 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -8130555.000000 Penalty: 5461.362793
	Iteration 40F: 3 clusters Score -8130555 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57802 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -8130579.500000 Penalty: 5461.362793
	Iteration 41Q: 3 clusters Score -8130580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57847 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -8130585.500000 Penalty: 5461.362793
	Iteration 42Q: 3 clusters Score -8130586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57888 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -8130587.000000 Penalty: 5461.362793
	Iteration 43Q: 3 clusters Score -8130587 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57931 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -8130588.000000 Penalty: 5461.362793
	Iteration 44Q: 3 clusters Score -8130588 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -8130603.000000 Penalty: 5461.362793
	Iteration 45Q: 3 clusters Score -8130603 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58011 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -8130621.500000 Penalty: 5461.362793
	Iteration 46Q: 3 clusters Score -8130622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58045 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -8130617.500000 Penalty: 5461.362793
	Iteration 47Q: 3 clusters Score -8130618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -8130626.500000 Penalty: 5461.362793
	Iteration 48Q: 3 clusters Score -8130626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58115 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -8130633.500000 Penalty: 5461.362793
	Iteration 49Q: 3 clusters Score -8130634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58148 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -8130624.500000 Penalty: 5461.362793
	Iteration 50Q: 3 clusters Score -8130624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58179 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8130620.000000 Penalty: 5461.362793
	Iteration 51Q: 3 clusters Score -8130620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58206 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -8130627.500000 Penalty: 5461.362793
	Iteration 52Q: 3 clusters Score -8130628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58227 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -8130612.000000 Penalty: 5461.362793
	Iteration 53Q: 3 clusters Score -8130612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58241 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -8130624.500000 Penalty: 5461.362793
	Iteration 54Q: 3 clusters Score -8130624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -8130637.500000 Penalty: 5461.362793
	Iteration 55Q: 3 clusters Score -8130638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58265 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -8130633.000000 Penalty: 5461.362793
	Iteration 56Q: 3 clusters Score -8130633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -8130639.000000 Penalty: 5461.362793
	Iteration 57Q: 3 clusters Score -8130639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58284 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -8130640.000000 Penalty: 5461.362793
	Iteration 58Q: 3 clusters Score -8130640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -8130654.500000 Penalty: 5461.362793
	Iteration 59Q: 3 clusters Score -8130654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58306 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -8130642.000000 Penalty: 5461.362793
	Iteration 60F: 3 clusters Score -8130642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8130635.000000 Penalty: 5461.362793
	Iteration 61Q: 3 clusters Score -8130635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58325 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8130637.000000 Penalty: 5461.362793
	Iteration 62Q: 3 clusters Score -8130637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58330 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8130634.000000 Penalty: 5461.362793
	Iteration 63Q: 3 clusters Score -8130634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58335 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -8130633.000000 Penalty: 5461.362793
	Iteration 64Q: 3 clusters Score -8130633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58341 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -8130631.000000 Penalty: 5461.362793
	Iteration 65Q: 3 clusters Score -8130631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -8130633.000000 Penalty: 5461.362793
	Iteration 66Q: 3 clusters Score -8130633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58351 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -8130634.000000 Penalty: 5461.362793
	Iteration 67Q: 3 clusters Score -8130634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -8130646.000000 Penalty: 5461.362793
	Iteration 68Q: 3 clusters Score -8130646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58367 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -8130650.000000 Penalty: 5461.362793
	Iteration 69Q: 3 clusters Score -8130650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -8130645.500000 Penalty: 5461.362793
	Iteration 70Q: 3 clusters Score -8130646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58381 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -8130641.000000 Penalty: 5461.362793
	Iteration 71Q: 3 clusters Score -8130641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58386 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -8130637.500000 Penalty: 5461.362793
	Iteration 72Q: 3 clusters Score -8130638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58391 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -8130647.000000 Penalty: 5461.362793
	Iteration 73Q: 3 clusters Score -8130647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58397 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -8130641.500000 Penalty: 5461.362793
	Iteration 74Q: 3 clusters Score -8130642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58405 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -8130636.000000 Penalty: 5461.362793
	Iteration 75Q: 3 clusters Score -8130636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58410 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -8130631.000000 Penalty: 5461.362793
	Iteration 76Q: 3 clusters Score -8130631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58420 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8130638.500000 Penalty: 5461.362793
	Iteration 77Q: 3 clusters Score -8130638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8130637.500000 Penalty: 5461.362793
	Iteration 78Q: 3 clusters Score -8130638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8130637.500000 Penalty: 5461.362793
	Iteration 79Q: 3 clusters Score -8130638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58432 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8130639.000000 Penalty: 5461.362793
	Iteration 80F: 3 clusters Score -8130639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58435 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -8130641.500000 Penalty: 5461.362793
	Iteration 81Q: 3 clusters Score -8130642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58439 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -8130638.000000 Penalty: 5461.362793
	Iteration 82Q: 3 clusters Score -8130638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -8130641.000000 Penalty: 5461.362793
	Iteration 83Q: 3 clusters Score -8130641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -8130640.000000 Penalty: 5461.362793
	Iteration 84Q: 3 clusters Score -8130640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -8130653.000000 Penalty: 5461.362793
	Iteration 85Q: 3 clusters Score -8130653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -8130644.500000 Penalty: 5461.362793
	Iteration 86Q: 3 clusters Score -8130644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58457 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -8130646.000000 Penalty: 5461.362793
	Iteration 87Q: 3 clusters Score -8130646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58462 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8130654.000000 Penalty: 5461.362793
	Iteration 88Q: 3 clusters Score -8130654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -8130662.500000 Penalty: 5461.362793
	Iteration 89Q: 3 clusters Score -8130662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -8130654.500000 Penalty: 5461.362793
	Iteration 90Q: 3 clusters Score -8130654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58475 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -8130660.500000 Penalty: 5461.362793
	Iteration 91Q: 3 clusters Score -8130660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58481 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -8130657.000000 Penalty: 5461.362793
	Iteration 92Q: 3 clusters Score -8130657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58485 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -8130662.000000 Penalty: 5461.362793
	Iteration 93Q: 3 clusters Score -8130662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58488 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -8130656.000000 Penalty: 5461.362793
	Iteration 94Q: 3 clusters Score -8130656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -8130660.500000 Penalty: 5461.362793
	Iteration 95Q: 3 clusters Score -8130660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58500 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -8130666.500000 Penalty: 5461.362793
	Iteration 96Q: 3 clusters Score -8130666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -8130666.000000 Penalty: 5461.362793
	Iteration 97Q: 3 clusters Score -8130666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -8130669.500000 Penalty: 5461.362793
	Iteration 98Q: 3 clusters Score -8130670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -8130669.500000 Penalty: 5461.362793
	Iteration 99F: 3 clusters Score -8130670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (160561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160561 members 
Entering Unmasked Estep 
Score: -21410638.000000 Penalty: 2972.634521
	Iteration 0F: 2 clusters Score -2.141064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80415 members 
Mstep: Class 2 contains 80146 members 
Entering Unmasked Estep 
Score: -21306130.000000 Penalty: 5945.269043
	Iteration 0F: 3 clusters Score -2.130613e+07 nChanged 77035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84198 members 
Mstep: Class 2 contains 76363 members 
Entering Unmasked Estep 
Score: -21351004.000000 Penalty: 5945.269043
	Iteration 1F: 3 clusters Score -2.1351e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86663 members 
Mstep: Class 2 contains 73898 members 
Entering Unmasked Estep 
Score: -21352218.000000 Penalty: 5945.269043
	Iteration 2Q: 3 clusters Score -2.135222e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90375 members 
Mstep: Class 2 contains 70186 members 
Entering Unmasked Estep 
Score: -21353826.000000 Penalty: 5945.269043
	Iteration 3Q: 3 clusters Score -2.135383e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95863 members 
Mstep: Class 2 contains 64698 members 
Entering Unmasked Estep 
Score: -21356542.000000 Penalty: 5945.269043
	Iteration 4Q: 3 clusters Score -2.135654e+07 nChanged 8748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103605 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -21360508.000000 Penalty: 5945.269043
	Iteration 5F: 3 clusters Score -2.136051e+07 nChanged 10698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113683 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -21367178.000000 Penalty: 5945.269043
	Iteration 6F: 3 clusters Score -2.136718e+07 nChanged 12435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125836 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -21377006.000000 Penalty: 5945.269043
	Iteration 7F: 3 clusters Score -2.137701e+07 nChanged 12607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138357 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -21388154.000000 Penalty: 5945.269043
	Iteration 8F: 3 clusters Score -2.138815e+07 nChanged 10339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148672 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -21399040.000000 Penalty: 5945.269043
	Iteration 9F: 3 clusters Score -2.139904e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155406 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -21405410.000000 Penalty: 5945.269043
	Iteration 10Q: 3 clusters Score -2.140541e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158669 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -21407500.000000 Penalty: 5945.269043
	Iteration 11Q: 3 clusters Score -2.14075e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159834 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -21408126.000000 Penalty: 5945.269043
	Iteration 12Q: 3 clusters Score -2.140813e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160149 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -21408228.000000 Penalty: 5945.269043
	Iteration 13Q: 3 clusters Score -2.140823e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160245 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -21408296.000000 Penalty: 5945.269043
	Iteration 14Q: 3 clusters Score -2.14083e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160279 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -21408348.000000 Penalty: 5945.269043
	Iteration 15Q: 3 clusters Score -2.140835e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160300 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21408384.000000 Penalty: 5945.269043
	Iteration 16Q: 3 clusters Score -2.140838e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160309 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21408394.000000 Penalty: 5945.269043
	Iteration 17Q: 3 clusters Score -2.140839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160317 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21408424.000000 Penalty: 5945.269043
	Iteration 18Q: 3 clusters Score -2.140842e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160321 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21408432.000000 Penalty: 5945.269043
	Iteration 19Q: 3 clusters Score -2.140843e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160324 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21408448.000000 Penalty: 5945.269043
	Iteration 20F: 3 clusters Score -2.140845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160323 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21408458.000000 Penalty: 5945.269043
	Iteration 21Q: 3 clusters Score -2.140846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160321 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21408482.000000 Penalty: 5945.269043
	Iteration 22Q: 3 clusters Score -2.140848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160326 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21408502.000000 Penalty: 5945.269043
	Iteration 23Q: 3 clusters Score -2.14085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160325 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21408502.000000 Penalty: 5945.269043
	Iteration 24Q: 3 clusters Score -2.14085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160320 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21408504.000000 Penalty: 5945.269043
	Iteration 25Q: 3 clusters Score -2.14085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160322 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21408516.000000 Penalty: 5945.269043
	Iteration 26Q: 3 clusters Score -2.140852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160325 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21408512.000000 Penalty: 5945.269043
	Iteration 27Q: 3 clusters Score -2.140851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160324 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21408520.000000 Penalty: 5945.269043
	Iteration 28Q: 3 clusters Score -2.140852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160325 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21408516.000000 Penalty: 5945.269043
	Iteration 29Q: 3 clusters Score -2.140852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160326 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21408528.000000 Penalty: 5945.269043
	Iteration 30Q: 3 clusters Score -2.140853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160326 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21408538.000000 Penalty: 5945.269043
	Iteration 31Q: 3 clusters Score -2.140854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160325 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21408538.000000 Penalty: 5945.269043
	Iteration 32Q: 3 clusters Score -2.140854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160323 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21408542.000000 Penalty: 5945.269043
	Iteration 33Q: 3 clusters Score -2.140854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160322 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21408536.000000 Penalty: 5945.269043
	Iteration 34Q: 3 clusters Score -2.140854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160322 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21408536.000000 Penalty: 5945.269043
	Iteration 35F: 3 clusters Score -2.140854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (71502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71502 members 
Entering Unmasked Estep 
Score: -9244179.000000 Penalty: 2772.015137
	Iteration 0F: 2 clusters Score -9244179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -9196242.000000 Penalty: 5544.030273
	Iteration 0F: 3 clusters Score -9196242 nChanged 33500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -9215251.000000 Penalty: 5544.030273
	Iteration 1F: 3 clusters Score -9215251 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -9216109.000000 Penalty: 5544.030273
	Iteration 2Q: 3 clusters Score -9216109 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -9217143.000000 Penalty: 5544.030273
	Iteration 3Q: 3 clusters Score -9217143 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -9218687.000000 Penalty: 5544.030273
	Iteration 4Q: 3 clusters Score -9218687 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -9220871.000000 Penalty: 5544.030273
	Iteration 5F: 3 clusters Score -9220871 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -9224033.000000 Penalty: 5544.030273
	Iteration 6F: 3 clusters Score -9224033 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
Score: -9227984.000000 Penalty: 5544.030273
	Iteration 7F: 3 clusters Score -9227984 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 58007 members 
Entering Unmasked Estep 
Score: -9232075.000000 Penalty: 5544.030273
	Iteration 8F: 3 clusters Score -9232075 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -9235754.000000 Penalty: 5544.030273
	Iteration 9F: 3 clusters Score -9235754 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 65141 members 
Entering Unmasked Estep 
Score: -9238404.000000 Penalty: 5544.030273
	Iteration 10Q: 3 clusters Score -9238404 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 67213 members 
Entering Unmasked Estep 
Score: -9240001.000000 Penalty: 5544.030273
	Iteration 11Q: 3 clusters Score -9240001 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -9240921.000000 Penalty: 5544.030273
	Iteration 12Q: 3 clusters Score -9240921 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 69307 members 
Entering Unmasked Estep 
Score: -9241468.000000 Penalty: 5544.030273
	Iteration 13Q: 3 clusters Score -9241468 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 69805 members 
Entering Unmasked Estep 
Score: -9241721.000000 Penalty: 5544.030273
	Iteration 14Q: 3 clusters Score -9241721 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 70093 members 
Entering Unmasked Estep 
Score: -9241877.000000 Penalty: 5544.030273
	Iteration 15Q: 3 clusters Score -9241877 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 70274 members 
Entering Unmasked Estep 
Score: -9241962.000000 Penalty: 5544.030273
	Iteration 16Q: 3 clusters Score -9241962 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 70379 members 
Entering Unmasked Estep 
Score: -9242005.000000 Penalty: 5544.030273
	Iteration 17Q: 3 clusters Score -9242005 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 70467 members 
Entering Unmasked Estep 
Score: -9242066.000000 Penalty: 5544.030273
	Iteration 18Q: 3 clusters Score -9242066 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 70532 members 
Entering Unmasked Estep 
Score: -9242094.000000 Penalty: 5544.030273
	Iteration 19Q: 3 clusters Score -9242094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 70576 members 
Entering Unmasked Estep 
Score: -9242097.000000 Penalty: 5544.030273
	Iteration 20F: 3 clusters Score -9242097 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 70615 members 
Entering Unmasked Estep 
Score: -9242123.000000 Penalty: 5544.030273
	Iteration 21Q: 3 clusters Score -9242123 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 70638 members 
Entering Unmasked Estep 
Score: -9242149.000000 Penalty: 5544.030273
	Iteration 22Q: 3 clusters Score -9242149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 70661 members 
Entering Unmasked Estep 
Score: -9242153.000000 Penalty: 5544.030273
	Iteration 23Q: 3 clusters Score -9242153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 70678 members 
Entering Unmasked Estep 
Score: -9242167.000000 Penalty: 5544.030273
	Iteration 24Q: 3 clusters Score -9242167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 70693 members 
Entering Unmasked Estep 
Score: -9242165.000000 Penalty: 5544.030273
	Iteration 25Q: 3 clusters Score -9242165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 70701 members 
Entering Unmasked Estep 
Score: -9242176.000000 Penalty: 5544.030273
	Iteration 26Q: 3 clusters Score -9242176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 70702 members 
Entering Unmasked Estep 
Score: -9242178.000000 Penalty: 5544.030273
	Iteration 27Q: 3 clusters Score -9242178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 70701 members 
Entering Unmasked Estep 
Score: -9242183.000000 Penalty: 5544.030273
	Iteration 28Q: 3 clusters Score -9242183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 70703 members 
Entering Unmasked Estep 
Score: -9242180.000000 Penalty: 5544.030273
	Iteration 29Q: 3 clusters Score -9242180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 70707 members 
Entering Unmasked Estep 
Score: -9242193.000000 Penalty: 5544.030273
	Iteration 30Q: 3 clusters Score -9242193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 70707 members 
Entering Unmasked Estep 
Score: -9242186.000000 Penalty: 5544.030273
	Iteration 31Q: 3 clusters Score -9242186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 70709 members 
Entering Unmasked Estep 
Score: -9242189.000000 Penalty: 5544.030273
	Iteration 32Q: 3 clusters Score -9242189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 70706 members 
Entering Unmasked Estep 
Score: -9242194.000000 Penalty: 5544.030273
	Iteration 33Q: 3 clusters Score -9242194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 70708 members 
Entering Unmasked Estep 
Score: -9242196.000000 Penalty: 5544.030273
	Iteration 34Q: 3 clusters Score -9242196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 70709 members 
Entering Unmasked Estep 
Score: -9242192.000000 Penalty: 5544.030273
	Iteration 35Q: 3 clusters Score -9242192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 70713 members 
Entering Unmasked Estep 
Score: -9242194.000000 Penalty: 5544.030273
	Iteration 36Q: 3 clusters Score -9242194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
Score: -9242202.000000 Penalty: 5544.030273
	Iteration 37Q: 3 clusters Score -9242202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 70714 members 
Entering Unmasked Estep 
Score: -9242198.000000 Penalty: 5544.030273
	Iteration 38Q: 3 clusters Score -9242198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 70715 members 
Entering Unmasked Estep 
Score: -9242195.000000 Penalty: 5544.030273
	Iteration 39Q: 3 clusters Score -9242195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 70718 members 
Entering Unmasked Estep 
Score: -9242194.000000 Penalty: 5544.030273
	Iteration 40F: 3 clusters Score -9242194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 70720 members 
Entering Unmasked Estep 
Score: -9242192.000000 Penalty: 5544.030273
	Iteration 41Q: 3 clusters Score -9242192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 70720 members 
Entering Unmasked Estep 
Score: -9242192.000000 Penalty: 5544.030273
	Iteration 42F: 3 clusters Score -9242192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (154096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154096 members 
Entering Unmasked Estep 
Score: -20484984.000000 Penalty: 2962.441895
	Iteration 0F: 2 clusters Score -2.048498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76883 members 
Mstep: Class 2 contains 77213 members 
Entering Unmasked Estep 
Score: -20383232.000000 Penalty: 5924.883789
	Iteration 0F: 3 clusters Score -2.038323e+07 nChanged 73741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75318 members 
Mstep: Class 2 contains 78778 members 
Entering Unmasked Estep 
Score: -20425786.000000 Penalty: 5924.883789
	Iteration 1F: 3 clusters Score -2.042579e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74251 members 
Mstep: Class 2 contains 79845 members 
Entering Unmasked Estep 
Score: -20426544.000000 Penalty: 5924.883789
	Iteration 2Q: 3 clusters Score -2.042654e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 81413 members 
Entering Unmasked Estep 
Score: -20427286.000000 Penalty: 5924.883789
	Iteration 3Q: 3 clusters Score -2.042729e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70310 members 
Mstep: Class 2 contains 83786 members 
Entering Unmasked Estep 
Score: -20428478.000000 Penalty: 5924.883789
	Iteration 4Q: 3 clusters Score -2.042848e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 87248 members 
Entering Unmasked Estep 
Score: -20430128.000000 Penalty: 5924.883789
	Iteration 5Q: 3 clusters Score -2.043013e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61650 members 
Mstep: Class 2 contains 92446 members 
Entering Unmasked Estep 
Score: -20432842.000000 Penalty: 5924.883789
	Iteration 6Q: 3 clusters Score -2.043284e+07 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54153 members 
Mstep: Class 2 contains 99943 members 
Entering Unmasked Estep 
Score: -20437330.000000 Penalty: 5924.883789
	Iteration 7F: 3 clusters Score -2.043733e+07 nChanged 10460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 110157 members 
Entering Unmasked Estep 
Score: -20444712.000000 Penalty: 5924.883789
	Iteration 8F: 3 clusters Score -2.044471e+07 nChanged 12465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 122488 members 
Entering Unmasked Estep 
Score: -20454808.000000 Penalty: 5924.883789
	Iteration 9F: 3 clusters Score -2.045481e+07 nChanged 12417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 134865 members 
Entering Unmasked Estep 
Score: -20466004.000000 Penalty: 5924.883789
	Iteration 10F: 3 clusters Score -2.0466e+07 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 144460 members 
Entering Unmasked Estep 
Score: -20474782.000000 Penalty: 5924.883789
	Iteration 11F: 3 clusters Score -2.047478e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 149913 members 
Entering Unmasked Estep 
Score: -20479670.000000 Penalty: 5924.883789
	Iteration 12Q: 3 clusters Score -2.047967e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 152314 members 
Entering Unmasked Estep 
Score: -20481412.000000 Penalty: 5924.883789
	Iteration 13Q: 3 clusters Score -2.048141e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 153187 members 
Entering Unmasked Estep 
Score: -20481954.000000 Penalty: 5924.883789
	Iteration 14Q: 3 clusters Score -2.048195e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 153529 members 
Entering Unmasked Estep 
Score: -20482192.000000 Penalty: 5924.883789
	Iteration 15Q: 3 clusters Score -2.048219e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 153653 members 
Entering Unmasked Estep 
Score: -20482294.000000 Penalty: 5924.883789
	Iteration 16Q: 3 clusters Score -2.048229e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 153700 members 
Entering Unmasked Estep 
Score: -20482360.000000 Penalty: 5924.883789
	Iteration 17Q: 3 clusters Score -2.048236e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 153721 members 
Entering Unmasked Estep 
Score: -20482418.000000 Penalty: 5924.883789
	Iteration 18Q: 3 clusters Score -2.048242e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 153738 members 
Entering Unmasked Estep 
Score: -20482440.000000 Penalty: 5924.883789
	Iteration 19Q: 3 clusters Score -2.048244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 153744 members 
Entering Unmasked Estep 
Score: -20482448.000000 Penalty: 5924.883789
	Iteration 20F: 3 clusters Score -2.048245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 153747 members 
Entering Unmasked Estep 
Score: -20482448.000000 Penalty: 5924.883789
	Iteration 21Q: 3 clusters Score -2.048245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 153751 members 
Entering Unmasked Estep 
Score: -20482456.000000 Penalty: 5924.883789
	Iteration 22Q: 3 clusters Score -2.048246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 153755 members 
Entering Unmasked Estep 
Score: -20482450.000000 Penalty: 5924.883789
	Iteration 23Q: 3 clusters Score -2.048245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 153758 members 
Entering Unmasked Estep 
Score: -20482460.000000 Penalty: 5924.883789
	Iteration 24Q: 3 clusters Score -2.048246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 153762 members 
Entering Unmasked Estep 
Score: -20482466.000000 Penalty: 5924.883789
	Iteration 25Q: 3 clusters Score -2.048247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 153763 members 
Entering Unmasked Estep 
Score: -20482474.000000 Penalty: 5924.883789
	Iteration 26Q: 3 clusters Score -2.048247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 153762 members 
Entering Unmasked Estep 
Score: -20482480.000000 Penalty: 5924.883789
	Iteration 27Q: 3 clusters Score -2.048248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 153766 members 
Entering Unmasked Estep 
Score: -20482476.000000 Penalty: 5924.883789
	Iteration 28Q: 3 clusters Score -2.048248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 153767 members 
Entering Unmasked Estep 
Score: -20482488.000000 Penalty: 5924.883789
	Iteration 29Q: 3 clusters Score -2.048249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 153769 members 
Entering Unmasked Estep 
Score: -20482488.000000 Penalty: 5924.883789
	Iteration 30Q: 3 clusters Score -2.048249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 153772 members 
Entering Unmasked Estep 
Score: -20482496.000000 Penalty: 5924.883789
	Iteration 31Q: 3 clusters Score -2.04825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 153773 members 
Entering Unmasked Estep 
Score: -20482494.000000 Penalty: 5924.883789
	Iteration 32Q: 3 clusters Score -2.048249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 153775 members 
Entering Unmasked Estep 
Score: -20482506.000000 Penalty: 5924.883789
	Iteration 33Q: 3 clusters Score -2.048251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 153775 members 
Entering Unmasked Estep 
Score: -20482502.000000 Penalty: 5924.883789
	Iteration 34Q: 3 clusters Score -2.04825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 153776 members 
Entering Unmasked Estep 
Score: -20482506.000000 Penalty: 5924.883789
	Iteration 35Q: 3 clusters Score -2.048251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 153777 members 
Entering Unmasked Estep 
Score: -20482498.000000 Penalty: 5924.883789
	Iteration 36Q: 3 clusters Score -2.04825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 153778 members 
Entering Unmasked Estep 
Score: -20482514.000000 Penalty: 5924.883789
	Iteration 37Q: 3 clusters Score -2.048251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 153778 members 
Entering Unmasked Estep 
Score: -20482514.000000 Penalty: 5924.883789
	Iteration 38F: 3 clusters Score -2.048251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 160276 members 
Mstep: Class 2 contains 2880 members 
Mstep: Class 3 contains 887 members 
Mstep: Class 4 contains 177170 members 
Mstep: Class 5 contains 3216 members 
Mstep: Class 6 contains 30991 members 
Mstep: Class 7 contains 1129 members 
Mstep: Class 8 contains 1382 members 
Mstep: Class 9 contains 4524 members 
Mstep: Class 10 contains 5645 members 
Mstep: Class 12 contains 169968 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 18069 members 
Mstep: Class 15 contains 165815 members 
Mstep: Class 16 contains 164219 members 
Mstep: Class 18 contains 479 members 
Mstep: Class 19 contains 23527 members 
Mstep: Class 20 contains 60525 members 
Mstep: Class 21 contains 160561 members 
Mstep: Class 22 contains 71502 members 
Mstep: Class 23 contains 154096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180403856.000000 Penalty: 80642.937500
Iteration 79Q: 24 clusters Score -1.804039e+08 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 160305 members 
Mstep: Class 2 contains 2876 members 
Mstep: Class 3 contains 887 members 
Mstep: Class 4 contains 177099 members 
Mstep: Class 5 contains 3211 members 
Mstep: Class 6 contains 31267 members 
Mstep: Class 7 contains 1137 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 4573 members 
Mstep: Class 10 contains 5668 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169911 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 17892 members 
Mstep: Class 15 contains 165752 members 
Mstep: Class 16 contains 164246 members 
Mstep: Class 17 contains 341 members 
Mstep: Class 18 contains 469 members 
Mstep: Class 19 contains 23508 members 
Mstep: Class 20 contains 60294 members 
Mstep: Class 21 contains 160429 members 
Mstep: Class 22 contains 71794 members 
Mstep: Class 23 contains 154159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180404144.000000 Penalty: 80642.937500
Iteration 80F: 24 clusters Score -1.804041e+08 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 160325 members 
Mstep: Class 2 contains 2874 members 
Mstep: Class 3 contains 889 members 
Mstep: Class 4 contains 177008 members 
Mstep: Class 5 contains 3210 members 
Mstep: Class 6 contains 31524 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 1383 members 
Mstep: Class 9 contains 4619 members 
Mstep: Class 10 contains 5681 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169871 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 17726 members 
Mstep: Class 15 contains 165731 members 
Mstep: Class 16 contains 164284 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 461 members 
Mstep: Class 19 contains 23494 members 
Mstep: Class 20 contains 60086 members 
Mstep: Class 21 contains 160327 members 
Mstep: Class 22 contains 72066 members 
Mstep: Class 23 contains 154155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180404704.000000 Penalty: 80642.937500
Iteration 81Q: 24 clusters Score -1.804047e+08 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 160450 members 
Mstep: Class 2 contains 2871 members 
Mstep: Class 3 contains 890 members 
Mstep: Class 4 contains 176929 members 
Mstep: Class 5 contains 3209 members 
Mstep: Class 6 contains 31759 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 1382 members 
Mstep: Class 9 contains 4676 members 
Mstep: Class 10 contains 5711 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169853 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 17526 members 
Mstep: Class 15 contains 165702 members 
Mstep: Class 16 contains 164280 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 459 members 
Mstep: Class 19 contains 23495 members 
Mstep: Class 20 contains 59870 members 
Mstep: Class 21 contains 160207 members 
Mstep: Class 22 contains 72323 members 
Mstep: Class 23 contains 154121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180404016.000000 Penalty: 80642.937500
Iteration 82Q: 24 clusters Score -1.80404e+08 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 160577 members 
Mstep: Class 2 contains 2847 members 
Mstep: Class 3 contains 890 members 
Mstep: Class 4 contains 176850 members 
Mstep: Class 5 contains 3207 members 
Mstep: Class 6 contains 32000 members 
Mstep: Class 7 contains 1146 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 4729 members 
Mstep: Class 10 contains 5738 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169820 members 
Mstep: Class 13 contains 1989 members 
Mstep: Class 14 contains 17304 members 
Mstep: Class 15 contains 165676 members 
Mstep: Class 16 contains 164298 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23511 members 
Mstep: Class 20 contains 59658 members 
Mstep: Class 21 contains 160103 members 
Mstep: Class 22 contains 72571 members 
Mstep: Class 23 contains 154090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180404784.000000 Penalty: 80642.937500
Iteration 83Q: 24 clusters Score -1.804048e+08 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 160679 members 
Mstep: Class 2 contains 2837 members 
Mstep: Class 3 contains 890 members 
Mstep: Class 4 contains 176718 members 
Mstep: Class 5 contains 3207 members 
Mstep: Class 6 contains 32201 members 
Mstep: Class 7 contains 1145 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 4769 members 
Mstep: Class 10 contains 5764 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169787 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 17095 members 
Mstep: Class 15 contains 165674 members 
Mstep: Class 16 contains 164269 members 
Mstep: Class 17 contains 360 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23502 members 
Mstep: Class 20 contains 59469 members 
Mstep: Class 21 contains 160069 members 
Mstep: Class 22 contains 72854 members 
Mstep: Class 23 contains 154085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180405120.000000 Penalty: 80642.937500
Iteration 84Q: 24 clusters Score -1.804051e+08 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 160759 members 
Mstep: Class 2 contains 2826 members 
Mstep: Class 3 contains 890 members 
Mstep: Class 4 contains 176594 members 
Mstep: Class 5 contains 3205 members 
Mstep: Class 6 contains 32420 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 4801 members 
Mstep: Class 10 contains 5788 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169740 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 16898 members 
Mstep: Class 15 contains 165666 members 
Mstep: Class 16 contains 164177 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23499 members 
Mstep: Class 20 contains 59274 members 
Mstep: Class 21 contains 160058 members 
Mstep: Class 22 contains 73139 members 
Mstep: Class 23 contains 154134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180404944.000000 Penalty: 80642.937500
Iteration 85Q: 24 clusters Score -1.804049e+08 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 160802 members 
Mstep: Class 2 contains 2816 members 
Mstep: Class 3 contains 890 members 
Mstep: Class 4 contains 176398 members 
Mstep: Class 5 contains 3205 members 
Mstep: Class 6 contains 32665 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 1382 members 
Mstep: Class 9 contains 4837 members 
Mstep: Class 10 contains 5815 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169735 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 16741 members 
Mstep: Class 15 contains 165663 members 
Mstep: Class 16 contains 164040 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23493 members 
Mstep: Class 20 contains 59077 members 
Mstep: Class 21 contains 160045 members 
Mstep: Class 22 contains 73404 members 
Mstep: Class 23 contains 154247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180405152.000000 Penalty: 80642.937500
Iteration 86Q: 24 clusters Score -1.804052e+08 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 160799 members 
Mstep: Class 2 contains 2809 members 
Mstep: Class 3 contains 890 members 
Mstep: Class 4 contains 176231 members 
Mstep: Class 5 contains 3205 members 
Mstep: Class 6 contains 32878 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 4879 members 
Mstep: Class 10 contains 5830 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169761 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 16601 members 
Mstep: Class 15 contains 165650 members 
Mstep: Class 16 contains 163880 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23480 members 
Mstep: Class 20 contains 58885 members 
Mstep: Class 21 contains 160111 members 
Mstep: Class 22 contains 73649 members 
Mstep: Class 23 contains 154337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180405344.000000 Penalty: 80642.937500
Iteration 87Q: 24 clusters Score -1.804053e+08 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 160826 members 
Mstep: Class 2 contains 2810 members 
Mstep: Class 3 contains 890 members 
Mstep: Class 4 contains 176057 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 33055 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 4914 members 
Mstep: Class 10 contains 5845 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169775 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 16426 members 
Mstep: Class 15 contains 165652 members 
Mstep: Class 16 contains 163753 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23472 members 
Mstep: Class 20 contains 58677 members 
Mstep: Class 21 contains 160184 members 
Mstep: Class 22 contains 73862 members 
Mstep: Class 23 contains 154474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180405248.000000 Penalty: 80642.937500
Iteration 88Q: 24 clusters Score -1.804052e+08 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 160812 members 
Mstep: Class 2 contains 2803 members 
Mstep: Class 3 contains 890 members 
Mstep: Class 4 contains 175859 members 
Mstep: Class 5 contains 3202 members 
Mstep: Class 6 contains 33234 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 1381 members 
Mstep: Class 9 contains 4943 members 
Mstep: Class 10 contains 5857 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169734 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 16283 members 
Mstep: Class 15 contains 165675 members 
Mstep: Class 16 contains 163653 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23451 members 
Mstep: Class 20 contains 58496 members 
Mstep: Class 21 contains 160307 members 
Mstep: Class 22 contains 74098 members 
Mstep: Class 23 contains 154577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180405216.000000 Penalty: 80642.937500
Iteration 89Q: 24 clusters Score -1.804052e+08 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 160855 members 
Mstep: Class 2 contains 2798 members 
Mstep: Class 3 contains 890 members 
Mstep: Class 4 contains 175627 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 33419 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 1382 members 
Mstep: Class 9 contains 4977 members 
Mstep: Class 10 contains 5848 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169690 members 
Mstep: Class 13 contains 1991 members 
Mstep: Class 14 contains 16125 members 
Mstep: Class 15 contains 165624 members 
Mstep: Class 16 contains 163660 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23446 members 
Mstep: Class 20 contains 58331 members 
Mstep: Class 21 contains 160428 members 
Mstep: Class 22 contains 74321 members 
Mstep: Class 23 contains 154632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180405072.000000 Penalty: 80642.937500
Iteration 90Q: 24 clusters Score -1.804051e+08 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 160940 members 
Mstep: Class 2 contains 2804 members 
Mstep: Class 3 contains 890 members 
Mstep: Class 4 contains 175307 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 33609 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 1382 members 
Mstep: Class 9 contains 5011 members 
Mstep: Class 10 contains 5855 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169678 members 
Mstep: Class 13 contains 1993 members 
Mstep: Class 14 contains 15974 members 
Mstep: Class 15 contains 165598 members 
Mstep: Class 16 contains 163666 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23442 members 
Mstep: Class 20 contains 58153 members 
Mstep: Class 21 contains 160538 members 
Mstep: Class 22 contains 74541 members 
Mstep: Class 23 contains 154663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180404592.000000 Penalty: 80642.937500
Iteration 91Q: 24 clusters Score -1.804046e+08 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 161007 members 
Mstep: Class 2 contains 2799 members 
Mstep: Class 3 contains 891 members 
Mstep: Class 4 contains 175023 members 
Mstep: Class 5 contains 3199 members 
Mstep: Class 6 contains 33805 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 1382 members 
Mstep: Class 9 contains 5033 members 
Mstep: Class 10 contains 5864 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169640 members 
Mstep: Class 13 contains 1993 members 
Mstep: Class 14 contains 15843 members 
Mstep: Class 15 contains 165598 members 
Mstep: Class 16 contains 163649 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23451 members 
Mstep: Class 20 contains 58033 members 
Mstep: Class 21 contains 160599 members 
Mstep: Class 22 contains 74756 members 
Mstep: Class 23 contains 154680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180404688.000000 Penalty: 80642.937500
Iteration 92Q: 24 clusters Score -1.804047e+08 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 161044 members 
Mstep: Class 2 contains 2798 members 
Mstep: Class 3 contains 892 members 
Mstep: Class 4 contains 174760 members 
Mstep: Class 5 contains 3200 members 
Mstep: Class 6 contains 33976 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 1381 members 
Mstep: Class 9 contains 5057 members 
Mstep: Class 10 contains 5872 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169629 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 15692 members 
Mstep: Class 15 contains 165618 members 
Mstep: Class 16 contains 163666 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23449 members 
Mstep: Class 20 contains 57895 members 
Mstep: Class 21 contains 160632 members 
Mstep: Class 22 contains 74933 members 
Mstep: Class 23 contains 154757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180404720.000000 Penalty: 80642.937500
Iteration 93Q: 24 clusters Score -1.804047e+08 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 161044 members 
Mstep: Class 2 contains 2790 members 
Mstep: Class 3 contains 892 members 
Mstep: Class 4 contains 174543 members 
Mstep: Class 5 contains 3200 members 
Mstep: Class 6 contains 34162 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 1382 members 
Mstep: Class 9 contains 5072 members 
Mstep: Class 10 contains 5868 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169649 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 15560 members 
Mstep: Class 15 contains 165622 members 
Mstep: Class 16 contains 163668 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23444 members 
Mstep: Class 20 contains 57775 members 
Mstep: Class 21 contains 160617 members 
Mstep: Class 22 contains 75116 members 
Mstep: Class 23 contains 154847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180404480.000000 Penalty: 80642.937500
Iteration 94Q: 24 clusters Score -1.804045e+08 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 161044 members 
Mstep: Class 2 contains 2776 members 
Mstep: Class 3 contains 891 members 
Mstep: Class 4 contains 174327 members 
Mstep: Class 5 contains 3200 members 
Mstep: Class 6 contains 34348 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 1382 members 
Mstep: Class 9 contains 5092 members 
Mstep: Class 10 contains 5861 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169687 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 15432 members 
Mstep: Class 15 contains 165654 members 
Mstep: Class 16 contains 163676 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23453 members 
Mstep: Class 20 contains 57661 members 
Mstep: Class 21 contains 160579 members 
Mstep: Class 22 contains 75297 members 
Mstep: Class 23 contains 154891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180404256.000000 Penalty: 80642.937500
Iteration 95Q: 24 clusters Score -1.804043e+08 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 161038 members 
Mstep: Class 2 contains 2779 members 
Mstep: Class 3 contains 892 members 
Mstep: Class 4 contains 174152 members 
Mstep: Class 5 contains 3200 members 
Mstep: Class 6 contains 34549 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 1383 members 
Mstep: Class 9 contains 5106 members 
Mstep: Class 10 contains 5859 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169704 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 15302 members 
Mstep: Class 15 contains 165699 members 
Mstep: Class 16 contains 163725 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23460 members 
Mstep: Class 20 contains 57560 members 
Mstep: Class 21 contains 160514 members 
Mstep: Class 22 contains 75471 members 
Mstep: Class 23 contains 154858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180404240.000000 Penalty: 80642.937500
Iteration 96Q: 24 clusters Score -1.804042e+08 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 161045 members 
Mstep: Class 2 contains 2773 members 
Mstep: Class 3 contains 892 members 
Mstep: Class 4 contains 174043 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 34747 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 1383 members 
Mstep: Class 9 contains 5122 members 
Mstep: Class 10 contains 5869 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169730 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 15187 members 
Mstep: Class 15 contains 165716 members 
Mstep: Class 16 contains 163822 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23461 members 
Mstep: Class 20 contains 57476 members 
Mstep: Class 21 contains 160502 members 
Mstep: Class 22 contains 75613 members 
Mstep: Class 23 contains 154669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180404592.000000 Penalty: 80642.937500
Iteration 97Q: 24 clusters Score -1.804046e+08 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 161006 members 
Mstep: Class 2 contains 2759 members 
Mstep: Class 3 contains 892 members 
Mstep: Class 4 contains 173939 members 
Mstep: Class 5 contains 3204 members 
Mstep: Class 6 contains 34932 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 1382 members 
Mstep: Class 9 contains 5141 members 
Mstep: Class 10 contains 5895 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169764 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 15078 members 
Mstep: Class 15 contains 165720 members 
Mstep: Class 16 contains 163862 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23475 members 
Mstep: Class 20 contains 57377 members 
Mstep: Class 21 contains 160478 members 
Mstep: Class 22 contains 75724 members 
Mstep: Class 23 contains 154623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180404128.000000 Penalty: 80642.937500
Iteration 98Q: 24 clusters Score -1.804041e+08 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 160996 members 
Mstep: Class 2 contains 2755 members 
Mstep: Class 3 contains 892 members 
Mstep: Class 4 contains 173825 members 
Mstep: Class 5 contains 3201 members 
Mstep: Class 6 contains 35130 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 1383 members 
Mstep: Class 9 contains 5153 members 
Mstep: Class 10 contains 5897 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169800 members 
Mstep: Class 13 contains 1995 members 
Mstep: Class 14 contains 14957 members 
Mstep: Class 15 contains 165744 members 
Mstep: Class 16 contains 163814 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23476 members 
Mstep: Class 20 contains 57272 members 
Mstep: Class 21 contains 160441 members 
Mstep: Class 22 contains 75863 members 
Mstep: Class 23 contains 154651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180404400.000000 Penalty: 80642.937500
Iteration 99Q: 24 clusters Score -1.804044e+08 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 161016 members 
Mstep: Class 2 contains 2745 members 
Mstep: Class 3 contains 892 members 
Mstep: Class 4 contains 173699 members 
Mstep: Class 5 contains 3200 members 
Mstep: Class 6 contains 35304 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 5161 members 
Mstep: Class 10 contains 5901 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169816 members 
Mstep: Class 13 contains 1996 members 
Mstep: Class 14 contains 14798 members 
Mstep: Class 15 contains 165737 members 
Mstep: Class 16 contains 163828 members 
Mstep: Class 17 contains 359 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23488 members 
Mstep: Class 20 contains 57186 members 
Mstep: Class 21 contains 160475 members 
Mstep: Class 22 contains 75974 members 
Mstep: Class 23 contains 154645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180404848.000000 Penalty: 80642.937500
Iteration 100F: 24 clusters Score -1.804048e+08 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 161082 members 
Mstep: Class 2 contains 2738 members 
Mstep: Class 3 contains 892 members 
Mstep: Class 4 contains 173580 members 
Mstep: Class 5 contains 3200 members 
Mstep: Class 6 contains 35476 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 1385 members 
Mstep: Class 9 contains 5176 members 
Mstep: Class 10 contains 5889 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169777 members 
Mstep: Class 13 contains 1996 members 
Mstep: Class 14 contains 14644 members 
Mstep: Class 15 contains 165742 members 
Mstep: Class 16 contains 163826 members 
Mstep: Class 17 contains 377 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23494 members 
Mstep: Class 20 contains 57121 members 
Mstep: Class 21 contains 160523 members 
Mstep: Class 22 contains 76088 members 
Mstep: Class 23 contains 154616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180405664.000000 Penalty: 80642.937500
Iteration 101Q: 24 clusters Score -1.804057e+08 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 161145 members 
Mstep: Class 2 contains 2737 members 
Mstep: Class 3 contains 892 members 
Mstep: Class 4 contains 173517 members 
Mstep: Class 5 contains 3202 members 
Mstep: Class 6 contains 35677 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 1385 members 
Mstep: Class 9 contains 5190 members 
Mstep: Class 10 contains 5875 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169745 members 
Mstep: Class 13 contains 1996 members 
Mstep: Class 14 contains 14477 members 
Mstep: Class 15 contains 165730 members 
Mstep: Class 16 contains 163839 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23495 members 
Mstep: Class 20 contains 57035 members 
Mstep: Class 21 contains 160531 members 
Mstep: Class 22 contains 76195 members 
Mstep: Class 23 contains 154582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180405664.000000 Penalty: 80642.937500
Iteration 102Q: 24 clusters Score -1.804057e+08 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 161257 members 
Mstep: Class 2 contains 2731 members 
Mstep: Class 3 contains 891 members 
Mstep: Class 4 contains 173482 members 
Mstep: Class 5 contains 3199 members 
Mstep: Class 6 contains 35894 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 1385 members 
Mstep: Class 9 contains 5203 members 
Mstep: Class 10 contains 5869 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169734 members 
Mstep: Class 13 contains 1996 members 
Mstep: Class 14 contains 14288 members 
Mstep: Class 15 contains 165707 members 
Mstep: Class 16 contains 163831 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23504 members 
Mstep: Class 20 contains 56984 members 
Mstep: Class 21 contains 160507 members 
Mstep: Class 22 contains 76278 members 
Mstep: Class 23 contains 154505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180405664.000000 Penalty: 80642.937500
Iteration 103Q: 24 clusters Score -1.804057e+08 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 161330 members 
Mstep: Class 2 contains 2736 members 
Mstep: Class 3 contains 891 members 
Mstep: Class 4 contains 173435 members 
Mstep: Class 5 contains 3198 members 
Mstep: Class 6 contains 36095 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 1386 members 
Mstep: Class 9 contains 5211 members 
Mstep: Class 10 contains 5859 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169778 members 
Mstep: Class 13 contains 1996 members 
Mstep: Class 14 contains 14093 members 
Mstep: Class 15 contains 165728 members 
Mstep: Class 16 contains 163842 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23526 members 
Mstep: Class 20 contains 56930 members 
Mstep: Class 21 contains 160459 members 
Mstep: Class 22 contains 76393 members 
Mstep: Class 23 contains 154359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180406208.000000 Penalty: 80642.937500
Iteration 104Q: 24 clusters Score -1.804062e+08 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 161469 members 
Mstep: Class 2 contains 2742 members 
Mstep: Class 3 contains 891 members 
Mstep: Class 4 contains 173372 members 
Mstep: Class 5 contains 3187 members 
Mstep: Class 6 contains 36274 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 5224 members 
Mstep: Class 10 contains 5863 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169807 members 
Mstep: Class 13 contains 1996 members 
Mstep: Class 14 contains 13892 members 
Mstep: Class 15 contains 165739 members 
Mstep: Class 16 contains 163792 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23537 members 
Mstep: Class 20 contains 56862 members 
Mstep: Class 21 contains 160394 members 
Mstep: Class 22 contains 76493 members 
Mstep: Class 23 contains 154324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180405488.000000 Penalty: 80642.937500
Iteration 105Q: 24 clusters Score -1.804055e+08 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 161564 members 
Mstep: Class 2 contains 2744 members 
Mstep: Class 3 contains 891 members 
Mstep: Class 4 contains 173307 members 
Mstep: Class 5 contains 3184 members 
Mstep: Class 6 contains 36456 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 5239 members 
Mstep: Class 10 contains 5880 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169786 members 
Mstep: Class 13 contains 1996 members 
Mstep: Class 14 contains 13742 members 
Mstep: Class 15 contains 165751 members 
Mstep: Class 16 contains 163756 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23561 members 
Mstep: Class 20 contains 56789 members 
Mstep: Class 21 contains 160379 members 
Mstep: Class 22 contains 76587 members 
Mstep: Class 23 contains 154247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180405824.000000 Penalty: 80642.937500
Iteration 106Q: 24 clusters Score -1.804058e+08 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 161607 members 
Mstep: Class 2 contains 2745 members 
Mstep: Class 3 contains 890 members 
Mstep: Class 4 contains 173199 members 
Mstep: Class 5 contains 3181 members 
Mstep: Class 6 contains 36628 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 5253 members 
Mstep: Class 10 contains 5897 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169778 members 
Mstep: Class 13 contains 1995 members 
Mstep: Class 14 contains 13591 members 
Mstep: Class 15 contains 165764 members 
Mstep: Class 16 contains 163790 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23569 members 
Mstep: Class 20 contains 56726 members 
Mstep: Class 21 contains 160392 members 
Mstep: Class 22 contains 76695 members 
Mstep: Class 23 contains 154156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180406256.000000 Penalty: 80642.937500
Iteration 107Q: 24 clusters Score -1.804063e+08 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 161546 members 
Mstep: Class 2 contains 2747 members 
Mstep: Class 3 contains 890 members 
Mstep: Class 4 contains 173063 members 
Mstep: Class 5 contains 3181 members 
Mstep: Class 6 contains 36803 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 5264 members 
Mstep: Class 10 contains 5911 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169767 members 
Mstep: Class 13 contains 1995 members 
Mstep: Class 14 contains 13471 members 
Mstep: Class 15 contains 165764 members 
Mstep: Class 16 contains 163830 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23580 members 
Mstep: Class 20 contains 56651 members 
Mstep: Class 21 contains 160437 members 
Mstep: Class 22 contains 76819 members 
Mstep: Class 23 contains 154137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180406944.000000 Penalty: 80642.937500
Iteration 108Q: 24 clusters Score -1.804069e+08 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 161557 members 
Mstep: Class 2 contains 2747 members 
Mstep: Class 3 contains 891 members 
Mstep: Class 4 contains 172974 members 
Mstep: Class 5 contains 3180 members 
Mstep: Class 6 contains 36975 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 5275 members 
Mstep: Class 10 contains 5927 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169723 members 
Mstep: Class 13 contains 1995 members 
Mstep: Class 14 contains 13383 members 
Mstep: Class 15 contains 165770 members 
Mstep: Class 16 contains 163833 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23613 members 
Mstep: Class 20 contains 56584 members 
Mstep: Class 21 contains 160398 members 
Mstep: Class 22 contains 76919 members 
Mstep: Class 23 contains 154113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180406608.000000 Penalty: 80642.937500
Iteration 109Q: 24 clusters Score -1.804066e+08 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 161500 members 
Mstep: Class 2 contains 2743 members 
Mstep: Class 3 contains 893 members 
Mstep: Class 4 contains 172892 members 
Mstep: Class 5 contains 3174 members 
Mstep: Class 6 contains 37175 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 5286 members 
Mstep: Class 10 contains 5941 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169658 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 13285 members 
Mstep: Class 15 contains 165744 members 
Mstep: Class 16 contains 163901 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23638 members 
Mstep: Class 20 contains 56506 members 
Mstep: Class 21 contains 160374 members 
Mstep: Class 22 contains 77038 members 
Mstep: Class 23 contains 154117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407424.000000 Penalty: 80642.937500
Iteration 110Q: 24 clusters Score -1.804074e+08 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 161433 members 
Mstep: Class 2 contains 2743 members 
Mstep: Class 3 contains 893 members 
Mstep: Class 4 contains 172831 members 
Mstep: Class 5 contains 3171 members 
Mstep: Class 6 contains 37363 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 1392 members 
Mstep: Class 9 contains 5292 members 
Mstep: Class 10 contains 5938 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169620 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 13164 members 
Mstep: Class 15 contains 165731 members 
Mstep: Class 16 contains 163960 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23663 members 
Mstep: Class 20 contains 56430 members 
Mstep: Class 21 contains 160307 members 
Mstep: Class 22 contains 77146 members 
Mstep: Class 23 contains 154176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407584.000000 Penalty: 80642.937500
Iteration 111Q: 24 clusters Score -1.804076e+08 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 161328 members 
Mstep: Class 2 contains 2741 members 
Mstep: Class 3 contains 893 members 
Mstep: Class 4 contains 172742 members 
Mstep: Class 5 contains 3169 members 
Mstep: Class 6 contains 37551 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 1397 members 
Mstep: Class 9 contains 5301 members 
Mstep: Class 10 contains 5938 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169600 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 13056 members 
Mstep: Class 15 contains 165749 members 
Mstep: Class 16 contains 164048 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23688 members 
Mstep: Class 20 contains 56361 members 
Mstep: Class 21 contains 160211 members 
Mstep: Class 22 contains 77285 members 
Mstep: Class 23 contains 154195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407056.000000 Penalty: 80642.937500
Iteration 112Q: 24 clusters Score -1.804071e+08 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 161196 members 
Mstep: Class 2 contains 2737 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 172687 members 
Mstep: Class 5 contains 3165 members 
Mstep: Class 6 contains 37729 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 1395 members 
Mstep: Class 9 contains 5313 members 
Mstep: Class 10 contains 5939 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169627 members 
Mstep: Class 13 contains 1994 members 
Mstep: Class 14 contains 12940 members 
Mstep: Class 15 contains 165758 members 
Mstep: Class 16 contains 164113 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23717 members 
Mstep: Class 20 contains 56286 members 
Mstep: Class 21 contains 160091 members 
Mstep: Class 22 contains 77404 members 
Mstep: Class 23 contains 154262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407024.000000 Penalty: 80642.937500
Iteration 113Q: 24 clusters Score -1.80407e+08 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 161095 members 
Mstep: Class 2 contains 2740 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 172608 members 
Mstep: Class 5 contains 3163 members 
Mstep: Class 6 contains 37909 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 1391 members 
Mstep: Class 9 contains 5331 members 
Mstep: Class 10 contains 5916 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169638 members 
Mstep: Class 13 contains 1995 members 
Mstep: Class 14 contains 12840 members 
Mstep: Class 15 contains 165744 members 
Mstep: Class 16 contains 164168 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23730 members 
Mstep: Class 20 contains 56238 members 
Mstep: Class 21 contains 160000 members 
Mstep: Class 22 contains 77521 members 
Mstep: Class 23 contains 154326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407200.000000 Penalty: 80642.937500
Iteration 114Q: 24 clusters Score -1.804072e+08 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 161022 members 
Mstep: Class 2 contains 2747 members 
Mstep: Class 3 contains 893 members 
Mstep: Class 4 contains 172551 members 
Mstep: Class 5 contains 3160 members 
Mstep: Class 6 contains 38085 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 5344 members 
Mstep: Class 10 contains 5915 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169666 members 
Mstep: Class 13 contains 1995 members 
Mstep: Class 14 contains 12734 members 
Mstep: Class 15 contains 165734 members 
Mstep: Class 16 contains 164232 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23737 members 
Mstep: Class 20 contains 56190 members 
Mstep: Class 21 contains 159880 members 
Mstep: Class 22 contains 77606 members 
Mstep: Class 23 contains 154363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407152.000000 Penalty: 80642.937500
Iteration 115Q: 24 clusters Score -1.804072e+08 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 160977 members 
Mstep: Class 2 contains 2756 members 
Mstep: Class 3 contains 893 members 
Mstep: Class 4 contains 172493 members 
Mstep: Class 5 contains 3160 members 
Mstep: Class 6 contains 38270 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 1395 members 
Mstep: Class 9 contains 5356 members 
Mstep: Class 10 contains 5915 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169665 members 
Mstep: Class 13 contains 1995 members 
Mstep: Class 14 contains 12634 members 
Mstep: Class 15 contains 165715 members 
Mstep: Class 16 contains 164279 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23748 members 
Mstep: Class 20 contains 56127 members 
Mstep: Class 21 contains 159804 members 
Mstep: Class 22 contains 77694 members 
Mstep: Class 23 contains 154371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407376.000000 Penalty: 80642.937500
Iteration 116Q: 24 clusters Score -1.804074e+08 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 160936 members 
Mstep: Class 2 contains 2760 members 
Mstep: Class 3 contains 893 members 
Mstep: Class 4 contains 172409 members 
Mstep: Class 5 contains 3160 members 
Mstep: Class 6 contains 38459 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 1394 members 
Mstep: Class 9 contains 5368 members 
Mstep: Class 10 contains 5908 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169660 members 
Mstep: Class 13 contains 1995 members 
Mstep: Class 14 contains 12551 members 
Mstep: Class 15 contains 165707 members 
Mstep: Class 16 contains 164299 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23766 members 
Mstep: Class 20 contains 56033 members 
Mstep: Class 21 contains 159796 members 
Mstep: Class 22 contains 77783 members 
Mstep: Class 23 contains 154370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407088.000000 Penalty: 80642.937500
Iteration 117Q: 24 clusters Score -1.804071e+08 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 160909 members 
Mstep: Class 2 contains 2763 members 
Mstep: Class 3 contains 893 members 
Mstep: Class 4 contains 172307 members 
Mstep: Class 5 contains 3160 members 
Mstep: Class 6 contains 38642 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 1395 members 
Mstep: Class 9 contains 5381 members 
Mstep: Class 10 contains 5901 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169678 members 
Mstep: Class 13 contains 1995 members 
Mstep: Class 14 contains 12441 members 
Mstep: Class 15 contains 165713 members 
Mstep: Class 16 contains 164292 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23784 members 
Mstep: Class 20 contains 55937 members 
Mstep: Class 21 contains 159759 members 
Mstep: Class 22 contains 77852 members 
Mstep: Class 23 contains 154445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180406848.000000 Penalty: 80642.937500
Iteration 118Q: 24 clusters Score -1.804068e+08 nChanged 2804
Entering ConstructFrom: 
Score: -180406848.000000 Penalty: 80642.937500
Entering ConstructFrom: 
Trying to split cluster 1 (160927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160927 members 
Entering Unmasked Estep 
Score: -21332582.000000 Penalty: 2973.199219
	Iteration 0F: 2 clusters Score -2.133258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80369 members 
Mstep: Class 2 contains 80558 members 
Entering Unmasked Estep 
Score: -21226992.000000 Penalty: 5946.398438
	Iteration 0F: 3 clusters Score -2.122699e+07 nChanged 77080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79855 members 
Mstep: Class 2 contains 81072 members 
Entering Unmasked Estep 
Score: -21271346.000000 Penalty: 5946.398438
	Iteration 1F: 3 clusters Score -2.127135e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79288 members 
Mstep: Class 2 contains 81639 members 
Entering Unmasked Estep 
Score: -21272264.000000 Penalty: 5946.398438
	Iteration 2Q: 3 clusters Score -2.127226e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78445 members 
Mstep: Class 2 contains 82482 members 
Entering Unmasked Estep 
Score: -21273410.000000 Penalty: 5946.398438
	Iteration 3Q: 3 clusters Score -2.127341e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77242 members 
Mstep: Class 2 contains 83685 members 
Entering Unmasked Estep 
Score: -21274714.000000 Penalty: 5946.398438
	Iteration 4Q: 3 clusters Score -2.127471e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75687 members 
Mstep: Class 2 contains 85240 members 
Entering Unmasked Estep 
Score: -21276382.000000 Penalty: 5946.398438
	Iteration 5Q: 3 clusters Score -2.127638e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73469 members 
Mstep: Class 2 contains 87458 members 
Entering Unmasked Estep 
Score: -21278898.000000 Penalty: 5946.398438
	Iteration 6Q: 3 clusters Score -2.12789e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70409 members 
Mstep: Class 2 contains 90518 members 
Entering Unmasked Estep 
Score: -21282482.000000 Penalty: 5946.398438
	Iteration 7Q: 3 clusters Score -2.128248e+07 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66769 members 
Mstep: Class 2 contains 94158 members 
Entering Unmasked Estep 
Score: -21288578.000000 Penalty: 5946.398438
	Iteration 8F: 3 clusters Score -2.128858e+07 nChanged 9986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 97846 members 
Entering Unmasked Estep 
Score: -21296042.000000 Penalty: 5946.398438
	Iteration 9F: 3 clusters Score -2.129604e+07 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60359 members 
Mstep: Class 2 contains 100568 members 
Entering Unmasked Estep 
Score: -21302116.000000 Penalty: 5946.398438
	Iteration 10F: 3 clusters Score -2.130212e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 102468 members 
Entering Unmasked Estep 
Score: -21305284.000000 Penalty: 5946.398438
	Iteration 11Q: 3 clusters Score -2.130528e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56870 members 
Mstep: Class 2 contains 104057 members 
Entering Unmasked Estep 
Score: -21306548.000000 Penalty: 5946.398438
	Iteration 12Q: 3 clusters Score -2.130655e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 105557 members 
Entering Unmasked Estep 
Score: -21307166.000000 Penalty: 5946.398438
	Iteration 13Q: 3 clusters Score -2.130717e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 107062 members 
Entering Unmasked Estep 
Score: -21307538.000000 Penalty: 5946.398438
	Iteration 14Q: 3 clusters Score -2.130754e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 108666 members 
Entering Unmasked Estep 
Score: -21307998.000000 Penalty: 5946.398438
	Iteration 15Q: 3 clusters Score -2.1308e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 110345 members 
Entering Unmasked Estep 
Score: -21308572.000000 Penalty: 5946.398438
	Iteration 16Q: 3 clusters Score -2.130857e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 112181 members 
Entering Unmasked Estep 
Score: -21309120.000000 Penalty: 5946.398438
	Iteration 17Q: 3 clusters Score -2.130912e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 114172 members 
Entering Unmasked Estep 
Score: -21309856.000000 Penalty: 5946.398438
	Iteration 18Q: 3 clusters Score -2.130986e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 116268 members 
Entering Unmasked Estep 
Score: -21310586.000000 Penalty: 5946.398438
	Iteration 19Q: 3 clusters Score -2.131059e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 118461 members 
Entering Unmasked Estep 
Score: -21311354.000000 Penalty: 5946.398438
	Iteration 20F: 3 clusters Score -2.131135e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 120793 members 
Entering Unmasked Estep 
Score: -21312154.000000 Penalty: 5946.398438
	Iteration 21Q: 3 clusters Score -2.131215e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 123266 members 
Entering Unmasked Estep 
Score: -21313002.000000 Penalty: 5946.398438
	Iteration 22Q: 3 clusters Score -2.1313e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 125820 members 
Entering Unmasked Estep 
Score: -21313968.000000 Penalty: 5946.398438
	Iteration 23Q: 3 clusters Score -2.131397e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 128370 members 
Entering Unmasked Estep 
Score: -21314866.000000 Penalty: 5946.398438
	Iteration 24Q: 3 clusters Score -2.131487e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 131023 members 
Entering Unmasked Estep 
Score: -21316004.000000 Penalty: 5946.398438
	Iteration 25Q: 3 clusters Score -2.1316e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 133790 members 
Entering Unmasked Estep 
Score: -21317180.000000 Penalty: 5946.398438
	Iteration 26Q: 3 clusters Score -2.131718e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 136591 members 
Entering Unmasked Estep 
Score: -21318482.000000 Penalty: 5946.398438
	Iteration 27Q: 3 clusters Score -2.131848e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 139403 members 
Entering Unmasked Estep 
Score: -21319686.000000 Penalty: 5946.398438
	Iteration 28Q: 3 clusters Score -2.131969e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 142118 members 
Entering Unmasked Estep 
Score: -21321322.000000 Penalty: 5946.398438
	Iteration 29Q: 3 clusters Score -2.132132e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 144744 members 
Entering Unmasked Estep 
Score: -21322788.000000 Penalty: 5946.398438
	Iteration 30Q: 3 clusters Score -2.132279e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 147243 members 
Entering Unmasked Estep 
Score: -21324152.000000 Penalty: 5946.398438
	Iteration 31Q: 3 clusters Score -2.132415e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 149585 members 
Entering Unmasked Estep 
Score: -21325480.000000 Penalty: 5946.398438
	Iteration 32Q: 3 clusters Score -2.132548e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 151641 members 
Entering Unmasked Estep 
Score: -21326660.000000 Penalty: 5946.398438
	Iteration 33Q: 3 clusters Score -2.132666e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 153452 members 
Entering Unmasked Estep 
Score: -21327750.000000 Penalty: 5946.398438
	Iteration 34Q: 3 clusters Score -2.132775e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 154985 members 
Entering Unmasked Estep 
Score: -21328426.000000 Penalty: 5946.398438
	Iteration 35Q: 3 clusters Score -2.132843e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 156281 members 
Entering Unmasked Estep 
Score: -21328950.000000 Penalty: 5946.398438
	Iteration 36Q: 3 clusters Score -2.132895e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 157333 members 
Entering Unmasked Estep 
Score: -21329362.000000 Penalty: 5946.398438
	Iteration 37Q: 3 clusters Score -2.132936e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 158105 members 
Entering Unmasked Estep 
Score: -21329594.000000 Penalty: 5946.398438
	Iteration 38Q: 3 clusters Score -2.132959e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 158683 members 
Entering Unmasked Estep 
Score: -21329938.000000 Penalty: 5946.398438
	Iteration 39Q: 3 clusters Score -2.132994e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 159079 members 
Entering Unmasked Estep 
Score: -21330058.000000 Penalty: 5946.398438
	Iteration 40F: 3 clusters Score -2.133006e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 159383 members 
Entering Unmasked Estep 
Score: -21330094.000000 Penalty: 5946.398438
	Iteration 41Q: 3 clusters Score -2.133009e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 159593 members 
Entering Unmasked Estep 
Score: -21330176.000000 Penalty: 5946.398438
	Iteration 42Q: 3 clusters Score -2.133018e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 159759 members 
Entering Unmasked Estep 
Score: -21330206.000000 Penalty: 5946.398438
	Iteration 43Q: 3 clusters Score -2.133021e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 159862 members 
Entering Unmasked Estep 
Score: -21330232.000000 Penalty: 5946.398438
	Iteration 44Q: 3 clusters Score -2.133023e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 159935 members 
Entering Unmasked Estep 
Score: -21330226.000000 Penalty: 5946.398438
	Iteration 45Q: 3 clusters Score -2.133023e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 159992 members 
Entering Unmasked Estep 
Score: -21330210.000000 Penalty: 5946.398438
	Iteration 46Q: 3 clusters Score -2.133021e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 160034 members 
Entering Unmasked Estep 
Score: -21330224.000000 Penalty: 5946.398438
	Iteration 47Q: 3 clusters Score -2.133022e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 160064 members 
Entering Unmasked Estep 
Score: -21330228.000000 Penalty: 5946.398438
	Iteration 48Q: 3 clusters Score -2.133023e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 160087 members 
Entering Unmasked Estep 
Score: -21330242.000000 Penalty: 5946.398438
	Iteration 49Q: 3 clusters Score -2.133024e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 160104 members 
Entering Unmasked Estep 
Score: -21330228.000000 Penalty: 5946.398438
	Iteration 50Q: 3 clusters Score -2.133023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 160112 members 
Entering Unmasked Estep 
Score: -21330228.000000 Penalty: 5946.398438
	Iteration 51Q: 3 clusters Score -2.133023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 160118 members 
Entering Unmasked Estep 
Score: -21330236.000000 Penalty: 5946.398438
	Iteration 52Q: 3 clusters Score -2.133024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 160124 members 
Entering Unmasked Estep 
Score: -21330252.000000 Penalty: 5946.398438
	Iteration 53Q: 3 clusters Score -2.133025e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 160139 members 
Entering Unmasked Estep 
Score: -21330230.000000 Penalty: 5946.398438
	Iteration 54Q: 3 clusters Score -2.133023e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 160148 members 
Entering Unmasked Estep 
Score: -21330222.000000 Penalty: 5946.398438
	Iteration 55Q: 3 clusters Score -2.133022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 160153 members 
Entering Unmasked Estep 
Score: -21330220.000000 Penalty: 5946.398438
	Iteration 56Q: 3 clusters Score -2.133022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 160160 members 
Entering Unmasked Estep 
Score: -21330216.000000 Penalty: 5946.398438
	Iteration 57Q: 3 clusters Score -2.133022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 160166 members 
Entering Unmasked Estep 
Score: -21330224.000000 Penalty: 5946.398438
	Iteration 58Q: 3 clusters Score -2.133022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 160169 members 
Entering Unmasked Estep 
Score: -21330218.000000 Penalty: 5946.398438
	Iteration 59Q: 3 clusters Score -2.133022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 160174 members 
Entering Unmasked Estep 
Score: -21330218.000000 Penalty: 5946.398438
	Iteration 60F: 3 clusters Score -2.133022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 160175 members 
Entering Unmasked Estep 
Score: -21330226.000000 Penalty: 5946.398438
	Iteration 61Q: 3 clusters Score -2.133023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 160181 members 
Entering Unmasked Estep 
Score: -21330220.000000 Penalty: 5946.398438
	Iteration 62Q: 3 clusters Score -2.133022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 160189 members 
Entering Unmasked Estep 
Score: -21330226.000000 Penalty: 5946.398438
	Iteration 63Q: 3 clusters Score -2.133023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 160192 members 
Entering Unmasked Estep 
Score: -21330214.000000 Penalty: 5946.398438
	Iteration 64Q: 3 clusters Score -2.133021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 160194 members 
Entering Unmasked Estep 
Score: -21330220.000000 Penalty: 5946.398438
	Iteration 65Q: 3 clusters Score -2.133022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 160198 members 
Entering Unmasked Estep 
Score: -21330212.000000 Penalty: 5946.398438
	Iteration 66Q: 3 clusters Score -2.133021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 160201 members 
Entering Unmasked Estep 
Score: -21330214.000000 Penalty: 5946.398438
	Iteration 67Q: 3 clusters Score -2.133021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 160203 members 
Entering Unmasked Estep 
Score: -21330204.000000 Penalty: 5946.398438
	Iteration 68Q: 3 clusters Score -2.13302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 160207 members 
Entering Unmasked Estep 
Score: -21330214.000000 Penalty: 5946.398438
	Iteration 69Q: 3 clusters Score -2.133021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 160209 members 
Entering Unmasked Estep 
Score: -21330208.000000 Penalty: 5946.398438
	Iteration 70Q: 3 clusters Score -2.133021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 160214 members 
Entering Unmasked Estep 
Score: -21330198.000000 Penalty: 5946.398438
	Iteration 71Q: 3 clusters Score -2.13302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 160215 members 
Entering Unmasked Estep 
Score: -21330206.000000 Penalty: 5946.398438
	Iteration 72Q: 3 clusters Score -2.133021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 160217 members 
Entering Unmasked Estep 
Score: -21330202.000000 Penalty: 5946.398438
	Iteration 73Q: 3 clusters Score -2.13302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 160222 members 
Entering Unmasked Estep 
Score: -21330216.000000 Penalty: 5946.398438
	Iteration 74Q: 3 clusters Score -2.133022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 160232 members 
Entering Unmasked Estep 
Score: -21330224.000000 Penalty: 5946.398438
	Iteration 75Q: 3 clusters Score -2.133022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 160234 members 
Entering Unmasked Estep 
Score: -21330224.000000 Penalty: 5946.398438
	Iteration 76Q: 3 clusters Score -2.133022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 160237 members 
Entering Unmasked Estep 
Score: -21330218.000000 Penalty: 5946.398438
	Iteration 77Q: 3 clusters Score -2.133022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 160238 members 
Entering Unmasked Estep 
Score: -21330216.000000 Penalty: 5946.398438
	Iteration 78Q: 3 clusters Score -2.133022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 160242 members 
Entering Unmasked Estep 
Score: -21330212.000000 Penalty: 5946.398438
	Iteration 79Q: 3 clusters Score -2.133021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 160242 members 
Entering Unmasked Estep 
Score: -21330210.000000 Penalty: 5946.398438
	Iteration 80F: 3 clusters Score -2.133021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 160244 members 
Entering Unmasked Estep 
Score: -21330212.000000 Penalty: 5946.398438
	Iteration 81Q: 3 clusters Score -2.133021e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 160244 members 
Entering Unmasked Estep 
Score: -21330212.000000 Penalty: 5946.398438
	Iteration 82F: 3 clusters Score -2.133021e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Entering Unmasked Estep 
Score: -359978.562500 Penalty: 1964.810669
	Iteration 0F: 2 clusters Score -359978.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -356895.843750 Penalty: 3929.621338
	Iteration 0F: 3 clusters Score -356895.8 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -357745.625000 Penalty: 3929.621338
	Iteration 1F: 3 clusters Score -357745.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -358159.718750 Penalty: 3929.621338
	Iteration 2F: 3 clusters Score -358159.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -358408.968750 Penalty: 3929.621338
	Iteration 3F: 3 clusters Score -358409 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -358571.812500 Penalty: 3929.621338
	Iteration 4F: 3 clusters Score -358571.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -358687.625000 Penalty: 3929.621338
	Iteration 5Q: 3 clusters Score -358687.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -358775.968750 Penalty: 3929.621338
	Iteration 6Q: 3 clusters Score -358776 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -358847.062500 Penalty: 3929.621338
	Iteration 7Q: 3 clusters Score -358847.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -358890.343750 Penalty: 3929.621338
	Iteration 8Q: 3 clusters Score -358890.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -358919.062500 Penalty: 3929.621338
	Iteration 9Q: 3 clusters Score -358919.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -358942.781250 Penalty: 3929.621338
	Iteration 10Q: 3 clusters Score -358942.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -358971.125000 Penalty: 3929.621338
	Iteration 11Q: 3 clusters Score -358971.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -359006.062500 Penalty: 3929.621338
	Iteration 12Q: 3 clusters Score -359006.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -359034.937500 Penalty: 3929.621338
	Iteration 13Q: 3 clusters Score -359034.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -359078.843750 Penalty: 3929.621338
	Iteration 14Q: 3 clusters Score -359078.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -359098.750000 Penalty: 3929.621338
	Iteration 15Q: 3 clusters Score -359098.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -359114.750000 Penalty: 3929.621338
	Iteration 16Q: 3 clusters Score -359114.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -359126.156250 Penalty: 3929.621338
	Iteration 17Q: 3 clusters Score -359126.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -359136.156250 Penalty: 3929.621338
	Iteration 18Q: 3 clusters Score -359136.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -359153.656250 Penalty: 3929.621338
	Iteration 19Q: 3 clusters Score -359153.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -359166.531250 Penalty: 3929.621338
	Iteration 20F: 3 clusters Score -359166.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -359183.093750 Penalty: 3929.621338
	Iteration 21Q: 3 clusters Score -359183.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -359190.718750 Penalty: 3929.621338
	Iteration 22Q: 3 clusters Score -359190.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -359194.718750 Penalty: 3929.621338
	Iteration 23Q: 3 clusters Score -359194.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -359195.718750 Penalty: 3929.621338
	Iteration 24Q: 3 clusters Score -359195.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -359197.250000 Penalty: 3929.621338
	Iteration 25Q: 3 clusters Score -359197.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -359197.250000 Penalty: 3929.621338
	Iteration 26F: 3 clusters Score -359197.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -117560.421875 Penalty: 1685.335083
	Iteration 0F: 2 clusters Score -117560.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -115706.210938 Penalty: 3370.670166
	Iteration 0F: 3 clusters Score -115706.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -116013.015625 Penalty: 3370.670166
	Iteration 1F: 3 clusters Score -116013 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -116172.187500 Penalty: 3370.670166
	Iteration 2F: 3 clusters Score -116172.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -116276.421875 Penalty: 3370.670166
	Iteration 3F: 3 clusters Score -116276.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -116361.648438 Penalty: 3370.670166
	Iteration 4Q: 3 clusters Score -116361.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -116433.468750 Penalty: 3370.670166
	Iteration 5Q: 3 clusters Score -116433.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -116501.023438 Penalty: 3370.670166
	Iteration 6Q: 3 clusters Score -116501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -116569.109375 Penalty: 3370.670166
	Iteration 7Q: 3 clusters Score -116569.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -116628.750000 Penalty: 3370.670166
	Iteration 8Q: 3 clusters Score -116628.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -116675.601562 Penalty: 3370.670166
	Iteration 9Q: 3 clusters Score -116675.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -116694.578125 Penalty: 3370.670166
	Iteration 10Q: 3 clusters Score -116694.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -116704.734375 Penalty: 3370.670166
	Iteration 11Q: 3 clusters Score -116704.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -116711.984375 Penalty: 3370.670166
	Iteration 12Q: 3 clusters Score -116712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -116719.593750 Penalty: 3370.670166
	Iteration 13Q: 3 clusters Score -116719.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -116726.390625 Penalty: 3370.670166
	Iteration 14Q: 3 clusters Score -116726.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -116748.593750 Penalty: 3370.670166
	Iteration 15Q: 3 clusters Score -116748.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -116754.679688 Penalty: 3370.670166
	Iteration 16Q: 3 clusters Score -116754.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -116764.445312 Penalty: 3370.670166
	Iteration 17Q: 3 clusters Score -116764.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -116772.281250 Penalty: 3370.670166
	Iteration 18Q: 3 clusters Score -116772.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -116786.507812 Penalty: 3370.670166
	Iteration 19Q: 3 clusters Score -116786.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -116794.320312 Penalty: 3370.670166
	Iteration 20F: 3 clusters Score -116794.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -116795.851562 Penalty: 3370.670166
	Iteration 21Q: 3 clusters Score -116795.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -116798.992188 Penalty: 3370.670166
	Iteration 22Q: 3 clusters Score -116799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -116798.992188 Penalty: 3370.670166
	Iteration 23F: 3 clusters Score -116799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (172238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172238 members 
Entering Unmasked Estep 
Score: -22851078.000000 Penalty: 2990.044922
	Iteration 0F: 2 clusters Score -2.285108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85980 members 
Mstep: Class 2 contains 86258 members 
Entering Unmasked Estep 
Score: -22737834.000000 Penalty: 5980.089844
	Iteration 0F: 3 clusters Score -2.273783e+07 nChanged 82254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85700 members 
Mstep: Class 2 contains 86538 members 
Entering Unmasked Estep 
Score: -22784964.000000 Penalty: 5980.089844
	Iteration 1F: 3 clusters Score -2.278496e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85894 members 
Mstep: Class 2 contains 86344 members 
Entering Unmasked Estep 
Score: -22786034.000000 Penalty: 5980.089844
	Iteration 2Q: 3 clusters Score -2.278603e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86273 members 
Mstep: Class 2 contains 85965 members 
Entering Unmasked Estep 
Score: -22787146.000000 Penalty: 5980.089844
	Iteration 3Q: 3 clusters Score -2.278715e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86901 members 
Mstep: Class 2 contains 85337 members 
Entering Unmasked Estep 
Score: -22788918.000000 Penalty: 5980.089844
	Iteration 4Q: 3 clusters Score -2.278892e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87877 members 
Mstep: Class 2 contains 84361 members 
Entering Unmasked Estep 
Score: -22791340.000000 Penalty: 5980.089844
	Iteration 5Q: 3 clusters Score -2.279134e+07 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89157 members 
Mstep: Class 2 contains 83081 members 
Entering Unmasked Estep 
Score: -22794766.000000 Penalty: 5980.089844
	Iteration 6Q: 3 clusters Score -2.279477e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90446 members 
Mstep: Class 2 contains 81792 members 
Entering Unmasked Estep 
Score: -22798052.000000 Penalty: 5980.089844
	Iteration 7F: 3 clusters Score -2.279805e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91673 members 
Mstep: Class 2 contains 80565 members 
Entering Unmasked Estep 
Score: -22801528.000000 Penalty: 5980.089844
	Iteration 8F: 3 clusters Score -2.280153e+07 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92740 members 
Mstep: Class 2 contains 79498 members 
Entering Unmasked Estep 
Score: -22804644.000000 Penalty: 5980.089844
	Iteration 9Q: 3 clusters Score -2.280464e+07 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93696 members 
Mstep: Class 2 contains 78542 members 
Entering Unmasked Estep 
Score: -22806938.000000 Penalty: 5980.089844
	Iteration 10Q: 3 clusters Score -2.280694e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94627 members 
Mstep: Class 2 contains 77611 members 
Entering Unmasked Estep 
Score: -22808616.000000 Penalty: 5980.089844
	Iteration 11Q: 3 clusters Score -2.280862e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95580 members 
Mstep: Class 2 contains 76658 members 
Entering Unmasked Estep 
Score: -22809704.000000 Penalty: 5980.089844
	Iteration 12Q: 3 clusters Score -2.28097e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96736 members 
Mstep: Class 2 contains 75502 members 
Entering Unmasked Estep 
Score: -22810410.000000 Penalty: 5980.089844
	Iteration 13Q: 3 clusters Score -2.281041e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98139 members 
Mstep: Class 2 contains 74099 members 
Entering Unmasked Estep 
Score: -22810822.000000 Penalty: 5980.089844
	Iteration 14Q: 3 clusters Score -2.281082e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99807 members 
Mstep: Class 2 contains 72431 members 
Entering Unmasked Estep 
Score: -22811188.000000 Penalty: 5980.089844
	Iteration 15Q: 3 clusters Score -2.281119e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101812 members 
Mstep: Class 2 contains 70426 members 
Entering Unmasked Estep 
Score: -22811498.000000 Penalty: 5980.089844
	Iteration 16Q: 3 clusters Score -2.28115e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104308 members 
Mstep: Class 2 contains 67930 members 
Entering Unmasked Estep 
Score: -22811952.000000 Penalty: 5980.089844
	Iteration 17Q: 3 clusters Score -2.281195e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107437 members 
Mstep: Class 2 contains 64801 members 
Entering Unmasked Estep 
Score: -22812700.000000 Penalty: 5980.089844
	Iteration 18Q: 3 clusters Score -2.28127e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111306 members 
Mstep: Class 2 contains 60932 members 
Entering Unmasked Estep 
Score: -22813396.000000 Penalty: 5980.089844
	Iteration 19Q: 3 clusters Score -2.28134e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116232 members 
Mstep: Class 2 contains 56006 members 
Entering Unmasked Estep 
Score: -22814848.000000 Penalty: 5980.089844
	Iteration 20F: 3 clusters Score -2.281485e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122331 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -22817216.000000 Penalty: 5980.089844
	Iteration 21Q: 3 clusters Score -2.281722e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129635 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -22820610.000000 Penalty: 5980.089844
	Iteration 22Q: 3 clusters Score -2.282061e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138009 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -22825286.000000 Penalty: 5980.089844
	Iteration 23Q: 3 clusters Score -2.282529e+07 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146821 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -22830904.000000 Penalty: 5980.089844
	Iteration 24F: 3 clusters Score -2.28309e+07 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155274 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -22837184.000000 Penalty: 5980.089844
	Iteration 25Q: 3 clusters Score -2.283718e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162196 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -22842208.000000 Penalty: 5980.089844
	Iteration 26Q: 3 clusters Score -2.284221e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166902 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -22845482.000000 Penalty: 5980.089844
	Iteration 27Q: 3 clusters Score -2.284548e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169485 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -22847208.000000 Penalty: 5980.089844
	Iteration 28Q: 3 clusters Score -2.284721e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170710 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -22847970.000000 Penalty: 5980.089844
	Iteration 29Q: 3 clusters Score -2.284797e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171227 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -22848282.000000 Penalty: 5980.089844
	Iteration 30Q: 3 clusters Score -2.284828e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171472 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -22848430.000000 Penalty: 5980.089844
	Iteration 31Q: 3 clusters Score -2.284843e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171583 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -22848496.000000 Penalty: 5980.089844
	Iteration 32Q: 3 clusters Score -2.28485e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171629 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -22848480.000000 Penalty: 5980.089844
	Iteration 33Q: 3 clusters Score -2.284848e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171657 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -22848508.000000 Penalty: 5980.089844
	Iteration 34Q: 3 clusters Score -2.284851e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171679 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -22848538.000000 Penalty: 5980.089844
	Iteration 35Q: 3 clusters Score -2.284854e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171695 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -22848536.000000 Penalty: 5980.089844
	Iteration 36Q: 3 clusters Score -2.284854e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171709 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -22848576.000000 Penalty: 5980.089844
	Iteration 37Q: 3 clusters Score -2.284858e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171723 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -22848580.000000 Penalty: 5980.089844
	Iteration 38Q: 3 clusters Score -2.284858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171732 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -22848596.000000 Penalty: 5980.089844
	Iteration 39Q: 3 clusters Score -2.28486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171738 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -22848578.000000 Penalty: 5980.089844
	Iteration 40F: 3 clusters Score -2.284858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171744 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -22848606.000000 Penalty: 5980.089844
	Iteration 41Q: 3 clusters Score -2.284861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171753 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -22848604.000000 Penalty: 5980.089844
	Iteration 42Q: 3 clusters Score -2.28486e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171761 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -22848632.000000 Penalty: 5980.089844
	Iteration 43Q: 3 clusters Score -2.284863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171767 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -22848614.000000 Penalty: 5980.089844
	Iteration 44Q: 3 clusters Score -2.284861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171771 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -22848630.000000 Penalty: 5980.089844
	Iteration 45Q: 3 clusters Score -2.284863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171776 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -22848624.000000 Penalty: 5980.089844
	Iteration 46Q: 3 clusters Score -2.284862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171777 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -22848624.000000 Penalty: 5980.089844
	Iteration 47Q: 3 clusters Score -2.284862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171780 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -22848630.000000 Penalty: 5980.089844
	Iteration 48Q: 3 clusters Score -2.284863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171784 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -22848634.000000 Penalty: 5980.089844
	Iteration 49Q: 3 clusters Score -2.284863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171785 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -22848634.000000 Penalty: 5980.089844
	Iteration 50Q: 3 clusters Score -2.284863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171785 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -22848634.000000 Penalty: 5980.089844
	Iteration 51F: 3 clusters Score -2.284863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -417903.093750 Penalty: 1998.150879
	Iteration 0F: 2 clusters Score -417903.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -414578.812500 Penalty: 3996.301758
	Iteration 0F: 3 clusters Score -414578.8 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -415233.687500 Penalty: 3996.301758
	Iteration 1F: 3 clusters Score -415233.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -415411.656250 Penalty: 3996.301758
	Iteration 2F: 3 clusters Score -415411.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -415520.593750 Penalty: 3996.301758
	Iteration 3Q: 3 clusters Score -415520.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -415598.593750 Penalty: 3996.301758
	Iteration 4Q: 3 clusters Score -415598.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -415672.625000 Penalty: 3996.301758
	Iteration 5Q: 3 clusters Score -415672.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -415745.093750 Penalty: 3996.301758
	Iteration 6Q: 3 clusters Score -415745.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -415803.687500 Penalty: 3996.301758
	Iteration 7Q: 3 clusters Score -415803.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -415851.562500 Penalty: 3996.301758
	Iteration 8Q: 3 clusters Score -415851.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -415900.093750 Penalty: 3996.301758
	Iteration 9Q: 3 clusters Score -415900.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -415937.562500 Penalty: 3996.301758
	Iteration 10Q: 3 clusters Score -415937.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -415964.218750 Penalty: 3996.301758
	Iteration 11Q: 3 clusters Score -415964.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -415983.031250 Penalty: 3996.301758
	Iteration 12Q: 3 clusters Score -415983 nChanged 33
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: -415998.843750 Penalty: 3996.301758
	Iteration 13Q: 3 clusters Score -415998.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -416015.750000 Penalty: 3996.301758
	Iteration 14Q: 3 clusters Score -416015.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -416034.562500 Penalty: 3996.301758
	Iteration 15Q: 3 clusters Score -416034.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -416056.437500 Penalty: 3996.301758
	Iteration 16Q: 3 clusters Score -416056.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -416078.031250 Penalty: 3996.301758
	Iteration 17Q: 3 clusters Score -416078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -416100.218750 Penalty: 3996.301758
	Iteration 18Q: 3 clusters Score -416100.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -416119.468750 Penalty: 3996.301758
	Iteration 19Q: 3 clusters Score -416119.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -416138.031250 Penalty: 3996.301758
	Iteration 20F: 3 clusters Score -416138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -416155.968750 Penalty: 3996.301758
	Iteration 21Q: 3 clusters Score -416156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -416175.218750 Penalty: 3996.301758
	Iteration 22Q: 3 clusters Score -416175.2 nChanged 22
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: -416190.843750 Penalty: 3996.301758
	Iteration 23Q: 3 clusters Score -416190.8 nChanged 27
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: -416204.656250 Penalty: 3996.301758
	Iteration 24Q: 3 clusters Score -416204.7 nChanged 15
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: -416212.781250 Penalty: 3996.301758
	Iteration 25Q: 3 clusters Score -416212.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -416224.312500 Penalty: 3996.301758
	Iteration 26Q: 3 clusters Score -416224.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -416238.906250 Penalty: 3996.301758
	Iteration 27Q: 3 clusters Score -416238.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -416250.312500 Penalty: 3996.301758
	Iteration 28Q: 3 clusters Score -416250.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -416258.500000 Penalty: 3996.301758
	Iteration 29Q: 3 clusters Score -416258.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -416266.718750 Penalty: 3996.301758
	Iteration 30Q: 3 clusters Score -416266.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -416271.375000 Penalty: 3996.301758
	Iteration 31Q: 3 clusters Score -416271.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -416277.156250 Penalty: 3996.301758
	Iteration 32Q: 3 clusters Score -416277.2 nChanged 6
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: -416281.093750 Penalty: 3996.301758
	Iteration 33Q: 3 clusters Score -416281.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -416284.125000 Penalty: 3996.301758
	Iteration 34Q: 3 clusters Score -416284.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -416288.812500 Penalty: 3996.301758
	Iteration 35Q: 3 clusters Score -416288.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -416292.375000 Penalty: 3996.301758
	Iteration 36Q: 3 clusters Score -416292.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -416296.843750 Penalty: 3996.301758
	Iteration 37Q: 3 clusters Score -416296.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -416302.468750 Penalty: 3996.301758
	Iteration 38Q: 3 clusters Score -416302.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -416305.531250 Penalty: 3996.301758
	Iteration 39Q: 3 clusters Score -416305.5 nChanged 7
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: -416309.875000 Penalty: 3996.301758
	Iteration 40F: 3 clusters Score -416309.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -416313.593750 Penalty: 3996.301758
	Iteration 41Q: 3 clusters Score -416313.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -416314.718750 Penalty: 3996.301758
	Iteration 42Q: 3 clusters Score -416314.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -416317.218750 Penalty: 3996.301758
	Iteration 43Q: 3 clusters Score -416317.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -416319.125000 Penalty: 3996.301758
	Iteration 44Q: 3 clusters Score -416319.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -416319.312500 Penalty: 3996.301758
	Iteration 45Q: 3 clusters Score -416319.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -416320.531250 Penalty: 3996.301758
	Iteration 46Q: 3 clusters Score -416320.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -416322.125000 Penalty: 3996.301758
	Iteration 47Q: 3 clusters Score -416322.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -416323.750000 Penalty: 3996.301758
	Iteration 48Q: 3 clusters Score -416323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -416324.781250 Penalty: 3996.301758
	Iteration 49Q: 3 clusters Score -416324.8 nChanged 1
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: -416325.781250 Penalty: 3996.301758
	Iteration 50Q: 3 clusters Score -416325.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -416326.093750 Penalty: 3996.301758
	Iteration 51Q: 3 clusters Score -416326.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -416327.750000 Penalty: 3996.301758
	Iteration 52Q: 3 clusters Score -416327.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -416327.750000 Penalty: 3996.301758
	Iteration 53F: 3 clusters Score -416327.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Entering Unmasked Estep 
Score: -5245411.500000 Penalty: 2620.590332
	Iteration 0F: 2 clusters Score -5245412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -5218990.500000 Penalty: 5241.180664
	Iteration 0F: 3 clusters Score -5218990 nChanged 17772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -5228845.000000 Penalty: 5241.180664
	Iteration 1F: 3 clusters Score -5228845 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -5229301.000000 Penalty: 5241.180664
	Iteration 2Q: 3 clusters Score -5229301 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -5229777.000000 Penalty: 5241.180664
	Iteration 3Q: 3 clusters Score -5229777 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -5230322.500000 Penalty: 5241.180664
	Iteration 4Q: 3 clusters Score -5230322 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -5231024.500000 Penalty: 5241.180664
	Iteration 5Q: 3 clusters Score -5231024 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -5231866.500000 Penalty: 5241.180664
	Iteration 6Q: 3 clusters Score -5231866 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -5233074.500000 Penalty: 5241.180664
	Iteration 7Q: 3 clusters Score -5233074 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -5234694.500000 Penalty: 5241.180664
	Iteration 8F: 3 clusters Score -5234694 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -5236567.000000 Penalty: 5241.180664
	Iteration 9F: 3 clusters Score -5236567 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -5238452.000000 Penalty: 5241.180664
	Iteration 10F: 3 clusters Score -5238452 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -5239984.500000 Penalty: 5241.180664
	Iteration 11Q: 3 clusters Score -5239984 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -5241162.000000 Penalty: 5241.180664
	Iteration 12Q: 3 clusters Score -5241162 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5241968.000000 Penalty: 5241.180664
	Iteration 13Q: 3 clusters Score -5241968 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5242415.000000 Penalty: 5241.180664
	Iteration 14Q: 3 clusters Score -5242415 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5242702.500000 Penalty: 5241.180664
	Iteration 15Q: 3 clusters Score -5242702 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5242863.500000 Penalty: 5241.180664
	Iteration 16Q: 3 clusters Score -5242864 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5242967.500000 Penalty: 5241.180664
	Iteration 17Q: 3 clusters Score -5242968 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5243032.000000 Penalty: 5241.180664
	Iteration 18Q: 3 clusters Score -5243032 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5243085.000000 Penalty: 5241.180664
	Iteration 19Q: 3 clusters Score -5243085 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5243131.500000 Penalty: 5241.180664
	Iteration 20F: 3 clusters Score -5243132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -5243145.500000 Penalty: 5241.180664
	Iteration 21Q: 3 clusters Score -5243146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5243171.000000 Penalty: 5241.180664
	Iteration 22Q: 3 clusters Score -5243171 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5243187.500000 Penalty: 5241.180664
	Iteration 23Q: 3 clusters Score -5243188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5243196.500000 Penalty: 5241.180664
	Iteration 24Q: 3 clusters Score -5243196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5243211.500000 Penalty: 5241.180664
	Iteration 25Q: 3 clusters Score -5243212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5243213.000000 Penalty: 5241.180664
	Iteration 26Q: 3 clusters Score -5243213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5243220.000000 Penalty: 5241.180664
	Iteration 27Q: 3 clusters Score -5243220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5243222.000000 Penalty: 5241.180664
	Iteration 28Q: 3 clusters Score -5243222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5243227.500000 Penalty: 5241.180664
	Iteration 29Q: 3 clusters Score -5243228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5243231.000000 Penalty: 5241.180664
	Iteration 30Q: 3 clusters Score -5243231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5243236.000000 Penalty: 5241.180664
	Iteration 31Q: 3 clusters Score -5243236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5243236.000000 Penalty: 5241.180664
	Iteration 32F: 3 clusters Score -5243236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Entering Unmasked Estep 
Score: -137717.031250 Penalty: 1746.052979
	Iteration 0F: 2 clusters Score -137717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -135697.937500 Penalty: 3492.105957
	Iteration 0F: 3 clusters Score -135697.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -136175.484375 Penalty: 3492.105957
	Iteration 1F: 3 clusters Score -136175.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -136461.781250 Penalty: 3492.105957
	Iteration 2F: 3 clusters Score -136461.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -136754.968750 Penalty: 3492.105957
	Iteration 3F: 3 clusters Score -136755 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -137017.765625 Penalty: 3492.105957
	Iteration 4F: 3 clusters Score -137017.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -137171.406250 Penalty: 3492.105957
	Iteration 5Q: 3 clusters Score -137171.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -137262.109375 Penalty: 3492.105957
	Iteration 6Q: 3 clusters Score -137262.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -137401.906250 Penalty: 3492.105957
	Iteration 7Q: 3 clusters Score -137401.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -137685.562500 Penalty: 3492.105957
	Iteration 8Q: 3 clusters Score -137685.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -137879.546875 Penalty: 3492.105957
	Iteration 9F: 3 clusters Score -137879.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -137961.218750 Penalty: 3492.105957
	Iteration 10Q: 3 clusters Score -137961.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -138017.500000 Penalty: 3492.105957
	Iteration 11Q: 3 clusters Score -138017.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -138087.375000 Penalty: 3492.105957
	Iteration 12Q: 3 clusters Score -138087.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -138131.781250 Penalty: 3492.105957
	Iteration 13Q: 3 clusters Score -138131.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -138142.484375 Penalty: 3492.105957
	Iteration 14Q: 3 clusters Score -138142.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -138146.343750 Penalty: 3492.105957
	Iteration 15Q: 3 clusters Score -138146.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -138148.234375 Penalty: 3492.105957
	Iteration 16Q: 3 clusters Score -138148.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -138148.234375 Penalty: 3492.105957
	Iteration 17F: 3 clusters Score -138148.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 160927 members 
Mstep: Class 2 contains 2759 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 172238 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 38828 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 5888 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 169675 members 
Mstep: Class 13 contains 1995 members 
Mstep: Class 14 contains 12349 members 
Mstep: Class 15 contains 165691 members 
Mstep: Class 16 contains 164324 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23793 members 
Mstep: Class 20 contains 55836 members 
Mstep: Class 21 contains 159657 members 
Mstep: Class 22 contains 77901 members 
Mstep: Class 23 contains 154550 members 
Mstep: Class 24 contains 529 members 
Entering Unmasked Estep 
Score: -180405200.000000 Penalty: 84149.148438
Splitting cluster 7 changes total score from -180406848.000000 to -180405200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Entering Unmasked Estep 
Score: -176546.906250 Penalty: 1795.325317
	Iteration 0F: 2 clusters Score -176546.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -174320.765625 Penalty: 3590.650635
	Iteration 0F: 3 clusters Score -174320.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -174740.000000 Penalty: 3590.650635
	Iteration 1F: 3 clusters Score -174740 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -174896.531250 Penalty: 3590.650635
	Iteration 2F: 3 clusters Score -174896.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -174984.515625 Penalty: 3590.650635
	Iteration 3Q: 3 clusters Score -174984.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -175040.968750 Penalty: 3590.650635
	Iteration 4Q: 3 clusters Score -175041 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -175087.031250 Penalty: 3590.650635
	Iteration 5Q: 3 clusters Score -175087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -175122.218750 Penalty: 3590.650635
	Iteration 6Q: 3 clusters Score -175122.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -175149.156250 Penalty: 3590.650635
	Iteration 7Q: 3 clusters Score -175149.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -175168.750000 Penalty: 3590.650635
	Iteration 8Q: 3 clusters Score -175168.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -175181.390625 Penalty: 3590.650635
	Iteration 9Q: 3 clusters Score -175181.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -175196.265625 Penalty: 3590.650635
	Iteration 10Q: 3 clusters Score -175196.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -175219.671875 Penalty: 3590.650635
	Iteration 11Q: 3 clusters Score -175219.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -175245.125000 Penalty: 3590.650635
	Iteration 12Q: 3 clusters Score -175245.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -175253.609375 Penalty: 3590.650635
	Iteration 13Q: 3 clusters Score -175253.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -175256.218750 Penalty: 3590.650635
	Iteration 14Q: 3 clusters Score -175256.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -175258.828125 Penalty: 3590.650635
	Iteration 15Q: 3 clusters Score -175258.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -175261.078125 Penalty: 3590.650635
	Iteration 16Q: 3 clusters Score -175261.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -175263.781250 Penalty: 3590.650635
	Iteration 17Q: 3 clusters Score -175263.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -175269.375000 Penalty: 3590.650635
	Iteration 18Q: 3 clusters Score -175269.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -175272.531250 Penalty: 3590.650635
	Iteration 19Q: 3 clusters Score -175272.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -175277.156250 Penalty: 3590.650635
	Iteration 20F: 3 clusters Score -175277.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -175281.359375 Penalty: 3590.650635
	Iteration 21Q: 3 clusters Score -175281.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -175284.609375 Penalty: 3590.650635
	Iteration 22Q: 3 clusters Score -175284.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -175287.750000 Penalty: 3590.650635
	Iteration 23Q: 3 clusters Score -175287.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -175289.046875 Penalty: 3590.650635
	Iteration 24Q: 3 clusters Score -175289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -175295.578125 Penalty: 3590.650635
	Iteration 25Q: 3 clusters Score -175295.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -175301.359375 Penalty: 3590.650635
	Iteration 26Q: 3 clusters Score -175301.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -175306.375000 Penalty: 3590.650635
	Iteration 27Q: 3 clusters Score -175306.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -175310.265625 Penalty: 3590.650635
	Iteration 28Q: 3 clusters Score -175310.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -175310.906250 Penalty: 3590.650635
	Iteration 29Q: 3 clusters Score -175310.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -175311.156250 Penalty: 3590.650635
	Iteration 30Q: 3 clusters Score -175311.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -175311.156250 Penalty: 3590.650635
	Iteration 31F: 3 clusters Score -175311.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -681717.437500 Penalty: 2131.028564
	Iteration 0F: 2 clusters Score -681717.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -676946.312500 Penalty: 4262.057129
	Iteration 0F: 3 clusters Score -676946.3 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -678113.250000 Penalty: 4262.057129
	Iteration 1F: 3 clusters Score -678113.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -678437.000000 Penalty: 4262.057129
	Iteration 2F: 3 clusters Score -678437 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -678737.625000 Penalty: 4262.057129
	Iteration 3F: 3 clusters Score -678737.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -679059.875000 Penalty: 4262.057129
	Iteration 4F: 3 clusters Score -679059.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -679375.062500 Penalty: 4262.057129
	Iteration 5F: 3 clusters Score -679375.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -679624.875000 Penalty: 4262.057129
	Iteration 6F: 3 clusters Score -679624.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -679808.687500 Penalty: 4262.057129
	Iteration 7Q: 3 clusters Score -679808.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -679931.875000 Penalty: 4262.057129
	Iteration 8Q: 3 clusters Score -679931.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -679997.812500 Penalty: 4262.057129
	Iteration 9Q: 3 clusters Score -679997.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -680040.812500 Penalty: 4262.057129
	Iteration 10Q: 3 clusters Score -680040.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -680075.500000 Penalty: 4262.057129
	Iteration 11Q: 3 clusters Score -680075.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -680098.437500 Penalty: 4262.057129
	Iteration 12Q: 3 clusters Score -680098.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -680116.562500 Penalty: 4262.057129
	Iteration 13Q: 3 clusters Score -680116.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -680131.500000 Penalty: 4262.057129
	Iteration 14Q: 3 clusters Score -680131.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -680141.375000 Penalty: 4262.057129
	Iteration 15Q: 3 clusters Score -680141.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -680147.000000 Penalty: 4262.057129
	Iteration 16Q: 3 clusters Score -680147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -680155.312500 Penalty: 4262.057129
	Iteration 17Q: 3 clusters Score -680155.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -680161.000000 Penalty: 4262.057129
	Iteration 18Q: 3 clusters Score -680161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -680164.125000 Penalty: 4262.057129
	Iteration 19Q: 3 clusters Score -680164.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -680164.000000 Penalty: 4262.057129
	Iteration 20F: 3 clusters Score -680164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -680166.062500 Penalty: 4262.057129
	Iteration 21Q: 3 clusters Score -680166.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -680166.375000 Penalty: 4262.057129
	Iteration 22Q: 3 clusters Score -680166.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -680168.187500 Penalty: 4262.057129
	Iteration 23Q: 3 clusters Score -680168.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -680170.875000 Penalty: 4262.057129
	Iteration 24Q: 3 clusters Score -680170.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -680174.187500 Penalty: 4262.057129
	Iteration 25Q: 3 clusters Score -680174.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -680175.562500 Penalty: 4262.057129
	Iteration 26Q: 3 clusters Score -680175.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -680177.750000 Penalty: 4262.057129
	Iteration 27Q: 3 clusters Score -680177.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -680181.125000 Penalty: 4262.057129
	Iteration 28Q: 3 clusters Score -680181.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -680183.187500 Penalty: 4262.057129
	Iteration 29Q: 3 clusters Score -680183.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -680185.125000 Penalty: 4262.057129
	Iteration 30Q: 3 clusters Score -680185.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -680187.562500 Penalty: 4262.057129
	Iteration 31Q: 3 clusters Score -680187.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -680189.312500 Penalty: 4262.057129
	Iteration 32Q: 3 clusters Score -680189.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -680190.312500 Penalty: 4262.057129
	Iteration 33Q: 3 clusters Score -680190.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -680191.875000 Penalty: 4262.057129
	Iteration 34Q: 3 clusters Score -680191.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -680192.625000 Penalty: 4262.057129
	Iteration 35Q: 3 clusters Score -680192.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -680192.000000 Penalty: 4262.057129
	Iteration 36Q: 3 clusters Score -680192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -680192.000000 Penalty: 4262.057129
	Iteration 37F: 3 clusters Score -680192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Entering Unmasked Estep 
Score: -779060.375000 Penalty: 2152.806641
	Iteration 0F: 2 clusters Score -779060.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -773995.000000 Penalty: 4305.613281
	Iteration 0F: 3 clusters Score -773995 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -775229.687500 Penalty: 4305.613281
	Iteration 1F: 3 clusters Score -775229.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -775482.187500 Penalty: 4305.613281
	Iteration 2F: 3 clusters Score -775482.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -775656.625000 Penalty: 4305.613281
	Iteration 3F: 3 clusters Score -775656.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -775764.625000 Penalty: 4305.613281
	Iteration 4Q: 3 clusters Score -775764.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -775870.500000 Penalty: 4305.613281
	Iteration 5Q: 3 clusters Score -775870.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -775985.000000 Penalty: 4305.613281
	Iteration 6Q: 3 clusters Score -775985 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -776100.812500 Penalty: 4305.613281
	Iteration 7Q: 3 clusters Score -776100.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -776217.250000 Penalty: 4305.613281
	Iteration 8Q: 3 clusters Score -776217.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -776336.375000 Penalty: 4305.613281
	Iteration 9Q: 3 clusters Score -776336.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -776449.625000 Penalty: 4305.613281
	Iteration 10Q: 3 clusters Score -776449.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -776548.000000 Penalty: 4305.613281
	Iteration 11Q: 3 clusters Score -776548 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -776622.437500 Penalty: 4305.613281
	Iteration 12Q: 3 clusters Score -776622.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -776692.625000 Penalty: 4305.613281
	Iteration 13Q: 3 clusters Score -776692.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -776776.000000 Penalty: 4305.613281
	Iteration 14Q: 3 clusters Score -776776 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -776848.562500 Penalty: 4305.613281
	Iteration 15Q: 3 clusters Score -776848.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -776927.500000 Penalty: 4305.613281
	Iteration 16Q: 3 clusters Score -776927.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -776995.250000 Penalty: 4305.613281
	Iteration 17Q: 3 clusters Score -776995.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -777063.687500 Penalty: 4305.613281
	Iteration 18Q: 3 clusters Score -777063.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -777117.312500 Penalty: 4305.613281
	Iteration 19Q: 3 clusters Score -777117.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -777143.625000 Penalty: 4305.613281
	Iteration 20F: 3 clusters Score -777143.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -777161.562500 Penalty: 4305.613281
	Iteration 21Q: 3 clusters Score -777161.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -777175.125000 Penalty: 4305.613281
	Iteration 22Q: 3 clusters Score -777175.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -777187.187500 Penalty: 4305.613281
	Iteration 23Q: 3 clusters Score -777187.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -777195.250000 Penalty: 4305.613281
	Iteration 24Q: 3 clusters Score -777195.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -777198.750000 Penalty: 4305.613281
	Iteration 25Q: 3 clusters Score -777198.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -777200.562500 Penalty: 4305.613281
	Iteration 26Q: 3 clusters Score -777200.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -777204.437500 Penalty: 4305.613281
	Iteration 27Q: 3 clusters Score -777204.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -777207.500000 Penalty: 4305.613281
	Iteration 28Q: 3 clusters Score -777207.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -777210.875000 Penalty: 4305.613281
	Iteration 29Q: 3 clusters Score -777210.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -777211.562500 Penalty: 4305.613281
	Iteration 30Q: 3 clusters Score -777211.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -777211.187500 Penalty: 4305.613281
	Iteration 31Q: 3 clusters Score -777211.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -777212.937500 Penalty: 4305.613281
	Iteration 32Q: 3 clusters Score -777212.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -777215.125000 Penalty: 4305.613281
	Iteration 33Q: 3 clusters Score -777215.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -777215.187500 Penalty: 4305.613281
	Iteration 34Q: 3 clusters Score -777215.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -777218.375000 Penalty: 4305.613281
	Iteration 35Q: 3 clusters Score -777218.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -777220.250000 Penalty: 4305.613281
	Iteration 36Q: 3 clusters Score -777220.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -777224.125000 Penalty: 4305.613281
	Iteration 37Q: 3 clusters Score -777224.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -777222.875000 Penalty: 4305.613281
	Iteration 38Q: 3 clusters Score -777222.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -777224.437500 Penalty: 4305.613281
	Iteration 39Q: 3 clusters Score -777224.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -777224.875000 Penalty: 4305.613281
	Iteration 40F: 3 clusters Score -777224.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -777227.062500 Penalty: 4305.613281
	Iteration 41Q: 3 clusters Score -777227.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -777228.750000 Penalty: 4305.613281
	Iteration 42Q: 3 clusters Score -777228.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -777230.625000 Penalty: 4305.613281
	Iteration 43Q: 3 clusters Score -777230.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -777230.187500 Penalty: 4305.613281
	Iteration 44Q: 3 clusters Score -777230.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -777231.437500 Penalty: 4305.613281
	Iteration 45Q: 3 clusters Score -777231.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -777231.437500 Penalty: 4305.613281
	Iteration 46F: 3 clusters Score -777231.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Entering Unmasked Estep 
Score: -144835.093750 Penalty: 1762.438232
	Iteration 0F: 2 clusters Score -144835.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -142726.062500 Penalty: 3524.876465
	Iteration 0F: 3 clusters Score -142726.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -143236.406250 Penalty: 3524.876465
	Iteration 1F: 3 clusters Score -143236.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -143429.781250 Penalty: 3524.876465
	Iteration 2F: 3 clusters Score -143429.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -143621.515625 Penalty: 3524.876465
	Iteration 3F: 3 clusters Score -143621.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -143893.703125 Penalty: 3524.876465
	Iteration 4F: 3 clusters Score -143893.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -144356.125000 Penalty: 3524.876465
	Iteration 5F: 3 clusters Score -144356.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -145192.562500 Penalty: 3524.876465
	Iteration 6F: 3 clusters Score -145192.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -145839.109375 Penalty: 3524.876465
	Iteration 7Q: 3 clusters Score -145839.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -145983.468750 Penalty: 3524.876465
	Iteration 8Q: 3 clusters Score -145983.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -146205.171875 Penalty: 3524.876465
	Iteration 9Q: 3 clusters Score -146205.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -146563.906250 Penalty: 3524.876465
	Iteration 10Q: 3 clusters Score -146563.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -147291.859375 Penalty: 3524.876465
	Iteration 11Q: 3 clusters Score -147291.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -147491.156250 Penalty: 3524.876465
	Iteration 12Q: 3 clusters Score -147491.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -147498.343750 Penalty: 3524.876465
	Iteration 13Q: 3 clusters Score -147498.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -147499.812500 Penalty: 3524.876465
	Iteration 14Q: 3 clusters Score -147499.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -147503.015625 Penalty: 3524.876465
	Iteration 15Q: 3 clusters Score -147503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -147505.921875 Penalty: 3524.876465
	Iteration 16Q: 3 clusters Score -147505.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -147511.562500 Penalty: 3524.876465
	Iteration 17Q: 3 clusters Score -147511.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -147513.656250 Penalty: 3524.876465
	Iteration 18Q: 3 clusters Score -147513.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -147514.593750 Penalty: 3524.876465
	Iteration 19Q: 3 clusters Score -147514.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -147514.781250 Penalty: 3524.876465
	Iteration 20F: 3 clusters Score -147514.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -147516.046875 Penalty: 3524.876465
	Iteration 21Q: 3 clusters Score -147516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -147516.046875 Penalty: 3524.876465
	Iteration 22F: 3 clusters Score -147516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 160927 members 
Mstep: Class 2 contains 2759 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 172238 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 38828 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 5888 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 169675 members 
Mstep: Class 13 contains 1995 members 
Mstep: Class 14 contains 12349 members 
Mstep: Class 15 contains 165691 members 
Mstep: Class 16 contains 164324 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23793 members 
Mstep: Class 20 contains 55836 members 
Mstep: Class 21 contains 159657 members 
Mstep: Class 22 contains 77901 members 
Mstep: Class 23 contains 154550 members 
Mstep: Class 24 contains 644 members 
Entering Unmasked Estep 
Score: -180407536.000000 Penalty: 84149.148438
Splitting cluster 11 changes total score from -180406848.000000 to -180407536.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (169675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169675 members 
Entering Unmasked Estep 
Score: -22727064.000000 Penalty: 2986.326904
	Iteration 0F: 2 clusters Score -2.272706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84920 members 
Mstep: Class 2 contains 84755 members 
Entering Unmasked Estep 
Score: -22619676.000000 Penalty: 5972.653809
	Iteration 0F: 3 clusters Score -2.261968e+07 nChanged 81737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86273 members 
Mstep: Class 2 contains 83402 members 
Entering Unmasked Estep 
Score: -22666798.000000 Penalty: 5972.653809
	Iteration 1F: 3 clusters Score -2.26668e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87156 members 
Mstep: Class 2 contains 82519 members 
Entering Unmasked Estep 
Score: -22667532.000000 Penalty: 5972.653809
	Iteration 2Q: 3 clusters Score -2.266753e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88637 members 
Mstep: Class 2 contains 81038 members 
Entering Unmasked Estep 
Score: -22668224.000000 Penalty: 5972.653809
	Iteration 3Q: 3 clusters Score -2.266822e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91009 members 
Mstep: Class 2 contains 78666 members 
Entering Unmasked Estep 
Score: -22669392.000000 Penalty: 5972.653809
	Iteration 4Q: 3 clusters Score -2.266939e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94792 members 
Mstep: Class 2 contains 74883 members 
Entering Unmasked Estep 
Score: -22671144.000000 Penalty: 5972.653809
	Iteration 5Q: 3 clusters Score -2.267114e+07 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100388 members 
Mstep: Class 2 contains 69287 members 
Entering Unmasked Estep 
Score: -22673812.000000 Penalty: 5972.653809
	Iteration 6Q: 3 clusters Score -2.267381e+07 nChanged 9059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108123 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -22678366.000000 Penalty: 5972.653809
	Iteration 7F: 3 clusters Score -2.267837e+07 nChanged 10974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118117 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -22685286.000000 Penalty: 5972.653809
	Iteration 8F: 3 clusters Score -2.268529e+07 nChanged 12097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129552 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -22694170.000000 Penalty: 5972.653809
	Iteration 9F: 3 clusters Score -2.269417e+07 nChanged 11991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141081 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -22703976.000000 Penalty: 5972.653809
	Iteration 10F: 3 clusters Score -2.270398e+07 nChanged 10210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150975 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -22713916.000000 Penalty: 5972.653809
	Iteration 11F: 3 clusters Score -2.271392e+07 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158781 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -22720732.000000 Penalty: 5972.653809
	Iteration 12Q: 3 clusters Score -2.272073e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164138 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -22723624.000000 Penalty: 5972.653809
	Iteration 13Q: 3 clusters Score -2.272362e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167012 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -22724204.000000 Penalty: 5972.653809
	Iteration 14Q: 3 clusters Score -2.27242e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168316 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -22724420.000000 Penalty: 5972.653809
	Iteration 15Q: 3 clusters Score -2.272442e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168830 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -22724566.000000 Penalty: 5972.653809
	Iteration 16Q: 3 clusters Score -2.272457e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169052 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -22724616.000000 Penalty: 5972.653809
	Iteration 17Q: 3 clusters Score -2.272462e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169137 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -22724642.000000 Penalty: 5972.653809
	Iteration 18Q: 3 clusters Score -2.272464e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169184 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -22724688.000000 Penalty: 5972.653809
	Iteration 19Q: 3 clusters Score -2.272469e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169206 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -22724688.000000 Penalty: 5972.653809
	Iteration 20F: 3 clusters Score -2.272469e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169231 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -22724720.000000 Penalty: 5972.653809
	Iteration 21Q: 3 clusters Score -2.272472e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169251 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -22724762.000000 Penalty: 5972.653809
	Iteration 22Q: 3 clusters Score -2.272476e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169262 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -22724758.000000 Penalty: 5972.653809
	Iteration 23Q: 3 clusters Score -2.272476e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169268 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -22724762.000000 Penalty: 5972.653809
	Iteration 24Q: 3 clusters Score -2.272476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169275 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -22724760.000000 Penalty: 5972.653809
	Iteration 25Q: 3 clusters Score -2.272476e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169274 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -22724772.000000 Penalty: 5972.653809
	Iteration 26Q: 3 clusters Score -2.272477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169275 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -22724784.000000 Penalty: 5972.653809
	Iteration 27Q: 3 clusters Score -2.272478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169281 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -22724804.000000 Penalty: 5972.653809
	Iteration 28Q: 3 clusters Score -2.27248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169281 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -22724792.000000 Penalty: 5972.653809
	Iteration 29Q: 3 clusters Score -2.272479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169283 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -22724798.000000 Penalty: 5972.653809
	Iteration 30Q: 3 clusters Score -2.27248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169282 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -22724794.000000 Penalty: 5972.653809
	Iteration 31Q: 3 clusters Score -2.272479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169281 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -22724800.000000 Penalty: 5972.653809
	Iteration 32Q: 3 clusters Score -2.27248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169283 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -22724814.000000 Penalty: 5972.653809
	Iteration 33Q: 3 clusters Score -2.272481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169285 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -22724816.000000 Penalty: 5972.653809
	Iteration 34Q: 3 clusters Score -2.272482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169284 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -22724810.000000 Penalty: 5972.653809
	Iteration 35Q: 3 clusters Score -2.272481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169283 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -22724812.000000 Penalty: 5972.653809
	Iteration 36Q: 3 clusters Score -2.272481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169283 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -22724812.000000 Penalty: 5972.653809
	Iteration 37F: 3 clusters Score -2.272481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Entering Unmasked Estep 
Score: -267879.812500 Penalty: 1884.402954
	Iteration 0F: 2 clusters Score -267879.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -265297.875000 Penalty: 3768.805908
	Iteration 0F: 3 clusters Score -265297.9 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -265762.000000 Penalty: 3768.805908
	Iteration 1F: 3 clusters Score -265762 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -265866.781250 Penalty: 3768.805908
	Iteration 2F: 3 clusters Score -265866.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -265912.812500 Penalty: 3768.805908
	Iteration 3Q: 3 clusters Score -265912.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -265941.218750 Penalty: 3768.805908
	Iteration 4Q: 3 clusters Score -265941.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -265964.593750 Penalty: 3768.805908
	Iteration 5Q: 3 clusters Score -265964.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -265979.718750 Penalty: 3768.805908
	Iteration 6Q: 3 clusters Score -265979.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -265987.531250 Penalty: 3768.805908
	Iteration 7Q: 3 clusters Score -265987.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -266001.906250 Penalty: 3768.805908
	Iteration 8Q: 3 clusters Score -266001.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -266013.343750 Penalty: 3768.805908
	Iteration 9Q: 3 clusters Score -266013.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -266023.531250 Penalty: 3768.805908
	Iteration 10Q: 3 clusters Score -266023.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -266028.468750 Penalty: 3768.805908
	Iteration 11Q: 3 clusters Score -266028.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -266032.562500 Penalty: 3768.805908
	Iteration 12Q: 3 clusters Score -266032.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -266036.218750 Penalty: 3768.805908
	Iteration 13Q: 3 clusters Score -266036.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -266039.406250 Penalty: 3768.805908
	Iteration 14Q: 3 clusters Score -266039.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -266041.531250 Penalty: 3768.805908
	Iteration 15Q: 3 clusters Score -266041.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -266043.750000 Penalty: 3768.805908
	Iteration 16Q: 3 clusters Score -266043.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -266046.437500 Penalty: 3768.805908
	Iteration 17Q: 3 clusters Score -266046.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -266049.718750 Penalty: 3768.805908
	Iteration 18Q: 3 clusters Score -266049.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -266053.562500 Penalty: 3768.805908
	Iteration 19Q: 3 clusters Score -266053.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -266056.812500 Penalty: 3768.805908
	Iteration 20F: 3 clusters Score -266056.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -266060.250000 Penalty: 3768.805908
	Iteration 21Q: 3 clusters Score -266060.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -266062.156250 Penalty: 3768.805908
	Iteration 22Q: 3 clusters Score -266062.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -266062.968750 Penalty: 3768.805908
	Iteration 23Q: 3 clusters Score -266063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -266063.750000 Penalty: 3768.805908
	Iteration 24Q: 3 clusters Score -266063.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -266063.750000 Penalty: 3768.805908
	Iteration 25F: 3 clusters Score -266063.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Entering Unmasked Estep 
Score: -1666226.125000 Penalty: 2336.489990
	Iteration 0F: 2 clusters Score -1666226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1656973.250000 Penalty: 4672.979980
	Iteration 0F: 3 clusters Score -1656973 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1659820.500000 Penalty: 4672.979980
	Iteration 1F: 3 clusters Score -1659820 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1660081.375000 Penalty: 4672.979980
	Iteration 2F: 3 clusters Score -1660081 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1660277.000000 Penalty: 4672.979980
	Iteration 3Q: 3 clusters Score -1660277 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1660414.875000 Penalty: 4672.979980
	Iteration 4Q: 3 clusters Score -1660415 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1660520.750000 Penalty: 4672.979980
	Iteration 5Q: 3 clusters Score -1660521 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1660606.875000 Penalty: 4672.979980
	Iteration 6Q: 3 clusters Score -1660607 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1660689.625000 Penalty: 4672.979980
	Iteration 7Q: 3 clusters Score -1660690 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1660765.375000 Penalty: 4672.979980
	Iteration 8Q: 3 clusters Score -1660765 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1660840.000000 Penalty: 4672.979980
	Iteration 9Q: 3 clusters Score -1660840 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1660944.125000 Penalty: 4672.979980
	Iteration 10Q: 3 clusters Score -1660944 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1661064.625000 Penalty: 4672.979980
	Iteration 11Q: 3 clusters Score -1661065 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1661243.750000 Penalty: 4672.979980
	Iteration 12Q: 3 clusters Score -1661244 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1661472.000000 Penalty: 4672.979980
	Iteration 13Q: 3 clusters Score -1661472 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1661762.125000 Penalty: 4672.979980
	Iteration 14Q: 3 clusters Score -1661762 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1662102.875000 Penalty: 4672.979980
	Iteration 15Q: 3 clusters Score -1662103 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1662531.625000 Penalty: 4672.979980
	Iteration 16Q: 3 clusters Score -1662532 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1662987.625000 Penalty: 4672.979980
	Iteration 17Q: 3 clusters Score -1662988 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1663378.000000 Penalty: 4672.979980
	Iteration 18Q: 3 clusters Score -1663378 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1663646.000000 Penalty: 4672.979980
	Iteration 19Q: 3 clusters Score -1663646 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1663842.750000 Penalty: 4672.979980
	Iteration 20F: 3 clusters Score -1663843 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1663958.125000 Penalty: 4672.979980
	Iteration 21Q: 3 clusters Score -1663958 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1664031.125000 Penalty: 4672.979980
	Iteration 22Q: 3 clusters Score -1664031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1664080.125000 Penalty: 4672.979980
	Iteration 23Q: 3 clusters Score -1664080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1664115.750000 Penalty: 4672.979980
	Iteration 24Q: 3 clusters Score -1664116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1664131.250000 Penalty: 4672.979980
	Iteration 25Q: 3 clusters Score -1664131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1664149.250000 Penalty: 4672.979980
	Iteration 26Q: 3 clusters Score -1664149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1664163.250000 Penalty: 4672.979980
	Iteration 27Q: 3 clusters Score -1664163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1664167.625000 Penalty: 4672.979980
	Iteration 28Q: 3 clusters Score -1664168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1664169.000000 Penalty: 4672.979980
	Iteration 29Q: 3 clusters Score -1664169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1664173.000000 Penalty: 4672.979980
	Iteration 30Q: 3 clusters Score -1664173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1664179.375000 Penalty: 4672.979980
	Iteration 31Q: 3 clusters Score -1664179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1664181.000000 Penalty: 4672.979980
	Iteration 32Q: 3 clusters Score -1664181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1664181.500000 Penalty: 4672.979980
	Iteration 33Q: 3 clusters Score -1664182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1664183.250000 Penalty: 4672.979980
	Iteration 34Q: 3 clusters Score -1664183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1664190.125000 Penalty: 4672.979980
	Iteration 35Q: 3 clusters Score -1664190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1664194.125000 Penalty: 4672.979980
	Iteration 36Q: 3 clusters Score -1664194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1664196.750000 Penalty: 4672.979980
	Iteration 37Q: 3 clusters Score -1664197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1664201.000000 Penalty: 4672.979980
	Iteration 38Q: 3 clusters Score -1664201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1664205.625000 Penalty: 4672.979980
	Iteration 39Q: 3 clusters Score -1664206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1664206.000000 Penalty: 4672.979980
	Iteration 40F: 3 clusters Score -1664206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (165691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165691 members 
Entering Unmasked Estep 
Score: -21966872.000000 Penalty: 2980.434082
	Iteration 0F: 2 clusters Score -2.196687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82632 members 
Mstep: Class 2 contains 83059 members 
Entering Unmasked Estep 
Score: -21859714.000000 Penalty: 5960.868164
	Iteration 0F: 3 clusters Score -2.185971e+07 nChanged 79369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78321 members 
Mstep: Class 2 contains 87370 members 
Entering Unmasked Estep 
Score: -21906032.000000 Penalty: 5960.868164
	Iteration 1F: 3 clusters Score -2.190603e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75755 members 
Mstep: Class 2 contains 89936 members 
Entering Unmasked Estep 
Score: -21907270.000000 Penalty: 5960.868164
	Iteration 2Q: 3 clusters Score -2.190727e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71658 members 
Mstep: Class 2 contains 94033 members 
Entering Unmasked Estep 
Score: -21908838.000000 Penalty: 5960.868164
	Iteration 3Q: 3 clusters Score -2.190884e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 100199 members 
Entering Unmasked Estep 
Score: -21911536.000000 Penalty: 5960.868164
	Iteration 4Q: 3 clusters Score -2.191154e+07 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56542 members 
Mstep: Class 2 contains 109149 members 
Entering Unmasked Estep 
Score: -21916276.000000 Penalty: 5960.868164
	Iteration 5F: 3 clusters Score -2.191628e+07 nChanged 12483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 121446 members 
Entering Unmasked Estep 
Score: -21925132.000000 Penalty: 5960.868164
	Iteration 6F: 3 clusters Score -2.192513e+07 nChanged 14859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 136237 members 
Entering Unmasked Estep 
Score: -21937972.000000 Penalty: 5960.868164
	Iteration 7F: 3 clusters Score -2.193797e+07 nChanged 13910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 150131 members 
Entering Unmasked Estep 
Score: -21951982.000000 Penalty: 5960.868164
	Iteration 8F: 3 clusters Score -2.195198e+07 nChanged 9529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 159656 members 
Entering Unmasked Estep 
Score: -21961008.000000 Penalty: 5960.868164
	Iteration 9F: 3 clusters Score -2.196101e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 163882 members 
Entering Unmasked Estep 
Score: -21963356.000000 Penalty: 5960.868164
	Iteration 10Q: 3 clusters Score -2.196336e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 165087 members 
Entering Unmasked Estep 
Score: -21964052.000000 Penalty: 5960.868164
	Iteration 11Q: 3 clusters Score -2.196405e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 165356 members 
Entering Unmasked Estep 
Score: -21964206.000000 Penalty: 5960.868164
	Iteration 12Q: 3 clusters Score -2.196421e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 165419 members 
Entering Unmasked Estep 
Score: -21964312.000000 Penalty: 5960.868164
	Iteration 13Q: 3 clusters Score -2.196431e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 165452 members 
Entering Unmasked Estep 
Score: -21964380.000000 Penalty: 5960.868164
	Iteration 14Q: 3 clusters Score -2.196438e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 165474 members 
Entering Unmasked Estep 
Score: -21964406.000000 Penalty: 5960.868164
	Iteration 15Q: 3 clusters Score -2.196441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 165487 members 
Entering Unmasked Estep 
Score: -21964416.000000 Penalty: 5960.868164
	Iteration 16Q: 3 clusters Score -2.196442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 165491 members 
Entering Unmasked Estep 
Score: -21964430.000000 Penalty: 5960.868164
	Iteration 17Q: 3 clusters Score -2.196443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 165493 members 
Entering Unmasked Estep 
Score: -21964432.000000 Penalty: 5960.868164
	Iteration 18Q: 3 clusters Score -2.196443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 165494 members 
Entering Unmasked Estep 
Score: -21964428.000000 Penalty: 5960.868164
	Iteration 19Q: 3 clusters Score -2.196443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 165493 members 
Entering Unmasked Estep 
Score: -21964434.000000 Penalty: 5960.868164
	Iteration 20F: 3 clusters Score -2.196443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (164324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164324 members 
Entering Unmasked Estep 
Score: -22553916.000000 Penalty: 2978.379639
	Iteration 0F: 2 clusters Score -2.255392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82112 members 
Mstep: Class 2 contains 82212 members 
Entering Unmasked Estep 
Score: -22447618.000000 Penalty: 5956.759277
	Iteration 0F: 3 clusters Score -2.244762e+07 nChanged 78594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81338 members 
Mstep: Class 2 contains 82986 members 
Entering Unmasked Estep 
Score: -22493160.000000 Penalty: 5956.759277
	Iteration 1F: 3 clusters Score -2.249316e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80821 members 
Mstep: Class 2 contains 83503 members 
Entering Unmasked Estep 
Score: -22493882.000000 Penalty: 5956.759277
	Iteration 2Q: 3 clusters Score -2.249388e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80262 members 
Mstep: Class 2 contains 84062 members 
Entering Unmasked Estep 
Score: -22494672.000000 Penalty: 5956.759277
	Iteration 3Q: 3 clusters Score -2.249467e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79341 members 
Mstep: Class 2 contains 84983 members 
Entering Unmasked Estep 
Score: -22495464.000000 Penalty: 5956.759277
	Iteration 4Q: 3 clusters Score -2.249546e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78006 members 
Mstep: Class 2 contains 86318 members 
Entering Unmasked Estep 
Score: -22496566.000000 Penalty: 5956.759277
	Iteration 5Q: 3 clusters Score -2.249657e+07 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76053 members 
Mstep: Class 2 contains 88271 members 
Entering Unmasked Estep 
Score: -22498332.000000 Penalty: 5956.759277
	Iteration 6Q: 3 clusters Score -2.249833e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73292 members 
Mstep: Class 2 contains 91032 members 
Entering Unmasked Estep 
Score: -22501388.000000 Penalty: 5956.759277
	Iteration 7Q: 3 clusters Score -2.250139e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69535 members 
Mstep: Class 2 contains 94789 members 
Entering Unmasked Estep 
Score: -22506542.000000 Penalty: 5956.759277
	Iteration 8Q: 3 clusters Score -2.250654e+07 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65374 members 
Mstep: Class 2 contains 98950 members 
Entering Unmasked Estep 
Score: -22514342.000000 Penalty: 5956.759277
	Iteration 9F: 3 clusters Score -2.251434e+07 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61735 members 
Mstep: Class 2 contains 102589 members 
Entering Unmasked Estep 
Score: -22522886.000000 Penalty: 5956.759277
	Iteration 10F: 3 clusters Score -2.252289e+07 nChanged 9430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59221 members 
Mstep: Class 2 contains 105103 members 
Entering Unmasked Estep 
Score: -22528262.000000 Penalty: 5956.759277
	Iteration 11F: 3 clusters Score -2.252826e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57214 members 
Mstep: Class 2 contains 107110 members 
Entering Unmasked Estep 
Score: -22530360.000000 Penalty: 5956.759277
	Iteration 12Q: 3 clusters Score -2.253036e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 109137 members 
Entering Unmasked Estep 
Score: -22531044.000000 Penalty: 5956.759277
	Iteration 13Q: 3 clusters Score -2.253104e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53027 members 
Mstep: Class 2 contains 111297 members 
Entering Unmasked Estep 
Score: -22531624.000000 Penalty: 5956.759277
	Iteration 14Q: 3 clusters Score -2.253162e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 113544 members 
Entering Unmasked Estep 
Score: -22532362.000000 Penalty: 5956.759277
	Iteration 15Q: 3 clusters Score -2.253236e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 115990 members 
Entering Unmasked Estep 
Score: -22533138.000000 Penalty: 5956.759277
	Iteration 16Q: 3 clusters Score -2.253314e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 118607 members 
Entering Unmasked Estep 
Score: -22533862.000000 Penalty: 5956.759277
	Iteration 17Q: 3 clusters Score -2.253386e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 121309 members 
Entering Unmasked Estep 
Score: -22534780.000000 Penalty: 5956.759277
	Iteration 18Q: 3 clusters Score -2.253478e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 124171 members 
Entering Unmasked Estep 
Score: -22535712.000000 Penalty: 5956.759277
	Iteration 19Q: 3 clusters Score -2.253571e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 127169 members 
Entering Unmasked Estep 
Score: -22536946.000000 Penalty: 5956.759277
	Iteration 20F: 3 clusters Score -2.253695e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 130257 members 
Entering Unmasked Estep 
Score: -22537868.000000 Penalty: 5956.759277
	Iteration 21Q: 3 clusters Score -2.253787e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 133375 members 
Entering Unmasked Estep 
Score: -22538960.000000 Penalty: 5956.759277
	Iteration 22Q: 3 clusters Score -2.253896e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 136535 members 
Entering Unmasked Estep 
Score: -22540094.000000 Penalty: 5956.759277
	Iteration 23Q: 3 clusters Score -2.254009e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 139642 members 
Entering Unmasked Estep 
Score: -22541372.000000 Penalty: 5956.759277
	Iteration 24Q: 3 clusters Score -2.254137e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 142645 members 
Entering Unmasked Estep 
Score: -22542692.000000 Penalty: 5956.759277
	Iteration 25Q: 3 clusters Score -2.254269e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 145506 members 
Entering Unmasked Estep 
Score: -22544020.000000 Penalty: 5956.759277
	Iteration 26Q: 3 clusters Score -2.254402e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 148236 members 
Entering Unmasked Estep 
Score: -22545208.000000 Penalty: 5956.759277
	Iteration 27Q: 3 clusters Score -2.254521e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 150786 members 
Entering Unmasked Estep 
Score: -22546500.000000 Penalty: 5956.759277
	Iteration 28Q: 3 clusters Score -2.25465e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 153118 members 
Entering Unmasked Estep 
Score: -22547682.000000 Penalty: 5956.759277
	Iteration 29Q: 3 clusters Score -2.254768e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 155146 members 
Entering Unmasked Estep 
Score: -22548408.000000 Penalty: 5956.759277
	Iteration 30Q: 3 clusters Score -2.254841e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 156875 members 
Entering Unmasked Estep 
Score: -22549136.000000 Penalty: 5956.759277
	Iteration 31Q: 3 clusters Score -2.254914e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 158335 members 
Entering Unmasked Estep 
Score: -22549658.000000 Penalty: 5956.759277
	Iteration 32Q: 3 clusters Score -2.254966e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 159619 members 
Entering Unmasked Estep 
Score: -22550000.000000 Penalty: 5956.759277
	Iteration 33Q: 3 clusters Score -2.255e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 160644 members 
Entering Unmasked Estep 
Score: -22550336.000000 Penalty: 5956.759277
	Iteration 34Q: 3 clusters Score -2.255034e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 161400 members 
Entering Unmasked Estep 
Score: -22550690.000000 Penalty: 5956.759277
	Iteration 35Q: 3 clusters Score -2.255069e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 162003 members 
Entering Unmasked Estep 
Score: -22550886.000000 Penalty: 5956.759277
	Iteration 36Q: 3 clusters Score -2.255089e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 162456 members 
Entering Unmasked Estep 
Score: -22551038.000000 Penalty: 5956.759277
	Iteration 37Q: 3 clusters Score -2.255104e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 162765 members 
Entering Unmasked Estep 
Score: -22551128.000000 Penalty: 5956.759277
	Iteration 38Q: 3 clusters Score -2.255113e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 162989 members 
Entering Unmasked Estep 
Score: -22551224.000000 Penalty: 5956.759277
	Iteration 39Q: 3 clusters Score -2.255122e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 163147 members 
Entering Unmasked Estep 
Score: -22551286.000000 Penalty: 5956.759277
	Iteration 40F: 3 clusters Score -2.255129e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 163253 members 
Entering Unmasked Estep 
Score: -22551318.000000 Penalty: 5956.759277
	Iteration 41Q: 3 clusters Score -2.255132e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 163326 members 
Entering Unmasked Estep 
Score: -22551346.000000 Penalty: 5956.759277
	Iteration 42Q: 3 clusters Score -2.255135e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 163386 members 
Entering Unmasked Estep 
Score: -22551356.000000 Penalty: 5956.759277
	Iteration 43Q: 3 clusters Score -2.255136e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 163436 members 
Entering Unmasked Estep 
Score: -22551420.000000 Penalty: 5956.759277
	Iteration 44Q: 3 clusters Score -2.255142e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 163481 members 
Entering Unmasked Estep 
Score: -22551466.000000 Penalty: 5956.759277
	Iteration 45Q: 3 clusters Score -2.255147e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 163515 members 
Entering Unmasked Estep 
Score: -22551494.000000 Penalty: 5956.759277
	Iteration 46Q: 3 clusters Score -2.255149e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 163548 members 
Entering Unmasked Estep 
Score: -22551536.000000 Penalty: 5956.759277
	Iteration 47Q: 3 clusters Score -2.255154e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 163576 members 
Entering Unmasked Estep 
Score: -22551530.000000 Penalty: 5956.759277
	Iteration 48Q: 3 clusters Score -2.255153e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 163593 members 
Entering Unmasked Estep 
Score: -22551544.000000 Penalty: 5956.759277
	Iteration 49Q: 3 clusters Score -2.255154e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 163613 members 
Entering Unmasked Estep 
Score: -22551548.000000 Penalty: 5956.759277
	Iteration 50Q: 3 clusters Score -2.255155e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 163633 members 
Entering Unmasked Estep 
Score: -22551584.000000 Penalty: 5956.759277
	Iteration 51Q: 3 clusters Score -2.255158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 163647 members 
Entering Unmasked Estep 
Score: -22551594.000000 Penalty: 5956.759277
	Iteration 52Q: 3 clusters Score -2.255159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 163651 members 
Entering Unmasked Estep 
Score: -22551582.000000 Penalty: 5956.759277
	Iteration 53Q: 3 clusters Score -2.255158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 163655 members 
Entering Unmasked Estep 
Score: -22551582.000000 Penalty: 5956.759277
	Iteration 54Q: 3 clusters Score -2.255158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 163662 members 
Entering Unmasked Estep 
Score: -22551588.000000 Penalty: 5956.759277
	Iteration 55Q: 3 clusters Score -2.255159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 163666 members 
Entering Unmasked Estep 
Score: -22551600.000000 Penalty: 5956.759277
	Iteration 56Q: 3 clusters Score -2.25516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 163669 members 
Entering Unmasked Estep 
Score: -22551582.000000 Penalty: 5956.759277
	Iteration 57Q: 3 clusters Score -2.255158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 163671 members 
Entering Unmasked Estep 
Score: -22551592.000000 Penalty: 5956.759277
	Iteration 58Q: 3 clusters Score -2.255159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 163674 members 
Entering Unmasked Estep 
Score: -22551598.000000 Penalty: 5956.759277
	Iteration 59Q: 3 clusters Score -2.25516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 163678 members 
Entering Unmasked Estep 
Score: -22551606.000000 Penalty: 5956.759277
	Iteration 60F: 3 clusters Score -2.255161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 163679 members 
Entering Unmasked Estep 
Score: -22551612.000000 Penalty: 5956.759277
	Iteration 61Q: 3 clusters Score -2.255161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 163679 members 
Entering Unmasked Estep 
Score: -22551612.000000 Penalty: 5956.759277
	Iteration 62F: 3 clusters Score -2.255161e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -38977.304688 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -38977.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37775.000000 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -37775 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38472.617188 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -38472.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38752.222656 Penalty: 2947.628662
	Iteration 2F: 3 clusters Score -38752.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39010.707031 Penalty: 2947.628662
	Iteration 3Q: 3 clusters Score -39010.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39088.601562 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -39088.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39148.785156 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -39148.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39252.078125 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -39252.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39367.699219 Penalty: 2947.628662
	Iteration 7Q: 3 clusters Score -39367.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39388.769531 Penalty: 2947.628662
	Iteration 8Q: 3 clusters Score -39388.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39458.726562 Penalty: 2947.628662
	Iteration 9Q: 3 clusters Score -39458.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39517.632812 Penalty: 2947.628662
	Iteration 10Q: 3 clusters Score -39517.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39601.191406 Penalty: 2947.628662
	Iteration 11Q: 3 clusters Score -39601.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39601.191406 Penalty: 2947.628662
	Iteration 12F: 3 clusters Score -39601.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 160927 members 
Mstep: Class 2 contains 2759 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 172238 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 38828 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 5888 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 169675 members 
Mstep: Class 13 contains 1995 members 
Mstep: Class 14 contains 12349 members 
Mstep: Class 15 contains 165691 members 
Mstep: Class 16 contains 164324 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23793 members 
Mstep: Class 20 contains 55836 members 
Mstep: Class 21 contains 159657 members 
Mstep: Class 22 contains 77901 members 
Mstep: Class 23 contains 154550 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 201 members 
Entering Unmasked Estep 
Score: -180406880.000000 Penalty: 87655.367188
Splitting cluster 17 changes total score from -180406848.000000 to -180406880.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Entering Unmasked Estep 
Score: -51006.261719 Penalty: 1519.463623
	Iteration 0F: 2 clusters Score -51006.26 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 225 members 
Entering Unmasked Estep 
Score: -49571.007812 Penalty: 3038.927246
	Iteration 0F: 3 clusters Score -49571.01 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49916.015625 Penalty: 3038.927246
	Iteration 1F: 3 clusters Score -49916.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49998.378906 Penalty: 3038.927246
	Iteration 2F: 3 clusters Score -49998.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50054.046875 Penalty: 3038.927246
	Iteration 3Q: 3 clusters Score -50054.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50071.792969 Penalty: 3038.927246
	Iteration 4Q: 3 clusters Score -50071.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -50089.117188 Penalty: 3038.927246
	Iteration 5Q: 3 clusters Score -50089.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50114.050781 Penalty: 3038.927246
	Iteration 6Q: 3 clusters Score -50114.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50135.523438 Penalty: 3038.927246
	Iteration 7Q: 3 clusters Score -50135.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50177.261719 Penalty: 3038.927246
	Iteration 8Q: 3 clusters Score -50177.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -50190.210938 Penalty: 3038.927246
	Iteration 9Q: 3 clusters Score -50190.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50194.847656 Penalty: 3038.927246
	Iteration 10Q: 3 clusters Score -50194.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50194.847656 Penalty: 3038.927246
	Iteration 11F: 3 clusters Score -50194.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Entering Unmasked Estep 
Score: -3155021.500000 Penalty: 2499.132324
	Iteration 0F: 2 clusters Score -3155022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -3138501.500000 Penalty: 4998.264648
	Iteration 0F: 3 clusters Score -3138502 nChanged 10711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -3144547.000000 Penalty: 4998.264648
	Iteration 1F: 3 clusters Score -3144547 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -3145182.250000 Penalty: 4998.264648
	Iteration 2F: 3 clusters Score -3145182 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -3145817.000000 Penalty: 4998.264648
	Iteration 3F: 3 clusters Score -3145817 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -3146447.250000 Penalty: 4998.264648
	Iteration 4F: 3 clusters Score -3146447 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -3147063.250000 Penalty: 4998.264648
	Iteration 5Q: 3 clusters Score -3147063 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -3147674.000000 Penalty: 4998.264648
	Iteration 6Q: 3 clusters Score -3147674 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -3148268.750000 Penalty: 4998.264648
	Iteration 7Q: 3 clusters Score -3148269 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3148869.500000 Penalty: 4998.264648
	Iteration 8Q: 3 clusters Score -3148870 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -3149417.250000 Penalty: 4998.264648
	Iteration 9Q: 3 clusters Score -3149417 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -3149900.750000 Penalty: 4998.264648
	Iteration 10Q: 3 clusters Score -3149901 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3150274.250000 Penalty: 4998.264648
	Iteration 11Q: 3 clusters Score -3150274 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -3150497.500000 Penalty: 4998.264648
	Iteration 12Q: 3 clusters Score -3150498 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -3150688.250000 Penalty: 4998.264648
	Iteration 13Q: 3 clusters Score -3150688 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -3150874.500000 Penalty: 4998.264648
	Iteration 14Q: 3 clusters Score -3150874 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -3151019.500000 Penalty: 4998.264648
	Iteration 15Q: 3 clusters Score -3151020 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -3151186.500000 Penalty: 4998.264648
	Iteration 16Q: 3 clusters Score -3151186 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -3151354.000000 Penalty: 4998.264648
	Iteration 17Q: 3 clusters Score -3151354 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -3151545.000000 Penalty: 4998.264648
	Iteration 18Q: 3 clusters Score -3151545 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -3151719.500000 Penalty: 4998.264648
	Iteration 19Q: 3 clusters Score -3151720 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -3151921.750000 Penalty: 4998.264648
	Iteration 20F: 3 clusters Score -3151922 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -3152103.000000 Penalty: 4998.264648
	Iteration 21Q: 3 clusters Score -3152103 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -3152245.000000 Penalty: 4998.264648
	Iteration 22Q: 3 clusters Score -3152245 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -3152395.750000 Penalty: 4998.264648
	Iteration 23Q: 3 clusters Score -3152396 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -3152521.000000 Penalty: 4998.264648
	Iteration 24Q: 3 clusters Score -3152521 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -3152631.500000 Penalty: 4998.264648
	Iteration 25Q: 3 clusters Score -3152632 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -3152732.500000 Penalty: 4998.264648
	Iteration 26Q: 3 clusters Score -3152732 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -3152816.750000 Penalty: 4998.264648
	Iteration 27Q: 3 clusters Score -3152817 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -3152907.750000 Penalty: 4998.264648
	Iteration 28Q: 3 clusters Score -3152908 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -3152977.750000 Penalty: 4998.264648
	Iteration 29Q: 3 clusters Score -3152978 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -3153051.250000 Penalty: 4998.264648
	Iteration 30Q: 3 clusters Score -3153051 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -3153122.250000 Penalty: 4998.264648
	Iteration 31Q: 3 clusters Score -3153122 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3153184.750000 Penalty: 4998.264648
	Iteration 32Q: 3 clusters Score -3153185 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -3153248.750000 Penalty: 4998.264648
	Iteration 33Q: 3 clusters Score -3153249 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -3153285.750000 Penalty: 4998.264648
	Iteration 34Q: 3 clusters Score -3153286 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -3153339.500000 Penalty: 4998.264648
	Iteration 35Q: 3 clusters Score -3153340 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -3153373.000000 Penalty: 4998.264648
	Iteration 36Q: 3 clusters Score -3153373 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -3153413.250000 Penalty: 4998.264648
	Iteration 37Q: 3 clusters Score -3153413 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -3153434.750000 Penalty: 4998.264648
	Iteration 38Q: 3 clusters Score -3153435 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -3153464.500000 Penalty: 4998.264648
	Iteration 39Q: 3 clusters Score -3153464 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -3153499.500000 Penalty: 4998.264648
	Iteration 40F: 3 clusters Score -3153500 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -3153520.500000 Penalty: 4998.264648
	Iteration 41Q: 3 clusters Score -3153520 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -3153535.250000 Penalty: 4998.264648
	Iteration 42Q: 3 clusters Score -3153535 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -3153551.750000 Penalty: 4998.264648
	Iteration 43Q: 3 clusters Score -3153552 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -3153567.000000 Penalty: 4998.264648
	Iteration 44Q: 3 clusters Score -3153567 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -3153570.500000 Penalty: 4998.264648
	Iteration 45Q: 3 clusters Score -3153570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -3153585.250000 Penalty: 4998.264648
	Iteration 46Q: 3 clusters Score -3153585 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -3153600.250000 Penalty: 4998.264648
	Iteration 47Q: 3 clusters Score -3153600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -3153606.500000 Penalty: 4998.264648
	Iteration 48Q: 3 clusters Score -3153606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -3153609.750000 Penalty: 4998.264648
	Iteration 49Q: 3 clusters Score -3153610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -3153616.000000 Penalty: 4998.264648
	Iteration 50Q: 3 clusters Score -3153616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -3153619.750000 Penalty: 4998.264648
	Iteration 51Q: 3 clusters Score -3153620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -3153626.250000 Penalty: 4998.264648
	Iteration 52Q: 3 clusters Score -3153626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -3153626.250000 Penalty: 4998.264648
	Iteration 53Q: 3 clusters Score -3153626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -3153632.750000 Penalty: 4998.264648
	Iteration 54Q: 3 clusters Score -3153633 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -3153638.000000 Penalty: 4998.264648
	Iteration 55Q: 3 clusters Score -3153638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -3153640.000000 Penalty: 4998.264648
	Iteration 56Q: 3 clusters Score -3153640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -3153644.500000 Penalty: 4998.264648
	Iteration 57Q: 3 clusters Score -3153644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -3153646.750000 Penalty: 4998.264648
	Iteration 58Q: 3 clusters Score -3153647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -3153650.750000 Penalty: 4998.264648
	Iteration 59Q: 3 clusters Score -3153651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -3153650.250000 Penalty: 4998.264648
	Iteration 60F: 3 clusters Score -3153650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -3153654.250000 Penalty: 4998.264648
	Iteration 61Q: 3 clusters Score -3153654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -3153653.500000 Penalty: 4998.264648
	Iteration 62Q: 3 clusters Score -3153654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -3153653.500000 Penalty: 4998.264648
	Iteration 63Q: 3 clusters Score -3153654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -3153652.250000 Penalty: 4998.264648
	Iteration 64Q: 3 clusters Score -3153652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -3153651.750000 Penalty: 4998.264648
	Iteration 65Q: 3 clusters Score -3153652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -3153652.750000 Penalty: 4998.264648
	Iteration 66Q: 3 clusters Score -3153653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -3153652.750000 Penalty: 4998.264648
	Iteration 67F: 3 clusters Score -3153653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (55836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Entering Unmasked Estep 
Score: -7503220.000000 Penalty: 2710.683105
	Iteration 0F: 2 clusters Score -7503220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -7465680.000000 Penalty: 5421.366211
	Iteration 0F: 3 clusters Score -7465680 nChanged 25907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -7480053.500000 Penalty: 5421.366211
	Iteration 1F: 3 clusters Score -7480054 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -7480552.500000 Penalty: 5421.366211
	Iteration 2Q: 3 clusters Score -7480552 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -7480945.500000 Penalty: 5421.366211
	Iteration 3Q: 3 clusters Score -7480946 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -7481411.500000 Penalty: 5421.366211
	Iteration 4Q: 3 clusters Score -7481412 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -7481949.000000 Penalty: 5421.366211
	Iteration 5Q: 3 clusters Score -7481949 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -7482773.500000 Penalty: 5421.366211
	Iteration 6Q: 3 clusters Score -7482774 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -7484174.000000 Penalty: 5421.366211
	Iteration 7Q: 3 clusters Score -7484174 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -7486549.000000 Penalty: 5421.366211
	Iteration 8F: 3 clusters Score -7486549 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -7489986.000000 Penalty: 5421.366211
	Iteration 9F: 3 clusters Score -7489986 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -7493943.000000 Penalty: 5421.366211
	Iteration 10F: 3 clusters Score -7493943 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -7497333.000000 Penalty: 5421.366211
	Iteration 11F: 3 clusters Score -7497333 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 52754 members 
Entering Unmasked Estep 
Score: -7499227.000000 Penalty: 5421.366211
	Iteration 12Q: 3 clusters Score -7499227 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -7500238.500000 Penalty: 5421.366211
	Iteration 13Q: 3 clusters Score -7500238 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -7500764.000000 Penalty: 5421.366211
	Iteration 14Q: 3 clusters Score -7500764 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -7500996.500000 Penalty: 5421.366211
	Iteration 15Q: 3 clusters Score -7500996 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -7501104.000000 Penalty: 5421.366211
	Iteration 16Q: 3 clusters Score -7501104 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 54750 members 
Entering Unmasked Estep 
Score: -7501216.000000 Penalty: 5421.366211
	Iteration 17Q: 3 clusters Score -7501216 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 54762 members 
Entering Unmasked Estep 
Score: -7501312.500000 Penalty: 5421.366211
	Iteration 18Q: 3 clusters Score -7501312 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 54773 members 
Entering Unmasked Estep 
Score: -7501372.500000 Penalty: 5421.366211
	Iteration 19Q: 3 clusters Score -7501372 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 54769 members 
Entering Unmasked Estep 
Score: -7501413.000000 Penalty: 5421.366211
	Iteration 20F: 3 clusters Score -7501413 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 54765 members 
Entering Unmasked Estep 
Score: -7501443.500000 Penalty: 5421.366211
	Iteration 21Q: 3 clusters Score -7501444 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 54758 members 
Entering Unmasked Estep 
Score: -7501447.000000 Penalty: 5421.366211
	Iteration 22Q: 3 clusters Score -7501447 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -7501453.000000 Penalty: 5421.366211
	Iteration 23Q: 3 clusters Score -7501453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 54764 members 
Entering Unmasked Estep 
Score: -7501475.500000 Penalty: 5421.366211
	Iteration 24Q: 3 clusters Score -7501476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 54768 members 
Entering Unmasked Estep 
Score: -7501479.500000 Penalty: 5421.366211
	Iteration 25Q: 3 clusters Score -7501480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 54767 members 
Entering Unmasked Estep 
Score: -7501493.500000 Penalty: 5421.366211
	Iteration 26Q: 3 clusters Score -7501494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -7501493.000000 Penalty: 5421.366211
	Iteration 27Q: 3 clusters Score -7501493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 54777 members 
Entering Unmasked Estep 
Score: -7501501.000000 Penalty: 5421.366211
	Iteration 28Q: 3 clusters Score -7501501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 54781 members 
Entering Unmasked Estep 
Score: -7501506.500000 Penalty: 5421.366211
	Iteration 29Q: 3 clusters Score -7501506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -7501517.500000 Penalty: 5421.366211
	Iteration 30Q: 3 clusters Score -7501518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 54788 members 
Entering Unmasked Estep 
Score: -7501517.000000 Penalty: 5421.366211
	Iteration 31Q: 3 clusters Score -7501517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -7501518.000000 Penalty: 5421.366211
	Iteration 32Q: 3 clusters Score -7501518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -7501518.000000 Penalty: 5421.366211
	Iteration 33F: 3 clusters Score -7501518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (159657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159657 members 
Entering Unmasked Estep 
Score: -21278662.000000 Penalty: 2971.234375
	Iteration 0F: 2 clusters Score -2.127866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79701 members 
Mstep: Class 2 contains 79956 members 
Entering Unmasked Estep 
Score: -21175010.000000 Penalty: 5942.468750
	Iteration 0F: 3 clusters Score -2.117501e+07 nChanged 76359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79420 members 
Mstep: Class 2 contains 80237 members 
Entering Unmasked Estep 
Score: -21219078.000000 Penalty: 5942.468750
	Iteration 1F: 3 clusters Score -2.121908e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79454 members 
Mstep: Class 2 contains 80203 members 
Entering Unmasked Estep 
Score: -21220288.000000 Penalty: 5942.468750
	Iteration 2Q: 3 clusters Score -2.122029e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79634 members 
Mstep: Class 2 contains 80023 members 
Entering Unmasked Estep 
Score: -21221578.000000 Penalty: 5942.468750
	Iteration 3Q: 3 clusters Score -2.122158e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80154 members 
Mstep: Class 2 contains 79503 members 
Entering Unmasked Estep 
Score: -21223772.000000 Penalty: 5942.468750
	Iteration 4Q: 3 clusters Score -2.122377e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81056 members 
Mstep: Class 2 contains 78601 members 
Entering Unmasked Estep 
Score: -21226624.000000 Penalty: 5942.468750
	Iteration 5Q: 3 clusters Score -2.122662e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82459 members 
Mstep: Class 2 contains 77198 members 
Entering Unmasked Estep 
Score: -21229658.000000 Penalty: 5942.468750
	Iteration 6Q: 3 clusters Score -2.122966e+07 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84324 members 
Mstep: Class 2 contains 75333 members 
Entering Unmasked Estep 
Score: -21233068.000000 Penalty: 5942.468750
	Iteration 7F: 3 clusters Score -2.123307e+07 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86463 members 
Mstep: Class 2 contains 73194 members 
Entering Unmasked Estep 
Score: -21236394.000000 Penalty: 5942.468750
	Iteration 8F: 3 clusters Score -2.123639e+07 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88921 members 
Mstep: Class 2 contains 70736 members 
Entering Unmasked Estep 
Score: -21240054.000000 Penalty: 5942.468750
	Iteration 9F: 3 clusters Score -2.124005e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91724 members 
Mstep: Class 2 contains 67933 members 
Entering Unmasked Estep 
Score: -21243836.000000 Penalty: 5942.468750
	Iteration 10Q: 3 clusters Score -2.124384e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94773 members 
Mstep: Class 2 contains 64884 members 
Entering Unmasked Estep 
Score: -21248506.000000 Penalty: 5942.468750
	Iteration 11Q: 3 clusters Score -2.124851e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97849 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
Score: -21253222.000000 Penalty: 5942.468750
	Iteration 12Q: 3 clusters Score -2.125322e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100594 members 
Mstep: Class 2 contains 59063 members 
Entering Unmasked Estep 
Score: -21256896.000000 Penalty: 5942.468750
	Iteration 13Q: 3 clusters Score -2.12569e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103115 members 
Mstep: Class 2 contains 56542 members 
Entering Unmasked Estep 
Score: -21258664.000000 Penalty: 5942.468750
	Iteration 14Q: 3 clusters Score -2.125866e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105475 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -21259752.000000 Penalty: 5942.468750
	Iteration 15Q: 3 clusters Score -2.125975e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107801 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -21260538.000000 Penalty: 5942.468750
	Iteration 16Q: 3 clusters Score -2.126054e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110219 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -21261282.000000 Penalty: 5942.468750
	Iteration 17Q: 3 clusters Score -2.126128e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112697 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -21262140.000000 Penalty: 5942.468750
	Iteration 18Q: 3 clusters Score -2.126214e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115186 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -21263020.000000 Penalty: 5942.468750
	Iteration 19Q: 3 clusters Score -2.126302e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117724 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -21263914.000000 Penalty: 5942.468750
	Iteration 20F: 3 clusters Score -2.126391e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120232 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -21264836.000000 Penalty: 5942.468750
	Iteration 21Q: 3 clusters Score -2.126484e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122685 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -21265826.000000 Penalty: 5942.468750
	Iteration 22Q: 3 clusters Score -2.126583e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125017 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -21266718.000000 Penalty: 5942.468750
	Iteration 23Q: 3 clusters Score -2.126672e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127280 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -21267562.000000 Penalty: 5942.468750
	Iteration 24Q: 3 clusters Score -2.126756e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129449 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -21268334.000000 Penalty: 5942.468750
	Iteration 25Q: 3 clusters Score -2.126833e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131566 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -21269088.000000 Penalty: 5942.468750
	Iteration 26Q: 3 clusters Score -2.126909e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133587 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -21269792.000000 Penalty: 5942.468750
	Iteration 27Q: 3 clusters Score -2.126979e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135562 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -21270500.000000 Penalty: 5942.468750
	Iteration 28Q: 3 clusters Score -2.12705e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137408 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -21271058.000000 Penalty: 5942.468750
	Iteration 29Q: 3 clusters Score -2.127106e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139164 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -21271706.000000 Penalty: 5942.468750
	Iteration 30Q: 3 clusters Score -2.127171e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140898 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -21272238.000000 Penalty: 5942.468750
	Iteration 31Q: 3 clusters Score -2.127224e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142525 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -21273086.000000 Penalty: 5942.468750
	Iteration 32Q: 3 clusters Score -2.127309e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144152 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -21273784.000000 Penalty: 5942.468750
	Iteration 33Q: 3 clusters Score -2.127378e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145732 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -21274536.000000 Penalty: 5942.468750
	Iteration 34Q: 3 clusters Score -2.127454e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147243 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -21275174.000000 Penalty: 5942.468750
	Iteration 35Q: 3 clusters Score -2.127517e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148569 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -21275702.000000 Penalty: 5942.468750
	Iteration 36Q: 3 clusters Score -2.12757e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149773 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -21276050.000000 Penalty: 5942.468750
	Iteration 37Q: 3 clusters Score -2.127605e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150925 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -21276462.000000 Penalty: 5942.468750
	Iteration 38Q: 3 clusters Score -2.127646e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151917 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -21276748.000000 Penalty: 5942.468750
	Iteration 39Q: 3 clusters Score -2.127675e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152739 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -21277018.000000 Penalty: 5942.468750
	Iteration 40F: 3 clusters Score -2.127702e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153520 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -21277212.000000 Penalty: 5942.468750
	Iteration 41Q: 3 clusters Score -2.127721e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154181 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -21277384.000000 Penalty: 5942.468750
	Iteration 42Q: 3 clusters Score -2.127738e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154740 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -21277434.000000 Penalty: 5942.468750
	Iteration 43Q: 3 clusters Score -2.127743e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155190 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -21277508.000000 Penalty: 5942.468750
	Iteration 44Q: 3 clusters Score -2.127751e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155566 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -21277628.000000 Penalty: 5942.468750
	Iteration 45Q: 3 clusters Score -2.127763e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155881 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -21277682.000000 Penalty: 5942.468750
	Iteration 46Q: 3 clusters Score -2.127768e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156133 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -21277720.000000 Penalty: 5942.468750
	Iteration 47Q: 3 clusters Score -2.127772e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156356 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -21277656.000000 Penalty: 5942.468750
	Iteration 48Q: 3 clusters Score -2.127766e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156523 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -21277658.000000 Penalty: 5942.468750
	Iteration 49Q: 3 clusters Score -2.127766e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156672 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -21277658.000000 Penalty: 5942.468750
	Iteration 50Q: 3 clusters Score -2.127766e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156793 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -21277712.000000 Penalty: 5942.468750
	Iteration 51Q: 3 clusters Score -2.127771e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156910 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -21277712.000000 Penalty: 5942.468750
	Iteration 52Q: 3 clusters Score -2.127771e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157008 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -21277736.000000 Penalty: 5942.468750
	Iteration 53Q: 3 clusters Score -2.127774e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157081 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -21277778.000000 Penalty: 5942.468750
	Iteration 54Q: 3 clusters Score -2.127778e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157136 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -21277792.000000 Penalty: 5942.468750
	Iteration 55Q: 3 clusters Score -2.127779e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157182 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -21277758.000000 Penalty: 5942.468750
	Iteration 56Q: 3 clusters Score -2.127776e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157223 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -21277750.000000 Penalty: 5942.468750
	Iteration 57Q: 3 clusters Score -2.127775e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157260 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -21277770.000000 Penalty: 5942.468750
	Iteration 58Q: 3 clusters Score -2.127777e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157287 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -21277764.000000 Penalty: 5942.468750
	Iteration 59Q: 3 clusters Score -2.127776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157306 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -21277760.000000 Penalty: 5942.468750
	Iteration 60F: 3 clusters Score -2.127776e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157330 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -21277758.000000 Penalty: 5942.468750
	Iteration 61Q: 3 clusters Score -2.127776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157351 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -21277752.000000 Penalty: 5942.468750
	Iteration 62Q: 3 clusters Score -2.127775e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157369 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -21277750.000000 Penalty: 5942.468750
	Iteration 63Q: 3 clusters Score -2.127775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157380 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -21277748.000000 Penalty: 5942.468750
	Iteration 64Q: 3 clusters Score -2.127775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157389 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -21277720.000000 Penalty: 5942.468750
	Iteration 65Q: 3 clusters Score -2.127772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157399 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -21277740.000000 Penalty: 5942.468750
	Iteration 66Q: 3 clusters Score -2.127774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157407 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -21277738.000000 Penalty: 5942.468750
	Iteration 67Q: 3 clusters Score -2.127774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157413 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -21277726.000000 Penalty: 5942.468750
	Iteration 68Q: 3 clusters Score -2.127773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157418 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -21277744.000000 Penalty: 5942.468750
	Iteration 69Q: 3 clusters Score -2.127774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157425 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -21277742.000000 Penalty: 5942.468750
	Iteration 70Q: 3 clusters Score -2.127774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157432 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -21277738.000000 Penalty: 5942.468750
	Iteration 71Q: 3 clusters Score -2.127774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157439 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -21277746.000000 Penalty: 5942.468750
	Iteration 72Q: 3 clusters Score -2.127775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157448 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -21277736.000000 Penalty: 5942.468750
	Iteration 73Q: 3 clusters Score -2.127774e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157455 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -21277738.000000 Penalty: 5942.468750
	Iteration 74Q: 3 clusters Score -2.127774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157466 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -21277752.000000 Penalty: 5942.468750
	Iteration 75Q: 3 clusters Score -2.127775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157475 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -21277752.000000 Penalty: 5942.468750
	Iteration 76Q: 3 clusters Score -2.127775e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157487 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -21277748.000000 Penalty: 5942.468750
	Iteration 77Q: 3 clusters Score -2.127775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157498 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -21277732.000000 Penalty: 5942.468750
	Iteration 78Q: 3 clusters Score -2.127773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157509 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -21277742.000000 Penalty: 5942.468750
	Iteration 79Q: 3 clusters Score -2.127774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157512 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -21277724.000000 Penalty: 5942.468750
	Iteration 80F: 3 clusters Score -2.127772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157517 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -21277732.000000 Penalty: 5942.468750
	Iteration 81Q: 3 clusters Score -2.127773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157522 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -21277722.000000 Penalty: 5942.468750
	Iteration 82Q: 3 clusters Score -2.127772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157523 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -21277718.000000 Penalty: 5942.468750
	Iteration 83Q: 3 clusters Score -2.127772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157525 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -21277720.000000 Penalty: 5942.468750
	Iteration 84Q: 3 clusters Score -2.127772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157530 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -21277720.000000 Penalty: 5942.468750
	Iteration 85Q: 3 clusters Score -2.127772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157534 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -21277726.000000 Penalty: 5942.468750
	Iteration 86Q: 3 clusters Score -2.127773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157536 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -21277724.000000 Penalty: 5942.468750
	Iteration 87Q: 3 clusters Score -2.127772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157538 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -21277720.000000 Penalty: 5942.468750
	Iteration 88Q: 3 clusters Score -2.127772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157539 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -21277720.000000 Penalty: 5942.468750
	Iteration 89Q: 3 clusters Score -2.127772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157539 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -21277720.000000 Penalty: 5942.468750
	Iteration 90F: 3 clusters Score -2.127772e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (77901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77901 members 
Entering Unmasked Estep 
Score: -10082138.000000 Penalty: 2793.272217
	Iteration 0F: 2 clusters Score -1.008214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -10029941.000000 Penalty: 5586.544434
	Iteration 0F: 3 clusters Score -1.002994e+07 nChanged 36495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -10051216.000000 Penalty: 5586.544434
	Iteration 1F: 3 clusters Score -1.005122e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -10052734.000000 Penalty: 5586.544434
	Iteration 2Q: 3 clusters Score -1.005273e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -10055311.000000 Penalty: 5586.544434
	Iteration 3F: 3 clusters Score -1.005531e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -10058976.000000 Penalty: 5586.544434
	Iteration 4F: 3 clusters Score -1.005898e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
Score: -10063711.000000 Penalty: 5586.544434
	Iteration 5F: 3 clusters Score -1.006371e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 64242 members 
Entering Unmasked Estep 
Score: -10068199.000000 Penalty: 5586.544434
	Iteration 6F: 3 clusters Score -1.00682e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -10072434.000000 Penalty: 5586.544434
	Iteration 7F: 3 clusters Score -1.007243e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 72164 members 
Entering Unmasked Estep 
Score: -10075891.000000 Penalty: 5586.544434
	Iteration 8Q: 3 clusters Score -1.007589e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 74438 members 
Entering Unmasked Estep 
Score: -10078017.000000 Penalty: 5586.544434
	Iteration 9Q: 3 clusters Score -1.007802e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 75722 members 
Entering Unmasked Estep 
Score: -10079074.000000 Penalty: 5586.544434
	Iteration 10Q: 3 clusters Score -1.007907e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 76424 members 
Entering Unmasked Estep 
Score: -10079612.000000 Penalty: 5586.544434
	Iteration 11Q: 3 clusters Score -1.007961e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 76781 members 
Entering Unmasked Estep 
Score: -10079890.000000 Penalty: 5586.544434
	Iteration 12Q: 3 clusters Score -1.007989e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 76980 members 
Entering Unmasked Estep 
Score: -10079985.000000 Penalty: 5586.544434
	Iteration 13Q: 3 clusters Score -1.007998e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 77076 members 
Entering Unmasked Estep 
Score: -10080040.000000 Penalty: 5586.544434
	Iteration 14Q: 3 clusters Score -1.008004e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 77125 members 
Entering Unmasked Estep 
Score: -10080074.000000 Penalty: 5586.544434
	Iteration 15Q: 3 clusters Score -1.008007e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 77162 members 
Entering Unmasked Estep 
Score: -10080105.000000 Penalty: 5586.544434
	Iteration 16Q: 3 clusters Score -1.00801e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 77185 members 
Entering Unmasked Estep 
Score: -10080121.000000 Penalty: 5586.544434
	Iteration 17Q: 3 clusters Score -1.008012e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 77206 members 
Entering Unmasked Estep 
Score: -10080154.000000 Penalty: 5586.544434
	Iteration 18Q: 3 clusters Score -1.008015e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 77222 members 
Entering Unmasked Estep 
Score: -10080176.000000 Penalty: 5586.544434
	Iteration 19Q: 3 clusters Score -1.008018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 77237 members 
Entering Unmasked Estep 
Score: -10080183.000000 Penalty: 5586.544434
	Iteration 20F: 3 clusters Score -1.008018e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 77243 members 
Entering Unmasked Estep 
Score: -10080200.000000 Penalty: 5586.544434
	Iteration 21Q: 3 clusters Score -1.00802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 77253 members 
Entering Unmasked Estep 
Score: -10080188.000000 Penalty: 5586.544434
	Iteration 22Q: 3 clusters Score -1.008019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 77257 members 
Entering Unmasked Estep 
Score: -10080189.000000 Penalty: 5586.544434
	Iteration 23Q: 3 clusters Score -1.008019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 77260 members 
Entering Unmasked Estep 
Score: -10080192.000000 Penalty: 5586.544434
	Iteration 24Q: 3 clusters Score -1.008019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 77263 members 
Entering Unmasked Estep 
Score: -10080195.000000 Penalty: 5586.544434
	Iteration 25Q: 3 clusters Score -1.00802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 77265 members 
Entering Unmasked Estep 
Score: -10080194.000000 Penalty: 5586.544434
	Iteration 26Q: 3 clusters Score -1.008019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 77267 members 
Entering Unmasked Estep 
Score: -10080199.000000 Penalty: 5586.544434
	Iteration 27Q: 3 clusters Score -1.00802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 77267 members 
Entering Unmasked Estep 
Score: -10080199.000000 Penalty: 5586.544434
	Iteration 28F: 3 clusters Score -1.00802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (154550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154550 members 
Entering Unmasked Estep 
Score: -20544704.000000 Penalty: 2963.171631
	Iteration 0F: 2 clusters Score -2.05447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77257 members 
Mstep: Class 2 contains 77293 members 
Entering Unmasked Estep 
Score: -20443040.000000 Penalty: 5926.343262
	Iteration 0F: 3 clusters Score -2.044304e+07 nChanged 73990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77647 members 
Mstep: Class 2 contains 76903 members 
Entering Unmasked Estep 
Score: -20485862.000000 Penalty: 5926.343262
	Iteration 1F: 3 clusters Score -2.048586e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77963 members 
Mstep: Class 2 contains 76587 members 
Entering Unmasked Estep 
Score: -20486952.000000 Penalty: 5926.343262
	Iteration 2Q: 3 clusters Score -2.048695e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78446 members 
Mstep: Class 2 contains 76104 members 
Entering Unmasked Estep 
Score: -20488464.000000 Penalty: 5926.343262
	Iteration 3Q: 3 clusters Score -2.048846e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79325 members 
Mstep: Class 2 contains 75225 members 
Entering Unmasked Estep 
Score: -20491018.000000 Penalty: 5926.343262
	Iteration 4Q: 3 clusters Score -2.049102e+07 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80870 members 
Mstep: Class 2 contains 73680 members 
Entering Unmasked Estep 
Score: -20495130.000000 Penalty: 5926.343262
	Iteration 5Q: 3 clusters Score -2.049513e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83310 members 
Mstep: Class 2 contains 71240 members 
Entering Unmasked Estep 
Score: -20501370.000000 Penalty: 5926.343262
	Iteration 6F: 3 clusters Score -2.050137e+07 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86577 members 
Mstep: Class 2 contains 67973 members 
Entering Unmasked Estep 
Score: -20510110.000000 Penalty: 5926.343262
	Iteration 7F: 3 clusters Score -2.051011e+07 nChanged 11331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90122 members 
Mstep: Class 2 contains 64428 members 
Entering Unmasked Estep 
Score: -20519406.000000 Penalty: 5926.343262
	Iteration 8F: 3 clusters Score -2.051941e+07 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92837 members 
Mstep: Class 2 contains 61713 members 
Entering Unmasked Estep 
Score: -20525766.000000 Penalty: 5926.343262
	Iteration 9F: 3 clusters Score -2.052577e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95031 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -20528498.000000 Penalty: 5926.343262
	Iteration 10Q: 3 clusters Score -2.05285e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97066 members 
Mstep: Class 2 contains 57484 members 
Entering Unmasked Estep 
Score: -20530200.000000 Penalty: 5926.343262
	Iteration 11Q: 3 clusters Score -2.05302e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99093 members 
Mstep: Class 2 contains 55457 members 
Entering Unmasked Estep 
Score: -20531510.000000 Penalty: 5926.343262
	Iteration 12Q: 3 clusters Score -2.053151e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101072 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -20532864.000000 Penalty: 5926.343262
	Iteration 13Q: 3 clusters Score -2.053286e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102950 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -20533882.000000 Penalty: 5926.343262
	Iteration 14Q: 3 clusters Score -2.053388e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104730 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -20534686.000000 Penalty: 5926.343262
	Iteration 15Q: 3 clusters Score -2.053469e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106458 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -20535420.000000 Penalty: 5926.343262
	Iteration 16Q: 3 clusters Score -2.053542e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108056 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -20536098.000000 Penalty: 5926.343262
	Iteration 17Q: 3 clusters Score -2.05361e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109499 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -20536606.000000 Penalty: 5926.343262
	Iteration 18Q: 3 clusters Score -2.053661e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110958 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -20537114.000000 Penalty: 5926.343262
	Iteration 19Q: 3 clusters Score -2.053711e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112397 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -20537304.000000 Penalty: 5926.343262
	Iteration 20F: 3 clusters Score -2.05373e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113850 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -20537612.000000 Penalty: 5926.343262
	Iteration 21Q: 3 clusters Score -2.053761e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115265 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -20537960.000000 Penalty: 5926.343262
	Iteration 22Q: 3 clusters Score -2.053796e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116690 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -20538296.000000 Penalty: 5926.343262
	Iteration 23Q: 3 clusters Score -2.05383e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118138 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -20538558.000000 Penalty: 5926.343262
	Iteration 24Q: 3 clusters Score -2.053856e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119545 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -20538896.000000 Penalty: 5926.343262
	Iteration 25Q: 3 clusters Score -2.05389e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120840 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -20539214.000000 Penalty: 5926.343262
	Iteration 26Q: 3 clusters Score -2.053921e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122107 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -20539384.000000 Penalty: 5926.343262
	Iteration 27Q: 3 clusters Score -2.053938e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123329 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -20539648.000000 Penalty: 5926.343262
	Iteration 28Q: 3 clusters Score -2.053965e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124555 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -20539796.000000 Penalty: 5926.343262
	Iteration 29Q: 3 clusters Score -2.05398e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125767 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -20540086.000000 Penalty: 5926.343262
	Iteration 30Q: 3 clusters Score -2.054009e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126946 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -20540382.000000 Penalty: 5926.343262
	Iteration 31Q: 3 clusters Score -2.054038e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128131 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -20540582.000000 Penalty: 5926.343262
	Iteration 32Q: 3 clusters Score -2.054058e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129259 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -20540826.000000 Penalty: 5926.343262
	Iteration 33Q: 3 clusters Score -2.054083e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130327 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -20540960.000000 Penalty: 5926.343262
	Iteration 34Q: 3 clusters Score -2.054096e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131268 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -20541066.000000 Penalty: 5926.343262
	Iteration 35Q: 3 clusters Score -2.054107e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132245 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -20541274.000000 Penalty: 5926.343262
	Iteration 36Q: 3 clusters Score -2.054127e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133245 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -20541462.000000 Penalty: 5926.343262
	Iteration 37Q: 3 clusters Score -2.054146e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134184 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -20541668.000000 Penalty: 5926.343262
	Iteration 38Q: 3 clusters Score -2.054167e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135073 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -20541822.000000 Penalty: 5926.343262
	Iteration 39Q: 3 clusters Score -2.054182e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135918 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -20541908.000000 Penalty: 5926.343262
	Iteration 40F: 3 clusters Score -2.054191e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136722 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -20542090.000000 Penalty: 5926.343262
	Iteration 41Q: 3 clusters Score -2.054209e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137522 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -20542210.000000 Penalty: 5926.343262
	Iteration 42Q: 3 clusters Score -2.054221e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138252 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -20542422.000000 Penalty: 5926.343262
	Iteration 43Q: 3 clusters Score -2.054242e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138962 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -20542530.000000 Penalty: 5926.343262
	Iteration 44Q: 3 clusters Score -2.054253e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139602 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -20542540.000000 Penalty: 5926.343262
	Iteration 45Q: 3 clusters Score -2.054254e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140218 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -20542674.000000 Penalty: 5926.343262
	Iteration 46Q: 3 clusters Score -2.054267e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140768 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -20542740.000000 Penalty: 5926.343262
	Iteration 47Q: 3 clusters Score -2.054274e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141280 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -20542884.000000 Penalty: 5926.343262
	Iteration 48Q: 3 clusters Score -2.054288e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141772 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -20542902.000000 Penalty: 5926.343262
	Iteration 49Q: 3 clusters Score -2.05429e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142228 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -20542954.000000 Penalty: 5926.343262
	Iteration 50Q: 3 clusters Score -2.054295e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142645 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -20543022.000000 Penalty: 5926.343262
	Iteration 51Q: 3 clusters Score -2.054302e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143038 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -20543094.000000 Penalty: 5926.343262
	Iteration 52Q: 3 clusters Score -2.054309e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143425 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -20543156.000000 Penalty: 5926.343262
	Iteration 53Q: 3 clusters Score -2.054316e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143816 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -20543176.000000 Penalty: 5926.343262
	Iteration 54Q: 3 clusters Score -2.054318e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144171 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -20543200.000000 Penalty: 5926.343262
	Iteration 55Q: 3 clusters Score -2.05432e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144503 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -20543226.000000 Penalty: 5926.343262
	Iteration 56Q: 3 clusters Score -2.054323e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144806 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -20543206.000000 Penalty: 5926.343262
	Iteration 57Q: 3 clusters Score -2.054321e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145086 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -20543256.000000 Penalty: 5926.343262
	Iteration 58Q: 3 clusters Score -2.054326e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145350 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -20543276.000000 Penalty: 5926.343262
	Iteration 59Q: 3 clusters Score -2.054328e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145599 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -20543322.000000 Penalty: 5926.343262
	Iteration 60F: 3 clusters Score -2.054332e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145844 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -20543356.000000 Penalty: 5926.343262
	Iteration 61Q: 3 clusters Score -2.054336e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146078 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -20543396.000000 Penalty: 5926.343262
	Iteration 62Q: 3 clusters Score -2.05434e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146301 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -20543380.000000 Penalty: 5926.343262
	Iteration 63Q: 3 clusters Score -2.054338e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146518 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -20543352.000000 Penalty: 5926.343262
	Iteration 64Q: 3 clusters Score -2.054335e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146716 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -20543358.000000 Penalty: 5926.343262
	Iteration 65Q: 3 clusters Score -2.054336e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146889 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -20543372.000000 Penalty: 5926.343262
	Iteration 66Q: 3 clusters Score -2.054337e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147054 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -20543362.000000 Penalty: 5926.343262
	Iteration 67Q: 3 clusters Score -2.054336e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147212 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -20543336.000000 Penalty: 5926.343262
	Iteration 68Q: 3 clusters Score -2.054334e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147364 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -20543324.000000 Penalty: 5926.343262
	Iteration 69Q: 3 clusters Score -2.054332e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147526 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -20543404.000000 Penalty: 5926.343262
	Iteration 70Q: 3 clusters Score -2.05434e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147686 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -20543382.000000 Penalty: 5926.343262
	Iteration 71Q: 3 clusters Score -2.054338e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147840 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -20543336.000000 Penalty: 5926.343262
	Iteration 72Q: 3 clusters Score -2.054334e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147973 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -20543316.000000 Penalty: 5926.343262
	Iteration 73Q: 3 clusters Score -2.054332e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148113 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -20543268.000000 Penalty: 5926.343262
	Iteration 74Q: 3 clusters Score -2.054327e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148267 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -20543230.000000 Penalty: 5926.343262
	Iteration 75Q: 3 clusters Score -2.054323e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148432 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -20543236.000000 Penalty: 5926.343262
	Iteration 76Q: 3 clusters Score -2.054324e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148603 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -20543228.000000 Penalty: 5926.343262
	Iteration 77Q: 3 clusters Score -2.054323e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148792 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -20543216.000000 Penalty: 5926.343262
	Iteration 78Q: 3 clusters Score -2.054322e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148976 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -20543250.000000 Penalty: 5926.343262
	Iteration 79Q: 3 clusters Score -2.054325e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149144 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -20543196.000000 Penalty: 5926.343262
	Iteration 80F: 3 clusters Score -2.05432e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149287 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -20543198.000000 Penalty: 5926.343262
	Iteration 81Q: 3 clusters Score -2.05432e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149419 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -20543162.000000 Penalty: 5926.343262
	Iteration 82Q: 3 clusters Score -2.054316e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149570 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -20543184.000000 Penalty: 5926.343262
	Iteration 83Q: 3 clusters Score -2.054318e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149722 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -20543162.000000 Penalty: 5926.343262
	Iteration 84Q: 3 clusters Score -2.054316e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149864 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -20543106.000000 Penalty: 5926.343262
	Iteration 85Q: 3 clusters Score -2.054311e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150008 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -20543076.000000 Penalty: 5926.343262
	Iteration 86Q: 3 clusters Score -2.054308e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150140 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -20543086.000000 Penalty: 5926.343262
	Iteration 87Q: 3 clusters Score -2.054309e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150286 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -20543048.000000 Penalty: 5926.343262
	Iteration 88Q: 3 clusters Score -2.054305e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150427 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -20543062.000000 Penalty: 5926.343262
	Iteration 89Q: 3 clusters Score -2.054306e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150547 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -20543100.000000 Penalty: 5926.343262
	Iteration 90Q: 3 clusters Score -2.05431e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150668 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -20543066.000000 Penalty: 5926.343262
	Iteration 91Q: 3 clusters Score -2.054307e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150786 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -20543036.000000 Penalty: 5926.343262
	Iteration 92Q: 3 clusters Score -2.054304e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150887 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -20543044.000000 Penalty: 5926.343262
	Iteration 93Q: 3 clusters Score -2.054304e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150981 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -20542966.000000 Penalty: 5926.343262
	Iteration 94Q: 3 clusters Score -2.054297e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151061 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -20542936.000000 Penalty: 5926.343262
	Iteration 95Q: 3 clusters Score -2.054294e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151143 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -20542894.000000 Penalty: 5926.343262
	Iteration 96Q: 3 clusters Score -2.054289e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151219 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -20542916.000000 Penalty: 5926.343262
	Iteration 97Q: 3 clusters Score -2.054292e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151292 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -20542886.000000 Penalty: 5926.343262
	Iteration 98Q: 3 clusters Score -2.054289e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151363 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -20542898.000000 Penalty: 5926.343262
	Iteration 99Q: 3 clusters Score -2.05429e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151430 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -20542894.000000 Penalty: 5926.343262
	Iteration 100F: 3 clusters Score -2.054289e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151503 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -20542914.000000 Penalty: 5926.343262
	Iteration 101Q: 3 clusters Score -2.054291e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151571 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -20542912.000000 Penalty: 5926.343262
	Iteration 102Q: 3 clusters Score -2.054291e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151630 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -20542882.000000 Penalty: 5926.343262
	Iteration 103Q: 3 clusters Score -2.054288e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151679 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -20542852.000000 Penalty: 5926.343262
	Iteration 104Q: 3 clusters Score -2.054285e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151724 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -20542826.000000 Penalty: 5926.343262
	Iteration 105Q: 3 clusters Score -2.054283e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151773 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -20542804.000000 Penalty: 5926.343262
	Iteration 106Q: 3 clusters Score -2.05428e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151812 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -20542790.000000 Penalty: 5926.343262
	Iteration 107Q: 3 clusters Score -2.054279e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151840 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -20542808.000000 Penalty: 5926.343262
	Iteration 108Q: 3 clusters Score -2.054281e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151870 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -20542804.000000 Penalty: 5926.343262
	Iteration 109Q: 3 clusters Score -2.05428e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151901 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -20542800.000000 Penalty: 5926.343262
	Iteration 110Q: 3 clusters Score -2.05428e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151930 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -20542812.000000 Penalty: 5926.343262
	Iteration 111Q: 3 clusters Score -2.054281e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151955 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -20542804.000000 Penalty: 5926.343262
	Iteration 112Q: 3 clusters Score -2.05428e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151987 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -20542828.000000 Penalty: 5926.343262
	Iteration 113Q: 3 clusters Score -2.054283e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152016 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -20542812.000000 Penalty: 5926.343262
	Iteration 114Q: 3 clusters Score -2.054281e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152051 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -20542804.000000 Penalty: 5926.343262
	Iteration 115Q: 3 clusters Score -2.05428e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152094 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -20542812.000000 Penalty: 5926.343262
	Iteration 116Q: 3 clusters Score -2.054281e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152143 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -20542802.000000 Penalty: 5926.343262
	Iteration 117Q: 3 clusters Score -2.05428e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152192 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -20542780.000000 Penalty: 5926.343262
	Iteration 118Q: 3 clusters Score -2.054278e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152253 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -20542824.000000 Penalty: 5926.343262
	Iteration 119Q: 3 clusters Score -2.054282e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152309 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -20542858.000000 Penalty: 5926.343262
	Iteration 120F: 3 clusters Score -2.054286e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152365 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -20542852.000000 Penalty: 5926.343262
	Iteration 121Q: 3 clusters Score -2.054285e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152414 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -20542858.000000 Penalty: 5926.343262
	Iteration 122Q: 3 clusters Score -2.054286e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152470 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -20542840.000000 Penalty: 5926.343262
	Iteration 123Q: 3 clusters Score -2.054284e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152522 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -20542820.000000 Penalty: 5926.343262
	Iteration 124Q: 3 clusters Score -2.054282e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152571 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -20542798.000000 Penalty: 5926.343262
	Iteration 125Q: 3 clusters Score -2.05428e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152621 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -20542804.000000 Penalty: 5926.343262
	Iteration 126Q: 3 clusters Score -2.05428e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152661 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -20542786.000000 Penalty: 5926.343262
	Iteration 127Q: 3 clusters Score -2.054279e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152700 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -20542836.000000 Penalty: 5926.343262
	Iteration 128Q: 3 clusters Score -2.054284e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152739 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -20542824.000000 Penalty: 5926.343262
	Iteration 129Q: 3 clusters Score -2.054282e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152778 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -20542808.000000 Penalty: 5926.343262
	Iteration 130Q: 3 clusters Score -2.054281e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152823 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -20542768.000000 Penalty: 5926.343262
	Iteration 131Q: 3 clusters Score -2.054277e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152864 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -20542732.000000 Penalty: 5926.343262
	Iteration 132Q: 3 clusters Score -2.054273e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152904 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -20542726.000000 Penalty: 5926.343262
	Iteration 133Q: 3 clusters Score -2.054273e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152934 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -20542710.000000 Penalty: 5926.343262
	Iteration 134Q: 3 clusters Score -2.054271e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152960 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -20542708.000000 Penalty: 5926.343262
	Iteration 135Q: 3 clusters Score -2.054271e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152995 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -20542718.000000 Penalty: 5926.343262
	Iteration 136Q: 3 clusters Score -2.054272e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153023 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -20542718.000000 Penalty: 5926.343262
	Iteration 137Q: 3 clusters Score -2.054272e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153062 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -20542726.000000 Penalty: 5926.343262
	Iteration 138Q: 3 clusters Score -2.054273e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153100 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -20542726.000000 Penalty: 5926.343262
	Iteration 139Q: 3 clusters Score -2.054273e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153134 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -20542698.000000 Penalty: 5926.343262
	Iteration 140F: 3 clusters Score -2.05427e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153160 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -20542704.000000 Penalty: 5926.343262
	Iteration 141Q: 3 clusters Score -2.05427e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153182 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -20542680.000000 Penalty: 5926.343262
	Iteration 142Q: 3 clusters Score -2.054268e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153212 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -20542678.000000 Penalty: 5926.343262
	Iteration 143Q: 3 clusters Score -2.054268e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153229 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -20542692.000000 Penalty: 5926.343262
	Iteration 144Q: 3 clusters Score -2.054269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153239 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -20542684.000000 Penalty: 5926.343262
	Iteration 145Q: 3 clusters Score -2.054268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153254 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -20542670.000000 Penalty: 5926.343262
	Iteration 146Q: 3 clusters Score -2.054267e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153278 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -20542666.000000 Penalty: 5926.343262
	Iteration 147Q: 3 clusters Score -2.054267e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153296 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -20542658.000000 Penalty: 5926.343262
	Iteration 148Q: 3 clusters Score -2.054266e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153317 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -20542648.000000 Penalty: 5926.343262
	Iteration 149Q: 3 clusters Score -2.054265e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153333 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -20542650.000000 Penalty: 5926.343262
	Iteration 150Q: 3 clusters Score -2.054265e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153348 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -20542636.000000 Penalty: 5926.343262
	Iteration 151Q: 3 clusters Score -2.054264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153363 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -20542632.000000 Penalty: 5926.343262
	Iteration 152Q: 3 clusters Score -2.054263e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153385 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -20542644.000000 Penalty: 5926.343262
	Iteration 153Q: 3 clusters Score -2.054264e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153405 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -20542638.000000 Penalty: 5926.343262
	Iteration 154Q: 3 clusters Score -2.054264e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153426 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -20542660.000000 Penalty: 5926.343262
	Iteration 155Q: 3 clusters Score -2.054266e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153440 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -20542658.000000 Penalty: 5926.343262
	Iteration 156Q: 3 clusters Score -2.054266e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153453 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -20542676.000000 Penalty: 5926.343262
	Iteration 157Q: 3 clusters Score -2.054268e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153463 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -20542658.000000 Penalty: 5926.343262
	Iteration 158Q: 3 clusters Score -2.054266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153470 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -20542666.000000 Penalty: 5926.343262
	Iteration 159Q: 3 clusters Score -2.054267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153475 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -20542662.000000 Penalty: 5926.343262
	Iteration 160F: 3 clusters Score -2.054266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153477 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -20542694.000000 Penalty: 5926.343262
	Iteration 161Q: 3 clusters Score -2.054269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153478 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -20542682.000000 Penalty: 5926.343262
	Iteration 162Q: 3 clusters Score -2.054268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153478 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -20542680.000000 Penalty: 5926.343262
	Iteration 163Q: 3 clusters Score -2.054268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153479 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -20542684.000000 Penalty: 5926.343262
	Iteration 164Q: 3 clusters Score -2.054268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153479 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -20542684.000000 Penalty: 5926.343262
	Iteration 165F: 3 clusters Score -2.054268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 160927 members 
Mstep: Class 2 contains 2759 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 172238 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 38828 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 1393 members 
Mstep: Class 9 contains 5393 members 
Mstep: Class 10 contains 5888 members 
Mstep: Class 11 contains 576 members 
Mstep: Class 12 contains 169675 members 
Mstep: Class 13 contains 1995 members 
Mstep: Class 14 contains 12349 members 
Mstep: Class 15 contains 165691 members 
Mstep: Class 16 contains 164324 members 
Mstep: Class 17 contains 180 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 23793 members 
Mstep: Class 20 contains 55836 members 
Mstep: Class 21 contains 159657 members 
Mstep: Class 22 contains 77901 members 
Mstep: Class 23 contains 154550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407680.000000 Penalty: 87655.367188
Iteration 119Q: 26 clusters Score -1.804077e+08 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 160880 members 
Mstep: Class 2 contains 2758 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 172166 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 39008 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 5401 members 
Mstep: Class 10 contains 5854 members 
Mstep: Class 11 contains 592 members 
Mstep: Class 12 contains 169679 members 
Mstep: Class 13 contains 1995 members 
Mstep: Class 14 contains 12301 members 
Mstep: Class 15 contains 165648 members 
Mstep: Class 16 contains 164384 members 
Mstep: Class 17 contains 194 members 
Mstep: Class 18 contains 456 members 
Mstep: Class 19 contains 23806 members 
Mstep: Class 20 contains 55746 members 
Mstep: Class 21 contains 159628 members 
Mstep: Class 22 contains 77963 members 
Mstep: Class 23 contains 154579 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409664.000000 Penalty: 87655.367188
Iteration 120F: 26 clusters Score -1.804097e+08 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 160823 members 
Mstep: Class 2 contains 2761 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 172084 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 39196 members 
Mstep: Class 7 contains 1115 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 5418 members 
Mstep: Class 10 contains 5839 members 
Mstep: Class 11 contains 602 members 
Mstep: Class 12 contains 169701 members 
Mstep: Class 13 contains 1996 members 
Mstep: Class 14 contains 12225 members 
Mstep: Class 15 contains 165618 members 
Mstep: Class 16 contains 164383 members 
Mstep: Class 17 contains 212 members 
Mstep: Class 18 contains 455 members 
Mstep: Class 19 contains 23814 members 
Mstep: Class 20 contains 55677 members 
Mstep: Class 21 contains 159649 members 
Mstep: Class 22 contains 78010 members 
Mstep: Class 23 contains 154593 members 
Mstep: Class 24 contains 643 members 
Mstep: Class 25 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410176.000000 Penalty: 87655.367188
Iteration 121Q: 26 clusters Score -1.804102e+08 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 160799 members 
Mstep: Class 2 contains 2767 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 171990 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 39387 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 5437 members 
Mstep: Class 10 contains 5811 members 
Mstep: Class 11 contains 609 members 
Mstep: Class 12 contains 169677 members 
Mstep: Class 13 contains 1998 members 
Mstep: Class 14 contains 12149 members 
Mstep: Class 15 contains 165600 members 
Mstep: Class 16 contains 164370 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 23826 members 
Mstep: Class 20 contains 55614 members 
Mstep: Class 21 contains 159625 members 
Mstep: Class 22 contains 78076 members 
Mstep: Class 23 contains 154657 members 
Mstep: Class 24 contains 639 members 
Mstep: Class 25 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409824.000000 Penalty: 87655.367188
Iteration 122Q: 26 clusters Score -1.804098e+08 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 160791 members 
Mstep: Class 2 contains 2765 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 171910 members 
Mstep: Class 5 contains 3155 members 
Mstep: Class 6 contains 39587 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 5455 members 
Mstep: Class 10 contains 5791 members 
Mstep: Class 11 contains 612 members 
Mstep: Class 12 contains 169659 members 
Mstep: Class 13 contains 2000 members 
Mstep: Class 14 contains 12077 members 
Mstep: Class 15 contains 165539 members 
Mstep: Class 16 contains 164367 members 
Mstep: Class 17 contains 227 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 23852 members 
Mstep: Class 20 contains 55557 members 
Mstep: Class 21 contains 159635 members 
Mstep: Class 22 contains 78124 members 
Mstep: Class 23 contains 154669 members 
Mstep: Class 24 contains 637 members 
Mstep: Class 25 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409856.000000 Penalty: 87655.367188
Iteration 123Q: 26 clusters Score -1.804099e+08 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 160810 members 
Mstep: Class 2 contains 2767 members 
Mstep: Class 3 contains 893 members 
Mstep: Class 4 contains 171816 members 
Mstep: Class 5 contains 3151 members 
Mstep: Class 6 contains 39781 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 5472 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169644 members 
Mstep: Class 13 contains 2000 members 
Mstep: Class 14 contains 11989 members 
Mstep: Class 15 contains 165493 members 
Mstep: Class 16 contains 164380 members 
Mstep: Class 17 contains 231 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 23874 members 
Mstep: Class 20 contains 55486 members 
Mstep: Class 21 contains 159599 members 
Mstep: Class 22 contains 78189 members 
Mstep: Class 23 contains 154708 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410368.000000 Penalty: 87655.367188
Iteration 124Q: 26 clusters Score -1.804104e+08 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 160789 members 
Mstep: Class 2 contains 2766 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 171765 members 
Mstep: Class 5 contains 3149 members 
Mstep: Class 6 contains 39979 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 10 contains 5756 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169631 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 11924 members 
Mstep: Class 15 contains 165438 members 
Mstep: Class 16 contains 164396 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 23885 members 
Mstep: Class 20 contains 55405 members 
Mstep: Class 21 contains 159556 members 
Mstep: Class 22 contains 78238 members 
Mstep: Class 23 contains 154760 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410448.000000 Penalty: 87655.367188
Iteration 125Q: 26 clusters Score -1.804104e+08 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 160762 members 
Mstep: Class 2 contains 2763 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 171712 members 
Mstep: Class 5 contains 3148 members 
Mstep: Class 6 contains 40174 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 5516 members 
Mstep: Class 10 contains 5729 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169631 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 11857 members 
Mstep: Class 15 contains 165401 members 
Mstep: Class 16 contains 164391 members 
Mstep: Class 17 contains 240 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 23901 members 
Mstep: Class 20 contains 55322 members 
Mstep: Class 21 contains 159546 members 
Mstep: Class 22 contains 78279 members 
Mstep: Class 23 contains 154798 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410224.000000 Penalty: 87655.367188
Iteration 126Q: 26 clusters Score -1.804102e+08 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 160719 members 
Mstep: Class 2 contains 2762 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 171626 members 
Mstep: Class 5 contains 3145 members 
Mstep: Class 6 contains 40360 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 5542 members 
Mstep: Class 10 contains 5699 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169619 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 11789 members 
Mstep: Class 15 contains 165400 members 
Mstep: Class 16 contains 164352 members 
Mstep: Class 17 contains 243 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 23922 members 
Mstep: Class 20 contains 55249 members 
Mstep: Class 21 contains 159535 members 
Mstep: Class 22 contains 78337 members 
Mstep: Class 23 contains 154873 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410528.000000 Penalty: 87655.367188
Iteration 127Q: 26 clusters Score -1.804105e+08 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 160699 members 
Mstep: Class 2 contains 2765 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 171573 members 
Mstep: Class 5 contains 3144 members 
Mstep: Class 6 contains 40527 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 5567 members 
Mstep: Class 10 contains 5684 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169612 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 11744 members 
Mstep: Class 15 contains 165364 members 
Mstep: Class 16 contains 164299 members 
Mstep: Class 17 contains 244 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 23950 members 
Mstep: Class 20 contains 55169 members 
Mstep: Class 21 contains 159503 members 
Mstep: Class 22 contains 78392 members 
Mstep: Class 23 contains 154936 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410768.000000 Penalty: 87655.367188
Iteration 128Q: 26 clusters Score -1.804108e+08 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 160662 members 
Mstep: Class 2 contains 2771 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 171505 members 
Mstep: Class 5 contains 3143 members 
Mstep: Class 6 contains 40683 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1389 members 
Mstep: Class 9 contains 5595 members 
Mstep: Class 10 contains 5670 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169600 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 11699 members 
Mstep: Class 15 contains 165341 members 
Mstep: Class 16 contains 164305 members 
Mstep: Class 17 contains 245 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 23964 members 
Mstep: Class 20 contains 55098 members 
Mstep: Class 21 contains 159477 members 
Mstep: Class 22 contains 78440 members 
Mstep: Class 23 contains 154974 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410656.000000 Penalty: 87655.367188
Iteration 129Q: 26 clusters Score -1.804107e+08 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 160620 members 
Mstep: Class 2 contains 2774 members 
Mstep: Class 3 contains 893 members 
Mstep: Class 4 contains 171451 members 
Mstep: Class 5 contains 3143 members 
Mstep: Class 6 contains 40842 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 5619 members 
Mstep: Class 10 contains 5655 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169579 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 11650 members 
Mstep: Class 15 contains 165337 members 
Mstep: Class 16 contains 164295 members 
Mstep: Class 17 contains 245 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 23977 members 
Mstep: Class 20 contains 55018 members 
Mstep: Class 21 contains 159487 members 
Mstep: Class 22 contains 78481 members 
Mstep: Class 23 contains 154999 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410560.000000 Penalty: 87655.367188
Iteration 130Q: 26 clusters Score -1.804106e+08 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 160585 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 3 contains 893 members 
Mstep: Class 4 contains 171354 members 
Mstep: Class 5 contains 3143 members 
Mstep: Class 6 contains 41000 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 5641 members 
Mstep: Class 10 contains 5643 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169574 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 11597 members 
Mstep: Class 15 contains 165325 members 
Mstep: Class 16 contains 164314 members 
Mstep: Class 17 contains 245 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 23990 members 
Mstep: Class 20 contains 54951 members 
Mstep: Class 21 contains 159486 members 
Mstep: Class 22 contains 78545 members 
Mstep: Class 23 contains 155001 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410480.000000 Penalty: 87655.367188
Iteration 131Q: 26 clusters Score -1.804105e+08 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 160547 members 
Mstep: Class 2 contains 2776 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 171262 members 
Mstep: Class 5 contains 3139 members 
Mstep: Class 6 contains 41166 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1392 members 
Mstep: Class 9 contains 5666 members 
Mstep: Class 10 contains 5622 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169555 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 11541 members 
Mstep: Class 15 contains 165326 members 
Mstep: Class 16 contains 164310 members 
Mstep: Class 17 contains 245 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24013 members 
Mstep: Class 20 contains 54883 members 
Mstep: Class 21 contains 159480 members 
Mstep: Class 22 contains 78605 members 
Mstep: Class 23 contains 155033 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410208.000000 Penalty: 87655.367188
Iteration 132Q: 26 clusters Score -1.804102e+08 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 160491 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 171180 members 
Mstep: Class 5 contains 3134 members 
Mstep: Class 6 contains 41342 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1392 members 
Mstep: Class 9 contains 5690 members 
Mstep: Class 10 contains 5604 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169540 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 11489 members 
Mstep: Class 15 contains 165313 members 
Mstep: Class 16 contains 164294 members 
Mstep: Class 17 contains 245 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24029 members 
Mstep: Class 20 contains 54825 members 
Mstep: Class 21 contains 159445 members 
Mstep: Class 22 contains 78669 members 
Mstep: Class 23 contains 155102 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410368.000000 Penalty: 87655.367188
Iteration 133Q: 26 clusters Score -1.804104e+08 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 160446 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 171083 members 
Mstep: Class 5 contains 3128 members 
Mstep: Class 6 contains 41508 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1392 members 
Mstep: Class 9 contains 5707 members 
Mstep: Class 10 contains 5585 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169516 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 11439 members 
Mstep: Class 15 contains 165309 members 
Mstep: Class 16 contains 164300 members 
Mstep: Class 17 contains 245 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24041 members 
Mstep: Class 20 contains 54763 members 
Mstep: Class 21 contains 159418 members 
Mstep: Class 22 contains 78738 members 
Mstep: Class 23 contains 155166 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410512.000000 Penalty: 87655.367188
Iteration 134Q: 26 clusters Score -1.804105e+08 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 160424 members 
Mstep: Class 2 contains 2774 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 171009 members 
Mstep: Class 5 contains 3122 members 
Mstep: Class 6 contains 41667 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 5724 members 
Mstep: Class 10 contains 5588 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169490 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 11370 members 
Mstep: Class 15 contains 165321 members 
Mstep: Class 16 contains 164272 members 
Mstep: Class 17 contains 245 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24054 members 
Mstep: Class 20 contains 54704 members 
Mstep: Class 21 contains 159384 members 
Mstep: Class 22 contains 78799 members 
Mstep: Class 23 contains 155224 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410704.000000 Penalty: 87655.367188
Iteration 135Q: 26 clusters Score -1.804107e+08 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 160450 members 
Mstep: Class 2 contains 2771 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 170971 members 
Mstep: Class 5 contains 3118 members 
Mstep: Class 6 contains 41841 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 5742 members 
Mstep: Class 10 contains 5588 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169459 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 11332 members 
Mstep: Class 15 contains 165305 members 
Mstep: Class 16 contains 164195 members 
Mstep: Class 17 contains 245 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24059 members 
Mstep: Class 20 contains 54637 members 
Mstep: Class 21 contains 159336 members 
Mstep: Class 22 contains 78854 members 
Mstep: Class 23 contains 155268 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410800.000000 Penalty: 87655.367188
Iteration 136Q: 26 clusters Score -1.804108e+08 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 160495 members 
Mstep: Class 2 contains 2764 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 170925 members 
Mstep: Class 5 contains 3118 members 
Mstep: Class 6 contains 42006 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1391 members 
Mstep: Class 9 contains 5758 members 
Mstep: Class 10 contains 5573 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169441 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 11278 members 
Mstep: Class 15 contains 165288 members 
Mstep: Class 16 contains 164184 members 
Mstep: Class 17 contains 245 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24069 members 
Mstep: Class 20 contains 54565 members 
Mstep: Class 21 contains 159270 members 
Mstep: Class 22 contains 78919 members 
Mstep: Class 23 contains 155272 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411024.000000 Penalty: 87655.367188
Iteration 137Q: 26 clusters Score -1.80411e+08 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 160566 members 
Mstep: Class 2 contains 2762 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 170865 members 
Mstep: Class 5 contains 3118 members 
Mstep: Class 6 contains 42154 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1389 members 
Mstep: Class 9 contains 5772 members 
Mstep: Class 10 contains 5556 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169401 members 
Mstep: Class 13 contains 2000 members 
Mstep: Class 14 contains 11235 members 
Mstep: Class 15 contains 165280 members 
Mstep: Class 16 contains 164161 members 
Mstep: Class 17 contains 245 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24087 members 
Mstep: Class 20 contains 54489 members 
Mstep: Class 21 contains 159238 members 
Mstep: Class 22 contains 78983 members 
Mstep: Class 23 contains 155259 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411040.000000 Penalty: 87655.367188
Iteration 138Q: 26 clusters Score -1.80411e+08 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 160614 members 
Mstep: Class 2 contains 2754 members 
Mstep: Class 3 contains 893 members 
Mstep: Class 4 contains 170826 members 
Mstep: Class 5 contains 3117 members 
Mstep: Class 6 contains 42308 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1391 members 
Mstep: Class 9 contains 5787 members 
Mstep: Class 10 contains 5542 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169364 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 11198 members 
Mstep: Class 15 contains 165250 members 
Mstep: Class 16 contains 164091 members 
Mstep: Class 17 contains 245 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24108 members 
Mstep: Class 20 contains 54428 members 
Mstep: Class 21 contains 159240 members 
Mstep: Class 22 contains 79051 members 
Mstep: Class 23 contains 155246 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410816.000000 Penalty: 87655.367188
Iteration 139Q: 26 clusters Score -1.804108e+08 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 160656 members 
Mstep: Class 2 contains 2749 members 
Mstep: Class 3 contains 893 members 
Mstep: Class 4 contains 170814 members 
Mstep: Class 5 contains 3116 members 
Mstep: Class 6 contains 42449 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1392 members 
Mstep: Class 9 contains 5798 members 
Mstep: Class 10 contains 5548 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169344 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 11179 members 
Mstep: Class 15 contains 165235 members 
Mstep: Class 16 contains 164060 members 
Mstep: Class 17 contains 245 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24122 members 
Mstep: Class 20 contains 54355 members 
Mstep: Class 21 contains 159237 members 
Mstep: Class 22 contains 79102 members 
Mstep: Class 23 contains 155159 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410704.000000 Penalty: 87655.367188
Iteration 140F: 26 clusters Score -1.804107e+08 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 160711 members 
Mstep: Class 2 contains 2747 members 
Mstep: Class 3 contains 893 members 
Mstep: Class 4 contains 170809 members 
Mstep: Class 5 contains 3112 members 
Mstep: Class 6 contains 42596 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1391 members 
Mstep: Class 9 contains 5815 members 
Mstep: Class 10 contains 5546 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169314 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 11153 members 
Mstep: Class 15 contains 165233 members 
Mstep: Class 16 contains 164026 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24139 members 
Mstep: Class 20 contains 54301 members 
Mstep: Class 21 contains 159223 members 
Mstep: Class 22 contains 79137 members 
Mstep: Class 23 contains 155061 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410640.000000 Penalty: 87655.367188
Iteration 141Q: 26 clusters Score -1.804106e+08 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 160756 members 
Mstep: Class 2 contains 2746 members 
Mstep: Class 3 contains 893 members 
Mstep: Class 4 contains 170776 members 
Mstep: Class 5 contains 3109 members 
Mstep: Class 6 contains 42737 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1391 members 
Mstep: Class 9 contains 5832 members 
Mstep: Class 10 contains 5547 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169306 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 11109 members 
Mstep: Class 15 contains 165219 members 
Mstep: Class 16 contains 163980 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24154 members 
Mstep: Class 20 contains 54263 members 
Mstep: Class 21 contains 159224 members 
Mstep: Class 22 contains 79181 members 
Mstep: Class 23 contains 154984 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410608.000000 Penalty: 87655.367188
Iteration 142Q: 26 clusters Score -1.804106e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 160799 members 
Mstep: Class 2 contains 2748 members 
Mstep: Class 3 contains 893 members 
Mstep: Class 4 contains 170731 members 
Mstep: Class 5 contains 3108 members 
Mstep: Class 6 contains 42879 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1389 members 
Mstep: Class 9 contains 5846 members 
Mstep: Class 10 contains 5538 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169291 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 11049 members 
Mstep: Class 15 contains 165237 members 
Mstep: Class 16 contains 163907 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24167 members 
Mstep: Class 20 contains 54223 members 
Mstep: Class 21 contains 159230 members 
Mstep: Class 22 contains 79229 members 
Mstep: Class 23 contains 154943 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411024.000000 Penalty: 87655.367188
Iteration 143Q: 26 clusters Score -1.80411e+08 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 160842 members 
Mstep: Class 2 contains 2749 members 
Mstep: Class 3 contains 893 members 
Mstep: Class 4 contains 170673 members 
Mstep: Class 5 contains 3107 members 
Mstep: Class 6 contains 43010 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1389 members 
Mstep: Class 9 contains 5856 members 
Mstep: Class 10 contains 5542 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169313 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 10981 members 
Mstep: Class 15 contains 165240 members 
Mstep: Class 16 contains 163901 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24181 members 
Mstep: Class 20 contains 54172 members 
Mstep: Class 21 contains 159190 members 
Mstep: Class 22 contains 79275 members 
Mstep: Class 23 contains 154893 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411392.000000 Penalty: 87655.367188
Iteration 144Q: 26 clusters Score -1.804114e+08 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 160869 members 
Mstep: Class 2 contains 2745 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170642 members 
Mstep: Class 5 contains 3107 members 
Mstep: Class 6 contains 43153 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1389 members 
Mstep: Class 9 contains 5864 members 
Mstep: Class 10 contains 5533 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169321 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 10934 members 
Mstep: Class 15 contains 165222 members 
Mstep: Class 16 contains 163857 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24198 members 
Mstep: Class 20 contains 54107 members 
Mstep: Class 21 contains 159142 members 
Mstep: Class 22 contains 79315 members 
Mstep: Class 23 contains 154913 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410864.000000 Penalty: 87655.367188
Iteration 145Q: 26 clusters Score -1.804109e+08 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 160858 members 
Mstep: Class 2 contains 2739 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170653 members 
Mstep: Class 5 contains 3107 members 
Mstep: Class 6 contains 43285 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1389 members 
Mstep: Class 9 contains 5870 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169340 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 10887 members 
Mstep: Class 15 contains 165218 members 
Mstep: Class 16 contains 163824 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24210 members 
Mstep: Class 20 contains 54053 members 
Mstep: Class 21 contains 159135 members 
Mstep: Class 22 contains 79355 members 
Mstep: Class 23 contains 154860 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410928.000000 Penalty: 87655.367188
Iteration 146Q: 26 clusters Score -1.804109e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 160824 members 
Mstep: Class 2 contains 2734 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170656 members 
Mstep: Class 5 contains 3108 members 
Mstep: Class 6 contains 43406 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1389 members 
Mstep: Class 9 contains 5882 members 
Mstep: Class 10 contains 5519 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169324 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 10846 members 
Mstep: Class 15 contains 165232 members 
Mstep: Class 16 contains 163846 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24229 members 
Mstep: Class 20 contains 53983 members 
Mstep: Class 21 contains 159129 members 
Mstep: Class 22 contains 79372 members 
Mstep: Class 23 contains 154830 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411376.000000 Penalty: 87655.367188
Iteration 147Q: 26 clusters Score -1.804114e+08 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 160778 members 
Mstep: Class 2 contains 2731 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170670 members 
Mstep: Class 5 contains 3108 members 
Mstep: Class 6 contains 43528 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 5896 members 
Mstep: Class 10 contains 5506 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169354 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 10800 members 
Mstep: Class 15 contains 165246 members 
Mstep: Class 16 contains 163837 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24239 members 
Mstep: Class 20 contains 53928 members 
Mstep: Class 21 contains 159103 members 
Mstep: Class 22 contains 79400 members 
Mstep: Class 23 contains 154796 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411072.000000 Penalty: 87655.367188
Iteration 148Q: 26 clusters Score -1.804111e+08 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 160743 members 
Mstep: Class 2 contains 2728 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170675 members 
Mstep: Class 5 contains 3106 members 
Mstep: Class 6 contains 43622 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 5907 members 
Mstep: Class 10 contains 5497 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169400 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 10760 members 
Mstep: Class 15 contains 165252 members 
Mstep: Class 16 contains 163827 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24251 members 
Mstep: Class 20 contains 53872 members 
Mstep: Class 21 contains 159099 members 
Mstep: Class 22 contains 79430 members 
Mstep: Class 23 contains 154752 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411408.000000 Penalty: 87655.367188
Iteration 149Q: 26 clusters Score -1.804114e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 160712 members 
Mstep: Class 2 contains 2722 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170659 members 
Mstep: Class 5 contains 3104 members 
Mstep: Class 6 contains 43726 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1386 members 
Mstep: Class 9 contains 5927 members 
Mstep: Class 10 contains 5473 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169424 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 10720 members 
Mstep: Class 15 contains 165250 members 
Mstep: Class 16 contains 163815 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24265 members 
Mstep: Class 20 contains 53817 members 
Mstep: Class 21 contains 159086 members 
Mstep: Class 22 contains 79445 members 
Mstep: Class 23 contains 154777 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411536.000000 Penalty: 87655.367188
Iteration 150Q: 26 clusters Score -1.804115e+08 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 160713 members 
Mstep: Class 2 contains 2717 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170665 members 
Mstep: Class 5 contains 3103 members 
Mstep: Class 6 contains 43825 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 5949 members 
Mstep: Class 10 contains 5458 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169426 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 10660 members 
Mstep: Class 15 contains 165247 members 
Mstep: Class 16 contains 163795 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24277 members 
Mstep: Class 20 contains 53759 members 
Mstep: Class 21 contains 159082 members 
Mstep: Class 22 contains 79448 members 
Mstep: Class 23 contains 154796 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411696.000000 Penalty: 87655.367188
Iteration 151Q: 26 clusters Score -1.804117e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 160698 members 
Mstep: Class 2 contains 2712 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170652 members 
Mstep: Class 5 contains 3102 members 
Mstep: Class 6 contains 43922 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 5972 members 
Mstep: Class 10 contains 5446 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169428 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 10597 members 
Mstep: Class 15 contains 165259 members 
Mstep: Class 16 contains 163789 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24292 members 
Mstep: Class 20 contains 53699 members 
Mstep: Class 21 contains 159059 members 
Mstep: Class 22 contains 79469 members 
Mstep: Class 23 contains 154823 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411408.000000 Penalty: 87655.367188
Iteration 152Q: 26 clusters Score -1.804114e+08 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 160677 members 
Mstep: Class 2 contains 2707 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170608 members 
Mstep: Class 5 contains 3102 members 
Mstep: Class 6 contains 44023 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 5982 members 
Mstep: Class 10 contains 5437 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169432 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 10541 members 
Mstep: Class 15 contains 165264 members 
Mstep: Class 16 contains 163846 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24309 members 
Mstep: Class 20 contains 53632 members 
Mstep: Class 21 contains 159035 members 
Mstep: Class 22 contains 79522 members 
Mstep: Class 23 contains 154799 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411440.000000 Penalty: 87655.367188
Iteration 153Q: 26 clusters Score -1.804114e+08 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 160667 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170558 members 
Mstep: Class 5 contains 3099 members 
Mstep: Class 6 contains 44120 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 5990 members 
Mstep: Class 10 contains 5432 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169467 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 10483 members 
Mstep: Class 15 contains 165254 members 
Mstep: Class 16 contains 163861 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24323 members 
Mstep: Class 20 contains 53561 members 
Mstep: Class 21 contains 159041 members 
Mstep: Class 22 contains 79575 members 
Mstep: Class 23 contains 154782 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411360.000000 Penalty: 87655.367188
Iteration 154Q: 26 clusters Score -1.804114e+08 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 160633 members 
Mstep: Class 2 contains 2701 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170525 members 
Mstep: Class 5 contains 3098 members 
Mstep: Class 6 contains 44224 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 5999 members 
Mstep: Class 10 contains 5414 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169475 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 10429 members 
Mstep: Class 15 contains 165241 members 
Mstep: Class 16 contains 163901 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24336 members 
Mstep: Class 20 contains 53500 members 
Mstep: Class 21 contains 159014 members 
Mstep: Class 22 contains 79617 members 
Mstep: Class 23 contains 154810 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411408.000000 Penalty: 87655.367188
Iteration 155Q: 26 clusters Score -1.804114e+08 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 160607 members 
Mstep: Class 2 contains 2697 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170526 members 
Mstep: Class 5 contains 3096 members 
Mstep: Class 6 contains 44342 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 6007 members 
Mstep: Class 10 contains 5395 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169487 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 10365 members 
Mstep: Class 15 contains 165206 members 
Mstep: Class 16 contains 163872 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24350 members 
Mstep: Class 20 contains 53448 members 
Mstep: Class 21 contains 158989 members 
Mstep: Class 22 contains 79654 members 
Mstep: Class 23 contains 154878 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411072.000000 Penalty: 87655.367188
Iteration 156Q: 26 clusters Score -1.804111e+08 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 160602 members 
Mstep: Class 2 contains 2693 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170498 members 
Mstep: Class 5 contains 3096 members 
Mstep: Class 6 contains 44458 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 6018 members 
Mstep: Class 10 contains 5390 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169481 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 10284 members 
Mstep: Class 15 contains 165175 members 
Mstep: Class 16 contains 163882 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24379 members 
Mstep: Class 20 contains 53387 members 
Mstep: Class 21 contains 158990 members 
Mstep: Class 22 contains 79685 members 
Mstep: Class 23 contains 154901 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410816.000000 Penalty: 87655.367188
Iteration 157Q: 26 clusters Score -1.804108e+08 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 160574 members 
Mstep: Class 2 contains 2686 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170478 members 
Mstep: Class 5 contains 3096 members 
Mstep: Class 6 contains 44575 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 6025 members 
Mstep: Class 10 contains 5385 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169469 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 10220 members 
Mstep: Class 15 contains 165146 members 
Mstep: Class 16 contains 163889 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24401 members 
Mstep: Class 20 contains 53334 members 
Mstep: Class 21 contains 158972 members 
Mstep: Class 22 contains 79717 members 
Mstep: Class 23 contains 154952 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410944.000000 Penalty: 87655.367188
Iteration 158Q: 26 clusters Score -1.804109e+08 nChanged 1734
Entering ConstructFrom: 
Score: -180410944.000000 Penalty: 87655.367188
Entering ConstructFrom: 
Trying to split cluster 1 (160549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160549 members 
Entering Unmasked Estep 
Score: -21287222.000000 Penalty: 2972.615967
	Iteration 0F: 2 clusters Score -2.128722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80444 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
Score: -21181766.000000 Penalty: 5945.231934
	Iteration 0F: 3 clusters Score -2.118177e+07 nChanged 77119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83033 members 
Mstep: Class 2 contains 77516 members 
Entering Unmasked Estep 
Score: -21227848.000000 Penalty: 5945.231934
	Iteration 1F: 3 clusters Score -2.122785e+07 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85318 members 
Mstep: Class 2 contains 75231 members 
Entering Unmasked Estep 
Score: -21229938.000000 Penalty: 5945.231934
	Iteration 2Q: 3 clusters Score -2.122994e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88960 members 
Mstep: Class 2 contains 71589 members 
Entering Unmasked Estep 
Score: -21233132.000000 Penalty: 5945.231934
	Iteration 3Q: 3 clusters Score -2.123313e+07 nChanged 9600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94310 members 
Mstep: Class 2 contains 66239 members 
Entering Unmasked Estep 
Score: -21238454.000000 Penalty: 5945.231934
	Iteration 4F: 3 clusters Score -2.123845e+07 nChanged 11514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101234 members 
Mstep: Class 2 contains 59315 members 
Entering Unmasked Estep 
Score: -21246430.000000 Penalty: 5945.231934
	Iteration 5F: 3 clusters Score -2.124643e+07 nChanged 12294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108786 members 
Mstep: Class 2 contains 51763 members 
Entering Unmasked Estep 
Score: -21256924.000000 Penalty: 5945.231934
	Iteration 6F: 3 clusters Score -2.125692e+07 nChanged 10945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114707 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -21267234.000000 Penalty: 5945.231934
	Iteration 7F: 3 clusters Score -2.126723e+07 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118013 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -21273430.000000 Penalty: 5945.231934
	Iteration 8Q: 3 clusters Score -2.127343e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120287 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -21275694.000000 Penalty: 5945.231934
	Iteration 9Q: 3 clusters Score -2.127569e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122286 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -21276692.000000 Penalty: 5945.231934
	Iteration 10Q: 3 clusters Score -2.127669e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124254 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -21277718.000000 Penalty: 5945.231934
	Iteration 11Q: 3 clusters Score -2.127772e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126133 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -21278476.000000 Penalty: 5945.231934
	Iteration 12Q: 3 clusters Score -2.127848e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127945 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -21279136.000000 Penalty: 5945.231934
	Iteration 13Q: 3 clusters Score -2.127914e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129634 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -21279704.000000 Penalty: 5945.231934
	Iteration 14Q: 3 clusters Score -2.12797e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131216 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -21280158.000000 Penalty: 5945.231934
	Iteration 15Q: 3 clusters Score -2.128016e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132731 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -21280666.000000 Penalty: 5945.231934
	Iteration 16Q: 3 clusters Score -2.128067e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134146 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -21281118.000000 Penalty: 5945.231934
	Iteration 17Q: 3 clusters Score -2.128112e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135496 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -21281384.000000 Penalty: 5945.231934
	Iteration 18Q: 3 clusters Score -2.128138e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136794 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -21281732.000000 Penalty: 5945.231934
	Iteration 19Q: 3 clusters Score -2.128173e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138050 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -21282150.000000 Penalty: 5945.231934
	Iteration 20F: 3 clusters Score -2.128215e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139180 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -21282380.000000 Penalty: 5945.231934
	Iteration 21Q: 3 clusters Score -2.128238e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140253 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -21282580.000000 Penalty: 5945.231934
	Iteration 22Q: 3 clusters Score -2.128258e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141248 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -21282908.000000 Penalty: 5945.231934
	Iteration 23Q: 3 clusters Score -2.128291e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142187 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -21283146.000000 Penalty: 5945.231934
	Iteration 24Q: 3 clusters Score -2.128315e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143083 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -21283436.000000 Penalty: 5945.231934
	Iteration 25Q: 3 clusters Score -2.128344e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143951 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -21283676.000000 Penalty: 5945.231934
	Iteration 26Q: 3 clusters Score -2.128368e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144767 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -21283854.000000 Penalty: 5945.231934
	Iteration 27Q: 3 clusters Score -2.128385e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145543 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -21284074.000000 Penalty: 5945.231934
	Iteration 28Q: 3 clusters Score -2.128407e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146252 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -21284244.000000 Penalty: 5945.231934
	Iteration 29Q: 3 clusters Score -2.128424e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146909 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -21284330.000000 Penalty: 5945.231934
	Iteration 30Q: 3 clusters Score -2.128433e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147515 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -21284496.000000 Penalty: 5945.231934
	Iteration 31Q: 3 clusters Score -2.12845e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148105 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -21284548.000000 Penalty: 5945.231934
	Iteration 32Q: 3 clusters Score -2.128455e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148675 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -21284602.000000 Penalty: 5945.231934
	Iteration 33Q: 3 clusters Score -2.12846e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149178 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -21284746.000000 Penalty: 5945.231934
	Iteration 34Q: 3 clusters Score -2.128475e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149647 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -21284766.000000 Penalty: 5945.231934
	Iteration 35Q: 3 clusters Score -2.128477e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150074 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -21284896.000000 Penalty: 5945.231934
	Iteration 36Q: 3 clusters Score -2.12849e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150493 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -21284932.000000 Penalty: 5945.231934
	Iteration 37Q: 3 clusters Score -2.128493e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150914 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -21284958.000000 Penalty: 5945.231934
	Iteration 38Q: 3 clusters Score -2.128496e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151334 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -21284946.000000 Penalty: 5945.231934
	Iteration 39Q: 3 clusters Score -2.128495e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151682 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -21284984.000000 Penalty: 5945.231934
	Iteration 40F: 3 clusters Score -2.128498e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152022 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -21285070.000000 Penalty: 5945.231934
	Iteration 41Q: 3 clusters Score -2.128507e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152380 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -21285234.000000 Penalty: 5945.231934
	Iteration 42Q: 3 clusters Score -2.128523e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152709 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -21285306.000000 Penalty: 5945.231934
	Iteration 43Q: 3 clusters Score -2.128531e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153036 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -21285368.000000 Penalty: 5945.231934
	Iteration 44Q: 3 clusters Score -2.128537e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153318 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -21285412.000000 Penalty: 5945.231934
	Iteration 45Q: 3 clusters Score -2.128541e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153584 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -21285422.000000 Penalty: 5945.231934
	Iteration 46Q: 3 clusters Score -2.128542e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153812 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -21285478.000000 Penalty: 5945.231934
	Iteration 47Q: 3 clusters Score -2.128548e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154035 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -21285440.000000 Penalty: 5945.231934
	Iteration 48Q: 3 clusters Score -2.128544e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154236 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -21285464.000000 Penalty: 5945.231934
	Iteration 49Q: 3 clusters Score -2.128546e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154436 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -21285458.000000 Penalty: 5945.231934
	Iteration 50Q: 3 clusters Score -2.128546e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154613 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -21285470.000000 Penalty: 5945.231934
	Iteration 51Q: 3 clusters Score -2.128547e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154776 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -21285410.000000 Penalty: 5945.231934
	Iteration 52Q: 3 clusters Score -2.128541e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154921 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -21285392.000000 Penalty: 5945.231934
	Iteration 53Q: 3 clusters Score -2.128539e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155079 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -21285354.000000 Penalty: 5945.231934
	Iteration 54Q: 3 clusters Score -2.128535e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155251 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -21285388.000000 Penalty: 5945.231934
	Iteration 55Q: 3 clusters Score -2.128539e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155392 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -21285382.000000 Penalty: 5945.231934
	Iteration 56Q: 3 clusters Score -2.128538e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155529 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -21285366.000000 Penalty: 5945.231934
	Iteration 57Q: 3 clusters Score -2.128537e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155641 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -21285332.000000 Penalty: 5945.231934
	Iteration 58Q: 3 clusters Score -2.128533e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155761 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -21285384.000000 Penalty: 5945.231934
	Iteration 59Q: 3 clusters Score -2.128538e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155878 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -21285424.000000 Penalty: 5945.231934
	Iteration 60F: 3 clusters Score -2.128542e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155998 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -21285446.000000 Penalty: 5945.231934
	Iteration 61Q: 3 clusters Score -2.128545e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156117 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -21285456.000000 Penalty: 5945.231934
	Iteration 62Q: 3 clusters Score -2.128546e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156229 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -21285466.000000 Penalty: 5945.231934
	Iteration 63Q: 3 clusters Score -2.128547e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156329 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -21285462.000000 Penalty: 5945.231934
	Iteration 64Q: 3 clusters Score -2.128546e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156436 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -21285464.000000 Penalty: 5945.231934
	Iteration 65Q: 3 clusters Score -2.128546e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156538 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -21285456.000000 Penalty: 5945.231934
	Iteration 66Q: 3 clusters Score -2.128546e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156628 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -21285460.000000 Penalty: 5945.231934
	Iteration 67Q: 3 clusters Score -2.128546e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156720 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -21285488.000000 Penalty: 5945.231934
	Iteration 68Q: 3 clusters Score -2.128549e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156789 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -21285468.000000 Penalty: 5945.231934
	Iteration 69Q: 3 clusters Score -2.128547e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156860 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -21285472.000000 Penalty: 5945.231934
	Iteration 70Q: 3 clusters Score -2.128547e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156927 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -21285496.000000 Penalty: 5945.231934
	Iteration 71Q: 3 clusters Score -2.12855e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156973 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -21285478.000000 Penalty: 5945.231934
	Iteration 72Q: 3 clusters Score -2.128548e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157012 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -21285468.000000 Penalty: 5945.231934
	Iteration 73Q: 3 clusters Score -2.128547e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157045 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -21285478.000000 Penalty: 5945.231934
	Iteration 74Q: 3 clusters Score -2.128548e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157075 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -21285458.000000 Penalty: 5945.231934
	Iteration 75Q: 3 clusters Score -2.128546e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157100 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -21285462.000000 Penalty: 5945.231934
	Iteration 76Q: 3 clusters Score -2.128546e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157125 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -21285464.000000 Penalty: 5945.231934
	Iteration 77Q: 3 clusters Score -2.128546e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157154 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -21285484.000000 Penalty: 5945.231934
	Iteration 78Q: 3 clusters Score -2.128548e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157174 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -21285476.000000 Penalty: 5945.231934
	Iteration 79Q: 3 clusters Score -2.128548e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157191 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -21285454.000000 Penalty: 5945.231934
	Iteration 80F: 3 clusters Score -2.128545e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157214 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -21285460.000000 Penalty: 5945.231934
	Iteration 81Q: 3 clusters Score -2.128546e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157236 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -21285458.000000 Penalty: 5945.231934
	Iteration 82Q: 3 clusters Score -2.128546e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157260 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -21285430.000000 Penalty: 5945.231934
	Iteration 83Q: 3 clusters Score -2.128543e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157289 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -21285430.000000 Penalty: 5945.231934
	Iteration 84Q: 3 clusters Score -2.128543e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157318 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -21285462.000000 Penalty: 5945.231934
	Iteration 85Q: 3 clusters Score -2.128546e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157351 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -21285450.000000 Penalty: 5945.231934
	Iteration 86Q: 3 clusters Score -2.128545e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157371 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -21285456.000000 Penalty: 5945.231934
	Iteration 87Q: 3 clusters Score -2.128546e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157392 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -21285452.000000 Penalty: 5945.231934
	Iteration 88Q: 3 clusters Score -2.128545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157410 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -21285450.000000 Penalty: 5945.231934
	Iteration 89Q: 3 clusters Score -2.128545e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157428 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -21285462.000000 Penalty: 5945.231934
	Iteration 90Q: 3 clusters Score -2.128546e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157448 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -21285472.000000 Penalty: 5945.231934
	Iteration 91Q: 3 clusters Score -2.128547e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157475 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -21285440.000000 Penalty: 5945.231934
	Iteration 92Q: 3 clusters Score -2.128544e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157498 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -21285420.000000 Penalty: 5945.231934
	Iteration 93Q: 3 clusters Score -2.128542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157514 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -21285422.000000 Penalty: 5945.231934
	Iteration 94Q: 3 clusters Score -2.128542e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157535 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -21285436.000000 Penalty: 5945.231934
	Iteration 95Q: 3 clusters Score -2.128544e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157552 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -21285438.000000 Penalty: 5945.231934
	Iteration 96Q: 3 clusters Score -2.128544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157572 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -21285450.000000 Penalty: 5945.231934
	Iteration 97Q: 3 clusters Score -2.128545e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157594 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -21285436.000000 Penalty: 5945.231934
	Iteration 98Q: 3 clusters Score -2.128544e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157622 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -21285442.000000 Penalty: 5945.231934
	Iteration 99Q: 3 clusters Score -2.128544e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157654 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -21285472.000000 Penalty: 5945.231934
	Iteration 100F: 3 clusters Score -2.128547e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157687 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -21285492.000000 Penalty: 5945.231934
	Iteration 101Q: 3 clusters Score -2.128549e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157719 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -21285472.000000 Penalty: 5945.231934
	Iteration 102Q: 3 clusters Score -2.128547e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157743 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -21285490.000000 Penalty: 5945.231934
	Iteration 103Q: 3 clusters Score -2.128549e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157767 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -21285478.000000 Penalty: 5945.231934
	Iteration 104Q: 3 clusters Score -2.128548e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157787 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -21285472.000000 Penalty: 5945.231934
	Iteration 105Q: 3 clusters Score -2.128547e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157812 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -21285480.000000 Penalty: 5945.231934
	Iteration 106Q: 3 clusters Score -2.128548e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157828 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -21285474.000000 Penalty: 5945.231934
	Iteration 107Q: 3 clusters Score -2.128547e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157840 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -21285480.000000 Penalty: 5945.231934
	Iteration 108Q: 3 clusters Score -2.128548e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157858 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -21285480.000000 Penalty: 5945.231934
	Iteration 109Q: 3 clusters Score -2.128548e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157874 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -21285466.000000 Penalty: 5945.231934
	Iteration 110Q: 3 clusters Score -2.128547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157885 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -21285484.000000 Penalty: 5945.231934
	Iteration 111Q: 3 clusters Score -2.128548e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157900 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -21285466.000000 Penalty: 5945.231934
	Iteration 112Q: 3 clusters Score -2.128547e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157914 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -21285442.000000 Penalty: 5945.231934
	Iteration 113Q: 3 clusters Score -2.128544e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157928 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -21285452.000000 Penalty: 5945.231934
	Iteration 114Q: 3 clusters Score -2.128545e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157947 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -21285444.000000 Penalty: 5945.231934
	Iteration 115Q: 3 clusters Score -2.128544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157967 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -21285442.000000 Penalty: 5945.231934
	Iteration 116Q: 3 clusters Score -2.128544e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157989 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -21285428.000000 Penalty: 5945.231934
	Iteration 117Q: 3 clusters Score -2.128543e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158002 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -21285452.000000 Penalty: 5945.231934
	Iteration 118Q: 3 clusters Score -2.128545e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158016 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -21285450.000000 Penalty: 5945.231934
	Iteration 119Q: 3 clusters Score -2.128545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158025 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -21285460.000000 Penalty: 5945.231934
	Iteration 120F: 3 clusters Score -2.128546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158032 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -21285454.000000 Penalty: 5945.231934
	Iteration 121Q: 3 clusters Score -2.128545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158037 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -21285454.000000 Penalty: 5945.231934
	Iteration 122Q: 3 clusters Score -2.128545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158042 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -21285438.000000 Penalty: 5945.231934
	Iteration 123Q: 3 clusters Score -2.128544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158045 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -21285438.000000 Penalty: 5945.231934
	Iteration 124Q: 3 clusters Score -2.128544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158046 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -21285432.000000 Penalty: 5945.231934
	Iteration 125Q: 3 clusters Score -2.128543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158047 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -21285434.000000 Penalty: 5945.231934
	Iteration 126Q: 3 clusters Score -2.128543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158050 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -21285430.000000 Penalty: 5945.231934
	Iteration 127Q: 3 clusters Score -2.128543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158051 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -21285424.000000 Penalty: 5945.231934
	Iteration 128Q: 3 clusters Score -2.128542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158056 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -21285430.000000 Penalty: 5945.231934
	Iteration 129Q: 3 clusters Score -2.128543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158058 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -21285444.000000 Penalty: 5945.231934
	Iteration 130Q: 3 clusters Score -2.128544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158061 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -21285426.000000 Penalty: 5945.231934
	Iteration 131Q: 3 clusters Score -2.128543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158065 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -21285440.000000 Penalty: 5945.231934
	Iteration 132Q: 3 clusters Score -2.128544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158067 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -21285454.000000 Penalty: 5945.231934
	Iteration 133Q: 3 clusters Score -2.128545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158069 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -21285456.000000 Penalty: 5945.231934
	Iteration 134Q: 3 clusters Score -2.128546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158070 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -21285456.000000 Penalty: 5945.231934
	Iteration 135Q: 3 clusters Score -2.128546e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158070 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -21285456.000000 Penalty: 5945.231934
	Iteration 136F: 3 clusters Score -2.128546e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Entering Unmasked Estep 
Score: -350158.468750 Penalty: 1958.068115
	Iteration 0F: 2 clusters Score -350158.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -347136.312500 Penalty: 3916.136230
	Iteration 0F: 3 clusters Score -347136.3 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -347773.875000 Penalty: 3916.136230
	Iteration 1F: 3 clusters Score -347773.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -347958.343750 Penalty: 3916.136230
	Iteration 2F: 3 clusters Score -347958.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -348099.312500 Penalty: 3916.136230
	Iteration 3Q: 3 clusters Score -348099.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -348189.656250 Penalty: 3916.136230
	Iteration 4Q: 3 clusters Score -348189.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -348253.406250 Penalty: 3916.136230
	Iteration 5Q: 3 clusters Score -348253.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -348302.375000 Penalty: 3916.136230
	Iteration 6Q: 3 clusters Score -348302.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -348348.031250 Penalty: 3916.136230
	Iteration 7Q: 3 clusters Score -348348 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -348391.843750 Penalty: 3916.136230
	Iteration 8Q: 3 clusters Score -348391.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -348466.625000 Penalty: 3916.136230
	Iteration 9Q: 3 clusters Score -348466.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -348570.750000 Penalty: 3916.136230
	Iteration 10Q: 3 clusters Score -348570.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -348664.375000 Penalty: 3916.136230
	Iteration 11Q: 3 clusters Score -348664.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -348770.031250 Penalty: 3916.136230
	Iteration 12Q: 3 clusters Score -348770 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -348901.656250 Penalty: 3916.136230
	Iteration 13Q: 3 clusters Score -348901.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -349019.656250 Penalty: 3916.136230
	Iteration 14Q: 3 clusters Score -349019.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -349133.625000 Penalty: 3916.136230
	Iteration 15Q: 3 clusters Score -349133.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -349198.031250 Penalty: 3916.136230
	Iteration 16Q: 3 clusters Score -349198 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -349235.500000 Penalty: 3916.136230
	Iteration 17Q: 3 clusters Score -349235.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -349262.250000 Penalty: 3916.136230
	Iteration 18Q: 3 clusters Score -349262.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -349283.000000 Penalty: 3916.136230
	Iteration 19Q: 3 clusters Score -349283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -349293.625000 Penalty: 3916.136230
	Iteration 20F: 3 clusters Score -349293.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -349301.312500 Penalty: 3916.136230
	Iteration 21Q: 3 clusters Score -349301.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -349306.187500 Penalty: 3916.136230
	Iteration 22Q: 3 clusters Score -349306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -349306.562500 Penalty: 3916.136230
	Iteration 23Q: 3 clusters Score -349306.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -349309.406250 Penalty: 3916.136230
	Iteration 24Q: 3 clusters Score -349309.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -349313.312500 Penalty: 3916.136230
	Iteration 25Q: 3 clusters Score -349313.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -349317.531250 Penalty: 3916.136230
	Iteration 26Q: 3 clusters Score -349317.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -349318.187500 Penalty: 3916.136230
	Iteration 27Q: 3 clusters Score -349318.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -349318.187500 Penalty: 3916.136230
	Iteration 28F: 3 clusters Score -349318.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -118086.343750 Penalty: 1686.442139
	Iteration 0F: 2 clusters Score -118086.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -116226.156250 Penalty: 3372.884277
	Iteration 0F: 3 clusters Score -116226.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -116514.484375 Penalty: 3372.884277
	Iteration 1F: 3 clusters Score -116514.5 nChanged 66
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: -116680.609375 Penalty: 3372.884277
	Iteration 2F: 3 clusters Score -116680.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -116768.906250 Penalty: 3372.884277
	Iteration 3F: 3 clusters Score -116768.9 nChanged 34
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: -116845.546875 Penalty: 3372.884277
	Iteration 4Q: 3 clusters Score -116845.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -116878.867188 Penalty: 3372.884277
	Iteration 5Q: 3 clusters Score -116878.9 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: -116903.843750 Penalty: 3372.884277
	Iteration 6Q: 3 clusters Score -116903.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -116929.679688 Penalty: 3372.884277
	Iteration 7Q: 3 clusters Score -116929.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -116967.148438 Penalty: 3372.884277
	Iteration 8Q: 3 clusters Score -116967.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -116995.281250 Penalty: 3372.884277
	Iteration 9Q: 3 clusters Score -116995.3 nChanged 17
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: -117028.789062 Penalty: 3372.884277
	Iteration 10Q: 3 clusters Score -117028.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -117077.570312 Penalty: 3372.884277
	Iteration 11Q: 3 clusters Score -117077.6 nChanged 21
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: -117120.632812 Penalty: 3372.884277
	Iteration 12Q: 3 clusters Score -117120.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -117157.343750 Penalty: 3372.884277
	Iteration 13Q: 3 clusters Score -117157.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -117175.773438 Penalty: 3372.884277
	Iteration 14Q: 3 clusters Score -117175.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -117201.437500 Penalty: 3372.884277
	Iteration 15Q: 3 clusters Score -117201.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -117216.843750 Penalty: 3372.884277
	Iteration 16Q: 3 clusters Score -117216.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -117230.375000 Penalty: 3372.884277
	Iteration 17Q: 3 clusters Score -117230.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -117244.500000 Penalty: 3372.884277
	Iteration 18Q: 3 clusters Score -117244.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -117256.445312 Penalty: 3372.884277
	Iteration 19Q: 3 clusters Score -117256.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -117265.414062 Penalty: 3372.884277
	Iteration 20F: 3 clusters Score -117265.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -117276.117188 Penalty: 3372.884277
	Iteration 21Q: 3 clusters Score -117276.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -117286.554688 Penalty: 3372.884277
	Iteration 22Q: 3 clusters Score -117286.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -117288.734375 Penalty: 3372.884277
	Iteration 23Q: 3 clusters Score -117288.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -117293.664062 Penalty: 3372.884277
	Iteration 24Q: 3 clusters Score -117293.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -117295.687500 Penalty: 3372.884277
	Iteration 25Q: 3 clusters Score -117295.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -117301.882812 Penalty: 3372.884277
	Iteration 26Q: 3 clusters Score -117301.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -117304.625000 Penalty: 3372.884277
	Iteration 27Q: 3 clusters Score -117304.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -117307.546875 Penalty: 3372.884277
	Iteration 28Q: 3 clusters Score -117307.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -117307.546875 Penalty: 3372.884277
	Iteration 29F: 3 clusters Score -117307.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (170484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170484 members 
Entering Unmasked Estep 
Score: -22622334.000000 Penalty: 2987.506348
	Iteration 0F: 2 clusters Score -2.262233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85168 members 
Mstep: Class 2 contains 85316 members 
Entering Unmasked Estep 
Score: -22509288.000000 Penalty: 5975.012695
	Iteration 0F: 3 clusters Score -2.250929e+07 nChanged 81911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86167 members 
Mstep: Class 2 contains 84317 members 
Entering Unmasked Estep 
Score: -22556818.000000 Penalty: 5975.012695
	Iteration 1F: 3 clusters Score -2.255682e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87218 members 
Mstep: Class 2 contains 83266 members 
Entering Unmasked Estep 
Score: -22557726.000000 Penalty: 5975.012695
	Iteration 2Q: 3 clusters Score -2.255773e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88843 members 
Mstep: Class 2 contains 81641 members 
Entering Unmasked Estep 
Score: -22559016.000000 Penalty: 5975.012695
	Iteration 3Q: 3 clusters Score -2.255902e+07 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91424 members 
Mstep: Class 2 contains 79060 members 
Entering Unmasked Estep 
Score: -22561026.000000 Penalty: 5975.012695
	Iteration 4Q: 3 clusters Score -2.256103e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95179 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -22563792.000000 Penalty: 5975.012695
	Iteration 5Q: 3 clusters Score -2.256379e+07 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100355 members 
Mstep: Class 2 contains 70129 members 
Entering Unmasked Estep 
Score: -22567824.000000 Penalty: 5975.012695
	Iteration 6F: 3 clusters Score -2.256782e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106664 members 
Mstep: Class 2 contains 63820 members 
Entering Unmasked Estep 
Score: -22572724.000000 Penalty: 5975.012695
	Iteration 7F: 3 clusters Score -2.257272e+07 nChanged 10270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114242 members 
Mstep: Class 2 contains 56242 members 
Entering Unmasked Estep 
Score: -22578478.000000 Penalty: 5975.012695
	Iteration 8F: 3 clusters Score -2.257848e+07 nChanged 10418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122922 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -22584634.000000 Penalty: 5975.012695
	Iteration 9F: 3 clusters Score -2.258463e+07 nChanged 10318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132444 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -22591046.000000 Penalty: 5975.012695
	Iteration 10F: 3 clusters Score -2.259105e+07 nChanged 10194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142428 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -22598520.000000 Penalty: 5975.012695
	Iteration 11F: 3 clusters Score -2.259852e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151918 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -22605708.000000 Penalty: 5975.012695
	Iteration 12F: 3 clusters Score -2.260571e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159570 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -22611934.000000 Penalty: 5975.012695
	Iteration 13Q: 3 clusters Score -2.261193e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164722 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -22615908.000000 Penalty: 5975.012695
	Iteration 14Q: 3 clusters Score -2.261591e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167581 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -22617812.000000 Penalty: 5975.012695
	Iteration 15Q: 3 clusters Score -2.261781e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168932 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -22618788.000000 Penalty: 5975.012695
	Iteration 16Q: 3 clusters Score -2.261879e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169545 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -22619218.000000 Penalty: 5975.012695
	Iteration 17Q: 3 clusters Score -2.261922e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169811 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -22619426.000000 Penalty: 5975.012695
	Iteration 18Q: 3 clusters Score -2.261943e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169927 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -22619550.000000 Penalty: 5975.012695
	Iteration 19Q: 3 clusters Score -2.261955e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169987 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -22619602.000000 Penalty: 5975.012695
	Iteration 20F: 3 clusters Score -2.26196e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170019 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -22619652.000000 Penalty: 5975.012695
	Iteration 21Q: 3 clusters Score -2.261965e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170036 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -22619688.000000 Penalty: 5975.012695
	Iteration 22Q: 3 clusters Score -2.261969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170042 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -22619698.000000 Penalty: 5975.012695
	Iteration 23Q: 3 clusters Score -2.26197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170045 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -22619706.000000 Penalty: 5975.012695
	Iteration 24Q: 3 clusters Score -2.261971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170048 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -22619710.000000 Penalty: 5975.012695
	Iteration 25Q: 3 clusters Score -2.261971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170048 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -22619712.000000 Penalty: 5975.012695
	Iteration 26Q: 3 clusters Score -2.261971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170049 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -22619722.000000 Penalty: 5975.012695
	Iteration 27Q: 3 clusters Score -2.261972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170049 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -22619722.000000 Penalty: 5975.012695
	Iteration 28F: 3 clusters Score -2.261972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Entering Unmasked Estep 
Score: -410051.031250 Penalty: 1993.470825
	Iteration 0F: 2 clusters Score -410051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -406705.218750 Penalty: 3986.941650
	Iteration 0F: 3 clusters Score -406705.2 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -407402.468750 Penalty: 3986.941650
	Iteration 1F: 3 clusters Score -407402.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -407556.750000 Penalty: 3986.941650
	Iteration 2F: 3 clusters Score -407556.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -407644.062500 Penalty: 3986.941650
	Iteration 3Q: 3 clusters Score -407644.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -407735.062500 Penalty: 3986.941650
	Iteration 4Q: 3 clusters Score -407735.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -407799.968750 Penalty: 3986.941650
	Iteration 5Q: 3 clusters Score -407800 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -407859.312500 Penalty: 3986.941650
	Iteration 6Q: 3 clusters Score -407859.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -407925.937500 Penalty: 3986.941650
	Iteration 7Q: 3 clusters Score -407925.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -407999.125000 Penalty: 3986.941650
	Iteration 8Q: 3 clusters Score -407999.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -408051.031250 Penalty: 3986.941650
	Iteration 9Q: 3 clusters Score -408051 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -408105.937500 Penalty: 3986.941650
	Iteration 10Q: 3 clusters Score -408105.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -408141.156250 Penalty: 3986.941650
	Iteration 11Q: 3 clusters Score -408141.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -408168.593750 Penalty: 3986.941650
	Iteration 12Q: 3 clusters Score -408168.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -408191.906250 Penalty: 3986.941650
	Iteration 13Q: 3 clusters Score -408191.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -408206.875000 Penalty: 3986.941650
	Iteration 14Q: 3 clusters Score -408206.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -408229.125000 Penalty: 3986.941650
	Iteration 15Q: 3 clusters Score -408229.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -408248.218750 Penalty: 3986.941650
	Iteration 16Q: 3 clusters Score -408248.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -408260.500000 Penalty: 3986.941650
	Iteration 17Q: 3 clusters Score -408260.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -408273.281250 Penalty: 3986.941650
	Iteration 18Q: 3 clusters Score -408273.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -408288.906250 Penalty: 3986.941650
	Iteration 19Q: 3 clusters Score -408288.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -408309.718750 Penalty: 3986.941650
	Iteration 20F: 3 clusters Score -408309.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -408329.500000 Penalty: 3986.941650
	Iteration 21Q: 3 clusters Score -408329.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -408346.875000 Penalty: 3986.941650
	Iteration 22Q: 3 clusters Score -408346.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -408360.843750 Penalty: 3986.941650
	Iteration 23Q: 3 clusters Score -408360.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -408372.343750 Penalty: 3986.941650
	Iteration 24Q: 3 clusters Score -408372.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -408382.937500 Penalty: 3986.941650
	Iteration 25Q: 3 clusters Score -408382.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -408401.906250 Penalty: 3986.941650
	Iteration 26Q: 3 clusters Score -408401.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -408416.906250 Penalty: 3986.941650
	Iteration 27Q: 3 clusters Score -408416.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -408430.781250 Penalty: 3986.941650
	Iteration 28Q: 3 clusters Score -408430.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -408439.531250 Penalty: 3986.941650
	Iteration 29Q: 3 clusters Score -408439.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -408453.093750 Penalty: 3986.941650
	Iteration 30Q: 3 clusters Score -408453.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -408467.781250 Penalty: 3986.941650
	Iteration 31Q: 3 clusters Score -408467.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -408479.093750 Penalty: 3986.941650
	Iteration 32Q: 3 clusters Score -408479.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -408481.406250 Penalty: 3986.941650
	Iteration 33Q: 3 clusters Score -408481.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -408482.906250 Penalty: 3986.941650
	Iteration 34Q: 3 clusters Score -408482.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -408483.875000 Penalty: 3986.941650
	Iteration 35Q: 3 clusters Score -408483.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -408483.875000 Penalty: 3986.941650
	Iteration 36F: 3 clusters Score -408483.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Entering Unmasked Estep 
Score: -6030134.000000 Penalty: 2655.383545
	Iteration 0F: 2 clusters Score -6030134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -5999976.500000 Penalty: 5310.767090
	Iteration 0F: 3 clusters Score -5999976 nChanged 20453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -6011305.000000 Penalty: 5310.767090
	Iteration 1F: 3 clusters Score -6011305 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -6012119.000000 Penalty: 5310.767090
	Iteration 2Q: 3 clusters Score -6012119 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -6013304.000000 Penalty: 5310.767090
	Iteration 3F: 3 clusters Score -6013304 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -6015053.500000 Penalty: 5310.767090
	Iteration 4F: 3 clusters Score -6015054 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -6017494.500000 Penalty: 5310.767090
	Iteration 5F: 3 clusters Score -6017494 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -6020553.500000 Penalty: 5310.767090
	Iteration 6F: 3 clusters Score -6020554 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -6023526.000000 Penalty: 5310.767090
	Iteration 7F: 3 clusters Score -6023526 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -6025661.500000 Penalty: 5310.767090
	Iteration 8F: 3 clusters Score -6025662 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -6026885.000000 Penalty: 5310.767090
	Iteration 9Q: 3 clusters Score -6026885 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -6027595.500000 Penalty: 5310.767090
	Iteration 10Q: 3 clusters Score -6027596 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -6027989.000000 Penalty: 5310.767090
	Iteration 11Q: 3 clusters Score -6027989 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -6028145.500000 Penalty: 5310.767090
	Iteration 12Q: 3 clusters Score -6028146 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -6028240.500000 Penalty: 5310.767090
	Iteration 13Q: 3 clusters Score -6028240 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -6028289.500000 Penalty: 5310.767090
	Iteration 14Q: 3 clusters Score -6028290 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -6028313.000000 Penalty: 5310.767090
	Iteration 15Q: 3 clusters Score -6028313 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -6028324.500000 Penalty: 5310.767090
	Iteration 16Q: 3 clusters Score -6028324 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -6028334.000000 Penalty: 5310.767090
	Iteration 17Q: 3 clusters Score -6028334 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -6028347.500000 Penalty: 5310.767090
	Iteration 18Q: 3 clusters Score -6028348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -6028346.000000 Penalty: 5310.767090
	Iteration 19Q: 3 clusters Score -6028346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -6028355.000000 Penalty: 5310.767090
	Iteration 20F: 3 clusters Score -6028355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -6028360.500000 Penalty: 5310.767090
	Iteration 21Q: 3 clusters Score -6028360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -6028361.500000 Penalty: 5310.767090
	Iteration 22Q: 3 clusters Score -6028362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -6028372.500000 Penalty: 5310.767090
	Iteration 23Q: 3 clusters Score -6028372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -6028372.000000 Penalty: 5310.767090
	Iteration 24Q: 3 clusters Score -6028372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -6028355.000000 Penalty: 5310.767090
	Iteration 25Q: 3 clusters Score -6028355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -6028364.500000 Penalty: 5310.767090
	Iteration 26Q: 3 clusters Score -6028364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -6028366.500000 Penalty: 5310.767090
	Iteration 27Q: 3 clusters Score -6028366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -6028366.000000 Penalty: 5310.767090
	Iteration 28Q: 3 clusters Score -6028366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -6028368.500000 Penalty: 5310.767090
	Iteration 29Q: 3 clusters Score -6028368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -6028373.000000 Penalty: 5310.767090
	Iteration 30Q: 3 clusters Score -6028373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -6028374.000000 Penalty: 5310.767090
	Iteration 31Q: 3 clusters Score -6028374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -6028380.000000 Penalty: 5310.767090
	Iteration 32Q: 3 clusters Score -6028380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -6028376.500000 Penalty: 5310.767090
	Iteration 33Q: 3 clusters Score -6028376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -6028372.000000 Penalty: 5310.767090
	Iteration 34Q: 3 clusters Score -6028372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -6028371.000000 Penalty: 5310.767090
	Iteration 35Q: 3 clusters Score -6028371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -6028371.500000 Penalty: 5310.767090
	Iteration 36Q: 3 clusters Score -6028372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -6028371.500000 Penalty: 5310.767090
	Iteration 37F: 3 clusters Score -6028372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -134195.593750 Penalty: 1739.451050
	Iteration 0F: 2 clusters Score -134195.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -132158.781250 Penalty: 3478.902100
	Iteration 0F: 3 clusters Score -132158.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -132633.421875 Penalty: 3478.902100
	Iteration 1F: 3 clusters Score -132633.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -132949.781250 Penalty: 3478.902100
	Iteration 2F: 3 clusters Score -132949.8 nChanged 92
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: -133350.515625 Penalty: 3478.902100
	Iteration 3F: 3 clusters Score -133350.5 nChanged 87
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: -133643.734375 Penalty: 3478.902100
	Iteration 4F: 3 clusters Score -133643.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -134046.546875 Penalty: 3478.902100
	Iteration 5F: 3 clusters Score -134046.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -134407.062500 Penalty: 3478.902100
	Iteration 6F: 3 clusters Score -134407.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -134533.171875 Penalty: 3478.902100
	Iteration 7Q: 3 clusters Score -134533.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -134587.953125 Penalty: 3478.902100
	Iteration 8Q: 3 clusters Score -134588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -134611.984375 Penalty: 3478.902100
	Iteration 9Q: 3 clusters Score -134612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -134625.343750 Penalty: 3478.902100
	Iteration 10Q: 3 clusters Score -134625.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -134635.562500 Penalty: 3478.902100
	Iteration 11Q: 3 clusters Score -134635.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -134647.187500 Penalty: 3478.902100
	Iteration 12Q: 3 clusters Score -134647.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -134657.625000 Penalty: 3478.902100
	Iteration 13Q: 3 clusters Score -134657.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -134669.421875 Penalty: 3478.902100
	Iteration 14Q: 3 clusters Score -134669.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -134706.390625 Penalty: 3478.902100
	Iteration 15Q: 3 clusters Score -134706.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -134833.687500 Penalty: 3478.902100
	Iteration 16Q: 3 clusters Score -134833.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -134995.453125 Penalty: 3478.902100
	Iteration 17Q: 3 clusters Score -134995.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -135037.968750 Penalty: 3478.902100
	Iteration 18Q: 3 clusters Score -135038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -135055.515625 Penalty: 3478.902100
	Iteration 19Q: 3 clusters Score -135055.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -135059.468750 Penalty: 3478.902100
	Iteration 20F: 3 clusters Score -135059.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -135061.171875 Penalty: 3478.902100
	Iteration 21Q: 3 clusters Score -135061.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -135061.171875 Penalty: 3478.902100
	Iteration 22F: 3 clusters Score -135061.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 160549 members 
Mstep: Class 2 contains 2685 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170484 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 44676 members 
Mstep: Class 7 contains 414 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 6034 members 
Mstep: Class 10 contains 5365 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169437 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 10164 members 
Mstep: Class 15 contains 165120 members 
Mstep: Class 16 contains 163912 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24416 members 
Mstep: Class 20 contains 53274 members 
Mstep: Class 21 contains 158999 members 
Mstep: Class 22 contains 79754 members 
Mstep: Class 23 contains 154952 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 216 members 
Mstep: Class 26 contains 698 members 
Entering Unmasked Estep 
Score: -180409664.000000 Penalty: 91161.578125
Splitting cluster 7 changes total score from -180410944.000000 to -180409664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -176099.812500 Penalty: 1794.433472
	Iteration 0F: 2 clusters Score -176099.8 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 669 members 
Entering Unmasked Estep 
Score: -173896.171875 Penalty: 3588.866943
	Iteration 0F: 3 clusters Score -173896.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -174250.468750 Penalty: 3588.866943
	Iteration 1F: 3 clusters Score -174250.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -174341.140625 Penalty: 3588.866943
	Iteration 2F: 3 clusters Score -174341.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -174382.328125 Penalty: 3588.866943
	Iteration 3Q: 3 clusters Score -174382.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -174430.421875 Penalty: 3588.866943
	Iteration 4Q: 3 clusters Score -174430.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -174461.828125 Penalty: 3588.866943
	Iteration 5Q: 3 clusters Score -174461.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -174491.687500 Penalty: 3588.866943
	Iteration 6Q: 3 clusters Score -174491.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -174527.328125 Penalty: 3588.866943
	Iteration 7Q: 3 clusters Score -174527.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -174554.359375 Penalty: 3588.866943
	Iteration 8Q: 3 clusters Score -174554.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -174580.140625 Penalty: 3588.866943
	Iteration 9Q: 3 clusters Score -174580.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -174610.781250 Penalty: 3588.866943
	Iteration 10Q: 3 clusters Score -174610.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -174635.750000 Penalty: 3588.866943
	Iteration 11Q: 3 clusters Score -174635.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -174656.781250 Penalty: 3588.866943
	Iteration 12Q: 3 clusters Score -174656.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -174670.062500 Penalty: 3588.866943
	Iteration 13Q: 3 clusters Score -174670.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -174681.328125 Penalty: 3588.866943
	Iteration 14Q: 3 clusters Score -174681.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -174682.812500 Penalty: 3588.866943
	Iteration 15Q: 3 clusters Score -174682.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -174682.812500 Penalty: 3588.866943
	Iteration 16F: 3 clusters Score -174682.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Entering Unmasked Estep 
Score: -763833.875000 Penalty: 2158.881104
	Iteration 0F: 2 clusters Score -763833.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -758665.875000 Penalty: 4317.762207
	Iteration 0F: 3 clusters Score -758665.9 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -760089.250000 Penalty: 4317.762207
	Iteration 1F: 3 clusters Score -760089.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -760481.437500 Penalty: 4317.762207
	Iteration 2F: 3 clusters Score -760481.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -760796.937500 Penalty: 4317.762207
	Iteration 3F: 3 clusters Score -760796.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -761003.125000 Penalty: 4317.762207
	Iteration 4F: 3 clusters Score -761003.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -761178.625000 Penalty: 4317.762207
	Iteration 5Q: 3 clusters Score -761178.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -761326.312500 Penalty: 4317.762207
	Iteration 6Q: 3 clusters Score -761326.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -761442.687500 Penalty: 4317.762207
	Iteration 7Q: 3 clusters Score -761442.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -761552.375000 Penalty: 4317.762207
	Iteration 8Q: 3 clusters Score -761552.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -761642.937500 Penalty: 4317.762207
	Iteration 9Q: 3 clusters Score -761642.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -761744.062500 Penalty: 4317.762207
	Iteration 10Q: 3 clusters Score -761744.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -761837.187500 Penalty: 4317.762207
	Iteration 11Q: 3 clusters Score -761837.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -761905.625000 Penalty: 4317.762207
	Iteration 12Q: 3 clusters Score -761905.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -761965.750000 Penalty: 4317.762207
	Iteration 13Q: 3 clusters Score -761965.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -762016.562500 Penalty: 4317.762207
	Iteration 14Q: 3 clusters Score -762016.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -762066.062500 Penalty: 4317.762207
	Iteration 15Q: 3 clusters Score -762066.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -762113.062500 Penalty: 4317.762207
	Iteration 16Q: 3 clusters Score -762113.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -762148.687500 Penalty: 4317.762207
	Iteration 17Q: 3 clusters Score -762148.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -762180.250000 Penalty: 4317.762207
	Iteration 18Q: 3 clusters Score -762180.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -762205.437500 Penalty: 4317.762207
	Iteration 19Q: 3 clusters Score -762205.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -762232.625000 Penalty: 4317.762207
	Iteration 20F: 3 clusters Score -762232.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -762264.250000 Penalty: 4317.762207
	Iteration 21Q: 3 clusters Score -762264.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -762285.562500 Penalty: 4317.762207
	Iteration 22Q: 3 clusters Score -762285.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -762298.375000 Penalty: 4317.762207
	Iteration 23Q: 3 clusters Score -762298.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -762305.500000 Penalty: 4317.762207
	Iteration 24Q: 3 clusters Score -762305.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -762312.000000 Penalty: 4317.762207
	Iteration 25Q: 3 clusters Score -762312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -762321.625000 Penalty: 4317.762207
	Iteration 26Q: 3 clusters Score -762321.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -762324.500000 Penalty: 4317.762207
	Iteration 27Q: 3 clusters Score -762324.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -762330.125000 Penalty: 4317.762207
	Iteration 28Q: 3 clusters Score -762330.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -762336.562500 Penalty: 4317.762207
	Iteration 29Q: 3 clusters Score -762336.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -762339.937500 Penalty: 4317.762207
	Iteration 30Q: 3 clusters Score -762339.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -762344.187500 Penalty: 4317.762207
	Iteration 31Q: 3 clusters Score -762344.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -762348.000000 Penalty: 4317.762207
	Iteration 32Q: 3 clusters Score -762348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -762352.000000 Penalty: 4317.762207
	Iteration 33Q: 3 clusters Score -762352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -762355.125000 Penalty: 4317.762207
	Iteration 34Q: 3 clusters Score -762355.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -762359.812500 Penalty: 4317.762207
	Iteration 35Q: 3 clusters Score -762359.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -762364.562500 Penalty: 4317.762207
	Iteration 36Q: 3 clusters Score -762364.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -762369.250000 Penalty: 4317.762207
	Iteration 37Q: 3 clusters Score -762369.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -762375.062500 Penalty: 4317.762207
	Iteration 38Q: 3 clusters Score -762375.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -762377.312500 Penalty: 4317.762207
	Iteration 39Q: 3 clusters Score -762377.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -762378.812500 Penalty: 4317.762207
	Iteration 40F: 3 clusters Score -762378.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -762378.750000 Penalty: 4317.762207
	Iteration 41Q: 3 clusters Score -762378.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -762380.687500 Penalty: 4317.762207
	Iteration 42Q: 3 clusters Score -762380.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -762380.187500 Penalty: 4317.762207
	Iteration 43Q: 3 clusters Score -762380.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -762380.562500 Penalty: 4317.762207
	Iteration 44Q: 3 clusters Score -762380.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -762379.500000 Penalty: 4317.762207
	Iteration 45Q: 3 clusters Score -762379.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -762380.687500 Penalty: 4317.762207
	Iteration 46Q: 3 clusters Score -762380.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -762382.437500 Penalty: 4317.762207
	Iteration 47Q: 3 clusters Score -762382.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -762383.250000 Penalty: 4317.762207
	Iteration 48Q: 3 clusters Score -762383.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -762383.250000 Penalty: 4317.762207
	Iteration 49F: 3 clusters Score -762383.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Entering Unmasked Estep 
Score: -709039.312500 Penalty: 2129.737549
	Iteration 0F: 2 clusters Score -709039.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -704299.062500 Penalty: 4259.475098
	Iteration 0F: 3 clusters Score -704299.1 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -705399.312500 Penalty: 4259.475098
	Iteration 1F: 3 clusters Score -705399.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -705615.937500 Penalty: 4259.475098
	Iteration 2F: 3 clusters Score -705615.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -705756.312500 Penalty: 4259.475098
	Iteration 3Q: 3 clusters Score -705756.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -705859.437500 Penalty: 4259.475098
	Iteration 4Q: 3 clusters Score -705859.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -705943.500000 Penalty: 4259.475098
	Iteration 5Q: 3 clusters Score -705943.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -706004.937500 Penalty: 4259.475098
	Iteration 6Q: 3 clusters Score -706004.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -706059.937500 Penalty: 4259.475098
	Iteration 7Q: 3 clusters Score -706059.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -706120.625000 Penalty: 4259.475098
	Iteration 8Q: 3 clusters Score -706120.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -706174.937500 Penalty: 4259.475098
	Iteration 9Q: 3 clusters Score -706174.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -706230.062500 Penalty: 4259.475098
	Iteration 10Q: 3 clusters Score -706230.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -706284.125000 Penalty: 4259.475098
	Iteration 11Q: 3 clusters Score -706284.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -706352.562500 Penalty: 4259.475098
	Iteration 12Q: 3 clusters Score -706352.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -706415.375000 Penalty: 4259.475098
	Iteration 13Q: 3 clusters Score -706415.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -706470.250000 Penalty: 4259.475098
	Iteration 14Q: 3 clusters Score -706470.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -706530.437500 Penalty: 4259.475098
	Iteration 15Q: 3 clusters Score -706530.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -706596.375000 Penalty: 4259.475098
	Iteration 16Q: 3 clusters Score -706596.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -706660.562500 Penalty: 4259.475098
	Iteration 17Q: 3 clusters Score -706660.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -706713.687500 Penalty: 4259.475098
	Iteration 18Q: 3 clusters Score -706713.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -706759.062500 Penalty: 4259.475098
	Iteration 19Q: 3 clusters Score -706759.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -706795.687500 Penalty: 4259.475098
	Iteration 20F: 3 clusters Score -706795.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -706830.125000 Penalty: 4259.475098
	Iteration 21Q: 3 clusters Score -706830.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -706860.500000 Penalty: 4259.475098
	Iteration 22Q: 3 clusters Score -706860.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -706891.062500 Penalty: 4259.475098
	Iteration 23Q: 3 clusters Score -706891.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -706926.500000 Penalty: 4259.475098
	Iteration 24Q: 3 clusters Score -706926.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -706954.812500 Penalty: 4259.475098
	Iteration 25Q: 3 clusters Score -706954.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -706983.625000 Penalty: 4259.475098
	Iteration 26Q: 3 clusters Score -706983.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -707010.312500 Penalty: 4259.475098
	Iteration 27Q: 3 clusters Score -707010.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -707030.500000 Penalty: 4259.475098
	Iteration 28Q: 3 clusters Score -707030.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -707050.375000 Penalty: 4259.475098
	Iteration 29Q: 3 clusters Score -707050.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -707070.000000 Penalty: 4259.475098
	Iteration 30Q: 3 clusters Score -707070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -707084.250000 Penalty: 4259.475098
	Iteration 31Q: 3 clusters Score -707084.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -707100.062500 Penalty: 4259.475098
	Iteration 32Q: 3 clusters Score -707100.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -707110.062500 Penalty: 4259.475098
	Iteration 33Q: 3 clusters Score -707110.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -707121.750000 Penalty: 4259.475098
	Iteration 34Q: 3 clusters Score -707121.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -707132.500000 Penalty: 4259.475098
	Iteration 35Q: 3 clusters Score -707132.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -707141.125000 Penalty: 4259.475098
	Iteration 36Q: 3 clusters Score -707141.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -707142.687500 Penalty: 4259.475098
	Iteration 37Q: 3 clusters Score -707142.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -707144.187500 Penalty: 4259.475098
	Iteration 38Q: 3 clusters Score -707144.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -707145.250000 Penalty: 4259.475098
	Iteration 39Q: 3 clusters Score -707145.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -707145.500000 Penalty: 4259.475098
	Iteration 40F: 3 clusters Score -707145.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -707146.625000 Penalty: 4259.475098
	Iteration 41Q: 3 clusters Score -707146.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -707146.312500 Penalty: 4259.475098
	Iteration 42Q: 3 clusters Score -707146.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -707146.687500 Penalty: 4259.475098
	Iteration 43Q: 3 clusters Score -707146.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -707147.687500 Penalty: 4259.475098
	Iteration 44Q: 3 clusters Score -707147.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -707147.937500 Penalty: 4259.475098
	Iteration 45Q: 3 clusters Score -707147.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -707150.937500 Penalty: 4259.475098
	Iteration 46Q: 3 clusters Score -707150.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -707150.937500 Penalty: 4259.475098
	Iteration 47F: 3 clusters Score -707150.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -74900.015625 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -74900.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -73225.585938 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -73225.59 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73423.312500 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -73423.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -73473.335938 Penalty: 3184.317383
	Iteration 2Q: 3 clusters Score -73473.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -73484.101562 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -73484.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -73489.695312 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -73489.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73492.648438 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -73492.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73492.648438 Penalty: 3184.317383
	Iteration 6F: 3 clusters Score -73492.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (169437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169437 members 
Entering Unmasked Estep 
Score: -22697574.000000 Penalty: 2985.978760
	Iteration 0F: 2 clusters Score -2.269757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84470 members 
Mstep: Class 2 contains 84967 members 
Entering Unmasked Estep 
Score: -22590874.000000 Penalty: 5971.957520
	Iteration 0F: 3 clusters Score -2.259087e+07 nChanged 80944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80192 members 
Mstep: Class 2 contains 89245 members 
Entering Unmasked Estep 
Score: -22637894.000000 Penalty: 5971.957520
	Iteration 1F: 3 clusters Score -2.263789e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77439 members 
Mstep: Class 2 contains 91998 members 
Entering Unmasked Estep 
Score: -22639066.000000 Penalty: 5971.957520
	Iteration 2Q: 3 clusters Score -2.263907e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72959 members 
Mstep: Class 2 contains 96478 members 
Entering Unmasked Estep 
Score: -22641362.000000 Penalty: 5971.957520
	Iteration 3Q: 3 clusters Score -2.264136e+07 nChanged 8664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 103280 members 
Entering Unmasked Estep 
Score: -22645420.000000 Penalty: 5971.957520
	Iteration 4F: 3 clusters Score -2.264542e+07 nChanged 11651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56158 members 
Mstep: Class 2 contains 113279 members 
Entering Unmasked Estep 
Score: -22652590.000000 Penalty: 5971.957520
	Iteration 5F: 3 clusters Score -2.265259e+07 nChanged 14151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 125920 members 
Entering Unmasked Estep 
Score: -22663728.000000 Penalty: 5971.957520
	Iteration 6F: 3 clusters Score -2.266373e+07 nChanged 13863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 138491 members 
Entering Unmasked Estep 
Score: -22676556.000000 Penalty: 5971.957520
	Iteration 7F: 3 clusters Score -2.267656e+07 nChanged 10330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 147621 members 
Entering Unmasked Estep 
Score: -22687196.000000 Penalty: 5971.957520
	Iteration 8F: 3 clusters Score -2.26872e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 153003 members 
Entering Unmasked Estep 
Score: -22693260.000000 Penalty: 5971.957520
	Iteration 9Q: 3 clusters Score -2.269326e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 155911 members 
Entering Unmasked Estep 
Score: -22696248.000000 Penalty: 5971.957520
	Iteration 10Q: 3 clusters Score -2.269625e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 157758 members 
Entering Unmasked Estep 
Score: -22697338.000000 Penalty: 5971.957520
	Iteration 11Q: 3 clusters Score -2.269734e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 159165 members 
Entering Unmasked Estep 
Score: -22697692.000000 Penalty: 5971.957520
	Iteration 12Q: 3 clusters Score -2.269769e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 160343 members 
Entering Unmasked Estep 
Score: -22697806.000000 Penalty: 5971.957520
	Iteration 13Q: 3 clusters Score -2.269781e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 161301 members 
Entering Unmasked Estep 
Score: -22697948.000000 Penalty: 5971.957520
	Iteration 14Q: 3 clusters Score -2.269795e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 162135 members 
Entering Unmasked Estep 
Score: -22697966.000000 Penalty: 5971.957520
	Iteration 15Q: 3 clusters Score -2.269797e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 162845 members 
Entering Unmasked Estep 
Score: -22697950.000000 Penalty: 5971.957520
	Iteration 16Q: 3 clusters Score -2.269795e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 163431 members 
Entering Unmasked Estep 
Score: -22697834.000000 Penalty: 5971.957520
	Iteration 17Q: 3 clusters Score -2.269783e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 163888 members 
Entering Unmasked Estep 
Score: -22697742.000000 Penalty: 5971.957520
	Iteration 18Q: 3 clusters Score -2.269774e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 164270 members 
Entering Unmasked Estep 
Score: -22697600.000000 Penalty: 5971.957520
	Iteration 19Q: 3 clusters Score -2.26976e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 164616 members 
Entering Unmasked Estep 
Score: -22697532.000000 Penalty: 5971.957520
	Iteration 20F: 3 clusters Score -2.269753e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 164907 members 
Entering Unmasked Estep 
Score: -22697482.000000 Penalty: 5971.957520
	Iteration 21Q: 3 clusters Score -2.269748e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 165172 members 
Entering Unmasked Estep 
Score: -22697288.000000 Penalty: 5971.957520
	Iteration 22Q: 3 clusters Score -2.269729e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 165394 members 
Entering Unmasked Estep 
Score: -22697212.000000 Penalty: 5971.957520
	Iteration 23Q: 3 clusters Score -2.269721e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 165586 members 
Entering Unmasked Estep 
Score: -22697204.000000 Penalty: 5971.957520
	Iteration 24Q: 3 clusters Score -2.26972e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 165769 members 
Entering Unmasked Estep 
Score: -22697098.000000 Penalty: 5971.957520
	Iteration 25Q: 3 clusters Score -2.26971e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 165932 members 
Entering Unmasked Estep 
Score: -22696994.000000 Penalty: 5971.957520
	Iteration 26Q: 3 clusters Score -2.269699e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 166077 members 
Entering Unmasked Estep 
Score: -22696972.000000 Penalty: 5971.957520
	Iteration 27Q: 3 clusters Score -2.269697e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 166202 members 
Entering Unmasked Estep 
Score: -22696920.000000 Penalty: 5971.957520
	Iteration 28Q: 3 clusters Score -2.269692e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 166308 members 
Entering Unmasked Estep 
Score: -22696834.000000 Penalty: 5971.957520
	Iteration 29Q: 3 clusters Score -2.269683e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 166402 members 
Entering Unmasked Estep 
Score: -22696818.000000 Penalty: 5971.957520
	Iteration 30Q: 3 clusters Score -2.269682e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 166485 members 
Entering Unmasked Estep 
Score: -22696794.000000 Penalty: 5971.957520
	Iteration 31Q: 3 clusters Score -2.269679e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 166553 members 
Entering Unmasked Estep 
Score: -22696812.000000 Penalty: 5971.957520
	Iteration 32Q: 3 clusters Score -2.269681e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 166624 members 
Entering Unmasked Estep 
Score: -22696786.000000 Penalty: 5971.957520
	Iteration 33Q: 3 clusters Score -2.269679e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 166674 members 
Entering Unmasked Estep 
Score: -22696760.000000 Penalty: 5971.957520
	Iteration 34Q: 3 clusters Score -2.269676e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 166718 members 
Entering Unmasked Estep 
Score: -22696778.000000 Penalty: 5971.957520
	Iteration 35Q: 3 clusters Score -2.269678e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 166762 members 
Entering Unmasked Estep 
Score: -22696750.000000 Penalty: 5971.957520
	Iteration 36Q: 3 clusters Score -2.269675e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 166805 members 
Entering Unmasked Estep 
Score: -22696726.000000 Penalty: 5971.957520
	Iteration 37Q: 3 clusters Score -2.269673e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 166837 members 
Entering Unmasked Estep 
Score: -22696710.000000 Penalty: 5971.957520
	Iteration 38Q: 3 clusters Score -2.269671e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 166869 members 
Entering Unmasked Estep 
Score: -22696716.000000 Penalty: 5971.957520
	Iteration 39Q: 3 clusters Score -2.269672e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 166900 members 
Entering Unmasked Estep 
Score: -22696698.000000 Penalty: 5971.957520
	Iteration 40F: 3 clusters Score -2.26967e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 166932 members 
Entering Unmasked Estep 
Score: -22696722.000000 Penalty: 5971.957520
	Iteration 41Q: 3 clusters Score -2.269672e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 166964 members 
Entering Unmasked Estep 
Score: -22696708.000000 Penalty: 5971.957520
	Iteration 42Q: 3 clusters Score -2.269671e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 166991 members 
Entering Unmasked Estep 
Score: -22696712.000000 Penalty: 5971.957520
	Iteration 43Q: 3 clusters Score -2.269671e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 167013 members 
Entering Unmasked Estep 
Score: -22696694.000000 Penalty: 5971.957520
	Iteration 44Q: 3 clusters Score -2.269669e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 167030 members 
Entering Unmasked Estep 
Score: -22696684.000000 Penalty: 5971.957520
	Iteration 45Q: 3 clusters Score -2.269668e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 167054 members 
Entering Unmasked Estep 
Score: -22696656.000000 Penalty: 5971.957520
	Iteration 46Q: 3 clusters Score -2.269666e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 167076 members 
Entering Unmasked Estep 
Score: -22696662.000000 Penalty: 5971.957520
	Iteration 47Q: 3 clusters Score -2.269666e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 167091 members 
Entering Unmasked Estep 
Score: -22696638.000000 Penalty: 5971.957520
	Iteration 48Q: 3 clusters Score -2.269664e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 167107 members 
Entering Unmasked Estep 
Score: -22696644.000000 Penalty: 5971.957520
	Iteration 49Q: 3 clusters Score -2.269664e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 167121 members 
Entering Unmasked Estep 
Score: -22696636.000000 Penalty: 5971.957520
	Iteration 50Q: 3 clusters Score -2.269664e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 167131 members 
Entering Unmasked Estep 
Score: -22696648.000000 Penalty: 5971.957520
	Iteration 51Q: 3 clusters Score -2.269665e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 167147 members 
Entering Unmasked Estep 
Score: -22696652.000000 Penalty: 5971.957520
	Iteration 52Q: 3 clusters Score -2.269665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 167157 members 
Entering Unmasked Estep 
Score: -22696640.000000 Penalty: 5971.957520
	Iteration 53Q: 3 clusters Score -2.269664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 167170 members 
Entering Unmasked Estep 
Score: -22696630.000000 Penalty: 5971.957520
	Iteration 54Q: 3 clusters Score -2.269663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 167183 members 
Entering Unmasked Estep 
Score: -22696622.000000 Penalty: 5971.957520
	Iteration 55Q: 3 clusters Score -2.269662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 167196 members 
Entering Unmasked Estep 
Score: -22696622.000000 Penalty: 5971.957520
	Iteration 56Q: 3 clusters Score -2.269662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 167201 members 
Entering Unmasked Estep 
Score: -22696634.000000 Penalty: 5971.957520
	Iteration 57Q: 3 clusters Score -2.269663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 167207 members 
Entering Unmasked Estep 
Score: -22696626.000000 Penalty: 5971.957520
	Iteration 58Q: 3 clusters Score -2.269663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 167211 members 
Entering Unmasked Estep 
Score: -22696614.000000 Penalty: 5971.957520
	Iteration 59Q: 3 clusters Score -2.269661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 167215 members 
Entering Unmasked Estep 
Score: -22696612.000000 Penalty: 5971.957520
	Iteration 60F: 3 clusters Score -2.269661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 167221 members 
Entering Unmasked Estep 
Score: -22696612.000000 Penalty: 5971.957520
	Iteration 61Q: 3 clusters Score -2.269661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 167230 members 
Entering Unmasked Estep 
Score: -22696604.000000 Penalty: 5971.957520
	Iteration 62Q: 3 clusters Score -2.26966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 167238 members 
Entering Unmasked Estep 
Score: -22696608.000000 Penalty: 5971.957520
	Iteration 63Q: 3 clusters Score -2.269661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 167245 members 
Entering Unmasked Estep 
Score: -22696582.000000 Penalty: 5971.957520
	Iteration 64Q: 3 clusters Score -2.269658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 167251 members 
Entering Unmasked Estep 
Score: -22696592.000000 Penalty: 5971.957520
	Iteration 65Q: 3 clusters Score -2.269659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 167253 members 
Entering Unmasked Estep 
Score: -22696592.000000 Penalty: 5971.957520
	Iteration 66Q: 3 clusters Score -2.269659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 167253 members 
Entering Unmasked Estep 
Score: -22696592.000000 Penalty: 5971.957520
	Iteration 67F: 3 clusters Score -2.269659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Entering Unmasked Estep 
Score: -268823.718750 Penalty: 1885.271729
	Iteration 0F: 2 clusters Score -268823.7 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 985 members 
Entering Unmasked Estep 
Score: -266184.656250 Penalty: 3770.543457
	Iteration 0F: 3 clusters Score -266184.7 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -266667.843750 Penalty: 3770.543457
	Iteration 1F: 3 clusters Score -266667.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -266783.031250 Penalty: 3770.543457
	Iteration 2F: 3 clusters Score -266783 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -266826.687500 Penalty: 3770.543457
	Iteration 3Q: 3 clusters Score -266826.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -266861.968750 Penalty: 3770.543457
	Iteration 4Q: 3 clusters Score -266862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -266887.750000 Penalty: 3770.543457
	Iteration 5Q: 3 clusters Score -266887.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -266905.875000 Penalty: 3770.543457
	Iteration 6Q: 3 clusters Score -266905.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -266919.968750 Penalty: 3770.543457
	Iteration 7Q: 3 clusters Score -266920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -266938.781250 Penalty: 3770.543457
	Iteration 8Q: 3 clusters Score -266938.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -266953.000000 Penalty: 3770.543457
	Iteration 9Q: 3 clusters Score -266953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -266963.000000 Penalty: 3770.543457
	Iteration 10Q: 3 clusters Score -266963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -266973.375000 Penalty: 3770.543457
	Iteration 11Q: 3 clusters Score -266973.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -266981.875000 Penalty: 3770.543457
	Iteration 12Q: 3 clusters Score -266981.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -266984.593750 Penalty: 3770.543457
	Iteration 13Q: 3 clusters Score -266984.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -266987.906250 Penalty: 3770.543457
	Iteration 14Q: 3 clusters Score -266987.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -266988.062500 Penalty: 3770.543457
	Iteration 15Q: 3 clusters Score -266988.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -266988.656250 Penalty: 3770.543457
	Iteration 16Q: 3 clusters Score -266988.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -266988.656250 Penalty: 3770.543457
	Iteration 17F: 3 clusters Score -266988.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -1372107.750000 Penalty: 2288.198730
	Iteration 0F: 2 clusters Score -1372108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1364333.750000 Penalty: 4576.397461
	Iteration 0F: 3 clusters Score -1364334 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1366583.250000 Penalty: 4576.397461
	Iteration 1F: 3 clusters Score -1366583 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1366869.375000 Penalty: 4576.397461
	Iteration 2F: 3 clusters Score -1366869 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1367071.500000 Penalty: 4576.397461
	Iteration 3Q: 3 clusters Score -1367072 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1367265.250000 Penalty: 4576.397461
	Iteration 4Q: 3 clusters Score -1367265 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1367438.500000 Penalty: 4576.397461
	Iteration 5Q: 3 clusters Score -1367438 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1367634.375000 Penalty: 4576.397461
	Iteration 6Q: 3 clusters Score -1367634 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1367882.250000 Penalty: 4576.397461
	Iteration 7Q: 3 clusters Score -1367882 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1368170.250000 Penalty: 4576.397461
	Iteration 8Q: 3 clusters Score -1368170 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1368541.125000 Penalty: 4576.397461
	Iteration 9Q: 3 clusters Score -1368541 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1368944.625000 Penalty: 4576.397461
	Iteration 10Q: 3 clusters Score -1368945 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1369268.250000 Penalty: 4576.397461
	Iteration 11Q: 3 clusters Score -1369268 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1369517.000000 Penalty: 4576.397461
	Iteration 12Q: 3 clusters Score -1369517 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1369685.500000 Penalty: 4576.397461
	Iteration 13Q: 3 clusters Score -1369686 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1369805.000000 Penalty: 4576.397461
	Iteration 14Q: 3 clusters Score -1369805 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1369894.375000 Penalty: 4576.397461
	Iteration 15Q: 3 clusters Score -1369894 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1369964.250000 Penalty: 4576.397461
	Iteration 16Q: 3 clusters Score -1369964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1370008.625000 Penalty: 4576.397461
	Iteration 17Q: 3 clusters Score -1370009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1370027.500000 Penalty: 4576.397461
	Iteration 18Q: 3 clusters Score -1370028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1370046.500000 Penalty: 4576.397461
	Iteration 19Q: 3 clusters Score -1370046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1370057.250000 Penalty: 4576.397461
	Iteration 20F: 3 clusters Score -1370057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1370061.125000 Penalty: 4576.397461
	Iteration 21Q: 3 clusters Score -1370061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1370066.750000 Penalty: 4576.397461
	Iteration 22Q: 3 clusters Score -1370067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1370068.125000 Penalty: 4576.397461
	Iteration 23Q: 3 clusters Score -1370068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1370068.125000 Penalty: 4576.397461
	Iteration 24F: 3 clusters Score -1370068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (165120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165120 members 
Entering Unmasked Estep 
Score: -21890990.000000 Penalty: 2979.578125
	Iteration 0F: 2 clusters Score -2.189099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82657 members 
Mstep: Class 2 contains 82463 members 
Entering Unmasked Estep 
Score: -21784356.000000 Penalty: 5959.156250
	Iteration 0F: 3 clusters Score -2.178436e+07 nChanged 79015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83664 members 
Mstep: Class 2 contains 81456 members 
Entering Unmasked Estep 
Score: -21830334.000000 Penalty: 5959.156250
	Iteration 1F: 3 clusters Score -2.183033e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84440 members 
Mstep: Class 2 contains 80680 members 
Entering Unmasked Estep 
Score: -21831772.000000 Penalty: 5959.156250
	Iteration 2Q: 3 clusters Score -2.183177e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85589 members 
Mstep: Class 2 contains 79531 members 
Entering Unmasked Estep 
Score: -21833162.000000 Penalty: 5959.156250
	Iteration 3Q: 3 clusters Score -2.183316e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87182 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -21835214.000000 Penalty: 5959.156250
	Iteration 4Q: 3 clusters Score -2.183521e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89324 members 
Mstep: Class 2 contains 75796 members 
Entering Unmasked Estep 
Score: -21838862.000000 Penalty: 5959.156250
	Iteration 5Q: 3 clusters Score -2.183886e+07 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92183 members 
Mstep: Class 2 contains 72937 members 
Entering Unmasked Estep 
Score: -21844598.000000 Penalty: 5959.156250
	Iteration 6F: 3 clusters Score -2.18446e+07 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95440 members 
Mstep: Class 2 contains 69680 members 
Entering Unmasked Estep 
Score: -21852374.000000 Penalty: 5959.156250
	Iteration 7F: 3 clusters Score -2.185237e+07 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98243 members 
Mstep: Class 2 contains 66877 members 
Entering Unmasked Estep 
Score: -21859504.000000 Penalty: 5959.156250
	Iteration 8F: 3 clusters Score -2.18595e+07 nChanged 8491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100432 members 
Mstep: Class 2 contains 64688 members 
Entering Unmasked Estep 
Score: -21863330.000000 Penalty: 5959.156250
	Iteration 9F: 3 clusters Score -2.186333e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102253 members 
Mstep: Class 2 contains 62867 members 
Entering Unmasked Estep 
Score: -21864434.000000 Penalty: 5959.156250
	Iteration 10Q: 3 clusters Score -2.186443e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104003 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -21865104.000000 Penalty: 5959.156250
	Iteration 11Q: 3 clusters Score -2.18651e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105870 members 
Mstep: Class 2 contains 59250 members 
Entering Unmasked Estep 
Score: -21865570.000000 Penalty: 5959.156250
	Iteration 12Q: 3 clusters Score -2.186557e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107880 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -21866018.000000 Penalty: 5959.156250
	Iteration 13Q: 3 clusters Score -2.186602e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110013 members 
Mstep: Class 2 contains 55107 members 
Entering Unmasked Estep 
Score: -21866554.000000 Penalty: 5959.156250
	Iteration 14Q: 3 clusters Score -2.186655e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112269 members 
Mstep: Class 2 contains 52851 members 
Entering Unmasked Estep 
Score: -21867196.000000 Penalty: 5959.156250
	Iteration 15Q: 3 clusters Score -2.18672e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114660 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -21867924.000000 Penalty: 5959.156250
	Iteration 16Q: 3 clusters Score -2.186792e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117107 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -21868568.000000 Penalty: 5959.156250
	Iteration 17Q: 3 clusters Score -2.186857e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119615 members 
Mstep: Class 2 contains 45505 members 
Entering Unmasked Estep 
Score: -21869266.000000 Penalty: 5959.156250
	Iteration 18Q: 3 clusters Score -2.186927e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122256 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -21869962.000000 Penalty: 5959.156250
	Iteration 19Q: 3 clusters Score -2.186996e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125050 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -21870848.000000 Penalty: 5959.156250
	Iteration 20F: 3 clusters Score -2.187085e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127920 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -21871780.000000 Penalty: 5959.156250
	Iteration 21Q: 3 clusters Score -2.187178e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130879 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -21872732.000000 Penalty: 5959.156250
	Iteration 22Q: 3 clusters Score -2.187273e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133921 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -21873860.000000 Penalty: 5959.156250
	Iteration 23Q: 3 clusters Score -2.187386e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137067 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -21875228.000000 Penalty: 5959.156250
	Iteration 24Q: 3 clusters Score -2.187523e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140169 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -21876700.000000 Penalty: 5959.156250
	Iteration 25Q: 3 clusters Score -2.18767e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143255 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -21878382.000000 Penalty: 5959.156250
	Iteration 26Q: 3 clusters Score -2.187838e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146261 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -21880022.000000 Penalty: 5959.156250
	Iteration 27Q: 3 clusters Score -2.188002e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149190 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -21881662.000000 Penalty: 5959.156250
	Iteration 28Q: 3 clusters Score -2.188166e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151935 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -21882996.000000 Penalty: 5959.156250
	Iteration 29Q: 3 clusters Score -2.1883e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154510 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -21884434.000000 Penalty: 5959.156250
	Iteration 30Q: 3 clusters Score -2.188443e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156738 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -21885584.000000 Penalty: 5959.156250
	Iteration 31Q: 3 clusters Score -2.188558e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158583 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -21886582.000000 Penalty: 5959.156250
	Iteration 32Q: 3 clusters Score -2.188658e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160091 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -21887352.000000 Penalty: 5959.156250
	Iteration 33Q: 3 clusters Score -2.188735e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161272 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -21887716.000000 Penalty: 5959.156250
	Iteration 34Q: 3 clusters Score -2.188772e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162135 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -21887972.000000 Penalty: 5959.156250
	Iteration 35Q: 3 clusters Score -2.188797e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162746 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -21888020.000000 Penalty: 5959.156250
	Iteration 36Q: 3 clusters Score -2.188802e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163202 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -21888200.000000 Penalty: 5959.156250
	Iteration 37Q: 3 clusters Score -2.18882e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163522 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -21888288.000000 Penalty: 5959.156250
	Iteration 38Q: 3 clusters Score -2.188829e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163726 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -21888330.000000 Penalty: 5959.156250
	Iteration 39Q: 3 clusters Score -2.188833e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163876 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -21888378.000000 Penalty: 5959.156250
	Iteration 40F: 3 clusters Score -2.188838e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163972 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -21888416.000000 Penalty: 5959.156250
	Iteration 41Q: 3 clusters Score -2.188842e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164046 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -21888454.000000 Penalty: 5959.156250
	Iteration 42Q: 3 clusters Score -2.188845e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164111 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -21888484.000000 Penalty: 5959.156250
	Iteration 43Q: 3 clusters Score -2.188848e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164159 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -21888510.000000 Penalty: 5959.156250
	Iteration 44Q: 3 clusters Score -2.188851e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164194 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -21888526.000000 Penalty: 5959.156250
	Iteration 45Q: 3 clusters Score -2.188853e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164228 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -21888538.000000 Penalty: 5959.156250
	Iteration 46Q: 3 clusters Score -2.188854e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164263 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -21888522.000000 Penalty: 5959.156250
	Iteration 47Q: 3 clusters Score -2.188852e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164289 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -21888530.000000 Penalty: 5959.156250
	Iteration 48Q: 3 clusters Score -2.188853e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164310 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -21888548.000000 Penalty: 5959.156250
	Iteration 49Q: 3 clusters Score -2.188855e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164327 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -21888560.000000 Penalty: 5959.156250
	Iteration 50Q: 3 clusters Score -2.188856e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164339 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -21888562.000000 Penalty: 5959.156250
	Iteration 51Q: 3 clusters Score -2.188856e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164353 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -21888544.000000 Penalty: 5959.156250
	Iteration 52Q: 3 clusters Score -2.188854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164363 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -21888578.000000 Penalty: 5959.156250
	Iteration 53Q: 3 clusters Score -2.188858e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164376 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -21888590.000000 Penalty: 5959.156250
	Iteration 54Q: 3 clusters Score -2.188859e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164390 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -21888580.000000 Penalty: 5959.156250
	Iteration 55Q: 3 clusters Score -2.188858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164403 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -21888588.000000 Penalty: 5959.156250
	Iteration 56Q: 3 clusters Score -2.188859e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164411 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -21888598.000000 Penalty: 5959.156250
	Iteration 57Q: 3 clusters Score -2.18886e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164422 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -21888616.000000 Penalty: 5959.156250
	Iteration 58Q: 3 clusters Score -2.188862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164428 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -21888618.000000 Penalty: 5959.156250
	Iteration 59Q: 3 clusters Score -2.188862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164431 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -21888628.000000 Penalty: 5959.156250
	Iteration 60F: 3 clusters Score -2.188863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164436 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -21888640.000000 Penalty: 5959.156250
	Iteration 61Q: 3 clusters Score -2.188864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164441 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -21888634.000000 Penalty: 5959.156250
	Iteration 62Q: 3 clusters Score -2.188863e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164446 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -21888620.000000 Penalty: 5959.156250
	Iteration 63Q: 3 clusters Score -2.188862e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164453 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -21888626.000000 Penalty: 5959.156250
	Iteration 64Q: 3 clusters Score -2.188863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164461 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -21888646.000000 Penalty: 5959.156250
	Iteration 65Q: 3 clusters Score -2.188865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164464 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -21888636.000000 Penalty: 5959.156250
	Iteration 66Q: 3 clusters Score -2.188864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164465 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -21888646.000000 Penalty: 5959.156250
	Iteration 67Q: 3 clusters Score -2.188865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164466 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -21888656.000000 Penalty: 5959.156250
	Iteration 68Q: 3 clusters Score -2.188866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164467 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -21888660.000000 Penalty: 5959.156250
	Iteration 69Q: 3 clusters Score -2.188866e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164467 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -21888660.000000 Penalty: 5959.156250
	Iteration 70F: 3 clusters Score -2.188866e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (163912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163912 members 
Entering Unmasked Estep 
Score: -22496624.000000 Penalty: 2977.757080
	Iteration 0F: 2 clusters Score -2.249662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81809 members 
Mstep: Class 2 contains 82103 members 
Entering Unmasked Estep 
Score: -22390472.000000 Penalty: 5955.514160
	Iteration 0F: 3 clusters Score -2.239047e+07 nChanged 78377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77964 members 
Mstep: Class 2 contains 85948 members 
Entering Unmasked Estep 
Score: -22435852.000000 Penalty: 5955.514160
	Iteration 1F: 3 clusters Score -2.243585e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75423 members 
Mstep: Class 2 contains 88489 members 
Entering Unmasked Estep 
Score: -22436906.000000 Penalty: 5955.514160
	Iteration 2Q: 3 clusters Score -2.243691e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71508 members 
Mstep: Class 2 contains 92404 members 
Entering Unmasked Estep 
Score: -22438214.000000 Penalty: 5955.514160
	Iteration 3Q: 3 clusters Score -2.243821e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65494 members 
Mstep: Class 2 contains 98418 members 
Entering Unmasked Estep 
Score: -22440830.000000 Penalty: 5955.514160
	Iteration 4Q: 3 clusters Score -2.244083e+07 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56803 members 
Mstep: Class 2 contains 107109 members 
Entering Unmasked Estep 
Score: -22445628.000000 Penalty: 5955.514160
	Iteration 5F: 3 clusters Score -2.244563e+07 nChanged 12220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 119267 members 
Entering Unmasked Estep 
Score: -22454342.000000 Penalty: 5955.514160
	Iteration 6F: 3 clusters Score -2.245434e+07 nChanged 14785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 134038 members 
Entering Unmasked Estep 
Score: -22467334.000000 Penalty: 5955.514160
	Iteration 7F: 3 clusters Score -2.246733e+07 nChanged 13944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 147980 members 
Entering Unmasked Estep 
Score: -22481072.000000 Penalty: 5955.514160
	Iteration 8F: 3 clusters Score -2.248107e+07 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 157496 members 
Entering Unmasked Estep 
Score: -22489590.000000 Penalty: 5955.514160
	Iteration 9F: 3 clusters Score -2.248959e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 161890 members 
Entering Unmasked Estep 
Score: -22492710.000000 Penalty: 5955.514160
	Iteration 10Q: 3 clusters Score -2.249271e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 163223 members 
Entering Unmasked Estep 
Score: -22493480.000000 Penalty: 5955.514160
	Iteration 11Q: 3 clusters Score -2.249348e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 163568 members 
Entering Unmasked Estep 
Score: -22493748.000000 Penalty: 5955.514160
	Iteration 12Q: 3 clusters Score -2.249375e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 163656 members 
Entering Unmasked Estep 
Score: -22493896.000000 Penalty: 5955.514160
	Iteration 13Q: 3 clusters Score -2.24939e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 163689 members 
Entering Unmasked Estep 
Score: -22493948.000000 Penalty: 5955.514160
	Iteration 14Q: 3 clusters Score -2.249395e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 163695 members 
Entering Unmasked Estep 
Score: -22493954.000000 Penalty: 5955.514160
	Iteration 15Q: 3 clusters Score -2.249395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 163697 members 
Entering Unmasked Estep 
Score: -22493956.000000 Penalty: 5955.514160
	Iteration 16Q: 3 clusters Score -2.249396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 163701 members 
Entering Unmasked Estep 
Score: -22493970.000000 Penalty: 5955.514160
	Iteration 17Q: 3 clusters Score -2.249397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 163701 members 
Entering Unmasked Estep 
Score: -22493978.000000 Penalty: 5955.514160
	Iteration 18Q: 3 clusters Score -2.249398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 163700 members 
Entering Unmasked Estep 
Score: -22493984.000000 Penalty: 5955.514160
	Iteration 19Q: 3 clusters Score -2.249398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 163699 members 
Entering Unmasked Estep 
Score: -22493998.000000 Penalty: 5955.514160
	Iteration 20F: 3 clusters Score -2.2494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 163701 members 
Entering Unmasked Estep 
Score: -22494002.000000 Penalty: 5955.514160
	Iteration 21Q: 3 clusters Score -2.2494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 163705 members 
Entering Unmasked Estep 
Score: -22494004.000000 Penalty: 5955.514160
	Iteration 22Q: 3 clusters Score -2.2494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 163709 members 
Entering Unmasked Estep 
Score: -22494014.000000 Penalty: 5955.514160
	Iteration 23Q: 3 clusters Score -2.249401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 163708 members 
Entering Unmasked Estep 
Score: -22494014.000000 Penalty: 5955.514160
	Iteration 24Q: 3 clusters Score -2.249401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 163708 members 
Entering Unmasked Estep 
Score: -22494014.000000 Penalty: 5955.514160
	Iteration 25F: 3 clusters Score -2.249401e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -26146.324219 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -26146.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24961.410156 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -24961.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25057.457031 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -25057.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25154.626953 Penalty: 2732.656738
	Iteration 2Q: 3 clusters Score -25154.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25257.375000 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -25257.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25281.052734 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -25281.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25286.154297 Penalty: 2732.656738
	Iteration 5Q: 3 clusters Score -25286.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25353.613281 Penalty: 2732.656738
	Iteration 6Q: 3 clusters Score -25353.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25419.261719 Penalty: 2732.656738
	Iteration 7Q: 3 clusters Score -25419.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25546.074219 Penalty: 2732.656738
	Iteration 8Q: 3 clusters Score -25546.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25569.193359 Penalty: 2732.656738
	Iteration 9Q: 3 clusters Score -25569.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -25577.164062 Penalty: 2732.656738
	Iteration 10Q: 3 clusters Score -25577.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25582.048828 Penalty: 2732.656738
	Iteration 11Q: 3 clusters Score -25582.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25606.472656 Penalty: 2732.656738
	Iteration 12Q: 3 clusters Score -25606.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25624.193359 Penalty: 2732.656738
	Iteration 13Q: 3 clusters Score -25624.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25641.955078 Penalty: 2732.656738
	Iteration 14Q: 3 clusters Score -25641.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25641.955078 Penalty: 2732.656738
	Iteration 15F: 3 clusters Score -25641.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -50624.753906 Penalty: 1517.288086
	Iteration 0F: 2 clusters Score -50624.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49210.019531 Penalty: 3034.576172
	Iteration 0F: 3 clusters Score -49210.02 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -49629.621094 Penalty: 3034.576172
	Iteration 1F: 3 clusters Score -49629.62 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50023.066406 Penalty: 3034.576172
	Iteration 2F: 3 clusters Score -50023.07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -50401.093750 Penalty: 3034.576172
	Iteration 3F: 3 clusters Score -50401.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -50600.921875 Penalty: 3034.576172
	Iteration 4Q: 3 clusters Score -50600.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -50729.460938 Penalty: 3034.576172
	Iteration 5Q: 3 clusters Score -50729.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51070.289062 Penalty: 3034.576172
	Iteration 6Q: 3 clusters Score -51070.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51451.246094 Penalty: 3034.576172
	Iteration 7Q: 3 clusters Score -51451.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -51620.207031 Penalty: 3034.576172
	Iteration 8Q: 3 clusters Score -51620.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51634.609375 Penalty: 3034.576172
	Iteration 9Q: 3 clusters Score -51634.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51644.007812 Penalty: 3034.576172
	Iteration 10Q: 3 clusters Score -51644.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -51653.070312 Penalty: 3034.576172
	Iteration 11Q: 3 clusters Score -51653.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51656.042969 Penalty: 3034.576172
	Iteration 12Q: 3 clusters Score -51656.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51676.378906 Penalty: 3034.576172
	Iteration 13F: 3 clusters Score -51676.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -51776.304688 Penalty: 3034.576172
	Iteration 14Q: 3 clusters Score -51776.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -52366.976562 Penalty: 3034.576172
	Iteration 15Q: 3 clusters Score -52366.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -52366.976562 Penalty: 3034.576172
	Iteration 16F: 3 clusters Score -52366.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 160549 members 
Mstep: Class 2 contains 2685 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170484 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 44676 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 6034 members 
Mstep: Class 10 contains 5365 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169437 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 10164 members 
Mstep: Class 15 contains 165120 members 
Mstep: Class 16 contains 163912 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 161 members 
Mstep: Class 19 contains 24416 members 
Mstep: Class 20 contains 53274 members 
Mstep: Class 21 contains 158999 members 
Mstep: Class 22 contains 79754 members 
Mstep: Class 23 contains 154952 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 216 members 
Mstep: Class 26 contains 293 members 
Entering Unmasked Estep 
Score: -180410048.000000 Penalty: 91161.578125
Splitting cluster 18 changes total score from -180410944.000000 to -180410048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (24416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Entering Unmasked Estep 
Score: -3237760.750000 Penalty: 2505.542480
	Iteration 0F: 2 clusters Score -3237761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -3220871.750000 Penalty: 5011.084961
	Iteration 0F: 3 clusters Score -3220872 nChanged 10886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -3226842.500000 Penalty: 5011.084961
	Iteration 1F: 3 clusters Score -3226842 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -3227658.000000 Penalty: 5011.084961
	Iteration 2F: 3 clusters Score -3227658 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -3228449.750000 Penalty: 5011.084961
	Iteration 3F: 3 clusters Score -3228450 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -3229291.000000 Penalty: 5011.084961
	Iteration 4F: 3 clusters Score -3229291 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -3230255.000000 Penalty: 5011.084961
	Iteration 5F: 3 clusters Score -3230255 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -3231269.250000 Penalty: 5011.084961
	Iteration 6F: 3 clusters Score -3231269 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -3232312.000000 Penalty: 5011.084961
	Iteration 7F: 3 clusters Score -3232312 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -3233286.250000 Penalty: 5011.084961
	Iteration 8F: 3 clusters Score -3233286 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -3234122.750000 Penalty: 5011.084961
	Iteration 9Q: 3 clusters Score -3234123 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -3234708.500000 Penalty: 5011.084961
	Iteration 10Q: 3 clusters Score -3234708 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -3235040.750000 Penalty: 5011.084961
	Iteration 11Q: 3 clusters Score -3235041 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -3235257.500000 Penalty: 5011.084961
	Iteration 12Q: 3 clusters Score -3235258 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -3235418.250000 Penalty: 5011.084961
	Iteration 13Q: 3 clusters Score -3235418 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -3235569.750000 Penalty: 5011.084961
	Iteration 14Q: 3 clusters Score -3235570 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -3235662.500000 Penalty: 5011.084961
	Iteration 15Q: 3 clusters Score -3235662 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3235771.500000 Penalty: 5011.084961
	Iteration 16Q: 3 clusters Score -3235772 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -3235849.250000 Penalty: 5011.084961
	Iteration 17Q: 3 clusters Score -3235849 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -3235909.500000 Penalty: 5011.084961
	Iteration 18Q: 3 clusters Score -3235910 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -3235957.000000 Penalty: 5011.084961
	Iteration 19Q: 3 clusters Score -3235957 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -3235990.750000 Penalty: 5011.084961
	Iteration 20F: 3 clusters Score -3235991 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -3236028.250000 Penalty: 5011.084961
	Iteration 21Q: 3 clusters Score -3236028 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -3236086.000000 Penalty: 5011.084961
	Iteration 22Q: 3 clusters Score -3236086 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -3236124.500000 Penalty: 5011.084961
	Iteration 23Q: 3 clusters Score -3236124 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -3236168.750000 Penalty: 5011.084961
	Iteration 24Q: 3 clusters Score -3236169 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -3236196.500000 Penalty: 5011.084961
	Iteration 25Q: 3 clusters Score -3236196 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -3236205.750000 Penalty: 5011.084961
	Iteration 26Q: 3 clusters Score -3236206 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -3236233.500000 Penalty: 5011.084961
	Iteration 27Q: 3 clusters Score -3236234 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -3236242.750000 Penalty: 5011.084961
	Iteration 28Q: 3 clusters Score -3236243 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -3236266.750000 Penalty: 5011.084961
	Iteration 29Q: 3 clusters Score -3236267 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -3236282.250000 Penalty: 5011.084961
	Iteration 30Q: 3 clusters Score -3236282 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -3236290.000000 Penalty: 5011.084961
	Iteration 31Q: 3 clusters Score -3236290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -3236306.750000 Penalty: 5011.084961
	Iteration 32Q: 3 clusters Score -3236307 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -3236321.750000 Penalty: 5011.084961
	Iteration 33Q: 3 clusters Score -3236322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -3236323.750000 Penalty: 5011.084961
	Iteration 34Q: 3 clusters Score -3236324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -3236335.750000 Penalty: 5011.084961
	Iteration 35Q: 3 clusters Score -3236336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -3236347.500000 Penalty: 5011.084961
	Iteration 36Q: 3 clusters Score -3236348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -3236361.750000 Penalty: 5011.084961
	Iteration 37Q: 3 clusters Score -3236362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -3236368.500000 Penalty: 5011.084961
	Iteration 38Q: 3 clusters Score -3236368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -3236372.250000 Penalty: 5011.084961
	Iteration 39Q: 3 clusters Score -3236372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -3236373.500000 Penalty: 5011.084961
	Iteration 40F: 3 clusters Score -3236374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -3236371.000000 Penalty: 5011.084961
	Iteration 41Q: 3 clusters Score -3236371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -3236388.750000 Penalty: 5011.084961
	Iteration 42Q: 3 clusters Score -3236389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -3236394.000000 Penalty: 5011.084961
	Iteration 43Q: 3 clusters Score -3236394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -3236396.250000 Penalty: 5011.084961
	Iteration 44Q: 3 clusters Score -3236396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -3236410.500000 Penalty: 5011.084961
	Iteration 45Q: 3 clusters Score -3236410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -3236418.250000 Penalty: 5011.084961
	Iteration 46Q: 3 clusters Score -3236418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -3236419.500000 Penalty: 5011.084961
	Iteration 47Q: 3 clusters Score -3236420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -3236420.500000 Penalty: 5011.084961
	Iteration 48Q: 3 clusters Score -3236420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -3236417.250000 Penalty: 5011.084961
	Iteration 49Q: 3 clusters Score -3236417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -3236422.750000 Penalty: 5011.084961
	Iteration 50Q: 3 clusters Score -3236423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -3236425.750000 Penalty: 5011.084961
	Iteration 51Q: 3 clusters Score -3236426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -3236435.750000 Penalty: 5011.084961
	Iteration 52Q: 3 clusters Score -3236436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -3236433.000000 Penalty: 5011.084961
	Iteration 53Q: 3 clusters Score -3236433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -3236434.250000 Penalty: 5011.084961
	Iteration 54Q: 3 clusters Score -3236434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -3236435.250000 Penalty: 5011.084961
	Iteration 55Q: 3 clusters Score -3236435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -3236441.500000 Penalty: 5011.084961
	Iteration 56Q: 3 clusters Score -3236442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -3236438.000000 Penalty: 5011.084961
	Iteration 57Q: 3 clusters Score -3236438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -3236440.500000 Penalty: 5011.084961
	Iteration 58Q: 3 clusters Score -3236440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -3236444.750000 Penalty: 5011.084961
	Iteration 59Q: 3 clusters Score -3236445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -3236442.250000 Penalty: 5011.084961
	Iteration 60F: 3 clusters Score -3236442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Entering Unmasked Estep 
Score: -7162265.500000 Penalty: 2699.034424
	Iteration 0F: 2 clusters Score -7162266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -7126475.500000 Penalty: 5398.068848
	Iteration 0F: 3 clusters Score -7126476 nChanged 24631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -7140095.500000 Penalty: 5398.068848
	Iteration 1F: 3 clusters Score -7140096 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -7140827.000000 Penalty: 5398.068848
	Iteration 2Q: 3 clusters Score -7140827 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -7141864.500000 Penalty: 5398.068848
	Iteration 3Q: 3 clusters Score -7141864 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -7143443.000000 Penalty: 5398.068848
	Iteration 4F: 3 clusters Score -7143443 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -7145969.000000 Penalty: 5398.068848
	Iteration 5F: 3 clusters Score -7145969 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -7149495.500000 Penalty: 5398.068848
	Iteration 6F: 3 clusters Score -7149496 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -7153278.500000 Penalty: 5398.068848
	Iteration 7F: 3 clusters Score -7153278 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -7156207.000000 Penalty: 5398.068848
	Iteration 8F: 3 clusters Score -7156207 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -7158013.000000 Penalty: 5398.068848
	Iteration 9Q: 3 clusters Score -7158013 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -7158867.000000 Penalty: 5398.068848
	Iteration 10Q: 3 clusters Score -7158867 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -7159262.000000 Penalty: 5398.068848
	Iteration 11Q: 3 clusters Score -7159262 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -7159497.500000 Penalty: 5398.068848
	Iteration 12Q: 3 clusters Score -7159498 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -7159710.500000 Penalty: 5398.068848
	Iteration 13Q: 3 clusters Score -7159710 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -7159830.500000 Penalty: 5398.068848
	Iteration 14Q: 3 clusters Score -7159830 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -7159936.500000 Penalty: 5398.068848
	Iteration 15Q: 3 clusters Score -7159936 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -7160025.000000 Penalty: 5398.068848
	Iteration 16Q: 3 clusters Score -7160025 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -7160095.500000 Penalty: 5398.068848
	Iteration 17Q: 3 clusters Score -7160096 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -7160154.500000 Penalty: 5398.068848
	Iteration 18Q: 3 clusters Score -7160154 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -7160198.000000 Penalty: 5398.068848
	Iteration 19Q: 3 clusters Score -7160198 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -7160231.500000 Penalty: 5398.068848
	Iteration 20F: 3 clusters Score -7160232 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -7160279.000000 Penalty: 5398.068848
	Iteration 21Q: 3 clusters Score -7160279 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -7160294.000000 Penalty: 5398.068848
	Iteration 22Q: 3 clusters Score -7160294 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -7160311.500000 Penalty: 5398.068848
	Iteration 23Q: 3 clusters Score -7160312 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -7160314.000000 Penalty: 5398.068848
	Iteration 24Q: 3 clusters Score -7160314 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -7160329.000000 Penalty: 5398.068848
	Iteration 25Q: 3 clusters Score -7160329 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -7160365.000000 Penalty: 5398.068848
	Iteration 26Q: 3 clusters Score -7160365 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -7160376.500000 Penalty: 5398.068848
	Iteration 27Q: 3 clusters Score -7160376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -7160391.000000 Penalty: 5398.068848
	Iteration 28Q: 3 clusters Score -7160391 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7160392.000000 Penalty: 5398.068848
	Iteration 29Q: 3 clusters Score -7160392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -7160403.000000 Penalty: 5398.068848
	Iteration 30Q: 3 clusters Score -7160403 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -7160396.500000 Penalty: 5398.068848
	Iteration 31Q: 3 clusters Score -7160396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -7160407.000000 Penalty: 5398.068848
	Iteration 32Q: 3 clusters Score -7160407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -7160411.000000 Penalty: 5398.068848
	Iteration 33Q: 3 clusters Score -7160411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -7160426.000000 Penalty: 5398.068848
	Iteration 34Q: 3 clusters Score -7160426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51253 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -7160431.500000 Penalty: 5398.068848
	Iteration 35Q: 3 clusters Score -7160432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51271 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -7160430.000000 Penalty: 5398.068848
	Iteration 36Q: 3 clusters Score -7160430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -7160438.500000 Penalty: 5398.068848
	Iteration 37Q: 3 clusters Score -7160438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -7160443.500000 Penalty: 5398.068848
	Iteration 38Q: 3 clusters Score -7160444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -7160446.000000 Penalty: 5398.068848
	Iteration 39Q: 3 clusters Score -7160446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -7160469.500000 Penalty: 5398.068848
	Iteration 40F: 3 clusters Score -7160470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -7160481.500000 Penalty: 5398.068848
	Iteration 41Q: 3 clusters Score -7160482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -7160482.000000 Penalty: 5398.068848
	Iteration 42Q: 3 clusters Score -7160482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -7160485.500000 Penalty: 5398.068848
	Iteration 43Q: 3 clusters Score -7160486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51393 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7160489.500000 Penalty: 5398.068848
	Iteration 44Q: 3 clusters Score -7160490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -7160479.500000 Penalty: 5398.068848
	Iteration 45Q: 3 clusters Score -7160480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51413 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -7160492.000000 Penalty: 5398.068848
	Iteration 46Q: 3 clusters Score -7160492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51422 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -7160487.500000 Penalty: 5398.068848
	Iteration 47Q: 3 clusters Score -7160488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -7160495.000000 Penalty: 5398.068848
	Iteration 48Q: 3 clusters Score -7160495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51431 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -7160493.500000 Penalty: 5398.068848
	Iteration 49Q: 3 clusters Score -7160494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -7160497.500000 Penalty: 5398.068848
	Iteration 50Q: 3 clusters Score -7160498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -7160503.500000 Penalty: 5398.068848
	Iteration 51Q: 3 clusters Score -7160504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -7160503.000000 Penalty: 5398.068848
	Iteration 52Q: 3 clusters Score -7160503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -7160507.000000 Penalty: 5398.068848
	Iteration 53Q: 3 clusters Score -7160507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -7160503.000000 Penalty: 5398.068848
	Iteration 54Q: 3 clusters Score -7160503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -7160497.000000 Penalty: 5398.068848
	Iteration 55Q: 3 clusters Score -7160497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51468 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -7160498.000000 Penalty: 5398.068848
	Iteration 56Q: 3 clusters Score -7160498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -7160500.500000 Penalty: 5398.068848
	Iteration 57Q: 3 clusters Score -7160500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -7160503.500000 Penalty: 5398.068848
	Iteration 58Q: 3 clusters Score -7160504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51476 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -7160501.000000 Penalty: 5398.068848
	Iteration 59Q: 3 clusters Score -7160501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7160497.500000 Penalty: 5398.068848
	Iteration 60F: 3 clusters Score -7160498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -7160497.000000 Penalty: 5398.068848
	Iteration 61Q: 3 clusters Score -7160497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -7160506.500000 Penalty: 5398.068848
	Iteration 62Q: 3 clusters Score -7160506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -7160502.500000 Penalty: 5398.068848
	Iteration 63Q: 3 clusters Score -7160502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -7160511.500000 Penalty: 5398.068848
	Iteration 64Q: 3 clusters Score -7160512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -7160505.500000 Penalty: 5398.068848
	Iteration 65Q: 3 clusters Score -7160506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -7160510.500000 Penalty: 5398.068848
	Iteration 66Q: 3 clusters Score -7160510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -7160515.000000 Penalty: 5398.068848
	Iteration 67Q: 3 clusters Score -7160515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -7160516.500000 Penalty: 5398.068848
	Iteration 68Q: 3 clusters Score -7160516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -7160519.500000 Penalty: 5398.068848
	Iteration 69Q: 3 clusters Score -7160520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -7160515.000000 Penalty: 5398.068848
	Iteration 70Q: 3 clusters Score -7160515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -7160528.000000 Penalty: 5398.068848
	Iteration 71Q: 3 clusters Score -7160528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -7160525.500000 Penalty: 5398.068848
	Iteration 72Q: 3 clusters Score -7160526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -7160532.000000 Penalty: 5398.068848
	Iteration 73Q: 3 clusters Score -7160532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -7160523.500000 Penalty: 5398.068848
	Iteration 74Q: 3 clusters Score -7160524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51594 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -7160533.500000 Penalty: 5398.068848
	Iteration 75Q: 3 clusters Score -7160534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7160526.500000 Penalty: 5398.068848
	Iteration 76Q: 3 clusters Score -7160526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51616 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -7160525.000000 Penalty: 5398.068848
	Iteration 77Q: 3 clusters Score -7160525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51627 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7160520.500000 Penalty: 5398.068848
	Iteration 78Q: 3 clusters Score -7160520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -7160540.000000 Penalty: 5398.068848
	Iteration 79Q: 3 clusters Score -7160540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51656 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -7160541.500000 Penalty: 5398.068848
	Iteration 80F: 3 clusters Score -7160542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51669 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7160542.500000 Penalty: 5398.068848
	Iteration 81Q: 3 clusters Score -7160542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51679 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -7160541.500000 Penalty: 5398.068848
	Iteration 82Q: 3 clusters Score -7160542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -7160542.500000 Penalty: 5398.068848
	Iteration 83Q: 3 clusters Score -7160542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51694 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -7160544.500000 Penalty: 5398.068848
	Iteration 84Q: 3 clusters Score -7160544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -7160536.500000 Penalty: 5398.068848
	Iteration 85Q: 3 clusters Score -7160536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7160552.000000 Penalty: 5398.068848
	Iteration 86Q: 3 clusters Score -7160552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -7160556.500000 Penalty: 5398.068848
	Iteration 87Q: 3 clusters Score -7160556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -7160558.500000 Penalty: 5398.068848
	Iteration 88Q: 3 clusters Score -7160558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -7160553.500000 Penalty: 5398.068848
	Iteration 89Q: 3 clusters Score -7160554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -7160555.000000 Penalty: 5398.068848
	Iteration 90Q: 3 clusters Score -7160555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -7160554.000000 Penalty: 5398.068848
	Iteration 91Q: 3 clusters Score -7160554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -7160552.500000 Penalty: 5398.068848
	Iteration 92Q: 3 clusters Score -7160552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -7160552.500000 Penalty: 5398.068848
	Iteration 93F: 3 clusters Score -7160552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (158999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158999 members 
Entering Unmasked Estep 
Score: -21185800.000000 Penalty: 2970.209961
	Iteration 0F: 2 clusters Score -2.11858e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79487 members 
Mstep: Class 2 contains 79512 members 
Entering Unmasked Estep 
Score: -21081642.000000 Penalty: 5940.419922
	Iteration 0F: 3 clusters Score -2.108164e+07 nChanged 76165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78320 members 
Mstep: Class 2 contains 80679 members 
Entering Unmasked Estep 
Score: -21126636.000000 Penalty: 5940.419922
	Iteration 1F: 3 clusters Score -2.112664e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77409 members 
Mstep: Class 2 contains 81590 members 
Entering Unmasked Estep 
Score: -21127584.000000 Penalty: 5940.419922
	Iteration 2Q: 3 clusters Score -2.112758e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76096 members 
Mstep: Class 2 contains 82903 members 
Entering Unmasked Estep 
Score: -21128546.000000 Penalty: 5940.419922
	Iteration 3Q: 3 clusters Score -2.112855e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74013 members 
Mstep: Class 2 contains 84986 members 
Entering Unmasked Estep 
Score: -21130030.000000 Penalty: 5940.419922
	Iteration 4Q: 3 clusters Score -2.113003e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71033 members 
Mstep: Class 2 contains 87966 members 
Entering Unmasked Estep 
Score: -21132206.000000 Penalty: 5940.419922
	Iteration 5Q: 3 clusters Score -2.113221e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66842 members 
Mstep: Class 2 contains 92157 members 
Entering Unmasked Estep 
Score: -21135286.000000 Penalty: 5940.419922
	Iteration 6Q: 3 clusters Score -2.113529e+07 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61537 members 
Mstep: Class 2 contains 97462 members 
Entering Unmasked Estep 
Score: -21139670.000000 Penalty: 5940.419922
	Iteration 7F: 3 clusters Score -2.113967e+07 nChanged 9613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 103419 members 
Entering Unmasked Estep 
Score: -21145708.000000 Penalty: 5940.419922
	Iteration 8F: 3 clusters Score -2.114571e+07 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 109139 members 
Entering Unmasked Estep 
Score: -21153034.000000 Penalty: 5940.419922
	Iteration 9F: 3 clusters Score -2.115303e+07 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 113680 members 
Entering Unmasked Estep 
Score: -21159964.000000 Penalty: 5940.419922
	Iteration 10F: 3 clusters Score -2.115996e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 116672 members 
Entering Unmasked Estep 
Score: -21164586.000000 Penalty: 5940.419922
	Iteration 11Q: 3 clusters Score -2.116459e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 118670 members 
Entering Unmasked Estep 
Score: -21166552.000000 Penalty: 5940.419922
	Iteration 12Q: 3 clusters Score -2.116655e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 120344 members 
Entering Unmasked Estep 
Score: -21167472.000000 Penalty: 5940.419922
	Iteration 13Q: 3 clusters Score -2.116747e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 121955 members 
Entering Unmasked Estep 
Score: -21168126.000000 Penalty: 5940.419922
	Iteration 14Q: 3 clusters Score -2.116813e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 123698 members 
Entering Unmasked Estep 
Score: -21168900.000000 Penalty: 5940.419922
	Iteration 15Q: 3 clusters Score -2.11689e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 125491 members 
Entering Unmasked Estep 
Score: -21169562.000000 Penalty: 5940.419922
	Iteration 16Q: 3 clusters Score -2.116956e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 127342 members 
Entering Unmasked Estep 
Score: -21170384.000000 Penalty: 5940.419922
	Iteration 17Q: 3 clusters Score -2.117038e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 129206 members 
Entering Unmasked Estep 
Score: -21171112.000000 Penalty: 5940.419922
	Iteration 18Q: 3 clusters Score -2.117111e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 131037 members 
Entering Unmasked Estep 
Score: -21171992.000000 Penalty: 5940.419922
	Iteration 19Q: 3 clusters Score -2.117199e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 132780 members 
Entering Unmasked Estep 
Score: -21172730.000000 Penalty: 5940.419922
	Iteration 20F: 3 clusters Score -2.117273e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 134494 members 
Entering Unmasked Estep 
Score: -21173578.000000 Penalty: 5940.419922
	Iteration 21Q: 3 clusters Score -2.117358e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 136269 members 
Entering Unmasked Estep 
Score: -21174324.000000 Penalty: 5940.419922
	Iteration 22Q: 3 clusters Score -2.117432e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 137988 members 
Entering Unmasked Estep 
Score: -21175070.000000 Penalty: 5940.419922
	Iteration 23Q: 3 clusters Score -2.117507e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 139627 members 
Entering Unmasked Estep 
Score: -21175746.000000 Penalty: 5940.419922
	Iteration 24Q: 3 clusters Score -2.117575e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 141236 members 
Entering Unmasked Estep 
Score: -21176514.000000 Penalty: 5940.419922
	Iteration 25Q: 3 clusters Score -2.117651e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 142819 members 
Entering Unmasked Estep 
Score: -21177514.000000 Penalty: 5940.419922
	Iteration 26Q: 3 clusters Score -2.117751e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 144450 members 
Entering Unmasked Estep 
Score: -21178452.000000 Penalty: 5940.419922
	Iteration 27Q: 3 clusters Score -2.117845e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 146083 members 
Entering Unmasked Estep 
Score: -21179282.000000 Penalty: 5940.419922
	Iteration 28Q: 3 clusters Score -2.117928e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 147706 members 
Entering Unmasked Estep 
Score: -21180248.000000 Penalty: 5940.419922
	Iteration 29Q: 3 clusters Score -2.118025e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 149254 members 
Entering Unmasked Estep 
Score: -21180802.000000 Penalty: 5940.419922
	Iteration 30Q: 3 clusters Score -2.11808e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 150713 members 
Entering Unmasked Estep 
Score: -21181354.000000 Penalty: 5940.419922
	Iteration 31Q: 3 clusters Score -2.118135e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 152077 members 
Entering Unmasked Estep 
Score: -21181860.000000 Penalty: 5940.419922
	Iteration 32Q: 3 clusters Score -2.118186e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 153356 members 
Entering Unmasked Estep 
Score: -21182530.000000 Penalty: 5940.419922
	Iteration 33Q: 3 clusters Score -2.118253e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 154535 members 
Entering Unmasked Estep 
Score: -21182744.000000 Penalty: 5940.419922
	Iteration 34Q: 3 clusters Score -2.118274e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 155516 members 
Entering Unmasked Estep 
Score: -21183084.000000 Penalty: 5940.419922
	Iteration 35Q: 3 clusters Score -2.118308e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 156338 members 
Entering Unmasked Estep 
Score: -21183218.000000 Penalty: 5940.419922
	Iteration 36Q: 3 clusters Score -2.118322e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 156962 members 
Entering Unmasked Estep 
Score: -21183410.000000 Penalty: 5940.419922
	Iteration 37Q: 3 clusters Score -2.118341e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 157437 members 
Entering Unmasked Estep 
Score: -21183542.000000 Penalty: 5940.419922
	Iteration 38Q: 3 clusters Score -2.118354e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 157753 members 
Entering Unmasked Estep 
Score: -21183526.000000 Penalty: 5940.419922
	Iteration 39Q: 3 clusters Score -2.118353e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 157973 members 
Entering Unmasked Estep 
Score: -21183568.000000 Penalty: 5940.419922
	Iteration 40F: 3 clusters Score -2.118357e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 158123 members 
Entering Unmasked Estep 
Score: -21183634.000000 Penalty: 5940.419922
	Iteration 41Q: 3 clusters Score -2.118363e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 158251 members 
Entering Unmasked Estep 
Score: -21183652.000000 Penalty: 5940.419922
	Iteration 42Q: 3 clusters Score -2.118365e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 158334 members 
Entering Unmasked Estep 
Score: -21183594.000000 Penalty: 5940.419922
	Iteration 43Q: 3 clusters Score -2.118359e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 158394 members 
Entering Unmasked Estep 
Score: -21183602.000000 Penalty: 5940.419922
	Iteration 44Q: 3 clusters Score -2.11836e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 158442 members 
Entering Unmasked Estep 
Score: -21183614.000000 Penalty: 5940.419922
	Iteration 45Q: 3 clusters Score -2.118361e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 158476 members 
Entering Unmasked Estep 
Score: -21183644.000000 Penalty: 5940.419922
	Iteration 46Q: 3 clusters Score -2.118364e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 158499 members 
Entering Unmasked Estep 
Score: -21183658.000000 Penalty: 5940.419922
	Iteration 47Q: 3 clusters Score -2.118366e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 158518 members 
Entering Unmasked Estep 
Score: -21183656.000000 Penalty: 5940.419922
	Iteration 48Q: 3 clusters Score -2.118366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 158536 members 
Entering Unmasked Estep 
Score: -21183670.000000 Penalty: 5940.419922
	Iteration 49Q: 3 clusters Score -2.118367e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 158550 members 
Entering Unmasked Estep 
Score: -21183690.000000 Penalty: 5940.419922
	Iteration 50Q: 3 clusters Score -2.118369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 158561 members 
Entering Unmasked Estep 
Score: -21183674.000000 Penalty: 5940.419922
	Iteration 51Q: 3 clusters Score -2.118367e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 158569 members 
Entering Unmasked Estep 
Score: -21183674.000000 Penalty: 5940.419922
	Iteration 52Q: 3 clusters Score -2.118367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 158576 members 
Entering Unmasked Estep 
Score: -21183664.000000 Penalty: 5940.419922
	Iteration 53Q: 3 clusters Score -2.118366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 158585 members 
Entering Unmasked Estep 
Score: -21183678.000000 Penalty: 5940.419922
	Iteration 54Q: 3 clusters Score -2.118368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 158590 members 
Entering Unmasked Estep 
Score: -21183658.000000 Penalty: 5940.419922
	Iteration 55Q: 3 clusters Score -2.118366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 158594 members 
Entering Unmasked Estep 
Score: -21183656.000000 Penalty: 5940.419922
	Iteration 56Q: 3 clusters Score -2.118366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 158600 members 
Entering Unmasked Estep 
Score: -21183672.000000 Penalty: 5940.419922
	Iteration 57Q: 3 clusters Score -2.118367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 158604 members 
Entering Unmasked Estep 
Score: -21183668.000000 Penalty: 5940.419922
	Iteration 58Q: 3 clusters Score -2.118367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 158606 members 
Entering Unmasked Estep 
Score: -21183664.000000 Penalty: 5940.419922
	Iteration 59Q: 3 clusters Score -2.118366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 158607 members 
Entering Unmasked Estep 
Score: -21183662.000000 Penalty: 5940.419922
	Iteration 60F: 3 clusters Score -2.118366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 158609 members 
Entering Unmasked Estep 
Score: -21183658.000000 Penalty: 5940.419922
	Iteration 61Q: 3 clusters Score -2.118366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 158611 members 
Entering Unmasked Estep 
Score: -21183652.000000 Penalty: 5940.419922
	Iteration 62Q: 3 clusters Score -2.118365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 158613 members 
Entering Unmasked Estep 
Score: -21183654.000000 Penalty: 5940.419922
	Iteration 63Q: 3 clusters Score -2.118365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 158613 members 
Entering Unmasked Estep 
Score: -21183654.000000 Penalty: 5940.419922
	Iteration 64F: 3 clusters Score -2.118365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (79754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79754 members 
Entering Unmasked Estep 
Score: -10329974.000000 Penalty: 2799.102051
	Iteration 0F: 2 clusters Score -1.032997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -10276616.000000 Penalty: 5598.204102
	Iteration 0F: 3 clusters Score -1.027662e+07 nChanged 37526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -10297276.000000 Penalty: 5598.204102
	Iteration 1F: 3 clusters Score -1.029728e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -10297786.000000 Penalty: 5598.204102
	Iteration 2Q: 3 clusters Score -1.029779e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -10298300.000000 Penalty: 5598.204102
	Iteration 3Q: 3 clusters Score -1.02983e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -10298938.000000 Penalty: 5598.204102
	Iteration 4Q: 3 clusters Score -1.029894e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -10299683.000000 Penalty: 5598.204102
	Iteration 5Q: 3 clusters Score -1.029968e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -10301040.000000 Penalty: 5598.204102
	Iteration 6Q: 3 clusters Score -1.030104e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -10302908.000000 Penalty: 5598.204102
	Iteration 7Q: 3 clusters Score -1.030291e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -10305842.000000 Penalty: 5598.204102
	Iteration 8F: 3 clusters Score -1.030584e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -10309196.000000 Penalty: 5598.204102
	Iteration 9F: 3 clusters Score -1.03092e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -10312145.000000 Penalty: 5598.204102
	Iteration 10F: 3 clusters Score -1.031214e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -10314051.000000 Penalty: 5598.204102
	Iteration 11F: 3 clusters Score -1.031405e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -10315070.000000 Penalty: 5598.204102
	Iteration 12Q: 3 clusters Score -1.031507e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -10315618.000000 Penalty: 5598.204102
	Iteration 13Q: 3 clusters Score -1.031562e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -10315825.000000 Penalty: 5598.204102
	Iteration 14Q: 3 clusters Score -1.031582e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -10315942.000000 Penalty: 5598.204102
	Iteration 15Q: 3 clusters Score -1.031594e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -10315998.000000 Penalty: 5598.204102
	Iteration 16Q: 3 clusters Score -1.0316e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -10316011.000000 Penalty: 5598.204102
	Iteration 17Q: 3 clusters Score -1.031601e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -10316081.000000 Penalty: 5598.204102
	Iteration 18Q: 3 clusters Score -1.031608e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -10316097.000000 Penalty: 5598.204102
	Iteration 19Q: 3 clusters Score -1.03161e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -10316105.000000 Penalty: 5598.204102
	Iteration 20F: 3 clusters Score -1.03161e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -10316104.000000 Penalty: 5598.204102
	Iteration 21Q: 3 clusters Score -1.03161e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -10316117.000000 Penalty: 5598.204102
	Iteration 22Q: 3 clusters Score -1.031612e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -10316141.000000 Penalty: 5598.204102
	Iteration 23Q: 3 clusters Score -1.031614e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -10316187.000000 Penalty: 5598.204102
	Iteration 24Q: 3 clusters Score -1.031619e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -10316182.000000 Penalty: 5598.204102
	Iteration 25Q: 3 clusters Score -1.031618e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -10316252.000000 Penalty: 5598.204102
	Iteration 26Q: 3 clusters Score -1.031625e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -10316277.000000 Penalty: 5598.204102
	Iteration 27Q: 3 clusters Score -1.031628e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -10316290.000000 Penalty: 5598.204102
	Iteration 28Q: 3 clusters Score -1.031629e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -10316347.000000 Penalty: 5598.204102
	Iteration 29Q: 3 clusters Score -1.031635e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -10316356.000000 Penalty: 5598.204102
	Iteration 30Q: 3 clusters Score -1.031636e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -10316455.000000 Penalty: 5598.204102
	Iteration 31Q: 3 clusters Score -1.031646e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -10316549.000000 Penalty: 5598.204102
	Iteration 32Q: 3 clusters Score -1.031655e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -10316684.000000 Penalty: 5598.204102
	Iteration 33Q: 3 clusters Score -1.031668e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -10316778.000000 Penalty: 5598.204102
	Iteration 34Q: 3 clusters Score -1.031678e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -10316911.000000 Penalty: 5598.204102
	Iteration 35Q: 3 clusters Score -1.031691e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -10317065.000000 Penalty: 5598.204102
	Iteration 36Q: 3 clusters Score -1.031706e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -10317383.000000 Penalty: 5598.204102
	Iteration 37Q: 3 clusters Score -1.031738e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49503 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -10317643.000000 Penalty: 5598.204102
	Iteration 38Q: 3 clusters Score -1.031764e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -10318037.000000 Penalty: 5598.204102
	Iteration 39Q: 3 clusters Score -1.031804e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -10318423.000000 Penalty: 5598.204102
	Iteration 40F: 3 clusters Score -1.031842e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -10318947.000000 Penalty: 5598.204102
	Iteration 41Q: 3 clusters Score -1.031895e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -10319563.000000 Penalty: 5598.204102
	Iteration 42Q: 3 clusters Score -1.031956e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59175 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -10320282.000000 Penalty: 5598.204102
	Iteration 43Q: 3 clusters Score -1.032028e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61448 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -10321069.000000 Penalty: 5598.204102
	Iteration 44Q: 3 clusters Score -1.032107e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63708 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -10321871.000000 Penalty: 5598.204102
	Iteration 45Q: 3 clusters Score -1.032187e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65911 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -10322642.000000 Penalty: 5598.204102
	Iteration 46Q: 3 clusters Score -1.032264e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67964 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -10323473.000000 Penalty: 5598.204102
	Iteration 47Q: 3 clusters Score -1.032347e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69888 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -10324248.000000 Penalty: 5598.204102
	Iteration 48Q: 3 clusters Score -1.032425e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71570 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -10324935.000000 Penalty: 5598.204102
	Iteration 49Q: 3 clusters Score -1.032494e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73026 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -10325552.000000 Penalty: 5598.204102
	Iteration 50Q: 3 clusters Score -1.032555e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74235 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -10326037.000000 Penalty: 5598.204102
	Iteration 51Q: 3 clusters Score -1.032604e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75135 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -10326341.000000 Penalty: 5598.204102
	Iteration 52Q: 3 clusters Score -1.032634e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75802 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -10326615.000000 Penalty: 5598.204102
	Iteration 53Q: 3 clusters Score -1.032662e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76357 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -10326864.000000 Penalty: 5598.204102
	Iteration 54Q: 3 clusters Score -1.032686e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76771 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -10327031.000000 Penalty: 5598.204102
	Iteration 55Q: 3 clusters Score -1.032703e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77140 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -10327176.000000 Penalty: 5598.204102
	Iteration 56Q: 3 clusters Score -1.032718e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77411 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -10327328.000000 Penalty: 5598.204102
	Iteration 57Q: 3 clusters Score -1.032733e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77600 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -10327408.000000 Penalty: 5598.204102
	Iteration 58Q: 3 clusters Score -1.032741e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77767 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -10327455.000000 Penalty: 5598.204102
	Iteration 59Q: 3 clusters Score -1.032746e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77890 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -10327513.000000 Penalty: 5598.204102
	Iteration 60F: 3 clusters Score -1.032751e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77982 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -10327547.000000 Penalty: 5598.204102
	Iteration 61Q: 3 clusters Score -1.032755e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78055 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -10327582.000000 Penalty: 5598.204102
	Iteration 62Q: 3 clusters Score -1.032758e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78112 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -10327612.000000 Penalty: 5598.204102
	Iteration 63Q: 3 clusters Score -1.032761e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78160 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -10327631.000000 Penalty: 5598.204102
	Iteration 64Q: 3 clusters Score -1.032763e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78205 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -10327658.000000 Penalty: 5598.204102
	Iteration 65Q: 3 clusters Score -1.032766e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78236 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -10327678.000000 Penalty: 5598.204102
	Iteration 66Q: 3 clusters Score -1.032768e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78265 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -10327677.000000 Penalty: 5598.204102
	Iteration 67Q: 3 clusters Score -1.032768e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78294 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -10327708.000000 Penalty: 5598.204102
	Iteration 68Q: 3 clusters Score -1.032771e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78316 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -10327714.000000 Penalty: 5598.204102
	Iteration 69Q: 3 clusters Score -1.032771e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78338 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -10327742.000000 Penalty: 5598.204102
	Iteration 70Q: 3 clusters Score -1.032774e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78361 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -10327752.000000 Penalty: 5598.204102
	Iteration 71Q: 3 clusters Score -1.032775e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78376 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -10327753.000000 Penalty: 5598.204102
	Iteration 72Q: 3 clusters Score -1.032775e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78389 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -10327757.000000 Penalty: 5598.204102
	Iteration 73Q: 3 clusters Score -1.032776e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78404 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -10327758.000000 Penalty: 5598.204102
	Iteration 74Q: 3 clusters Score -1.032776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78416 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -10327778.000000 Penalty: 5598.204102
	Iteration 75Q: 3 clusters Score -1.032778e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78427 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -10327787.000000 Penalty: 5598.204102
	Iteration 76Q: 3 clusters Score -1.032779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78434 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -10327789.000000 Penalty: 5598.204102
	Iteration 77Q: 3 clusters Score -1.032779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78440 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -10327788.000000 Penalty: 5598.204102
	Iteration 78Q: 3 clusters Score -1.032779e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78451 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -10327802.000000 Penalty: 5598.204102
	Iteration 79Q: 3 clusters Score -1.03278e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78462 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -10327804.000000 Penalty: 5598.204102
	Iteration 80F: 3 clusters Score -1.03278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78474 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -10327793.000000 Penalty: 5598.204102
	Iteration 81Q: 3 clusters Score -1.032779e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78484 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -10327822.000000 Penalty: 5598.204102
	Iteration 82Q: 3 clusters Score -1.032782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78495 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -10327814.000000 Penalty: 5598.204102
	Iteration 83Q: 3 clusters Score -1.032781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78499 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -10327822.000000 Penalty: 5598.204102
	Iteration 84Q: 3 clusters Score -1.032782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78506 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -10327814.000000 Penalty: 5598.204102
	Iteration 85Q: 3 clusters Score -1.032781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78514 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -10327829.000000 Penalty: 5598.204102
	Iteration 86Q: 3 clusters Score -1.032783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78522 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -10327835.000000 Penalty: 5598.204102
	Iteration 87Q: 3 clusters Score -1.032784e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78529 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -10327850.000000 Penalty: 5598.204102
	Iteration 88Q: 3 clusters Score -1.032785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78533 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -10327840.000000 Penalty: 5598.204102
	Iteration 89Q: 3 clusters Score -1.032784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78538 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -10327841.000000 Penalty: 5598.204102
	Iteration 90Q: 3 clusters Score -1.032784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78542 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -10327851.000000 Penalty: 5598.204102
	Iteration 91Q: 3 clusters Score -1.032785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78548 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -10327861.000000 Penalty: 5598.204102
	Iteration 92Q: 3 clusters Score -1.032786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78552 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -10327872.000000 Penalty: 5598.204102
	Iteration 93Q: 3 clusters Score -1.032787e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78561 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -10327873.000000 Penalty: 5598.204102
	Iteration 94Q: 3 clusters Score -1.032787e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78571 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -10327866.000000 Penalty: 5598.204102
	Iteration 95Q: 3 clusters Score -1.032787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78574 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -10327866.000000 Penalty: 5598.204102
	Iteration 96Q: 3 clusters Score -1.032787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78578 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -10327877.000000 Penalty: 5598.204102
	Iteration 97Q: 3 clusters Score -1.032788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78582 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -10327871.000000 Penalty: 5598.204102
	Iteration 98Q: 3 clusters Score -1.032787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78583 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -10327874.000000 Penalty: 5598.204102
	Iteration 99Q: 3 clusters Score -1.032787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78586 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -10327866.000000 Penalty: 5598.204102
	Iteration 100F: 3 clusters Score -1.032787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78587 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -10327871.000000 Penalty: 5598.204102
	Iteration 101Q: 3 clusters Score -1.032787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78589 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -10327873.000000 Penalty: 5598.204102
	Iteration 102Q: 3 clusters Score -1.032787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78589 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -10327865.000000 Penalty: 5598.204102
	Iteration 103Q: 3 clusters Score -1.032786e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78589 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -10327865.000000 Penalty: 5598.204102
	Iteration 104F: 3 clusters Score -1.032786e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (154952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154952 members 
Entering Unmasked Estep 
Score: -20597868.000000 Penalty: 2963.815918
	Iteration 0F: 2 clusters Score -2.059787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77484 members 
Mstep: Class 2 contains 77468 members 
Entering Unmasked Estep 
Score: -20495622.000000 Penalty: 5927.631836
	Iteration 0F: 3 clusters Score -2.049562e+07 nChanged 74161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78649 members 
Mstep: Class 2 contains 76303 members 
Entering Unmasked Estep 
Score: -20538618.000000 Penalty: 5927.631836
	Iteration 1F: 3 clusters Score -2.053862e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79525 members 
Mstep: Class 2 contains 75427 members 
Entering Unmasked Estep 
Score: -20539482.000000 Penalty: 5927.631836
	Iteration 2Q: 3 clusters Score -2.053948e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80928 members 
Mstep: Class 2 contains 74024 members 
Entering Unmasked Estep 
Score: -20540596.000000 Penalty: 5927.631836
	Iteration 3Q: 3 clusters Score -2.05406e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82930 members 
Mstep: Class 2 contains 72022 members 
Entering Unmasked Estep 
Score: -20542012.000000 Penalty: 5927.631836
	Iteration 4Q: 3 clusters Score -2.054201e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85895 members 
Mstep: Class 2 contains 69057 members 
Entering Unmasked Estep 
Score: -20543792.000000 Penalty: 5927.631836
	Iteration 5Q: 3 clusters Score -2.054379e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90083 members 
Mstep: Class 2 contains 64869 members 
Entering Unmasked Estep 
Score: -20546234.000000 Penalty: 5927.631836
	Iteration 6Q: 3 clusters Score -2.054623e+07 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95764 members 
Mstep: Class 2 contains 59188 members 
Entering Unmasked Estep 
Score: -20549972.000000 Penalty: 5927.631836
	Iteration 7F: 3 clusters Score -2.054997e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103019 members 
Mstep: Class 2 contains 51933 members 
Entering Unmasked Estep 
Score: -20555582.000000 Penalty: 5927.631836
	Iteration 8F: 3 clusters Score -2.055558e+07 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111252 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -20562944.000000 Penalty: 5927.631836
	Iteration 9F: 3 clusters Score -2.056294e+07 nChanged 9947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119509 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -20571140.000000 Penalty: 5927.631836
	Iteration 10F: 3 clusters Score -2.057114e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126411 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -20578460.000000 Penalty: 5927.631836
	Iteration 11F: 3 clusters Score -2.057846e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131074 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -20583366.000000 Penalty: 5927.631836
	Iteration 12Q: 3 clusters Score -2.058337e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134205 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -20586772.000000 Penalty: 5927.631836
	Iteration 13Q: 3 clusters Score -2.058677e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136658 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -20589026.000000 Penalty: 5927.631836
	Iteration 14Q: 3 clusters Score -2.058903e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138678 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -20590776.000000 Penalty: 5927.631836
	Iteration 15Q: 3 clusters Score -2.059078e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140302 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -20592266.000000 Penalty: 5927.631836
	Iteration 16Q: 3 clusters Score -2.059227e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141591 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -20593406.000000 Penalty: 5927.631836
	Iteration 17Q: 3 clusters Score -2.059341e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142710 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -20594318.000000 Penalty: 5927.631836
	Iteration 18Q: 3 clusters Score -2.059432e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143537 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -20595018.000000 Penalty: 5927.631836
	Iteration 19Q: 3 clusters Score -2.059502e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144235 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -20595474.000000 Penalty: 5927.631836
	Iteration 20F: 3 clusters Score -2.059547e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144848 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -20595804.000000 Penalty: 5927.631836
	Iteration 21Q: 3 clusters Score -2.05958e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145349 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -20596068.000000 Penalty: 5927.631836
	Iteration 22Q: 3 clusters Score -2.059607e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145788 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -20596316.000000 Penalty: 5927.631836
	Iteration 23Q: 3 clusters Score -2.059632e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146163 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -20596358.000000 Penalty: 5927.631836
	Iteration 24Q: 3 clusters Score -2.059636e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146506 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -20596442.000000 Penalty: 5927.631836
	Iteration 25Q: 3 clusters Score -2.059644e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146834 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -20596496.000000 Penalty: 5927.631836
	Iteration 26Q: 3 clusters Score -2.05965e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147128 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -20596484.000000 Penalty: 5927.631836
	Iteration 27Q: 3 clusters Score -2.059648e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147392 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -20596480.000000 Penalty: 5927.631836
	Iteration 28Q: 3 clusters Score -2.059648e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147658 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -20596434.000000 Penalty: 5927.631836
	Iteration 29Q: 3 clusters Score -2.059643e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147906 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -20596394.000000 Penalty: 5927.631836
	Iteration 30Q: 3 clusters Score -2.059639e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148126 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -20596434.000000 Penalty: 5927.631836
	Iteration 31Q: 3 clusters Score -2.059643e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148323 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -20596400.000000 Penalty: 5927.631836
	Iteration 32Q: 3 clusters Score -2.05964e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148509 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -20596374.000000 Penalty: 5927.631836
	Iteration 33Q: 3 clusters Score -2.059637e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148696 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -20596330.000000 Penalty: 5927.631836
	Iteration 34Q: 3 clusters Score -2.059633e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148887 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -20596312.000000 Penalty: 5927.631836
	Iteration 35Q: 3 clusters Score -2.059631e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149045 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -20596310.000000 Penalty: 5927.631836
	Iteration 36Q: 3 clusters Score -2.059631e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149187 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -20596246.000000 Penalty: 5927.631836
	Iteration 37Q: 3 clusters Score -2.059625e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149319 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -20596176.000000 Penalty: 5927.631836
	Iteration 38Q: 3 clusters Score -2.059618e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149427 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -20596186.000000 Penalty: 5927.631836
	Iteration 39Q: 3 clusters Score -2.059619e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149520 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -20596154.000000 Penalty: 5927.631836
	Iteration 40F: 3 clusters Score -2.059615e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149618 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -20596154.000000 Penalty: 5927.631836
	Iteration 41Q: 3 clusters Score -2.059615e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149712 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -20596122.000000 Penalty: 5927.631836
	Iteration 42Q: 3 clusters Score -2.059612e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149798 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -20596104.000000 Penalty: 5927.631836
	Iteration 43Q: 3 clusters Score -2.05961e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149879 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -20596094.000000 Penalty: 5927.631836
	Iteration 44Q: 3 clusters Score -2.059609e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149960 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -20596098.000000 Penalty: 5927.631836
	Iteration 45Q: 3 clusters Score -2.05961e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150045 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -20596104.000000 Penalty: 5927.631836
	Iteration 46Q: 3 clusters Score -2.05961e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150122 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -20596112.000000 Penalty: 5927.631836
	Iteration 47Q: 3 clusters Score -2.059611e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150203 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -20596076.000000 Penalty: 5927.631836
	Iteration 48Q: 3 clusters Score -2.059608e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150287 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -20596054.000000 Penalty: 5927.631836
	Iteration 49Q: 3 clusters Score -2.059605e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150353 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -20596040.000000 Penalty: 5927.631836
	Iteration 50Q: 3 clusters Score -2.059604e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150420 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -20596042.000000 Penalty: 5927.631836
	Iteration 51Q: 3 clusters Score -2.059604e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150489 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -20595996.000000 Penalty: 5927.631836
	Iteration 52Q: 3 clusters Score -2.0596e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150567 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -20595996.000000 Penalty: 5927.631836
	Iteration 53Q: 3 clusters Score -2.0596e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150642 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -20595974.000000 Penalty: 5927.631836
	Iteration 54Q: 3 clusters Score -2.059597e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150714 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -20595978.000000 Penalty: 5927.631836
	Iteration 55Q: 3 clusters Score -2.059598e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150797 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -20595952.000000 Penalty: 5927.631836
	Iteration 56Q: 3 clusters Score -2.059595e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150874 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -20595962.000000 Penalty: 5927.631836
	Iteration 57Q: 3 clusters Score -2.059596e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150943 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -20595956.000000 Penalty: 5927.631836
	Iteration 58Q: 3 clusters Score -2.059596e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151031 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -20595930.000000 Penalty: 5927.631836
	Iteration 59Q: 3 clusters Score -2.059593e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151116 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -20595912.000000 Penalty: 5927.631836
	Iteration 60F: 3 clusters Score -2.059591e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151185 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -20595910.000000 Penalty: 5927.631836
	Iteration 61Q: 3 clusters Score -2.059591e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151241 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -20595908.000000 Penalty: 5927.631836
	Iteration 62Q: 3 clusters Score -2.059591e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151299 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -20595896.000000 Penalty: 5927.631836
	Iteration 63Q: 3 clusters Score -2.05959e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151367 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -20595886.000000 Penalty: 5927.631836
	Iteration 64Q: 3 clusters Score -2.059589e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151423 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -20595860.000000 Penalty: 5927.631836
	Iteration 65Q: 3 clusters Score -2.059586e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151478 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -20595862.000000 Penalty: 5927.631836
	Iteration 66Q: 3 clusters Score -2.059586e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151530 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -20595862.000000 Penalty: 5927.631836
	Iteration 67Q: 3 clusters Score -2.059586e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151582 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -20595828.000000 Penalty: 5927.631836
	Iteration 68Q: 3 clusters Score -2.059583e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151634 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -20595812.000000 Penalty: 5927.631836
	Iteration 69Q: 3 clusters Score -2.059581e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151699 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -20595796.000000 Penalty: 5927.631836
	Iteration 70Q: 3 clusters Score -2.05958e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151767 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -20595780.000000 Penalty: 5927.631836
	Iteration 71Q: 3 clusters Score -2.059578e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151822 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -20595788.000000 Penalty: 5927.631836
	Iteration 72Q: 3 clusters Score -2.059579e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151892 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -20595770.000000 Penalty: 5927.631836
	Iteration 73Q: 3 clusters Score -2.059577e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151956 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -20595782.000000 Penalty: 5927.631836
	Iteration 74Q: 3 clusters Score -2.059578e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152017 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -20595756.000000 Penalty: 5927.631836
	Iteration 75Q: 3 clusters Score -2.059576e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152073 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -20595736.000000 Penalty: 5927.631836
	Iteration 76Q: 3 clusters Score -2.059574e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152139 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -20595698.000000 Penalty: 5927.631836
	Iteration 77Q: 3 clusters Score -2.05957e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152219 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -20595718.000000 Penalty: 5927.631836
	Iteration 78Q: 3 clusters Score -2.059572e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152293 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -20595714.000000 Penalty: 5927.631836
	Iteration 79Q: 3 clusters Score -2.059571e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152354 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -20595694.000000 Penalty: 5927.631836
	Iteration 80F: 3 clusters Score -2.059569e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152419 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -20595686.000000 Penalty: 5927.631836
	Iteration 81Q: 3 clusters Score -2.059569e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152466 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -20595684.000000 Penalty: 5927.631836
	Iteration 82Q: 3 clusters Score -2.059568e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152517 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -20595682.000000 Penalty: 5927.631836
	Iteration 83Q: 3 clusters Score -2.059568e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152567 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -20595680.000000 Penalty: 5927.631836
	Iteration 84Q: 3 clusters Score -2.059568e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152623 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -20595656.000000 Penalty: 5927.631836
	Iteration 85Q: 3 clusters Score -2.059566e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152670 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -20595664.000000 Penalty: 5927.631836
	Iteration 86Q: 3 clusters Score -2.059566e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152721 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -20595654.000000 Penalty: 5927.631836
	Iteration 87Q: 3 clusters Score -2.059565e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152763 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -20595658.000000 Penalty: 5927.631836
	Iteration 88Q: 3 clusters Score -2.059566e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152804 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -20595642.000000 Penalty: 5927.631836
	Iteration 89Q: 3 clusters Score -2.059564e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152846 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -20595638.000000 Penalty: 5927.631836
	Iteration 90Q: 3 clusters Score -2.059564e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152885 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -20595656.000000 Penalty: 5927.631836
	Iteration 91Q: 3 clusters Score -2.059566e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152929 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -20595638.000000 Penalty: 5927.631836
	Iteration 92Q: 3 clusters Score -2.059564e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152962 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -20595624.000000 Penalty: 5927.631836
	Iteration 93Q: 3 clusters Score -2.059562e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152997 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -20595618.000000 Penalty: 5927.631836
	Iteration 94Q: 3 clusters Score -2.059562e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153026 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -20595628.000000 Penalty: 5927.631836
	Iteration 95Q: 3 clusters Score -2.059563e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153057 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -20595610.000000 Penalty: 5927.631836
	Iteration 96Q: 3 clusters Score -2.059561e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153077 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -20595614.000000 Penalty: 5927.631836
	Iteration 97Q: 3 clusters Score -2.059561e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153102 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -20595620.000000 Penalty: 5927.631836
	Iteration 98Q: 3 clusters Score -2.059562e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153128 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -20595606.000000 Penalty: 5927.631836
	Iteration 99Q: 3 clusters Score -2.059561e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153154 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -20595620.000000 Penalty: 5927.631836
	Iteration 100F: 3 clusters Score -2.059562e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153186 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -20595596.000000 Penalty: 5927.631836
	Iteration 101Q: 3 clusters Score -2.05956e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153225 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -20595600.000000 Penalty: 5927.631836
	Iteration 102Q: 3 clusters Score -2.05956e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153268 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -20595608.000000 Penalty: 5927.631836
	Iteration 103Q: 3 clusters Score -2.059561e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153311 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -20595642.000000 Penalty: 5927.631836
	Iteration 104Q: 3 clusters Score -2.059564e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153351 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -20595608.000000 Penalty: 5927.631836
	Iteration 105Q: 3 clusters Score -2.059561e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153391 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -20595620.000000 Penalty: 5927.631836
	Iteration 106Q: 3 clusters Score -2.059562e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153421 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -20595598.000000 Penalty: 5927.631836
	Iteration 107Q: 3 clusters Score -2.05956e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153446 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -20595606.000000 Penalty: 5927.631836
	Iteration 108Q: 3 clusters Score -2.059561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153459 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -20595606.000000 Penalty: 5927.631836
	Iteration 109Q: 3 clusters Score -2.059561e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153477 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -20595592.000000 Penalty: 5927.631836
	Iteration 110Q: 3 clusters Score -2.059559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153490 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -20595588.000000 Penalty: 5927.631836
	Iteration 111Q: 3 clusters Score -2.059559e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153510 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -20595578.000000 Penalty: 5927.631836
	Iteration 112Q: 3 clusters Score -2.059558e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153525 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -20595560.000000 Penalty: 5927.631836
	Iteration 113Q: 3 clusters Score -2.059556e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153542 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -20595580.000000 Penalty: 5927.631836
	Iteration 114Q: 3 clusters Score -2.059558e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153556 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -20595606.000000 Penalty: 5927.631836
	Iteration 115Q: 3 clusters Score -2.059561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153567 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -20595602.000000 Penalty: 5927.631836
	Iteration 116Q: 3 clusters Score -2.05956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153583 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -20595632.000000 Penalty: 5927.631836
	Iteration 117Q: 3 clusters Score -2.059563e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153600 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -20595646.000000 Penalty: 5927.631836
	Iteration 118Q: 3 clusters Score -2.059565e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153613 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -20595636.000000 Penalty: 5927.631836
	Iteration 119Q: 3 clusters Score -2.059564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153620 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -20595620.000000 Penalty: 5927.631836
	Iteration 120F: 3 clusters Score -2.059562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153623 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -20595614.000000 Penalty: 5927.631836
	Iteration 121Q: 3 clusters Score -2.059561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153630 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -20595618.000000 Penalty: 5927.631836
	Iteration 122Q: 3 clusters Score -2.059562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153635 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -20595626.000000 Penalty: 5927.631836
	Iteration 123Q: 3 clusters Score -2.059563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153643 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -20595630.000000 Penalty: 5927.631836
	Iteration 124Q: 3 clusters Score -2.059563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153648 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -20595622.000000 Penalty: 5927.631836
	Iteration 125Q: 3 clusters Score -2.059562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153656 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -20595610.000000 Penalty: 5927.631836
	Iteration 126Q: 3 clusters Score -2.059561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153663 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -20595612.000000 Penalty: 5927.631836
	Iteration 127Q: 3 clusters Score -2.059561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153669 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -20595600.000000 Penalty: 5927.631836
	Iteration 128Q: 3 clusters Score -2.05956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153676 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -20595602.000000 Penalty: 5927.631836
	Iteration 129Q: 3 clusters Score -2.05956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153681 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -20595600.000000 Penalty: 5927.631836
	Iteration 130Q: 3 clusters Score -2.05956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153688 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -20595610.000000 Penalty: 5927.631836
	Iteration 131Q: 3 clusters Score -2.059561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153693 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -20595600.000000 Penalty: 5927.631836
	Iteration 132Q: 3 clusters Score -2.05956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153699 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -20595624.000000 Penalty: 5927.631836
	Iteration 133Q: 3 clusters Score -2.059562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153707 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -20595622.000000 Penalty: 5927.631836
	Iteration 134Q: 3 clusters Score -2.059562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153710 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -20595622.000000 Penalty: 5927.631836
	Iteration 135Q: 3 clusters Score -2.059562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153716 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -20595606.000000 Penalty: 5927.631836
	Iteration 136Q: 3 clusters Score -2.059561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153719 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -20595604.000000 Penalty: 5927.631836
	Iteration 137Q: 3 clusters Score -2.05956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153722 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -20595606.000000 Penalty: 5927.631836
	Iteration 138Q: 3 clusters Score -2.059561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153723 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -20595612.000000 Penalty: 5927.631836
	Iteration 139Q: 3 clusters Score -2.059561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153723 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -20595612.000000 Penalty: 5927.631836
	Iteration 140F: 3 clusters Score -2.059561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -77356.773438 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -77356.77 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 295 members 
Entering Unmasked Estep 
Score: -75694.554688 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -75694.55 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -75968.875000 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -75968.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -76094.046875 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -76094.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -76340.914062 Penalty: 3200.998047
	Iteration 3Q: 3 clusters Score -76340.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -76469.835938 Penalty: 3200.998047
	Iteration 4Q: 3 clusters Score -76469.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -76861.484375 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -76861.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -77117.945312 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -77117.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -77181.734375 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -77181.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -77217.062500 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -77217.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77246.046875 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -77246.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -77263.359375 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -77263.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -77285.851562 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -77285.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -77308.664062 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -77308.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77334.609375 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -77334.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -77351.835938 Penalty: 3200.998047
	Iteration 14Q: 3 clusters Score -77351.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -77365.570312 Penalty: 3200.998047
	Iteration 15Q: 3 clusters Score -77365.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -77373.859375 Penalty: 3200.998047
	Iteration 16Q: 3 clusters Score -77373.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -77380.031250 Penalty: 3200.998047
	Iteration 17Q: 3 clusters Score -77380.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -77381.062500 Penalty: 3200.998047
	Iteration 18Q: 3 clusters Score -77381.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -77382.140625 Penalty: 3200.998047
	Iteration 19F: 3 clusters Score -77382.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -77385.390625 Penalty: 3200.998047
	Iteration 20F: 3 clusters Score -77385.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -77388.546875 Penalty: 3200.998047
	Iteration 21Q: 3 clusters Score -77388.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -77392.398438 Penalty: 3200.998047
	Iteration 22Q: 3 clusters Score -77392.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -77394.226562 Penalty: 3200.998047
	Iteration 23Q: 3 clusters Score -77394.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -77395.015625 Penalty: 3200.998047
	Iteration 24Q: 3 clusters Score -77395.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -77395.015625 Penalty: 3200.998047
	Iteration 25F: 3 clusters Score -77395.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 160549 members 
Mstep: Class 2 contains 2685 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170484 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 44676 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 6034 members 
Mstep: Class 10 contains 5365 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169437 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 10164 members 
Mstep: Class 15 contains 165120 members 
Mstep: Class 16 contains 163912 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24416 members 
Mstep: Class 20 contains 53274 members 
Mstep: Class 21 contains 158999 members 
Mstep: Class 22 contains 79754 members 
Mstep: Class 23 contains 154952 members 
Mstep: Class 24 contains 240 members 
Mstep: Class 25 contains 216 members 
Mstep: Class 26 contains 395 members 
Entering Unmasked Estep 
Score: -180408816.000000 Penalty: 91161.578125
Splitting cluster 24 changes total score from -180410944.000000 to -180408816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -22507.015625 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -22507.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21436.140625 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -21436.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21547.701172 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -21547.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21740.619141 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -21740.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21787.318359 Penalty: 2666.138184
	Iteration 3Q: 3 clusters Score -21787.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21842.949219 Penalty: 2666.138184
	Iteration 4Q: 3 clusters Score -21842.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21857.810547 Penalty: 2666.138184
	Iteration 5Q: 3 clusters Score -21857.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21894.746094 Penalty: 2666.138184
	Iteration 6Q: 3 clusters Score -21894.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21936.816406 Penalty: 2666.138184
	Iteration 7Q: 3 clusters Score -21936.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22008.800781 Penalty: 2666.138184
	Iteration 8Q: 3 clusters Score -22008.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22012.244141 Penalty: 2666.138184
	Iteration 9Q: 3 clusters Score -22012.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22016.535156 Penalty: 2666.138184
	Iteration 10Q: 3 clusters Score -22016.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22022.888672 Penalty: 2666.138184
	Iteration 11Q: 3 clusters Score -22022.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22022.888672 Penalty: 2666.138184
	Iteration 12F: 3 clusters Score -22022.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 160549 members 
Mstep: Class 2 contains 2685 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170484 members 
Mstep: Class 5 contains 3097 members 
Mstep: Class 6 contains 44676 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 6034 members 
Mstep: Class 10 contains 5365 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169437 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 10164 members 
Mstep: Class 15 contains 165120 members 
Mstep: Class 16 contains 163912 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24416 members 
Mstep: Class 20 contains 53274 members 
Mstep: Class 21 contains 158999 members 
Mstep: Class 22 contains 79754 members 
Mstep: Class 23 contains 154952 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410720.000000 Penalty: 87655.367188
Iteration 159Q: 26 clusters Score -1.804107e+08 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 160501 members 
Mstep: Class 2 contains 2686 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170460 members 
Mstep: Class 5 contains 3096 members 
Mstep: Class 6 contains 44785 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 6043 members 
Mstep: Class 10 contains 5355 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169398 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 10116 members 
Mstep: Class 15 contains 165118 members 
Mstep: Class 16 contains 163895 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24427 members 
Mstep: Class 20 contains 53208 members 
Mstep: Class 21 contains 159064 members 
Mstep: Class 22 contains 79789 members 
Mstep: Class 23 contains 154977 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410720.000000 Penalty: 87655.367188
Iteration 160F: 26 clusters Score -1.804107e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160472 members 
Mstep: Class 2 contains 2683 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170441 members 
Mstep: Class 5 contains 3096 members 
Mstep: Class 6 contains 44886 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 6053 members 
Mstep: Class 10 contains 5352 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169406 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 10079 members 
Mstep: Class 15 contains 165102 members 
Mstep: Class 16 contains 163874 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24430 members 
Mstep: Class 20 contains 53156 members 
Mstep: Class 21 contains 159085 members 
Mstep: Class 22 contains 79831 members 
Mstep: Class 23 contains 154972 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410672.000000 Penalty: 87655.367188
Iteration 161Q: 26 clusters Score -1.804107e+08 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160445 members 
Mstep: Class 2 contains 2680 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170448 members 
Mstep: Class 5 contains 3096 members 
Mstep: Class 6 contains 45000 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1389 members 
Mstep: Class 9 contains 6066 members 
Mstep: Class 10 contains 5344 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169387 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 10034 members 
Mstep: Class 15 contains 165084 members 
Mstep: Class 16 contains 163886 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24437 members 
Mstep: Class 20 contains 53087 members 
Mstep: Class 21 contains 159115 members 
Mstep: Class 22 contains 79855 members 
Mstep: Class 23 contains 154953 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410960.000000 Penalty: 87655.367188
Iteration 162Q: 26 clusters Score -1.80411e+08 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160434 members 
Mstep: Class 2 contains 2678 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170432 members 
Mstep: Class 5 contains 3096 members 
Mstep: Class 6 contains 45099 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 6075 members 
Mstep: Class 10 contains 5336 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169404 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9990 members 
Mstep: Class 15 contains 165060 members 
Mstep: Class 16 contains 163896 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24441 members 
Mstep: Class 20 contains 53033 members 
Mstep: Class 21 contains 159078 members 
Mstep: Class 22 contains 79894 members 
Mstep: Class 23 contains 154972 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411168.000000 Penalty: 87655.367188
Iteration 163Q: 26 clusters Score -1.804112e+08 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160419 members 
Mstep: Class 2 contains 2674 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170404 members 
Mstep: Class 5 contains 3096 members 
Mstep: Class 6 contains 45182 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 6084 members 
Mstep: Class 10 contains 5327 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169417 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9957 members 
Mstep: Class 15 contains 165069 members 
Mstep: Class 16 contains 163933 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24448 members 
Mstep: Class 20 contains 52973 members 
Mstep: Class 21 contains 159063 members 
Mstep: Class 22 contains 79936 members 
Mstep: Class 23 contains 154934 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411264.000000 Penalty: 87655.367188
Iteration 164Q: 26 clusters Score -1.804113e+08 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160421 members 
Mstep: Class 2 contains 2670 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170386 members 
Mstep: Class 5 contains 3096 members 
Mstep: Class 6 contains 45287 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1392 members 
Mstep: Class 9 contains 6089 members 
Mstep: Class 10 contains 5316 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169401 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9926 members 
Mstep: Class 15 contains 165046 members 
Mstep: Class 16 contains 163942 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24455 members 
Mstep: Class 20 contains 52925 members 
Mstep: Class 21 contains 159067 members 
Mstep: Class 22 contains 79983 members 
Mstep: Class 23 contains 154903 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410848.000000 Penalty: 87655.367188
Iteration 165Q: 26 clusters Score -1.804108e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160392 members 
Mstep: Class 2 contains 2667 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170347 members 
Mstep: Class 5 contains 3095 members 
Mstep: Class 6 contains 45388 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1392 members 
Mstep: Class 9 contains 6095 members 
Mstep: Class 10 contains 5311 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169384 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9896 members 
Mstep: Class 15 contains 165042 members 
Mstep: Class 16 contains 163976 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24468 members 
Mstep: Class 20 contains 52883 members 
Mstep: Class 21 contains 159071 members 
Mstep: Class 22 contains 80025 members 
Mstep: Class 23 contains 154873 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410720.000000 Penalty: 87655.367188
Iteration 166Q: 26 clusters Score -1.804107e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160405 members 
Mstep: Class 2 contains 2659 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170330 members 
Mstep: Class 5 contains 3092 members 
Mstep: Class 6 contains 45473 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1392 members 
Mstep: Class 9 contains 6099 members 
Mstep: Class 10 contains 5298 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169362 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9876 members 
Mstep: Class 15 contains 165010 members 
Mstep: Class 16 contains 163995 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24477 members 
Mstep: Class 20 contains 52846 members 
Mstep: Class 21 contains 159061 members 
Mstep: Class 22 contains 80067 members 
Mstep: Class 23 contains 154863 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410784.000000 Penalty: 87655.367188
Iteration 167Q: 26 clusters Score -1.804108e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160393 members 
Mstep: Class 2 contains 2654 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170308 members 
Mstep: Class 5 contains 3091 members 
Mstep: Class 6 contains 45596 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1391 members 
Mstep: Class 9 contains 6105 members 
Mstep: Class 10 contains 5285 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169367 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9839 members 
Mstep: Class 15 contains 165003 members 
Mstep: Class 16 contains 163979 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24490 members 
Mstep: Class 20 contains 52816 members 
Mstep: Class 21 contains 159035 members 
Mstep: Class 22 contains 80106 members 
Mstep: Class 23 contains 154847 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410848.000000 Penalty: 87655.367188
Iteration 168Q: 26 clusters Score -1.804108e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160410 members 
Mstep: Class 2 contains 2652 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170294 members 
Mstep: Class 5 contains 3092 members 
Mstep: Class 6 contains 45702 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1391 members 
Mstep: Class 9 contains 6112 members 
Mstep: Class 10 contains 5283 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169359 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9821 members 
Mstep: Class 15 contains 164979 members 
Mstep: Class 16 contains 163979 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24504 members 
Mstep: Class 20 contains 52769 members 
Mstep: Class 21 contains 158997 members 
Mstep: Class 22 contains 80142 members 
Mstep: Class 23 contains 154819 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410864.000000 Penalty: 87655.367188
Iteration 169Q: 26 clusters Score -1.804109e+08 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160418 members 
Mstep: Class 2 contains 2648 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170309 members 
Mstep: Class 5 contains 3093 members 
Mstep: Class 6 contains 45804 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1391 members 
Mstep: Class 9 contains 6116 members 
Mstep: Class 10 contains 5282 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169372 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9793 members 
Mstep: Class 15 contains 164952 members 
Mstep: Class 16 contains 164004 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24522 members 
Mstep: Class 20 contains 52726 members 
Mstep: Class 21 contains 158991 members 
Mstep: Class 22 contains 80181 members 
Mstep: Class 23 contains 154703 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410672.000000 Penalty: 87655.367188
Iteration 170Q: 26 clusters Score -1.804107e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160411 members 
Mstep: Class 2 contains 2644 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170314 members 
Mstep: Class 5 contains 3092 members 
Mstep: Class 6 contains 45910 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1391 members 
Mstep: Class 9 contains 6119 members 
Mstep: Class 10 contains 5276 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169361 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9774 members 
Mstep: Class 15 contains 164935 members 
Mstep: Class 16 contains 164028 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24540 members 
Mstep: Class 20 contains 52710 members 
Mstep: Class 21 contains 158989 members 
Mstep: Class 22 contains 80204 members 
Mstep: Class 23 contains 154606 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410624.000000 Penalty: 87655.367188
Iteration 171Q: 26 clusters Score -1.804106e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160410 members 
Mstep: Class 2 contains 2640 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170304 members 
Mstep: Class 5 contains 3091 members 
Mstep: Class 6 contains 46002 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 6119 members 
Mstep: Class 10 contains 5275 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169366 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9751 members 
Mstep: Class 15 contains 164928 members 
Mstep: Class 16 contains 164023 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24554 members 
Mstep: Class 20 contains 52686 members 
Mstep: Class 21 contains 158997 members 
Mstep: Class 22 contains 80239 members 
Mstep: Class 23 contains 154529 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410736.000000 Penalty: 87655.367188
Iteration 172Q: 26 clusters Score -1.804107e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160397 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170312 members 
Mstep: Class 5 contains 3090 members 
Mstep: Class 6 contains 46101 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 6119 members 
Mstep: Class 10 contains 5274 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169357 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9720 members 
Mstep: Class 15 contains 164906 members 
Mstep: Class 16 contains 164020 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24565 members 
Mstep: Class 20 contains 52665 members 
Mstep: Class 21 contains 158996 members 
Mstep: Class 22 contains 80268 members 
Mstep: Class 23 contains 154486 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410896.000000 Penalty: 87655.367188
Iteration 173Q: 26 clusters Score -1.804109e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160399 members 
Mstep: Class 2 contains 2635 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170281 members 
Mstep: Class 5 contains 3089 members 
Mstep: Class 6 contains 46188 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 6120 members 
Mstep: Class 10 contains 5268 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169356 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9693 members 
Mstep: Class 15 contains 164913 members 
Mstep: Class 16 contains 164073 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24561 members 
Mstep: Class 20 contains 52638 members 
Mstep: Class 21 contains 158950 members 
Mstep: Class 22 contains 80285 members 
Mstep: Class 23 contains 154465 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411056.000000 Penalty: 87655.367188
Iteration 174Q: 26 clusters Score -1.804111e+08 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160389 members 
Mstep: Class 2 contains 2635 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170269 members 
Mstep: Class 5 contains 3088 members 
Mstep: Class 6 contains 46261 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 6120 members 
Mstep: Class 10 contains 5261 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169344 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9673 members 
Mstep: Class 15 contains 164911 members 
Mstep: Class 16 contains 164121 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24566 members 
Mstep: Class 20 contains 52610 members 
Mstep: Class 21 contains 158949 members 
Mstep: Class 22 contains 80312 members 
Mstep: Class 23 contains 154406 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411152.000000 Penalty: 87655.367188
Iteration 175Q: 26 clusters Score -1.804112e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160401 members 
Mstep: Class 2 contains 2635 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170262 members 
Mstep: Class 5 contains 3087 members 
Mstep: Class 6 contains 46326 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 6120 members 
Mstep: Class 10 contains 5250 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169340 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9627 members 
Mstep: Class 15 contains 164892 members 
Mstep: Class 16 contains 164144 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24569 members 
Mstep: Class 20 contains 52583 members 
Mstep: Class 21 contains 159010 members 
Mstep: Class 22 contains 80335 members 
Mstep: Class 23 contains 154334 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411328.000000 Penalty: 87655.367188
Iteration 176Q: 26 clusters Score -1.804113e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160427 members 
Mstep: Class 2 contains 2634 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170252 members 
Mstep: Class 5 contains 3085 members 
Mstep: Class 6 contains 46386 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 5238 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169329 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9596 members 
Mstep: Class 15 contains 164911 members 
Mstep: Class 16 contains 164166 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24572 members 
Mstep: Class 20 contains 52547 members 
Mstep: Class 21 contains 159042 members 
Mstep: Class 22 contains 80353 members 
Mstep: Class 23 contains 154256 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411248.000000 Penalty: 87655.367188
Iteration 177Q: 26 clusters Score -1.804112e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160449 members 
Mstep: Class 2 contains 2634 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170268 members 
Mstep: Class 5 contains 3083 members 
Mstep: Class 6 contains 46446 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 5225 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169326 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9563 members 
Mstep: Class 15 contains 164923 members 
Mstep: Class 16 contains 164145 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24573 members 
Mstep: Class 20 contains 52503 members 
Mstep: Class 21 contains 159079 members 
Mstep: Class 22 contains 80373 members 
Mstep: Class 23 contains 154205 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411744.000000 Penalty: 87655.367188
Iteration 178Q: 26 clusters Score -1.804117e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160462 members 
Mstep: Class 2 contains 2634 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170303 members 
Mstep: Class 5 contains 3083 members 
Mstep: Class 6 contains 46505 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 6122 members 
Mstep: Class 10 contains 5214 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169323 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9539 members 
Mstep: Class 15 contains 164910 members 
Mstep: Class 16 contains 164135 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24578 members 
Mstep: Class 20 contains 52469 members 
Mstep: Class 21 contains 159082 members 
Mstep: Class 22 contains 80395 members 
Mstep: Class 23 contains 154162 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411696.000000 Penalty: 87655.367188
Iteration 179Q: 26 clusters Score -1.804117e+08 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160498 members 
Mstep: Class 2 contains 2633 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170339 members 
Mstep: Class 5 contains 3080 members 
Mstep: Class 6 contains 46555 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1391 members 
Mstep: Class 9 contains 6127 members 
Mstep: Class 10 contains 5217 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169298 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9518 members 
Mstep: Class 15 contains 164897 members 
Mstep: Class 16 contains 164152 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24580 members 
Mstep: Class 20 contains 52442 members 
Mstep: Class 21 contains 159066 members 
Mstep: Class 22 contains 80413 members 
Mstep: Class 23 contains 154100 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411792.000000 Penalty: 87655.367188
Iteration 180F: 26 clusters Score -1.804118e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160505 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170353 members 
Mstep: Class 5 contains 3078 members 
Mstep: Class 6 contains 46620 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1390 members 
Mstep: Class 9 contains 6130 members 
Mstep: Class 10 contains 5213 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169262 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9508 members 
Mstep: Class 15 contains 164889 members 
Mstep: Class 16 contains 164182 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24589 members 
Mstep: Class 20 contains 52419 members 
Mstep: Class 21 contains 159058 members 
Mstep: Class 22 contains 80437 members 
Mstep: Class 23 contains 154043 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411552.000000 Penalty: 87655.367188
Iteration 181Q: 26 clusters Score -1.804116e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160495 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170379 members 
Mstep: Class 5 contains 3072 members 
Mstep: Class 6 contains 46673 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1389 members 
Mstep: Class 9 contains 6134 members 
Mstep: Class 10 contains 5209 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169244 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9503 members 
Mstep: Class 15 contains 164887 members 
Mstep: Class 16 contains 164199 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24613 members 
Mstep: Class 20 contains 52390 members 
Mstep: Class 21 contains 159018 members 
Mstep: Class 22 contains 80462 members 
Mstep: Class 23 contains 154012 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411696.000000 Penalty: 87655.367188
Iteration 182Q: 26 clusters Score -1.804117e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160495 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170393 members 
Mstep: Class 5 contains 3066 members 
Mstep: Class 6 contains 46725 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1389 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 5207 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169229 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9500 members 
Mstep: Class 15 contains 164864 members 
Mstep: Class 16 contains 164259 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24629 members 
Mstep: Class 20 contains 52375 members 
Mstep: Class 21 contains 159008 members 
Mstep: Class 22 contains 80485 members 
Mstep: Class 23 contains 153919 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411568.000000 Penalty: 87655.367188
Iteration 183Q: 26 clusters Score -1.804116e+08 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160503 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170403 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 46774 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1389 members 
Mstep: Class 9 contains 6144 members 
Mstep: Class 10 contains 5200 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169218 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9487 members 
Mstep: Class 15 contains 164812 members 
Mstep: Class 16 contains 164296 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24634 members 
Mstep: Class 20 contains 52355 members 
Mstep: Class 21 contains 158987 members 
Mstep: Class 22 contains 80515 members 
Mstep: Class 23 contains 153906 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411712.000000 Penalty: 87655.367188
Iteration 184Q: 26 clusters Score -1.804117e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160469 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170403 members 
Mstep: Class 5 contains 3055 members 
Mstep: Class 6 contains 46817 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1389 members 
Mstep: Class 9 contains 6147 members 
Mstep: Class 10 contains 5186 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169231 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9483 members 
Mstep: Class 15 contains 164776 members 
Mstep: Class 16 contains 164376 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24652 members 
Mstep: Class 20 contains 52342 members 
Mstep: Class 21 contains 158943 members 
Mstep: Class 22 contains 80551 members 
Mstep: Class 23 contains 153864 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411408.000000 Penalty: 87655.367188
Iteration 185Q: 26 clusters Score -1.804114e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160458 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170374 members 
Mstep: Class 5 contains 3051 members 
Mstep: Class 6 contains 46862 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 6149 members 
Mstep: Class 10 contains 5177 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169250 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9473 members 
Mstep: Class 15 contains 164734 members 
Mstep: Class 16 contains 164456 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24662 members 
Mstep: Class 20 contains 52326 members 
Mstep: Class 21 contains 158907 members 
Mstep: Class 22 contains 80597 members 
Mstep: Class 23 contains 153820 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411392.000000 Penalty: 87655.367188
Iteration 186Q: 26 clusters Score -1.804114e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160437 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170346 members 
Mstep: Class 5 contains 3048 members 
Mstep: Class 6 contains 46909 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 6152 members 
Mstep: Class 10 contains 5164 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169259 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9480 members 
Mstep: Class 15 contains 164689 members 
Mstep: Class 16 contains 164500 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24679 members 
Mstep: Class 20 contains 52318 members 
Mstep: Class 21 contains 158897 members 
Mstep: Class 22 contains 80653 members 
Mstep: Class 23 contains 153763 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411808.000000 Penalty: 87655.367188
Iteration 187Q: 26 clusters Score -1.804118e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160401 members 
Mstep: Class 2 contains 2625 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170322 members 
Mstep: Class 5 contains 3045 members 
Mstep: Class 6 contains 46967 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1388 members 
Mstep: Class 9 contains 6157 members 
Mstep: Class 10 contains 5161 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169255 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9487 members 
Mstep: Class 15 contains 164654 members 
Mstep: Class 16 contains 164538 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24697 members 
Mstep: Class 20 contains 52290 members 
Mstep: Class 21 contains 158875 members 
Mstep: Class 22 contains 80707 members 
Mstep: Class 23 contains 153737 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411968.000000 Penalty: 87655.367188
Iteration 188Q: 26 clusters Score -1.80412e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160366 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170319 members 
Mstep: Class 5 contains 3043 members 
Mstep: Class 6 contains 47020 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 6161 members 
Mstep: Class 10 contains 5158 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169244 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9483 members 
Mstep: Class 15 contains 164627 members 
Mstep: Class 16 contains 164562 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24708 members 
Mstep: Class 20 contains 52269 members 
Mstep: Class 21 contains 158868 members 
Mstep: Class 22 contains 80763 members 
Mstep: Class 23 contains 153701 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412096.000000 Penalty: 87655.367188
Iteration 189Q: 26 clusters Score -1.804121e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160341 members 
Mstep: Class 2 contains 2627 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170333 members 
Mstep: Class 5 contains 3039 members 
Mstep: Class 6 contains 47072 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 6167 members 
Mstep: Class 10 contains 5153 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169219 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9488 members 
Mstep: Class 15 contains 164618 members 
Mstep: Class 16 contains 164553 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24718 members 
Mstep: Class 20 contains 52257 members 
Mstep: Class 21 contains 158835 members 
Mstep: Class 22 contains 80802 members 
Mstep: Class 23 contains 153696 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412256.000000 Penalty: 87655.367188
Iteration 190Q: 26 clusters Score -1.804123e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160335 members 
Mstep: Class 2 contains 2625 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170339 members 
Mstep: Class 5 contains 3037 members 
Mstep: Class 6 contains 47121 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1386 members 
Mstep: Class 9 contains 6172 members 
Mstep: Class 10 contains 5148 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169203 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9494 members 
Mstep: Class 15 contains 164596 members 
Mstep: Class 16 contains 164528 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24721 members 
Mstep: Class 20 contains 52255 members 
Mstep: Class 21 contains 158801 members 
Mstep: Class 22 contains 80835 members 
Mstep: Class 23 contains 153709 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412256.000000 Penalty: 87655.367188
Iteration 191Q: 26 clusters Score -1.804123e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160333 members 
Mstep: Class 2 contains 2623 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170346 members 
Mstep: Class 5 contains 3032 members 
Mstep: Class 6 contains 47196 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1386 members 
Mstep: Class 9 contains 6175 members 
Mstep: Class 10 contains 5150 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169211 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9492 members 
Mstep: Class 15 contains 164569 members 
Mstep: Class 16 contains 164466 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24731 members 
Mstep: Class 20 contains 52246 members 
Mstep: Class 21 contains 158746 members 
Mstep: Class 22 contains 80869 members 
Mstep: Class 23 contains 153733 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412288.000000 Penalty: 87655.367188
Iteration 192Q: 26 clusters Score -1.804123e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160339 members 
Mstep: Class 2 contains 2622 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170340 members 
Mstep: Class 5 contains 3027 members 
Mstep: Class 6 contains 47267 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1386 members 
Mstep: Class 9 contains 6178 members 
Mstep: Class 10 contains 5141 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169212 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9490 members 
Mstep: Class 15 contains 164539 members 
Mstep: Class 16 contains 164440 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24752 members 
Mstep: Class 20 contains 52235 members 
Mstep: Class 21 contains 158723 members 
Mstep: Class 22 contains 80904 members 
Mstep: Class 23 contains 153710 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412128.000000 Penalty: 87655.367188
Iteration 193Q: 26 clusters Score -1.804121e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160334 members 
Mstep: Class 2 contains 2619 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170321 members 
Mstep: Class 5 contains 3025 members 
Mstep: Class 6 contains 47323 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1386 members 
Mstep: Class 9 contains 6182 members 
Mstep: Class 10 contains 5139 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169192 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9500 members 
Mstep: Class 15 contains 164539 members 
Mstep: Class 16 contains 164447 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24765 members 
Mstep: Class 20 contains 52236 members 
Mstep: Class 21 contains 158709 members 
Mstep: Class 22 contains 80931 members 
Mstep: Class 23 contains 153656 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412448.000000 Penalty: 87655.367188
Iteration 194Q: 26 clusters Score -1.804124e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160312 members 
Mstep: Class 2 contains 2617 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170328 members 
Mstep: Class 5 contains 3024 members 
Mstep: Class 6 contains 47375 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 6186 members 
Mstep: Class 10 contains 5128 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169188 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9521 members 
Mstep: Class 15 contains 164514 members 
Mstep: Class 16 contains 164433 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24788 members 
Mstep: Class 20 contains 52226 members 
Mstep: Class 21 contains 158691 members 
Mstep: Class 22 contains 80963 members 
Mstep: Class 23 contains 153623 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412832.000000 Penalty: 87655.367188
Iteration 195Q: 26 clusters Score -1.804128e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160313 members 
Mstep: Class 2 contains 2612 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170302 members 
Mstep: Class 5 contains 3023 members 
Mstep: Class 6 contains 47416 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 6191 members 
Mstep: Class 10 contains 5122 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169204 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9526 members 
Mstep: Class 15 contains 164483 members 
Mstep: Class 16 contains 164438 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24799 members 
Mstep: Class 20 contains 52219 members 
Mstep: Class 21 contains 158690 members 
Mstep: Class 22 contains 80996 members 
Mstep: Class 23 contains 153583 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412352.000000 Penalty: 87655.367188
Iteration 196Q: 26 clusters Score -1.804124e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160333 members 
Mstep: Class 2 contains 2610 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170270 members 
Mstep: Class 5 contains 3023 members 
Mstep: Class 6 contains 47462 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 6195 members 
Mstep: Class 10 contains 5122 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169210 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9546 members 
Mstep: Class 15 contains 164451 members 
Mstep: Class 16 contains 164443 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24808 members 
Mstep: Class 20 contains 52221 members 
Mstep: Class 21 contains 158688 members 
Mstep: Class 22 contains 81020 members 
Mstep: Class 23 contains 153515 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412192.000000 Penalty: 87655.367188
Iteration 197Q: 26 clusters Score -1.804122e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160357 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170273 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 47503 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1387 members 
Mstep: Class 9 contains 6199 members 
Mstep: Class 10 contains 5123 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169212 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9558 members 
Mstep: Class 15 contains 164431 members 
Mstep: Class 16 contains 164410 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24809 members 
Mstep: Class 20 contains 52219 members 
Mstep: Class 21 contains 158694 members 
Mstep: Class 22 contains 81043 members 
Mstep: Class 23 contains 153458 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412128.000000 Penalty: 87655.367188
Iteration 198Q: 26 clusters Score -1.804121e+08 nChanged 1225
Entering ConstructFrom: 
Score: -180412128.000000 Penalty: 87655.367188
Entering ConstructFrom: 
Trying to split cluster 1 (160359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160359 members 
Entering Unmasked Estep 
Score: -21260848.000000 Penalty: 2972.322266
	Iteration 0F: 2 clusters Score -2.126085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80443 members 
Mstep: Class 2 contains 79916 members 
Entering Unmasked Estep 
Score: -21155710.000000 Penalty: 5944.644531
	Iteration 0F: 3 clusters Score -2.115571e+07 nChanged 76932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83799 members 
Mstep: Class 2 contains 76560 members 
Entering Unmasked Estep 
Score: -21200322.000000 Penalty: 5944.644531
	Iteration 1F: 3 clusters Score -2.120032e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85927 members 
Mstep: Class 2 contains 74432 members 
Entering Unmasked Estep 
Score: -21201214.000000 Penalty: 5944.644531
	Iteration 2Q: 3 clusters Score -2.120121e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89226 members 
Mstep: Class 2 contains 71133 members 
Entering Unmasked Estep 
Score: -21202426.000000 Penalty: 5944.644531
	Iteration 3Q: 3 clusters Score -2.120243e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94269 members 
Mstep: Class 2 contains 66090 members 
Entering Unmasked Estep 
Score: -21204570.000000 Penalty: 5944.644531
	Iteration 4Q: 3 clusters Score -2.120457e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101859 members 
Mstep: Class 2 contains 58500 members 
Entering Unmasked Estep 
Score: -21208348.000000 Penalty: 5944.644531
	Iteration 5F: 3 clusters Score -2.120835e+07 nChanged 10967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112646 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -21215496.000000 Penalty: 5944.644531
	Iteration 6F: 3 clusters Score -2.12155e+07 nChanged 13964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126524 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -21227144.000000 Penalty: 5944.644531
	Iteration 7F: 3 clusters Score -2.122714e+07 nChanged 14191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140687 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -21240660.000000 Penalty: 5944.644531
	Iteration 8F: 3 clusters Score -2.124066e+07 nChanged 10200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150861 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -21250946.000000 Penalty: 5944.644531
	Iteration 9F: 3 clusters Score -2.125095e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156526 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -21255784.000000 Penalty: 5944.644531
	Iteration 10Q: 3 clusters Score -2.125578e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158948 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -21257528.000000 Penalty: 5944.644531
	Iteration 11Q: 3 clusters Score -2.125753e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159729 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -21258052.000000 Penalty: 5944.644531
	Iteration 12Q: 3 clusters Score -2.125805e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159984 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -21258156.000000 Penalty: 5944.644531
	Iteration 13Q: 3 clusters Score -2.125816e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160060 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -21258250.000000 Penalty: 5944.644531
	Iteration 14Q: 3 clusters Score -2.125825e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160088 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -21258258.000000 Penalty: 5944.644531
	Iteration 15Q: 3 clusters Score -2.125826e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160100 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21258258.000000 Penalty: 5944.644531
	Iteration 16Q: 3 clusters Score -2.125826e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160112 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21258282.000000 Penalty: 5944.644531
	Iteration 17Q: 3 clusters Score -2.125828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160118 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -21258282.000000 Penalty: 5944.644531
	Iteration 18Q: 3 clusters Score -2.125828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160121 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -21258290.000000 Penalty: 5944.644531
	Iteration 19Q: 3 clusters Score -2.125829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160122 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21258292.000000 Penalty: 5944.644531
	Iteration 20F: 3 clusters Score -2.125829e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Entering Unmasked Estep 
Score: -339658.812500 Penalty: 1950.471313
	Iteration 0F: 2 clusters Score -339658.8 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 1305 members 
Entering Unmasked Estep 
Score: -336685.312500 Penalty: 3900.942627
	Iteration 0F: 3 clusters Score -336685.3 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -337357.468750 Penalty: 3900.942627
	Iteration 1F: 3 clusters Score -337357.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -337572.843750 Penalty: 3900.942627
	Iteration 2F: 3 clusters Score -337572.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -337785.093750 Penalty: 3900.942627
	Iteration 3F: 3 clusters Score -337785.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -337985.218750 Penalty: 3900.942627
	Iteration 4F: 3 clusters Score -337985.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -338194.718750 Penalty: 3900.942627
	Iteration 5F: 3 clusters Score -338194.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -338347.375000 Penalty: 3900.942627
	Iteration 6F: 3 clusters Score -338347.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -338478.000000 Penalty: 3900.942627
	Iteration 7Q: 3 clusters Score -338478 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -338574.187500 Penalty: 3900.942627
	Iteration 8Q: 3 clusters Score -338574.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -338628.031250 Penalty: 3900.942627
	Iteration 9Q: 3 clusters Score -338628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -338672.156250 Penalty: 3900.942627
	Iteration 10Q: 3 clusters Score -338672.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -338710.062500 Penalty: 3900.942627
	Iteration 11Q: 3 clusters Score -338710.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -338734.875000 Penalty: 3900.942627
	Iteration 12Q: 3 clusters Score -338734.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -338764.593750 Penalty: 3900.942627
	Iteration 13Q: 3 clusters Score -338764.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -338792.250000 Penalty: 3900.942627
	Iteration 14Q: 3 clusters Score -338792.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -338811.468750 Penalty: 3900.942627
	Iteration 15Q: 3 clusters Score -338811.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -338818.468750 Penalty: 3900.942627
	Iteration 16Q: 3 clusters Score -338818.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -338830.750000 Penalty: 3900.942627
	Iteration 17Q: 3 clusters Score -338830.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -338839.343750 Penalty: 3900.942627
	Iteration 18Q: 3 clusters Score -338839.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -338847.968750 Penalty: 3900.942627
	Iteration 19Q: 3 clusters Score -338848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -338856.281250 Penalty: 3900.942627
	Iteration 20F: 3 clusters Score -338856.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -338862.625000 Penalty: 3900.942627
	Iteration 21Q: 3 clusters Score -338862.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -338869.531250 Penalty: 3900.942627
	Iteration 22Q: 3 clusters Score -338869.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -338877.125000 Penalty: 3900.942627
	Iteration 23Q: 3 clusters Score -338877.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -338884.281250 Penalty: 3900.942627
	Iteration 24Q: 3 clusters Score -338884.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -338889.187500 Penalty: 3900.942627
	Iteration 25Q: 3 clusters Score -338889.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -338901.625000 Penalty: 3900.942627
	Iteration 26Q: 3 clusters Score -338901.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -338911.187500 Penalty: 3900.942627
	Iteration 27Q: 3 clusters Score -338911.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -338918.218750 Penalty: 3900.942627
	Iteration 28Q: 3 clusters Score -338918.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -338924.093750 Penalty: 3900.942627
	Iteration 29Q: 3 clusters Score -338924.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -338925.156250 Penalty: 3900.942627
	Iteration 30Q: 3 clusters Score -338925.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -338925.750000 Penalty: 3900.942627
	Iteration 31Q: 3 clusters Score -338925.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -338925.750000 Penalty: 3900.942627
	Iteration 32F: 3 clusters Score -338925.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -118083.156250 Penalty: 1686.442139
	Iteration 0F: 2 clusters Score -118083.2 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: -116234.632812 Penalty: 3372.884277
	Iteration 0F: 3 clusters Score -116234.6 nChanged 207
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: -116538.242188 Penalty: 3372.884277
	Iteration 1F: 3 clusters Score -116538.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -116640.820312 Penalty: 3372.884277
	Iteration 2F: 3 clusters Score -116640.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -116683.976562 Penalty: 3372.884277
	Iteration 3Q: 3 clusters Score -116684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -116707.109375 Penalty: 3372.884277
	Iteration 4Q: 3 clusters Score -116707.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -116718.718750 Penalty: 3372.884277
	Iteration 5Q: 3 clusters Score -116718.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -116727.789062 Penalty: 3372.884277
	Iteration 6Q: 3 clusters Score -116727.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -116737.226562 Penalty: 3372.884277
	Iteration 7Q: 3 clusters Score -116737.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -116744.671875 Penalty: 3372.884277
	Iteration 8Q: 3 clusters Score -116744.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -116746.609375 Penalty: 3372.884277
	Iteration 9Q: 3 clusters Score -116746.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -116746.609375 Penalty: 3372.884277
	Iteration 10F: 3 clusters Score -116746.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (170249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170249 members 
Entering Unmasked Estep 
Score: -22594846.000000 Penalty: 2987.164307
	Iteration 0F: 2 clusters Score -2.259485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85201 members 
Mstep: Class 2 contains 85048 members 
Entering Unmasked Estep 
Score: -22482346.000000 Penalty: 5974.328613
	Iteration 0F: 3 clusters Score -2.248235e+07 nChanged 81432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84957 members 
Mstep: Class 2 contains 85292 members 
Entering Unmasked Estep 
Score: -22529768.000000 Penalty: 5974.328613
	Iteration 1F: 3 clusters Score -2.252977e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84736 members 
Mstep: Class 2 contains 85513 members 
Entering Unmasked Estep 
Score: -22530770.000000 Penalty: 5974.328613
	Iteration 2Q: 3 clusters Score -2.253077e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84273 members 
Mstep: Class 2 contains 85976 members 
Entering Unmasked Estep 
Score: -22531992.000000 Penalty: 5974.328613
	Iteration 3Q: 3 clusters Score -2.253199e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83643 members 
Mstep: Class 2 contains 86606 members 
Entering Unmasked Estep 
Score: -22533268.000000 Penalty: 5974.328613
	Iteration 4Q: 3 clusters Score -2.253327e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82823 members 
Mstep: Class 2 contains 87426 members 
Entering Unmasked Estep 
Score: -22535602.000000 Penalty: 5974.328613
	Iteration 5Q: 3 clusters Score -2.25356e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81987 members 
Mstep: Class 2 contains 88262 members 
Entering Unmasked Estep 
Score: -22538198.000000 Penalty: 5974.328613
	Iteration 6Q: 3 clusters Score -2.25382e+07 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81412 members 
Mstep: Class 2 contains 88837 members 
Entering Unmasked Estep 
Score: -22541382.000000 Penalty: 5974.328613
	Iteration 7Q: 3 clusters Score -2.254138e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81148 members 
Mstep: Class 2 contains 89101 members 
Entering Unmasked Estep 
Score: -22544656.000000 Penalty: 5974.328613
	Iteration 8Q: 3 clusters Score -2.254466e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81509 members 
Mstep: Class 2 contains 88740 members 
Entering Unmasked Estep 
Score: -22547534.000000 Penalty: 5974.328613
	Iteration 9Q: 3 clusters Score -2.254753e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82424 members 
Mstep: Class 2 contains 87825 members 
Entering Unmasked Estep 
Score: -22550184.000000 Penalty: 5974.328613
	Iteration 10Q: 3 clusters Score -2.255018e+07 nChanged 6728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83946 members 
Mstep: Class 2 contains 86303 members 
Entering Unmasked Estep 
Score: -22552842.000000 Penalty: 5974.328613
	Iteration 11Q: 3 clusters Score -2.255284e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86150 members 
Mstep: Class 2 contains 84099 members 
Entering Unmasked Estep 
Score: -22555602.000000 Penalty: 5974.328613
	Iteration 12Q: 3 clusters Score -2.25556e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88986 members 
Mstep: Class 2 contains 81263 members 
Entering Unmasked Estep 
Score: -22558938.000000 Penalty: 5974.328613
	Iteration 13Q: 3 clusters Score -2.255894e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92686 members 
Mstep: Class 2 contains 77563 members 
Entering Unmasked Estep 
Score: -22563704.000000 Penalty: 5974.328613
	Iteration 14Q: 3 clusters Score -2.25637e+07 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96855 members 
Mstep: Class 2 contains 73394 members 
Entering Unmasked Estep 
Score: -22570046.000000 Penalty: 5974.328613
	Iteration 15F: 3 clusters Score -2.257005e+07 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100938 members 
Mstep: Class 2 contains 69311 members 
Entering Unmasked Estep 
Score: -22575708.000000 Penalty: 5974.328613
	Iteration 16F: 3 clusters Score -2.257571e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104603 members 
Mstep: Class 2 contains 65646 members 
Entering Unmasked Estep 
Score: -22578924.000000 Penalty: 5974.328613
	Iteration 17Q: 3 clusters Score -2.257892e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108067 members 
Mstep: Class 2 contains 62182 members 
Entering Unmasked Estep 
Score: -22581612.000000 Penalty: 5974.328613
	Iteration 18Q: 3 clusters Score -2.258161e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111527 members 
Mstep: Class 2 contains 58722 members 
Entering Unmasked Estep 
Score: -22583572.000000 Penalty: 5974.328613
	Iteration 19Q: 3 clusters Score -2.258357e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114801 members 
Mstep: Class 2 contains 55448 members 
Entering Unmasked Estep 
Score: -22585362.000000 Penalty: 5974.328613
	Iteration 20F: 3 clusters Score -2.258536e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117886 members 
Mstep: Class 2 contains 52363 members 
Entering Unmasked Estep 
Score: -22586750.000000 Penalty: 5974.328613
	Iteration 21Q: 3 clusters Score -2.258675e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120798 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -22587888.000000 Penalty: 5974.328613
	Iteration 22Q: 3 clusters Score -2.258789e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123471 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -22588664.000000 Penalty: 5974.328613
	Iteration 23Q: 3 clusters Score -2.258866e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126012 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -22589206.000000 Penalty: 5974.328613
	Iteration 24Q: 3 clusters Score -2.258921e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128350 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -22589822.000000 Penalty: 5974.328613
	Iteration 25Q: 3 clusters Score -2.258982e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130498 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -22590398.000000 Penalty: 5974.328613
	Iteration 26Q: 3 clusters Score -2.25904e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132502 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -22590742.000000 Penalty: 5974.328613
	Iteration 27Q: 3 clusters Score -2.259074e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134325 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -22591112.000000 Penalty: 5974.328613
	Iteration 28Q: 3 clusters Score -2.259111e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135974 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -22591302.000000 Penalty: 5974.328613
	Iteration 29Q: 3 clusters Score -2.25913e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137502 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -22591492.000000 Penalty: 5974.328613
	Iteration 30Q: 3 clusters Score -2.259149e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138864 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -22591800.000000 Penalty: 5974.328613
	Iteration 31Q: 3 clusters Score -2.25918e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140117 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -22591928.000000 Penalty: 5974.328613
	Iteration 32Q: 3 clusters Score -2.259193e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141278 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -22592050.000000 Penalty: 5974.328613
	Iteration 33Q: 3 clusters Score -2.259205e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142388 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -22592230.000000 Penalty: 5974.328613
	Iteration 34Q: 3 clusters Score -2.259223e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143422 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -22592328.000000 Penalty: 5974.328613
	Iteration 35Q: 3 clusters Score -2.259233e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144408 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -22592486.000000 Penalty: 5974.328613
	Iteration 36Q: 3 clusters Score -2.259249e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145363 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -22592504.000000 Penalty: 5974.328613
	Iteration 37Q: 3 clusters Score -2.25925e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146244 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -22592598.000000 Penalty: 5974.328613
	Iteration 38Q: 3 clusters Score -2.25926e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147056 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -22592640.000000 Penalty: 5974.328613
	Iteration 39Q: 3 clusters Score -2.259264e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147824 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -22592678.000000 Penalty: 5974.328613
	Iteration 40F: 3 clusters Score -2.259268e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148523 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -22592772.000000 Penalty: 5974.328613
	Iteration 41Q: 3 clusters Score -2.259277e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149191 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -22592760.000000 Penalty: 5974.328613
	Iteration 42Q: 3 clusters Score -2.259276e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149817 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -22592848.000000 Penalty: 5974.328613
	Iteration 43Q: 3 clusters Score -2.259285e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150364 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -22592830.000000 Penalty: 5974.328613
	Iteration 44Q: 3 clusters Score -2.259283e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150898 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -22592842.000000 Penalty: 5974.328613
	Iteration 45Q: 3 clusters Score -2.259284e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151400 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -22592864.000000 Penalty: 5974.328613
	Iteration 46Q: 3 clusters Score -2.259286e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151876 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -22592872.000000 Penalty: 5974.328613
	Iteration 47Q: 3 clusters Score -2.259287e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152347 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -22592876.000000 Penalty: 5974.328613
	Iteration 48Q: 3 clusters Score -2.259288e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152810 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -22592976.000000 Penalty: 5974.328613
	Iteration 49Q: 3 clusters Score -2.259298e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153254 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -22593000.000000 Penalty: 5974.328613
	Iteration 50Q: 3 clusters Score -2.2593e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153645 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -22593066.000000 Penalty: 5974.328613
	Iteration 51Q: 3 clusters Score -2.259307e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153991 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -22593096.000000 Penalty: 5974.328613
	Iteration 52Q: 3 clusters Score -2.25931e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154322 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -22593106.000000 Penalty: 5974.328613
	Iteration 53Q: 3 clusters Score -2.259311e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154652 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -22593060.000000 Penalty: 5974.328613
	Iteration 54Q: 3 clusters Score -2.259306e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154974 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -22593114.000000 Penalty: 5974.328613
	Iteration 55Q: 3 clusters Score -2.259311e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155281 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -22593206.000000 Penalty: 5974.328613
	Iteration 56Q: 3 clusters Score -2.259321e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155571 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -22593192.000000 Penalty: 5974.328613
	Iteration 57Q: 3 clusters Score -2.259319e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155865 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -22593238.000000 Penalty: 5974.328613
	Iteration 58Q: 3 clusters Score -2.259324e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156136 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -22593270.000000 Penalty: 5974.328613
	Iteration 59Q: 3 clusters Score -2.259327e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156411 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -22593270.000000 Penalty: 5974.328613
	Iteration 60F: 3 clusters Score -2.259327e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156689 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -22593304.000000 Penalty: 5974.328613
	Iteration 61Q: 3 clusters Score -2.25933e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156954 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -22593328.000000 Penalty: 5974.328613
	Iteration 62Q: 3 clusters Score -2.259333e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157191 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -22593318.000000 Penalty: 5974.328613
	Iteration 63Q: 3 clusters Score -2.259332e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157414 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -22593418.000000 Penalty: 5974.328613
	Iteration 64Q: 3 clusters Score -2.259342e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157655 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -22593406.000000 Penalty: 5974.328613
	Iteration 65Q: 3 clusters Score -2.259341e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157905 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -22593398.000000 Penalty: 5974.328613
	Iteration 66Q: 3 clusters Score -2.25934e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158133 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -22593416.000000 Penalty: 5974.328613
	Iteration 67Q: 3 clusters Score -2.259342e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158348 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -22593398.000000 Penalty: 5974.328613
	Iteration 68Q: 3 clusters Score -2.25934e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158559 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -22593422.000000 Penalty: 5974.328613
	Iteration 69Q: 3 clusters Score -2.259342e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158746 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -22593416.000000 Penalty: 5974.328613
	Iteration 70Q: 3 clusters Score -2.259342e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158934 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -22593386.000000 Penalty: 5974.328613
	Iteration 71Q: 3 clusters Score -2.259339e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159111 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -22593394.000000 Penalty: 5974.328613
	Iteration 72Q: 3 clusters Score -2.259339e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159279 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -22593402.000000 Penalty: 5974.328613
	Iteration 73Q: 3 clusters Score -2.25934e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159445 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -22593366.000000 Penalty: 5974.328613
	Iteration 74Q: 3 clusters Score -2.259337e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159610 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -22593394.000000 Penalty: 5974.328613
	Iteration 75Q: 3 clusters Score -2.259339e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159780 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -22593376.000000 Penalty: 5974.328613
	Iteration 76Q: 3 clusters Score -2.259338e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159947 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -22593384.000000 Penalty: 5974.328613
	Iteration 77Q: 3 clusters Score -2.259338e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160100 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -22593376.000000 Penalty: 5974.328613
	Iteration 78Q: 3 clusters Score -2.259338e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160259 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -22593382.000000 Penalty: 5974.328613
	Iteration 79Q: 3 clusters Score -2.259338e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160400 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -22593384.000000 Penalty: 5974.328613
	Iteration 80F: 3 clusters Score -2.259338e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160549 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -22593400.000000 Penalty: 5974.328613
	Iteration 81Q: 3 clusters Score -2.25934e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160677 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -22593388.000000 Penalty: 5974.328613
	Iteration 82Q: 3 clusters Score -2.259339e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160792 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -22593394.000000 Penalty: 5974.328613
	Iteration 83Q: 3 clusters Score -2.259339e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160907 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -22593382.000000 Penalty: 5974.328613
	Iteration 84Q: 3 clusters Score -2.259338e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161009 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -22593402.000000 Penalty: 5974.328613
	Iteration 85Q: 3 clusters Score -2.25934e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161110 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -22593402.000000 Penalty: 5974.328613
	Iteration 86Q: 3 clusters Score -2.25934e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161214 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -22593452.000000 Penalty: 5974.328613
	Iteration 87Q: 3 clusters Score -2.259345e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161330 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -22593456.000000 Penalty: 5974.328613
	Iteration 88Q: 3 clusters Score -2.259346e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161443 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -22593434.000000 Penalty: 5974.328613
	Iteration 89Q: 3 clusters Score -2.259343e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161559 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -22593462.000000 Penalty: 5974.328613
	Iteration 90Q: 3 clusters Score -2.259346e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161655 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -22593456.000000 Penalty: 5974.328613
	Iteration 91Q: 3 clusters Score -2.259346e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161745 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -22593472.000000 Penalty: 5974.328613
	Iteration 92Q: 3 clusters Score -2.259347e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161838 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -22593480.000000 Penalty: 5974.328613
	Iteration 93Q: 3 clusters Score -2.259348e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161939 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -22593496.000000 Penalty: 5974.328613
	Iteration 94Q: 3 clusters Score -2.25935e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162059 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -22593498.000000 Penalty: 5974.328613
	Iteration 95Q: 3 clusters Score -2.25935e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162172 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -22593488.000000 Penalty: 5974.328613
	Iteration 96Q: 3 clusters Score -2.259349e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162274 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -22593524.000000 Penalty: 5974.328613
	Iteration 97Q: 3 clusters Score -2.259352e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162368 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -22593550.000000 Penalty: 5974.328613
	Iteration 98Q: 3 clusters Score -2.259355e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162465 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -22593562.000000 Penalty: 5974.328613
	Iteration 99Q: 3 clusters Score -2.259356e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162552 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -22593530.000000 Penalty: 5974.328613
	Iteration 100F: 3 clusters Score -2.259353e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162629 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -22593520.000000 Penalty: 5974.328613
	Iteration 101Q: 3 clusters Score -2.259352e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162695 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -22593554.000000 Penalty: 5974.328613
	Iteration 102Q: 3 clusters Score -2.259355e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162763 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -22593536.000000 Penalty: 5974.328613
	Iteration 103Q: 3 clusters Score -2.259354e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162819 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -22593520.000000 Penalty: 5974.328613
	Iteration 104Q: 3 clusters Score -2.259352e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162872 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -22593510.000000 Penalty: 5974.328613
	Iteration 105Q: 3 clusters Score -2.259351e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162928 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -22593526.000000 Penalty: 5974.328613
	Iteration 106Q: 3 clusters Score -2.259353e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162979 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -22593528.000000 Penalty: 5974.328613
	Iteration 107Q: 3 clusters Score -2.259353e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163022 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -22593532.000000 Penalty: 5974.328613
	Iteration 108Q: 3 clusters Score -2.259353e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163066 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -22593544.000000 Penalty: 5974.328613
	Iteration 109Q: 3 clusters Score -2.259354e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163107 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -22593504.000000 Penalty: 5974.328613
	Iteration 110Q: 3 clusters Score -2.25935e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163147 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -22593500.000000 Penalty: 5974.328613
	Iteration 111Q: 3 clusters Score -2.25935e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163189 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -22593536.000000 Penalty: 5974.328613
	Iteration 112Q: 3 clusters Score -2.259354e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163229 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -22593540.000000 Penalty: 5974.328613
	Iteration 113Q: 3 clusters Score -2.259354e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163268 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -22593522.000000 Penalty: 5974.328613
	Iteration 114Q: 3 clusters Score -2.259352e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163299 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -22593520.000000 Penalty: 5974.328613
	Iteration 115Q: 3 clusters Score -2.259352e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163329 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -22593538.000000 Penalty: 5974.328613
	Iteration 116Q: 3 clusters Score -2.259354e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163366 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -22593534.000000 Penalty: 5974.328613
	Iteration 117Q: 3 clusters Score -2.259353e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163403 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -22593470.000000 Penalty: 5974.328613
	Iteration 118Q: 3 clusters Score -2.259347e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163449 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -22593488.000000 Penalty: 5974.328613
	Iteration 119Q: 3 clusters Score -2.259349e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163491 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -22593522.000000 Penalty: 5974.328613
	Iteration 120F: 3 clusters Score -2.259352e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163532 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -22593508.000000 Penalty: 5974.328613
	Iteration 121Q: 3 clusters Score -2.259351e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163555 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -22593514.000000 Penalty: 5974.328613
	Iteration 122Q: 3 clusters Score -2.259351e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163578 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -22593512.000000 Penalty: 5974.328613
	Iteration 123Q: 3 clusters Score -2.259351e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163600 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -22593526.000000 Penalty: 5974.328613
	Iteration 124Q: 3 clusters Score -2.259353e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163617 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -22593516.000000 Penalty: 5974.328613
	Iteration 125Q: 3 clusters Score -2.259352e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163635 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -22593516.000000 Penalty: 5974.328613
	Iteration 126Q: 3 clusters Score -2.259352e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163654 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -22593488.000000 Penalty: 5974.328613
	Iteration 127Q: 3 clusters Score -2.259349e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163669 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -22593512.000000 Penalty: 5974.328613
	Iteration 128Q: 3 clusters Score -2.259351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163680 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -22593508.000000 Penalty: 5974.328613
	Iteration 129Q: 3 clusters Score -2.259351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163687 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -22593504.000000 Penalty: 5974.328613
	Iteration 130Q: 3 clusters Score -2.25935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163694 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -22593506.000000 Penalty: 5974.328613
	Iteration 131Q: 3 clusters Score -2.259351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163705 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -22593504.000000 Penalty: 5974.328613
	Iteration 132Q: 3 clusters Score -2.25935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163715 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -22593488.000000 Penalty: 5974.328613
	Iteration 133Q: 3 clusters Score -2.259349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163724 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -22593492.000000 Penalty: 5974.328613
	Iteration 134Q: 3 clusters Score -2.259349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163730 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -22593472.000000 Penalty: 5974.328613
	Iteration 135Q: 3 clusters Score -2.259347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163733 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -22593470.000000 Penalty: 5974.328613
	Iteration 136Q: 3 clusters Score -2.259347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163737 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -22593484.000000 Penalty: 5974.328613
	Iteration 137Q: 3 clusters Score -2.259348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163738 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -22593492.000000 Penalty: 5974.328613
	Iteration 138Q: 3 clusters Score -2.259349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163740 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -22593492.000000 Penalty: 5974.328613
	Iteration 139Q: 3 clusters Score -2.259349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163741 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -22593496.000000 Penalty: 5974.328613
	Iteration 140F: 3 clusters Score -2.25935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163744 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -22593482.000000 Penalty: 5974.328613
	Iteration 141Q: 3 clusters Score -2.259348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163747 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -22593486.000000 Penalty: 5974.328613
	Iteration 142Q: 3 clusters Score -2.259349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163753 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -22593476.000000 Penalty: 5974.328613
	Iteration 143Q: 3 clusters Score -2.259348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163762 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -22593486.000000 Penalty: 5974.328613
	Iteration 144Q: 3 clusters Score -2.259349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163773 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -22593490.000000 Penalty: 5974.328613
	Iteration 145Q: 3 clusters Score -2.259349e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163786 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -22593476.000000 Penalty: 5974.328613
	Iteration 146Q: 3 clusters Score -2.259348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163800 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -22593482.000000 Penalty: 5974.328613
	Iteration 147Q: 3 clusters Score -2.259348e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163811 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -22593482.000000 Penalty: 5974.328613
	Iteration 148Q: 3 clusters Score -2.259348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163827 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -22593476.000000 Penalty: 5974.328613
	Iteration 149Q: 3 clusters Score -2.259348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163843 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -22593468.000000 Penalty: 5974.328613
	Iteration 150Q: 3 clusters Score -2.259347e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163851 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -22593464.000000 Penalty: 5974.328613
	Iteration 151Q: 3 clusters Score -2.259346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163858 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -22593450.000000 Penalty: 5974.328613
	Iteration 152Q: 3 clusters Score -2.259345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163864 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -22593448.000000 Penalty: 5974.328613
	Iteration 153Q: 3 clusters Score -2.259345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163868 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -22593436.000000 Penalty: 5974.328613
	Iteration 154Q: 3 clusters Score -2.259344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163874 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -22593440.000000 Penalty: 5974.328613
	Iteration 155Q: 3 clusters Score -2.259344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163883 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -22593440.000000 Penalty: 5974.328613
	Iteration 156Q: 3 clusters Score -2.259344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163889 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -22593438.000000 Penalty: 5974.328613
	Iteration 157Q: 3 clusters Score -2.259344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163896 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -22593440.000000 Penalty: 5974.328613
	Iteration 158Q: 3 clusters Score -2.259344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163902 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -22593436.000000 Penalty: 5974.328613
	Iteration 159Q: 3 clusters Score -2.259344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163911 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -22593430.000000 Penalty: 5974.328613
	Iteration 160F: 3 clusters Score -2.259343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163915 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -22593432.000000 Penalty: 5974.328613
	Iteration 161Q: 3 clusters Score -2.259343e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163915 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -22593432.000000 Penalty: 5974.328613
	Iteration 162F: 3 clusters Score -2.259343e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Entering Unmasked Estep 
Score: -399871.500000 Penalty: 1987.309082
	Iteration 0F: 2 clusters Score -399871.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -396568.406250 Penalty: 3974.618164
	Iteration 0F: 3 clusters Score -396568.4 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -397213.781250 Penalty: 3974.618164
	Iteration 1F: 3 clusters Score -397213.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -397366.625000 Penalty: 3974.618164
	Iteration 2F: 3 clusters Score -397366.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -397480.312500 Penalty: 3974.618164
	Iteration 3Q: 3 clusters Score -397480.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -397545.250000 Penalty: 3974.618164
	Iteration 4Q: 3 clusters Score -397545.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -397592.312500 Penalty: 3974.618164
	Iteration 5Q: 3 clusters Score -397592.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -397658.531250 Penalty: 3974.618164
	Iteration 6Q: 3 clusters Score -397658.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -397718.687500 Penalty: 3974.618164
	Iteration 7Q: 3 clusters Score -397718.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -397776.437500 Penalty: 3974.618164
	Iteration 8Q: 3 clusters Score -397776.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -397837.843750 Penalty: 3974.618164
	Iteration 9Q: 3 clusters Score -397837.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -397879.187500 Penalty: 3974.618164
	Iteration 10Q: 3 clusters Score -397879.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -397907.531250 Penalty: 3974.618164
	Iteration 11Q: 3 clusters Score -397907.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -397933.906250 Penalty: 3974.618164
	Iteration 12Q: 3 clusters Score -397933.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -397958.718750 Penalty: 3974.618164
	Iteration 13Q: 3 clusters Score -397958.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -397981.718750 Penalty: 3974.618164
	Iteration 14Q: 3 clusters Score -397981.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -398001.781250 Penalty: 3974.618164
	Iteration 15Q: 3 clusters Score -398001.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -398024.281250 Penalty: 3974.618164
	Iteration 16Q: 3 clusters Score -398024.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -398048.843750 Penalty: 3974.618164
	Iteration 17Q: 3 clusters Score -398048.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -398079.437500 Penalty: 3974.618164
	Iteration 18Q: 3 clusters Score -398079.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -398107.406250 Penalty: 3974.618164
	Iteration 19Q: 3 clusters Score -398107.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -398130.125000 Penalty: 3974.618164
	Iteration 20F: 3 clusters Score -398130.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -398151.875000 Penalty: 3974.618164
	Iteration 21Q: 3 clusters Score -398151.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -398177.187500 Penalty: 3974.618164
	Iteration 22Q: 3 clusters Score -398177.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -398191.187500 Penalty: 3974.618164
	Iteration 23Q: 3 clusters Score -398191.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -398206.718750 Penalty: 3974.618164
	Iteration 24Q: 3 clusters Score -398206.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -398219.937500 Penalty: 3974.618164
	Iteration 25Q: 3 clusters Score -398219.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -398232.937500 Penalty: 3974.618164
	Iteration 26Q: 3 clusters Score -398232.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -398246.125000 Penalty: 3974.618164
	Iteration 27Q: 3 clusters Score -398246.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -398261.437500 Penalty: 3974.618164
	Iteration 28Q: 3 clusters Score -398261.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -398276.250000 Penalty: 3974.618164
	Iteration 29Q: 3 clusters Score -398276.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -398289.468750 Penalty: 3974.618164
	Iteration 30Q: 3 clusters Score -398289.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -398297.375000 Penalty: 3974.618164
	Iteration 31Q: 3 clusters Score -398297.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -398303.906250 Penalty: 3974.618164
	Iteration 32Q: 3 clusters Score -398303.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -398312.906250 Penalty: 3974.618164
	Iteration 33Q: 3 clusters Score -398312.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -398318.625000 Penalty: 3974.618164
	Iteration 34Q: 3 clusters Score -398318.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -398322.125000 Penalty: 3974.618164
	Iteration 35Q: 3 clusters Score -398322.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -398324.593750 Penalty: 3974.618164
	Iteration 36Q: 3 clusters Score -398324.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -398327.062500 Penalty: 3974.618164
	Iteration 37Q: 3 clusters Score -398327.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -398328.843750 Penalty: 3974.618164
	Iteration 38Q: 3 clusters Score -398328.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -398331.968750 Penalty: 3974.618164
	Iteration 39Q: 3 clusters Score -398332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -398334.562500 Penalty: 3974.618164
	Iteration 40F: 3 clusters Score -398334.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -398334.968750 Penalty: 3974.618164
	Iteration 41Q: 3 clusters Score -398335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -398334.968750 Penalty: 3974.618164
	Iteration 42F: 3 clusters Score -398335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Entering Unmasked Estep 
Score: -6414361.000000 Penalty: 2670.798340
	Iteration 0F: 2 clusters Score -6414361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -6382308.000000 Penalty: 5341.596680
	Iteration 0F: 3 clusters Score -6382308 nChanged 21789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -6394308.500000 Penalty: 5341.596680
	Iteration 1F: 3 clusters Score -6394308 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -6394775.000000 Penalty: 5341.596680
	Iteration 2Q: 3 clusters Score -6394775 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -6395250.000000 Penalty: 5341.596680
	Iteration 3Q: 3 clusters Score -6395250 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -6395753.500000 Penalty: 5341.596680
	Iteration 4Q: 3 clusters Score -6395754 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -6396382.000000 Penalty: 5341.596680
	Iteration 5Q: 3 clusters Score -6396382 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -6397204.500000 Penalty: 5341.596680
	Iteration 6Q: 3 clusters Score -6397204 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -6398303.000000 Penalty: 5341.596680
	Iteration 7Q: 3 clusters Score -6398303 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -6399581.500000 Penalty: 5341.596680
	Iteration 8Q: 3 clusters Score -6399582 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -6401030.000000 Penalty: 5341.596680
	Iteration 9Q: 3 clusters Score -6401030 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -6402367.000000 Penalty: 5341.596680
	Iteration 10Q: 3 clusters Score -6402367 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -6403595.500000 Penalty: 5341.596680
	Iteration 11Q: 3 clusters Score -6403596 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -6404525.000000 Penalty: 5341.596680
	Iteration 12Q: 3 clusters Score -6404525 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -6405317.500000 Penalty: 5341.596680
	Iteration 13Q: 3 clusters Score -6405318 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -6405952.500000 Penalty: 5341.596680
	Iteration 14Q: 3 clusters Score -6405952 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -6406527.000000 Penalty: 5341.596680
	Iteration 15Q: 3 clusters Score -6406527 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -6407044.500000 Penalty: 5341.596680
	Iteration 16Q: 3 clusters Score -6407044 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -6407539.000000 Penalty: 5341.596680
	Iteration 17Q: 3 clusters Score -6407539 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -6407984.000000 Penalty: 5341.596680
	Iteration 18Q: 3 clusters Score -6407984 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -6408400.000000 Penalty: 5341.596680
	Iteration 19Q: 3 clusters Score -6408400 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -6408819.500000 Penalty: 5341.596680
	Iteration 20F: 3 clusters Score -6408820 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -6409236.000000 Penalty: 5341.596680
	Iteration 21Q: 3 clusters Score -6409236 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -6409589.500000 Penalty: 5341.596680
	Iteration 22Q: 3 clusters Score -6409590 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -6409956.500000 Penalty: 5341.596680
	Iteration 23Q: 3 clusters Score -6409956 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -6410244.500000 Penalty: 5341.596680
	Iteration 24Q: 3 clusters Score -6410244 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -6410519.000000 Penalty: 5341.596680
	Iteration 25Q: 3 clusters Score -6410519 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -6410777.000000 Penalty: 5341.596680
	Iteration 26Q: 3 clusters Score -6410777 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -6410926.500000 Penalty: 5341.596680
	Iteration 27Q: 3 clusters Score -6410926 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -6411068.500000 Penalty: 5341.596680
	Iteration 28Q: 3 clusters Score -6411068 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -6411175.500000 Penalty: 5341.596680
	Iteration 29Q: 3 clusters Score -6411176 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -6411301.500000 Penalty: 5341.596680
	Iteration 30Q: 3 clusters Score -6411302 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -6411414.000000 Penalty: 5341.596680
	Iteration 31Q: 3 clusters Score -6411414 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -6411507.500000 Penalty: 5341.596680
	Iteration 32Q: 3 clusters Score -6411508 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -6411588.500000 Penalty: 5341.596680
	Iteration 33Q: 3 clusters Score -6411588 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -6411665.500000 Penalty: 5341.596680
	Iteration 34Q: 3 clusters Score -6411666 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -6411712.500000 Penalty: 5341.596680
	Iteration 35Q: 3 clusters Score -6411712 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6411765.000000 Penalty: 5341.596680
	Iteration 36Q: 3 clusters Score -6411765 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -6411822.000000 Penalty: 5341.596680
	Iteration 37Q: 3 clusters Score -6411822 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -6411863.500000 Penalty: 5341.596680
	Iteration 38Q: 3 clusters Score -6411864 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6411898.500000 Penalty: 5341.596680
	Iteration 39Q: 3 clusters Score -6411898 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6411929.500000 Penalty: 5341.596680
	Iteration 40F: 3 clusters Score -6411930 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6411962.500000 Penalty: 5341.596680
	Iteration 41Q: 3 clusters Score -6411962 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -6411988.000000 Penalty: 5341.596680
	Iteration 42Q: 3 clusters Score -6411988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -6412008.000000 Penalty: 5341.596680
	Iteration 43Q: 3 clusters Score -6412008 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6412034.000000 Penalty: 5341.596680
	Iteration 44Q: 3 clusters Score -6412034 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6412042.500000 Penalty: 5341.596680
	Iteration 45Q: 3 clusters Score -6412042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6412064.000000 Penalty: 5341.596680
	Iteration 46Q: 3 clusters Score -6412064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6412064.000000 Penalty: 5341.596680
	Iteration 47Q: 3 clusters Score -6412064 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6412060.000000 Penalty: 5341.596680
	Iteration 48Q: 3 clusters Score -6412060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6412076.500000 Penalty: 5341.596680
	Iteration 49Q: 3 clusters Score -6412076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -6412085.500000 Penalty: 5341.596680
	Iteration 50Q: 3 clusters Score -6412086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6412108.500000 Penalty: 5341.596680
	Iteration 51Q: 3 clusters Score -6412108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6412116.000000 Penalty: 5341.596680
	Iteration 52Q: 3 clusters Score -6412116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6412127.500000 Penalty: 5341.596680
	Iteration 53Q: 3 clusters Score -6412128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6412138.000000 Penalty: 5341.596680
	Iteration 54Q: 3 clusters Score -6412138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6412140.500000 Penalty: 5341.596680
	Iteration 55Q: 3 clusters Score -6412140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -6412149.500000 Penalty: 5341.596680
	Iteration 56Q: 3 clusters Score -6412150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6412144.500000 Penalty: 5341.596680
	Iteration 57Q: 3 clusters Score -6412144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6412157.000000 Penalty: 5341.596680
	Iteration 58Q: 3 clusters Score -6412157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6412156.000000 Penalty: 5341.596680
	Iteration 59Q: 3 clusters Score -6412156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -6412166.500000 Penalty: 5341.596680
	Iteration 60F: 3 clusters Score -6412166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6412164.000000 Penalty: 5341.596680
	Iteration 61Q: 3 clusters Score -6412164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6412172.000000 Penalty: 5341.596680
	Iteration 62Q: 3 clusters Score -6412172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6412182.000000 Penalty: 5341.596680
	Iteration 63Q: 3 clusters Score -6412182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -6412191.500000 Penalty: 5341.596680
	Iteration 64Q: 3 clusters Score -6412192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6412190.000000 Penalty: 5341.596680
	Iteration 65Q: 3 clusters Score -6412190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6412193.500000 Penalty: 5341.596680
	Iteration 66Q: 3 clusters Score -6412194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6412188.000000 Penalty: 5341.596680
	Iteration 67Q: 3 clusters Score -6412188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6412194.500000 Penalty: 5341.596680
	Iteration 68Q: 3 clusters Score -6412194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6412187.500000 Penalty: 5341.596680
	Iteration 69Q: 3 clusters Score -6412188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6412191.500000 Penalty: 5341.596680
	Iteration 70Q: 3 clusters Score -6412192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6412191.000000 Penalty: 5341.596680
	Iteration 71Q: 3 clusters Score -6412191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6412190.500000 Penalty: 5341.596680
	Iteration 72Q: 3 clusters Score -6412190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6412185.000000 Penalty: 5341.596680
	Iteration 73Q: 3 clusters Score -6412185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6412199.000000 Penalty: 5341.596680
	Iteration 74Q: 3 clusters Score -6412199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6412204.000000 Penalty: 5341.596680
	Iteration 75Q: 3 clusters Score -6412204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6412199.000000 Penalty: 5341.596680
	Iteration 76Q: 3 clusters Score -6412199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6412208.500000 Penalty: 5341.596680
	Iteration 77Q: 3 clusters Score -6412208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6412213.500000 Penalty: 5341.596680
	Iteration 78Q: 3 clusters Score -6412214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -6412215.500000 Penalty: 5341.596680
	Iteration 79Q: 3 clusters Score -6412216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6412228.500000 Penalty: 5341.596680
	Iteration 80F: 3 clusters Score -6412228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6412228.500000 Penalty: 5341.596680
	Iteration 81Q: 3 clusters Score -6412228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6412236.500000 Penalty: 5341.596680
	Iteration 82Q: 3 clusters Score -6412236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6412229.000000 Penalty: 5341.596680
	Iteration 83Q: 3 clusters Score -6412229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6412234.500000 Penalty: 5341.596680
	Iteration 84Q: 3 clusters Score -6412234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6412236.500000 Penalty: 5341.596680
	Iteration 85Q: 3 clusters Score -6412236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6412244.500000 Penalty: 5341.596680
	Iteration 86Q: 3 clusters Score -6412244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6412237.000000 Penalty: 5341.596680
	Iteration 87Q: 3 clusters Score -6412237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6412237.500000 Penalty: 5341.596680
	Iteration 88Q: 3 clusters Score -6412238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6412232.500000 Penalty: 5341.596680
	Iteration 89Q: 3 clusters Score -6412232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6412238.500000 Penalty: 5341.596680
	Iteration 90Q: 3 clusters Score -6412238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6412238.500000 Penalty: 5341.596680
	Iteration 91F: 3 clusters Score -6412238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -134073.875000 Penalty: 1739.227905
	Iteration 0F: 2 clusters Score -134073.9 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 555 members 
Entering Unmasked Estep 
Score: -132079.437500 Penalty: 3478.455811
	Iteration 0F: 3 clusters Score -132079.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -132555.171875 Penalty: 3478.455811
	Iteration 1F: 3 clusters Score -132555.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -132964.937500 Penalty: 3478.455811
	Iteration 2F: 3 clusters Score -132964.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -133304.250000 Penalty: 3478.455811
	Iteration 3F: 3 clusters Score -133304.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -133751.468750 Penalty: 3478.455811
	Iteration 4F: 3 clusters Score -133751.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -134049.828125 Penalty: 3478.455811
	Iteration 5F: 3 clusters Score -134049.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -134151.328125 Penalty: 3478.455811
	Iteration 6Q: 3 clusters Score -134151.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -134203.656250 Penalty: 3478.455811
	Iteration 7Q: 3 clusters Score -134203.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -134252.953125 Penalty: 3478.455811
	Iteration 8Q: 3 clusters Score -134253 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -134314.484375 Penalty: 3478.455811
	Iteration 9Q: 3 clusters Score -134314.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -134366.984375 Penalty: 3478.455811
	Iteration 10Q: 3 clusters Score -134367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -134413.187500 Penalty: 3478.455811
	Iteration 11Q: 3 clusters Score -134413.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -134461.109375 Penalty: 3478.455811
	Iteration 12Q: 3 clusters Score -134461.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -134502.421875 Penalty: 3478.455811
	Iteration 13Q: 3 clusters Score -134502.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -134535.093750 Penalty: 3478.455811
	Iteration 14Q: 3 clusters Score -134535.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -134571.437500 Penalty: 3478.455811
	Iteration 15Q: 3 clusters Score -134571.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -134590.234375 Penalty: 3478.455811
	Iteration 16Q: 3 clusters Score -134590.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -134598.734375 Penalty: 3478.455811
	Iteration 17Q: 3 clusters Score -134598.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -134611.656250 Penalty: 3478.455811
	Iteration 18Q: 3 clusters Score -134611.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -134666.500000 Penalty: 3478.455811
	Iteration 19Q: 3 clusters Score -134666.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -134750.828125 Penalty: 3478.455811
	Iteration 20F: 3 clusters Score -134750.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -134773.640625 Penalty: 3478.455811
	Iteration 21Q: 3 clusters Score -134773.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -134773.640625 Penalty: 3478.455811
	Iteration 22F: 3 clusters Score -134773.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160359 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170249 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 47541 members 
Mstep: Class 7 contains 849 members 
Mstep: Class 8 contains 1386 members 
Mstep: Class 9 contains 6205 members 
Mstep: Class 10 contains 5125 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169220 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9563 members 
Mstep: Class 15 contains 164421 members 
Mstep: Class 16 contains 164419 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24814 members 
Mstep: Class 20 contains 52220 members 
Mstep: Class 21 contains 158707 members 
Mstep: Class 22 contains 81072 members 
Mstep: Class 23 contains 153378 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 262 members 
Entering Unmasked Estep 
Score: -180410864.000000 Penalty: 91161.578125
Splitting cluster 7 changes total score from -180412128.000000 to -180410864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -175881.828125 Penalty: 1794.075928
	Iteration 0F: 2 clusters Score -175881.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -173692.750000 Penalty: 3588.151855
	Iteration 0F: 3 clusters Score -173692.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -174052.234375 Penalty: 3588.151855
	Iteration 1F: 3 clusters Score -174052.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -174151.453125 Penalty: 3588.151855
	Iteration 2F: 3 clusters Score -174151.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -174198.171875 Penalty: 3588.151855
	Iteration 3Q: 3 clusters Score -174198.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -174226.375000 Penalty: 3588.151855
	Iteration 4Q: 3 clusters Score -174226.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -174243.781250 Penalty: 3588.151855
	Iteration 5Q: 3 clusters Score -174243.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -174256.406250 Penalty: 3588.151855
	Iteration 6Q: 3 clusters Score -174256.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -174269.046875 Penalty: 3588.151855
	Iteration 7Q: 3 clusters Score -174269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -174279.296875 Penalty: 3588.151855
	Iteration 8Q: 3 clusters Score -174279.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -174285.921875 Penalty: 3588.151855
	Iteration 9Q: 3 clusters Score -174285.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -174291.140625 Penalty: 3588.151855
	Iteration 10Q: 3 clusters Score -174291.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -174294.906250 Penalty: 3588.151855
	Iteration 11Q: 3 clusters Score -174294.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -174297.093750 Penalty: 3588.151855
	Iteration 12Q: 3 clusters Score -174297.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -174298.968750 Penalty: 3588.151855
	Iteration 13Q: 3 clusters Score -174299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -174299.875000 Penalty: 3588.151855
	Iteration 14Q: 3 clusters Score -174299.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -174299.875000 Penalty: 3588.151855
	Iteration 15F: 3 clusters Score -174299.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Entering Unmasked Estep 
Score: -785702.437500 Penalty: 2165.811279
	Iteration 0F: 2 clusters Score -785702.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -780409.750000 Penalty: 4331.622559
	Iteration 0F: 3 clusters Score -780409.8 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -781957.750000 Penalty: 4331.622559
	Iteration 1F: 3 clusters Score -781957.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -782531.812500 Penalty: 4331.622559
	Iteration 2F: 3 clusters Score -782531.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -783057.000000 Penalty: 4331.622559
	Iteration 3F: 3 clusters Score -783057 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -783424.687500 Penalty: 4331.622559
	Iteration 4F: 3 clusters Score -783424.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -783627.875000 Penalty: 4331.622559
	Iteration 5F: 3 clusters Score -783627.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -783753.062500 Penalty: 4331.622559
	Iteration 6Q: 3 clusters Score -783753.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -783834.937500 Penalty: 4331.622559
	Iteration 7Q: 3 clusters Score -783834.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -783896.937500 Penalty: 4331.622559
	Iteration 8Q: 3 clusters Score -783896.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -783936.625000 Penalty: 4331.622559
	Iteration 9Q: 3 clusters Score -783936.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -783968.750000 Penalty: 4331.622559
	Iteration 10Q: 3 clusters Score -783968.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -783996.625000 Penalty: 4331.622559
	Iteration 11Q: 3 clusters Score -783996.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -784016.312500 Penalty: 4331.622559
	Iteration 12Q: 3 clusters Score -784016.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -784031.312500 Penalty: 4331.622559
	Iteration 13Q: 3 clusters Score -784031.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -784042.812500 Penalty: 4331.622559
	Iteration 14Q: 3 clusters Score -784042.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -784049.125000 Penalty: 4331.622559
	Iteration 15Q: 3 clusters Score -784049.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -784057.000000 Penalty: 4331.622559
	Iteration 16Q: 3 clusters Score -784057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -784067.875000 Penalty: 4331.622559
	Iteration 17Q: 3 clusters Score -784067.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -784075.500000 Penalty: 4331.622559
	Iteration 18Q: 3 clusters Score -784075.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -784082.875000 Penalty: 4331.622559
	Iteration 19Q: 3 clusters Score -784082.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -784089.000000 Penalty: 4331.622559
	Iteration 20F: 3 clusters Score -784089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -784099.062500 Penalty: 4331.622559
	Iteration 21Q: 3 clusters Score -784099.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -784107.312500 Penalty: 4331.622559
	Iteration 22Q: 3 clusters Score -784107.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -784109.250000 Penalty: 4331.622559
	Iteration 23Q: 3 clusters Score -784109.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -784112.125000 Penalty: 4331.622559
	Iteration 24Q: 3 clusters Score -784112.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -784114.625000 Penalty: 4331.622559
	Iteration 25Q: 3 clusters Score -784114.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -784123.562500 Penalty: 4331.622559
	Iteration 26Q: 3 clusters Score -784123.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -784125.062500 Penalty: 4331.622559
	Iteration 27Q: 3 clusters Score -784125.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -784128.437500 Penalty: 4331.622559
	Iteration 28Q: 3 clusters Score -784128.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -784132.312500 Penalty: 4331.622559
	Iteration 29Q: 3 clusters Score -784132.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -784135.250000 Penalty: 4331.622559
	Iteration 30Q: 3 clusters Score -784135.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -784137.625000 Penalty: 4331.622559
	Iteration 31Q: 3 clusters Score -784137.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -784140.625000 Penalty: 4331.622559
	Iteration 32Q: 3 clusters Score -784140.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -784142.687500 Penalty: 4331.622559
	Iteration 33Q: 3 clusters Score -784142.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -784143.500000 Penalty: 4331.622559
	Iteration 34Q: 3 clusters Score -784143.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -784146.312500 Penalty: 4331.622559
	Iteration 35Q: 3 clusters Score -784146.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -784148.812500 Penalty: 4331.622559
	Iteration 36Q: 3 clusters Score -784148.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -784151.000000 Penalty: 4331.622559
	Iteration 37Q: 3 clusters Score -784151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -784153.875000 Penalty: 4331.622559
	Iteration 38Q: 3 clusters Score -784153.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -784154.437500 Penalty: 4331.622559
	Iteration 39Q: 3 clusters Score -784154.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -784158.687500 Penalty: 4331.622559
	Iteration 40F: 3 clusters Score -784158.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -784159.375000 Penalty: 4331.622559
	Iteration 41Q: 3 clusters Score -784159.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -784161.062500 Penalty: 4331.622559
	Iteration 42Q: 3 clusters Score -784161.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -784162.687500 Penalty: 4331.622559
	Iteration 43Q: 3 clusters Score -784162.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -784161.937500 Penalty: 4331.622559
	Iteration 44Q: 3 clusters Score -784161.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -784162.250000 Penalty: 4331.622559
	Iteration 45Q: 3 clusters Score -784162.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -784163.562500 Penalty: 4331.622559
	Iteration 46Q: 3 clusters Score -784163.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -784164.187500 Penalty: 4331.622559
	Iteration 47Q: 3 clusters Score -784164.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -784164.000000 Penalty: 4331.622559
	Iteration 48Q: 3 clusters Score -784164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -784164.875000 Penalty: 4331.622559
	Iteration 49Q: 3 clusters Score -784164.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -784164.875000 Penalty: 4331.622559
	Iteration 50F: 3 clusters Score -784164.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Entering Unmasked Estep 
Score: -677047.562500 Penalty: 2118.387695
	Iteration 0F: 2 clusters Score -677047.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -672411.750000 Penalty: 4236.775391
	Iteration 0F: 3 clusters Score -672411.8 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -673542.562500 Penalty: 4236.775391
	Iteration 1F: 3 clusters Score -673542.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -673751.187500 Penalty: 4236.775391
	Iteration 2F: 3 clusters Score -673751.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -673872.687500 Penalty: 4236.775391
	Iteration 3Q: 3 clusters Score -673872.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -673972.312500 Penalty: 4236.775391
	Iteration 4Q: 3 clusters Score -673972.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -674049.812500 Penalty: 4236.775391
	Iteration 5Q: 3 clusters Score -674049.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -674117.625000 Penalty: 4236.775391
	Iteration 6Q: 3 clusters Score -674117.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -674160.937500 Penalty: 4236.775391
	Iteration 7Q: 3 clusters Score -674160.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -674197.812500 Penalty: 4236.775391
	Iteration 8Q: 3 clusters Score -674197.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -674225.562500 Penalty: 4236.775391
	Iteration 9Q: 3 clusters Score -674225.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -674249.875000 Penalty: 4236.775391
	Iteration 10Q: 3 clusters Score -674249.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -674272.625000 Penalty: 4236.775391
	Iteration 11Q: 3 clusters Score -674272.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -674295.187500 Penalty: 4236.775391
	Iteration 12Q: 3 clusters Score -674295.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -674316.125000 Penalty: 4236.775391
	Iteration 13Q: 3 clusters Score -674316.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -674339.937500 Penalty: 4236.775391
	Iteration 14Q: 3 clusters Score -674339.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -674369.187500 Penalty: 4236.775391
	Iteration 15Q: 3 clusters Score -674369.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -674401.312500 Penalty: 4236.775391
	Iteration 16Q: 3 clusters Score -674401.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -674426.687500 Penalty: 4236.775391
	Iteration 17Q: 3 clusters Score -674426.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -674443.000000 Penalty: 4236.775391
	Iteration 18Q: 3 clusters Score -674443 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -674453.625000 Penalty: 4236.775391
	Iteration 19Q: 3 clusters Score -674453.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -674464.937500 Penalty: 4236.775391
	Iteration 20F: 3 clusters Score -674464.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -674475.750000 Penalty: 4236.775391
	Iteration 21Q: 3 clusters Score -674475.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -674490.000000 Penalty: 4236.775391
	Iteration 22Q: 3 clusters Score -674490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -674496.875000 Penalty: 4236.775391
	Iteration 23Q: 3 clusters Score -674496.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -674507.562500 Penalty: 4236.775391
	Iteration 24Q: 3 clusters Score -674507.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -674515.312500 Penalty: 4236.775391
	Iteration 25Q: 3 clusters Score -674515.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -674524.125000 Penalty: 4236.775391
	Iteration 26Q: 3 clusters Score -674524.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -674533.187500 Penalty: 4236.775391
	Iteration 27Q: 3 clusters Score -674533.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -674542.937500 Penalty: 4236.775391
	Iteration 28Q: 3 clusters Score -674542.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -674557.250000 Penalty: 4236.775391
	Iteration 29Q: 3 clusters Score -674557.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -674567.625000 Penalty: 4236.775391
	Iteration 30Q: 3 clusters Score -674567.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -674581.437500 Penalty: 4236.775391
	Iteration 31Q: 3 clusters Score -674581.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -674595.937500 Penalty: 4236.775391
	Iteration 32Q: 3 clusters Score -674595.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -674609.750000 Penalty: 4236.775391
	Iteration 33Q: 3 clusters Score -674609.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -674625.375000 Penalty: 4236.775391
	Iteration 34Q: 3 clusters Score -674625.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -674645.187500 Penalty: 4236.775391
	Iteration 35Q: 3 clusters Score -674645.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -674666.500000 Penalty: 4236.775391
	Iteration 36Q: 3 clusters Score -674666.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -674688.875000 Penalty: 4236.775391
	Iteration 37Q: 3 clusters Score -674688.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -674705.812500 Penalty: 4236.775391
	Iteration 38Q: 3 clusters Score -674705.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -674720.062500 Penalty: 4236.775391
	Iteration 39Q: 3 clusters Score -674720.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -674732.437500 Penalty: 4236.775391
	Iteration 40F: 3 clusters Score -674732.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -674747.375000 Penalty: 4236.775391
	Iteration 41Q: 3 clusters Score -674747.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -674761.500000 Penalty: 4236.775391
	Iteration 42Q: 3 clusters Score -674761.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -674773.000000 Penalty: 4236.775391
	Iteration 43Q: 3 clusters Score -674773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -674782.750000 Penalty: 4236.775391
	Iteration 44Q: 3 clusters Score -674782.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -674793.937500 Penalty: 4236.775391
	Iteration 45Q: 3 clusters Score -674793.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -674800.562500 Penalty: 4236.775391
	Iteration 46Q: 3 clusters Score -674800.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -674811.000000 Penalty: 4236.775391
	Iteration 47Q: 3 clusters Score -674811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -674819.437500 Penalty: 4236.775391
	Iteration 48Q: 3 clusters Score -674819.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -674829.812500 Penalty: 4236.775391
	Iteration 49Q: 3 clusters Score -674829.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -674840.125000 Penalty: 4236.775391
	Iteration 50Q: 3 clusters Score -674840.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -674849.687500 Penalty: 4236.775391
	Iteration 51Q: 3 clusters Score -674849.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -674854.250000 Penalty: 4236.775391
	Iteration 52Q: 3 clusters Score -674854.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -674856.750000 Penalty: 4236.775391
	Iteration 53Q: 3 clusters Score -674856.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -674859.625000 Penalty: 4236.775391
	Iteration 54Q: 3 clusters Score -674859.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -674864.875000 Penalty: 4236.775391
	Iteration 55Q: 3 clusters Score -674864.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -674866.812500 Penalty: 4236.775391
	Iteration 56Q: 3 clusters Score -674866.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -674868.312500 Penalty: 4236.775391
	Iteration 57Q: 3 clusters Score -674868.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -674869.875000 Penalty: 4236.775391
	Iteration 58Q: 3 clusters Score -674869.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -674871.687500 Penalty: 4236.775391
	Iteration 59Q: 3 clusters Score -674871.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -674873.125000 Penalty: 4236.775391
	Iteration 60F: 3 clusters Score -674873.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -674876.312500 Penalty: 4236.775391
	Iteration 61Q: 3 clusters Score -674876.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -674878.500000 Penalty: 4236.775391
	Iteration 62Q: 3 clusters Score -674878.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -674881.625000 Penalty: 4236.775391
	Iteration 63Q: 3 clusters Score -674881.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -674882.937500 Penalty: 4236.775391
	Iteration 64Q: 3 clusters Score -674882.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -674887.000000 Penalty: 4236.775391
	Iteration 65Q: 3 clusters Score -674887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -674889.750000 Penalty: 4236.775391
	Iteration 66Q: 3 clusters Score -674889.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -674893.187500 Penalty: 4236.775391
	Iteration 67Q: 3 clusters Score -674893.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -674897.187500 Penalty: 4236.775391
	Iteration 68Q: 3 clusters Score -674897.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -674903.500000 Penalty: 4236.775391
	Iteration 69Q: 3 clusters Score -674903.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -674906.687500 Penalty: 4236.775391
	Iteration 70Q: 3 clusters Score -674906.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -674908.750000 Penalty: 4236.775391
	Iteration 71Q: 3 clusters Score -674908.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -674912.687500 Penalty: 4236.775391
	Iteration 72Q: 3 clusters Score -674912.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -674915.562500 Penalty: 4236.775391
	Iteration 73Q: 3 clusters Score -674915.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -674917.750000 Penalty: 4236.775391
	Iteration 74Q: 3 clusters Score -674917.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -674922.125000 Penalty: 4236.775391
	Iteration 75Q: 3 clusters Score -674922.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -674927.250000 Penalty: 4236.775391
	Iteration 76Q: 3 clusters Score -674927.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -674931.125000 Penalty: 4236.775391
	Iteration 77Q: 3 clusters Score -674931.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -674937.750000 Penalty: 4236.775391
	Iteration 78Q: 3 clusters Score -674937.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -674938.687500 Penalty: 4236.775391
	Iteration 79Q: 3 clusters Score -674938.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -674942.750000 Penalty: 4236.775391
	Iteration 80F: 3 clusters Score -674942.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -674947.000000 Penalty: 4236.775391
	Iteration 81Q: 3 clusters Score -674947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -674950.062500 Penalty: 4236.775391
	Iteration 82Q: 3 clusters Score -674950.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -674954.500000 Penalty: 4236.775391
	Iteration 83Q: 3 clusters Score -674954.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -674959.500000 Penalty: 4236.775391
	Iteration 84Q: 3 clusters Score -674959.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -674962.687500 Penalty: 4236.775391
	Iteration 85Q: 3 clusters Score -674962.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -674965.187500 Penalty: 4236.775391
	Iteration 86Q: 3 clusters Score -674965.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -674965.000000 Penalty: 4236.775391
	Iteration 87Q: 3 clusters Score -674965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -674966.625000 Penalty: 4236.775391
	Iteration 88Q: 3 clusters Score -674966.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -674968.312500 Penalty: 4236.775391
	Iteration 89Q: 3 clusters Score -674968.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -674967.062500 Penalty: 4236.775391
	Iteration 90Q: 3 clusters Score -674967.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -674968.500000 Penalty: 4236.775391
	Iteration 91Q: 3 clusters Score -674968.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -674969.437500 Penalty: 4236.775391
	Iteration 92Q: 3 clusters Score -674969.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -674970.937500 Penalty: 4236.775391
	Iteration 93Q: 3 clusters Score -674970.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -674970.937500 Penalty: 4236.775391
	Iteration 94F: 3 clusters Score -674970.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -74900.015625 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -74900.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -73269.117188 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -73269.12 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73484.804688 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -73484.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -73565.242188 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -73565.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -73601.773438 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -73601.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -73647.218750 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -73647.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -73701.781250 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -73701.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -73760.210938 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -73760.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -73934.375000 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -73934.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74678.257812 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -74678.26 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -74919.640625 Penalty: 3184.317383
	Iteration 9F: 3 clusters Score -74919.64 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -75068.570312 Penalty: 3184.317383
	Iteration 10F: 3 clusters Score -75068.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -75183.984375 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -75183.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -75230.945312 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -75230.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -75271.523438 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -75271.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -75300.703125 Penalty: 3184.317383
	Iteration 14Q: 3 clusters Score -75300.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -75315.640625 Penalty: 3184.317383
	Iteration 15Q: 3 clusters Score -75315.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -75347.539062 Penalty: 3184.317383
	Iteration 16Q: 3 clusters Score -75347.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -75369.414062 Penalty: 3184.317383
	Iteration 17Q: 3 clusters Score -75369.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -75485.625000 Penalty: 3184.317383
	Iteration 18Q: 3 clusters Score -75485.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -75774.062500 Penalty: 3184.317383
	Iteration 19Q: 3 clusters Score -75774.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -75774.062500 Penalty: 3184.317383
	Iteration 20F: 3 clusters Score -75774.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160359 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170249 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 47541 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1386 members 
Mstep: Class 9 contains 6205 members 
Mstep: Class 10 contains 5125 members 
Mstep: Class 11 contains 129 members 
Mstep: Class 12 contains 169220 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9563 members 
Mstep: Class 15 contains 164421 members 
Mstep: Class 16 contains 164419 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24814 members 
Mstep: Class 20 contains 52220 members 
Mstep: Class 21 contains 158707 members 
Mstep: Class 22 contains 81072 members 
Mstep: Class 23 contains 153378 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 485 members 
Entering Unmasked Estep 
Score: -180410928.000000 Penalty: 91161.578125
Splitting cluster 11 changes total score from -180412128.000000 to -180410928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (169220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169220 members 
Entering Unmasked Estep 
Score: -22666654.000000 Penalty: 2985.660889
	Iteration 0F: 2 clusters Score -2.266665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84667 members 
Mstep: Class 2 contains 84553 members 
Entering Unmasked Estep 
Score: -22559742.000000 Penalty: 5971.321777
	Iteration 0F: 3 clusters Score -2.255974e+07 nChanged 81020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84763 members 
Mstep: Class 2 contains 84457 members 
Entering Unmasked Estep 
Score: -22606146.000000 Penalty: 5971.321777
	Iteration 1F: 3 clusters Score -2.260615e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85120 members 
Mstep: Class 2 contains 84100 members 
Entering Unmasked Estep 
Score: -22607132.000000 Penalty: 5971.321777
	Iteration 2Q: 3 clusters Score -2.260713e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85562 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -22608366.000000 Penalty: 5971.321777
	Iteration 3Q: 3 clusters Score -2.260837e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86125 members 
Mstep: Class 2 contains 83095 members 
Entering Unmasked Estep 
Score: -22609684.000000 Penalty: 5971.321777
	Iteration 4Q: 3 clusters Score -2.260968e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86880 members 
Mstep: Class 2 contains 82340 members 
Entering Unmasked Estep 
Score: -22611316.000000 Penalty: 5971.321777
	Iteration 5Q: 3 clusters Score -2.261132e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87749 members 
Mstep: Class 2 contains 81471 members 
Entering Unmasked Estep 
Score: -22613982.000000 Penalty: 5971.321777
	Iteration 6Q: 3 clusters Score -2.261398e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88872 members 
Mstep: Class 2 contains 80348 members 
Entering Unmasked Estep 
Score: -22617942.000000 Penalty: 5971.321777
	Iteration 7Q: 3 clusters Score -2.261794e+07 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90142 members 
Mstep: Class 2 contains 79078 members 
Entering Unmasked Estep 
Score: -22622760.000000 Penalty: 5971.321777
	Iteration 8F: 3 clusters Score -2.262276e+07 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91713 members 
Mstep: Class 2 contains 77507 members 
Entering Unmasked Estep 
Score: -22629380.000000 Penalty: 5971.321777
	Iteration 9F: 3 clusters Score -2.262938e+07 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93199 members 
Mstep: Class 2 contains 76021 members 
Entering Unmasked Estep 
Score: -22635744.000000 Penalty: 5971.321777
	Iteration 10F: 3 clusters Score -2.263574e+07 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94575 members 
Mstep: Class 2 contains 74645 members 
Entering Unmasked Estep 
Score: -22640818.000000 Penalty: 5971.321777
	Iteration 11F: 3 clusters Score -2.264082e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95758 members 
Mstep: Class 2 contains 73462 members 
Entering Unmasked Estep 
Score: -22644306.000000 Penalty: 5971.321777
	Iteration 12Q: 3 clusters Score -2.264431e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96821 members 
Mstep: Class 2 contains 72399 members 
Entering Unmasked Estep 
Score: -22645838.000000 Penalty: 5971.321777
	Iteration 13Q: 3 clusters Score -2.264584e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97928 members 
Mstep: Class 2 contains 71292 members 
Entering Unmasked Estep 
Score: -22646428.000000 Penalty: 5971.321777
	Iteration 14Q: 3 clusters Score -2.264643e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98970 members 
Mstep: Class 2 contains 70250 members 
Entering Unmasked Estep 
Score: -22646610.000000 Penalty: 5971.321777
	Iteration 15Q: 3 clusters Score -2.264661e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99977 members 
Mstep: Class 2 contains 69243 members 
Entering Unmasked Estep 
Score: -22646694.000000 Penalty: 5971.321777
	Iteration 16Q: 3 clusters Score -2.264669e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101085 members 
Mstep: Class 2 contains 68135 members 
Entering Unmasked Estep 
Score: -22646918.000000 Penalty: 5971.321777
	Iteration 17Q: 3 clusters Score -2.264692e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102268 members 
Mstep: Class 2 contains 66952 members 
Entering Unmasked Estep 
Score: -22647170.000000 Penalty: 5971.321777
	Iteration 18Q: 3 clusters Score -2.264717e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103483 members 
Mstep: Class 2 contains 65737 members 
Entering Unmasked Estep 
Score: -22647506.000000 Penalty: 5971.321777
	Iteration 19Q: 3 clusters Score -2.264751e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104886 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
Score: -22647790.000000 Penalty: 5971.321777
	Iteration 20F: 3 clusters Score -2.264779e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106392 members 
Mstep: Class 2 contains 62828 members 
Entering Unmasked Estep 
Score: -22648056.000000 Penalty: 5971.321777
	Iteration 21Q: 3 clusters Score -2.264806e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108015 members 
Mstep: Class 2 contains 61205 members 
Entering Unmasked Estep 
Score: -22648372.000000 Penalty: 5971.321777
	Iteration 22Q: 3 clusters Score -2.264837e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109721 members 
Mstep: Class 2 contains 59499 members 
Entering Unmasked Estep 
Score: -22648634.000000 Penalty: 5971.321777
	Iteration 23Q: 3 clusters Score -2.264863e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111504 members 
Mstep: Class 2 contains 57716 members 
Entering Unmasked Estep 
Score: -22649056.000000 Penalty: 5971.321777
	Iteration 24Q: 3 clusters Score -2.264906e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113451 members 
Mstep: Class 2 contains 55769 members 
Entering Unmasked Estep 
Score: -22649406.000000 Penalty: 5971.321777
	Iteration 25Q: 3 clusters Score -2.264941e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115451 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
Score: -22649868.000000 Penalty: 5971.321777
	Iteration 26Q: 3 clusters Score -2.264987e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117554 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -22650256.000000 Penalty: 5971.321777
	Iteration 27Q: 3 clusters Score -2.265026e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119765 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -22650796.000000 Penalty: 5971.321777
	Iteration 28Q: 3 clusters Score -2.26508e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122086 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -22651192.000000 Penalty: 5971.321777
	Iteration 29Q: 3 clusters Score -2.265119e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124452 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -22651810.000000 Penalty: 5971.321777
	Iteration 30Q: 3 clusters Score -2.265181e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126914 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -22652454.000000 Penalty: 5971.321777
	Iteration 31Q: 3 clusters Score -2.265245e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129474 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -22653128.000000 Penalty: 5971.321777
	Iteration 32Q: 3 clusters Score -2.265313e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132128 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -22653962.000000 Penalty: 5971.321777
	Iteration 33Q: 3 clusters Score -2.265396e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134872 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -22654706.000000 Penalty: 5971.321777
	Iteration 34Q: 3 clusters Score -2.265471e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137630 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -22655478.000000 Penalty: 5971.321777
	Iteration 35Q: 3 clusters Score -2.265548e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140326 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -22656386.000000 Penalty: 5971.321777
	Iteration 36Q: 3 clusters Score -2.265639e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143017 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -22657766.000000 Penalty: 5971.321777
	Iteration 37Q: 3 clusters Score -2.265777e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145711 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -22658656.000000 Penalty: 5971.321777
	Iteration 38Q: 3 clusters Score -2.265866e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148386 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -22659996.000000 Penalty: 5971.321777
	Iteration 39Q: 3 clusters Score -2.266e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151024 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -22660916.000000 Penalty: 5971.321777
	Iteration 40F: 3 clusters Score -2.266092e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153503 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -22661902.000000 Penalty: 5971.321777
	Iteration 41Q: 3 clusters Score -2.26619e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155786 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -22662822.000000 Penalty: 5971.321777
	Iteration 42Q: 3 clusters Score -2.266282e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157806 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -22663334.000000 Penalty: 5971.321777
	Iteration 43Q: 3 clusters Score -2.266333e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159631 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -22663894.000000 Penalty: 5971.321777
	Iteration 44Q: 3 clusters Score -2.266389e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161167 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -22664266.000000 Penalty: 5971.321777
	Iteration 45Q: 3 clusters Score -2.266427e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162391 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -22664492.000000 Penalty: 5971.321777
	Iteration 46Q: 3 clusters Score -2.266449e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163336 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -22664660.000000 Penalty: 5971.321777
	Iteration 47Q: 3 clusters Score -2.266466e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164060 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -22664748.000000 Penalty: 5971.321777
	Iteration 48Q: 3 clusters Score -2.266475e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164687 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -22664676.000000 Penalty: 5971.321777
	Iteration 49Q: 3 clusters Score -2.266468e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165163 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -22664580.000000 Penalty: 5971.321777
	Iteration 50Q: 3 clusters Score -2.266458e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165528 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -22664560.000000 Penalty: 5971.321777
	Iteration 51Q: 3 clusters Score -2.266456e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165844 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -22664512.000000 Penalty: 5971.321777
	Iteration 52Q: 3 clusters Score -2.266451e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166107 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -22664494.000000 Penalty: 5971.321777
	Iteration 53Q: 3 clusters Score -2.266449e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166331 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -22664484.000000 Penalty: 5971.321777
	Iteration 54Q: 3 clusters Score -2.266448e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166513 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -22664480.000000 Penalty: 5971.321777
	Iteration 55Q: 3 clusters Score -2.266448e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166662 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -22664526.000000 Penalty: 5971.321777
	Iteration 56Q: 3 clusters Score -2.266453e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166769 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -22664588.000000 Penalty: 5971.321777
	Iteration 57Q: 3 clusters Score -2.266459e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166861 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -22664554.000000 Penalty: 5971.321777
	Iteration 58Q: 3 clusters Score -2.266455e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166947 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -22664568.000000 Penalty: 5971.321777
	Iteration 59Q: 3 clusters Score -2.266457e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167014 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -22664560.000000 Penalty: 5971.321777
	Iteration 60F: 3 clusters Score -2.266456e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167065 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -22664562.000000 Penalty: 5971.321777
	Iteration 61Q: 3 clusters Score -2.266456e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167109 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -22664562.000000 Penalty: 5971.321777
	Iteration 62Q: 3 clusters Score -2.266456e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167144 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -22664618.000000 Penalty: 5971.321777
	Iteration 63Q: 3 clusters Score -2.266462e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167178 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -22664602.000000 Penalty: 5971.321777
	Iteration 64Q: 3 clusters Score -2.26646e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167207 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -22664550.000000 Penalty: 5971.321777
	Iteration 65Q: 3 clusters Score -2.266455e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167238 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -22664564.000000 Penalty: 5971.321777
	Iteration 66Q: 3 clusters Score -2.266456e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167268 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -22664592.000000 Penalty: 5971.321777
	Iteration 67Q: 3 clusters Score -2.266459e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167289 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -22664576.000000 Penalty: 5971.321777
	Iteration 68Q: 3 clusters Score -2.266458e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167312 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -22664582.000000 Penalty: 5971.321777
	Iteration 69Q: 3 clusters Score -2.266458e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167330 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -22664564.000000 Penalty: 5971.321777
	Iteration 70Q: 3 clusters Score -2.266456e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167343 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -22664580.000000 Penalty: 5971.321777
	Iteration 71Q: 3 clusters Score -2.266458e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167351 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -22664594.000000 Penalty: 5971.321777
	Iteration 72Q: 3 clusters Score -2.266459e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167363 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -22664570.000000 Penalty: 5971.321777
	Iteration 73Q: 3 clusters Score -2.266457e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167378 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -22664602.000000 Penalty: 5971.321777
	Iteration 74Q: 3 clusters Score -2.26646e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167398 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -22664586.000000 Penalty: 5971.321777
	Iteration 75Q: 3 clusters Score -2.266459e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167409 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -22664598.000000 Penalty: 5971.321777
	Iteration 76Q: 3 clusters Score -2.26646e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167419 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -22664602.000000 Penalty: 5971.321777
	Iteration 77Q: 3 clusters Score -2.26646e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167435 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -22664592.000000 Penalty: 5971.321777
	Iteration 78Q: 3 clusters Score -2.266459e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167447 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -22664580.000000 Penalty: 5971.321777
	Iteration 79Q: 3 clusters Score -2.266458e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167457 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -22664594.000000 Penalty: 5971.321777
	Iteration 80F: 3 clusters Score -2.266459e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167463 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -22664588.000000 Penalty: 5971.321777
	Iteration 81Q: 3 clusters Score -2.266459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167471 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -22664598.000000 Penalty: 5971.321777
	Iteration 82Q: 3 clusters Score -2.26646e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167481 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -22664590.000000 Penalty: 5971.321777
	Iteration 83Q: 3 clusters Score -2.266459e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167485 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -22664606.000000 Penalty: 5971.321777
	Iteration 84Q: 3 clusters Score -2.266461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167492 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -22664610.000000 Penalty: 5971.321777
	Iteration 85Q: 3 clusters Score -2.266461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167497 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -22664616.000000 Penalty: 5971.321777
	Iteration 86Q: 3 clusters Score -2.266462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167500 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -22664622.000000 Penalty: 5971.321777
	Iteration 87Q: 3 clusters Score -2.266462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167501 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -22664624.000000 Penalty: 5971.321777
	Iteration 88Q: 3 clusters Score -2.266462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167501 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -22664624.000000 Penalty: 5971.321777
	Iteration 89F: 3 clusters Score -2.266462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Entering Unmasked Estep 
Score: -269233.218750 Penalty: 1885.643066
	Iteration 0F: 2 clusters Score -269233.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -266589.281250 Penalty: 3771.286133
	Iteration 0F: 3 clusters Score -266589.3 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -267053.906250 Penalty: 3771.286133
	Iteration 1F: 3 clusters Score -267053.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -267197.531250 Penalty: 3771.286133
	Iteration 2F: 3 clusters Score -267197.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -267266.968750 Penalty: 3771.286133
	Iteration 3Q: 3 clusters Score -267267 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -267311.187500 Penalty: 3771.286133
	Iteration 4Q: 3 clusters Score -267311.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -267331.781250 Penalty: 3771.286133
	Iteration 5Q: 3 clusters Score -267331.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -267346.531250 Penalty: 3771.286133
	Iteration 6Q: 3 clusters Score -267346.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -267356.937500 Penalty: 3771.286133
	Iteration 7Q: 3 clusters Score -267356.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -267362.687500 Penalty: 3771.286133
	Iteration 8Q: 3 clusters Score -267362.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -267367.625000 Penalty: 3771.286133
	Iteration 9Q: 3 clusters Score -267367.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -267371.468750 Penalty: 3771.286133
	Iteration 10Q: 3 clusters Score -267371.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -267374.437500 Penalty: 3771.286133
	Iteration 11Q: 3 clusters Score -267374.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -267376.093750 Penalty: 3771.286133
	Iteration 12Q: 3 clusters Score -267376.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -267377.500000 Penalty: 3771.286133
	Iteration 13Q: 3 clusters Score -267377.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -267378.906250 Penalty: 3771.286133
	Iteration 14Q: 3 clusters Score -267378.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -267378.906250 Penalty: 3771.286133
	Iteration 15F: 3 clusters Score -267378.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Entering Unmasked Estep 
Score: -1290312.500000 Penalty: 2273.083008
	Iteration 0F: 2 clusters Score -1290312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1282905.125000 Penalty: 4546.166016
	Iteration 0F: 3 clusters Score -1282905 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1284956.875000 Penalty: 4546.166016
	Iteration 1F: 3 clusters Score -1284957 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1285232.750000 Penalty: 4546.166016
	Iteration 2F: 3 clusters Score -1285233 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1285385.375000 Penalty: 4546.166016
	Iteration 3Q: 3 clusters Score -1285385 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1285501.000000 Penalty: 4546.166016
	Iteration 4Q: 3 clusters Score -1285501 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1285594.500000 Penalty: 4546.166016
	Iteration 5Q: 3 clusters Score -1285594 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1285677.000000 Penalty: 4546.166016
	Iteration 6Q: 3 clusters Score -1285677 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1285754.625000 Penalty: 4546.166016
	Iteration 7Q: 3 clusters Score -1285755 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1285811.375000 Penalty: 4546.166016
	Iteration 8Q: 3 clusters Score -1285811 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1285880.000000 Penalty: 4546.166016
	Iteration 9Q: 3 clusters Score -1285880 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1285952.250000 Penalty: 4546.166016
	Iteration 10Q: 3 clusters Score -1285952 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1286034.500000 Penalty: 4546.166016
	Iteration 11Q: 3 clusters Score -1286034 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1286116.375000 Penalty: 4546.166016
	Iteration 12Q: 3 clusters Score -1286116 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1286192.000000 Penalty: 4546.166016
	Iteration 13Q: 3 clusters Score -1286192 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1286275.625000 Penalty: 4546.166016
	Iteration 14Q: 3 clusters Score -1286276 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1286369.875000 Penalty: 4546.166016
	Iteration 15Q: 3 clusters Score -1286370 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1286476.375000 Penalty: 4546.166016
	Iteration 16Q: 3 clusters Score -1286476 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1286591.125000 Penalty: 4546.166016
	Iteration 17Q: 3 clusters Score -1286591 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1286735.625000 Penalty: 4546.166016
	Iteration 18Q: 3 clusters Score -1286736 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1286892.250000 Penalty: 4546.166016
	Iteration 19Q: 3 clusters Score -1286892 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1287079.625000 Penalty: 4546.166016
	Iteration 20F: 3 clusters Score -1287080 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1287286.875000 Penalty: 4546.166016
	Iteration 21Q: 3 clusters Score -1287287 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1287502.000000 Penalty: 4546.166016
	Iteration 22Q: 3 clusters Score -1287502 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1287678.125000 Penalty: 4546.166016
	Iteration 23Q: 3 clusters Score -1287678 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1287819.000000 Penalty: 4546.166016
	Iteration 24Q: 3 clusters Score -1287819 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1287925.375000 Penalty: 4546.166016
	Iteration 25Q: 3 clusters Score -1287925 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1288021.000000 Penalty: 4546.166016
	Iteration 26Q: 3 clusters Score -1288021 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1288094.625000 Penalty: 4546.166016
	Iteration 27Q: 3 clusters Score -1288095 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1288145.000000 Penalty: 4546.166016
	Iteration 28Q: 3 clusters Score -1288145 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1288176.625000 Penalty: 4546.166016
	Iteration 29Q: 3 clusters Score -1288177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1288197.875000 Penalty: 4546.166016
	Iteration 30Q: 3 clusters Score -1288198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1288211.125000 Penalty: 4546.166016
	Iteration 31Q: 3 clusters Score -1288211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1288220.250000 Penalty: 4546.166016
	Iteration 32Q: 3 clusters Score -1288220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1288225.375000 Penalty: 4546.166016
	Iteration 33Q: 3 clusters Score -1288225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1288232.125000 Penalty: 4546.166016
	Iteration 34Q: 3 clusters Score -1288232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1288243.750000 Penalty: 4546.166016
	Iteration 35Q: 3 clusters Score -1288244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1288248.500000 Penalty: 4546.166016
	Iteration 36Q: 3 clusters Score -1288248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1288249.875000 Penalty: 4546.166016
	Iteration 37Q: 3 clusters Score -1288250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1288255.500000 Penalty: 4546.166016
	Iteration 38Q: 3 clusters Score -1288256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1288259.500000 Penalty: 4546.166016
	Iteration 39Q: 3 clusters Score -1288260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1288266.625000 Penalty: 4546.166016
	Iteration 40F: 3 clusters Score -1288267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1288272.125000 Penalty: 4546.166016
	Iteration 41Q: 3 clusters Score -1288272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1288283.250000 Penalty: 4546.166016
	Iteration 42Q: 3 clusters Score -1288283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1288288.250000 Penalty: 4546.166016
	Iteration 43Q: 3 clusters Score -1288288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1288294.375000 Penalty: 4546.166016
	Iteration 44Q: 3 clusters Score -1288294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1288297.375000 Penalty: 4546.166016
	Iteration 45Q: 3 clusters Score -1288297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1288299.000000 Penalty: 4546.166016
	Iteration 46Q: 3 clusters Score -1288299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1288298.500000 Penalty: 4546.166016
	Iteration 47Q: 3 clusters Score -1288298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1288298.500000 Penalty: 4546.166016
	Iteration 48F: 3 clusters Score -1288298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (164421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164421 members 
Entering Unmasked Estep 
Score: -21802040.000000 Penalty: 2978.525879
	Iteration 0F: 2 clusters Score -2.180204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82225 members 
Mstep: Class 2 contains 82196 members 
Entering Unmasked Estep 
Score: -21694836.000000 Penalty: 5957.051758
	Iteration 0F: 3 clusters Score -2.169484e+07 nChanged 78904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82923 members 
Mstep: Class 2 contains 81498 members 
Entering Unmasked Estep 
Score: -21740660.000000 Penalty: 5957.051758
	Iteration 1F: 3 clusters Score -2.174066e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83197 members 
Mstep: Class 2 contains 81224 members 
Entering Unmasked Estep 
Score: -21741296.000000 Penalty: 5957.051758
	Iteration 2Q: 3 clusters Score -2.17413e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83659 members 
Mstep: Class 2 contains 80762 members 
Entering Unmasked Estep 
Score: -21741772.000000 Penalty: 5957.051758
	Iteration 3Q: 3 clusters Score -2.174177e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84442 members 
Mstep: Class 2 contains 79979 members 
Entering Unmasked Estep 
Score: -21742434.000000 Penalty: 5957.051758
	Iteration 4Q: 3 clusters Score -2.174243e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85602 members 
Mstep: Class 2 contains 78819 members 
Entering Unmasked Estep 
Score: -21742956.000000 Penalty: 5957.051758
	Iteration 5Q: 3 clusters Score -2.174296e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87348 members 
Mstep: Class 2 contains 77073 members 
Entering Unmasked Estep 
Score: -21743506.000000 Penalty: 5957.051758
	Iteration 6Q: 3 clusters Score -2.174351e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89994 members 
Mstep: Class 2 contains 74427 members 
Entering Unmasked Estep 
Score: -21744324.000000 Penalty: 5957.051758
	Iteration 7Q: 3 clusters Score -2.174432e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93891 members 
Mstep: Class 2 contains 70530 members 
Entering Unmasked Estep 
Score: -21745742.000000 Penalty: 5957.051758
	Iteration 8Q: 3 clusters Score -2.174574e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99557 members 
Mstep: Class 2 contains 64864 members 
Entering Unmasked Estep 
Score: -21748118.000000 Penalty: 5957.051758
	Iteration 9Q: 3 clusters Score -2.174812e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107865 members 
Mstep: Class 2 contains 56556 members 
Entering Unmasked Estep 
Score: -21752546.000000 Penalty: 5957.051758
	Iteration 10F: 3 clusters Score -2.175255e+07 nChanged 11347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119006 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -21760344.000000 Penalty: 5957.051758
	Iteration 11F: 3 clusters Score -2.176034e+07 nChanged 13360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132266 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -21771440.000000 Penalty: 5957.051758
	Iteration 12F: 3 clusters Score -2.177144e+07 nChanged 13182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145400 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -21784200.000000 Penalty: 5957.051758
	Iteration 13F: 3 clusters Score -2.17842e+07 nChanged 10171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155561 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -21793966.000000 Penalty: 5957.051758
	Iteration 14F: 3 clusters Score -2.179397e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161146 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -21798054.000000 Penalty: 5957.051758
	Iteration 15Q: 3 clusters Score -2.179805e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163265 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -21798946.000000 Penalty: 5957.051758
	Iteration 16Q: 3 clusters Score -2.179895e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163894 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -21799252.000000 Penalty: 5957.051758
	Iteration 17Q: 3 clusters Score -2.179925e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164067 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -21799374.000000 Penalty: 5957.051758
	Iteration 18Q: 3 clusters Score -2.179937e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164132 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -21799446.000000 Penalty: 5957.051758
	Iteration 19Q: 3 clusters Score -2.179945e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164166 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21799472.000000 Penalty: 5957.051758
	Iteration 20F: 3 clusters Score -2.179947e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164184 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21799520.000000 Penalty: 5957.051758
	Iteration 21Q: 3 clusters Score -2.179952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164192 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21799538.000000 Penalty: 5957.051758
	Iteration 22Q: 3 clusters Score -2.179954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164194 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21799534.000000 Penalty: 5957.051758
	Iteration 23Q: 3 clusters Score -2.179953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164194 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21799534.000000 Penalty: 5957.051758
	Iteration 24F: 3 clusters Score -2.179953e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (164419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164419 members 
Entering Unmasked Estep 
Score: -22569064.000000 Penalty: 2978.523193
	Iteration 0F: 2 clusters Score -2.256906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82571 members 
Mstep: Class 2 contains 81848 members 
Entering Unmasked Estep 
Score: -22462630.000000 Penalty: 5957.046387
	Iteration 0F: 3 clusters Score -2.246263e+07 nChanged 78661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87758 members 
Mstep: Class 2 contains 76661 members 
Entering Unmasked Estep 
Score: -22508670.000000 Penalty: 5957.046387
	Iteration 1F: 3 clusters Score -2.250867e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90851 members 
Mstep: Class 2 contains 73568 members 
Entering Unmasked Estep 
Score: -22509970.000000 Penalty: 5957.046387
	Iteration 2Q: 3 clusters Score -2.250997e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95683 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -22511914.000000 Penalty: 5957.046387
	Iteration 3Q: 3 clusters Score -2.251191e+07 nChanged 7855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102900 members 
Mstep: Class 2 contains 61519 members 
Entering Unmasked Estep 
Score: -22515660.000000 Penalty: 5957.046387
	Iteration 4Q: 3 clusters Score -2.251566e+07 nChanged 10541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113193 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -22522238.000000 Penalty: 5957.046387
	Iteration 5F: 3 clusters Score -2.252224e+07 nChanged 13306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126413 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -22532666.000000 Penalty: 5957.046387
	Iteration 6F: 3 clusters Score -2.253267e+07 nChanged 14422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140817 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -22546208.000000 Penalty: 5957.046387
	Iteration 7F: 3 clusters Score -2.254621e+07 nChanged 11853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152668 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -22557824.000000 Penalty: 5957.046387
	Iteration 8F: 3 clusters Score -2.255782e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160096 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -22563630.000000 Penalty: 5957.046387
	Iteration 9Q: 3 clusters Score -2.256363e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163183 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -22565516.000000 Penalty: 5957.046387
	Iteration 10Q: 3 clusters Score -2.256552e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164006 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -22566024.000000 Penalty: 5957.046387
	Iteration 11Q: 3 clusters Score -2.256602e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164176 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22566246.000000 Penalty: 5957.046387
	Iteration 12Q: 3 clusters Score -2.256625e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164216 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22566312.000000 Penalty: 5957.046387
	Iteration 13Q: 3 clusters Score -2.256631e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164230 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22566360.000000 Penalty: 5957.046387
	Iteration 14Q: 3 clusters Score -2.256636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164243 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22566378.000000 Penalty: 5957.046387
	Iteration 15Q: 3 clusters Score -2.256638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164249 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22566388.000000 Penalty: 5957.046387
	Iteration 16Q: 3 clusters Score -2.256639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164251 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22566402.000000 Penalty: 5957.046387
	Iteration 17Q: 3 clusters Score -2.25664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164250 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22566398.000000 Penalty: 5957.046387
	Iteration 18Q: 3 clusters Score -2.25664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164253 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22566394.000000 Penalty: 5957.046387
	Iteration 19Q: 3 clusters Score -2.256639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164254 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22566404.000000 Penalty: 5957.046387
	Iteration 20F: 3 clusters Score -2.25664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164255 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22566410.000000 Penalty: 5957.046387
	Iteration 21Q: 3 clusters Score -2.256641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164255 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22566420.000000 Penalty: 5957.046387
	Iteration 22Q: 3 clusters Score -2.256642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164256 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22566426.000000 Penalty: 5957.046387
	Iteration 23Q: 3 clusters Score -2.256643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164256 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22566426.000000 Penalty: 5957.046387
	Iteration 24F: 3 clusters Score -2.256643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -26146.324219 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -26146.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24982.617188 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -24982.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25107.439453 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -25107.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25172.373047 Penalty: 2732.656738
	Iteration 2Q: 3 clusters Score -25172.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25247.609375 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -25247.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25469.566406 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -25469.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25541.701172 Penalty: 2732.656738
	Iteration 5Q: 3 clusters Score -25541.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25645.666016 Penalty: 2732.656738
	Iteration 6Q: 3 clusters Score -25645.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -25668.515625 Penalty: 2732.656738
	Iteration 7Q: 3 clusters Score -25668.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25708.359375 Penalty: 2732.656738
	Iteration 8Q: 3 clusters Score -25708.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25721.412109 Penalty: 2732.656738
	Iteration 9Q: 3 clusters Score -25721.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25721.412109 Penalty: 2732.656738
	Iteration 10F: 3 clusters Score -25721.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -50624.753906 Penalty: 1517.288086
	Iteration 0F: 2 clusters Score -50624.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49244.308594 Penalty: 3034.576172
	Iteration 0F: 3 clusters Score -49244.31 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -49611.777344 Penalty: 3034.576172
	Iteration 1F: 3 clusters Score -49611.78 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -49930.957031 Penalty: 3034.576172
	Iteration 2F: 3 clusters Score -49930.96 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50207.562500 Penalty: 3034.576172
	Iteration 3F: 3 clusters Score -50207.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -50373.554688 Penalty: 3034.576172
	Iteration 4F: 3 clusters Score -50373.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -50582.468750 Penalty: 3034.576172
	Iteration 5Q: 3 clusters Score -50582.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -50770.167969 Penalty: 3034.576172
	Iteration 6Q: 3 clusters Score -50770.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -50798.558594 Penalty: 3034.576172
	Iteration 7Q: 3 clusters Score -50798.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -50842.722656 Penalty: 3034.576172
	Iteration 8Q: 3 clusters Score -50842.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -50904.414062 Penalty: 3034.576172
	Iteration 9Q: 3 clusters Score -50904.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -50940.796875 Penalty: 3034.576172
	Iteration 10Q: 3 clusters Score -50940.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -51007.152344 Penalty: 3034.576172
	Iteration 11Q: 3 clusters Score -51007.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -51066.945312 Penalty: 3034.576172
	Iteration 12Q: 3 clusters Score -51066.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -51117.410156 Penalty: 3034.576172
	Iteration 13Q: 3 clusters Score -51117.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -51133.300781 Penalty: 3034.576172
	Iteration 14F: 3 clusters Score -51133.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -51282.558594 Penalty: 3034.576172
	Iteration 15Q: 3 clusters Score -51282.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -51612.652344 Penalty: 3034.576172
	Iteration 16Q: 3 clusters Score -51612.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -51777.191406 Penalty: 3034.576172
	Iteration 17Q: 3 clusters Score -51777.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -51794.023438 Penalty: 3034.576172
	Iteration 18Q: 3 clusters Score -51794.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -51798.253906 Penalty: 3034.576172
	Iteration 19Q: 3 clusters Score -51798.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -51803.699219 Penalty: 3034.576172
	Iteration 20F: 3 clusters Score -51803.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -51832.683594 Penalty: 3034.576172
	Iteration 21Q: 3 clusters Score -51832.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -51857.484375 Penalty: 3034.576172
	Iteration 22Q: 3 clusters Score -51857.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -51875.968750 Penalty: 3034.576172
	Iteration 23Q: 3 clusters Score -51875.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51888.906250 Penalty: 3034.576172
	Iteration 24Q: 3 clusters Score -51888.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -51895.578125 Penalty: 3034.576172
	Iteration 25Q: 3 clusters Score -51895.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -51906.238281 Penalty: 3034.576172
	Iteration 26Q: 3 clusters Score -51906.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51914.882812 Penalty: 3034.576172
	Iteration 27Q: 3 clusters Score -51914.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51918.292969 Penalty: 3034.576172
	Iteration 28F: 3 clusters Score -51918.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51932.296875 Penalty: 3034.576172
	Iteration 29Q: 3 clusters Score -51932.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51971.003906 Penalty: 3034.576172
	Iteration 30Q: 3 clusters Score -51971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -52211.703125 Penalty: 3034.576172
	Iteration 31Q: 3 clusters Score -52211.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52439.167969 Penalty: 3034.576172
	Iteration 32Q: 3 clusters Score -52439.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52439.167969 Penalty: 3034.576172
	Iteration 33F: 3 clusters Score -52439.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160359 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170249 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 47541 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1386 members 
Mstep: Class 9 contains 6205 members 
Mstep: Class 10 contains 5125 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169220 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9563 members 
Mstep: Class 15 contains 164421 members 
Mstep: Class 16 contains 164419 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 24814 members 
Mstep: Class 20 contains 52220 members 
Mstep: Class 21 contains 158707 members 
Mstep: Class 22 contains 81072 members 
Mstep: Class 23 contains 153378 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 162 members 
Entering Unmasked Estep 
Score: -180411424.000000 Penalty: 91161.578125
Splitting cluster 18 changes total score from -180412128.000000 to -180411424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (24814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Entering Unmasked Estep 
Score: -3290668.000000 Penalty: 2509.552490
	Iteration 0F: 2 clusters Score -3290668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -3273534.500000 Penalty: 5019.104980
	Iteration 0F: 3 clusters Score -3273534 nChanged 10996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -3279748.000000 Penalty: 5019.104980
	Iteration 1F: 3 clusters Score -3279748 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3280340.000000 Penalty: 5019.104980
	Iteration 2F: 3 clusters Score -3280340 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -3281010.500000 Penalty: 5019.104980
	Iteration 3Q: 3 clusters Score -3281010 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -3281739.250000 Penalty: 5019.104980
	Iteration 4Q: 3 clusters Score -3281739 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -3282470.000000 Penalty: 5019.104980
	Iteration 5F: 3 clusters Score -3282470 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3283140.500000 Penalty: 5019.104980
	Iteration 6F: 3 clusters Score -3283140 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -3283731.500000 Penalty: 5019.104980
	Iteration 7F: 3 clusters Score -3283732 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -3284253.500000 Penalty: 5019.104980
	Iteration 8Q: 3 clusters Score -3284254 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -3284739.500000 Penalty: 5019.104980
	Iteration 9Q: 3 clusters Score -3284740 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -3285207.500000 Penalty: 5019.104980
	Iteration 10Q: 3 clusters Score -3285208 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -3285672.250000 Penalty: 5019.104980
	Iteration 11Q: 3 clusters Score -3285672 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3286077.750000 Penalty: 5019.104980
	Iteration 12Q: 3 clusters Score -3286078 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -3286423.500000 Penalty: 5019.104980
	Iteration 13Q: 3 clusters Score -3286424 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -3286733.000000 Penalty: 5019.104980
	Iteration 14Q: 3 clusters Score -3286733 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -3286968.000000 Penalty: 5019.104980
	Iteration 15Q: 3 clusters Score -3286968 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -3287131.250000 Penalty: 5019.104980
	Iteration 16Q: 3 clusters Score -3287131 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -3287225.250000 Penalty: 5019.104980
	Iteration 17Q: 3 clusters Score -3287225 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -3287315.250000 Penalty: 5019.104980
	Iteration 18Q: 3 clusters Score -3287315 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -3287451.500000 Penalty: 5019.104980
	Iteration 19Q: 3 clusters Score -3287452 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -3287559.750000 Penalty: 5019.104980
	Iteration 20F: 3 clusters Score -3287560 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -3287674.500000 Penalty: 5019.104980
	Iteration 21Q: 3 clusters Score -3287674 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -3287772.500000 Penalty: 5019.104980
	Iteration 22Q: 3 clusters Score -3287772 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -3287879.250000 Penalty: 5019.104980
	Iteration 23Q: 3 clusters Score -3287879 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3287980.500000 Penalty: 5019.104980
	Iteration 24Q: 3 clusters Score -3287980 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -3288075.000000 Penalty: 5019.104980
	Iteration 25Q: 3 clusters Score -3288075 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -3288162.750000 Penalty: 5019.104980
	Iteration 26Q: 3 clusters Score -3288163 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -3288240.250000 Penalty: 5019.104980
	Iteration 27Q: 3 clusters Score -3288240 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -3288309.750000 Penalty: 5019.104980
	Iteration 28Q: 3 clusters Score -3288310 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -3288378.750000 Penalty: 5019.104980
	Iteration 29Q: 3 clusters Score -3288379 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -3288462.250000 Penalty: 5019.104980
	Iteration 30Q: 3 clusters Score -3288462 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -3288534.500000 Penalty: 5019.104980
	Iteration 31Q: 3 clusters Score -3288534 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -3288616.500000 Penalty: 5019.104980
	Iteration 32Q: 3 clusters Score -3288616 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -3288682.750000 Penalty: 5019.104980
	Iteration 33Q: 3 clusters Score -3288683 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -3288744.750000 Penalty: 5019.104980
	Iteration 34Q: 3 clusters Score -3288745 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -3288814.000000 Penalty: 5019.104980
	Iteration 35Q: 3 clusters Score -3288814 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -3288846.500000 Penalty: 5019.104980
	Iteration 36Q: 3 clusters Score -3288846 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -3288898.500000 Penalty: 5019.104980
	Iteration 37Q: 3 clusters Score -3288898 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -3288943.500000 Penalty: 5019.104980
	Iteration 38Q: 3 clusters Score -3288944 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -3288985.750000 Penalty: 5019.104980
	Iteration 39Q: 3 clusters Score -3288986 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -3289022.000000 Penalty: 5019.104980
	Iteration 40F: 3 clusters Score -3289022 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -3289059.000000 Penalty: 5019.104980
	Iteration 41Q: 3 clusters Score -3289059 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -3289097.250000 Penalty: 5019.104980
	Iteration 42Q: 3 clusters Score -3289097 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -3289132.500000 Penalty: 5019.104980
	Iteration 43Q: 3 clusters Score -3289132 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -3289151.500000 Penalty: 5019.104980
	Iteration 44Q: 3 clusters Score -3289152 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -3289168.750000 Penalty: 5019.104980
	Iteration 45Q: 3 clusters Score -3289169 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -3289177.500000 Penalty: 5019.104980
	Iteration 46Q: 3 clusters Score -3289178 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -3289199.250000 Penalty: 5019.104980
	Iteration 47Q: 3 clusters Score -3289199 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -3289208.750000 Penalty: 5019.104980
	Iteration 48Q: 3 clusters Score -3289209 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -3289225.000000 Penalty: 5019.104980
	Iteration 49Q: 3 clusters Score -3289225 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -3289232.000000 Penalty: 5019.104980
	Iteration 50Q: 3 clusters Score -3289232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -3289241.500000 Penalty: 5019.104980
	Iteration 51Q: 3 clusters Score -3289242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -3289247.250000 Penalty: 5019.104980
	Iteration 52Q: 3 clusters Score -3289247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -3289257.500000 Penalty: 5019.104980
	Iteration 53Q: 3 clusters Score -3289258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -3289265.250000 Penalty: 5019.104980
	Iteration 54Q: 3 clusters Score -3289265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -3289272.750000 Penalty: 5019.104980
	Iteration 55Q: 3 clusters Score -3289273 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -3289274.750000 Penalty: 5019.104980
	Iteration 56Q: 3 clusters Score -3289275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -3289284.500000 Penalty: 5019.104980
	Iteration 57Q: 3 clusters Score -3289284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -3289283.750000 Penalty: 5019.104980
	Iteration 58Q: 3 clusters Score -3289284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -3289295.750000 Penalty: 5019.104980
	Iteration 59Q: 3 clusters Score -3289296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -3289308.000000 Penalty: 5019.104980
	Iteration 60F: 3 clusters Score -3289308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -3289309.000000 Penalty: 5019.104980
	Iteration 61Q: 3 clusters Score -3289309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -3289306.750000 Penalty: 5019.104980
	Iteration 62Q: 3 clusters Score -3289307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -3289304.500000 Penalty: 5019.104980
	Iteration 63Q: 3 clusters Score -3289304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -3289303.750000 Penalty: 5019.104980
	Iteration 64Q: 3 clusters Score -3289304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -3289303.000000 Penalty: 5019.104980
	Iteration 65Q: 3 clusters Score -3289303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -3289308.500000 Penalty: 5019.104980
	Iteration 66Q: 3 clusters Score -3289308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -3289310.750000 Penalty: 5019.104980
	Iteration 67Q: 3 clusters Score -3289311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -3289313.000000 Penalty: 5019.104980
	Iteration 68Q: 3 clusters Score -3289313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -3289307.250000 Penalty: 5019.104980
	Iteration 69Q: 3 clusters Score -3289307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -3289312.500000 Penalty: 5019.104980
	Iteration 70Q: 3 clusters Score -3289312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -3289314.750000 Penalty: 5019.104980
	Iteration 71Q: 3 clusters Score -3289315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -3289317.000000 Penalty: 5019.104980
	Iteration 72Q: 3 clusters Score -3289317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -3289317.500000 Penalty: 5019.104980
	Iteration 73Q: 3 clusters Score -3289318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -3289320.000000 Penalty: 5019.104980
	Iteration 74Q: 3 clusters Score -3289320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3289321.750000 Penalty: 5019.104980
	Iteration 75Q: 3 clusters Score -3289322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -3289324.750000 Penalty: 5019.104980
	Iteration 76Q: 3 clusters Score -3289325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -3289327.250000 Penalty: 5019.104980
	Iteration 77Q: 3 clusters Score -3289327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -3289325.750000 Penalty: 5019.104980
	Iteration 78Q: 3 clusters Score -3289326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -3289334.250000 Penalty: 5019.104980
	Iteration 79Q: 3 clusters Score -3289334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -3289337.250000 Penalty: 5019.104980
	Iteration 80F: 3 clusters Score -3289337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -3289345.750000 Penalty: 5019.104980
	Iteration 81Q: 3 clusters Score -3289346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -3289347.000000 Penalty: 5019.104980
	Iteration 82Q: 3 clusters Score -3289347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -3289352.000000 Penalty: 5019.104980
	Iteration 83Q: 3 clusters Score -3289352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -3289352.000000 Penalty: 5019.104980
	Iteration 84Q: 3 clusters Score -3289352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -3289354.000000 Penalty: 5019.104980
	Iteration 85Q: 3 clusters Score -3289354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -3289356.500000 Penalty: 5019.104980
	Iteration 86Q: 3 clusters Score -3289356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -3289356.500000 Penalty: 5019.104980
	Iteration 87Q: 3 clusters Score -3289356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -3289355.000000 Penalty: 5019.104980
	Iteration 88Q: 3 clusters Score -3289355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -3289358.250000 Penalty: 5019.104980
	Iteration 89Q: 3 clusters Score -3289358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -3289358.250000 Penalty: 5019.104980
	Iteration 90F: 3 clusters Score -3289358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (52220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52220 members 
Entering Unmasked Estep 
Score: -7021387.000000 Penalty: 2694.078857
	Iteration 0F: 2 clusters Score -7021387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -6986138.000000 Penalty: 5388.157715
	Iteration 0F: 3 clusters Score -6986138 nChanged 24278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -6999673.000000 Penalty: 5388.157715
	Iteration 1F: 3 clusters Score -6999673 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -7000267.500000 Penalty: 5388.157715
	Iteration 2Q: 3 clusters Score -7000268 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -7000750.500000 Penalty: 5388.157715
	Iteration 3Q: 3 clusters Score -7000750 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -7001258.000000 Penalty: 5388.157715
	Iteration 4Q: 3 clusters Score -7001258 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -7001782.500000 Penalty: 5388.157715
	Iteration 5Q: 3 clusters Score -7001782 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -7002410.000000 Penalty: 5388.157715
	Iteration 6Q: 3 clusters Score -7002410 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -7003263.500000 Penalty: 5388.157715
	Iteration 7Q: 3 clusters Score -7003264 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -7004360.000000 Penalty: 5388.157715
	Iteration 8Q: 3 clusters Score -7004360 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -7005981.500000 Penalty: 5388.157715
	Iteration 9Q: 3 clusters Score -7005982 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -7008127.000000 Penalty: 5388.157715
	Iteration 10F: 3 clusters Score -7008127 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -7010709.000000 Penalty: 5388.157715
	Iteration 11F: 3 clusters Score -7010709 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -7013494.000000 Penalty: 5388.157715
	Iteration 12F: 3 clusters Score -7013494 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -7015726.500000 Penalty: 5388.157715
	Iteration 13F: 3 clusters Score -7015726 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -7017275.000000 Penalty: 5388.157715
	Iteration 14Q: 3 clusters Score -7017275 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -7018121.000000 Penalty: 5388.157715
	Iteration 15Q: 3 clusters Score -7018121 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7018521.000000 Penalty: 5388.157715
	Iteration 16Q: 3 clusters Score -7018521 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7018755.000000 Penalty: 5388.157715
	Iteration 17Q: 3 clusters Score -7018755 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7018889.500000 Penalty: 5388.157715
	Iteration 18Q: 3 clusters Score -7018890 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7018961.000000 Penalty: 5388.157715
	Iteration 19Q: 3 clusters Score -7018961 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7019026.000000 Penalty: 5388.157715
	Iteration 20F: 3 clusters Score -7019026 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7019075.500000 Penalty: 5388.157715
	Iteration 21Q: 3 clusters Score -7019076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51639 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7019105.000000 Penalty: 5388.157715
	Iteration 22Q: 3 clusters Score -7019105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51660 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7019132.000000 Penalty: 5388.157715
	Iteration 23Q: 3 clusters Score -7019132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7019152.500000 Penalty: 5388.157715
	Iteration 24Q: 3 clusters Score -7019152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -7019163.500000 Penalty: 5388.157715
	Iteration 25Q: 3 clusters Score -7019164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7019173.000000 Penalty: 5388.157715
	Iteration 26Q: 3 clusters Score -7019173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7019182.000000 Penalty: 5388.157715
	Iteration 27Q: 3 clusters Score -7019182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7019185.500000 Penalty: 5388.157715
	Iteration 28Q: 3 clusters Score -7019186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51704 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7019190.500000 Penalty: 5388.157715
	Iteration 29Q: 3 clusters Score -7019190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51703 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7019195.000000 Penalty: 5388.157715
	Iteration 30Q: 3 clusters Score -7019195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7019192.500000 Penalty: 5388.157715
	Iteration 31Q: 3 clusters Score -7019192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51706 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7019189.000000 Penalty: 5388.157715
	Iteration 32Q: 3 clusters Score -7019189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51706 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7019196.500000 Penalty: 5388.157715
	Iteration 33Q: 3 clusters Score -7019196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51706 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7019196.500000 Penalty: 5388.157715
	Iteration 34F: 3 clusters Score -7019196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (158707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158707 members 
Entering Unmasked Estep 
Score: -21146162.000000 Penalty: 2969.754150
	Iteration 0F: 2 clusters Score -2.114616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79266 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -21042786.000000 Penalty: 5939.508301
	Iteration 0F: 3 clusters Score -2.104279e+07 nChanged 75964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78400 members 
Mstep: Class 2 contains 80307 members 
Entering Unmasked Estep 
Score: -21087632.000000 Penalty: 5939.508301
	Iteration 1F: 3 clusters Score -2.108763e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77976 members 
Mstep: Class 2 contains 80731 members 
Entering Unmasked Estep 
Score: -21089566.000000 Penalty: 5939.508301
	Iteration 2Q: 3 clusters Score -2.108957e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77330 members 
Mstep: Class 2 contains 81377 members 
Entering Unmasked Estep 
Score: -21092314.000000 Penalty: 5939.508301
	Iteration 3Q: 3 clusters Score -2.109231e+07 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76298 members 
Mstep: Class 2 contains 82409 members 
Entering Unmasked Estep 
Score: -21096676.000000 Penalty: 5939.508301
	Iteration 4F: 3 clusters Score -2.109668e+07 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75101 members 
Mstep: Class 2 contains 83606 members 
Entering Unmasked Estep 
Score: -21103050.000000 Penalty: 5939.508301
	Iteration 5F: 3 clusters Score -2.110305e+07 nChanged 10806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74093 members 
Mstep: Class 2 contains 84614 members 
Entering Unmasked Estep 
Score: -21111222.000000 Penalty: 5939.508301
	Iteration 6F: 3 clusters Score -2.111122e+07 nChanged 10781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73434 members 
Mstep: Class 2 contains 85273 members 
Entering Unmasked Estep 
Score: -21118842.000000 Penalty: 5939.508301
	Iteration 7F: 3 clusters Score -2.111884e+07 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73059 members 
Mstep: Class 2 contains 85648 members 
Entering Unmasked Estep 
Score: -21122614.000000 Penalty: 5939.508301
	Iteration 8F: 3 clusters Score -2.112261e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72909 members 
Mstep: Class 2 contains 85798 members 
Entering Unmasked Estep 
Score: -21123890.000000 Penalty: 5939.508301
	Iteration 9Q: 3 clusters Score -2.112389e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72740 members 
Mstep: Class 2 contains 85967 members 
Entering Unmasked Estep 
Score: -21124280.000000 Penalty: 5939.508301
	Iteration 10Q: 3 clusters Score -2.112428e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72560 members 
Mstep: Class 2 contains 86147 members 
Entering Unmasked Estep 
Score: -21124614.000000 Penalty: 5939.508301
	Iteration 11Q: 3 clusters Score -2.112461e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72313 members 
Mstep: Class 2 contains 86394 members 
Entering Unmasked Estep 
Score: -21124884.000000 Penalty: 5939.508301
	Iteration 12Q: 3 clusters Score -2.112488e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72032 members 
Mstep: Class 2 contains 86675 members 
Entering Unmasked Estep 
Score: -21125050.000000 Penalty: 5939.508301
	Iteration 13Q: 3 clusters Score -2.112505e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71751 members 
Mstep: Class 2 contains 86956 members 
Entering Unmasked Estep 
Score: -21125234.000000 Penalty: 5939.508301
	Iteration 14Q: 3 clusters Score -2.112523e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71488 members 
Mstep: Class 2 contains 87219 members 
Entering Unmasked Estep 
Score: -21125546.000000 Penalty: 5939.508301
	Iteration 15Q: 3 clusters Score -2.112555e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71238 members 
Mstep: Class 2 contains 87469 members 
Entering Unmasked Estep 
Score: -21125690.000000 Penalty: 5939.508301
	Iteration 16Q: 3 clusters Score -2.112569e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71015 members 
Mstep: Class 2 contains 87692 members 
Entering Unmasked Estep 
Score: -21125876.000000 Penalty: 5939.508301
	Iteration 17Q: 3 clusters Score -2.112588e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70760 members 
Mstep: Class 2 contains 87947 members 
Entering Unmasked Estep 
Score: -21125942.000000 Penalty: 5939.508301
	Iteration 18Q: 3 clusters Score -2.112594e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70530 members 
Mstep: Class 2 contains 88177 members 
Entering Unmasked Estep 
Score: -21126100.000000 Penalty: 5939.508301
	Iteration 19Q: 3 clusters Score -2.11261e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70335 members 
Mstep: Class 2 contains 88372 members 
Entering Unmasked Estep 
Score: -21126406.000000 Penalty: 5939.508301
	Iteration 20F: 3 clusters Score -2.112641e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70051 members 
Mstep: Class 2 contains 88656 members 
Entering Unmasked Estep 
Score: -21126618.000000 Penalty: 5939.508301
	Iteration 21Q: 3 clusters Score -2.112662e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69758 members 
Mstep: Class 2 contains 88949 members 
Entering Unmasked Estep 
Score: -21126876.000000 Penalty: 5939.508301
	Iteration 22Q: 3 clusters Score -2.112688e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69456 members 
Mstep: Class 2 contains 89251 members 
Entering Unmasked Estep 
Score: -21127158.000000 Penalty: 5939.508301
	Iteration 23Q: 3 clusters Score -2.112716e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69180 members 
Mstep: Class 2 contains 89527 members 
Entering Unmasked Estep 
Score: -21127312.000000 Penalty: 5939.508301
	Iteration 24Q: 3 clusters Score -2.112731e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68875 members 
Mstep: Class 2 contains 89832 members 
Entering Unmasked Estep 
Score: -21127576.000000 Penalty: 5939.508301
	Iteration 25Q: 3 clusters Score -2.112758e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68638 members 
Mstep: Class 2 contains 90069 members 
Entering Unmasked Estep 
Score: -21127736.000000 Penalty: 5939.508301
	Iteration 26Q: 3 clusters Score -2.112774e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68369 members 
Mstep: Class 2 contains 90338 members 
Entering Unmasked Estep 
Score: -21128050.000000 Penalty: 5939.508301
	Iteration 27Q: 3 clusters Score -2.112805e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68146 members 
Mstep: Class 2 contains 90561 members 
Entering Unmasked Estep 
Score: -21128296.000000 Penalty: 5939.508301
	Iteration 28Q: 3 clusters Score -2.11283e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68036 members 
Mstep: Class 2 contains 90671 members 
Entering Unmasked Estep 
Score: -21128598.000000 Penalty: 5939.508301
	Iteration 29Q: 3 clusters Score -2.11286e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67995 members 
Mstep: Class 2 contains 90712 members 
Entering Unmasked Estep 
Score: -21128842.000000 Penalty: 5939.508301
	Iteration 30Q: 3 clusters Score -2.112884e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68006 members 
Mstep: Class 2 contains 90701 members 
Entering Unmasked Estep 
Score: -21128938.000000 Penalty: 5939.508301
	Iteration 31Q: 3 clusters Score -2.112894e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68033 members 
Mstep: Class 2 contains 90674 members 
Entering Unmasked Estep 
Score: -21129024.000000 Penalty: 5939.508301
	Iteration 32Q: 3 clusters Score -2.112902e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68131 members 
Mstep: Class 2 contains 90576 members 
Entering Unmasked Estep 
Score: -21129320.000000 Penalty: 5939.508301
	Iteration 33Q: 3 clusters Score -2.112932e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68289 members 
Mstep: Class 2 contains 90418 members 
Entering Unmasked Estep 
Score: -21129428.000000 Penalty: 5939.508301
	Iteration 34Q: 3 clusters Score -2.112943e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68512 members 
Mstep: Class 2 contains 90195 members 
Entering Unmasked Estep 
Score: -21129530.000000 Penalty: 5939.508301
	Iteration 35Q: 3 clusters Score -2.112953e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68761 members 
Mstep: Class 2 contains 89946 members 
Entering Unmasked Estep 
Score: -21129630.000000 Penalty: 5939.508301
	Iteration 36Q: 3 clusters Score -2.112963e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69020 members 
Mstep: Class 2 contains 89687 members 
Entering Unmasked Estep 
Score: -21129758.000000 Penalty: 5939.508301
	Iteration 37Q: 3 clusters Score -2.112976e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69272 members 
Mstep: Class 2 contains 89435 members 
Entering Unmasked Estep 
Score: -21129808.000000 Penalty: 5939.508301
	Iteration 38Q: 3 clusters Score -2.112981e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69520 members 
Mstep: Class 2 contains 89187 members 
Entering Unmasked Estep 
Score: -21129868.000000 Penalty: 5939.508301
	Iteration 39Q: 3 clusters Score -2.112987e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 88893 members 
Entering Unmasked Estep 
Score: -21129972.000000 Penalty: 5939.508301
	Iteration 40F: 3 clusters Score -2.112997e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70160 members 
Mstep: Class 2 contains 88547 members 
Entering Unmasked Estep 
Score: -21129994.000000 Penalty: 5939.508301
	Iteration 41Q: 3 clusters Score -2.112999e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70497 members 
Mstep: Class 2 contains 88210 members 
Entering Unmasked Estep 
Score: -21130060.000000 Penalty: 5939.508301
	Iteration 42Q: 3 clusters Score -2.113006e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70868 members 
Mstep: Class 2 contains 87839 members 
Entering Unmasked Estep 
Score: -21130098.000000 Penalty: 5939.508301
	Iteration 43Q: 3 clusters Score -2.11301e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71228 members 
Mstep: Class 2 contains 87479 members 
Entering Unmasked Estep 
Score: -21130088.000000 Penalty: 5939.508301
	Iteration 44Q: 3 clusters Score -2.113009e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71634 members 
Mstep: Class 2 contains 87073 members 
Entering Unmasked Estep 
Score: -21130100.000000 Penalty: 5939.508301
	Iteration 45Q: 3 clusters Score -2.11301e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72017 members 
Mstep: Class 2 contains 86690 members 
Entering Unmasked Estep 
Score: -21130134.000000 Penalty: 5939.508301
	Iteration 46Q: 3 clusters Score -2.113013e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72416 members 
Mstep: Class 2 contains 86291 members 
Entering Unmasked Estep 
Score: -21130230.000000 Penalty: 5939.508301
	Iteration 47Q: 3 clusters Score -2.113023e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72795 members 
Mstep: Class 2 contains 85912 members 
Entering Unmasked Estep 
Score: -21130236.000000 Penalty: 5939.508301
	Iteration 48Q: 3 clusters Score -2.113024e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73204 members 
Mstep: Class 2 contains 85503 members 
Entering Unmasked Estep 
Score: -21130232.000000 Penalty: 5939.508301
	Iteration 49Q: 3 clusters Score -2.113023e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73620 members 
Mstep: Class 2 contains 85087 members 
Entering Unmasked Estep 
Score: -21130190.000000 Penalty: 5939.508301
	Iteration 50Q: 3 clusters Score -2.113019e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73998 members 
Mstep: Class 2 contains 84709 members 
Entering Unmasked Estep 
Score: -21130228.000000 Penalty: 5939.508301
	Iteration 51Q: 3 clusters Score -2.113023e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74373 members 
Mstep: Class 2 contains 84334 members 
Entering Unmasked Estep 
Score: -21130216.000000 Penalty: 5939.508301
	Iteration 52Q: 3 clusters Score -2.113022e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 83949 members 
Entering Unmasked Estep 
Score: -21130210.000000 Penalty: 5939.508301
	Iteration 53Q: 3 clusters Score -2.113021e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75133 members 
Mstep: Class 2 contains 83574 members 
Entering Unmasked Estep 
Score: -21130256.000000 Penalty: 5939.508301
	Iteration 54Q: 3 clusters Score -2.113026e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75476 members 
Mstep: Class 2 contains 83231 members 
Entering Unmasked Estep 
Score: -21130294.000000 Penalty: 5939.508301
	Iteration 55Q: 3 clusters Score -2.113029e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75793 members 
Mstep: Class 2 contains 82914 members 
Entering Unmasked Estep 
Score: -21130308.000000 Penalty: 5939.508301
	Iteration 56Q: 3 clusters Score -2.113031e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76110 members 
Mstep: Class 2 contains 82597 members 
Entering Unmasked Estep 
Score: -21130296.000000 Penalty: 5939.508301
	Iteration 57Q: 3 clusters Score -2.11303e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76409 members 
Mstep: Class 2 contains 82298 members 
Entering Unmasked Estep 
Score: -21130330.000000 Penalty: 5939.508301
	Iteration 58Q: 3 clusters Score -2.113033e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76681 members 
Mstep: Class 2 contains 82026 members 
Entering Unmasked Estep 
Score: -21130320.000000 Penalty: 5939.508301
	Iteration 59Q: 3 clusters Score -2.113032e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76954 members 
Mstep: Class 2 contains 81753 members 
Entering Unmasked Estep 
Score: -21130348.000000 Penalty: 5939.508301
	Iteration 60F: 3 clusters Score -2.113035e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77209 members 
Mstep: Class 2 contains 81498 members 
Entering Unmasked Estep 
Score: -21130328.000000 Penalty: 5939.508301
	Iteration 61Q: 3 clusters Score -2.113033e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77486 members 
Mstep: Class 2 contains 81221 members 
Entering Unmasked Estep 
Score: -21130312.000000 Penalty: 5939.508301
	Iteration 62Q: 3 clusters Score -2.113031e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77755 members 
Mstep: Class 2 contains 80952 members 
Entering Unmasked Estep 
Score: -21130314.000000 Penalty: 5939.508301
	Iteration 63Q: 3 clusters Score -2.113031e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78034 members 
Mstep: Class 2 contains 80673 members 
Entering Unmasked Estep 
Score: -21130306.000000 Penalty: 5939.508301
	Iteration 64Q: 3 clusters Score -2.113031e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78311 members 
Mstep: Class 2 contains 80396 members 
Entering Unmasked Estep 
Score: -21130302.000000 Penalty: 5939.508301
	Iteration 65Q: 3 clusters Score -2.11303e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78544 members 
Mstep: Class 2 contains 80163 members 
Entering Unmasked Estep 
Score: -21130282.000000 Penalty: 5939.508301
	Iteration 66Q: 3 clusters Score -2.113028e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78780 members 
Mstep: Class 2 contains 79927 members 
Entering Unmasked Estep 
Score: -21130278.000000 Penalty: 5939.508301
	Iteration 67Q: 3 clusters Score -2.113028e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79033 members 
Mstep: Class 2 contains 79674 members 
Entering Unmasked Estep 
Score: -21130316.000000 Penalty: 5939.508301
	Iteration 68Q: 3 clusters Score -2.113032e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79284 members 
Mstep: Class 2 contains 79423 members 
Entering Unmasked Estep 
Score: -21130264.000000 Penalty: 5939.508301
	Iteration 69Q: 3 clusters Score -2.113026e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79516 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -21130258.000000 Penalty: 5939.508301
	Iteration 70Q: 3 clusters Score -2.113026e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79772 members 
Mstep: Class 2 contains 78935 members 
Entering Unmasked Estep 
Score: -21130244.000000 Penalty: 5939.508301
	Iteration 71Q: 3 clusters Score -2.113024e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80016 members 
Mstep: Class 2 contains 78691 members 
Entering Unmasked Estep 
Score: -21130254.000000 Penalty: 5939.508301
	Iteration 72Q: 3 clusters Score -2.113025e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80265 members 
Mstep: Class 2 contains 78442 members 
Entering Unmasked Estep 
Score: -21130268.000000 Penalty: 5939.508301
	Iteration 73Q: 3 clusters Score -2.113027e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80505 members 
Mstep: Class 2 contains 78202 members 
Entering Unmasked Estep 
Score: -21130314.000000 Penalty: 5939.508301
	Iteration 74Q: 3 clusters Score -2.113031e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80793 members 
Mstep: Class 2 contains 77914 members 
Entering Unmasked Estep 
Score: -21130316.000000 Penalty: 5939.508301
	Iteration 75Q: 3 clusters Score -2.113032e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81103 members 
Mstep: Class 2 contains 77604 members 
Entering Unmasked Estep 
Score: -21130268.000000 Penalty: 5939.508301
	Iteration 76Q: 3 clusters Score -2.113027e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81434 members 
Mstep: Class 2 contains 77273 members 
Entering Unmasked Estep 
Score: -21130264.000000 Penalty: 5939.508301
	Iteration 77Q: 3 clusters Score -2.113026e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81760 members 
Mstep: Class 2 contains 76947 members 
Entering Unmasked Estep 
Score: -21130240.000000 Penalty: 5939.508301
	Iteration 78Q: 3 clusters Score -2.113024e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82075 members 
Mstep: Class 2 contains 76632 members 
Entering Unmasked Estep 
Score: -21130234.000000 Penalty: 5939.508301
	Iteration 79Q: 3 clusters Score -2.113023e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82344 members 
Mstep: Class 2 contains 76363 members 
Entering Unmasked Estep 
Score: -21130270.000000 Penalty: 5939.508301
	Iteration 80F: 3 clusters Score -2.113027e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82631 members 
Mstep: Class 2 contains 76076 members 
Entering Unmasked Estep 
Score: -21130254.000000 Penalty: 5939.508301
	Iteration 81Q: 3 clusters Score -2.113025e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82919 members 
Mstep: Class 2 contains 75788 members 
Entering Unmasked Estep 
Score: -21130258.000000 Penalty: 5939.508301
	Iteration 82Q: 3 clusters Score -2.113026e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83217 members 
Mstep: Class 2 contains 75490 members 
Entering Unmasked Estep 
Score: -21130238.000000 Penalty: 5939.508301
	Iteration 83Q: 3 clusters Score -2.113024e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83508 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -21130276.000000 Penalty: 5939.508301
	Iteration 84Q: 3 clusters Score -2.113028e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83791 members 
Mstep: Class 2 contains 74916 members 
Entering Unmasked Estep 
Score: -21130338.000000 Penalty: 5939.508301
	Iteration 85Q: 3 clusters Score -2.113034e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84087 members 
Mstep: Class 2 contains 74620 members 
Entering Unmasked Estep 
Score: -21130350.000000 Penalty: 5939.508301
	Iteration 86Q: 3 clusters Score -2.113035e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84386 members 
Mstep: Class 2 contains 74321 members 
Entering Unmasked Estep 
Score: -21130378.000000 Penalty: 5939.508301
	Iteration 87Q: 3 clusters Score -2.113038e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84690 members 
Mstep: Class 2 contains 74017 members 
Entering Unmasked Estep 
Score: -21130322.000000 Penalty: 5939.508301
	Iteration 88Q: 3 clusters Score -2.113032e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84980 members 
Mstep: Class 2 contains 73727 members 
Entering Unmasked Estep 
Score: -21130316.000000 Penalty: 5939.508301
	Iteration 89Q: 3 clusters Score -2.113032e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85295 members 
Mstep: Class 2 contains 73412 members 
Entering Unmasked Estep 
Score: -21130348.000000 Penalty: 5939.508301
	Iteration 90Q: 3 clusters Score -2.113035e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85600 members 
Mstep: Class 2 contains 73107 members 
Entering Unmasked Estep 
Score: -21130318.000000 Penalty: 5939.508301
	Iteration 91Q: 3 clusters Score -2.113032e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85946 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -21130372.000000 Penalty: 5939.508301
	Iteration 92Q: 3 clusters Score -2.113037e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86296 members 
Mstep: Class 2 contains 72411 members 
Entering Unmasked Estep 
Score: -21130428.000000 Penalty: 5939.508301
	Iteration 93Q: 3 clusters Score -2.113043e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86663 members 
Mstep: Class 2 contains 72044 members 
Entering Unmasked Estep 
Score: -21130402.000000 Penalty: 5939.508301
	Iteration 94Q: 3 clusters Score -2.11304e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87049 members 
Mstep: Class 2 contains 71658 members 
Entering Unmasked Estep 
Score: -21130400.000000 Penalty: 5939.508301
	Iteration 95Q: 3 clusters Score -2.11304e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87437 members 
Mstep: Class 2 contains 71270 members 
Entering Unmasked Estep 
Score: -21130412.000000 Penalty: 5939.508301
	Iteration 96Q: 3 clusters Score -2.113041e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87898 members 
Mstep: Class 2 contains 70809 members 
Entering Unmasked Estep 
Score: -21130472.000000 Penalty: 5939.508301
	Iteration 97Q: 3 clusters Score -2.113047e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88381 members 
Mstep: Class 2 contains 70326 members 
Entering Unmasked Estep 
Score: -21130476.000000 Penalty: 5939.508301
	Iteration 98Q: 3 clusters Score -2.113048e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88856 members 
Mstep: Class 2 contains 69851 members 
Entering Unmasked Estep 
Score: -21130480.000000 Penalty: 5939.508301
	Iteration 99Q: 3 clusters Score -2.113048e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89370 members 
Mstep: Class 2 contains 69337 members 
Entering Unmasked Estep 
Score: -21130476.000000 Penalty: 5939.508301
	Iteration 100F: 3 clusters Score -2.113048e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89893 members 
Mstep: Class 2 contains 68814 members 
Entering Unmasked Estep 
Score: -21130508.000000 Penalty: 5939.508301
	Iteration 101Q: 3 clusters Score -2.113051e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90440 members 
Mstep: Class 2 contains 68267 members 
Entering Unmasked Estep 
Score: -21130492.000000 Penalty: 5939.508301
	Iteration 102Q: 3 clusters Score -2.113049e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90970 members 
Mstep: Class 2 contains 67737 members 
Entering Unmasked Estep 
Score: -21130470.000000 Penalty: 5939.508301
	Iteration 103Q: 3 clusters Score -2.113047e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91521 members 
Mstep: Class 2 contains 67186 members 
Entering Unmasked Estep 
Score: -21130450.000000 Penalty: 5939.508301
	Iteration 104Q: 3 clusters Score -2.113045e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92056 members 
Mstep: Class 2 contains 66651 members 
Entering Unmasked Estep 
Score: -21130520.000000 Penalty: 5939.508301
	Iteration 105Q: 3 clusters Score -2.113052e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92604 members 
Mstep: Class 2 contains 66103 members 
Entering Unmasked Estep 
Score: -21130466.000000 Penalty: 5939.508301
	Iteration 106Q: 3 clusters Score -2.113047e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93164 members 
Mstep: Class 2 contains 65543 members 
Entering Unmasked Estep 
Score: -21130416.000000 Penalty: 5939.508301
	Iteration 107Q: 3 clusters Score -2.113042e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93722 members 
Mstep: Class 2 contains 64985 members 
Entering Unmasked Estep 
Score: -21130460.000000 Penalty: 5939.508301
	Iteration 108Q: 3 clusters Score -2.113046e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94317 members 
Mstep: Class 2 contains 64390 members 
Entering Unmasked Estep 
Score: -21130378.000000 Penalty: 5939.508301
	Iteration 109Q: 3 clusters Score -2.113038e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94969 members 
Mstep: Class 2 contains 63738 members 
Entering Unmasked Estep 
Score: -21130374.000000 Penalty: 5939.508301
	Iteration 110Q: 3 clusters Score -2.113037e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95695 members 
Mstep: Class 2 contains 63012 members 
Entering Unmasked Estep 
Score: -21130358.000000 Penalty: 5939.508301
	Iteration 111Q: 3 clusters Score -2.113036e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96426 members 
Mstep: Class 2 contains 62281 members 
Entering Unmasked Estep 
Score: -21130372.000000 Penalty: 5939.508301
	Iteration 112Q: 3 clusters Score -2.113037e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97198 members 
Mstep: Class 2 contains 61509 members 
Entering Unmasked Estep 
Score: -21130430.000000 Penalty: 5939.508301
	Iteration 113Q: 3 clusters Score -2.113043e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98066 members 
Mstep: Class 2 contains 60641 members 
Entering Unmasked Estep 
Score: -21130498.000000 Penalty: 5939.508301
	Iteration 114Q: 3 clusters Score -2.11305e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98993 members 
Mstep: Class 2 contains 59714 members 
Entering Unmasked Estep 
Score: -21130492.000000 Penalty: 5939.508301
	Iteration 115Q: 3 clusters Score -2.113049e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99943 members 
Mstep: Class 2 contains 58764 members 
Entering Unmasked Estep 
Score: -21130422.000000 Penalty: 5939.508301
	Iteration 116Q: 3 clusters Score -2.113042e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100888 members 
Mstep: Class 2 contains 57819 members 
Entering Unmasked Estep 
Score: -21130506.000000 Penalty: 5939.508301
	Iteration 117Q: 3 clusters Score -2.113051e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101855 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -21130560.000000 Penalty: 5939.508301
	Iteration 118Q: 3 clusters Score -2.113056e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102832 members 
Mstep: Class 2 contains 55875 members 
Entering Unmasked Estep 
Score: -21130738.000000 Penalty: 5939.508301
	Iteration 119Q: 3 clusters Score -2.113074e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103833 members 
Mstep: Class 2 contains 54874 members 
Entering Unmasked Estep 
Score: -21130844.000000 Penalty: 5939.508301
	Iteration 120F: 3 clusters Score -2.113084e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104873 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -21130816.000000 Penalty: 5939.508301
	Iteration 121Q: 3 clusters Score -2.113082e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105939 members 
Mstep: Class 2 contains 52768 members 
Entering Unmasked Estep 
Score: -21130836.000000 Penalty: 5939.508301
	Iteration 122Q: 3 clusters Score -2.113084e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107028 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -21130948.000000 Penalty: 5939.508301
	Iteration 123Q: 3 clusters Score -2.113095e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108082 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -21131040.000000 Penalty: 5939.508301
	Iteration 124Q: 3 clusters Score -2.113104e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109179 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -21131114.000000 Penalty: 5939.508301
	Iteration 125Q: 3 clusters Score -2.113111e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110350 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -21131202.000000 Penalty: 5939.508301
	Iteration 126Q: 3 clusters Score -2.11312e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111507 members 
Mstep: Class 2 contains 47200 members 
Entering Unmasked Estep 
Score: -21131262.000000 Penalty: 5939.508301
	Iteration 127Q: 3 clusters Score -2.113126e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112699 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -21131340.000000 Penalty: 5939.508301
	Iteration 128Q: 3 clusters Score -2.113134e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113889 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -21131508.000000 Penalty: 5939.508301
	Iteration 129Q: 3 clusters Score -2.113151e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115141 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -21131708.000000 Penalty: 5939.508301
	Iteration 130Q: 3 clusters Score -2.113171e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116428 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -21131858.000000 Penalty: 5939.508301
	Iteration 131Q: 3 clusters Score -2.113186e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117746 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -21132128.000000 Penalty: 5939.508301
	Iteration 132Q: 3 clusters Score -2.113213e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119166 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -21132274.000000 Penalty: 5939.508301
	Iteration 133Q: 3 clusters Score -2.113227e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120590 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -21132554.000000 Penalty: 5939.508301
	Iteration 134Q: 3 clusters Score -2.113255e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122003 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -21132740.000000 Penalty: 5939.508301
	Iteration 135Q: 3 clusters Score -2.113274e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123427 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -21133026.000000 Penalty: 5939.508301
	Iteration 136Q: 3 clusters Score -2.113303e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124784 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -21133306.000000 Penalty: 5939.508301
	Iteration 137Q: 3 clusters Score -2.113331e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126246 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -21133602.000000 Penalty: 5939.508301
	Iteration 138Q: 3 clusters Score -2.11336e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127738 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -21133874.000000 Penalty: 5939.508301
	Iteration 139Q: 3 clusters Score -2.113387e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129274 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -21134214.000000 Penalty: 5939.508301
	Iteration 140F: 3 clusters Score -2.113421e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130841 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -21134546.000000 Penalty: 5939.508301
	Iteration 141Q: 3 clusters Score -2.113455e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132485 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -21134904.000000 Penalty: 5939.508301
	Iteration 142Q: 3 clusters Score -2.11349e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134080 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -21135260.000000 Penalty: 5939.508301
	Iteration 143Q: 3 clusters Score -2.113526e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135641 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -21135594.000000 Penalty: 5939.508301
	Iteration 144Q: 3 clusters Score -2.113559e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137227 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -21136062.000000 Penalty: 5939.508301
	Iteration 145Q: 3 clusters Score -2.113606e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138798 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -21136452.000000 Penalty: 5939.508301
	Iteration 146Q: 3 clusters Score -2.113645e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140371 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -21136912.000000 Penalty: 5939.508301
	Iteration 147Q: 3 clusters Score -2.113691e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141933 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -21137476.000000 Penalty: 5939.508301
	Iteration 148Q: 3 clusters Score -2.113748e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143415 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -21138130.000000 Penalty: 5939.508301
	Iteration 149Q: 3 clusters Score -2.113813e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144767 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -21138744.000000 Penalty: 5939.508301
	Iteration 150Q: 3 clusters Score -2.113874e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146051 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -21139322.000000 Penalty: 5939.508301
	Iteration 151Q: 3 clusters Score -2.113932e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147274 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -21139892.000000 Penalty: 5939.508301
	Iteration 152Q: 3 clusters Score -2.113989e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148420 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -21140410.000000 Penalty: 5939.508301
	Iteration 153Q: 3 clusters Score -2.114041e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149521 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -21140882.000000 Penalty: 5939.508301
	Iteration 154Q: 3 clusters Score -2.114088e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150523 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -21141188.000000 Penalty: 5939.508301
	Iteration 155Q: 3 clusters Score -2.114119e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151443 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -21141470.000000 Penalty: 5939.508301
	Iteration 156Q: 3 clusters Score -2.114147e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152248 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -21141788.000000 Penalty: 5939.508301
	Iteration 157Q: 3 clusters Score -2.114179e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152927 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -21142146.000000 Penalty: 5939.508301
	Iteration 158Q: 3 clusters Score -2.114215e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153542 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -21142456.000000 Penalty: 5939.508301
	Iteration 159Q: 3 clusters Score -2.114246e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154115 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -21142624.000000 Penalty: 5939.508301
	Iteration 160F: 3 clusters Score -2.114262e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154615 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -21142868.000000 Penalty: 5939.508301
	Iteration 161Q: 3 clusters Score -2.114287e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155002 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -21142980.000000 Penalty: 5939.508301
	Iteration 162Q: 3 clusters Score -2.114298e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155324 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -21143166.000000 Penalty: 5939.508301
	Iteration 163Q: 3 clusters Score -2.114317e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155589 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -21143190.000000 Penalty: 5939.508301
	Iteration 164Q: 3 clusters Score -2.114319e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155858 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -21143274.000000 Penalty: 5939.508301
	Iteration 165Q: 3 clusters Score -2.114327e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156071 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -21143354.000000 Penalty: 5939.508301
	Iteration 166Q: 3 clusters Score -2.114335e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156250 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -21143418.000000 Penalty: 5939.508301
	Iteration 167Q: 3 clusters Score -2.114342e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156411 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -21143472.000000 Penalty: 5939.508301
	Iteration 168Q: 3 clusters Score -2.114347e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156560 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -21143532.000000 Penalty: 5939.508301
	Iteration 169Q: 3 clusters Score -2.114353e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156681 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -21143580.000000 Penalty: 5939.508301
	Iteration 170Q: 3 clusters Score -2.114358e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156773 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -21143602.000000 Penalty: 5939.508301
	Iteration 171Q: 3 clusters Score -2.11436e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156852 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -21143664.000000 Penalty: 5939.508301
	Iteration 172Q: 3 clusters Score -2.114366e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156899 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -21143660.000000 Penalty: 5939.508301
	Iteration 173Q: 3 clusters Score -2.114366e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156945 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -21143676.000000 Penalty: 5939.508301
	Iteration 174Q: 3 clusters Score -2.114368e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156991 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -21143686.000000 Penalty: 5939.508301
	Iteration 175Q: 3 clusters Score -2.114369e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157029 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -21143720.000000 Penalty: 5939.508301
	Iteration 176Q: 3 clusters Score -2.114372e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157071 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -21143774.000000 Penalty: 5939.508301
	Iteration 177Q: 3 clusters Score -2.114377e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157116 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -21143786.000000 Penalty: 5939.508301
	Iteration 178Q: 3 clusters Score -2.114379e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157162 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -21143820.000000 Penalty: 5939.508301
	Iteration 179Q: 3 clusters Score -2.114382e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157198 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -21143826.000000 Penalty: 5939.508301
	Iteration 180F: 3 clusters Score -2.114383e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157217 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -21143824.000000 Penalty: 5939.508301
	Iteration 181Q: 3 clusters Score -2.114382e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157234 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -21143830.000000 Penalty: 5939.508301
	Iteration 182Q: 3 clusters Score -2.114383e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157252 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -21143872.000000 Penalty: 5939.508301
	Iteration 183Q: 3 clusters Score -2.114387e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157264 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -21143860.000000 Penalty: 5939.508301
	Iteration 184Q: 3 clusters Score -2.114386e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157282 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -21143870.000000 Penalty: 5939.508301
	Iteration 185Q: 3 clusters Score -2.114387e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157295 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -21143876.000000 Penalty: 5939.508301
	Iteration 186Q: 3 clusters Score -2.114388e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157311 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -21143874.000000 Penalty: 5939.508301
	Iteration 187Q: 3 clusters Score -2.114387e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157321 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -21143866.000000 Penalty: 5939.508301
	Iteration 188Q: 3 clusters Score -2.114387e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157329 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -21143880.000000 Penalty: 5939.508301
	Iteration 189Q: 3 clusters Score -2.114388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157335 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -21143880.000000 Penalty: 5939.508301
	Iteration 190Q: 3 clusters Score -2.114388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157339 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -21143882.000000 Penalty: 5939.508301
	Iteration 191Q: 3 clusters Score -2.114388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157345 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -21143882.000000 Penalty: 5939.508301
	Iteration 192Q: 3 clusters Score -2.114388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157346 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -21143898.000000 Penalty: 5939.508301
	Iteration 193Q: 3 clusters Score -2.11439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157347 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -21143898.000000 Penalty: 5939.508301
	Iteration 194Q: 3 clusters Score -2.11439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157347 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -21143894.000000 Penalty: 5939.508301
	Iteration 195Q: 3 clusters Score -2.114389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157348 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -21143898.000000 Penalty: 5939.508301
	Iteration 196Q: 3 clusters Score -2.11439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157349 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -21143880.000000 Penalty: 5939.508301
	Iteration 197Q: 3 clusters Score -2.114388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157349 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -21143880.000000 Penalty: 5939.508301
	Iteration 198F: 3 clusters Score -2.114388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (81072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81072 members 
Entering Unmasked Estep 
Score: -10503461.000000 Penalty: 2803.166992
	Iteration 0F: 2 clusters Score -1.050346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -10449139.000000 Penalty: 5606.333984
	Iteration 0F: 3 clusters Score -1.044914e+07 nChanged 38138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -10470993.000000 Penalty: 5606.333984
	Iteration 1F: 3 clusters Score -1.047099e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -10472012.000000 Penalty: 5606.333984
	Iteration 2Q: 3 clusters Score -1.047201e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -10473489.000000 Penalty: 5606.333984
	Iteration 3Q: 3 clusters Score -1.047349e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -10475760.000000 Penalty: 5606.333984
	Iteration 4F: 3 clusters Score -1.047576e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -10479021.000000 Penalty: 5606.333984
	Iteration 5F: 3 clusters Score -1.047902e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -10482798.000000 Penalty: 5606.333984
	Iteration 6F: 3 clusters Score -1.04828e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54767 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -10486679.000000 Penalty: 5606.333984
	Iteration 7F: 3 clusters Score -1.048668e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -10489887.000000 Penalty: 5606.333984
	Iteration 8F: 3 clusters Score -1.048989e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -10492279.000000 Penalty: 5606.333984
	Iteration 9Q: 3 clusters Score -1.049228e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63917 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -10493897.000000 Penalty: 5606.333984
	Iteration 10Q: 3 clusters Score -1.04939e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66603 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -10495272.000000 Penalty: 5606.333984
	Iteration 11Q: 3 clusters Score -1.049527e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69079 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -10496530.000000 Penalty: 5606.333984
	Iteration 12Q: 3 clusters Score -1.049653e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71282 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -10497578.000000 Penalty: 5606.333984
	Iteration 13Q: 3 clusters Score -1.049758e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73196 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -10498483.000000 Penalty: 5606.333984
	Iteration 14Q: 3 clusters Score -1.049848e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74742 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -10499192.000000 Penalty: 5606.333984
	Iteration 15Q: 3 clusters Score -1.049919e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75979 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -10499633.000000 Penalty: 5606.333984
	Iteration 16Q: 3 clusters Score -1.049963e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76899 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -10499984.000000 Penalty: 5606.333984
	Iteration 17Q: 3 clusters Score -1.049998e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77577 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -10500279.000000 Penalty: 5606.333984
	Iteration 18Q: 3 clusters Score -1.050028e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78092 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -10500512.000000 Penalty: 5606.333984
	Iteration 19Q: 3 clusters Score -1.050051e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78473 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -10500677.000000 Penalty: 5606.333984
	Iteration 20F: 3 clusters Score -1.050068e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78782 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -10500812.000000 Penalty: 5606.333984
	Iteration 21Q: 3 clusters Score -1.050081e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79012 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -10500924.000000 Penalty: 5606.333984
	Iteration 22Q: 3 clusters Score -1.050092e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79187 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -10500993.000000 Penalty: 5606.333984
	Iteration 23Q: 3 clusters Score -1.050099e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79330 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -10501048.000000 Penalty: 5606.333984
	Iteration 24Q: 3 clusters Score -1.050105e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79417 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -10501076.000000 Penalty: 5606.333984
	Iteration 25Q: 3 clusters Score -1.050108e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79497 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -10501100.000000 Penalty: 5606.333984
	Iteration 26Q: 3 clusters Score -1.05011e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79563 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -10501122.000000 Penalty: 5606.333984
	Iteration 27Q: 3 clusters Score -1.050112e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79626 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -10501159.000000 Penalty: 5606.333984
	Iteration 28Q: 3 clusters Score -1.050116e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79671 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -10501198.000000 Penalty: 5606.333984
	Iteration 29Q: 3 clusters Score -1.05012e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79711 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -10501206.000000 Penalty: 5606.333984
	Iteration 30Q: 3 clusters Score -1.050121e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79734 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -10501229.000000 Penalty: 5606.333984
	Iteration 31Q: 3 clusters Score -1.050123e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79761 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -10501235.000000 Penalty: 5606.333984
	Iteration 32Q: 3 clusters Score -1.050124e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79787 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -10501246.000000 Penalty: 5606.333984
	Iteration 33Q: 3 clusters Score -1.050125e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79816 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -10501267.000000 Penalty: 5606.333984
	Iteration 34Q: 3 clusters Score -1.050127e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79837 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -10501279.000000 Penalty: 5606.333984
	Iteration 35Q: 3 clusters Score -1.050128e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79862 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -10501293.000000 Penalty: 5606.333984
	Iteration 36Q: 3 clusters Score -1.050129e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79885 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -10501294.000000 Penalty: 5606.333984
	Iteration 37Q: 3 clusters Score -1.050129e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79896 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -10501306.000000 Penalty: 5606.333984
	Iteration 38Q: 3 clusters Score -1.050131e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79908 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -10501308.000000 Penalty: 5606.333984
	Iteration 39Q: 3 clusters Score -1.050131e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79923 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -10501302.000000 Penalty: 5606.333984
	Iteration 40F: 3 clusters Score -1.05013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79928 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -10501316.000000 Penalty: 5606.333984
	Iteration 41Q: 3 clusters Score -1.050132e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79937 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -10501312.000000 Penalty: 5606.333984
	Iteration 42Q: 3 clusters Score -1.050131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79943 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -10501325.000000 Penalty: 5606.333984
	Iteration 43Q: 3 clusters Score -1.050132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79951 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -10501322.000000 Penalty: 5606.333984
	Iteration 44Q: 3 clusters Score -1.050132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79959 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -10501326.000000 Penalty: 5606.333984
	Iteration 45Q: 3 clusters Score -1.050133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79967 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -10501329.000000 Penalty: 5606.333984
	Iteration 46Q: 3 clusters Score -1.050133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79973 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -10501335.000000 Penalty: 5606.333984
	Iteration 47Q: 3 clusters Score -1.050134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79978 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -10501339.000000 Penalty: 5606.333984
	Iteration 48Q: 3 clusters Score -1.050134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79983 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -10501350.000000 Penalty: 5606.333984
	Iteration 49Q: 3 clusters Score -1.050135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79988 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -10501359.000000 Penalty: 5606.333984
	Iteration 50Q: 3 clusters Score -1.050136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79991 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -10501354.000000 Penalty: 5606.333984
	Iteration 51Q: 3 clusters Score -1.050135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79990 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -10501351.000000 Penalty: 5606.333984
	Iteration 52Q: 3 clusters Score -1.050135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79991 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -10501349.000000 Penalty: 5606.333984
	Iteration 53Q: 3 clusters Score -1.050135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79992 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -10501361.000000 Penalty: 5606.333984
	Iteration 54Q: 3 clusters Score -1.050136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79992 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -10501361.000000 Penalty: 5606.333984
	Iteration 55F: 3 clusters Score -1.050136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (153378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153378 members 
Entering Unmasked Estep 
Score: -20383350.000000 Penalty: 2961.283691
	Iteration 0F: 2 clusters Score -2.038335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76901 members 
Mstep: Class 2 contains 76477 members 
Entering Unmasked Estep 
Score: -20282248.000000 Penalty: 5922.567383
	Iteration 0F: 3 clusters Score -2.028225e+07 nChanged 73375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78350 members 
Mstep: Class 2 contains 75028 members 
Entering Unmasked Estep 
Score: -20324634.000000 Penalty: 5922.567383
	Iteration 1F: 3 clusters Score -2.032463e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79076 members 
Mstep: Class 2 contains 74302 members 
Entering Unmasked Estep 
Score: -20325510.000000 Penalty: 5922.567383
	Iteration 2Q: 3 clusters Score -2.032551e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80218 members 
Mstep: Class 2 contains 73160 members 
Entering Unmasked Estep 
Score: -20326632.000000 Penalty: 5922.567383
	Iteration 3Q: 3 clusters Score -2.032663e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81968 members 
Mstep: Class 2 contains 71410 members 
Entering Unmasked Estep 
Score: -20328260.000000 Penalty: 5922.567383
	Iteration 4Q: 3 clusters Score -2.032826e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84578 members 
Mstep: Class 2 contains 68800 members 
Entering Unmasked Estep 
Score: -20330708.000000 Penalty: 5922.567383
	Iteration 5Q: 3 clusters Score -2.033071e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88252 members 
Mstep: Class 2 contains 65126 members 
Entering Unmasked Estep 
Score: -20333926.000000 Penalty: 5922.567383
	Iteration 6Q: 3 clusters Score -2.033393e+07 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93292 members 
Mstep: Class 2 contains 60086 members 
Entering Unmasked Estep 
Score: -20338806.000000 Penalty: 5922.567383
	Iteration 7Q: 3 clusters Score -2.033881e+07 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99578 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -20344216.000000 Penalty: 5922.567383
	Iteration 8F: 3 clusters Score -2.034422e+07 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106947 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -20349812.000000 Penalty: 5922.567383
	Iteration 9F: 3 clusters Score -2.034981e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114873 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -20355450.000000 Penalty: 5922.567383
	Iteration 10F: 3 clusters Score -2.035545e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122865 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -20360546.000000 Penalty: 5922.567383
	Iteration 11F: 3 clusters Score -2.036055e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130447 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -20365612.000000 Penalty: 5922.567383
	Iteration 12Q: 3 clusters Score -2.036561e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137204 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -20370224.000000 Penalty: 5922.567383
	Iteration 13Q: 3 clusters Score -2.037022e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142647 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -20373834.000000 Penalty: 5922.567383
	Iteration 14Q: 3 clusters Score -2.037383e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146647 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -20376600.000000 Penalty: 5922.567383
	Iteration 15Q: 3 clusters Score -2.03766e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149317 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -20378418.000000 Penalty: 5922.567383
	Iteration 16Q: 3 clusters Score -2.037842e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150801 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -20379390.000000 Penalty: 5922.567383
	Iteration 17Q: 3 clusters Score -2.037939e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151626 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -20379954.000000 Penalty: 5922.567383
	Iteration 18Q: 3 clusters Score -2.037995e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152047 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -20380242.000000 Penalty: 5922.567383
	Iteration 19Q: 3 clusters Score -2.038024e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152300 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -20380478.000000 Penalty: 5922.567383
	Iteration 20F: 3 clusters Score -2.038048e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152427 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -20380606.000000 Penalty: 5922.567383
	Iteration 21Q: 3 clusters Score -2.038061e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152507 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -20380620.000000 Penalty: 5922.567383
	Iteration 22Q: 3 clusters Score -2.038062e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152555 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -20380682.000000 Penalty: 5922.567383
	Iteration 23Q: 3 clusters Score -2.038068e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152585 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -20380704.000000 Penalty: 5922.567383
	Iteration 24Q: 3 clusters Score -2.03807e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152619 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -20380736.000000 Penalty: 5922.567383
	Iteration 25Q: 3 clusters Score -2.038074e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152622 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -20380752.000000 Penalty: 5922.567383
	Iteration 26Q: 3 clusters Score -2.038075e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152635 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -20380780.000000 Penalty: 5922.567383
	Iteration 27Q: 3 clusters Score -2.038078e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152645 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -20380784.000000 Penalty: 5922.567383
	Iteration 28Q: 3 clusters Score -2.038078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152653 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -20380816.000000 Penalty: 5922.567383
	Iteration 29Q: 3 clusters Score -2.038082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152661 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -20380800.000000 Penalty: 5922.567383
	Iteration 30Q: 3 clusters Score -2.03808e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152670 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -20380810.000000 Penalty: 5922.567383
	Iteration 31Q: 3 clusters Score -2.038081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152674 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -20380828.000000 Penalty: 5922.567383
	Iteration 32Q: 3 clusters Score -2.038083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152675 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -20380830.000000 Penalty: 5922.567383
	Iteration 33Q: 3 clusters Score -2.038083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152678 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -20380828.000000 Penalty: 5922.567383
	Iteration 34Q: 3 clusters Score -2.038083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152680 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -20380840.000000 Penalty: 5922.567383
	Iteration 35Q: 3 clusters Score -2.038084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152680 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -20380828.000000 Penalty: 5922.567383
	Iteration 36Q: 3 clusters Score -2.038083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152681 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -20380828.000000 Penalty: 5922.567383
	Iteration 37Q: 3 clusters Score -2.038083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152682 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -20380824.000000 Penalty: 5922.567383
	Iteration 38Q: 3 clusters Score -2.038082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152682 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -20380824.000000 Penalty: 5922.567383
	Iteration 39F: 3 clusters Score -2.038082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -77356.773438 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -77356.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -75696.835938 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -75696.84 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76047.867188 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -76047.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -76165.656250 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -76165.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -76217.296875 Penalty: 3200.998047
	Iteration 3Q: 3 clusters Score -76217.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -76258.039062 Penalty: 3200.998047
	Iteration 4Q: 3 clusters Score -76258.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -76297.929688 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -76297.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -76322.351562 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -76322.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -76345.125000 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -76345.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -76372.562500 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -76372.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -76403.851562 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -76403.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -76448.164062 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -76448.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -76488.632812 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -76488.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -76544.812500 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -76544.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -76738.210938 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -76738.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -76958.109375 Penalty: 3200.998047
	Iteration 14Q: 3 clusters Score -76958.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -76996.515625 Penalty: 3200.998047
	Iteration 15Q: 3 clusters Score -76996.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -77018.968750 Penalty: 3200.998047
	Iteration 16Q: 3 clusters Score -77018.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -77036.617188 Penalty: 3200.998047
	Iteration 17Q: 3 clusters Score -77036.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -77063.953125 Penalty: 3200.998047
	Iteration 18Q: 3 clusters Score -77063.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -77079.718750 Penalty: 3200.998047
	Iteration 19Q: 3 clusters Score -77079.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77104.992188 Penalty: 3200.998047
	Iteration 20F: 3 clusters Score -77104.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -77129.945312 Penalty: 3200.998047
	Iteration 21Q: 3 clusters Score -77129.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -77169.023438 Penalty: 3200.998047
	Iteration 22Q: 3 clusters Score -77169.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -77214.367188 Penalty: 3200.998047
	Iteration 23Q: 3 clusters Score -77214.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -77234.664062 Penalty: 3200.998047
	Iteration 24Q: 3 clusters Score -77234.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -77244.421875 Penalty: 3200.998047
	Iteration 25Q: 3 clusters Score -77244.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -77253.648438 Penalty: 3200.998047
	Iteration 26Q: 3 clusters Score -77253.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -77274.421875 Penalty: 3200.998047
	Iteration 27Q: 3 clusters Score -77274.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -77311.546875 Penalty: 3200.998047
	Iteration 28Q: 3 clusters Score -77311.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -77344.234375 Penalty: 3200.998047
	Iteration 29Q: 3 clusters Score -77344.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -77357.593750 Penalty: 3200.998047
	Iteration 30Q: 3 clusters Score -77357.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -77369.695312 Penalty: 3200.998047
	Iteration 31Q: 3 clusters Score -77369.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -77394.117188 Penalty: 3200.998047
	Iteration 32Q: 3 clusters Score -77394.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -77424.609375 Penalty: 3200.998047
	Iteration 33Q: 3 clusters Score -77424.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -77444.289062 Penalty: 3200.998047
	Iteration 34Q: 3 clusters Score -77444.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -77453.976562 Penalty: 3200.998047
	Iteration 35Q: 3 clusters Score -77453.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -77460.671875 Penalty: 3200.998047
	Iteration 36Q: 3 clusters Score -77460.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -77464.171875 Penalty: 3200.998047
	Iteration 37Q: 3 clusters Score -77464.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -77467.492188 Penalty: 3200.998047
	Iteration 38Q: 3 clusters Score -77467.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -77473.062500 Penalty: 3200.998047
	Iteration 39Q: 3 clusters Score -77473.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -77479.921875 Penalty: 3200.998047
	Iteration 40F: 3 clusters Score -77479.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -77485.531250 Penalty: 3200.998047
	Iteration 41Q: 3 clusters Score -77485.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -77486.750000 Penalty: 3200.998047
	Iteration 42Q: 3 clusters Score -77486.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -77486.750000 Penalty: 3200.998047
	Iteration 43F: 3 clusters Score -77486.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160359 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170249 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 47541 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1386 members 
Mstep: Class 9 contains 6205 members 
Mstep: Class 10 contains 5125 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169220 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9563 members 
Mstep: Class 15 contains 164421 members 
Mstep: Class 16 contains 164419 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24814 members 
Mstep: Class 20 contains 52220 members 
Mstep: Class 21 contains 158707 members 
Mstep: Class 22 contains 81072 members 
Mstep: Class 23 contains 153378 members 
Mstep: Class 24 contains 174 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 461 members 
Entering Unmasked Estep 
Score: -180410240.000000 Penalty: 91161.578125
Splitting cluster 24 changes total score from -180412128.000000 to -180410240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -22654.449219 Penalty: 1335.354858
	Iteration 0F: 2 clusters Score -22654.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21591.945312 Penalty: 2670.709717
	Iteration 0F: 3 clusters Score -21591.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21672.031250 Penalty: 2670.709717
	Iteration 1F: 3 clusters Score -21672.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -21710.044922 Penalty: 2670.709717
	Iteration 2Q: 3 clusters Score -21710.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -21734.142578 Penalty: 2670.709717
	Iteration 3Q: 3 clusters Score -21734.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21756.455078 Penalty: 2670.709717
	Iteration 4Q: 3 clusters Score -21756.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21761.433594 Penalty: 2670.709717
	Iteration 5Q: 3 clusters Score -21761.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21761.433594 Penalty: 2670.709717
	Iteration 6F: 3 clusters Score -21761.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160359 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170249 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 47541 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1386 members 
Mstep: Class 9 contains 6205 members 
Mstep: Class 10 contains 5125 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169220 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9563 members 
Mstep: Class 15 contains 164421 members 
Mstep: Class 16 contains 164419 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24814 members 
Mstep: Class 20 contains 52220 members 
Mstep: Class 21 contains 158707 members 
Mstep: Class 22 contains 81072 members 
Mstep: Class 23 contains 153378 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412064.000000 Penalty: 87655.367188
Iteration 199Q: 26 clusters Score -1.804121e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160342 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170243 members 
Mstep: Class 5 contains 3019 members 
Mstep: Class 6 contains 47567 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1386 members 
Mstep: Class 9 contains 6207 members 
Mstep: Class 10 contains 5119 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169226 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9573 members 
Mstep: Class 15 contains 164398 members 
Mstep: Class 16 contains 164450 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24819 members 
Mstep: Class 20 contains 52217 members 
Mstep: Class 21 contains 158718 members 
Mstep: Class 22 contains 81100 members 
Mstep: Class 23 contains 153318 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412096.000000 Penalty: 87655.367188
Iteration 200F: 26 clusters Score -1.804121e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160328 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170248 members 
Mstep: Class 5 contains 3015 members 
Mstep: Class 6 contains 47602 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1386 members 
Mstep: Class 9 contains 6209 members 
Mstep: Class 10 contains 5117 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169248 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9581 members 
Mstep: Class 15 contains 164396 members 
Mstep: Class 16 contains 164497 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24819 members 
Mstep: Class 20 contains 52196 members 
Mstep: Class 21 contains 158702 members 
Mstep: Class 22 contains 81121 members 
Mstep: Class 23 contains 153237 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412192.000000 Penalty: 87655.367188
Iteration 201Q: 26 clusters Score -1.804122e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160322 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170288 members 
Mstep: Class 5 contains 3011 members 
Mstep: Class 6 contains 47631 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1385 members 
Mstep: Class 9 contains 6213 members 
Mstep: Class 10 contains 5127 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169275 members 
Mstep: Class 13 contains 2006 members 
Mstep: Class 14 contains 9587 members 
Mstep: Class 15 contains 164378 members 
Mstep: Class 16 contains 164487 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24821 members 
Mstep: Class 20 contains 52188 members 
Mstep: Class 21 contains 158701 members 
Mstep: Class 22 contains 81130 members 
Mstep: Class 23 contains 153157 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411840.000000 Penalty: 87655.367188
Iteration 202Q: 26 clusters Score -1.804118e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160346 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170267 members 
Mstep: Class 5 contains 3009 members 
Mstep: Class 6 contains 47653 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1383 members 
Mstep: Class 9 contains 6216 members 
Mstep: Class 10 contains 5139 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169260 members 
Mstep: Class 13 contains 2006 members 
Mstep: Class 14 contains 9588 members 
Mstep: Class 15 contains 164368 members 
Mstep: Class 16 contains 164485 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24822 members 
Mstep: Class 20 contains 52190 members 
Mstep: Class 21 contains 158683 members 
Mstep: Class 22 contains 81147 members 
Mstep: Class 23 contains 153145 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411712.000000 Penalty: 87655.367188
Iteration 203Q: 26 clusters Score -1.804117e+08 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160384 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170254 members 
Mstep: Class 5 contains 3006 members 
Mstep: Class 6 contains 47683 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1383 members 
Mstep: Class 9 contains 6218 members 
Mstep: Class 10 contains 5143 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169257 members 
Mstep: Class 13 contains 2006 members 
Mstep: Class 14 contains 9595 members 
Mstep: Class 15 contains 164368 members 
Mstep: Class 16 contains 164469 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24818 members 
Mstep: Class 20 contains 52182 members 
Mstep: Class 21 contains 158670 members 
Mstep: Class 22 contains 81158 members 
Mstep: Class 23 contains 153113 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411456.000000 Penalty: 87655.367188
Iteration 204Q: 26 clusters Score -1.804115e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160434 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170262 members 
Mstep: Class 5 contains 3005 members 
Mstep: Class 6 contains 47708 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 6222 members 
Mstep: Class 10 contains 5144 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169250 members 
Mstep: Class 13 contains 2006 members 
Mstep: Class 14 contains 9605 members 
Mstep: Class 15 contains 164353 members 
Mstep: Class 16 contains 164468 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24819 members 
Mstep: Class 20 contains 52177 members 
Mstep: Class 21 contains 158668 members 
Mstep: Class 22 contains 81167 members 
Mstep: Class 23 contains 153036 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411504.000000 Penalty: 87655.367188
Iteration 205Q: 26 clusters Score -1.804115e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160444 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170251 members 
Mstep: Class 5 contains 3004 members 
Mstep: Class 6 contains 47746 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 6223 members 
Mstep: Class 10 contains 5143 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169245 members 
Mstep: Class 13 contains 2006 members 
Mstep: Class 14 contains 9634 members 
Mstep: Class 15 contains 164339 members 
Mstep: Class 16 contains 164473 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24827 members 
Mstep: Class 20 contains 52167 members 
Mstep: Class 21 contains 158662 members 
Mstep: Class 22 contains 81187 members 
Mstep: Class 23 contains 152974 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411472.000000 Penalty: 87655.367188
Iteration 206Q: 26 clusters Score -1.804115e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160461 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170254 members 
Mstep: Class 5 contains 3002 members 
Mstep: Class 6 contains 47791 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 6224 members 
Mstep: Class 10 contains 5144 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169227 members 
Mstep: Class 13 contains 2006 members 
Mstep: Class 14 contains 9636 members 
Mstep: Class 15 contains 164323 members 
Mstep: Class 16 contains 164500 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24838 members 
Mstep: Class 20 contains 52143 members 
Mstep: Class 21 contains 158664 members 
Mstep: Class 22 contains 81204 members 
Mstep: Class 23 contains 152906 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411328.000000 Penalty: 87655.367188
Iteration 207Q: 26 clusters Score -1.804113e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160453 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170267 members 
Mstep: Class 5 contains 3001 members 
Mstep: Class 6 contains 47828 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1383 members 
Mstep: Class 9 contains 6227 members 
Mstep: Class 10 contains 5146 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169223 members 
Mstep: Class 13 contains 2006 members 
Mstep: Class 14 contains 9657 members 
Mstep: Class 15 contains 164314 members 
Mstep: Class 16 contains 164478 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24843 members 
Mstep: Class 20 contains 52131 members 
Mstep: Class 21 contains 158659 members 
Mstep: Class 22 contains 81218 members 
Mstep: Class 23 contains 152875 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411264.000000 Penalty: 87655.367188
Iteration 208Q: 26 clusters Score -1.804113e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160439 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170287 members 
Mstep: Class 5 contains 3001 members 
Mstep: Class 6 contains 47852 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1383 members 
Mstep: Class 9 contains 6232 members 
Mstep: Class 10 contains 5141 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169220 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9681 members 
Mstep: Class 15 contains 164306 members 
Mstep: Class 16 contains 164433 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24851 members 
Mstep: Class 20 contains 52118 members 
Mstep: Class 21 contains 158635 members 
Mstep: Class 22 contains 81240 members 
Mstep: Class 23 contains 152886 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411680.000000 Penalty: 87655.367188
Iteration 209Q: 26 clusters Score -1.804117e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160436 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170301 members 
Mstep: Class 5 contains 3001 members 
Mstep: Class 6 contains 47874 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1383 members 
Mstep: Class 9 contains 6234 members 
Mstep: Class 10 contains 5141 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169206 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9694 members 
Mstep: Class 15 contains 164290 members 
Mstep: Class 16 contains 164421 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24850 members 
Mstep: Class 20 contains 52116 members 
Mstep: Class 21 contains 158646 members 
Mstep: Class 22 contains 81250 members 
Mstep: Class 23 contains 152863 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411456.000000 Penalty: 87655.367188
Iteration 210Q: 26 clusters Score -1.804115e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160406 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170322 members 
Mstep: Class 5 contains 3000 members 
Mstep: Class 6 contains 47895 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1383 members 
Mstep: Class 9 contains 6237 members 
Mstep: Class 10 contains 5136 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169190 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9717 members 
Mstep: Class 15 contains 164286 members 
Mstep: Class 16 contains 164432 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24850 members 
Mstep: Class 20 contains 52103 members 
Mstep: Class 21 contains 158657 members 
Mstep: Class 22 contains 81257 members 
Mstep: Class 23 contains 152838 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411568.000000 Penalty: 87655.367188
Iteration 211Q: 26 clusters Score -1.804116e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160378 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170315 members 
Mstep: Class 5 contains 2995 members 
Mstep: Class 6 contains 47912 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1383 members 
Mstep: Class 9 contains 6239 members 
Mstep: Class 10 contains 5135 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169202 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9728 members 
Mstep: Class 15 contains 164295 members 
Mstep: Class 16 contains 164428 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24854 members 
Mstep: Class 20 contains 52094 members 
Mstep: Class 21 contains 158665 members 
Mstep: Class 22 contains 81263 members 
Mstep: Class 23 contains 152827 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411696.000000 Penalty: 87655.367188
Iteration 212Q: 26 clusters Score -1.804117e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160354 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170325 members 
Mstep: Class 5 contains 2992 members 
Mstep: Class 6 contains 47937 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1383 members 
Mstep: Class 9 contains 6242 members 
Mstep: Class 10 contains 5130 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169192 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9737 members 
Mstep: Class 15 contains 164295 members 
Mstep: Class 16 contains 164399 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24856 members 
Mstep: Class 20 contains 52079 members 
Mstep: Class 21 contains 158684 members 
Mstep: Class 22 contains 81275 members 
Mstep: Class 23 contains 152834 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412000.000000 Penalty: 87655.367188
Iteration 213Q: 26 clusters Score -1.80412e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160356 members 
Mstep: Class 2 contains 2592 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170352 members 
Mstep: Class 5 contains 2989 members 
Mstep: Class 6 contains 47965 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1383 members 
Mstep: Class 9 contains 6248 members 
Mstep: Class 10 contains 5114 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169201 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9736 members 
Mstep: Class 15 contains 164303 members 
Mstep: Class 16 contains 164377 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24859 members 
Mstep: Class 20 contains 52074 members 
Mstep: Class 21 contains 158693 members 
Mstep: Class 22 contains 81282 members 
Mstep: Class 23 contains 152784 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412320.000000 Penalty: 87655.367188
Iteration 214Q: 26 clusters Score -1.804123e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160359 members 
Mstep: Class 2 contains 2589 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170362 members 
Mstep: Class 5 contains 2988 members 
Mstep: Class 6 contains 47997 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1383 members 
Mstep: Class 9 contains 6250 members 
Mstep: Class 10 contains 5107 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169221 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9721 members 
Mstep: Class 15 contains 164325 members 
Mstep: Class 16 contains 164345 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24861 members 
Mstep: Class 20 contains 52072 members 
Mstep: Class 21 contains 158713 members 
Mstep: Class 22 contains 81297 members 
Mstep: Class 23 contains 152718 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411984.000000 Penalty: 87655.367188
Iteration 215Q: 26 clusters Score -1.80412e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160357 members 
Mstep: Class 2 contains 2590 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170367 members 
Mstep: Class 5 contains 2987 members 
Mstep: Class 6 contains 48035 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1383 members 
Mstep: Class 9 contains 6251 members 
Mstep: Class 10 contains 5103 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169222 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9707 members 
Mstep: Class 15 contains 164348 members 
Mstep: Class 16 contains 164312 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24867 members 
Mstep: Class 20 contains 52054 members 
Mstep: Class 21 contains 158767 members 
Mstep: Class 22 contains 81300 members 
Mstep: Class 23 contains 152658 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412000.000000 Penalty: 87655.367188
Iteration 216Q: 26 clusters Score -1.80412e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160339 members 
Mstep: Class 2 contains 2587 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170376 members 
Mstep: Class 5 contains 2987 members 
Mstep: Class 6 contains 48071 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 6255 members 
Mstep: Class 10 contains 5098 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169234 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9699 members 
Mstep: Class 15 contains 164352 members 
Mstep: Class 16 contains 164269 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24876 members 
Mstep: Class 20 contains 52044 members 
Mstep: Class 21 contains 158818 members 
Mstep: Class 22 contains 81306 members 
Mstep: Class 23 contains 152613 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412096.000000 Penalty: 87655.367188
Iteration 217Q: 26 clusters Score -1.804121e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160305 members 
Mstep: Class 2 contains 2582 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170367 members 
Mstep: Class 5 contains 2986 members 
Mstep: Class 6 contains 48113 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 6257 members 
Mstep: Class 10 contains 5090 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169230 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9687 members 
Mstep: Class 15 contains 164360 members 
Mstep: Class 16 contains 164263 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24886 members 
Mstep: Class 20 contains 52034 members 
Mstep: Class 21 contains 158863 members 
Mstep: Class 22 contains 81314 members 
Mstep: Class 23 contains 152587 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412208.000000 Penalty: 87655.367188
Iteration 218Q: 26 clusters Score -1.804122e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160276 members 
Mstep: Class 2 contains 2579 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170367 members 
Mstep: Class 5 contains 2987 members 
Mstep: Class 6 contains 48147 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1383 members 
Mstep: Class 9 contains 6258 members 
Mstep: Class 10 contains 5089 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169252 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9682 members 
Mstep: Class 15 contains 164345 members 
Mstep: Class 16 contains 164266 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24884 members 
Mstep: Class 20 contains 52030 members 
Mstep: Class 21 contains 158917 members 
Mstep: Class 22 contains 81311 members 
Mstep: Class 23 contains 152535 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412272.000000 Penalty: 87655.367188
Iteration 219Q: 26 clusters Score -1.804123e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160272 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170354 members 
Mstep: Class 5 contains 2988 members 
Mstep: Class 6 contains 48176 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 6259 members 
Mstep: Class 10 contains 5086 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169276 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 164345 members 
Mstep: Class 16 contains 164240 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24889 members 
Mstep: Class 20 contains 52020 members 
Mstep: Class 21 contains 158933 members 
Mstep: Class 22 contains 81315 members 
Mstep: Class 23 contains 152510 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412432.000000 Penalty: 87655.367188
Iteration 220F: 26 clusters Score -1.804124e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160239 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170356 members 
Mstep: Class 5 contains 2986 members 
Mstep: Class 6 contains 48207 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 6262 members 
Mstep: Class 10 contains 5075 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169291 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9675 members 
Mstep: Class 15 contains 164363 members 
Mstep: Class 16 contains 164251 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24879 members 
Mstep: Class 20 contains 52017 members 
Mstep: Class 21 contains 158920 members 
Mstep: Class 22 contains 81330 members 
Mstep: Class 23 contains 152494 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412528.000000 Penalty: 87655.367188
Iteration 221Q: 26 clusters Score -1.804125e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160231 members 
Mstep: Class 2 contains 2575 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170349 members 
Mstep: Class 5 contains 2985 members 
Mstep: Class 6 contains 48242 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 6268 members 
Mstep: Class 10 contains 5060 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169285 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9672 members 
Mstep: Class 15 contains 164397 members 
Mstep: Class 16 contains 164275 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24861 members 
Mstep: Class 20 contains 52014 members 
Mstep: Class 21 contains 158880 members 
Mstep: Class 22 contains 81343 members 
Mstep: Class 23 contains 152485 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412576.000000 Penalty: 87655.367188
Iteration 222Q: 26 clusters Score -1.804126e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160233 members 
Mstep: Class 2 contains 2571 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170338 members 
Mstep: Class 5 contains 2984 members 
Mstep: Class 6 contains 48276 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 6274 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169283 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9659 members 
Mstep: Class 15 contains 164423 members 
Mstep: Class 16 contains 164267 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24861 members 
Mstep: Class 20 contains 52011 members 
Mstep: Class 21 contains 158876 members 
Mstep: Class 22 contains 81346 members 
Mstep: Class 23 contains 152468 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411840.000000 Penalty: 87655.367188
Iteration 223Q: 26 clusters Score -1.804118e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160233 members 
Mstep: Class 2 contains 2566 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170353 members 
Mstep: Class 5 contains 2983 members 
Mstep: Class 6 contains 48305 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 6280 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169304 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9642 members 
Mstep: Class 15 contains 164448 members 
Mstep: Class 16 contains 164297 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24858 members 
Mstep: Class 20 contains 52009 members 
Mstep: Class 21 contains 158826 members 
Mstep: Class 22 contains 81334 members 
Mstep: Class 23 contains 152440 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411952.000000 Penalty: 87655.367188
Iteration 224Q: 26 clusters Score -1.80412e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160210 members 
Mstep: Class 2 contains 2564 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170363 members 
Mstep: Class 5 contains 2983 members 
Mstep: Class 6 contains 48332 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 6282 members 
Mstep: Class 10 contains 5039 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169335 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9627 members 
Mstep: Class 15 contains 164476 members 
Mstep: Class 16 contains 164281 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24849 members 
Mstep: Class 20 contains 52000 members 
Mstep: Class 21 contains 158832 members 
Mstep: Class 22 contains 81333 members 
Mstep: Class 23 contains 152416 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412256.000000 Penalty: 87655.367188
Iteration 225Q: 26 clusters Score -1.804123e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160176 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170374 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 48344 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 6284 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169341 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9610 members 
Mstep: Class 15 contains 164494 members 
Mstep: Class 16 contains 164285 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24846 members 
Mstep: Class 20 contains 51981 members 
Mstep: Class 21 contains 158839 members 
Mstep: Class 22 contains 81327 members 
Mstep: Class 23 contains 152427 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412176.000000 Penalty: 87655.367188
Iteration 226Q: 26 clusters Score -1.804122e+08 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160159 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170384 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 48360 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1385 members 
Mstep: Class 9 contains 6285 members 
Mstep: Class 10 contains 5060 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169334 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9615 members 
Mstep: Class 15 contains 164473 members 
Mstep: Class 16 contains 164276 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24847 members 
Mstep: Class 20 contains 51970 members 
Mstep: Class 21 contains 158841 members 
Mstep: Class 22 contains 81330 members 
Mstep: Class 23 contains 152446 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412336.000000 Penalty: 87655.367188
Iteration 227Q: 26 clusters Score -1.804123e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160140 members 
Mstep: Class 2 contains 2559 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170395 members 
Mstep: Class 5 contains 2980 members 
Mstep: Class 6 contains 48379 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1385 members 
Mstep: Class 9 contains 6285 members 
Mstep: Class 10 contains 5066 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169336 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9620 members 
Mstep: Class 15 contains 164472 members 
Mstep: Class 16 contains 164273 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24838 members 
Mstep: Class 20 contains 51962 members 
Mstep: Class 21 contains 158837 members 
Mstep: Class 22 contains 81343 members 
Mstep: Class 23 contains 152437 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412352.000000 Penalty: 87655.367188
Iteration 228Q: 26 clusters Score -1.804124e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160118 members 
Mstep: Class 2 contains 2558 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170399 members 
Mstep: Class 5 contains 2978 members 
Mstep: Class 6 contains 48393 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1385 members 
Mstep: Class 9 contains 6286 members 
Mstep: Class 10 contains 5059 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169332 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9620 members 
Mstep: Class 15 contains 164491 members 
Mstep: Class 16 contains 164294 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24838 members 
Mstep: Class 20 contains 51949 members 
Mstep: Class 21 contains 158806 members 
Mstep: Class 22 contains 81354 members 
Mstep: Class 23 contains 152447 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412304.000000 Penalty: 87655.367188
Iteration 229Q: 26 clusters Score -1.804123e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160116 members 
Mstep: Class 2 contains 2558 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170408 members 
Mstep: Class 5 contains 2978 members 
Mstep: Class 6 contains 48405 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1385 members 
Mstep: Class 9 contains 6287 members 
Mstep: Class 10 contains 5064 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169340 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9618 members 
Mstep: Class 15 contains 164492 members 
Mstep: Class 16 contains 164330 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24838 members 
Mstep: Class 20 contains 51932 members 
Mstep: Class 21 contains 158767 members 
Mstep: Class 22 contains 81357 members 
Mstep: Class 23 contains 152432 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412000.000000 Penalty: 87655.367188
Iteration 230Q: 26 clusters Score -1.80412e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160098 members 
Mstep: Class 2 contains 2559 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170444 members 
Mstep: Class 5 contains 2976 members 
Mstep: Class 6 contains 48425 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1385 members 
Mstep: Class 9 contains 6289 members 
Mstep: Class 10 contains 5071 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169361 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9620 members 
Mstep: Class 15 contains 164482 members 
Mstep: Class 16 contains 164333 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24841 members 
Mstep: Class 20 contains 51925 members 
Mstep: Class 21 contains 158687 members 
Mstep: Class 22 contains 81361 members 
Mstep: Class 23 contains 152450 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411968.000000 Penalty: 87655.367188
Iteration 231Q: 26 clusters Score -1.80412e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160095 members 
Mstep: Class 2 contains 2558 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170479 members 
Mstep: Class 5 contains 2974 members 
Mstep: Class 6 contains 48430 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1385 members 
Mstep: Class 9 contains 6293 members 
Mstep: Class 10 contains 5063 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169372 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9632 members 
Mstep: Class 15 contains 164486 members 
Mstep: Class 16 contains 164293 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24835 members 
Mstep: Class 20 contains 51919 members 
Mstep: Class 21 contains 158649 members 
Mstep: Class 22 contains 81364 members 
Mstep: Class 23 contains 152480 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412192.000000 Penalty: 87655.367188
Iteration 232Q: 26 clusters Score -1.804122e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160077 members 
Mstep: Class 2 contains 2559 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170490 members 
Mstep: Class 5 contains 2973 members 
Mstep: Class 6 contains 48452 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1385 members 
Mstep: Class 9 contains 6295 members 
Mstep: Class 10 contains 5062 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169372 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9651 members 
Mstep: Class 15 contains 164504 members 
Mstep: Class 16 contains 164278 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24831 members 
Mstep: Class 20 contains 51913 members 
Mstep: Class 21 contains 158609 members 
Mstep: Class 22 contains 81367 members 
Mstep: Class 23 contains 152489 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412288.000000 Penalty: 87655.367188
Iteration 233Q: 26 clusters Score -1.804123e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160056 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170517 members 
Mstep: Class 5 contains 2971 members 
Mstep: Class 6 contains 48475 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 6299 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169379 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9661 members 
Mstep: Class 15 contains 164516 members 
Mstep: Class 16 contains 164250 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24830 members 
Mstep: Class 20 contains 51912 members 
Mstep: Class 21 contains 158556 members 
Mstep: Class 22 contains 81366 members 
Mstep: Class 23 contains 152524 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180412208.000000 Penalty: 87655.367188
Iteration 234Q: 26 clusters Score -1.804122e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160033 members 
Mstep: Class 2 contains 2558 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170521 members 
Mstep: Class 5 contains 2970 members 
Mstep: Class 6 contains 48489 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1382 members 
Mstep: Class 9 contains 6303 members 
Mstep: Class 10 contains 5041 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169392 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9671 members 
Mstep: Class 15 contains 164532 members 
Mstep: Class 16 contains 164236 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24831 members 
Mstep: Class 20 contains 51909 members 
Mstep: Class 21 contains 158511 members 
Mstep: Class 22 contains 81365 members 
Mstep: Class 23 contains 152563 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411872.000000 Penalty: 87655.367188
Iteration 235Q: 26 clusters Score -1.804119e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160011 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170536 members 
Mstep: Class 5 contains 2969 members 
Mstep: Class 6 contains 48494 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1381 members 
Mstep: Class 9 contains 6308 members 
Mstep: Class 10 contains 5029 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169410 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9675 members 
Mstep: Class 15 contains 164564 members 
Mstep: Class 16 contains 164213 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24831 members 
Mstep: Class 20 contains 51907 members 
Mstep: Class 21 contains 158494 members 
Mstep: Class 22 contains 81371 members 
Mstep: Class 23 contains 152558 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411456.000000 Penalty: 87655.367188
Iteration 236Q: 26 clusters Score -1.804115e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159985 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170534 members 
Mstep: Class 5 contains 2969 members 
Mstep: Class 6 contains 48502 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 6309 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169429 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9679 members 
Mstep: Class 15 contains 164597 members 
Mstep: Class 16 contains 164217 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24828 members 
Mstep: Class 20 contains 51903 members 
Mstep: Class 21 contains 158482 members 
Mstep: Class 22 contains 81377 members 
Mstep: Class 23 contains 152527 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411472.000000 Penalty: 87655.367188
Iteration 237Q: 26 clusters Score -1.804115e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159967 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170551 members 
Mstep: Class 5 contains 2969 members 
Mstep: Class 6 contains 48505 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 6309 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169443 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 164604 members 
Mstep: Class 16 contains 164233 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24830 members 
Mstep: Class 20 contains 51913 members 
Mstep: Class 21 contains 158455 members 
Mstep: Class 22 contains 81366 members 
Mstep: Class 23 contains 152499 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411504.000000 Penalty: 87655.367188
Iteration 238Q: 26 clusters Score -1.804115e+08 nChanged 1054
Entering ConstructFrom: 
Score: -180411504.000000 Penalty: 87655.367188
Entering ConstructFrom: 
Trying to split cluster 1 (159975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159975 members 
Entering Unmasked Estep 
Score: -21210144.000000 Penalty: 2971.727539
	Iteration 0F: 2 clusters Score -2.121014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80209 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -21105386.000000 Penalty: 5943.455078
	Iteration 0F: 3 clusters Score -2.110539e+07 nChanged 76501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84098 members 
Mstep: Class 2 contains 75877 members 
Entering Unmasked Estep 
Score: -21150158.000000 Penalty: 5943.455078
	Iteration 1F: 3 clusters Score -2.115016e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86676 members 
Mstep: Class 2 contains 73299 members 
Entering Unmasked Estep 
Score: -21151136.000000 Penalty: 5943.455078
	Iteration 2Q: 3 clusters Score -2.115114e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90670 members 
Mstep: Class 2 contains 69305 members 
Entering Unmasked Estep 
Score: -21152726.000000 Penalty: 5943.455078
	Iteration 3Q: 3 clusters Score -2.115273e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96587 members 
Mstep: Class 2 contains 63388 members 
Entering Unmasked Estep 
Score: -21155308.000000 Penalty: 5943.455078
	Iteration 4Q: 3 clusters Score -2.115531e+07 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105008 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -21160220.000000 Penalty: 5943.455078
	Iteration 5F: 3 clusters Score -2.116022e+07 nChanged 11699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116395 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -21168324.000000 Penalty: 5943.455078
	Iteration 6F: 3 clusters Score -2.116832e+07 nChanged 13545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129806 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -21179756.000000 Penalty: 5943.455078
	Iteration 7F: 3 clusters Score -2.117976e+07 nChanged 12888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142624 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -21192144.000000 Penalty: 5943.455078
	Iteration 8F: 3 clusters Score -2.119214e+07 nChanged 9213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151819 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -21201344.000000 Penalty: 5943.455078
	Iteration 9F: 3 clusters Score -2.120134e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156758 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -21205488.000000 Penalty: 5943.455078
	Iteration 10Q: 3 clusters Score -2.120549e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158772 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -21206912.000000 Penalty: 5943.455078
	Iteration 11Q: 3 clusters Score -2.120691e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159406 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -21207216.000000 Penalty: 5943.455078
	Iteration 12Q: 3 clusters Score -2.120722e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159594 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -21207354.000000 Penalty: 5943.455078
	Iteration 13Q: 3 clusters Score -2.120735e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159664 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -21207434.000000 Penalty: 5943.455078
	Iteration 14Q: 3 clusters Score -2.120743e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159687 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -21207450.000000 Penalty: 5943.455078
	Iteration 15Q: 3 clusters Score -2.120745e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159714 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21207488.000000 Penalty: 5943.455078
	Iteration 16Q: 3 clusters Score -2.120749e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159729 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21207500.000000 Penalty: 5943.455078
	Iteration 17Q: 3 clusters Score -2.12075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159731 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -21207532.000000 Penalty: 5943.455078
	Iteration 18Q: 3 clusters Score -2.120753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159736 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -21207548.000000 Penalty: 5943.455078
	Iteration 19Q: 3 clusters Score -2.120755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159740 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21207556.000000 Penalty: 5943.455078
	Iteration 20F: 3 clusters Score -2.120756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159743 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21207556.000000 Penalty: 5943.455078
	Iteration 21Q: 3 clusters Score -2.120756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159746 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -21207564.000000 Penalty: 5943.455078
	Iteration 22Q: 3 clusters Score -2.120756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159745 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21207564.000000 Penalty: 5943.455078
	Iteration 23Q: 3 clusters Score -2.120756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159744 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -21207562.000000 Penalty: 5943.455078
	Iteration 24Q: 3 clusters Score -2.120756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159745 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21207570.000000 Penalty: 5943.455078
	Iteration 25Q: 3 clusters Score -2.120757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159745 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21207570.000000 Penalty: 5943.455078
	Iteration 26F: 3 clusters Score -2.120757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -333464.312500 Penalty: 1945.954346
	Iteration 0F: 2 clusters Score -333464.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -330465.812500 Penalty: 3891.908691
	Iteration 0F: 3 clusters Score -330465.8 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -331095.593750 Penalty: 3891.908691
	Iteration 1F: 3 clusters Score -331095.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -331290.625000 Penalty: 3891.908691
	Iteration 2F: 3 clusters Score -331290.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -331378.437500 Penalty: 3891.908691
	Iteration 3Q: 3 clusters Score -331378.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -331429.437500 Penalty: 3891.908691
	Iteration 4Q: 3 clusters Score -331429.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -331472.500000 Penalty: 3891.908691
	Iteration 5Q: 3 clusters Score -331472.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -331521.156250 Penalty: 3891.908691
	Iteration 6Q: 3 clusters Score -331521.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -331561.406250 Penalty: 3891.908691
	Iteration 7Q: 3 clusters Score -331561.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -331599.687500 Penalty: 3891.908691
	Iteration 8Q: 3 clusters Score -331599.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -331650.031250 Penalty: 3891.908691
	Iteration 9Q: 3 clusters Score -331650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -331699.312500 Penalty: 3891.908691
	Iteration 10Q: 3 clusters Score -331699.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -331751.468750 Penalty: 3891.908691
	Iteration 11Q: 3 clusters Score -331751.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -331816.093750 Penalty: 3891.908691
	Iteration 12Q: 3 clusters Score -331816.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -331909.250000 Penalty: 3891.908691
	Iteration 13Q: 3 clusters Score -331909.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -332005.531250 Penalty: 3891.908691
	Iteration 14Q: 3 clusters Score -332005.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -332086.468750 Penalty: 3891.908691
	Iteration 15Q: 3 clusters Score -332086.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -332151.218750 Penalty: 3891.908691
	Iteration 16Q: 3 clusters Score -332151.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -332206.750000 Penalty: 3891.908691
	Iteration 17Q: 3 clusters Score -332206.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -332264.531250 Penalty: 3891.908691
	Iteration 18Q: 3 clusters Score -332264.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -332331.031250 Penalty: 3891.908691
	Iteration 19Q: 3 clusters Score -332331 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -332402.531250 Penalty: 3891.908691
	Iteration 20F: 3 clusters Score -332402.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -332450.781250 Penalty: 3891.908691
	Iteration 21Q: 3 clusters Score -332450.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -332485.218750 Penalty: 3891.908691
	Iteration 22Q: 3 clusters Score -332485.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -332513.093750 Penalty: 3891.908691
	Iteration 23Q: 3 clusters Score -332513.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -332534.531250 Penalty: 3891.908691
	Iteration 24Q: 3 clusters Score -332534.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -332555.937500 Penalty: 3891.908691
	Iteration 25Q: 3 clusters Score -332555.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -332571.031250 Penalty: 3891.908691
	Iteration 26Q: 3 clusters Score -332571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -332581.000000 Penalty: 3891.908691
	Iteration 27Q: 3 clusters Score -332581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -332589.531250 Penalty: 3891.908691
	Iteration 28Q: 3 clusters Score -332589.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -332594.812500 Penalty: 3891.908691
	Iteration 29Q: 3 clusters Score -332594.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -332601.406250 Penalty: 3891.908691
	Iteration 30Q: 3 clusters Score -332601.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -332607.000000 Penalty: 3891.908691
	Iteration 31Q: 3 clusters Score -332607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -332611.250000 Penalty: 3891.908691
	Iteration 32Q: 3 clusters Score -332611.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -332615.437500 Penalty: 3891.908691
	Iteration 33Q: 3 clusters Score -332615.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -332616.625000 Penalty: 3891.908691
	Iteration 34Q: 3 clusters Score -332616.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -332620.093750 Penalty: 3891.908691
	Iteration 35Q: 3 clusters Score -332620.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -332623.562500 Penalty: 3891.908691
	Iteration 36Q: 3 clusters Score -332623.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -332623.562500 Penalty: 3891.908691
	Iteration 37F: 3 clusters Score -332623.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Entering Unmasked Estep 
Score: -117667.265625 Penalty: 1685.612183
	Iteration 0F: 2 clusters Score -117667.3 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 456 members 
Entering Unmasked Estep 
Score: -115860.281250 Penalty: 3371.224365
	Iteration 0F: 3 clusters Score -115860.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -116081.164062 Penalty: 3371.224365
	Iteration 1F: 3 clusters Score -116081.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -116139.343750 Penalty: 3371.224365
	Iteration 2F: 3 clusters Score -116139.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -116163.101562 Penalty: 3371.224365
	Iteration 3Q: 3 clusters Score -116163.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -116166.289062 Penalty: 3371.224365
	Iteration 4Q: 3 clusters Score -116166.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -116170.695312 Penalty: 3371.224365
	Iteration 5Q: 3 clusters Score -116170.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -116171.906250 Penalty: 3371.224365
	Iteration 6Q: 3 clusters Score -116171.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -116173.117188 Penalty: 3371.224365
	Iteration 7Q: 3 clusters Score -116173.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -116173.117188 Penalty: 3371.224365
	Iteration 8F: 3 clusters Score -116173.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (170557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170557 members 
Entering Unmasked Estep 
Score: -22636184.000000 Penalty: 2987.612549
	Iteration 0F: 2 clusters Score -2.263618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85062 members 
Mstep: Class 2 contains 85495 members 
Entering Unmasked Estep 
Score: -22523374.000000 Penalty: 5975.225098
	Iteration 0F: 3 clusters Score -2.252337e+07 nChanged 81770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81014 members 
Mstep: Class 2 contains 89543 members 
Entering Unmasked Estep 
Score: -22570872.000000 Penalty: 5975.225098
	Iteration 1F: 3 clusters Score -2.257087e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77550 members 
Mstep: Class 2 contains 93007 members 
Entering Unmasked Estep 
Score: -22572224.000000 Penalty: 5975.225098
	Iteration 2Q: 3 clusters Score -2.257222e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72062 members 
Mstep: Class 2 contains 98495 members 
Entering Unmasked Estep 
Score: -22574884.000000 Penalty: 5975.225098
	Iteration 3Q: 3 clusters Score -2.257488e+07 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63784 members 
Mstep: Class 2 contains 106773 members 
Entering Unmasked Estep 
Score: -22579692.000000 Penalty: 5975.225098
	Iteration 4F: 3 clusters Score -2.257969e+07 nChanged 12272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52314 members 
Mstep: Class 2 contains 118243 members 
Entering Unmasked Estep 
Score: -22587762.000000 Penalty: 5975.225098
	Iteration 5F: 3 clusters Score -2.258776e+07 nChanged 14335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 132060 members 
Entering Unmasked Estep 
Score: -22599536.000000 Penalty: 5975.225098
	Iteration 6F: 3 clusters Score -2.259954e+07 nChanged 14038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 145746 members 
Entering Unmasked Estep 
Score: -22611830.000000 Penalty: 5975.225098
	Iteration 7F: 3 clusters Score -2.261183e+07 nChanged 11294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 156938 members 
Entering Unmasked Estep 
Score: -22622482.000000 Penalty: 5975.225098
	Iteration 8F: 3 clusters Score -2.262248e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 164098 members 
Entering Unmasked Estep 
Score: -22628752.000000 Penalty: 5975.225098
	Iteration 9Q: 3 clusters Score -2.262875e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 167719 members 
Entering Unmasked Estep 
Score: -22631644.000000 Penalty: 5975.225098
	Iteration 10Q: 3 clusters Score -2.263164e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 169221 members 
Entering Unmasked Estep 
Score: -22632764.000000 Penalty: 5975.225098
	Iteration 11Q: 3 clusters Score -2.263276e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 169797 members 
Entering Unmasked Estep 
Score: -22633258.000000 Penalty: 5975.225098
	Iteration 12Q: 3 clusters Score -2.263326e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 170017 members 
Entering Unmasked Estep 
Score: -22633466.000000 Penalty: 5975.225098
	Iteration 13Q: 3 clusters Score -2.263347e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 170106 members 
Entering Unmasked Estep 
Score: -22633554.000000 Penalty: 5975.225098
	Iteration 14Q: 3 clusters Score -2.263355e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 170149 members 
Entering Unmasked Estep 
Score: -22633612.000000 Penalty: 5975.225098
	Iteration 15Q: 3 clusters Score -2.263361e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 170177 members 
Entering Unmasked Estep 
Score: -22633646.000000 Penalty: 5975.225098
	Iteration 16Q: 3 clusters Score -2.263365e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 170195 members 
Entering Unmasked Estep 
Score: -22633684.000000 Penalty: 5975.225098
	Iteration 17Q: 3 clusters Score -2.263368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 170201 members 
Entering Unmasked Estep 
Score: -22633682.000000 Penalty: 5975.225098
	Iteration 18Q: 3 clusters Score -2.263368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 170202 members 
Entering Unmasked Estep 
Score: -22633682.000000 Penalty: 5975.225098
	Iteration 19Q: 3 clusters Score -2.263368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 170203 members 
Entering Unmasked Estep 
Score: -22633668.000000 Penalty: 5975.225098
	Iteration 20F: 3 clusters Score -2.263367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 170202 members 
Entering Unmasked Estep 
Score: -22633680.000000 Penalty: 5975.225098
	Iteration 21Q: 3 clusters Score -2.263368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 170202 members 
Entering Unmasked Estep 
Score: -22633682.000000 Penalty: 5975.225098
	Iteration 22Q: 3 clusters Score -2.263368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 170203 members 
Entering Unmasked Estep 
Score: -22633684.000000 Penalty: 5975.225098
	Iteration 23Q: 3 clusters Score -2.263368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 170203 members 
Entering Unmasked Estep 
Score: -22633684.000000 Penalty: 5975.225098
	Iteration 24F: 3 clusters Score -2.263368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Entering Unmasked Estep 
Score: -392961.531250 Penalty: 1983.003052
	Iteration 0F: 2 clusters Score -392961.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -389736.406250 Penalty: 3966.006104
	Iteration 0F: 3 clusters Score -389736.4 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -390365.343750 Penalty: 3966.006104
	Iteration 1F: 3 clusters Score -390365.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -390507.250000 Penalty: 3966.006104
	Iteration 2F: 3 clusters Score -390507.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -390593.062500 Penalty: 3966.006104
	Iteration 3Q: 3 clusters Score -390593.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -390665.625000 Penalty: 3966.006104
	Iteration 4Q: 3 clusters Score -390665.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -390719.781250 Penalty: 3966.006104
	Iteration 5Q: 3 clusters Score -390719.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -390750.843750 Penalty: 3966.006104
	Iteration 6Q: 3 clusters Score -390750.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -390779.250000 Penalty: 3966.006104
	Iteration 7Q: 3 clusters Score -390779.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -390809.406250 Penalty: 3966.006104
	Iteration 8Q: 3 clusters Score -390809.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -390834.406250 Penalty: 3966.006104
	Iteration 9Q: 3 clusters Score -390834.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -390862.531250 Penalty: 3966.006104
	Iteration 10Q: 3 clusters Score -390862.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -390888.500000 Penalty: 3966.006104
	Iteration 11Q: 3 clusters Score -390888.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -390920.468750 Penalty: 3966.006104
	Iteration 12Q: 3 clusters Score -390920.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -390946.281250 Penalty: 3966.006104
	Iteration 13Q: 3 clusters Score -390946.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -390979.312500 Penalty: 3966.006104
	Iteration 14Q: 3 clusters Score -390979.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -391011.093750 Penalty: 3966.006104
	Iteration 15Q: 3 clusters Score -391011.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -391037.625000 Penalty: 3966.006104
	Iteration 16Q: 3 clusters Score -391037.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -391061.093750 Penalty: 3966.006104
	Iteration 17Q: 3 clusters Score -391061.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -391075.625000 Penalty: 3966.006104
	Iteration 18Q: 3 clusters Score -391075.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -391094.812500 Penalty: 3966.006104
	Iteration 19Q: 3 clusters Score -391094.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -391119.937500 Penalty: 3966.006104
	Iteration 20F: 3 clusters Score -391119.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -391147.875000 Penalty: 3966.006104
	Iteration 21Q: 3 clusters Score -391147.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -391168.781250 Penalty: 3966.006104
	Iteration 22Q: 3 clusters Score -391168.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -391186.062500 Penalty: 3966.006104
	Iteration 23Q: 3 clusters Score -391186.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -391206.093750 Penalty: 3966.006104
	Iteration 24Q: 3 clusters Score -391206.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -391227.406250 Penalty: 3966.006104
	Iteration 25Q: 3 clusters Score -391227.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -391247.281250 Penalty: 3966.006104
	Iteration 26Q: 3 clusters Score -391247.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -391266.375000 Penalty: 3966.006104
	Iteration 27Q: 3 clusters Score -391266.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -391275.687500 Penalty: 3966.006104
	Iteration 28Q: 3 clusters Score -391275.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -391284.531250 Penalty: 3966.006104
	Iteration 29Q: 3 clusters Score -391284.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -391293.062500 Penalty: 3966.006104
	Iteration 30Q: 3 clusters Score -391293.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -391300.656250 Penalty: 3966.006104
	Iteration 31Q: 3 clusters Score -391300.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -391306.125000 Penalty: 3966.006104
	Iteration 32Q: 3 clusters Score -391306.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -391312.218750 Penalty: 3966.006104
	Iteration 33Q: 3 clusters Score -391312.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -391318.250000 Penalty: 3966.006104
	Iteration 34Q: 3 clusters Score -391318.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -391324.812500 Penalty: 3966.006104
	Iteration 35Q: 3 clusters Score -391324.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -391329.875000 Penalty: 3966.006104
	Iteration 36Q: 3 clusters Score -391329.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -391331.937500 Penalty: 3966.006104
	Iteration 37Q: 3 clusters Score -391331.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -391334.531250 Penalty: 3966.006104
	Iteration 38Q: 3 clusters Score -391334.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -391337.406250 Penalty: 3966.006104
	Iteration 39Q: 3 clusters Score -391337.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -391339.000000 Penalty: 3966.006104
	Iteration 40F: 3 clusters Score -391339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -391342.156250 Penalty: 3966.006104
	Iteration 41Q: 3 clusters Score -391342.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -391342.843750 Penalty: 3966.006104
	Iteration 42Q: 3 clusters Score -391342.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -391344.500000 Penalty: 3966.006104
	Iteration 43Q: 3 clusters Score -391344.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -391347.531250 Penalty: 3966.006104
	Iteration 44Q: 3 clusters Score -391347.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -391349.250000 Penalty: 3966.006104
	Iteration 45Q: 3 clusters Score -391349.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -391351.687500 Penalty: 3966.006104
	Iteration 46Q: 3 clusters Score -391351.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -391353.406250 Penalty: 3966.006104
	Iteration 47Q: 3 clusters Score -391353.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -391356.562500 Penalty: 3966.006104
	Iteration 48Q: 3 clusters Score -391356.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -391360.406250 Penalty: 3966.006104
	Iteration 49Q: 3 clusters Score -391360.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -391363.656250 Penalty: 3966.006104
	Iteration 50Q: 3 clusters Score -391363.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -391366.437500 Penalty: 3966.006104
	Iteration 51Q: 3 clusters Score -391366.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -391371.843750 Penalty: 3966.006104
	Iteration 52Q: 3 clusters Score -391371.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -391377.937500 Penalty: 3966.006104
	Iteration 53Q: 3 clusters Score -391377.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -391384.875000 Penalty: 3966.006104
	Iteration 54Q: 3 clusters Score -391384.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -391389.531250 Penalty: 3966.006104
	Iteration 55Q: 3 clusters Score -391389.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -391394.718750 Penalty: 3966.006104
	Iteration 56Q: 3 clusters Score -391394.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -391398.406250 Penalty: 3966.006104
	Iteration 57Q: 3 clusters Score -391398.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -391402.812500 Penalty: 3966.006104
	Iteration 58Q: 3 clusters Score -391402.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -391407.437500 Penalty: 3966.006104
	Iteration 59Q: 3 clusters Score -391407.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -391411.000000 Penalty: 3966.006104
	Iteration 60F: 3 clusters Score -391411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -391412.718750 Penalty: 3966.006104
	Iteration 61Q: 3 clusters Score -391412.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -391413.906250 Penalty: 3966.006104
	Iteration 62Q: 3 clusters Score -391413.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -391414.718750 Penalty: 3966.006104
	Iteration 63Q: 3 clusters Score -391414.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -391414.718750 Penalty: 3966.006104
	Iteration 64F: 3 clusters Score -391414.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Entering Unmasked Estep 
Score: -6546454.500000 Penalty: 2675.853271
	Iteration 0F: 2 clusters Score -6546454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -6513605.500000 Penalty: 5351.706543
	Iteration 0F: 3 clusters Score -6513606 nChanged 22388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -6525891.500000 Penalty: 5351.706543
	Iteration 1F: 3 clusters Score -6525892 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -6526327.500000 Penalty: 5351.706543
	Iteration 2Q: 3 clusters Score -6526328 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -6526753.000000 Penalty: 5351.706543
	Iteration 3Q: 3 clusters Score -6526753 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -6527163.500000 Penalty: 5351.706543
	Iteration 4Q: 3 clusters Score -6527164 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -6527599.000000 Penalty: 5351.706543
	Iteration 5Q: 3 clusters Score -6527599 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -6528077.500000 Penalty: 5351.706543
	Iteration 6Q: 3 clusters Score -6528078 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -6528717.500000 Penalty: 5351.706543
	Iteration 7Q: 3 clusters Score -6528718 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -6529473.500000 Penalty: 5351.706543
	Iteration 8Q: 3 clusters Score -6529474 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -6530453.000000 Penalty: 5351.706543
	Iteration 9Q: 3 clusters Score -6530453 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -6531712.500000 Penalty: 5351.706543
	Iteration 10Q: 3 clusters Score -6531712 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -6533139.500000 Penalty: 5351.706543
	Iteration 11Q: 3 clusters Score -6533140 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -6534695.000000 Penalty: 5351.706543
	Iteration 12Q: 3 clusters Score -6534695 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -6536279.000000 Penalty: 5351.706543
	Iteration 13Q: 3 clusters Score -6536279 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -6537752.500000 Penalty: 5351.706543
	Iteration 14Q: 3 clusters Score -6537752 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -6539032.000000 Penalty: 5351.706543
	Iteration 15Q: 3 clusters Score -6539032 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -6540139.500000 Penalty: 5351.706543
	Iteration 16Q: 3 clusters Score -6540140 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -6540979.000000 Penalty: 5351.706543
	Iteration 17Q: 3 clusters Score -6540979 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -6541704.500000 Penalty: 5351.706543
	Iteration 18Q: 3 clusters Score -6541704 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -6542290.500000 Penalty: 5351.706543
	Iteration 19Q: 3 clusters Score -6542290 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -6542736.500000 Penalty: 5351.706543
	Iteration 20F: 3 clusters Score -6542736 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -6543050.500000 Penalty: 5351.706543
	Iteration 21Q: 3 clusters Score -6543050 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -6543298.500000 Penalty: 5351.706543
	Iteration 22Q: 3 clusters Score -6543298 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -6543499.500000 Penalty: 5351.706543
	Iteration 23Q: 3 clusters Score -6543500 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6543638.500000 Penalty: 5351.706543
	Iteration 24Q: 3 clusters Score -6543638 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6543725.500000 Penalty: 5351.706543
	Iteration 25Q: 3 clusters Score -6543726 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6543795.500000 Penalty: 5351.706543
	Iteration 26Q: 3 clusters Score -6543796 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6543878.500000 Penalty: 5351.706543
	Iteration 27Q: 3 clusters Score -6543878 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -6543934.000000 Penalty: 5351.706543
	Iteration 28Q: 3 clusters Score -6543934 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -6543985.500000 Penalty: 5351.706543
	Iteration 29Q: 3 clusters Score -6543986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6544037.500000 Penalty: 5351.706543
	Iteration 30Q: 3 clusters Score -6544038 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6544064.500000 Penalty: 5351.706543
	Iteration 31Q: 3 clusters Score -6544064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -6544089.500000 Penalty: 5351.706543
	Iteration 32Q: 3 clusters Score -6544090 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6544127.000000 Penalty: 5351.706543
	Iteration 33Q: 3 clusters Score -6544127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6544151.000000 Penalty: 5351.706543
	Iteration 34Q: 3 clusters Score -6544151 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6544155.000000 Penalty: 5351.706543
	Iteration 35Q: 3 clusters Score -6544155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6544168.500000 Penalty: 5351.706543
	Iteration 36Q: 3 clusters Score -6544168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6544179.000000 Penalty: 5351.706543
	Iteration 37Q: 3 clusters Score -6544179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6544183.000000 Penalty: 5351.706543
	Iteration 38Q: 3 clusters Score -6544183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -6544182.000000 Penalty: 5351.706543
	Iteration 39Q: 3 clusters Score -6544182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6544195.000000 Penalty: 5351.706543
	Iteration 40F: 3 clusters Score -6544195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6544191.500000 Penalty: 5351.706543
	Iteration 41Q: 3 clusters Score -6544192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -6544200.500000 Penalty: 5351.706543
	Iteration 42Q: 3 clusters Score -6544200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6544211.500000 Penalty: 5351.706543
	Iteration 43Q: 3 clusters Score -6544212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -6544199.000000 Penalty: 5351.706543
	Iteration 44Q: 3 clusters Score -6544199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6544194.500000 Penalty: 5351.706543
	Iteration 45Q: 3 clusters Score -6544194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6544193.500000 Penalty: 5351.706543
	Iteration 46Q: 3 clusters Score -6544194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6544211.000000 Penalty: 5351.706543
	Iteration 47Q: 3 clusters Score -6544211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6544217.500000 Penalty: 5351.706543
	Iteration 48Q: 3 clusters Score -6544218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6544225.500000 Penalty: 5351.706543
	Iteration 49Q: 3 clusters Score -6544226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -6544228.500000 Penalty: 5351.706543
	Iteration 50Q: 3 clusters Score -6544228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6544233.500000 Penalty: 5351.706543
	Iteration 51Q: 3 clusters Score -6544234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6544238.000000 Penalty: 5351.706543
	Iteration 52Q: 3 clusters Score -6544238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6544241.500000 Penalty: 5351.706543
	Iteration 53Q: 3 clusters Score -6544242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -6544234.000000 Penalty: 5351.706543
	Iteration 54Q: 3 clusters Score -6544234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6544240.000000 Penalty: 5351.706543
	Iteration 55Q: 3 clusters Score -6544240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6544243.000000 Penalty: 5351.706543
	Iteration 56Q: 3 clusters Score -6544243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6544247.500000 Penalty: 5351.706543
	Iteration 57Q: 3 clusters Score -6544248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6544251.500000 Penalty: 5351.706543
	Iteration 58Q: 3 clusters Score -6544252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -6544249.000000 Penalty: 5351.706543
	Iteration 59Q: 3 clusters Score -6544249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6544246.500000 Penalty: 5351.706543
	Iteration 60F: 3 clusters Score -6544246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -134073.875000 Penalty: 1739.227905
	Iteration 0F: 2 clusters Score -134073.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -132065.578125 Penalty: 3478.455811
	Iteration 0F: 3 clusters Score -132065.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -132604.906250 Penalty: 3478.455811
	Iteration 1F: 3 clusters Score -132604.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -133139.687500 Penalty: 3478.455811
	Iteration 2F: 3 clusters Score -133139.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -133785.312500 Penalty: 3478.455811
	Iteration 3F: 3 clusters Score -133785.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -134046.218750 Penalty: 3478.455811
	Iteration 4F: 3 clusters Score -134046.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -134218.312500 Penalty: 3478.455811
	Iteration 5F: 3 clusters Score -134218.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -134299.046875 Penalty: 3478.455811
	Iteration 6Q: 3 clusters Score -134299 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -134402.484375 Penalty: 3478.455811
	Iteration 7Q: 3 clusters Score -134402.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -134491.265625 Penalty: 3478.455811
	Iteration 8Q: 3 clusters Score -134491.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -134542.156250 Penalty: 3478.455811
	Iteration 9Q: 3 clusters Score -134542.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -134561.484375 Penalty: 3478.455811
	Iteration 10Q: 3 clusters Score -134561.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -134568.375000 Penalty: 3478.455811
	Iteration 11Q: 3 clusters Score -134568.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -134573.968750 Penalty: 3478.455811
	Iteration 12Q: 3 clusters Score -134574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -134573.968750 Penalty: 3478.455811
	Iteration 13F: 3 clusters Score -134574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159975 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170557 members 
Mstep: Class 5 contains 2969 members 
Mstep: Class 6 contains 48520 members 
Mstep: Class 7 contains 284 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 6310 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169460 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9689 members 
Mstep: Class 15 contains 164598 members 
Mstep: Class 16 contains 164259 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24825 members 
Mstep: Class 20 contains 51927 members 
Mstep: Class 21 contains 158405 members 
Mstep: Class 22 contains 81363 members 
Mstep: Class 23 contains 152473 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 827 members 
Entering Unmasked Estep 
Score: -180410480.000000 Penalty: 91161.578125
Splitting cluster 7 changes total score from -180411504.000000 to -180410480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Entering Unmasked Estep 
Score: -175118.859375 Penalty: 1793.000000
	Iteration 0F: 2 clusters Score -175118.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -172917.625000 Penalty: 3586.000000
	Iteration 0F: 3 clusters Score -172917.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -173251.375000 Penalty: 3586.000000
	Iteration 1F: 3 clusters Score -173251.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -173370.187500 Penalty: 3586.000000
	Iteration 2F: 3 clusters Score -173370.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -173434.968750 Penalty: 3586.000000
	Iteration 3Q: 3 clusters Score -173435 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -173500.468750 Penalty: 3586.000000
	Iteration 4Q: 3 clusters Score -173500.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -173555.265625 Penalty: 3586.000000
	Iteration 5Q: 3 clusters Score -173555.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -173600.828125 Penalty: 3586.000000
	Iteration 6Q: 3 clusters Score -173600.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -173639.234375 Penalty: 3586.000000
	Iteration 7Q: 3 clusters Score -173639.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -173678.593750 Penalty: 3586.000000
	Iteration 8Q: 3 clusters Score -173678.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -173695.218750 Penalty: 3586.000000
	Iteration 9Q: 3 clusters Score -173695.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -173712.218750 Penalty: 3586.000000
	Iteration 10Q: 3 clusters Score -173712.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -173732.031250 Penalty: 3586.000000
	Iteration 11Q: 3 clusters Score -173732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -173741.015625 Penalty: 3586.000000
	Iteration 12Q: 3 clusters Score -173741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -173754.250000 Penalty: 3586.000000
	Iteration 13Q: 3 clusters Score -173754.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -173766.687500 Penalty: 3586.000000
	Iteration 14Q: 3 clusters Score -173766.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -173783.656250 Penalty: 3586.000000
	Iteration 15Q: 3 clusters Score -173783.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -173798.734375 Penalty: 3586.000000
	Iteration 16Q: 3 clusters Score -173798.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -173816.031250 Penalty: 3586.000000
	Iteration 17Q: 3 clusters Score -173816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -173826.859375 Penalty: 3586.000000
	Iteration 18Q: 3 clusters Score -173826.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -173837.656250 Penalty: 3586.000000
	Iteration 19Q: 3 clusters Score -173837.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -173841.046875 Penalty: 3586.000000
	Iteration 20F: 3 clusters Score -173841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -173842.578125 Penalty: 3586.000000
	Iteration 21Q: 3 clusters Score -173842.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -173842.578125 Penalty: 3586.000000
	Iteration 22F: 3 clusters Score -173842.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Entering Unmasked Estep 
Score: -798980.125000 Penalty: 2169.973145
	Iteration 0F: 2 clusters Score -798980.1 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 3157 members 
Entering Unmasked Estep 
Score: -793675.312500 Penalty: 4339.946289
	Iteration 0F: 3 clusters Score -793675.3 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -795353.812500 Penalty: 4339.946289
	Iteration 1F: 3 clusters Score -795353.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -795876.500000 Penalty: 4339.946289
	Iteration 2F: 3 clusters Score -795876.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -796218.312500 Penalty: 4339.946289
	Iteration 3F: 3 clusters Score -796218.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -796463.000000 Penalty: 4339.946289
	Iteration 4F: 3 clusters Score -796463 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -796607.250000 Penalty: 4339.946289
	Iteration 5Q: 3 clusters Score -796607.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -796712.437500 Penalty: 4339.946289
	Iteration 6Q: 3 clusters Score -796712.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -796787.937500 Penalty: 4339.946289
	Iteration 7Q: 3 clusters Score -796787.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -796847.875000 Penalty: 4339.946289
	Iteration 8Q: 3 clusters Score -796847.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -796881.250000 Penalty: 4339.946289
	Iteration 9Q: 3 clusters Score -796881.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -796907.187500 Penalty: 4339.946289
	Iteration 10Q: 3 clusters Score -796907.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -796925.500000 Penalty: 4339.946289
	Iteration 11Q: 3 clusters Score -796925.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -796936.062500 Penalty: 4339.946289
	Iteration 12Q: 3 clusters Score -796936.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -796945.125000 Penalty: 4339.946289
	Iteration 13Q: 3 clusters Score -796945.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -796953.625000 Penalty: 4339.946289
	Iteration 14Q: 3 clusters Score -796953.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -796957.750000 Penalty: 4339.946289
	Iteration 15Q: 3 clusters Score -796957.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -796964.875000 Penalty: 4339.946289
	Iteration 16Q: 3 clusters Score -796964.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -796972.937500 Penalty: 4339.946289
	Iteration 17Q: 3 clusters Score -796972.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -796981.125000 Penalty: 4339.946289
	Iteration 18Q: 3 clusters Score -796981.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -796984.625000 Penalty: 4339.946289
	Iteration 19Q: 3 clusters Score -796984.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -796990.375000 Penalty: 4339.946289
	Iteration 20F: 3 clusters Score -796990.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -796994.375000 Penalty: 4339.946289
	Iteration 21Q: 3 clusters Score -796994.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -796997.000000 Penalty: 4339.946289
	Iteration 22Q: 3 clusters Score -796997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -796999.250000 Penalty: 4339.946289
	Iteration 23Q: 3 clusters Score -796999.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -797002.812500 Penalty: 4339.946289
	Iteration 24Q: 3 clusters Score -797002.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -797009.687500 Penalty: 4339.946289
	Iteration 25Q: 3 clusters Score -797009.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -797013.625000 Penalty: 4339.946289
	Iteration 26Q: 3 clusters Score -797013.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -797016.625000 Penalty: 4339.946289
	Iteration 27Q: 3 clusters Score -797016.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -797020.687500 Penalty: 4339.946289
	Iteration 28Q: 3 clusters Score -797020.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -797023.125000 Penalty: 4339.946289
	Iteration 29Q: 3 clusters Score -797023.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -797026.125000 Penalty: 4339.946289
	Iteration 30Q: 3 clusters Score -797026.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -797029.250000 Penalty: 4339.946289
	Iteration 31Q: 3 clusters Score -797029.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -797031.562500 Penalty: 4339.946289
	Iteration 32Q: 3 clusters Score -797031.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -797033.437500 Penalty: 4339.946289
	Iteration 33Q: 3 clusters Score -797033.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -797036.250000 Penalty: 4339.946289
	Iteration 34Q: 3 clusters Score -797036.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -797037.875000 Penalty: 4339.946289
	Iteration 35Q: 3 clusters Score -797037.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -797040.687500 Penalty: 4339.946289
	Iteration 36Q: 3 clusters Score -797040.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -797042.125000 Penalty: 4339.946289
	Iteration 37Q: 3 clusters Score -797042.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -797042.312500 Penalty: 4339.946289
	Iteration 38Q: 3 clusters Score -797042.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -797045.750000 Penalty: 4339.946289
	Iteration 39Q: 3 clusters Score -797045.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -797045.875000 Penalty: 4339.946289
	Iteration 40F: 3 clusters Score -797045.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -797046.875000 Penalty: 4339.946289
	Iteration 41Q: 3 clusters Score -797046.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -797049.125000 Penalty: 4339.946289
	Iteration 42Q: 3 clusters Score -797049.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -797051.750000 Penalty: 4339.946289
	Iteration 43Q: 3 clusters Score -797051.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -797051.312500 Penalty: 4339.946289
	Iteration 44Q: 3 clusters Score -797051.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -797050.812500 Penalty: 4339.946289
	Iteration 45Q: 3 clusters Score -797050.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -797051.312500 Penalty: 4339.946289
	Iteration 46Q: 3 clusters Score -797051.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -797051.312500 Penalty: 4339.946289
	Iteration 47F: 3 clusters Score -797051.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Entering Unmasked Estep 
Score: -665824.937500 Penalty: 2114.338379
	Iteration 0F: 2 clusters Score -665824.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -661307.437500 Penalty: 4228.676758
	Iteration 0F: 3 clusters Score -661307.4 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -662281.937500 Penalty: 4228.676758
	Iteration 1F: 3 clusters Score -662281.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -662505.062500 Penalty: 4228.676758
	Iteration 2F: 3 clusters Score -662505.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -662642.625000 Penalty: 4228.676758
	Iteration 3Q: 3 clusters Score -662642.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -662736.125000 Penalty: 4228.676758
	Iteration 4Q: 3 clusters Score -662736.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -662807.812500 Penalty: 4228.676758
	Iteration 5Q: 3 clusters Score -662807.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -662886.250000 Penalty: 4228.676758
	Iteration 6Q: 3 clusters Score -662886.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -662966.625000 Penalty: 4228.676758
	Iteration 7Q: 3 clusters Score -662966.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -663049.562500 Penalty: 4228.676758
	Iteration 8Q: 3 clusters Score -663049.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -663124.125000 Penalty: 4228.676758
	Iteration 9Q: 3 clusters Score -663124.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -663199.312500 Penalty: 4228.676758
	Iteration 10Q: 3 clusters Score -663199.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -663271.250000 Penalty: 4228.676758
	Iteration 11Q: 3 clusters Score -663271.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -663334.062500 Penalty: 4228.676758
	Iteration 12Q: 3 clusters Score -663334.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -663396.062500 Penalty: 4228.676758
	Iteration 13Q: 3 clusters Score -663396.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -663447.125000 Penalty: 4228.676758
	Iteration 14Q: 3 clusters Score -663447.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -663498.375000 Penalty: 4228.676758
	Iteration 15Q: 3 clusters Score -663498.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -663552.375000 Penalty: 4228.676758
	Iteration 16Q: 3 clusters Score -663552.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -663609.000000 Penalty: 4228.676758
	Iteration 17Q: 3 clusters Score -663609 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -663661.875000 Penalty: 4228.676758
	Iteration 18Q: 3 clusters Score -663661.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -663700.000000 Penalty: 4228.676758
	Iteration 19Q: 3 clusters Score -663700 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -663737.062500 Penalty: 4228.676758
	Iteration 20F: 3 clusters Score -663737.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -663774.937500 Penalty: 4228.676758
	Iteration 21Q: 3 clusters Score -663774.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -663812.125000 Penalty: 4228.676758
	Iteration 22Q: 3 clusters Score -663812.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -663857.750000 Penalty: 4228.676758
	Iteration 23Q: 3 clusters Score -663857.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -663891.250000 Penalty: 4228.676758
	Iteration 24Q: 3 clusters Score -663891.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -663922.187500 Penalty: 4228.676758
	Iteration 25Q: 3 clusters Score -663922.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -663944.062500 Penalty: 4228.676758
	Iteration 26Q: 3 clusters Score -663944.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -663966.687500 Penalty: 4228.676758
	Iteration 27Q: 3 clusters Score -663966.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -663982.125000 Penalty: 4228.676758
	Iteration 28Q: 3 clusters Score -663982.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -663997.062500 Penalty: 4228.676758
	Iteration 29Q: 3 clusters Score -663997.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -664006.750000 Penalty: 4228.676758
	Iteration 30Q: 3 clusters Score -664006.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -664013.937500 Penalty: 4228.676758
	Iteration 31Q: 3 clusters Score -664013.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -664020.250000 Penalty: 4228.676758
	Iteration 32Q: 3 clusters Score -664020.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -664025.437500 Penalty: 4228.676758
	Iteration 33Q: 3 clusters Score -664025.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -664028.625000 Penalty: 4228.676758
	Iteration 34Q: 3 clusters Score -664028.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -664030.125000 Penalty: 4228.676758
	Iteration 35Q: 3 clusters Score -664030.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -664031.250000 Penalty: 4228.676758
	Iteration 36Q: 3 clusters Score -664031.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -664033.312500 Penalty: 4228.676758
	Iteration 37Q: 3 clusters Score -664033.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -664036.000000 Penalty: 4228.676758
	Iteration 38Q: 3 clusters Score -664036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -664040.500000 Penalty: 4228.676758
	Iteration 39Q: 3 clusters Score -664040.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -664043.812500 Penalty: 4228.676758
	Iteration 40F: 3 clusters Score -664043.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -664045.375000 Penalty: 4228.676758
	Iteration 41Q: 3 clusters Score -664045.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -664049.437500 Penalty: 4228.676758
	Iteration 42Q: 3 clusters Score -664049.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -664055.437500 Penalty: 4228.676758
	Iteration 43Q: 3 clusters Score -664055.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -664058.812500 Penalty: 4228.676758
	Iteration 44Q: 3 clusters Score -664058.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -664064.375000 Penalty: 4228.676758
	Iteration 45Q: 3 clusters Score -664064.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -664068.437500 Penalty: 4228.676758
	Iteration 46Q: 3 clusters Score -664068.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -664070.125000 Penalty: 4228.676758
	Iteration 47Q: 3 clusters Score -664070.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -664073.500000 Penalty: 4228.676758
	Iteration 48Q: 3 clusters Score -664073.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -664076.437500 Penalty: 4228.676758
	Iteration 49Q: 3 clusters Score -664076.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -664081.312500 Penalty: 4228.676758
	Iteration 50Q: 3 clusters Score -664081.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -664085.250000 Penalty: 4228.676758
	Iteration 51Q: 3 clusters Score -664085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -664086.062500 Penalty: 4228.676758
	Iteration 52Q: 3 clusters Score -664086.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -664088.187500 Penalty: 4228.676758
	Iteration 53Q: 3 clusters Score -664088.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -664089.937500 Penalty: 4228.676758
	Iteration 54Q: 3 clusters Score -664089.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -664091.875000 Penalty: 4228.676758
	Iteration 55Q: 3 clusters Score -664091.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -664093.125000 Penalty: 4228.676758
	Iteration 56Q: 3 clusters Score -664093.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -664094.625000 Penalty: 4228.676758
	Iteration 57Q: 3 clusters Score -664094.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -664094.625000 Penalty: 4228.676758
	Iteration 58F: 3 clusters Score -664094.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -74900.015625 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -74900.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -73251.812500 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -73251.81 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73524.101562 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -73524.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -73639.679688 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -73639.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -73794.101562 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -73794.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74245.914062 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -74245.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -74800.078125 Penalty: 3184.317383
	Iteration 5F: 3 clusters Score -74800.08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -74994.742188 Penalty: 3184.317383
	Iteration 6F: 3 clusters Score -74994.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -75139.320312 Penalty: 3184.317383
	Iteration 7F: 3 clusters Score -75139.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -75236.125000 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -75236.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -75250.687500 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -75250.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -75268.632812 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -75268.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -75291.843750 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -75291.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -75333.375000 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -75333.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -75353.117188 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -75353.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -75372.328125 Penalty: 3184.317383
	Iteration 14Q: 3 clusters Score -75372.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -75384.078125 Penalty: 3184.317383
	Iteration 15Q: 3 clusters Score -75384.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -75395.570312 Penalty: 3184.317383
	Iteration 16Q: 3 clusters Score -75395.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -75402.195312 Penalty: 3184.317383
	Iteration 17Q: 3 clusters Score -75402.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -75422.601562 Penalty: 3184.317383
	Iteration 18Q: 3 clusters Score -75422.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -75435.007812 Penalty: 3184.317383
	Iteration 19Q: 3 clusters Score -75435.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -75537.015625 Penalty: 3184.317383
	Iteration 20F: 3 clusters Score -75537.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -75774.062500 Penalty: 3184.317383
	Iteration 21Q: 3 clusters Score -75774.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -75774.062500 Penalty: 3184.317383
	Iteration 22F: 3 clusters Score -75774.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159975 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170557 members 
Mstep: Class 5 contains 2969 members 
Mstep: Class 6 contains 48520 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 6310 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 11 contains 485 members 
Mstep: Class 12 contains 169460 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9689 members 
Mstep: Class 15 contains 164598 members 
Mstep: Class 16 contains 164259 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24825 members 
Mstep: Class 20 contains 51927 members 
Mstep: Class 21 contains 158405 members 
Mstep: Class 22 contains 81363 members 
Mstep: Class 23 contains 152473 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 129 members 
Entering Unmasked Estep 
Score: -180410704.000000 Penalty: 91161.578125
Splitting cluster 11 changes total score from -180411504.000000 to -180410704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (169460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169460 members 
Entering Unmasked Estep 
Score: -22698378.000000 Penalty: 2986.012207
	Iteration 0F: 2 clusters Score -2.269838e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84789 members 
Mstep: Class 2 contains 84671 members 
Entering Unmasked Estep 
Score: -22591294.000000 Penalty: 5972.024414
	Iteration 0F: 3 clusters Score -2.259129e+07 nChanged 81300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86719 members 
Mstep: Class 2 contains 82741 members 
Entering Unmasked Estep 
Score: -22638640.000000 Penalty: 5972.024414
	Iteration 1F: 3 clusters Score -2.263864e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88301 members 
Mstep: Class 2 contains 81159 members 
Entering Unmasked Estep 
Score: -22640076.000000 Penalty: 5972.024414
	Iteration 2Q: 3 clusters Score -2.264008e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90916 members 
Mstep: Class 2 contains 78544 members 
Entering Unmasked Estep 
Score: -22642416.000000 Penalty: 5972.024414
	Iteration 3Q: 3 clusters Score -2.264242e+07 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94899 members 
Mstep: Class 2 contains 74561 members 
Entering Unmasked Estep 
Score: -22646158.000000 Penalty: 5972.024414
	Iteration 4Q: 3 clusters Score -2.264616e+07 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100305 members 
Mstep: Class 2 contains 69155 members 
Entering Unmasked Estep 
Score: -22652000.000000 Penalty: 5972.024414
	Iteration 5F: 3 clusters Score -2.2652e+07 nChanged 12140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106789 members 
Mstep: Class 2 contains 62671 members 
Entering Unmasked Estep 
Score: -22660338.000000 Penalty: 5972.024414
	Iteration 6F: 3 clusters Score -2.266034e+07 nChanged 12464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113441 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -22669414.000000 Penalty: 5972.024414
	Iteration 7F: 3 clusters Score -2.266941e+07 nChanged 10908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119105 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -22677606.000000 Penalty: 5972.024414
	Iteration 8F: 3 clusters Score -2.267761e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123242 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -22682898.000000 Penalty: 5972.024414
	Iteration 9F: 3 clusters Score -2.26829e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126357 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -22685792.000000 Penalty: 5972.024414
	Iteration 10Q: 3 clusters Score -2.268579e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128898 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -22687344.000000 Penalty: 5972.024414
	Iteration 11Q: 3 clusters Score -2.268734e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131165 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -22688484.000000 Penalty: 5972.024414
	Iteration 12Q: 3 clusters Score -2.268848e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133419 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -22689586.000000 Penalty: 5972.024414
	Iteration 13Q: 3 clusters Score -2.268959e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135683 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -22690608.000000 Penalty: 5972.024414
	Iteration 14Q: 3 clusters Score -2.269061e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137904 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -22691580.000000 Penalty: 5972.024414
	Iteration 15Q: 3 clusters Score -2.269158e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139953 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -22692490.000000 Penalty: 5972.024414
	Iteration 16Q: 3 clusters Score -2.269249e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141915 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -22693450.000000 Penalty: 5972.024414
	Iteration 17Q: 3 clusters Score -2.269345e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143850 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -22694250.000000 Penalty: 5972.024414
	Iteration 18Q: 3 clusters Score -2.269425e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145790 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -22694972.000000 Penalty: 5972.024414
	Iteration 19Q: 3 clusters Score -2.269497e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147755 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -22695760.000000 Penalty: 5972.024414
	Iteration 20F: 3 clusters Score -2.269576e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149641 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -22696572.000000 Penalty: 5972.024414
	Iteration 21Q: 3 clusters Score -2.269657e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151510 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -22697248.000000 Penalty: 5972.024414
	Iteration 22Q: 3 clusters Score -2.269725e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153197 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -22697802.000000 Penalty: 5972.024414
	Iteration 23Q: 3 clusters Score -2.26978e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154795 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -22698314.000000 Penalty: 5972.024414
	Iteration 24Q: 3 clusters Score -2.269831e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156281 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -22698492.000000 Penalty: 5972.024414
	Iteration 25Q: 3 clusters Score -2.269849e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157647 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -22698720.000000 Penalty: 5972.024414
	Iteration 26Q: 3 clusters Score -2.269872e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158852 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -22698766.000000 Penalty: 5972.024414
	Iteration 27Q: 3 clusters Score -2.269877e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159965 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -22698740.000000 Penalty: 5972.024414
	Iteration 28Q: 3 clusters Score -2.269874e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160927 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -22698808.000000 Penalty: 5972.024414
	Iteration 29Q: 3 clusters Score -2.269881e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161784 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -22698848.000000 Penalty: 5972.024414
	Iteration 30Q: 3 clusters Score -2.269885e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162519 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -22698714.000000 Penalty: 5972.024414
	Iteration 31Q: 3 clusters Score -2.269871e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163125 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -22698630.000000 Penalty: 5972.024414
	Iteration 32Q: 3 clusters Score -2.269863e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163650 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -22698508.000000 Penalty: 5972.024414
	Iteration 33Q: 3 clusters Score -2.269851e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164089 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -22698436.000000 Penalty: 5972.024414
	Iteration 34Q: 3 clusters Score -2.269844e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164479 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -22698314.000000 Penalty: 5972.024414
	Iteration 35Q: 3 clusters Score -2.269831e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164824 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -22698212.000000 Penalty: 5972.024414
	Iteration 36Q: 3 clusters Score -2.269821e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165141 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -22698116.000000 Penalty: 5972.024414
	Iteration 37Q: 3 clusters Score -2.269812e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165412 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -22697970.000000 Penalty: 5972.024414
	Iteration 38Q: 3 clusters Score -2.269797e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165644 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -22697916.000000 Penalty: 5972.024414
	Iteration 39Q: 3 clusters Score -2.269792e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165822 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -22697808.000000 Penalty: 5972.024414
	Iteration 40F: 3 clusters Score -2.269781e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165977 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -22697770.000000 Penalty: 5972.024414
	Iteration 41Q: 3 clusters Score -2.269777e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166128 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -22697732.000000 Penalty: 5972.024414
	Iteration 42Q: 3 clusters Score -2.269773e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166265 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -22697754.000000 Penalty: 5972.024414
	Iteration 43Q: 3 clusters Score -2.269775e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166365 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -22697708.000000 Penalty: 5972.024414
	Iteration 44Q: 3 clusters Score -2.269771e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166458 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -22697640.000000 Penalty: 5972.024414
	Iteration 45Q: 3 clusters Score -2.269764e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166539 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -22697604.000000 Penalty: 5972.024414
	Iteration 46Q: 3 clusters Score -2.26976e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166615 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -22697562.000000 Penalty: 5972.024414
	Iteration 47Q: 3 clusters Score -2.269756e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166692 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -22697536.000000 Penalty: 5972.024414
	Iteration 48Q: 3 clusters Score -2.269754e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166748 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -22697512.000000 Penalty: 5972.024414
	Iteration 49Q: 3 clusters Score -2.269751e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166803 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -22697484.000000 Penalty: 5972.024414
	Iteration 50Q: 3 clusters Score -2.269748e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166851 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -22697486.000000 Penalty: 5972.024414
	Iteration 51Q: 3 clusters Score -2.269749e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166896 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -22697472.000000 Penalty: 5972.024414
	Iteration 52Q: 3 clusters Score -2.269747e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166930 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -22697482.000000 Penalty: 5972.024414
	Iteration 53Q: 3 clusters Score -2.269748e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166967 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -22697524.000000 Penalty: 5972.024414
	Iteration 54Q: 3 clusters Score -2.269752e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166999 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -22697516.000000 Penalty: 5972.024414
	Iteration 55Q: 3 clusters Score -2.269752e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167033 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -22697496.000000 Penalty: 5972.024414
	Iteration 56Q: 3 clusters Score -2.26975e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167063 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -22697436.000000 Penalty: 5972.024414
	Iteration 57Q: 3 clusters Score -2.269744e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167091 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -22697430.000000 Penalty: 5972.024414
	Iteration 58Q: 3 clusters Score -2.269743e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167120 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -22697420.000000 Penalty: 5972.024414
	Iteration 59Q: 3 clusters Score -2.269742e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167152 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -22697414.000000 Penalty: 5972.024414
	Iteration 60F: 3 clusters Score -2.269741e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167182 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -22697386.000000 Penalty: 5972.024414
	Iteration 61Q: 3 clusters Score -2.269739e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167209 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -22697386.000000 Penalty: 5972.024414
	Iteration 62Q: 3 clusters Score -2.269739e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167229 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -22697374.000000 Penalty: 5972.024414
	Iteration 63Q: 3 clusters Score -2.269737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167243 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -22697336.000000 Penalty: 5972.024414
	Iteration 64Q: 3 clusters Score -2.269734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167252 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -22697340.000000 Penalty: 5972.024414
	Iteration 65Q: 3 clusters Score -2.269734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167259 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -22697340.000000 Penalty: 5972.024414
	Iteration 66Q: 3 clusters Score -2.269734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167266 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -22697318.000000 Penalty: 5972.024414
	Iteration 67Q: 3 clusters Score -2.269732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167276 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -22697328.000000 Penalty: 5972.024414
	Iteration 68Q: 3 clusters Score -2.269733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167283 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -22697326.000000 Penalty: 5972.024414
	Iteration 69Q: 3 clusters Score -2.269733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167290 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -22697330.000000 Penalty: 5972.024414
	Iteration 70Q: 3 clusters Score -2.269733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167297 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -22697338.000000 Penalty: 5972.024414
	Iteration 71Q: 3 clusters Score -2.269734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167300 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -22697328.000000 Penalty: 5972.024414
	Iteration 72Q: 3 clusters Score -2.269733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167302 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -22697324.000000 Penalty: 5972.024414
	Iteration 73Q: 3 clusters Score -2.269732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167305 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -22697322.000000 Penalty: 5972.024414
	Iteration 74Q: 3 clusters Score -2.269732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167306 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -22697326.000000 Penalty: 5972.024414
	Iteration 75Q: 3 clusters Score -2.269733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167311 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -22697310.000000 Penalty: 5972.024414
	Iteration 76Q: 3 clusters Score -2.269731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167316 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -22697316.000000 Penalty: 5972.024414
	Iteration 77Q: 3 clusters Score -2.269732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167321 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -22697312.000000 Penalty: 5972.024414
	Iteration 78Q: 3 clusters Score -2.269731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167326 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -22697308.000000 Penalty: 5972.024414
	Iteration 79Q: 3 clusters Score -2.269731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167329 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -22697306.000000 Penalty: 5972.024414
	Iteration 80F: 3 clusters Score -2.269731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167333 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -22697306.000000 Penalty: 5972.024414
	Iteration 81Q: 3 clusters Score -2.269731e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167338 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -22697300.000000 Penalty: 5972.024414
	Iteration 82Q: 3 clusters Score -2.26973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167341 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -22697304.000000 Penalty: 5972.024414
	Iteration 83Q: 3 clusters Score -2.26973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167343 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -22697308.000000 Penalty: 5972.024414
	Iteration 84Q: 3 clusters Score -2.269731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167343 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -22697308.000000 Penalty: 5972.024414
	Iteration 85F: 3 clusters Score -2.269731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Entering Unmasked Estep 
Score: -268937.531250 Penalty: 1885.395508
	Iteration 0F: 2 clusters Score -268937.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -266319.406250 Penalty: 3770.791016
	Iteration 0F: 3 clusters Score -266319.4 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -266789.281250 Penalty: 3770.791016
	Iteration 1F: 3 clusters Score -266789.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -266886.187500 Penalty: 3770.791016
	Iteration 2F: 3 clusters Score -266886.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -266927.812500 Penalty: 3770.791016
	Iteration 3Q: 3 clusters Score -266927.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -266949.718750 Penalty: 3770.791016
	Iteration 4Q: 3 clusters Score -266949.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -266963.343750 Penalty: 3770.791016
	Iteration 5Q: 3 clusters Score -266963.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -266973.781250 Penalty: 3770.791016
	Iteration 6Q: 3 clusters Score -266973.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -266983.750000 Penalty: 3770.791016
	Iteration 7Q: 3 clusters Score -266983.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -266993.218750 Penalty: 3770.791016
	Iteration 8Q: 3 clusters Score -266993.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -267003.937500 Penalty: 3770.791016
	Iteration 9Q: 3 clusters Score -267003.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -267013.937500 Penalty: 3770.791016
	Iteration 10Q: 3 clusters Score -267013.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -267023.125000 Penalty: 3770.791016
	Iteration 11Q: 3 clusters Score -267023.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -267029.312500 Penalty: 3770.791016
	Iteration 12Q: 3 clusters Score -267029.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -267035.812500 Penalty: 3770.791016
	Iteration 13Q: 3 clusters Score -267035.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -267040.437500 Penalty: 3770.791016
	Iteration 14Q: 3 clusters Score -267040.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -267041.656250 Penalty: 3770.791016
	Iteration 15Q: 3 clusters Score -267041.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -267041.656250 Penalty: 3770.791016
	Iteration 16F: 3 clusters Score -267041.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Entering Unmasked Estep 
Score: -1307794.250000 Penalty: 2276.329102
	Iteration 0F: 2 clusters Score -1307794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1300373.625000 Penalty: 4552.658203
	Iteration 0F: 3 clusters Score -1300374 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1302463.625000 Penalty: 4552.658203
	Iteration 1F: 3 clusters Score -1302464 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1302743.875000 Penalty: 4552.658203
	Iteration 2F: 3 clusters Score -1302744 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1302941.125000 Penalty: 4552.658203
	Iteration 3Q: 3 clusters Score -1302941 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1303095.250000 Penalty: 4552.658203
	Iteration 4Q: 3 clusters Score -1303095 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1303212.000000 Penalty: 4552.658203
	Iteration 5Q: 3 clusters Score -1303212 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1303319.000000 Penalty: 4552.658203
	Iteration 6Q: 3 clusters Score -1303319 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1303399.000000 Penalty: 4552.658203
	Iteration 7Q: 3 clusters Score -1303399 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1303458.000000 Penalty: 4552.658203
	Iteration 8Q: 3 clusters Score -1303458 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1303512.250000 Penalty: 4552.658203
	Iteration 9Q: 3 clusters Score -1303512 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1303551.375000 Penalty: 4552.658203
	Iteration 10Q: 3 clusters Score -1303551 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1303591.500000 Penalty: 4552.658203
	Iteration 11Q: 3 clusters Score -1303592 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1303620.125000 Penalty: 4552.658203
	Iteration 12Q: 3 clusters Score -1303620 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1303658.000000 Penalty: 4552.658203
	Iteration 13Q: 3 clusters Score -1303658 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1303699.125000 Penalty: 4552.658203
	Iteration 14Q: 3 clusters Score -1303699 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1303734.875000 Penalty: 4552.658203
	Iteration 15Q: 3 clusters Score -1303735 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1303771.875000 Penalty: 4552.658203
	Iteration 16Q: 3 clusters Score -1303772 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1303812.125000 Penalty: 4552.658203
	Iteration 17Q: 3 clusters Score -1303812 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1303855.875000 Penalty: 4552.658203
	Iteration 18Q: 3 clusters Score -1303856 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1303900.125000 Penalty: 4552.658203
	Iteration 19Q: 3 clusters Score -1303900 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1303961.125000 Penalty: 4552.658203
	Iteration 20F: 3 clusters Score -1303961 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1304026.750000 Penalty: 4552.658203
	Iteration 21Q: 3 clusters Score -1304027 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1304106.125000 Penalty: 4552.658203
	Iteration 22Q: 3 clusters Score -1304106 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1304202.875000 Penalty: 4552.658203
	Iteration 23Q: 3 clusters Score -1304203 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1304322.625000 Penalty: 4552.658203
	Iteration 24Q: 3 clusters Score -1304323 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1304433.875000 Penalty: 4552.658203
	Iteration 25Q: 3 clusters Score -1304434 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1304550.250000 Penalty: 4552.658203
	Iteration 26Q: 3 clusters Score -1304550 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1304681.125000 Penalty: 4552.658203
	Iteration 27Q: 3 clusters Score -1304681 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1304803.625000 Penalty: 4552.658203
	Iteration 28Q: 3 clusters Score -1304804 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1304904.625000 Penalty: 4552.658203
	Iteration 29Q: 3 clusters Score -1304905 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1304985.625000 Penalty: 4552.658203
	Iteration 30Q: 3 clusters Score -1304986 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1305032.750000 Penalty: 4552.658203
	Iteration 31Q: 3 clusters Score -1305033 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1305070.000000 Penalty: 4552.658203
	Iteration 32Q: 3 clusters Score -1305070 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1305095.000000 Penalty: 4552.658203
	Iteration 33Q: 3 clusters Score -1305095 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1305124.750000 Penalty: 4552.658203
	Iteration 34Q: 3 clusters Score -1305125 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1305138.625000 Penalty: 4552.658203
	Iteration 35Q: 3 clusters Score -1305139 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1305154.625000 Penalty: 4552.658203
	Iteration 36Q: 3 clusters Score -1305155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1305167.000000 Penalty: 4552.658203
	Iteration 37Q: 3 clusters Score -1305167 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1305181.750000 Penalty: 4552.658203
	Iteration 38Q: 3 clusters Score -1305182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1305192.500000 Penalty: 4552.658203
	Iteration 39Q: 3 clusters Score -1305192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1305202.375000 Penalty: 4552.658203
	Iteration 40F: 3 clusters Score -1305202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1305212.375000 Penalty: 4552.658203
	Iteration 41Q: 3 clusters Score -1305212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1305218.875000 Penalty: 4552.658203
	Iteration 42Q: 3 clusters Score -1305219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1305226.500000 Penalty: 4552.658203
	Iteration 43Q: 3 clusters Score -1305226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1305234.000000 Penalty: 4552.658203
	Iteration 44Q: 3 clusters Score -1305234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1305243.500000 Penalty: 4552.658203
	Iteration 45Q: 3 clusters Score -1305244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1305251.875000 Penalty: 4552.658203
	Iteration 46Q: 3 clusters Score -1305252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1305259.250000 Penalty: 4552.658203
	Iteration 47Q: 3 clusters Score -1305259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1305264.375000 Penalty: 4552.658203
	Iteration 48Q: 3 clusters Score -1305264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1305270.250000 Penalty: 4552.658203
	Iteration 49Q: 3 clusters Score -1305270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1305275.750000 Penalty: 4552.658203
	Iteration 50Q: 3 clusters Score -1305276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1305284.000000 Penalty: 4552.658203
	Iteration 51Q: 3 clusters Score -1305284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1305291.750000 Penalty: 4552.658203
	Iteration 52Q: 3 clusters Score -1305292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1305300.125000 Penalty: 4552.658203
	Iteration 53Q: 3 clusters Score -1305300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1305305.375000 Penalty: 4552.658203
	Iteration 54Q: 3 clusters Score -1305305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1305317.750000 Penalty: 4552.658203
	Iteration 55Q: 3 clusters Score -1305318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1305321.875000 Penalty: 4552.658203
	Iteration 56Q: 3 clusters Score -1305322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1305333.875000 Penalty: 4552.658203
	Iteration 57Q: 3 clusters Score -1305334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1305342.500000 Penalty: 4552.658203
	Iteration 58Q: 3 clusters Score -1305342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1305350.000000 Penalty: 4552.658203
	Iteration 59Q: 3 clusters Score -1305350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1305356.875000 Penalty: 4552.658203
	Iteration 60F: 3 clusters Score -1305357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1305364.375000 Penalty: 4552.658203
	Iteration 61Q: 3 clusters Score -1305364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1305368.125000 Penalty: 4552.658203
	Iteration 62Q: 3 clusters Score -1305368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1305371.875000 Penalty: 4552.658203
	Iteration 63Q: 3 clusters Score -1305372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1305373.125000 Penalty: 4552.658203
	Iteration 64Q: 3 clusters Score -1305373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1305379.750000 Penalty: 4552.658203
	Iteration 65Q: 3 clusters Score -1305380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1305381.375000 Penalty: 4552.658203
	Iteration 66Q: 3 clusters Score -1305381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1305383.250000 Penalty: 4552.658203
	Iteration 67Q: 3 clusters Score -1305383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1305388.625000 Penalty: 4552.658203
	Iteration 68Q: 3 clusters Score -1305389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1305389.750000 Penalty: 4552.658203
	Iteration 69Q: 3 clusters Score -1305390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1305397.750000 Penalty: 4552.658203
	Iteration 70Q: 3 clusters Score -1305398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1305401.250000 Penalty: 4552.658203
	Iteration 71Q: 3 clusters Score -1305401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1305405.500000 Penalty: 4552.658203
	Iteration 72Q: 3 clusters Score -1305406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1305404.125000 Penalty: 4552.658203
	Iteration 73Q: 3 clusters Score -1305404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1305408.375000 Penalty: 4552.658203
	Iteration 74Q: 3 clusters Score -1305408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1305409.250000 Penalty: 4552.658203
	Iteration 75Q: 3 clusters Score -1305409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1305409.875000 Penalty: 4552.658203
	Iteration 76Q: 3 clusters Score -1305410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1305412.750000 Penalty: 4552.658203
	Iteration 77Q: 3 clusters Score -1305413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1305410.625000 Penalty: 4552.658203
	Iteration 78Q: 3 clusters Score -1305411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1305413.750000 Penalty: 4552.658203
	Iteration 79Q: 3 clusters Score -1305414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1305418.125000 Penalty: 4552.658203
	Iteration 80F: 3 clusters Score -1305418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1305419.625000 Penalty: 4552.658203
	Iteration 81Q: 3 clusters Score -1305420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1305419.625000 Penalty: 4552.658203
	Iteration 82F: 3 clusters Score -1305420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (164598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164598 members 
Entering Unmasked Estep 
Score: -21827518.000000 Penalty: 2978.792725
	Iteration 0F: 2 clusters Score -2.182752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82748 members 
Mstep: Class 2 contains 81850 members 
Entering Unmasked Estep 
Score: -21721054.000000 Penalty: 5957.585449
	Iteration 0F: 3 clusters Score -2.172105e+07 nChanged 78739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90265 members 
Mstep: Class 2 contains 74333 members 
Entering Unmasked Estep 
Score: -21768010.000000 Penalty: 5957.585449
	Iteration 1F: 3 clusters Score -2.176801e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95090 members 
Mstep: Class 2 contains 69508 members 
Entering Unmasked Estep 
Score: -21770264.000000 Penalty: 5957.585449
	Iteration 2Q: 3 clusters Score -2.177026e+07 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102105 members 
Mstep: Class 2 contains 62493 members 
Entering Unmasked Estep 
Score: -21773698.000000 Penalty: 5957.585449
	Iteration 3F: 3 clusters Score -2.17737e+07 nChanged 10439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111836 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -21779786.000000 Penalty: 5957.585449
	Iteration 4F: 3 clusters Score -2.177979e+07 nChanged 12546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124078 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -21789110.000000 Penalty: 5957.585449
	Iteration 5F: 3 clusters Score -2.178911e+07 nChanged 13458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137408 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -21801144.000000 Penalty: 5957.585449
	Iteration 6F: 3 clusters Score -2.180114e+07 nChanged 11854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149228 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -21812828.000000 Penalty: 5957.585449
	Iteration 7F: 3 clusters Score -2.181283e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157713 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -21820824.000000 Penalty: 5957.585449
	Iteration 8F: 3 clusters Score -2.182082e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162147 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -21823884.000000 Penalty: 5957.585449
	Iteration 9Q: 3 clusters Score -2.182388e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163710 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -21824630.000000 Penalty: 5957.585449
	Iteration 10Q: 3 clusters Score -2.182463e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164146 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -21824782.000000 Penalty: 5957.585449
	Iteration 11Q: 3 clusters Score -2.182478e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164289 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -21824886.000000 Penalty: 5957.585449
	Iteration 12Q: 3 clusters Score -2.182489e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164318 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -21824944.000000 Penalty: 5957.585449
	Iteration 13Q: 3 clusters Score -2.182494e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164333 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -21824964.000000 Penalty: 5957.585449
	Iteration 14Q: 3 clusters Score -2.182496e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164339 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21824956.000000 Penalty: 5957.585449
	Iteration 15Q: 3 clusters Score -2.182496e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164345 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -21824992.000000 Penalty: 5957.585449
	Iteration 16Q: 3 clusters Score -2.182499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164351 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21825008.000000 Penalty: 5957.585449
	Iteration 17Q: 3 clusters Score -2.182501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164352 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21825002.000000 Penalty: 5957.585449
	Iteration 18Q: 3 clusters Score -2.1825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164352 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21825002.000000 Penalty: 5957.585449
	Iteration 19F: 3 clusters Score -2.1825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (164259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164259 members 
Entering Unmasked Estep 
Score: -22548740.000000 Penalty: 2978.281738
	Iteration 0F: 2 clusters Score -2.254874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82510 members 
Mstep: Class 2 contains 81749 members 
Entering Unmasked Estep 
Score: -22442436.000000 Penalty: 5956.563477
	Iteration 0F: 3 clusters Score -2.244244e+07 nChanged 78639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87613 members 
Mstep: Class 2 contains 76646 members 
Entering Unmasked Estep 
Score: -22488318.000000 Penalty: 5956.563477
	Iteration 1F: 3 clusters Score -2.248832e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91082 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -22489606.000000 Penalty: 5956.563477
	Iteration 2Q: 3 clusters Score -2.248961e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96548 members 
Mstep: Class 2 contains 67711 members 
Entering Unmasked Estep 
Score: -22491676.000000 Penalty: 5956.563477
	Iteration 3Q: 3 clusters Score -2.249168e+07 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104814 members 
Mstep: Class 2 contains 59445 members 
Entering Unmasked Estep 
Score: -22495936.000000 Penalty: 5956.563477
	Iteration 4F: 3 clusters Score -2.249594e+07 nChanged 11894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116680 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -22503700.000000 Penalty: 5956.563477
	Iteration 5F: 3 clusters Score -2.25037e+07 nChanged 15121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131799 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -22516650.000000 Penalty: 5956.563477
	Iteration 6F: 3 clusters Score -2.251665e+07 nChanged 15347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147146 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -22531868.000000 Penalty: 5956.563477
	Iteration 7F: 3 clusters Score -2.253187e+07 nChanged 10699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157845 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -22541572.000000 Penalty: 5956.563477
	Iteration 8F: 3 clusters Score -2.254157e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162443 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -22544912.000000 Penalty: 5956.563477
	Iteration 9Q: 3 clusters Score -2.254491e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163691 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -22545638.000000 Penalty: 5956.563477
	Iteration 10Q: 3 clusters Score -2.254564e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163966 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -22545866.000000 Penalty: 5956.563477
	Iteration 11Q: 3 clusters Score -2.254587e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164027 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -22545958.000000 Penalty: 5956.563477
	Iteration 12Q: 3 clusters Score -2.254596e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164045 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22546016.000000 Penalty: 5956.563477
	Iteration 13Q: 3 clusters Score -2.254602e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164051 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22546046.000000 Penalty: 5956.563477
	Iteration 14Q: 3 clusters Score -2.254605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164056 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22546076.000000 Penalty: 5956.563477
	Iteration 15Q: 3 clusters Score -2.254608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164058 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22546088.000000 Penalty: 5956.563477
	Iteration 16Q: 3 clusters Score -2.254609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164058 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -22546088.000000 Penalty: 5956.563477
	Iteration 17F: 3 clusters Score -2.254609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -26146.324219 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -26146.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25049.652344 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -25049.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -25208.996094 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -25209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -25389.027344 Penalty: 2732.656738
	Iteration 2F: 3 clusters Score -25389.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -25569.667969 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -25569.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -25606.503906 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -25606.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -25631.189453 Penalty: 2732.656738
	Iteration 5Q: 3 clusters Score -25631.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -25644.945312 Penalty: 2732.656738
	Iteration 6Q: 3 clusters Score -25644.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -25644.945312 Penalty: 2732.656738
	Iteration 7F: 3 clusters Score -25644.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -50624.753906 Penalty: 1517.288086
	Iteration 0F: 2 clusters Score -50624.75 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 222 members 
Entering Unmasked Estep 
Score: -49184.058594 Penalty: 3034.576172
	Iteration 0F: 3 clusters Score -49184.06 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -49526.746094 Penalty: 3034.576172
	Iteration 1F: 3 clusters Score -49526.75 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -49729.218750 Penalty: 3034.576172
	Iteration 2F: 3 clusters Score -49729.22 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -49948.902344 Penalty: 3034.576172
	Iteration 3F: 3 clusters Score -49948.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -50080.062500 Penalty: 3034.576172
	Iteration 4Q: 3 clusters Score -50080.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -50312.417969 Penalty: 3034.576172
	Iteration 5F: 3 clusters Score -50312.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -50715.761719 Penalty: 3034.576172
	Iteration 6F: 3 clusters Score -50715.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -51043.886719 Penalty: 3034.576172
	Iteration 7Q: 3 clusters Score -51043.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -51174.382812 Penalty: 3034.576172
	Iteration 8Q: 3 clusters Score -51174.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51249.667969 Penalty: 3034.576172
	Iteration 9Q: 3 clusters Score -51249.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -51336.675781 Penalty: 3034.576172
	Iteration 10Q: 3 clusters Score -51336.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51374.917969 Penalty: 3034.576172
	Iteration 11Q: 3 clusters Score -51374.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51452.472656 Penalty: 3034.576172
	Iteration 12Q: 3 clusters Score -51452.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51520.531250 Penalty: 3034.576172
	Iteration 13Q: 3 clusters Score -51520.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51528.191406 Penalty: 3034.576172
	Iteration 14F: 3 clusters Score -51528.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -51535.808594 Penalty: 3034.576172
	Iteration 15Q: 3 clusters Score -51535.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -51586.511719 Penalty: 3034.576172
	Iteration 16Q: 3 clusters Score -51586.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -51607.042969 Penalty: 3034.576172
	Iteration 17Q: 3 clusters Score -51607.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -51608.570312 Penalty: 3034.576172
	Iteration 18F: 3 clusters Score -51608.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51626.167969 Penalty: 3034.576172
	Iteration 19Q: 3 clusters Score -51626.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51626.167969 Penalty: 3034.576172
	Iteration 20F: 3 clusters Score -51626.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159975 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170557 members 
Mstep: Class 5 contains 2969 members 
Mstep: Class 6 contains 48520 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 6310 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169460 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9689 members 
Mstep: Class 15 contains 164598 members 
Mstep: Class 16 contains 164259 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 127 members 
Mstep: Class 19 contains 24825 members 
Mstep: Class 20 contains 51927 members 
Mstep: Class 21 contains 158405 members 
Mstep: Class 22 contains 81363 members 
Mstep: Class 23 contains 152473 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 327 members 
Entering Unmasked Estep 
Score: -180410128.000000 Penalty: 91161.578125
Splitting cluster 18 changes total score from -180411504.000000 to -180410128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (24825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Entering Unmasked Estep 
Score: -3292053.750000 Penalty: 2509.662354
	Iteration 0F: 2 clusters Score -3292054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -3274860.500000 Penalty: 5019.324707
	Iteration 0F: 3 clusters Score -3274860 nChanged 11121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -3281012.000000 Penalty: 5019.324707
	Iteration 1F: 3 clusters Score -3281012 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -3281492.500000 Penalty: 5019.324707
	Iteration 2F: 3 clusters Score -3281492 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -3282037.000000 Penalty: 5019.324707
	Iteration 3Q: 3 clusters Score -3282037 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -3282677.500000 Penalty: 5019.324707
	Iteration 4Q: 3 clusters Score -3282678 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -3283517.250000 Penalty: 5019.324707
	Iteration 5F: 3 clusters Score -3283517 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -3284512.750000 Penalty: 5019.324707
	Iteration 6F: 3 clusters Score -3284513 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -3285742.250000 Penalty: 5019.324707
	Iteration 7F: 3 clusters Score -3285742 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -3287022.750000 Penalty: 5019.324707
	Iteration 8F: 3 clusters Score -3287023 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -3288244.500000 Penalty: 5019.324707
	Iteration 9F: 3 clusters Score -3288244 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -3289232.750000 Penalty: 5019.324707
	Iteration 10Q: 3 clusters Score -3289233 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3289857.500000 Penalty: 5019.324707
	Iteration 11Q: 3 clusters Score -3289858 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3290160.500000 Penalty: 5019.324707
	Iteration 12Q: 3 clusters Score -3290160 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -3290306.500000 Penalty: 5019.324707
	Iteration 13Q: 3 clusters Score -3290306 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3290389.000000 Penalty: 5019.324707
	Iteration 14Q: 3 clusters Score -3290389 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3290455.500000 Penalty: 5019.324707
	Iteration 15Q: 3 clusters Score -3290456 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -3290507.500000 Penalty: 5019.324707
	Iteration 16Q: 3 clusters Score -3290508 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -3290518.000000 Penalty: 5019.324707
	Iteration 17Q: 3 clusters Score -3290518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3290540.250000 Penalty: 5019.324707
	Iteration 18Q: 3 clusters Score -3290540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3290547.500000 Penalty: 5019.324707
	Iteration 19Q: 3 clusters Score -3290548 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3290569.000000 Penalty: 5019.324707
	Iteration 20F: 3 clusters Score -3290569 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3290581.000000 Penalty: 5019.324707
	Iteration 21Q: 3 clusters Score -3290581 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3290589.500000 Penalty: 5019.324707
	Iteration 22Q: 3 clusters Score -3290590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3290603.750000 Penalty: 5019.324707
	Iteration 23Q: 3 clusters Score -3290604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3290619.500000 Penalty: 5019.324707
	Iteration 24Q: 3 clusters Score -3290620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3290630.000000 Penalty: 5019.324707
	Iteration 25Q: 3 clusters Score -3290630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3290642.250000 Penalty: 5019.324707
	Iteration 26Q: 3 clusters Score -3290642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3290650.000000 Penalty: 5019.324707
	Iteration 27Q: 3 clusters Score -3290650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3290643.500000 Penalty: 5019.324707
	Iteration 28Q: 3 clusters Score -3290644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3290662.250000 Penalty: 5019.324707
	Iteration 29Q: 3 clusters Score -3290662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3290669.000000 Penalty: 5019.324707
	Iteration 30Q: 3 clusters Score -3290669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3290674.250000 Penalty: 5019.324707
	Iteration 31Q: 3 clusters Score -3290674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3290691.500000 Penalty: 5019.324707
	Iteration 32Q: 3 clusters Score -3290692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3290697.500000 Penalty: 5019.324707
	Iteration 33Q: 3 clusters Score -3290698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3290698.000000 Penalty: 5019.324707
	Iteration 34Q: 3 clusters Score -3290698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3290700.000000 Penalty: 5019.324707
	Iteration 35Q: 3 clusters Score -3290700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3290706.500000 Penalty: 5019.324707
	Iteration 36Q: 3 clusters Score -3290706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3290709.750000 Penalty: 5019.324707
	Iteration 37Q: 3 clusters Score -3290710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3290716.750000 Penalty: 5019.324707
	Iteration 38Q: 3 clusters Score -3290717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3290716.250000 Penalty: 5019.324707
	Iteration 39Q: 3 clusters Score -3290716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3290723.250000 Penalty: 5019.324707
	Iteration 40F: 3 clusters Score -3290723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3290731.250000 Penalty: 5019.324707
	Iteration 41Q: 3 clusters Score -3290731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3290728.750000 Penalty: 5019.324707
	Iteration 42Q: 3 clusters Score -3290729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3290734.500000 Penalty: 5019.324707
	Iteration 43Q: 3 clusters Score -3290734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3290729.250000 Penalty: 5019.324707
	Iteration 44Q: 3 clusters Score -3290729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3290730.000000 Penalty: 5019.324707
	Iteration 45Q: 3 clusters Score -3290730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3290732.500000 Penalty: 5019.324707
	Iteration 46Q: 3 clusters Score -3290732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3290733.000000 Penalty: 5019.324707
	Iteration 47Q: 3 clusters Score -3290733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3290735.500000 Penalty: 5019.324707
	Iteration 48Q: 3 clusters Score -3290736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3290734.250000 Penalty: 5019.324707
	Iteration 49Q: 3 clusters Score -3290734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3290738.000000 Penalty: 5019.324707
	Iteration 50Q: 3 clusters Score -3290738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3290735.500000 Penalty: 5019.324707
	Iteration 51Q: 3 clusters Score -3290736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3290733.500000 Penalty: 5019.324707
	Iteration 52Q: 3 clusters Score -3290734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3290736.250000 Penalty: 5019.324707
	Iteration 53Q: 3 clusters Score -3290736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3290737.500000 Penalty: 5019.324707
	Iteration 54Q: 3 clusters Score -3290738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3290737.500000 Penalty: 5019.324707
	Iteration 55F: 3 clusters Score -3290738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (51927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51927 members 
Entering Unmasked Estep 
Score: -6981095.000000 Penalty: 2692.683350
	Iteration 0F: 2 clusters Score -6981095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -6946090.000000 Penalty: 5385.366699
	Iteration 0F: 3 clusters Score -6946090 nChanged 24100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -6959574.500000 Penalty: 5385.366699
	Iteration 1F: 3 clusters Score -6959574 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -6960230.000000 Penalty: 5385.366699
	Iteration 2Q: 3 clusters Score -6960230 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -6960945.500000 Penalty: 5385.366699
	Iteration 3Q: 3 clusters Score -6960946 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -6961881.000000 Penalty: 5385.366699
	Iteration 4Q: 3 clusters Score -6961881 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -6962856.000000 Penalty: 5385.366699
	Iteration 5Q: 3 clusters Score -6962856 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -6964109.000000 Penalty: 5385.366699
	Iteration 6F: 3 clusters Score -6964109 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -6965552.500000 Penalty: 5385.366699
	Iteration 7F: 3 clusters Score -6965552 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -6967258.000000 Penalty: 5385.366699
	Iteration 8F: 3 clusters Score -6967258 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -6969373.000000 Penalty: 5385.366699
	Iteration 9F: 3 clusters Score -6969373 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -6971852.500000 Penalty: 5385.366699
	Iteration 10F: 3 clusters Score -6971852 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -6974385.000000 Penalty: 5385.366699
	Iteration 11F: 3 clusters Score -6974385 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -6976534.500000 Penalty: 5385.366699
	Iteration 12Q: 3 clusters Score -6976534 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 49708 members 
Entering Unmasked Estep 
Score: -6977750.000000 Penalty: 5385.366699
	Iteration 13Q: 3 clusters Score -6977750 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -6978409.500000 Penalty: 5385.366699
	Iteration 14Q: 3 clusters Score -6978410 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 50789 members 
Entering Unmasked Estep 
Score: -6978736.500000 Penalty: 5385.366699
	Iteration 15Q: 3 clusters Score -6978736 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -6978886.500000 Penalty: 5385.366699
	Iteration 16Q: 3 clusters Score -6978886 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -6978963.000000 Penalty: 5385.366699
	Iteration 17Q: 3 clusters Score -6978963 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -6979033.500000 Penalty: 5385.366699
	Iteration 18Q: 3 clusters Score -6979034 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -6979096.000000 Penalty: 5385.366699
	Iteration 19Q: 3 clusters Score -6979096 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 51115 members 
Entering Unmasked Estep 
Score: -6979148.000000 Penalty: 5385.366699
	Iteration 20F: 3 clusters Score -6979148 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -6979182.000000 Penalty: 5385.366699
	Iteration 21Q: 3 clusters Score -6979182 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -6979217.000000 Penalty: 5385.366699
	Iteration 22Q: 3 clusters Score -6979217 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -6979239.000000 Penalty: 5385.366699
	Iteration 23Q: 3 clusters Score -6979239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -6979256.500000 Penalty: 5385.366699
	Iteration 24Q: 3 clusters Score -6979256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -6979267.000000 Penalty: 5385.366699
	Iteration 25Q: 3 clusters Score -6979267 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 51105 members 
Entering Unmasked Estep 
Score: -6979285.500000 Penalty: 5385.366699
	Iteration 26Q: 3 clusters Score -6979286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -6979316.000000 Penalty: 5385.366699
	Iteration 27Q: 3 clusters Score -6979316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -6979323.500000 Penalty: 5385.366699
	Iteration 28Q: 3 clusters Score -6979324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -6979338.500000 Penalty: 5385.366699
	Iteration 29Q: 3 clusters Score -6979338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -6979353.500000 Penalty: 5385.366699
	Iteration 30Q: 3 clusters Score -6979354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -6979370.000000 Penalty: 5385.366699
	Iteration 31Q: 3 clusters Score -6979370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -6979390.500000 Penalty: 5385.366699
	Iteration 32Q: 3 clusters Score -6979390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -6979398.500000 Penalty: 5385.366699
	Iteration 33Q: 3 clusters Score -6979398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -6979397.500000 Penalty: 5385.366699
	Iteration 34Q: 3 clusters Score -6979398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -6979399.000000 Penalty: 5385.366699
	Iteration 35Q: 3 clusters Score -6979399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -6979399.000000 Penalty: 5385.366699
	Iteration 36Q: 3 clusters Score -6979399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -6979402.500000 Penalty: 5385.366699
	Iteration 37Q: 3 clusters Score -6979402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 51074 members 
Entering Unmasked Estep 
Score: -6979409.500000 Penalty: 5385.366699
	Iteration 38Q: 3 clusters Score -6979410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -6979411.000000 Penalty: 5385.366699
	Iteration 39Q: 3 clusters Score -6979411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -6979412.500000 Penalty: 5385.366699
	Iteration 40F: 3 clusters Score -6979412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -6979414.500000 Penalty: 5385.366699
	Iteration 41Q: 3 clusters Score -6979414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -6979414.500000 Penalty: 5385.366699
	Iteration 42Q: 3 clusters Score -6979414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -6979416.000000 Penalty: 5385.366699
	Iteration 43Q: 3 clusters Score -6979416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -6979416.000000 Penalty: 5385.366699
	Iteration 44F: 3 clusters Score -6979416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (158405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158405 members 
Entering Unmasked Estep 
Score: -21105040.000000 Penalty: 2969.281738
	Iteration 0F: 2 clusters Score -2.110504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79372 members 
Mstep: Class 2 contains 79033 members 
Entering Unmasked Estep 
Score: -21001302.000000 Penalty: 5938.563477
	Iteration 0F: 3 clusters Score -2.10013e+07 nChanged 75653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80647 members 
Mstep: Class 2 contains 77758 members 
Entering Unmasked Estep 
Score: -21045410.000000 Penalty: 5938.563477
	Iteration 1F: 3 clusters Score -2.104541e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80997 members 
Mstep: Class 2 contains 77408 members 
Entering Unmasked Estep 
Score: -21046702.000000 Penalty: 5938.563477
	Iteration 2Q: 3 clusters Score -2.10467e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81360 members 
Mstep: Class 2 contains 77045 members 
Entering Unmasked Estep 
Score: -21048380.000000 Penalty: 5938.563477
	Iteration 3Q: 3 clusters Score -2.104838e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 76578 members 
Entering Unmasked Estep 
Score: -21050566.000000 Penalty: 5938.563477
	Iteration 4Q: 3 clusters Score -2.105057e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82285 members 
Mstep: Class 2 contains 76120 members 
Entering Unmasked Estep 
Score: -21053564.000000 Penalty: 5938.563477
	Iteration 5Q: 3 clusters Score -2.105356e+07 nChanged 7733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82774 members 
Mstep: Class 2 contains 75631 members 
Entering Unmasked Estep 
Score: -21057076.000000 Penalty: 5938.563477
	Iteration 6Q: 3 clusters Score -2.105708e+07 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83437 members 
Mstep: Class 2 contains 74968 members 
Entering Unmasked Estep 
Score: -21061282.000000 Penalty: 5938.563477
	Iteration 7F: 3 clusters Score -2.106128e+07 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84231 members 
Mstep: Class 2 contains 74174 members 
Entering Unmasked Estep 
Score: -21065972.000000 Penalty: 5938.563477
	Iteration 8F: 3 clusters Score -2.106597e+07 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85045 members 
Mstep: Class 2 contains 73360 members 
Entering Unmasked Estep 
Score: -21071072.000000 Penalty: 5938.563477
	Iteration 9F: 3 clusters Score -2.107107e+07 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85673 members 
Mstep: Class 2 contains 72732 members 
Entering Unmasked Estep 
Score: -21075902.000000 Penalty: 5938.563477
	Iteration 10F: 3 clusters Score -2.10759e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85974 members 
Mstep: Class 2 contains 72431 members 
Entering Unmasked Estep 
Score: -21079484.000000 Penalty: 5938.563477
	Iteration 11Q: 3 clusters Score -2.107948e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86066 members 
Mstep: Class 2 contains 72339 members 
Entering Unmasked Estep 
Score: -21081506.000000 Penalty: 5938.563477
	Iteration 12Q: 3 clusters Score -2.108151e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86046 members 
Mstep: Class 2 contains 72359 members 
Entering Unmasked Estep 
Score: -21082350.000000 Penalty: 5938.563477
	Iteration 13Q: 3 clusters Score -2.108235e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86000 members 
Mstep: Class 2 contains 72405 members 
Entering Unmasked Estep 
Score: -21082778.000000 Penalty: 5938.563477
	Iteration 14Q: 3 clusters Score -2.108278e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85873 members 
Mstep: Class 2 contains 72532 members 
Entering Unmasked Estep 
Score: -21082950.000000 Penalty: 5938.563477
	Iteration 15Q: 3 clusters Score -2.108295e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85720 members 
Mstep: Class 2 contains 72685 members 
Entering Unmasked Estep 
Score: -21083278.000000 Penalty: 5938.563477
	Iteration 16Q: 3 clusters Score -2.108328e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85588 members 
Mstep: Class 2 contains 72817 members 
Entering Unmasked Estep 
Score: -21083566.000000 Penalty: 5938.563477
	Iteration 17Q: 3 clusters Score -2.108357e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85413 members 
Mstep: Class 2 contains 72992 members 
Entering Unmasked Estep 
Score: -21083674.000000 Penalty: 5938.563477
	Iteration 18Q: 3 clusters Score -2.108367e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85181 members 
Mstep: Class 2 contains 73224 members 
Entering Unmasked Estep 
Score: -21083904.000000 Penalty: 5938.563477
	Iteration 19Q: 3 clusters Score -2.10839e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84950 members 
Mstep: Class 2 contains 73455 members 
Entering Unmasked Estep 
Score: -21084084.000000 Penalty: 5938.563477
	Iteration 20F: 3 clusters Score -2.108408e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84714 members 
Mstep: Class 2 contains 73691 members 
Entering Unmasked Estep 
Score: -21084180.000000 Penalty: 5938.563477
	Iteration 21Q: 3 clusters Score -2.108418e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84463 members 
Mstep: Class 2 contains 73942 members 
Entering Unmasked Estep 
Score: -21084266.000000 Penalty: 5938.563477
	Iteration 22Q: 3 clusters Score -2.108427e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84180 members 
Mstep: Class 2 contains 74225 members 
Entering Unmasked Estep 
Score: -21084504.000000 Penalty: 5938.563477
	Iteration 23Q: 3 clusters Score -2.10845e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83887 members 
Mstep: Class 2 contains 74518 members 
Entering Unmasked Estep 
Score: -21084654.000000 Penalty: 5938.563477
	Iteration 24Q: 3 clusters Score -2.108465e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83584 members 
Mstep: Class 2 contains 74821 members 
Entering Unmasked Estep 
Score: -21084782.000000 Penalty: 5938.563477
	Iteration 25Q: 3 clusters Score -2.108478e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83297 members 
Mstep: Class 2 contains 75108 members 
Entering Unmasked Estep 
Score: -21084924.000000 Penalty: 5938.563477
	Iteration 26Q: 3 clusters Score -2.108492e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82974 members 
Mstep: Class 2 contains 75431 members 
Entering Unmasked Estep 
Score: -21085058.000000 Penalty: 5938.563477
	Iteration 27Q: 3 clusters Score -2.108506e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82648 members 
Mstep: Class 2 contains 75757 members 
Entering Unmasked Estep 
Score: -21085064.000000 Penalty: 5938.563477
	Iteration 28Q: 3 clusters Score -2.108506e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82336 members 
Mstep: Class 2 contains 76069 members 
Entering Unmasked Estep 
Score: -21085188.000000 Penalty: 5938.563477
	Iteration 29Q: 3 clusters Score -2.108519e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82022 members 
Mstep: Class 2 contains 76383 members 
Entering Unmasked Estep 
Score: -21085272.000000 Penalty: 5938.563477
	Iteration 30Q: 3 clusters Score -2.108527e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81675 members 
Mstep: Class 2 contains 76730 members 
Entering Unmasked Estep 
Score: -21085356.000000 Penalty: 5938.563477
	Iteration 31Q: 3 clusters Score -2.108536e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81322 members 
Mstep: Class 2 contains 77083 members 
Entering Unmasked Estep 
Score: -21085424.000000 Penalty: 5938.563477
	Iteration 32Q: 3 clusters Score -2.108542e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80958 members 
Mstep: Class 2 contains 77447 members 
Entering Unmasked Estep 
Score: -21085382.000000 Penalty: 5938.563477
	Iteration 33Q: 3 clusters Score -2.108538e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80610 members 
Mstep: Class 2 contains 77795 members 
Entering Unmasked Estep 
Score: -21085442.000000 Penalty: 5938.563477
	Iteration 34Q: 3 clusters Score -2.108544e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80247 members 
Mstep: Class 2 contains 78158 members 
Entering Unmasked Estep 
Score: -21085534.000000 Penalty: 5938.563477
	Iteration 35Q: 3 clusters Score -2.108553e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79916 members 
Mstep: Class 2 contains 78489 members 
Entering Unmasked Estep 
Score: -21085556.000000 Penalty: 5938.563477
	Iteration 36Q: 3 clusters Score -2.108556e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79561 members 
Mstep: Class 2 contains 78844 members 
Entering Unmasked Estep 
Score: -21085604.000000 Penalty: 5938.563477
	Iteration 37Q: 3 clusters Score -2.10856e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79233 members 
Mstep: Class 2 contains 79172 members 
Entering Unmasked Estep 
Score: -21085674.000000 Penalty: 5938.563477
	Iteration 38Q: 3 clusters Score -2.108567e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78898 members 
Mstep: Class 2 contains 79507 members 
Entering Unmasked Estep 
Score: -21085700.000000 Penalty: 5938.563477
	Iteration 39Q: 3 clusters Score -2.10857e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78525 members 
Mstep: Class 2 contains 79880 members 
Entering Unmasked Estep 
Score: -21085770.000000 Penalty: 5938.563477
	Iteration 40F: 3 clusters Score -2.108577e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78157 members 
Mstep: Class 2 contains 80248 members 
Entering Unmasked Estep 
Score: -21085824.000000 Penalty: 5938.563477
	Iteration 41Q: 3 clusters Score -2.108582e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77831 members 
Mstep: Class 2 contains 80574 members 
Entering Unmasked Estep 
Score: -21085872.000000 Penalty: 5938.563477
	Iteration 42Q: 3 clusters Score -2.108587e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77485 members 
Mstep: Class 2 contains 80920 members 
Entering Unmasked Estep 
Score: -21085896.000000 Penalty: 5938.563477
	Iteration 43Q: 3 clusters Score -2.10859e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77133 members 
Mstep: Class 2 contains 81272 members 
Entering Unmasked Estep 
Score: -21085930.000000 Penalty: 5938.563477
	Iteration 44Q: 3 clusters Score -2.108593e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76746 members 
Mstep: Class 2 contains 81659 members 
Entering Unmasked Estep 
Score: -21085910.000000 Penalty: 5938.563477
	Iteration 45Q: 3 clusters Score -2.108591e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76358 members 
Mstep: Class 2 contains 82047 members 
Entering Unmasked Estep 
Score: -21085964.000000 Penalty: 5938.563477
	Iteration 46Q: 3 clusters Score -2.108596e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 82483 members 
Entering Unmasked Estep 
Score: -21085974.000000 Penalty: 5938.563477
	Iteration 47Q: 3 clusters Score -2.108597e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75481 members 
Mstep: Class 2 contains 82924 members 
Entering Unmasked Estep 
Score: -21085936.000000 Penalty: 5938.563477
	Iteration 48Q: 3 clusters Score -2.108594e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74989 members 
Mstep: Class 2 contains 83416 members 
Entering Unmasked Estep 
Score: -21086010.000000 Penalty: 5938.563477
	Iteration 49Q: 3 clusters Score -2.108601e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74443 members 
Mstep: Class 2 contains 83962 members 
Entering Unmasked Estep 
Score: -21086066.000000 Penalty: 5938.563477
	Iteration 50Q: 3 clusters Score -2.108607e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73843 members 
Mstep: Class 2 contains 84562 members 
Entering Unmasked Estep 
Score: -21086068.000000 Penalty: 5938.563477
	Iteration 51Q: 3 clusters Score -2.108607e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73248 members 
Mstep: Class 2 contains 85157 members 
Entering Unmasked Estep 
Score: -21086108.000000 Penalty: 5938.563477
	Iteration 52Q: 3 clusters Score -2.108611e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72627 members 
Mstep: Class 2 contains 85778 members 
Entering Unmasked Estep 
Score: -21086118.000000 Penalty: 5938.563477
	Iteration 53Q: 3 clusters Score -2.108612e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71983 members 
Mstep: Class 2 contains 86422 members 
Entering Unmasked Estep 
Score: -21086162.000000 Penalty: 5938.563477
	Iteration 54Q: 3 clusters Score -2.108616e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71291 members 
Mstep: Class 2 contains 87114 members 
Entering Unmasked Estep 
Score: -21086194.000000 Penalty: 5938.563477
	Iteration 55Q: 3 clusters Score -2.108619e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70624 members 
Mstep: Class 2 contains 87781 members 
Entering Unmasked Estep 
Score: -21086150.000000 Penalty: 5938.563477
	Iteration 56Q: 3 clusters Score -2.108615e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69988 members 
Mstep: Class 2 contains 88417 members 
Entering Unmasked Estep 
Score: -21086168.000000 Penalty: 5938.563477
	Iteration 57Q: 3 clusters Score -2.108617e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69342 members 
Mstep: Class 2 contains 89063 members 
Entering Unmasked Estep 
Score: -21086240.000000 Penalty: 5938.563477
	Iteration 58Q: 3 clusters Score -2.108624e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68646 members 
Mstep: Class 2 contains 89759 members 
Entering Unmasked Estep 
Score: -21086270.000000 Penalty: 5938.563477
	Iteration 59Q: 3 clusters Score -2.108627e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67910 members 
Mstep: Class 2 contains 90495 members 
Entering Unmasked Estep 
Score: -21086292.000000 Penalty: 5938.563477
	Iteration 60F: 3 clusters Score -2.108629e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67100 members 
Mstep: Class 2 contains 91305 members 
Entering Unmasked Estep 
Score: -21086362.000000 Penalty: 5938.563477
	Iteration 61Q: 3 clusters Score -2.108636e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 92167 members 
Entering Unmasked Estep 
Score: -21086418.000000 Penalty: 5938.563477
	Iteration 62Q: 3 clusters Score -2.108642e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65336 members 
Mstep: Class 2 contains 93069 members 
Entering Unmasked Estep 
Score: -21086450.000000 Penalty: 5938.563477
	Iteration 63Q: 3 clusters Score -2.108645e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 93994 members 
Entering Unmasked Estep 
Score: -21086462.000000 Penalty: 5938.563477
	Iteration 64Q: 3 clusters Score -2.108646e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63434 members 
Mstep: Class 2 contains 94971 members 
Entering Unmasked Estep 
Score: -21086624.000000 Penalty: 5938.563477
	Iteration 65Q: 3 clusters Score -2.108662e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 96017 members 
Entering Unmasked Estep 
Score: -21086712.000000 Penalty: 5938.563477
	Iteration 66Q: 3 clusters Score -2.108671e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61320 members 
Mstep: Class 2 contains 97085 members 
Entering Unmasked Estep 
Score: -21086950.000000 Penalty: 5938.563477
	Iteration 67Q: 3 clusters Score -2.108695e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60204 members 
Mstep: Class 2 contains 98201 members 
Entering Unmasked Estep 
Score: -21087086.000000 Penalty: 5938.563477
	Iteration 68Q: 3 clusters Score -2.108709e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58987 members 
Mstep: Class 2 contains 99418 members 
Entering Unmasked Estep 
Score: -21087224.000000 Penalty: 5938.563477
	Iteration 69Q: 3 clusters Score -2.108722e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 100693 members 
Entering Unmasked Estep 
Score: -21087410.000000 Penalty: 5938.563477
	Iteration 70Q: 3 clusters Score -2.108741e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 102018 members 
Entering Unmasked Estep 
Score: -21087562.000000 Penalty: 5938.563477
	Iteration 71Q: 3 clusters Score -2.108756e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 103415 members 
Entering Unmasked Estep 
Score: -21087740.000000 Penalty: 5938.563477
	Iteration 72Q: 3 clusters Score -2.108774e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53441 members 
Mstep: Class 2 contains 104964 members 
Entering Unmasked Estep 
Score: -21087998.000000 Penalty: 5938.563477
	Iteration 73Q: 3 clusters Score -2.1088e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 106586 members 
Entering Unmasked Estep 
Score: -21088282.000000 Penalty: 5938.563477
	Iteration 74Q: 3 clusters Score -2.108828e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 108226 members 
Entering Unmasked Estep 
Score: -21088608.000000 Penalty: 5938.563477
	Iteration 75Q: 3 clusters Score -2.108861e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 110003 members 
Entering Unmasked Estep 
Score: -21088946.000000 Penalty: 5938.563477
	Iteration 76Q: 3 clusters Score -2.108895e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 111879 members 
Entering Unmasked Estep 
Score: -21089388.000000 Penalty: 5938.563477
	Iteration 77Q: 3 clusters Score -2.108939e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 113935 members 
Entering Unmasked Estep 
Score: -21089820.000000 Penalty: 5938.563477
	Iteration 78Q: 3 clusters Score -2.108982e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 116060 members 
Entering Unmasked Estep 
Score: -21090334.000000 Penalty: 5938.563477
	Iteration 79Q: 3 clusters Score -2.109033e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 118236 members 
Entering Unmasked Estep 
Score: -21090898.000000 Penalty: 5938.563477
	Iteration 80F: 3 clusters Score -2.10909e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 120524 members 
Entering Unmasked Estep 
Score: -21091446.000000 Penalty: 5938.563477
	Iteration 81Q: 3 clusters Score -2.109145e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 122814 members 
Entering Unmasked Estep 
Score: -21092128.000000 Penalty: 5938.563477
	Iteration 82Q: 3 clusters Score -2.109213e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 125114 members 
Entering Unmasked Estep 
Score: -21092738.000000 Penalty: 5938.563477
	Iteration 83Q: 3 clusters Score -2.109274e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 127428 members 
Entering Unmasked Estep 
Score: -21093626.000000 Penalty: 5938.563477
	Iteration 84Q: 3 clusters Score -2.109363e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 129791 members 
Entering Unmasked Estep 
Score: -21094412.000000 Penalty: 5938.563477
	Iteration 85Q: 3 clusters Score -2.109441e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 132140 members 
Entering Unmasked Estep 
Score: -21095202.000000 Penalty: 5938.563477
	Iteration 86Q: 3 clusters Score -2.10952e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 134405 members 
Entering Unmasked Estep 
Score: -21096224.000000 Penalty: 5938.563477
	Iteration 87Q: 3 clusters Score -2.109622e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 136656 members 
Entering Unmasked Estep 
Score: -21097190.000000 Penalty: 5938.563477
	Iteration 88Q: 3 clusters Score -2.109719e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 138839 members 
Entering Unmasked Estep 
Score: -21098118.000000 Penalty: 5938.563477
	Iteration 89Q: 3 clusters Score -2.109812e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 140817 members 
Entering Unmasked Estep 
Score: -21098724.000000 Penalty: 5938.563477
	Iteration 90Q: 3 clusters Score -2.109872e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 142627 members 
Entering Unmasked Estep 
Score: -21099612.000000 Penalty: 5938.563477
	Iteration 91Q: 3 clusters Score -2.109961e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 144317 members 
Entering Unmasked Estep 
Score: -21100328.000000 Penalty: 5938.563477
	Iteration 92Q: 3 clusters Score -2.110033e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 145929 members 
Entering Unmasked Estep 
Score: -21100920.000000 Penalty: 5938.563477
	Iteration 93Q: 3 clusters Score -2.110092e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 147464 members 
Entering Unmasked Estep 
Score: -21101598.000000 Penalty: 5938.563477
	Iteration 94Q: 3 clusters Score -2.11016e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 148882 members 
Entering Unmasked Estep 
Score: -21102190.000000 Penalty: 5938.563477
	Iteration 95Q: 3 clusters Score -2.110219e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 150098 members 
Entering Unmasked Estep 
Score: -21102576.000000 Penalty: 5938.563477
	Iteration 96Q: 3 clusters Score -2.110258e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 151175 members 
Entering Unmasked Estep 
Score: -21102934.000000 Penalty: 5938.563477
	Iteration 97Q: 3 clusters Score -2.110293e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 152049 members 
Entering Unmasked Estep 
Score: -21103180.000000 Penalty: 5938.563477
	Iteration 98Q: 3 clusters Score -2.110318e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 152799 members 
Entering Unmasked Estep 
Score: -21103340.000000 Penalty: 5938.563477
	Iteration 99Q: 3 clusters Score -2.110334e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 153396 members 
Entering Unmasked Estep 
Score: -21103502.000000 Penalty: 5938.563477
	Iteration 100F: 3 clusters Score -2.11035e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 153906 members 
Entering Unmasked Estep 
Score: -21103608.000000 Penalty: 5938.563477
	Iteration 101Q: 3 clusters Score -2.110361e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 154325 members 
Entering Unmasked Estep 
Score: -21103670.000000 Penalty: 5938.563477
	Iteration 102Q: 3 clusters Score -2.110367e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 154662 members 
Entering Unmasked Estep 
Score: -21103728.000000 Penalty: 5938.563477
	Iteration 103Q: 3 clusters Score -2.110373e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 154924 members 
Entering Unmasked Estep 
Score: -21103698.000000 Penalty: 5938.563477
	Iteration 104Q: 3 clusters Score -2.11037e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 155141 members 
Entering Unmasked Estep 
Score: -21103668.000000 Penalty: 5938.563477
	Iteration 105Q: 3 clusters Score -2.110367e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 155340 members 
Entering Unmasked Estep 
Score: -21103710.000000 Penalty: 5938.563477
	Iteration 106Q: 3 clusters Score -2.110371e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 155488 members 
Entering Unmasked Estep 
Score: -21103728.000000 Penalty: 5938.563477
	Iteration 107Q: 3 clusters Score -2.110373e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 155611 members 
Entering Unmasked Estep 
Score: -21103694.000000 Penalty: 5938.563477
	Iteration 108Q: 3 clusters Score -2.110369e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 155714 members 
Entering Unmasked Estep 
Score: -21103702.000000 Penalty: 5938.563477
	Iteration 109Q: 3 clusters Score -2.11037e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 155790 members 
Entering Unmasked Estep 
Score: -21103712.000000 Penalty: 5938.563477
	Iteration 110Q: 3 clusters Score -2.110371e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 155854 members 
Entering Unmasked Estep 
Score: -21103708.000000 Penalty: 5938.563477
	Iteration 111Q: 3 clusters Score -2.110371e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 155907 members 
Entering Unmasked Estep 
Score: -21103718.000000 Penalty: 5938.563477
	Iteration 112Q: 3 clusters Score -2.110372e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 155949 members 
Entering Unmasked Estep 
Score: -21103742.000000 Penalty: 5938.563477
	Iteration 113Q: 3 clusters Score -2.110374e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 155987 members 
Entering Unmasked Estep 
Score: -21103742.000000 Penalty: 5938.563477
	Iteration 114Q: 3 clusters Score -2.110374e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 156024 members 
Entering Unmasked Estep 
Score: -21103740.000000 Penalty: 5938.563477
	Iteration 115Q: 3 clusters Score -2.110374e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 156057 members 
Entering Unmasked Estep 
Score: -21103738.000000 Penalty: 5938.563477
	Iteration 116Q: 3 clusters Score -2.110374e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 156094 members 
Entering Unmasked Estep 
Score: -21103748.000000 Penalty: 5938.563477
	Iteration 117Q: 3 clusters Score -2.110375e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 156121 members 
Entering Unmasked Estep 
Score: -21103734.000000 Penalty: 5938.563477
	Iteration 118Q: 3 clusters Score -2.110373e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 156148 members 
Entering Unmasked Estep 
Score: -21103738.000000 Penalty: 5938.563477
	Iteration 119Q: 3 clusters Score -2.110374e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 156174 members 
Entering Unmasked Estep 
Score: -21103746.000000 Penalty: 5938.563477
	Iteration 120F: 3 clusters Score -2.110375e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 156197 members 
Entering Unmasked Estep 
Score: -21103738.000000 Penalty: 5938.563477
	Iteration 121Q: 3 clusters Score -2.110374e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 156215 members 
Entering Unmasked Estep 
Score: -21103732.000000 Penalty: 5938.563477
	Iteration 122Q: 3 clusters Score -2.110373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 156225 members 
Entering Unmasked Estep 
Score: -21103722.000000 Penalty: 5938.563477
	Iteration 123Q: 3 clusters Score -2.110372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 156235 members 
Entering Unmasked Estep 
Score: -21103726.000000 Penalty: 5938.563477
	Iteration 124Q: 3 clusters Score -2.110373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 156247 members 
Entering Unmasked Estep 
Score: -21103726.000000 Penalty: 5938.563477
	Iteration 125Q: 3 clusters Score -2.110373e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 156260 members 
Entering Unmasked Estep 
Score: -21103712.000000 Penalty: 5938.563477
	Iteration 126Q: 3 clusters Score -2.110371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 156274 members 
Entering Unmasked Estep 
Score: -21103734.000000 Penalty: 5938.563477
	Iteration 127Q: 3 clusters Score -2.110373e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 156288 members 
Entering Unmasked Estep 
Score: -21103726.000000 Penalty: 5938.563477
	Iteration 128Q: 3 clusters Score -2.110373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 156300 members 
Entering Unmasked Estep 
Score: -21103734.000000 Penalty: 5938.563477
	Iteration 129Q: 3 clusters Score -2.110373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 156310 members 
Entering Unmasked Estep 
Score: -21103714.000000 Penalty: 5938.563477
	Iteration 130Q: 3 clusters Score -2.110371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 156315 members 
Entering Unmasked Estep 
Score: -21103732.000000 Penalty: 5938.563477
	Iteration 131Q: 3 clusters Score -2.110373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 156325 members 
Entering Unmasked Estep 
Score: -21103734.000000 Penalty: 5938.563477
	Iteration 132Q: 3 clusters Score -2.110373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 156331 members 
Entering Unmasked Estep 
Score: -21103722.000000 Penalty: 5938.563477
	Iteration 133Q: 3 clusters Score -2.110372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 156335 members 
Entering Unmasked Estep 
Score: -21103744.000000 Penalty: 5938.563477
	Iteration 134Q: 3 clusters Score -2.110374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 156338 members 
Entering Unmasked Estep 
Score: -21103746.000000 Penalty: 5938.563477
	Iteration 135Q: 3 clusters Score -2.110375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 156346 members 
Entering Unmasked Estep 
Score: -21103738.000000 Penalty: 5938.563477
	Iteration 136Q: 3 clusters Score -2.110374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 156354 members 
Entering Unmasked Estep 
Score: -21103724.000000 Penalty: 5938.563477
	Iteration 137Q: 3 clusters Score -2.110372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 156360 members 
Entering Unmasked Estep 
Score: -21103702.000000 Penalty: 5938.563477
	Iteration 138Q: 3 clusters Score -2.11037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 156364 members 
Entering Unmasked Estep 
Score: -21103706.000000 Penalty: 5938.563477
	Iteration 139Q: 3 clusters Score -2.110371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 156367 members 
Entering Unmasked Estep 
Score: -21103704.000000 Penalty: 5938.563477
	Iteration 140F: 3 clusters Score -2.11037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 156373 members 
Entering Unmasked Estep 
Score: -21103712.000000 Penalty: 5938.563477
	Iteration 141Q: 3 clusters Score -2.110371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 156381 members 
Entering Unmasked Estep 
Score: -21103694.000000 Penalty: 5938.563477
	Iteration 142Q: 3 clusters Score -2.110369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 156385 members 
Entering Unmasked Estep 
Score: -21103698.000000 Penalty: 5938.563477
	Iteration 143Q: 3 clusters Score -2.11037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 156389 members 
Entering Unmasked Estep 
Score: -21103708.000000 Penalty: 5938.563477
	Iteration 144Q: 3 clusters Score -2.110371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 156396 members 
Entering Unmasked Estep 
Score: -21103710.000000 Penalty: 5938.563477
	Iteration 145Q: 3 clusters Score -2.110371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 156405 members 
Entering Unmasked Estep 
Score: -21103698.000000 Penalty: 5938.563477
	Iteration 146Q: 3 clusters Score -2.11037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 156410 members 
Entering Unmasked Estep 
Score: -21103704.000000 Penalty: 5938.563477
	Iteration 147Q: 3 clusters Score -2.11037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 156410 members 
Entering Unmasked Estep 
Score: -21103704.000000 Penalty: 5938.563477
	Iteration 148F: 3 clusters Score -2.11037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (81363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81363 members 
Entering Unmasked Estep 
Score: -10542946.000000 Penalty: 2804.055664
	Iteration 0F: 2 clusters Score -1.054295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -10488525.000000 Penalty: 5608.111328
	Iteration 0F: 3 clusters Score -1.048852e+07 nChanged 38181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -10510811.000000 Penalty: 5608.111328
	Iteration 1F: 3 clusters Score -1.051081e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -10512426.000000 Penalty: 5608.111328
	Iteration 2Q: 3 clusters Score -1.051243e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -10514840.000000 Penalty: 5608.111328
	Iteration 3F: 3 clusters Score -1.051484e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 44506 members 
Entering Unmasked Estep 
Score: -10518241.000000 Penalty: 5608.111328
	Iteration 4F: 3 clusters Score -1.051824e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -10522089.000000 Penalty: 5608.111328
	Iteration 5F: 3 clusters Score -1.052209e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -10525157.000000 Penalty: 5608.111328
	Iteration 6F: 3 clusters Score -1.052516e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 48830 members 
Entering Unmasked Estep 
Score: -10527017.000000 Penalty: 5608.111328
	Iteration 7F: 3 clusters Score -1.052702e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -10528132.000000 Penalty: 5608.111328
	Iteration 8Q: 3 clusters Score -1.052813e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -10528689.000000 Penalty: 5608.111328
	Iteration 9Q: 3 clusters Score -1.052869e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -10528990.000000 Penalty: 5608.111328
	Iteration 10Q: 3 clusters Score -1.052899e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -10529123.000000 Penalty: 5608.111328
	Iteration 11Q: 3 clusters Score -1.052912e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 53201 members 
Entering Unmasked Estep 
Score: -10529259.000000 Penalty: 5608.111328
	Iteration 12Q: 3 clusters Score -1.052926e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 54292 members 
Entering Unmasked Estep 
Score: -10529387.000000 Penalty: 5608.111328
	Iteration 13Q: 3 clusters Score -1.052939e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -10529592.000000 Penalty: 5608.111328
	Iteration 14Q: 3 clusters Score -1.052959e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 56939 members 
Entering Unmasked Estep 
Score: -10529898.000000 Penalty: 5608.111328
	Iteration 15Q: 3 clusters Score -1.05299e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 58531 members 
Entering Unmasked Estep 
Score: -10530251.000000 Penalty: 5608.111328
	Iteration 16Q: 3 clusters Score -1.053025e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 60306 members 
Entering Unmasked Estep 
Score: -10530749.000000 Penalty: 5608.111328
	Iteration 17Q: 3 clusters Score -1.053075e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 62308 members 
Entering Unmasked Estep 
Score: -10531405.000000 Penalty: 5608.111328
	Iteration 18Q: 3 clusters Score -1.05314e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 64523 members 
Entering Unmasked Estep 
Score: -10532237.000000 Penalty: 5608.111328
	Iteration 19Q: 3 clusters Score -1.053224e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 66978 members 
Entering Unmasked Estep 
Score: -10533293.000000 Penalty: 5608.111328
	Iteration 20F: 3 clusters Score -1.053329e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 69453 members 
Entering Unmasked Estep 
Score: -10534489.000000 Penalty: 5608.111328
	Iteration 21Q: 3 clusters Score -1.053449e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 71888 members 
Entering Unmasked Estep 
Score: -10535781.000000 Penalty: 5608.111328
	Iteration 22Q: 3 clusters Score -1.053578e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 74096 members 
Entering Unmasked Estep 
Score: -10536968.000000 Penalty: 5608.111328
	Iteration 23Q: 3 clusters Score -1.053697e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 76001 members 
Entering Unmasked Estep 
Score: -10538097.000000 Penalty: 5608.111328
	Iteration 24Q: 3 clusters Score -1.05381e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 77540 members 
Entering Unmasked Estep 
Score: -10539011.000000 Penalty: 5608.111328
	Iteration 25Q: 3 clusters Score -1.053901e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 78669 members 
Entering Unmasked Estep 
Score: -10539622.000000 Penalty: 5608.111328
	Iteration 26Q: 3 clusters Score -1.053962e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 79431 members 
Entering Unmasked Estep 
Score: -10540092.000000 Penalty: 5608.111328
	Iteration 27Q: 3 clusters Score -1.054009e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
Score: -10540271.000000 Penalty: 5608.111328
	Iteration 28Q: 3 clusters Score -1.054027e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 80154 members 
Entering Unmasked Estep 
Score: -10540424.000000 Penalty: 5608.111328
	Iteration 29Q: 3 clusters Score -1.054042e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 80310 members 
Entering Unmasked Estep 
Score: -10540498.000000 Penalty: 5608.111328
	Iteration 30Q: 3 clusters Score -1.05405e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 80408 members 
Entering Unmasked Estep 
Score: -10540550.000000 Penalty: 5608.111328
	Iteration 31Q: 3 clusters Score -1.054055e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 80484 members 
Entering Unmasked Estep 
Score: -10540590.000000 Penalty: 5608.111328
	Iteration 32Q: 3 clusters Score -1.054059e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 80535 members 
Entering Unmasked Estep 
Score: -10540619.000000 Penalty: 5608.111328
	Iteration 33Q: 3 clusters Score -1.054062e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 80570 members 
Entering Unmasked Estep 
Score: -10540642.000000 Penalty: 5608.111328
	Iteration 34Q: 3 clusters Score -1.054064e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 80585 members 
Entering Unmasked Estep 
Score: -10540666.000000 Penalty: 5608.111328
	Iteration 35Q: 3 clusters Score -1.054067e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 80592 members 
Entering Unmasked Estep 
Score: -10540650.000000 Penalty: 5608.111328
	Iteration 36Q: 3 clusters Score -1.054065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 80599 members 
Entering Unmasked Estep 
Score: -10540669.000000 Penalty: 5608.111328
	Iteration 37Q: 3 clusters Score -1.054067e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 80605 members 
Entering Unmasked Estep 
Score: -10540668.000000 Penalty: 5608.111328
	Iteration 38Q: 3 clusters Score -1.054067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 80604 members 
Entering Unmasked Estep 
Score: -10540679.000000 Penalty: 5608.111328
	Iteration 39Q: 3 clusters Score -1.054068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 80608 members 
Entering Unmasked Estep 
Score: -10540669.000000 Penalty: 5608.111328
	Iteration 40F: 3 clusters Score -1.054067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 80615 members 
Entering Unmasked Estep 
Score: -10540678.000000 Penalty: 5608.111328
	Iteration 41Q: 3 clusters Score -1.054068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 80621 members 
Entering Unmasked Estep 
Score: -10540687.000000 Penalty: 5608.111328
	Iteration 42Q: 3 clusters Score -1.054069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 80627 members 
Entering Unmasked Estep 
Score: -10540679.000000 Penalty: 5608.111328
	Iteration 43Q: 3 clusters Score -1.054068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 80628 members 
Entering Unmasked Estep 
Score: -10540688.000000 Penalty: 5608.111328
	Iteration 44Q: 3 clusters Score -1.054069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 80627 members 
Entering Unmasked Estep 
Score: -10540684.000000 Penalty: 5608.111328
	Iteration 45Q: 3 clusters Score -1.054068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 80627 members 
Entering Unmasked Estep 
Score: -10540684.000000 Penalty: 5608.111328
	Iteration 46F: 3 clusters Score -1.054068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (152473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152473 members 
Entering Unmasked Estep 
Score: -20260428.000000 Penalty: 2959.816162
	Iteration 0F: 2 clusters Score -2.026043e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76477 members 
Mstep: Class 2 contains 75996 members 
Entering Unmasked Estep 
Score: -20159850.000000 Penalty: 5919.632324
	Iteration 0F: 3 clusters Score -2.015985e+07 nChanged 72602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 73032 members 
Entering Unmasked Estep 
Score: -20201626.000000 Penalty: 5919.632324
	Iteration 1F: 3 clusters Score -2.020163e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81228 members 
Mstep: Class 2 contains 71245 members 
Entering Unmasked Estep 
Score: -20202612.000000 Penalty: 5919.632324
	Iteration 2Q: 3 clusters Score -2.020261e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83765 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -20203938.000000 Penalty: 5919.632324
	Iteration 3Q: 3 clusters Score -2.020394e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87740 members 
Mstep: Class 2 contains 64733 members 
Entering Unmasked Estep 
Score: -20205870.000000 Penalty: 5919.632324
	Iteration 4Q: 3 clusters Score -2.020587e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93539 members 
Mstep: Class 2 contains 58934 members 
Entering Unmasked Estep 
Score: -20209282.000000 Penalty: 5919.632324
	Iteration 5Q: 3 clusters Score -2.020928e+07 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101676 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -20215076.000000 Penalty: 5919.632324
	Iteration 6F: 3 clusters Score -2.021508e+07 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112194 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -20223542.000000 Penalty: 5919.632324
	Iteration 7F: 3 clusters Score -2.022354e+07 nChanged 11603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123745 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -20233604.000000 Penalty: 5919.632324
	Iteration 8F: 3 clusters Score -2.02336e+07 nChanged 10478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134191 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -20242660.000000 Penalty: 5919.632324
	Iteration 9F: 3 clusters Score -2.024266e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141938 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -20249116.000000 Penalty: 5919.632324
	Iteration 10F: 3 clusters Score -2.024912e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146777 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -20253324.000000 Penalty: 5919.632324
	Iteration 11Q: 3 clusters Score -2.025332e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149401 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -20255556.000000 Penalty: 5919.632324
	Iteration 12Q: 3 clusters Score -2.025556e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150713 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -20256706.000000 Penalty: 5919.632324
	Iteration 13Q: 3 clusters Score -2.025671e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151327 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -20257152.000000 Penalty: 5919.632324
	Iteration 14Q: 3 clusters Score -2.025715e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151584 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -20257396.000000 Penalty: 5919.632324
	Iteration 15Q: 3 clusters Score -2.02574e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151740 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -20257546.000000 Penalty: 5919.632324
	Iteration 16Q: 3 clusters Score -2.025755e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151823 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -20257638.000000 Penalty: 5919.632324
	Iteration 17Q: 3 clusters Score -2.025764e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151873 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -20257712.000000 Penalty: 5919.632324
	Iteration 18Q: 3 clusters Score -2.025771e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151893 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -20257752.000000 Penalty: 5919.632324
	Iteration 19Q: 3 clusters Score -2.025775e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151911 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -20257770.000000 Penalty: 5919.632324
	Iteration 20F: 3 clusters Score -2.025777e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151933 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -20257802.000000 Penalty: 5919.632324
	Iteration 21Q: 3 clusters Score -2.02578e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151951 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -20257794.000000 Penalty: 5919.632324
	Iteration 22Q: 3 clusters Score -2.025779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151959 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -20257820.000000 Penalty: 5919.632324
	Iteration 23Q: 3 clusters Score -2.025782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151967 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -20257830.000000 Penalty: 5919.632324
	Iteration 24Q: 3 clusters Score -2.025783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151968 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -20257840.000000 Penalty: 5919.632324
	Iteration 25Q: 3 clusters Score -2.025784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151974 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -20257838.000000 Penalty: 5919.632324
	Iteration 26Q: 3 clusters Score -2.025784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151979 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -20257854.000000 Penalty: 5919.632324
	Iteration 27Q: 3 clusters Score -2.025785e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151984 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -20257876.000000 Penalty: 5919.632324
	Iteration 28Q: 3 clusters Score -2.025788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151984 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -20257876.000000 Penalty: 5919.632324
	Iteration 29Q: 3 clusters Score -2.025788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151984 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -20257886.000000 Penalty: 5919.632324
	Iteration 30Q: 3 clusters Score -2.025789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151984 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -20257896.000000 Penalty: 5919.632324
	Iteration 31Q: 3 clusters Score -2.02579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151985 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -20257890.000000 Penalty: 5919.632324
	Iteration 32Q: 3 clusters Score -2.025789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151984 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -20257900.000000 Penalty: 5919.632324
	Iteration 33Q: 3 clusters Score -2.02579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151982 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -20257908.000000 Penalty: 5919.632324
	Iteration 34Q: 3 clusters Score -2.025791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151981 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -20257910.000000 Penalty: 5919.632324
	Iteration 35Q: 3 clusters Score -2.025791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151981 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -20257910.000000 Penalty: 5919.632324
	Iteration 36F: 3 clusters Score -2.025791e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -77356.773438 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -77356.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75694.992188 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -75694.99 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -75880.671875 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -75880.67 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75964.031250 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -75964.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76012.984375 Penalty: 3200.998047
	Iteration 3Q: 3 clusters Score -76012.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76060.820312 Penalty: 3200.998047
	Iteration 4Q: 3 clusters Score -76060.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -76087.875000 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -76087.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -76112.140625 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -76112.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -76169.882812 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -76169.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -76318.031250 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -76318.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -76469.257812 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -76469.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -76531.718750 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -76531.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -76589.226562 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -76589.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76625.156250 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -76625.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -76671.507812 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -76671.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -76739.367188 Penalty: 3200.998047
	Iteration 14Q: 3 clusters Score -76739.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -76960.078125 Penalty: 3200.998047
	Iteration 15Q: 3 clusters Score -76960.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -77731.492188 Penalty: 3200.998047
	Iteration 16Q: 3 clusters Score -77731.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -77817.085938 Penalty: 3200.998047
	Iteration 17Q: 3 clusters Score -77817.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -77871.046875 Penalty: 3200.998047
	Iteration 18Q: 3 clusters Score -77871.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -77884.273438 Penalty: 3200.998047
	Iteration 19Q: 3 clusters Score -77884.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -77885.460938 Penalty: 3200.998047
	Iteration 20F: 3 clusters Score -77885.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159975 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170557 members 
Mstep: Class 5 contains 2969 members 
Mstep: Class 6 contains 48520 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 6310 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169460 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9689 members 
Mstep: Class 15 contains 164598 members 
Mstep: Class 16 contains 164259 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24825 members 
Mstep: Class 20 contains 51927 members 
Mstep: Class 21 contains 158405 members 
Mstep: Class 22 contains 81363 members 
Mstep: Class 23 contains 152473 members 
Mstep: Class 24 contains 426 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 209 members 
Entering Unmasked Estep 
Score: -180410480.000000 Penalty: 91161.578125
Splitting cluster 24 changes total score from -180411504.000000 to -180410480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -22654.449219 Penalty: 1335.354858
	Iteration 0F: 2 clusters Score -22654.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21505.238281 Penalty: 2670.709717
	Iteration 0F: 3 clusters Score -21505.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21638.884766 Penalty: 2670.709717
	Iteration 1F: 3 clusters Score -21638.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21690.359375 Penalty: 2670.709717
	Iteration 2Q: 3 clusters Score -21690.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21711.955078 Penalty: 2670.709717
	Iteration 3Q: 3 clusters Score -21711.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21719.671875 Penalty: 2670.709717
	Iteration 4Q: 3 clusters Score -21719.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21722.386719 Penalty: 2670.709717
	Iteration 5Q: 3 clusters Score -21722.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21722.386719 Penalty: 2670.709717
	Iteration 6F: 3 clusters Score -21722.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159975 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170557 members 
Mstep: Class 5 contains 2969 members 
Mstep: Class 6 contains 48520 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1380 members 
Mstep: Class 9 contains 6310 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169460 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9689 members 
Mstep: Class 15 contains 164598 members 
Mstep: Class 16 contains 164259 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24825 members 
Mstep: Class 20 contains 51927 members 
Mstep: Class 21 contains 158405 members 
Mstep: Class 22 contains 81363 members 
Mstep: Class 23 contains 152473 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411824.000000 Penalty: 87655.367188
Iteration 239Q: 26 clusters Score -1.804118e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159996 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170569 members 
Mstep: Class 5 contains 2969 members 
Mstep: Class 6 contains 48538 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1381 members 
Mstep: Class 9 contains 6310 members 
Mstep: Class 10 contains 5043 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169474 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9689 members 
Mstep: Class 15 contains 164605 members 
Mstep: Class 16 contains 164295 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24821 members 
Mstep: Class 20 contains 51921 members 
Mstep: Class 21 contains 158389 members 
Mstep: Class 22 contains 81363 members 
Mstep: Class 23 contains 152389 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411824.000000 Penalty: 87655.367188
Iteration 240F: 26 clusters Score -1.804118e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160005 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170597 members 
Mstep: Class 5 contains 2968 members 
Mstep: Class 6 contains 48559 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1381 members 
Mstep: Class 9 contains 6310 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169480 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9688 members 
Mstep: Class 15 contains 164612 members 
Mstep: Class 16 contains 164325 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24815 members 
Mstep: Class 20 contains 51922 members 
Mstep: Class 21 contains 158407 members 
Mstep: Class 22 contains 81353 members 
Mstep: Class 23 contains 152284 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411456.000000 Penalty: 87655.367188
Iteration 241Q: 26 clusters Score -1.804115e+08 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160024 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170612 members 
Mstep: Class 5 contains 2966 members 
Mstep: Class 6 contains 48576 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1381 members 
Mstep: Class 9 contains 6310 members 
Mstep: Class 10 contains 5043 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169483 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9680 members 
Mstep: Class 15 contains 164615 members 
Mstep: Class 16 contains 164366 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24814 members 
Mstep: Class 20 contains 51918 members 
Mstep: Class 21 contains 158442 members 
Mstep: Class 22 contains 81341 members 
Mstep: Class 23 contains 152181 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411776.000000 Penalty: 87655.367188
Iteration 242Q: 26 clusters Score -1.804118e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160041 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170630 members 
Mstep: Class 5 contains 2965 members 
Mstep: Class 6 contains 48597 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1381 members 
Mstep: Class 9 contains 6310 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169485 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9686 members 
Mstep: Class 15 contains 164624 members 
Mstep: Class 16 contains 164385 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24812 members 
Mstep: Class 20 contains 51929 members 
Mstep: Class 21 contains 158456 members 
Mstep: Class 22 contains 81331 members 
Mstep: Class 23 contains 152078 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411440.000000 Penalty: 87655.367188
Iteration 243Q: 26 clusters Score -1.804114e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160050 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170665 members 
Mstep: Class 5 contains 2964 members 
Mstep: Class 6 contains 48615 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1381 members 
Mstep: Class 9 contains 6310 members 
Mstep: Class 10 contains 5041 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169484 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9684 members 
Mstep: Class 15 contains 164625 members 
Mstep: Class 16 contains 164444 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24816 members 
Mstep: Class 20 contains 51933 members 
Mstep: Class 21 contains 158446 members 
Mstep: Class 22 contains 81321 members 
Mstep: Class 23 contains 151973 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411360.000000 Penalty: 87655.367188
Iteration 244Q: 26 clusters Score -1.804114e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160069 members 
Mstep: Class 2 contains 2555 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170710 members 
Mstep: Class 5 contains 2964 members 
Mstep: Class 6 contains 48640 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1381 members 
Mstep: Class 9 contains 6310 members 
Mstep: Class 10 contains 5043 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169457 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9683 members 
Mstep: Class 15 contains 164613 members 
Mstep: Class 16 contains 164425 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24824 members 
Mstep: Class 20 contains 51941 members 
Mstep: Class 21 contains 158496 members 
Mstep: Class 22 contains 81309 members 
Mstep: Class 23 contains 151889 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411840.000000 Penalty: 87655.367188
Iteration 245Q: 26 clusters Score -1.804118e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160096 members 
Mstep: Class 2 contains 2553 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170738 members 
Mstep: Class 5 contains 2964 members 
Mstep: Class 6 contains 48655 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1381 members 
Mstep: Class 9 contains 6310 members 
Mstep: Class 10 contains 5040 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169466 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9682 members 
Mstep: Class 15 contains 164609 members 
Mstep: Class 16 contains 164417 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24825 members 
Mstep: Class 20 contains 51950 members 
Mstep: Class 21 contains 158514 members 
Mstep: Class 22 contains 81301 members 
Mstep: Class 23 contains 151808 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411648.000000 Penalty: 87655.367188
Iteration 246Q: 26 clusters Score -1.804116e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160096 members 
Mstep: Class 2 contains 2550 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170772 members 
Mstep: Class 5 contains 2963 members 
Mstep: Class 6 contains 48685 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1379 members 
Mstep: Class 9 contains 6310 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169466 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9689 members 
Mstep: Class 15 contains 164610 members 
Mstep: Class 16 contains 164424 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24830 members 
Mstep: Class 20 contains 51959 members 
Mstep: Class 21 contains 158525 members 
Mstep: Class 22 contains 81285 members 
Mstep: Class 23 contains 151722 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411696.000000 Penalty: 87655.367188
Iteration 247Q: 26 clusters Score -1.804117e+08 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160096 members 
Mstep: Class 2 contains 2547 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170816 members 
Mstep: Class 5 contains 2963 members 
Mstep: Class 6 contains 48710 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1378 members 
Mstep: Class 9 contains 6310 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169456 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9694 members 
Mstep: Class 15 contains 164591 members 
Mstep: Class 16 contains 164416 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24838 members 
Mstep: Class 20 contains 51960 members 
Mstep: Class 21 contains 158569 members 
Mstep: Class 22 contains 81274 members 
Mstep: Class 23 contains 151646 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411520.000000 Penalty: 87655.367188
Iteration 248Q: 26 clusters Score -1.804115e+08 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160099 members 
Mstep: Class 2 contains 2544 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170840 members 
Mstep: Class 5 contains 2963 members 
Mstep: Class 6 contains 48732 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1377 members 
Mstep: Class 9 contains 6310 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169471 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9693 members 
Mstep: Class 15 contains 164588 members 
Mstep: Class 16 contains 164409 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24840 members 
Mstep: Class 20 contains 51965 members 
Mstep: Class 21 contains 158599 members 
Mstep: Class 22 contains 81264 members 
Mstep: Class 23 contains 151570 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411616.000000 Penalty: 87655.367188
Iteration 249Q: 26 clusters Score -1.804116e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160112 members 
Mstep: Class 2 contains 2544 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170841 members 
Mstep: Class 5 contains 2963 members 
Mstep: Class 6 contains 48759 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 9 contains 6311 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169475 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9685 members 
Mstep: Class 15 contains 164586 members 
Mstep: Class 16 contains 164403 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24839 members 
Mstep: Class 20 contains 51973 members 
Mstep: Class 21 contains 158641 members 
Mstep: Class 22 contains 81246 members 
Mstep: Class 23 contains 151510 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411472.000000 Penalty: 87655.367188
Iteration 250Q: 26 clusters Score -1.804115e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160134 members 
Mstep: Class 2 contains 2543 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170839 members 
Mstep: Class 5 contains 2963 members 
Mstep: Class 6 contains 48795 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 9 contains 6312 members 
Mstep: Class 10 contains 5037 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169479 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9670 members 
Mstep: Class 15 contains 164599 members 
Mstep: Class 16 contains 164389 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24839 members 
Mstep: Class 20 contains 51977 members 
Mstep: Class 21 contains 158672 members 
Mstep: Class 22 contains 81244 members 
Mstep: Class 23 contains 151442 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411456.000000 Penalty: 87655.367188
Iteration 251Q: 26 clusters Score -1.804115e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160140 members 
Mstep: Class 2 contains 2539 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170859 members 
Mstep: Class 5 contains 2963 members 
Mstep: Class 6 contains 48826 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 9 contains 6312 members 
Mstep: Class 10 contains 5037 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169500 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9677 members 
Mstep: Class 15 contains 164630 members 
Mstep: Class 16 contains 164355 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24839 members 
Mstep: Class 20 contains 51983 members 
Mstep: Class 21 contains 158672 members 
Mstep: Class 22 contains 81239 members 
Mstep: Class 23 contains 151363 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411472.000000 Penalty: 87655.367188
Iteration 252Q: 26 clusters Score -1.804115e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160142 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170851 members 
Mstep: Class 5 contains 2963 members 
Mstep: Class 6 contains 48863 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 9 contains 6313 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169515 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9677 members 
Mstep: Class 15 contains 164651 members 
Mstep: Class 16 contains 164316 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24841 members 
Mstep: Class 20 contains 51989 members 
Mstep: Class 21 contains 158717 members 
Mstep: Class 22 contains 81232 members 
Mstep: Class 23 contains 151277 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411232.000000 Penalty: 87655.367188
Iteration 253Q: 26 clusters Score -1.804112e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160147 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170837 members 
Mstep: Class 5 contains 2961 members 
Mstep: Class 6 contains 48907 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 9 contains 6316 members 
Mstep: Class 10 contains 5060 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169543 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9669 members 
Mstep: Class 15 contains 164662 members 
Mstep: Class 16 contains 164262 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24843 members 
Mstep: Class 20 contains 51996 members 
Mstep: Class 21 contains 158764 members 
Mstep: Class 22 contains 81219 members 
Mstep: Class 23 contains 151211 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411328.000000 Penalty: 87655.367188
Iteration 254Q: 26 clusters Score -1.804113e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160143 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170819 members 
Mstep: Class 5 contains 2959 members 
Mstep: Class 6 contains 48939 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 9 contains 6318 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169556 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9676 members 
Mstep: Class 15 contains 164666 members 
Mstep: Class 16 contains 164255 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24849 members 
Mstep: Class 20 contains 51999 members 
Mstep: Class 21 contains 158785 members 
Mstep: Class 22 contains 81213 members 
Mstep: Class 23 contains 151169 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411296.000000 Penalty: 87655.367188
Iteration 255Q: 26 clusters Score -1.804113e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160143 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170824 members 
Mstep: Class 5 contains 2956 members 
Mstep: Class 6 contains 48985 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1376 members 
Mstep: Class 9 contains 6318 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169569 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9674 members 
Mstep: Class 15 contains 164662 members 
Mstep: Class 16 contains 164242 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24851 members 
Mstep: Class 20 contains 52023 members 
Mstep: Class 21 contains 158805 members 
Mstep: Class 22 contains 81208 members 
Mstep: Class 23 contains 151095 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411184.000000 Penalty: 87655.367188
Iteration 256Q: 26 clusters Score -1.804112e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160140 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170830 members 
Mstep: Class 5 contains 2955 members 
Mstep: Class 6 contains 49043 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1375 members 
Mstep: Class 9 contains 6318 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169576 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9673 members 
Mstep: Class 15 contains 164661 members 
Mstep: Class 16 contains 164226 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24850 members 
Mstep: Class 20 contains 52032 members 
Mstep: Class 21 contains 158841 members 
Mstep: Class 22 contains 81204 members 
Mstep: Class 23 contains 151002 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411056.000000 Penalty: 87655.367188
Iteration 257Q: 26 clusters Score -1.804111e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160130 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170842 members 
Mstep: Class 5 contains 2953 members 
Mstep: Class 6 contains 49090 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1374 members 
Mstep: Class 9 contains 6318 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169588 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9673 members 
Mstep: Class 15 contains 164683 members 
Mstep: Class 16 contains 164183 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24850 members 
Mstep: Class 20 contains 52038 members 
Mstep: Class 21 contains 158864 members 
Mstep: Class 22 contains 81197 members 
Mstep: Class 23 contains 150946 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411232.000000 Penalty: 87655.367188
Iteration 258Q: 26 clusters Score -1.804112e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160125 members 
Mstep: Class 2 contains 2537 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170839 members 
Mstep: Class 5 contains 2952 members 
Mstep: Class 6 contains 49124 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1374 members 
Mstep: Class 9 contains 6318 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169596 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9669 members 
Mstep: Class 15 contains 164705 members 
Mstep: Class 16 contains 164170 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24856 members 
Mstep: Class 20 contains 52043 members 
Mstep: Class 21 contains 158877 members 
Mstep: Class 22 contains 81203 members 
Mstep: Class 23 contains 150877 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411264.000000 Penalty: 87655.367188
Iteration 259Q: 26 clusters Score -1.804113e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160146 members 
Mstep: Class 2 contains 2536 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 170834 members 
Mstep: Class 5 contains 2950 members 
Mstep: Class 6 contains 49159 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1374 members 
Mstep: Class 9 contains 6318 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169589 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9662 members 
Mstep: Class 15 contains 164715 members 
Mstep: Class 16 contains 164194 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24855 members 
Mstep: Class 20 contains 52050 members 
Mstep: Class 21 contains 158896 members 
Mstep: Class 22 contains 81210 members 
Mstep: Class 23 contains 150772 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180411424.000000 Penalty: 87655.367188
Iteration 260F: 26 clusters Score -1.804114e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160143 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170822 members 
Mstep: Class 5 contains 2947 members 
Mstep: Class 6 contains 49212 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1374 members 
Mstep: Class 9 contains 6318 members 
Mstep: Class 10 contains 5055 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169606 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9666 members 
Mstep: Class 15 contains 164713 members 
Mstep: Class 16 contains 164198 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24853 members 
Mstep: Class 20 contains 52057 members 
Mstep: Class 21 contains 158919 members 
Mstep: Class 22 contains 81211 members 
Mstep: Class 23 contains 150681 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410848.000000 Penalty: 87655.367188
Iteration 261Q: 26 clusters Score -1.804108e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160120 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170814 members 
Mstep: Class 5 contains 2945 members 
Mstep: Class 6 contains 49263 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1374 members 
Mstep: Class 9 contains 6318 members 
Mstep: Class 10 contains 5058 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169633 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9658 members 
Mstep: Class 15 contains 164718 members 
Mstep: Class 16 contains 164201 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24848 members 
Mstep: Class 20 contains 52077 members 
Mstep: Class 21 contains 158940 members 
Mstep: Class 22 contains 81208 members 
Mstep: Class 23 contains 150600 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410880.000000 Penalty: 87655.367188
Iteration 262Q: 26 clusters Score -1.804109e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160109 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170821 members 
Mstep: Class 5 contains 2943 members 
Mstep: Class 6 contains 49310 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 6318 members 
Mstep: Class 10 contains 5058 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169649 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9661 members 
Mstep: Class 15 contains 164715 members 
Mstep: Class 16 contains 164197 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24841 members 
Mstep: Class 20 contains 52093 members 
Mstep: Class 21 contains 158975 members 
Mstep: Class 22 contains 81197 members 
Mstep: Class 23 contains 150515 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410752.000000 Penalty: 87655.367188
Iteration 263Q: 26 clusters Score -1.804108e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160097 members 
Mstep: Class 2 contains 2534 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170838 members 
Mstep: Class 5 contains 2943 members 
Mstep: Class 6 contains 49360 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1374 members 
Mstep: Class 9 contains 6319 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169667 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9655 members 
Mstep: Class 15 contains 164731 members 
Mstep: Class 16 contains 164190 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24832 members 
Mstep: Class 20 contains 52115 members 
Mstep: Class 21 contains 158980 members 
Mstep: Class 22 contains 81190 members 
Mstep: Class 23 contains 150442 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410672.000000 Penalty: 87655.367188
Iteration 264Q: 26 clusters Score -1.804107e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160091 members 
Mstep: Class 2 contains 2533 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170867 members 
Mstep: Class 5 contains 2944 members 
Mstep: Class 6 contains 49422 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 6320 members 
Mstep: Class 10 contains 5031 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169682 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9648 members 
Mstep: Class 15 contains 164758 members 
Mstep: Class 16 contains 164165 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24835 members 
Mstep: Class 20 contains 52134 members 
Mstep: Class 21 contains 158979 members 
Mstep: Class 22 contains 81180 members 
Mstep: Class 23 contains 150347 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410896.000000 Penalty: 87655.367188
Iteration 265Q: 26 clusters Score -1.804109e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160079 members 
Mstep: Class 2 contains 2533 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170877 members 
Mstep: Class 5 contains 2944 members 
Mstep: Class 6 contains 49492 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 6320 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169710 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9645 members 
Mstep: Class 15 contains 164800 members 
Mstep: Class 16 contains 164125 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24835 members 
Mstep: Class 20 contains 52133 members 
Mstep: Class 21 contains 158999 members 
Mstep: Class 22 contains 81174 members 
Mstep: Class 23 contains 150247 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410624.000000 Penalty: 87655.367188
Iteration 266Q: 26 clusters Score -1.804106e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160075 members 
Mstep: Class 2 contains 2533 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170894 members 
Mstep: Class 5 contains 2943 members 
Mstep: Class 6 contains 49555 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 6320 members 
Mstep: Class 10 contains 5020 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169707 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9648 members 
Mstep: Class 15 contains 164810 members 
Mstep: Class 16 contains 164118 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24837 members 
Mstep: Class 20 contains 52132 members 
Mstep: Class 21 contains 159018 members 
Mstep: Class 22 contains 81173 members 
Mstep: Class 23 contains 150153 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410816.000000 Penalty: 87655.367188
Iteration 267Q: 26 clusters Score -1.804108e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160080 members 
Mstep: Class 2 contains 2533 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170917 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 49596 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 6321 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169710 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9634 members 
Mstep: Class 15 contains 164810 members 
Mstep: Class 16 contains 164101 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24840 members 
Mstep: Class 20 contains 52132 members 
Mstep: Class 21 contains 159011 members 
Mstep: Class 22 contains 81164 members 
Mstep: Class 23 contains 150130 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410800.000000 Penalty: 87655.367188
Iteration 268Q: 26 clusters Score -1.804108e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160085 members 
Mstep: Class 2 contains 2532 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170920 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 49650 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 6322 members 
Mstep: Class 10 contains 5015 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169710 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9630 members 
Mstep: Class 15 contains 164799 members 
Mstep: Class 16 contains 164083 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24843 members 
Mstep: Class 20 contains 52124 members 
Mstep: Class 21 contains 159017 members 
Mstep: Class 22 contains 81170 members 
Mstep: Class 23 contains 150094 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410592.000000 Penalty: 87655.367188
Iteration 269Q: 26 clusters Score -1.804106e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160097 members 
Mstep: Class 2 contains 2531 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170943 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 49699 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 6323 members 
Mstep: Class 10 contains 5013 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169703 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9623 members 
Mstep: Class 15 contains 164791 members 
Mstep: Class 16 contains 164085 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24843 members 
Mstep: Class 20 contains 52116 members 
Mstep: Class 21 contains 159002 members 
Mstep: Class 22 contains 81159 members 
Mstep: Class 23 contains 150067 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410528.000000 Penalty: 87655.367188
Iteration 270Q: 26 clusters Score -1.804105e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160098 members 
Mstep: Class 2 contains 2531 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170957 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 49755 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 6325 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169693 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9621 members 
Mstep: Class 15 contains 164761 members 
Mstep: Class 16 contains 164069 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24840 members 
Mstep: Class 20 contains 52116 members 
Mstep: Class 21 contains 158971 members 
Mstep: Class 22 contains 81162 members 
Mstep: Class 23 contains 150089 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410720.000000 Penalty: 87655.367188
Iteration 271Q: 26 clusters Score -1.804107e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160101 members 
Mstep: Class 2 contains 2531 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170979 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 49820 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 6326 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169680 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9620 members 
Mstep: Class 15 contains 164735 members 
Mstep: Class 16 contains 164064 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24836 members 
Mstep: Class 20 contains 52122 members 
Mstep: Class 21 contains 158942 members 
Mstep: Class 22 contains 81167 members 
Mstep: Class 23 contains 150075 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410512.000000 Penalty: 87655.367188
Iteration 272Q: 26 clusters Score -1.804105e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160115 members 
Mstep: Class 2 contains 2531 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 171001 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 49886 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 6326 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169668 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9615 members 
Mstep: Class 15 contains 164708 members 
Mstep: Class 16 contains 164061 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24837 members 
Mstep: Class 20 contains 52140 members 
Mstep: Class 21 contains 158906 members 
Mstep: Class 22 contains 81173 members 
Mstep: Class 23 contains 150039 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410208.000000 Penalty: 87655.367188
Iteration 273Q: 26 clusters Score -1.804102e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160116 members 
Mstep: Class 2 contains 2531 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 171025 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 49944 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 6327 members 
Mstep: Class 10 contains 4980 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169675 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9610 members 
Mstep: Class 15 contains 164681 members 
Mstep: Class 16 contains 164086 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24841 members 
Mstep: Class 20 contains 52156 members 
Mstep: Class 21 contains 158839 members 
Mstep: Class 22 contains 81174 members 
Mstep: Class 23 contains 150010 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410240.000000 Penalty: 87655.367188
Iteration 274Q: 26 clusters Score -1.804102e+08 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160145 members 
Mstep: Class 2 contains 2531 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 171045 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 49982 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1372 members 
Mstep: Class 9 contains 6327 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169680 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9613 members 
Mstep: Class 15 contains 164650 members 
Mstep: Class 16 contains 164119 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24843 members 
Mstep: Class 20 contains 52170 members 
Mstep: Class 21 contains 158799 members 
Mstep: Class 22 contains 81178 members 
Mstep: Class 23 contains 149940 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410272.000000 Penalty: 87655.367188
Iteration 275Q: 26 clusters Score -1.804103e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160163 members 
Mstep: Class 2 contains 2531 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 171060 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 50019 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1372 members 
Mstep: Class 9 contains 6328 members 
Mstep: Class 10 contains 4965 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169691 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9618 members 
Mstep: Class 15 contains 164636 members 
Mstep: Class 16 contains 164173 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24851 members 
Mstep: Class 20 contains 52166 members 
Mstep: Class 21 contains 158732 members 
Mstep: Class 22 contains 81190 members 
Mstep: Class 23 contains 149873 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410320.000000 Penalty: 87655.367188
Iteration 276Q: 26 clusters Score -1.804103e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160184 members 
Mstep: Class 2 contains 2531 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 171063 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 50049 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 6332 members 
Mstep: Class 10 contains 4956 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169693 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9627 members 
Mstep: Class 15 contains 164629 members 
Mstep: Class 16 contains 164227 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24853 members 
Mstep: Class 20 contains 52160 members 
Mstep: Class 21 contains 158700 members 
Mstep: Class 22 contains 81199 members 
Mstep: Class 23 contains 149792 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410176.000000 Penalty: 87655.367188
Iteration 277Q: 26 clusters Score -1.804102e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160208 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 171059 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 50090 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 6335 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169689 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9627 members 
Mstep: Class 15 contains 164640 members 
Mstep: Class 16 contains 164251 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24853 members 
Mstep: Class 20 contains 52163 members 
Mstep: Class 21 contains 158669 members 
Mstep: Class 22 contains 81216 members 
Mstep: Class 23 contains 149722 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410064.000000 Penalty: 87655.367188
Iteration 278Q: 26 clusters Score -1.804101e+08 nChanged 953
Entering ConstructFrom: 
Score: -180410064.000000 Penalty: 87655.367188
Entering ConstructFrom: 
Trying to split cluster 1 (160237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160237 members 
Entering Unmasked Estep 
Score: -21242508.000000 Penalty: 2972.133545
	Iteration 0F: 2 clusters Score -2.124251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80145 members 
Mstep: Class 2 contains 80092 members 
Entering Unmasked Estep 
Score: -21138036.000000 Penalty: 5944.267090
	Iteration 0F: 3 clusters Score -2.113804e+07 nChanged 76617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79394 members 
Mstep: Class 2 contains 80843 members 
Entering Unmasked Estep 
Score: -21182560.000000 Penalty: 5944.267090
	Iteration 1F: 3 clusters Score -2.118256e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78770 members 
Mstep: Class 2 contains 81467 members 
Entering Unmasked Estep 
Score: -21183410.000000 Penalty: 5944.267090
	Iteration 2Q: 3 clusters Score -2.118341e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77888 members 
Mstep: Class 2 contains 82349 members 
Entering Unmasked Estep 
Score: -21184422.000000 Penalty: 5944.267090
	Iteration 3Q: 3 clusters Score -2.118442e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76506 members 
Mstep: Class 2 contains 83731 members 
Entering Unmasked Estep 
Score: -21185864.000000 Penalty: 5944.267090
	Iteration 4Q: 3 clusters Score -2.118586e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74451 members 
Mstep: Class 2 contains 85786 members 
Entering Unmasked Estep 
Score: -21188270.000000 Penalty: 5944.267090
	Iteration 5Q: 3 clusters Score -2.118827e+07 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71636 members 
Mstep: Class 2 contains 88601 members 
Entering Unmasked Estep 
Score: -21192406.000000 Penalty: 5944.267090
	Iteration 6Q: 3 clusters Score -2.119241e+07 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67928 members 
Mstep: Class 2 contains 92309 members 
Entering Unmasked Estep 
Score: -21198094.000000 Penalty: 5944.267090
	Iteration 7F: 3 clusters Score -2.119809e+07 nChanged 10768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63644 members 
Mstep: Class 2 contains 96593 members 
Entering Unmasked Estep 
Score: -21205922.000000 Penalty: 5944.267090
	Iteration 8F: 3 clusters Score -2.120592e+07 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59490 members 
Mstep: Class 2 contains 100747 members 
Entering Unmasked Estep 
Score: -21214898.000000 Penalty: 5944.267090
	Iteration 9F: 3 clusters Score -2.12149e+07 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56225 members 
Mstep: Class 2 contains 104012 members 
Entering Unmasked Estep 
Score: -21221360.000000 Penalty: 5944.267090
	Iteration 10F: 3 clusters Score -2.122136e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 106593 members 
Entering Unmasked Estep 
Score: -21224388.000000 Penalty: 5944.267090
	Iteration 11Q: 3 clusters Score -2.122439e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 108972 members 
Entering Unmasked Estep 
Score: -21226108.000000 Penalty: 5944.267090
	Iteration 12Q: 3 clusters Score -2.122611e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 111360 members 
Entering Unmasked Estep 
Score: -21227596.000000 Penalty: 5944.267090
	Iteration 13Q: 3 clusters Score -2.12276e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 113671 members 
Entering Unmasked Estep 
Score: -21228810.000000 Penalty: 5944.267090
	Iteration 14Q: 3 clusters Score -2.122881e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 115943 members 
Entering Unmasked Estep 
Score: -21230042.000000 Penalty: 5944.267090
	Iteration 15Q: 3 clusters Score -2.123004e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 118203 members 
Entering Unmasked Estep 
Score: -21231156.000000 Penalty: 5944.267090
	Iteration 16Q: 3 clusters Score -2.123116e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 120293 members 
Entering Unmasked Estep 
Score: -21232040.000000 Penalty: 5944.267090
	Iteration 17Q: 3 clusters Score -2.123204e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 122339 members 
Entering Unmasked Estep 
Score: -21232846.000000 Penalty: 5944.267090
	Iteration 18Q: 3 clusters Score -2.123285e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 124348 members 
Entering Unmasked Estep 
Score: -21233686.000000 Penalty: 5944.267090
	Iteration 19Q: 3 clusters Score -2.123369e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 126302 members 
Entering Unmasked Estep 
Score: -21234382.000000 Penalty: 5944.267090
	Iteration 20F: 3 clusters Score -2.123438e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 128140 members 
Entering Unmasked Estep 
Score: -21234968.000000 Penalty: 5944.267090
	Iteration 21Q: 3 clusters Score -2.123497e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 129902 members 
Entering Unmasked Estep 
Score: -21235578.000000 Penalty: 5944.267090
	Iteration 22Q: 3 clusters Score -2.123558e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 131543 members 
Entering Unmasked Estep 
Score: -21236100.000000 Penalty: 5944.267090
	Iteration 23Q: 3 clusters Score -2.12361e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 133159 members 
Entering Unmasked Estep 
Score: -21236530.000000 Penalty: 5944.267090
	Iteration 24Q: 3 clusters Score -2.123653e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 134666 members 
Entering Unmasked Estep 
Score: -21237004.000000 Penalty: 5944.267090
	Iteration 25Q: 3 clusters Score -2.1237e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 136078 members 
Entering Unmasked Estep 
Score: -21237374.000000 Penalty: 5944.267090
	Iteration 26Q: 3 clusters Score -2.123737e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 137394 members 
Entering Unmasked Estep 
Score: -21237718.000000 Penalty: 5944.267090
	Iteration 27Q: 3 clusters Score -2.123772e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 138572 members 
Entering Unmasked Estep 
Score: -21238008.000000 Penalty: 5944.267090
	Iteration 28Q: 3 clusters Score -2.123801e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 139641 members 
Entering Unmasked Estep 
Score: -21238252.000000 Penalty: 5944.267090
	Iteration 29Q: 3 clusters Score -2.123825e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 140654 members 
Entering Unmasked Estep 
Score: -21238466.000000 Penalty: 5944.267090
	Iteration 30Q: 3 clusters Score -2.123847e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 141647 members 
Entering Unmasked Estep 
Score: -21238724.000000 Penalty: 5944.267090
	Iteration 31Q: 3 clusters Score -2.123872e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 142617 members 
Entering Unmasked Estep 
Score: -21239016.000000 Penalty: 5944.267090
	Iteration 32Q: 3 clusters Score -2.123902e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 143568 members 
Entering Unmasked Estep 
Score: -21239326.000000 Penalty: 5944.267090
	Iteration 33Q: 3 clusters Score -2.123933e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 144456 members 
Entering Unmasked Estep 
Score: -21239466.000000 Penalty: 5944.267090
	Iteration 34Q: 3 clusters Score -2.123947e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 145305 members 
Entering Unmasked Estep 
Score: -21239662.000000 Penalty: 5944.267090
	Iteration 35Q: 3 clusters Score -2.123966e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 146021 members 
Entering Unmasked Estep 
Score: -21239754.000000 Penalty: 5944.267090
	Iteration 36Q: 3 clusters Score -2.123975e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 146669 members 
Entering Unmasked Estep 
Score: -21239942.000000 Penalty: 5944.267090
	Iteration 37Q: 3 clusters Score -2.123994e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 147269 members 
Entering Unmasked Estep 
Score: -21240044.000000 Penalty: 5944.267090
	Iteration 38Q: 3 clusters Score -2.124004e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 147857 members 
Entering Unmasked Estep 
Score: -21240132.000000 Penalty: 5944.267090
	Iteration 39Q: 3 clusters Score -2.124013e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 148418 members 
Entering Unmasked Estep 
Score: -21240252.000000 Penalty: 5944.267090
	Iteration 40F: 3 clusters Score -2.124025e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 148965 members 
Entering Unmasked Estep 
Score: -21240324.000000 Penalty: 5944.267090
	Iteration 41Q: 3 clusters Score -2.124032e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 149495 members 
Entering Unmasked Estep 
Score: -21240350.000000 Penalty: 5944.267090
	Iteration 42Q: 3 clusters Score -2.124035e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 149983 members 
Entering Unmasked Estep 
Score: -21240474.000000 Penalty: 5944.267090
	Iteration 43Q: 3 clusters Score -2.124047e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 150436 members 
Entering Unmasked Estep 
Score: -21240482.000000 Penalty: 5944.267090
	Iteration 44Q: 3 clusters Score -2.124048e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 150880 members 
Entering Unmasked Estep 
Score: -21240478.000000 Penalty: 5944.267090
	Iteration 45Q: 3 clusters Score -2.124048e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 151282 members 
Entering Unmasked Estep 
Score: -21240546.000000 Penalty: 5944.267090
	Iteration 46Q: 3 clusters Score -2.124055e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 151704 members 
Entering Unmasked Estep 
Score: -21240666.000000 Penalty: 5944.267090
	Iteration 47Q: 3 clusters Score -2.124067e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 152102 members 
Entering Unmasked Estep 
Score: -21240742.000000 Penalty: 5944.267090
	Iteration 48Q: 3 clusters Score -2.124074e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 152481 members 
Entering Unmasked Estep 
Score: -21240838.000000 Penalty: 5944.267090
	Iteration 49Q: 3 clusters Score -2.124084e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 152830 members 
Entering Unmasked Estep 
Score: -21240916.000000 Penalty: 5944.267090
	Iteration 50Q: 3 clusters Score -2.124092e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 153161 members 
Entering Unmasked Estep 
Score: -21240986.000000 Penalty: 5944.267090
	Iteration 51Q: 3 clusters Score -2.124099e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 153465 members 
Entering Unmasked Estep 
Score: -21241018.000000 Penalty: 5944.267090
	Iteration 52Q: 3 clusters Score -2.124102e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 153715 members 
Entering Unmasked Estep 
Score: -21241050.000000 Penalty: 5944.267090
	Iteration 53Q: 3 clusters Score -2.124105e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 153970 members 
Entering Unmasked Estep 
Score: -21241014.000000 Penalty: 5944.267090
	Iteration 54Q: 3 clusters Score -2.124101e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 154178 members 
Entering Unmasked Estep 
Score: -21240988.000000 Penalty: 5944.267090
	Iteration 55Q: 3 clusters Score -2.124099e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 154371 members 
Entering Unmasked Estep 
Score: -21240972.000000 Penalty: 5944.267090
	Iteration 56Q: 3 clusters Score -2.124097e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 154536 members 
Entering Unmasked Estep 
Score: -21240922.000000 Penalty: 5944.267090
	Iteration 57Q: 3 clusters Score -2.124092e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 154702 members 
Entering Unmasked Estep 
Score: -21240988.000000 Penalty: 5944.267090
	Iteration 58Q: 3 clusters Score -2.124099e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 154862 members 
Entering Unmasked Estep 
Score: -21241000.000000 Penalty: 5944.267090
	Iteration 59Q: 3 clusters Score -2.1241e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 154998 members 
Entering Unmasked Estep 
Score: -21241024.000000 Penalty: 5944.267090
	Iteration 60F: 3 clusters Score -2.124102e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 155109 members 
Entering Unmasked Estep 
Score: -21241036.000000 Penalty: 5944.267090
	Iteration 61Q: 3 clusters Score -2.124104e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 155209 members 
Entering Unmasked Estep 
Score: -21241016.000000 Penalty: 5944.267090
	Iteration 62Q: 3 clusters Score -2.124102e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 155312 members 
Entering Unmasked Estep 
Score: -21241038.000000 Penalty: 5944.267090
	Iteration 63Q: 3 clusters Score -2.124104e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 155403 members 
Entering Unmasked Estep 
Score: -21241046.000000 Penalty: 5944.267090
	Iteration 64Q: 3 clusters Score -2.124105e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 155496 members 
Entering Unmasked Estep 
Score: -21241048.000000 Penalty: 5944.267090
	Iteration 65Q: 3 clusters Score -2.124105e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 155576 members 
Entering Unmasked Estep 
Score: -21241048.000000 Penalty: 5944.267090
	Iteration 66Q: 3 clusters Score -2.124105e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 155663 members 
Entering Unmasked Estep 
Score: -21241042.000000 Penalty: 5944.267090
	Iteration 67Q: 3 clusters Score -2.124104e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 155745 members 
Entering Unmasked Estep 
Score: -21241022.000000 Penalty: 5944.267090
	Iteration 68Q: 3 clusters Score -2.124102e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 155825 members 
Entering Unmasked Estep 
Score: -21241032.000000 Penalty: 5944.267090
	Iteration 69Q: 3 clusters Score -2.124103e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 155898 members 
Entering Unmasked Estep 
Score: -21241022.000000 Penalty: 5944.267090
	Iteration 70Q: 3 clusters Score -2.124102e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 155956 members 
Entering Unmasked Estep 
Score: -21241048.000000 Penalty: 5944.267090
	Iteration 71Q: 3 clusters Score -2.124105e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 156014 members 
Entering Unmasked Estep 
Score: -21241058.000000 Penalty: 5944.267090
	Iteration 72Q: 3 clusters Score -2.124106e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 156068 members 
Entering Unmasked Estep 
Score: -21241072.000000 Penalty: 5944.267090
	Iteration 73Q: 3 clusters Score -2.124107e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 156131 members 
Entering Unmasked Estep 
Score: -21241072.000000 Penalty: 5944.267090
	Iteration 74Q: 3 clusters Score -2.124107e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 156190 members 
Entering Unmasked Estep 
Score: -21241102.000000 Penalty: 5944.267090
	Iteration 75Q: 3 clusters Score -2.12411e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 156235 members 
Entering Unmasked Estep 
Score: -21241088.000000 Penalty: 5944.267090
	Iteration 76Q: 3 clusters Score -2.124109e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 156280 members 
Entering Unmasked Estep 
Score: -21241072.000000 Penalty: 5944.267090
	Iteration 77Q: 3 clusters Score -2.124107e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 156319 members 
Entering Unmasked Estep 
Score: -21241080.000000 Penalty: 5944.267090
	Iteration 78Q: 3 clusters Score -2.124108e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 156359 members 
Entering Unmasked Estep 
Score: -21241074.000000 Penalty: 5944.267090
	Iteration 79Q: 3 clusters Score -2.124107e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 156393 members 
Entering Unmasked Estep 
Score: -21241078.000000 Penalty: 5944.267090
	Iteration 80F: 3 clusters Score -2.124108e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 156426 members 
Entering Unmasked Estep 
Score: -21241056.000000 Penalty: 5944.267090
	Iteration 81Q: 3 clusters Score -2.124106e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 156461 members 
Entering Unmasked Estep 
Score: -21241042.000000 Penalty: 5944.267090
	Iteration 82Q: 3 clusters Score -2.124104e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 156487 members 
Entering Unmasked Estep 
Score: -21241042.000000 Penalty: 5944.267090
	Iteration 83Q: 3 clusters Score -2.124104e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 156521 members 
Entering Unmasked Estep 
Score: -21241034.000000 Penalty: 5944.267090
	Iteration 84Q: 3 clusters Score -2.124103e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 156563 members 
Entering Unmasked Estep 
Score: -21241016.000000 Penalty: 5944.267090
	Iteration 85Q: 3 clusters Score -2.124102e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 156609 members 
Entering Unmasked Estep 
Score: -21241016.000000 Penalty: 5944.267090
	Iteration 86Q: 3 clusters Score -2.124102e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 156645 members 
Entering Unmasked Estep 
Score: -21241006.000000 Penalty: 5944.267090
	Iteration 87Q: 3 clusters Score -2.124101e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 156677 members 
Entering Unmasked Estep 
Score: -21240978.000000 Penalty: 5944.267090
	Iteration 88Q: 3 clusters Score -2.124098e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 156701 members 
Entering Unmasked Estep 
Score: -21240978.000000 Penalty: 5944.267090
	Iteration 89Q: 3 clusters Score -2.124098e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 156721 members 
Entering Unmasked Estep 
Score: -21240984.000000 Penalty: 5944.267090
	Iteration 90Q: 3 clusters Score -2.124098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 156736 members 
Entering Unmasked Estep 
Score: -21240994.000000 Penalty: 5944.267090
	Iteration 91Q: 3 clusters Score -2.124099e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 156759 members 
Entering Unmasked Estep 
Score: -21241008.000000 Penalty: 5944.267090
	Iteration 92Q: 3 clusters Score -2.124101e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 156771 members 
Entering Unmasked Estep 
Score: -21241006.000000 Penalty: 5944.267090
	Iteration 93Q: 3 clusters Score -2.124101e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 156790 members 
Entering Unmasked Estep 
Score: -21240996.000000 Penalty: 5944.267090
	Iteration 94Q: 3 clusters Score -2.1241e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 156814 members 
Entering Unmasked Estep 
Score: -21240984.000000 Penalty: 5944.267090
	Iteration 95Q: 3 clusters Score -2.124098e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 156842 members 
Entering Unmasked Estep 
Score: -21240960.000000 Penalty: 5944.267090
	Iteration 96Q: 3 clusters Score -2.124096e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 156872 members 
Entering Unmasked Estep 
Score: -21240954.000000 Penalty: 5944.267090
	Iteration 97Q: 3 clusters Score -2.124095e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 156897 members 
Entering Unmasked Estep 
Score: -21240954.000000 Penalty: 5944.267090
	Iteration 98Q: 3 clusters Score -2.124095e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 156919 members 
Entering Unmasked Estep 
Score: -21240972.000000 Penalty: 5944.267090
	Iteration 99Q: 3 clusters Score -2.124097e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 156942 members 
Entering Unmasked Estep 
Score: -21240996.000000 Penalty: 5944.267090
	Iteration 100F: 3 clusters Score -2.1241e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 156962 members 
Entering Unmasked Estep 
Score: -21240984.000000 Penalty: 5944.267090
	Iteration 101Q: 3 clusters Score -2.124098e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 156985 members 
Entering Unmasked Estep 
Score: -21240992.000000 Penalty: 5944.267090
	Iteration 102Q: 3 clusters Score -2.124099e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 157009 members 
Entering Unmasked Estep 
Score: -21240978.000000 Penalty: 5944.267090
	Iteration 103Q: 3 clusters Score -2.124098e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 157028 members 
Entering Unmasked Estep 
Score: -21240980.000000 Penalty: 5944.267090
	Iteration 104Q: 3 clusters Score -2.124098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 157043 members 
Entering Unmasked Estep 
Score: -21240972.000000 Penalty: 5944.267090
	Iteration 105Q: 3 clusters Score -2.124097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 157050 members 
Entering Unmasked Estep 
Score: -21241000.000000 Penalty: 5944.267090
	Iteration 106Q: 3 clusters Score -2.1241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 157057 members 
Entering Unmasked Estep 
Score: -21240994.000000 Penalty: 5944.267090
	Iteration 107Q: 3 clusters Score -2.124099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 157064 members 
Entering Unmasked Estep 
Score: -21240974.000000 Penalty: 5944.267090
	Iteration 108Q: 3 clusters Score -2.124097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 157073 members 
Entering Unmasked Estep 
Score: -21240980.000000 Penalty: 5944.267090
	Iteration 109Q: 3 clusters Score -2.124098e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 157085 members 
Entering Unmasked Estep 
Score: -21240992.000000 Penalty: 5944.267090
	Iteration 110Q: 3 clusters Score -2.124099e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 157102 members 
Entering Unmasked Estep 
Score: -21241000.000000 Penalty: 5944.267090
	Iteration 111Q: 3 clusters Score -2.1241e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 157128 members 
Entering Unmasked Estep 
Score: -21240996.000000 Penalty: 5944.267090
	Iteration 112Q: 3 clusters Score -2.1241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 157141 members 
Entering Unmasked Estep 
Score: -21240998.000000 Penalty: 5944.267090
	Iteration 113Q: 3 clusters Score -2.1241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 157148 members 
Entering Unmasked Estep 
Score: -21240984.000000 Penalty: 5944.267090
	Iteration 114Q: 3 clusters Score -2.124098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 157156 members 
Entering Unmasked Estep 
Score: -21241000.000000 Penalty: 5944.267090
	Iteration 115Q: 3 clusters Score -2.1241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 157161 members 
Entering Unmasked Estep 
Score: -21240998.000000 Penalty: 5944.267090
	Iteration 116Q: 3 clusters Score -2.1241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 157166 members 
Entering Unmasked Estep 
Score: -21240984.000000 Penalty: 5944.267090
	Iteration 117Q: 3 clusters Score -2.124098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 157169 members 
Entering Unmasked Estep 
Score: -21240972.000000 Penalty: 5944.267090
	Iteration 118Q: 3 clusters Score -2.124097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 157171 members 
Entering Unmasked Estep 
Score: -21240972.000000 Penalty: 5944.267090
	Iteration 119Q: 3 clusters Score -2.124097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 157173 members 
Entering Unmasked Estep 
Score: -21240982.000000 Penalty: 5944.267090
	Iteration 120F: 3 clusters Score -2.124098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 157174 members 
Entering Unmasked Estep 
Score: -21240970.000000 Penalty: 5944.267090
	Iteration 121Q: 3 clusters Score -2.124097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 157175 members 
Entering Unmasked Estep 
Score: -21240974.000000 Penalty: 5944.267090
	Iteration 122Q: 3 clusters Score -2.124097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 157176 members 
Entering Unmasked Estep 
Score: -21240988.000000 Penalty: 5944.267090
	Iteration 123Q: 3 clusters Score -2.124099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 157176 members 
Entering Unmasked Estep 
Score: -21240988.000000 Penalty: 5944.267090
	Iteration 124F: 3 clusters Score -2.124099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Entering Unmasked Estep 
Score: -329735.781250 Penalty: 1943.125488
	Iteration 0F: 2 clusters Score -329735.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -326799.062500 Penalty: 3886.250977
	Iteration 0F: 3 clusters Score -326799.1 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -327443.593750 Penalty: 3886.250977
	Iteration 1F: 3 clusters Score -327443.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -327600.781250 Penalty: 3886.250977
	Iteration 2F: 3 clusters Score -327600.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -327683.093750 Penalty: 3886.250977
	Iteration 3Q: 3 clusters Score -327683.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -327735.281250 Penalty: 3886.250977
	Iteration 4Q: 3 clusters Score -327735.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -327769.625000 Penalty: 3886.250977
	Iteration 5Q: 3 clusters Score -327769.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -327797.562500 Penalty: 3886.250977
	Iteration 6Q: 3 clusters Score -327797.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -327826.281250 Penalty: 3886.250977
	Iteration 7Q: 3 clusters Score -327826.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -327852.562500 Penalty: 3886.250977
	Iteration 8Q: 3 clusters Score -327852.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -327871.812500 Penalty: 3886.250977
	Iteration 9Q: 3 clusters Score -327871.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -327888.000000 Penalty: 3886.250977
	Iteration 10Q: 3 clusters Score -327888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -327902.718750 Penalty: 3886.250977
	Iteration 11Q: 3 clusters Score -327902.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -327917.281250 Penalty: 3886.250977
	Iteration 12Q: 3 clusters Score -327917.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -327933.875000 Penalty: 3886.250977
	Iteration 13Q: 3 clusters Score -327933.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -327944.062500 Penalty: 3886.250977
	Iteration 14Q: 3 clusters Score -327944.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -327961.031250 Penalty: 3886.250977
	Iteration 15Q: 3 clusters Score -327961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -327971.562500 Penalty: 3886.250977
	Iteration 16Q: 3 clusters Score -327971.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -327980.281250 Penalty: 3886.250977
	Iteration 17Q: 3 clusters Score -327980.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -327988.968750 Penalty: 3886.250977
	Iteration 18Q: 3 clusters Score -327989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -327999.156250 Penalty: 3886.250977
	Iteration 19Q: 3 clusters Score -327999.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -328005.062500 Penalty: 3886.250977
	Iteration 20F: 3 clusters Score -328005.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -328010.968750 Penalty: 3886.250977
	Iteration 21Q: 3 clusters Score -328011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -328018.937500 Penalty: 3886.250977
	Iteration 22Q: 3 clusters Score -328018.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -328028.625000 Penalty: 3886.250977
	Iteration 23Q: 3 clusters Score -328028.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -328033.656250 Penalty: 3886.250977
	Iteration 24Q: 3 clusters Score -328033.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -328039.375000 Penalty: 3886.250977
	Iteration 25Q: 3 clusters Score -328039.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -328045.125000 Penalty: 3886.250977
	Iteration 26Q: 3 clusters Score -328045.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -328051.218750 Penalty: 3886.250977
	Iteration 27Q: 3 clusters Score -328051.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -328058.218750 Penalty: 3886.250977
	Iteration 28Q: 3 clusters Score -328058.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -328061.750000 Penalty: 3886.250977
	Iteration 29Q: 3 clusters Score -328061.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -328065.437500 Penalty: 3886.250977
	Iteration 30Q: 3 clusters Score -328065.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -328067.593750 Penalty: 3886.250977
	Iteration 31Q: 3 clusters Score -328067.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -328069.343750 Penalty: 3886.250977
	Iteration 32Q: 3 clusters Score -328069.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -328073.218750 Penalty: 3886.250977
	Iteration 33Q: 3 clusters Score -328073.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -328076.156250 Penalty: 3886.250977
	Iteration 34Q: 3 clusters Score -328076.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -328078.375000 Penalty: 3886.250977
	Iteration 35Q: 3 clusters Score -328078.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -328083.375000 Penalty: 3886.250977
	Iteration 36Q: 3 clusters Score -328083.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -328088.687500 Penalty: 3886.250977
	Iteration 37Q: 3 clusters Score -328088.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -328095.250000 Penalty: 3886.250977
	Iteration 38Q: 3 clusters Score -328095.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -328098.937500 Penalty: 3886.250977
	Iteration 39Q: 3 clusters Score -328098.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -328101.875000 Penalty: 3886.250977
	Iteration 40F: 3 clusters Score -328101.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -328103.500000 Penalty: 3886.250977
	Iteration 41Q: 3 clusters Score -328103.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -328104.718750 Penalty: 3886.250977
	Iteration 42Q: 3 clusters Score -328104.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -328105.906250 Penalty: 3886.250977
	Iteration 43Q: 3 clusters Score -328105.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -328105.968750 Penalty: 3886.250977
	Iteration 44Q: 3 clusters Score -328106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -328106.250000 Penalty: 3886.250977
	Iteration 45Q: 3 clusters Score -328106.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -328106.937500 Penalty: 3886.250977
	Iteration 46Q: 3 clusters Score -328106.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -328106.937500 Penalty: 3886.250977
	Iteration 47F: 3 clusters Score -328106.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -117804.257812 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -117804.3 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 438 members 
Entering Unmasked Estep 
Score: -115975.546875 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -115975.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -116237.492188 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -116237.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -116301.601562 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -116301.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -116343.070312 Penalty: 3371.778320
	Iteration 3Q: 3 clusters Score -116343.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -116386.828125 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -116386.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -116465.125000 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -116465.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -116555.000000 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -116555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -116640.773438 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -116640.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -116693.835938 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -116693.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -116738.843750 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -116738.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -116795.625000 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -116795.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -116834.945312 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -116834.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -116875.742188 Penalty: 3371.778320
	Iteration 12Q: 3 clusters Score -116875.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -116915.898438 Penalty: 3371.778320
	Iteration 13Q: 3 clusters Score -116915.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -116953.593750 Penalty: 3371.778320
	Iteration 14Q: 3 clusters Score -116953.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -116972.476562 Penalty: 3371.778320
	Iteration 15Q: 3 clusters Score -116972.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -116983.882812 Penalty: 3371.778320
	Iteration 16Q: 3 clusters Score -116983.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -116988.117188 Penalty: 3371.778320
	Iteration 17Q: 3 clusters Score -116988.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -116988.117188 Penalty: 3371.778320
	Iteration 18F: 3 clusters Score -116988.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (171025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171025 members 
Entering Unmasked Estep 
Score: -22701896.000000 Penalty: 2988.292236
	Iteration 0F: 2 clusters Score -2.27019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85381 members 
Mstep: Class 2 contains 85644 members 
Entering Unmasked Estep 
Score: -22588950.000000 Penalty: 5976.584473
	Iteration 0F: 3 clusters Score -2.258895e+07 nChanged 81846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82497 members 
Mstep: Class 2 contains 88528 members 
Entering Unmasked Estep 
Score: -22635942.000000 Penalty: 5976.584473
	Iteration 1F: 3 clusters Score -2.263594e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80483 members 
Mstep: Class 2 contains 90542 members 
Entering Unmasked Estep 
Score: -22636870.000000 Penalty: 5976.584473
	Iteration 2Q: 3 clusters Score -2.263687e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77357 members 
Mstep: Class 2 contains 93668 members 
Entering Unmasked Estep 
Score: -22637936.000000 Penalty: 5976.584473
	Iteration 3Q: 3 clusters Score -2.263794e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72437 members 
Mstep: Class 2 contains 98588 members 
Entering Unmasked Estep 
Score: -22639826.000000 Penalty: 5976.584473
	Iteration 4Q: 3 clusters Score -2.263983e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Mstep: Class 2 contains 106096 members 
Entering Unmasked Estep 
Score: -22643536.000000 Penalty: 5976.584473
	Iteration 5Q: 3 clusters Score -2.264354e+07 nChanged 11356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53911 members 
Mstep: Class 2 contains 117114 members 
Entering Unmasked Estep 
Score: -22650388.000000 Penalty: 5976.584473
	Iteration 6F: 3 clusters Score -2.265039e+07 nChanged 14519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 131409 members 
Entering Unmasked Estep 
Score: -22662096.000000 Penalty: 5976.584473
	Iteration 7F: 3 clusters Score -2.26621e+07 nChanged 15588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 146861 members 
Entering Unmasked Estep 
Score: -22677140.000000 Penalty: 5976.584473
	Iteration 8F: 3 clusters Score -2.267714e+07 nChanged 12302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 159099 members 
Entering Unmasked Estep 
Score: -22689502.000000 Penalty: 5976.584473
	Iteration 9F: 3 clusters Score -2.26895e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 166037 members 
Entering Unmasked Estep 
Score: -22695696.000000 Penalty: 5976.584473
	Iteration 10Q: 3 clusters Score -2.26957e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 168894 members 
Entering Unmasked Estep 
Score: -22697944.000000 Penalty: 5976.584473
	Iteration 11Q: 3 clusters Score -2.269794e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 169968 members 
Entering Unmasked Estep 
Score: -22698774.000000 Penalty: 5976.584473
	Iteration 12Q: 3 clusters Score -2.269877e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 170365 members 
Entering Unmasked Estep 
Score: -22699108.000000 Penalty: 5976.584473
	Iteration 13Q: 3 clusters Score -2.269911e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 170510 members 
Entering Unmasked Estep 
Score: -22699222.000000 Penalty: 5976.584473
	Iteration 14Q: 3 clusters Score -2.269922e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 170580 members 
Entering Unmasked Estep 
Score: -22699292.000000 Penalty: 5976.584473
	Iteration 15Q: 3 clusters Score -2.269929e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 170619 members 
Entering Unmasked Estep 
Score: -22699340.000000 Penalty: 5976.584473
	Iteration 16Q: 3 clusters Score -2.269934e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 170642 members 
Entering Unmasked Estep 
Score: -22699368.000000 Penalty: 5976.584473
	Iteration 17Q: 3 clusters Score -2.269937e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 170657 members 
Entering Unmasked Estep 
Score: -22699372.000000 Penalty: 5976.584473
	Iteration 18Q: 3 clusters Score -2.269937e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 170659 members 
Entering Unmasked Estep 
Score: -22699402.000000 Penalty: 5976.584473
	Iteration 19Q: 3 clusters Score -2.26994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 170663 members 
Entering Unmasked Estep 
Score: -22699410.000000 Penalty: 5976.584473
	Iteration 20F: 3 clusters Score -2.269941e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 170667 members 
Entering Unmasked Estep 
Score: -22699424.000000 Penalty: 5976.584473
	Iteration 21Q: 3 clusters Score -2.269942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 170670 members 
Entering Unmasked Estep 
Score: -22699426.000000 Penalty: 5976.584473
	Iteration 22Q: 3 clusters Score -2.269943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 170672 members 
Entering Unmasked Estep 
Score: -22699432.000000 Penalty: 5976.584473
	Iteration 23Q: 3 clusters Score -2.269943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 170671 members 
Entering Unmasked Estep 
Score: -22699444.000000 Penalty: 5976.584473
	Iteration 24Q: 3 clusters Score -2.269944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 170674 members 
Entering Unmasked Estep 
Score: -22699448.000000 Penalty: 5976.584473
	Iteration 25Q: 3 clusters Score -2.269945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 170678 members 
Entering Unmasked Estep 
Score: -22699454.000000 Penalty: 5976.584473
	Iteration 26Q: 3 clusters Score -2.269945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 170681 members 
Entering Unmasked Estep 
Score: -22699462.000000 Penalty: 5976.584473
	Iteration 27Q: 3 clusters Score -2.269946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 170685 members 
Entering Unmasked Estep 
Score: -22699480.000000 Penalty: 5976.584473
	Iteration 28Q: 3 clusters Score -2.269948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 170683 members 
Entering Unmasked Estep 
Score: -22699472.000000 Penalty: 5976.584473
	Iteration 29Q: 3 clusters Score -2.269947e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 170686 members 
Entering Unmasked Estep 
Score: -22699484.000000 Penalty: 5976.584473
	Iteration 30Q: 3 clusters Score -2.269948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 170686 members 
Entering Unmasked Estep 
Score: -22699472.000000 Penalty: 5976.584473
	Iteration 31Q: 3 clusters Score -2.269947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 170686 members 
Entering Unmasked Estep 
Score: -22699480.000000 Penalty: 5976.584473
	Iteration 32Q: 3 clusters Score -2.269948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 170687 members 
Entering Unmasked Estep 
Score: -22699468.000000 Penalty: 5976.584473
	Iteration 33Q: 3 clusters Score -2.269947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 170687 members 
Entering Unmasked Estep 
Score: -22699490.000000 Penalty: 5976.584473
	Iteration 34Q: 3 clusters Score -2.269949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 170690 members 
Entering Unmasked Estep 
Score: -22699492.000000 Penalty: 5976.584473
	Iteration 35Q: 3 clusters Score -2.269949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 170688 members 
Entering Unmasked Estep 
Score: -22699506.000000 Penalty: 5976.584473
	Iteration 36Q: 3 clusters Score -2.269951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 170688 members 
Entering Unmasked Estep 
Score: -22699506.000000 Penalty: 5976.584473
	Iteration 37F: 3 clusters Score -2.269951e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Entering Unmasked Estep 
Score: -389161.750000 Penalty: 1980.653198
	Iteration 0F: 2 clusters Score -389161.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -385890.031250 Penalty: 3961.306396
	Iteration 0F: 3 clusters Score -385890 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -386513.312500 Penalty: 3961.306396
	Iteration 1F: 3 clusters Score -386513.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -386683.312500 Penalty: 3961.306396
	Iteration 2F: 3 clusters Score -386683.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -386788.781250 Penalty: 3961.306396
	Iteration 3Q: 3 clusters Score -386788.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -386849.968750 Penalty: 3961.306396
	Iteration 4Q: 3 clusters Score -386850 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -386899.968750 Penalty: 3961.306396
	Iteration 5Q: 3 clusters Score -386900 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -386932.500000 Penalty: 3961.306396
	Iteration 6Q: 3 clusters Score -386932.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -386963.281250 Penalty: 3961.306396
	Iteration 7Q: 3 clusters Score -386963.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -386994.750000 Penalty: 3961.306396
	Iteration 8Q: 3 clusters Score -386994.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -387016.656250 Penalty: 3961.306396
	Iteration 9Q: 3 clusters Score -387016.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -387043.750000 Penalty: 3961.306396
	Iteration 10Q: 3 clusters Score -387043.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -387061.656250 Penalty: 3961.306396
	Iteration 11Q: 3 clusters Score -387061.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -387076.781250 Penalty: 3961.306396
	Iteration 12Q: 3 clusters Score -387076.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -387096.281250 Penalty: 3961.306396
	Iteration 13Q: 3 clusters Score -387096.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -387121.781250 Penalty: 3961.306396
	Iteration 14Q: 3 clusters Score -387121.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -387148.250000 Penalty: 3961.306396
	Iteration 15Q: 3 clusters Score -387148.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -387168.531250 Penalty: 3961.306396
	Iteration 16Q: 3 clusters Score -387168.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -387190.406250 Penalty: 3961.306396
	Iteration 17Q: 3 clusters Score -387190.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -387209.125000 Penalty: 3961.306396
	Iteration 18Q: 3 clusters Score -387209.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -387228.718750 Penalty: 3961.306396
	Iteration 19Q: 3 clusters Score -387228.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -387248.843750 Penalty: 3961.306396
	Iteration 20F: 3 clusters Score -387248.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -387268.875000 Penalty: 3961.306396
	Iteration 21Q: 3 clusters Score -387268.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -387284.437500 Penalty: 3961.306396
	Iteration 22Q: 3 clusters Score -387284.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -387300.125000 Penalty: 3961.306396
	Iteration 23Q: 3 clusters Score -387300.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -387315.687500 Penalty: 3961.306396
	Iteration 24Q: 3 clusters Score -387315.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -387326.187500 Penalty: 3961.306396
	Iteration 25Q: 3 clusters Score -387326.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -387337.343750 Penalty: 3961.306396
	Iteration 26Q: 3 clusters Score -387337.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -387352.687500 Penalty: 3961.306396
	Iteration 27Q: 3 clusters Score -387352.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -387367.500000 Penalty: 3961.306396
	Iteration 28Q: 3 clusters Score -387367.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -387377.968750 Penalty: 3961.306396
	Iteration 29Q: 3 clusters Score -387378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -387390.218750 Penalty: 3961.306396
	Iteration 30Q: 3 clusters Score -387390.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -387400.062500 Penalty: 3961.306396
	Iteration 31Q: 3 clusters Score -387400.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -387409.312500 Penalty: 3961.306396
	Iteration 32Q: 3 clusters Score -387409.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -387415.312500 Penalty: 3961.306396
	Iteration 33Q: 3 clusters Score -387415.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -387418.937500 Penalty: 3961.306396
	Iteration 34Q: 3 clusters Score -387418.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -387421.375000 Penalty: 3961.306396
	Iteration 35Q: 3 clusters Score -387421.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -387423.625000 Penalty: 3961.306396
	Iteration 36Q: 3 clusters Score -387423.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -387428.500000 Penalty: 3961.306396
	Iteration 37Q: 3 clusters Score -387428.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -387430.187500 Penalty: 3961.306396
	Iteration 38Q: 3 clusters Score -387430.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -387433.343750 Penalty: 3961.306396
	Iteration 39Q: 3 clusters Score -387433.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -387436.437500 Penalty: 3961.306396
	Iteration 40F: 3 clusters Score -387436.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -387438.593750 Penalty: 3961.306396
	Iteration 41Q: 3 clusters Score -387438.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -387445.843750 Penalty: 3961.306396
	Iteration 42Q: 3 clusters Score -387445.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -387452.750000 Penalty: 3961.306396
	Iteration 43Q: 3 clusters Score -387452.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -387459.687500 Penalty: 3961.306396
	Iteration 44Q: 3 clusters Score -387459.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -387468.062500 Penalty: 3961.306396
	Iteration 45Q: 3 clusters Score -387468.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -387474.750000 Penalty: 3961.306396
	Iteration 46Q: 3 clusters Score -387474.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -387478.750000 Penalty: 3961.306396
	Iteration 47Q: 3 clusters Score -387478.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -387484.500000 Penalty: 3961.306396
	Iteration 48Q: 3 clusters Score -387484.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -387489.250000 Penalty: 3961.306396
	Iteration 49Q: 3 clusters Score -387489.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -387496.343750 Penalty: 3961.306396
	Iteration 50Q: 3 clusters Score -387496.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -387498.312500 Penalty: 3961.306396
	Iteration 51Q: 3 clusters Score -387498.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -387501.500000 Penalty: 3961.306396
	Iteration 52Q: 3 clusters Score -387501.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -387507.531250 Penalty: 3961.306396
	Iteration 53Q: 3 clusters Score -387507.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -387517.375000 Penalty: 3961.306396
	Iteration 54Q: 3 clusters Score -387517.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -387521.218750 Penalty: 3961.306396
	Iteration 55Q: 3 clusters Score -387521.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -387525.281250 Penalty: 3961.306396
	Iteration 56Q: 3 clusters Score -387525.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -387531.062500 Penalty: 3961.306396
	Iteration 57Q: 3 clusters Score -387531.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -387534.437500 Penalty: 3961.306396
	Iteration 58Q: 3 clusters Score -387534.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -387537.093750 Penalty: 3961.306396
	Iteration 59Q: 3 clusters Score -387537.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -387542.062500 Penalty: 3961.306396
	Iteration 60F: 3 clusters Score -387542.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -387544.593750 Penalty: 3961.306396
	Iteration 61Q: 3 clusters Score -387544.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -387547.437500 Penalty: 3961.306396
	Iteration 62Q: 3 clusters Score -387547.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -387552.750000 Penalty: 3961.306396
	Iteration 63Q: 3 clusters Score -387552.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -387554.906250 Penalty: 3961.306396
	Iteration 64Q: 3 clusters Score -387554.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -387556.000000 Penalty: 3961.306396
	Iteration 65Q: 3 clusters Score -387556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -387558.406250 Penalty: 3961.306396
	Iteration 66Q: 3 clusters Score -387558.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -387559.687500 Penalty: 3961.306396
	Iteration 67Q: 3 clusters Score -387559.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -387560.281250 Penalty: 3961.306396
	Iteration 68Q: 3 clusters Score -387560.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -387560.281250 Penalty: 3961.306396
	Iteration 69F: 3 clusters Score -387560.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50132 members 
Entering Unmasked Estep 
Score: -6762542.500000 Penalty: 2683.958740
	Iteration 0F: 2 clusters Score -6762542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -6728687.000000 Penalty: 5367.917480
	Iteration 0F: 3 clusters Score -6728687 nChanged 23091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -6741340.000000 Penalty: 5367.917480
	Iteration 1F: 3 clusters Score -6741340 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -6742020.000000 Penalty: 5367.917480
	Iteration 2Q: 3 clusters Score -6742020 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -6742787.500000 Penalty: 5367.917480
	Iteration 3Q: 3 clusters Score -6742788 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -6743871.500000 Penalty: 5367.917480
	Iteration 4Q: 3 clusters Score -6743872 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -6745327.500000 Penalty: 5367.917480
	Iteration 5Q: 3 clusters Score -6745328 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -6747419.000000 Penalty: 5367.917480
	Iteration 6F: 3 clusters Score -6747419 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -6749990.500000 Penalty: 5367.917480
	Iteration 7F: 3 clusters Score -6749990 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -6752882.500000 Penalty: 5367.917480
	Iteration 8F: 3 clusters Score -6752882 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -6755662.000000 Penalty: 5367.917480
	Iteration 9F: 3 clusters Score -6755662 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -6757771.000000 Penalty: 5367.917480
	Iteration 10Q: 3 clusters Score -6757771 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -6758938.000000 Penalty: 5367.917480
	Iteration 11Q: 3 clusters Score -6758938 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -6759532.000000 Penalty: 5367.917480
	Iteration 12Q: 3 clusters Score -6759532 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -6759835.500000 Penalty: 5367.917480
	Iteration 13Q: 3 clusters Score -6759836 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -6759993.500000 Penalty: 5367.917480
	Iteration 14Q: 3 clusters Score -6759994 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -6760067.000000 Penalty: 5367.917480
	Iteration 15Q: 3 clusters Score -6760067 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 49722 members 
Entering Unmasked Estep 
Score: -6760116.500000 Penalty: 5367.917480
	Iteration 16Q: 3 clusters Score -6760116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -6760151.000000 Penalty: 5367.917480
	Iteration 17Q: 3 clusters Score -6760151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -6760163.000000 Penalty: 5367.917480
	Iteration 18Q: 3 clusters Score -6760163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -6760181.500000 Penalty: 5367.917480
	Iteration 19Q: 3 clusters Score -6760182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -6760194.000000 Penalty: 5367.917480
	Iteration 20F: 3 clusters Score -6760194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -6760201.000000 Penalty: 5367.917480
	Iteration 21Q: 3 clusters Score -6760201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -6760210.500000 Penalty: 5367.917480
	Iteration 22Q: 3 clusters Score -6760210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 49803 members 
Entering Unmasked Estep 
Score: -6760212.000000 Penalty: 5367.917480
	Iteration 23Q: 3 clusters Score -6760212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -6760218.500000 Penalty: 5367.917480
	Iteration 24Q: 3 clusters Score -6760218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -6760225.000000 Penalty: 5367.917480
	Iteration 25Q: 3 clusters Score -6760225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -6760233.500000 Penalty: 5367.917480
	Iteration 26Q: 3 clusters Score -6760234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -6760230.000000 Penalty: 5367.917480
	Iteration 27Q: 3 clusters Score -6760230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -6760233.000000 Penalty: 5367.917480
	Iteration 28Q: 3 clusters Score -6760233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -6760236.000000 Penalty: 5367.917480
	Iteration 29Q: 3 clusters Score -6760236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -6760241.500000 Penalty: 5367.917480
	Iteration 30Q: 3 clusters Score -6760242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -6760246.500000 Penalty: 5367.917480
	Iteration 31Q: 3 clusters Score -6760246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -6760240.500000 Penalty: 5367.917480
	Iteration 32Q: 3 clusters Score -6760240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -6760240.500000 Penalty: 5367.917480
	Iteration 33F: 3 clusters Score -6760240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -134073.875000 Penalty: 1739.227905
	Iteration 0F: 2 clusters Score -134073.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -132135.281250 Penalty: 3478.455811
	Iteration 0F: 3 clusters Score -132135.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -132551.156250 Penalty: 3478.455811
	Iteration 1F: 3 clusters Score -132551.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -132708.546875 Penalty: 3478.455811
	Iteration 2F: 3 clusters Score -132708.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -132850.421875 Penalty: 3478.455811
	Iteration 3Q: 3 clusters Score -132850.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -132977.671875 Penalty: 3478.455811
	Iteration 4Q: 3 clusters Score -132977.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -133104.828125 Penalty: 3478.455811
	Iteration 5Q: 3 clusters Score -133104.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -133220.968750 Penalty: 3478.455811
	Iteration 6Q: 3 clusters Score -133221 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -133361.421875 Penalty: 3478.455811
	Iteration 7Q: 3 clusters Score -133361.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -133448.890625 Penalty: 3478.455811
	Iteration 8Q: 3 clusters Score -133448.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -133501.328125 Penalty: 3478.455811
	Iteration 9Q: 3 clusters Score -133501.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -133543.609375 Penalty: 3478.455811
	Iteration 10Q: 3 clusters Score -133543.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -133595.421875 Penalty: 3478.455811
	Iteration 11Q: 3 clusters Score -133595.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -133666.546875 Penalty: 3478.455811
	Iteration 12Q: 3 clusters Score -133666.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -133766.281250 Penalty: 3478.455811
	Iteration 13Q: 3 clusters Score -133766.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -133839.578125 Penalty: 3478.455811
	Iteration 14Q: 3 clusters Score -133839.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -133855.015625 Penalty: 3478.455811
	Iteration 15Q: 3 clusters Score -133855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -133865.234375 Penalty: 3478.455811
	Iteration 16Q: 3 clusters Score -133865.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -133883.703125 Penalty: 3478.455811
	Iteration 17Q: 3 clusters Score -133883.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -133898.375000 Penalty: 3478.455811
	Iteration 18Q: 3 clusters Score -133898.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -133927.015625 Penalty: 3478.455811
	Iteration 19Q: 3 clusters Score -133927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -133946.796875 Penalty: 3478.455811
	Iteration 20F: 3 clusters Score -133946.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -133950.343750 Penalty: 3478.455811
	Iteration 21Q: 3 clusters Score -133950.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -133956.140625 Penalty: 3478.455811
	Iteration 22Q: 3 clusters Score -133956.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -133961.500000 Penalty: 3478.455811
	Iteration 23Q: 3 clusters Score -133961.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -133962.875000 Penalty: 3478.455811
	Iteration 24Q: 3 clusters Score -133962.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -133962.875000 Penalty: 3478.455811
	Iteration 25F: 3 clusters Score -133962.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Entering Unmasked Estep 
Score: -174341.734375 Penalty: 1791.919434
	Iteration 0F: 2 clusters Score -174341.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -172165.828125 Penalty: 3583.838867
	Iteration 0F: 3 clusters Score -172165.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -172536.812500 Penalty: 3583.838867
	Iteration 1F: 3 clusters Score -172536.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -172630.234375 Penalty: 3583.838867
	Iteration 2F: 3 clusters Score -172630.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -172689.593750 Penalty: 3583.838867
	Iteration 3Q: 3 clusters Score -172689.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -172736.656250 Penalty: 3583.838867
	Iteration 4Q: 3 clusters Score -172736.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -172791.625000 Penalty: 3583.838867
	Iteration 5Q: 3 clusters Score -172791.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -172823.578125 Penalty: 3583.838867
	Iteration 6Q: 3 clusters Score -172823.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -172858.078125 Penalty: 3583.838867
	Iteration 7Q: 3 clusters Score -172858.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -172888.765625 Penalty: 3583.838867
	Iteration 8Q: 3 clusters Score -172888.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -172922.406250 Penalty: 3583.838867
	Iteration 9Q: 3 clusters Score -172922.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -172950.234375 Penalty: 3583.838867
	Iteration 10Q: 3 clusters Score -172950.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -172973.015625 Penalty: 3583.838867
	Iteration 11Q: 3 clusters Score -172973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -172988.015625 Penalty: 3583.838867
	Iteration 12Q: 3 clusters Score -172988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -173002.593750 Penalty: 3583.838867
	Iteration 13Q: 3 clusters Score -173002.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -173012.656250 Penalty: 3583.838867
	Iteration 14Q: 3 clusters Score -173012.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -173024.000000 Penalty: 3583.838867
	Iteration 15Q: 3 clusters Score -173024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -173032.015625 Penalty: 3583.838867
	Iteration 16Q: 3 clusters Score -173032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -173035.937500 Penalty: 3583.838867
	Iteration 17Q: 3 clusters Score -173035.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -173037.906250 Penalty: 3583.838867
	Iteration 18Q: 3 clusters Score -173037.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -173037.906250 Penalty: 3583.838867
	Iteration 19F: 3 clusters Score -173037.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Entering Unmasked Estep 
Score: -802280.437500 Penalty: 2170.992676
	Iteration 0F: 2 clusters Score -802280.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -796863.750000 Penalty: 4341.985352
	Iteration 0F: 3 clusters Score -796863.8 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -798225.500000 Penalty: 4341.985352
	Iteration 1F: 3 clusters Score -798225.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -798553.062500 Penalty: 4341.985352
	Iteration 2F: 3 clusters Score -798553.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -798891.375000 Penalty: 4341.985352
	Iteration 3F: 3 clusters Score -798891.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -799165.687500 Penalty: 4341.985352
	Iteration 4F: 3 clusters Score -799165.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -799352.000000 Penalty: 4341.985352
	Iteration 5Q: 3 clusters Score -799352 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -799488.312500 Penalty: 4341.985352
	Iteration 6Q: 3 clusters Score -799488.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -799600.375000 Penalty: 4341.985352
	Iteration 7Q: 3 clusters Score -799600.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -799714.875000 Penalty: 4341.985352
	Iteration 8Q: 3 clusters Score -799714.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -799830.500000 Penalty: 4341.985352
	Iteration 9Q: 3 clusters Score -799830.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -799956.250000 Penalty: 4341.985352
	Iteration 10Q: 3 clusters Score -799956.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -800066.937500 Penalty: 4341.985352
	Iteration 11Q: 3 clusters Score -800066.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -800171.187500 Penalty: 4341.985352
	Iteration 12Q: 3 clusters Score -800171.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -800270.750000 Penalty: 4341.985352
	Iteration 13Q: 3 clusters Score -800270.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -800356.500000 Penalty: 4341.985352
	Iteration 14Q: 3 clusters Score -800356.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -800432.187500 Penalty: 4341.985352
	Iteration 15Q: 3 clusters Score -800432.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -800503.062500 Penalty: 4341.985352
	Iteration 16Q: 3 clusters Score -800503.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -800570.562500 Penalty: 4341.985352
	Iteration 17Q: 3 clusters Score -800570.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -800628.875000 Penalty: 4341.985352
	Iteration 18Q: 3 clusters Score -800628.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -800688.312500 Penalty: 4341.985352
	Iteration 19Q: 3 clusters Score -800688.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -800732.312500 Penalty: 4341.985352
	Iteration 20F: 3 clusters Score -800732.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -800765.750000 Penalty: 4341.985352
	Iteration 21Q: 3 clusters Score -800765.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -800796.687500 Penalty: 4341.985352
	Iteration 22Q: 3 clusters Score -800796.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -800824.562500 Penalty: 4341.985352
	Iteration 23Q: 3 clusters Score -800824.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -800839.875000 Penalty: 4341.985352
	Iteration 24Q: 3 clusters Score -800839.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -800850.312500 Penalty: 4341.985352
	Iteration 25Q: 3 clusters Score -800850.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -800858.000000 Penalty: 4341.985352
	Iteration 26Q: 3 clusters Score -800858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -800864.250000 Penalty: 4341.985352
	Iteration 27Q: 3 clusters Score -800864.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -800866.375000 Penalty: 4341.985352
	Iteration 28Q: 3 clusters Score -800866.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -800865.000000 Penalty: 4341.985352
	Iteration 29Q: 3 clusters Score -800865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -800867.062500 Penalty: 4341.985352
	Iteration 30Q: 3 clusters Score -800867.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -800869.437500 Penalty: 4341.985352
	Iteration 31Q: 3 clusters Score -800869.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -800871.062500 Penalty: 4341.985352
	Iteration 32Q: 3 clusters Score -800871.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -800871.750000 Penalty: 4341.985352
	Iteration 33Q: 3 clusters Score -800871.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -800873.437500 Penalty: 4341.985352
	Iteration 34Q: 3 clusters Score -800873.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -800873.062500 Penalty: 4341.985352
	Iteration 35Q: 3 clusters Score -800873.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -800875.125000 Penalty: 4341.985352
	Iteration 36Q: 3 clusters Score -800875.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -800875.062500 Penalty: 4341.985352
	Iteration 37Q: 3 clusters Score -800875.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -800875.062500 Penalty: 4341.985352
	Iteration 38F: 3 clusters Score -800875.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Entering Unmasked Estep 
Score: -651791.562500 Penalty: 2109.169434
	Iteration 0F: 2 clusters Score -651791.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -647304.875000 Penalty: 4218.338867
	Iteration 0F: 3 clusters Score -647304.9 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -648351.500000 Penalty: 4218.338867
	Iteration 1F: 3 clusters Score -648351.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -648563.312500 Penalty: 4218.338867
	Iteration 2F: 3 clusters Score -648563.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -648677.312500 Penalty: 4218.338867
	Iteration 3Q: 3 clusters Score -648677.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -648760.937500 Penalty: 4218.338867
	Iteration 4Q: 3 clusters Score -648760.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -648838.562500 Penalty: 4218.338867
	Iteration 5Q: 3 clusters Score -648838.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -648910.250000 Penalty: 4218.338867
	Iteration 6Q: 3 clusters Score -648910.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -648967.562500 Penalty: 4218.338867
	Iteration 7Q: 3 clusters Score -648967.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -649022.187500 Penalty: 4218.338867
	Iteration 8Q: 3 clusters Score -649022.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -649068.500000 Penalty: 4218.338867
	Iteration 9Q: 3 clusters Score -649068.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -649120.687500 Penalty: 4218.338867
	Iteration 10Q: 3 clusters Score -649120.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -649179.625000 Penalty: 4218.338867
	Iteration 11Q: 3 clusters Score -649179.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -649241.812500 Penalty: 4218.338867
	Iteration 12Q: 3 clusters Score -649241.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -649303.687500 Penalty: 4218.338867
	Iteration 13Q: 3 clusters Score -649303.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -649363.875000 Penalty: 4218.338867
	Iteration 14Q: 3 clusters Score -649363.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -649419.812500 Penalty: 4218.338867
	Iteration 15Q: 3 clusters Score -649419.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -649478.812500 Penalty: 4218.338867
	Iteration 16Q: 3 clusters Score -649478.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -649536.312500 Penalty: 4218.338867
	Iteration 17Q: 3 clusters Score -649536.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -649593.687500 Penalty: 4218.338867
	Iteration 18Q: 3 clusters Score -649593.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -649646.375000 Penalty: 4218.338867
	Iteration 19Q: 3 clusters Score -649646.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -649698.562500 Penalty: 4218.338867
	Iteration 20F: 3 clusters Score -649698.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -649749.500000 Penalty: 4218.338867
	Iteration 21Q: 3 clusters Score -649749.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -649801.625000 Penalty: 4218.338867
	Iteration 22Q: 3 clusters Score -649801.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -649844.250000 Penalty: 4218.338867
	Iteration 23Q: 3 clusters Score -649844.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -649884.187500 Penalty: 4218.338867
	Iteration 24Q: 3 clusters Score -649884.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -649916.187500 Penalty: 4218.338867
	Iteration 25Q: 3 clusters Score -649916.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -649940.625000 Penalty: 4218.338867
	Iteration 26Q: 3 clusters Score -649940.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -649956.375000 Penalty: 4218.338867
	Iteration 27Q: 3 clusters Score -649956.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -649968.937500 Penalty: 4218.338867
	Iteration 28Q: 3 clusters Score -649968.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -649980.312500 Penalty: 4218.338867
	Iteration 29Q: 3 clusters Score -649980.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -649993.625000 Penalty: 4218.338867
	Iteration 30Q: 3 clusters Score -649993.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -650008.625000 Penalty: 4218.338867
	Iteration 31Q: 3 clusters Score -650008.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -650016.500000 Penalty: 4218.338867
	Iteration 32Q: 3 clusters Score -650016.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -650019.687500 Penalty: 4218.338867
	Iteration 33Q: 3 clusters Score -650019.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -650025.187500 Penalty: 4218.338867
	Iteration 34Q: 3 clusters Score -650025.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -650026.750000 Penalty: 4218.338867
	Iteration 35Q: 3 clusters Score -650026.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -650028.875000 Penalty: 4218.338867
	Iteration 36Q: 3 clusters Score -650028.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -650028.875000 Penalty: 4218.338867
	Iteration 37F: 3 clusters Score -650028.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -74900.015625 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -74900.02 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 279 members 
Entering Unmasked Estep 
Score: -73247.312500 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -73247.31 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73448.359375 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -73448.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -73535.703125 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -73535.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -73598.867188 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -73598.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73656.015625 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -73656.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -73777.476562 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -73777.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -74064.132812 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -74064.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74691.265625 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -74691.27 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -74876.820312 Penalty: 3184.317383
	Iteration 8F: 3 clusters Score -74876.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -74986.609375 Penalty: 3184.317383
	Iteration 9F: 3 clusters Score -74986.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -75076.101562 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -75076.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -75154.609375 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -75154.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -75203.210938 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -75203.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -75235.812500 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -75235.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -75261.757812 Penalty: 3184.317383
	Iteration 14Q: 3 clusters Score -75261.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -75265.312500 Penalty: 3184.317383
	Iteration 15Q: 3 clusters Score -75265.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -75274.859375 Penalty: 3184.317383
	Iteration 16Q: 3 clusters Score -75274.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -75295.859375 Penalty: 3184.317383
	Iteration 17Q: 3 clusters Score -75295.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -75306.109375 Penalty: 3184.317383
	Iteration 18Q: 3 clusters Score -75306.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -75315.031250 Penalty: 3184.317383
	Iteration 19Q: 3 clusters Score -75315.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -75323.421875 Penalty: 3184.317383
	Iteration 20F: 3 clusters Score -75323.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160237 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 171025 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 50132 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1374 members 
Mstep: Class 9 contains 6336 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 143 members 
Mstep: Class 12 contains 169682 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9610 members 
Mstep: Class 15 contains 164670 members 
Mstep: Class 16 contains 164295 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24854 members 
Mstep: Class 20 contains 52169 members 
Mstep: Class 21 contains 158607 members 
Mstep: Class 22 contains 81234 members 
Mstep: Class 23 contains 149676 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 471 members 
Entering Unmasked Estep 
Score: -180408272.000000 Penalty: 91161.578125
Splitting cluster 11 changes total score from -180410064.000000 to -180408272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (169682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169682 members 
Entering Unmasked Estep 
Score: -22726678.000000 Penalty: 2986.336914
	Iteration 0F: 2 clusters Score -2.272668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84571 members 
Mstep: Class 2 contains 85111 members 
Entering Unmasked Estep 
Score: -22619530.000000 Penalty: 5972.673828
	Iteration 0F: 3 clusters Score -2.261953e+07 nChanged 81512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81285 members 
Mstep: Class 2 contains 88397 members 
Entering Unmasked Estep 
Score: -22666938.000000 Penalty: 5972.673828
	Iteration 1F: 3 clusters Score -2.266694e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79450 members 
Mstep: Class 2 contains 90232 members 
Entering Unmasked Estep 
Score: -22667970.000000 Penalty: 5972.673828
	Iteration 2Q: 3 clusters Score -2.266797e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76642 members 
Mstep: Class 2 contains 93040 members 
Entering Unmasked Estep 
Score: -22669250.000000 Penalty: 5972.673828
	Iteration 3Q: 3 clusters Score -2.266925e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72340 members 
Mstep: Class 2 contains 97342 members 
Entering Unmasked Estep 
Score: -22671370.000000 Penalty: 5972.673828
	Iteration 4Q: 3 clusters Score -2.267137e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 103720 members 
Entering Unmasked Estep 
Score: -22674670.000000 Penalty: 5972.673828
	Iteration 5Q: 3 clusters Score -2.267467e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56985 members 
Mstep: Class 2 contains 112697 members 
Entering Unmasked Estep 
Score: -22679950.000000 Penalty: 5972.673828
	Iteration 6F: 3 clusters Score -2.267995e+07 nChanged 12135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 124734 members 
Entering Unmasked Estep 
Score: -22688488.000000 Penalty: 5972.673828
	Iteration 7F: 3 clusters Score -2.268849e+07 nChanged 14071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 138783 members 
Entering Unmasked Estep 
Score: -22699942.000000 Penalty: 5972.673828
	Iteration 8F: 3 clusters Score -2.269994e+07 nChanged 13227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 152010 members 
Entering Unmasked Estep 
Score: -22712344.000000 Penalty: 5972.673828
	Iteration 9F: 3 clusters Score -2.271234e+07 nChanged 9533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 161543 members 
Entering Unmasked Estep 
Score: -22720254.000000 Penalty: 5972.673828
	Iteration 10F: 3 clusters Score -2.272025e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 166575 members 
Entering Unmasked Estep 
Score: -22722762.000000 Penalty: 5972.673828
	Iteration 11Q: 3 clusters Score -2.272276e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 168481 members 
Entering Unmasked Estep 
Score: -22723562.000000 Penalty: 5972.673828
	Iteration 12Q: 3 clusters Score -2.272356e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 169049 members 
Entering Unmasked Estep 
Score: -22723886.000000 Penalty: 5972.673828
	Iteration 13Q: 3 clusters Score -2.272389e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 169238 members 
Entering Unmasked Estep 
Score: -22724082.000000 Penalty: 5972.673828
	Iteration 14Q: 3 clusters Score -2.272408e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 169315 members 
Entering Unmasked Estep 
Score: -22724126.000000 Penalty: 5972.673828
	Iteration 15Q: 3 clusters Score -2.272413e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 169345 members 
Entering Unmasked Estep 
Score: -22724172.000000 Penalty: 5972.673828
	Iteration 16Q: 3 clusters Score -2.272417e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 169347 members 
Entering Unmasked Estep 
Score: -22724200.000000 Penalty: 5972.673828
	Iteration 17Q: 3 clusters Score -2.27242e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 169356 members 
Entering Unmasked Estep 
Score: -22724188.000000 Penalty: 5972.673828
	Iteration 18Q: 3 clusters Score -2.272419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 169362 members 
Entering Unmasked Estep 
Score: -22724190.000000 Penalty: 5972.673828
	Iteration 19Q: 3 clusters Score -2.272419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 169372 members 
Entering Unmasked Estep 
Score: -22724202.000000 Penalty: 5972.673828
	Iteration 20F: 3 clusters Score -2.27242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 169375 members 
Entering Unmasked Estep 
Score: -22724220.000000 Penalty: 5972.673828
	Iteration 21Q: 3 clusters Score -2.272422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 169379 members 
Entering Unmasked Estep 
Score: -22724220.000000 Penalty: 5972.673828
	Iteration 22Q: 3 clusters Score -2.272422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 169382 members 
Entering Unmasked Estep 
Score: -22724234.000000 Penalty: 5972.673828
	Iteration 23Q: 3 clusters Score -2.272423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 169385 members 
Entering Unmasked Estep 
Score: -22724230.000000 Penalty: 5972.673828
	Iteration 24Q: 3 clusters Score -2.272423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 169384 members 
Entering Unmasked Estep 
Score: -22724234.000000 Penalty: 5972.673828
	Iteration 25Q: 3 clusters Score -2.272423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 169384 members 
Entering Unmasked Estep 
Score: -22724228.000000 Penalty: 5972.673828
	Iteration 26Q: 3 clusters Score -2.272423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 169385 members 
Entering Unmasked Estep 
Score: -22724228.000000 Penalty: 5972.673828
	Iteration 27Q: 3 clusters Score -2.272423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 169386 members 
Entering Unmasked Estep 
Score: -22724224.000000 Penalty: 5972.673828
	Iteration 28Q: 3 clusters Score -2.272422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 169386 members 
Entering Unmasked Estep 
Score: -22724224.000000 Penalty: 5972.673828
	Iteration 29F: 3 clusters Score -2.272422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Entering Unmasked Estep 
Score: -268932.750000 Penalty: 1885.395508
	Iteration 0F: 2 clusters Score -268932.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -266316.375000 Penalty: 3770.791016
	Iteration 0F: 3 clusters Score -266316.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -266745.593750 Penalty: 3770.791016
	Iteration 1F: 3 clusters Score -266745.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -266850.031250 Penalty: 3770.791016
	Iteration 2F: 3 clusters Score -266850 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -266923.250000 Penalty: 3770.791016
	Iteration 3Q: 3 clusters Score -266923.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -266972.031250 Penalty: 3770.791016
	Iteration 4Q: 3 clusters Score -266972 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -266997.406250 Penalty: 3770.791016
	Iteration 5Q: 3 clusters Score -266997.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -267013.343750 Penalty: 3770.791016
	Iteration 6Q: 3 clusters Score -267013.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -267022.375000 Penalty: 3770.791016
	Iteration 7Q: 3 clusters Score -267022.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -267026.718750 Penalty: 3770.791016
	Iteration 8Q: 3 clusters Score -267026.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -267029.750000 Penalty: 3770.791016
	Iteration 9Q: 3 clusters Score -267029.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -267032.687500 Penalty: 3770.791016
	Iteration 10Q: 3 clusters Score -267032.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -267036.468750 Penalty: 3770.791016
	Iteration 11Q: 3 clusters Score -267036.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -267038.250000 Penalty: 3770.791016
	Iteration 12Q: 3 clusters Score -267038.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -267038.250000 Penalty: 3770.791016
	Iteration 13F: 3 clusters Score -267038.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Entering Unmasked Estep 
Score: -1297169.375000 Penalty: 2274.298828
	Iteration 0F: 2 clusters Score -1297169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1289739.625000 Penalty: 4548.597656
	Iteration 0F: 3 clusters Score -1289740 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1291800.625000 Penalty: 4548.597656
	Iteration 1F: 3 clusters Score -1291801 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1292082.000000 Penalty: 4548.597656
	Iteration 2F: 3 clusters Score -1292082 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1292268.750000 Penalty: 4548.597656
	Iteration 3Q: 3 clusters Score -1292269 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1292421.750000 Penalty: 4548.597656
	Iteration 4Q: 3 clusters Score -1292422 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1292537.500000 Penalty: 4548.597656
	Iteration 5Q: 3 clusters Score -1292538 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1292642.000000 Penalty: 4548.597656
	Iteration 6Q: 3 clusters Score -1292642 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1292751.500000 Penalty: 4548.597656
	Iteration 7Q: 3 clusters Score -1292752 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1292856.125000 Penalty: 4548.597656
	Iteration 8Q: 3 clusters Score -1292856 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1292965.250000 Penalty: 4548.597656
	Iteration 9Q: 3 clusters Score -1292965 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1293086.375000 Penalty: 4548.597656
	Iteration 10Q: 3 clusters Score -1293086 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1293232.875000 Penalty: 4548.597656
	Iteration 11Q: 3 clusters Score -1293233 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1293406.500000 Penalty: 4548.597656
	Iteration 12Q: 3 clusters Score -1293406 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1293590.250000 Penalty: 4548.597656
	Iteration 13Q: 3 clusters Score -1293590 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1293822.625000 Penalty: 4548.597656
	Iteration 14Q: 3 clusters Score -1293823 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1294070.500000 Penalty: 4548.597656
	Iteration 15Q: 3 clusters Score -1294070 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1294314.375000 Penalty: 4548.597656
	Iteration 16Q: 3 clusters Score -1294314 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1294530.750000 Penalty: 4548.597656
	Iteration 17Q: 3 clusters Score -1294531 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1294717.000000 Penalty: 4548.597656
	Iteration 18Q: 3 clusters Score -1294717 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1294850.000000 Penalty: 4548.597656
	Iteration 19Q: 3 clusters Score -1294850 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1294941.125000 Penalty: 4548.597656
	Iteration 20F: 3 clusters Score -1294941 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1295012.875000 Penalty: 4548.597656
	Iteration 21Q: 3 clusters Score -1295013 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1295075.875000 Penalty: 4548.597656
	Iteration 22Q: 3 clusters Score -1295076 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1295126.500000 Penalty: 4548.597656
	Iteration 23Q: 3 clusters Score -1295126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1295154.000000 Penalty: 4548.597656
	Iteration 24Q: 3 clusters Score -1295154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1295182.750000 Penalty: 4548.597656
	Iteration 25Q: 3 clusters Score -1295183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1295191.625000 Penalty: 4548.597656
	Iteration 26Q: 3 clusters Score -1295192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1295197.125000 Penalty: 4548.597656
	Iteration 27Q: 3 clusters Score -1295197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1295201.750000 Penalty: 4548.597656
	Iteration 28Q: 3 clusters Score -1295202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1295205.250000 Penalty: 4548.597656
	Iteration 29Q: 3 clusters Score -1295205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1295206.375000 Penalty: 4548.597656
	Iteration 30Q: 3 clusters Score -1295206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1295207.750000 Penalty: 4548.597656
	Iteration 31Q: 3 clusters Score -1295208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1295207.750000 Penalty: 4548.597656
	Iteration 32F: 3 clusters Score -1295208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (164670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164670 members 
Entering Unmasked Estep 
Score: -21838502.000000 Penalty: 2978.901367
	Iteration 0F: 2 clusters Score -2.18385e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82331 members 
Mstep: Class 2 contains 82339 members 
Entering Unmasked Estep 
Score: -21731514.000000 Penalty: 5957.802734
	Iteration 0F: 3 clusters Score -2.173151e+07 nChanged 78751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83680 members 
Mstep: Class 2 contains 80990 members 
Entering Unmasked Estep 
Score: -21777366.000000 Penalty: 5957.802734
	Iteration 1F: 3 clusters Score -2.177737e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84718 members 
Mstep: Class 2 contains 79952 members 
Entering Unmasked Estep 
Score: -21778402.000000 Penalty: 5957.802734
	Iteration 2Q: 3 clusters Score -2.17784e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86349 members 
Mstep: Class 2 contains 78321 members 
Entering Unmasked Estep 
Score: -21779354.000000 Penalty: 5957.802734
	Iteration 3Q: 3 clusters Score -2.177935e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88679 members 
Mstep: Class 2 contains 75991 members 
Entering Unmasked Estep 
Score: -21780592.000000 Penalty: 5957.802734
	Iteration 4Q: 3 clusters Score -2.178059e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92064 members 
Mstep: Class 2 contains 72606 members 
Entering Unmasked Estep 
Score: -21782272.000000 Penalty: 5957.802734
	Iteration 5Q: 3 clusters Score -2.178227e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96784 members 
Mstep: Class 2 contains 67886 members 
Entering Unmasked Estep 
Score: -21784898.000000 Penalty: 5957.802734
	Iteration 6Q: 3 clusters Score -2.17849e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103211 members 
Mstep: Class 2 contains 61459 members 
Entering Unmasked Estep 
Score: -21788826.000000 Penalty: 5957.802734
	Iteration 7Q: 3 clusters Score -2.178883e+07 nChanged 9743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111496 members 
Mstep: Class 2 contains 53174 members 
Entering Unmasked Estep 
Score: -21794624.000000 Penalty: 5957.802734
	Iteration 8F: 3 clusters Score -2.179462e+07 nChanged 10550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120930 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -21802152.000000 Penalty: 5957.802734
	Iteration 9F: 3 clusters Score -2.180215e+07 nChanged 10495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130679 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -21810792.000000 Penalty: 5957.802734
	Iteration 10F: 3 clusters Score -2.181079e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139154 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -21818602.000000 Penalty: 5957.802734
	Iteration 11F: 3 clusters Score -2.18186e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145756 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -21824616.000000 Penalty: 5957.802734
	Iteration 12Q: 3 clusters Score -2.182462e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150753 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -21828618.000000 Penalty: 5957.802734
	Iteration 13Q: 3 clusters Score -2.182862e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154653 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -21831394.000000 Penalty: 5957.802734
	Iteration 14Q: 3 clusters Score -2.183139e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157776 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -21833308.000000 Penalty: 5957.802734
	Iteration 15Q: 3 clusters Score -2.183331e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160190 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -21834704.000000 Penalty: 5957.802734
	Iteration 16Q: 3 clusters Score -2.18347e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161911 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -21835276.000000 Penalty: 5957.802734
	Iteration 17Q: 3 clusters Score -2.183528e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163026 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -21835636.000000 Penalty: 5957.802734
	Iteration 18Q: 3 clusters Score -2.183564e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163675 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -21835792.000000 Penalty: 5957.802734
	Iteration 19Q: 3 clusters Score -2.183579e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164000 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -21835824.000000 Penalty: 5957.802734
	Iteration 20F: 3 clusters Score -2.183582e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164150 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -21835894.000000 Penalty: 5957.802734
	Iteration 21Q: 3 clusters Score -2.183589e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164241 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -21835904.000000 Penalty: 5957.802734
	Iteration 22Q: 3 clusters Score -2.18359e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164277 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -21835954.000000 Penalty: 5957.802734
	Iteration 23Q: 3 clusters Score -2.183595e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164308 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -21835978.000000 Penalty: 5957.802734
	Iteration 24Q: 3 clusters Score -2.183598e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164327 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -21835974.000000 Penalty: 5957.802734
	Iteration 25Q: 3 clusters Score -2.183597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164343 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -21835982.000000 Penalty: 5957.802734
	Iteration 26Q: 3 clusters Score -2.183598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164354 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -21836000.000000 Penalty: 5957.802734
	Iteration 27Q: 3 clusters Score -2.1836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164359 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -21836004.000000 Penalty: 5957.802734
	Iteration 28Q: 3 clusters Score -2.1836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164361 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -21835988.000000 Penalty: 5957.802734
	Iteration 29Q: 3 clusters Score -2.183599e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164362 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -21835990.000000 Penalty: 5957.802734
	Iteration 30Q: 3 clusters Score -2.183599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164365 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -21835992.000000 Penalty: 5957.802734
	Iteration 31Q: 3 clusters Score -2.183599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164367 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -21836000.000000 Penalty: 5957.802734
	Iteration 32Q: 3 clusters Score -2.1836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164367 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -21836000.000000 Penalty: 5957.802734
	Iteration 33F: 3 clusters Score -2.1836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (164295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164295 members 
Entering Unmasked Estep 
Score: -22555190.000000 Penalty: 2978.335693
	Iteration 0F: 2 clusters Score -2.255519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82068 members 
Mstep: Class 2 contains 82227 members 
Entering Unmasked Estep 
Score: -22449208.000000 Penalty: 5956.671387
	Iteration 0F: 3 clusters Score -2.244921e+07 nChanged 78574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80150 members 
Mstep: Class 2 contains 84145 members 
Entering Unmasked Estep 
Score: -22494494.000000 Penalty: 5956.671387
	Iteration 1F: 3 clusters Score -2.249449e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78676 members 
Mstep: Class 2 contains 85619 members 
Entering Unmasked Estep 
Score: -22495352.000000 Penalty: 5956.671387
	Iteration 2Q: 3 clusters Score -2.249535e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76467 members 
Mstep: Class 2 contains 87828 members 
Entering Unmasked Estep 
Score: -22496550.000000 Penalty: 5956.671387
	Iteration 3Q: 3 clusters Score -2.249655e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73108 members 
Mstep: Class 2 contains 91187 members 
Entering Unmasked Estep 
Score: -22498108.000000 Penalty: 5956.671387
	Iteration 4Q: 3 clusters Score -2.249811e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68329 members 
Mstep: Class 2 contains 95966 members 
Entering Unmasked Estep 
Score: -22500412.000000 Penalty: 5956.671387
	Iteration 5Q: 3 clusters Score -2.250041e+07 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61385 members 
Mstep: Class 2 contains 102910 members 
Entering Unmasked Estep 
Score: -22504076.000000 Penalty: 5956.671387
	Iteration 6Q: 3 clusters Score -2.250408e+07 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 112294 members 
Entering Unmasked Estep 
Score: -22510362.000000 Penalty: 5956.671387
	Iteration 7F: 3 clusters Score -2.251036e+07 nChanged 11933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 123933 members 
Entering Unmasked Estep 
Score: -22519258.000000 Penalty: 5956.671387
	Iteration 8F: 3 clusters Score -2.251926e+07 nChanged 12635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 136480 members 
Entering Unmasked Estep 
Score: -22530098.000000 Penalty: 5956.671387
	Iteration 9F: 3 clusters Score -2.25301e+07 nChanged 11213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 147677 members 
Entering Unmasked Estep 
Score: -22540134.000000 Penalty: 5956.671387
	Iteration 10F: 3 clusters Score -2.254013e+07 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 155683 members 
Entering Unmasked Estep 
Score: -22547154.000000 Penalty: 5956.671387
	Iteration 11Q: 3 clusters Score -2.254715e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 160674 members 
Entering Unmasked Estep 
Score: -22550698.000000 Penalty: 5956.671387
	Iteration 12Q: 3 clusters Score -2.25507e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 162982 members 
Entering Unmasked Estep 
Score: -22551936.000000 Penalty: 5956.671387
	Iteration 13Q: 3 clusters Score -2.255194e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 163762 members 
Entering Unmasked Estep 
Score: -22552332.000000 Penalty: 5956.671387
	Iteration 14Q: 3 clusters Score -2.255233e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 163956 members 
Entering Unmasked Estep 
Score: -22552436.000000 Penalty: 5956.671387
	Iteration 15Q: 3 clusters Score -2.255244e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 164010 members 
Entering Unmasked Estep 
Score: -22552524.000000 Penalty: 5956.671387
	Iteration 16Q: 3 clusters Score -2.255252e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 164026 members 
Entering Unmasked Estep 
Score: -22552582.000000 Penalty: 5956.671387
	Iteration 17Q: 3 clusters Score -2.255258e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 164037 members 
Entering Unmasked Estep 
Score: -22552592.000000 Penalty: 5956.671387
	Iteration 18Q: 3 clusters Score -2.255259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 164044 members 
Entering Unmasked Estep 
Score: -22552608.000000 Penalty: 5956.671387
	Iteration 19Q: 3 clusters Score -2.255261e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 164049 members 
Entering Unmasked Estep 
Score: -22552630.000000 Penalty: 5956.671387
	Iteration 20F: 3 clusters Score -2.255263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 164051 members 
Entering Unmasked Estep 
Score: -22552630.000000 Penalty: 5956.671387
	Iteration 21Q: 3 clusters Score -2.255263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 164051 members 
Entering Unmasked Estep 
Score: -22552618.000000 Penalty: 5956.671387
	Iteration 22Q: 3 clusters Score -2.255262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 164052 members 
Entering Unmasked Estep 
Score: -22552630.000000 Penalty: 5956.671387
	Iteration 23Q: 3 clusters Score -2.255263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 164054 members 
Entering Unmasked Estep 
Score: -22552632.000000 Penalty: 5956.671387
	Iteration 24Q: 3 clusters Score -2.255263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 164055 members 
Entering Unmasked Estep 
Score: -22552624.000000 Penalty: 5956.671387
	Iteration 25Q: 3 clusters Score -2.255262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 164055 members 
Entering Unmasked Estep 
Score: -22552624.000000 Penalty: 5956.671387
	Iteration 26F: 3 clusters Score -2.255262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -26146.324219 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -26146.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -25021.400391 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -25021.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25168.035156 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -25168.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25176.884766 Penalty: 2732.656738
	Iteration 2Q: 3 clusters Score -25176.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25196.296875 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -25196.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25200.939453 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -25200.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25204.507812 Penalty: 2732.656738
	Iteration 5Q: 3 clusters Score -25204.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -25204.507812 Penalty: 2732.656738
	Iteration 6F: 3 clusters Score -25204.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -50624.753906 Penalty: 1517.288086
	Iteration 0F: 2 clusters Score -50624.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49205.421875 Penalty: 3034.576172
	Iteration 0F: 3 clusters Score -49205.42 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -49610.867188 Penalty: 3034.576172
	Iteration 1F: 3 clusters Score -49610.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49795.777344 Penalty: 3034.576172
	Iteration 2F: 3 clusters Score -49795.78 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49939.136719 Penalty: 3034.576172
	Iteration 3F: 3 clusters Score -49939.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50077.261719 Penalty: 3034.576172
	Iteration 4F: 3 clusters Score -50077.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50285.636719 Penalty: 3034.576172
	Iteration 5F: 3 clusters Score -50285.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -50387.703125 Penalty: 3034.576172
	Iteration 6Q: 3 clusters Score -50387.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -50584.777344 Penalty: 3034.576172
	Iteration 7Q: 3 clusters Score -50584.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -50744.406250 Penalty: 3034.576172
	Iteration 8Q: 3 clusters Score -50744.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -50783.781250 Penalty: 3034.576172
	Iteration 9Q: 3 clusters Score -50783.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -50789.761719 Penalty: 3034.576172
	Iteration 10Q: 3 clusters Score -50789.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -50789.761719 Penalty: 3034.576172
	Iteration 11F: 3 clusters Score -50789.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160237 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 171025 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 50132 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1374 members 
Mstep: Class 9 contains 6336 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169682 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9610 members 
Mstep: Class 15 contains 164670 members 
Mstep: Class 16 contains 164295 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 346 members 
Mstep: Class 19 contains 24854 members 
Mstep: Class 20 contains 52169 members 
Mstep: Class 21 contains 158607 members 
Mstep: Class 22 contains 81234 members 
Mstep: Class 23 contains 149676 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 108 members 
Entering Unmasked Estep 
Score: -180407360.000000 Penalty: 91161.578125
Splitting cluster 18 changes total score from -180410064.000000 to -180407360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (24854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Entering Unmasked Estep 
Score: -3296252.000000 Penalty: 2509.951904
	Iteration 0F: 2 clusters Score -3296252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -3279077.000000 Penalty: 5019.903809
	Iteration 0F: 3 clusters Score -3279077 nChanged 11131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -3285492.750000 Penalty: 5019.903809
	Iteration 1F: 3 clusters Score -3285493 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -3286641.000000 Penalty: 5019.903809
	Iteration 2F: 3 clusters Score -3286641 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -3287968.000000 Penalty: 5019.903809
	Iteration 3F: 3 clusters Score -3287968 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -3289508.250000 Penalty: 5019.903809
	Iteration 4F: 3 clusters Score -3289508 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3291079.250000 Penalty: 5019.903809
	Iteration 5F: 3 clusters Score -3291079 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -3292364.500000 Penalty: 5019.903809
	Iteration 6F: 3 clusters Score -3292364 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -3293355.750000 Penalty: 5019.903809
	Iteration 7Q: 3 clusters Score -3293356 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -3293915.000000 Penalty: 5019.903809
	Iteration 8Q: 3 clusters Score -3293915 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -3294199.000000 Penalty: 5019.903809
	Iteration 9Q: 3 clusters Score -3294199 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -3294355.000000 Penalty: 5019.903809
	Iteration 10Q: 3 clusters Score -3294355 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -3294437.250000 Penalty: 5019.903809
	Iteration 11Q: 3 clusters Score -3294437 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -3294499.750000 Penalty: 5019.903809
	Iteration 12Q: 3 clusters Score -3294500 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -3294543.500000 Penalty: 5019.903809
	Iteration 13Q: 3 clusters Score -3294544 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -3294602.500000 Penalty: 5019.903809
	Iteration 14Q: 3 clusters Score -3294602 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -3294642.750000 Penalty: 5019.903809
	Iteration 15Q: 3 clusters Score -3294643 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -3294687.000000 Penalty: 5019.903809
	Iteration 16Q: 3 clusters Score -3294687 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3294716.500000 Penalty: 5019.903809
	Iteration 17Q: 3 clusters Score -3294716 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -3294758.000000 Penalty: 5019.903809
	Iteration 18Q: 3 clusters Score -3294758 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -3294766.250000 Penalty: 5019.903809
	Iteration 19Q: 3 clusters Score -3294766 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -3294780.500000 Penalty: 5019.903809
	Iteration 20F: 3 clusters Score -3294780 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -3294807.500000 Penalty: 5019.903809
	Iteration 21Q: 3 clusters Score -3294808 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -3294810.000000 Penalty: 5019.903809
	Iteration 22Q: 3 clusters Score -3294810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -3294808.750000 Penalty: 5019.903809
	Iteration 23Q: 3 clusters Score -3294809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -3294827.000000 Penalty: 5019.903809
	Iteration 24Q: 3 clusters Score -3294827 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -3294844.500000 Penalty: 5019.903809
	Iteration 25Q: 3 clusters Score -3294844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -3294861.750000 Penalty: 5019.903809
	Iteration 26Q: 3 clusters Score -3294862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3294865.250000 Penalty: 5019.903809
	Iteration 27Q: 3 clusters Score -3294865 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -3294870.500000 Penalty: 5019.903809
	Iteration 28Q: 3 clusters Score -3294870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -3294876.500000 Penalty: 5019.903809
	Iteration 29Q: 3 clusters Score -3294876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -3294887.250000 Penalty: 5019.903809
	Iteration 30Q: 3 clusters Score -3294887 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -3294898.000000 Penalty: 5019.903809
	Iteration 31Q: 3 clusters Score -3294898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -3294897.500000 Penalty: 5019.903809
	Iteration 32Q: 3 clusters Score -3294898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -3294898.500000 Penalty: 5019.903809
	Iteration 33Q: 3 clusters Score -3294898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -3294896.250000 Penalty: 5019.903809
	Iteration 34Q: 3 clusters Score -3294896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -3294894.750000 Penalty: 5019.903809
	Iteration 35Q: 3 clusters Score -3294895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -3294899.000000 Penalty: 5019.903809
	Iteration 36Q: 3 clusters Score -3294899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -3294899.500000 Penalty: 5019.903809
	Iteration 37Q: 3 clusters Score -3294900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -3294901.000000 Penalty: 5019.903809
	Iteration 38Q: 3 clusters Score -3294901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -3294902.250000 Penalty: 5019.903809
	Iteration 39Q: 3 clusters Score -3294902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -3294903.750000 Penalty: 5019.903809
	Iteration 40F: 3 clusters Score -3294904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -3294906.500000 Penalty: 5019.903809
	Iteration 41Q: 3 clusters Score -3294906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -3294905.750000 Penalty: 5019.903809
	Iteration 42Q: 3 clusters Score -3294906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -3294907.500000 Penalty: 5019.903809
	Iteration 43Q: 3 clusters Score -3294908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -3294909.000000 Penalty: 5019.903809
	Iteration 44Q: 3 clusters Score -3294909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -3294911.250000 Penalty: 5019.903809
	Iteration 45Q: 3 clusters Score -3294911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -3294910.000000 Penalty: 5019.903809
	Iteration 46Q: 3 clusters Score -3294910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -3294911.500000 Penalty: 5019.903809
	Iteration 47Q: 3 clusters Score -3294912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -3294914.750000 Penalty: 5019.903809
	Iteration 48Q: 3 clusters Score -3294915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3294914.000000 Penalty: 5019.903809
	Iteration 49Q: 3 clusters Score -3294914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -3294921.500000 Penalty: 5019.903809
	Iteration 50Q: 3 clusters Score -3294922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -3294920.000000 Penalty: 5019.903809
	Iteration 51Q: 3 clusters Score -3294920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -3294922.250000 Penalty: 5019.903809
	Iteration 52Q: 3 clusters Score -3294922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -3294920.500000 Penalty: 5019.903809
	Iteration 53Q: 3 clusters Score -3294920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -3294922.500000 Penalty: 5019.903809
	Iteration 54Q: 3 clusters Score -3294922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -3294923.500000 Penalty: 5019.903809
	Iteration 55Q: 3 clusters Score -3294924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -3294926.000000 Penalty: 5019.903809
	Iteration 56Q: 3 clusters Score -3294926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -3294927.750000 Penalty: 5019.903809
	Iteration 57Q: 3 clusters Score -3294928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -3294931.000000 Penalty: 5019.903809
	Iteration 58Q: 3 clusters Score -3294931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3294930.000000 Penalty: 5019.903809
	Iteration 59Q: 3 clusters Score -3294930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -3294930.000000 Penalty: 5019.903809
	Iteration 60F: 3 clusters Score -3294930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -3294936.500000 Penalty: 5019.903809
	Iteration 61Q: 3 clusters Score -3294936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -3294936.000000 Penalty: 5019.903809
	Iteration 62Q: 3 clusters Score -3294936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -3294936.000000 Penalty: 5019.903809
	Iteration 63Q: 3 clusters Score -3294936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -3294934.000000 Penalty: 5019.903809
	Iteration 64Q: 3 clusters Score -3294934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -3294937.000000 Penalty: 5019.903809
	Iteration 65Q: 3 clusters Score -3294937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -3294938.500000 Penalty: 5019.903809
	Iteration 66Q: 3 clusters Score -3294938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -3294938.750000 Penalty: 5019.903809
	Iteration 67Q: 3 clusters Score -3294939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -3294938.750000 Penalty: 5019.903809
	Iteration 68F: 3 clusters Score -3294939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (52169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Entering Unmasked Estep 
Score: -7012495.500000 Penalty: 2693.836426
	Iteration 0F: 2 clusters Score -7012496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -6977571.500000 Penalty: 5387.672852
	Iteration 0F: 3 clusters Score -6977572 nChanged 24105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -6991209.000000 Penalty: 5387.672852
	Iteration 1F: 3 clusters Score -6991209 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -6992035.000000 Penalty: 5387.672852
	Iteration 2Q: 3 clusters Score -6992035 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -6993046.000000 Penalty: 5387.672852
	Iteration 3Q: 3 clusters Score -6993046 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -6994321.000000 Penalty: 5387.672852
	Iteration 4F: 3 clusters Score -6994321 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -6996080.500000 Penalty: 5387.672852
	Iteration 5F: 3 clusters Score -6996080 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -6998385.500000 Penalty: 5387.672852
	Iteration 6F: 3 clusters Score -6998386 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -7001321.500000 Penalty: 5387.672852
	Iteration 7F: 3 clusters Score -7001322 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -7004420.000000 Penalty: 5387.672852
	Iteration 8F: 3 clusters Score -7004420 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -7006969.500000 Penalty: 5387.672852
	Iteration 9F: 3 clusters Score -7006970 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 49217 members 
Entering Unmasked Estep 
Score: -7008631.500000 Penalty: 5387.672852
	Iteration 10Q: 3 clusters Score -7008632 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -7009581.000000 Penalty: 5387.672852
	Iteration 11Q: 3 clusters Score -7009581 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -7010066.500000 Penalty: 5387.672852
	Iteration 12Q: 3 clusters Score -7010066 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -7010292.000000 Penalty: 5387.672852
	Iteration 13Q: 3 clusters Score -7010292 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
Score: -7010436.500000 Penalty: 5387.672852
	Iteration 14Q: 3 clusters Score -7010436 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -7010501.000000 Penalty: 5387.672852
	Iteration 15Q: 3 clusters Score -7010501 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -7010561.500000 Penalty: 5387.672852
	Iteration 16Q: 3 clusters Score -7010562 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 51300 members 
Entering Unmasked Estep 
Score: -7010607.500000 Penalty: 5387.672852
	Iteration 17Q: 3 clusters Score -7010608 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -7010641.000000 Penalty: 5387.672852
	Iteration 18Q: 3 clusters Score -7010641 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -7010670.500000 Penalty: 5387.672852
	Iteration 19Q: 3 clusters Score -7010670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -7010697.500000 Penalty: 5387.672852
	Iteration 20F: 3 clusters Score -7010698 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 51315 members 
Entering Unmasked Estep 
Score: -7010726.500000 Penalty: 5387.672852
	Iteration 21Q: 3 clusters Score -7010726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -7010742.500000 Penalty: 5387.672852
	Iteration 22Q: 3 clusters Score -7010742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -7010768.500000 Penalty: 5387.672852
	Iteration 23Q: 3 clusters Score -7010768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -7010769.500000 Penalty: 5387.672852
	Iteration 24Q: 3 clusters Score -7010770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -7010800.500000 Penalty: 5387.672852
	Iteration 25Q: 3 clusters Score -7010800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -7010800.000000 Penalty: 5387.672852
	Iteration 26Q: 3 clusters Score -7010800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -7010827.000000 Penalty: 5387.672852
	Iteration 27Q: 3 clusters Score -7010827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -7010835.500000 Penalty: 5387.672852
	Iteration 28Q: 3 clusters Score -7010836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -7010832.500000 Penalty: 5387.672852
	Iteration 29Q: 3 clusters Score -7010832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -7010841.500000 Penalty: 5387.672852
	Iteration 30Q: 3 clusters Score -7010842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -7010839.000000 Penalty: 5387.672852
	Iteration 31Q: 3 clusters Score -7010839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -7010840.500000 Penalty: 5387.672852
	Iteration 32Q: 3 clusters Score -7010840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -7010849.500000 Penalty: 5387.672852
	Iteration 33Q: 3 clusters Score -7010850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -7010845.500000 Penalty: 5387.672852
	Iteration 34Q: 3 clusters Score -7010846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -7010847.500000 Penalty: 5387.672852
	Iteration 35Q: 3 clusters Score -7010848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -7010845.500000 Penalty: 5387.672852
	Iteration 36Q: 3 clusters Score -7010846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 51247 members 
Entering Unmasked Estep 
Score: -7010847.000000 Penalty: 5387.672852
	Iteration 37Q: 3 clusters Score -7010847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -7010845.500000 Penalty: 5387.672852
	Iteration 38Q: 3 clusters Score -7010846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 51242 members 
Entering Unmasked Estep 
Score: -7010848.000000 Penalty: 5387.672852
	Iteration 39Q: 3 clusters Score -7010848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 51242 members 
Entering Unmasked Estep 
Score: -7010848.000000 Penalty: 5387.672852
	Iteration 40F: 3 clusters Score -7010848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (158607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158607 members 
Entering Unmasked Estep 
Score: -21131016.000000 Penalty: 2969.597900
	Iteration 0F: 2 clusters Score -2.113102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79345 members 
Mstep: Class 2 contains 79262 members 
Entering Unmasked Estep 
Score: -21026822.000000 Penalty: 5939.195801
	Iteration 0F: 3 clusters Score -2.102682e+07 nChanged 76035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80610 members 
Mstep: Class 2 contains 77997 members 
Entering Unmasked Estep 
Score: -21071100.000000 Penalty: 5939.195801
	Iteration 1F: 3 clusters Score -2.10711e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81620 members 
Mstep: Class 2 contains 76987 members 
Entering Unmasked Estep 
Score: -21072014.000000 Penalty: 5939.195801
	Iteration 2Q: 3 clusters Score -2.107201e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83272 members 
Mstep: Class 2 contains 75335 members 
Entering Unmasked Estep 
Score: -21073286.000000 Penalty: 5939.195801
	Iteration 3Q: 3 clusters Score -2.107329e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85744 members 
Mstep: Class 2 contains 72863 members 
Entering Unmasked Estep 
Score: -21074760.000000 Penalty: 5939.195801
	Iteration 4Q: 3 clusters Score -2.107476e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89430 members 
Mstep: Class 2 contains 69177 members 
Entering Unmasked Estep 
Score: -21076730.000000 Penalty: 5939.195801
	Iteration 5Q: 3 clusters Score -2.107673e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94806 members 
Mstep: Class 2 contains 63801 members 
Entering Unmasked Estep 
Score: -21079882.000000 Penalty: 5939.195801
	Iteration 6Q: 3 clusters Score -2.107988e+07 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101677 members 
Mstep: Class 2 contains 56930 members 
Entering Unmasked Estep 
Score: -21084580.000000 Penalty: 5939.195801
	Iteration 7F: 3 clusters Score -2.108458e+07 nChanged 10202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109933 members 
Mstep: Class 2 contains 48674 members 
Entering Unmasked Estep 
Score: -21091018.000000 Penalty: 5939.195801
	Iteration 8F: 3 clusters Score -2.109102e+07 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119022 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -21098908.000000 Penalty: 5939.195801
	Iteration 9F: 3 clusters Score -2.109891e+07 nChanged 10258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128200 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -21107134.000000 Penalty: 5939.195801
	Iteration 10F: 3 clusters Score -2.110713e+07 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136185 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -21114082.000000 Penalty: 5939.195801
	Iteration 11F: 3 clusters Score -2.111408e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142440 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -21119452.000000 Penalty: 5939.195801
	Iteration 12Q: 3 clusters Score -2.111945e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147300 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -21123490.000000 Penalty: 5939.195801
	Iteration 13Q: 3 clusters Score -2.112349e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151033 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -21126202.000000 Penalty: 5939.195801
	Iteration 14Q: 3 clusters Score -2.11262e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153623 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -21128056.000000 Penalty: 5939.195801
	Iteration 15Q: 3 clusters Score -2.112806e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155201 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -21128852.000000 Penalty: 5939.195801
	Iteration 16Q: 3 clusters Score -2.112885e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156067 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -21129300.000000 Penalty: 5939.195801
	Iteration 17Q: 3 clusters Score -2.11293e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156525 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -21129494.000000 Penalty: 5939.195801
	Iteration 18Q: 3 clusters Score -2.112949e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156777 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -21129628.000000 Penalty: 5939.195801
	Iteration 19Q: 3 clusters Score -2.112963e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156921 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -21129666.000000 Penalty: 5939.195801
	Iteration 20F: 3 clusters Score -2.112967e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156998 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -21129644.000000 Penalty: 5939.195801
	Iteration 21Q: 3 clusters Score -2.112964e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157046 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -21129680.000000 Penalty: 5939.195801
	Iteration 22Q: 3 clusters Score -2.112968e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157084 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -21129700.000000 Penalty: 5939.195801
	Iteration 23Q: 3 clusters Score -2.11297e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157117 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -21129718.000000 Penalty: 5939.195801
	Iteration 24Q: 3 clusters Score -2.112972e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157136 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -21129732.000000 Penalty: 5939.195801
	Iteration 25Q: 3 clusters Score -2.112973e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157153 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -21129744.000000 Penalty: 5939.195801
	Iteration 26Q: 3 clusters Score -2.112974e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157166 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -21129734.000000 Penalty: 5939.195801
	Iteration 27Q: 3 clusters Score -2.112973e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157176 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -21129740.000000 Penalty: 5939.195801
	Iteration 28Q: 3 clusters Score -2.112974e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157190 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -21129736.000000 Penalty: 5939.195801
	Iteration 29Q: 3 clusters Score -2.112974e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157204 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -21129730.000000 Penalty: 5939.195801
	Iteration 30Q: 3 clusters Score -2.112973e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157213 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -21129704.000000 Penalty: 5939.195801
	Iteration 31Q: 3 clusters Score -2.11297e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157221 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -21129706.000000 Penalty: 5939.195801
	Iteration 32Q: 3 clusters Score -2.112971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157226 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -21129718.000000 Penalty: 5939.195801
	Iteration 33Q: 3 clusters Score -2.112972e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157230 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -21129748.000000 Penalty: 5939.195801
	Iteration 34Q: 3 clusters Score -2.112975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157233 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -21129722.000000 Penalty: 5939.195801
	Iteration 35Q: 3 clusters Score -2.112972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157234 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -21129732.000000 Penalty: 5939.195801
	Iteration 36Q: 3 clusters Score -2.112973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157239 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -21129728.000000 Penalty: 5939.195801
	Iteration 37Q: 3 clusters Score -2.112973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157242 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -21129738.000000 Penalty: 5939.195801
	Iteration 38Q: 3 clusters Score -2.112974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157243 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -21129726.000000 Penalty: 5939.195801
	Iteration 39Q: 3 clusters Score -2.112973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157243 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -21129730.000000 Penalty: 5939.195801
	Iteration 40F: 3 clusters Score -2.112973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (81234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81234 members 
Entering Unmasked Estep 
Score: -10526086.000000 Penalty: 2803.662109
	Iteration 0F: 2 clusters Score -1.052609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -10471962.000000 Penalty: 5607.324219
	Iteration 0F: 3 clusters Score -1.047196e+07 nChanged 38042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -10493033.000000 Penalty: 5607.324219
	Iteration 1F: 3 clusters Score -1.049303e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -10493575.000000 Penalty: 5607.324219
	Iteration 2Q: 3 clusters Score -1.049358e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -10494169.000000 Penalty: 5607.324219
	Iteration 3Q: 3 clusters Score -1.049417e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -10494825.000000 Penalty: 5607.324219
	Iteration 4Q: 3 clusters Score -1.049482e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -10495692.000000 Penalty: 5607.324219
	Iteration 5Q: 3 clusters Score -1.049569e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -10496891.000000 Penalty: 5607.324219
	Iteration 6Q: 3 clusters Score -1.049689e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -10498741.000000 Penalty: 5607.324219
	Iteration 7Q: 3 clusters Score -1.049874e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -10501717.000000 Penalty: 5607.324219
	Iteration 8F: 3 clusters Score -1.050172e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -10505073.000000 Penalty: 5607.324219
	Iteration 9F: 3 clusters Score -1.050507e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 53163 members 
Entering Unmasked Estep 
Score: -10508395.000000 Penalty: 5607.324219
	Iteration 10F: 3 clusters Score -1.05084e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -10510786.000000 Penalty: 5607.324219
	Iteration 11F: 3 clusters Score -1.051079e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 58458 members 
Entering Unmasked Estep 
Score: -10512462.000000 Penalty: 5607.324219
	Iteration 12Q: 3 clusters Score -1.051246e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
Score: -10513713.000000 Penalty: 5607.324219
	Iteration 13Q: 3 clusters Score -1.051371e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 63532 members 
Entering Unmasked Estep 
Score: -10514830.000000 Penalty: 5607.324219
	Iteration 14Q: 3 clusters Score -1.051483e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 66142 members 
Entering Unmasked Estep 
Score: -10515999.000000 Penalty: 5607.324219
	Iteration 15Q: 3 clusters Score -1.0516e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 68802 members 
Entering Unmasked Estep 
Score: -10517320.000000 Penalty: 5607.324219
	Iteration 16Q: 3 clusters Score -1.051732e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 71342 members 
Entering Unmasked Estep 
Score: -10518726.000000 Penalty: 5607.324219
	Iteration 17Q: 3 clusters Score -1.051873e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 73625 members 
Entering Unmasked Estep 
Score: -10519989.000000 Penalty: 5607.324219
	Iteration 18Q: 3 clusters Score -1.051999e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 75623 members 
Entering Unmasked Estep 
Score: -10521107.000000 Penalty: 5607.324219
	Iteration 19Q: 3 clusters Score -1.052111e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 77231 members 
Entering Unmasked Estep 
Score: -10522015.000000 Penalty: 5607.324219
	Iteration 20F: 3 clusters Score -1.052202e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 78424 members 
Entering Unmasked Estep 
Score: -10522680.000000 Penalty: 5607.324219
	Iteration 21Q: 3 clusters Score -1.052268e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 79251 members 
Entering Unmasked Estep 
Score: -10523221.000000 Penalty: 5607.324219
	Iteration 22Q: 3 clusters Score -1.052322e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 79754 members 
Entering Unmasked Estep 
Score: -10523406.000000 Penalty: 5607.324219
	Iteration 23Q: 3 clusters Score -1.052341e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 80052 members 
Entering Unmasked Estep 
Score: -10523581.000000 Penalty: 5607.324219
	Iteration 24Q: 3 clusters Score -1.052358e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 80220 members 
Entering Unmasked Estep 
Score: -10523653.000000 Penalty: 5607.324219
	Iteration 25Q: 3 clusters Score -1.052365e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 80310 members 
Entering Unmasked Estep 
Score: -10523705.000000 Penalty: 5607.324219
	Iteration 26Q: 3 clusters Score -1.05237e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 80361 members 
Entering Unmasked Estep 
Score: -10523770.000000 Penalty: 5607.324219
	Iteration 27Q: 3 clusters Score -1.052377e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 80397 members 
Entering Unmasked Estep 
Score: -10523797.000000 Penalty: 5607.324219
	Iteration 28Q: 3 clusters Score -1.05238e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 80432 members 
Entering Unmasked Estep 
Score: -10523819.000000 Penalty: 5607.324219
	Iteration 29Q: 3 clusters Score -1.052382e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 80448 members 
Entering Unmasked Estep 
Score: -10523816.000000 Penalty: 5607.324219
	Iteration 30Q: 3 clusters Score -1.052382e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 80461 members 
Entering Unmasked Estep 
Score: -10523826.000000 Penalty: 5607.324219
	Iteration 31Q: 3 clusters Score -1.052383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 80470 members 
Entering Unmasked Estep 
Score: -10523829.000000 Penalty: 5607.324219
	Iteration 32Q: 3 clusters Score -1.052383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 80479 members 
Entering Unmasked Estep 
Score: -10523824.000000 Penalty: 5607.324219
	Iteration 33Q: 3 clusters Score -1.052382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 80484 members 
Entering Unmasked Estep 
Score: -10523837.000000 Penalty: 5607.324219
	Iteration 34Q: 3 clusters Score -1.052384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 80491 members 
Entering Unmasked Estep 
Score: -10523833.000000 Penalty: 5607.324219
	Iteration 35Q: 3 clusters Score -1.052383e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 80498 members 
Entering Unmasked Estep 
Score: -10523841.000000 Penalty: 5607.324219
	Iteration 36Q: 3 clusters Score -1.052384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 80510 members 
Entering Unmasked Estep 
Score: -10523841.000000 Penalty: 5607.324219
	Iteration 37Q: 3 clusters Score -1.052384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 80514 members 
Entering Unmasked Estep 
Score: -10523846.000000 Penalty: 5607.324219
	Iteration 38Q: 3 clusters Score -1.052385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 80521 members 
Entering Unmasked Estep 
Score: -10523858.000000 Penalty: 5607.324219
	Iteration 39Q: 3 clusters Score -1.052386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 80525 members 
Entering Unmasked Estep 
Score: -10523861.000000 Penalty: 5607.324219
	Iteration 40F: 3 clusters Score -1.052386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 80530 members 
Entering Unmasked Estep 
Score: -10523866.000000 Penalty: 5607.324219
	Iteration 41Q: 3 clusters Score -1.052387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 80532 members 
Entering Unmasked Estep 
Score: -10523876.000000 Penalty: 5607.324219
	Iteration 42Q: 3 clusters Score -1.052388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 80536 members 
Entering Unmasked Estep 
Score: -10523878.000000 Penalty: 5607.324219
	Iteration 43Q: 3 clusters Score -1.052388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -10523859.000000 Penalty: 5607.324219
	Iteration 44Q: 3 clusters Score -1.052386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -10523862.000000 Penalty: 5607.324219
	Iteration 45Q: 3 clusters Score -1.052386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -10523862.000000 Penalty: 5607.324219
	Iteration 46F: 3 clusters Score -1.052386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (149676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149676 members 
Entering Unmasked Estep 
Score: -19886424.000000 Penalty: 2955.224609
	Iteration 0F: 2 clusters Score -1.988642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74804 members 
Mstep: Class 2 contains 74872 members 
Entering Unmasked Estep 
Score: -19787608.000000 Penalty: 5910.449219
	Iteration 0F: 3 clusters Score -1.978761e+07 nChanged 71351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74133 members 
Mstep: Class 2 contains 75543 members 
Entering Unmasked Estep 
Score: -19828880.000000 Penalty: 5910.449219
	Iteration 1F: 3 clusters Score -1.982888e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73833 members 
Mstep: Class 2 contains 75843 members 
Entering Unmasked Estep 
Score: -19829974.000000 Penalty: 5910.449219
	Iteration 2Q: 3 clusters Score -1.982997e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73435 members 
Mstep: Class 2 contains 76241 members 
Entering Unmasked Estep 
Score: -19831302.000000 Penalty: 5910.449219
	Iteration 3Q: 3 clusters Score -1.98313e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72996 members 
Mstep: Class 2 contains 76680 members 
Entering Unmasked Estep 
Score: -19832976.000000 Penalty: 5910.449219
	Iteration 4Q: 3 clusters Score -1.983298e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72521 members 
Mstep: Class 2 contains 77155 members 
Entering Unmasked Estep 
Score: -19835440.000000 Penalty: 5910.449219
	Iteration 5Q: 3 clusters Score -1.983544e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71821 members 
Mstep: Class 2 contains 77855 members 
Entering Unmasked Estep 
Score: -19839274.000000 Penalty: 5910.449219
	Iteration 6Q: 3 clusters Score -1.983927e+07 nChanged 8541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70800 members 
Mstep: Class 2 contains 78876 members 
Entering Unmasked Estep 
Score: -19845118.000000 Penalty: 5910.449219
	Iteration 7F: 3 clusters Score -1.984512e+07 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69655 members 
Mstep: Class 2 contains 80021 members 
Entering Unmasked Estep 
Score: -19852772.000000 Penalty: 5910.449219
	Iteration 8F: 3 clusters Score -1.985277e+07 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68566 members 
Mstep: Class 2 contains 81110 members 
Entering Unmasked Estep 
Score: -19858860.000000 Penalty: 5910.449219
	Iteration 9F: 3 clusters Score -1.985886e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67911 members 
Mstep: Class 2 contains 81765 members 
Entering Unmasked Estep 
Score: -19861676.000000 Penalty: 5910.449219
	Iteration 10Q: 3 clusters Score -1.986168e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67285 members 
Mstep: Class 2 contains 82391 members 
Entering Unmasked Estep 
Score: -19862632.000000 Penalty: 5910.449219
	Iteration 11Q: 3 clusters Score -1.986263e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66575 members 
Mstep: Class 2 contains 83101 members 
Entering Unmasked Estep 
Score: -19863272.000000 Penalty: 5910.449219
	Iteration 12Q: 3 clusters Score -1.986327e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65732 members 
Mstep: Class 2 contains 83944 members 
Entering Unmasked Estep 
Score: -19863914.000000 Penalty: 5910.449219
	Iteration 13Q: 3 clusters Score -1.986391e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64773 members 
Mstep: Class 2 contains 84903 members 
Entering Unmasked Estep 
Score: -19864428.000000 Penalty: 5910.449219
	Iteration 14Q: 3 clusters Score -1.986443e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63705 members 
Mstep: Class 2 contains 85971 members 
Entering Unmasked Estep 
Score: -19865100.000000 Penalty: 5910.449219
	Iteration 15Q: 3 clusters Score -1.98651e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62560 members 
Mstep: Class 2 contains 87116 members 
Entering Unmasked Estep 
Score: -19865808.000000 Penalty: 5910.449219
	Iteration 16Q: 3 clusters Score -1.986581e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61185 members 
Mstep: Class 2 contains 88491 members 
Entering Unmasked Estep 
Score: -19866698.000000 Penalty: 5910.449219
	Iteration 17Q: 3 clusters Score -1.98667e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 89967 members 
Entering Unmasked Estep 
Score: -19867586.000000 Penalty: 5910.449219
	Iteration 18Q: 3 clusters Score -1.986759e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58031 members 
Mstep: Class 2 contains 91645 members 
Entering Unmasked Estep 
Score: -19868526.000000 Penalty: 5910.449219
	Iteration 19Q: 3 clusters Score -1.986853e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56197 members 
Mstep: Class 2 contains 93479 members 
Entering Unmasked Estep 
Score: -19869858.000000 Penalty: 5910.449219
	Iteration 20F: 3 clusters Score -1.986986e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54167 members 
Mstep: Class 2 contains 95509 members 
Entering Unmasked Estep 
Score: -19871482.000000 Penalty: 5910.449219
	Iteration 21Q: 3 clusters Score -1.987148e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 97653 members 
Entering Unmasked Estep 
Score: -19872944.000000 Penalty: 5910.449219
	Iteration 22Q: 3 clusters Score -1.987294e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 99837 members 
Entering Unmasked Estep 
Score: -19874544.000000 Penalty: 5910.449219
	Iteration 23Q: 3 clusters Score -1.987454e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 102062 members 
Entering Unmasked Estep 
Score: -19875906.000000 Penalty: 5910.449219
	Iteration 24Q: 3 clusters Score -1.987591e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 104101 members 
Entering Unmasked Estep 
Score: -19876988.000000 Penalty: 5910.449219
	Iteration 25Q: 3 clusters Score -1.987699e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 105974 members 
Entering Unmasked Estep 
Score: -19877752.000000 Penalty: 5910.449219
	Iteration 26Q: 3 clusters Score -1.987775e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 107779 members 
Entering Unmasked Estep 
Score: -19878392.000000 Penalty: 5910.449219
	Iteration 27Q: 3 clusters Score -1.987839e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 109514 members 
Entering Unmasked Estep 
Score: -19878932.000000 Penalty: 5910.449219
	Iteration 28Q: 3 clusters Score -1.987893e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 111217 members 
Entering Unmasked Estep 
Score: -19879604.000000 Penalty: 5910.449219
	Iteration 29Q: 3 clusters Score -1.98796e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 112991 members 
Entering Unmasked Estep 
Score: -19880220.000000 Penalty: 5910.449219
	Iteration 30Q: 3 clusters Score -1.988022e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 114815 members 
Entering Unmasked Estep 
Score: -19880770.000000 Penalty: 5910.449219
	Iteration 31Q: 3 clusters Score -1.988077e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 116627 members 
Entering Unmasked Estep 
Score: -19881266.000000 Penalty: 5910.449219
	Iteration 32Q: 3 clusters Score -1.988127e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 118469 members 
Entering Unmasked Estep 
Score: -19881670.000000 Penalty: 5910.449219
	Iteration 33Q: 3 clusters Score -1.988167e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 120270 members 
Entering Unmasked Estep 
Score: -19881948.000000 Penalty: 5910.449219
	Iteration 34Q: 3 clusters Score -1.988195e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 122024 members 
Entering Unmasked Estep 
Score: -19882224.000000 Penalty: 5910.449219
	Iteration 35Q: 3 clusters Score -1.988222e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 123742 members 
Entering Unmasked Estep 
Score: -19882318.000000 Penalty: 5910.449219
	Iteration 36Q: 3 clusters Score -1.988232e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 125412 members 
Entering Unmasked Estep 
Score: -19882568.000000 Penalty: 5910.449219
	Iteration 37Q: 3 clusters Score -1.988257e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 127003 members 
Entering Unmasked Estep 
Score: -19882784.000000 Penalty: 5910.449219
	Iteration 38Q: 3 clusters Score -1.988278e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 128532 members 
Entering Unmasked Estep 
Score: -19882958.000000 Penalty: 5910.449219
	Iteration 39Q: 3 clusters Score -1.988296e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 129953 members 
Entering Unmasked Estep 
Score: -19883140.000000 Penalty: 5910.449219
	Iteration 40F: 3 clusters Score -1.988314e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 131395 members 
Entering Unmasked Estep 
Score: -19883450.000000 Penalty: 5910.449219
	Iteration 41Q: 3 clusters Score -1.988345e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 132783 members 
Entering Unmasked Estep 
Score: -19883534.000000 Penalty: 5910.449219
	Iteration 42Q: 3 clusters Score -1.988353e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 134027 members 
Entering Unmasked Estep 
Score: -19883582.000000 Penalty: 5910.449219
	Iteration 43Q: 3 clusters Score -1.988358e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 135189 members 
Entering Unmasked Estep 
Score: -19883692.000000 Penalty: 5910.449219
	Iteration 44Q: 3 clusters Score -1.988369e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 136255 members 
Entering Unmasked Estep 
Score: -19883800.000000 Penalty: 5910.449219
	Iteration 45Q: 3 clusters Score -1.98838e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 137224 members 
Entering Unmasked Estep 
Score: -19883828.000000 Penalty: 5910.449219
	Iteration 46Q: 3 clusters Score -1.988383e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 138087 members 
Entering Unmasked Estep 
Score: -19883882.000000 Penalty: 5910.449219
	Iteration 47Q: 3 clusters Score -1.988388e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 138931 members 
Entering Unmasked Estep 
Score: -19883962.000000 Penalty: 5910.449219
	Iteration 48Q: 3 clusters Score -1.988396e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 139665 members 
Entering Unmasked Estep 
Score: -19883962.000000 Penalty: 5910.449219
	Iteration 49Q: 3 clusters Score -1.988396e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 140309 members 
Entering Unmasked Estep 
Score: -19884000.000000 Penalty: 5910.449219
	Iteration 50Q: 3 clusters Score -1.9884e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 140925 members 
Entering Unmasked Estep 
Score: -19884078.000000 Penalty: 5910.449219
	Iteration 51Q: 3 clusters Score -1.988408e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 141468 members 
Entering Unmasked Estep 
Score: -19884092.000000 Penalty: 5910.449219
	Iteration 52Q: 3 clusters Score -1.988409e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 141997 members 
Entering Unmasked Estep 
Score: -19884178.000000 Penalty: 5910.449219
	Iteration 53Q: 3 clusters Score -1.988418e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 142458 members 
Entering Unmasked Estep 
Score: -19884216.000000 Penalty: 5910.449219
	Iteration 54Q: 3 clusters Score -1.988422e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 142883 members 
Entering Unmasked Estep 
Score: -19884232.000000 Penalty: 5910.449219
	Iteration 55Q: 3 clusters Score -1.988423e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 143287 members 
Entering Unmasked Estep 
Score: -19884278.000000 Penalty: 5910.449219
	Iteration 56Q: 3 clusters Score -1.988428e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 143680 members 
Entering Unmasked Estep 
Score: -19884202.000000 Penalty: 5910.449219
	Iteration 57Q: 3 clusters Score -1.98842e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 144030 members 
Entering Unmasked Estep 
Score: -19884240.000000 Penalty: 5910.449219
	Iteration 58Q: 3 clusters Score -1.988424e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 144347 members 
Entering Unmasked Estep 
Score: -19884280.000000 Penalty: 5910.449219
	Iteration 59Q: 3 clusters Score -1.988428e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 144610 members 
Entering Unmasked Estep 
Score: -19884308.000000 Penalty: 5910.449219
	Iteration 60F: 3 clusters Score -1.988431e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 144839 members 
Entering Unmasked Estep 
Score: -19884300.000000 Penalty: 5910.449219
	Iteration 61Q: 3 clusters Score -1.98843e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 145038 members 
Entering Unmasked Estep 
Score: -19884310.000000 Penalty: 5910.449219
	Iteration 62Q: 3 clusters Score -1.988431e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 145230 members 
Entering Unmasked Estep 
Score: -19884282.000000 Penalty: 5910.449219
	Iteration 63Q: 3 clusters Score -1.988428e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 145413 members 
Entering Unmasked Estep 
Score: -19884286.000000 Penalty: 5910.449219
	Iteration 64Q: 3 clusters Score -1.988429e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 145571 members 
Entering Unmasked Estep 
Score: -19884330.000000 Penalty: 5910.449219
	Iteration 65Q: 3 clusters Score -1.988433e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 145709 members 
Entering Unmasked Estep 
Score: -19884322.000000 Penalty: 5910.449219
	Iteration 66Q: 3 clusters Score -1.988432e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 145850 members 
Entering Unmasked Estep 
Score: -19884306.000000 Penalty: 5910.449219
	Iteration 67Q: 3 clusters Score -1.988431e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 145980 members 
Entering Unmasked Estep 
Score: -19884278.000000 Penalty: 5910.449219
	Iteration 68Q: 3 clusters Score -1.988428e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 146100 members 
Entering Unmasked Estep 
Score: -19884248.000000 Penalty: 5910.449219
	Iteration 69Q: 3 clusters Score -1.988425e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 146216 members 
Entering Unmasked Estep 
Score: -19884236.000000 Penalty: 5910.449219
	Iteration 70Q: 3 clusters Score -1.988424e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 146323 members 
Entering Unmasked Estep 
Score: -19884250.000000 Penalty: 5910.449219
	Iteration 71Q: 3 clusters Score -1.988425e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 146423 members 
Entering Unmasked Estep 
Score: -19884244.000000 Penalty: 5910.449219
	Iteration 72Q: 3 clusters Score -1.988424e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 146522 members 
Entering Unmasked Estep 
Score: -19884262.000000 Penalty: 5910.449219
	Iteration 73Q: 3 clusters Score -1.988426e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 146623 members 
Entering Unmasked Estep 
Score: -19884264.000000 Penalty: 5910.449219
	Iteration 74Q: 3 clusters Score -1.988426e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 146727 members 
Entering Unmasked Estep 
Score: -19884276.000000 Penalty: 5910.449219
	Iteration 75Q: 3 clusters Score -1.988428e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 146824 members 
Entering Unmasked Estep 
Score: -19884296.000000 Penalty: 5910.449219
	Iteration 76Q: 3 clusters Score -1.98843e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 146909 members 
Entering Unmasked Estep 
Score: -19884284.000000 Penalty: 5910.449219
	Iteration 77Q: 3 clusters Score -1.988428e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 146986 members 
Entering Unmasked Estep 
Score: -19884276.000000 Penalty: 5910.449219
	Iteration 78Q: 3 clusters Score -1.988428e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 147068 members 
Entering Unmasked Estep 
Score: -19884280.000000 Penalty: 5910.449219
	Iteration 79Q: 3 clusters Score -1.988428e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 147143 members 
Entering Unmasked Estep 
Score: -19884282.000000 Penalty: 5910.449219
	Iteration 80F: 3 clusters Score -1.988428e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 147213 members 
Entering Unmasked Estep 
Score: -19884262.000000 Penalty: 5910.449219
	Iteration 81Q: 3 clusters Score -1.988426e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 147266 members 
Entering Unmasked Estep 
Score: -19884256.000000 Penalty: 5910.449219
	Iteration 82Q: 3 clusters Score -1.988426e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 147309 members 
Entering Unmasked Estep 
Score: -19884240.000000 Penalty: 5910.449219
	Iteration 83Q: 3 clusters Score -1.988424e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 147341 members 
Entering Unmasked Estep 
Score: -19884218.000000 Penalty: 5910.449219
	Iteration 84Q: 3 clusters Score -1.988422e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 147383 members 
Entering Unmasked Estep 
Score: -19884206.000000 Penalty: 5910.449219
	Iteration 85Q: 3 clusters Score -1.988421e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 147424 members 
Entering Unmasked Estep 
Score: -19884178.000000 Penalty: 5910.449219
	Iteration 86Q: 3 clusters Score -1.988418e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 147468 members 
Entering Unmasked Estep 
Score: -19884172.000000 Penalty: 5910.449219
	Iteration 87Q: 3 clusters Score -1.988417e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 147506 members 
Entering Unmasked Estep 
Score: -19884186.000000 Penalty: 5910.449219
	Iteration 88Q: 3 clusters Score -1.988419e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 147552 members 
Entering Unmasked Estep 
Score: -19884180.000000 Penalty: 5910.449219
	Iteration 89Q: 3 clusters Score -1.988418e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 147593 members 
Entering Unmasked Estep 
Score: -19884186.000000 Penalty: 5910.449219
	Iteration 90Q: 3 clusters Score -1.988419e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 147636 members 
Entering Unmasked Estep 
Score: -19884180.000000 Penalty: 5910.449219
	Iteration 91Q: 3 clusters Score -1.988418e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 147680 members 
Entering Unmasked Estep 
Score: -19884192.000000 Penalty: 5910.449219
	Iteration 92Q: 3 clusters Score -1.988419e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 147718 members 
Entering Unmasked Estep 
Score: -19884174.000000 Penalty: 5910.449219
	Iteration 93Q: 3 clusters Score -1.988417e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 147767 members 
Entering Unmasked Estep 
Score: -19884188.000000 Penalty: 5910.449219
	Iteration 94Q: 3 clusters Score -1.988419e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 147823 members 
Entering Unmasked Estep 
Score: -19884160.000000 Penalty: 5910.449219
	Iteration 95Q: 3 clusters Score -1.988416e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 147873 members 
Entering Unmasked Estep 
Score: -19884154.000000 Penalty: 5910.449219
	Iteration 96Q: 3 clusters Score -1.988415e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 147933 members 
Entering Unmasked Estep 
Score: -19884166.000000 Penalty: 5910.449219
	Iteration 97Q: 3 clusters Score -1.988417e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 147986 members 
Entering Unmasked Estep 
Score: -19884178.000000 Penalty: 5910.449219
	Iteration 98Q: 3 clusters Score -1.988418e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 148033 members 
Entering Unmasked Estep 
Score: -19884212.000000 Penalty: 5910.449219
	Iteration 99Q: 3 clusters Score -1.988421e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 148063 members 
Entering Unmasked Estep 
Score: -19884214.000000 Penalty: 5910.449219
	Iteration 100F: 3 clusters Score -1.988421e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 148091 members 
Entering Unmasked Estep 
Score: -19884208.000000 Penalty: 5910.449219
	Iteration 101Q: 3 clusters Score -1.988421e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 148119 members 
Entering Unmasked Estep 
Score: -19884246.000000 Penalty: 5910.449219
	Iteration 102Q: 3 clusters Score -1.988425e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 148145 members 
Entering Unmasked Estep 
Score: -19884224.000000 Penalty: 5910.449219
	Iteration 103Q: 3 clusters Score -1.988422e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 148180 members 
Entering Unmasked Estep 
Score: -19884244.000000 Penalty: 5910.449219
	Iteration 104Q: 3 clusters Score -1.988424e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 148204 members 
Entering Unmasked Estep 
Score: -19884218.000000 Penalty: 5910.449219
	Iteration 105Q: 3 clusters Score -1.988422e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 148226 members 
Entering Unmasked Estep 
Score: -19884228.000000 Penalty: 5910.449219
	Iteration 106Q: 3 clusters Score -1.988423e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 148246 members 
Entering Unmasked Estep 
Score: -19884240.000000 Penalty: 5910.449219
	Iteration 107Q: 3 clusters Score -1.988424e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 148269 members 
Entering Unmasked Estep 
Score: -19884242.000000 Penalty: 5910.449219
	Iteration 108Q: 3 clusters Score -1.988424e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 148289 members 
Entering Unmasked Estep 
Score: -19884238.000000 Penalty: 5910.449219
	Iteration 109Q: 3 clusters Score -1.988424e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 148306 members 
Entering Unmasked Estep 
Score: -19884238.000000 Penalty: 5910.449219
	Iteration 110Q: 3 clusters Score -1.988424e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 148329 members 
Entering Unmasked Estep 
Score: -19884212.000000 Penalty: 5910.449219
	Iteration 111Q: 3 clusters Score -1.988421e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 148353 members 
Entering Unmasked Estep 
Score: -19884218.000000 Penalty: 5910.449219
	Iteration 112Q: 3 clusters Score -1.988422e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 148374 members 
Entering Unmasked Estep 
Score: -19884218.000000 Penalty: 5910.449219
	Iteration 113Q: 3 clusters Score -1.988422e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 148389 members 
Entering Unmasked Estep 
Score: -19884238.000000 Penalty: 5910.449219
	Iteration 114Q: 3 clusters Score -1.988424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 148406 members 
Entering Unmasked Estep 
Score: -19884244.000000 Penalty: 5910.449219
	Iteration 115Q: 3 clusters Score -1.988424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 148421 members 
Entering Unmasked Estep 
Score: -19884260.000000 Penalty: 5910.449219
	Iteration 116Q: 3 clusters Score -1.988426e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 148437 members 
Entering Unmasked Estep 
Score: -19884240.000000 Penalty: 5910.449219
	Iteration 117Q: 3 clusters Score -1.988424e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 148448 members 
Entering Unmasked Estep 
Score: -19884274.000000 Penalty: 5910.449219
	Iteration 118Q: 3 clusters Score -1.988427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 148462 members 
Entering Unmasked Estep 
Score: -19884262.000000 Penalty: 5910.449219
	Iteration 119Q: 3 clusters Score -1.988426e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 148476 members 
Entering Unmasked Estep 
Score: -19884246.000000 Penalty: 5910.449219
	Iteration 120F: 3 clusters Score -1.988425e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 148490 members 
Entering Unmasked Estep 
Score: -19884244.000000 Penalty: 5910.449219
	Iteration 121Q: 3 clusters Score -1.988424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 148503 members 
Entering Unmasked Estep 
Score: -19884224.000000 Penalty: 5910.449219
	Iteration 122Q: 3 clusters Score -1.988422e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 148518 members 
Entering Unmasked Estep 
Score: -19884228.000000 Penalty: 5910.449219
	Iteration 123Q: 3 clusters Score -1.988423e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 148539 members 
Entering Unmasked Estep 
Score: -19884226.000000 Penalty: 5910.449219
	Iteration 124Q: 3 clusters Score -1.988423e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 148552 members 
Entering Unmasked Estep 
Score: -19884224.000000 Penalty: 5910.449219
	Iteration 125Q: 3 clusters Score -1.988422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 148562 members 
Entering Unmasked Estep 
Score: -19884246.000000 Penalty: 5910.449219
	Iteration 126Q: 3 clusters Score -1.988425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 148570 members 
Entering Unmasked Estep 
Score: -19884254.000000 Penalty: 5910.449219
	Iteration 127Q: 3 clusters Score -1.988425e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 148580 members 
Entering Unmasked Estep 
Score: -19884242.000000 Penalty: 5910.449219
	Iteration 128Q: 3 clusters Score -1.988424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 148593 members 
Entering Unmasked Estep 
Score: -19884252.000000 Penalty: 5910.449219
	Iteration 129Q: 3 clusters Score -1.988425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 148603 members 
Entering Unmasked Estep 
Score: -19884264.000000 Penalty: 5910.449219
	Iteration 130Q: 3 clusters Score -1.988426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 148610 members 
Entering Unmasked Estep 
Score: -19884254.000000 Penalty: 5910.449219
	Iteration 131Q: 3 clusters Score -1.988425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 148617 members 
Entering Unmasked Estep 
Score: -19884272.000000 Penalty: 5910.449219
	Iteration 132Q: 3 clusters Score -1.988427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 148626 members 
Entering Unmasked Estep 
Score: -19884244.000000 Penalty: 5910.449219
	Iteration 133Q: 3 clusters Score -1.988424e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 148642 members 
Entering Unmasked Estep 
Score: -19884234.000000 Penalty: 5910.449219
	Iteration 134Q: 3 clusters Score -1.988423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 148652 members 
Entering Unmasked Estep 
Score: -19884244.000000 Penalty: 5910.449219
	Iteration 135Q: 3 clusters Score -1.988424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 148661 members 
Entering Unmasked Estep 
Score: -19884234.000000 Penalty: 5910.449219
	Iteration 136Q: 3 clusters Score -1.988423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 148669 members 
Entering Unmasked Estep 
Score: -19884258.000000 Penalty: 5910.449219
	Iteration 137Q: 3 clusters Score -1.988426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 148675 members 
Entering Unmasked Estep 
Score: -19884232.000000 Penalty: 5910.449219
	Iteration 138Q: 3 clusters Score -1.988423e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 148682 members 
Entering Unmasked Estep 
Score: -19884230.000000 Penalty: 5910.449219
	Iteration 139Q: 3 clusters Score -1.988423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 148690 members 
Entering Unmasked Estep 
Score: -19884238.000000 Penalty: 5910.449219
	Iteration 140F: 3 clusters Score -1.988424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 148697 members 
Entering Unmasked Estep 
Score: -19884248.000000 Penalty: 5910.449219
	Iteration 141Q: 3 clusters Score -1.988425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 148699 members 
Entering Unmasked Estep 
Score: -19884242.000000 Penalty: 5910.449219
	Iteration 142Q: 3 clusters Score -1.988424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 148700 members 
Entering Unmasked Estep 
Score: -19884226.000000 Penalty: 5910.449219
	Iteration 143Q: 3 clusters Score -1.988423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 148701 members 
Entering Unmasked Estep 
Score: -19884238.000000 Penalty: 5910.449219
	Iteration 144Q: 3 clusters Score -1.988424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 148701 members 
Entering Unmasked Estep 
Score: -19884238.000000 Penalty: 5910.449219
	Iteration 145F: 3 clusters Score -1.988424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -77356.773438 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -77356.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -75700.578125 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -75700.58 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -75965.023438 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -75965.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76147.851562 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -76147.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76215.828125 Penalty: 3200.998047
	Iteration 3Q: 3 clusters Score -76215.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -76276.617188 Penalty: 3200.998047
	Iteration 4Q: 3 clusters Score -76276.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -76299.375000 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -76299.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -76308.562500 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -76308.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -76313.937500 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -76313.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76319.054688 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -76319.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -76329.007812 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -76329.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -76361.453125 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -76361.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -76371.523438 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -76371.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -76374.960938 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -76374.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -76377.171875 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -76377.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -76385.593750 Penalty: 3200.998047
	Iteration 14Q: 3 clusters Score -76385.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -76398.210938 Penalty: 3200.998047
	Iteration 15Q: 3 clusters Score -76398.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -76404.046875 Penalty: 3200.998047
	Iteration 16Q: 3 clusters Score -76404.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -76404.046875 Penalty: 3200.998047
	Iteration 17F: 3 clusters Score -76404.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -22654.449219 Penalty: 1335.354858
	Iteration 0F: 2 clusters Score -22654.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21582.871094 Penalty: 2670.709717
	Iteration 0F: 3 clusters Score -21582.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21737.460938 Penalty: 2670.709717
	Iteration 1F: 3 clusters Score -21737.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21819.123047 Penalty: 2670.709717
	Iteration 2Q: 3 clusters Score -21819.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21904.636719 Penalty: 2670.709717
	Iteration 3F: 3 clusters Score -21904.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22004.138672 Penalty: 2670.709717
	Iteration 4Q: 3 clusters Score -22004.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22012.072266 Penalty: 2670.709717
	Iteration 5Q: 3 clusters Score -22012.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22026.699219 Penalty: 2670.709717
	Iteration 6Q: 3 clusters Score -22026.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22034.324219 Penalty: 2670.709717
	Iteration 7Q: 3 clusters Score -22034.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22050.230469 Penalty: 2670.709717
	Iteration 8Q: 3 clusters Score -22050.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22061.257812 Penalty: 2670.709717
	Iteration 9Q: 3 clusters Score -22061.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22130.195312 Penalty: 2670.709717
	Iteration 10Q: 3 clusters Score -22130.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22145.207031 Penalty: 2670.709717
	Iteration 11Q: 3 clusters Score -22145.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22164.908203 Penalty: 2670.709717
	Iteration 12Q: 3 clusters Score -22164.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22173.919922 Penalty: 2670.709717
	Iteration 13Q: 3 clusters Score -22173.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22173.919922 Penalty: 2670.709717
	Iteration 14F: 3 clusters Score -22173.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160237 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 171025 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 50132 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1374 members 
Mstep: Class 9 contains 6336 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169682 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9610 members 
Mstep: Class 15 contains 164670 members 
Mstep: Class 16 contains 164295 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24854 members 
Mstep: Class 20 contains 52169 members 
Mstep: Class 21 contains 158607 members 
Mstep: Class 22 contains 81234 members 
Mstep: Class 23 contains 149676 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409744.000000 Penalty: 87655.367188
Iteration 279Q: 26 clusters Score -1.804097e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160257 members 
Mstep: Class 2 contains 2528 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 171002 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 50180 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 6337 members 
Mstep: Class 10 contains 4932 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169687 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9588 members 
Mstep: Class 15 contains 164691 members 
Mstep: Class 16 contains 164323 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24858 members 
Mstep: Class 20 contains 52174 members 
Mstep: Class 21 contains 158573 members 
Mstep: Class 22 contains 81245 members 
Mstep: Class 23 contains 149619 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409776.000000 Penalty: 87655.367188
Iteration 280F: 26 clusters Score -1.804098e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160278 members 
Mstep: Class 2 contains 2527 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170992 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 50216 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1373 members 
Mstep: Class 9 contains 6339 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169677 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9567 members 
Mstep: Class 15 contains 164688 members 
Mstep: Class 16 contains 164366 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24862 members 
Mstep: Class 20 contains 52167 members 
Mstep: Class 21 contains 158566 members 
Mstep: Class 22 contains 81252 members 
Mstep: Class 23 contains 149566 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409664.000000 Penalty: 87655.367188
Iteration 281Q: 26 clusters Score -1.804097e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160296 members 
Mstep: Class 2 contains 2526 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170985 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 50258 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1372 members 
Mstep: Class 9 contains 6343 members 
Mstep: Class 10 contains 4930 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169691 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9563 members 
Mstep: Class 15 contains 164662 members 
Mstep: Class 16 contains 164395 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24875 members 
Mstep: Class 20 contains 52143 members 
Mstep: Class 21 contains 158563 members 
Mstep: Class 22 contains 81260 members 
Mstep: Class 23 contains 149506 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409696.000000 Penalty: 87655.367188
Iteration 282Q: 26 clusters Score -1.804097e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160304 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170966 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 50293 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1372 members 
Mstep: Class 9 contains 6344 members 
Mstep: Class 10 contains 4927 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169700 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9557 members 
Mstep: Class 15 contains 164633 members 
Mstep: Class 16 contains 164453 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24876 members 
Mstep: Class 20 contains 52133 members 
Mstep: Class 21 contains 158562 members 
Mstep: Class 22 contains 81271 members 
Mstep: Class 23 contains 149451 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180410048.000000 Penalty: 87655.367188
Iteration 283Q: 26 clusters Score -1.8041e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160321 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170959 members 
Mstep: Class 5 contains 2942 members 
Mstep: Class 6 contains 50333 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1372 members 
Mstep: Class 9 contains 6344 members 
Mstep: Class 10 contains 4926 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169729 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9553 members 
Mstep: Class 15 contains 164615 members 
Mstep: Class 16 contains 164478 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24879 members 
Mstep: Class 20 contains 52125 members 
Mstep: Class 21 contains 158576 members 
Mstep: Class 22 contains 81273 members 
Mstep: Class 23 contains 149358 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409936.000000 Penalty: 87655.367188
Iteration 284Q: 26 clusters Score -1.804099e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160329 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170974 members 
Mstep: Class 5 contains 2946 members 
Mstep: Class 6 contains 50366 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 1372 members 
Mstep: Class 9 contains 6344 members 
Mstep: Class 10 contains 4919 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169751 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9558 members 
Mstep: Class 15 contains 164597 members 
Mstep: Class 16 contains 164494 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24883 members 
Mstep: Class 20 contains 52126 members 
Mstep: Class 21 contains 158584 members 
Mstep: Class 22 contains 81280 members 
Mstep: Class 23 contains 149260 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409728.000000 Penalty: 87655.367188
Iteration 285Q: 26 clusters Score -1.804097e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160305 members 
Mstep: Class 2 contains 2525 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170988 members 
Mstep: Class 5 contains 2952 members 
Mstep: Class 6 contains 50415 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1372 members 
Mstep: Class 9 contains 6345 members 
Mstep: Class 10 contains 4905 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169769 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9567 members 
Mstep: Class 15 contains 164574 members 
Mstep: Class 16 contains 164502 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24894 members 
Mstep: Class 20 contains 52139 members 
Mstep: Class 21 contains 158604 members 
Mstep: Class 22 contains 81292 members 
Mstep: Class 23 contains 149159 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409728.000000 Penalty: 87655.367188
Iteration 286Q: 26 clusters Score -1.804097e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160299 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170997 members 
Mstep: Class 5 contains 2951 members 
Mstep: Class 6 contains 50468 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1372 members 
Mstep: Class 9 contains 6345 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169772 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9582 members 
Mstep: Class 15 contains 164592 members 
Mstep: Class 16 contains 164494 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24905 members 
Mstep: Class 20 contains 52137 members 
Mstep: Class 21 contains 158601 members 
Mstep: Class 22 contains 81299 members 
Mstep: Class 23 contains 149074 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409680.000000 Penalty: 87655.367188
Iteration 287Q: 26 clusters Score -1.804097e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160286 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170984 members 
Mstep: Class 5 contains 2951 members 
Mstep: Class 6 contains 50532 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1372 members 
Mstep: Class 9 contains 6345 members 
Mstep: Class 10 contains 4881 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169785 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9589 members 
Mstep: Class 15 contains 164591 members 
Mstep: Class 16 contains 164487 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24914 members 
Mstep: Class 20 contains 52142 members 
Mstep: Class 21 contains 158608 members 
Mstep: Class 22 contains 81312 members 
Mstep: Class 23 contains 149004 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409424.000000 Penalty: 87655.367188
Iteration 288Q: 26 clusters Score -1.804094e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160290 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170994 members 
Mstep: Class 5 contains 2952 members 
Mstep: Class 6 contains 50573 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1371 members 
Mstep: Class 9 contains 6345 members 
Mstep: Class 10 contains 4866 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169805 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9585 members 
Mstep: Class 15 contains 164589 members 
Mstep: Class 16 contains 164484 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24925 members 
Mstep: Class 20 contains 52157 members 
Mstep: Class 21 contains 158628 members 
Mstep: Class 22 contains 81326 members 
Mstep: Class 23 contains 148893 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409504.000000 Penalty: 87655.367188
Iteration 289Q: 26 clusters Score -1.804095e+08 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160295 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 171018 members 
Mstep: Class 5 contains 2950 members 
Mstep: Class 6 contains 50601 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1371 members 
Mstep: Class 9 contains 6346 members 
Mstep: Class 10 contains 4858 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169812 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9585 members 
Mstep: Class 15 contains 164576 members 
Mstep: Class 16 contains 164529 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24931 members 
Mstep: Class 20 contains 52178 members 
Mstep: Class 21 contains 158633 members 
Mstep: Class 22 contains 81330 members 
Mstep: Class 23 contains 148770 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409424.000000 Penalty: 87655.367188
Iteration 290Q: 26 clusters Score -1.804094e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160301 members 
Mstep: Class 2 contains 2522 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 171023 members 
Mstep: Class 5 contains 2950 members 
Mstep: Class 6 contains 50637 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1371 members 
Mstep: Class 9 contains 6347 members 
Mstep: Class 10 contains 4852 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169820 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9578 members 
Mstep: Class 15 contains 164557 members 
Mstep: Class 16 contains 164566 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24936 members 
Mstep: Class 20 contains 52194 members 
Mstep: Class 21 contains 158642 members 
Mstep: Class 22 contains 81336 members 
Mstep: Class 23 contains 148675 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409152.000000 Penalty: 87655.367188
Iteration 291Q: 26 clusters Score -1.804092e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160295 members 
Mstep: Class 2 contains 2519 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 171005 members 
Mstep: Class 5 contains 2949 members 
Mstep: Class 6 contains 50667 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1371 members 
Mstep: Class 9 contains 6348 members 
Mstep: Class 10 contains 4847 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169822 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9564 members 
Mstep: Class 15 contains 164545 members 
Mstep: Class 16 contains 164594 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24946 members 
Mstep: Class 20 contains 52211 members 
Mstep: Class 21 contains 158665 members 
Mstep: Class 22 contains 81342 members 
Mstep: Class 23 contains 148617 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409040.000000 Penalty: 87655.367188
Iteration 292Q: 26 clusters Score -1.80409e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160286 members 
Mstep: Class 2 contains 2518 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 170989 members 
Mstep: Class 5 contains 2949 members 
Mstep: Class 6 contains 50698 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1371 members 
Mstep: Class 9 contains 6350 members 
Mstep: Class 10 contains 4843 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169856 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9538 members 
Mstep: Class 15 contains 164523 members 
Mstep: Class 16 contains 164596 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24947 members 
Mstep: Class 20 contains 52227 members 
Mstep: Class 21 contains 158713 members 
Mstep: Class 22 contains 81341 members 
Mstep: Class 23 contains 148562 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408880.000000 Penalty: 87655.367188
Iteration 293Q: 26 clusters Score -1.804089e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160278 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170965 members 
Mstep: Class 5 contains 2949 members 
Mstep: Class 6 contains 50738 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1372 members 
Mstep: Class 9 contains 6352 members 
Mstep: Class 10 contains 4831 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169863 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9517 members 
Mstep: Class 15 contains 164505 members 
Mstep: Class 16 contains 164584 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24945 members 
Mstep: Class 20 contains 52227 members 
Mstep: Class 21 contains 158752 members 
Mstep: Class 22 contains 81353 members 
Mstep: Class 23 contains 148555 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408912.000000 Penalty: 87655.367188
Iteration 294Q: 26 clusters Score -1.804089e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160256 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170961 members 
Mstep: Class 5 contains 2949 members 
Mstep: Class 6 contains 50777 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1372 members 
Mstep: Class 9 contains 6353 members 
Mstep: Class 10 contains 4825 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169897 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9485 members 
Mstep: Class 15 contains 164487 members 
Mstep: Class 16 contains 164571 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24949 members 
Mstep: Class 20 contains 52229 members 
Mstep: Class 21 contains 158766 members 
Mstep: Class 22 contains 81353 members 
Mstep: Class 23 contains 148555 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408768.000000 Penalty: 87655.367188
Iteration 295Q: 26 clusters Score -1.804088e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160233 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170967 members 
Mstep: Class 5 contains 2949 members 
Mstep: Class 6 contains 50820 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1372 members 
Mstep: Class 9 contains 6353 members 
Mstep: Class 10 contains 4826 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169909 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9475 members 
Mstep: Class 15 contains 164468 members 
Mstep: Class 16 contains 164538 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24957 members 
Mstep: Class 20 contains 52233 members 
Mstep: Class 21 contains 158773 members 
Mstep: Class 22 contains 81359 members 
Mstep: Class 23 contains 148553 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409408.000000 Penalty: 87655.367188
Iteration 296Q: 26 clusters Score -1.804094e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160230 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170956 members 
Mstep: Class 5 contains 2949 members 
Mstep: Class 6 contains 50851 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1370 members 
Mstep: Class 9 contains 6353 members 
Mstep: Class 10 contains 4823 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169917 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9480 members 
Mstep: Class 15 contains 164440 members 
Mstep: Class 16 contains 164518 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24959 members 
Mstep: Class 20 contains 52236 members 
Mstep: Class 21 contains 158777 members 
Mstep: Class 22 contains 81370 members 
Mstep: Class 23 contains 148556 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409040.000000 Penalty: 87655.367188
Iteration 297Q: 26 clusters Score -1.80409e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160216 members 
Mstep: Class 2 contains 2521 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170936 members 
Mstep: Class 5 contains 2949 members 
Mstep: Class 6 contains 50887 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1369 members 
Mstep: Class 9 contains 6353 members 
Mstep: Class 10 contains 4819 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169918 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9469 members 
Mstep: Class 15 contains 164428 members 
Mstep: Class 16 contains 164486 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24962 members 
Mstep: Class 20 contains 52240 members 
Mstep: Class 21 contains 158790 members 
Mstep: Class 22 contains 81382 members 
Mstep: Class 23 contains 148581 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408896.000000 Penalty: 87655.367188
Iteration 298Q: 26 clusters Score -1.804089e+08 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160219 members 
Mstep: Class 2 contains 2520 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170900 members 
Mstep: Class 5 contains 2948 members 
Mstep: Class 6 contains 50928 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1366 members 
Mstep: Class 9 contains 6354 members 
Mstep: Class 10 contains 4812 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169924 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9459 members 
Mstep: Class 15 contains 164423 members 
Mstep: Class 16 contains 164467 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24959 members 
Mstep: Class 20 contains 52235 members 
Mstep: Class 21 contains 158824 members 
Mstep: Class 22 contains 81398 members 
Mstep: Class 23 contains 148570 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408832.000000 Penalty: 87655.367188
Iteration 299Q: 26 clusters Score -1.804088e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160209 members 
Mstep: Class 2 contains 2518 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170877 members 
Mstep: Class 5 contains 2947 members 
Mstep: Class 6 contains 50973 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 6354 members 
Mstep: Class 10 contains 4803 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169905 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9447 members 
Mstep: Class 15 contains 164401 members 
Mstep: Class 16 contains 164476 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24967 members 
Mstep: Class 20 contains 52237 members 
Mstep: Class 21 contains 158854 members 
Mstep: Class 22 contains 81417 members 
Mstep: Class 23 contains 148558 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408928.000000 Penalty: 87655.367188
Iteration 300F: 26 clusters Score -1.804089e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160182 members 
Mstep: Class 2 contains 2515 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170859 members 
Mstep: Class 5 contains 2946 members 
Mstep: Class 6 contains 51011 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 6354 members 
Mstep: Class 10 contains 4791 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169879 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9432 members 
Mstep: Class 15 contains 164399 members 
Mstep: Class 16 contains 164501 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24969 members 
Mstep: Class 20 contains 52244 members 
Mstep: Class 21 contains 158878 members 
Mstep: Class 22 contains 81440 members 
Mstep: Class 23 contains 148543 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409200.000000 Penalty: 87655.367188
Iteration 301Q: 26 clusters Score -1.804092e+08 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160159 members 
Mstep: Class 2 contains 2514 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170841 members 
Mstep: Class 5 contains 2947 members 
Mstep: Class 6 contains 51049 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 6354 members 
Mstep: Class 10 contains 4782 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169845 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9421 members 
Mstep: Class 15 contains 164411 members 
Mstep: Class 16 contains 164540 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24977 members 
Mstep: Class 20 contains 52237 members 
Mstep: Class 21 contains 158880 members 
Mstep: Class 22 contains 81456 members 
Mstep: Class 23 contains 148529 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409056.000000 Penalty: 87655.367188
Iteration 302Q: 26 clusters Score -1.804091e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160128 members 
Mstep: Class 2 contains 2513 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 170814 members 
Mstep: Class 5 contains 2947 members 
Mstep: Class 6 contains 51090 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1365 members 
Mstep: Class 9 contains 6354 members 
Mstep: Class 10 contains 4771 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169832 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9411 members 
Mstep: Class 15 contains 164441 members 
Mstep: Class 16 contains 164581 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24969 members 
Mstep: Class 20 contains 52242 members 
Mstep: Class 21 contains 158879 members 
Mstep: Class 22 contains 81466 members 
Mstep: Class 23 contains 148503 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409200.000000 Penalty: 87655.367188
Iteration 303Q: 26 clusters Score -1.804092e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160109 members 
Mstep: Class 2 contains 2513 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170791 members 
Mstep: Class 5 contains 2946 members 
Mstep: Class 6 contains 51131 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1365 members 
Mstep: Class 9 contains 6354 members 
Mstep: Class 10 contains 4767 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169811 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 164439 members 
Mstep: Class 16 contains 164658 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24971 members 
Mstep: Class 20 contains 52241 members 
Mstep: Class 21 contains 158886 members 
Mstep: Class 22 contains 81485 members 
Mstep: Class 23 contains 148441 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409248.000000 Penalty: 87655.367188
Iteration 304Q: 26 clusters Score -1.804092e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160079 members 
Mstep: Class 2 contains 2512 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170753 members 
Mstep: Class 5 contains 2945 members 
Mstep: Class 6 contains 51177 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1365 members 
Mstep: Class 9 contains 6355 members 
Mstep: Class 10 contains 4756 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169803 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9373 members 
Mstep: Class 15 contains 164434 members 
Mstep: Class 16 contains 164703 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24975 members 
Mstep: Class 20 contains 52245 members 
Mstep: Class 21 contains 158904 members 
Mstep: Class 22 contains 81500 members 
Mstep: Class 23 contains 148426 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409520.000000 Penalty: 87655.367188
Iteration 305Q: 26 clusters Score -1.804095e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160068 members 
Mstep: Class 2 contains 2512 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170721 members 
Mstep: Class 5 contains 2947 members 
Mstep: Class 6 contains 51209 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1365 members 
Mstep: Class 9 contains 6355 members 
Mstep: Class 10 contains 4745 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169797 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9356 members 
Mstep: Class 15 contains 164429 members 
Mstep: Class 16 contains 164744 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24981 members 
Mstep: Class 20 contains 52252 members 
Mstep: Class 21 contains 158915 members 
Mstep: Class 22 contains 81512 members 
Mstep: Class 23 contains 148397 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409728.000000 Penalty: 87655.367188
Iteration 306Q: 26 clusters Score -1.804097e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160028 members 
Mstep: Class 2 contains 2514 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170693 members 
Mstep: Class 5 contains 2945 members 
Mstep: Class 6 contains 51244 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1365 members 
Mstep: Class 9 contains 6355 members 
Mstep: Class 10 contains 4735 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169794 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9345 members 
Mstep: Class 15 contains 164438 members 
Mstep: Class 16 contains 164784 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24984 members 
Mstep: Class 20 contains 52254 members 
Mstep: Class 21 contains 158916 members 
Mstep: Class 22 contains 81531 members 
Mstep: Class 23 contains 148380 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409968.000000 Penalty: 87655.367188
Iteration 307Q: 26 clusters Score -1.8041e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160005 members 
Mstep: Class 2 contains 2515 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170686 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 51269 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1365 members 
Mstep: Class 9 contains 6355 members 
Mstep: Class 10 contains 4724 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169803 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9325 members 
Mstep: Class 15 contains 164455 members 
Mstep: Class 16 contains 164814 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24987 members 
Mstep: Class 20 contains 52248 members 
Mstep: Class 21 contains 158917 members 
Mstep: Class 22 contains 81549 members 
Mstep: Class 23 contains 148347 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409744.000000 Penalty: 87655.367188
Iteration 308Q: 26 clusters Score -1.804097e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159987 members 
Mstep: Class 2 contains 2515 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170663 members 
Mstep: Class 5 contains 2933 members 
Mstep: Class 6 contains 51291 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1365 members 
Mstep: Class 9 contains 6356 members 
Mstep: Class 10 contains 4713 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169824 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9312 members 
Mstep: Class 15 contains 164474 members 
Mstep: Class 16 contains 164803 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24988 members 
Mstep: Class 20 contains 52256 members 
Mstep: Class 21 contains 158923 members 
Mstep: Class 22 contains 81565 members 
Mstep: Class 23 contains 148337 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409840.000000 Penalty: 87655.367188
Iteration 309Q: 26 clusters Score -1.804098e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159988 members 
Mstep: Class 2 contains 2515 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170630 members 
Mstep: Class 5 contains 2928 members 
Mstep: Class 6 contains 51324 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 6356 members 
Mstep: Class 10 contains 4705 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169830 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9290 members 
Mstep: Class 15 contains 164493 members 
Mstep: Class 16 contains 164776 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24991 members 
Mstep: Class 20 contains 52262 members 
Mstep: Class 21 contains 158932 members 
Mstep: Class 22 contains 81581 members 
Mstep: Class 23 contains 148340 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409664.000000 Penalty: 87655.367188
Iteration 310Q: 26 clusters Score -1.804097e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159995 members 
Mstep: Class 2 contains 2514 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170597 members 
Mstep: Class 5 contains 2921 members 
Mstep: Class 6 contains 51347 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 6357 members 
Mstep: Class 10 contains 4698 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169833 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9252 members 
Mstep: Class 15 contains 164500 members 
Mstep: Class 16 contains 164790 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24994 members 
Mstep: Class 20 contains 52254 members 
Mstep: Class 21 contains 158940 members 
Mstep: Class 22 contains 81591 members 
Mstep: Class 23 contains 148358 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409600.000000 Penalty: 87655.367188
Iteration 311Q: 26 clusters Score -1.804096e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160010 members 
Mstep: Class 2 contains 2513 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170594 members 
Mstep: Class 5 contains 2918 members 
Mstep: Class 6 contains 51361 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 6359 members 
Mstep: Class 10 contains 4690 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169834 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9217 members 
Mstep: Class 15 contains 164515 members 
Mstep: Class 16 contains 164803 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 24998 members 
Mstep: Class 20 contains 52246 members 
Mstep: Class 21 contains 158932 members 
Mstep: Class 22 contains 81594 members 
Mstep: Class 23 contains 148357 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409712.000000 Penalty: 87655.367188
Iteration 312Q: 26 clusters Score -1.804097e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160033 members 
Mstep: Class 2 contains 2513 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170583 members 
Mstep: Class 5 contains 2915 members 
Mstep: Class 6 contains 51363 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 6361 members 
Mstep: Class 10 contains 4683 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169840 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9182 members 
Mstep: Class 15 contains 164501 members 
Mstep: Class 16 contains 164813 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25006 members 
Mstep: Class 20 contains 52244 members 
Mstep: Class 21 contains 158930 members 
Mstep: Class 22 contains 81612 members 
Mstep: Class 23 contains 148362 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409504.000000 Penalty: 87655.367188
Iteration 313Q: 26 clusters Score -1.804095e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160055 members 
Mstep: Class 2 contains 2513 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170574 members 
Mstep: Class 5 contains 2910 members 
Mstep: Class 6 contains 51384 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 6363 members 
Mstep: Class 10 contains 4680 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169827 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9169 members 
Mstep: Class 15 contains 164481 members 
Mstep: Class 16 contains 164844 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25006 members 
Mstep: Class 20 contains 52236 members 
Mstep: Class 21 contains 158912 members 
Mstep: Class 22 contains 81620 members 
Mstep: Class 23 contains 148367 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409312.000000 Penalty: 87655.367188
Iteration 314Q: 26 clusters Score -1.804093e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160069 members 
Mstep: Class 2 contains 2513 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170582 members 
Mstep: Class 5 contains 2904 members 
Mstep: Class 6 contains 51413 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 6363 members 
Mstep: Class 10 contains 4672 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169828 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9154 members 
Mstep: Class 15 contains 164458 members 
Mstep: Class 16 contains 164884 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25009 members 
Mstep: Class 20 contains 52227 members 
Mstep: Class 21 contains 158890 members 
Mstep: Class 22 contains 81636 members 
Mstep: Class 23 contains 148340 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409488.000000 Penalty: 87655.367188
Iteration 315Q: 26 clusters Score -1.804095e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160088 members 
Mstep: Class 2 contains 2513 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170589 members 
Mstep: Class 5 contains 2899 members 
Mstep: Class 6 contains 51432 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 6364 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169824 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9144 members 
Mstep: Class 15 contains 164409 members 
Mstep: Class 16 contains 164914 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25009 members 
Mstep: Class 20 contains 52229 members 
Mstep: Class 21 contains 158862 members 
Mstep: Class 22 contains 81647 members 
Mstep: Class 23 contains 148363 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409328.000000 Penalty: 87655.367188
Iteration 316Q: 26 clusters Score -1.804093e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160104 members 
Mstep: Class 2 contains 2513 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170595 members 
Mstep: Class 5 contains 2895 members 
Mstep: Class 6 contains 51448 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 6365 members 
Mstep: Class 10 contains 4647 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169824 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9142 members 
Mstep: Class 15 contains 164381 members 
Mstep: Class 16 contains 164943 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25008 members 
Mstep: Class 20 contains 52224 members 
Mstep: Class 21 contains 158881 members 
Mstep: Class 22 contains 81672 members 
Mstep: Class 23 contains 148300 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409360.000000 Penalty: 87655.367188
Iteration 317Q: 26 clusters Score -1.804094e+08 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160129 members 
Mstep: Class 2 contains 2513 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170625 members 
Mstep: Class 5 contains 2890 members 
Mstep: Class 6 contains 51451 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1365 members 
Mstep: Class 9 contains 6366 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169823 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9137 members 
Mstep: Class 15 contains 164363 members 
Mstep: Class 16 contains 164985 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25005 members 
Mstep: Class 20 contains 52222 members 
Mstep: Class 21 contains 158882 members 
Mstep: Class 22 contains 81671 members 
Mstep: Class 23 contains 148241 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409376.000000 Penalty: 87655.367188
Iteration 318Q: 26 clusters Score -1.804094e+08 nChanged 1038
Entering ConstructFrom: 
Score: -180409376.000000 Penalty: 87655.367188
Entering ConstructFrom: 
Trying to split cluster 1 (160173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160173 members 
Entering Unmasked Estep 
Score: -21231990.000000 Penalty: 2972.034424
	Iteration 0F: 2 clusters Score -2.123199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79864 members 
Mstep: Class 2 contains 80309 members 
Entering Unmasked Estep 
Score: -21127206.000000 Penalty: 5944.068848
	Iteration 0F: 3 clusters Score -2.112721e+07 nChanged 76829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75281 members 
Mstep: Class 2 contains 84892 members 
Entering Unmasked Estep 
Score: -21171354.000000 Penalty: 5944.068848
	Iteration 1F: 3 clusters Score -2.117135e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72725 members 
Mstep: Class 2 contains 87448 members 
Entering Unmasked Estep 
Score: -21172358.000000 Penalty: 5944.068848
	Iteration 2Q: 3 clusters Score -2.117236e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 91352 members 
Entering Unmasked Estep 
Score: -21173996.000000 Penalty: 5944.068848
	Iteration 3Q: 3 clusters Score -2.1174e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62881 members 
Mstep: Class 2 contains 97292 members 
Entering Unmasked Estep 
Score: -21176692.000000 Penalty: 5944.068848
	Iteration 4Q: 3 clusters Score -2.117669e+07 nChanged 9202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 106110 members 
Entering Unmasked Estep 
Score: -21181646.000000 Penalty: 5944.068848
	Iteration 5F: 3 clusters Score -2.118165e+07 nChanged 12312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 118314 members 
Entering Unmasked Estep 
Score: -21190728.000000 Penalty: 5944.068848
	Iteration 6F: 3 clusters Score -2.119073e+07 nChanged 14560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 132856 members 
Entering Unmasked Estep 
Score: -21203500.000000 Penalty: 5944.068848
	Iteration 7F: 3 clusters Score -2.12035e+07 nChanged 13579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 146433 members 
Entering Unmasked Estep 
Score: -21217364.000000 Penalty: 5944.068848
	Iteration 8F: 3 clusters Score -2.121736e+07 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 154962 members 
Entering Unmasked Estep 
Score: -21225418.000000 Penalty: 5944.068848
	Iteration 9F: 3 clusters Score -2.122542e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 158524 members 
Entering Unmasked Estep 
Score: -21228412.000000 Penalty: 5944.068848
	Iteration 10Q: 3 clusters Score -2.122841e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 159542 members 
Entering Unmasked Estep 
Score: -21229058.000000 Penalty: 5944.068848
	Iteration 11Q: 3 clusters Score -2.122906e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 159830 members 
Entering Unmasked Estep 
Score: -21229248.000000 Penalty: 5944.068848
	Iteration 12Q: 3 clusters Score -2.122925e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 159907 members 
Entering Unmasked Estep 
Score: -21229276.000000 Penalty: 5944.068848
	Iteration 13Q: 3 clusters Score -2.122928e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 159930 members 
Entering Unmasked Estep 
Score: -21229366.000000 Penalty: 5944.068848
	Iteration 14Q: 3 clusters Score -2.122937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 159941 members 
Entering Unmasked Estep 
Score: -21229376.000000 Penalty: 5944.068848
	Iteration 15Q: 3 clusters Score -2.122938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 159946 members 
Entering Unmasked Estep 
Score: -21229386.000000 Penalty: 5944.068848
	Iteration 16Q: 3 clusters Score -2.122939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 159954 members 
Entering Unmasked Estep 
Score: -21229394.000000 Penalty: 5944.068848
	Iteration 17Q: 3 clusters Score -2.122939e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 159963 members 
Entering Unmasked Estep 
Score: -21229410.000000 Penalty: 5944.068848
	Iteration 18Q: 3 clusters Score -2.122941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 159970 members 
Entering Unmasked Estep 
Score: -21229430.000000 Penalty: 5944.068848
	Iteration 19Q: 3 clusters Score -2.122943e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 159977 members 
Entering Unmasked Estep 
Score: -21229440.000000 Penalty: 5944.068848
	Iteration 20F: 3 clusters Score -2.122944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 159979 members 
Entering Unmasked Estep 
Score: -21229444.000000 Penalty: 5944.068848
	Iteration 21Q: 3 clusters Score -2.122944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 159981 members 
Entering Unmasked Estep 
Score: -21229456.000000 Penalty: 5944.068848
	Iteration 22Q: 3 clusters Score -2.122946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 159985 members 
Entering Unmasked Estep 
Score: -21229468.000000 Penalty: 5944.068848
	Iteration 23Q: 3 clusters Score -2.122947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 159989 members 
Entering Unmasked Estep 
Score: -21229488.000000 Penalty: 5944.068848
	Iteration 24Q: 3 clusters Score -2.122949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 159992 members 
Entering Unmasked Estep 
Score: -21229484.000000 Penalty: 5944.068848
	Iteration 25Q: 3 clusters Score -2.122948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 159992 members 
Entering Unmasked Estep 
Score: -21229484.000000 Penalty: 5944.068848
	Iteration 26F: 3 clusters Score -2.122948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Entering Unmasked Estep 
Score: -327820.781250 Penalty: 1941.649658
	Iteration 0F: 2 clusters Score -327820.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -324849.875000 Penalty: 3883.299316
	Iteration 0F: 3 clusters Score -324849.9 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -325456.812500 Penalty: 3883.299316
	Iteration 1F: 3 clusters Score -325456.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -325681.593750 Penalty: 3883.299316
	Iteration 2F: 3 clusters Score -325681.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -325847.812500 Penalty: 3883.299316
	Iteration 3F: 3 clusters Score -325847.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -325995.312500 Penalty: 3883.299316
	Iteration 4Q: 3 clusters Score -325995.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -326144.093750 Penalty: 3883.299316
	Iteration 5Q: 3 clusters Score -326144.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -326275.843750 Penalty: 3883.299316
	Iteration 6Q: 3 clusters Score -326275.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -326369.625000 Penalty: 3883.299316
	Iteration 7Q: 3 clusters Score -326369.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -326449.937500 Penalty: 3883.299316
	Iteration 8Q: 3 clusters Score -326449.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -326516.656250 Penalty: 3883.299316
	Iteration 9Q: 3 clusters Score -326516.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -326552.250000 Penalty: 3883.299316
	Iteration 10Q: 3 clusters Score -326552.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -326588.343750 Penalty: 3883.299316
	Iteration 11Q: 3 clusters Score -326588.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -326630.687500 Penalty: 3883.299316
	Iteration 12Q: 3 clusters Score -326630.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -326670.812500 Penalty: 3883.299316
	Iteration 13Q: 3 clusters Score -326670.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -326702.437500 Penalty: 3883.299316
	Iteration 14Q: 3 clusters Score -326702.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -326732.187500 Penalty: 3883.299316
	Iteration 15Q: 3 clusters Score -326732.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -326763.156250 Penalty: 3883.299316
	Iteration 16Q: 3 clusters Score -326763.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -326785.093750 Penalty: 3883.299316
	Iteration 17Q: 3 clusters Score -326785.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -326808.593750 Penalty: 3883.299316
	Iteration 18Q: 3 clusters Score -326808.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -326828.187500 Penalty: 3883.299316
	Iteration 19Q: 3 clusters Score -326828.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -326841.218750 Penalty: 3883.299316
	Iteration 20F: 3 clusters Score -326841.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -326856.468750 Penalty: 3883.299316
	Iteration 21Q: 3 clusters Score -326856.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -326868.375000 Penalty: 3883.299316
	Iteration 22Q: 3 clusters Score -326868.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -326873.968750 Penalty: 3883.299316
	Iteration 23Q: 3 clusters Score -326874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -326876.437500 Penalty: 3883.299316
	Iteration 24Q: 3 clusters Score -326876.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -326877.281250 Penalty: 3883.299316
	Iteration 25Q: 3 clusters Score -326877.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -326877.281250 Penalty: 3883.299316
	Iteration 26F: 3 clusters Score -326877.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -118077.101562 Penalty: 1686.442139
	Iteration 0F: 2 clusters Score -118077.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -116247.351562 Penalty: 3372.884277
	Iteration 0F: 3 clusters Score -116247.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -116517.835938 Penalty: 3372.884277
	Iteration 1F: 3 clusters Score -116517.8 nChanged 44
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: -116591.226562 Penalty: 3372.884277
	Iteration 2Q: 3 clusters Score -116591.2 nChanged 24
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: -116625.250000 Penalty: 3372.884277
	Iteration 3Q: 3 clusters Score -116625.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -116648.687500 Penalty: 3372.884277
	Iteration 4Q: 3 clusters Score -116648.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -116664.960938 Penalty: 3372.884277
	Iteration 5Q: 3 clusters Score -116665 nChanged 9
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: -116677.695312 Penalty: 3372.884277
	Iteration 6Q: 3 clusters Score -116677.7 nChanged 5
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: -116682.601562 Penalty: 3372.884277
	Iteration 7Q: 3 clusters Score -116682.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -116688.429688 Penalty: 3372.884277
	Iteration 8Q: 3 clusters Score -116688.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -116691.062500 Penalty: 3372.884277
	Iteration 9Q: 3 clusters Score -116691.1 nChanged 2
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: -116693.429688 Penalty: 3372.884277
	Iteration 10Q: 3 clusters Score -116693.4 nChanged 3
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: -116697.367188 Penalty: 3372.884277
	Iteration 11Q: 3 clusters Score -116697.4 nChanged 5
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: -116706.875000 Penalty: 3372.884277
	Iteration 12Q: 3 clusters Score -116706.9 nChanged 6
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: -116724.554688 Penalty: 3372.884277
	Iteration 13Q: 3 clusters Score -116724.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -116750.351562 Penalty: 3372.884277
	Iteration 14Q: 3 clusters Score -116750.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -116775.804688 Penalty: 3372.884277
	Iteration 15Q: 3 clusters Score -116775.8 nChanged 15
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: -116799.164062 Penalty: 3372.884277
	Iteration 16Q: 3 clusters Score -116799.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -116817.445312 Penalty: 3372.884277
	Iteration 17Q: 3 clusters Score -116817.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -116829.593750 Penalty: 3372.884277
	Iteration 18Q: 3 clusters Score -116829.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -116877.468750 Penalty: 3372.884277
	Iteration 19Q: 3 clusters Score -116877.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -116921.296875 Penalty: 3372.884277
	Iteration 20F: 3 clusters Score -116921.3 nChanged 21
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: -116952.507812 Penalty: 3372.884277
	Iteration 21Q: 3 clusters Score -116952.5 nChanged 18
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: -116982.945312 Penalty: 3372.884277
	Iteration 22Q: 3 clusters Score -116982.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -117007.820312 Penalty: 3372.884277
	Iteration 23Q: 3 clusters Score -117007.8 nChanged 16
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: -117037.578125 Penalty: 3372.884277
	Iteration 24Q: 3 clusters Score -117037.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -117056.992188 Penalty: 3372.884277
	Iteration 25Q: 3 clusters Score -117057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -117070.125000 Penalty: 3372.884277
	Iteration 26Q: 3 clusters Score -117070.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -117078.203125 Penalty: 3372.884277
	Iteration 27Q: 3 clusters Score -117078.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -117080.187500 Penalty: 3372.884277
	Iteration 28Q: 3 clusters Score -117080.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -117080.187500 Penalty: 3372.884277
	Iteration 29F: 3 clusters Score -117080.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (170639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170639 members 
Entering Unmasked Estep 
Score: -22649144.000000 Penalty: 2987.731689
	Iteration 0F: 2 clusters Score -2.264914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85400 members 
Mstep: Class 2 contains 85239 members 
Entering Unmasked Estep 
Score: -22536908.000000 Penalty: 5975.463379
	Iteration 0F: 3 clusters Score -2.253691e+07 nChanged 81715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87673 members 
Mstep: Class 2 contains 82966 members 
Entering Unmasked Estep 
Score: -22583486.000000 Penalty: 5975.463379
	Iteration 1F: 3 clusters Score -2.258349e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89394 members 
Mstep: Class 2 contains 81245 members 
Entering Unmasked Estep 
Score: -22584244.000000 Penalty: 5975.463379
	Iteration 2Q: 3 clusters Score -2.258424e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92277 members 
Mstep: Class 2 contains 78362 members 
Entering Unmasked Estep 
Score: -22585376.000000 Penalty: 5975.463379
	Iteration 3Q: 3 clusters Score -2.258538e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96830 members 
Mstep: Class 2 contains 73809 members 
Entering Unmasked Estep 
Score: -22587556.000000 Penalty: 5975.463379
	Iteration 4Q: 3 clusters Score -2.258756e+07 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103758 members 
Mstep: Class 2 contains 66881 members 
Entering Unmasked Estep 
Score: -22591296.000000 Penalty: 5975.463379
	Iteration 5Q: 3 clusters Score -2.25913e+07 nChanged 10638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113504 members 
Mstep: Class 2 contains 57135 members 
Entering Unmasked Estep 
Score: -22597766.000000 Penalty: 5975.463379
	Iteration 6F: 3 clusters Score -2.259777e+07 nChanged 13258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126026 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -22607446.000000 Penalty: 5975.463379
	Iteration 7F: 3 clusters Score -2.260745e+07 nChanged 14479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140019 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -22620000.000000 Penalty: 5975.463379
	Iteration 8F: 3 clusters Score -2.262e+07 nChanged 12908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152675 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -22632072.000000 Penalty: 5975.463379
	Iteration 9F: 3 clusters Score -2.263207e+07 nChanged 9080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161679 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -22640170.000000 Penalty: 5975.463379
	Iteration 10F: 3 clusters Score -2.264017e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166513 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -22644146.000000 Penalty: 5975.463379
	Iteration 11Q: 3 clusters Score -2.264415e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168693 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -22645650.000000 Penalty: 5975.463379
	Iteration 12Q: 3 clusters Score -2.264565e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169574 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -22646294.000000 Penalty: 5975.463379
	Iteration 13Q: 3 clusters Score -2.264629e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169890 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -22646494.000000 Penalty: 5975.463379
	Iteration 14Q: 3 clusters Score -2.264649e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170024 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -22646608.000000 Penalty: 5975.463379
	Iteration 15Q: 3 clusters Score -2.264661e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170096 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -22646634.000000 Penalty: 5975.463379
	Iteration 16Q: 3 clusters Score -2.264663e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170131 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -22646690.000000 Penalty: 5975.463379
	Iteration 17Q: 3 clusters Score -2.264669e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170144 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -22646714.000000 Penalty: 5975.463379
	Iteration 18Q: 3 clusters Score -2.264671e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170161 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -22646724.000000 Penalty: 5975.463379
	Iteration 19Q: 3 clusters Score -2.264672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170166 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -22646734.000000 Penalty: 5975.463379
	Iteration 20F: 3 clusters Score -2.264673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170168 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -22646734.000000 Penalty: 5975.463379
	Iteration 21Q: 3 clusters Score -2.264673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170167 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -22646738.000000 Penalty: 5975.463379
	Iteration 22Q: 3 clusters Score -2.264674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170166 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -22646750.000000 Penalty: 5975.463379
	Iteration 23Q: 3 clusters Score -2.264675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170164 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -22646738.000000 Penalty: 5975.463379
	Iteration 24Q: 3 clusters Score -2.264674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170165 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -22646748.000000 Penalty: 5975.463379
	Iteration 25Q: 3 clusters Score -2.264675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170165 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -22646748.000000 Penalty: 5975.463379
	Iteration 26F: 3 clusters Score -2.264675e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Entering Unmasked Estep 
Score: -381965.500000 Penalty: 1976.057373
	Iteration 0F: 2 clusters Score -381965.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -378765.375000 Penalty: 3952.114746
	Iteration 0F: 3 clusters Score -378765.4 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -379416.343750 Penalty: 3952.114746
	Iteration 1F: 3 clusters Score -379416.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -379556.125000 Penalty: 3952.114746
	Iteration 2F: 3 clusters Score -379556.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -379625.062500 Penalty: 3952.114746
	Iteration 3Q: 3 clusters Score -379625.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -379668.812500 Penalty: 3952.114746
	Iteration 4Q: 3 clusters Score -379668.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -379705.312500 Penalty: 3952.114746
	Iteration 5Q: 3 clusters Score -379705.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -379732.093750 Penalty: 3952.114746
	Iteration 6Q: 3 clusters Score -379732.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -379762.906250 Penalty: 3952.114746
	Iteration 7Q: 3 clusters Score -379762.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -379787.406250 Penalty: 3952.114746
	Iteration 8Q: 3 clusters Score -379787.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -379799.593750 Penalty: 3952.114746
	Iteration 9Q: 3 clusters Score -379799.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -379809.687500 Penalty: 3952.114746
	Iteration 10Q: 3 clusters Score -379809.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -379817.593750 Penalty: 3952.114746
	Iteration 11Q: 3 clusters Score -379817.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -379826.375000 Penalty: 3952.114746
	Iteration 12Q: 3 clusters Score -379826.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -379836.312500 Penalty: 3952.114746
	Iteration 13Q: 3 clusters Score -379836.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -379846.281250 Penalty: 3952.114746
	Iteration 14Q: 3 clusters Score -379846.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -379861.593750 Penalty: 3952.114746
	Iteration 15Q: 3 clusters Score -379861.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -379877.500000 Penalty: 3952.114746
	Iteration 16Q: 3 clusters Score -379877.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -379894.187500 Penalty: 3952.114746
	Iteration 17Q: 3 clusters Score -379894.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -379907.625000 Penalty: 3952.114746
	Iteration 18Q: 3 clusters Score -379907.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -379920.218750 Penalty: 3952.114746
	Iteration 19Q: 3 clusters Score -379920.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -379923.500000 Penalty: 3952.114746
	Iteration 20F: 3 clusters Score -379923.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -379927.531250 Penalty: 3952.114746
	Iteration 21Q: 3 clusters Score -379927.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -379933.781250 Penalty: 3952.114746
	Iteration 22Q: 3 clusters Score -379933.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -379938.093750 Penalty: 3952.114746
	Iteration 23Q: 3 clusters Score -379938.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -379942.062500 Penalty: 3952.114746
	Iteration 24Q: 3 clusters Score -379942.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -379947.687500 Penalty: 3952.114746
	Iteration 25Q: 3 clusters Score -379947.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -379953.062500 Penalty: 3952.114746
	Iteration 26Q: 3 clusters Score -379953.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -379958.781250 Penalty: 3952.114746
	Iteration 27Q: 3 clusters Score -379958.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -379964.375000 Penalty: 3952.114746
	Iteration 28Q: 3 clusters Score -379964.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -379967.093750 Penalty: 3952.114746
	Iteration 29Q: 3 clusters Score -379967.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -379971.500000 Penalty: 3952.114746
	Iteration 30Q: 3 clusters Score -379971.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -379974.031250 Penalty: 3952.114746
	Iteration 31Q: 3 clusters Score -379974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -379975.218750 Penalty: 3952.114746
	Iteration 32Q: 3 clusters Score -379975.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -379976.937500 Penalty: 3952.114746
	Iteration 33Q: 3 clusters Score -379976.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -379977.781250 Penalty: 3952.114746
	Iteration 34Q: 3 clusters Score -379977.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -379979.468750 Penalty: 3952.114746
	Iteration 35Q: 3 clusters Score -379979.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -379979.718750 Penalty: 3952.114746
	Iteration 36Q: 3 clusters Score -379979.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -379981.531250 Penalty: 3952.114746
	Iteration 37Q: 3 clusters Score -379981.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -379983.187500 Penalty: 3952.114746
	Iteration 38Q: 3 clusters Score -379983.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -379984.718750 Penalty: 3952.114746
	Iteration 39Q: 3 clusters Score -379984.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -379984.500000 Penalty: 3952.114746
	Iteration 40F: 3 clusters Score -379984.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -379986.312500 Penalty: 3952.114746
	Iteration 41Q: 3 clusters Score -379986.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -379990.156250 Penalty: 3952.114746
	Iteration 42Q: 3 clusters Score -379990.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -379995.531250 Penalty: 3952.114746
	Iteration 43Q: 3 clusters Score -379995.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -380001.906250 Penalty: 3952.114746
	Iteration 44Q: 3 clusters Score -380001.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -380007.062500 Penalty: 3952.114746
	Iteration 45Q: 3 clusters Score -380007.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -380009.906250 Penalty: 3952.114746
	Iteration 46Q: 3 clusters Score -380009.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -380012.031250 Penalty: 3952.114746
	Iteration 47Q: 3 clusters Score -380012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -380014.500000 Penalty: 3952.114746
	Iteration 48Q: 3 clusters Score -380014.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -380018.843750 Penalty: 3952.114746
	Iteration 49Q: 3 clusters Score -380018.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -380022.375000 Penalty: 3952.114746
	Iteration 50Q: 3 clusters Score -380022.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -380025.125000 Penalty: 3952.114746
	Iteration 51Q: 3 clusters Score -380025.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -380026.656250 Penalty: 3952.114746
	Iteration 52Q: 3 clusters Score -380026.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -380028.562500 Penalty: 3952.114746
	Iteration 53Q: 3 clusters Score -380028.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -380030.937500 Penalty: 3952.114746
	Iteration 54Q: 3 clusters Score -380030.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -380034.062500 Penalty: 3952.114746
	Iteration 55Q: 3 clusters Score -380034.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -380035.000000 Penalty: 3952.114746
	Iteration 56Q: 3 clusters Score -380035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -380035.375000 Penalty: 3952.114746
	Iteration 57Q: 3 clusters Score -380035.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -380036.375000 Penalty: 3952.114746
	Iteration 58Q: 3 clusters Score -380036.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -380036.375000 Penalty: 3952.114746
	Iteration 59F: 3 clusters Score -380036.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (51464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Entering Unmasked Estep 
Score: -6941461.000000 Penalty: 2690.462158
	Iteration 0F: 2 clusters Score -6941461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -6906701.500000 Penalty: 5380.924316
	Iteration 0F: 3 clusters Score -6906702 nChanged 23833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -6919817.500000 Penalty: 5380.924316
	Iteration 1F: 3 clusters Score -6919818 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -6920371.500000 Penalty: 5380.924316
	Iteration 2Q: 3 clusters Score -6920372 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -6920847.000000 Penalty: 5380.924316
	Iteration 3Q: 3 clusters Score -6920847 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -6921365.500000 Penalty: 5380.924316
	Iteration 4Q: 3 clusters Score -6921366 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -6922133.500000 Penalty: 5380.924316
	Iteration 5Q: 3 clusters Score -6922134 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -6923216.000000 Penalty: 5380.924316
	Iteration 6Q: 3 clusters Score -6923216 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -6924856.500000 Penalty: 5380.924316
	Iteration 7F: 3 clusters Score -6924856 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -6927412.000000 Penalty: 5380.924316
	Iteration 8F: 3 clusters Score -6927412 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -6930810.000000 Penalty: 5380.924316
	Iteration 9F: 3 clusters Score -6930810 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -6934461.500000 Penalty: 5380.924316
	Iteration 10F: 3 clusters Score -6934462 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -6936956.000000 Penalty: 5380.924316
	Iteration 11F: 3 clusters Score -6936956 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -6938025.000000 Penalty: 5380.924316
	Iteration 12Q: 3 clusters Score -6938025 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -6938408.000000 Penalty: 5380.924316
	Iteration 13Q: 3 clusters Score -6938408 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -6938668.000000 Penalty: 5380.924316
	Iteration 14Q: 3 clusters Score -6938668 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -6938836.000000 Penalty: 5380.924316
	Iteration 15Q: 3 clusters Score -6938836 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -6938950.500000 Penalty: 5380.924316
	Iteration 16Q: 3 clusters Score -6938950 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -6939004.500000 Penalty: 5380.924316
	Iteration 17Q: 3 clusters Score -6939004 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -6939039.500000 Penalty: 5380.924316
	Iteration 18Q: 3 clusters Score -6939040 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -6939133.000000 Penalty: 5380.924316
	Iteration 19Q: 3 clusters Score -6939133 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -6939196.500000 Penalty: 5380.924316
	Iteration 20F: 3 clusters Score -6939196 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -6939272.500000 Penalty: 5380.924316
	Iteration 21Q: 3 clusters Score -6939272 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -6939327.500000 Penalty: 5380.924316
	Iteration 22Q: 3 clusters Score -6939328 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -6939353.500000 Penalty: 5380.924316
	Iteration 23Q: 3 clusters Score -6939354 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -6939377.500000 Penalty: 5380.924316
	Iteration 24Q: 3 clusters Score -6939378 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -6939389.500000 Penalty: 5380.924316
	Iteration 25Q: 3 clusters Score -6939390 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -6939422.000000 Penalty: 5380.924316
	Iteration 26Q: 3 clusters Score -6939422 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -6939434.000000 Penalty: 5380.924316
	Iteration 27Q: 3 clusters Score -6939434 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -6939455.000000 Penalty: 5380.924316
	Iteration 28Q: 3 clusters Score -6939455 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -6939487.000000 Penalty: 5380.924316
	Iteration 29Q: 3 clusters Score -6939487 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -6939488.000000 Penalty: 5380.924316
	Iteration 30Q: 3 clusters Score -6939488 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -6939515.500000 Penalty: 5380.924316
	Iteration 31Q: 3 clusters Score -6939516 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -6939517.500000 Penalty: 5380.924316
	Iteration 32Q: 3 clusters Score -6939518 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -6939532.500000 Penalty: 5380.924316
	Iteration 33Q: 3 clusters Score -6939532 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -6939529.000000 Penalty: 5380.924316
	Iteration 34Q: 3 clusters Score -6939529 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -6939531.500000 Penalty: 5380.924316
	Iteration 35Q: 3 clusters Score -6939532 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -6939525.500000 Penalty: 5380.924316
	Iteration 36Q: 3 clusters Score -6939526 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -6939523.500000 Penalty: 5380.924316
	Iteration 37Q: 3 clusters Score -6939524 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -6939540.000000 Penalty: 5380.924316
	Iteration 38Q: 3 clusters Score -6939540 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -6939531.500000 Penalty: 5380.924316
	Iteration 39Q: 3 clusters Score -6939532 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -6939551.000000 Penalty: 5380.924316
	Iteration 40F: 3 clusters Score -6939551 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -6939572.500000 Penalty: 5380.924316
	Iteration 41Q: 3 clusters Score -6939572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48299 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -6939579.500000 Penalty: 5380.924316
	Iteration 42Q: 3 clusters Score -6939580 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -6939575.000000 Penalty: 5380.924316
	Iteration 43Q: 3 clusters Score -6939575 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -6939611.500000 Penalty: 5380.924316
	Iteration 44Q: 3 clusters Score -6939612 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -6939616.500000 Penalty: 5380.924316
	Iteration 45Q: 3 clusters Score -6939616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -6939613.000000 Penalty: 5380.924316
	Iteration 46Q: 3 clusters Score -6939613 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -6939619.000000 Penalty: 5380.924316
	Iteration 47Q: 3 clusters Score -6939619 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -6939629.000000 Penalty: 5380.924316
	Iteration 48Q: 3 clusters Score -6939629 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -6939652.500000 Penalty: 5380.924316
	Iteration 49Q: 3 clusters Score -6939652 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -6939668.500000 Penalty: 5380.924316
	Iteration 50Q: 3 clusters Score -6939668 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -6939666.500000 Penalty: 5380.924316
	Iteration 51Q: 3 clusters Score -6939666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48745 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -6939673.000000 Penalty: 5380.924316
	Iteration 52Q: 3 clusters Score -6939673 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -6939682.000000 Penalty: 5380.924316
	Iteration 53Q: 3 clusters Score -6939682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -6939697.500000 Penalty: 5380.924316
	Iteration 54Q: 3 clusters Score -6939698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -6939697.000000 Penalty: 5380.924316
	Iteration 55Q: 3 clusters Score -6939697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48860 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -6939691.500000 Penalty: 5380.924316
	Iteration 56Q: 3 clusters Score -6939692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -6939709.000000 Penalty: 5380.924316
	Iteration 57Q: 3 clusters Score -6939709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -6939717.500000 Penalty: 5380.924316
	Iteration 58Q: 3 clusters Score -6939718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -6939723.000000 Penalty: 5380.924316
	Iteration 59Q: 3 clusters Score -6939723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -6939725.500000 Penalty: 5380.924316
	Iteration 60F: 3 clusters Score -6939726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -6939729.000000 Penalty: 5380.924316
	Iteration 61Q: 3 clusters Score -6939729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -6939733.500000 Penalty: 5380.924316
	Iteration 62Q: 3 clusters Score -6939734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -6939731.000000 Penalty: 5380.924316
	Iteration 63Q: 3 clusters Score -6939731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -6939728.500000 Penalty: 5380.924316
	Iteration 64Q: 3 clusters Score -6939728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -6939731.500000 Penalty: 5380.924316
	Iteration 65Q: 3 clusters Score -6939732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49039 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -6939742.000000 Penalty: 5380.924316
	Iteration 66Q: 3 clusters Score -6939742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -6939737.000000 Penalty: 5380.924316
	Iteration 67Q: 3 clusters Score -6939737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -6939749.000000 Penalty: 5380.924316
	Iteration 68Q: 3 clusters Score -6939749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -6939752.000000 Penalty: 5380.924316
	Iteration 69Q: 3 clusters Score -6939752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -6939752.000000 Penalty: 5380.924316
	Iteration 70Q: 3 clusters Score -6939752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -6939750.000000 Penalty: 5380.924316
	Iteration 71Q: 3 clusters Score -6939750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -6939760.000000 Penalty: 5380.924316
	Iteration 72Q: 3 clusters Score -6939760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -6939755.000000 Penalty: 5380.924316
	Iteration 73Q: 3 clusters Score -6939755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -6939756.000000 Penalty: 5380.924316
	Iteration 74Q: 3 clusters Score -6939756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -6939761.500000 Penalty: 5380.924316
	Iteration 75Q: 3 clusters Score -6939762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -6939768.000000 Penalty: 5380.924316
	Iteration 76Q: 3 clusters Score -6939768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -6939768.000000 Penalty: 5380.924316
	Iteration 77Q: 3 clusters Score -6939768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -6939763.000000 Penalty: 5380.924316
	Iteration 78Q: 3 clusters Score -6939763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -6939766.500000 Penalty: 5380.924316
	Iteration 79Q: 3 clusters Score -6939766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -6939768.000000 Penalty: 5380.924316
	Iteration 80F: 3 clusters Score -6939768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -6939775.000000 Penalty: 5380.924316
	Iteration 81Q: 3 clusters Score -6939775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -6939773.500000 Penalty: 5380.924316
	Iteration 82Q: 3 clusters Score -6939774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -6939773.500000 Penalty: 5380.924316
	Iteration 83F: 3 clusters Score -6939774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -134197.687500 Penalty: 1739.451050
	Iteration 0F: 2 clusters Score -134197.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -132219.250000 Penalty: 3478.902100
	Iteration 0F: 3 clusters Score -132219.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -132683.296875 Penalty: 3478.902100
	Iteration 1F: 3 clusters Score -132683.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -132958.390625 Penalty: 3478.902100
	Iteration 2F: 3 clusters Score -132958.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -133206.390625 Penalty: 3478.902100
	Iteration 3F: 3 clusters Score -133206.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -133344.562500 Penalty: 3478.902100
	Iteration 4F: 3 clusters Score -133344.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -133444.234375 Penalty: 3478.902100
	Iteration 5Q: 3 clusters Score -133444.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -133523.312500 Penalty: 3478.902100
	Iteration 6Q: 3 clusters Score -133523.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -133605.484375 Penalty: 3478.902100
	Iteration 7Q: 3 clusters Score -133605.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -133653.000000 Penalty: 3478.902100
	Iteration 8Q: 3 clusters Score -133653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -133692.031250 Penalty: 3478.902100
	Iteration 9Q: 3 clusters Score -133692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -133724.296875 Penalty: 3478.902100
	Iteration 10Q: 3 clusters Score -133724.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -133797.640625 Penalty: 3478.902100
	Iteration 11Q: 3 clusters Score -133797.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -134047.953125 Penalty: 3478.902100
	Iteration 12Q: 3 clusters Score -134048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -134370.265625 Penalty: 3478.902100
	Iteration 13Q: 3 clusters Score -134370.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -134437.187500 Penalty: 3478.902100
	Iteration 14Q: 3 clusters Score -134437.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -134470.500000 Penalty: 3478.902100
	Iteration 15Q: 3 clusters Score -134470.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -134496.265625 Penalty: 3478.902100
	Iteration 16Q: 3 clusters Score -134496.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -134507.515625 Penalty: 3478.902100
	Iteration 17Q: 3 clusters Score -134507.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -134521.546875 Penalty: 3478.902100
	Iteration 18Q: 3 clusters Score -134521.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -134552.312500 Penalty: 3478.902100
	Iteration 19Q: 3 clusters Score -134552.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -134582.406250 Penalty: 3478.902100
	Iteration 20F: 3 clusters Score -134582.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -134611.609375 Penalty: 3478.902100
	Iteration 21Q: 3 clusters Score -134611.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -134648.640625 Penalty: 3478.902100
	Iteration 22Q: 3 clusters Score -134648.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -134685.796875 Penalty: 3478.902100
	Iteration 23Q: 3 clusters Score -134685.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -134751.609375 Penalty: 3478.902100
	Iteration 24Q: 3 clusters Score -134751.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -134806.609375 Penalty: 3478.902100
	Iteration 25Q: 3 clusters Score -134806.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -134808.859375 Penalty: 3478.902100
	Iteration 26Q: 3 clusters Score -134808.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -134811.359375 Penalty: 3478.902100
	Iteration 27Q: 3 clusters Score -134811.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -134811.359375 Penalty: 3478.902100
	Iteration 28F: 3 clusters Score -134811.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160173 members 
Mstep: Class 2 contains 2513 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170639 members 
Mstep: Class 5 contains 2887 members 
Mstep: Class 6 contains 51464 members 
Mstep: Class 7 contains 830 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 6368 members 
Mstep: Class 10 contains 4632 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169820 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9132 members 
Mstep: Class 15 contains 164348 members 
Mstep: Class 16 contains 165011 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25014 members 
Mstep: Class 20 contains 52216 members 
Mstep: Class 21 contains 158899 members 
Mstep: Class 22 contains 81666 members 
Mstep: Class 23 contains 148160 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 282 members 
Entering Unmasked Estep 
Score: -180407936.000000 Penalty: 91161.578125
Splitting cluster 7 changes total score from -180409376.000000 to -180407936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -173071.218750 Penalty: 1790.107910
	Iteration 0F: 2 clusters Score -173071.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -170894.109375 Penalty: 3580.215820
	Iteration 0F: 3 clusters Score -170894.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -171265.421875 Penalty: 3580.215820
	Iteration 1F: 3 clusters Score -171265.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -171376.750000 Penalty: 3580.215820
	Iteration 2F: 3 clusters Score -171376.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -171450.781250 Penalty: 3580.215820
	Iteration 3Q: 3 clusters Score -171450.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -171518.812500 Penalty: 3580.215820
	Iteration 4Q: 3 clusters Score -171518.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -171569.515625 Penalty: 3580.215820
	Iteration 5Q: 3 clusters Score -171569.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -171612.281250 Penalty: 3580.215820
	Iteration 6Q: 3 clusters Score -171612.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -171638.484375 Penalty: 3580.215820
	Iteration 7Q: 3 clusters Score -171638.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -171659.484375 Penalty: 3580.215820
	Iteration 8Q: 3 clusters Score -171659.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -171684.921875 Penalty: 3580.215820
	Iteration 9Q: 3 clusters Score -171684.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -171707.625000 Penalty: 3580.215820
	Iteration 10Q: 3 clusters Score -171707.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -171723.296875 Penalty: 3580.215820
	Iteration 11Q: 3 clusters Score -171723.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -171742.437500 Penalty: 3580.215820
	Iteration 12Q: 3 clusters Score -171742.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -171760.828125 Penalty: 3580.215820
	Iteration 13Q: 3 clusters Score -171760.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -171770.125000 Penalty: 3580.215820
	Iteration 14Q: 3 clusters Score -171770.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -171775.281250 Penalty: 3580.215820
	Iteration 15Q: 3 clusters Score -171775.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -171777.718750 Penalty: 3580.215820
	Iteration 16Q: 3 clusters Score -171777.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -171779.687500 Penalty: 3580.215820
	Iteration 17Q: 3 clusters Score -171779.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -171781.968750 Penalty: 3580.215820
	Iteration 18Q: 3 clusters Score -171782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -171783.843750 Penalty: 3580.215820
	Iteration 19Q: 3 clusters Score -171783.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -171786.140625 Penalty: 3580.215820
	Iteration 20F: 3 clusters Score -171786.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -171789.328125 Penalty: 3580.215820
	Iteration 21Q: 3 clusters Score -171789.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -171791.406250 Penalty: 3580.215820
	Iteration 22Q: 3 clusters Score -171791.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -171794.609375 Penalty: 3580.215820
	Iteration 23Q: 3 clusters Score -171794.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -171797.984375 Penalty: 3580.215820
	Iteration 24Q: 3 clusters Score -171798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -171801.484375 Penalty: 3580.215820
	Iteration 25Q: 3 clusters Score -171801.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -171804.171875 Penalty: 3580.215820
	Iteration 26Q: 3 clusters Score -171804.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -171812.171875 Penalty: 3580.215820
	Iteration 27Q: 3 clusters Score -171812.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -171823.218750 Penalty: 3580.215820
	Iteration 28Q: 3 clusters Score -171823.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -171837.796875 Penalty: 3580.215820
	Iteration 29Q: 3 clusters Score -171837.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -171842.312500 Penalty: 3580.215820
	Iteration 30Q: 3 clusters Score -171842.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -171843.921875 Penalty: 3580.215820
	Iteration 31Q: 3 clusters Score -171843.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -171843.921875 Penalty: 3580.215820
	Iteration 32F: 3 clusters Score -171843.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Entering Unmasked Estep 
Score: -806368.500000 Penalty: 2172.242188
	Iteration 0F: 2 clusters Score -806368.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -801065.500000 Penalty: 4344.484375
	Iteration 0F: 3 clusters Score -801065.5 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -802425.562500 Penalty: 4344.484375
	Iteration 1F: 3 clusters Score -802425.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -802767.750000 Penalty: 4344.484375
	Iteration 2F: 3 clusters Score -802767.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -803213.062500 Penalty: 4344.484375
	Iteration 3F: 3 clusters Score -803213.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -803715.375000 Penalty: 4344.484375
	Iteration 4F: 3 clusters Score -803715.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -804067.250000 Penalty: 4344.484375
	Iteration 5F: 3 clusters Score -804067.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -804308.000000 Penalty: 4344.484375
	Iteration 6F: 3 clusters Score -804308 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -804481.562500 Penalty: 4344.484375
	Iteration 7Q: 3 clusters Score -804481.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -804596.250000 Penalty: 4344.484375
	Iteration 8Q: 3 clusters Score -804596.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -804678.000000 Penalty: 4344.484375
	Iteration 9Q: 3 clusters Score -804678 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -804738.500000 Penalty: 4344.484375
	Iteration 10Q: 3 clusters Score -804738.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -804778.312500 Penalty: 4344.484375
	Iteration 11Q: 3 clusters Score -804778.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -804814.750000 Penalty: 4344.484375
	Iteration 12Q: 3 clusters Score -804814.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -804836.750000 Penalty: 4344.484375
	Iteration 13Q: 3 clusters Score -804836.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -804856.500000 Penalty: 4344.484375
	Iteration 14Q: 3 clusters Score -804856.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -804871.375000 Penalty: 4344.484375
	Iteration 15Q: 3 clusters Score -804871.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -804883.625000 Penalty: 4344.484375
	Iteration 16Q: 3 clusters Score -804883.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -804891.312500 Penalty: 4344.484375
	Iteration 17Q: 3 clusters Score -804891.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -804896.000000 Penalty: 4344.484375
	Iteration 18Q: 3 clusters Score -804896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -804900.812500 Penalty: 4344.484375
	Iteration 19Q: 3 clusters Score -804900.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -804904.812500 Penalty: 4344.484375
	Iteration 20F: 3 clusters Score -804904.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -804907.375000 Penalty: 4344.484375
	Iteration 21Q: 3 clusters Score -804907.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -804912.937500 Penalty: 4344.484375
	Iteration 22Q: 3 clusters Score -804912.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -804923.625000 Penalty: 4344.484375
	Iteration 23Q: 3 clusters Score -804923.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -804931.062500 Penalty: 4344.484375
	Iteration 24Q: 3 clusters Score -804931.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -804935.312500 Penalty: 4344.484375
	Iteration 25Q: 3 clusters Score -804935.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -804939.937500 Penalty: 4344.484375
	Iteration 26Q: 3 clusters Score -804939.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -804949.062500 Penalty: 4344.484375
	Iteration 27Q: 3 clusters Score -804949.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -804955.687500 Penalty: 4344.484375
	Iteration 28Q: 3 clusters Score -804955.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -804959.750000 Penalty: 4344.484375
	Iteration 29Q: 3 clusters Score -804959.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -804962.062500 Penalty: 4344.484375
	Iteration 30Q: 3 clusters Score -804962.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -804963.812500 Penalty: 4344.484375
	Iteration 31Q: 3 clusters Score -804963.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -804963.937500 Penalty: 4344.484375
	Iteration 32Q: 3 clusters Score -804963.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -804963.375000 Penalty: 4344.484375
	Iteration 33Q: 3 clusters Score -804963.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -804965.875000 Penalty: 4344.484375
	Iteration 34Q: 3 clusters Score -804965.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -804969.625000 Penalty: 4344.484375
	Iteration 35Q: 3 clusters Score -804969.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -804972.812500 Penalty: 4344.484375
	Iteration 36Q: 3 clusters Score -804972.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -804973.625000 Penalty: 4344.484375
	Iteration 37Q: 3 clusters Score -804973.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -804976.437500 Penalty: 4344.484375
	Iteration 38Q: 3 clusters Score -804976.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -804979.000000 Penalty: 4344.484375
	Iteration 39Q: 3 clusters Score -804979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -804981.687500 Penalty: 4344.484375
	Iteration 40F: 3 clusters Score -804981.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -804982.312500 Penalty: 4344.484375
	Iteration 41Q: 3 clusters Score -804982.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -804980.750000 Penalty: 4344.484375
	Iteration 42Q: 3 clusters Score -804980.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -804982.312500 Penalty: 4344.484375
	Iteration 43Q: 3 clusters Score -804982.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -804984.125000 Penalty: 4344.484375
	Iteration 44Q: 3 clusters Score -804984.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -804984.562500 Penalty: 4344.484375
	Iteration 45Q: 3 clusters Score -804984.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -804984.125000 Penalty: 4344.484375
	Iteration 46Q: 3 clusters Score -804984.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -804984.250000 Penalty: 4344.484375
	Iteration 47Q: 3 clusters Score -804984.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -804987.750000 Penalty: 4344.484375
	Iteration 48Q: 3 clusters Score -804987.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -804986.375000 Penalty: 4344.484375
	Iteration 49Q: 3 clusters Score -804986.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -804986.375000 Penalty: 4344.484375
	Iteration 50F: 3 clusters Score -804986.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Entering Unmasked Estep 
Score: -611125.687500 Penalty: 2093.304688
	Iteration 0F: 2 clusters Score -611125.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -606881.812500 Penalty: 4186.609375
	Iteration 0F: 3 clusters Score -606881.8 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -607801.250000 Penalty: 4186.609375
	Iteration 1F: 3 clusters Score -607801.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -607969.937500 Penalty: 4186.609375
	Iteration 2F: 3 clusters Score -607969.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -608088.687500 Penalty: 4186.609375
	Iteration 3Q: 3 clusters Score -608088.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -608171.687500 Penalty: 4186.609375
	Iteration 4Q: 3 clusters Score -608171.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -608236.000000 Penalty: 4186.609375
	Iteration 5Q: 3 clusters Score -608236 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -608284.937500 Penalty: 4186.609375
	Iteration 6Q: 3 clusters Score -608284.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -608324.750000 Penalty: 4186.609375
	Iteration 7Q: 3 clusters Score -608324.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -608351.000000 Penalty: 4186.609375
	Iteration 8Q: 3 clusters Score -608351 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -608366.750000 Penalty: 4186.609375
	Iteration 9Q: 3 clusters Score -608366.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -608379.187500 Penalty: 4186.609375
	Iteration 10Q: 3 clusters Score -608379.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -608388.562500 Penalty: 4186.609375
	Iteration 11Q: 3 clusters Score -608388.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -608395.875000 Penalty: 4186.609375
	Iteration 12Q: 3 clusters Score -608395.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -608400.250000 Penalty: 4186.609375
	Iteration 13Q: 3 clusters Score -608400.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -608407.625000 Penalty: 4186.609375
	Iteration 14Q: 3 clusters Score -608407.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -608415.875000 Penalty: 4186.609375
	Iteration 15Q: 3 clusters Score -608415.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -608425.812500 Penalty: 4186.609375
	Iteration 16Q: 3 clusters Score -608425.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -608438.000000 Penalty: 4186.609375
	Iteration 17Q: 3 clusters Score -608438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -608452.312500 Penalty: 4186.609375
	Iteration 18Q: 3 clusters Score -608452.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -608466.625000 Penalty: 4186.609375
	Iteration 19Q: 3 clusters Score -608466.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -608478.250000 Penalty: 4186.609375
	Iteration 20F: 3 clusters Score -608478.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -608492.250000 Penalty: 4186.609375
	Iteration 21Q: 3 clusters Score -608492.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -608512.187500 Penalty: 4186.609375
	Iteration 22Q: 3 clusters Score -608512.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -608530.312500 Penalty: 4186.609375
	Iteration 23Q: 3 clusters Score -608530.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -608548.500000 Penalty: 4186.609375
	Iteration 24Q: 3 clusters Score -608548.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -608570.250000 Penalty: 4186.609375
	Iteration 25Q: 3 clusters Score -608570.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -608597.312500 Penalty: 4186.609375
	Iteration 26Q: 3 clusters Score -608597.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -608627.750000 Penalty: 4186.609375
	Iteration 27Q: 3 clusters Score -608627.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -608663.750000 Penalty: 4186.609375
	Iteration 28Q: 3 clusters Score -608663.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -608699.812500 Penalty: 4186.609375
	Iteration 29Q: 3 clusters Score -608699.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -608728.125000 Penalty: 4186.609375
	Iteration 30Q: 3 clusters Score -608728.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -608747.687500 Penalty: 4186.609375
	Iteration 31Q: 3 clusters Score -608747.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -608759.812500 Penalty: 4186.609375
	Iteration 32Q: 3 clusters Score -608759.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -608778.312500 Penalty: 4186.609375
	Iteration 33Q: 3 clusters Score -608778.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -608791.562500 Penalty: 4186.609375
	Iteration 34Q: 3 clusters Score -608791.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -608802.125000 Penalty: 4186.609375
	Iteration 35Q: 3 clusters Score -608802.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -608811.500000 Penalty: 4186.609375
	Iteration 36Q: 3 clusters Score -608811.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -608814.375000 Penalty: 4186.609375
	Iteration 37Q: 3 clusters Score -608814.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -608815.375000 Penalty: 4186.609375
	Iteration 38Q: 3 clusters Score -608815.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -608819.187500 Penalty: 4186.609375
	Iteration 39Q: 3 clusters Score -608819.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -608822.312500 Penalty: 4186.609375
	Iteration 40F: 3 clusters Score -608822.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -608825.750000 Penalty: 4186.609375
	Iteration 41Q: 3 clusters Score -608825.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -608829.500000 Penalty: 4186.609375
	Iteration 42Q: 3 clusters Score -608829.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -608833.687500 Penalty: 4186.609375
	Iteration 43Q: 3 clusters Score -608833.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -608835.937500 Penalty: 4186.609375
	Iteration 44Q: 3 clusters Score -608835.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -608838.625000 Penalty: 4186.609375
	Iteration 45Q: 3 clusters Score -608838.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -608843.875000 Penalty: 4186.609375
	Iteration 46Q: 3 clusters Score -608843.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -608848.312500 Penalty: 4186.609375
	Iteration 47Q: 3 clusters Score -608848.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -608854.937500 Penalty: 4186.609375
	Iteration 48Q: 3 clusters Score -608854.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -608864.250000 Penalty: 4186.609375
	Iteration 49Q: 3 clusters Score -608864.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -608868.875000 Penalty: 4186.609375
	Iteration 50Q: 3 clusters Score -608868.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -608875.000000 Penalty: 4186.609375
	Iteration 51Q: 3 clusters Score -608875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -608879.375000 Penalty: 4186.609375
	Iteration 52Q: 3 clusters Score -608879.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -608881.187500 Penalty: 4186.609375
	Iteration 53Q: 3 clusters Score -608881.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -608883.687500 Penalty: 4186.609375
	Iteration 54Q: 3 clusters Score -608883.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -608885.000000 Penalty: 4186.609375
	Iteration 55Q: 3 clusters Score -608885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -608887.500000 Penalty: 4186.609375
	Iteration 56Q: 3 clusters Score -608887.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -608889.062500 Penalty: 4186.609375
	Iteration 57Q: 3 clusters Score -608889.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -608893.625000 Penalty: 4186.609375
	Iteration 58Q: 3 clusters Score -608893.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -608897.500000 Penalty: 4186.609375
	Iteration 59Q: 3 clusters Score -608897.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -608904.500000 Penalty: 4186.609375
	Iteration 60F: 3 clusters Score -608904.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -608911.187500 Penalty: 4186.609375
	Iteration 61Q: 3 clusters Score -608911.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -608915.312500 Penalty: 4186.609375
	Iteration 62Q: 3 clusters Score -608915.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -608920.562500 Penalty: 4186.609375
	Iteration 63Q: 3 clusters Score -608920.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -608922.937500 Penalty: 4186.609375
	Iteration 64Q: 3 clusters Score -608922.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -608924.562500 Penalty: 4186.609375
	Iteration 65Q: 3 clusters Score -608924.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -608927.437500 Penalty: 4186.609375
	Iteration 66Q: 3 clusters Score -608927.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -608930.812500 Penalty: 4186.609375
	Iteration 67Q: 3 clusters Score -608930.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -608933.812500 Penalty: 4186.609375
	Iteration 68Q: 3 clusters Score -608933.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -608937.750000 Penalty: 4186.609375
	Iteration 69Q: 3 clusters Score -608937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -608938.750000 Penalty: 4186.609375
	Iteration 70Q: 3 clusters Score -608938.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -608942.812500 Penalty: 4186.609375
	Iteration 71Q: 3 clusters Score -608942.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -608947.750000 Penalty: 4186.609375
	Iteration 72Q: 3 clusters Score -608947.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -608951.062500 Penalty: 4186.609375
	Iteration 73Q: 3 clusters Score -608951.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -608955.062500 Penalty: 4186.609375
	Iteration 74Q: 3 clusters Score -608955.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -608959.312500 Penalty: 4186.609375
	Iteration 75Q: 3 clusters Score -608959.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -608964.687500 Penalty: 4186.609375
	Iteration 76Q: 3 clusters Score -608964.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -608971.250000 Penalty: 4186.609375
	Iteration 77Q: 3 clusters Score -608971.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -608974.250000 Penalty: 4186.609375
	Iteration 78Q: 3 clusters Score -608974.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -608979.000000 Penalty: 4186.609375
	Iteration 79Q: 3 clusters Score -608979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -608983.062500 Penalty: 4186.609375
	Iteration 80F: 3 clusters Score -608983.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -608985.562500 Penalty: 4186.609375
	Iteration 81Q: 3 clusters Score -608985.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -608991.375000 Penalty: 4186.609375
	Iteration 82Q: 3 clusters Score -608991.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -608996.625000 Penalty: 4186.609375
	Iteration 83Q: 3 clusters Score -608996.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -609000.937500 Penalty: 4186.609375
	Iteration 84Q: 3 clusters Score -609000.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -609008.812500 Penalty: 4186.609375
	Iteration 85Q: 3 clusters Score -609008.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -609013.500000 Penalty: 4186.609375
	Iteration 86Q: 3 clusters Score -609013.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -609019.375000 Penalty: 4186.609375
	Iteration 87Q: 3 clusters Score -609019.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -609022.500000 Penalty: 4186.609375
	Iteration 88Q: 3 clusters Score -609022.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -609024.875000 Penalty: 4186.609375
	Iteration 89Q: 3 clusters Score -609024.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -609025.625000 Penalty: 4186.609375
	Iteration 90Q: 3 clusters Score -609025.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -609027.375000 Penalty: 4186.609375
	Iteration 91Q: 3 clusters Score -609027.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -609030.250000 Penalty: 4186.609375
	Iteration 92Q: 3 clusters Score -609030.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -609030.500000 Penalty: 4186.609375
	Iteration 93Q: 3 clusters Score -609030.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -609031.937500 Penalty: 4186.609375
	Iteration 94Q: 3 clusters Score -609031.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -609034.250000 Penalty: 4186.609375
	Iteration 95Q: 3 clusters Score -609034.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -609037.875000 Penalty: 4186.609375
	Iteration 96Q: 3 clusters Score -609037.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -609037.312500 Penalty: 4186.609375
	Iteration 97Q: 3 clusters Score -609037.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -609038.687500 Penalty: 4186.609375
	Iteration 98Q: 3 clusters Score -609038.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -609039.375000 Penalty: 4186.609375
	Iteration 99Q: 3 clusters Score -609039.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -609041.125000 Penalty: 4186.609375
	Iteration 100F: 3 clusters Score -609041.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -609041.500000 Penalty: 4186.609375
	Iteration 101Q: 3 clusters Score -609041.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -609043.500000 Penalty: 4186.609375
	Iteration 102Q: 3 clusters Score -609043.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -609045.000000 Penalty: 4186.609375
	Iteration 103Q: 3 clusters Score -609045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -609046.187500 Penalty: 4186.609375
	Iteration 104Q: 3 clusters Score -609046.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -609051.187500 Penalty: 4186.609375
	Iteration 105Q: 3 clusters Score -609051.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -609052.937500 Penalty: 4186.609375
	Iteration 106Q: 3 clusters Score -609052.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -609054.812500 Penalty: 4186.609375
	Iteration 107Q: 3 clusters Score -609054.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -609056.375000 Penalty: 4186.609375
	Iteration 108Q: 3 clusters Score -609056.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -609059.812500 Penalty: 4186.609375
	Iteration 109Q: 3 clusters Score -609059.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -609061.687500 Penalty: 4186.609375
	Iteration 110Q: 3 clusters Score -609061.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -609067.187500 Penalty: 4186.609375
	Iteration 111Q: 3 clusters Score -609067.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -609070.375000 Penalty: 4186.609375
	Iteration 112Q: 3 clusters Score -609070.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -609072.750000 Penalty: 4186.609375
	Iteration 113Q: 3 clusters Score -609072.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -609077.937500 Penalty: 4186.609375
	Iteration 114Q: 3 clusters Score -609077.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -609081.125000 Penalty: 4186.609375
	Iteration 115Q: 3 clusters Score -609081.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -609085.250000 Penalty: 4186.609375
	Iteration 116Q: 3 clusters Score -609085.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -609088.812500 Penalty: 4186.609375
	Iteration 117Q: 3 clusters Score -609088.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -609096.375000 Penalty: 4186.609375
	Iteration 118Q: 3 clusters Score -609096.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -609103.437500 Penalty: 4186.609375
	Iteration 119Q: 3 clusters Score -609103.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -609108.812500 Penalty: 4186.609375
	Iteration 120F: 3 clusters Score -609108.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -609113.625000 Penalty: 4186.609375
	Iteration 121Q: 3 clusters Score -609113.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -609121.750000 Penalty: 4186.609375
	Iteration 122Q: 3 clusters Score -609121.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -609127.812500 Penalty: 4186.609375
	Iteration 123Q: 3 clusters Score -609127.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -609135.187500 Penalty: 4186.609375
	Iteration 124Q: 3 clusters Score -609135.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -609145.937500 Penalty: 4186.609375
	Iteration 125Q: 3 clusters Score -609145.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -609156.437500 Penalty: 4186.609375
	Iteration 126Q: 3 clusters Score -609156.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -609163.312500 Penalty: 4186.609375
	Iteration 127Q: 3 clusters Score -609163.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -609171.000000 Penalty: 4186.609375
	Iteration 128Q: 3 clusters Score -609171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -609175.437500 Penalty: 4186.609375
	Iteration 129Q: 3 clusters Score -609175.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -609178.812500 Penalty: 4186.609375
	Iteration 130Q: 3 clusters Score -609178.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -609184.062500 Penalty: 4186.609375
	Iteration 131Q: 3 clusters Score -609184.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -609191.500000 Penalty: 4186.609375
	Iteration 132Q: 3 clusters Score -609191.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -609199.750000 Penalty: 4186.609375
	Iteration 133Q: 3 clusters Score -609199.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -609208.750000 Penalty: 4186.609375
	Iteration 134Q: 3 clusters Score -609208.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -609217.000000 Penalty: 4186.609375
	Iteration 135Q: 3 clusters Score -609217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -609220.500000 Penalty: 4186.609375
	Iteration 136Q: 3 clusters Score -609220.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -609222.875000 Penalty: 4186.609375
	Iteration 137Q: 3 clusters Score -609222.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -609225.125000 Penalty: 4186.609375
	Iteration 138Q: 3 clusters Score -609225.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -609226.312500 Penalty: 4186.609375
	Iteration 139Q: 3 clusters Score -609226.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -609227.062500 Penalty: 4186.609375
	Iteration 140F: 3 clusters Score -609227.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -609229.187500 Penalty: 4186.609375
	Iteration 141Q: 3 clusters Score -609229.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -609230.687500 Penalty: 4186.609375
	Iteration 142Q: 3 clusters Score -609230.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -609233.250000 Penalty: 4186.609375
	Iteration 143Q: 3 clusters Score -609233.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -609233.250000 Penalty: 4186.609375
	Iteration 144F: 3 clusters Score -609233.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -74900.015625 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -74900.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -73286.914062 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -73286.91 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -73453.218750 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -73453.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -73502.468750 Penalty: 3184.317383
	Iteration 2Q: 3 clusters Score -73502.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -73523.445312 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -73523.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -73534.343750 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -73534.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -73543.273438 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -73543.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -73547.265625 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -73547.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -73548.773438 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -73548.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -73548.773438 Penalty: 3184.317383
	Iteration 8F: 3 clusters Score -73548.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (169820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169820 members 
Entering Unmasked Estep 
Score: -22743988.000000 Penalty: 2986.538818
	Iteration 0F: 2 clusters Score -2.274399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85078 members 
Mstep: Class 2 contains 84742 members 
Entering Unmasked Estep 
Score: -22636880.000000 Penalty: 5973.077637
	Iteration 0F: 3 clusters Score -2.263688e+07 nChanged 81281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87109 members 
Mstep: Class 2 contains 82711 members 
Entering Unmasked Estep 
Score: -22684476.000000 Penalty: 5973.077637
	Iteration 1F: 3 clusters Score -2.268448e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88318 members 
Mstep: Class 2 contains 81502 members 
Entering Unmasked Estep 
Score: -22685254.000000 Penalty: 5973.077637
	Iteration 2Q: 3 clusters Score -2.268525e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89931 members 
Mstep: Class 2 contains 79889 members 
Entering Unmasked Estep 
Score: -22686176.000000 Penalty: 5973.077637
	Iteration 3Q: 3 clusters Score -2.268618e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92350 members 
Mstep: Class 2 contains 77470 members 
Entering Unmasked Estep 
Score: -22687444.000000 Penalty: 5973.077637
	Iteration 4Q: 3 clusters Score -2.268744e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95946 members 
Mstep: Class 2 contains 73874 members 
Entering Unmasked Estep 
Score: -22689418.000000 Penalty: 5973.077637
	Iteration 5Q: 3 clusters Score -2.268942e+07 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101068 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -22692524.000000 Penalty: 5973.077637
	Iteration 6Q: 3 clusters Score -2.269252e+07 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108295 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
Score: -22697426.000000 Penalty: 5973.077637
	Iteration 7F: 3 clusters Score -2.269743e+07 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117783 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -22705382.000000 Penalty: 5973.077637
	Iteration 8F: 3 clusters Score -2.270538e+07 nChanged 11632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128877 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -22715208.000000 Penalty: 5973.077637
	Iteration 9F: 3 clusters Score -2.271521e+07 nChanged 11204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139723 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -22724716.000000 Penalty: 5973.077637
	Iteration 10F: 3 clusters Score -2.272472e+07 nChanged 9192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148703 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -22732512.000000 Penalty: 5973.077637
	Iteration 11F: 3 clusters Score -2.273251e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155748 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -22737762.000000 Penalty: 5973.077637
	Iteration 12Q: 3 clusters Score -2.273776e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160500 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -22740310.000000 Penalty: 5973.077637
	Iteration 13Q: 3 clusters Score -2.274031e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163603 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -22741364.000000 Penalty: 5973.077637
	Iteration 14Q: 3 clusters Score -2.274136e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165527 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -22741542.000000 Penalty: 5973.077637
	Iteration 15Q: 3 clusters Score -2.274154e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166629 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -22741762.000000 Penalty: 5973.077637
	Iteration 16Q: 3 clusters Score -2.274176e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167272 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -22741842.000000 Penalty: 5973.077637
	Iteration 17Q: 3 clusters Score -2.274184e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167672 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -22741936.000000 Penalty: 5973.077637
	Iteration 18Q: 3 clusters Score -2.274194e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167937 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -22741964.000000 Penalty: 5973.077637
	Iteration 19Q: 3 clusters Score -2.274196e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168095 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -22742006.000000 Penalty: 5973.077637
	Iteration 20F: 3 clusters Score -2.274201e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168196 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -22742010.000000 Penalty: 5973.077637
	Iteration 21Q: 3 clusters Score -2.274201e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168262 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -22742034.000000 Penalty: 5973.077637
	Iteration 22Q: 3 clusters Score -2.274203e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168314 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -22742024.000000 Penalty: 5973.077637
	Iteration 23Q: 3 clusters Score -2.274202e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168368 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -22742024.000000 Penalty: 5973.077637
	Iteration 24Q: 3 clusters Score -2.274202e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168413 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -22742060.000000 Penalty: 5973.077637
	Iteration 25Q: 3 clusters Score -2.274206e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168454 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -22742082.000000 Penalty: 5973.077637
	Iteration 26Q: 3 clusters Score -2.274208e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168490 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -22742094.000000 Penalty: 5973.077637
	Iteration 27Q: 3 clusters Score -2.274209e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168515 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -22742098.000000 Penalty: 5973.077637
	Iteration 28Q: 3 clusters Score -2.27421e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168525 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -22742114.000000 Penalty: 5973.077637
	Iteration 29Q: 3 clusters Score -2.274211e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168536 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -22742134.000000 Penalty: 5973.077637
	Iteration 30Q: 3 clusters Score -2.274213e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168550 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -22742108.000000 Penalty: 5973.077637
	Iteration 31Q: 3 clusters Score -2.274211e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168563 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -22742082.000000 Penalty: 5973.077637
	Iteration 32Q: 3 clusters Score -2.274208e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168570 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -22742114.000000 Penalty: 5973.077637
	Iteration 33Q: 3 clusters Score -2.274211e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168581 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -22742100.000000 Penalty: 5973.077637
	Iteration 34Q: 3 clusters Score -2.27421e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168589 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -22742092.000000 Penalty: 5973.077637
	Iteration 35Q: 3 clusters Score -2.274209e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168602 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -22742100.000000 Penalty: 5973.077637
	Iteration 36Q: 3 clusters Score -2.27421e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168616 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -22742106.000000 Penalty: 5973.077637
	Iteration 37Q: 3 clusters Score -2.274211e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168627 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -22742090.000000 Penalty: 5973.077637
	Iteration 38Q: 3 clusters Score -2.274209e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168640 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -22742082.000000 Penalty: 5973.077637
	Iteration 39Q: 3 clusters Score -2.274208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168648 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -22742098.000000 Penalty: 5973.077637
	Iteration 40F: 3 clusters Score -2.27421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168654 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -22742106.000000 Penalty: 5973.077637
	Iteration 41Q: 3 clusters Score -2.274211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168656 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -22742098.000000 Penalty: 5973.077637
	Iteration 42Q: 3 clusters Score -2.27421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168659 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -22742076.000000 Penalty: 5973.077637
	Iteration 43Q: 3 clusters Score -2.274208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168659 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -22742076.000000 Penalty: 5973.077637
	Iteration 44F: 3 clusters Score -2.274208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Entering Unmasked Estep 
Score: -268797.875000 Penalty: 1885.271729
	Iteration 0F: 2 clusters Score -268797.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -266180.468750 Penalty: 3770.543457
	Iteration 0F: 3 clusters Score -266180.5 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -266594.218750 Penalty: 3770.543457
	Iteration 1F: 3 clusters Score -266594.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -266725.968750 Penalty: 3770.543457
	Iteration 2F: 3 clusters Score -266726 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -266781.718750 Penalty: 3770.543457
	Iteration 3Q: 3 clusters Score -266781.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -266823.343750 Penalty: 3770.543457
	Iteration 4Q: 3 clusters Score -266823.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -266855.656250 Penalty: 3770.543457
	Iteration 5Q: 3 clusters Score -266855.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -266870.406250 Penalty: 3770.543457
	Iteration 6Q: 3 clusters Score -266870.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -266879.593750 Penalty: 3770.543457
	Iteration 7Q: 3 clusters Score -266879.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -266882.843750 Penalty: 3770.543457
	Iteration 8Q: 3 clusters Score -266882.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -266885.750000 Penalty: 3770.543457
	Iteration 9Q: 3 clusters Score -266885.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -266892.375000 Penalty: 3770.543457
	Iteration 10Q: 3 clusters Score -266892.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -266894.281250 Penalty: 3770.543457
	Iteration 11Q: 3 clusters Score -266894.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -266895.281250 Penalty: 3770.543457
	Iteration 12Q: 3 clusters Score -266895.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -266896.593750 Penalty: 3770.543457
	Iteration 13Q: 3 clusters Score -266896.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -266897.593750 Penalty: 3770.543457
	Iteration 14Q: 3 clusters Score -266897.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -266898.250000 Penalty: 3770.543457
	Iteration 15Q: 3 clusters Score -266898.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -266898.375000 Penalty: 3770.543457
	Iteration 16Q: 3 clusters Score -266898.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -266898.375000 Penalty: 3770.543457
	Iteration 17F: 3 clusters Score -266898.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Entering Unmasked Estep 
Score: -1232548.625000 Penalty: 2261.645996
	Iteration 0F: 2 clusters Score -1232549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1225416.625000 Penalty: 4523.291992
	Iteration 0F: 3 clusters Score -1225417 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1227421.750000 Penalty: 4523.291992
	Iteration 1F: 3 clusters Score -1227422 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1227697.750000 Penalty: 4523.291992
	Iteration 2F: 3 clusters Score -1227698 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1227873.625000 Penalty: 4523.291992
	Iteration 3Q: 3 clusters Score -1227874 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1227992.375000 Penalty: 4523.291992
	Iteration 4Q: 3 clusters Score -1227992 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1228090.750000 Penalty: 4523.291992
	Iteration 5Q: 3 clusters Score -1228091 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1228178.000000 Penalty: 4523.291992
	Iteration 6Q: 3 clusters Score -1228178 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1228277.000000 Penalty: 4523.291992
	Iteration 7Q: 3 clusters Score -1228277 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1228367.750000 Penalty: 4523.291992
	Iteration 8Q: 3 clusters Score -1228368 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1228451.500000 Penalty: 4523.291992
	Iteration 9Q: 3 clusters Score -1228452 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1228542.000000 Penalty: 4523.291992
	Iteration 10Q: 3 clusters Score -1228542 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1228634.250000 Penalty: 4523.291992
	Iteration 11Q: 3 clusters Score -1228634 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1228741.875000 Penalty: 4523.291992
	Iteration 12Q: 3 clusters Score -1228742 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1228889.250000 Penalty: 4523.291992
	Iteration 13Q: 3 clusters Score -1228889 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1229049.750000 Penalty: 4523.291992
	Iteration 14Q: 3 clusters Score -1229050 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1229220.875000 Penalty: 4523.291992
	Iteration 15Q: 3 clusters Score -1229221 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1229383.125000 Penalty: 4523.291992
	Iteration 16Q: 3 clusters Score -1229383 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1229551.000000 Penalty: 4523.291992
	Iteration 17Q: 3 clusters Score -1229551 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1229726.750000 Penalty: 4523.291992
	Iteration 18Q: 3 clusters Score -1229727 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1229900.750000 Penalty: 4523.291992
	Iteration 19Q: 3 clusters Score -1229901 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1230052.875000 Penalty: 4523.291992
	Iteration 20F: 3 clusters Score -1230053 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1230167.000000 Penalty: 4523.291992
	Iteration 21Q: 3 clusters Score -1230167 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1230239.375000 Penalty: 4523.291992
	Iteration 22Q: 3 clusters Score -1230239 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1230300.250000 Penalty: 4523.291992
	Iteration 23Q: 3 clusters Score -1230300 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1230339.875000 Penalty: 4523.291992
	Iteration 24Q: 3 clusters Score -1230340 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1230372.250000 Penalty: 4523.291992
	Iteration 25Q: 3 clusters Score -1230372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1230402.000000 Penalty: 4523.291992
	Iteration 26Q: 3 clusters Score -1230402 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1230429.625000 Penalty: 4523.291992
	Iteration 27Q: 3 clusters Score -1230430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1230454.875000 Penalty: 4523.291992
	Iteration 28Q: 3 clusters Score -1230455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1230475.125000 Penalty: 4523.291992
	Iteration 29Q: 3 clusters Score -1230475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1230495.500000 Penalty: 4523.291992
	Iteration 30Q: 3 clusters Score -1230496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1230507.000000 Penalty: 4523.291992
	Iteration 31Q: 3 clusters Score -1230507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1230519.875000 Penalty: 4523.291992
	Iteration 32Q: 3 clusters Score -1230520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1230526.125000 Penalty: 4523.291992
	Iteration 33Q: 3 clusters Score -1230526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1230532.750000 Penalty: 4523.291992
	Iteration 34Q: 3 clusters Score -1230533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1230544.750000 Penalty: 4523.291992
	Iteration 35Q: 3 clusters Score -1230545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1230559.250000 Penalty: 4523.291992
	Iteration 36Q: 3 clusters Score -1230559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1230563.750000 Penalty: 4523.291992
	Iteration 37Q: 3 clusters Score -1230564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1230563.250000 Penalty: 4523.291992
	Iteration 38Q: 3 clusters Score -1230563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1230567.625000 Penalty: 4523.291992
	Iteration 39Q: 3 clusters Score -1230568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1230568.500000 Penalty: 4523.291992
	Iteration 40F: 3 clusters Score -1230568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1230568.250000 Penalty: 4523.291992
	Iteration 41Q: 3 clusters Score -1230568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1230568.250000 Penalty: 4523.291992
	Iteration 42F: 3 clusters Score -1230568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (164348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164348 members 
Entering Unmasked Estep 
Score: -21796648.000000 Penalty: 2978.416016
	Iteration 0F: 2 clusters Score -2.179665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82225 members 
Mstep: Class 2 contains 82123 members 
Entering Unmasked Estep 
Score: -21689944.000000 Penalty: 5956.832031
	Iteration 0F: 3 clusters Score -2.168994e+07 nChanged 78534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84861 members 
Mstep: Class 2 contains 79487 members 
Entering Unmasked Estep 
Score: -21735212.000000 Penalty: 5956.832031
	Iteration 1F: 3 clusters Score -2.173521e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86594 members 
Mstep: Class 2 contains 77754 members 
Entering Unmasked Estep 
Score: -21736164.000000 Penalty: 5956.832031
	Iteration 2Q: 3 clusters Score -2.173616e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89204 members 
Mstep: Class 2 contains 75144 members 
Entering Unmasked Estep 
Score: -21737326.000000 Penalty: 5956.832031
	Iteration 3Q: 3 clusters Score -2.173733e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93121 members 
Mstep: Class 2 contains 71227 members 
Entering Unmasked Estep 
Score: -21738928.000000 Penalty: 5956.832031
	Iteration 4Q: 3 clusters Score -2.173893e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98803 members 
Mstep: Class 2 contains 65545 members 
Entering Unmasked Estep 
Score: -21741696.000000 Penalty: 5956.832031
	Iteration 5Q: 3 clusters Score -2.17417e+07 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106952 members 
Mstep: Class 2 contains 57396 members 
Entering Unmasked Estep 
Score: -21746380.000000 Penalty: 5956.832031
	Iteration 6F: 3 clusters Score -2.174638e+07 nChanged 11390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117684 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -21753918.000000 Penalty: 5956.832031
	Iteration 7F: 3 clusters Score -2.175392e+07 nChanged 13006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130414 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -21764362.000000 Penalty: 5956.832031
	Iteration 8F: 3 clusters Score -2.176436e+07 nChanged 12941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143279 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -21776606.000000 Penalty: 5956.832031
	Iteration 9F: 3 clusters Score -2.177661e+07 nChanged 10189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153446 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -21786632.000000 Penalty: 5956.832031
	Iteration 10F: 3 clusters Score -2.178663e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159822 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -21792094.000000 Penalty: 5956.832031
	Iteration 11Q: 3 clusters Score -2.179209e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162717 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -21793558.000000 Penalty: 5956.832031
	Iteration 12Q: 3 clusters Score -2.179356e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163642 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -21793870.000000 Penalty: 5956.832031
	Iteration 13Q: 3 clusters Score -2.179387e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163927 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -21794040.000000 Penalty: 5956.832031
	Iteration 14Q: 3 clusters Score -2.179404e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164014 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -21794076.000000 Penalty: 5956.832031
	Iteration 15Q: 3 clusters Score -2.179408e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164041 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -21794130.000000 Penalty: 5956.832031
	Iteration 16Q: 3 clusters Score -2.179413e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164057 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -21794126.000000 Penalty: 5956.832031
	Iteration 17Q: 3 clusters Score -2.179413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164061 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -21794124.000000 Penalty: 5956.832031
	Iteration 18Q: 3 clusters Score -2.179412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164062 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -21794126.000000 Penalty: 5956.832031
	Iteration 19Q: 3 clusters Score -2.179413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164063 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -21794126.000000 Penalty: 5956.832031
	Iteration 20F: 3 clusters Score -2.179413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164064 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21794142.000000 Penalty: 5956.832031
	Iteration 21Q: 3 clusters Score -2.179414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164068 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -21794136.000000 Penalty: 5956.832031
	Iteration 22Q: 3 clusters Score -2.179414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164067 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21794128.000000 Penalty: 5956.832031
	Iteration 23Q: 3 clusters Score -2.179413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164067 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21794128.000000 Penalty: 5956.832031
	Iteration 24F: 3 clusters Score -2.179413e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (165011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165011 members 
Entering Unmasked Estep 
Score: -22653672.000000 Penalty: 2979.414307
	Iteration 0F: 2 clusters Score -2.265367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82539 members 
Mstep: Class 2 contains 82472 members 
Entering Unmasked Estep 
Score: -22546794.000000 Penalty: 5958.828613
	Iteration 0F: 3 clusters Score -2.254679e+07 nChanged 79152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81751 members 
Mstep: Class 2 contains 83260 members 
Entering Unmasked Estep 
Score: -22592916.000000 Penalty: 5958.828613
	Iteration 1F: 3 clusters Score -2.259292e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81447 members 
Mstep: Class 2 contains 83564 members 
Entering Unmasked Estep 
Score: -22593708.000000 Penalty: 5958.828613
	Iteration 2Q: 3 clusters Score -2.259371e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80846 members 
Mstep: Class 2 contains 84165 members 
Entering Unmasked Estep 
Score: -22594298.000000 Penalty: 5958.828613
	Iteration 3Q: 3 clusters Score -2.25943e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79795 members 
Mstep: Class 2 contains 85216 members 
Entering Unmasked Estep 
Score: -22595088.000000 Penalty: 5958.828613
	Iteration 4Q: 3 clusters Score -2.259509e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78251 members 
Mstep: Class 2 contains 86760 members 
Entering Unmasked Estep 
Score: -22595986.000000 Penalty: 5958.828613
	Iteration 5Q: 3 clusters Score -2.259599e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76073 members 
Mstep: Class 2 contains 88938 members 
Entering Unmasked Estep 
Score: -22597072.000000 Penalty: 5958.828613
	Iteration 6Q: 3 clusters Score -2.259707e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72966 members 
Mstep: Class 2 contains 92045 members 
Entering Unmasked Estep 
Score: -22598468.000000 Penalty: 5958.828613
	Iteration 7Q: 3 clusters Score -2.259847e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68513 members 
Mstep: Class 2 contains 96498 members 
Entering Unmasked Estep 
Score: -22600498.000000 Penalty: 5958.828613
	Iteration 8Q: 3 clusters Score -2.26005e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62402 members 
Mstep: Class 2 contains 102609 members 
Entering Unmasked Estep 
Score: -22603730.000000 Penalty: 5958.828613
	Iteration 9Q: 3 clusters Score -2.260373e+07 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 110880 members 
Entering Unmasked Estep 
Score: -22608806.000000 Penalty: 5958.828613
	Iteration 10F: 3 clusters Score -2.260881e+07 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 121366 members 
Entering Unmasked Estep 
Score: -22616616.000000 Penalty: 5958.828613
	Iteration 11F: 3 clusters Score -2.261662e+07 nChanged 11562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 132742 members 
Entering Unmasked Estep 
Score: -22625934.000000 Penalty: 5958.828613
	Iteration 12F: 3 clusters Score -2.262593e+07 nChanged 10691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 143375 members 
Entering Unmasked Estep 
Score: -22635262.000000 Penalty: 5958.828613
	Iteration 13F: 3 clusters Score -2.263526e+07 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 151755 members 
Entering Unmasked Estep 
Score: -22642350.000000 Penalty: 5958.828613
	Iteration 14F: 3 clusters Score -2.264235e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 157395 members 
Entering Unmasked Estep 
Score: -22646486.000000 Penalty: 5958.828613
	Iteration 15Q: 3 clusters Score -2.264649e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 160783 members 
Entering Unmasked Estep 
Score: -22648666.000000 Penalty: 5958.828613
	Iteration 16Q: 3 clusters Score -2.264867e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 162707 members 
Entering Unmasked Estep 
Score: -22649718.000000 Penalty: 5958.828613
	Iteration 17Q: 3 clusters Score -2.264972e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 163722 members 
Entering Unmasked Estep 
Score: -22650352.000000 Penalty: 5958.828613
	Iteration 18Q: 3 clusters Score -2.265035e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 164187 members 
Entering Unmasked Estep 
Score: -22650654.000000 Penalty: 5958.828613
	Iteration 19Q: 3 clusters Score -2.265065e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 164406 members 
Entering Unmasked Estep 
Score: -22650788.000000 Penalty: 5958.828613
	Iteration 20F: 3 clusters Score -2.265079e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 164497 members 
Entering Unmasked Estep 
Score: -22650882.000000 Penalty: 5958.828613
	Iteration 21Q: 3 clusters Score -2.265088e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 164558 members 
Entering Unmasked Estep 
Score: -22650960.000000 Penalty: 5958.828613
	Iteration 22Q: 3 clusters Score -2.265096e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 164591 members 
Entering Unmasked Estep 
Score: -22650984.000000 Penalty: 5958.828613
	Iteration 23Q: 3 clusters Score -2.265098e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 164604 members 
Entering Unmasked Estep 
Score: -22651014.000000 Penalty: 5958.828613
	Iteration 24Q: 3 clusters Score -2.265101e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 164614 members 
Entering Unmasked Estep 
Score: -22651046.000000 Penalty: 5958.828613
	Iteration 25Q: 3 clusters Score -2.265105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 164621 members 
Entering Unmasked Estep 
Score: -22651042.000000 Penalty: 5958.828613
	Iteration 26Q: 3 clusters Score -2.265104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 164627 members 
Entering Unmasked Estep 
Score: -22651018.000000 Penalty: 5958.828613
	Iteration 27Q: 3 clusters Score -2.265102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 164629 members 
Entering Unmasked Estep 
Score: -22651036.000000 Penalty: 5958.828613
	Iteration 28Q: 3 clusters Score -2.265104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 164630 members 
Entering Unmasked Estep 
Score: -22651040.000000 Penalty: 5958.828613
	Iteration 29Q: 3 clusters Score -2.265104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 164633 members 
Entering Unmasked Estep 
Score: -22651034.000000 Penalty: 5958.828613
	Iteration 30Q: 3 clusters Score -2.265103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 164636 members 
Entering Unmasked Estep 
Score: -22651036.000000 Penalty: 5958.828613
	Iteration 31Q: 3 clusters Score -2.265104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 164638 members 
Entering Unmasked Estep 
Score: -22651028.000000 Penalty: 5958.828613
	Iteration 32Q: 3 clusters Score -2.265103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 164639 members 
Entering Unmasked Estep 
Score: -22651032.000000 Penalty: 5958.828613
	Iteration 33Q: 3 clusters Score -2.265103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 164639 members 
Entering Unmasked Estep 
Score: -22651032.000000 Penalty: 5958.828613
	Iteration 34F: 3 clusters Score -2.265103e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -26146.324219 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -26146.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25051.804688 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -25051.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -25347.812500 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -25347.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -25512.462891 Penalty: 2732.656738
	Iteration 2F: 3 clusters Score -25512.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -25751.277344 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -25751.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -25818.070312 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -25818.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -25882.710938 Penalty: 2732.656738
	Iteration 5Q: 3 clusters Score -25882.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -25882.710938 Penalty: 2732.656738
	Iteration 6F: 3 clusters Score -25882.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -50624.753906 Penalty: 1517.288086
	Iteration 0F: 2 clusters Score -50624.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49249.148438 Penalty: 3034.576172
	Iteration 0F: 3 clusters Score -49249.15 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49562.156250 Penalty: 3034.576172
	Iteration 1F: 3 clusters Score -49562.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49817.843750 Penalty: 3034.576172
	Iteration 2F: 3 clusters Score -49817.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50152.152344 Penalty: 3034.576172
	Iteration 3F: 3 clusters Score -50152.15 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -50489.093750 Penalty: 3034.576172
	Iteration 4F: 3 clusters Score -50489.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50731.246094 Penalty: 3034.576172
	Iteration 5F: 3 clusters Score -50731.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51199.835938 Penalty: 3034.576172
	Iteration 6Q: 3 clusters Score -51199.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -51356.878906 Penalty: 3034.576172
	Iteration 7Q: 3 clusters Score -51356.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -51360.187500 Penalty: 3034.576172
	Iteration 8Q: 3 clusters Score -51360.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -51360.187500 Penalty: 3034.576172
	Iteration 9F: 3 clusters Score -51360.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160173 members 
Mstep: Class 2 contains 2513 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170639 members 
Mstep: Class 5 contains 2887 members 
Mstep: Class 6 contains 51464 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 6368 members 
Mstep: Class 10 contains 4632 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169820 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9132 members 
Mstep: Class 15 contains 164348 members 
Mstep: Class 16 contains 165011 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 316 members 
Mstep: Class 19 contains 25014 members 
Mstep: Class 20 contains 52216 members 
Mstep: Class 21 contains 158899 members 
Mstep: Class 22 contains 81666 members 
Mstep: Class 23 contains 148160 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 138 members 
Entering Unmasked Estep 
Score: -180407248.000000 Penalty: 91161.578125
Splitting cluster 18 changes total score from -180409376.000000 to -180407248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (25014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Entering Unmasked Estep 
Score: -3317521.500000 Penalty: 2511.543213
	Iteration 0F: 2 clusters Score -3317522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -3300180.500000 Penalty: 5023.086426
	Iteration 0F: 3 clusters Score -3300180 nChanged 11220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -3306239.750000 Penalty: 5023.086426
	Iteration 1F: 3 clusters Score -3306240 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3306791.500000 Penalty: 5023.086426
	Iteration 2F: 3 clusters Score -3306792 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -3307422.500000 Penalty: 5023.086426
	Iteration 3F: 3 clusters Score -3307422 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -3308229.500000 Penalty: 5023.086426
	Iteration 4F: 3 clusters Score -3308230 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -3309381.250000 Penalty: 5023.086426
	Iteration 5F: 3 clusters Score -3309381 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -3310781.500000 Penalty: 5023.086426
	Iteration 6F: 3 clusters Score -3310782 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -3312191.250000 Penalty: 5023.086426
	Iteration 7F: 3 clusters Score -3312191 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -3313490.000000 Penalty: 5023.086426
	Iteration 8F: 3 clusters Score -3313490 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -3314492.000000 Penalty: 5023.086426
	Iteration 9Q: 3 clusters Score -3314492 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -3315109.750000 Penalty: 5023.086426
	Iteration 10Q: 3 clusters Score -3315110 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -3315484.250000 Penalty: 5023.086426
	Iteration 11Q: 3 clusters Score -3315484 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -3315737.250000 Penalty: 5023.086426
	Iteration 12Q: 3 clusters Score -3315737 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -3315897.000000 Penalty: 5023.086426
	Iteration 13Q: 3 clusters Score -3315897 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -3315976.500000 Penalty: 5023.086426
	Iteration 14Q: 3 clusters Score -3315976 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -3316018.000000 Penalty: 5023.086426
	Iteration 15Q: 3 clusters Score -3316018 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3316042.750000 Penalty: 5023.086426
	Iteration 16Q: 3 clusters Score -3316043 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -3316061.500000 Penalty: 5023.086426
	Iteration 17Q: 3 clusters Score -3316062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -3316082.750000 Penalty: 5023.086426
	Iteration 18Q: 3 clusters Score -3316083 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -3316100.500000 Penalty: 5023.086426
	Iteration 19Q: 3 clusters Score -3316100 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -3316110.000000 Penalty: 5023.086426
	Iteration 20F: 3 clusters Score -3316110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -3316111.000000 Penalty: 5023.086426
	Iteration 21Q: 3 clusters Score -3316111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -3316120.750000 Penalty: 5023.086426
	Iteration 22Q: 3 clusters Score -3316121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -3316124.500000 Penalty: 5023.086426
	Iteration 23Q: 3 clusters Score -3316124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -3316129.000000 Penalty: 5023.086426
	Iteration 24Q: 3 clusters Score -3316129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -3316128.250000 Penalty: 5023.086426
	Iteration 25Q: 3 clusters Score -3316128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -3316142.500000 Penalty: 5023.086426
	Iteration 26Q: 3 clusters Score -3316142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -3316147.500000 Penalty: 5023.086426
	Iteration 27Q: 3 clusters Score -3316148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3316150.000000 Penalty: 5023.086426
	Iteration 28Q: 3 clusters Score -3316150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -3316149.750000 Penalty: 5023.086426
	Iteration 29Q: 3 clusters Score -3316150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -3316153.500000 Penalty: 5023.086426
	Iteration 30Q: 3 clusters Score -3316154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -3316156.250000 Penalty: 5023.086426
	Iteration 31Q: 3 clusters Score -3316156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -3316163.250000 Penalty: 5023.086426
	Iteration 32Q: 3 clusters Score -3316163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -3316160.750000 Penalty: 5023.086426
	Iteration 33Q: 3 clusters Score -3316161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3316157.500000 Penalty: 5023.086426
	Iteration 34Q: 3 clusters Score -3316158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -3316162.250000 Penalty: 5023.086426
	Iteration 35Q: 3 clusters Score -3316162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -3316166.000000 Penalty: 5023.086426
	Iteration 36Q: 3 clusters Score -3316166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -3316173.750000 Penalty: 5023.086426
	Iteration 37Q: 3 clusters Score -3316174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -3316181.500000 Penalty: 5023.086426
	Iteration 38Q: 3 clusters Score -3316182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -3316184.750000 Penalty: 5023.086426
	Iteration 39Q: 3 clusters Score -3316185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3316185.500000 Penalty: 5023.086426
	Iteration 40F: 3 clusters Score -3316186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -3316194.000000 Penalty: 5023.086426
	Iteration 41Q: 3 clusters Score -3316194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -3316205.000000 Penalty: 5023.086426
	Iteration 42Q: 3 clusters Score -3316205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -3316205.250000 Penalty: 5023.086426
	Iteration 43Q: 3 clusters Score -3316205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -3316212.500000 Penalty: 5023.086426
	Iteration 44Q: 3 clusters Score -3316212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -3316213.500000 Penalty: 5023.086426
	Iteration 45Q: 3 clusters Score -3316214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -3316218.750000 Penalty: 5023.086426
	Iteration 46Q: 3 clusters Score -3316219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3316218.250000 Penalty: 5023.086426
	Iteration 47Q: 3 clusters Score -3316218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -3316224.750000 Penalty: 5023.086426
	Iteration 48Q: 3 clusters Score -3316225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -3316223.500000 Penalty: 5023.086426
	Iteration 49Q: 3 clusters Score -3316224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -3316222.250000 Penalty: 5023.086426
	Iteration 50Q: 3 clusters Score -3316222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -3316227.750000 Penalty: 5023.086426
	Iteration 51Q: 3 clusters Score -3316228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -3316236.500000 Penalty: 5023.086426
	Iteration 52Q: 3 clusters Score -3316236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -3316239.250000 Penalty: 5023.086426
	Iteration 53Q: 3 clusters Score -3316239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -3316241.000000 Penalty: 5023.086426
	Iteration 54Q: 3 clusters Score -3316241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -3316243.000000 Penalty: 5023.086426
	Iteration 55Q: 3 clusters Score -3316243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -3316243.000000 Penalty: 5023.086426
	Iteration 56Q: 3 clusters Score -3316243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -3316239.500000 Penalty: 5023.086426
	Iteration 57Q: 3 clusters Score -3316240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -3316243.000000 Penalty: 5023.086426
	Iteration 58Q: 3 clusters Score -3316243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -3316240.500000 Penalty: 5023.086426
	Iteration 59Q: 3 clusters Score -3316240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -3316240.500000 Penalty: 5023.086426
	Iteration 60F: 3 clusters Score -3316240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (52216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Entering Unmasked Estep 
Score: -7019401.500000 Penalty: 2694.059570
	Iteration 0F: 2 clusters Score -7019402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -6984109.500000 Penalty: 5388.119141
	Iteration 0F: 3 clusters Score -6984110 nChanged 24206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -6997423.500000 Penalty: 5388.119141
	Iteration 1F: 3 clusters Score -6997424 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -6997937.500000 Penalty: 5388.119141
	Iteration 2Q: 3 clusters Score -6997938 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -6998471.000000 Penalty: 5388.119141
	Iteration 3Q: 3 clusters Score -6998471 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -6999129.000000 Penalty: 5388.119141
	Iteration 4Q: 3 clusters Score -6999129 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -6999991.500000 Penalty: 5388.119141
	Iteration 5Q: 3 clusters Score -6999992 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -7001105.000000 Penalty: 5388.119141
	Iteration 6Q: 3 clusters Score -7001105 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -7002370.000000 Penalty: 5388.119141
	Iteration 7Q: 3 clusters Score -7002370 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -7003913.500000 Penalty: 5388.119141
	Iteration 8Q: 3 clusters Score -7003914 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -7005720.000000 Penalty: 5388.119141
	Iteration 9F: 3 clusters Score -7005720 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -7007643.500000 Penalty: 5388.119141
	Iteration 10F: 3 clusters Score -7007644 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -7009444.000000 Penalty: 5388.119141
	Iteration 11F: 3 clusters Score -7009444 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -7010958.000000 Penalty: 5388.119141
	Iteration 12Q: 3 clusters Score -7010958 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -7012259.000000 Penalty: 5388.119141
	Iteration 13Q: 3 clusters Score -7012259 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -7013347.500000 Penalty: 5388.119141
	Iteration 14Q: 3 clusters Score -7013348 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -7014221.000000 Penalty: 5388.119141
	Iteration 15Q: 3 clusters Score -7014221 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -7014986.000000 Penalty: 5388.119141
	Iteration 16Q: 3 clusters Score -7014986 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48633 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -7015533.500000 Penalty: 5388.119141
	Iteration 17Q: 3 clusters Score -7015534 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -7015987.500000 Penalty: 5388.119141
	Iteration 18Q: 3 clusters Score -7015988 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -7016297.000000 Penalty: 5388.119141
	Iteration 19Q: 3 clusters Score -7016297 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -7016544.000000 Penalty: 5388.119141
	Iteration 20F: 3 clusters Score -7016544 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7016725.500000 Penalty: 5388.119141
	Iteration 21Q: 3 clusters Score -7016726 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -7016839.000000 Penalty: 5388.119141
	Iteration 22Q: 3 clusters Score -7016839 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -7016901.500000 Penalty: 5388.119141
	Iteration 23Q: 3 clusters Score -7016902 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -7016951.000000 Penalty: 5388.119141
	Iteration 24Q: 3 clusters Score -7016951 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -7016983.500000 Penalty: 5388.119141
	Iteration 25Q: 3 clusters Score -7016984 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7017028.500000 Penalty: 5388.119141
	Iteration 26Q: 3 clusters Score -7017028 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51202 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7017033.500000 Penalty: 5388.119141
	Iteration 27Q: 3 clusters Score -7017034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7017061.000000 Penalty: 5388.119141
	Iteration 28Q: 3 clusters Score -7017061 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51263 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7017074.500000 Penalty: 5388.119141
	Iteration 29Q: 3 clusters Score -7017074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -7017079.500000 Penalty: 5388.119141
	Iteration 30Q: 3 clusters Score -7017080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7017093.500000 Penalty: 5388.119141
	Iteration 31Q: 3 clusters Score -7017094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7017101.000000 Penalty: 5388.119141
	Iteration 32Q: 3 clusters Score -7017101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7017102.000000 Penalty: 5388.119141
	Iteration 33Q: 3 clusters Score -7017102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51345 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7017109.000000 Penalty: 5388.119141
	Iteration 34Q: 3 clusters Score -7017109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7017116.500000 Penalty: 5388.119141
	Iteration 35Q: 3 clusters Score -7017116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51363 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7017129.500000 Penalty: 5388.119141
	Iteration 36Q: 3 clusters Score -7017130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7017146.000000 Penalty: 5388.119141
	Iteration 37Q: 3 clusters Score -7017146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7017153.000000 Penalty: 5388.119141
	Iteration 38Q: 3 clusters Score -7017153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7017156.000000 Penalty: 5388.119141
	Iteration 39Q: 3 clusters Score -7017156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51411 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7017165.500000 Penalty: 5388.119141
	Iteration 40F: 3 clusters Score -7017166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7017177.500000 Penalty: 5388.119141
	Iteration 41Q: 3 clusters Score -7017178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51418 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7017176.000000 Penalty: 5388.119141
	Iteration 42Q: 3 clusters Score -7017176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51422 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7017182.000000 Penalty: 5388.119141
	Iteration 43Q: 3 clusters Score -7017182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7017188.000000 Penalty: 5388.119141
	Iteration 44Q: 3 clusters Score -7017188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51430 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7017185.000000 Penalty: 5388.119141
	Iteration 45Q: 3 clusters Score -7017185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -7017195.000000 Penalty: 5388.119141
	Iteration 46Q: 3 clusters Score -7017195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7017193.000000 Penalty: 5388.119141
	Iteration 47Q: 3 clusters Score -7017193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7017193.000000 Penalty: 5388.119141
	Iteration 48Q: 3 clusters Score -7017193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7017198.000000 Penalty: 5388.119141
	Iteration 49Q: 3 clusters Score -7017198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7017198.000000 Penalty: 5388.119141
	Iteration 50F: 3 clusters Score -7017198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (158899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158899 members 
Entering Unmasked Estep 
Score: -21167214.000000 Penalty: 2970.053955
	Iteration 0F: 2 clusters Score -2.116721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79460 members 
Mstep: Class 2 contains 79439 members 
Entering Unmasked Estep 
Score: -21063434.000000 Penalty: 5940.107910
	Iteration 0F: 3 clusters Score -2.106343e+07 nChanged 75873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80769 members 
Mstep: Class 2 contains 78130 members 
Entering Unmasked Estep 
Score: -21107438.000000 Penalty: 5940.107910
	Iteration 1F: 3 clusters Score -2.110744e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82095 members 
Mstep: Class 2 contains 76804 members 
Entering Unmasked Estep 
Score: -21108960.000000 Penalty: 5940.107910
	Iteration 2Q: 3 clusters Score -2.110896e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84170 members 
Mstep: Class 2 contains 74729 members 
Entering Unmasked Estep 
Score: -21110584.000000 Penalty: 5940.107910
	Iteration 3Q: 3 clusters Score -2.111058e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87344 members 
Mstep: Class 2 contains 71555 members 
Entering Unmasked Estep 
Score: -21113292.000000 Penalty: 5940.107910
	Iteration 4Q: 3 clusters Score -2.111329e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91806 members 
Mstep: Class 2 contains 67093 members 
Entering Unmasked Estep 
Score: -21117006.000000 Penalty: 5940.107910
	Iteration 5F: 3 clusters Score -2.111701e+07 nChanged 9456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97890 members 
Mstep: Class 2 contains 61009 members 
Entering Unmasked Estep 
Score: -21121742.000000 Penalty: 5940.107910
	Iteration 6F: 3 clusters Score -2.112174e+07 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105294 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -21127958.000000 Penalty: 5940.107910
	Iteration 7F: 3 clusters Score -2.112796e+07 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113664 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -21135062.000000 Penalty: 5940.107910
	Iteration 8F: 3 clusters Score -2.113506e+07 nChanged 9647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122025 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -21142584.000000 Penalty: 5940.107910
	Iteration 9F: 3 clusters Score -2.114258e+07 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129288 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -21149618.000000 Penalty: 5940.107910
	Iteration 10F: 3 clusters Score -2.114962e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134666 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -21154902.000000 Penalty: 5940.107910
	Iteration 11Q: 3 clusters Score -2.11549e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138410 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -21158152.000000 Penalty: 5940.107910
	Iteration 12Q: 3 clusters Score -2.115815e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141146 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -21159892.000000 Penalty: 5940.107910
	Iteration 13Q: 3 clusters Score -2.115989e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143364 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -21161360.000000 Penalty: 5940.107910
	Iteration 14Q: 3 clusters Score -2.116136e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145415 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -21162422.000000 Penalty: 5940.107910
	Iteration 15Q: 3 clusters Score -2.116242e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147280 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -21163300.000000 Penalty: 5940.107910
	Iteration 16Q: 3 clusters Score -2.11633e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148948 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -21163924.000000 Penalty: 5940.107910
	Iteration 17Q: 3 clusters Score -2.116392e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150406 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -21164630.000000 Penalty: 5940.107910
	Iteration 18Q: 3 clusters Score -2.116463e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151575 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -21165046.000000 Penalty: 5940.107910
	Iteration 19Q: 3 clusters Score -2.116505e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152569 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -21165470.000000 Penalty: 5940.107910
	Iteration 20F: 3 clusters Score -2.116547e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153363 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -21165760.000000 Penalty: 5940.107910
	Iteration 21Q: 3 clusters Score -2.116576e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153991 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -21165944.000000 Penalty: 5940.107910
	Iteration 22Q: 3 clusters Score -2.116594e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154501 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -21166016.000000 Penalty: 5940.107910
	Iteration 23Q: 3 clusters Score -2.116602e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154917 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -21166082.000000 Penalty: 5940.107910
	Iteration 24Q: 3 clusters Score -2.116608e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155228 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -21166124.000000 Penalty: 5940.107910
	Iteration 25Q: 3 clusters Score -2.116612e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155500 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -21166142.000000 Penalty: 5940.107910
	Iteration 26Q: 3 clusters Score -2.116614e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155718 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -21166162.000000 Penalty: 5940.107910
	Iteration 27Q: 3 clusters Score -2.116616e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155901 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -21166172.000000 Penalty: 5940.107910
	Iteration 28Q: 3 clusters Score -2.116617e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156056 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -21166170.000000 Penalty: 5940.107910
	Iteration 29Q: 3 clusters Score -2.116617e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156184 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -21166166.000000 Penalty: 5940.107910
	Iteration 30Q: 3 clusters Score -2.116617e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156297 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -21166166.000000 Penalty: 5940.107910
	Iteration 31Q: 3 clusters Score -2.116617e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156389 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -21166174.000000 Penalty: 5940.107910
	Iteration 32Q: 3 clusters Score -2.116617e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156456 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -21166174.000000 Penalty: 5940.107910
	Iteration 33Q: 3 clusters Score -2.116617e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156502 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -21166168.000000 Penalty: 5940.107910
	Iteration 34Q: 3 clusters Score -2.116617e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156556 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -21166124.000000 Penalty: 5940.107910
	Iteration 35Q: 3 clusters Score -2.116612e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156591 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -21166106.000000 Penalty: 5940.107910
	Iteration 36Q: 3 clusters Score -2.116611e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156619 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -21166086.000000 Penalty: 5940.107910
	Iteration 37Q: 3 clusters Score -2.116609e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156642 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -21166052.000000 Penalty: 5940.107910
	Iteration 38Q: 3 clusters Score -2.116605e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156665 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -21166058.000000 Penalty: 5940.107910
	Iteration 39Q: 3 clusters Score -2.116606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156679 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -21166052.000000 Penalty: 5940.107910
	Iteration 40F: 3 clusters Score -2.116605e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156696 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -21166074.000000 Penalty: 5940.107910
	Iteration 41Q: 3 clusters Score -2.116607e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156709 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -21166074.000000 Penalty: 5940.107910
	Iteration 42Q: 3 clusters Score -2.116607e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156728 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -21166072.000000 Penalty: 5940.107910
	Iteration 43Q: 3 clusters Score -2.116607e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156748 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -21166080.000000 Penalty: 5940.107910
	Iteration 44Q: 3 clusters Score -2.116608e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156764 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -21166092.000000 Penalty: 5940.107910
	Iteration 45Q: 3 clusters Score -2.116609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156778 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -21166094.000000 Penalty: 5940.107910
	Iteration 46Q: 3 clusters Score -2.116609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156791 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -21166090.000000 Penalty: 5940.107910
	Iteration 47Q: 3 clusters Score -2.116609e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156799 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -21166088.000000 Penalty: 5940.107910
	Iteration 48Q: 3 clusters Score -2.116609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156810 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -21166094.000000 Penalty: 5940.107910
	Iteration 49Q: 3 clusters Score -2.116609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156819 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -21166096.000000 Penalty: 5940.107910
	Iteration 50Q: 3 clusters Score -2.11661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156825 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -21166090.000000 Penalty: 5940.107910
	Iteration 51Q: 3 clusters Score -2.116609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156832 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -21166084.000000 Penalty: 5940.107910
	Iteration 52Q: 3 clusters Score -2.116608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156837 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -21166088.000000 Penalty: 5940.107910
	Iteration 53Q: 3 clusters Score -2.116609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156838 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -21166088.000000 Penalty: 5940.107910
	Iteration 54Q: 3 clusters Score -2.116609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156842 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -21166086.000000 Penalty: 5940.107910
	Iteration 55Q: 3 clusters Score -2.116609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156844 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -21166088.000000 Penalty: 5940.107910
	Iteration 56Q: 3 clusters Score -2.116609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156844 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -21166088.000000 Penalty: 5940.107910
	Iteration 57F: 3 clusters Score -2.116609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (81666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Entering Unmasked Estep 
Score: -10582658.000000 Penalty: 2804.977539
	Iteration 0F: 2 clusters Score -1.058266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -10527998.000000 Penalty: 5609.955078
	Iteration 0F: 3 clusters Score -1.0528e+07 nChanged 38543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -10550196.000000 Penalty: 5609.955078
	Iteration 1F: 3 clusters Score -1.05502e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -10551561.000000 Penalty: 5609.955078
	Iteration 2Q: 3 clusters Score -1.055156e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -10553523.000000 Penalty: 5609.955078
	Iteration 3F: 3 clusters Score -1.055352e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -10556546.000000 Penalty: 5609.955078
	Iteration 4F: 3 clusters Score -1.055655e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -10560013.000000 Penalty: 5609.955078
	Iteration 5F: 3 clusters Score -1.056001e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
Score: -10563159.000000 Penalty: 5609.955078
	Iteration 6F: 3 clusters Score -1.056316e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 58195 members 
Entering Unmasked Estep 
Score: -10565504.000000 Penalty: 5609.955078
	Iteration 7F: 3 clusters Score -1.05655e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 60459 members 
Entering Unmasked Estep 
Score: -10567208.000000 Penalty: 5609.955078
	Iteration 8Q: 3 clusters Score -1.056721e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 62698 members 
Entering Unmasked Estep 
Score: -10568713.000000 Penalty: 5609.955078
	Iteration 9Q: 3 clusters Score -1.056871e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 65095 members 
Entering Unmasked Estep 
Score: -10570332.000000 Penalty: 5609.955078
	Iteration 10Q: 3 clusters Score -1.057033e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 67744 members 
Entering Unmasked Estep 
Score: -10572145.000000 Penalty: 5609.955078
	Iteration 11Q: 3 clusters Score -1.057214e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 70439 members 
Entering Unmasked Estep 
Score: -10573944.000000 Penalty: 5609.955078
	Iteration 12Q: 3 clusters Score -1.057394e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 72985 members 
Entering Unmasked Estep 
Score: -10575647.000000 Penalty: 5609.955078
	Iteration 13Q: 3 clusters Score -1.057565e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 75315 members 
Entering Unmasked Estep 
Score: -10577142.000000 Penalty: 5609.955078
	Iteration 14Q: 3 clusters Score -1.057714e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 77179 members 
Entering Unmasked Estep 
Score: -10578277.000000 Penalty: 5609.955078
	Iteration 15Q: 3 clusters Score -1.057828e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 78541 members 
Entering Unmasked Estep 
Score: -10579117.000000 Penalty: 5609.955078
	Iteration 16Q: 3 clusters Score -1.057912e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 79475 members 
Entering Unmasked Estep 
Score: -10579633.000000 Penalty: 5609.955078
	Iteration 17Q: 3 clusters Score -1.057963e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 80082 members 
Entering Unmasked Estep 
Score: -10579929.000000 Penalty: 5609.955078
	Iteration 18Q: 3 clusters Score -1.057993e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 80416 members 
Entering Unmasked Estep 
Score: -10580115.000000 Penalty: 5609.955078
	Iteration 19Q: 3 clusters Score -1.058012e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 80598 members 
Entering Unmasked Estep 
Score: -10580227.000000 Penalty: 5609.955078
	Iteration 20F: 3 clusters Score -1.058023e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 80720 members 
Entering Unmasked Estep 
Score: -10580296.000000 Penalty: 5609.955078
	Iteration 21Q: 3 clusters Score -1.05803e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 80796 members 
Entering Unmasked Estep 
Score: -10580327.000000 Penalty: 5609.955078
	Iteration 22Q: 3 clusters Score -1.058033e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 80846 members 
Entering Unmasked Estep 
Score: -10580351.000000 Penalty: 5609.955078
	Iteration 23Q: 3 clusters Score -1.058035e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 80873 members 
Entering Unmasked Estep 
Score: -10580372.000000 Penalty: 5609.955078
	Iteration 24Q: 3 clusters Score -1.058037e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 80898 members 
Entering Unmasked Estep 
Score: -10580396.000000 Penalty: 5609.955078
	Iteration 25Q: 3 clusters Score -1.05804e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 80925 members 
Entering Unmasked Estep 
Score: -10580408.000000 Penalty: 5609.955078
	Iteration 26Q: 3 clusters Score -1.058041e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 80945 members 
Entering Unmasked Estep 
Score: -10580420.000000 Penalty: 5609.955078
	Iteration 27Q: 3 clusters Score -1.058042e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 80955 members 
Entering Unmasked Estep 
Score: -10580432.000000 Penalty: 5609.955078
	Iteration 28Q: 3 clusters Score -1.058043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 80960 members 
Entering Unmasked Estep 
Score: -10580446.000000 Penalty: 5609.955078
	Iteration 29Q: 3 clusters Score -1.058045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 80965 members 
Entering Unmasked Estep 
Score: -10580441.000000 Penalty: 5609.955078
	Iteration 30Q: 3 clusters Score -1.058044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 80969 members 
Entering Unmasked Estep 
Score: -10580448.000000 Penalty: 5609.955078
	Iteration 31Q: 3 clusters Score -1.058045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 80972 members 
Entering Unmasked Estep 
Score: -10580450.000000 Penalty: 5609.955078
	Iteration 32Q: 3 clusters Score -1.058045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 80974 members 
Entering Unmasked Estep 
Score: -10580445.000000 Penalty: 5609.955078
	Iteration 33Q: 3 clusters Score -1.058044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 80977 members 
Entering Unmasked Estep 
Score: -10580442.000000 Penalty: 5609.955078
	Iteration 34Q: 3 clusters Score -1.058044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 80978 members 
Entering Unmasked Estep 
Score: -10580439.000000 Penalty: 5609.955078
	Iteration 35Q: 3 clusters Score -1.058044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 80978 members 
Entering Unmasked Estep 
Score: -10580439.000000 Penalty: 5609.955078
	Iteration 36F: 3 clusters Score -1.058044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (148160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148160 members 
Entering Unmasked Estep 
Score: -19686308.000000 Penalty: 2952.699951
	Iteration 0F: 2 clusters Score -1.968631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74088 members 
Mstep: Class 2 contains 74072 members 
Entering Unmasked Estep 
Score: -19587986.000000 Penalty: 5905.399902
	Iteration 0F: 3 clusters Score -1.958799e+07 nChanged 70948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74314 members 
Mstep: Class 2 contains 73846 members 
Entering Unmasked Estep 
Score: -19629454.000000 Penalty: 5905.399902
	Iteration 1F: 3 clusters Score -1.962945e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74236 members 
Mstep: Class 2 contains 73924 members 
Entering Unmasked Estep 
Score: -19630362.000000 Penalty: 5905.399902
	Iteration 2Q: 3 clusters Score -1.963036e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74196 members 
Mstep: Class 2 contains 73964 members 
Entering Unmasked Estep 
Score: -19631344.000000 Penalty: 5905.399902
	Iteration 3Q: 3 clusters Score -1.963134e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74113 members 
Mstep: Class 2 contains 74047 members 
Entering Unmasked Estep 
Score: -19632498.000000 Penalty: 5905.399902
	Iteration 4Q: 3 clusters Score -1.96325e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73976 members 
Mstep: Class 2 contains 74184 members 
Entering Unmasked Estep 
Score: -19633748.000000 Penalty: 5905.399902
	Iteration 5Q: 3 clusters Score -1.963375e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73803 members 
Mstep: Class 2 contains 74357 members 
Entering Unmasked Estep 
Score: -19635954.000000 Penalty: 5905.399902
	Iteration 6Q: 3 clusters Score -1.963595e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73656 members 
Mstep: Class 2 contains 74504 members 
Entering Unmasked Estep 
Score: -19638794.000000 Penalty: 5905.399902
	Iteration 7Q: 3 clusters Score -1.963879e+07 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73511 members 
Mstep: Class 2 contains 74649 members 
Entering Unmasked Estep 
Score: -19643224.000000 Penalty: 5905.399902
	Iteration 8F: 3 clusters Score -1.964322e+07 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73377 members 
Mstep: Class 2 contains 74783 members 
Entering Unmasked Estep 
Score: -19649334.000000 Penalty: 5905.399902
	Iteration 9F: 3 clusters Score -1.964933e+07 nChanged 9531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73286 members 
Mstep: Class 2 contains 74874 members 
Entering Unmasked Estep 
Score: -19656220.000000 Penalty: 5905.399902
	Iteration 10F: 3 clusters Score -1.965622e+07 nChanged 8383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73161 members 
Mstep: Class 2 contains 74999 members 
Entering Unmasked Estep 
Score: -19660668.000000 Penalty: 5905.399902
	Iteration 11F: 3 clusters Score -1.966067e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72961 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -19662298.000000 Penalty: 5905.399902
	Iteration 12Q: 3 clusters Score -1.96623e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72776 members 
Mstep: Class 2 contains 75384 members 
Entering Unmasked Estep 
Score: -19662976.000000 Penalty: 5905.399902
	Iteration 13Q: 3 clusters Score -1.966298e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72567 members 
Mstep: Class 2 contains 75593 members 
Entering Unmasked Estep 
Score: -19663482.000000 Penalty: 5905.399902
	Iteration 14Q: 3 clusters Score -1.966348e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72365 members 
Mstep: Class 2 contains 75795 members 
Entering Unmasked Estep 
Score: -19663838.000000 Penalty: 5905.399902
	Iteration 15Q: 3 clusters Score -1.966384e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72233 members 
Mstep: Class 2 contains 75927 members 
Entering Unmasked Estep 
Score: -19664028.000000 Penalty: 5905.399902
	Iteration 16Q: 3 clusters Score -1.966403e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72074 members 
Mstep: Class 2 contains 76086 members 
Entering Unmasked Estep 
Score: -19664272.000000 Penalty: 5905.399902
	Iteration 17Q: 3 clusters Score -1.966427e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71946 members 
Mstep: Class 2 contains 76214 members 
Entering Unmasked Estep 
Score: -19664676.000000 Penalty: 5905.399902
	Iteration 18Q: 3 clusters Score -1.966468e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71897 members 
Mstep: Class 2 contains 76263 members 
Entering Unmasked Estep 
Score: -19664796.000000 Penalty: 5905.399902
	Iteration 19Q: 3 clusters Score -1.96648e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71907 members 
Mstep: Class 2 contains 76253 members 
Entering Unmasked Estep 
Score: -19665122.000000 Penalty: 5905.399902
	Iteration 20F: 3 clusters Score -1.966512e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71984 members 
Mstep: Class 2 contains 76176 members 
Entering Unmasked Estep 
Score: -19665346.000000 Penalty: 5905.399902
	Iteration 21Q: 3 clusters Score -1.966535e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72134 members 
Mstep: Class 2 contains 76026 members 
Entering Unmasked Estep 
Score: -19665596.000000 Penalty: 5905.399902
	Iteration 22Q: 3 clusters Score -1.96656e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72362 members 
Mstep: Class 2 contains 75798 members 
Entering Unmasked Estep 
Score: -19665886.000000 Penalty: 5905.399902
	Iteration 23Q: 3 clusters Score -1.966589e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 75477 members 
Entering Unmasked Estep 
Score: -19666292.000000 Penalty: 5905.399902
	Iteration 24Q: 3 clusters Score -1.966629e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73037 members 
Mstep: Class 2 contains 75123 members 
Entering Unmasked Estep 
Score: -19666474.000000 Penalty: 5905.399902
	Iteration 25Q: 3 clusters Score -1.966647e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73533 members 
Mstep: Class 2 contains 74627 members 
Entering Unmasked Estep 
Score: -19666784.000000 Penalty: 5905.399902
	Iteration 26Q: 3 clusters Score -1.966678e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74092 members 
Mstep: Class 2 contains 74068 members 
Entering Unmasked Estep 
Score: -19666976.000000 Penalty: 5905.399902
	Iteration 27Q: 3 clusters Score -1.966698e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74868 members 
Mstep: Class 2 contains 73292 members 
Entering Unmasked Estep 
Score: -19667402.000000 Penalty: 5905.399902
	Iteration 28Q: 3 clusters Score -1.96674e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75876 members 
Mstep: Class 2 contains 72284 members 
Entering Unmasked Estep 
Score: -19667872.000000 Penalty: 5905.399902
	Iteration 29Q: 3 clusters Score -1.966787e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77059 members 
Mstep: Class 2 contains 71101 members 
Entering Unmasked Estep 
Score: -19668466.000000 Penalty: 5905.399902
	Iteration 30Q: 3 clusters Score -1.966847e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78435 members 
Mstep: Class 2 contains 69725 members 
Entering Unmasked Estep 
Score: -19669064.000000 Penalty: 5905.399902
	Iteration 31Q: 3 clusters Score -1.966906e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80027 members 
Mstep: Class 2 contains 68133 members 
Entering Unmasked Estep 
Score: -19669926.000000 Penalty: 5905.399902
	Iteration 32Q: 3 clusters Score -1.966993e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81658 members 
Mstep: Class 2 contains 66502 members 
Entering Unmasked Estep 
Score: -19670806.000000 Penalty: 5905.399902
	Iteration 33Q: 3 clusters Score -1.967081e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83368 members 
Mstep: Class 2 contains 64792 members 
Entering Unmasked Estep 
Score: -19671560.000000 Penalty: 5905.399902
	Iteration 34Q: 3 clusters Score -1.967156e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85087 members 
Mstep: Class 2 contains 63073 members 
Entering Unmasked Estep 
Score: -19672318.000000 Penalty: 5905.399902
	Iteration 35Q: 3 clusters Score -1.967232e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86852 members 
Mstep: Class 2 contains 61308 members 
Entering Unmasked Estep 
Score: -19673058.000000 Penalty: 5905.399902
	Iteration 36Q: 3 clusters Score -1.967306e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88614 members 
Mstep: Class 2 contains 59546 members 
Entering Unmasked Estep 
Score: -19673664.000000 Penalty: 5905.399902
	Iteration 37Q: 3 clusters Score -1.967366e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90329 members 
Mstep: Class 2 contains 57831 members 
Entering Unmasked Estep 
Score: -19674310.000000 Penalty: 5905.399902
	Iteration 38Q: 3 clusters Score -1.967431e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91983 members 
Mstep: Class 2 contains 56177 members 
Entering Unmasked Estep 
Score: -19674768.000000 Penalty: 5905.399902
	Iteration 39Q: 3 clusters Score -1.967477e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93611 members 
Mstep: Class 2 contains 54549 members 
Entering Unmasked Estep 
Score: -19675368.000000 Penalty: 5905.399902
	Iteration 40F: 3 clusters Score -1.967537e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95305 members 
Mstep: Class 2 contains 52855 members 
Entering Unmasked Estep 
Score: -19675798.000000 Penalty: 5905.399902
	Iteration 41Q: 3 clusters Score -1.96758e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96978 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -19676348.000000 Penalty: 5905.399902
	Iteration 42Q: 3 clusters Score -1.967635e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98718 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -19676686.000000 Penalty: 5905.399902
	Iteration 43Q: 3 clusters Score -1.967669e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100585 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -19677168.000000 Penalty: 5905.399902
	Iteration 44Q: 3 clusters Score -1.967717e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102380 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -19677598.000000 Penalty: 5905.399902
	Iteration 45Q: 3 clusters Score -1.96776e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104197 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -19678104.000000 Penalty: 5905.399902
	Iteration 46Q: 3 clusters Score -1.96781e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106019 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -19678542.000000 Penalty: 5905.399902
	Iteration 47Q: 3 clusters Score -1.967854e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107756 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -19678996.000000 Penalty: 5905.399902
	Iteration 48Q: 3 clusters Score -1.9679e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109398 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -19679454.000000 Penalty: 5905.399902
	Iteration 49Q: 3 clusters Score -1.967945e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111103 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -19679894.000000 Penalty: 5905.399902
	Iteration 50Q: 3 clusters Score -1.967989e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112873 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -19680246.000000 Penalty: 5905.399902
	Iteration 51Q: 3 clusters Score -1.968025e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114670 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -19680644.000000 Penalty: 5905.399902
	Iteration 52Q: 3 clusters Score -1.968064e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116533 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -19681038.000000 Penalty: 5905.399902
	Iteration 53Q: 3 clusters Score -1.968104e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118427 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -19681522.000000 Penalty: 5905.399902
	Iteration 54Q: 3 clusters Score -1.968152e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120290 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -19681674.000000 Penalty: 5905.399902
	Iteration 55Q: 3 clusters Score -1.968167e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122134 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -19681956.000000 Penalty: 5905.399902
	Iteration 56Q: 3 clusters Score -1.968196e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123945 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -19682096.000000 Penalty: 5905.399902
	Iteration 57Q: 3 clusters Score -1.96821e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125664 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -19682388.000000 Penalty: 5905.399902
	Iteration 58Q: 3 clusters Score -1.968239e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127321 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -19682590.000000 Penalty: 5905.399902
	Iteration 59Q: 3 clusters Score -1.968259e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128924 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -19682822.000000 Penalty: 5905.399902
	Iteration 60F: 3 clusters Score -1.968282e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130437 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -19682944.000000 Penalty: 5905.399902
	Iteration 61Q: 3 clusters Score -1.968294e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131946 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -19683110.000000 Penalty: 5905.399902
	Iteration 62Q: 3 clusters Score -1.968311e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133267 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -19683220.000000 Penalty: 5905.399902
	Iteration 63Q: 3 clusters Score -1.968322e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134468 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -19683252.000000 Penalty: 5905.399902
	Iteration 64Q: 3 clusters Score -1.968325e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135592 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -19683408.000000 Penalty: 5905.399902
	Iteration 65Q: 3 clusters Score -1.968341e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136671 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -19683426.000000 Penalty: 5905.399902
	Iteration 66Q: 3 clusters Score -1.968343e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137594 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -19683528.000000 Penalty: 5905.399902
	Iteration 67Q: 3 clusters Score -1.968353e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138425 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -19683562.000000 Penalty: 5905.399902
	Iteration 68Q: 3 clusters Score -1.968356e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139219 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -19683656.000000 Penalty: 5905.399902
	Iteration 69Q: 3 clusters Score -1.968366e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139945 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -19683714.000000 Penalty: 5905.399902
	Iteration 70Q: 3 clusters Score -1.968371e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140552 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -19683684.000000 Penalty: 5905.399902
	Iteration 71Q: 3 clusters Score -1.968368e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141119 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -19683738.000000 Penalty: 5905.399902
	Iteration 72Q: 3 clusters Score -1.968374e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141633 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -19683878.000000 Penalty: 5905.399902
	Iteration 73Q: 3 clusters Score -1.968388e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142112 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -19683980.000000 Penalty: 5905.399902
	Iteration 74Q: 3 clusters Score -1.968398e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142485 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -19684002.000000 Penalty: 5905.399902
	Iteration 75Q: 3 clusters Score -1.9684e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142823 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -19684006.000000 Penalty: 5905.399902
	Iteration 76Q: 3 clusters Score -1.968401e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143120 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -19684020.000000 Penalty: 5905.399902
	Iteration 77Q: 3 clusters Score -1.968402e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143413 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -19684002.000000 Penalty: 5905.399902
	Iteration 78Q: 3 clusters Score -1.9684e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143667 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -19684046.000000 Penalty: 5905.399902
	Iteration 79Q: 3 clusters Score -1.968405e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143874 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -19684044.000000 Penalty: 5905.399902
	Iteration 80F: 3 clusters Score -1.968404e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144104 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -19684028.000000 Penalty: 5905.399902
	Iteration 81Q: 3 clusters Score -1.968403e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144315 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -19684054.000000 Penalty: 5905.399902
	Iteration 82Q: 3 clusters Score -1.968405e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144495 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -19684026.000000 Penalty: 5905.399902
	Iteration 83Q: 3 clusters Score -1.968403e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144653 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -19684022.000000 Penalty: 5905.399902
	Iteration 84Q: 3 clusters Score -1.968402e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144794 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -19684034.000000 Penalty: 5905.399902
	Iteration 85Q: 3 clusters Score -1.968403e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144934 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -19684018.000000 Penalty: 5905.399902
	Iteration 86Q: 3 clusters Score -1.968402e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145069 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -19684028.000000 Penalty: 5905.399902
	Iteration 87Q: 3 clusters Score -1.968403e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145204 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -19683998.000000 Penalty: 5905.399902
	Iteration 88Q: 3 clusters Score -1.9684e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145335 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -19683992.000000 Penalty: 5905.399902
	Iteration 89Q: 3 clusters Score -1.968399e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145443 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -19683972.000000 Penalty: 5905.399902
	Iteration 90Q: 3 clusters Score -1.968397e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145563 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -19684018.000000 Penalty: 5905.399902
	Iteration 91Q: 3 clusters Score -1.968402e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145676 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -19684018.000000 Penalty: 5905.399902
	Iteration 92Q: 3 clusters Score -1.968402e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145797 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -19684058.000000 Penalty: 5905.399902
	Iteration 93Q: 3 clusters Score -1.968406e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145908 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -19684050.000000 Penalty: 5905.399902
	Iteration 94Q: 3 clusters Score -1.968405e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145995 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -19684044.000000 Penalty: 5905.399902
	Iteration 95Q: 3 clusters Score -1.968404e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146071 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -19684056.000000 Penalty: 5905.399902
	Iteration 96Q: 3 clusters Score -1.968406e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146153 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -19684054.000000 Penalty: 5905.399902
	Iteration 97Q: 3 clusters Score -1.968405e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146228 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -19684050.000000 Penalty: 5905.399902
	Iteration 98Q: 3 clusters Score -1.968405e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146305 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -19684044.000000 Penalty: 5905.399902
	Iteration 99Q: 3 clusters Score -1.968404e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146375 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -19684038.000000 Penalty: 5905.399902
	Iteration 100F: 3 clusters Score -1.968404e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146441 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -19684044.000000 Penalty: 5905.399902
	Iteration 101Q: 3 clusters Score -1.968404e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146506 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -19684056.000000 Penalty: 5905.399902
	Iteration 102Q: 3 clusters Score -1.968406e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146570 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -19684090.000000 Penalty: 5905.399902
	Iteration 103Q: 3 clusters Score -1.968409e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146620 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -19684084.000000 Penalty: 5905.399902
	Iteration 104Q: 3 clusters Score -1.968408e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146667 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -19684102.000000 Penalty: 5905.399902
	Iteration 105Q: 3 clusters Score -1.96841e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146713 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -19684086.000000 Penalty: 5905.399902
	Iteration 106Q: 3 clusters Score -1.968409e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146760 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -19684088.000000 Penalty: 5905.399902
	Iteration 107Q: 3 clusters Score -1.968409e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146804 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -19684086.000000 Penalty: 5905.399902
	Iteration 108Q: 3 clusters Score -1.968409e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146843 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -19684100.000000 Penalty: 5905.399902
	Iteration 109Q: 3 clusters Score -1.96841e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146879 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -19684088.000000 Penalty: 5905.399902
	Iteration 110Q: 3 clusters Score -1.968409e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146912 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -19684088.000000 Penalty: 5905.399902
	Iteration 111Q: 3 clusters Score -1.968409e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146939 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -19684094.000000 Penalty: 5905.399902
	Iteration 112Q: 3 clusters Score -1.968409e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146959 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -19684100.000000 Penalty: 5905.399902
	Iteration 113Q: 3 clusters Score -1.96841e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146982 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -19684106.000000 Penalty: 5905.399902
	Iteration 114Q: 3 clusters Score -1.968411e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146999 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -19684086.000000 Penalty: 5905.399902
	Iteration 115Q: 3 clusters Score -1.968409e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147021 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -19684098.000000 Penalty: 5905.399902
	Iteration 116Q: 3 clusters Score -1.96841e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147039 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -19684102.000000 Penalty: 5905.399902
	Iteration 117Q: 3 clusters Score -1.96841e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147055 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -19684112.000000 Penalty: 5905.399902
	Iteration 118Q: 3 clusters Score -1.968411e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147065 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -19684094.000000 Penalty: 5905.399902
	Iteration 119Q: 3 clusters Score -1.968409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147073 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -19684090.000000 Penalty: 5905.399902
	Iteration 120F: 3 clusters Score -1.968409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147079 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -19684104.000000 Penalty: 5905.399902
	Iteration 121Q: 3 clusters Score -1.96841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147084 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -19684096.000000 Penalty: 5905.399902
	Iteration 122Q: 3 clusters Score -1.96841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147091 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -19684068.000000 Penalty: 5905.399902
	Iteration 123Q: 3 clusters Score -1.968407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147094 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -19684074.000000 Penalty: 5905.399902
	Iteration 124Q: 3 clusters Score -1.968407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147099 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -19684078.000000 Penalty: 5905.399902
	Iteration 125Q: 3 clusters Score -1.968408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147105 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -19684064.000000 Penalty: 5905.399902
	Iteration 126Q: 3 clusters Score -1.968406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147109 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -19684080.000000 Penalty: 5905.399902
	Iteration 127Q: 3 clusters Score -1.968408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147111 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -19684076.000000 Penalty: 5905.399902
	Iteration 128Q: 3 clusters Score -1.968408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147112 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -19684080.000000 Penalty: 5905.399902
	Iteration 129Q: 3 clusters Score -1.968408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147115 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -19684090.000000 Penalty: 5905.399902
	Iteration 130Q: 3 clusters Score -1.968409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147121 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -19684100.000000 Penalty: 5905.399902
	Iteration 131Q: 3 clusters Score -1.96841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147125 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -19684096.000000 Penalty: 5905.399902
	Iteration 132Q: 3 clusters Score -1.96841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147127 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -19684094.000000 Penalty: 5905.399902
	Iteration 133Q: 3 clusters Score -1.968409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147128 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -19684100.000000 Penalty: 5905.399902
	Iteration 134Q: 3 clusters Score -1.96841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147128 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -19684100.000000 Penalty: 5905.399902
	Iteration 135F: 3 clusters Score -1.96841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -77356.773438 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -77356.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75770.585938 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -75770.59 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -76242.757812 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -76242.76 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -76560.007812 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -76560.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -76908.335938 Penalty: 3200.998047
	Iteration 3Q: 3 clusters Score -76908.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -77020.195312 Penalty: 3200.998047
	Iteration 4F: 3 clusters Score -77020.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -77105.187500 Penalty: 3200.998047
	Iteration 5F: 3 clusters Score -77105.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -77176.101562 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -77176.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -77225.343750 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -77225.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -77278.632812 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -77278.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -77311.062500 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -77311.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -77370.812500 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -77370.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -77422.742188 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -77422.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -77442.640625 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -77442.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -77462.734375 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -77462.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -77469.312500 Penalty: 3200.998047
	Iteration 14Q: 3 clusters Score -77469.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -77481.007812 Penalty: 3200.998047
	Iteration 15Q: 3 clusters Score -77481.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -77500.125000 Penalty: 3200.998047
	Iteration 16Q: 3 clusters Score -77500.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -77517.617188 Penalty: 3200.998047
	Iteration 17Q: 3 clusters Score -77517.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -77527.937500 Penalty: 3200.998047
	Iteration 18Q: 3 clusters Score -77527.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -77530.484375 Penalty: 3200.998047
	Iteration 19Q: 3 clusters Score -77530.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -77530.484375 Penalty: 3200.998047
	Iteration 20F: 3 clusters Score -77530.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160173 members 
Mstep: Class 2 contains 2513 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170639 members 
Mstep: Class 5 contains 2887 members 
Mstep: Class 6 contains 51464 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 6368 members 
Mstep: Class 10 contains 4632 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169820 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9132 members 
Mstep: Class 15 contains 164348 members 
Mstep: Class 16 contains 165011 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25014 members 
Mstep: Class 20 contains 52216 members 
Mstep: Class 21 contains 158899 members 
Mstep: Class 22 contains 81666 members 
Mstep: Class 23 contains 148160 members 
Mstep: Class 24 contains 154 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 481 members 
Entering Unmasked Estep 
Score: -180407472.000000 Penalty: 91161.578125
Splitting cluster 24 changes total score from -180409376.000000 to -180407472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -22654.449219 Penalty: 1335.354858
	Iteration 0F: 2 clusters Score -22654.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21511.343750 Penalty: 2670.709717
	Iteration 0F: 3 clusters Score -21511.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21659.675781 Penalty: 2670.709717
	Iteration 1F: 3 clusters Score -21659.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21700.070312 Penalty: 2670.709717
	Iteration 2Q: 3 clusters Score -21700.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21731.429688 Penalty: 2670.709717
	Iteration 3Q: 3 clusters Score -21731.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21742.218750 Penalty: 2670.709717
	Iteration 4Q: 3 clusters Score -21742.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21747.398438 Penalty: 2670.709717
	Iteration 5Q: 3 clusters Score -21747.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21761.013672 Penalty: 2670.709717
	Iteration 6Q: 3 clusters Score -21761.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21771.828125 Penalty: 2670.709717
	Iteration 7Q: 3 clusters Score -21771.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21771.828125 Penalty: 2670.709717
	Iteration 8F: 3 clusters Score -21771.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160173 members 
Mstep: Class 2 contains 2513 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170639 members 
Mstep: Class 5 contains 2887 members 
Mstep: Class 6 contains 51464 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 6368 members 
Mstep: Class 10 contains 4632 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169820 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9132 members 
Mstep: Class 15 contains 164348 members 
Mstep: Class 16 contains 165011 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25014 members 
Mstep: Class 20 contains 52216 members 
Mstep: Class 21 contains 158899 members 
Mstep: Class 22 contains 81666 members 
Mstep: Class 23 contains 148160 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409264.000000 Penalty: 87655.367188
Iteration 319Q: 26 clusters Score -1.804093e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160189 members 
Mstep: Class 2 contains 2513 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170642 members 
Mstep: Class 5 contains 2883 members 
Mstep: Class 6 contains 51496 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 6369 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169820 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9127 members 
Mstep: Class 15 contains 164341 members 
Mstep: Class 16 contains 165029 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25029 members 
Mstep: Class 20 contains 52205 members 
Mstep: Class 21 contains 158925 members 
Mstep: Class 22 contains 81674 members 
Mstep: Class 23 contains 148067 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409344.000000 Penalty: 87655.367188
Iteration 320F: 26 clusters Score -1.804093e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160208 members 
Mstep: Class 2 contains 2513 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170634 members 
Mstep: Class 5 contains 2879 members 
Mstep: Class 6 contains 51523 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 6370 members 
Mstep: Class 10 contains 4633 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169818 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9116 members 
Mstep: Class 15 contains 164336 members 
Mstep: Class 16 contains 165037 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25029 members 
Mstep: Class 20 contains 52199 members 
Mstep: Class 21 contains 158971 members 
Mstep: Class 22 contains 81687 members 
Mstep: Class 23 contains 147990 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409504.000000 Penalty: 87655.367188
Iteration 321Q: 26 clusters Score -1.804095e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160201 members 
Mstep: Class 2 contains 2513 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170632 members 
Mstep: Class 5 contains 2874 members 
Mstep: Class 6 contains 51555 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 6373 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169822 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9118 members 
Mstep: Class 15 contains 164336 members 
Mstep: Class 16 contains 165036 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25038 members 
Mstep: Class 20 contains 52188 members 
Mstep: Class 21 contains 158975 members 
Mstep: Class 22 contains 81695 members 
Mstep: Class 23 contains 147952 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409248.000000 Penalty: 87655.367188
Iteration 322Q: 26 clusters Score -1.804092e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160197 members 
Mstep: Class 2 contains 2512 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170636 members 
Mstep: Class 5 contains 2873 members 
Mstep: Class 6 contains 51575 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 6377 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169832 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9121 members 
Mstep: Class 15 contains 164327 members 
Mstep: Class 16 contains 165051 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25047 members 
Mstep: Class 20 contains 52181 members 
Mstep: Class 21 contains 158961 members 
Mstep: Class 22 contains 81704 members 
Mstep: Class 23 contains 147914 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409312.000000 Penalty: 87655.367188
Iteration 323Q: 26 clusters Score -1.804093e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160224 members 
Mstep: Class 2 contains 2510 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170616 members 
Mstep: Class 5 contains 2867 members 
Mstep: Class 6 contains 51589 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 6378 members 
Mstep: Class 10 contains 4631 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169834 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9112 members 
Mstep: Class 15 contains 164313 members 
Mstep: Class 16 contains 165107 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25063 members 
Mstep: Class 20 contains 52181 members 
Mstep: Class 21 contains 158938 members 
Mstep: Class 22 contains 81736 members 
Mstep: Class 23 contains 147842 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409376.000000 Penalty: 87655.367188
Iteration 324Q: 26 clusters Score -1.804094e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160232 members 
Mstep: Class 2 contains 2508 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170617 members 
Mstep: Class 5 contains 2861 members 
Mstep: Class 6 contains 51608 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 6381 members 
Mstep: Class 10 contains 4625 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169848 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9105 members 
Mstep: Class 15 contains 164329 members 
Mstep: Class 16 contains 165109 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25084 members 
Mstep: Class 20 contains 52167 members 
Mstep: Class 21 contains 158941 members 
Mstep: Class 22 contains 81758 members 
Mstep: Class 23 contains 147768 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409056.000000 Penalty: 87655.367188
Iteration 325Q: 26 clusters Score -1.804091e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160260 members 
Mstep: Class 2 contains 2506 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170653 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 51636 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 6386 members 
Mstep: Class 10 contains 4613 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169870 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9097 members 
Mstep: Class 15 contains 164323 members 
Mstep: Class 16 contains 165095 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25104 members 
Mstep: Class 20 contains 52162 members 
Mstep: Class 21 contains 158942 members 
Mstep: Class 22 contains 81767 members 
Mstep: Class 23 contains 147669 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409296.000000 Penalty: 87655.367188
Iteration 326Q: 26 clusters Score -1.804093e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160258 members 
Mstep: Class 2 contains 2506 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170663 members 
Mstep: Class 5 contains 2857 members 
Mstep: Class 6 contains 51663 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 6388 members 
Mstep: Class 10 contains 4604 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169886 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9087 members 
Mstep: Class 15 contains 164312 members 
Mstep: Class 16 contains 165089 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25115 members 
Mstep: Class 20 contains 52163 members 
Mstep: Class 21 contains 158966 members 
Mstep: Class 22 contains 81774 members 
Mstep: Class 23 contains 147610 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409248.000000 Penalty: 87655.367188
Iteration 327Q: 26 clusters Score -1.804092e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160266 members 
Mstep: Class 2 contains 2504 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170665 members 
Mstep: Class 5 contains 2857 members 
Mstep: Class 6 contains 51686 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 6392 members 
Mstep: Class 10 contains 4593 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169895 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9079 members 
Mstep: Class 15 contains 164321 members 
Mstep: Class 16 contains 165098 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25131 members 
Mstep: Class 20 contains 52161 members 
Mstep: Class 21 contains 158991 members 
Mstep: Class 22 contains 81786 members 
Mstep: Class 23 contains 147515 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409376.000000 Penalty: 87655.367188
Iteration 328Q: 26 clusters Score -1.804094e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160267 members 
Mstep: Class 2 contains 2499 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170685 members 
Mstep: Class 5 contains 2857 members 
Mstep: Class 6 contains 51723 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 4580 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169925 members 
Mstep: Class 13 contains 2002 members 
Mstep: Class 14 contains 9088 members 
Mstep: Class 15 contains 164332 members 
Mstep: Class 16 contains 165076 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25151 members 
Mstep: Class 20 contains 52172 members 
Mstep: Class 21 contains 159006 members 
Mstep: Class 22 contains 81785 members 
Mstep: Class 23 contains 147395 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409344.000000 Penalty: 87655.367188
Iteration 329Q: 26 clusters Score -1.804093e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160258 members 
Mstep: Class 2 contains 2496 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170690 members 
Mstep: Class 5 contains 2855 members 
Mstep: Class 6 contains 51742 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 4563 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169966 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9086 members 
Mstep: Class 15 contains 164340 members 
Mstep: Class 16 contains 165081 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25162 members 
Mstep: Class 20 contains 52179 members 
Mstep: Class 21 contains 159009 members 
Mstep: Class 22 contains 81795 members 
Mstep: Class 23 contains 147313 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408880.000000 Penalty: 87655.367188
Iteration 330Q: 26 clusters Score -1.804089e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160263 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170707 members 
Mstep: Class 5 contains 2852 members 
Mstep: Class 6 contains 51767 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 10 contains 4555 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169970 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9069 members 
Mstep: Class 15 contains 164328 members 
Mstep: Class 16 contains 165103 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25174 members 
Mstep: Class 20 contains 52189 members 
Mstep: Class 21 contains 159023 members 
Mstep: Class 22 contains 81814 members 
Mstep: Class 23 contains 147224 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408800.000000 Penalty: 87655.367188
Iteration 331Q: 26 clusters Score -1.804088e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160262 members 
Mstep: Class 2 contains 2492 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170725 members 
Mstep: Class 5 contains 2850 members 
Mstep: Class 6 contains 51792 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 4541 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169970 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9057 members 
Mstep: Class 15 contains 164327 members 
Mstep: Class 16 contains 165107 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25185 members 
Mstep: Class 20 contains 52198 members 
Mstep: Class 21 contains 159036 members 
Mstep: Class 22 contains 81846 members 
Mstep: Class 23 contains 147142 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408464.000000 Penalty: 87655.367188
Iteration 332Q: 26 clusters Score -1.804085e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160232 members 
Mstep: Class 2 contains 2492 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170749 members 
Mstep: Class 5 contains 2848 members 
Mstep: Class 6 contains 51821 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 4519 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169988 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9049 members 
Mstep: Class 15 contains 164311 members 
Mstep: Class 16 contains 165089 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25196 members 
Mstep: Class 20 contains 52204 members 
Mstep: Class 21 contains 159058 members 
Mstep: Class 22 contains 81870 members 
Mstep: Class 23 contains 147104 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408384.000000 Penalty: 87655.367188
Iteration 333Q: 26 clusters Score -1.804084e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160225 members 
Mstep: Class 2 contains 2492 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170732 members 
Mstep: Class 5 contains 2848 members 
Mstep: Class 6 contains 51860 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 4508 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 170004 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9052 members 
Mstep: Class 15 contains 164325 members 
Mstep: Class 16 contains 165086 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25199 members 
Mstep: Class 20 contains 52206 members 
Mstep: Class 21 contains 159050 members 
Mstep: Class 22 contains 81890 members 
Mstep: Class 23 contains 147053 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408112.000000 Penalty: 87655.367188
Iteration 334Q: 26 clusters Score -1.804081e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160202 members 
Mstep: Class 2 contains 2492 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170722 members 
Mstep: Class 5 contains 2846 members 
Mstep: Class 6 contains 51893 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 4496 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 170020 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9055 members 
Mstep: Class 15 contains 164326 members 
Mstep: Class 16 contains 165082 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25214 members 
Mstep: Class 20 contains 52223 members 
Mstep: Class 21 contains 159029 members 
Mstep: Class 22 contains 81901 members 
Mstep: Class 23 contains 147029 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408240.000000 Penalty: 87655.367188
Iteration 335Q: 26 clusters Score -1.804082e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160184 members 
Mstep: Class 2 contains 2492 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170700 members 
Mstep: Class 5 contains 2844 members 
Mstep: Class 6 contains 51921 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 4489 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 170028 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9052 members 
Mstep: Class 15 contains 164329 members 
Mstep: Class 16 contains 165081 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25223 members 
Mstep: Class 20 contains 52238 members 
Mstep: Class 21 contains 159022 members 
Mstep: Class 22 contains 81910 members 
Mstep: Class 23 contains 147017 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408176.000000 Penalty: 87655.367188
Iteration 336Q: 26 clusters Score -1.804082e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160167 members 
Mstep: Class 2 contains 2492 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170702 members 
Mstep: Class 5 contains 2843 members 
Mstep: Class 6 contains 51944 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 10 contains 4473 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 170060 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9050 members 
Mstep: Class 15 contains 164327 members 
Mstep: Class 16 contains 165070 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25233 members 
Mstep: Class 20 contains 52249 members 
Mstep: Class 21 contains 159013 members 
Mstep: Class 22 contains 81931 members 
Mstep: Class 23 contains 146975 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408256.000000 Penalty: 87655.367188
Iteration 337Q: 26 clusters Score -1.804083e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160149 members 
Mstep: Class 2 contains 2491 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170733 members 
Mstep: Class 5 contains 2846 members 
Mstep: Class 6 contains 51967 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1364 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 10 contains 4447 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 170072 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9047 members 
Mstep: Class 15 contains 164331 members 
Mstep: Class 16 contains 165077 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25238 members 
Mstep: Class 20 contains 52257 members 
Mstep: Class 21 contains 159021 members 
Mstep: Class 22 contains 81941 members 
Mstep: Class 23 contains 146912 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408288.000000 Penalty: 87655.367188
Iteration 338Q: 26 clusters Score -1.804083e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160153 members 
Mstep: Class 2 contains 2491 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170751 members 
Mstep: Class 5 contains 2846 members 
Mstep: Class 6 contains 51990 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1363 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 10 contains 4418 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 170066 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9037 members 
Mstep: Class 15 contains 164355 members 
Mstep: Class 16 contains 165064 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25249 members 
Mstep: Class 20 contains 52269 members 
Mstep: Class 21 contains 159026 members 
Mstep: Class 22 contains 81968 members 
Mstep: Class 23 contains 146847 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408304.000000 Penalty: 87655.367188
Iteration 339Q: 26 clusters Score -1.804083e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160160 members 
Mstep: Class 2 contains 2491 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170771 members 
Mstep: Class 5 contains 2847 members 
Mstep: Class 6 contains 52007 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1362 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 10 contains 4400 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 170053 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9033 members 
Mstep: Class 15 contains 164357 members 
Mstep: Class 16 contains 165084 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25262 members 
Mstep: Class 20 contains 52270 members 
Mstep: Class 21 contains 159038 members 
Mstep: Class 22 contains 81983 members 
Mstep: Class 23 contains 146775 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407968.000000 Penalty: 87655.367188
Iteration 340F: 26 clusters Score -1.80408e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160160 members 
Mstep: Class 2 contains 2491 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170791 members 
Mstep: Class 5 contains 2847 members 
Mstep: Class 6 contains 52026 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1362 members 
Mstep: Class 9 contains 6411 members 
Mstep: Class 10 contains 4385 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 170057 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9046 members 
Mstep: Class 15 contains 164378 members 
Mstep: Class 16 contains 165116 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25273 members 
Mstep: Class 20 contains 52266 members 
Mstep: Class 21 contains 158996 members 
Mstep: Class 22 contains 81985 members 
Mstep: Class 23 contains 146712 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408192.000000 Penalty: 87655.367188
Iteration 341Q: 26 clusters Score -1.804082e+08 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160180 members 
Mstep: Class 2 contains 2490 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170813 members 
Mstep: Class 5 contains 2847 members 
Mstep: Class 6 contains 52042 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1361 members 
Mstep: Class 9 contains 6412 members 
Mstep: Class 10 contains 4370 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 170045 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9044 members 
Mstep: Class 15 contains 164403 members 
Mstep: Class 16 contains 165146 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25279 members 
Mstep: Class 20 contains 52272 members 
Mstep: Class 21 contains 158972 members 
Mstep: Class 22 contains 81991 members 
Mstep: Class 23 contains 146635 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408224.000000 Penalty: 87655.367188
Iteration 342Q: 26 clusters Score -1.804082e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160173 members 
Mstep: Class 2 contains 2489 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170840 members 
Mstep: Class 5 contains 2846 members 
Mstep: Class 6 contains 52065 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1360 members 
Mstep: Class 9 contains 6413 members 
Mstep: Class 10 contains 4349 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 170024 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9042 members 
Mstep: Class 15 contains 164421 members 
Mstep: Class 16 contains 165174 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25290 members 
Mstep: Class 20 contains 52279 members 
Mstep: Class 21 contains 158948 members 
Mstep: Class 22 contains 81996 members 
Mstep: Class 23 contains 146593 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408400.000000 Penalty: 87655.367188
Iteration 343Q: 26 clusters Score -1.804084e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160166 members 
Mstep: Class 2 contains 2488 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170860 members 
Mstep: Class 5 contains 2845 members 
Mstep: Class 6 contains 52085 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 6413 members 
Mstep: Class 10 contains 4333 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 170016 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9037 members 
Mstep: Class 15 contains 164418 members 
Mstep: Class 16 contains 165212 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25295 members 
Mstep: Class 20 contains 52279 members 
Mstep: Class 21 contains 158939 members 
Mstep: Class 22 contains 81999 members 
Mstep: Class 23 contains 146558 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408464.000000 Penalty: 87655.367188
Iteration 344Q: 26 clusters Score -1.804085e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160150 members 
Mstep: Class 2 contains 2485 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170873 members 
Mstep: Class 5 contains 2845 members 
Mstep: Class 6 contains 52088 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 6413 members 
Mstep: Class 10 contains 4317 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 170006 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9033 members 
Mstep: Class 15 contains 164438 members 
Mstep: Class 16 contains 165268 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25303 members 
Mstep: Class 20 contains 52277 members 
Mstep: Class 21 contains 158936 members 
Mstep: Class 22 contains 81993 members 
Mstep: Class 23 contains 146521 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408224.000000 Penalty: 87655.367188
Iteration 345Q: 26 clusters Score -1.804082e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160115 members 
Mstep: Class 2 contains 2482 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170912 members 
Mstep: Class 5 contains 2845 members 
Mstep: Class 6 contains 52105 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1355 members 
Mstep: Class 9 contains 6413 members 
Mstep: Class 10 contains 4297 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169993 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 164441 members 
Mstep: Class 16 contains 165323 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25319 members 
Mstep: Class 20 contains 52279 members 
Mstep: Class 21 contains 158941 members 
Mstep: Class 22 contains 81988 members 
Mstep: Class 23 contains 146465 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408064.000000 Penalty: 87655.367188
Iteration 346Q: 26 clusters Score -1.804081e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160082 members 
Mstep: Class 2 contains 2480 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170969 members 
Mstep: Class 5 contains 2845 members 
Mstep: Class 6 contains 52125 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1355 members 
Mstep: Class 9 contains 6413 members 
Mstep: Class 10 contains 4276 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169973 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9020 members 
Mstep: Class 15 contains 164440 members 
Mstep: Class 16 contains 165370 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25326 members 
Mstep: Class 20 contains 52278 members 
Mstep: Class 21 contains 158946 members 
Mstep: Class 22 contains 81982 members 
Mstep: Class 23 contains 146423 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407840.000000 Penalty: 87655.367188
Iteration 347Q: 26 clusters Score -1.804078e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160052 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 171025 members 
Mstep: Class 5 contains 2845 members 
Mstep: Class 6 contains 52149 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1355 members 
Mstep: Class 9 contains 6413 members 
Mstep: Class 10 contains 4264 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169957 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9009 members 
Mstep: Class 15 contains 164428 members 
Mstep: Class 16 contains 165380 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25327 members 
Mstep: Class 20 contains 52285 members 
Mstep: Class 21 contains 158935 members 
Mstep: Class 22 contains 81976 members 
Mstep: Class 23 contains 146424 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407712.000000 Penalty: 87655.367188
Iteration 348Q: 26 clusters Score -1.804077e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160022 members 
Mstep: Class 2 contains 2476 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 171058 members 
Mstep: Class 5 contains 2844 members 
Mstep: Class 6 contains 52187 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1355 members 
Mstep: Class 9 contains 6413 members 
Mstep: Class 10 contains 4251 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169941 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9002 members 
Mstep: Class 15 contains 164434 members 
Mstep: Class 16 contains 165396 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25328 members 
Mstep: Class 20 contains 52285 members 
Mstep: Class 21 contains 158903 members 
Mstep: Class 22 contains 81979 members 
Mstep: Class 23 contains 146429 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407824.000000 Penalty: 87655.367188
Iteration 349Q: 26 clusters Score -1.804078e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160011 members 
Mstep: Class 2 contains 2475 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 171102 members 
Mstep: Class 5 contains 2844 members 
Mstep: Class 6 contains 52215 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1355 members 
Mstep: Class 9 contains 6414 members 
Mstep: Class 10 contains 4236 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169914 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 8999 members 
Mstep: Class 15 contains 164428 members 
Mstep: Class 16 contains 165414 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25330 members 
Mstep: Class 20 contains 52298 members 
Mstep: Class 21 contains 158853 members 
Mstep: Class 22 contains 81983 members 
Mstep: Class 23 contains 146432 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407968.000000 Penalty: 87655.367188
Iteration 350Q: 26 clusters Score -1.80408e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160016 members 
Mstep: Class 2 contains 2473 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 171137 members 
Mstep: Class 5 contains 2843 members 
Mstep: Class 6 contains 52248 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1355 members 
Mstep: Class 9 contains 6414 members 
Mstep: Class 10 contains 4225 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169891 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9003 members 
Mstep: Class 15 contains 164422 members 
Mstep: Class 16 contains 165428 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25328 members 
Mstep: Class 20 contains 52301 members 
Mstep: Class 21 contains 158831 members 
Mstep: Class 22 contains 81978 members 
Mstep: Class 23 contains 146410 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407968.000000 Penalty: 87655.367188
Iteration 351Q: 26 clusters Score -1.80408e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159989 members 
Mstep: Class 2 contains 2470 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 171148 members 
Mstep: Class 5 contains 2844 members 
Mstep: Class 6 contains 52286 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1354 members 
Mstep: Class 9 contains 6414 members 
Mstep: Class 10 contains 4204 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169886 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9010 members 
Mstep: Class 15 contains 164441 members 
Mstep: Class 16 contains 165418 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25319 members 
Mstep: Class 20 contains 52316 members 
Mstep: Class 21 contains 158795 members 
Mstep: Class 22 contains 81985 members 
Mstep: Class 23 contains 146424 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407728.000000 Penalty: 87655.367188
Iteration 352Q: 26 clusters Score -1.804077e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159968 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 171169 members 
Mstep: Class 5 contains 2844 members 
Mstep: Class 6 contains 52314 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1354 members 
Mstep: Class 9 contains 6415 members 
Mstep: Class 10 contains 4188 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169895 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 8998 members 
Mstep: Class 15 contains 164454 members 
Mstep: Class 16 contains 165402 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25316 members 
Mstep: Class 20 contains 52326 members 
Mstep: Class 21 contains 158782 members 
Mstep: Class 22 contains 81993 members 
Mstep: Class 23 contains 146417 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407952.000000 Penalty: 87655.367188
Iteration 353Q: 26 clusters Score -1.80408e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159960 members 
Mstep: Class 2 contains 2465 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 171155 members 
Mstep: Class 5 contains 2844 members 
Mstep: Class 6 contains 52344 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1354 members 
Mstep: Class 9 contains 6419 members 
Mstep: Class 10 contains 4173 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169882 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 8995 members 
Mstep: Class 15 contains 164469 members 
Mstep: Class 16 contains 165386 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25325 members 
Mstep: Class 20 contains 52337 members 
Mstep: Class 21 contains 158771 members 
Mstep: Class 22 contains 81996 members 
Mstep: Class 23 contains 146428 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407680.000000 Penalty: 87655.367188
Iteration 354Q: 26 clusters Score -1.804077e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159966 members 
Mstep: Class 2 contains 2460 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 171120 members 
Mstep: Class 5 contains 2844 members 
Mstep: Class 6 contains 52372 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 6423 members 
Mstep: Class 10 contains 4161 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169877 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 8996 members 
Mstep: Class 15 contains 164487 members 
Mstep: Class 16 contains 165350 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25327 members 
Mstep: Class 20 contains 52343 members 
Mstep: Class 21 contains 158784 members 
Mstep: Class 22 contains 82008 members 
Mstep: Class 23 contains 146428 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407616.000000 Penalty: 87655.367188
Iteration 355Q: 26 clusters Score -1.804076e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159962 members 
Mstep: Class 2 contains 2455 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 171099 members 
Mstep: Class 5 contains 2843 members 
Mstep: Class 6 contains 52403 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 4156 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169867 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9000 members 
Mstep: Class 15 contains 164501 members 
Mstep: Class 16 contains 165312 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25333 members 
Mstep: Class 20 contains 52346 members 
Mstep: Class 21 contains 158792 members 
Mstep: Class 22 contains 82020 members 
Mstep: Class 23 contains 146432 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407584.000000 Penalty: 87655.367188
Iteration 356Q: 26 clusters Score -1.804076e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159953 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 171077 members 
Mstep: Class 5 contains 2842 members 
Mstep: Class 6 contains 52436 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 6426 members 
Mstep: Class 10 contains 4148 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169847 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9007 members 
Mstep: Class 15 contains 164504 members 
Mstep: Class 16 contains 165271 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25339 members 
Mstep: Class 20 contains 52365 members 
Mstep: Class 21 contains 158795 members 
Mstep: Class 22 contains 82025 members 
Mstep: Class 23 contains 146459 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407840.000000 Penalty: 87655.367188
Iteration 357Q: 26 clusters Score -1.804078e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159942 members 
Mstep: Class 2 contains 2447 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 171041 members 
Mstep: Class 5 contains 2841 members 
Mstep: Class 6 contains 52482 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 6427 members 
Mstep: Class 10 contains 4136 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169831 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9033 members 
Mstep: Class 15 contains 164514 members 
Mstep: Class 16 contains 165279 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25343 members 
Mstep: Class 20 contains 52372 members 
Mstep: Class 21 contains 158786 members 
Mstep: Class 22 contains 82024 members 
Mstep: Class 23 contains 146447 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407888.000000 Penalty: 87655.367188
Iteration 358Q: 26 clusters Score -1.804079e+08 nChanged 917
Entering ConstructFrom: 
Score: -180407888.000000 Penalty: 87655.367188
Entering ConstructFrom: 
Trying to split cluster 1 (159954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159954 members 
Entering Unmasked Estep 
Score: -21202182.000000 Penalty: 2971.695068
	Iteration 0F: 2 clusters Score -2.120218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79709 members 
Mstep: Class 2 contains 80245 members 
Entering Unmasked Estep 
Score: -21097762.000000 Penalty: 5943.390137
	Iteration 0F: 3 clusters Score -2.109776e+07 nChanged 76650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76331 members 
Mstep: Class 2 contains 83623 members 
Entering Unmasked Estep 
Score: -21142304.000000 Penalty: 5943.390137
	Iteration 1F: 3 clusters Score -2.11423e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74037 members 
Mstep: Class 2 contains 85917 members 
Entering Unmasked Estep 
Score: -21143510.000000 Penalty: 5943.390137
	Iteration 2Q: 3 clusters Score -2.114351e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70518 members 
Mstep: Class 2 contains 89436 members 
Entering Unmasked Estep 
Score: -21145302.000000 Penalty: 5943.390137
	Iteration 3Q: 3 clusters Score -2.11453e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 94699 members 
Entering Unmasked Estep 
Score: -21148438.000000 Penalty: 5943.390137
	Iteration 4Q: 3 clusters Score -2.114844e+07 nChanged 9289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 101996 members 
Entering Unmasked Estep 
Score: -21153874.000000 Penalty: 5943.390137
	Iteration 5F: 3 clusters Score -2.115387e+07 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 111069 members 
Entering Unmasked Estep 
Score: -21161730.000000 Penalty: 5943.390137
	Iteration 6F: 3 clusters Score -2.116173e+07 nChanged 11559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 120584 members 
Entering Unmasked Estep 
Score: -21171402.000000 Penalty: 5943.390137
	Iteration 7F: 3 clusters Score -2.11714e+07 nChanged 9986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 128404 members 
Entering Unmasked Estep 
Score: -21179824.000000 Penalty: 5943.390137
	Iteration 8F: 3 clusters Score -2.117982e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 133645 members 
Entering Unmasked Estep 
Score: -21185512.000000 Penalty: 5943.390137
	Iteration 9Q: 3 clusters Score -2.118551e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 137118 members 
Entering Unmasked Estep 
Score: -21189170.000000 Penalty: 5943.390137
	Iteration 10Q: 3 clusters Score -2.118917e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 139715 members 
Entering Unmasked Estep 
Score: -21191444.000000 Penalty: 5943.390137
	Iteration 11Q: 3 clusters Score -2.119144e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 141883 members 
Entering Unmasked Estep 
Score: -21193126.000000 Penalty: 5943.390137
	Iteration 12Q: 3 clusters Score -2.119313e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 143832 members 
Entering Unmasked Estep 
Score: -21194726.000000 Penalty: 5943.390137
	Iteration 13Q: 3 clusters Score -2.119473e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 145544 members 
Entering Unmasked Estep 
Score: -21196076.000000 Penalty: 5943.390137
	Iteration 14Q: 3 clusters Score -2.119608e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 146979 members 
Entering Unmasked Estep 
Score: -21197086.000000 Penalty: 5943.390137
	Iteration 15Q: 3 clusters Score -2.119709e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 148232 members 
Entering Unmasked Estep 
Score: -21198078.000000 Penalty: 5943.390137
	Iteration 16Q: 3 clusters Score -2.119808e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 149207 members 
Entering Unmasked Estep 
Score: -21198714.000000 Penalty: 5943.390137
	Iteration 17Q: 3 clusters Score -2.119871e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 150008 members 
Entering Unmasked Estep 
Score: -21199248.000000 Penalty: 5943.390137
	Iteration 18Q: 3 clusters Score -2.119925e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 150691 members 
Entering Unmasked Estep 
Score: -21199610.000000 Penalty: 5943.390137
	Iteration 19Q: 3 clusters Score -2.119961e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 151271 members 
Entering Unmasked Estep 
Score: -21199912.000000 Penalty: 5943.390137
	Iteration 20F: 3 clusters Score -2.119991e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 151732 members 
Entering Unmasked Estep 
Score: -21200130.000000 Penalty: 5943.390137
	Iteration 21Q: 3 clusters Score -2.120013e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 152155 members 
Entering Unmasked Estep 
Score: -21200288.000000 Penalty: 5943.390137
	Iteration 22Q: 3 clusters Score -2.120029e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 152565 members 
Entering Unmasked Estep 
Score: -21200410.000000 Penalty: 5943.390137
	Iteration 23Q: 3 clusters Score -2.120041e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 152957 members 
Entering Unmasked Estep 
Score: -21200574.000000 Penalty: 5943.390137
	Iteration 24Q: 3 clusters Score -2.120057e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 153283 members 
Entering Unmasked Estep 
Score: -21200558.000000 Penalty: 5943.390137
	Iteration 25Q: 3 clusters Score -2.120056e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 153579 members 
Entering Unmasked Estep 
Score: -21200644.000000 Penalty: 5943.390137
	Iteration 26Q: 3 clusters Score -2.120064e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 153889 members 
Entering Unmasked Estep 
Score: -21200678.000000 Penalty: 5943.390137
	Iteration 27Q: 3 clusters Score -2.120068e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 154148 members 
Entering Unmasked Estep 
Score: -21200694.000000 Penalty: 5943.390137
	Iteration 28Q: 3 clusters Score -2.120069e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 154355 members 
Entering Unmasked Estep 
Score: -21200702.000000 Penalty: 5943.390137
	Iteration 29Q: 3 clusters Score -2.12007e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 154535 members 
Entering Unmasked Estep 
Score: -21200726.000000 Penalty: 5943.390137
	Iteration 30Q: 3 clusters Score -2.120073e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 154694 members 
Entering Unmasked Estep 
Score: -21200680.000000 Penalty: 5943.390137
	Iteration 31Q: 3 clusters Score -2.120068e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 154834 members 
Entering Unmasked Estep 
Score: -21200654.000000 Penalty: 5943.390137
	Iteration 32Q: 3 clusters Score -2.120065e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 154960 members 
Entering Unmasked Estep 
Score: -21200646.000000 Penalty: 5943.390137
	Iteration 33Q: 3 clusters Score -2.120065e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 155083 members 
Entering Unmasked Estep 
Score: -21200662.000000 Penalty: 5943.390137
	Iteration 34Q: 3 clusters Score -2.120066e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 155195 members 
Entering Unmasked Estep 
Score: -21200688.000000 Penalty: 5943.390137
	Iteration 35Q: 3 clusters Score -2.120069e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 155295 members 
Entering Unmasked Estep 
Score: -21200644.000000 Penalty: 5943.390137
	Iteration 36Q: 3 clusters Score -2.120064e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 155392 members 
Entering Unmasked Estep 
Score: -21200680.000000 Penalty: 5943.390137
	Iteration 37Q: 3 clusters Score -2.120068e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 155478 members 
Entering Unmasked Estep 
Score: -21200678.000000 Penalty: 5943.390137
	Iteration 38Q: 3 clusters Score -2.120068e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 155547 members 
Entering Unmasked Estep 
Score: -21200706.000000 Penalty: 5943.390137
	Iteration 39Q: 3 clusters Score -2.120071e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 155616 members 
Entering Unmasked Estep 
Score: -21200738.000000 Penalty: 5943.390137
	Iteration 40F: 3 clusters Score -2.120074e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 155673 members 
Entering Unmasked Estep 
Score: -21200720.000000 Penalty: 5943.390137
	Iteration 41Q: 3 clusters Score -2.120072e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 155721 members 
Entering Unmasked Estep 
Score: -21200746.000000 Penalty: 5943.390137
	Iteration 42Q: 3 clusters Score -2.120075e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 155784 members 
Entering Unmasked Estep 
Score: -21200726.000000 Penalty: 5943.390137
	Iteration 43Q: 3 clusters Score -2.120073e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 155851 members 
Entering Unmasked Estep 
Score: -21200702.000000 Penalty: 5943.390137
	Iteration 44Q: 3 clusters Score -2.12007e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 155917 members 
Entering Unmasked Estep 
Score: -21200714.000000 Penalty: 5943.390137
	Iteration 45Q: 3 clusters Score -2.120071e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 155969 members 
Entering Unmasked Estep 
Score: -21200694.000000 Penalty: 5943.390137
	Iteration 46Q: 3 clusters Score -2.120069e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 156014 members 
Entering Unmasked Estep 
Score: -21200682.000000 Penalty: 5943.390137
	Iteration 47Q: 3 clusters Score -2.120068e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 156048 members 
Entering Unmasked Estep 
Score: -21200674.000000 Penalty: 5943.390137
	Iteration 48Q: 3 clusters Score -2.120067e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 156089 members 
Entering Unmasked Estep 
Score: -21200658.000000 Penalty: 5943.390137
	Iteration 49Q: 3 clusters Score -2.120066e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 156122 members 
Entering Unmasked Estep 
Score: -21200688.000000 Penalty: 5943.390137
	Iteration 50Q: 3 clusters Score -2.120069e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 156152 members 
Entering Unmasked Estep 
Score: -21200676.000000 Penalty: 5943.390137
	Iteration 51Q: 3 clusters Score -2.120068e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 156177 members 
Entering Unmasked Estep 
Score: -21200664.000000 Penalty: 5943.390137
	Iteration 52Q: 3 clusters Score -2.120066e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 156207 members 
Entering Unmasked Estep 
Score: -21200636.000000 Penalty: 5943.390137
	Iteration 53Q: 3 clusters Score -2.120064e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 156232 members 
Entering Unmasked Estep 
Score: -21200618.000000 Penalty: 5943.390137
	Iteration 54Q: 3 clusters Score -2.120062e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 156252 members 
Entering Unmasked Estep 
Score: -21200620.000000 Penalty: 5943.390137
	Iteration 55Q: 3 clusters Score -2.120062e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 156274 members 
Entering Unmasked Estep 
Score: -21200620.000000 Penalty: 5943.390137
	Iteration 56Q: 3 clusters Score -2.120062e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 156302 members 
Entering Unmasked Estep 
Score: -21200618.000000 Penalty: 5943.390137
	Iteration 57Q: 3 clusters Score -2.120062e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 156330 members 
Entering Unmasked Estep 
Score: -21200628.000000 Penalty: 5943.390137
	Iteration 58Q: 3 clusters Score -2.120063e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 156368 members 
Entering Unmasked Estep 
Score: -21200616.000000 Penalty: 5943.390137
	Iteration 59Q: 3 clusters Score -2.120062e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 156407 members 
Entering Unmasked Estep 
Score: -21200636.000000 Penalty: 5943.390137
	Iteration 60F: 3 clusters Score -2.120064e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 156447 members 
Entering Unmasked Estep 
Score: -21200634.000000 Penalty: 5943.390137
	Iteration 61Q: 3 clusters Score -2.120063e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 156476 members 
Entering Unmasked Estep 
Score: -21200612.000000 Penalty: 5943.390137
	Iteration 62Q: 3 clusters Score -2.120061e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 156504 members 
Entering Unmasked Estep 
Score: -21200612.000000 Penalty: 5943.390137
	Iteration 63Q: 3 clusters Score -2.120061e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 156536 members 
Entering Unmasked Estep 
Score: -21200624.000000 Penalty: 5943.390137
	Iteration 64Q: 3 clusters Score -2.120062e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 156567 members 
Entering Unmasked Estep 
Score: -21200576.000000 Penalty: 5943.390137
	Iteration 65Q: 3 clusters Score -2.120058e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 156596 members 
Entering Unmasked Estep 
Score: -21200578.000000 Penalty: 5943.390137
	Iteration 66Q: 3 clusters Score -2.120058e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 156627 members 
Entering Unmasked Estep 
Score: -21200568.000000 Penalty: 5943.390137
	Iteration 67Q: 3 clusters Score -2.120057e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 156655 members 
Entering Unmasked Estep 
Score: -21200586.000000 Penalty: 5943.390137
	Iteration 68Q: 3 clusters Score -2.120059e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 156689 members 
Entering Unmasked Estep 
Score: -21200580.000000 Penalty: 5943.390137
	Iteration 69Q: 3 clusters Score -2.120058e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 156720 members 
Entering Unmasked Estep 
Score: -21200586.000000 Penalty: 5943.390137
	Iteration 70Q: 3 clusters Score -2.120059e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 156746 members 
Entering Unmasked Estep 
Score: -21200566.000000 Penalty: 5943.390137
	Iteration 71Q: 3 clusters Score -2.120057e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 156770 members 
Entering Unmasked Estep 
Score: -21200568.000000 Penalty: 5943.390137
	Iteration 72Q: 3 clusters Score -2.120057e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 156802 members 
Entering Unmasked Estep 
Score: -21200550.000000 Penalty: 5943.390137
	Iteration 73Q: 3 clusters Score -2.120055e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 156832 members 
Entering Unmasked Estep 
Score: -21200564.000000 Penalty: 5943.390137
	Iteration 74Q: 3 clusters Score -2.120056e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 156848 members 
Entering Unmasked Estep 
Score: -21200516.000000 Penalty: 5943.390137
	Iteration 75Q: 3 clusters Score -2.120052e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 156872 members 
Entering Unmasked Estep 
Score: -21200514.000000 Penalty: 5943.390137
	Iteration 76Q: 3 clusters Score -2.120051e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 156889 members 
Entering Unmasked Estep 
Score: -21200508.000000 Penalty: 5943.390137
	Iteration 77Q: 3 clusters Score -2.120051e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 156903 members 
Entering Unmasked Estep 
Score: -21200514.000000 Penalty: 5943.390137
	Iteration 78Q: 3 clusters Score -2.120051e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 156922 members 
Entering Unmasked Estep 
Score: -21200524.000000 Penalty: 5943.390137
	Iteration 79Q: 3 clusters Score -2.120052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 156936 members 
Entering Unmasked Estep 
Score: -21200510.000000 Penalty: 5943.390137
	Iteration 80F: 3 clusters Score -2.120051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 156946 members 
Entering Unmasked Estep 
Score: -21200516.000000 Penalty: 5943.390137
	Iteration 81Q: 3 clusters Score -2.120052e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 156961 members 
Entering Unmasked Estep 
Score: -21200518.000000 Penalty: 5943.390137
	Iteration 82Q: 3 clusters Score -2.120052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 156979 members 
Entering Unmasked Estep 
Score: -21200522.000000 Penalty: 5943.390137
	Iteration 83Q: 3 clusters Score -2.120052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 156997 members 
Entering Unmasked Estep 
Score: -21200518.000000 Penalty: 5943.390137
	Iteration 84Q: 3 clusters Score -2.120052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 157011 members 
Entering Unmasked Estep 
Score: -21200520.000000 Penalty: 5943.390137
	Iteration 85Q: 3 clusters Score -2.120052e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 157020 members 
Entering Unmasked Estep 
Score: -21200522.000000 Penalty: 5943.390137
	Iteration 86Q: 3 clusters Score -2.120052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 157025 members 
Entering Unmasked Estep 
Score: -21200530.000000 Penalty: 5943.390137
	Iteration 87Q: 3 clusters Score -2.120053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 157029 members 
Entering Unmasked Estep 
Score: -21200526.000000 Penalty: 5943.390137
	Iteration 88Q: 3 clusters Score -2.120053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 157035 members 
Entering Unmasked Estep 
Score: -21200534.000000 Penalty: 5943.390137
	Iteration 89Q: 3 clusters Score -2.120053e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 157044 members 
Entering Unmasked Estep 
Score: -21200536.000000 Penalty: 5943.390137
	Iteration 90Q: 3 clusters Score -2.120054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 157050 members 
Entering Unmasked Estep 
Score: -21200538.000000 Penalty: 5943.390137
	Iteration 91Q: 3 clusters Score -2.120054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 157056 members 
Entering Unmasked Estep 
Score: -21200538.000000 Penalty: 5943.390137
	Iteration 92Q: 3 clusters Score -2.120054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 157062 members 
Entering Unmasked Estep 
Score: -21200522.000000 Penalty: 5943.390137
	Iteration 93Q: 3 clusters Score -2.120052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 157068 members 
Entering Unmasked Estep 
Score: -21200522.000000 Penalty: 5943.390137
	Iteration 94Q: 3 clusters Score -2.120052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 157075 members 
Entering Unmasked Estep 
Score: -21200530.000000 Penalty: 5943.390137
	Iteration 95Q: 3 clusters Score -2.120053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 157083 members 
Entering Unmasked Estep 
Score: -21200520.000000 Penalty: 5943.390137
	Iteration 96Q: 3 clusters Score -2.120052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 157086 members 
Entering Unmasked Estep 
Score: -21200520.000000 Penalty: 5943.390137
	Iteration 97Q: 3 clusters Score -2.120052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 157086 members 
Entering Unmasked Estep 
Score: -21200520.000000 Penalty: 5943.390137
	Iteration 98Q: 3 clusters Score -2.120052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 157086 members 
Entering Unmasked Estep 
Score: -21200520.000000 Penalty: 5943.390137
	Iteration 99F: 3 clusters Score -2.120052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Entering Unmasked Estep 
Score: -319102.500000 Penalty: 1935.049316
	Iteration 0F: 2 clusters Score -319102.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -316231.750000 Penalty: 3870.098633
	Iteration 0F: 3 clusters Score -316231.8 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -316902.718750 Penalty: 3870.098633
	Iteration 1F: 3 clusters Score -316902.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -317176.906250 Penalty: 3870.098633
	Iteration 2F: 3 clusters Score -317176.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -317358.093750 Penalty: 3870.098633
	Iteration 3F: 3 clusters Score -317358.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -317475.125000 Penalty: 3870.098633
	Iteration 4Q: 3 clusters Score -317475.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -317588.562500 Penalty: 3870.098633
	Iteration 5Q: 3 clusters Score -317588.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -317713.281250 Penalty: 3870.098633
	Iteration 6Q: 3 clusters Score -317713.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -317831.250000 Penalty: 3870.098633
	Iteration 7Q: 3 clusters Score -317831.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -317950.125000 Penalty: 3870.098633
	Iteration 8Q: 3 clusters Score -317950.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -318022.250000 Penalty: 3870.098633
	Iteration 9Q: 3 clusters Score -318022.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -318082.406250 Penalty: 3870.098633
	Iteration 10Q: 3 clusters Score -318082.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -318135.968750 Penalty: 3870.098633
	Iteration 11Q: 3 clusters Score -318136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -318166.156250 Penalty: 3870.098633
	Iteration 12Q: 3 clusters Score -318166.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -318188.781250 Penalty: 3870.098633
	Iteration 13Q: 3 clusters Score -318188.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -318195.250000 Penalty: 3870.098633
	Iteration 14Q: 3 clusters Score -318195.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -318204.843750 Penalty: 3870.098633
	Iteration 15Q: 3 clusters Score -318204.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -318214.625000 Penalty: 3870.098633
	Iteration 16Q: 3 clusters Score -318214.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -318224.093750 Penalty: 3870.098633
	Iteration 17Q: 3 clusters Score -318224.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -318226.500000 Penalty: 3870.098633
	Iteration 18Q: 3 clusters Score -318226.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -318231.250000 Penalty: 3870.098633
	Iteration 19Q: 3 clusters Score -318231.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -318235.187500 Penalty: 3870.098633
	Iteration 20F: 3 clusters Score -318235.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -318237.093750 Penalty: 3870.098633
	Iteration 21Q: 3 clusters Score -318237.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -318237.093750 Penalty: 3870.098633
	Iteration 22F: 3 clusters Score -318237.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Entering Unmasked Estep 
Score: -118350.062500 Penalty: 1686.993896
	Iteration 0F: 2 clusters Score -118350.1 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 442 members 
Entering Unmasked Estep 
Score: -116544.304688 Penalty: 3373.987793
	Iteration 0F: 3 clusters Score -116544.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -116842.117188 Penalty: 3373.987793
	Iteration 1F: 3 clusters Score -116842.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -116916.359375 Penalty: 3373.987793
	Iteration 2F: 3 clusters Score -116916.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -116947.554688 Penalty: 3373.987793
	Iteration 3Q: 3 clusters Score -116947.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -116973.750000 Penalty: 3373.987793
	Iteration 4Q: 3 clusters Score -116973.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -116993.414062 Penalty: 3373.987793
	Iteration 5Q: 3 clusters Score -116993.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -117008.507812 Penalty: 3373.987793
	Iteration 6Q: 3 clusters Score -117008.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -117013.328125 Penalty: 3373.987793
	Iteration 7Q: 3 clusters Score -117013.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -117013.328125 Penalty: 3373.987793
	Iteration 8F: 3 clusters Score -117013.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (171024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171024 members 
Entering Unmasked Estep 
Score: -22700218.000000 Penalty: 2988.290771
	Iteration 0F: 2 clusters Score -2.270022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85352 members 
Mstep: Class 2 contains 85672 members 
Entering Unmasked Estep 
Score: -22587508.000000 Penalty: 5976.581543
	Iteration 0F: 3 clusters Score -2.258751e+07 nChanged 82221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83015 members 
Mstep: Class 2 contains 88009 members 
Entering Unmasked Estep 
Score: -22635426.000000 Penalty: 5976.581543
	Iteration 1F: 3 clusters Score -2.263543e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81673 members 
Mstep: Class 2 contains 89351 members 
Entering Unmasked Estep 
Score: -22637180.000000 Penalty: 5976.581543
	Iteration 2Q: 3 clusters Score -2.263718e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79618 members 
Mstep: Class 2 contains 91406 members 
Entering Unmasked Estep 
Score: -22639836.000000 Penalty: 5976.581543
	Iteration 3Q: 3 clusters Score -2.263984e+07 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76950 members 
Mstep: Class 2 contains 94074 members 
Entering Unmasked Estep 
Score: -22644096.000000 Penalty: 5976.581543
	Iteration 4Q: 3 clusters Score -2.26441e+07 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73982 members 
Mstep: Class 2 contains 97042 members 
Entering Unmasked Estep 
Score: -22650608.000000 Penalty: 5976.581543
	Iteration 5F: 3 clusters Score -2.265061e+07 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71437 members 
Mstep: Class 2 contains 99587 members 
Entering Unmasked Estep 
Score: -22659486.000000 Penalty: 5976.581543
	Iteration 6F: 3 clusters Score -2.265949e+07 nChanged 11749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70272 members 
Mstep: Class 2 contains 100752 members 
Entering Unmasked Estep 
Score: -22668592.000000 Penalty: 5976.581543
	Iteration 7F: 3 clusters Score -2.266859e+07 nChanged 10545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70199 members 
Mstep: Class 2 contains 100825 members 
Entering Unmasked Estep 
Score: -22674972.000000 Penalty: 5976.581543
	Iteration 8F: 3 clusters Score -2.267497e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70501 members 
Mstep: Class 2 contains 100523 members 
Entering Unmasked Estep 
Score: -22677492.000000 Penalty: 5976.581543
	Iteration 9Q: 3 clusters Score -2.267749e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70731 members 
Mstep: Class 2 contains 100293 members 
Entering Unmasked Estep 
Score: -22678216.000000 Penalty: 5976.581543
	Iteration 10Q: 3 clusters Score -2.267822e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71018 members 
Mstep: Class 2 contains 100006 members 
Entering Unmasked Estep 
Score: -22678512.000000 Penalty: 5976.581543
	Iteration 11Q: 3 clusters Score -2.267851e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71381 members 
Mstep: Class 2 contains 99643 members 
Entering Unmasked Estep 
Score: -22678776.000000 Penalty: 5976.581543
	Iteration 12Q: 3 clusters Score -2.267878e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71829 members 
Mstep: Class 2 contains 99195 members 
Entering Unmasked Estep 
Score: -22678990.000000 Penalty: 5976.581543
	Iteration 13Q: 3 clusters Score -2.267899e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72460 members 
Mstep: Class 2 contains 98564 members 
Entering Unmasked Estep 
Score: -22679270.000000 Penalty: 5976.581543
	Iteration 14Q: 3 clusters Score -2.267927e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73192 members 
Mstep: Class 2 contains 97832 members 
Entering Unmasked Estep 
Score: -22679592.000000 Penalty: 5976.581543
	Iteration 15Q: 3 clusters Score -2.267959e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74019 members 
Mstep: Class 2 contains 97005 members 
Entering Unmasked Estep 
Score: -22679732.000000 Penalty: 5976.581543
	Iteration 16Q: 3 clusters Score -2.267973e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75028 members 
Mstep: Class 2 contains 95996 members 
Entering Unmasked Estep 
Score: -22679954.000000 Penalty: 5976.581543
	Iteration 17Q: 3 clusters Score -2.267995e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76176 members 
Mstep: Class 2 contains 94848 members 
Entering Unmasked Estep 
Score: -22680242.000000 Penalty: 5976.581543
	Iteration 18Q: 3 clusters Score -2.268024e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77433 members 
Mstep: Class 2 contains 93591 members 
Entering Unmasked Estep 
Score: -22680548.000000 Penalty: 5976.581543
	Iteration 19Q: 3 clusters Score -2.268055e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78867 members 
Mstep: Class 2 contains 92157 members 
Entering Unmasked Estep 
Score: -22680766.000000 Penalty: 5976.581543
	Iteration 20F: 3 clusters Score -2.268077e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80501 members 
Mstep: Class 2 contains 90523 members 
Entering Unmasked Estep 
Score: -22681224.000000 Penalty: 5976.581543
	Iteration 21Q: 3 clusters Score -2.268122e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82413 members 
Mstep: Class 2 contains 88611 members 
Entering Unmasked Estep 
Score: -22681790.000000 Penalty: 5976.581543
	Iteration 22Q: 3 clusters Score -2.268179e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84594 members 
Mstep: Class 2 contains 86430 members 
Entering Unmasked Estep 
Score: -22682528.000000 Penalty: 5976.581543
	Iteration 23Q: 3 clusters Score -2.268253e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87046 members 
Mstep: Class 2 contains 83978 members 
Entering Unmasked Estep 
Score: -22683256.000000 Penalty: 5976.581543
	Iteration 24Q: 3 clusters Score -2.268326e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89645 members 
Mstep: Class 2 contains 81379 members 
Entering Unmasked Estep 
Score: -22684202.000000 Penalty: 5976.581543
	Iteration 25Q: 3 clusters Score -2.26842e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92363 members 
Mstep: Class 2 contains 78661 members 
Entering Unmasked Estep 
Score: -22685050.000000 Penalty: 5976.581543
	Iteration 26Q: 3 clusters Score -2.268505e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95237 members 
Mstep: Class 2 contains 75787 members 
Entering Unmasked Estep 
Score: -22686418.000000 Penalty: 5976.581543
	Iteration 27Q: 3 clusters Score -2.268642e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98225 members 
Mstep: Class 2 contains 72799 members 
Entering Unmasked Estep 
Score: -22687594.000000 Penalty: 5976.581543
	Iteration 28Q: 3 clusters Score -2.268759e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101324 members 
Mstep: Class 2 contains 69700 members 
Entering Unmasked Estep 
Score: -22688672.000000 Penalty: 5976.581543
	Iteration 29Q: 3 clusters Score -2.268867e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104431 members 
Mstep: Class 2 contains 66593 members 
Entering Unmasked Estep 
Score: -22689606.000000 Penalty: 5976.581543
	Iteration 30Q: 3 clusters Score -2.268961e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107490 members 
Mstep: Class 2 contains 63534 members 
Entering Unmasked Estep 
Score: -22690546.000000 Penalty: 5976.581543
	Iteration 31Q: 3 clusters Score -2.269055e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110596 members 
Mstep: Class 2 contains 60428 members 
Entering Unmasked Estep 
Score: -22691352.000000 Penalty: 5976.581543
	Iteration 32Q: 3 clusters Score -2.269135e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113687 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -22692072.000000 Penalty: 5976.581543
	Iteration 33Q: 3 clusters Score -2.269207e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116650 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -22692944.000000 Penalty: 5976.581543
	Iteration 34Q: 3 clusters Score -2.269294e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119559 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -22693658.000000 Penalty: 5976.581543
	Iteration 35Q: 3 clusters Score -2.269366e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122276 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -22694306.000000 Penalty: 5976.581543
	Iteration 36Q: 3 clusters Score -2.269431e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124786 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -22694806.000000 Penalty: 5976.581543
	Iteration 37Q: 3 clusters Score -2.269481e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127100 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -22695184.000000 Penalty: 5976.581543
	Iteration 38Q: 3 clusters Score -2.269518e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129227 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -22695430.000000 Penalty: 5976.581543
	Iteration 39Q: 3 clusters Score -2.269543e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131073 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -22695848.000000 Penalty: 5976.581543
	Iteration 40F: 3 clusters Score -2.269585e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133185 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -22696298.000000 Penalty: 5976.581543
	Iteration 41Q: 3 clusters Score -2.26963e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135104 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -22696724.000000 Penalty: 5976.581543
	Iteration 42Q: 3 clusters Score -2.269672e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136895 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -22697068.000000 Penalty: 5976.581543
	Iteration 43Q: 3 clusters Score -2.269707e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138524 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -22697396.000000 Penalty: 5976.581543
	Iteration 44Q: 3 clusters Score -2.26974e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139992 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -22697638.000000 Penalty: 5976.581543
	Iteration 45Q: 3 clusters Score -2.269764e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141318 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -22697720.000000 Penalty: 5976.581543
	Iteration 46Q: 3 clusters Score -2.269772e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142570 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -22697874.000000 Penalty: 5976.581543
	Iteration 47Q: 3 clusters Score -2.269787e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143738 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -22697954.000000 Penalty: 5976.581543
	Iteration 48Q: 3 clusters Score -2.269795e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144814 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -22697974.000000 Penalty: 5976.581543
	Iteration 49Q: 3 clusters Score -2.269797e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145869 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -22698052.000000 Penalty: 5976.581543
	Iteration 50Q: 3 clusters Score -2.269805e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146818 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -22698218.000000 Penalty: 5976.581543
	Iteration 51Q: 3 clusters Score -2.269822e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147751 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -22698278.000000 Penalty: 5976.581543
	Iteration 52Q: 3 clusters Score -2.269828e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148672 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -22698220.000000 Penalty: 5976.581543
	Iteration 53Q: 3 clusters Score -2.269822e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149492 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -22698336.000000 Penalty: 5976.581543
	Iteration 54Q: 3 clusters Score -2.269834e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150257 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -22698430.000000 Penalty: 5976.581543
	Iteration 55Q: 3 clusters Score -2.269843e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150993 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -22698472.000000 Penalty: 5976.581543
	Iteration 56Q: 3 clusters Score -2.269847e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151686 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -22698460.000000 Penalty: 5976.581543
	Iteration 57Q: 3 clusters Score -2.269846e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152308 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -22698418.000000 Penalty: 5976.581543
	Iteration 58Q: 3 clusters Score -2.269842e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152887 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -22698536.000000 Penalty: 5976.581543
	Iteration 59Q: 3 clusters Score -2.269854e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153402 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -22698538.000000 Penalty: 5976.581543
	Iteration 60F: 3 clusters Score -2.269854e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153881 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -22698520.000000 Penalty: 5976.581543
	Iteration 61Q: 3 clusters Score -2.269852e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154312 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -22698596.000000 Penalty: 5976.581543
	Iteration 62Q: 3 clusters Score -2.26986e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154734 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -22698632.000000 Penalty: 5976.581543
	Iteration 63Q: 3 clusters Score -2.269863e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155174 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -22698756.000000 Penalty: 5976.581543
	Iteration 64Q: 3 clusters Score -2.269876e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155580 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -22698792.000000 Penalty: 5976.581543
	Iteration 65Q: 3 clusters Score -2.269879e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155988 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -22698866.000000 Penalty: 5976.581543
	Iteration 66Q: 3 clusters Score -2.269887e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156358 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -22698938.000000 Penalty: 5976.581543
	Iteration 67Q: 3 clusters Score -2.269894e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156681 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -22698932.000000 Penalty: 5976.581543
	Iteration 68Q: 3 clusters Score -2.269893e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157021 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -22698980.000000 Penalty: 5976.581543
	Iteration 69Q: 3 clusters Score -2.269898e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157390 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -22699014.000000 Penalty: 5976.581543
	Iteration 70Q: 3 clusters Score -2.269901e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157744 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -22699018.000000 Penalty: 5976.581543
	Iteration 71Q: 3 clusters Score -2.269902e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158059 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -22698978.000000 Penalty: 5976.581543
	Iteration 72Q: 3 clusters Score -2.269898e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158386 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -22698996.000000 Penalty: 5976.581543
	Iteration 73Q: 3 clusters Score -2.2699e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158688 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -22698976.000000 Penalty: 5976.581543
	Iteration 74Q: 3 clusters Score -2.269898e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158984 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -22699022.000000 Penalty: 5976.581543
	Iteration 75Q: 3 clusters Score -2.269902e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159268 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -22699026.000000 Penalty: 5976.581543
	Iteration 76Q: 3 clusters Score -2.269903e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159527 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -22699090.000000 Penalty: 5976.581543
	Iteration 77Q: 3 clusters Score -2.269909e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159761 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -22699102.000000 Penalty: 5976.581543
	Iteration 78Q: 3 clusters Score -2.26991e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159970 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -22699112.000000 Penalty: 5976.581543
	Iteration 79Q: 3 clusters Score -2.269911e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160185 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -22699126.000000 Penalty: 5976.581543
	Iteration 80F: 3 clusters Score -2.269913e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160412 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -22699130.000000 Penalty: 5976.581543
	Iteration 81Q: 3 clusters Score -2.269913e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160632 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -22699116.000000 Penalty: 5976.581543
	Iteration 82Q: 3 clusters Score -2.269912e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160846 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -22699088.000000 Penalty: 5976.581543
	Iteration 83Q: 3 clusters Score -2.269909e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161046 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -22699138.000000 Penalty: 5976.581543
	Iteration 84Q: 3 clusters Score -2.269914e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161234 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -22699172.000000 Penalty: 5976.581543
	Iteration 85Q: 3 clusters Score -2.269917e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161414 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -22699164.000000 Penalty: 5976.581543
	Iteration 86Q: 3 clusters Score -2.269916e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161597 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -22699186.000000 Penalty: 5976.581543
	Iteration 87Q: 3 clusters Score -2.269919e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161760 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -22699156.000000 Penalty: 5976.581543
	Iteration 88Q: 3 clusters Score -2.269916e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161898 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -22699116.000000 Penalty: 5976.581543
	Iteration 89Q: 3 clusters Score -2.269912e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162014 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -22699130.000000 Penalty: 5976.581543
	Iteration 90Q: 3 clusters Score -2.269913e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162132 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -22699158.000000 Penalty: 5976.581543
	Iteration 91Q: 3 clusters Score -2.269916e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162249 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -22699170.000000 Penalty: 5976.581543
	Iteration 92Q: 3 clusters Score -2.269917e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162369 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -22699170.000000 Penalty: 5976.581543
	Iteration 93Q: 3 clusters Score -2.269917e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162484 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -22699176.000000 Penalty: 5976.581543
	Iteration 94Q: 3 clusters Score -2.269918e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162593 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -22699136.000000 Penalty: 5976.581543
	Iteration 95Q: 3 clusters Score -2.269914e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162698 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -22699120.000000 Penalty: 5976.581543
	Iteration 96Q: 3 clusters Score -2.269912e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162798 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -22699140.000000 Penalty: 5976.581543
	Iteration 97Q: 3 clusters Score -2.269914e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162909 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -22699154.000000 Penalty: 5976.581543
	Iteration 98Q: 3 clusters Score -2.269915e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163021 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -22699148.000000 Penalty: 5976.581543
	Iteration 99Q: 3 clusters Score -2.269915e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163140 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -22699140.000000 Penalty: 5976.581543
	Iteration 100F: 3 clusters Score -2.269914e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163234 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -22699132.000000 Penalty: 5976.581543
	Iteration 101Q: 3 clusters Score -2.269913e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163328 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -22699092.000000 Penalty: 5976.581543
	Iteration 102Q: 3 clusters Score -2.269909e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163414 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -22699094.000000 Penalty: 5976.581543
	Iteration 103Q: 3 clusters Score -2.269909e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163487 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -22699082.000000 Penalty: 5976.581543
	Iteration 104Q: 3 clusters Score -2.269908e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163555 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -22699104.000000 Penalty: 5976.581543
	Iteration 105Q: 3 clusters Score -2.26991e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163610 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -22699094.000000 Penalty: 5976.581543
	Iteration 106Q: 3 clusters Score -2.269909e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163673 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -22699098.000000 Penalty: 5976.581543
	Iteration 107Q: 3 clusters Score -2.26991e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163747 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -22699134.000000 Penalty: 5976.581543
	Iteration 108Q: 3 clusters Score -2.269913e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163822 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -22699142.000000 Penalty: 5976.581543
	Iteration 109Q: 3 clusters Score -2.269914e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163895 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -22699136.000000 Penalty: 5976.581543
	Iteration 110Q: 3 clusters Score -2.269914e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163951 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -22699124.000000 Penalty: 5976.581543
	Iteration 111Q: 3 clusters Score -2.269912e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164008 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -22699122.000000 Penalty: 5976.581543
	Iteration 112Q: 3 clusters Score -2.269912e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164074 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -22699152.000000 Penalty: 5976.581543
	Iteration 113Q: 3 clusters Score -2.269915e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164136 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -22699122.000000 Penalty: 5976.581543
	Iteration 114Q: 3 clusters Score -2.269912e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164212 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -22699076.000000 Penalty: 5976.581543
	Iteration 115Q: 3 clusters Score -2.269908e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164296 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -22699064.000000 Penalty: 5976.581543
	Iteration 116Q: 3 clusters Score -2.269906e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164377 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -22699084.000000 Penalty: 5976.581543
	Iteration 117Q: 3 clusters Score -2.269908e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164453 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -22699108.000000 Penalty: 5976.581543
	Iteration 118Q: 3 clusters Score -2.269911e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164526 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -22699120.000000 Penalty: 5976.581543
	Iteration 119Q: 3 clusters Score -2.269912e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164600 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -22699092.000000 Penalty: 5976.581543
	Iteration 120F: 3 clusters Score -2.269909e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164658 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -22699084.000000 Penalty: 5976.581543
	Iteration 121Q: 3 clusters Score -2.269908e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164713 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -22699074.000000 Penalty: 5976.581543
	Iteration 122Q: 3 clusters Score -2.269907e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164763 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -22699062.000000 Penalty: 5976.581543
	Iteration 123Q: 3 clusters Score -2.269906e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164801 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -22699034.000000 Penalty: 5976.581543
	Iteration 124Q: 3 clusters Score -2.269903e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164837 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -22699014.000000 Penalty: 5976.581543
	Iteration 125Q: 3 clusters Score -2.269901e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164878 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -22699028.000000 Penalty: 5976.581543
	Iteration 126Q: 3 clusters Score -2.269903e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164927 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -22699038.000000 Penalty: 5976.581543
	Iteration 127Q: 3 clusters Score -2.269904e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164967 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -22699050.000000 Penalty: 5976.581543
	Iteration 128Q: 3 clusters Score -2.269905e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164995 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -22699030.000000 Penalty: 5976.581543
	Iteration 129Q: 3 clusters Score -2.269903e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165025 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -22699046.000000 Penalty: 5976.581543
	Iteration 130Q: 3 clusters Score -2.269905e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165063 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -22699008.000000 Penalty: 5976.581543
	Iteration 131Q: 3 clusters Score -2.269901e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165090 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -22699022.000000 Penalty: 5976.581543
	Iteration 132Q: 3 clusters Score -2.269902e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165120 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -22699030.000000 Penalty: 5976.581543
	Iteration 133Q: 3 clusters Score -2.269903e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165145 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -22699018.000000 Penalty: 5976.581543
	Iteration 134Q: 3 clusters Score -2.269902e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165165 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -22699008.000000 Penalty: 5976.581543
	Iteration 135Q: 3 clusters Score -2.269901e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165187 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -22699024.000000 Penalty: 5976.581543
	Iteration 136Q: 3 clusters Score -2.269902e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165206 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -22699040.000000 Penalty: 5976.581543
	Iteration 137Q: 3 clusters Score -2.269904e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165222 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -22699028.000000 Penalty: 5976.581543
	Iteration 138Q: 3 clusters Score -2.269903e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165236 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -22699022.000000 Penalty: 5976.581543
	Iteration 139Q: 3 clusters Score -2.269902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165245 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -22699010.000000 Penalty: 5976.581543
	Iteration 140F: 3 clusters Score -2.269901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165255 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -22699000.000000 Penalty: 5976.581543
	Iteration 141Q: 3 clusters Score -2.2699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165265 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -22698984.000000 Penalty: 5976.581543
	Iteration 142Q: 3 clusters Score -2.269898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165272 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -22698976.000000 Penalty: 5976.581543
	Iteration 143Q: 3 clusters Score -2.269898e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165279 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -22698964.000000 Penalty: 5976.581543
	Iteration 144Q: 3 clusters Score -2.269896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165288 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -22698986.000000 Penalty: 5976.581543
	Iteration 145Q: 3 clusters Score -2.269899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165299 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -22698970.000000 Penalty: 5976.581543
	Iteration 146Q: 3 clusters Score -2.269897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165308 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -22698966.000000 Penalty: 5976.581543
	Iteration 147Q: 3 clusters Score -2.269897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165311 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -22698964.000000 Penalty: 5976.581543
	Iteration 148Q: 3 clusters Score -2.269896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165312 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -22698972.000000 Penalty: 5976.581543
	Iteration 149Q: 3 clusters Score -2.269897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165313 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -22698972.000000 Penalty: 5976.581543
	Iteration 150Q: 3 clusters Score -2.269897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165315 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -22698974.000000 Penalty: 5976.581543
	Iteration 151Q: 3 clusters Score -2.269897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165317 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -22698986.000000 Penalty: 5976.581543
	Iteration 152Q: 3 clusters Score -2.269899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165322 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -22698998.000000 Penalty: 5976.581543
	Iteration 153Q: 3 clusters Score -2.2699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165329 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -22698992.000000 Penalty: 5976.581543
	Iteration 154Q: 3 clusters Score -2.269899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165337 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -22698988.000000 Penalty: 5976.581543
	Iteration 155Q: 3 clusters Score -2.269899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165347 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -22698970.000000 Penalty: 5976.581543
	Iteration 156Q: 3 clusters Score -2.269897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165358 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -22698990.000000 Penalty: 5976.581543
	Iteration 157Q: 3 clusters Score -2.269899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165365 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -22698996.000000 Penalty: 5976.581543
	Iteration 158Q: 3 clusters Score -2.2699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165374 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -22698998.000000 Penalty: 5976.581543
	Iteration 159Q: 3 clusters Score -2.2699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165380 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -22699010.000000 Penalty: 5976.581543
	Iteration 160F: 3 clusters Score -2.269901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165385 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -22699006.000000 Penalty: 5976.581543
	Iteration 161Q: 3 clusters Score -2.269901e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165389 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -22698998.000000 Penalty: 5976.581543
	Iteration 162Q: 3 clusters Score -2.2699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165390 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -22699002.000000 Penalty: 5976.581543
	Iteration 163Q: 3 clusters Score -2.2699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165390 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -22699002.000000 Penalty: 5976.581543
	Iteration 164F: 3 clusters Score -2.2699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Entering Unmasked Estep 
Score: -375812.156250 Penalty: 1972.074097
	Iteration 0F: 2 clusters Score -375812.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -372638.156250 Penalty: 3944.148193
	Iteration 0F: 3 clusters Score -372638.2 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -373241.156250 Penalty: 3944.148193
	Iteration 1F: 3 clusters Score -373241.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -373421.125000 Penalty: 3944.148193
	Iteration 2F: 3 clusters Score -373421.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -373515.906250 Penalty: 3944.148193
	Iteration 3Q: 3 clusters Score -373515.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -373571.781250 Penalty: 3944.148193
	Iteration 4Q: 3 clusters Score -373571.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -373614.656250 Penalty: 3944.148193
	Iteration 5Q: 3 clusters Score -373614.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -373650.250000 Penalty: 3944.148193
	Iteration 6Q: 3 clusters Score -373650.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -373701.218750 Penalty: 3944.148193
	Iteration 7Q: 3 clusters Score -373701.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -373740.812500 Penalty: 3944.148193
	Iteration 8Q: 3 clusters Score -373740.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -373767.437500 Penalty: 3944.148193
	Iteration 9Q: 3 clusters Score -373767.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -373791.718750 Penalty: 3944.148193
	Iteration 10Q: 3 clusters Score -373791.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -373808.843750 Penalty: 3944.148193
	Iteration 11Q: 3 clusters Score -373808.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -373826.781250 Penalty: 3944.148193
	Iteration 12Q: 3 clusters Score -373826.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -373841.468750 Penalty: 3944.148193
	Iteration 13Q: 3 clusters Score -373841.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -373859.781250 Penalty: 3944.148193
	Iteration 14Q: 3 clusters Score -373859.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -373871.000000 Penalty: 3944.148193
	Iteration 15Q: 3 clusters Score -373871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -373877.906250 Penalty: 3944.148193
	Iteration 16Q: 3 clusters Score -373877.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -373882.937500 Penalty: 3944.148193
	Iteration 17Q: 3 clusters Score -373882.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -373888.531250 Penalty: 3944.148193
	Iteration 18Q: 3 clusters Score -373888.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -373894.500000 Penalty: 3944.148193
	Iteration 19Q: 3 clusters Score -373894.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -373900.906250 Penalty: 3944.148193
	Iteration 20F: 3 clusters Score -373900.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -373908.843750 Penalty: 3944.148193
	Iteration 21Q: 3 clusters Score -373908.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -373912.843750 Penalty: 3944.148193
	Iteration 22Q: 3 clusters Score -373912.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -373916.312500 Penalty: 3944.148193
	Iteration 23Q: 3 clusters Score -373916.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -373919.843750 Penalty: 3944.148193
	Iteration 24Q: 3 clusters Score -373919.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -373924.250000 Penalty: 3944.148193
	Iteration 25Q: 3 clusters Score -373924.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -373934.812500 Penalty: 3944.148193
	Iteration 26Q: 3 clusters Score -373934.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -373947.000000 Penalty: 3944.148193
	Iteration 27Q: 3 clusters Score -373947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -373957.625000 Penalty: 3944.148193
	Iteration 28Q: 3 clusters Score -373957.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -373964.531250 Penalty: 3944.148193
	Iteration 29Q: 3 clusters Score -373964.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -373970.531250 Penalty: 3944.148193
	Iteration 30Q: 3 clusters Score -373970.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -373975.218750 Penalty: 3944.148193
	Iteration 31Q: 3 clusters Score -373975.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -373979.062500 Penalty: 3944.148193
	Iteration 32Q: 3 clusters Score -373979.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -373982.468750 Penalty: 3944.148193
	Iteration 33Q: 3 clusters Score -373982.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -373987.031250 Penalty: 3944.148193
	Iteration 34Q: 3 clusters Score -373987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -373990.781250 Penalty: 3944.148193
	Iteration 35Q: 3 clusters Score -373990.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -373996.156250 Penalty: 3944.148193
	Iteration 36Q: 3 clusters Score -373996.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -374001.562500 Penalty: 3944.148193
	Iteration 37Q: 3 clusters Score -374001.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -374004.906250 Penalty: 3944.148193
	Iteration 38Q: 3 clusters Score -374004.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -374008.031250 Penalty: 3944.148193
	Iteration 39Q: 3 clusters Score -374008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -374013.500000 Penalty: 3944.148193
	Iteration 40F: 3 clusters Score -374013.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -374019.031250 Penalty: 3944.148193
	Iteration 41Q: 3 clusters Score -374019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -374021.906250 Penalty: 3944.148193
	Iteration 42Q: 3 clusters Score -374021.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -374024.468750 Penalty: 3944.148193
	Iteration 43Q: 3 clusters Score -374024.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -374026.062500 Penalty: 3944.148193
	Iteration 44Q: 3 clusters Score -374026.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -374027.593750 Penalty: 3944.148193
	Iteration 45Q: 3 clusters Score -374027.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -374029.156250 Penalty: 3944.148193
	Iteration 46Q: 3 clusters Score -374029.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -374029.968750 Penalty: 3944.148193
	Iteration 47Q: 3 clusters Score -374030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -374029.968750 Penalty: 3944.148193
	Iteration 48F: 3 clusters Score -374030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (52521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52521 members 
Entering Unmasked Estep 
Score: -7083670.000000 Penalty: 2695.504150
	Iteration 0F: 2 clusters Score -7083670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -7048276.000000 Penalty: 5391.008301
	Iteration 0F: 3 clusters Score -7048276 nChanged 24322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -7061631.500000 Penalty: 5391.008301
	Iteration 1F: 3 clusters Score -7061632 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -7062283.500000 Penalty: 5391.008301
	Iteration 2Q: 3 clusters Score -7062284 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -7062950.500000 Penalty: 5391.008301
	Iteration 3Q: 3 clusters Score -7062950 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -7063829.000000 Penalty: 5391.008301
	Iteration 4Q: 3 clusters Score -7063829 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -7064909.500000 Penalty: 5391.008301
	Iteration 5Q: 3 clusters Score -7064910 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -7066217.500000 Penalty: 5391.008301
	Iteration 6Q: 3 clusters Score -7066218 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -7067774.000000 Penalty: 5391.008301
	Iteration 7Q: 3 clusters Score -7067774 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -7069648.000000 Penalty: 5391.008301
	Iteration 8F: 3 clusters Score -7069648 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -7071902.000000 Penalty: 5391.008301
	Iteration 9F: 3 clusters Score -7071902 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -7074266.000000 Penalty: 5391.008301
	Iteration 10F: 3 clusters Score -7074266 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -7076256.500000 Penalty: 5391.008301
	Iteration 11Q: 3 clusters Score -7076256 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -7077907.500000 Penalty: 5391.008301
	Iteration 12Q: 3 clusters Score -7077908 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 49232 members 
Entering Unmasked Estep 
Score: -7079062.000000 Penalty: 5391.008301
	Iteration 13Q: 3 clusters Score -7079062 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -7079866.000000 Penalty: 5391.008301
	Iteration 14Q: 3 clusters Score -7079866 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -7080406.000000 Penalty: 5391.008301
	Iteration 15Q: 3 clusters Score -7080406 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -7080734.500000 Penalty: 5391.008301
	Iteration 16Q: 3 clusters Score -7080734 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 51611 members 
Entering Unmasked Estep 
Score: -7080919.000000 Penalty: 5391.008301
	Iteration 17Q: 3 clusters Score -7080919 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 51761 members 
Entering Unmasked Estep 
Score: -7081034.500000 Penalty: 5391.008301
	Iteration 18Q: 3 clusters Score -7081034 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -7081112.500000 Penalty: 5391.008301
	Iteration 19Q: 3 clusters Score -7081112 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -7081163.000000 Penalty: 5391.008301
	Iteration 20F: 3 clusters Score -7081163 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -7081182.500000 Penalty: 5391.008301
	Iteration 21Q: 3 clusters Score -7081182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -7081215.500000 Penalty: 5391.008301
	Iteration 22Q: 3 clusters Score -7081216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -7081241.500000 Penalty: 5391.008301
	Iteration 23Q: 3 clusters Score -7081242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 52031 members 
Entering Unmasked Estep 
Score: -7081263.000000 Penalty: 5391.008301
	Iteration 24Q: 3 clusters Score -7081263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -7081274.000000 Penalty: 5391.008301
	Iteration 25Q: 3 clusters Score -7081274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -7081283.000000 Penalty: 5391.008301
	Iteration 26Q: 3 clusters Score -7081283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -7081297.000000 Penalty: 5391.008301
	Iteration 27Q: 3 clusters Score -7081297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -7081312.000000 Penalty: 5391.008301
	Iteration 28Q: 3 clusters Score -7081312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 52096 members 
Entering Unmasked Estep 
Score: -7081315.500000 Penalty: 5391.008301
	Iteration 29Q: 3 clusters Score -7081316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -7081332.000000 Penalty: 5391.008301
	Iteration 30Q: 3 clusters Score -7081332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -7081330.500000 Penalty: 5391.008301
	Iteration 31Q: 3 clusters Score -7081330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -7081339.000000 Penalty: 5391.008301
	Iteration 32Q: 3 clusters Score -7081339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -7081336.000000 Penalty: 5391.008301
	Iteration 33Q: 3 clusters Score -7081336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -7081336.000000 Penalty: 5391.008301
	Iteration 34F: 3 clusters Score -7081336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -134197.687500 Penalty: 1739.451050
	Iteration 0F: 2 clusters Score -134197.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -132200.906250 Penalty: 3478.902100
	Iteration 0F: 3 clusters Score -132200.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -132790.953125 Penalty: 3478.902100
	Iteration 1F: 3 clusters Score -132791 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -133194.468750 Penalty: 3478.902100
	Iteration 2F: 3 clusters Score -133194.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -133543.015625 Penalty: 3478.902100
	Iteration 3F: 3 clusters Score -133543 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -134031.578125 Penalty: 3478.902100
	Iteration 4F: 3 clusters Score -134031.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -134273.265625 Penalty: 3478.902100
	Iteration 5F: 3 clusters Score -134273.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -134388.859375 Penalty: 3478.902100
	Iteration 6Q: 3 clusters Score -134388.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -134548.890625 Penalty: 3478.902100
	Iteration 7Q: 3 clusters Score -134548.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -134607.984375 Penalty: 3478.902100
	Iteration 8Q: 3 clusters Score -134608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -134633.281250 Penalty: 3478.902100
	Iteration 9Q: 3 clusters Score -134633.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -134654.031250 Penalty: 3478.902100
	Iteration 10Q: 3 clusters Score -134654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -134669.125000 Penalty: 3478.902100
	Iteration 11Q: 3 clusters Score -134669.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -134678.390625 Penalty: 3478.902100
	Iteration 12Q: 3 clusters Score -134678.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -134684.906250 Penalty: 3478.902100
	Iteration 13Q: 3 clusters Score -134684.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -134708.187500 Penalty: 3478.902100
	Iteration 14Q: 3 clusters Score -134708.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -134727.578125 Penalty: 3478.902100
	Iteration 15Q: 3 clusters Score -134727.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -134751.734375 Penalty: 3478.902100
	Iteration 16Q: 3 clusters Score -134751.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -134798.625000 Penalty: 3478.902100
	Iteration 17Q: 3 clusters Score -134798.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -134824.187500 Penalty: 3478.902100
	Iteration 18Q: 3 clusters Score -134824.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -134863.734375 Penalty: 3478.902100
	Iteration 19Q: 3 clusters Score -134863.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -134925.250000 Penalty: 3478.902100
	Iteration 20F: 3 clusters Score -134925.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -134928.859375 Penalty: 3478.902100
	Iteration 21Q: 3 clusters Score -134928.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -134928.859375 Penalty: 3478.902100
	Iteration 22F: 3 clusters Score -134928.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159954 members 
Mstep: Class 2 contains 2447 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 171024 members 
Mstep: Class 5 contains 2841 members 
Mstep: Class 6 contains 52521 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 6428 members 
Mstep: Class 10 contains 4127 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169816 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9043 members 
Mstep: Class 15 contains 164513 members 
Mstep: Class 16 contains 165269 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25343 members 
Mstep: Class 20 contains 52377 members 
Mstep: Class 21 contains 158771 members 
Mstep: Class 22 contains 82021 members 
Mstep: Class 23 contains 146450 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 615 members 
Entering Unmasked Estep 
Score: -180407120.000000 Penalty: 91161.578125
Splitting cluster 7 changes total score from -180407888.000000 to -180407120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -172300.734375 Penalty: 1789.014526
	Iteration 0F: 2 clusters Score -172300.7 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 660 members 
Entering Unmasked Estep 
Score: -170131.203125 Penalty: 3578.029053
	Iteration 0F: 3 clusters Score -170131.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -170511.328125 Penalty: 3578.029053
	Iteration 1F: 3 clusters Score -170511.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -170623.937500 Penalty: 3578.029053
	Iteration 2F: 3 clusters Score -170623.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -170676.750000 Penalty: 3578.029053
	Iteration 3Q: 3 clusters Score -170676.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -170715.953125 Penalty: 3578.029053
	Iteration 4Q: 3 clusters Score -170716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -170753.578125 Penalty: 3578.029053
	Iteration 5Q: 3 clusters Score -170753.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -170799.531250 Penalty: 3578.029053
	Iteration 6Q: 3 clusters Score -170799.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -170833.078125 Penalty: 3578.029053
	Iteration 7Q: 3 clusters Score -170833.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -170866.343750 Penalty: 3578.029053
	Iteration 8Q: 3 clusters Score -170866.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -170901.046875 Penalty: 3578.029053
	Iteration 9Q: 3 clusters Score -170901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -170935.390625 Penalty: 3578.029053
	Iteration 10Q: 3 clusters Score -170935.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -170960.984375 Penalty: 3578.029053
	Iteration 11Q: 3 clusters Score -170961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -170979.250000 Penalty: 3578.029053
	Iteration 12Q: 3 clusters Score -170979.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -170995.500000 Penalty: 3578.029053
	Iteration 13Q: 3 clusters Score -170995.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -171001.937500 Penalty: 3578.029053
	Iteration 14Q: 3 clusters Score -171001.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -171015.281250 Penalty: 3578.029053
	Iteration 15Q: 3 clusters Score -171015.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -171022.453125 Penalty: 3578.029053
	Iteration 16Q: 3 clusters Score -171022.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -171027.078125 Penalty: 3578.029053
	Iteration 17Q: 3 clusters Score -171027.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -171027.078125 Penalty: 3578.029053
	Iteration 18F: 3 clusters Score -171027.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Entering Unmasked Estep 
Score: -813960.750000 Penalty: 2174.567627
	Iteration 0F: 2 clusters Score -813960.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -808577.750000 Penalty: 4349.135254
	Iteration 0F: 3 clusters Score -808577.8 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -810051.437500 Penalty: 4349.135254
	Iteration 1F: 3 clusters Score -810051.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -810645.375000 Penalty: 4349.135254
	Iteration 2F: 3 clusters Score -810645.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -811242.437500 Penalty: 4349.135254
	Iteration 3F: 3 clusters Score -811242.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -811697.937500 Penalty: 4349.135254
	Iteration 4F: 3 clusters Score -811697.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -811960.875000 Penalty: 4349.135254
	Iteration 5F: 3 clusters Score -811960.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -812110.625000 Penalty: 4349.135254
	Iteration 6Q: 3 clusters Score -812110.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -812214.062500 Penalty: 4349.135254
	Iteration 7Q: 3 clusters Score -812214.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -812289.125000 Penalty: 4349.135254
	Iteration 8Q: 3 clusters Score -812289.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -812350.437500 Penalty: 4349.135254
	Iteration 9Q: 3 clusters Score -812350.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -812383.500000 Penalty: 4349.135254
	Iteration 10Q: 3 clusters Score -812383.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -812416.062500 Penalty: 4349.135254
	Iteration 11Q: 3 clusters Score -812416.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -812439.250000 Penalty: 4349.135254
	Iteration 12Q: 3 clusters Score -812439.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -812465.875000 Penalty: 4349.135254
	Iteration 13Q: 3 clusters Score -812465.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -812488.187500 Penalty: 4349.135254
	Iteration 14Q: 3 clusters Score -812488.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -812502.937500 Penalty: 4349.135254
	Iteration 15Q: 3 clusters Score -812502.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -812519.437500 Penalty: 4349.135254
	Iteration 16Q: 3 clusters Score -812519.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -812526.687500 Penalty: 4349.135254
	Iteration 17Q: 3 clusters Score -812526.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -812534.312500 Penalty: 4349.135254
	Iteration 18Q: 3 clusters Score -812534.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -812541.687500 Penalty: 4349.135254
	Iteration 19Q: 3 clusters Score -812541.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -812549.187500 Penalty: 4349.135254
	Iteration 20F: 3 clusters Score -812549.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -812561.312500 Penalty: 4349.135254
	Iteration 21Q: 3 clusters Score -812561.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -812571.562500 Penalty: 4349.135254
	Iteration 22Q: 3 clusters Score -812571.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -812578.250000 Penalty: 4349.135254
	Iteration 23Q: 3 clusters Score -812578.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -812581.000000 Penalty: 4349.135254
	Iteration 24Q: 3 clusters Score -812581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -812582.375000 Penalty: 4349.135254
	Iteration 25Q: 3 clusters Score -812582.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -812583.312500 Penalty: 4349.135254
	Iteration 26Q: 3 clusters Score -812583.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -812587.562500 Penalty: 4349.135254
	Iteration 27Q: 3 clusters Score -812587.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -812596.000000 Penalty: 4349.135254
	Iteration 28Q: 3 clusters Score -812596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -812601.562500 Penalty: 4349.135254
	Iteration 29Q: 3 clusters Score -812601.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -812606.437500 Penalty: 4349.135254
	Iteration 30Q: 3 clusters Score -812606.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -812608.875000 Penalty: 4349.135254
	Iteration 31Q: 3 clusters Score -812608.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -812612.750000 Penalty: 4349.135254
	Iteration 32Q: 3 clusters Score -812612.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -812616.375000 Penalty: 4349.135254
	Iteration 33Q: 3 clusters Score -812616.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -812617.000000 Penalty: 4349.135254
	Iteration 34Q: 3 clusters Score -812617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -812621.687500 Penalty: 4349.135254
	Iteration 35Q: 3 clusters Score -812621.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -812624.937500 Penalty: 4349.135254
	Iteration 36Q: 3 clusters Score -812624.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -812624.437500 Penalty: 4349.135254
	Iteration 37Q: 3 clusters Score -812624.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -812625.187500 Penalty: 4349.135254
	Iteration 38Q: 3 clusters Score -812625.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -812626.750000 Penalty: 4349.135254
	Iteration 39Q: 3 clusters Score -812626.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -812626.750000 Penalty: 4349.135254
	Iteration 40F: 3 clusters Score -812626.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Entering Unmasked Estep 
Score: -543144.937500 Penalty: 2064.675781
	Iteration 0F: 2 clusters Score -543144.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -539183.312500 Penalty: 4129.351562
	Iteration 0F: 3 clusters Score -539183.3 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -540072.062500 Penalty: 4129.351562
	Iteration 1F: 3 clusters Score -540072.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -540267.250000 Penalty: 4129.351562
	Iteration 2F: 3 clusters Score -540267.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -540375.812500 Penalty: 4129.351562
	Iteration 3Q: 3 clusters Score -540375.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -540438.562500 Penalty: 4129.351562
	Iteration 4Q: 3 clusters Score -540438.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -540479.437500 Penalty: 4129.351562
	Iteration 5Q: 3 clusters Score -540479.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -540513.312500 Penalty: 4129.351562
	Iteration 6Q: 3 clusters Score -540513.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -540534.812500 Penalty: 4129.351562
	Iteration 7Q: 3 clusters Score -540534.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -540556.000000 Penalty: 4129.351562
	Iteration 8Q: 3 clusters Score -540556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -540572.937500 Penalty: 4129.351562
	Iteration 9Q: 3 clusters Score -540572.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -540586.625000 Penalty: 4129.351562
	Iteration 10Q: 3 clusters Score -540586.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -540599.000000 Penalty: 4129.351562
	Iteration 11Q: 3 clusters Score -540599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -540606.312500 Penalty: 4129.351562
	Iteration 12Q: 3 clusters Score -540606.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -540612.812500 Penalty: 4129.351562
	Iteration 13Q: 3 clusters Score -540612.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -540619.375000 Penalty: 4129.351562
	Iteration 14Q: 3 clusters Score -540619.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -540625.625000 Penalty: 4129.351562
	Iteration 15Q: 3 clusters Score -540625.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -540634.562500 Penalty: 4129.351562
	Iteration 16Q: 3 clusters Score -540634.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -540643.562500 Penalty: 4129.351562
	Iteration 17Q: 3 clusters Score -540643.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -540649.812500 Penalty: 4129.351562
	Iteration 18Q: 3 clusters Score -540649.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -540656.500000 Penalty: 4129.351562
	Iteration 19Q: 3 clusters Score -540656.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -540662.000000 Penalty: 4129.351562
	Iteration 20F: 3 clusters Score -540662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -540673.500000 Penalty: 4129.351562
	Iteration 21Q: 3 clusters Score -540673.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -540683.312500 Penalty: 4129.351562
	Iteration 22Q: 3 clusters Score -540683.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -540692.000000 Penalty: 4129.351562
	Iteration 23Q: 3 clusters Score -540692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -540701.250000 Penalty: 4129.351562
	Iteration 24Q: 3 clusters Score -540701.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -540711.500000 Penalty: 4129.351562
	Iteration 25Q: 3 clusters Score -540711.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -540723.250000 Penalty: 4129.351562
	Iteration 26Q: 3 clusters Score -540723.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -540736.250000 Penalty: 4129.351562
	Iteration 27Q: 3 clusters Score -540736.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -540748.687500 Penalty: 4129.351562
	Iteration 28Q: 3 clusters Score -540748.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -540760.750000 Penalty: 4129.351562
	Iteration 29Q: 3 clusters Score -540760.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -540774.375000 Penalty: 4129.351562
	Iteration 30Q: 3 clusters Score -540774.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -540784.875000 Penalty: 4129.351562
	Iteration 31Q: 3 clusters Score -540784.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -540795.562500 Penalty: 4129.351562
	Iteration 32Q: 3 clusters Score -540795.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -540807.937500 Penalty: 4129.351562
	Iteration 33Q: 3 clusters Score -540807.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -540823.000000 Penalty: 4129.351562
	Iteration 34Q: 3 clusters Score -540823 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -540836.750000 Penalty: 4129.351562
	Iteration 35Q: 3 clusters Score -540836.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -540844.875000 Penalty: 4129.351562
	Iteration 36Q: 3 clusters Score -540844.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -540857.125000 Penalty: 4129.351562
	Iteration 37Q: 3 clusters Score -540857.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -540870.687500 Penalty: 4129.351562
	Iteration 38Q: 3 clusters Score -540870.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -540887.937500 Penalty: 4129.351562
	Iteration 39Q: 3 clusters Score -540887.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -540907.187500 Penalty: 4129.351562
	Iteration 40F: 3 clusters Score -540907.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -540923.250000 Penalty: 4129.351562
	Iteration 41Q: 3 clusters Score -540923.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -540943.250000 Penalty: 4129.351562
	Iteration 42Q: 3 clusters Score -540943.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -540964.937500 Penalty: 4129.351562
	Iteration 43Q: 3 clusters Score -540964.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -540985.937500 Penalty: 4129.351562
	Iteration 44Q: 3 clusters Score -540985.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -541005.937500 Penalty: 4129.351562
	Iteration 45Q: 3 clusters Score -541005.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -541022.687500 Penalty: 4129.351562
	Iteration 46Q: 3 clusters Score -541022.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -541037.500000 Penalty: 4129.351562
	Iteration 47Q: 3 clusters Score -541037.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -541055.625000 Penalty: 4129.351562
	Iteration 48Q: 3 clusters Score -541055.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -541071.937500 Penalty: 4129.351562
	Iteration 49Q: 3 clusters Score -541071.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -541081.562500 Penalty: 4129.351562
	Iteration 50Q: 3 clusters Score -541081.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -541091.500000 Penalty: 4129.351562
	Iteration 51Q: 3 clusters Score -541091.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -541102.250000 Penalty: 4129.351562
	Iteration 52Q: 3 clusters Score -541102.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -541107.375000 Penalty: 4129.351562
	Iteration 53Q: 3 clusters Score -541107.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -541113.500000 Penalty: 4129.351562
	Iteration 54Q: 3 clusters Score -541113.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -541119.812500 Penalty: 4129.351562
	Iteration 55Q: 3 clusters Score -541119.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -541126.187500 Penalty: 4129.351562
	Iteration 56Q: 3 clusters Score -541126.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -541132.187500 Penalty: 4129.351562
	Iteration 57Q: 3 clusters Score -541132.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -541140.000000 Penalty: 4129.351562
	Iteration 58Q: 3 clusters Score -541140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -541144.062500 Penalty: 4129.351562
	Iteration 59Q: 3 clusters Score -541144.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -541147.875000 Penalty: 4129.351562
	Iteration 60F: 3 clusters Score -541147.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -541154.312500 Penalty: 4129.351562
	Iteration 61Q: 3 clusters Score -541154.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -541160.812500 Penalty: 4129.351562
	Iteration 62Q: 3 clusters Score -541160.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -541167.125000 Penalty: 4129.351562
	Iteration 63Q: 3 clusters Score -541167.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -541172.625000 Penalty: 4129.351562
	Iteration 64Q: 3 clusters Score -541172.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -541181.750000 Penalty: 4129.351562
	Iteration 65Q: 3 clusters Score -541181.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -541186.312500 Penalty: 4129.351562
	Iteration 66Q: 3 clusters Score -541186.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -541191.000000 Penalty: 4129.351562
	Iteration 67Q: 3 clusters Score -541191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -541193.000000 Penalty: 4129.351562
	Iteration 68Q: 3 clusters Score -541193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -541196.875000 Penalty: 4129.351562
	Iteration 69Q: 3 clusters Score -541196.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -541200.437500 Penalty: 4129.351562
	Iteration 70Q: 3 clusters Score -541200.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -541203.312500 Penalty: 4129.351562
	Iteration 71Q: 3 clusters Score -541203.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -541205.875000 Penalty: 4129.351562
	Iteration 72Q: 3 clusters Score -541205.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -541208.562500 Penalty: 4129.351562
	Iteration 73Q: 3 clusters Score -541208.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -541210.562500 Penalty: 4129.351562
	Iteration 74Q: 3 clusters Score -541210.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -541213.187500 Penalty: 4129.351562
	Iteration 75Q: 3 clusters Score -541213.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -541214.062500 Penalty: 4129.351562
	Iteration 76Q: 3 clusters Score -541214.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -541216.750000 Penalty: 4129.351562
	Iteration 77Q: 3 clusters Score -541216.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -541219.625000 Penalty: 4129.351562
	Iteration 78Q: 3 clusters Score -541219.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -541221.000000 Penalty: 4129.351562
	Iteration 79Q: 3 clusters Score -541221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -541222.062500 Penalty: 4129.351562
	Iteration 80F: 3 clusters Score -541222.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -541223.687500 Penalty: 4129.351562
	Iteration 81Q: 3 clusters Score -541223.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -541224.187500 Penalty: 4129.351562
	Iteration 82Q: 3 clusters Score -541224.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -541224.437500 Penalty: 4129.351562
	Iteration 83Q: 3 clusters Score -541224.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -541225.500000 Penalty: 4129.351562
	Iteration 84Q: 3 clusters Score -541225.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -541226.562500 Penalty: 4129.351562
	Iteration 85Q: 3 clusters Score -541226.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -541226.562500 Penalty: 4129.351562
	Iteration 86F: 3 clusters Score -541226.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -74900.015625 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -74900.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -73231.312500 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -73231.31 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -73412.953125 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -73412.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73463.304688 Penalty: 3184.317383
	Iteration 2Q: 3 clusters Score -73463.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -73508.046875 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -73508.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -73526.820312 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -73526.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -73539.281250 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -73539.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -73546.945312 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -73546.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -73552.601562 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -73552.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -73554.078125 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -73554.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -73557.125000 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -73557.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -73560.742188 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -73560.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -73561.804688 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -73561.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -73561.804688 Penalty: 3184.317383
	Iteration 12F: 3 clusters Score -73561.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (169816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169816 members 
Entering Unmasked Estep 
Score: -22745470.000000 Penalty: 2986.532715
	Iteration 0F: 2 clusters Score -2.274547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84845 members 
Mstep: Class 2 contains 84971 members 
Entering Unmasked Estep 
Score: -22638706.000000 Penalty: 5973.065430
	Iteration 0F: 3 clusters Score -2.263871e+07 nChanged 81465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82972 members 
Mstep: Class 2 contains 86844 members 
Entering Unmasked Estep 
Score: -22685674.000000 Penalty: 5973.065430
	Iteration 1F: 3 clusters Score -2.268567e+07 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81491 members 
Mstep: Class 2 contains 88325 members 
Entering Unmasked Estep 
Score: -22686804.000000 Penalty: 5973.065430
	Iteration 2Q: 3 clusters Score -2.26868e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79070 members 
Mstep: Class 2 contains 90746 members 
Entering Unmasked Estep 
Score: -22688392.000000 Penalty: 5973.065430
	Iteration 3Q: 3 clusters Score -2.268839e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75346 members 
Mstep: Class 2 contains 94470 members 
Entering Unmasked Estep 
Score: -22690712.000000 Penalty: 5973.065430
	Iteration 4Q: 3 clusters Score -2.269071e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69777 members 
Mstep: Class 2 contains 100039 members 
Entering Unmasked Estep 
Score: -22694524.000000 Penalty: 5973.065430
	Iteration 5Q: 3 clusters Score -2.269452e+07 nChanged 10670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62175 members 
Mstep: Class 2 contains 107641 members 
Entering Unmasked Estep 
Score: -22700898.000000 Penalty: 5973.065430
	Iteration 6F: 3 clusters Score -2.27009e+07 nChanged 12254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53247 members 
Mstep: Class 2 contains 116569 members 
Entering Unmasked Estep 
Score: -22710138.000000 Penalty: 5973.065430
	Iteration 7F: 3 clusters Score -2.271014e+07 nChanged 12234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 125209 members 
Entering Unmasked Estep 
Score: -22720508.000000 Penalty: 5973.065430
	Iteration 8F: 3 clusters Score -2.272051e+07 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 131741 members 
Entering Unmasked Estep 
Score: -22728892.000000 Penalty: 5973.065430
	Iteration 9F: 3 clusters Score -2.272889e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 135879 members 
Entering Unmasked Estep 
Score: -22733778.000000 Penalty: 5973.065430
	Iteration 10Q: 3 clusters Score -2.273378e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 138776 members 
Entering Unmasked Estep 
Score: -22736062.000000 Penalty: 5973.065430
	Iteration 11Q: 3 clusters Score -2.273606e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 141278 members 
Entering Unmasked Estep 
Score: -22737618.000000 Penalty: 5973.065430
	Iteration 12Q: 3 clusters Score -2.273762e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 143653 members 
Entering Unmasked Estep 
Score: -22739336.000000 Penalty: 5973.065430
	Iteration 13Q: 3 clusters Score -2.273934e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 146009 members 
Entering Unmasked Estep 
Score: -22740564.000000 Penalty: 5973.065430
	Iteration 14Q: 3 clusters Score -2.274056e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 148212 members 
Entering Unmasked Estep 
Score: -22741890.000000 Penalty: 5973.065430
	Iteration 15Q: 3 clusters Score -2.274189e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 150387 members 
Entering Unmasked Estep 
Score: -22743066.000000 Penalty: 5973.065430
	Iteration 16Q: 3 clusters Score -2.274307e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 152387 members 
Entering Unmasked Estep 
Score: -22743952.000000 Penalty: 5973.065430
	Iteration 17Q: 3 clusters Score -2.274395e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 154254 members 
Entering Unmasked Estep 
Score: -22744798.000000 Penalty: 5973.065430
	Iteration 18Q: 3 clusters Score -2.27448e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 155998 members 
Entering Unmasked Estep 
Score: -22745406.000000 Penalty: 5973.065430
	Iteration 19Q: 3 clusters Score -2.274541e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 157629 members 
Entering Unmasked Estep 
Score: -22745750.000000 Penalty: 5973.065430
	Iteration 20F: 3 clusters Score -2.274575e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 159057 members 
Entering Unmasked Estep 
Score: -22745916.000000 Penalty: 5973.065430
	Iteration 21Q: 3 clusters Score -2.274592e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 160278 members 
Entering Unmasked Estep 
Score: -22745990.000000 Penalty: 5973.065430
	Iteration 22Q: 3 clusters Score -2.274599e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 161327 members 
Entering Unmasked Estep 
Score: -22745954.000000 Penalty: 5973.065430
	Iteration 23Q: 3 clusters Score -2.274595e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 162238 members 
Entering Unmasked Estep 
Score: -22745876.000000 Penalty: 5973.065430
	Iteration 24Q: 3 clusters Score -2.274588e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 162983 members 
Entering Unmasked Estep 
Score: -22745844.000000 Penalty: 5973.065430
	Iteration 25Q: 3 clusters Score -2.274584e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 163621 members 
Entering Unmasked Estep 
Score: -22745728.000000 Penalty: 5973.065430
	Iteration 26Q: 3 clusters Score -2.274573e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 164136 members 
Entering Unmasked Estep 
Score: -22745708.000000 Penalty: 5973.065430
	Iteration 27Q: 3 clusters Score -2.274571e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 164607 members 
Entering Unmasked Estep 
Score: -22745586.000000 Penalty: 5973.065430
	Iteration 28Q: 3 clusters Score -2.274559e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 164987 members 
Entering Unmasked Estep 
Score: -22745464.000000 Penalty: 5973.065430
	Iteration 29Q: 3 clusters Score -2.274546e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 165303 members 
Entering Unmasked Estep 
Score: -22745300.000000 Penalty: 5973.065430
	Iteration 30Q: 3 clusters Score -2.27453e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 165583 members 
Entering Unmasked Estep 
Score: -22745148.000000 Penalty: 5973.065430
	Iteration 31Q: 3 clusters Score -2.274515e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 165812 members 
Entering Unmasked Estep 
Score: -22745052.000000 Penalty: 5973.065430
	Iteration 32Q: 3 clusters Score -2.274505e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 166023 members 
Entering Unmasked Estep 
Score: -22745008.000000 Penalty: 5973.065430
	Iteration 33Q: 3 clusters Score -2.274501e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 166204 members 
Entering Unmasked Estep 
Score: -22744944.000000 Penalty: 5973.065430
	Iteration 34Q: 3 clusters Score -2.274494e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 166373 members 
Entering Unmasked Estep 
Score: -22744912.000000 Penalty: 5973.065430
	Iteration 35Q: 3 clusters Score -2.274491e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 166517 members 
Entering Unmasked Estep 
Score: -22744794.000000 Penalty: 5973.065430
	Iteration 36Q: 3 clusters Score -2.274479e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 166619 members 
Entering Unmasked Estep 
Score: -22744714.000000 Penalty: 5973.065430
	Iteration 37Q: 3 clusters Score -2.274471e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 166702 members 
Entering Unmasked Estep 
Score: -22744712.000000 Penalty: 5973.065430
	Iteration 38Q: 3 clusters Score -2.274471e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 166790 members 
Entering Unmasked Estep 
Score: -22744710.000000 Penalty: 5973.065430
	Iteration 39Q: 3 clusters Score -2.274471e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 166848 members 
Entering Unmasked Estep 
Score: -22744688.000000 Penalty: 5973.065430
	Iteration 40F: 3 clusters Score -2.274469e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 166898 members 
Entering Unmasked Estep 
Score: -22744696.000000 Penalty: 5973.065430
	Iteration 41Q: 3 clusters Score -2.27447e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 166940 members 
Entering Unmasked Estep 
Score: -22744672.000000 Penalty: 5973.065430
	Iteration 42Q: 3 clusters Score -2.274467e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 166981 members 
Entering Unmasked Estep 
Score: -22744634.000000 Penalty: 5973.065430
	Iteration 43Q: 3 clusters Score -2.274463e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 167014 members 
Entering Unmasked Estep 
Score: -22744630.000000 Penalty: 5973.065430
	Iteration 44Q: 3 clusters Score -2.274463e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 167039 members 
Entering Unmasked Estep 
Score: -22744596.000000 Penalty: 5973.065430
	Iteration 45Q: 3 clusters Score -2.27446e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 167057 members 
Entering Unmasked Estep 
Score: -22744608.000000 Penalty: 5973.065430
	Iteration 46Q: 3 clusters Score -2.274461e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 167078 members 
Entering Unmasked Estep 
Score: -22744596.000000 Penalty: 5973.065430
	Iteration 47Q: 3 clusters Score -2.27446e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 167108 members 
Entering Unmasked Estep 
Score: -22744592.000000 Penalty: 5973.065430
	Iteration 48Q: 3 clusters Score -2.274459e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 167133 members 
Entering Unmasked Estep 
Score: -22744592.000000 Penalty: 5973.065430
	Iteration 49Q: 3 clusters Score -2.274459e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 167148 members 
Entering Unmasked Estep 
Score: -22744590.000000 Penalty: 5973.065430
	Iteration 50Q: 3 clusters Score -2.274459e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 167163 members 
Entering Unmasked Estep 
Score: -22744604.000000 Penalty: 5973.065430
	Iteration 51Q: 3 clusters Score -2.27446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 167179 members 
Entering Unmasked Estep 
Score: -22744580.000000 Penalty: 5973.065430
	Iteration 52Q: 3 clusters Score -2.274458e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 167195 members 
Entering Unmasked Estep 
Score: -22744616.000000 Penalty: 5973.065430
	Iteration 53Q: 3 clusters Score -2.274462e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 167217 members 
Entering Unmasked Estep 
Score: -22744620.000000 Penalty: 5973.065430
	Iteration 54Q: 3 clusters Score -2.274462e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 167241 members 
Entering Unmasked Estep 
Score: -22744602.000000 Penalty: 5973.065430
	Iteration 55Q: 3 clusters Score -2.27446e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 167260 members 
Entering Unmasked Estep 
Score: -22744598.000000 Penalty: 5973.065430
	Iteration 56Q: 3 clusters Score -2.27446e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 167285 members 
Entering Unmasked Estep 
Score: -22744574.000000 Penalty: 5973.065430
	Iteration 57Q: 3 clusters Score -2.274457e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 167306 members 
Entering Unmasked Estep 
Score: -22744552.000000 Penalty: 5973.065430
	Iteration 58Q: 3 clusters Score -2.274455e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 167326 members 
Entering Unmasked Estep 
Score: -22744550.000000 Penalty: 5973.065430
	Iteration 59Q: 3 clusters Score -2.274455e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 167343 members 
Entering Unmasked Estep 
Score: -22744566.000000 Penalty: 5973.065430
	Iteration 60F: 3 clusters Score -2.274457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 167352 members 
Entering Unmasked Estep 
Score: -22744556.000000 Penalty: 5973.065430
	Iteration 61Q: 3 clusters Score -2.274456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 167361 members 
Entering Unmasked Estep 
Score: -22744556.000000 Penalty: 5973.065430
	Iteration 62Q: 3 clusters Score -2.274456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 167373 members 
Entering Unmasked Estep 
Score: -22744524.000000 Penalty: 5973.065430
	Iteration 63Q: 3 clusters Score -2.274452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 167381 members 
Entering Unmasked Estep 
Score: -22744504.000000 Penalty: 5973.065430
	Iteration 64Q: 3 clusters Score -2.27445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 167387 members 
Entering Unmasked Estep 
Score: -22744502.000000 Penalty: 5973.065430
	Iteration 65Q: 3 clusters Score -2.27445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 167393 members 
Entering Unmasked Estep 
Score: -22744490.000000 Penalty: 5973.065430
	Iteration 66Q: 3 clusters Score -2.274449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 167402 members 
Entering Unmasked Estep 
Score: -22744484.000000 Penalty: 5973.065430
	Iteration 67Q: 3 clusters Score -2.274448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 167407 members 
Entering Unmasked Estep 
Score: -22744488.000000 Penalty: 5973.065430
	Iteration 68Q: 3 clusters Score -2.274449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 167419 members 
Entering Unmasked Estep 
Score: -22744478.000000 Penalty: 5973.065430
	Iteration 69Q: 3 clusters Score -2.274448e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 167431 members 
Entering Unmasked Estep 
Score: -22744506.000000 Penalty: 5973.065430
	Iteration 70Q: 3 clusters Score -2.274451e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 167446 members 
Entering Unmasked Estep 
Score: -22744512.000000 Penalty: 5973.065430
	Iteration 71Q: 3 clusters Score -2.274451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 167454 members 
Entering Unmasked Estep 
Score: -22744502.000000 Penalty: 5973.065430
	Iteration 72Q: 3 clusters Score -2.27445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 167462 members 
Entering Unmasked Estep 
Score: -22744514.000000 Penalty: 5973.065430
	Iteration 73Q: 3 clusters Score -2.274451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 167470 members 
Entering Unmasked Estep 
Score: -22744510.000000 Penalty: 5973.065430
	Iteration 74Q: 3 clusters Score -2.274451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 167477 members 
Entering Unmasked Estep 
Score: -22744512.000000 Penalty: 5973.065430
	Iteration 75Q: 3 clusters Score -2.274451e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 167488 members 
Entering Unmasked Estep 
Score: -22744516.000000 Penalty: 5973.065430
	Iteration 76Q: 3 clusters Score -2.274452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 167501 members 
Entering Unmasked Estep 
Score: -22744506.000000 Penalty: 5973.065430
	Iteration 77Q: 3 clusters Score -2.274451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 167520 members 
Entering Unmasked Estep 
Score: -22744504.000000 Penalty: 5973.065430
	Iteration 78Q: 3 clusters Score -2.27445e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 167533 members 
Entering Unmasked Estep 
Score: -22744528.000000 Penalty: 5973.065430
	Iteration 79Q: 3 clusters Score -2.274453e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 167550 members 
Entering Unmasked Estep 
Score: -22744528.000000 Penalty: 5973.065430
	Iteration 80F: 3 clusters Score -2.274453e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 167563 members 
Entering Unmasked Estep 
Score: -22744524.000000 Penalty: 5973.065430
	Iteration 81Q: 3 clusters Score -2.274452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 167570 members 
Entering Unmasked Estep 
Score: -22744516.000000 Penalty: 5973.065430
	Iteration 82Q: 3 clusters Score -2.274452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 167577 members 
Entering Unmasked Estep 
Score: -22744516.000000 Penalty: 5973.065430
	Iteration 83Q: 3 clusters Score -2.274452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 167586 members 
Entering Unmasked Estep 
Score: -22744512.000000 Penalty: 5973.065430
	Iteration 84Q: 3 clusters Score -2.274451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 167598 members 
Entering Unmasked Estep 
Score: -22744492.000000 Penalty: 5973.065430
	Iteration 85Q: 3 clusters Score -2.274449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 167612 members 
Entering Unmasked Estep 
Score: -22744480.000000 Penalty: 5973.065430
	Iteration 86Q: 3 clusters Score -2.274448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 167620 members 
Entering Unmasked Estep 
Score: -22744488.000000 Penalty: 5973.065430
	Iteration 87Q: 3 clusters Score -2.274449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 167627 members 
Entering Unmasked Estep 
Score: -22744508.000000 Penalty: 5973.065430
	Iteration 88Q: 3 clusters Score -2.274451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 167632 members 
Entering Unmasked Estep 
Score: -22744502.000000 Penalty: 5973.065430
	Iteration 89Q: 3 clusters Score -2.27445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 167637 members 
Entering Unmasked Estep 
Score: -22744502.000000 Penalty: 5973.065430
	Iteration 90Q: 3 clusters Score -2.27445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 167642 members 
Entering Unmasked Estep 
Score: -22744514.000000 Penalty: 5973.065430
	Iteration 91Q: 3 clusters Score -2.274451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 167651 members 
Entering Unmasked Estep 
Score: -22744506.000000 Penalty: 5973.065430
	Iteration 92Q: 3 clusters Score -2.274451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 167657 members 
Entering Unmasked Estep 
Score: -22744502.000000 Penalty: 5973.065430
	Iteration 93Q: 3 clusters Score -2.27445e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 167666 members 
Entering Unmasked Estep 
Score: -22744496.000000 Penalty: 5973.065430
	Iteration 94Q: 3 clusters Score -2.27445e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 167677 members 
Entering Unmasked Estep 
Score: -22744480.000000 Penalty: 5973.065430
	Iteration 95Q: 3 clusters Score -2.274448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 167683 members 
Entering Unmasked Estep 
Score: -22744478.000000 Penalty: 5973.065430
	Iteration 96Q: 3 clusters Score -2.274448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 167689 members 
Entering Unmasked Estep 
Score: -22744466.000000 Penalty: 5973.065430
	Iteration 97Q: 3 clusters Score -2.274447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 167698 members 
Entering Unmasked Estep 
Score: -22744468.000000 Penalty: 5973.065430
	Iteration 98Q: 3 clusters Score -2.274447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 167705 members 
Entering Unmasked Estep 
Score: -22744476.000000 Penalty: 5973.065430
	Iteration 99Q: 3 clusters Score -2.274448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 167708 members 
Entering Unmasked Estep 
Score: -22744482.000000 Penalty: 5973.065430
	Iteration 100F: 3 clusters Score -2.274448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 167712 members 
Entering Unmasked Estep 
Score: -22744476.000000 Penalty: 5973.065430
	Iteration 101Q: 3 clusters Score -2.274448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 167718 members 
Entering Unmasked Estep 
Score: -22744466.000000 Penalty: 5973.065430
	Iteration 102Q: 3 clusters Score -2.274447e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 167723 members 
Entering Unmasked Estep 
Score: -22744484.000000 Penalty: 5973.065430
	Iteration 103Q: 3 clusters Score -2.274448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 167728 members 
Entering Unmasked Estep 
Score: -22744466.000000 Penalty: 5973.065430
	Iteration 104Q: 3 clusters Score -2.274447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 167734 members 
Entering Unmasked Estep 
Score: -22744466.000000 Penalty: 5973.065430
	Iteration 105Q: 3 clusters Score -2.274447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 167735 members 
Entering Unmasked Estep 
Score: -22744466.000000 Penalty: 5973.065430
	Iteration 106Q: 3 clusters Score -2.274447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 167736 members 
Entering Unmasked Estep 
Score: -22744472.000000 Penalty: 5973.065430
	Iteration 107Q: 3 clusters Score -2.274447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 167737 members 
Entering Unmasked Estep 
Score: -22744456.000000 Penalty: 5973.065430
	Iteration 108Q: 3 clusters Score -2.274446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 167738 members 
Entering Unmasked Estep 
Score: -22744474.000000 Penalty: 5973.065430
	Iteration 109Q: 3 clusters Score -2.274447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 167739 members 
Entering Unmasked Estep 
Score: -22744476.000000 Penalty: 5973.065430
	Iteration 110Q: 3 clusters Score -2.274448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 167739 members 
Entering Unmasked Estep 
Score: -22744476.000000 Penalty: 5973.065430
	Iteration 111F: 3 clusters Score -2.274448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Entering Unmasked Estep 
Score: -268946.906250 Penalty: 1885.395508
	Iteration 0F: 2 clusters Score -268946.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -266295.656250 Penalty: 3770.791016
	Iteration 0F: 3 clusters Score -266295.7 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -266785.156250 Penalty: 3770.791016
	Iteration 1F: 3 clusters Score -266785.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -266948.718750 Penalty: 3770.791016
	Iteration 2F: 3 clusters Score -266948.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -267033.468750 Penalty: 3770.791016
	Iteration 3Q: 3 clusters Score -267033.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -267087.468750 Penalty: 3770.791016
	Iteration 4Q: 3 clusters Score -267087.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -267127.375000 Penalty: 3770.791016
	Iteration 5Q: 3 clusters Score -267127.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -267152.000000 Penalty: 3770.791016
	Iteration 6Q: 3 clusters Score -267152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -267165.406250 Penalty: 3770.791016
	Iteration 7Q: 3 clusters Score -267165.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -267175.093750 Penalty: 3770.791016
	Iteration 8Q: 3 clusters Score -267175.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -267179.687500 Penalty: 3770.791016
	Iteration 9Q: 3 clusters Score -267179.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -267186.500000 Penalty: 3770.791016
	Iteration 10Q: 3 clusters Score -267186.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -267194.093750 Penalty: 3770.791016
	Iteration 11Q: 3 clusters Score -267194.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -267208.968750 Penalty: 3770.791016
	Iteration 12Q: 3 clusters Score -267209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -267224.093750 Penalty: 3770.791016
	Iteration 13Q: 3 clusters Score -267224.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -267244.000000 Penalty: 3770.791016
	Iteration 14Q: 3 clusters Score -267244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -267275.562500 Penalty: 3770.791016
	Iteration 15Q: 3 clusters Score -267275.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -267310.000000 Penalty: 3770.791016
	Iteration 16Q: 3 clusters Score -267310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -267337.500000 Penalty: 3770.791016
	Iteration 17Q: 3 clusters Score -267337.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -267357.406250 Penalty: 3770.791016
	Iteration 18Q: 3 clusters Score -267357.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -267374.968750 Penalty: 3770.791016
	Iteration 19Q: 3 clusters Score -267375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -267387.562500 Penalty: 3770.791016
	Iteration 20F: 3 clusters Score -267387.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -267399.500000 Penalty: 3770.791016
	Iteration 21Q: 3 clusters Score -267399.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -267411.156250 Penalty: 3770.791016
	Iteration 22Q: 3 clusters Score -267411.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -267421.187500 Penalty: 3770.791016
	Iteration 23Q: 3 clusters Score -267421.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -267435.687500 Penalty: 3770.791016
	Iteration 24Q: 3 clusters Score -267435.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -267452.375000 Penalty: 3770.791016
	Iteration 25Q: 3 clusters Score -267452.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -267472.812500 Penalty: 3770.791016
	Iteration 26Q: 3 clusters Score -267472.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -267485.968750 Penalty: 3770.791016
	Iteration 27Q: 3 clusters Score -267486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -267502.937500 Penalty: 3770.791016
	Iteration 28Q: 3 clusters Score -267502.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -267532.187500 Penalty: 3770.791016
	Iteration 29Q: 3 clusters Score -267532.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -267570.875000 Penalty: 3770.791016
	Iteration 30Q: 3 clusters Score -267570.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -267605.906250 Penalty: 3770.791016
	Iteration 31Q: 3 clusters Score -267605.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -267621.375000 Penalty: 3770.791016
	Iteration 32Q: 3 clusters Score -267621.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -267635.875000 Penalty: 3770.791016
	Iteration 33Q: 3 clusters Score -267635.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -267652.125000 Penalty: 3770.791016
	Iteration 34Q: 3 clusters Score -267652.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -267669.281250 Penalty: 3770.791016
	Iteration 35Q: 3 clusters Score -267669.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -267689.718750 Penalty: 3770.791016
	Iteration 36Q: 3 clusters Score -267689.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -267705.468750 Penalty: 3770.791016
	Iteration 37Q: 3 clusters Score -267705.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -267723.437500 Penalty: 3770.791016
	Iteration 38Q: 3 clusters Score -267723.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -267740.500000 Penalty: 3770.791016
	Iteration 39Q: 3 clusters Score -267740.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -267755.656250 Penalty: 3770.791016
	Iteration 40F: 3 clusters Score -267755.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -267773.125000 Penalty: 3770.791016
	Iteration 41Q: 3 clusters Score -267773.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -267791.375000 Penalty: 3770.791016
	Iteration 42Q: 3 clusters Score -267791.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -267804.156250 Penalty: 3770.791016
	Iteration 43Q: 3 clusters Score -267804.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -267814.062500 Penalty: 3770.791016
	Iteration 44Q: 3 clusters Score -267814.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -267818.625000 Penalty: 3770.791016
	Iteration 45Q: 3 clusters Score -267818.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -267820.125000 Penalty: 3770.791016
	Iteration 46Q: 3 clusters Score -267820.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -267822.812500 Penalty: 3770.791016
	Iteration 47Q: 3 clusters Score -267822.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -267825.781250 Penalty: 3770.791016
	Iteration 48Q: 3 clusters Score -267825.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -267826.218750 Penalty: 3770.791016
	Iteration 49Q: 3 clusters Score -267826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -267826.625000 Penalty: 3770.791016
	Iteration 50Q: 3 clusters Score -267826.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -267826.906250 Penalty: 3770.791016
	Iteration 51Q: 3 clusters Score -267826.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -267827.531250 Penalty: 3770.791016
	Iteration 52Q: 3 clusters Score -267827.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -267827.531250 Penalty: 3770.791016
	Iteration 53F: 3 clusters Score -267827.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Entering Unmasked Estep 
Score: -1221532.250000 Penalty: 2259.217041
	Iteration 0F: 2 clusters Score -1221532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1214481.000000 Penalty: 4518.434082
	Iteration 0F: 3 clusters Score -1214481 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1216452.250000 Penalty: 4518.434082
	Iteration 1F: 3 clusters Score -1216452 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1216672.875000 Penalty: 4518.434082
	Iteration 2F: 3 clusters Score -1216673 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1216838.125000 Penalty: 4518.434082
	Iteration 3Q: 3 clusters Score -1216838 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1216960.125000 Penalty: 4518.434082
	Iteration 4Q: 3 clusters Score -1216960 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1217040.375000 Penalty: 4518.434082
	Iteration 5Q: 3 clusters Score -1217040 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1217096.500000 Penalty: 4518.434082
	Iteration 6Q: 3 clusters Score -1217096 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1217148.750000 Penalty: 4518.434082
	Iteration 7Q: 3 clusters Score -1217149 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1217197.000000 Penalty: 4518.434082
	Iteration 8Q: 3 clusters Score -1217197 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1217242.500000 Penalty: 4518.434082
	Iteration 9Q: 3 clusters Score -1217242 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1217284.625000 Penalty: 4518.434082
	Iteration 10Q: 3 clusters Score -1217285 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1217330.750000 Penalty: 4518.434082
	Iteration 11Q: 3 clusters Score -1217331 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1217372.625000 Penalty: 4518.434082
	Iteration 12Q: 3 clusters Score -1217373 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1217402.375000 Penalty: 4518.434082
	Iteration 13Q: 3 clusters Score -1217402 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1217425.750000 Penalty: 4518.434082
	Iteration 14Q: 3 clusters Score -1217426 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1217461.125000 Penalty: 4518.434082
	Iteration 15Q: 3 clusters Score -1217461 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1217489.750000 Penalty: 4518.434082
	Iteration 16Q: 3 clusters Score -1217490 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1217521.000000 Penalty: 4518.434082
	Iteration 17Q: 3 clusters Score -1217521 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1217549.625000 Penalty: 4518.434082
	Iteration 18Q: 3 clusters Score -1217550 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1217580.875000 Penalty: 4518.434082
	Iteration 19Q: 3 clusters Score -1217581 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1217623.875000 Penalty: 4518.434082
	Iteration 20F: 3 clusters Score -1217624 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1217673.000000 Penalty: 4518.434082
	Iteration 21Q: 3 clusters Score -1217673 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1217735.375000 Penalty: 4518.434082
	Iteration 22Q: 3 clusters Score -1217735 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1217802.000000 Penalty: 4518.434082
	Iteration 23Q: 3 clusters Score -1217802 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1217876.250000 Penalty: 4518.434082
	Iteration 24Q: 3 clusters Score -1217876 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1217988.500000 Penalty: 4518.434082
	Iteration 25Q: 3 clusters Score -1217988 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1218128.500000 Penalty: 4518.434082
	Iteration 26Q: 3 clusters Score -1218128 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1218267.250000 Penalty: 4518.434082
	Iteration 27Q: 3 clusters Score -1218267 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1218414.750000 Penalty: 4518.434082
	Iteration 28Q: 3 clusters Score -1218415 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1218570.500000 Penalty: 4518.434082
	Iteration 29Q: 3 clusters Score -1218570 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1218718.000000 Penalty: 4518.434082
	Iteration 30Q: 3 clusters Score -1218718 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1218859.250000 Penalty: 4518.434082
	Iteration 31Q: 3 clusters Score -1218859 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1218983.250000 Penalty: 4518.434082
	Iteration 32Q: 3 clusters Score -1218983 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1219089.125000 Penalty: 4518.434082
	Iteration 33Q: 3 clusters Score -1219089 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1219214.125000 Penalty: 4518.434082
	Iteration 34Q: 3 clusters Score -1219214 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1219290.625000 Penalty: 4518.434082
	Iteration 35Q: 3 clusters Score -1219291 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1219342.000000 Penalty: 4518.434082
	Iteration 36Q: 3 clusters Score -1219342 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1219381.000000 Penalty: 4518.434082
	Iteration 37Q: 3 clusters Score -1219381 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1219418.750000 Penalty: 4518.434082
	Iteration 38Q: 3 clusters Score -1219419 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1219457.000000 Penalty: 4518.434082
	Iteration 39Q: 3 clusters Score -1219457 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1219486.500000 Penalty: 4518.434082
	Iteration 40F: 3 clusters Score -1219486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1219506.625000 Penalty: 4518.434082
	Iteration 41Q: 3 clusters Score -1219507 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1219516.875000 Penalty: 4518.434082
	Iteration 42Q: 3 clusters Score -1219517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1219530.625000 Penalty: 4518.434082
	Iteration 43Q: 3 clusters Score -1219531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1219544.000000 Penalty: 4518.434082
	Iteration 44Q: 3 clusters Score -1219544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1219551.500000 Penalty: 4518.434082
	Iteration 45Q: 3 clusters Score -1219552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1219555.750000 Penalty: 4518.434082
	Iteration 46Q: 3 clusters Score -1219556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1219559.875000 Penalty: 4518.434082
	Iteration 47Q: 3 clusters Score -1219560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1219560.875000 Penalty: 4518.434082
	Iteration 48Q: 3 clusters Score -1219561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1219561.125000 Penalty: 4518.434082
	Iteration 49Q: 3 clusters Score -1219561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1219561.125000 Penalty: 4518.434082
	Iteration 50F: 3 clusters Score -1219561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (164513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164513 members 
Entering Unmasked Estep 
Score: -21818998.000000 Penalty: 2978.664795
	Iteration 0F: 2 clusters Score -2.1819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82179 members 
Mstep: Class 2 contains 82334 members 
Entering Unmasked Estep 
Score: -21712592.000000 Penalty: 5957.329590
	Iteration 0F: 3 clusters Score -2.171259e+07 nChanged 78553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80352 members 
Mstep: Class 2 contains 84161 members 
Entering Unmasked Estep 
Score: -21757418.000000 Penalty: 5957.329590
	Iteration 1F: 3 clusters Score -2.175742e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79380 members 
Mstep: Class 2 contains 85133 members 
Entering Unmasked Estep 
Score: -21758536.000000 Penalty: 5957.329590
	Iteration 2Q: 3 clusters Score -2.175854e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77852 members 
Mstep: Class 2 contains 86661 members 
Entering Unmasked Estep 
Score: -21759696.000000 Penalty: 5957.329590
	Iteration 3Q: 3 clusters Score -2.17597e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75551 members 
Mstep: Class 2 contains 88962 members 
Entering Unmasked Estep 
Score: -21761072.000000 Penalty: 5957.329590
	Iteration 4Q: 3 clusters Score -2.176107e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72146 members 
Mstep: Class 2 contains 92367 members 
Entering Unmasked Estep 
Score: -21762780.000000 Penalty: 5957.329590
	Iteration 5Q: 3 clusters Score -2.176278e+07 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67280 members 
Mstep: Class 2 contains 97233 members 
Entering Unmasked Estep 
Score: -21765480.000000 Penalty: 5957.329590
	Iteration 6Q: 3 clusters Score -2.176548e+07 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60552 members 
Mstep: Class 2 contains 103961 members 
Entering Unmasked Estep 
Score: -21769716.000000 Penalty: 5957.329590
	Iteration 7F: 3 clusters Score -2.176972e+07 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 112525 members 
Entering Unmasked Estep 
Score: -21775784.000000 Penalty: 5957.329590
	Iteration 8F: 3 clusters Score -2.177578e+07 nChanged 11261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 122466 members 
Entering Unmasked Estep 
Score: -21783910.000000 Penalty: 5957.329590
	Iteration 9F: 3 clusters Score -2.178391e+07 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 132401 members 
Entering Unmasked Estep 
Score: -21793108.000000 Penalty: 5957.329590
	Iteration 10F: 3 clusters Score -2.179311e+07 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 140799 members 
Entering Unmasked Estep 
Score: -21801892.000000 Penalty: 5957.329590
	Iteration 11F: 3 clusters Score -2.180189e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 146202 members 
Entering Unmasked Estep 
Score: -21808888.000000 Penalty: 5957.329590
	Iteration 12Q: 3 clusters Score -2.180889e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 148891 members 
Entering Unmasked Estep 
Score: -21812816.000000 Penalty: 5957.329590
	Iteration 13Q: 3 clusters Score -2.181282e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 150391 members 
Entering Unmasked Estep 
Score: -21814468.000000 Penalty: 5957.329590
	Iteration 14Q: 3 clusters Score -2.181447e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 151562 members 
Entering Unmasked Estep 
Score: -21815392.000000 Penalty: 5957.329590
	Iteration 15Q: 3 clusters Score -2.181539e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 152603 members 
Entering Unmasked Estep 
Score: -21816154.000000 Penalty: 5957.329590
	Iteration 16Q: 3 clusters Score -2.181615e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 153493 members 
Entering Unmasked Estep 
Score: -21816622.000000 Penalty: 5957.329590
	Iteration 17Q: 3 clusters Score -2.181662e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 154221 members 
Entering Unmasked Estep 
Score: -21816826.000000 Penalty: 5957.329590
	Iteration 18Q: 3 clusters Score -2.181683e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 154862 members 
Entering Unmasked Estep 
Score: -21817062.000000 Penalty: 5957.329590
	Iteration 19Q: 3 clusters Score -2.181706e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 155388 members 
Entering Unmasked Estep 
Score: -21817156.000000 Penalty: 5957.329590
	Iteration 20F: 3 clusters Score -2.181716e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 155898 members 
Entering Unmasked Estep 
Score: -21817220.000000 Penalty: 5957.329590
	Iteration 21Q: 3 clusters Score -2.181722e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 156344 members 
Entering Unmasked Estep 
Score: -21817286.000000 Penalty: 5957.329590
	Iteration 22Q: 3 clusters Score -2.181729e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 156731 members 
Entering Unmasked Estep 
Score: -21817326.000000 Penalty: 5957.329590
	Iteration 23Q: 3 clusters Score -2.181733e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 157075 members 
Entering Unmasked Estep 
Score: -21817328.000000 Penalty: 5957.329590
	Iteration 24Q: 3 clusters Score -2.181733e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 157385 members 
Entering Unmasked Estep 
Score: -21817328.000000 Penalty: 5957.329590
	Iteration 25Q: 3 clusters Score -2.181733e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 157672 members 
Entering Unmasked Estep 
Score: -21817334.000000 Penalty: 5957.329590
	Iteration 26Q: 3 clusters Score -2.181733e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 157930 members 
Entering Unmasked Estep 
Score: -21817400.000000 Penalty: 5957.329590
	Iteration 27Q: 3 clusters Score -2.18174e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 158145 members 
Entering Unmasked Estep 
Score: -21817398.000000 Penalty: 5957.329590
	Iteration 28Q: 3 clusters Score -2.18174e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 158343 members 
Entering Unmasked Estep 
Score: -21817404.000000 Penalty: 5957.329590
	Iteration 29Q: 3 clusters Score -2.18174e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 158536 members 
Entering Unmasked Estep 
Score: -21817430.000000 Penalty: 5957.329590
	Iteration 30Q: 3 clusters Score -2.181743e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 158718 members 
Entering Unmasked Estep 
Score: -21817404.000000 Penalty: 5957.329590
	Iteration 31Q: 3 clusters Score -2.18174e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 158882 members 
Entering Unmasked Estep 
Score: -21817364.000000 Penalty: 5957.329590
	Iteration 32Q: 3 clusters Score -2.181736e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 159028 members 
Entering Unmasked Estep 
Score: -21817352.000000 Penalty: 5957.329590
	Iteration 33Q: 3 clusters Score -2.181735e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 159168 members 
Entering Unmasked Estep 
Score: -21817360.000000 Penalty: 5957.329590
	Iteration 34Q: 3 clusters Score -2.181736e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 159296 members 
Entering Unmasked Estep 
Score: -21817328.000000 Penalty: 5957.329590
	Iteration 35Q: 3 clusters Score -2.181733e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 159422 members 
Entering Unmasked Estep 
Score: -21817340.000000 Penalty: 5957.329590
	Iteration 36Q: 3 clusters Score -2.181734e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 159548 members 
Entering Unmasked Estep 
Score: -21817360.000000 Penalty: 5957.329590
	Iteration 37Q: 3 clusters Score -2.181736e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 159672 members 
Entering Unmasked Estep 
Score: -21817350.000000 Penalty: 5957.329590
	Iteration 38Q: 3 clusters Score -2.181735e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 159773 members 
Entering Unmasked Estep 
Score: -21817390.000000 Penalty: 5957.329590
	Iteration 39Q: 3 clusters Score -2.181739e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 159867 members 
Entering Unmasked Estep 
Score: -21817394.000000 Penalty: 5957.329590
	Iteration 40F: 3 clusters Score -2.181739e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 159955 members 
Entering Unmasked Estep 
Score: -21817350.000000 Penalty: 5957.329590
	Iteration 41Q: 3 clusters Score -2.181735e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 160051 members 
Entering Unmasked Estep 
Score: -21817344.000000 Penalty: 5957.329590
	Iteration 42Q: 3 clusters Score -2.181734e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 160154 members 
Entering Unmasked Estep 
Score: -21817330.000000 Penalty: 5957.329590
	Iteration 43Q: 3 clusters Score -2.181733e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 160241 members 
Entering Unmasked Estep 
Score: -21817316.000000 Penalty: 5957.329590
	Iteration 44Q: 3 clusters Score -2.181732e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 160316 members 
Entering Unmasked Estep 
Score: -21817274.000000 Penalty: 5957.329590
	Iteration 45Q: 3 clusters Score -2.181727e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 160395 members 
Entering Unmasked Estep 
Score: -21817260.000000 Penalty: 5957.329590
	Iteration 46Q: 3 clusters Score -2.181726e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 160471 members 
Entering Unmasked Estep 
Score: -21817268.000000 Penalty: 5957.329590
	Iteration 47Q: 3 clusters Score -2.181727e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 160543 members 
Entering Unmasked Estep 
Score: -21817292.000000 Penalty: 5957.329590
	Iteration 48Q: 3 clusters Score -2.181729e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 160609 members 
Entering Unmasked Estep 
Score: -21817310.000000 Penalty: 5957.329590
	Iteration 49Q: 3 clusters Score -2.181731e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 160653 members 
Entering Unmasked Estep 
Score: -21817304.000000 Penalty: 5957.329590
	Iteration 50Q: 3 clusters Score -2.18173e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 160708 members 
Entering Unmasked Estep 
Score: -21817318.000000 Penalty: 5957.329590
	Iteration 51Q: 3 clusters Score -2.181732e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 160767 members 
Entering Unmasked Estep 
Score: -21817322.000000 Penalty: 5957.329590
	Iteration 52Q: 3 clusters Score -2.181732e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 160809 members 
Entering Unmasked Estep 
Score: -21817332.000000 Penalty: 5957.329590
	Iteration 53Q: 3 clusters Score -2.181733e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 160846 members 
Entering Unmasked Estep 
Score: -21817304.000000 Penalty: 5957.329590
	Iteration 54Q: 3 clusters Score -2.18173e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 160874 members 
Entering Unmasked Estep 
Score: -21817300.000000 Penalty: 5957.329590
	Iteration 55Q: 3 clusters Score -2.18173e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 160911 members 
Entering Unmasked Estep 
Score: -21817278.000000 Penalty: 5957.329590
	Iteration 56Q: 3 clusters Score -2.181728e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 160937 members 
Entering Unmasked Estep 
Score: -21817286.000000 Penalty: 5957.329590
	Iteration 57Q: 3 clusters Score -2.181729e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 160965 members 
Entering Unmasked Estep 
Score: -21817270.000000 Penalty: 5957.329590
	Iteration 58Q: 3 clusters Score -2.181727e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 160993 members 
Entering Unmasked Estep 
Score: -21817264.000000 Penalty: 5957.329590
	Iteration 59Q: 3 clusters Score -2.181726e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 161033 members 
Entering Unmasked Estep 
Score: -21817270.000000 Penalty: 5957.329590
	Iteration 60F: 3 clusters Score -2.181727e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 161079 members 
Entering Unmasked Estep 
Score: -21817262.000000 Penalty: 5957.329590
	Iteration 61Q: 3 clusters Score -2.181726e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 161120 members 
Entering Unmasked Estep 
Score: -21817214.000000 Penalty: 5957.329590
	Iteration 62Q: 3 clusters Score -2.181721e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 161163 members 
Entering Unmasked Estep 
Score: -21817228.000000 Penalty: 5957.329590
	Iteration 63Q: 3 clusters Score -2.181723e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 161194 members 
Entering Unmasked Estep 
Score: -21817192.000000 Penalty: 5957.329590
	Iteration 64Q: 3 clusters Score -2.181719e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 161228 members 
Entering Unmasked Estep 
Score: -21817214.000000 Penalty: 5957.329590
	Iteration 65Q: 3 clusters Score -2.181721e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 161256 members 
Entering Unmasked Estep 
Score: -21817212.000000 Penalty: 5957.329590
	Iteration 66Q: 3 clusters Score -2.181721e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 161274 members 
Entering Unmasked Estep 
Score: -21817180.000000 Penalty: 5957.329590
	Iteration 67Q: 3 clusters Score -2.181718e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 161291 members 
Entering Unmasked Estep 
Score: -21817186.000000 Penalty: 5957.329590
	Iteration 68Q: 3 clusters Score -2.181719e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 161309 members 
Entering Unmasked Estep 
Score: -21817194.000000 Penalty: 5957.329590
	Iteration 69Q: 3 clusters Score -2.181719e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 161332 members 
Entering Unmasked Estep 
Score: -21817188.000000 Penalty: 5957.329590
	Iteration 70Q: 3 clusters Score -2.181719e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 161349 members 
Entering Unmasked Estep 
Score: -21817178.000000 Penalty: 5957.329590
	Iteration 71Q: 3 clusters Score -2.181718e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 161379 members 
Entering Unmasked Estep 
Score: -21817156.000000 Penalty: 5957.329590
	Iteration 72Q: 3 clusters Score -2.181716e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 161413 members 
Entering Unmasked Estep 
Score: -21817174.000000 Penalty: 5957.329590
	Iteration 73Q: 3 clusters Score -2.181717e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 161448 members 
Entering Unmasked Estep 
Score: -21817174.000000 Penalty: 5957.329590
	Iteration 74Q: 3 clusters Score -2.181717e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 161487 members 
Entering Unmasked Estep 
Score: -21817194.000000 Penalty: 5957.329590
	Iteration 75Q: 3 clusters Score -2.181719e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 161520 members 
Entering Unmasked Estep 
Score: -21817186.000000 Penalty: 5957.329590
	Iteration 76Q: 3 clusters Score -2.181719e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 161549 members 
Entering Unmasked Estep 
Score: -21817204.000000 Penalty: 5957.329590
	Iteration 77Q: 3 clusters Score -2.18172e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 161577 members 
Entering Unmasked Estep 
Score: -21817188.000000 Penalty: 5957.329590
	Iteration 78Q: 3 clusters Score -2.181719e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 161607 members 
Entering Unmasked Estep 
Score: -21817188.000000 Penalty: 5957.329590
	Iteration 79Q: 3 clusters Score -2.181719e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 161637 members 
Entering Unmasked Estep 
Score: -21817188.000000 Penalty: 5957.329590
	Iteration 80F: 3 clusters Score -2.181719e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 161659 members 
Entering Unmasked Estep 
Score: -21817182.000000 Penalty: 5957.329590
	Iteration 81Q: 3 clusters Score -2.181718e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 161680 members 
Entering Unmasked Estep 
Score: -21817180.000000 Penalty: 5957.329590
	Iteration 82Q: 3 clusters Score -2.181718e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 161697 members 
Entering Unmasked Estep 
Score: -21817152.000000 Penalty: 5957.329590
	Iteration 83Q: 3 clusters Score -2.181715e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 161721 members 
Entering Unmasked Estep 
Score: -21817142.000000 Penalty: 5957.329590
	Iteration 84Q: 3 clusters Score -2.181714e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 161747 members 
Entering Unmasked Estep 
Score: -21817128.000000 Penalty: 5957.329590
	Iteration 85Q: 3 clusters Score -2.181713e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 161773 members 
Entering Unmasked Estep 
Score: -21817152.000000 Penalty: 5957.329590
	Iteration 86Q: 3 clusters Score -2.181715e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 161795 members 
Entering Unmasked Estep 
Score: -21817162.000000 Penalty: 5957.329590
	Iteration 87Q: 3 clusters Score -2.181716e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 161822 members 
Entering Unmasked Estep 
Score: -21817166.000000 Penalty: 5957.329590
	Iteration 88Q: 3 clusters Score -2.181717e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 161843 members 
Entering Unmasked Estep 
Score: -21817162.000000 Penalty: 5957.329590
	Iteration 89Q: 3 clusters Score -2.181716e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 161859 members 
Entering Unmasked Estep 
Score: -21817142.000000 Penalty: 5957.329590
	Iteration 90Q: 3 clusters Score -2.181714e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 161873 members 
Entering Unmasked Estep 
Score: -21817148.000000 Penalty: 5957.329590
	Iteration 91Q: 3 clusters Score -2.181715e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 161887 members 
Entering Unmasked Estep 
Score: -21817146.000000 Penalty: 5957.329590
	Iteration 92Q: 3 clusters Score -2.181715e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 161900 members 
Entering Unmasked Estep 
Score: -21817162.000000 Penalty: 5957.329590
	Iteration 93Q: 3 clusters Score -2.181716e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 161912 members 
Entering Unmasked Estep 
Score: -21817164.000000 Penalty: 5957.329590
	Iteration 94Q: 3 clusters Score -2.181716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 161913 members 
Entering Unmasked Estep 
Score: -21817158.000000 Penalty: 5957.329590
	Iteration 95Q: 3 clusters Score -2.181716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 161917 members 
Entering Unmasked Estep 
Score: -21817152.000000 Penalty: 5957.329590
	Iteration 96Q: 3 clusters Score -2.181715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 161922 members 
Entering Unmasked Estep 
Score: -21817172.000000 Penalty: 5957.329590
	Iteration 97Q: 3 clusters Score -2.181717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 161925 members 
Entering Unmasked Estep 
Score: -21817156.000000 Penalty: 5957.329590
	Iteration 98Q: 3 clusters Score -2.181716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 161929 members 
Entering Unmasked Estep 
Score: -21817170.000000 Penalty: 5957.329590
	Iteration 99Q: 3 clusters Score -2.181717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 161933 members 
Entering Unmasked Estep 
Score: -21817162.000000 Penalty: 5957.329590
	Iteration 100F: 3 clusters Score -2.181716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 161941 members 
Entering Unmasked Estep 
Score: -21817172.000000 Penalty: 5957.329590
	Iteration 101Q: 3 clusters Score -2.181717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 161946 members 
Entering Unmasked Estep 
Score: -21817172.000000 Penalty: 5957.329590
	Iteration 102Q: 3 clusters Score -2.181717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 161948 members 
Entering Unmasked Estep 
Score: -21817158.000000 Penalty: 5957.329590
	Iteration 103Q: 3 clusters Score -2.181716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 161952 members 
Entering Unmasked Estep 
Score: -21817164.000000 Penalty: 5957.329590
	Iteration 104Q: 3 clusters Score -2.181716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 161958 members 
Entering Unmasked Estep 
Score: -21817166.000000 Penalty: 5957.329590
	Iteration 105Q: 3 clusters Score -2.181717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 161964 members 
Entering Unmasked Estep 
Score: -21817162.000000 Penalty: 5957.329590
	Iteration 106Q: 3 clusters Score -2.181716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 161972 members 
Entering Unmasked Estep 
Score: -21817154.000000 Penalty: 5957.329590
	Iteration 107Q: 3 clusters Score -2.181715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 161979 members 
Entering Unmasked Estep 
Score: -21817148.000000 Penalty: 5957.329590
	Iteration 108Q: 3 clusters Score -2.181715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 161985 members 
Entering Unmasked Estep 
Score: -21817170.000000 Penalty: 5957.329590
	Iteration 109Q: 3 clusters Score -2.181717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 161992 members 
Entering Unmasked Estep 
Score: -21817166.000000 Penalty: 5957.329590
	Iteration 110Q: 3 clusters Score -2.181717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 162002 members 
Entering Unmasked Estep 
Score: -21817178.000000 Penalty: 5957.329590
	Iteration 111Q: 3 clusters Score -2.181718e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 162018 members 
Entering Unmasked Estep 
Score: -21817178.000000 Penalty: 5957.329590
	Iteration 112Q: 3 clusters Score -2.181718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 162026 members 
Entering Unmasked Estep 
Score: -21817170.000000 Penalty: 5957.329590
	Iteration 113Q: 3 clusters Score -2.181717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 162034 members 
Entering Unmasked Estep 
Score: -21817168.000000 Penalty: 5957.329590
	Iteration 114Q: 3 clusters Score -2.181717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 162045 members 
Entering Unmasked Estep 
Score: -21817162.000000 Penalty: 5957.329590
	Iteration 115Q: 3 clusters Score -2.181716e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 162057 members 
Entering Unmasked Estep 
Score: -21817164.000000 Penalty: 5957.329590
	Iteration 116Q: 3 clusters Score -2.181716e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 162071 members 
Entering Unmasked Estep 
Score: -21817164.000000 Penalty: 5957.329590
	Iteration 117Q: 3 clusters Score -2.181716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 162077 members 
Entering Unmasked Estep 
Score: -21817156.000000 Penalty: 5957.329590
	Iteration 118Q: 3 clusters Score -2.181716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 162082 members 
Entering Unmasked Estep 
Score: -21817162.000000 Penalty: 5957.329590
	Iteration 119Q: 3 clusters Score -2.181716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 162088 members 
Entering Unmasked Estep 
Score: -21817172.000000 Penalty: 5957.329590
	Iteration 120F: 3 clusters Score -2.181717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 162093 members 
Entering Unmasked Estep 
Score: -21817166.000000 Penalty: 5957.329590
	Iteration 121Q: 3 clusters Score -2.181717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 162100 members 
Entering Unmasked Estep 
Score: -21817168.000000 Penalty: 5957.329590
	Iteration 122Q: 3 clusters Score -2.181717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 162105 members 
Entering Unmasked Estep 
Score: -21817170.000000 Penalty: 5957.329590
	Iteration 123Q: 3 clusters Score -2.181717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 162110 members 
Entering Unmasked Estep 
Score: -21817152.000000 Penalty: 5957.329590
	Iteration 124Q: 3 clusters Score -2.181715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 162111 members 
Entering Unmasked Estep 
Score: -21817152.000000 Penalty: 5957.329590
	Iteration 125Q: 3 clusters Score -2.181715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 162112 members 
Entering Unmasked Estep 
Score: -21817162.000000 Penalty: 5957.329590
	Iteration 126Q: 3 clusters Score -2.181716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 162113 members 
Entering Unmasked Estep 
Score: -21817160.000000 Penalty: 5957.329590
	Iteration 127Q: 3 clusters Score -2.181716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 162114 members 
Entering Unmasked Estep 
Score: -21817154.000000 Penalty: 5957.329590
	Iteration 128Q: 3 clusters Score -2.181715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 162114 members 
Entering Unmasked Estep 
Score: -21817154.000000 Penalty: 5957.329590
	Iteration 129F: 3 clusters Score -2.181715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (165269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165269 members 
Entering Unmasked Estep 
Score: -22689388.000000 Penalty: 2979.801758
	Iteration 0F: 2 clusters Score -2.268939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82478 members 
Mstep: Class 2 contains 82791 members 
Entering Unmasked Estep 
Score: -22582772.000000 Penalty: 5959.603516
	Iteration 0F: 3 clusters Score -2.258277e+07 nChanged 79527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80007 members 
Mstep: Class 2 contains 85262 members 
Entering Unmasked Estep 
Score: -22629262.000000 Penalty: 5959.603516
	Iteration 1F: 3 clusters Score -2.262926e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78356 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
Score: -22630204.000000 Penalty: 5959.603516
	Iteration 2Q: 3 clusters Score -2.26302e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75790 members 
Mstep: Class 2 contains 89479 members 
Entering Unmasked Estep 
Score: -22631254.000000 Penalty: 5959.603516
	Iteration 3Q: 3 clusters Score -2.263125e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71956 members 
Mstep: Class 2 contains 93313 members 
Entering Unmasked Estep 
Score: -22633094.000000 Penalty: 5959.603516
	Iteration 4Q: 3 clusters Score -2.263309e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66176 members 
Mstep: Class 2 contains 99093 members 
Entering Unmasked Estep 
Score: -22635850.000000 Penalty: 5959.603516
	Iteration 5Q: 3 clusters Score -2.263585e+07 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57921 members 
Mstep: Class 2 contains 107348 members 
Entering Unmasked Estep 
Score: -22640820.000000 Penalty: 5959.603516
	Iteration 6F: 3 clusters Score -2.264082e+07 nChanged 11331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 118309 members 
Entering Unmasked Estep 
Score: -22649200.000000 Penalty: 5959.603516
	Iteration 7F: 3 clusters Score -2.26492e+07 nChanged 12635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 130762 members 
Entering Unmasked Estep 
Score: -22660214.000000 Penalty: 5959.603516
	Iteration 8F: 3 clusters Score -2.266021e+07 nChanged 11491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 142097 members 
Entering Unmasked Estep 
Score: -22670698.000000 Penalty: 5959.603516
	Iteration 9F: 3 clusters Score -2.26707e+07 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 150168 members 
Entering Unmasked Estep 
Score: -22677716.000000 Penalty: 5959.603516
	Iteration 10Q: 3 clusters Score -2.267772e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 155444 members 
Entering Unmasked Estep 
Score: -22681782.000000 Penalty: 5959.603516
	Iteration 11Q: 3 clusters Score -2.268178e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 158812 members 
Entering Unmasked Estep 
Score: -22684124.000000 Penalty: 5959.603516
	Iteration 12Q: 3 clusters Score -2.268412e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 160934 members 
Entering Unmasked Estep 
Score: -22685200.000000 Penalty: 5959.603516
	Iteration 13Q: 3 clusters Score -2.26852e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 162303 members 
Entering Unmasked Estep 
Score: -22685902.000000 Penalty: 5959.603516
	Iteration 14Q: 3 clusters Score -2.26859e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 163156 members 
Entering Unmasked Estep 
Score: -22686318.000000 Penalty: 5959.603516
	Iteration 15Q: 3 clusters Score -2.268632e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 163666 members 
Entering Unmasked Estep 
Score: -22686462.000000 Penalty: 5959.603516
	Iteration 16Q: 3 clusters Score -2.268646e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 163955 members 
Entering Unmasked Estep 
Score: -22686590.000000 Penalty: 5959.603516
	Iteration 17Q: 3 clusters Score -2.268659e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 164159 members 
Entering Unmasked Estep 
Score: -22686658.000000 Penalty: 5959.603516
	Iteration 18Q: 3 clusters Score -2.268666e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 164294 members 
Entering Unmasked Estep 
Score: -22686716.000000 Penalty: 5959.603516
	Iteration 19Q: 3 clusters Score -2.268672e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 164385 members 
Entering Unmasked Estep 
Score: -22686758.000000 Penalty: 5959.603516
	Iteration 20F: 3 clusters Score -2.268676e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 164434 members 
Entering Unmasked Estep 
Score: -22686790.000000 Penalty: 5959.603516
	Iteration 21Q: 3 clusters Score -2.268679e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 164479 members 
Entering Unmasked Estep 
Score: -22686800.000000 Penalty: 5959.603516
	Iteration 22Q: 3 clusters Score -2.26868e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 164527 members 
Entering Unmasked Estep 
Score: -22686838.000000 Penalty: 5959.603516
	Iteration 23Q: 3 clusters Score -2.268684e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 164562 members 
Entering Unmasked Estep 
Score: -22686848.000000 Penalty: 5959.603516
	Iteration 24Q: 3 clusters Score -2.268685e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 164596 members 
Entering Unmasked Estep 
Score: -22686848.000000 Penalty: 5959.603516
	Iteration 25Q: 3 clusters Score -2.268685e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 164617 members 
Entering Unmasked Estep 
Score: -22686850.000000 Penalty: 5959.603516
	Iteration 26Q: 3 clusters Score -2.268685e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 164630 members 
Entering Unmasked Estep 
Score: -22686850.000000 Penalty: 5959.603516
	Iteration 27Q: 3 clusters Score -2.268685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 164636 members 
Entering Unmasked Estep 
Score: -22686866.000000 Penalty: 5959.603516
	Iteration 28Q: 3 clusters Score -2.268687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 164644 members 
Entering Unmasked Estep 
Score: -22686880.000000 Penalty: 5959.603516
	Iteration 29Q: 3 clusters Score -2.268688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 164646 members 
Entering Unmasked Estep 
Score: -22686896.000000 Penalty: 5959.603516
	Iteration 30Q: 3 clusters Score -2.26869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 164648 members 
Entering Unmasked Estep 
Score: -22686882.000000 Penalty: 5959.603516
	Iteration 31Q: 3 clusters Score -2.268688e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 164648 members 
Entering Unmasked Estep 
Score: -22686890.000000 Penalty: 5959.603516
	Iteration 32Q: 3 clusters Score -2.268689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 164651 members 
Entering Unmasked Estep 
Score: -22686890.000000 Penalty: 5959.603516
	Iteration 33Q: 3 clusters Score -2.268689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 164654 members 
Entering Unmasked Estep 
Score: -22686892.000000 Penalty: 5959.603516
	Iteration 34Q: 3 clusters Score -2.268689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 164656 members 
Entering Unmasked Estep 
Score: -22686890.000000 Penalty: 5959.603516
	Iteration 35Q: 3 clusters Score -2.268689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 164658 members 
Entering Unmasked Estep 
Score: -22686898.000000 Penalty: 5959.603516
	Iteration 36Q: 3 clusters Score -2.26869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 164663 members 
Entering Unmasked Estep 
Score: -22686894.000000 Penalty: 5959.603516
	Iteration 37Q: 3 clusters Score -2.268689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 164668 members 
Entering Unmasked Estep 
Score: -22686898.000000 Penalty: 5959.603516
	Iteration 38Q: 3 clusters Score -2.26869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 164671 members 
Entering Unmasked Estep 
Score: -22686902.000000 Penalty: 5959.603516
	Iteration 39Q: 3 clusters Score -2.26869e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 164674 members 
Entering Unmasked Estep 
Score: -22686884.000000 Penalty: 5959.603516
	Iteration 40F: 3 clusters Score -2.268688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 164678 members 
Entering Unmasked Estep 
Score: -22686880.000000 Penalty: 5959.603516
	Iteration 41Q: 3 clusters Score -2.268688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 164681 members 
Entering Unmasked Estep 
Score: -22686894.000000 Penalty: 5959.603516
	Iteration 42Q: 3 clusters Score -2.268689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 164684 members 
Entering Unmasked Estep 
Score: -22686892.000000 Penalty: 5959.603516
	Iteration 43Q: 3 clusters Score -2.268689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 164685 members 
Entering Unmasked Estep 
Score: -22686888.000000 Penalty: 5959.603516
	Iteration 44Q: 3 clusters Score -2.268689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 164686 members 
Entering Unmasked Estep 
Score: -22686900.000000 Penalty: 5959.603516
	Iteration 45Q: 3 clusters Score -2.26869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 164687 members 
Entering Unmasked Estep 
Score: -22686886.000000 Penalty: 5959.603516
	Iteration 46Q: 3 clusters Score -2.268689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 164689 members 
Entering Unmasked Estep 
Score: -22686886.000000 Penalty: 5959.603516
	Iteration 47Q: 3 clusters Score -2.268689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 164690 members 
Entering Unmasked Estep 
Score: -22686890.000000 Penalty: 5959.603516
	Iteration 48Q: 3 clusters Score -2.268689e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 164693 members 
Entering Unmasked Estep 
Score: -22686900.000000 Penalty: 5959.603516
	Iteration 49Q: 3 clusters Score -2.26869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 164693 members 
Entering Unmasked Estep 
Score: -22686900.000000 Penalty: 5959.603516
	Iteration 50F: 3 clusters Score -2.26869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Entering Unmasked Estep 
Score: -26146.324219 Penalty: 1366.328369
	Iteration 0F: 2 clusters Score -26146.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25009.574219 Penalty: 2732.656738
	Iteration 0F: 3 clusters Score -25009.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25118.150391 Penalty: 2732.656738
	Iteration 1F: 3 clusters Score -25118.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25227.759766 Penalty: 2732.656738
	Iteration 2F: 3 clusters Score -25227.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25419.648438 Penalty: 2732.656738
	Iteration 3Q: 3 clusters Score -25419.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25542.613281 Penalty: 2732.656738
	Iteration 4Q: 3 clusters Score -25542.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25714.347656 Penalty: 2732.656738
	Iteration 5Q: 3 clusters Score -25714.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25764.054688 Penalty: 2732.656738
	Iteration 6Q: 3 clusters Score -25764.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25812.597656 Penalty: 2732.656738
	Iteration 7Q: 3 clusters Score -25812.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -25841.183594 Penalty: 2732.656738
	Iteration 8Q: 3 clusters Score -25841.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25863.400391 Penalty: 2732.656738
	Iteration 9Q: 3 clusters Score -25863.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -25869.548828 Penalty: 2732.656738
	Iteration 10Q: 3 clusters Score -25869.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25894.527344 Penalty: 2732.656738
	Iteration 11Q: 3 clusters Score -25894.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25944.632812 Penalty: 2732.656738
	Iteration 12Q: 3 clusters Score -25944.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26027.474609 Penalty: 2732.656738
	Iteration 13Q: 3 clusters Score -26027.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26032.103516 Penalty: 2732.656738
	Iteration 14Q: 3 clusters Score -26032.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26032.103516 Penalty: 2732.656738
	Iteration 15F: 3 clusters Score -26032.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -50624.753906 Penalty: 1517.288086
	Iteration 0F: 2 clusters Score -50624.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49257.570312 Penalty: 3034.576172
	Iteration 0F: 3 clusters Score -49257.57 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49677.449219 Penalty: 3034.576172
	Iteration 1F: 3 clusters Score -49677.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49973.953125 Penalty: 3034.576172
	Iteration 2F: 3 clusters Score -49973.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50149.617188 Penalty: 3034.576172
	Iteration 3F: 3 clusters Score -50149.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50526.011719 Penalty: 3034.576172
	Iteration 4F: 3 clusters Score -50526.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50767.132812 Penalty: 3034.576172
	Iteration 5Q: 3 clusters Score -50767.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -50872.281250 Penalty: 3034.576172
	Iteration 6Q: 3 clusters Score -50872.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -51030.281250 Penalty: 3034.576172
	Iteration 7Q: 3 clusters Score -51030.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51278.726562 Penalty: 3034.576172
	Iteration 8Q: 3 clusters Score -51278.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51299.296875 Penalty: 3034.576172
	Iteration 9Q: 3 clusters Score -51299.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51334.660156 Penalty: 3034.576172
	Iteration 10Q: 3 clusters Score -51334.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51500.074219 Penalty: 3034.576172
	Iteration 11Q: 3 clusters Score -51500.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51642.921875 Penalty: 3034.576172
	Iteration 12Q: 3 clusters Score -51642.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51642.921875 Penalty: 3034.576172
	Iteration 13F: 3 clusters Score -51642.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159954 members 
Mstep: Class 2 contains 2447 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 171024 members 
Mstep: Class 5 contains 2841 members 
Mstep: Class 6 contains 52521 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 6428 members 
Mstep: Class 10 contains 4127 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169816 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9043 members 
Mstep: Class 15 contains 164513 members 
Mstep: Class 16 contains 165269 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 213 members 
Mstep: Class 19 contains 25343 members 
Mstep: Class 20 contains 52377 members 
Mstep: Class 21 contains 158771 members 
Mstep: Class 22 contains 82021 members 
Mstep: Class 23 contains 146450 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 241 members 
Entering Unmasked Estep 
Score: -180406576.000000 Penalty: 91161.578125
Splitting cluster 18 changes total score from -180407888.000000 to -180406576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (25343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Entering Unmasked Estep 
Score: -3361239.000000 Penalty: 2514.783936
	Iteration 0F: 2 clusters Score -3361239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -3343852.250000 Penalty: 5029.567871
	Iteration 0F: 3 clusters Score -3343852 nChanged 11278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -3349953.250000 Penalty: 5029.567871
	Iteration 1F: 3 clusters Score -3349953 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -3350554.500000 Penalty: 5029.567871
	Iteration 2F: 3 clusters Score -3350554 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3351325.250000 Penalty: 5029.567871
	Iteration 3F: 3 clusters Score -3351325 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3352245.250000 Penalty: 5029.567871
	Iteration 4F: 3 clusters Score -3352245 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -3353327.750000 Penalty: 5029.567871
	Iteration 5F: 3 clusters Score -3353328 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -3354664.250000 Penalty: 5029.567871
	Iteration 6F: 3 clusters Score -3354664 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -3356118.250000 Penalty: 5029.567871
	Iteration 7F: 3 clusters Score -3356118 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -3357315.500000 Penalty: 5029.567871
	Iteration 8F: 3 clusters Score -3357316 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -3358028.000000 Penalty: 5029.567871
	Iteration 9Q: 3 clusters Score -3358028 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -3358393.000000 Penalty: 5029.567871
	Iteration 10Q: 3 clusters Score -3358393 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -3358656.500000 Penalty: 5029.567871
	Iteration 11Q: 3 clusters Score -3358656 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -3358860.250000 Penalty: 5029.567871
	Iteration 12Q: 3 clusters Score -3358860 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -3359035.250000 Penalty: 5029.567871
	Iteration 13Q: 3 clusters Score -3359035 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -3359144.250000 Penalty: 5029.567871
	Iteration 14Q: 3 clusters Score -3359144 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -3359231.250000 Penalty: 5029.567871
	Iteration 15Q: 3 clusters Score -3359231 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -3359310.250000 Penalty: 5029.567871
	Iteration 16Q: 3 clusters Score -3359310 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -3359387.250000 Penalty: 5029.567871
	Iteration 17Q: 3 clusters Score -3359387 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -3359446.250000 Penalty: 5029.567871
	Iteration 18Q: 3 clusters Score -3359446 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -3359516.750000 Penalty: 5029.567871
	Iteration 19Q: 3 clusters Score -3359517 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -3359570.000000 Penalty: 5029.567871
	Iteration 20F: 3 clusters Score -3359570 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -3359615.750000 Penalty: 5029.567871
	Iteration 21Q: 3 clusters Score -3359616 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -3359652.750000 Penalty: 5029.567871
	Iteration 22Q: 3 clusters Score -3359653 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -3359680.750000 Penalty: 5029.567871
	Iteration 23Q: 3 clusters Score -3359681 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -3359709.250000 Penalty: 5029.567871
	Iteration 24Q: 3 clusters Score -3359709 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -3359724.500000 Penalty: 5029.567871
	Iteration 25Q: 3 clusters Score -3359724 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -3359746.250000 Penalty: 5029.567871
	Iteration 26Q: 3 clusters Score -3359746 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -3359756.250000 Penalty: 5029.567871
	Iteration 27Q: 3 clusters Score -3359756 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -3359766.750000 Penalty: 5029.567871
	Iteration 28Q: 3 clusters Score -3359767 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -3359778.500000 Penalty: 5029.567871
	Iteration 29Q: 3 clusters Score -3359778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -3359779.000000 Penalty: 5029.567871
	Iteration 30Q: 3 clusters Score -3359779 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -3359796.500000 Penalty: 5029.567871
	Iteration 31Q: 3 clusters Score -3359796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -3359811.500000 Penalty: 5029.567871
	Iteration 32Q: 3 clusters Score -3359812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -3359825.250000 Penalty: 5029.567871
	Iteration 33Q: 3 clusters Score -3359825 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -3359828.500000 Penalty: 5029.567871
	Iteration 34Q: 3 clusters Score -3359828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -3359835.500000 Penalty: 5029.567871
	Iteration 35Q: 3 clusters Score -3359836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -3359842.250000 Penalty: 5029.567871
	Iteration 36Q: 3 clusters Score -3359842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -3359843.500000 Penalty: 5029.567871
	Iteration 37Q: 3 clusters Score -3359844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -3359847.500000 Penalty: 5029.567871
	Iteration 38Q: 3 clusters Score -3359848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -3359852.500000 Penalty: 5029.567871
	Iteration 39Q: 3 clusters Score -3359852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -3359845.500000 Penalty: 5029.567871
	Iteration 40F: 3 clusters Score -3359846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -3359842.500000 Penalty: 5029.567871
	Iteration 41Q: 3 clusters Score -3359842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -3359840.000000 Penalty: 5029.567871
	Iteration 42Q: 3 clusters Score -3359840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -3359843.250000 Penalty: 5029.567871
	Iteration 43Q: 3 clusters Score -3359843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -3359844.750000 Penalty: 5029.567871
	Iteration 44Q: 3 clusters Score -3359845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -3359853.250000 Penalty: 5029.567871
	Iteration 45Q: 3 clusters Score -3359853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -3359858.250000 Penalty: 5029.567871
	Iteration 46Q: 3 clusters Score -3359858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -3359864.750000 Penalty: 5029.567871
	Iteration 47Q: 3 clusters Score -3359865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -3359861.500000 Penalty: 5029.567871
	Iteration 48Q: 3 clusters Score -3359862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -3359859.000000 Penalty: 5029.567871
	Iteration 49Q: 3 clusters Score -3359859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -3359863.500000 Penalty: 5029.567871
	Iteration 50Q: 3 clusters Score -3359864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -3359871.500000 Penalty: 5029.567871
	Iteration 51Q: 3 clusters Score -3359872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -3359874.750000 Penalty: 5029.567871
	Iteration 52Q: 3 clusters Score -3359875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -3359871.750000 Penalty: 5029.567871
	Iteration 53Q: 3 clusters Score -3359872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -3359872.000000 Penalty: 5029.567871
	Iteration 54Q: 3 clusters Score -3359872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -3359874.000000 Penalty: 5029.567871
	Iteration 55Q: 3 clusters Score -3359874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -3359869.000000 Penalty: 5029.567871
	Iteration 56Q: 3 clusters Score -3359869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -3359868.000000 Penalty: 5029.567871
	Iteration 57Q: 3 clusters Score -3359868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3359868.000000 Penalty: 5029.567871
	Iteration 58Q: 3 clusters Score -3359868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -3359868.750000 Penalty: 5029.567871
	Iteration 59Q: 3 clusters Score -3359869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -3359869.250000 Penalty: 5029.567871
	Iteration 60F: 3 clusters Score -3359869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -3359871.750000 Penalty: 5029.567871
	Iteration 61Q: 3 clusters Score -3359872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -3359873.500000 Penalty: 5029.567871
	Iteration 62Q: 3 clusters Score -3359874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -3359876.250000 Penalty: 5029.567871
	Iteration 63Q: 3 clusters Score -3359876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -3359878.000000 Penalty: 5029.567871
	Iteration 64Q: 3 clusters Score -3359878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -3359878.000000 Penalty: 5029.567871
	Iteration 65Q: 3 clusters Score -3359878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -3359880.250000 Penalty: 5029.567871
	Iteration 66Q: 3 clusters Score -3359880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -3359883.750000 Penalty: 5029.567871
	Iteration 67Q: 3 clusters Score -3359884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -3359882.250000 Penalty: 5029.567871
	Iteration 68Q: 3 clusters Score -3359882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -3359886.250000 Penalty: 5029.567871
	Iteration 69Q: 3 clusters Score -3359886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -3359892.500000 Penalty: 5029.567871
	Iteration 70Q: 3 clusters Score -3359892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -3359895.250000 Penalty: 5029.567871
	Iteration 71Q: 3 clusters Score -3359895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -3359888.000000 Penalty: 5029.567871
	Iteration 72Q: 3 clusters Score -3359888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -3359883.500000 Penalty: 5029.567871
	Iteration 73Q: 3 clusters Score -3359884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3359883.500000 Penalty: 5029.567871
	Iteration 74Q: 3 clusters Score -3359884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -3359887.750000 Penalty: 5029.567871
	Iteration 75Q: 3 clusters Score -3359888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -3359884.250000 Penalty: 5029.567871
	Iteration 76Q: 3 clusters Score -3359884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -3359890.500000 Penalty: 5029.567871
	Iteration 77Q: 3 clusters Score -3359890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -3359890.750000 Penalty: 5029.567871
	Iteration 78Q: 3 clusters Score -3359891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -3359891.750000 Penalty: 5029.567871
	Iteration 79Q: 3 clusters Score -3359892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3359892.500000 Penalty: 5029.567871
	Iteration 80F: 3 clusters Score -3359892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -3359893.250000 Penalty: 5029.567871
	Iteration 81Q: 3 clusters Score -3359893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -3359897.000000 Penalty: 5029.567871
	Iteration 82Q: 3 clusters Score -3359897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -3359902.750000 Penalty: 5029.567871
	Iteration 83Q: 3 clusters Score -3359903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -3359907.250000 Penalty: 5029.567871
	Iteration 84Q: 3 clusters Score -3359907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -3359911.750000 Penalty: 5029.567871
	Iteration 85Q: 3 clusters Score -3359912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -3359918.250000 Penalty: 5029.567871
	Iteration 86Q: 3 clusters Score -3359918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -3359924.500000 Penalty: 5029.567871
	Iteration 87Q: 3 clusters Score -3359924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -3359924.250000 Penalty: 5029.567871
	Iteration 88Q: 3 clusters Score -3359924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -3359923.000000 Penalty: 5029.567871
	Iteration 89Q: 3 clusters Score -3359923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -3359926.250000 Penalty: 5029.567871
	Iteration 90Q: 3 clusters Score -3359926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -3359923.000000 Penalty: 5029.567871
	Iteration 91Q: 3 clusters Score -3359923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -3359930.750000 Penalty: 5029.567871
	Iteration 92Q: 3 clusters Score -3359931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -3359929.250000 Penalty: 5029.567871
	Iteration 93Q: 3 clusters Score -3359929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -3359930.000000 Penalty: 5029.567871
	Iteration 94Q: 3 clusters Score -3359930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -3359930.000000 Penalty: 5029.567871
	Iteration 95Q: 3 clusters Score -3359930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -3359928.750000 Penalty: 5029.567871
	Iteration 96Q: 3 clusters Score -3359929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -3359928.500000 Penalty: 5029.567871
	Iteration 97Q: 3 clusters Score -3359928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -3359928.500000 Penalty: 5029.567871
	Iteration 98F: 3 clusters Score -3359928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (52377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52377 members 
Entering Unmasked Estep 
Score: -7041258.000000 Penalty: 2694.823242
	Iteration 0F: 2 clusters Score -7041258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -7006121.000000 Penalty: 5389.646484
	Iteration 0F: 3 clusters Score -7006121 nChanged 24273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -7019533.000000 Penalty: 5389.646484
	Iteration 1F: 3 clusters Score -7019533 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -7020253.000000 Penalty: 5389.646484
	Iteration 2Q: 3 clusters Score -7020253 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -7020958.500000 Penalty: 5389.646484
	Iteration 3Q: 3 clusters Score -7020958 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -7021757.000000 Penalty: 5389.646484
	Iteration 4Q: 3 clusters Score -7021757 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -7028448 nChanged 3127
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -7030654 nChanged 2805
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Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -7032290 nChanged 2059
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7033194 nChanged 1384
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Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7033695 nChanged 962
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7034106 nChanged 903
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7034429 nChanged 827
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7034722 nChanged 809
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7035000 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7035254 nChanged 729
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Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7035496 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7035658 nChanged 589
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7035796 nChanged 599
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7035930 nChanged 572
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7036080 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7036190 nChanged 537
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7036311 nChanged 540
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7036448 nChanged 568
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7036572 nChanged 529
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7036682 nChanged 547
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7036808 nChanged 545
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Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7036976 nChanged 550
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Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7037134 nChanged 541
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Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7037278 nChanged 499
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Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7037414 nChanged 474
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7037566 nChanged 489
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Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7037700 nChanged 511
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Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7037815 nChanged 518
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Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7037970 nChanged 494
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7038122 nChanged 455
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Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7038270 nChanged 402
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Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7038370 nChanged 378
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Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7038490 nChanged 336
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Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7038590 nChanged 291
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Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7038690 nChanged 259
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Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7038721 nChanged 233
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Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 47915 members 
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	Iteration 45Q: 3 clusters Score -7038780 nChanged 212
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Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7038854 nChanged 218
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Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 48343 members 
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	Iteration 47Q: 3 clusters Score -7038930 nChanged 206
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Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 48549 members 
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	Iteration 48Q: 3 clusters Score -7038988 nChanged 167
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Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 48716 members 
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	Iteration 49Q: 3 clusters Score -7039020 nChanged 172
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Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7039086 nChanged 173
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Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7039146 nChanged 155
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Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 49216 members 
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	Iteration 52Q: 3 clusters Score -7039172 nChanged 139
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Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 49355 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7039194 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7039216 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7039262 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7039284 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7039312 nChanged 79
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Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7039333 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 49919 members 
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	Iteration 59Q: 3 clusters Score -7039345 nChanged 57
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Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7039352 nChanged 63
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Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7039364 nChanged 66
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Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7039392 nChanged 59
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Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7039392 nChanged 36
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Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 50194 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7039410 nChanged 26
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Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7039416 nChanged 34
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Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7039415 nChanged 37
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Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7039443 nChanged 32
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Mstep: Class 1 contains 2054 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7039444 nChanged 29
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Mstep: Class 1 contains 2025 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7039452 nChanged 29
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Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 50381 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7039466 nChanged 33
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Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7039464 nChanged 19
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Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 50433 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7039458 nChanged 20
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Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7039454 nChanged 18
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Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7039466 nChanged 12
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Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 50481 members 
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	Iteration 75Q: 3 clusters Score -7039471 nChanged 7
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Mstep: Class 1 contains 1889 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7039470 nChanged 5
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Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7039468 nChanged 9
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Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7039472 nChanged 9
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Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 50511 members 
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	Iteration 79Q: 3 clusters Score -7039473 nChanged 11
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Mstep: Class 1 contains 1855 members 
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	Iteration 80F: 3 clusters Score -7039468 nChanged 10
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Mstep: Class 1 contains 1845 members 
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	Iteration 81Q: 3 clusters Score -7039472 nChanged 12
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Mstep: Class 1 contains 1833 members 
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	Iteration 82Q: 3 clusters Score -7039468 nChanged 10
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	Iteration 83Q: 3 clusters Score -7039485 nChanged 11
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	Iteration 84Q: 3 clusters Score -7039489 nChanged 11
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	Iteration 85Q: 3 clusters Score -7039490 nChanged 18
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	Iteration 86Q: 3 clusters Score -7039500 nChanged 25
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	Iteration 87Q: 3 clusters Score -7039498 nChanged 19
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	Iteration 88Q: 3 clusters Score -7039510 nChanged 24
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	Iteration 89Q: 3 clusters Score -7039522 nChanged 14
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	Iteration 90Q: 3 clusters Score -7039530 nChanged 24
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Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 50698 members 
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	Iteration 91Q: 3 clusters Score -7039529 nChanged 13
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	Iteration 92Q: 3 clusters Score -7039530 nChanged 13
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Mstep: Class 1 contains 1653 members 
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	Iteration 93Q: 3 clusters Score -7039528 nChanged 17
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7039524 nChanged 12
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	Iteration 95Q: 3 clusters Score -7039530 nChanged 10
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7039538 nChanged 13
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Entering Unmasked Estep 
Score: -7039532.500000 Penalty: 5389.646484
	Iteration 97Q: 3 clusters Score -7039532 nChanged 14
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Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -7039529.000000 Penalty: 5389.646484
	Iteration 98Q: 3 clusters Score -7039529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -7039528.500000 Penalty: 5389.646484
	Iteration 99Q: 3 clusters Score -7039528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -7039530.500000 Penalty: 5389.646484
	Iteration 100F: 3 clusters Score -7039530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 50808 members 
Entering Unmasked Estep 
Score: -7039529.500000 Penalty: 5389.646484
	Iteration 101Q: 3 clusters Score -7039530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 50811 members 
Entering Unmasked Estep 
Score: -7039532.000000 Penalty: 5389.646484
	Iteration 102Q: 3 clusters Score -7039532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -7039530.000000 Penalty: 5389.646484
	Iteration 103Q: 3 clusters Score -7039530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -7039537.500000 Penalty: 5389.646484
	Iteration 104Q: 3 clusters Score -7039538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 50827 members 
Entering Unmasked Estep 
Score: -7039532.500000 Penalty: 5389.646484
	Iteration 105Q: 3 clusters Score -7039532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -7039531.500000 Penalty: 5389.646484
	Iteration 106Q: 3 clusters Score -7039532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -7039533.500000 Penalty: 5389.646484
	Iteration 107Q: 3 clusters Score -7039534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -7039539.500000 Penalty: 5389.646484
	Iteration 108Q: 3 clusters Score -7039540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 50837 members 
Entering Unmasked Estep 
Score: -7039540.000000 Penalty: 5389.646484
	Iteration 109Q: 3 clusters Score -7039540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 50838 members 
Entering Unmasked Estep 
Score: -7039543.000000 Penalty: 5389.646484
	Iteration 110Q: 3 clusters Score -7039543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 50839 members 
Entering Unmasked Estep 
Score: -7039539.500000 Penalty: 5389.646484
	Iteration 111Q: 3 clusters Score -7039540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 50841 members 
Entering Unmasked Estep 
Score: -7039547.500000 Penalty: 5389.646484
	Iteration 112Q: 3 clusters Score -7039548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 50841 members 
Entering Unmasked Estep 
Score: -7039547.500000 Penalty: 5389.646484
	Iteration 113F: 3 clusters Score -7039548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (158771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158771 members 
Entering Unmasked Estep 
Score: -21148918.000000 Penalty: 2969.854004
	Iteration 0F: 2 clusters Score -2.114892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79390 members 
Mstep: Class 2 contains 79381 members 
Entering Unmasked Estep 
Score: -21044920.000000 Penalty: 5939.708008
	Iteration 0F: 3 clusters Score -2.104492e+07 nChanged 75856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79152 members 
Mstep: Class 2 contains 79619 members 
Entering Unmasked Estep 
Score: -21089358.000000 Penalty: 5939.708008
	Iteration 1F: 3 clusters Score -2.108936e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78941 members 
Mstep: Class 2 contains 79830 members 
Entering Unmasked Estep 
Score: -21090202.000000 Penalty: 5939.708008
	Iteration 2Q: 3 clusters Score -2.10902e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78608 members 
Mstep: Class 2 contains 80163 members 
Entering Unmasked Estep 
Score: -21091232.000000 Penalty: 5939.708008
	Iteration 3Q: 3 clusters Score -2.109123e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77896 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -21092400.000000 Penalty: 5939.708008
	Iteration 4Q: 3 clusters Score -2.10924e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76749 members 
Mstep: Class 2 contains 82022 members 
Entering Unmasked Estep 
Score: -21094084.000000 Penalty: 5939.708008
	Iteration 5Q: 3 clusters Score -2.109408e+07 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74859 members 
Mstep: Class 2 contains 83912 members 
Entering Unmasked Estep 
Score: -21096540.000000 Penalty: 5939.708008
	Iteration 6Q: 3 clusters Score -2.109654e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72017 members 
Mstep: Class 2 contains 86754 members 
Entering Unmasked Estep 
Score: -21100488.000000 Penalty: 5939.708008
	Iteration 7F: 3 clusters Score -2.110049e+07 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68026 members 
Mstep: Class 2 contains 90745 members 
Entering Unmasked Estep 
Score: -21106234.000000 Penalty: 5939.708008
	Iteration 8F: 3 clusters Score -2.110623e+07 nChanged 10610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63064 members 
Mstep: Class 2 contains 95707 members 
Entering Unmasked Estep 
Score: -21113568.000000 Penalty: 5939.708008
	Iteration 9F: 3 clusters Score -2.111357e+07 nChanged 10645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 100546 members 
Entering Unmasked Estep 
Score: -21121740.000000 Penalty: 5939.708008
	Iteration 10F: 3 clusters Score -2.112174e+07 nChanged 9169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 103983 members 
Entering Unmasked Estep 
Score: -21128096.000000 Penalty: 5939.708008
	Iteration 11F: 3 clusters Score -2.11281e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 105968 members 
Entering Unmasked Estep 
Score: -21130812.000000 Penalty: 5939.708008
	Iteration 12Q: 3 clusters Score -2.113081e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 107461 members 
Entering Unmasked Estep 
Score: -21131804.000000 Penalty: 5939.708008
	Iteration 13Q: 3 clusters Score -2.11318e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 108737 members 
Entering Unmasked Estep 
Score: -21132438.000000 Penalty: 5939.708008
	Iteration 14Q: 3 clusters Score -2.113244e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48830 members 
Mstep: Class 2 contains 109941 members 
Entering Unmasked Estep 
Score: -21132834.000000 Penalty: 5939.708008
	Iteration 15Q: 3 clusters Score -2.113283e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 111223 members 
Entering Unmasked Estep 
Score: -21133300.000000 Penalty: 5939.708008
	Iteration 16Q: 3 clusters Score -2.11333e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 112589 members 
Entering Unmasked Estep 
Score: -21133724.000000 Penalty: 5939.708008
	Iteration 17Q: 3 clusters Score -2.113372e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 114050 members 
Entering Unmasked Estep 
Score: -21134074.000000 Penalty: 5939.708008
	Iteration 18Q: 3 clusters Score -2.113407e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 115571 members 
Entering Unmasked Estep 
Score: -21134600.000000 Penalty: 5939.708008
	Iteration 19Q: 3 clusters Score -2.11346e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 117186 members 
Entering Unmasked Estep 
Score: -21135122.000000 Penalty: 5939.708008
	Iteration 20F: 3 clusters Score -2.113512e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 118849 members 
Entering Unmasked Estep 
Score: -21135632.000000 Penalty: 5939.708008
	Iteration 21Q: 3 clusters Score -2.113563e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 120583 members 
Entering Unmasked Estep 
Score: -21136192.000000 Penalty: 5939.708008
	Iteration 22Q: 3 clusters Score -2.113619e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 122436 members 
Entering Unmasked Estep 
Score: -21136684.000000 Penalty: 5939.708008
	Iteration 23Q: 3 clusters Score -2.113668e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 124376 members 
Entering Unmasked Estep 
Score: -21137244.000000 Penalty: 5939.708008
	Iteration 24Q: 3 clusters Score -2.113724e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 126466 members 
Entering Unmasked Estep 
Score: -21137860.000000 Penalty: 5939.708008
	Iteration 25Q: 3 clusters Score -2.113786e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 128643 members 
Entering Unmasked Estep 
Score: -21138556.000000 Penalty: 5939.708008
	Iteration 26Q: 3 clusters Score -2.113856e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 130851 members 
Entering Unmasked Estep 
Score: -21139208.000000 Penalty: 5939.708008
	Iteration 27Q: 3 clusters Score -2.113921e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 133043 members 
Entering Unmasked Estep 
Score: -21139916.000000 Penalty: 5939.708008
	Iteration 28Q: 3 clusters Score -2.113992e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 135247 members 
Entering Unmasked Estep 
Score: -21140698.000000 Penalty: 5939.708008
	Iteration 29Q: 3 clusters Score -2.11407e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 137452 members 
Entering Unmasked Estep 
Score: -21141504.000000 Penalty: 5939.708008
	Iteration 30Q: 3 clusters Score -2.11415e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 139659 members 
Entering Unmasked Estep 
Score: -21142446.000000 Penalty: 5939.708008
	Iteration 31Q: 3 clusters Score -2.114245e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 141747 members 
Entering Unmasked Estep 
Score: -21143240.000000 Penalty: 5939.708008
	Iteration 32Q: 3 clusters Score -2.114324e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 143858 members 
Entering Unmasked Estep 
Score: -21144130.000000 Penalty: 5939.708008
	Iteration 33Q: 3 clusters Score -2.114413e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 145837 members 
Entering Unmasked Estep 
Score: -21144802.000000 Penalty: 5939.708008
	Iteration 34Q: 3 clusters Score -2.11448e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 147660 members 
Entering Unmasked Estep 
Score: -21145504.000000 Penalty: 5939.708008
	Iteration 35Q: 3 clusters Score -2.11455e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 149368 members 
Entering Unmasked Estep 
Score: -21146158.000000 Penalty: 5939.708008
	Iteration 36Q: 3 clusters Score -2.114616e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 150848 members 
Entering Unmasked Estep 
Score: -21146652.000000 Penalty: 5939.708008
	Iteration 37Q: 3 clusters Score -2.114665e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 152015 members 
Entering Unmasked Estep 
Score: -21146996.000000 Penalty: 5939.708008
	Iteration 38Q: 3 clusters Score -2.1147e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 152910 members 
Entering Unmasked Estep 
Score: -21147382.000000 Penalty: 5939.708008
	Iteration 39Q: 3 clusters Score -2.114738e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 153572 members 
Entering Unmasked Estep 
Score: -21147578.000000 Penalty: 5939.708008
	Iteration 40F: 3 clusters Score -2.114758e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 154319 members 
Entering Unmasked Estep 
Score: -21147830.000000 Penalty: 5939.708008
	Iteration 41Q: 3 clusters Score -2.114783e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 154904 members 
Entering Unmasked Estep 
Score: -21147852.000000 Penalty: 5939.708008
	Iteration 42Q: 3 clusters Score -2.114785e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 155330 members 
Entering Unmasked Estep 
Score: -21147884.000000 Penalty: 5939.708008
	Iteration 43Q: 3 clusters Score -2.114788e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 155648 members 
Entering Unmasked Estep 
Score: -21147858.000000 Penalty: 5939.708008
	Iteration 44Q: 3 clusters Score -2.114786e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 155913 members 
Entering Unmasked Estep 
Score: -21147902.000000 Penalty: 5939.708008
	Iteration 45Q: 3 clusters Score -2.11479e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 156121 members 
Entering Unmasked Estep 
Score: -21147938.000000 Penalty: 5939.708008
	Iteration 46Q: 3 clusters Score -2.114794e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 156286 members 
Entering Unmasked Estep 
Score: -21147966.000000 Penalty: 5939.708008
	Iteration 47Q: 3 clusters Score -2.114797e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 156408 members 
Entering Unmasked Estep 
Score: -21147974.000000 Penalty: 5939.708008
	Iteration 48Q: 3 clusters Score -2.114797e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 156516 members 
Entering Unmasked Estep 
Score: -21147936.000000 Penalty: 5939.708008
	Iteration 49Q: 3 clusters Score -2.114794e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 156600 members 
Entering Unmasked Estep 
Score: -21147890.000000 Penalty: 5939.708008
	Iteration 50Q: 3 clusters Score -2.114789e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 156669 members 
Entering Unmasked Estep 
Score: -21147888.000000 Penalty: 5939.708008
	Iteration 51Q: 3 clusters Score -2.114789e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 156734 members 
Entering Unmasked Estep 
Score: -21147932.000000 Penalty: 5939.708008
	Iteration 52Q: 3 clusters Score -2.114793e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 156787 members 
Entering Unmasked Estep 
Score: -21147932.000000 Penalty: 5939.708008
	Iteration 53Q: 3 clusters Score -2.114793e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 156836 members 
Entering Unmasked Estep 
Score: -21147888.000000 Penalty: 5939.708008
	Iteration 54Q: 3 clusters Score -2.114789e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 156868 members 
Entering Unmasked Estep 
Score: -21147876.000000 Penalty: 5939.708008
	Iteration 55Q: 3 clusters Score -2.114788e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 156892 members 
Entering Unmasked Estep 
Score: -21147888.000000 Penalty: 5939.708008
	Iteration 56Q: 3 clusters Score -2.114789e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 156908 members 
Entering Unmasked Estep 
Score: -21147874.000000 Penalty: 5939.708008
	Iteration 57Q: 3 clusters Score -2.114787e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 156921 members 
Entering Unmasked Estep 
Score: -21147880.000000 Penalty: 5939.708008
	Iteration 58Q: 3 clusters Score -2.114788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 156931 members 
Entering Unmasked Estep 
Score: -21147872.000000 Penalty: 5939.708008
	Iteration 59Q: 3 clusters Score -2.114787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 156940 members 
Entering Unmasked Estep 
Score: -21147882.000000 Penalty: 5939.708008
	Iteration 60F: 3 clusters Score -2.114788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 156946 members 
Entering Unmasked Estep 
Score: -21147878.000000 Penalty: 5939.708008
	Iteration 61Q: 3 clusters Score -2.114788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 156951 members 
Entering Unmasked Estep 
Score: -21147884.000000 Penalty: 5939.708008
	Iteration 62Q: 3 clusters Score -2.114788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 156956 members 
Entering Unmasked Estep 
Score: -21147898.000000 Penalty: 5939.708008
	Iteration 63Q: 3 clusters Score -2.11479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 156961 members 
Entering Unmasked Estep 
Score: -21147902.000000 Penalty: 5939.708008
	Iteration 64Q: 3 clusters Score -2.11479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 156969 members 
Entering Unmasked Estep 
Score: -21147894.000000 Penalty: 5939.708008
	Iteration 65Q: 3 clusters Score -2.114789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 156979 members 
Entering Unmasked Estep 
Score: -21147890.000000 Penalty: 5939.708008
	Iteration 66Q: 3 clusters Score -2.114789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 156988 members 
Entering Unmasked Estep 
Score: -21147888.000000 Penalty: 5939.708008
	Iteration 67Q: 3 clusters Score -2.114789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 156993 members 
Entering Unmasked Estep 
Score: -21147898.000000 Penalty: 5939.708008
	Iteration 68Q: 3 clusters Score -2.11479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 157000 members 
Entering Unmasked Estep 
Score: -21147908.000000 Penalty: 5939.708008
	Iteration 69Q: 3 clusters Score -2.114791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 157009 members 
Entering Unmasked Estep 
Score: -21147892.000000 Penalty: 5939.708008
	Iteration 70Q: 3 clusters Score -2.114789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 157012 members 
Entering Unmasked Estep 
Score: -21147884.000000 Penalty: 5939.708008
	Iteration 71Q: 3 clusters Score -2.114788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 157014 members 
Entering Unmasked Estep 
Score: -21147890.000000 Penalty: 5939.708008
	Iteration 72Q: 3 clusters Score -2.114789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 157016 members 
Entering Unmasked Estep 
Score: -21147896.000000 Penalty: 5939.708008
	Iteration 73Q: 3 clusters Score -2.11479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 157017 members 
Entering Unmasked Estep 
Score: -21147900.000000 Penalty: 5939.708008
	Iteration 74Q: 3 clusters Score -2.11479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 157019 members 
Entering Unmasked Estep 
Score: -21147900.000000 Penalty: 5939.708008
	Iteration 75Q: 3 clusters Score -2.11479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 157020 members 
Entering Unmasked Estep 
Score: -21147902.000000 Penalty: 5939.708008
	Iteration 76Q: 3 clusters Score -2.11479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 157020 members 
Entering Unmasked Estep 
Score: -21147902.000000 Penalty: 5939.708008
	Iteration 77F: 3 clusters Score -2.11479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (82021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82021 members 
Entering Unmasked Estep 
Score: -10630096.000000 Penalty: 2806.053223
	Iteration 0F: 2 clusters Score -1.06301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -10575301.000000 Penalty: 5612.106445
	Iteration 0F: 3 clusters Score -1.05753e+07 nChanged 38685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -10597343.000000 Penalty: 5612.106445
	Iteration 1F: 3 clusters Score -1.059734e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -10598045.000000 Penalty: 5612.106445
	Iteration 2Q: 3 clusters Score -1.059804e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -10599088.000000 Penalty: 5612.106445
	Iteration 3Q: 3 clusters Score -1.059909e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -10600924.000000 Penalty: 5612.106445
	Iteration 4Q: 3 clusters Score -1.060092e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 55187 members 
Entering Unmasked Estep 
Score: -10604533.000000 Penalty: 5612.106445
	Iteration 5F: 3 clusters Score -1.060453e+07 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 61601 members 
Entering Unmasked Estep 
Score: -10610303.000000 Penalty: 5612.106445
	Iteration 6F: 3 clusters Score -1.06103e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 68253 members 
Entering Unmasked Estep 
Score: -10616794.000000 Penalty: 5612.106445
	Iteration 7F: 3 clusters Score -1.061679e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 73396 members 
Entering Unmasked Estep 
Score: -10621729.000000 Penalty: 5612.106445
	Iteration 8F: 3 clusters Score -1.062173e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 76727 members 
Entering Unmasked Estep 
Score: -10624617.000000 Penalty: 5612.106445
	Iteration 9Q: 3 clusters Score -1.062462e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 78717 members 
Entering Unmasked Estep 
Score: -10626193.000000 Penalty: 5612.106445
	Iteration 10Q: 3 clusters Score -1.062619e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 79901 members 
Entering Unmasked Estep 
Score: -10627018.000000 Penalty: 5612.106445
	Iteration 11Q: 3 clusters Score -1.062702e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 80544 members 
Entering Unmasked Estep 
Score: -10627405.000000 Penalty: 5612.106445
	Iteration 12Q: 3 clusters Score -1.06274e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -10627616.000000 Penalty: 5612.106445
	Iteration 13Q: 3 clusters Score -1.062762e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 81073 members 
Entering Unmasked Estep 
Score: -10627708.000000 Penalty: 5612.106445
	Iteration 14Q: 3 clusters Score -1.062771e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 81166 members 
Entering Unmasked Estep 
Score: -10627763.000000 Penalty: 5612.106445
	Iteration 15Q: 3 clusters Score -1.062776e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 81214 members 
Entering Unmasked Estep 
Score: -10627809.000000 Penalty: 5612.106445
	Iteration 16Q: 3 clusters Score -1.062781e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 81253 members 
Entering Unmasked Estep 
Score: -10627838.000000 Penalty: 5612.106445
	Iteration 17Q: 3 clusters Score -1.062784e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 81279 members 
Entering Unmasked Estep 
Score: -10627853.000000 Penalty: 5612.106445
	Iteration 18Q: 3 clusters Score -1.062785e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 81300 members 
Entering Unmasked Estep 
Score: -10627861.000000 Penalty: 5612.106445
	Iteration 19Q: 3 clusters Score -1.062786e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 81310 members 
Entering Unmasked Estep 
Score: -10627888.000000 Penalty: 5612.106445
	Iteration 20F: 3 clusters Score -1.062789e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 81321 members 
Entering Unmasked Estep 
Score: -10627901.000000 Penalty: 5612.106445
	Iteration 21Q: 3 clusters Score -1.06279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 81329 members 
Entering Unmasked Estep 
Score: -10627902.000000 Penalty: 5612.106445
	Iteration 22Q: 3 clusters Score -1.06279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 81336 members 
Entering Unmasked Estep 
Score: -10627909.000000 Penalty: 5612.106445
	Iteration 23Q: 3 clusters Score -1.062791e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 81345 members 
Entering Unmasked Estep 
Score: -10627903.000000 Penalty: 5612.106445
	Iteration 24Q: 3 clusters Score -1.06279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 81355 members 
Entering Unmasked Estep 
Score: -10627912.000000 Penalty: 5612.106445
	Iteration 25Q: 3 clusters Score -1.062791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 81357 members 
Entering Unmasked Estep 
Score: -10627921.000000 Penalty: 5612.106445
	Iteration 26Q: 3 clusters Score -1.062792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
Score: -10627920.000000 Penalty: 5612.106445
	Iteration 27Q: 3 clusters Score -1.062792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 81363 members 
Entering Unmasked Estep 
Score: -10627930.000000 Penalty: 5612.106445
	Iteration 28Q: 3 clusters Score -1.062793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
Score: -10627922.000000 Penalty: 5612.106445
	Iteration 29Q: 3 clusters Score -1.062792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
Score: -10627922.000000 Penalty: 5612.106445
	Iteration 30F: 3 clusters Score -1.062792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (146450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146450 members 
Entering Unmasked Estep 
Score: -19454200.000000 Penalty: 2949.821045
	Iteration 0F: 2 clusters Score -1.94542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73501 members 
Mstep: Class 2 contains 72949 members 
Entering Unmasked Estep 
Score: -19357164.000000 Penalty: 5899.642090
	Iteration 0F: 3 clusters Score -1.935716e+07 nChanged 70064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76799 members 
Mstep: Class 2 contains 69651 members 
Entering Unmasked Estep 
Score: -19397840.000000 Penalty: 5899.642090
	Iteration 1F: 3 clusters Score -1.939784e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78700 members 
Mstep: Class 2 contains 67750 members 
Entering Unmasked Estep 
Score: -19399430.000000 Penalty: 5899.642090
	Iteration 2Q: 3 clusters Score -1.939943e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81490 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -19401412.000000 Penalty: 5899.642090
	Iteration 3Q: 3 clusters Score -1.940141e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 60618 members 
Entering Unmasked Estep 
Score: -19404706.000000 Penalty: 5899.642090
	Iteration 4Q: 3 clusters Score -1.940471e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91812 members 
Mstep: Class 2 contains 54638 members 
Entering Unmasked Estep 
Score: -19409322.000000 Penalty: 5899.642090
	Iteration 5F: 3 clusters Score -1.940932e+07 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99419 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -19415562.000000 Penalty: 5899.642090
	Iteration 6F: 3 clusters Score -1.941556e+07 nChanged 9480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108229 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -19422580.000000 Penalty: 5899.642090
	Iteration 7F: 3 clusters Score -1.942258e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117213 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -19429412.000000 Penalty: 5899.642090
	Iteration 8F: 3 clusters Score -1.942941e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125384 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -19435642.000000 Penalty: 5899.642090
	Iteration 9F: 3 clusters Score -1.943564e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132104 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -19440762.000000 Penalty: 5899.642090
	Iteration 10Q: 3 clusters Score -1.944076e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137198 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -19444694.000000 Penalty: 5899.642090
	Iteration 11Q: 3 clusters Score -1.944469e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140744 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -19447432.000000 Penalty: 5899.642090
	Iteration 12Q: 3 clusters Score -1.944743e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142965 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -19449290.000000 Penalty: 5899.642090
	Iteration 13Q: 3 clusters Score -1.944929e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144239 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -19450214.000000 Penalty: 5899.642090
	Iteration 14Q: 3 clusters Score -1.945021e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144882 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -19450794.000000 Penalty: 5899.642090
	Iteration 15Q: 3 clusters Score -1.945079e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145224 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -19451092.000000 Penalty: 5899.642090
	Iteration 16Q: 3 clusters Score -1.945109e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145424 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -19451218.000000 Penalty: 5899.642090
	Iteration 17Q: 3 clusters Score -1.945122e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145527 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -19451296.000000 Penalty: 5899.642090
	Iteration 18Q: 3 clusters Score -1.94513e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145606 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -19451368.000000 Penalty: 5899.642090
	Iteration 19Q: 3 clusters Score -1.945137e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145656 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -19451438.000000 Penalty: 5899.642090
	Iteration 20F: 3 clusters Score -1.945144e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145678 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -19451468.000000 Penalty: 5899.642090
	Iteration 21Q: 3 clusters Score -1.945147e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145697 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -19451480.000000 Penalty: 5899.642090
	Iteration 22Q: 3 clusters Score -1.945148e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145716 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -19451484.000000 Penalty: 5899.642090
	Iteration 23Q: 3 clusters Score -1.945148e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145727 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -19451482.000000 Penalty: 5899.642090
	Iteration 24Q: 3 clusters Score -1.945148e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145733 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -19451486.000000 Penalty: 5899.642090
	Iteration 25Q: 3 clusters Score -1.945149e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145739 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -19451494.000000 Penalty: 5899.642090
	Iteration 26Q: 3 clusters Score -1.945149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145739 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -19451498.000000 Penalty: 5899.642090
	Iteration 27Q: 3 clusters Score -1.94515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145742 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -19451490.000000 Penalty: 5899.642090
	Iteration 28Q: 3 clusters Score -1.945149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145746 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -19451490.000000 Penalty: 5899.642090
	Iteration 29Q: 3 clusters Score -1.945149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145749 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -19451490.000000 Penalty: 5899.642090
	Iteration 30Q: 3 clusters Score -1.945149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145753 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -19451498.000000 Penalty: 5899.642090
	Iteration 31Q: 3 clusters Score -1.94515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145756 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -19451504.000000 Penalty: 5899.642090
	Iteration 32Q: 3 clusters Score -1.94515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145758 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -19451506.000000 Penalty: 5899.642090
	Iteration 33Q: 3 clusters Score -1.945151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145760 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -19451510.000000 Penalty: 5899.642090
	Iteration 34Q: 3 clusters Score -1.945151e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145761 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -19451504.000000 Penalty: 5899.642090
	Iteration 35Q: 3 clusters Score -1.94515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145763 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -19451506.000000 Penalty: 5899.642090
	Iteration 36Q: 3 clusters Score -1.945151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145763 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -19451512.000000 Penalty: 5899.642090
	Iteration 37Q: 3 clusters Score -1.945151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145764 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -19451504.000000 Penalty: 5899.642090
	Iteration 38Q: 3 clusters Score -1.94515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145765 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -19451508.000000 Penalty: 5899.642090
	Iteration 39Q: 3 clusters Score -1.945151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145765 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -19451510.000000 Penalty: 5899.642090
	Iteration 40F: 3 clusters Score -1.945151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145765 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -19451516.000000 Penalty: 5899.642090
	Iteration 41Q: 3 clusters Score -1.945152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145765 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -19451516.000000 Penalty: 5899.642090
	Iteration 42F: 3 clusters Score -1.945152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -77356.773438 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -77356.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -75734.445312 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -75734.45 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -76078.015625 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -76078.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -76178.226562 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -76178.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -76257.132812 Penalty: 3200.998047
	Iteration 3Q: 3 clusters Score -76257.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -76303.234375 Penalty: 3200.998047
	Iteration 4Q: 3 clusters Score -76303.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -76341.601562 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -76341.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -76388.515625 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -76388.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -76437.289062 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -76437.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -76494.523438 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -76494.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -76601.015625 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -76601.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -76807.539062 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -76807.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -77708.367188 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -77708.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -77859.476562 Penalty: 3200.998047
	Iteration 12F: 3 clusters Score -77859.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -77986.960938 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -77986.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -78067.695312 Penalty: 3200.998047
	Iteration 14Q: 3 clusters Score -78067.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -78087.843750 Penalty: 3200.998047
	Iteration 15Q: 3 clusters Score -78087.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -78092.679688 Penalty: 3200.998047
	Iteration 16Q: 3 clusters Score -78092.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -78092.679688 Penalty: 3200.998047
	Iteration 17F: 3 clusters Score -78092.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159954 members 
Mstep: Class 2 contains 2447 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 171024 members 
Mstep: Class 5 contains 2841 members 
Mstep: Class 6 contains 52521 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 6428 members 
Mstep: Class 10 contains 4127 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169816 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9043 members 
Mstep: Class 15 contains 164513 members 
Mstep: Class 16 contains 165269 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25343 members 
Mstep: Class 20 contains 52377 members 
Mstep: Class 21 contains 158771 members 
Mstep: Class 22 contains 82021 members 
Mstep: Class 23 contains 146450 members 
Mstep: Class 24 contains 116 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 519 members 
Entering Unmasked Estep 
Score: -180406960.000000 Penalty: 91161.578125
Splitting cluster 24 changes total score from -180407888.000000 to -180406960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -22654.449219 Penalty: 1335.354858
	Iteration 0F: 2 clusters Score -22654.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21537.966797 Penalty: 2670.709717
	Iteration 0F: 3 clusters Score -21537.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -21658.183594 Penalty: 2670.709717
	Iteration 1F: 3 clusters Score -21658.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -21693.427734 Penalty: 2670.709717
	Iteration 2Q: 3 clusters Score -21693.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -21778.351562 Penalty: 2670.709717
	Iteration 3Q: 3 clusters Score -21778.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -21855.148438 Penalty: 2670.709717
	Iteration 4Q: 3 clusters Score -21855.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -21883.197266 Penalty: 2670.709717
	Iteration 5Q: 3 clusters Score -21883.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -21883.197266 Penalty: 2670.709717
	Iteration 6F: 3 clusters Score -21883.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159954 members 
Mstep: Class 2 contains 2447 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 171024 members 
Mstep: Class 5 contains 2841 members 
Mstep: Class 6 contains 52521 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 6428 members 
Mstep: Class 10 contains 4127 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169816 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9043 members 
Mstep: Class 15 contains 164513 members 
Mstep: Class 16 contains 165269 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25343 members 
Mstep: Class 20 contains 52377 members 
Mstep: Class 21 contains 158771 members 
Mstep: Class 22 contains 82021 members 
Mstep: Class 23 contains 146450 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408272.000000 Penalty: 87655.367188
Iteration 359Q: 26 clusters Score -1.804083e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159950 members 
Mstep: Class 2 contains 2447 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 171012 members 
Mstep: Class 5 contains 2841 members 
Mstep: Class 6 contains 52552 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 6428 members 
Mstep: Class 10 contains 4122 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169807 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9058 members 
Mstep: Class 15 contains 164519 members 
Mstep: Class 16 contains 165233 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25352 members 
Mstep: Class 20 contains 52377 members 
Mstep: Class 21 contains 158756 members 
Mstep: Class 22 contains 82016 members 
Mstep: Class 23 contains 146476 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408080.000000 Penalty: 87655.367188
Iteration 360F: 26 clusters Score -1.804081e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159923 members 
Mstep: Class 2 contains 2447 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170998 members 
Mstep: Class 5 contains 2839 members 
Mstep: Class 6 contains 52583 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 6428 members 
Mstep: Class 10 contains 4119 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169822 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9055 members 
Mstep: Class 15 contains 164534 members 
Mstep: Class 16 contains 165214 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25353 members 
Mstep: Class 20 contains 52382 members 
Mstep: Class 21 contains 158733 members 
Mstep: Class 22 contains 82009 members 
Mstep: Class 23 contains 146507 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408448.000000 Penalty: 87655.367188
Iteration 361Q: 26 clusters Score -1.804084e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159929 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170978 members 
Mstep: Class 5 contains 2837 members 
Mstep: Class 6 contains 52615 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 6428 members 
Mstep: Class 10 contains 4116 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169828 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9050 members 
Mstep: Class 15 contains 164541 members 
Mstep: Class 16 contains 165213 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25356 members 
Mstep: Class 20 contains 52382 members 
Mstep: Class 21 contains 158695 members 
Mstep: Class 22 contains 82004 members 
Mstep: Class 23 contains 146528 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408400.000000 Penalty: 87655.367188
Iteration 362Q: 26 clusters Score -1.804084e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159916 members 
Mstep: Class 2 contains 2446 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170992 members 
Mstep: Class 5 contains 2836 members 
Mstep: Class 6 contains 52640 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 6428 members 
Mstep: Class 10 contains 4113 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169828 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9052 members 
Mstep: Class 15 contains 164535 members 
Mstep: Class 16 contains 165184 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25358 members 
Mstep: Class 20 contains 52404 members 
Mstep: Class 21 contains 158663 members 
Mstep: Class 22 contains 81993 members 
Mstep: Class 23 contains 146557 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408448.000000 Penalty: 87655.367188
Iteration 363Q: 26 clusters Score -1.804084e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159916 members 
Mstep: Class 2 contains 2445 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170996 members 
Mstep: Class 5 contains 2836 members 
Mstep: Class 6 contains 52663 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 6428 members 
Mstep: Class 10 contains 4117 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169824 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9063 members 
Mstep: Class 15 contains 164513 members 
Mstep: Class 16 contains 165168 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25357 members 
Mstep: Class 20 contains 52419 members 
Mstep: Class 21 contains 158649 members 
Mstep: Class 22 contains 81983 members 
Mstep: Class 23 contains 146568 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408432.000000 Penalty: 87655.367188
Iteration 364Q: 26 clusters Score -1.804084e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159925 members 
Mstep: Class 2 contains 2444 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170982 members 
Mstep: Class 5 contains 2836 members 
Mstep: Class 6 contains 52690 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 6428 members 
Mstep: Class 10 contains 4121 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169820 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9044 members 
Mstep: Class 15 contains 164484 members 
Mstep: Class 16 contains 165149 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25360 members 
Mstep: Class 20 contains 52438 members 
Mstep: Class 21 contains 158674 members 
Mstep: Class 22 contains 81980 members 
Mstep: Class 23 contains 146570 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408368.000000 Penalty: 87655.367188
Iteration 365Q: 26 clusters Score -1.804084e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159937 members 
Mstep: Class 2 contains 2444 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170966 members 
Mstep: Class 5 contains 2835 members 
Mstep: Class 6 contains 52714 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 6428 members 
Mstep: Class 10 contains 4113 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169825 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9031 members 
Mstep: Class 15 contains 164478 members 
Mstep: Class 16 contains 165114 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25359 members 
Mstep: Class 20 contains 52454 members 
Mstep: Class 21 contains 158679 members 
Mstep: Class 22 contains 81984 members 
Mstep: Class 23 contains 146583 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408560.000000 Penalty: 87655.367188
Iteration 366Q: 26 clusters Score -1.804086e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159950 members 
Mstep: Class 2 contains 2444 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170924 members 
Mstep: Class 5 contains 2833 members 
Mstep: Class 6 contains 52739 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 6428 members 
Mstep: Class 10 contains 4107 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169828 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 164474 members 
Mstep: Class 16 contains 165088 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25358 members 
Mstep: Class 20 contains 52473 members 
Mstep: Class 21 contains 158689 members 
Mstep: Class 22 contains 81989 members 
Mstep: Class 23 contains 146590 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408480.000000 Penalty: 87655.367188
Iteration 367Q: 26 clusters Score -1.804085e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159953 members 
Mstep: Class 2 contains 2444 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170907 members 
Mstep: Class 5 contains 2833 members 
Mstep: Class 6 contains 52758 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 6428 members 
Mstep: Class 10 contains 4100 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169844 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9040 members 
Mstep: Class 15 contains 164446 members 
Mstep: Class 16 contains 165047 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25365 members 
Mstep: Class 20 contains 52482 members 
Mstep: Class 21 contains 158683 members 
Mstep: Class 22 contains 81989 members 
Mstep: Class 23 contains 146625 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408576.000000 Penalty: 87655.367188
Iteration 368Q: 26 clusters Score -1.804086e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159949 members 
Mstep: Class 2 contains 2444 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170864 members 
Mstep: Class 5 contains 2833 members 
Mstep: Class 6 contains 52775 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 6428 members 
Mstep: Class 10 contains 4102 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169857 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9042 members 
Mstep: Class 15 contains 164433 members 
Mstep: Class 16 contains 165059 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25369 members 
Mstep: Class 20 contains 52477 members 
Mstep: Class 21 contains 158672 members 
Mstep: Class 22 contains 81986 members 
Mstep: Class 23 contains 146654 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408928.000000 Penalty: 87655.367188
Iteration 369Q: 26 clusters Score -1.804089e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159943 members 
Mstep: Class 2 contains 2444 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170833 members 
Mstep: Class 5 contains 2833 members 
Mstep: Class 6 contains 52793 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 6428 members 
Mstep: Class 10 contains 4106 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169867 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9052 members 
Mstep: Class 15 contains 164399 members 
Mstep: Class 16 contains 165057 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25372 members 
Mstep: Class 20 contains 52481 members 
Mstep: Class 21 contains 158671 members 
Mstep: Class 22 contains 81984 members 
Mstep: Class 23 contains 146681 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409024.000000 Penalty: 87655.367188
Iteration 370Q: 26 clusters Score -1.80409e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159925 members 
Mstep: Class 2 contains 2443 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170803 members 
Mstep: Class 5 contains 2833 members 
Mstep: Class 6 contains 52818 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 6428 members 
Mstep: Class 10 contains 4108 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169873 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9048 members 
Mstep: Class 15 contains 164367 members 
Mstep: Class 16 contains 165089 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25373 members 
Mstep: Class 20 contains 52490 members 
Mstep: Class 21 contains 158678 members 
Mstep: Class 22 contains 81985 members 
Mstep: Class 23 contains 146683 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409008.000000 Penalty: 87655.367188
Iteration 371Q: 26 clusters Score -1.80409e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159915 members 
Mstep: Class 2 contains 2443 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170799 members 
Mstep: Class 5 contains 2833 members 
Mstep: Class 6 contains 52841 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 6429 members 
Mstep: Class 10 contains 4104 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169857 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9053 members 
Mstep: Class 15 contains 164354 members 
Mstep: Class 16 contains 165095 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25373 members 
Mstep: Class 20 contains 52505 members 
Mstep: Class 21 contains 158678 members 
Mstep: Class 22 contains 81974 members 
Mstep: Class 23 contains 146692 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408976.000000 Penalty: 87655.367188
Iteration 372Q: 26 clusters Score -1.80409e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159921 members 
Mstep: Class 2 contains 2443 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170761 members 
Mstep: Class 5 contains 2833 members 
Mstep: Class 6 contains 52861 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4103 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169845 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9056 members 
Mstep: Class 15 contains 164343 members 
Mstep: Class 16 contains 165103 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25378 members 
Mstep: Class 20 contains 52530 members 
Mstep: Class 21 contains 158672 members 
Mstep: Class 22 contains 81979 members 
Mstep: Class 23 contains 146687 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408976.000000 Penalty: 87655.367188
Iteration 373Q: 26 clusters Score -1.80409e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159925 members 
Mstep: Class 2 contains 2442 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170744 members 
Mstep: Class 5 contains 2833 members 
Mstep: Class 6 contains 52870 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4101 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169835 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9055 members 
Mstep: Class 15 contains 164337 members 
Mstep: Class 16 contains 165104 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25381 members 
Mstep: Class 20 contains 52553 members 
Mstep: Class 21 contains 158687 members 
Mstep: Class 22 contains 81975 members 
Mstep: Class 23 contains 146673 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409168.000000 Penalty: 87655.367188
Iteration 374Q: 26 clusters Score -1.804092e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159951 members 
Mstep: Class 2 contains 2441 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170703 members 
Mstep: Class 5 contains 2832 members 
Mstep: Class 6 contains 52880 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4106 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169814 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9056 members 
Mstep: Class 15 contains 164346 members 
Mstep: Class 16 contains 165111 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25383 members 
Mstep: Class 20 contains 52574 members 
Mstep: Class 21 contains 158704 members 
Mstep: Class 22 contains 81969 members 
Mstep: Class 23 contains 146645 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409200.000000 Penalty: 87655.367188
Iteration 375Q: 26 clusters Score -1.804092e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159969 members 
Mstep: Class 2 contains 2440 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170657 members 
Mstep: Class 5 contains 2832 members 
Mstep: Class 6 contains 52896 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4104 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169783 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9055 members 
Mstep: Class 15 contains 164355 members 
Mstep: Class 16 contains 165115 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25391 members 
Mstep: Class 20 contains 52584 members 
Mstep: Class 21 contains 158707 members 
Mstep: Class 22 contains 81963 members 
Mstep: Class 23 contains 146664 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409280.000000 Penalty: 87655.367188
Iteration 376Q: 26 clusters Score -1.804093e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159983 members 
Mstep: Class 2 contains 2438 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170620 members 
Mstep: Class 5 contains 2832 members 
Mstep: Class 6 contains 52901 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4099 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169768 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9059 members 
Mstep: Class 15 contains 164365 members 
Mstep: Class 16 contains 165148 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25394 members 
Mstep: Class 20 contains 52613 members 
Mstep: Class 21 contains 158695 members 
Mstep: Class 22 contains 81958 members 
Mstep: Class 23 contains 146642 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180409216.000000 Penalty: 87655.367188
Iteration 377Q: 26 clusters Score -1.804092e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159991 members 
Mstep: Class 2 contains 2436 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170574 members 
Mstep: Class 5 contains 2832 members 
Mstep: Class 6 contains 52918 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4098 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169750 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9060 members 
Mstep: Class 15 contains 164370 members 
Mstep: Class 16 contains 165189 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25402 members 
Mstep: Class 20 contains 52650 members 
Mstep: Class 21 contains 158681 members 
Mstep: Class 22 contains 81946 members 
Mstep: Class 23 contains 146618 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408672.000000 Penalty: 87655.367188
Iteration 378Q: 26 clusters Score -1.804087e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159990 members 
Mstep: Class 2 contains 2435 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170561 members 
Mstep: Class 5 contains 2832 members 
Mstep: Class 6 contains 52931 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4102 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169753 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9053 members 
Mstep: Class 15 contains 164377 members 
Mstep: Class 16 contains 165175 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25408 members 
Mstep: Class 20 contains 52679 members 
Mstep: Class 21 contains 158682 members 
Mstep: Class 22 contains 81937 members 
Mstep: Class 23 contains 146600 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408160.000000 Penalty: 87655.367188
Iteration 379Q: 26 clusters Score -1.804082e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160002 members 
Mstep: Class 2 contains 2432 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170548 members 
Mstep: Class 5 contains 2832 members 
Mstep: Class 6 contains 52949 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4101 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169753 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9054 members 
Mstep: Class 15 contains 164378 members 
Mstep: Class 16 contains 165173 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25415 members 
Mstep: Class 20 contains 52697 members 
Mstep: Class 21 contains 158666 members 
Mstep: Class 22 contains 81930 members 
Mstep: Class 23 contains 146585 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408080.000000 Penalty: 87655.367188
Iteration 380F: 26 clusters Score -1.804081e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159999 members 
Mstep: Class 2 contains 2428 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170532 members 
Mstep: Class 5 contains 2832 members 
Mstep: Class 6 contains 52973 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4102 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169734 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9062 members 
Mstep: Class 15 contains 164373 members 
Mstep: Class 16 contains 165204 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25420 members 
Mstep: Class 20 contains 52714 members 
Mstep: Class 21 contains 158659 members 
Mstep: Class 22 contains 81923 members 
Mstep: Class 23 contains 146560 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407968.000000 Penalty: 87655.367188
Iteration 381Q: 26 clusters Score -1.80408e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160007 members 
Mstep: Class 2 contains 2425 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170504 members 
Mstep: Class 5 contains 2831 members 
Mstep: Class 6 contains 52981 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4101 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169731 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9067 members 
Mstep: Class 15 contains 164379 members 
Mstep: Class 16 contains 165209 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25421 members 
Mstep: Class 20 contains 52738 members 
Mstep: Class 21 contains 158659 members 
Mstep: Class 22 contains 81910 members 
Mstep: Class 23 contains 146552 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407920.000000 Penalty: 87655.367188
Iteration 382Q: 26 clusters Score -1.804079e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160010 members 
Mstep: Class 2 contains 2419 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170477 members 
Mstep: Class 5 contains 2830 members 
Mstep: Class 6 contains 53000 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4097 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169732 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9067 members 
Mstep: Class 15 contains 164400 members 
Mstep: Class 16 contains 165206 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25423 members 
Mstep: Class 20 contains 52756 members 
Mstep: Class 21 contains 158667 members 
Mstep: Class 22 contains 81898 members 
Mstep: Class 23 contains 146533 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407824.000000 Penalty: 87655.367188
Iteration 383Q: 26 clusters Score -1.804078e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160009 members 
Mstep: Class 2 contains 2417 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170451 members 
Mstep: Class 5 contains 2830 members 
Mstep: Class 6 contains 53009 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4088 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169740 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9064 members 
Mstep: Class 15 contains 164413 members 
Mstep: Class 16 contains 165179 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25424 members 
Mstep: Class 20 contains 52784 members 
Mstep: Class 21 contains 158671 members 
Mstep: Class 22 contains 81892 members 
Mstep: Class 23 contains 146543 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407872.000000 Penalty: 87655.367188
Iteration 384Q: 26 clusters Score -1.804079e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159996 members 
Mstep: Class 2 contains 2414 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170426 members 
Mstep: Class 5 contains 2830 members 
Mstep: Class 6 contains 53019 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4082 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169730 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9068 members 
Mstep: Class 15 contains 164433 members 
Mstep: Class 16 contains 165177 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25427 members 
Mstep: Class 20 contains 52801 members 
Mstep: Class 21 contains 158672 members 
Mstep: Class 22 contains 81880 members 
Mstep: Class 23 contains 146559 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407904.000000 Penalty: 87655.367188
Iteration 385Q: 26 clusters Score -1.804079e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159990 members 
Mstep: Class 2 contains 2410 members 
Mstep: Class 3 contains 900 members 
Mstep: Class 4 contains 170397 members 
Mstep: Class 5 contains 2830 members 
Mstep: Class 6 contains 53021 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4072 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169713 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9074 members 
Mstep: Class 15 contains 164450 members 
Mstep: Class 16 contains 165175 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25433 members 
Mstep: Class 20 contains 52816 members 
Mstep: Class 21 contains 158675 members 
Mstep: Class 22 contains 81878 members 
Mstep: Class 23 contains 146580 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407808.000000 Penalty: 87655.367188
Iteration 386Q: 26 clusters Score -1.804078e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159969 members 
Mstep: Class 2 contains 2406 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170364 members 
Mstep: Class 5 contains 2830 members 
Mstep: Class 6 contains 53022 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4064 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169715 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9071 members 
Mstep: Class 15 contains 164455 members 
Mstep: Class 16 contains 165185 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25435 members 
Mstep: Class 20 contains 52839 members 
Mstep: Class 21 contains 158680 members 
Mstep: Class 22 contains 81870 members 
Mstep: Class 23 contains 146610 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407904.000000 Penalty: 87655.367188
Iteration 387Q: 26 clusters Score -1.804079e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159952 members 
Mstep: Class 2 contains 2404 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170339 members 
Mstep: Class 5 contains 2830 members 
Mstep: Class 6 contains 53028 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1357 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4054 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169706 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9069 members 
Mstep: Class 15 contains 164454 members 
Mstep: Class 16 contains 165211 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25441 members 
Mstep: Class 20 contains 52861 members 
Mstep: Class 21 contains 158685 members 
Mstep: Class 22 contains 81863 members 
Mstep: Class 23 contains 146618 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407984.000000 Penalty: 87655.367188
Iteration 388Q: 26 clusters Score -1.80408e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159965 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170316 members 
Mstep: Class 5 contains 2830 members 
Mstep: Class 6 contains 53033 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169701 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9065 members 
Mstep: Class 15 contains 164465 members 
Mstep: Class 16 contains 165227 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25448 members 
Mstep: Class 20 contains 52879 members 
Mstep: Class 21 contains 158692 members 
Mstep: Class 22 contains 81855 members 
Mstep: Class 23 contains 146597 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408016.000000 Penalty: 87655.367188
Iteration 389Q: 26 clusters Score -1.80408e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159975 members 
Mstep: Class 2 contains 2400 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170289 members 
Mstep: Class 5 contains 2830 members 
Mstep: Class 6 contains 53044 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4035 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169691 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9072 members 
Mstep: Class 15 contains 164461 members 
Mstep: Class 16 contains 165234 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25450 members 
Mstep: Class 20 contains 52895 members 
Mstep: Class 21 contains 158697 members 
Mstep: Class 22 contains 81851 members 
Mstep: Class 23 contains 146592 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407872.000000 Penalty: 87655.367188
Iteration 390Q: 26 clusters Score -1.804079e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159961 members 
Mstep: Class 2 contains 2399 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170246 members 
Mstep: Class 5 contains 2830 members 
Mstep: Class 6 contains 53062 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4037 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169674 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9082 members 
Mstep: Class 15 contains 164462 members 
Mstep: Class 16 contains 165252 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25455 members 
Mstep: Class 20 contains 52926 members 
Mstep: Class 21 contains 158710 members 
Mstep: Class 22 contains 81834 members 
Mstep: Class 23 contains 146586 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408048.000000 Penalty: 87655.367188
Iteration 391Q: 26 clusters Score -1.80408e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159979 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170208 members 
Mstep: Class 5 contains 2830 members 
Mstep: Class 6 contains 53065 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1355 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4034 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169647 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9084 members 
Mstep: Class 15 contains 164469 members 
Mstep: Class 16 contains 165249 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25457 members 
Mstep: Class 20 contains 52954 members 
Mstep: Class 21 contains 158721 members 
Mstep: Class 22 contains 81834 members 
Mstep: Class 23 contains 146588 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408256.000000 Penalty: 87655.367188
Iteration 392Q: 26 clusters Score -1.804083e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160001 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170194 members 
Mstep: Class 5 contains 2830 members 
Mstep: Class 6 contains 53076 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1353 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4036 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169637 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9082 members 
Mstep: Class 15 contains 164469 members 
Mstep: Class 16 contains 165214 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25460 members 
Mstep: Class 20 contains 52984 members 
Mstep: Class 21 contains 158722 members 
Mstep: Class 22 contains 81826 members 
Mstep: Class 23 contains 146592 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408064.000000 Penalty: 87655.367188
Iteration 393Q: 26 clusters Score -1.804081e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160014 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170173 members 
Mstep: Class 5 contains 2830 members 
Mstep: Class 6 contains 53081 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1353 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4036 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169596 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9082 members 
Mstep: Class 15 contains 164462 members 
Mstep: Class 16 contains 165224 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25467 members 
Mstep: Class 20 contains 53008 members 
Mstep: Class 21 contains 158726 members 
Mstep: Class 22 contains 81819 members 
Mstep: Class 23 contains 146605 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408112.000000 Penalty: 87655.367188
Iteration 394Q: 26 clusters Score -1.804081e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160022 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170159 members 
Mstep: Class 5 contains 2829 members 
Mstep: Class 6 contains 53092 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1351 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4032 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169575 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9082 members 
Mstep: Class 15 contains 164466 members 
Mstep: Class 16 contains 165191 members 
Mstep: Class 17 contains 247 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25476 members 
Mstep: Class 20 contains 53027 members 
Mstep: Class 21 contains 158749 members 
Mstep: Class 22 contains 81814 members 
Mstep: Class 23 contains 146611 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408096.000000 Penalty: 87655.367188
Iteration 395Q: 26 clusters Score -1.804081e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160019 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170145 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 53096 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1351 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4027 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169552 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9081 members 
Mstep: Class 15 contains 164474 members 
Mstep: Class 16 contains 165190 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25487 members 
Mstep: Class 20 contains 53046 members 
Mstep: Class 21 contains 158760 members 
Mstep: Class 22 contains 81814 members 
Mstep: Class 23 contains 146607 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407760.000000 Penalty: 87655.367188
Iteration 396Q: 26 clusters Score -1.804078e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160028 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170150 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 53105 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1351 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4024 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169529 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9082 members 
Mstep: Class 15 contains 164463 members 
Mstep: Class 16 contains 165174 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25495 members 
Mstep: Class 20 contains 53068 members 
Mstep: Class 21 contains 158756 members 
Mstep: Class 22 contains 81803 members 
Mstep: Class 23 contains 146622 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407952.000000 Penalty: 87655.367188
Iteration 397Q: 26 clusters Score -1.80408e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160031 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170139 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 53101 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1351 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169508 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9087 members 
Mstep: Class 15 contains 164460 members 
Mstep: Class 16 contains 165177 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25501 members 
Mstep: Class 20 contains 53106 members 
Mstep: Class 21 contains 158751 members 
Mstep: Class 22 contains 81794 members 
Mstep: Class 23 contains 146626 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407872.000000 Penalty: 87655.367188
Iteration 398Q: 26 clusters Score -1.804079e+08 nChanged 578
Entering ConstructFrom: 
Score: -180407872.000000 Penalty: 87655.367188
Entering ConstructFrom: 
Trying to split cluster 1 (160028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160028 members 
Entering Unmasked Estep 
Score: -21211732.000000 Penalty: 2971.809814
	Iteration 0F: 2 clusters Score -2.121173e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80109 members 
Mstep: Class 2 contains 79919 members 
Entering Unmasked Estep 
Score: -21106816.000000 Penalty: 5943.619629
	Iteration 0F: 3 clusters Score -2.110682e+07 nChanged 76887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83718 members 
Mstep: Class 2 contains 76310 members 
Entering Unmasked Estep 
Score: -21151870.000000 Penalty: 5943.619629
	Iteration 1F: 3 clusters Score -2.115187e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86012 members 
Mstep: Class 2 contains 74016 members 
Entering Unmasked Estep 
Score: -21153482.000000 Penalty: 5943.619629
	Iteration 2Q: 3 clusters Score -2.115348e+07 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89354 members 
Mstep: Class 2 contains 70674 members 
Entering Unmasked Estep 
Score: -21155350.000000 Penalty: 5943.619629
	Iteration 3Q: 3 clusters Score -2.115535e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94214 members 
Mstep: Class 2 contains 65814 members 
Entering Unmasked Estep 
Score: -21158306.000000 Penalty: 5943.619629
	Iteration 4Q: 3 clusters Score -2.115831e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100703 members 
Mstep: Class 2 contains 59325 members 
Entering Unmasked Estep 
Score: -21162774.000000 Penalty: 5943.619629
	Iteration 5F: 3 clusters Score -2.116277e+07 nChanged 10246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108609 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -21168896.000000 Penalty: 5943.619629
	Iteration 6F: 3 clusters Score -2.11689e+07 nChanged 11055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117514 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -21176854.000000 Penalty: 5943.619629
	Iteration 7F: 3 clusters Score -2.117685e+07 nChanged 10807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126631 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -21185468.000000 Penalty: 5943.619629
	Iteration 8F: 3 clusters Score -2.118547e+07 nChanged 8930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134319 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -21193372.000000 Penalty: 5943.619629
	Iteration 9F: 3 clusters Score -2.119337e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139827 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -21199482.000000 Penalty: 5943.619629
	Iteration 10Q: 3 clusters Score -2.119948e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142857 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -21203450.000000 Penalty: 5943.619629
	Iteration 11Q: 3 clusters Score -2.120345e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144739 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -21205748.000000 Penalty: 5943.619629
	Iteration 12Q: 3 clusters Score -2.120575e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146133 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -21207102.000000 Penalty: 5943.619629
	Iteration 13Q: 3 clusters Score -2.12071e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147307 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -21208018.000000 Penalty: 5943.619629
	Iteration 14Q: 3 clusters Score -2.120802e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148304 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -21208720.000000 Penalty: 5943.619629
	Iteration 15Q: 3 clusters Score -2.120872e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149160 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -21209176.000000 Penalty: 5943.619629
	Iteration 16Q: 3 clusters Score -2.120918e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149908 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -21209410.000000 Penalty: 5943.619629
	Iteration 17Q: 3 clusters Score -2.120941e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150539 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -21209696.000000 Penalty: 5943.619629
	Iteration 18Q: 3 clusters Score -2.12097e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151122 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -21209934.000000 Penalty: 5943.619629
	Iteration 19Q: 3 clusters Score -2.120993e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151656 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -21210056.000000 Penalty: 5943.619629
	Iteration 20F: 3 clusters Score -2.121006e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152151 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -21210162.000000 Penalty: 5943.619629
	Iteration 21Q: 3 clusters Score -2.121016e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152622 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -21210276.000000 Penalty: 5943.619629
	Iteration 22Q: 3 clusters Score -2.121028e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153004 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -21210368.000000 Penalty: 5943.619629
	Iteration 23Q: 3 clusters Score -2.121037e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153329 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -21210450.000000 Penalty: 5943.619629
	Iteration 24Q: 3 clusters Score -2.121045e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153614 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -21210480.000000 Penalty: 5943.619629
	Iteration 25Q: 3 clusters Score -2.121048e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153891 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -21210438.000000 Penalty: 5943.619629
	Iteration 26Q: 3 clusters Score -2.121044e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154121 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -21210460.000000 Penalty: 5943.619629
	Iteration 27Q: 3 clusters Score -2.121046e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154330 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -21210400.000000 Penalty: 5943.619629
	Iteration 28Q: 3 clusters Score -2.12104e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154519 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -21210442.000000 Penalty: 5943.619629
	Iteration 29Q: 3 clusters Score -2.121044e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154673 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -21210462.000000 Penalty: 5943.619629
	Iteration 30Q: 3 clusters Score -2.121046e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154845 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -21210462.000000 Penalty: 5943.619629
	Iteration 31Q: 3 clusters Score -2.121046e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155001 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -21210452.000000 Penalty: 5943.619629
	Iteration 32Q: 3 clusters Score -2.121045e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155154 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -21210390.000000 Penalty: 5943.619629
	Iteration 33Q: 3 clusters Score -2.121039e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155288 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -21210364.000000 Penalty: 5943.619629
	Iteration 34Q: 3 clusters Score -2.121036e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155404 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -21210402.000000 Penalty: 5943.619629
	Iteration 35Q: 3 clusters Score -2.12104e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155520 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -21210404.000000 Penalty: 5943.619629
	Iteration 36Q: 3 clusters Score -2.12104e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155616 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -21210412.000000 Penalty: 5943.619629
	Iteration 37Q: 3 clusters Score -2.121041e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155699 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -21210438.000000 Penalty: 5943.619629
	Iteration 38Q: 3 clusters Score -2.121044e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155767 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -21210440.000000 Penalty: 5943.619629
	Iteration 39Q: 3 clusters Score -2.121044e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155828 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -21210442.000000 Penalty: 5943.619629
	Iteration 40F: 3 clusters Score -2.121044e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155876 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -21210472.000000 Penalty: 5943.619629
	Iteration 41Q: 3 clusters Score -2.121047e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155929 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -21210434.000000 Penalty: 5943.619629
	Iteration 42Q: 3 clusters Score -2.121043e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155978 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -21210450.000000 Penalty: 5943.619629
	Iteration 43Q: 3 clusters Score -2.121045e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156023 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -21210434.000000 Penalty: 5943.619629
	Iteration 44Q: 3 clusters Score -2.121043e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156064 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -21210388.000000 Penalty: 5943.619629
	Iteration 45Q: 3 clusters Score -2.121039e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156109 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -21210392.000000 Penalty: 5943.619629
	Iteration 46Q: 3 clusters Score -2.121039e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156140 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -21210382.000000 Penalty: 5943.619629
	Iteration 47Q: 3 clusters Score -2.121038e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156160 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -21210360.000000 Penalty: 5943.619629
	Iteration 48Q: 3 clusters Score -2.121036e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156185 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -21210362.000000 Penalty: 5943.619629
	Iteration 49Q: 3 clusters Score -2.121036e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156212 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -21210356.000000 Penalty: 5943.619629
	Iteration 50Q: 3 clusters Score -2.121036e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156247 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -21210336.000000 Penalty: 5943.619629
	Iteration 51Q: 3 clusters Score -2.121034e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156286 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -21210318.000000 Penalty: 5943.619629
	Iteration 52Q: 3 clusters Score -2.121032e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156323 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -21210306.000000 Penalty: 5943.619629
	Iteration 53Q: 3 clusters Score -2.121031e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156364 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -21210284.000000 Penalty: 5943.619629
	Iteration 54Q: 3 clusters Score -2.121028e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156405 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -21210298.000000 Penalty: 5943.619629
	Iteration 55Q: 3 clusters Score -2.12103e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156448 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -21210276.000000 Penalty: 5943.619629
	Iteration 56Q: 3 clusters Score -2.121028e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156482 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -21210276.000000 Penalty: 5943.619629
	Iteration 57Q: 3 clusters Score -2.121028e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156514 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -21210268.000000 Penalty: 5943.619629
	Iteration 58Q: 3 clusters Score -2.121027e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156546 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -21210274.000000 Penalty: 5943.619629
	Iteration 59Q: 3 clusters Score -2.121027e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156585 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -21210302.000000 Penalty: 5943.619629
	Iteration 60F: 3 clusters Score -2.12103e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156616 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -21210304.000000 Penalty: 5943.619629
	Iteration 61Q: 3 clusters Score -2.12103e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156648 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -21210286.000000 Penalty: 5943.619629
	Iteration 62Q: 3 clusters Score -2.121029e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156674 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -21210302.000000 Penalty: 5943.619629
	Iteration 63Q: 3 clusters Score -2.12103e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156704 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -21210270.000000 Penalty: 5943.619629
	Iteration 64Q: 3 clusters Score -2.121027e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156741 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -21210254.000000 Penalty: 5943.619629
	Iteration 65Q: 3 clusters Score -2.121025e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156773 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -21210264.000000 Penalty: 5943.619629
	Iteration 66Q: 3 clusters Score -2.121026e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156805 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -21210244.000000 Penalty: 5943.619629
	Iteration 67Q: 3 clusters Score -2.121024e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156829 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -21210240.000000 Penalty: 5943.619629
	Iteration 68Q: 3 clusters Score -2.121024e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156859 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -21210234.000000 Penalty: 5943.619629
	Iteration 69Q: 3 clusters Score -2.121023e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156885 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -21210256.000000 Penalty: 5943.619629
	Iteration 70Q: 3 clusters Score -2.121026e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156910 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -21210238.000000 Penalty: 5943.619629
	Iteration 71Q: 3 clusters Score -2.121024e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156945 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -21210226.000000 Penalty: 5943.619629
	Iteration 72Q: 3 clusters Score -2.121023e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156978 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -21210254.000000 Penalty: 5943.619629
	Iteration 73Q: 3 clusters Score -2.121025e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157004 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -21210278.000000 Penalty: 5943.619629
	Iteration 74Q: 3 clusters Score -2.121028e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157023 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -21210270.000000 Penalty: 5943.619629
	Iteration 75Q: 3 clusters Score -2.121027e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157039 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -21210288.000000 Penalty: 5943.619629
	Iteration 76Q: 3 clusters Score -2.121029e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157049 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -21210276.000000 Penalty: 5943.619629
	Iteration 77Q: 3 clusters Score -2.121028e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157061 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -21210286.000000 Penalty: 5943.619629
	Iteration 78Q: 3 clusters Score -2.121029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157066 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -21210266.000000 Penalty: 5943.619629
	Iteration 79Q: 3 clusters Score -2.121027e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157077 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -21210270.000000 Penalty: 5943.619629
	Iteration 80F: 3 clusters Score -2.121027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157085 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -21210264.000000 Penalty: 5943.619629
	Iteration 81Q: 3 clusters Score -2.121026e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157098 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -21210262.000000 Penalty: 5943.619629
	Iteration 82Q: 3 clusters Score -2.121026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157108 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -21210252.000000 Penalty: 5943.619629
	Iteration 83Q: 3 clusters Score -2.121025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157119 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -21210266.000000 Penalty: 5943.619629
	Iteration 84Q: 3 clusters Score -2.121027e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157130 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -21210236.000000 Penalty: 5943.619629
	Iteration 85Q: 3 clusters Score -2.121024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157141 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -21210264.000000 Penalty: 5943.619629
	Iteration 86Q: 3 clusters Score -2.121026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157146 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -21210262.000000 Penalty: 5943.619629
	Iteration 87Q: 3 clusters Score -2.121026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157152 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -21210280.000000 Penalty: 5943.619629
	Iteration 88Q: 3 clusters Score -2.121028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157157 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -21210290.000000 Penalty: 5943.619629
	Iteration 89Q: 3 clusters Score -2.121029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157159 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -21210284.000000 Penalty: 5943.619629
	Iteration 90Q: 3 clusters Score -2.121028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157160 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -21210290.000000 Penalty: 5943.619629
	Iteration 91Q: 3 clusters Score -2.121029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157160 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -21210290.000000 Penalty: 5943.619629
	Iteration 92F: 3 clusters Score -2.121029e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Entering Unmasked Estep 
Score: -312277.968750 Penalty: 1929.722290
	Iteration 0F: 2 clusters Score -312278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -309401.375000 Penalty: 3859.444580
	Iteration 0F: 3 clusters Score -309401.4 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -309955.500000 Penalty: 3859.444580
	Iteration 1F: 3 clusters Score -309955.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -310121.781250 Penalty: 3859.444580
	Iteration 2F: 3 clusters Score -310121.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -310222.250000 Penalty: 3859.444580
	Iteration 3F: 3 clusters Score -310222.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -310298.500000 Penalty: 3859.444580
	Iteration 4Q: 3 clusters Score -310298.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -310376.406250 Penalty: 3859.444580
	Iteration 5Q: 3 clusters Score -310376.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -310427.968750 Penalty: 3859.444580
	Iteration 6Q: 3 clusters Score -310428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -310476.281250 Penalty: 3859.444580
	Iteration 7Q: 3 clusters Score -310476.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -310532.093750 Penalty: 3859.444580
	Iteration 8Q: 3 clusters Score -310532.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -310583.218750 Penalty: 3859.444580
	Iteration 9Q: 3 clusters Score -310583.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -310650.312500 Penalty: 3859.444580
	Iteration 10Q: 3 clusters Score -310650.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -310726.843750 Penalty: 3859.444580
	Iteration 11Q: 3 clusters Score -310726.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -310815.468750 Penalty: 3859.444580
	Iteration 12Q: 3 clusters Score -310815.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -310893.343750 Penalty: 3859.444580
	Iteration 13Q: 3 clusters Score -310893.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -310965.312500 Penalty: 3859.444580
	Iteration 14Q: 3 clusters Score -310965.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -311023.812500 Penalty: 3859.444580
	Iteration 15Q: 3 clusters Score -311023.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -311080.593750 Penalty: 3859.444580
	Iteration 16Q: 3 clusters Score -311080.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -311119.531250 Penalty: 3859.444580
	Iteration 17Q: 3 clusters Score -311119.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -311159.750000 Penalty: 3859.444580
	Iteration 18Q: 3 clusters Score -311159.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -311197.906250 Penalty: 3859.444580
	Iteration 19Q: 3 clusters Score -311197.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -311236.687500 Penalty: 3859.444580
	Iteration 20F: 3 clusters Score -311236.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -311258.406250 Penalty: 3859.444580
	Iteration 21Q: 3 clusters Score -311258.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -311280.968750 Penalty: 3859.444580
	Iteration 22Q: 3 clusters Score -311281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -311293.968750 Penalty: 3859.444580
	Iteration 23Q: 3 clusters Score -311294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -311305.843750 Penalty: 3859.444580
	Iteration 24Q: 3 clusters Score -311305.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -311312.906250 Penalty: 3859.444580
	Iteration 25Q: 3 clusters Score -311312.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -311323.906250 Penalty: 3859.444580
	Iteration 26Q: 3 clusters Score -311323.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -311328.312500 Penalty: 3859.444580
	Iteration 27Q: 3 clusters Score -311328.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -311331.750000 Penalty: 3859.444580
	Iteration 28Q: 3 clusters Score -311331.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -311335.531250 Penalty: 3859.444580
	Iteration 29Q: 3 clusters Score -311335.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -311341.375000 Penalty: 3859.444580
	Iteration 30Q: 3 clusters Score -311341.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -311344.687500 Penalty: 3859.444580
	Iteration 31Q: 3 clusters Score -311344.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -311346.156250 Penalty: 3859.444580
	Iteration 32Q: 3 clusters Score -311346.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -311347.875000 Penalty: 3859.444580
	Iteration 33Q: 3 clusters Score -311347.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -311348.687500 Penalty: 3859.444580
	Iteration 34Q: 3 clusters Score -311348.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -311349.437500 Penalty: 3859.444580
	Iteration 35Q: 3 clusters Score -311349.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -311349.437500 Penalty: 3859.444580
	Iteration 36F: 3 clusters Score -311349.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -118213.093750 Penalty: 1686.718140
	Iteration 0F: 2 clusters Score -118213.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -116351.015625 Penalty: 3373.436279
	Iteration 0F: 3 clusters Score -116351 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -116782.296875 Penalty: 3373.436279
	Iteration 1F: 3 clusters Score -116782.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -116981.890625 Penalty: 3373.436279
	Iteration 2F: 3 clusters Score -116981.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -117087.226562 Penalty: 3373.436279
	Iteration 3F: 3 clusters Score -117087.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -117149.843750 Penalty: 3373.436279
	Iteration 4Q: 3 clusters Score -117149.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -117214.921875 Penalty: 3373.436279
	Iteration 5Q: 3 clusters Score -117214.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -117273.671875 Penalty: 3373.436279
	Iteration 6Q: 3 clusters Score -117273.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -117305.859375 Penalty: 3373.436279
	Iteration 7Q: 3 clusters Score -117305.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -117332.554688 Penalty: 3373.436279
	Iteration 8Q: 3 clusters Score -117332.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -117359.898438 Penalty: 3373.436279
	Iteration 9Q: 3 clusters Score -117359.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -117382.906250 Penalty: 3373.436279
	Iteration 10Q: 3 clusters Score -117382.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -117397.523438 Penalty: 3373.436279
	Iteration 11Q: 3 clusters Score -117397.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -117413.937500 Penalty: 3373.436279
	Iteration 12Q: 3 clusters Score -117413.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -117427.015625 Penalty: 3373.436279
	Iteration 13Q: 3 clusters Score -117427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -117436.843750 Penalty: 3373.436279
	Iteration 14Q: 3 clusters Score -117436.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -117439.031250 Penalty: 3373.436279
	Iteration 15Q: 3 clusters Score -117439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -117439.031250 Penalty: 3373.436279
	Iteration 16F: 3 clusters Score -117439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (170120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170120 members 
Entering Unmasked Estep 
Score: -22578452.000000 Penalty: 2986.976318
	Iteration 0F: 2 clusters Score -2.257845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84938 members 
Mstep: Class 2 contains 85182 members 
Entering Unmasked Estep 
Score: -22466334.000000 Penalty: 5973.952637
	Iteration 0F: 3 clusters Score -2.246633e+07 nChanged 81338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81674 members 
Mstep: Class 2 contains 88446 members 
Entering Unmasked Estep 
Score: -22513472.000000 Penalty: 5973.952637
	Iteration 1F: 3 clusters Score -2.251347e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79420 members 
Mstep: Class 2 contains 90700 members 
Entering Unmasked Estep 
Score: -22514336.000000 Penalty: 5973.952637
	Iteration 2Q: 3 clusters Score -2.251434e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75807 members 
Mstep: Class 2 contains 94313 members 
Entering Unmasked Estep 
Score: -22515954.000000 Penalty: 5973.952637
	Iteration 3Q: 3 clusters Score -2.251595e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70175 members 
Mstep: Class 2 contains 99945 members 
Entering Unmasked Estep 
Score: -22519112.000000 Penalty: 5973.952637
	Iteration 4Q: 3 clusters Score -2.251911e+07 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62106 members 
Mstep: Class 2 contains 108014 members 
Entering Unmasked Estep 
Score: -22524264.000000 Penalty: 5973.952637
	Iteration 5F: 3 clusters Score -2.252426e+07 nChanged 11911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 118797 members 
Entering Unmasked Estep 
Score: -22532226.000000 Penalty: 5973.952637
	Iteration 6F: 3 clusters Score -2.253223e+07 nChanged 13308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 131339 members 
Entering Unmasked Estep 
Score: -22542452.000000 Penalty: 5973.952637
	Iteration 7F: 3 clusters Score -2.254245e+07 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 143868 members 
Entering Unmasked Estep 
Score: -22553368.000000 Penalty: 5973.952637
	Iteration 8F: 3 clusters Score -2.255337e+07 nChanged 10985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 154681 members 
Entering Unmasked Estep 
Score: -22563292.000000 Penalty: 5973.952637
	Iteration 9F: 3 clusters Score -2.256329e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 162168 members 
Entering Unmasked Estep 
Score: -22569950.000000 Penalty: 5973.952637
	Iteration 10Q: 3 clusters Score -2.256995e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 166407 members 
Entering Unmasked Estep 
Score: -22573308.000000 Penalty: 5973.952637
	Iteration 11Q: 3 clusters Score -2.257331e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 168347 members 
Entering Unmasked Estep 
Score: -22574670.000000 Penalty: 5973.952637
	Iteration 12Q: 3 clusters Score -2.257467e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 169172 members 
Entering Unmasked Estep 
Score: -22575396.000000 Penalty: 5973.952637
	Iteration 13Q: 3 clusters Score -2.25754e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 169492 members 
Entering Unmasked Estep 
Score: -22575652.000000 Penalty: 5973.952637
	Iteration 14Q: 3 clusters Score -2.257565e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 169628 members 
Entering Unmasked Estep 
Score: -22575760.000000 Penalty: 5973.952637
	Iteration 15Q: 3 clusters Score -2.257576e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 169691 members 
Entering Unmasked Estep 
Score: -22575794.000000 Penalty: 5973.952637
	Iteration 16Q: 3 clusters Score -2.257579e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 169726 members 
Entering Unmasked Estep 
Score: -22575830.000000 Penalty: 5973.952637
	Iteration 17Q: 3 clusters Score -2.257583e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 169743 members 
Entering Unmasked Estep 
Score: -22575856.000000 Penalty: 5973.952637
	Iteration 18Q: 3 clusters Score -2.257586e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 169749 members 
Entering Unmasked Estep 
Score: -22575866.000000 Penalty: 5973.952637
	Iteration 19Q: 3 clusters Score -2.257587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 169756 members 
Entering Unmasked Estep 
Score: -22575896.000000 Penalty: 5973.952637
	Iteration 20F: 3 clusters Score -2.25759e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 169760 members 
Entering Unmasked Estep 
Score: -22575896.000000 Penalty: 5973.952637
	Iteration 21Q: 3 clusters Score -2.25759e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 169767 members 
Entering Unmasked Estep 
Score: -22575900.000000 Penalty: 5973.952637
	Iteration 22Q: 3 clusters Score -2.25759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 169769 members 
Entering Unmasked Estep 
Score: -22575906.000000 Penalty: 5973.952637
	Iteration 23Q: 3 clusters Score -2.257591e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 169770 members 
Entering Unmasked Estep 
Score: -22575906.000000 Penalty: 5973.952637
	Iteration 24Q: 3 clusters Score -2.257591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 169773 members 
Entering Unmasked Estep 
Score: -22575900.000000 Penalty: 5973.952637
	Iteration 25Q: 3 clusters Score -2.25759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 169771 members 
Entering Unmasked Estep 
Score: -22575904.000000 Penalty: 5973.952637
	Iteration 26Q: 3 clusters Score -2.25759e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 169771 members 
Entering Unmasked Estep 
Score: -22575904.000000 Penalty: 5973.952637
	Iteration 27F: 3 clusters Score -2.25759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Entering Unmasked Estep 
Score: -373925.781250 Penalty: 1970.848877
	Iteration 0F: 2 clusters Score -373925.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -370738.593750 Penalty: 3941.697754
	Iteration 0F: 3 clusters Score -370738.6 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -371373.906250 Penalty: 3941.697754
	Iteration 1F: 3 clusters Score -371373.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -371526.750000 Penalty: 3941.697754
	Iteration 2F: 3 clusters Score -371526.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -371623.343750 Penalty: 3941.697754
	Iteration 3Q: 3 clusters Score -371623.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -371699.468750 Penalty: 3941.697754
	Iteration 4Q: 3 clusters Score -371699.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -371772.281250 Penalty: 3941.697754
	Iteration 5Q: 3 clusters Score -371772.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -371852.093750 Penalty: 3941.697754
	Iteration 6Q: 3 clusters Score -371852.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -371924.750000 Penalty: 3941.697754
	Iteration 7Q: 3 clusters Score -371924.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -371973.937500 Penalty: 3941.697754
	Iteration 8Q: 3 clusters Score -371973.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -372019.781250 Penalty: 3941.697754
	Iteration 9Q: 3 clusters Score -372019.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -372062.250000 Penalty: 3941.697754
	Iteration 10Q: 3 clusters Score -372062.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -372088.531250 Penalty: 3941.697754
	Iteration 11Q: 3 clusters Score -372088.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -372108.187500 Penalty: 3941.697754
	Iteration 12Q: 3 clusters Score -372108.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -372130.562500 Penalty: 3941.697754
	Iteration 13Q: 3 clusters Score -372130.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -372154.812500 Penalty: 3941.697754
	Iteration 14Q: 3 clusters Score -372154.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -372168.656250 Penalty: 3941.697754
	Iteration 15Q: 3 clusters Score -372168.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -372182.812500 Penalty: 3941.697754
	Iteration 16Q: 3 clusters Score -372182.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -372196.375000 Penalty: 3941.697754
	Iteration 17Q: 3 clusters Score -372196.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -372207.000000 Penalty: 3941.697754
	Iteration 18Q: 3 clusters Score -372207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -372223.093750 Penalty: 3941.697754
	Iteration 19Q: 3 clusters Score -372223.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -372234.562500 Penalty: 3941.697754
	Iteration 20F: 3 clusters Score -372234.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -372240.562500 Penalty: 3941.697754
	Iteration 21Q: 3 clusters Score -372240.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -372249.500000 Penalty: 3941.697754
	Iteration 22Q: 3 clusters Score -372249.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -372262.437500 Penalty: 3941.697754
	Iteration 23Q: 3 clusters Score -372262.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -372270.968750 Penalty: 3941.697754
	Iteration 24Q: 3 clusters Score -372271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -372276.343750 Penalty: 3941.697754
	Iteration 25Q: 3 clusters Score -372276.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -372285.750000 Penalty: 3941.697754
	Iteration 26Q: 3 clusters Score -372285.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -372297.781250 Penalty: 3941.697754
	Iteration 27Q: 3 clusters Score -372297.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -372314.187500 Penalty: 3941.697754
	Iteration 28Q: 3 clusters Score -372314.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -372325.281250 Penalty: 3941.697754
	Iteration 29Q: 3 clusters Score -372325.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -372332.687500 Penalty: 3941.697754
	Iteration 30Q: 3 clusters Score -372332.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -372340.000000 Penalty: 3941.697754
	Iteration 31Q: 3 clusters Score -372340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -372348.000000 Penalty: 3941.697754
	Iteration 32Q: 3 clusters Score -372348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -372354.593750 Penalty: 3941.697754
	Iteration 33Q: 3 clusters Score -372354.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -372360.437500 Penalty: 3941.697754
	Iteration 34Q: 3 clusters Score -372360.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -372363.562500 Penalty: 3941.697754
	Iteration 35Q: 3 clusters Score -372363.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -372366.781250 Penalty: 3941.697754
	Iteration 36Q: 3 clusters Score -372366.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -372369.343750 Penalty: 3941.697754
	Iteration 37Q: 3 clusters Score -372369.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -372369.406250 Penalty: 3941.697754
	Iteration 38Q: 3 clusters Score -372369.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -372370.312500 Penalty: 3941.697754
	Iteration 39Q: 3 clusters Score -372370.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -372371.718750 Penalty: 3941.697754
	Iteration 40F: 3 clusters Score -372371.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -372371.906250 Penalty: 3941.697754
	Iteration 41Q: 3 clusters Score -372371.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -372374.125000 Penalty: 3941.697754
	Iteration 42Q: 3 clusters Score -372374.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -372374.687500 Penalty: 3941.697754
	Iteration 43Q: 3 clusters Score -372374.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -372374.875000 Penalty: 3941.697754
	Iteration 44Q: 3 clusters Score -372374.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -372374.875000 Penalty: 3941.697754
	Iteration 45F: 3 clusters Score -372374.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (53100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53100 members 
Entering Unmasked Estep 
Score: -7161682.000000 Penalty: 2698.223145
	Iteration 0F: 2 clusters Score -7161682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -7125974.000000 Penalty: 5396.446289
	Iteration 0F: 3 clusters Score -7125974 nChanged 24446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -7139730.500000 Penalty: 5396.446289
	Iteration 1F: 3 clusters Score -7139730 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -7140328.000000 Penalty: 5396.446289
	Iteration 2Q: 3 clusters Score -7140328 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -7141021.500000 Penalty: 5396.446289
	Iteration 3Q: 3 clusters Score -7141022 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -7141973.500000 Penalty: 5396.446289
	Iteration 4Q: 3 clusters Score -7141974 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -7143416.000000 Penalty: 5396.446289
	Iteration 5Q: 3 clusters Score -7143416 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -7145071.500000 Penalty: 5396.446289
	Iteration 6F: 3 clusters Score -7145072 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -7146843.000000 Penalty: 5396.446289
	Iteration 7F: 3 clusters Score -7146843 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -7148440.500000 Penalty: 5396.446289
	Iteration 8F: 3 clusters Score -7148440 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -7150005.500000 Penalty: 5396.446289
	Iteration 9F: 3 clusters Score -7150006 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -7151590.000000 Penalty: 5396.446289
	Iteration 10F: 3 clusters Score -7151590 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -7153306.500000 Penalty: 5396.446289
	Iteration 11Q: 3 clusters Score -7153306 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -7154666.500000 Penalty: 5396.446289
	Iteration 12Q: 3 clusters Score -7154666 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -7155496.500000 Penalty: 5396.446289
	Iteration 13Q: 3 clusters Score -7155496 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -7155943.000000 Penalty: 5396.446289
	Iteration 14Q: 3 clusters Score -7155943 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -7156170.000000 Penalty: 5396.446289
	Iteration 15Q: 3 clusters Score -7156170 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -7156414.000000 Penalty: 5396.446289
	Iteration 16Q: 3 clusters Score -7156414 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -7156630.000000 Penalty: 5396.446289
	Iteration 17Q: 3 clusters Score -7156630 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -7156812.000000 Penalty: 5396.446289
	Iteration 18Q: 3 clusters Score -7156812 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -7157001.500000 Penalty: 5396.446289
	Iteration 19Q: 3 clusters Score -7157002 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -7157157.000000 Penalty: 5396.446289
	Iteration 20F: 3 clusters Score -7157157 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -7157305.500000 Penalty: 5396.446289
	Iteration 21Q: 3 clusters Score -7157306 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -7157435.500000 Penalty: 5396.446289
	Iteration 22Q: 3 clusters Score -7157436 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -7157591.500000 Penalty: 5396.446289
	Iteration 23Q: 3 clusters Score -7157592 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -7157769.000000 Penalty: 5396.446289
	Iteration 24Q: 3 clusters Score -7157769 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -7157920.500000 Penalty: 5396.446289
	Iteration 25Q: 3 clusters Score -7157920 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -7158077.000000 Penalty: 5396.446289
	Iteration 26Q: 3 clusters Score -7158077 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -7158174.000000 Penalty: 5396.446289
	Iteration 27Q: 3 clusters Score -7158174 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -7158304.500000 Penalty: 5396.446289
	Iteration 28Q: 3 clusters Score -7158304 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -7158432.500000 Penalty: 5396.446289
	Iteration 29Q: 3 clusters Score -7158432 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -7158549.500000 Penalty: 5396.446289
	Iteration 30Q: 3 clusters Score -7158550 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -7158658.500000 Penalty: 5396.446289
	Iteration 31Q: 3 clusters Score -7158658 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -7158785.500000 Penalty: 5396.446289
	Iteration 32Q: 3 clusters Score -7158786 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -7158906.500000 Penalty: 5396.446289
	Iteration 33Q: 3 clusters Score -7158906 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -7159003.000000 Penalty: 5396.446289
	Iteration 34Q: 3 clusters Score -7159003 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -7159113.000000 Penalty: 5396.446289
	Iteration 35Q: 3 clusters Score -7159113 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -7159183.000000 Penalty: 5396.446289
	Iteration 36Q: 3 clusters Score -7159183 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -7159255.500000 Penalty: 5396.446289
	Iteration 37Q: 3 clusters Score -7159256 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -7159297.000000 Penalty: 5396.446289
	Iteration 38Q: 3 clusters Score -7159297 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -7159350.000000 Penalty: 5396.446289
	Iteration 39Q: 3 clusters Score -7159350 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -7159400.000000 Penalty: 5396.446289
	Iteration 40F: 3 clusters Score -7159400 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -7159441.000000 Penalty: 5396.446289
	Iteration 41Q: 3 clusters Score -7159441 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -7159478.500000 Penalty: 5396.446289
	Iteration 42Q: 3 clusters Score -7159478 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -7159540.500000 Penalty: 5396.446289
	Iteration 43Q: 3 clusters Score -7159540 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7159587 nChanged 160
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Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7159618 nChanged 149
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Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7159641 nChanged 129
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Mstep: Class 1 contains 4479 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7159662 nChanged 120
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Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7159704 nChanged 103
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Mstep: Class 1 contains 4256 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7159718 nChanged 107
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Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7159734 nChanged 108
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Mstep: Class 1 contains 4041 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7159742 nChanged 87
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Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7159748 nChanged 74
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7159753 nChanged 57
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Mstep: Class 1 contains 3823 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7159769 nChanged 50
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Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 49327 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7159788 nChanged 45
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Mstep: Class 1 contains 3728 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7159796 nChanged 49
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Mstep: Class 1 contains 3679 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7159796 nChanged 53
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Mstep: Class 1 contains 3626 members 
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	Iteration 58Q: 3 clusters Score -7159796 nChanged 50
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Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 49524 members 
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	Iteration 59Q: 3 clusters Score -7159796 nChanged 44
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Mstep: Class 1 contains 3532 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7159803 nChanged 37
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Mstep: Class 1 contains 3495 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7159819 nChanged 38
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	Iteration 62Q: 3 clusters Score -7159822 nChanged 44
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Mstep: Class 1 contains 3413 members 
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	Iteration 63Q: 3 clusters Score -7159816 nChanged 48
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Mstep: Class 1 contains 3365 members 
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	Iteration 64Q: 3 clusters Score -7159828 nChanged 43
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	Iteration 65Q: 3 clusters Score -7159836 nChanged 38
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	Iteration 66Q: 3 clusters Score -7159829 nChanged 53
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	Iteration 67Q: 3 clusters Score -7159822 nChanged 55
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	Iteration 68Q: 3 clusters Score -7159826 nChanged 46
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	Iteration 69Q: 3 clusters Score -7159837 nChanged 37
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	Iteration 70Q: 3 clusters Score -7159835 nChanged 37
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	Iteration 71Q: 3 clusters Score -7159849 nChanged 44
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	Iteration 72Q: 3 clusters Score -7159875 nChanged 40
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	Iteration 73Q: 3 clusters Score -7159878 nChanged 39
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	Iteration 74Q: 3 clusters Score -7159900 nChanged 39
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	Iteration 75Q: 3 clusters Score -7159904 nChanged 36
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	Iteration 78Q: 3 clusters Score -7159912 nChanged 17
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	Iteration 79Q: 3 clusters Score -7159908 nChanged 24
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	Iteration 80F: 3 clusters Score -7159913 nChanged 28
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Mstep: Class 1 contains 2754 members 
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	Iteration 81Q: 3 clusters Score -7159922 nChanged 21
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	Iteration 82Q: 3 clusters Score -7159906 nChanged 24
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	Iteration 83Q: 3 clusters Score -7159916 nChanged 19
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	Iteration 84Q: 3 clusters Score -7159929 nChanged 14
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	Iteration 85Q: 3 clusters Score -7159938 nChanged 14
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Mstep: Class 1 contains 2664 members 
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	Iteration 86Q: 3 clusters Score -7159932 nChanged 15
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	Iteration 87Q: 3 clusters Score -7159928 nChanged 11
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Mstep: Class 1 contains 2638 members 
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	Iteration 88Q: 3 clusters Score -7159932 nChanged 10
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	Iteration 89Q: 3 clusters Score -7159944 nChanged 12
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	Iteration 90Q: 3 clusters Score -7159944 nChanged 10
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Mstep: Class 1 contains 2606 members 
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	Iteration 91Q: 3 clusters Score -7159954 nChanged 15
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	Iteration 92Q: 3 clusters Score -7159940 nChanged 9
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	Iteration 93Q: 3 clusters Score -7159938 nChanged 9
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	Iteration 94Q: 3 clusters Score -7159946 nChanged 11
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	Iteration 95Q: 3 clusters Score -7159948 nChanged 8
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	Iteration 96Q: 3 clusters Score -7159954 nChanged 10
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	Iteration 97Q: 3 clusters Score -7159959 nChanged 7
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	Iteration 98Q: 3 clusters Score -7159950 nChanged 3
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	Iteration 99Q: 3 clusters Score -7159954 nChanged 1
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	Iteration 100F: 3 clusters Score -7159952 nChanged 2
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	Iteration 101Q: 3 clusters Score -7159954 nChanged 8
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	Iteration 102Q: 3 clusters Score -7159957 nChanged 6
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	Iteration 103Q: 3 clusters Score -7159958 nChanged 6
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	Iteration 104Q: 3 clusters Score -7159958 nChanged 7
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	Iteration 105Q: 3 clusters Score -7159964 nChanged 10
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	Iteration 106Q: 3 clusters Score -7159962 nChanged 8
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	Iteration 107Q: 3 clusters Score -7159966 nChanged 9
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	Iteration 108Q: 3 clusters Score -7159971 nChanged 9
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	Iteration 109Q: 3 clusters Score -7159966 nChanged 14
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	Iteration 110Q: 3 clusters Score -7159969 nChanged 11
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	Iteration 111Q: 3 clusters Score -7159980 nChanged 12
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	Iteration 112Q: 3 clusters Score -7159986 nChanged 6
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	Iteration 113Q: 3 clusters Score -7159990 nChanged 6
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	Iteration 114Q: 3 clusters Score -7159998 nChanged 9
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	Iteration 115Q: 3 clusters Score -7159994 nChanged 7
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	Iteration 116Q: 3 clusters Score -7159994 nChanged 5
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	Iteration 117Q: 3 clusters Score -7159996 nChanged 4
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	Iteration 118Q: 3 clusters Score -7159996 nChanged 5
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	Iteration 119Q: 3 clusters Score -7159990 nChanged 9
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	Iteration 120F: 3 clusters Score -7159990 nChanged 5
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	Iteration 121Q: 3 clusters Score -7159986 nChanged 5
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	Iteration 122Q: 3 clusters Score -7159988 nChanged 2
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	Iteration 123Q: 3 clusters Score -7159989 nChanged 1
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	Iteration 124Q: 3 clusters Score -7159995 nChanged 4
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	Iteration 125Q: 3 clusters Score -7159995 nChanged 2
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	Iteration 126Q: 3 clusters Score -7159989 nChanged 2
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	Iteration 127Q: 3 clusters Score -7159988 nChanged 2
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	Iteration 128Q: 3 clusters Score -7159988 nChanged 1
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	Iteration 129Q: 3 clusters Score -7159986 nChanged 1
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	Iteration 130Q: 3 clusters Score -7159995 nChanged 1
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	Iteration 131Q: 3 clusters Score -7159991 nChanged 1
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	Iteration 132Q: 3 clusters Score -7159992 nChanged 1
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	Iteration 133Q: 3 clusters Score -7159990 nChanged 1
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	Iteration 134Q: 3 clusters Score -7159990 nChanged 4
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	Iteration 135Q: 3 clusters Score -7159992 nChanged 2
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	Iteration 136Q: 3 clusters Score -7159992 nChanged 1
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	Iteration 137Q: 3 clusters Score -7159994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -7159993.500000 Penalty: 5396.446289
	Iteration 138Q: 3 clusters Score -7159994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -7159993.500000 Penalty: 5396.446289
	Iteration 139F: 3 clusters Score -7159994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -134312.078125 Penalty: 1739.673950
	Iteration 0F: 2 clusters Score -134312.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -132290.890625 Penalty: 3479.347900
	Iteration 0F: 3 clusters Score -132290.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -132795.671875 Penalty: 3479.347900
	Iteration 1F: 3 clusters Score -132795.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -133156.921875 Penalty: 3479.347900
	Iteration 2F: 3 clusters Score -133156.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -133501.828125 Penalty: 3479.347900
	Iteration 3F: 3 clusters Score -133501.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -134063.234375 Penalty: 3479.347900
	Iteration 4F: 3 clusters Score -134063.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -134347.187500 Penalty: 3479.347900
	Iteration 5F: 3 clusters Score -134347.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -134557.234375 Penalty: 3479.347900
	Iteration 6Q: 3 clusters Score -134557.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -134751.703125 Penalty: 3479.347900
	Iteration 7Q: 3 clusters Score -134751.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -134865.984375 Penalty: 3479.347900
	Iteration 8Q: 3 clusters Score -134866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -134913.765625 Penalty: 3479.347900
	Iteration 9Q: 3 clusters Score -134913.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -134970.265625 Penalty: 3479.347900
	Iteration 10Q: 3 clusters Score -134970.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -135015.843750 Penalty: 3479.347900
	Iteration 11Q: 3 clusters Score -135015.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -135023.312500 Penalty: 3479.347900
	Iteration 12Q: 3 clusters Score -135023.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -135030.062500 Penalty: 3479.347900
	Iteration 13Q: 3 clusters Score -135030.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -135033.968750 Penalty: 3479.347900
	Iteration 14Q: 3 clusters Score -135034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -135035.390625 Penalty: 3479.347900
	Iteration 15Q: 3 clusters Score -135035.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -135046.671875 Penalty: 3479.347900
	Iteration 16Q: 3 clusters Score -135046.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -135053.828125 Penalty: 3479.347900
	Iteration 17Q: 3 clusters Score -135053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -135055.703125 Penalty: 3479.347900
	Iteration 18Q: 3 clusters Score -135055.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -135059.843750 Penalty: 3479.347900
	Iteration 19Q: 3 clusters Score -135059.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -135060.765625 Penalty: 3479.347900
	Iteration 20F: 3 clusters Score -135060.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160028 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170120 members 
Mstep: Class 5 contains 2827 members 
Mstep: Class 6 contains 53100 members 
Mstep: Class 7 contains 778 members 
Mstep: Class 8 contains 1352 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4015 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169489 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9082 members 
Mstep: Class 15 contains 164456 members 
Mstep: Class 16 contains 165158 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25505 members 
Mstep: Class 20 contains 53153 members 
Mstep: Class 21 contains 158752 members 
Mstep: Class 22 contains 81791 members 
Mstep: Class 23 contains 146650 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 335 members 
Entering Unmasked Estep 
Score: -180406800.000000 Penalty: 91161.578125
Splitting cluster 7 changes total score from -180407872.000000 to -180406800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Entering Unmasked Estep 
Score: -171527.843750 Penalty: 1787.916382
	Iteration 0F: 2 clusters Score -171527.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -169336.796875 Penalty: 3575.832764
	Iteration 0F: 3 clusters Score -169336.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -169725.718750 Penalty: 3575.832764
	Iteration 1F: 3 clusters Score -169725.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -169816.906250 Penalty: 3575.832764
	Iteration 2F: 3 clusters Score -169816.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -169875.593750 Penalty: 3575.832764
	Iteration 3Q: 3 clusters Score -169875.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -169927.234375 Penalty: 3575.832764
	Iteration 4Q: 3 clusters Score -169927.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -169959.359375 Penalty: 3575.832764
	Iteration 5Q: 3 clusters Score -169959.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -169979.875000 Penalty: 3575.832764
	Iteration 6Q: 3 clusters Score -169979.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -169992.125000 Penalty: 3575.832764
	Iteration 7Q: 3 clusters Score -169992.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -170002.296875 Penalty: 3575.832764
	Iteration 8Q: 3 clusters Score -170002.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -170008.796875 Penalty: 3575.832764
	Iteration 9Q: 3 clusters Score -170008.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -170018.421875 Penalty: 3575.832764
	Iteration 10Q: 3 clusters Score -170018.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -170026.171875 Penalty: 3575.832764
	Iteration 11Q: 3 clusters Score -170026.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -170038.937500 Penalty: 3575.832764
	Iteration 12Q: 3 clusters Score -170038.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -170049.250000 Penalty: 3575.832764
	Iteration 13Q: 3 clusters Score -170049.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -170063.250000 Penalty: 3575.832764
	Iteration 14Q: 3 clusters Score -170063.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -170077.171875 Penalty: 3575.832764
	Iteration 15Q: 3 clusters Score -170077.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -170094.437500 Penalty: 3575.832764
	Iteration 16Q: 3 clusters Score -170094.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -170104.937500 Penalty: 3575.832764
	Iteration 17Q: 3 clusters Score -170104.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -170111.625000 Penalty: 3575.832764
	Iteration 18Q: 3 clusters Score -170111.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -170119.921875 Penalty: 3575.832764
	Iteration 19Q: 3 clusters Score -170119.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -170128.203125 Penalty: 3575.832764
	Iteration 20F: 3 clusters Score -170128.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -170133.046875 Penalty: 3575.832764
	Iteration 21Q: 3 clusters Score -170133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -170135.437500 Penalty: 3575.832764
	Iteration 22Q: 3 clusters Score -170135.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -170136.625000 Penalty: 3575.832764
	Iteration 23Q: 3 clusters Score -170136.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -170139.500000 Penalty: 3575.832764
	Iteration 24Q: 3 clusters Score -170139.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -170140.312500 Penalty: 3575.832764
	Iteration 25Q: 3 clusters Score -170140.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -170140.312500 Penalty: 3575.832764
	Iteration 26F: 3 clusters Score -170140.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Entering Unmasked Estep 
Score: -814217.062500 Penalty: 2174.645020
	Iteration 0F: 2 clusters Score -814217.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -808824.375000 Penalty: 4349.290039
	Iteration 0F: 3 clusters Score -808824.4 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -810258.437500 Penalty: 4349.290039
	Iteration 1F: 3 clusters Score -810258.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -810657.500000 Penalty: 4349.290039
	Iteration 2F: 3 clusters Score -810657.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -811058.625000 Penalty: 4349.290039
	Iteration 3F: 3 clusters Score -811058.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -811438.250000 Penalty: 4349.290039
	Iteration 4F: 3 clusters Score -811438.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -811737.687500 Penalty: 4349.290039
	Iteration 5F: 3 clusters Score -811737.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -811986.562500 Penalty: 4349.290039
	Iteration 6F: 3 clusters Score -811986.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -812203.062500 Penalty: 4349.290039
	Iteration 7Q: 3 clusters Score -812203.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -812361.625000 Penalty: 4349.290039
	Iteration 8Q: 3 clusters Score -812361.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -812480.187500 Penalty: 4349.290039
	Iteration 9Q: 3 clusters Score -812480.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -812560.312500 Penalty: 4349.290039
	Iteration 10Q: 3 clusters Score -812560.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -812611.000000 Penalty: 4349.290039
	Iteration 11Q: 3 clusters Score -812611 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -812652.812500 Penalty: 4349.290039
	Iteration 12Q: 3 clusters Score -812652.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -812695.062500 Penalty: 4349.290039
	Iteration 13Q: 3 clusters Score -812695.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -812725.875000 Penalty: 4349.290039
	Iteration 14Q: 3 clusters Score -812725.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -812750.187500 Penalty: 4349.290039
	Iteration 15Q: 3 clusters Score -812750.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -812771.937500 Penalty: 4349.290039
	Iteration 16Q: 3 clusters Score -812771.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -812786.750000 Penalty: 4349.290039
	Iteration 17Q: 3 clusters Score -812786.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -812799.937500 Penalty: 4349.290039
	Iteration 18Q: 3 clusters Score -812799.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -812812.437500 Penalty: 4349.290039
	Iteration 19Q: 3 clusters Score -812812.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -812822.375000 Penalty: 4349.290039
	Iteration 20F: 3 clusters Score -812822.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -812829.312500 Penalty: 4349.290039
	Iteration 21Q: 3 clusters Score -812829.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -812832.875000 Penalty: 4349.290039
	Iteration 22Q: 3 clusters Score -812832.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -812836.437500 Penalty: 4349.290039
	Iteration 23Q: 3 clusters Score -812836.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -812841.562500 Penalty: 4349.290039
	Iteration 24Q: 3 clusters Score -812841.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -812846.875000 Penalty: 4349.290039
	Iteration 25Q: 3 clusters Score -812846.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -812850.875000 Penalty: 4349.290039
	Iteration 26Q: 3 clusters Score -812850.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -812854.625000 Penalty: 4349.290039
	Iteration 27Q: 3 clusters Score -812854.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -812857.937500 Penalty: 4349.290039
	Iteration 28Q: 3 clusters Score -812857.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -812863.812500 Penalty: 4349.290039
	Iteration 29Q: 3 clusters Score -812863.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -812868.062500 Penalty: 4349.290039
	Iteration 30Q: 3 clusters Score -812868.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -812872.437500 Penalty: 4349.290039
	Iteration 31Q: 3 clusters Score -812872.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -812876.187500 Penalty: 4349.290039
	Iteration 32Q: 3 clusters Score -812876.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -812877.500000 Penalty: 4349.290039
	Iteration 33Q: 3 clusters Score -812877.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -812878.000000 Penalty: 4349.290039
	Iteration 34Q: 3 clusters Score -812878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -812879.250000 Penalty: 4349.290039
	Iteration 35Q: 3 clusters Score -812879.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -812880.312500 Penalty: 4349.290039
	Iteration 36Q: 3 clusters Score -812880.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -812881.187500 Penalty: 4349.290039
	Iteration 37Q: 3 clusters Score -812881.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -812882.187500 Penalty: 4349.290039
	Iteration 38Q: 3 clusters Score -812882.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -812882.125000 Penalty: 4349.290039
	Iteration 39Q: 3 clusters Score -812882.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -812882.125000 Penalty: 4349.290039
	Iteration 40F: 3 clusters Score -812882.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Entering Unmasked Estep 
Score: -528352.250000 Penalty: 2057.852539
	Iteration 0F: 2 clusters Score -528352.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -524473.562500 Penalty: 4115.705078
	Iteration 0F: 3 clusters Score -524473.6 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -525317.937500 Penalty: 4115.705078
	Iteration 1F: 3 clusters Score -525317.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -525507.875000 Penalty: 4115.705078
	Iteration 2F: 3 clusters Score -525507.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -525610.750000 Penalty: 4115.705078
	Iteration 3Q: 3 clusters Score -525610.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -525661.812500 Penalty: 4115.705078
	Iteration 4Q: 3 clusters Score -525661.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -525701.937500 Penalty: 4115.705078
	Iteration 5Q: 3 clusters Score -525701.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -525733.437500 Penalty: 4115.705078
	Iteration 6Q: 3 clusters Score -525733.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -525757.312500 Penalty: 4115.705078
	Iteration 7Q: 3 clusters Score -525757.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -525776.500000 Penalty: 4115.705078
	Iteration 8Q: 3 clusters Score -525776.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -525792.312500 Penalty: 4115.705078
	Iteration 9Q: 3 clusters Score -525792.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -525805.437500 Penalty: 4115.705078
	Iteration 10Q: 3 clusters Score -525805.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -525814.437500 Penalty: 4115.705078
	Iteration 11Q: 3 clusters Score -525814.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -525827.000000 Penalty: 4115.705078
	Iteration 12Q: 3 clusters Score -525827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -525834.750000 Penalty: 4115.705078
	Iteration 13Q: 3 clusters Score -525834.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -525841.750000 Penalty: 4115.705078
	Iteration 14Q: 3 clusters Score -525841.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -525849.187500 Penalty: 4115.705078
	Iteration 15Q: 3 clusters Score -525849.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -525863.062500 Penalty: 4115.705078
	Iteration 16Q: 3 clusters Score -525863.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -525873.562500 Penalty: 4115.705078
	Iteration 17Q: 3 clusters Score -525873.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -525883.437500 Penalty: 4115.705078
	Iteration 18Q: 3 clusters Score -525883.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -525892.187500 Penalty: 4115.705078
	Iteration 19Q: 3 clusters Score -525892.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -525897.812500 Penalty: 4115.705078
	Iteration 20F: 3 clusters Score -525897.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -525906.937500 Penalty: 4115.705078
	Iteration 21Q: 3 clusters Score -525906.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -525915.500000 Penalty: 4115.705078
	Iteration 22Q: 3 clusters Score -525915.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -525921.687500 Penalty: 4115.705078
	Iteration 23Q: 3 clusters Score -525921.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -525927.437500 Penalty: 4115.705078
	Iteration 24Q: 3 clusters Score -525927.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -525934.000000 Penalty: 4115.705078
	Iteration 25Q: 3 clusters Score -525934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -525944.187500 Penalty: 4115.705078
	Iteration 26Q: 3 clusters Score -525944.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -525951.812500 Penalty: 4115.705078
	Iteration 27Q: 3 clusters Score -525951.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -525963.812500 Penalty: 4115.705078
	Iteration 28Q: 3 clusters Score -525963.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -525977.562500 Penalty: 4115.705078
	Iteration 29Q: 3 clusters Score -525977.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -525988.375000 Penalty: 4115.705078
	Iteration 30Q: 3 clusters Score -525988.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -525999.062500 Penalty: 4115.705078
	Iteration 31Q: 3 clusters Score -525999.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -526007.562500 Penalty: 4115.705078
	Iteration 32Q: 3 clusters Score -526007.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -526017.437500 Penalty: 4115.705078
	Iteration 33Q: 3 clusters Score -526017.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -526024.312500 Penalty: 4115.705078
	Iteration 34Q: 3 clusters Score -526024.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -526031.062500 Penalty: 4115.705078
	Iteration 35Q: 3 clusters Score -526031.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -526038.187500 Penalty: 4115.705078
	Iteration 36Q: 3 clusters Score -526038.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -526043.250000 Penalty: 4115.705078
	Iteration 37Q: 3 clusters Score -526043.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -526052.312500 Penalty: 4115.705078
	Iteration 38Q: 3 clusters Score -526052.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -526063.625000 Penalty: 4115.705078
	Iteration 39Q: 3 clusters Score -526063.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -526076.000000 Penalty: 4115.705078
	Iteration 40F: 3 clusters Score -526076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -526088.375000 Penalty: 4115.705078
	Iteration 41Q: 3 clusters Score -526088.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -526099.937500 Penalty: 4115.705078
	Iteration 42Q: 3 clusters Score -526099.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -526107.562500 Penalty: 4115.705078
	Iteration 43Q: 3 clusters Score -526107.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -526116.750000 Penalty: 4115.705078
	Iteration 44Q: 3 clusters Score -526116.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -526121.562500 Penalty: 4115.705078
	Iteration 45Q: 3 clusters Score -526121.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -526124.687500 Penalty: 4115.705078
	Iteration 46Q: 3 clusters Score -526124.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -526126.375000 Penalty: 4115.705078
	Iteration 47Q: 3 clusters Score -526126.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -526128.375000 Penalty: 4115.705078
	Iteration 48Q: 3 clusters Score -526128.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -526131.125000 Penalty: 4115.705078
	Iteration 49Q: 3 clusters Score -526131.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -526134.312500 Penalty: 4115.705078
	Iteration 50Q: 3 clusters Score -526134.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -526136.937500 Penalty: 4115.705078
	Iteration 51Q: 3 clusters Score -526136.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -526138.562500 Penalty: 4115.705078
	Iteration 52Q: 3 clusters Score -526138.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -526139.375000 Penalty: 4115.705078
	Iteration 53Q: 3 clusters Score -526139.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -526139.500000 Penalty: 4115.705078
	Iteration 54Q: 3 clusters Score -526139.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -526140.937500 Penalty: 4115.705078
	Iteration 55Q: 3 clusters Score -526140.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -526142.687500 Penalty: 4115.705078
	Iteration 56Q: 3 clusters Score -526142.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -526147.125000 Penalty: 4115.705078
	Iteration 57Q: 3 clusters Score -526147.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -526148.312500 Penalty: 4115.705078
	Iteration 58Q: 3 clusters Score -526148.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -526149.125000 Penalty: 4115.705078
	Iteration 59Q: 3 clusters Score -526149.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -526151.375000 Penalty: 4115.705078
	Iteration 60F: 3 clusters Score -526151.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -526152.437500 Penalty: 4115.705078
	Iteration 61Q: 3 clusters Score -526152.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -526152.250000 Penalty: 4115.705078
	Iteration 62Q: 3 clusters Score -526152.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -526152.375000 Penalty: 4115.705078
	Iteration 63Q: 3 clusters Score -526152.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -526152.062500 Penalty: 4115.705078
	Iteration 64Q: 3 clusters Score -526152.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -526154.562500 Penalty: 4115.705078
	Iteration 65Q: 3 clusters Score -526154.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -526154.812500 Penalty: 4115.705078
	Iteration 66Q: 3 clusters Score -526154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -526154.875000 Penalty: 4115.705078
	Iteration 67Q: 3 clusters Score -526154.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -526155.312500 Penalty: 4115.705078
	Iteration 68Q: 3 clusters Score -526155.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -526156.437500 Penalty: 4115.705078
	Iteration 69Q: 3 clusters Score -526156.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -526157.000000 Penalty: 4115.705078
	Iteration 70Q: 3 clusters Score -526157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -526157.000000 Penalty: 4115.705078
	Iteration 71F: 3 clusters Score -526157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -74900.015625 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -74900.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -73260.664062 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -73260.66 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -73457.484375 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -73457.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -73517.867188 Penalty: 3184.317383
	Iteration 2Q: 3 clusters Score -73517.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73535.796875 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -73535.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -73556.937500 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -73556.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73577.304688 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -73577.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -73595.234375 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -73595.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -73626.976562 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -73626.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -73671.085938 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -73671.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -73785.039062 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -73785.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -74159.382812 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -74159.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -74735.117188 Penalty: 3184.317383
	Iteration 11F: 3 clusters Score -74735.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -74954.101562 Penalty: 3184.317383
	Iteration 12F: 3 clusters Score -74954.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -75050.640625 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -75050.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -75147.664062 Penalty: 3184.317383
	Iteration 14Q: 3 clusters Score -75147.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -75232.828125 Penalty: 3184.317383
	Iteration 15Q: 3 clusters Score -75232.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -75274.351562 Penalty: 3184.317383
	Iteration 16Q: 3 clusters Score -75274.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -75310.304688 Penalty: 3184.317383
	Iteration 17Q: 3 clusters Score -75310.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -75358.398438 Penalty: 3184.317383
	Iteration 18Q: 3 clusters Score -75358.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -75372.851562 Penalty: 3184.317383
	Iteration 19Q: 3 clusters Score -75372.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -75427.757812 Penalty: 3184.317383
	Iteration 20F: 3 clusters Score -75427.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -75774.062500 Penalty: 3184.317383
	Iteration 21Q: 3 clusters Score -75774.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -75774.062500 Penalty: 3184.317383
	Iteration 22F: 3 clusters Score -75774.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160028 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170120 members 
Mstep: Class 5 contains 2827 members 
Mstep: Class 6 contains 53100 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1352 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4015 members 
Mstep: Class 11 contains 129 members 
Mstep: Class 12 contains 169489 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9082 members 
Mstep: Class 15 contains 164456 members 
Mstep: Class 16 contains 165158 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25505 members 
Mstep: Class 20 contains 53153 members 
Mstep: Class 21 contains 158752 members 
Mstep: Class 22 contains 81791 members 
Mstep: Class 23 contains 146650 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 485 members 
Entering Unmasked Estep 
Score: -180406800.000000 Penalty: 91161.578125
Splitting cluster 11 changes total score from -180407872.000000 to -180406800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (169489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169489 members 
Entering Unmasked Estep 
Score: -22702604.000000 Penalty: 2986.054688
	Iteration 0F: 2 clusters Score -2.27026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84619 members 
Mstep: Class 2 contains 84870 members 
Entering Unmasked Estep 
Score: -22595928.000000 Penalty: 5972.109375
	Iteration 0F: 3 clusters Score -2.259593e+07 nChanged 81289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83070 members 
Mstep: Class 2 contains 86419 members 
Entering Unmasked Estep 
Score: -22643140.000000 Penalty: 5972.109375
	Iteration 1F: 3 clusters Score -2.264314e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81786 members 
Mstep: Class 2 contains 87703 members 
Entering Unmasked Estep 
Score: -22644034.000000 Penalty: 5972.109375
	Iteration 2Q: 3 clusters Score -2.264403e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79666 members 
Mstep: Class 2 contains 89823 members 
Entering Unmasked Estep 
Score: -22645456.000000 Penalty: 5972.109375
	Iteration 3Q: 3 clusters Score -2.264546e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76558 members 
Mstep: Class 2 contains 92931 members 
Entering Unmasked Estep 
Score: -22647252.000000 Penalty: 5972.109375
	Iteration 4Q: 3 clusters Score -2.264725e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72093 members 
Mstep: Class 2 contains 97396 members 
Entering Unmasked Estep 
Score: -22650154.000000 Penalty: 5972.109375
	Iteration 5Q: 3 clusters Score -2.265015e+07 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66083 members 
Mstep: Class 2 contains 103406 members 
Entering Unmasked Estep 
Score: -22654472.000000 Penalty: 5972.109375
	Iteration 6Q: 3 clusters Score -2.265447e+07 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58481 members 
Mstep: Class 2 contains 111008 members 
Entering Unmasked Estep 
Score: -22660502.000000 Penalty: 5972.109375
	Iteration 7F: 3 clusters Score -2.26605e+07 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 119455 members 
Entering Unmasked Estep 
Score: -22668458.000000 Penalty: 5972.109375
	Iteration 8F: 3 clusters Score -2.266846e+07 nChanged 10587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 127598 members 
Entering Unmasked Estep 
Score: -22677120.000000 Penalty: 5972.109375
	Iteration 9F: 3 clusters Score -2.267712e+07 nChanged 9367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 134159 members 
Entering Unmasked Estep 
Score: -22684966.000000 Penalty: 5972.109375
	Iteration 10F: 3 clusters Score -2.268497e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 138696 members 
Entering Unmasked Estep 
Score: -22690146.000000 Penalty: 5972.109375
	Iteration 11Q: 3 clusters Score -2.269015e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 141979 members 
Entering Unmasked Estep 
Score: -22693222.000000 Penalty: 5972.109375
	Iteration 12Q: 3 clusters Score -2.269322e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 144759 members 
Entering Unmasked Estep 
Score: -22694914.000000 Penalty: 5972.109375
	Iteration 13Q: 3 clusters Score -2.269491e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 147337 members 
Entering Unmasked Estep 
Score: -22696468.000000 Penalty: 5972.109375
	Iteration 14Q: 3 clusters Score -2.269647e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 149755 members 
Entering Unmasked Estep 
Score: -22697490.000000 Penalty: 5972.109375
	Iteration 15Q: 3 clusters Score -2.269749e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 152045 members 
Entering Unmasked Estep 
Score: -22698462.000000 Penalty: 5972.109375
	Iteration 16Q: 3 clusters Score -2.269846e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 154070 members 
Entering Unmasked Estep 
Score: -22699544.000000 Penalty: 5972.109375
	Iteration 17Q: 3 clusters Score -2.269954e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 155937 members 
Entering Unmasked Estep 
Score: -22700290.000000 Penalty: 5972.109375
	Iteration 18Q: 3 clusters Score -2.270029e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 157567 members 
Entering Unmasked Estep 
Score: -22700778.000000 Penalty: 5972.109375
	Iteration 19Q: 3 clusters Score -2.270078e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 158903 members 
Entering Unmasked Estep 
Score: -22700956.000000 Penalty: 5972.109375
	Iteration 20F: 3 clusters Score -2.270096e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 160053 members 
Entering Unmasked Estep 
Score: -22701052.000000 Penalty: 5972.109375
	Iteration 21Q: 3 clusters Score -2.270105e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 161012 members 
Entering Unmasked Estep 
Score: -22701240.000000 Penalty: 5972.109375
	Iteration 22Q: 3 clusters Score -2.270124e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 161830 members 
Entering Unmasked Estep 
Score: -22701286.000000 Penalty: 5972.109375
	Iteration 23Q: 3 clusters Score -2.270129e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 162508 members 
Entering Unmasked Estep 
Score: -22701256.000000 Penalty: 5972.109375
	Iteration 24Q: 3 clusters Score -2.270126e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 163094 members 
Entering Unmasked Estep 
Score: -22701252.000000 Penalty: 5972.109375
	Iteration 25Q: 3 clusters Score -2.270125e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 163590 members 
Entering Unmasked Estep 
Score: -22701230.000000 Penalty: 5972.109375
	Iteration 26Q: 3 clusters Score -2.270123e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 164016 members 
Entering Unmasked Estep 
Score: -22701184.000000 Penalty: 5972.109375
	Iteration 27Q: 3 clusters Score -2.270118e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 164354 members 
Entering Unmasked Estep 
Score: -22701176.000000 Penalty: 5972.109375
	Iteration 28Q: 3 clusters Score -2.270118e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 164660 members 
Entering Unmasked Estep 
Score: -22701044.000000 Penalty: 5972.109375
	Iteration 29Q: 3 clusters Score -2.270104e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 164928 members 
Entering Unmasked Estep 
Score: -22700962.000000 Penalty: 5972.109375
	Iteration 30Q: 3 clusters Score -2.270096e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 165157 members 
Entering Unmasked Estep 
Score: -22700892.000000 Penalty: 5972.109375
	Iteration 31Q: 3 clusters Score -2.270089e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 165353 members 
Entering Unmasked Estep 
Score: -22700896.000000 Penalty: 5972.109375
	Iteration 32Q: 3 clusters Score -2.27009e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 165508 members 
Entering Unmasked Estep 
Score: -22700862.000000 Penalty: 5972.109375
	Iteration 33Q: 3 clusters Score -2.270086e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 165641 members 
Entering Unmasked Estep 
Score: -22700874.000000 Penalty: 5972.109375
	Iteration 34Q: 3 clusters Score -2.270087e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 165759 members 
Entering Unmasked Estep 
Score: -22700872.000000 Penalty: 5972.109375
	Iteration 35Q: 3 clusters Score -2.270087e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 165867 members 
Entering Unmasked Estep 
Score: -22700866.000000 Penalty: 5972.109375
	Iteration 36Q: 3 clusters Score -2.270087e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 165979 members 
Entering Unmasked Estep 
Score: -22700852.000000 Penalty: 5972.109375
	Iteration 37Q: 3 clusters Score -2.270085e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 166074 members 
Entering Unmasked Estep 
Score: -22700824.000000 Penalty: 5972.109375
	Iteration 38Q: 3 clusters Score -2.270082e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 166169 members 
Entering Unmasked Estep 
Score: -22700840.000000 Penalty: 5972.109375
	Iteration 39Q: 3 clusters Score -2.270084e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 166262 members 
Entering Unmasked Estep 
Score: -22700828.000000 Penalty: 5972.109375
	Iteration 40F: 3 clusters Score -2.270083e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 166343 members 
Entering Unmasked Estep 
Score: -22700858.000000 Penalty: 5972.109375
	Iteration 41Q: 3 clusters Score -2.270086e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 166408 members 
Entering Unmasked Estep 
Score: -22700824.000000 Penalty: 5972.109375
	Iteration 42Q: 3 clusters Score -2.270082e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 166468 members 
Entering Unmasked Estep 
Score: -22700808.000000 Penalty: 5972.109375
	Iteration 43Q: 3 clusters Score -2.270081e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 166502 members 
Entering Unmasked Estep 
Score: -22700794.000000 Penalty: 5972.109375
	Iteration 44Q: 3 clusters Score -2.270079e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 166543 members 
Entering Unmasked Estep 
Score: -22700768.000000 Penalty: 5972.109375
	Iteration 45Q: 3 clusters Score -2.270077e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 166584 members 
Entering Unmasked Estep 
Score: -22700734.000000 Penalty: 5972.109375
	Iteration 46Q: 3 clusters Score -2.270073e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 166621 members 
Entering Unmasked Estep 
Score: -22700772.000000 Penalty: 5972.109375
	Iteration 47Q: 3 clusters Score -2.270077e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 166649 members 
Entering Unmasked Estep 
Score: -22700800.000000 Penalty: 5972.109375
	Iteration 48Q: 3 clusters Score -2.27008e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 166681 members 
Entering Unmasked Estep 
Score: -22700794.000000 Penalty: 5972.109375
	Iteration 49Q: 3 clusters Score -2.270079e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 166704 members 
Entering Unmasked Estep 
Score: -22700746.000000 Penalty: 5972.109375
	Iteration 50Q: 3 clusters Score -2.270075e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 166729 members 
Entering Unmasked Estep 
Score: -22700748.000000 Penalty: 5972.109375
	Iteration 51Q: 3 clusters Score -2.270075e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 166755 members 
Entering Unmasked Estep 
Score: -22700736.000000 Penalty: 5972.109375
	Iteration 52Q: 3 clusters Score -2.270074e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 166778 members 
Entering Unmasked Estep 
Score: -22700694.000000 Penalty: 5972.109375
	Iteration 53Q: 3 clusters Score -2.270069e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 166798 members 
Entering Unmasked Estep 
Score: -22700716.000000 Penalty: 5972.109375
	Iteration 54Q: 3 clusters Score -2.270072e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 166815 members 
Entering Unmasked Estep 
Score: -22700706.000000 Penalty: 5972.109375
	Iteration 55Q: 3 clusters Score -2.270071e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 166842 members 
Entering Unmasked Estep 
Score: -22700736.000000 Penalty: 5972.109375
	Iteration 56Q: 3 clusters Score -2.270074e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 166868 members 
Entering Unmasked Estep 
Score: -22700718.000000 Penalty: 5972.109375
	Iteration 57Q: 3 clusters Score -2.270072e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 166893 members 
Entering Unmasked Estep 
Score: -22700718.000000 Penalty: 5972.109375
	Iteration 58Q: 3 clusters Score -2.270072e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 166921 members 
Entering Unmasked Estep 
Score: -22700732.000000 Penalty: 5972.109375
	Iteration 59Q: 3 clusters Score -2.270073e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 166941 members 
Entering Unmasked Estep 
Score: -22700738.000000 Penalty: 5972.109375
	Iteration 60F: 3 clusters Score -2.270074e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 166955 members 
Entering Unmasked Estep 
Score: -22700730.000000 Penalty: 5972.109375
	Iteration 61Q: 3 clusters Score -2.270073e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 166967 members 
Entering Unmasked Estep 
Score: -22700718.000000 Penalty: 5972.109375
	Iteration 62Q: 3 clusters Score -2.270072e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 166989 members 
Entering Unmasked Estep 
Score: -22700710.000000 Penalty: 5972.109375
	Iteration 63Q: 3 clusters Score -2.270071e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 167001 members 
Entering Unmasked Estep 
Score: -22700688.000000 Penalty: 5972.109375
	Iteration 64Q: 3 clusters Score -2.270069e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 167012 members 
Entering Unmasked Estep 
Score: -22700722.000000 Penalty: 5972.109375
	Iteration 65Q: 3 clusters Score -2.270072e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 167021 members 
Entering Unmasked Estep 
Score: -22700712.000000 Penalty: 5972.109375
	Iteration 66Q: 3 clusters Score -2.270071e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 167032 members 
Entering Unmasked Estep 
Score: -22700710.000000 Penalty: 5972.109375
	Iteration 67Q: 3 clusters Score -2.270071e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 167040 members 
Entering Unmasked Estep 
Score: -22700690.000000 Penalty: 5972.109375
	Iteration 68Q: 3 clusters Score -2.270069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 167050 members 
Entering Unmasked Estep 
Score: -22700708.000000 Penalty: 5972.109375
	Iteration 69Q: 3 clusters Score -2.270071e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 167056 members 
Entering Unmasked Estep 
Score: -22700698.000000 Penalty: 5972.109375
	Iteration 70Q: 3 clusters Score -2.27007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 167061 members 
Entering Unmasked Estep 
Score: -22700706.000000 Penalty: 5972.109375
	Iteration 71Q: 3 clusters Score -2.270071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 167064 members 
Entering Unmasked Estep 
Score: -22700722.000000 Penalty: 5972.109375
	Iteration 72Q: 3 clusters Score -2.270072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 167066 members 
Entering Unmasked Estep 
Score: -22700730.000000 Penalty: 5972.109375
	Iteration 73Q: 3 clusters Score -2.270073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 167066 members 
Entering Unmasked Estep 
Score: -22700730.000000 Penalty: 5972.109375
	Iteration 74Q: 3 clusters Score -2.270073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 167065 members 
Entering Unmasked Estep 
Score: -22700732.000000 Penalty: 5972.109375
	Iteration 75Q: 3 clusters Score -2.270073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 167066 members 
Entering Unmasked Estep 
Score: -22700732.000000 Penalty: 5972.109375
	Iteration 76Q: 3 clusters Score -2.270073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 167069 members 
Entering Unmasked Estep 
Score: -22700718.000000 Penalty: 5972.109375
	Iteration 77Q: 3 clusters Score -2.270072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 167069 members 
Entering Unmasked Estep 
Score: -22700718.000000 Penalty: 5972.109375
	Iteration 78F: 3 clusters Score -2.270072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Entering Unmasked Estep 
Score: -269073.375000 Penalty: 1885.519287
	Iteration 0F: 2 clusters Score -269073.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -266425.843750 Penalty: 3771.038574
	Iteration 0F: 3 clusters Score -266425.8 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -266911.750000 Penalty: 3771.038574
	Iteration 1F: 3 clusters Score -266911.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -267034.187500 Penalty: 3771.038574
	Iteration 2F: 3 clusters Score -267034.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -267092.125000 Penalty: 3771.038574
	Iteration 3Q: 3 clusters Score -267092.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -267123.187500 Penalty: 3771.038574
	Iteration 4Q: 3 clusters Score -267123.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -267144.375000 Penalty: 3771.038574
	Iteration 5Q: 3 clusters Score -267144.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -267161.281250 Penalty: 3771.038574
	Iteration 6Q: 3 clusters Score -267161.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -267175.750000 Penalty: 3771.038574
	Iteration 7Q: 3 clusters Score -267175.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -267189.312500 Penalty: 3771.038574
	Iteration 8Q: 3 clusters Score -267189.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -267202.531250 Penalty: 3771.038574
	Iteration 9Q: 3 clusters Score -267202.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -267215.750000 Penalty: 3771.038574
	Iteration 10Q: 3 clusters Score -267215.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -267223.812500 Penalty: 3771.038574
	Iteration 11Q: 3 clusters Score -267223.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -267230.468750 Penalty: 3771.038574
	Iteration 12Q: 3 clusters Score -267230.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -267240.125000 Penalty: 3771.038574
	Iteration 13Q: 3 clusters Score -267240.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -267248.687500 Penalty: 3771.038574
	Iteration 14Q: 3 clusters Score -267248.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -267255.500000 Penalty: 3771.038574
	Iteration 15Q: 3 clusters Score -267255.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -267261.187500 Penalty: 3771.038574
	Iteration 16Q: 3 clusters Score -267261.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -267270.812500 Penalty: 3771.038574
	Iteration 17Q: 3 clusters Score -267270.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -267274.875000 Penalty: 3771.038574
	Iteration 18Q: 3 clusters Score -267274.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -267275.875000 Penalty: 3771.038574
	Iteration 19Q: 3 clusters Score -267275.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -267277.062500 Penalty: 3771.038574
	Iteration 20F: 3 clusters Score -267277.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -267278.187500 Penalty: 3771.038574
	Iteration 21Q: 3 clusters Score -267278.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -267278.187500 Penalty: 3771.038574
	Iteration 22F: 3 clusters Score -267278.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Entering Unmasked Estep 
Score: -1227056.875000 Penalty: 2260.284424
	Iteration 0F: 2 clusters Score -1227057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1219973.250000 Penalty: 4520.568848
	Iteration 0F: 3 clusters Score -1219973 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1222008.875000 Penalty: 4520.568848
	Iteration 1F: 3 clusters Score -1222009 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1222265.875000 Penalty: 4520.568848
	Iteration 2F: 3 clusters Score -1222266 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1222462.375000 Penalty: 4520.568848
	Iteration 3Q: 3 clusters Score -1222462 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1222627.625000 Penalty: 4520.568848
	Iteration 4Q: 3 clusters Score -1222628 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1222775.500000 Penalty: 4520.568848
	Iteration 5Q: 3 clusters Score -1222776 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1222933.125000 Penalty: 4520.568848
	Iteration 6Q: 3 clusters Score -1222933 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1223099.375000 Penalty: 4520.568848
	Iteration 7Q: 3 clusters Score -1223099 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1223270.125000 Penalty: 4520.568848
	Iteration 8Q: 3 clusters Score -1223270 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1223474.500000 Penalty: 4520.568848
	Iteration 9Q: 3 clusters Score -1223474 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1223702.250000 Penalty: 4520.568848
	Iteration 10Q: 3 clusters Score -1223702 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1223903.625000 Penalty: 4520.568848
	Iteration 11Q: 3 clusters Score -1223904 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1224122.875000 Penalty: 4520.568848
	Iteration 12Q: 3 clusters Score -1224123 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1224348.875000 Penalty: 4520.568848
	Iteration 13Q: 3 clusters Score -1224349 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1224562.000000 Penalty: 4520.568848
	Iteration 14Q: 3 clusters Score -1224562 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1224696.625000 Penalty: 4520.568848
	Iteration 15Q: 3 clusters Score -1224697 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1224780.875000 Penalty: 4520.568848
	Iteration 16Q: 3 clusters Score -1224781 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1224861.125000 Penalty: 4520.568848
	Iteration 17Q: 3 clusters Score -1224861 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1224921.500000 Penalty: 4520.568848
	Iteration 18Q: 3 clusters Score -1224922 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1224972.750000 Penalty: 4520.568848
	Iteration 19Q: 3 clusters Score -1224973 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1225006.250000 Penalty: 4520.568848
	Iteration 20F: 3 clusters Score -1225006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1225028.000000 Penalty: 4520.568848
	Iteration 21Q: 3 clusters Score -1225028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1225047.125000 Penalty: 4520.568848
	Iteration 22Q: 3 clusters Score -1225047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1225056.625000 Penalty: 4520.568848
	Iteration 23Q: 3 clusters Score -1225057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1225063.375000 Penalty: 4520.568848
	Iteration 24Q: 3 clusters Score -1225063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1225070.375000 Penalty: 4520.568848
	Iteration 25Q: 3 clusters Score -1225070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1225078.250000 Penalty: 4520.568848
	Iteration 26Q: 3 clusters Score -1225078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1225080.500000 Penalty: 4520.568848
	Iteration 27Q: 3 clusters Score -1225080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1225083.875000 Penalty: 4520.568848
	Iteration 28Q: 3 clusters Score -1225084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1225086.750000 Penalty: 4520.568848
	Iteration 29Q: 3 clusters Score -1225087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1225087.500000 Penalty: 4520.568848
	Iteration 30Q: 3 clusters Score -1225088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1225088.625000 Penalty: 4520.568848
	Iteration 31Q: 3 clusters Score -1225089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1225094.625000 Penalty: 4520.568848
	Iteration 32Q: 3 clusters Score -1225095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1225096.375000 Penalty: 4520.568848
	Iteration 33Q: 3 clusters Score -1225096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1225100.375000 Penalty: 4520.568848
	Iteration 34Q: 3 clusters Score -1225100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1225105.125000 Penalty: 4520.568848
	Iteration 35Q: 3 clusters Score -1225105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1225109.125000 Penalty: 4520.568848
	Iteration 36Q: 3 clusters Score -1225109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1225113.375000 Penalty: 4520.568848
	Iteration 37Q: 3 clusters Score -1225113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1225117.375000 Penalty: 4520.568848
	Iteration 38Q: 3 clusters Score -1225117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1225118.375000 Penalty: 4520.568848
	Iteration 39Q: 3 clusters Score -1225118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1225119.625000 Penalty: 4520.568848
	Iteration 40F: 3 clusters Score -1225120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (164456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164456 members 
Entering Unmasked Estep 
Score: -21810586.000000 Penalty: 2978.578613
	Iteration 0F: 2 clusters Score -2.181059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82310 members 
Mstep: Class 2 contains 82146 members 
Entering Unmasked Estep 
Score: -21703842.000000 Penalty: 5957.157227
	Iteration 0F: 3 clusters Score -2.170384e+07 nChanged 78731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86445 members 
Mstep: Class 2 contains 78011 members 
Entering Unmasked Estep 
Score: -21749966.000000 Penalty: 5957.157227
	Iteration 1F: 3 clusters Score -2.174997e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89146 members 
Mstep: Class 2 contains 75310 members 
Entering Unmasked Estep 
Score: -21751180.000000 Penalty: 5957.157227
	Iteration 2Q: 3 clusters Score -2.175118e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93132 members 
Mstep: Class 2 contains 71324 members 
Entering Unmasked Estep 
Score: -21753052.000000 Penalty: 5957.157227
	Iteration 3Q: 3 clusters Score -2.175305e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98748 members 
Mstep: Class 2 contains 65708 members 
Entering Unmasked Estep 
Score: -21755818.000000 Penalty: 5957.157227
	Iteration 4Q: 3 clusters Score -2.175582e+07 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106545 members 
Mstep: Class 2 contains 57911 members 
Entering Unmasked Estep 
Score: -21759956.000000 Penalty: 5957.157227
	Iteration 5F: 3 clusters Score -2.175996e+07 nChanged 10889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116838 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -21766924.000000 Penalty: 5957.157227
	Iteration 6F: 3 clusters Score -2.176692e+07 nChanged 12740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129286 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -21777178.000000 Penalty: 5957.157227
	Iteration 7F: 3 clusters Score -2.177718e+07 nChanged 12918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142108 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -21789116.000000 Penalty: 5957.157227
	Iteration 8F: 3 clusters Score -2.178912e+07 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152909 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -21800254.000000 Penalty: 5957.157227
	Iteration 9F: 3 clusters Score -2.180025e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159977 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -21806174.000000 Penalty: 5957.157227
	Iteration 10Q: 3 clusters Score -2.180617e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162981 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -21807620.000000 Penalty: 5957.157227
	Iteration 11Q: 3 clusters Score -2.180762e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163864 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -21807962.000000 Penalty: 5957.157227
	Iteration 12Q: 3 clusters Score -2.180796e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164070 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -21808030.000000 Penalty: 5957.157227
	Iteration 13Q: 3 clusters Score -2.180803e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164149 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -21808058.000000 Penalty: 5957.157227
	Iteration 14Q: 3 clusters Score -2.180806e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164181 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -21808078.000000 Penalty: 5957.157227
	Iteration 15Q: 3 clusters Score -2.180808e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164197 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -21808108.000000 Penalty: 5957.157227
	Iteration 16Q: 3 clusters Score -2.180811e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164206 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21808118.000000 Penalty: 5957.157227
	Iteration 17Q: 3 clusters Score -2.180812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164213 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -21808118.000000 Penalty: 5957.157227
	Iteration 18Q: 3 clusters Score -2.180812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164216 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -21808120.000000 Penalty: 5957.157227
	Iteration 19Q: 3 clusters Score -2.180812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164219 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -21808104.000000 Penalty: 5957.157227
	Iteration 20F: 3 clusters Score -2.18081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164220 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21808104.000000 Penalty: 5957.157227
	Iteration 21Q: 3 clusters Score -2.18081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164221 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -21808114.000000 Penalty: 5957.157227
	Iteration 22Q: 3 clusters Score -2.180811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164222 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21808122.000000 Penalty: 5957.157227
	Iteration 23Q: 3 clusters Score -2.180812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164222 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -21808122.000000 Penalty: 5957.157227
	Iteration 24F: 3 clusters Score -2.180812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (165158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165158 members 
Entering Unmasked Estep 
Score: -22678186.000000 Penalty: 2979.635254
	Iteration 0F: 2 clusters Score -2.267819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82632 members 
Mstep: Class 2 contains 82526 members 
Entering Unmasked Estep 
Score: -22572456.000000 Penalty: 5959.270508
	Iteration 0F: 3 clusters Score -2.257246e+07 nChanged 78773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82983 members 
Mstep: Class 2 contains 82175 members 
Entering Unmasked Estep 
Score: -22617958.000000 Penalty: 5959.270508
	Iteration 1F: 3 clusters Score -2.261796e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83284 members 
Mstep: Class 2 contains 81874 members 
Entering Unmasked Estep 
Score: -22618808.000000 Penalty: 5959.270508
	Iteration 2Q: 3 clusters Score -2.261881e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83820 members 
Mstep: Class 2 contains 81338 members 
Entering Unmasked Estep 
Score: -22619800.000000 Penalty: 5959.270508
	Iteration 3Q: 3 clusters Score -2.26198e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84703 members 
Mstep: Class 2 contains 80455 members 
Entering Unmasked Estep 
Score: -22620918.000000 Penalty: 5959.270508
	Iteration 4Q: 3 clusters Score -2.262092e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86184 members 
Mstep: Class 2 contains 78974 members 
Entering Unmasked Estep 
Score: -22622120.000000 Penalty: 5959.270508
	Iteration 5Q: 3 clusters Score -2.262212e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88456 members 
Mstep: Class 2 contains 76702 members 
Entering Unmasked Estep 
Score: -22623926.000000 Penalty: 5959.270508
	Iteration 6Q: 3 clusters Score -2.262393e+07 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91899 members 
Mstep: Class 2 contains 73259 members 
Entering Unmasked Estep 
Score: -22626688.000000 Penalty: 5959.270508
	Iteration 7Q: 3 clusters Score -2.262669e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96658 members 
Mstep: Class 2 contains 68500 members 
Entering Unmasked Estep 
Score: -22631490.000000 Penalty: 5959.270508
	Iteration 8Q: 3 clusters Score -2.263149e+07 nChanged 9329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102477 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -22637824.000000 Penalty: 5959.270508
	Iteration 9F: 3 clusters Score -2.263782e+07 nChanged 10028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108339 members 
Mstep: Class 2 contains 56819 members 
Entering Unmasked Estep 
Score: -22645894.000000 Penalty: 5959.270508
	Iteration 10F: 3 clusters Score -2.264589e+07 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113056 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -22652464.000000 Penalty: 5959.270508
	Iteration 11F: 3 clusters Score -2.265246e+07 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116430 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -22656716.000000 Penalty: 5959.270508
	Iteration 12Q: 3 clusters Score -2.265672e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119170 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -22658580.000000 Penalty: 5959.270508
	Iteration 13Q: 3 clusters Score -2.265858e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121822 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -22659790.000000 Penalty: 5959.270508
	Iteration 14Q: 3 clusters Score -2.265979e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124546 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -22660668.000000 Penalty: 5959.270508
	Iteration 15Q: 3 clusters Score -2.266067e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127224 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -22661642.000000 Penalty: 5959.270508
	Iteration 16Q: 3 clusters Score -2.266164e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129931 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -22662526.000000 Penalty: 5959.270508
	Iteration 17Q: 3 clusters Score -2.266253e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132634 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -22663456.000000 Penalty: 5959.270508
	Iteration 18Q: 3 clusters Score -2.266346e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135237 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -22664462.000000 Penalty: 5959.270508
	Iteration 19Q: 3 clusters Score -2.266446e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137815 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -22665586.000000 Penalty: 5959.270508
	Iteration 20F: 3 clusters Score -2.266559e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140310 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -22666638.000000 Penalty: 5959.270508
	Iteration 21Q: 3 clusters Score -2.266664e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142733 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -22667622.000000 Penalty: 5959.270508
	Iteration 22Q: 3 clusters Score -2.266762e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145035 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -22668546.000000 Penalty: 5959.270508
	Iteration 23Q: 3 clusters Score -2.266855e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147286 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -22669600.000000 Penalty: 5959.270508
	Iteration 24Q: 3 clusters Score -2.26696e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149437 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -22670542.000000 Penalty: 5959.270508
	Iteration 25Q: 3 clusters Score -2.267054e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151321 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -22671232.000000 Penalty: 5959.270508
	Iteration 26Q: 3 clusters Score -2.267123e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153011 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -22671956.000000 Penalty: 5959.270508
	Iteration 27Q: 3 clusters Score -2.267196e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154535 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -22672532.000000 Penalty: 5959.270508
	Iteration 28Q: 3 clusters Score -2.267253e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155909 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -22673084.000000 Penalty: 5959.270508
	Iteration 29Q: 3 clusters Score -2.267308e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157125 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -22673632.000000 Penalty: 5959.270508
	Iteration 30Q: 3 clusters Score -2.267363e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158223 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -22674132.000000 Penalty: 5959.270508
	Iteration 31Q: 3 clusters Score -2.267413e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159206 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -22674396.000000 Penalty: 5959.270508
	Iteration 32Q: 3 clusters Score -2.26744e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160080 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -22674728.000000 Penalty: 5959.270508
	Iteration 33Q: 3 clusters Score -2.267473e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160831 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -22675010.000000 Penalty: 5959.270508
	Iteration 34Q: 3 clusters Score -2.267501e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161444 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -22675212.000000 Penalty: 5959.270508
	Iteration 35Q: 3 clusters Score -2.267521e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161938 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -22675348.000000 Penalty: 5959.270508
	Iteration 36Q: 3 clusters Score -2.267535e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162376 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -22675516.000000 Penalty: 5959.270508
	Iteration 37Q: 3 clusters Score -2.267552e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162693 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -22675578.000000 Penalty: 5959.270508
	Iteration 38Q: 3 clusters Score -2.267558e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162973 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -22675682.000000 Penalty: 5959.270508
	Iteration 39Q: 3 clusters Score -2.267568e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163200 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -22675752.000000 Penalty: 5959.270508
	Iteration 40F: 3 clusters Score -2.267575e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163378 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -22675770.000000 Penalty: 5959.270508
	Iteration 41Q: 3 clusters Score -2.267577e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163520 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -22675824.000000 Penalty: 5959.270508
	Iteration 42Q: 3 clusters Score -2.267582e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163631 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -22675838.000000 Penalty: 5959.270508
	Iteration 43Q: 3 clusters Score -2.267584e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163726 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -22675846.000000 Penalty: 5959.270508
	Iteration 44Q: 3 clusters Score -2.267585e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163806 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -22675852.000000 Penalty: 5959.270508
	Iteration 45Q: 3 clusters Score -2.267585e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163861 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -22675866.000000 Penalty: 5959.270508
	Iteration 46Q: 3 clusters Score -2.267587e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163905 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -22675902.000000 Penalty: 5959.270508
	Iteration 47Q: 3 clusters Score -2.26759e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163957 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -22675882.000000 Penalty: 5959.270508
	Iteration 48Q: 3 clusters Score -2.267588e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164005 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -22675864.000000 Penalty: 5959.270508
	Iteration 49Q: 3 clusters Score -2.267586e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164025 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -22675868.000000 Penalty: 5959.270508
	Iteration 50Q: 3 clusters Score -2.267587e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164045 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -22675872.000000 Penalty: 5959.270508
	Iteration 51Q: 3 clusters Score -2.267587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164059 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -22675852.000000 Penalty: 5959.270508
	Iteration 52Q: 3 clusters Score -2.267585e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164070 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -22675878.000000 Penalty: 5959.270508
	Iteration 53Q: 3 clusters Score -2.267588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164078 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -22675856.000000 Penalty: 5959.270508
	Iteration 54Q: 3 clusters Score -2.267586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164086 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -22675874.000000 Penalty: 5959.270508
	Iteration 55Q: 3 clusters Score -2.267587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164092 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -22675882.000000 Penalty: 5959.270508
	Iteration 56Q: 3 clusters Score -2.267588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164099 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -22675892.000000 Penalty: 5959.270508
	Iteration 57Q: 3 clusters Score -2.267589e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164109 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -22675894.000000 Penalty: 5959.270508
	Iteration 58Q: 3 clusters Score -2.267589e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164117 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -22675910.000000 Penalty: 5959.270508
	Iteration 59Q: 3 clusters Score -2.267591e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164130 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -22675904.000000 Penalty: 5959.270508
	Iteration 60F: 3 clusters Score -2.26759e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164140 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -22675896.000000 Penalty: 5959.270508
	Iteration 61Q: 3 clusters Score -2.26759e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164149 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -22675910.000000 Penalty: 5959.270508
	Iteration 62Q: 3 clusters Score -2.267591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164155 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -22675932.000000 Penalty: 5959.270508
	Iteration 63Q: 3 clusters Score -2.267593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164162 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -22675942.000000 Penalty: 5959.270508
	Iteration 64Q: 3 clusters Score -2.267594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164168 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -22675954.000000 Penalty: 5959.270508
	Iteration 65Q: 3 clusters Score -2.267595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164169 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -22675940.000000 Penalty: 5959.270508
	Iteration 66Q: 3 clusters Score -2.267594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164170 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -22675944.000000 Penalty: 5959.270508
	Iteration 67Q: 3 clusters Score -2.267594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164172 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -22675940.000000 Penalty: 5959.270508
	Iteration 68Q: 3 clusters Score -2.267594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164175 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -22675940.000000 Penalty: 5959.270508
	Iteration 69Q: 3 clusters Score -2.267594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164178 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -22675952.000000 Penalty: 5959.270508
	Iteration 70Q: 3 clusters Score -2.267595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164185 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -22675922.000000 Penalty: 5959.270508
	Iteration 71Q: 3 clusters Score -2.267592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164188 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -22675932.000000 Penalty: 5959.270508
	Iteration 72Q: 3 clusters Score -2.267593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164190 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -22675936.000000 Penalty: 5959.270508
	Iteration 73Q: 3 clusters Score -2.267594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164191 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -22675932.000000 Penalty: 5959.270508
	Iteration 74Q: 3 clusters Score -2.267593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164191 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -22675934.000000 Penalty: 5959.270508
	Iteration 75Q: 3 clusters Score -2.267593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164191 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -22675934.000000 Penalty: 5959.270508
	Iteration 76F: 3 clusters Score -2.267593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -26030.826172 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -26030.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24984.917969 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -24984.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25167.968750 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -25167.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -25250.765625 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -25250.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -25308.337891 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -25308.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25387.466797 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -25387.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25407.029297 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -25407.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25453.060547 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -25453.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25476.953125 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -25476.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25537.505859 Penalty: 2730.644531
	Iteration 8Q: 3 clusters Score -25537.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25545.748047 Penalty: 2730.644531
	Iteration 9Q: 3 clusters Score -25545.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25545.748047 Penalty: 2730.644531
	Iteration 10F: 3 clusters Score -25545.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -50624.753906 Penalty: 1517.288086
	Iteration 0F: 2 clusters Score -50624.75 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 235 members 
Entering Unmasked Estep 
Score: -49197.777344 Penalty: 3034.576172
	Iteration 0F: 3 clusters Score -49197.78 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49566.843750 Penalty: 3034.576172
	Iteration 1F: 3 clusters Score -49566.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49767.625000 Penalty: 3034.576172
	Iteration 2F: 3 clusters Score -49767.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49941.335938 Penalty: 3034.576172
	Iteration 3F: 3 clusters Score -49941.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50061.609375 Penalty: 3034.576172
	Iteration 4Q: 3 clusters Score -50061.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -50174.484375 Penalty: 3034.576172
	Iteration 5Q: 3 clusters Score -50174.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -50273.625000 Penalty: 3034.576172
	Iteration 6Q: 3 clusters Score -50273.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -50376.570312 Penalty: 3034.576172
	Iteration 7Q: 3 clusters Score -50376.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50513.109375 Penalty: 3034.576172
	Iteration 8Q: 3 clusters Score -50513.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50749.589844 Penalty: 3034.576172
	Iteration 9Q: 3 clusters Score -50749.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -51060.164062 Penalty: 3034.576172
	Iteration 10Q: 3 clusters Score -51060.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51090.046875 Penalty: 3034.576172
	Iteration 11Q: 3 clusters Score -51090.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -51097.789062 Penalty: 3034.576172
	Iteration 12Q: 3 clusters Score -51097.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51101.550781 Penalty: 3034.576172
	Iteration 13Q: 3 clusters Score -51101.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -51104.878906 Penalty: 3034.576172
	Iteration 14Q: 3 clusters Score -51104.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -51106.839844 Penalty: 3034.576172
	Iteration 15F: 3 clusters Score -51106.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51116.031250 Penalty: 3034.576172
	Iteration 16Q: 3 clusters Score -51116.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51116.031250 Penalty: 3034.576172
	Iteration 17F: 3 clusters Score -51116.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160028 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170120 members 
Mstep: Class 5 contains 2827 members 
Mstep: Class 6 contains 53100 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1352 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4015 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169489 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9082 members 
Mstep: Class 15 contains 164456 members 
Mstep: Class 16 contains 165158 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 25505 members 
Mstep: Class 20 contains 53153 members 
Mstep: Class 21 contains 158752 members 
Mstep: Class 22 contains 81791 members 
Mstep: Class 23 contains 146650 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 169 members 
Entering Unmasked Estep 
Score: -180405792.000000 Penalty: 91161.578125
Splitting cluster 18 changes total score from -180407872.000000 to -180405792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (25505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Entering Unmasked Estep 
Score: -3382785.750000 Penalty: 2516.364014
	Iteration 0F: 2 clusters Score -3382786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -3365100.250000 Penalty: 5032.728027
	Iteration 0F: 3 clusters Score -3365100 nChanged 11455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3371163.750000 Penalty: 5032.728027
	Iteration 1F: 3 clusters Score -3371164 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -3371549.750000 Penalty: 5032.728027
	Iteration 2Q: 3 clusters Score -3371550 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -3371976.500000 Penalty: 5032.728027
	Iteration 3Q: 3 clusters Score -3371976 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3372554.500000 Penalty: 5032.728027
	Iteration 4Q: 3 clusters Score -3372554 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -3373449.000000 Penalty: 5032.728027
	Iteration 5F: 3 clusters Score -3373449 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -3374810.750000 Penalty: 5032.728027
	Iteration 6F: 3 clusters Score -3374811 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -3376578.750000 Penalty: 5032.728027
	Iteration 7F: 3 clusters Score -3376579 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -3378220.250000 Penalty: 5032.728027
	Iteration 8F: 3 clusters Score -3378220 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -3379512.000000 Penalty: 5032.728027
	Iteration 9F: 3 clusters Score -3379512 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -3380397.000000 Penalty: 5032.728027
	Iteration 10Q: 3 clusters Score -3380397 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -3380918.000000 Penalty: 5032.728027
	Iteration 11Q: 3 clusters Score -3380918 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -3381164.500000 Penalty: 5032.728027
	Iteration 12Q: 3 clusters Score -3381164 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -3381273.750000 Penalty: 5032.728027
	Iteration 13Q: 3 clusters Score -3381274 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -3381333.000000 Penalty: 5032.728027
	Iteration 14Q: 3 clusters Score -3381333 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -3381361.250000 Penalty: 5032.728027
	Iteration 15Q: 3 clusters Score -3381361 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -3381385.750000 Penalty: 5032.728027
	Iteration 16Q: 3 clusters Score -3381386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -3381398.250000 Penalty: 5032.728027
	Iteration 17Q: 3 clusters Score -3381398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -3381406.500000 Penalty: 5032.728027
	Iteration 18Q: 3 clusters Score -3381406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -3381408.250000 Penalty: 5032.728027
	Iteration 19Q: 3 clusters Score -3381408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -3381405.000000 Penalty: 5032.728027
	Iteration 20F: 3 clusters Score -3381405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3381412.750000 Penalty: 5032.728027
	Iteration 21Q: 3 clusters Score -3381413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -3381410.250000 Penalty: 5032.728027
	Iteration 22Q: 3 clusters Score -3381410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -3381417.000000 Penalty: 5032.728027
	Iteration 23Q: 3 clusters Score -3381417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -3381423.000000 Penalty: 5032.728027
	Iteration 24Q: 3 clusters Score -3381423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -3381433.250000 Penalty: 5032.728027
	Iteration 25Q: 3 clusters Score -3381433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -3381438.000000 Penalty: 5032.728027
	Iteration 26Q: 3 clusters Score -3381438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -3381442.750000 Penalty: 5032.728027
	Iteration 27Q: 3 clusters Score -3381443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -3381441.250000 Penalty: 5032.728027
	Iteration 28Q: 3 clusters Score -3381441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -3381447.250000 Penalty: 5032.728027
	Iteration 29Q: 3 clusters Score -3381447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -3381447.000000 Penalty: 5032.728027
	Iteration 30Q: 3 clusters Score -3381447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3381451.750000 Penalty: 5032.728027
	Iteration 31Q: 3 clusters Score -3381452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -3381448.500000 Penalty: 5032.728027
	Iteration 32Q: 3 clusters Score -3381448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -3381448.750000 Penalty: 5032.728027
	Iteration 33Q: 3 clusters Score -3381449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -3381446.000000 Penalty: 5032.728027
	Iteration 34Q: 3 clusters Score -3381446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -3381454.000000 Penalty: 5032.728027
	Iteration 35Q: 3 clusters Score -3381454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -3381457.250000 Penalty: 5032.728027
	Iteration 36Q: 3 clusters Score -3381457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -3381462.000000 Penalty: 5032.728027
	Iteration 37Q: 3 clusters Score -3381462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -3381466.500000 Penalty: 5032.728027
	Iteration 38Q: 3 clusters Score -3381466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -3381466.500000 Penalty: 5032.728027
	Iteration 39F: 3 clusters Score -3381466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53153 members 
Entering Unmasked Estep 
Score: -7146309.500000 Penalty: 2698.470703
	Iteration 0F: 2 clusters Score -7146310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -7110404.500000 Penalty: 5396.941406
	Iteration 0F: 3 clusters Score -7110404 nChanged 24693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -7124104.500000 Penalty: 5396.941406
	Iteration 1F: 3 clusters Score -7124104 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -7124873.000000 Penalty: 5396.941406
	Iteration 2Q: 3 clusters Score -7124873 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -7125674.000000 Penalty: 5396.941406
	Iteration 3Q: 3 clusters Score -7125674 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -7126693.500000 Penalty: 5396.941406
	Iteration 4Q: 3 clusters Score -7126694 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -7128158.500000 Penalty: 5396.941406
	Iteration 5F: 3 clusters Score -7128158 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -7130226.500000 Penalty: 5396.941406
	Iteration 6F: 3 clusters Score -7130226 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -7132951.500000 Penalty: 5396.941406
	Iteration 7F: 3 clusters Score -7132952 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -7135997.000000 Penalty: 5396.941406
	Iteration 8F: 3 clusters Score -7135997 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -7138385.500000 Penalty: 5396.941406
	Iteration 9F: 3 clusters Score -7138386 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -7139691.500000 Penalty: 5396.941406
	Iteration 10Q: 3 clusters Score -7139692 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -7140269.000000 Penalty: 5396.941406
	Iteration 11Q: 3 clusters Score -7140269 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -7140611.000000 Penalty: 5396.941406
	Iteration 12Q: 3 clusters Score -7140611 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -7140909.500000 Penalty: 5396.941406
	Iteration 13Q: 3 clusters Score -7140910 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -7141113.500000 Penalty: 5396.941406
	Iteration 14Q: 3 clusters Score -7141114 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -7141318.000000 Penalty: 5396.941406
	Iteration 15Q: 3 clusters Score -7141318 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -7141500.000000 Penalty: 5396.941406
	Iteration 16Q: 3 clusters Score -7141500 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -7141670.500000 Penalty: 5396.941406
	Iteration 17Q: 3 clusters Score -7141670 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -7141822.500000 Penalty: 5396.941406
	Iteration 18Q: 3 clusters Score -7141822 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -7142021.500000 Penalty: 5396.941406
	Iteration 19Q: 3 clusters Score -7142022 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -7142194.000000 Penalty: 5396.941406
	Iteration 20F: 3 clusters Score -7142194 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -7142356.500000 Penalty: 5396.941406
	Iteration 21Q: 3 clusters Score -7142356 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -7142519.500000 Penalty: 5396.941406
	Iteration 22Q: 3 clusters Score -7142520 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -7142687.500000 Penalty: 5396.941406
	Iteration 23Q: 3 clusters Score -7142688 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -7142857.500000 Penalty: 5396.941406
	Iteration 24Q: 3 clusters Score -7142858 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -7142965.000000 Penalty: 5396.941406
	Iteration 25Q: 3 clusters Score -7142965 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -7143130.000000 Penalty: 5396.941406
	Iteration 26Q: 3 clusters Score -7143130 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -7143247.500000 Penalty: 5396.941406
	Iteration 27Q: 3 clusters Score -7143248 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -7143332.500000 Penalty: 5396.941406
	Iteration 28Q: 3 clusters Score -7143332 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -7143437.500000 Penalty: 5396.941406
	Iteration 29Q: 3 clusters Score -7143438 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -7143522.500000 Penalty: 5396.941406
	Iteration 30Q: 3 clusters Score -7143522 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -7143588.500000 Penalty: 5396.941406
	Iteration 31Q: 3 clusters Score -7143588 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -7143663.000000 Penalty: 5396.941406
	Iteration 32Q: 3 clusters Score -7143663 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -7143752.500000 Penalty: 5396.941406
	Iteration 33Q: 3 clusters Score -7143752 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -7143824.500000 Penalty: 5396.941406
	Iteration 34Q: 3 clusters Score -7143824 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -7143899.000000 Penalty: 5396.941406
	Iteration 35Q: 3 clusters Score -7143899 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49190 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -7143950.500000 Penalty: 5396.941406
	Iteration 36Q: 3 clusters Score -7143950 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -7144005.000000 Penalty: 5396.941406
	Iteration 37Q: 3 clusters Score -7144005 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -7144047.000000 Penalty: 5396.941406
	Iteration 38Q: 3 clusters Score -7144047 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -7144079.000000 Penalty: 5396.941406
	Iteration 39Q: 3 clusters Score -7144079 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -7144135.000000 Penalty: 5396.941406
	Iteration 40F: 3 clusters Score -7144135 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -7144177.000000 Penalty: 5396.941406
	Iteration 41Q: 3 clusters Score -7144177 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -7144214.500000 Penalty: 5396.941406
	Iteration 42Q: 3 clusters Score -7144214 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50302 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -7144243.000000 Penalty: 5396.941406
	Iteration 43Q: 3 clusters Score -7144243 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -7144260.500000 Penalty: 5396.941406
	Iteration 44Q: 3 clusters Score -7144260 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -7144273.500000 Penalty: 5396.941406
	Iteration 45Q: 3 clusters Score -7144274 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -7144297.500000 Penalty: 5396.941406
	Iteration 46Q: 3 clusters Score -7144298 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -7144317.500000 Penalty: 5396.941406
	Iteration 47Q: 3 clusters Score -7144318 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -7144335.500000 Penalty: 5396.941406
	Iteration 48Q: 3 clusters Score -7144336 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -7144358.000000 Penalty: 5396.941406
	Iteration 49Q: 3 clusters Score -7144358 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -7144362.500000 Penalty: 5396.941406
	Iteration 50Q: 3 clusters Score -7144362 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50901 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -7144355.000000 Penalty: 5396.941406
	Iteration 51Q: 3 clusters Score -7144355 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50942 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -7144381.000000 Penalty: 5396.941406
	Iteration 52Q: 3 clusters Score -7144381 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50978 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -7144386.000000 Penalty: 5396.941406
	Iteration 53Q: 3 clusters Score -7144386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -7144397.500000 Penalty: 5396.941406
	Iteration 54Q: 3 clusters Score -7144398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -7144420.500000 Penalty: 5396.941406
	Iteration 55Q: 3 clusters Score -7144420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -7144430.000000 Penalty: 5396.941406
	Iteration 56Q: 3 clusters Score -7144430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -7144455.500000 Penalty: 5396.941406
	Iteration 57Q: 3 clusters Score -7144456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51138 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7144448.000000 Penalty: 5396.941406
	Iteration 58Q: 3 clusters Score -7144448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51165 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -7144452.500000 Penalty: 5396.941406
	Iteration 59Q: 3 clusters Score -7144452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -7144472.500000 Penalty: 5396.941406
	Iteration 60F: 3 clusters Score -7144472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -7144472.500000 Penalty: 5396.941406
	Iteration 61Q: 3 clusters Score -7144472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -7144471.500000 Penalty: 5396.941406
	Iteration 62Q: 3 clusters Score -7144472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -7144473.500000 Penalty: 5396.941406
	Iteration 63Q: 3 clusters Score -7144474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7144481.000000 Penalty: 5396.941406
	Iteration 64Q: 3 clusters Score -7144481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51250 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -7144478.500000 Penalty: 5396.941406
	Iteration 65Q: 3 clusters Score -7144478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51262 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -7144488.500000 Penalty: 5396.941406
	Iteration 66Q: 3 clusters Score -7144488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -7144487.000000 Penalty: 5396.941406
	Iteration 67Q: 3 clusters Score -7144487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -7144486.500000 Penalty: 5396.941406
	Iteration 68Q: 3 clusters Score -7144486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7144494.500000 Penalty: 5396.941406
	Iteration 69Q: 3 clusters Score -7144494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -7144502.500000 Penalty: 5396.941406
	Iteration 70Q: 3 clusters Score -7144502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7144514.500000 Penalty: 5396.941406
	Iteration 71Q: 3 clusters Score -7144514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -7144519.500000 Penalty: 5396.941406
	Iteration 72Q: 3 clusters Score -7144520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51363 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -7144525.500000 Penalty: 5396.941406
	Iteration 73Q: 3 clusters Score -7144526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -7144537.000000 Penalty: 5396.941406
	Iteration 74Q: 3 clusters Score -7144537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51393 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -7144535.500000 Penalty: 5396.941406
	Iteration 75Q: 3 clusters Score -7144536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51411 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -7144543.500000 Penalty: 5396.941406
	Iteration 76Q: 3 clusters Score -7144544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51430 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -7144550.500000 Penalty: 5396.941406
	Iteration 77Q: 3 clusters Score -7144550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -7144540.500000 Penalty: 5396.941406
	Iteration 78Q: 3 clusters Score -7144540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -7144550.500000 Penalty: 5396.941406
	Iteration 79Q: 3 clusters Score -7144550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7144562.000000 Penalty: 5396.941406
	Iteration 80F: 3 clusters Score -7144562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51493 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -7144569.000000 Penalty: 5396.941406
	Iteration 81Q: 3 clusters Score -7144569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -7144563.000000 Penalty: 5396.941406
	Iteration 82Q: 3 clusters Score -7144563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -7144564.500000 Penalty: 5396.941406
	Iteration 83Q: 3 clusters Score -7144564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -7144552.000000 Penalty: 5396.941406
	Iteration 84Q: 3 clusters Score -7144552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51532 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -7144555.500000 Penalty: 5396.941406
	Iteration 85Q: 3 clusters Score -7144556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -7144550.500000 Penalty: 5396.941406
	Iteration 86Q: 3 clusters Score -7144550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -7144562.000000 Penalty: 5396.941406
	Iteration 87Q: 3 clusters Score -7144562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7144557.500000 Penalty: 5396.941406
	Iteration 88Q: 3 clusters Score -7144558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51554 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -7144565.000000 Penalty: 5396.941406
	Iteration 89Q: 3 clusters Score -7144565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7144571.500000 Penalty: 5396.941406
	Iteration 90Q: 3 clusters Score -7144572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51565 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7144561.500000 Penalty: 5396.941406
	Iteration 91Q: 3 clusters Score -7144562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7144559.000000 Penalty: 5396.941406
	Iteration 92Q: 3 clusters Score -7144559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -7144567.000000 Penalty: 5396.941406
	Iteration 93Q: 3 clusters Score -7144567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -7144567.500000 Penalty: 5396.941406
	Iteration 94Q: 3 clusters Score -7144568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -7144563.000000 Penalty: 5396.941406
	Iteration 95Q: 3 clusters Score -7144563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -7144570.500000 Penalty: 5396.941406
	Iteration 96Q: 3 clusters Score -7144570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7144573.500000 Penalty: 5396.941406
	Iteration 97Q: 3 clusters Score -7144574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7144573.500000 Penalty: 5396.941406
	Iteration 98F: 3 clusters Score -7144574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (158752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158752 members 
Entering Unmasked Estep 
Score: -21142930.000000 Penalty: 2969.824463
	Iteration 0F: 2 clusters Score -2.114293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79164 members 
Mstep: Class 2 contains 79588 members 
Entering Unmasked Estep 
Score: -21038912.000000 Penalty: 5939.648926
	Iteration 0F: 3 clusters Score -2.103891e+07 nChanged 75981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75419 members 
Mstep: Class 2 contains 83333 members 
Entering Unmasked Estep 
Score: -21083282.000000 Penalty: 5939.648926
	Iteration 1F: 3 clusters Score -2.108328e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72897 members 
Mstep: Class 2 contains 85855 members 
Entering Unmasked Estep 
Score: -21084438.000000 Penalty: 5939.648926
	Iteration 2Q: 3 clusters Score -2.108444e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68910 members 
Mstep: Class 2 contains 89842 members 
Entering Unmasked Estep 
Score: -21086380.000000 Penalty: 5939.648926
	Iteration 3Q: 3 clusters Score -2.108638e+07 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62943 members 
Mstep: Class 2 contains 95809 members 
Entering Unmasked Estep 
Score: -21089320.000000 Penalty: 5939.648926
	Iteration 4Q: 3 clusters Score -2.108932e+07 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54652 members 
Mstep: Class 2 contains 104100 members 
Entering Unmasked Estep 
Score: -21094776.000000 Penalty: 5939.648926
	Iteration 5F: 3 clusters Score -2.109478e+07 nChanged 11445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 114403 members 
Entering Unmasked Estep 
Score: -21102768.000000 Penalty: 5939.648926
	Iteration 6F: 3 clusters Score -2.110277e+07 nChanged 12158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 125749 members 
Entering Unmasked Estep 
Score: -21112686.000000 Penalty: 5939.648926
	Iteration 7F: 3 clusters Score -2.111269e+07 nChanged 11310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 136625 members 
Entering Unmasked Estep 
Score: -21123114.000000 Penalty: 5939.648926
	Iteration 8F: 3 clusters Score -2.112311e+07 nChanged 8769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 145128 members 
Entering Unmasked Estep 
Score: -21131514.000000 Penalty: 5939.648926
	Iteration 9F: 3 clusters Score -2.113151e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 150989 members 
Entering Unmasked Estep 
Score: -21136854.000000 Penalty: 5939.648926
	Iteration 10Q: 3 clusters Score -2.113685e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 154490 members 
Entering Unmasked Estep 
Score: -21139584.000000 Penalty: 5939.648926
	Iteration 11Q: 3 clusters Score -2.113958e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 156330 members 
Entering Unmasked Estep 
Score: -21140678.000000 Penalty: 5939.648926
	Iteration 12Q: 3 clusters Score -2.114068e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 157188 members 
Entering Unmasked Estep 
Score: -21141086.000000 Penalty: 5939.648926
	Iteration 13Q: 3 clusters Score -2.114109e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 157555 members 
Entering Unmasked Estep 
Score: -21141310.000000 Penalty: 5939.648926
	Iteration 14Q: 3 clusters Score -2.114131e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 157712 members 
Entering Unmasked Estep 
Score: -21141434.000000 Penalty: 5939.648926
	Iteration 15Q: 3 clusters Score -2.114143e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 157746 members 
Entering Unmasked Estep 
Score: -21141564.000000 Penalty: 5939.648926
	Iteration 16Q: 3 clusters Score -2.114156e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 157772 members 
Entering Unmasked Estep 
Score: -21141606.000000 Penalty: 5939.648926
	Iteration 17Q: 3 clusters Score -2.114161e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 157778 members 
Entering Unmasked Estep 
Score: -21141660.000000 Penalty: 5939.648926
	Iteration 18Q: 3 clusters Score -2.114166e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 157769 members 
Entering Unmasked Estep 
Score: -21141668.000000 Penalty: 5939.648926
	Iteration 19Q: 3 clusters Score -2.114167e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 157761 members 
Entering Unmasked Estep 
Score: -21141684.000000 Penalty: 5939.648926
	Iteration 20F: 3 clusters Score -2.114168e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 157756 members 
Entering Unmasked Estep 
Score: -21141666.000000 Penalty: 5939.648926
	Iteration 21Q: 3 clusters Score -2.114167e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 157748 members 
Entering Unmasked Estep 
Score: -21141686.000000 Penalty: 5939.648926
	Iteration 22Q: 3 clusters Score -2.114169e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 157746 members 
Entering Unmasked Estep 
Score: -21141700.000000 Penalty: 5939.648926
	Iteration 23Q: 3 clusters Score -2.11417e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 157748 members 
Entering Unmasked Estep 
Score: -21141698.000000 Penalty: 5939.648926
	Iteration 24Q: 3 clusters Score -2.11417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 157749 members 
Entering Unmasked Estep 
Score: -21141686.000000 Penalty: 5939.648926
	Iteration 25Q: 3 clusters Score -2.114169e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 157744 members 
Entering Unmasked Estep 
Score: -21141710.000000 Penalty: 5939.648926
	Iteration 26Q: 3 clusters Score -2.114171e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 157739 members 
Entering Unmasked Estep 
Score: -21141706.000000 Penalty: 5939.648926
	Iteration 27Q: 3 clusters Score -2.114171e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 157734 members 
Entering Unmasked Estep 
Score: -21141730.000000 Penalty: 5939.648926
	Iteration 28Q: 3 clusters Score -2.114173e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 157737 members 
Entering Unmasked Estep 
Score: -21141730.000000 Penalty: 5939.648926
	Iteration 29Q: 3 clusters Score -2.114173e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 157730 members 
Entering Unmasked Estep 
Score: -21141732.000000 Penalty: 5939.648926
	Iteration 30Q: 3 clusters Score -2.114173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 157722 members 
Entering Unmasked Estep 
Score: -21141724.000000 Penalty: 5939.648926
	Iteration 31Q: 3 clusters Score -2.114172e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 157712 members 
Entering Unmasked Estep 
Score: -21141732.000000 Penalty: 5939.648926
	Iteration 32Q: 3 clusters Score -2.114173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 157709 members 
Entering Unmasked Estep 
Score: -21141746.000000 Penalty: 5939.648926
	Iteration 33Q: 3 clusters Score -2.114175e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 157702 members 
Entering Unmasked Estep 
Score: -21141772.000000 Penalty: 5939.648926
	Iteration 34Q: 3 clusters Score -2.114177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 157696 members 
Entering Unmasked Estep 
Score: -21141780.000000 Penalty: 5939.648926
	Iteration 35Q: 3 clusters Score -2.114178e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 157695 members 
Entering Unmasked Estep 
Score: -21141788.000000 Penalty: 5939.648926
	Iteration 36Q: 3 clusters Score -2.114179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 157694 members 
Entering Unmasked Estep 
Score: -21141784.000000 Penalty: 5939.648926
	Iteration 37Q: 3 clusters Score -2.114178e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 157692 members 
Entering Unmasked Estep 
Score: -21141802.000000 Penalty: 5939.648926
	Iteration 38Q: 3 clusters Score -2.11418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 157687 members 
Entering Unmasked Estep 
Score: -21141798.000000 Penalty: 5939.648926
	Iteration 39Q: 3 clusters Score -2.11418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 157685 members 
Entering Unmasked Estep 
Score: -21141796.000000 Penalty: 5939.648926
	Iteration 40F: 3 clusters Score -2.11418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 157683 members 
Entering Unmasked Estep 
Score: -21141804.000000 Penalty: 5939.648926
	Iteration 41Q: 3 clusters Score -2.11418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 157683 members 
Entering Unmasked Estep 
Score: -21141804.000000 Penalty: 5939.648926
	Iteration 42Q: 3 clusters Score -2.11418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 157683 members 
Entering Unmasked Estep 
Score: -21141810.000000 Penalty: 5939.648926
	Iteration 43Q: 3 clusters Score -2.114181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 157684 members 
Entering Unmasked Estep 
Score: -21141798.000000 Penalty: 5939.648926
	Iteration 44Q: 3 clusters Score -2.11418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 157685 members 
Entering Unmasked Estep 
Score: -21141806.000000 Penalty: 5939.648926
	Iteration 45Q: 3 clusters Score -2.114181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 157686 members 
Entering Unmasked Estep 
Score: -21141798.000000 Penalty: 5939.648926
	Iteration 46Q: 3 clusters Score -2.11418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 157685 members 
Entering Unmasked Estep 
Score: -21141806.000000 Penalty: 5939.648926
	Iteration 47Q: 3 clusters Score -2.114181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 157683 members 
Entering Unmasked Estep 
Score: -21141818.000000 Penalty: 5939.648926
	Iteration 48Q: 3 clusters Score -2.114182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 157682 members 
Entering Unmasked Estep 
Score: -21141828.000000 Penalty: 5939.648926
	Iteration 49Q: 3 clusters Score -2.114183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 157678 members 
Entering Unmasked Estep 
Score: -21141832.000000 Penalty: 5939.648926
	Iteration 50Q: 3 clusters Score -2.114183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 157676 members 
Entering Unmasked Estep 
Score: -21141828.000000 Penalty: 5939.648926
	Iteration 51Q: 3 clusters Score -2.114183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 157675 members 
Entering Unmasked Estep 
Score: -21141824.000000 Penalty: 5939.648926
	Iteration 52Q: 3 clusters Score -2.114182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 157674 members 
Entering Unmasked Estep 
Score: -21141828.000000 Penalty: 5939.648926
	Iteration 53Q: 3 clusters Score -2.114183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 157674 members 
Entering Unmasked Estep 
Score: -21141828.000000 Penalty: 5939.648926
	Iteration 54F: 3 clusters Score -2.114183e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (81791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81791 members 
Entering Unmasked Estep 
Score: -10599825.000000 Penalty: 2805.356689
	Iteration 0F: 2 clusters Score -1.059982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -10545430.000000 Penalty: 5610.713379
	Iteration 0F: 3 clusters Score -1.054543e+07 nChanged 38366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -10566955.000000 Penalty: 5610.713379
	Iteration 1F: 3 clusters Score -1.056696e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -10567410.000000 Penalty: 5610.713379
	Iteration 2Q: 3 clusters Score -1.056741e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -10567804.000000 Penalty: 5610.713379
	Iteration 3Q: 3 clusters Score -1.05678e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -10568397.000000 Penalty: 5610.713379
	Iteration 4Q: 3 clusters Score -1.05684e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -10568971.000000 Penalty: 5610.713379
	Iteration 5Q: 3 clusters Score -1.056897e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -10569600.000000 Penalty: 5610.713379
	Iteration 6Q: 3 clusters Score -1.05696e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -10570455.000000 Penalty: 5610.713379
	Iteration 7Q: 3 clusters Score -1.057046e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -10571582.000000 Penalty: 5610.713379
	Iteration 8Q: 3 clusters Score -1.057158e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -10573169.000000 Penalty: 5610.713379
	Iteration 9Q: 3 clusters Score -1.057317e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49563 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -10575462.000000 Penalty: 5610.713379
	Iteration 10F: 3 clusters Score -1.057546e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -10578047.000000 Penalty: 5610.713379
	Iteration 11F: 3 clusters Score -1.057805e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55243 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -10580445.000000 Penalty: 5610.713379
	Iteration 12F: 3 clusters Score -1.058044e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57874 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -10582793.000000 Penalty: 5610.713379
	Iteration 13F: 3 clusters Score -1.058279e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -10584746.000000 Penalty: 5610.713379
	Iteration 14Q: 3 clusters Score -1.058475e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63194 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -10586609.000000 Penalty: 5610.713379
	Iteration 15Q: 3 clusters Score -1.058661e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65929 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -10588398.000000 Penalty: 5610.713379
	Iteration 16Q: 3 clusters Score -1.05884e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68771 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -10590317.000000 Penalty: 5610.713379
	Iteration 17Q: 3 clusters Score -1.059032e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71518 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -10592007.000000 Penalty: 5610.713379
	Iteration 18Q: 3 clusters Score -1.059201e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74063 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -10593540.000000 Penalty: 5610.713379
	Iteration 19Q: 3 clusters Score -1.059354e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76204 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -10594866.000000 Penalty: 5610.713379
	Iteration 20F: 3 clusters Score -1.059487e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77862 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -10595866.000000 Penalty: 5610.713379
	Iteration 21Q: 3 clusters Score -1.059587e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79043 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -10596541.000000 Penalty: 5610.713379
	Iteration 22Q: 3 clusters Score -1.059654e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79839 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -10596946.000000 Penalty: 5610.713379
	Iteration 23Q: 3 clusters Score -1.059695e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80324 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -10597183.000000 Penalty: 5610.713379
	Iteration 24Q: 3 clusters Score -1.059718e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80611 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -10597347.000000 Penalty: 5610.713379
	Iteration 25Q: 3 clusters Score -1.059735e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80768 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -10597434.000000 Penalty: 5610.713379
	Iteration 26Q: 3 clusters Score -1.059743e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80874 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -10597477.000000 Penalty: 5610.713379
	Iteration 27Q: 3 clusters Score -1.059748e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80928 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -10597534.000000 Penalty: 5610.713379
	Iteration 28Q: 3 clusters Score -1.059753e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80967 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -10597548.000000 Penalty: 5610.713379
	Iteration 29Q: 3 clusters Score -1.059755e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80992 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -10597566.000000 Penalty: 5610.713379
	Iteration 30Q: 3 clusters Score -1.059757e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81005 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10597564.000000 Penalty: 5610.713379
	Iteration 31Q: 3 clusters Score -1.059756e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81025 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -10597574.000000 Penalty: 5610.713379
	Iteration 32Q: 3 clusters Score -1.059757e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81039 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10597588.000000 Penalty: 5610.713379
	Iteration 33Q: 3 clusters Score -1.059759e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81049 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10597607.000000 Penalty: 5610.713379
	Iteration 34Q: 3 clusters Score -1.059761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81054 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -10597601.000000 Penalty: 5610.713379
	Iteration 35Q: 3 clusters Score -1.05976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81058 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -10597597.000000 Penalty: 5610.713379
	Iteration 36Q: 3 clusters Score -1.05976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81061 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10597600.000000 Penalty: 5610.713379
	Iteration 37Q: 3 clusters Score -1.05976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81064 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10597604.000000 Penalty: 5610.713379
	Iteration 38Q: 3 clusters Score -1.05976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81066 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -10597607.000000 Penalty: 5610.713379
	Iteration 39Q: 3 clusters Score -1.059761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81067 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -10597607.000000 Penalty: 5610.713379
	Iteration 40F: 3 clusters Score -1.059761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81069 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -10597605.000000 Penalty: 5610.713379
	Iteration 41Q: 3 clusters Score -1.05976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81070 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -10597609.000000 Penalty: 5610.713379
	Iteration 42Q: 3 clusters Score -1.059761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81069 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -10597611.000000 Penalty: 5610.713379
	Iteration 43Q: 3 clusters Score -1.059761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81069 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -10597611.000000 Penalty: 5610.713379
	Iteration 44Q: 3 clusters Score -1.059761e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81069 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -10597611.000000 Penalty: 5610.713379
	Iteration 45F: 3 clusters Score -1.059761e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (146650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146650 members 
Entering Unmasked Estep 
Score: -19480116.000000 Penalty: 2950.159424
	Iteration 0F: 2 clusters Score -1.948012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73079 members 
Mstep: Class 2 contains 73571 members 
Entering Unmasked Estep 
Score: -19383026.000000 Penalty: 5900.318848
	Iteration 0F: 3 clusters Score -1.938303e+07 nChanged 70085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68694 members 
Mstep: Class 2 contains 77956 members 
Entering Unmasked Estep 
Score: -19424320.000000 Penalty: 5900.318848
	Iteration 1F: 3 clusters Score -1.942432e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65772 members 
Mstep: Class 2 contains 80878 members 
Entering Unmasked Estep 
Score: -19425682.000000 Penalty: 5900.318848
	Iteration 2Q: 3 clusters Score -1.942568e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61427 members 
Mstep: Class 2 contains 85223 members 
Entering Unmasked Estep 
Score: -19427630.000000 Penalty: 5900.318848
	Iteration 3Q: 3 clusters Score -1.942763e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 91663 members 
Entering Unmasked Estep 
Score: -19431304.000000 Penalty: 5900.318848
	Iteration 4Q: 3 clusters Score -1.94313e+07 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 100457 members 
Entering Unmasked Estep 
Score: -19437232.000000 Penalty: 5900.318848
	Iteration 5F: 3 clusters Score -1.943723e+07 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 111467 members 
Entering Unmasked Estep 
Score: -19446196.000000 Penalty: 5900.318848
	Iteration 6F: 3 clusters Score -1.94462e+07 nChanged 11797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 123184 members 
Entering Unmasked Estep 
Score: -19456682.000000 Penalty: 5900.318848
	Iteration 7F: 3 clusters Score -1.945668e+07 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 132949 members 
Entering Unmasked Estep 
Score: -19465754.000000 Penalty: 5900.318848
	Iteration 8F: 3 clusters Score -1.946575e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 139369 members 
Entering Unmasked Estep 
Score: -19471486.000000 Penalty: 5900.318848
	Iteration 9Q: 3 clusters Score -1.947149e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 142921 members 
Entering Unmasked Estep 
Score: -19474700.000000 Penalty: 5900.318848
	Iteration 10Q: 3 clusters Score -1.94747e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 144632 members 
Entering Unmasked Estep 
Score: -19476004.000000 Penalty: 5900.318848
	Iteration 11Q: 3 clusters Score -1.9476e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 145475 members 
Entering Unmasked Estep 
Score: -19476680.000000 Penalty: 5900.318848
	Iteration 12Q: 3 clusters Score -1.947668e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 145848 members 
Entering Unmasked Estep 
Score: -19476982.000000 Penalty: 5900.318848
	Iteration 13Q: 3 clusters Score -1.947698e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 146004 members 
Entering Unmasked Estep 
Score: -19477174.000000 Penalty: 5900.318848
	Iteration 14Q: 3 clusters Score -1.947717e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 146097 members 
Entering Unmasked Estep 
Score: -19477278.000000 Penalty: 5900.318848
	Iteration 15Q: 3 clusters Score -1.947728e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 146148 members 
Entering Unmasked Estep 
Score: -19477330.000000 Penalty: 5900.318848
	Iteration 16Q: 3 clusters Score -1.947733e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 146183 members 
Entering Unmasked Estep 
Score: -19477382.000000 Penalty: 5900.318848
	Iteration 17Q: 3 clusters Score -1.947738e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 146203 members 
Entering Unmasked Estep 
Score: -19477448.000000 Penalty: 5900.318848
	Iteration 18Q: 3 clusters Score -1.947745e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 146217 members 
Entering Unmasked Estep 
Score: -19477466.000000 Penalty: 5900.318848
	Iteration 19Q: 3 clusters Score -1.947747e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 146223 members 
Entering Unmasked Estep 
Score: -19477482.000000 Penalty: 5900.318848
	Iteration 20F: 3 clusters Score -1.947748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 146232 members 
Entering Unmasked Estep 
Score: -19477506.000000 Penalty: 5900.318848
	Iteration 21Q: 3 clusters Score -1.947751e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 146237 members 
Entering Unmasked Estep 
Score: -19477536.000000 Penalty: 5900.318848
	Iteration 22Q: 3 clusters Score -1.947754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 146240 members 
Entering Unmasked Estep 
Score: -19477546.000000 Penalty: 5900.318848
	Iteration 23Q: 3 clusters Score -1.947755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 146242 members 
Entering Unmasked Estep 
Score: -19477552.000000 Penalty: 5900.318848
	Iteration 24Q: 3 clusters Score -1.947755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 146243 members 
Entering Unmasked Estep 
Score: -19477562.000000 Penalty: 5900.318848
	Iteration 25Q: 3 clusters Score -1.947756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 146243 members 
Entering Unmasked Estep 
Score: -19477562.000000 Penalty: 5900.318848
	Iteration 26F: 3 clusters Score -1.947756e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -77356.773438 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -77356.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -75672.500000 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -75672.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -75847.507812 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -75847.51 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -75983.906250 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -75983.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -76202.570312 Penalty: 3200.998047
	Iteration 3Q: 3 clusters Score -76202.57 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76278.296875 Penalty: 3200.998047
	Iteration 4F: 3 clusters Score -76278.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -76334.406250 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -76334.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -76378.984375 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -76378.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -76426.101562 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -76426.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -76469.632812 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -76469.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -76502.570312 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -76502.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -76561.289062 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -76561.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -76671.609375 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -76671.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -76986.664062 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -76986.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -77591.984375 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -77591.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -77704.304688 Penalty: 3200.998047
	Iteration 14F: 3 clusters Score -77704.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -77826.140625 Penalty: 3200.998047
	Iteration 15Q: 3 clusters Score -77826.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -77877.484375 Penalty: 3200.998047
	Iteration 16Q: 3 clusters Score -77877.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -77911.531250 Penalty: 3200.998047
	Iteration 17Q: 3 clusters Score -77911.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -77957.593750 Penalty: 3200.998047
	Iteration 18Q: 3 clusters Score -77957.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -78009.570312 Penalty: 3200.998047
	Iteration 19Q: 3 clusters Score -78009.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -78020.125000 Penalty: 3200.998047
	Iteration 20F: 3 clusters Score -78020.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -78022.710938 Penalty: 3200.998047
	Iteration 21Q: 3 clusters Score -78022.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -78028.953125 Penalty: 3200.998047
	Iteration 22Q: 3 clusters Score -78028.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -78028.953125 Penalty: 3200.998047
	Iteration 23F: 3 clusters Score -78028.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160028 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170120 members 
Mstep: Class 5 contains 2827 members 
Mstep: Class 6 contains 53100 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1352 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4015 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169489 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9082 members 
Mstep: Class 15 contains 164456 members 
Mstep: Class 16 contains 165158 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25505 members 
Mstep: Class 20 contains 53153 members 
Mstep: Class 21 contains 158752 members 
Mstep: Class 22 contains 81791 members 
Mstep: Class 23 contains 146650 members 
Mstep: Class 24 contains 133 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 502 members 
Entering Unmasked Estep 
Score: -180406576.000000 Penalty: 91161.578125
Splitting cluster 24 changes total score from -180407872.000000 to -180406576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -22654.449219 Penalty: 1335.354858
	Iteration 0F: 2 clusters Score -22654.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21594.890625 Penalty: 2670.709717
	Iteration 0F: 3 clusters Score -21594.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21683.968750 Penalty: 2670.709717
	Iteration 1F: 3 clusters Score -21683.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21739.113281 Penalty: 2670.709717
	Iteration 2Q: 3 clusters Score -21739.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21771.541016 Penalty: 2670.709717
	Iteration 3Q: 3 clusters Score -21771.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21771.541016 Penalty: 2670.709717
	Iteration 4F: 3 clusters Score -21771.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160028 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170120 members 
Mstep: Class 5 contains 2827 members 
Mstep: Class 6 contains 53100 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1352 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 4015 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169489 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9082 members 
Mstep: Class 15 contains 164456 members 
Mstep: Class 16 contains 165158 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25505 members 
Mstep: Class 20 contains 53153 members 
Mstep: Class 21 contains 158752 members 
Mstep: Class 22 contains 81791 members 
Mstep: Class 23 contains 146650 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407920.000000 Penalty: 87655.367188
Iteration 399Q: 26 clusters Score -1.804079e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160030 members 
Mstep: Class 2 contains 2395 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170103 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 53103 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1351 members 
Mstep: Class 9 contains 6431 members 
Mstep: Class 10 contains 4008 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169469 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9083 members 
Mstep: Class 15 contains 164464 members 
Mstep: Class 16 contains 165131 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25505 members 
Mstep: Class 20 contains 53190 members 
Mstep: Class 21 contains 158759 members 
Mstep: Class 22 contains 81787 members 
Mstep: Class 23 contains 146666 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407616.000000 Penalty: 87655.367188
Iteration 400F: 26 clusters Score -1.804076e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160041 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170085 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 53108 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1351 members 
Mstep: Class 9 contains 6431 members 
Mstep: Class 10 contains 3999 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169435 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9079 members 
Mstep: Class 15 contains 164477 members 
Mstep: Class 16 contains 165111 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25504 members 
Mstep: Class 20 contains 53235 members 
Mstep: Class 21 contains 158776 members 
Mstep: Class 22 contains 81787 members 
Mstep: Class 23 contains 146661 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407472.000000 Penalty: 87655.367188
Iteration 401Q: 26 clusters Score -1.804075e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160046 members 
Mstep: Class 2 contains 2396 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170066 members 
Mstep: Class 5 contains 2829 members 
Mstep: Class 6 contains 53126 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1351 members 
Mstep: Class 9 contains 6432 members 
Mstep: Class 10 contains 3994 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169429 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9076 members 
Mstep: Class 15 contains 164494 members 
Mstep: Class 16 contains 165097 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25509 members 
Mstep: Class 20 contains 53268 members 
Mstep: Class 21 contains 158794 members 
Mstep: Class 22 contains 81782 members 
Mstep: Class 23 contains 146615 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407568.000000 Penalty: 87655.367188
Iteration 402Q: 26 clusters Score -1.804076e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160050 members 
Mstep: Class 2 contains 2392 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170051 members 
Mstep: Class 5 contains 2829 members 
Mstep: Class 6 contains 53145 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1351 members 
Mstep: Class 9 contains 6432 members 
Mstep: Class 10 contains 3993 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169436 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9071 members 
Mstep: Class 15 contains 164492 members 
Mstep: Class 16 contains 165092 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25513 members 
Mstep: Class 20 contains 53320 members 
Mstep: Class 21 contains 158806 members 
Mstep: Class 22 contains 81781 members 
Mstep: Class 23 contains 146550 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407728.000000 Penalty: 87655.367188
Iteration 403Q: 26 clusters Score -1.804077e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160047 members 
Mstep: Class 2 contains 2389 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170043 members 
Mstep: Class 5 contains 2829 members 
Mstep: Class 6 contains 53165 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1351 members 
Mstep: Class 9 contains 6432 members 
Mstep: Class 10 contains 3995 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169434 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9068 members 
Mstep: Class 15 contains 164496 members 
Mstep: Class 16 contains 165091 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25518 members 
Mstep: Class 20 contains 53366 members 
Mstep: Class 21 contains 158804 members 
Mstep: Class 22 contains 81780 members 
Mstep: Class 23 contains 146496 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407504.000000 Penalty: 87655.367188
Iteration 404Q: 26 clusters Score -1.804075e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160057 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170031 members 
Mstep: Class 5 contains 2829 members 
Mstep: Class 6 contains 53184 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1351 members 
Mstep: Class 9 contains 6432 members 
Mstep: Class 10 contains 3990 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169425 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9068 members 
Mstep: Class 15 contains 164495 members 
Mstep: Class 16 contains 165089 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25525 members 
Mstep: Class 20 contains 53395 members 
Mstep: Class 21 contains 158810 members 
Mstep: Class 22 contains 81784 members 
Mstep: Class 23 contains 146453 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407456.000000 Penalty: 87655.367188
Iteration 405Q: 26 clusters Score -1.804075e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160055 members 
Mstep: Class 2 contains 2384 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170020 members 
Mstep: Class 5 contains 2829 members 
Mstep: Class 6 contains 53196 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1351 members 
Mstep: Class 9 contains 6432 members 
Mstep: Class 10 contains 3981 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169408 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9066 members 
Mstep: Class 15 contains 164460 members 
Mstep: Class 16 contains 165081 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25534 members 
Mstep: Class 20 contains 53428 members 
Mstep: Class 21 contains 158847 members 
Mstep: Class 22 contains 81787 members 
Mstep: Class 23 contains 146445 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407488.000000 Penalty: 87655.367188
Iteration 406Q: 26 clusters Score -1.804075e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160052 members 
Mstep: Class 2 contains 2380 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170031 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 53203 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1351 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169413 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9059 members 
Mstep: Class 15 contains 164437 members 
Mstep: Class 16 contains 165043 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25541 members 
Mstep: Class 20 contains 53465 members 
Mstep: Class 21 contains 158876 members 
Mstep: Class 22 contains 81785 members 
Mstep: Class 23 contains 146430 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407328.000000 Penalty: 87655.367188
Iteration 407Q: 26 clusters Score -1.804073e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160054 members 
Mstep: Class 2 contains 2376 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170039 members 
Mstep: Class 5 contains 2825 members 
Mstep: Class 6 contains 53217 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 10 contains 3978 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169407 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9051 members 
Mstep: Class 15 contains 164455 members 
Mstep: Class 16 contains 164993 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25549 members 
Mstep: Class 20 contains 53494 members 
Mstep: Class 21 contains 158883 members 
Mstep: Class 22 contains 81775 members 
Mstep: Class 23 contains 146426 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407520.000000 Penalty: 87655.367188
Iteration 408Q: 26 clusters Score -1.804075e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160062 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170053 members 
Mstep: Class 5 contains 2823 members 
Mstep: Class 6 contains 53227 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6434 members 
Mstep: Class 10 contains 3975 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169409 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9045 members 
Mstep: Class 15 contains 164456 members 
Mstep: Class 16 contains 164936 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25556 members 
Mstep: Class 20 contains 53518 members 
Mstep: Class 21 contains 158884 members 
Mstep: Class 22 contains 81770 members 
Mstep: Class 23 contains 146437 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407776.000000 Penalty: 87655.367188
Iteration 409Q: 26 clusters Score -1.804078e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160064 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170059 members 
Mstep: Class 5 contains 2822 members 
Mstep: Class 6 contains 53233 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 6436 members 
Mstep: Class 10 contains 3977 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169400 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9052 members 
Mstep: Class 15 contains 164440 members 
Mstep: Class 16 contains 164927 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25567 members 
Mstep: Class 20 contains 53550 members 
Mstep: Class 21 contains 158865 members 
Mstep: Class 22 contains 81755 members 
Mstep: Class 23 contains 146442 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407872.000000 Penalty: 87655.367188
Iteration 410Q: 26 clusters Score -1.804079e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160071 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170075 members 
Mstep: Class 5 contains 2821 members 
Mstep: Class 6 contains 53241 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 6437 members 
Mstep: Class 10 contains 3970 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169392 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9047 members 
Mstep: Class 15 contains 164428 members 
Mstep: Class 16 contains 164895 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25575 members 
Mstep: Class 20 contains 53563 members 
Mstep: Class 21 contains 158862 members 
Mstep: Class 22 contains 81746 members 
Mstep: Class 23 contains 146474 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407840.000000 Penalty: 87655.367188
Iteration 411Q: 26 clusters Score -1.804078e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160054 members 
Mstep: Class 2 contains 2352 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170076 members 
Mstep: Class 5 contains 2821 members 
Mstep: Class 6 contains 53256 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 6439 members 
Mstep: Class 10 contains 3964 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169378 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9037 members 
Mstep: Class 15 contains 164428 members 
Mstep: Class 16 contains 164902 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25579 members 
Mstep: Class 20 contains 53574 members 
Mstep: Class 21 contains 158849 members 
Mstep: Class 22 contains 81739 members 
Mstep: Class 23 contains 146507 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407472.000000 Penalty: 87655.367188
Iteration 412Q: 26 clusters Score -1.804075e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160030 members 
Mstep: Class 2 contains 2347 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170074 members 
Mstep: Class 5 contains 2821 members 
Mstep: Class 6 contains 53263 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 6442 members 
Mstep: Class 10 contains 3960 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169373 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9037 members 
Mstep: Class 15 contains 164430 members 
Mstep: Class 16 contains 164917 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25580 members 
Mstep: Class 20 contains 53592 members 
Mstep: Class 21 contains 158832 members 
Mstep: Class 22 contains 81728 members 
Mstep: Class 23 contains 146528 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407552.000000 Penalty: 87655.367188
Iteration 413Q: 26 clusters Score -1.804076e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160015 members 
Mstep: Class 2 contains 2342 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170083 members 
Mstep: Class 5 contains 2821 members 
Mstep: Class 6 contains 53273 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 6443 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169369 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9033 members 
Mstep: Class 15 contains 164442 members 
Mstep: Class 16 contains 164922 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25583 members 
Mstep: Class 20 contains 53609 members 
Mstep: Class 21 contains 158815 members 
Mstep: Class 22 contains 81726 members 
Mstep: Class 23 contains 146522 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407824.000000 Penalty: 87655.367188
Iteration 414Q: 26 clusters Score -1.804078e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 160005 members 
Mstep: Class 2 contains 2338 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170080 members 
Mstep: Class 5 contains 2821 members 
Mstep: Class 6 contains 53283 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 6443 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169359 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 164453 members 
Mstep: Class 16 contains 164896 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25583 members 
Mstep: Class 20 contains 53636 members 
Mstep: Class 21 contains 158795 members 
Mstep: Class 22 contains 81724 members 
Mstep: Class 23 contains 146556 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407792.000000 Penalty: 87655.367188
Iteration 415Q: 26 clusters Score -1.804078e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159971 members 
Mstep: Class 2 contains 2337 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170066 members 
Mstep: Class 5 contains 2821 members 
Mstep: Class 6 contains 53297 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 6443 members 
Mstep: Class 10 contains 3949 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169364 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 164464 members 
Mstep: Class 16 contains 164883 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25585 members 
Mstep: Class 20 contains 53660 members 
Mstep: Class 21 contains 158797 members 
Mstep: Class 22 contains 81725 members 
Mstep: Class 23 contains 146562 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407536.000000 Penalty: 87655.367188
Iteration 416Q: 26 clusters Score -1.804075e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159940 members 
Mstep: Class 2 contains 2336 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170054 members 
Mstep: Class 5 contains 2821 members 
Mstep: Class 6 contains 53317 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 6443 members 
Mstep: Class 10 contains 3948 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169372 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9028 members 
Mstep: Class 15 contains 164467 members 
Mstep: Class 16 contains 164882 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25583 members 
Mstep: Class 20 contains 53670 members 
Mstep: Class 21 contains 158788 members 
Mstep: Class 22 contains 81723 members 
Mstep: Class 23 contains 146582 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407856.000000 Penalty: 87655.367188
Iteration 417Q: 26 clusters Score -1.804079e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159918 members 
Mstep: Class 2 contains 2336 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170054 members 
Mstep: Class 5 contains 2821 members 
Mstep: Class 6 contains 53327 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 6443 members 
Mstep: Class 10 contains 3954 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169378 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9031 members 
Mstep: Class 15 contains 164474 members 
Mstep: Class 16 contains 164861 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25587 members 
Mstep: Class 20 contains 53684 members 
Mstep: Class 21 contains 158751 members 
Mstep: Class 22 contains 81718 members 
Mstep: Class 23 contains 146617 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407840.000000 Penalty: 87655.367188
Iteration 418Q: 26 clusters Score -1.804078e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159904 members 
Mstep: Class 2 contains 2336 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170038 members 
Mstep: Class 5 contains 2821 members 
Mstep: Class 6 contains 53345 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 6443 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169386 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9033 members 
Mstep: Class 15 contains 164463 members 
Mstep: Class 16 contains 164854 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25593 members 
Mstep: Class 20 contains 53707 members 
Mstep: Class 21 contains 158741 members 
Mstep: Class 22 contains 81720 members 
Mstep: Class 23 contains 146618 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407744.000000 Penalty: 87655.367188
Iteration 419Q: 26 clusters Score -1.804077e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159878 members 
Mstep: Class 2 contains 2336 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170028 members 
Mstep: Class 5 contains 2820 members 
Mstep: Class 6 contains 53367 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 6443 members 
Mstep: Class 10 contains 3946 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169374 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9045 members 
Mstep: Class 15 contains 164446 members 
Mstep: Class 16 contains 164860 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25600 members 
Mstep: Class 20 contains 53718 members 
Mstep: Class 21 contains 158736 members 
Mstep: Class 22 contains 81719 members 
Mstep: Class 23 contains 146638 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407904.000000 Penalty: 87655.367188
Iteration 420F: 26 clusters Score -1.804079e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159863 members 
Mstep: Class 2 contains 2336 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170024 members 
Mstep: Class 5 contains 2818 members 
Mstep: Class 6 contains 53397 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 6443 members 
Mstep: Class 10 contains 3945 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169372 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9055 members 
Mstep: Class 15 contains 164445 members 
Mstep: Class 16 contains 164857 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25599 members 
Mstep: Class 20 contains 53726 members 
Mstep: Class 21 contains 158713 members 
Mstep: Class 22 contains 81717 members 
Mstep: Class 23 contains 146644 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407712.000000 Penalty: 87655.367188
Iteration 421Q: 26 clusters Score -1.804077e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159852 members 
Mstep: Class 2 contains 2336 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170036 members 
Mstep: Class 5 contains 2817 members 
Mstep: Class 6 contains 53425 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 6443 members 
Mstep: Class 10 contains 3940 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169356 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9055 members 
Mstep: Class 15 contains 164442 members 
Mstep: Class 16 contains 164841 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25608 members 
Mstep: Class 20 contains 53739 members 
Mstep: Class 21 contains 158700 members 
Mstep: Class 22 contains 81713 members 
Mstep: Class 23 contains 146652 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407824.000000 Penalty: 87655.367188
Iteration 422Q: 26 clusters Score -1.804078e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159825 members 
Mstep: Class 2 contains 2336 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170053 members 
Mstep: Class 5 contains 2816 members 
Mstep: Class 6 contains 53453 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 6443 members 
Mstep: Class 10 contains 3933 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169356 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9054 members 
Mstep: Class 15 contains 164440 members 
Mstep: Class 16 contains 164822 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25611 members 
Mstep: Class 20 contains 53755 members 
Mstep: Class 21 contains 158688 members 
Mstep: Class 22 contains 81713 members 
Mstep: Class 23 contains 146657 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407824.000000 Penalty: 87655.367188
Iteration 423Q: 26 clusters Score -1.804078e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159821 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170077 members 
Mstep: Class 5 contains 2816 members 
Mstep: Class 6 contains 53474 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6444 members 
Mstep: Class 10 contains 3926 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169348 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9049 members 
Mstep: Class 15 contains 164440 members 
Mstep: Class 16 contains 164805 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25616 members 
Mstep: Class 20 contains 53772 members 
Mstep: Class 21 contains 158662 members 
Mstep: Class 22 contains 81713 members 
Mstep: Class 23 contains 146658 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407904.000000 Penalty: 87655.367188
Iteration 424Q: 26 clusters Score -1.804079e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159801 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170096 members 
Mstep: Class 5 contains 2816 members 
Mstep: Class 6 contains 53500 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6445 members 
Mstep: Class 10 contains 3925 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169336 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9044 members 
Mstep: Class 15 contains 164426 members 
Mstep: Class 16 contains 164793 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25623 members 
Mstep: Class 20 contains 53784 members 
Mstep: Class 21 contains 158658 members 
Mstep: Class 22 contains 81711 members 
Mstep: Class 23 contains 146663 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408064.000000 Penalty: 87655.367188
Iteration 425Q: 26 clusters Score -1.804081e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159791 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170110 members 
Mstep: Class 5 contains 2815 members 
Mstep: Class 6 contains 53515 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6445 members 
Mstep: Class 10 contains 3926 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169335 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9037 members 
Mstep: Class 15 contains 164423 members 
Mstep: Class 16 contains 164742 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25622 members 
Mstep: Class 20 contains 53800 members 
Mstep: Class 21 contains 158680 members 
Mstep: Class 22 contains 81711 members 
Mstep: Class 23 contains 146669 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408096.000000 Penalty: 87655.367188
Iteration 426Q: 26 clusters Score -1.804081e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159793 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170105 members 
Mstep: Class 5 contains 2815 members 
Mstep: Class 6 contains 53539 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6445 members 
Mstep: Class 10 contains 3926 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169332 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9035 members 
Mstep: Class 15 contains 164399 members 
Mstep: Class 16 contains 164693 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25624 members 
Mstep: Class 20 contains 53823 members 
Mstep: Class 21 contains 158700 members 
Mstep: Class 22 contains 81711 members 
Mstep: Class 23 contains 146681 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408080.000000 Penalty: 87655.367188
Iteration 427Q: 26 clusters Score -1.804081e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159780 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170119 members 
Mstep: Class 5 contains 2814 members 
Mstep: Class 6 contains 53555 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6445 members 
Mstep: Class 10 contains 3915 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169332 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9038 members 
Mstep: Class 15 contains 164384 members 
Mstep: Class 16 contains 164661 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25625 members 
Mstep: Class 20 contains 53835 members 
Mstep: Class 21 contains 158707 members 
Mstep: Class 22 contains 81709 members 
Mstep: Class 23 contains 146702 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408192.000000 Penalty: 87655.367188
Iteration 428Q: 26 clusters Score -1.804082e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159777 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170136 members 
Mstep: Class 5 contains 2813 members 
Mstep: Class 6 contains 53566 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6445 members 
Mstep: Class 10 contains 3908 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169330 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9039 members 
Mstep: Class 15 contains 164371 members 
Mstep: Class 16 contains 164620 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25625 members 
Mstep: Class 20 contains 53853 members 
Mstep: Class 21 contains 158738 members 
Mstep: Class 22 contains 81706 members 
Mstep: Class 23 contains 146694 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408064.000000 Penalty: 87655.367188
Iteration 429Q: 26 clusters Score -1.804081e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159765 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170155 members 
Mstep: Class 5 contains 2812 members 
Mstep: Class 6 contains 53577 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6446 members 
Mstep: Class 10 contains 3908 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169325 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9041 members 
Mstep: Class 15 contains 164366 members 
Mstep: Class 16 contains 164596 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25630 members 
Mstep: Class 20 contains 53870 members 
Mstep: Class 21 contains 158753 members 
Mstep: Class 22 contains 81699 members 
Mstep: Class 23 contains 146678 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408032.000000 Penalty: 87655.367188
Iteration 430Q: 26 clusters Score -1.80408e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159765 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170177 members 
Mstep: Class 5 contains 2811 members 
Mstep: Class 6 contains 53590 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6447 members 
Mstep: Class 10 contains 3902 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169307 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9037 members 
Mstep: Class 15 contains 164355 members 
Mstep: Class 16 contains 164570 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25630 members 
Mstep: Class 20 contains 53876 members 
Mstep: Class 21 contains 158766 members 
Mstep: Class 22 contains 81697 members 
Mstep: Class 23 contains 146691 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408288.000000 Penalty: 87655.367188
Iteration 431Q: 26 clusters Score -1.804083e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159763 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170184 members 
Mstep: Class 5 contains 2811 members 
Mstep: Class 6 contains 53594 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6447 members 
Mstep: Class 10 contains 3903 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169292 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9034 members 
Mstep: Class 15 contains 164345 members 
Mstep: Class 16 contains 164564 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25630 members 
Mstep: Class 20 contains 53896 members 
Mstep: Class 21 contains 158773 members 
Mstep: Class 22 contains 81695 members 
Mstep: Class 23 contains 146690 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408384.000000 Penalty: 87655.367188
Iteration 432Q: 26 clusters Score -1.804084e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159758 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170188 members 
Mstep: Class 5 contains 2810 members 
Mstep: Class 6 contains 53595 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 3900 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169277 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9033 members 
Mstep: Class 15 contains 164340 members 
Mstep: Class 16 contains 164590 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25628 members 
Mstep: Class 20 contains 53909 members 
Mstep: Class 21 contains 158784 members 
Mstep: Class 22 contains 81694 members 
Mstep: Class 23 contains 146667 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408368.000000 Penalty: 87655.367188
Iteration 433Q: 26 clusters Score -1.804084e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159742 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170183 members 
Mstep: Class 5 contains 2809 members 
Mstep: Class 6 contains 53594 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 3893 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169264 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9036 members 
Mstep: Class 15 contains 164331 members 
Mstep: Class 16 contains 164604 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25626 members 
Mstep: Class 20 contains 53928 members 
Mstep: Class 21 contains 158799 members 
Mstep: Class 22 contains 81694 members 
Mstep: Class 23 contains 146670 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408480.000000 Penalty: 87655.367188
Iteration 434Q: 26 clusters Score -1.804085e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159744 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170168 members 
Mstep: Class 5 contains 2808 members 
Mstep: Class 6 contains 53596 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 3886 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169249 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9042 members 
Mstep: Class 15 contains 164325 members 
Mstep: Class 16 contains 164597 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25619 members 
Mstep: Class 20 contains 53945 members 
Mstep: Class 21 contains 158820 members 
Mstep: Class 22 contains 81700 members 
Mstep: Class 23 contains 146674 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408640.000000 Penalty: 87655.367188
Iteration 435Q: 26 clusters Score -1.804086e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159738 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170151 members 
Mstep: Class 5 contains 2806 members 
Mstep: Class 6 contains 53597 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169254 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9038 members 
Mstep: Class 15 contains 164336 members 
Mstep: Class 16 contains 164598 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25618 members 
Mstep: Class 20 contains 53949 members 
Mstep: Class 21 contains 158833 members 
Mstep: Class 22 contains 81703 members 
Mstep: Class 23 contains 146680 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408368.000000 Penalty: 87655.367188
Iteration 436Q: 26 clusters Score -1.804084e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159742 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170137 members 
Mstep: Class 5 contains 2803 members 
Mstep: Class 6 contains 53594 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 3857 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169265 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9036 members 
Mstep: Class 15 contains 164348 members 
Mstep: Class 16 contains 164584 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25615 members 
Mstep: Class 20 contains 53955 members 
Mstep: Class 21 contains 158855 members 
Mstep: Class 22 contains 81698 members 
Mstep: Class 23 contains 146684 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408672.000000 Penalty: 87655.367188
Iteration 437Q: 26 clusters Score -1.804087e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159740 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170133 members 
Mstep: Class 5 contains 2800 members 
Mstep: Class 6 contains 53598 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 3847 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169270 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9031 members 
Mstep: Class 15 contains 164357 members 
Mstep: Class 16 contains 164580 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25617 members 
Mstep: Class 20 contains 53957 members 
Mstep: Class 21 contains 158860 members 
Mstep: Class 22 contains 81694 members 
Mstep: Class 23 contains 146689 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408512.000000 Penalty: 87655.367188
Iteration 438Q: 26 clusters Score -1.804085e+08 nChanged 367
Entering ConstructFrom: 
Score: -180408512.000000 Penalty: 87655.367188
Entering ConstructFrom: 
Trying to split cluster 1 (159737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159737 members 
Entering Unmasked Estep 
Score: -21172196.000000 Penalty: 2971.358398
	Iteration 0F: 2 clusters Score -2.11722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79855 members 
Mstep: Class 2 contains 79882 members 
Entering Unmasked Estep 
Score: -21067850.000000 Penalty: 5942.716797
	Iteration 0F: 3 clusters Score -2.106785e+07 nChanged 76295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79200 members 
Mstep: Class 2 contains 80537 members 
Entering Unmasked Estep 
Score: -21112228.000000 Penalty: 5942.716797
	Iteration 1F: 3 clusters Score -2.111223e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78686 members 
Mstep: Class 2 contains 81051 members 
Entering Unmasked Estep 
Score: -21113094.000000 Penalty: 5942.716797
	Iteration 2Q: 3 clusters Score -2.111309e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77970 members 
Mstep: Class 2 contains 81767 members 
Entering Unmasked Estep 
Score: -21113820.000000 Penalty: 5942.716797
	Iteration 3Q: 3 clusters Score -2.111382e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76810 members 
Mstep: Class 2 contains 82927 members 
Entering Unmasked Estep 
Score: -21114696.000000 Penalty: 5942.716797
	Iteration 4Q: 3 clusters Score -2.11147e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74985 members 
Mstep: Class 2 contains 84752 members 
Entering Unmasked Estep 
Score: -21115712.000000 Penalty: 5942.716797
	Iteration 5Q: 3 clusters Score -2.111571e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72317 members 
Mstep: Class 2 contains 87420 members 
Entering Unmasked Estep 
Score: -21116978.000000 Penalty: 5942.716797
	Iteration 6Q: 3 clusters Score -2.111698e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68388 members 
Mstep: Class 2 contains 91349 members 
Entering Unmasked Estep 
Score: -21118870.000000 Penalty: 5942.716797
	Iteration 7Q: 3 clusters Score -2.111887e+07 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62817 members 
Mstep: Class 2 contains 96920 members 
Entering Unmasked Estep 
Score: -21121626.000000 Penalty: 5942.716797
	Iteration 8Q: 3 clusters Score -2.112163e+07 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 104450 members 
Entering Unmasked Estep 
Score: -21125988.000000 Penalty: 5942.716797
	Iteration 9F: 3 clusters Score -2.112599e+07 nChanged 10197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 113887 members 
Entering Unmasked Estep 
Score: -21132536.000000 Penalty: 5942.716797
	Iteration 10F: 3 clusters Score -2.113254e+07 nChanged 11180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 124637 members 
Entering Unmasked Estep 
Score: -21141062.000000 Penalty: 5942.716797
	Iteration 11F: 3 clusters Score -2.114106e+07 nChanged 10734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 135149 members 
Entering Unmasked Estep 
Score: -21150150.000000 Penalty: 5942.716797
	Iteration 12F: 3 clusters Score -2.115015e+07 nChanged 8827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 143884 members 
Entering Unmasked Estep 
Score: -21158084.000000 Penalty: 5942.716797
	Iteration 13F: 3 clusters Score -2.115808e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 150105 members 
Entering Unmasked Estep 
Score: -21163780.000000 Penalty: 5942.716797
	Iteration 14Q: 3 clusters Score -2.116378e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 154001 members 
Entering Unmasked Estep 
Score: -21167108.000000 Penalty: 5942.716797
	Iteration 15Q: 3 clusters Score -2.116711e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 156267 members 
Entering Unmasked Estep 
Score: -21168572.000000 Penalty: 5942.716797
	Iteration 16Q: 3 clusters Score -2.116857e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 157491 members 
Entering Unmasked Estep 
Score: -21169336.000000 Penalty: 5942.716797
	Iteration 17Q: 3 clusters Score -2.116934e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 158186 members 
Entering Unmasked Estep 
Score: -21169670.000000 Penalty: 5942.716797
	Iteration 18Q: 3 clusters Score -2.116967e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 158541 members 
Entering Unmasked Estep 
Score: -21169800.000000 Penalty: 5942.716797
	Iteration 19Q: 3 clusters Score -2.11698e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 158741 members 
Entering Unmasked Estep 
Score: -21169886.000000 Penalty: 5942.716797
	Iteration 20F: 3 clusters Score -2.116989e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 158871 members 
Entering Unmasked Estep 
Score: -21169864.000000 Penalty: 5942.716797
	Iteration 21Q: 3 clusters Score -2.116986e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 158934 members 
Entering Unmasked Estep 
Score: -21169916.000000 Penalty: 5942.716797
	Iteration 22Q: 3 clusters Score -2.116992e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 158985 members 
Entering Unmasked Estep 
Score: -21169930.000000 Penalty: 5942.716797
	Iteration 23Q: 3 clusters Score -2.116993e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 159023 members 
Entering Unmasked Estep 
Score: -21169940.000000 Penalty: 5942.716797
	Iteration 24Q: 3 clusters Score -2.116994e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 159045 members 
Entering Unmasked Estep 
Score: -21169926.000000 Penalty: 5942.716797
	Iteration 25Q: 3 clusters Score -2.116993e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 159064 members 
Entering Unmasked Estep 
Score: -21169938.000000 Penalty: 5942.716797
	Iteration 26Q: 3 clusters Score -2.116994e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 159086 members 
Entering Unmasked Estep 
Score: -21169958.000000 Penalty: 5942.716797
	Iteration 27Q: 3 clusters Score -2.116996e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 159106 members 
Entering Unmasked Estep 
Score: -21169966.000000 Penalty: 5942.716797
	Iteration 28Q: 3 clusters Score -2.116997e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 159120 members 
Entering Unmasked Estep 
Score: -21169986.000000 Penalty: 5942.716797
	Iteration 29Q: 3 clusters Score -2.116999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 159132 members 
Entering Unmasked Estep 
Score: -21169982.000000 Penalty: 5942.716797
	Iteration 30Q: 3 clusters Score -2.116998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 159141 members 
Entering Unmasked Estep 
Score: -21169970.000000 Penalty: 5942.716797
	Iteration 31Q: 3 clusters Score -2.116997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 159153 members 
Entering Unmasked Estep 
Score: -21169990.000000 Penalty: 5942.716797
	Iteration 32Q: 3 clusters Score -2.116999e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 159158 members 
Entering Unmasked Estep 
Score: -21169990.000000 Penalty: 5942.716797
	Iteration 33Q: 3 clusters Score -2.116999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 159167 members 
Entering Unmasked Estep 
Score: -21169986.000000 Penalty: 5942.716797
	Iteration 34Q: 3 clusters Score -2.116999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 159168 members 
Entering Unmasked Estep 
Score: -21169982.000000 Penalty: 5942.716797
	Iteration 35Q: 3 clusters Score -2.116998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 159169 members 
Entering Unmasked Estep 
Score: -21169980.000000 Penalty: 5942.716797
	Iteration 36Q: 3 clusters Score -2.116998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 159170 members 
Entering Unmasked Estep 
Score: -21169982.000000 Penalty: 5942.716797
	Iteration 37Q: 3 clusters Score -2.116998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 159172 members 
Entering Unmasked Estep 
Score: -21169982.000000 Penalty: 5942.716797
	Iteration 38Q: 3 clusters Score -2.116998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 159174 members 
Entering Unmasked Estep 
Score: -21169994.000000 Penalty: 5942.716797
	Iteration 39Q: 3 clusters Score -2.116999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 159175 members 
Entering Unmasked Estep 
Score: -21169990.000000 Penalty: 5942.716797
	Iteration 40F: 3 clusters Score -2.116999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 159177 members 
Entering Unmasked Estep 
Score: -21169996.000000 Penalty: 5942.716797
	Iteration 41Q: 3 clusters Score -2.117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 159179 members 
Entering Unmasked Estep 
Score: -21169998.000000 Penalty: 5942.716797
	Iteration 42Q: 3 clusters Score -2.117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 159179 members 
Entering Unmasked Estep 
Score: -21169992.000000 Penalty: 5942.716797
	Iteration 43Q: 3 clusters Score -2.116999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 159177 members 
Entering Unmasked Estep 
Score: -21169994.000000 Penalty: 5942.716797
	Iteration 44Q: 3 clusters Score -2.116999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 159177 members 
Entering Unmasked Estep 
Score: -21169994.000000 Penalty: 5942.716797
	Iteration 45F: 3 clusters Score -2.116999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Entering Unmasked Estep 
Score: -304377.125000 Penalty: 1923.430298
	Iteration 0F: 2 clusters Score -304377.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -301541.000000 Penalty: 3846.860596
	Iteration 0F: 3 clusters Score -301541 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -302141.812500 Penalty: 3846.860596
	Iteration 1F: 3 clusters Score -302141.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -302308.968750 Penalty: 3846.860596
	Iteration 2F: 3 clusters Score -302309 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -302418.031250 Penalty: 3846.860596
	Iteration 3F: 3 clusters Score -302418 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -302477.437500 Penalty: 3846.860596
	Iteration 4Q: 3 clusters Score -302477.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -302517.843750 Penalty: 3846.860596
	Iteration 5Q: 3 clusters Score -302517.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -302538.500000 Penalty: 3846.860596
	Iteration 6Q: 3 clusters Score -302538.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -302550.531250 Penalty: 3846.860596
	Iteration 7Q: 3 clusters Score -302550.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -302561.656250 Penalty: 3846.860596
	Iteration 8Q: 3 clusters Score -302561.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -302570.312500 Penalty: 3846.860596
	Iteration 9Q: 3 clusters Score -302570.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -302583.031250 Penalty: 3846.860596
	Iteration 10Q: 3 clusters Score -302583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -302594.500000 Penalty: 3846.860596
	Iteration 11Q: 3 clusters Score -302594.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -302602.812500 Penalty: 3846.860596
	Iteration 12Q: 3 clusters Score -302602.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -302614.093750 Penalty: 3846.860596
	Iteration 13Q: 3 clusters Score -302614.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -302635.312500 Penalty: 3846.860596
	Iteration 14Q: 3 clusters Score -302635.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -302654.031250 Penalty: 3846.860596
	Iteration 15Q: 3 clusters Score -302654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -302670.468750 Penalty: 3846.860596
	Iteration 16Q: 3 clusters Score -302670.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -302690.906250 Penalty: 3846.860596
	Iteration 17Q: 3 clusters Score -302690.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -302717.843750 Penalty: 3846.860596
	Iteration 18Q: 3 clusters Score -302717.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -302750.218750 Penalty: 3846.860596
	Iteration 19Q: 3 clusters Score -302750.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -302789.875000 Penalty: 3846.860596
	Iteration 20F: 3 clusters Score -302789.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -302828.500000 Penalty: 3846.860596
	Iteration 21Q: 3 clusters Score -302828.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -302864.593750 Penalty: 3846.860596
	Iteration 22Q: 3 clusters Score -302864.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -302903.750000 Penalty: 3846.860596
	Iteration 23Q: 3 clusters Score -302903.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -302961.906250 Penalty: 3846.860596
	Iteration 24Q: 3 clusters Score -302961.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -303027.968750 Penalty: 3846.860596
	Iteration 25Q: 3 clusters Score -303028 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -303081.500000 Penalty: 3846.860596
	Iteration 26Q: 3 clusters Score -303081.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -303129.125000 Penalty: 3846.860596
	Iteration 27Q: 3 clusters Score -303129.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -303172.062500 Penalty: 3846.860596
	Iteration 28Q: 3 clusters Score -303172.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -303212.062500 Penalty: 3846.860596
	Iteration 29Q: 3 clusters Score -303212.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -303250.968750 Penalty: 3846.860596
	Iteration 30Q: 3 clusters Score -303251 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -303292.062500 Penalty: 3846.860596
	Iteration 31Q: 3 clusters Score -303292.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -303333.500000 Penalty: 3846.860596
	Iteration 32Q: 3 clusters Score -303333.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -303371.406250 Penalty: 3846.860596
	Iteration 33Q: 3 clusters Score -303371.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -303392.687500 Penalty: 3846.860596
	Iteration 34Q: 3 clusters Score -303392.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -303408.468750 Penalty: 3846.860596
	Iteration 35Q: 3 clusters Score -303408.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -303416.187500 Penalty: 3846.860596
	Iteration 36Q: 3 clusters Score -303416.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -303423.875000 Penalty: 3846.860596
	Iteration 37Q: 3 clusters Score -303423.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -303431.218750 Penalty: 3846.860596
	Iteration 38Q: 3 clusters Score -303431.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -303440.968750 Penalty: 3846.860596
	Iteration 39Q: 3 clusters Score -303441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -303445.968750 Penalty: 3846.860596
	Iteration 40F: 3 clusters Score -303446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -303451.625000 Penalty: 3846.860596
	Iteration 41Q: 3 clusters Score -303451.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -303452.937500 Penalty: 3846.860596
	Iteration 42Q: 3 clusters Score -303452.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -303455.375000 Penalty: 3846.860596
	Iteration 43Q: 3 clusters Score -303455.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -303457.906250 Penalty: 3846.860596
	Iteration 44Q: 3 clusters Score -303457.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -303459.218750 Penalty: 3846.860596
	Iteration 45Q: 3 clusters Score -303459.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -303460.312500 Penalty: 3846.860596
	Iteration 46Q: 3 clusters Score -303460.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -303461.843750 Penalty: 3846.860596
	Iteration 47Q: 3 clusters Score -303461.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -303462.312500 Penalty: 3846.860596
	Iteration 48Q: 3 clusters Score -303462.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -303463.312500 Penalty: 3846.860596
	Iteration 49Q: 3 clusters Score -303463.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -303463.312500 Penalty: 3846.860596
	Iteration 50F: 3 clusters Score -303463.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -118072.093750 Penalty: 1686.442139
	Iteration 0F: 2 clusters Score -118072.1 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 447 members 
Entering Unmasked Estep 
Score: -116212.265625 Penalty: 3372.884277
	Iteration 0F: 3 clusters Score -116212.3 nChanged 201
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: -116498.320312 Penalty: 3372.884277
	Iteration 1F: 3 clusters Score -116498.3 nChanged 74
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: -116768.203125 Penalty: 3372.884277
	Iteration 2F: 3 clusters Score -116768.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -116957.750000 Penalty: 3372.884277
	Iteration 3F: 3 clusters Score -116957.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -117052.218750 Penalty: 3372.884277
	Iteration 4F: 3 clusters Score -117052.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -117142.406250 Penalty: 3372.884277
	Iteration 5Q: 3 clusters Score -117142.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -117182.437500 Penalty: 3372.884277
	Iteration 6Q: 3 clusters Score -117182.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -117197.101562 Penalty: 3372.884277
	Iteration 7Q: 3 clusters Score -117197.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -117209.742188 Penalty: 3372.884277
	Iteration 8Q: 3 clusters Score -117209.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -117223.210938 Penalty: 3372.884277
	Iteration 9Q: 3 clusters Score -117223.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -117233.742188 Penalty: 3372.884277
	Iteration 10Q: 3 clusters Score -117233.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -117238.062500 Penalty: 3372.884277
	Iteration 11Q: 3 clusters Score -117238.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -117245.109375 Penalty: 3372.884277
	Iteration 12Q: 3 clusters Score -117245.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -117255.976562 Penalty: 3372.884277
	Iteration 13Q: 3 clusters Score -117256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -117274.226562 Penalty: 3372.884277
	Iteration 14Q: 3 clusters Score -117274.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -117292.054688 Penalty: 3372.884277
	Iteration 15Q: 3 clusters Score -117292.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -117299.437500 Penalty: 3372.884277
	Iteration 16Q: 3 clusters Score -117299.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -117305.664062 Penalty: 3372.884277
	Iteration 17Q: 3 clusters Score -117305.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -117312.078125 Penalty: 3372.884277
	Iteration 18Q: 3 clusters Score -117312.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -117318.187500 Penalty: 3372.884277
	Iteration 19Q: 3 clusters Score -117318.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -117318.187500 Penalty: 3372.884277
	Iteration 20F: 3 clusters Score -117318.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (170122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170122 members 
Entering Unmasked Estep 
Score: -22580306.000000 Penalty: 2986.979248
	Iteration 0F: 2 clusters Score -2.258031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85359 members 
Mstep: Class 2 contains 84763 members 
Entering Unmasked Estep 
Score: -22468062.000000 Penalty: 5973.958496
	Iteration 0F: 3 clusters Score -2.246806e+07 nChanged 81500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91735 members 
Mstep: Class 2 contains 78387 members 
Entering Unmasked Estep 
Score: -22516098.000000 Penalty: 5973.958496
	Iteration 1F: 3 clusters Score -2.25161e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95682 members 
Mstep: Class 2 contains 74440 members 
Entering Unmasked Estep 
Score: -22518236.000000 Penalty: 5973.958496
	Iteration 2Q: 3 clusters Score -2.251824e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101376 members 
Mstep: Class 2 contains 68746 members 
Entering Unmasked Estep 
Score: -22521380.000000 Penalty: 5973.958496
	Iteration 3Q: 3 clusters Score -2.252138e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109350 members 
Mstep: Class 2 contains 60772 members 
Entering Unmasked Estep 
Score: -22526474.000000 Penalty: 5973.958496
	Iteration 4F: 3 clusters Score -2.252647e+07 nChanged 11238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119566 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -22534416.000000 Penalty: 5973.958496
	Iteration 5F: 3 clusters Score -2.253442e+07 nChanged 12492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131218 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -22544524.000000 Penalty: 5973.958496
	Iteration 6F: 3 clusters Score -2.254452e+07 nChanged 12021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142643 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -22554672.000000 Penalty: 5973.958496
	Iteration 7F: 3 clusters Score -2.255467e+07 nChanged 9848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152175 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -22562952.000000 Penalty: 5973.958496
	Iteration 8F: 3 clusters Score -2.256295e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159155 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -22569244.000000 Penalty: 5973.958496
	Iteration 9Q: 3 clusters Score -2.256924e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163859 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -22573188.000000 Penalty: 5973.958496
	Iteration 10Q: 3 clusters Score -2.257319e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166627 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -22575402.000000 Penalty: 5973.958496
	Iteration 11Q: 3 clusters Score -2.25754e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168112 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -22576474.000000 Penalty: 5973.958496
	Iteration 12Q: 3 clusters Score -2.257647e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168851 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -22576994.000000 Penalty: 5973.958496
	Iteration 13Q: 3 clusters Score -2.257699e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169202 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -22577256.000000 Penalty: 5973.958496
	Iteration 14Q: 3 clusters Score -2.257726e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169386 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -22577430.000000 Penalty: 5973.958496
	Iteration 15Q: 3 clusters Score -2.257743e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169483 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -22577518.000000 Penalty: 5973.958496
	Iteration 16Q: 3 clusters Score -2.257752e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169540 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -22577560.000000 Penalty: 5973.958496
	Iteration 17Q: 3 clusters Score -2.257756e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169560 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -22577574.000000 Penalty: 5973.958496
	Iteration 18Q: 3 clusters Score -2.257757e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169581 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -22577606.000000 Penalty: 5973.958496
	Iteration 19Q: 3 clusters Score -2.257761e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169598 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -22577622.000000 Penalty: 5973.958496
	Iteration 20F: 3 clusters Score -2.257762e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169609 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -22577626.000000 Penalty: 5973.958496
	Iteration 21Q: 3 clusters Score -2.257763e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169616 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -22577640.000000 Penalty: 5973.958496
	Iteration 22Q: 3 clusters Score -2.257764e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169624 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -22577622.000000 Penalty: 5973.958496
	Iteration 23Q: 3 clusters Score -2.257762e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169630 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -22577638.000000 Penalty: 5973.958496
	Iteration 24Q: 3 clusters Score -2.257764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169635 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -22577644.000000 Penalty: 5973.958496
	Iteration 25Q: 3 clusters Score -2.257764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169644 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -22577640.000000 Penalty: 5973.958496
	Iteration 26Q: 3 clusters Score -2.257764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169645 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -22577628.000000 Penalty: 5973.958496
	Iteration 27Q: 3 clusters Score -2.257763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169647 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -22577628.000000 Penalty: 5973.958496
	Iteration 28Q: 3 clusters Score -2.257763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169653 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -22577624.000000 Penalty: 5973.958496
	Iteration 29Q: 3 clusters Score -2.257762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169655 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -22577632.000000 Penalty: 5973.958496
	Iteration 30Q: 3 clusters Score -2.257763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169655 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -22577632.000000 Penalty: 5973.958496
	Iteration 31F: 3 clusters Score -2.257763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Entering Unmasked Estep 
Score: -370121.812500 Penalty: 1968.291748
	Iteration 0F: 2 clusters Score -370121.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -366975.031250 Penalty: 3936.583496
	Iteration 0F: 3 clusters Score -366975 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -367578.718750 Penalty: 3936.583496
	Iteration 1F: 3 clusters Score -367578.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -367739.812500 Penalty: 3936.583496
	Iteration 2F: 3 clusters Score -367739.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -367816.656250 Penalty: 3936.583496
	Iteration 3Q: 3 clusters Score -367816.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -367861.312500 Penalty: 3936.583496
	Iteration 4Q: 3 clusters Score -367861.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -367892.937500 Penalty: 3936.583496
	Iteration 5Q: 3 clusters Score -367892.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -367920.187500 Penalty: 3936.583496
	Iteration 6Q: 3 clusters Score -367920.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -367939.531250 Penalty: 3936.583496
	Iteration 7Q: 3 clusters Score -367939.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -367951.968750 Penalty: 3936.583496
	Iteration 8Q: 3 clusters Score -367952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -367964.000000 Penalty: 3936.583496
	Iteration 9Q: 3 clusters Score -367964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -367971.843750 Penalty: 3936.583496
	Iteration 10Q: 3 clusters Score -367971.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -367978.125000 Penalty: 3936.583496
	Iteration 11Q: 3 clusters Score -367978.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -367985.250000 Penalty: 3936.583496
	Iteration 12Q: 3 clusters Score -367985.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -367994.125000 Penalty: 3936.583496
	Iteration 13Q: 3 clusters Score -367994.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -368001.968750 Penalty: 3936.583496
	Iteration 14Q: 3 clusters Score -368002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -368007.031250 Penalty: 3936.583496
	Iteration 15Q: 3 clusters Score -368007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -368010.937500 Penalty: 3936.583496
	Iteration 16Q: 3 clusters Score -368010.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -368015.593750 Penalty: 3936.583496
	Iteration 17Q: 3 clusters Score -368015.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -368019.812500 Penalty: 3936.583496
	Iteration 18Q: 3 clusters Score -368019.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -368028.343750 Penalty: 3936.583496
	Iteration 19Q: 3 clusters Score -368028.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -368039.343750 Penalty: 3936.583496
	Iteration 20F: 3 clusters Score -368039.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -368049.093750 Penalty: 3936.583496
	Iteration 21Q: 3 clusters Score -368049.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -368057.843750 Penalty: 3936.583496
	Iteration 22Q: 3 clusters Score -368057.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -368072.687500 Penalty: 3936.583496
	Iteration 23Q: 3 clusters Score -368072.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -368083.468750 Penalty: 3936.583496
	Iteration 24Q: 3 clusters Score -368083.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -368094.500000 Penalty: 3936.583496
	Iteration 25Q: 3 clusters Score -368094.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -368108.000000 Penalty: 3936.583496
	Iteration 26Q: 3 clusters Score -368108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -368121.937500 Penalty: 3936.583496
	Iteration 27Q: 3 clusters Score -368121.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -368132.718750 Penalty: 3936.583496
	Iteration 28Q: 3 clusters Score -368132.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -368143.500000 Penalty: 3936.583496
	Iteration 29Q: 3 clusters Score -368143.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -368153.875000 Penalty: 3936.583496
	Iteration 30Q: 3 clusters Score -368153.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -368164.718750 Penalty: 3936.583496
	Iteration 31Q: 3 clusters Score -368164.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -368177.812500 Penalty: 3936.583496
	Iteration 32Q: 3 clusters Score -368177.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -368188.687500 Penalty: 3936.583496
	Iteration 33Q: 3 clusters Score -368188.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -368199.656250 Penalty: 3936.583496
	Iteration 34Q: 3 clusters Score -368199.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -368213.687500 Penalty: 3936.583496
	Iteration 35Q: 3 clusters Score -368213.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -368223.937500 Penalty: 3936.583496
	Iteration 36Q: 3 clusters Score -368223.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -368229.093750 Penalty: 3936.583496
	Iteration 37Q: 3 clusters Score -368229.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -368232.406250 Penalty: 3936.583496
	Iteration 38Q: 3 clusters Score -368232.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -368238.562500 Penalty: 3936.583496
	Iteration 39Q: 3 clusters Score -368238.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -368242.218750 Penalty: 3936.583496
	Iteration 40F: 3 clusters Score -368242.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -368245.843750 Penalty: 3936.583496
	Iteration 41Q: 3 clusters Score -368245.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -368250.625000 Penalty: 3936.583496
	Iteration 42Q: 3 clusters Score -368250.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -368256.437500 Penalty: 3936.583496
	Iteration 43Q: 3 clusters Score -368256.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -368262.593750 Penalty: 3936.583496
	Iteration 44Q: 3 clusters Score -368262.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -368271.281250 Penalty: 3936.583496
	Iteration 45Q: 3 clusters Score -368271.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -368279.968750 Penalty: 3936.583496
	Iteration 46Q: 3 clusters Score -368280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -368293.437500 Penalty: 3936.583496
	Iteration 47Q: 3 clusters Score -368293.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -368303.312500 Penalty: 3936.583496
	Iteration 48Q: 3 clusters Score -368303.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -368314.250000 Penalty: 3936.583496
	Iteration 49Q: 3 clusters Score -368314.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -368318.250000 Penalty: 3936.583496
	Iteration 50Q: 3 clusters Score -368318.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -368320.093750 Penalty: 3936.583496
	Iteration 51Q: 3 clusters Score -368320.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -368320.625000 Penalty: 3936.583496
	Iteration 52Q: 3 clusters Score -368320.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -368320.937500 Penalty: 3936.583496
	Iteration 53Q: 3 clusters Score -368320.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -368320.937500 Penalty: 3936.583496
	Iteration 54F: 3 clusters Score -368320.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (53608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53608 members 
Entering Unmasked Estep 
Score: -7230587.000000 Penalty: 2700.584473
	Iteration 0F: 2 clusters Score -7230587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -7194488.000000 Penalty: 5401.168945
	Iteration 0F: 3 clusters Score -7194488 nChanged 24905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -7208087.500000 Penalty: 5401.168945
	Iteration 1F: 3 clusters Score -7208088 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -7208459.000000 Penalty: 5401.168945
	Iteration 2Q: 3 clusters Score -7208459 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -7208893.000000 Penalty: 5401.168945
	Iteration 3Q: 3 clusters Score -7208893 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -7209301.000000 Penalty: 5401.168945
	Iteration 4Q: 3 clusters Score -7209301 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -7209816.000000 Penalty: 5401.168945
	Iteration 5Q: 3 clusters Score -7209816 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -7210603.500000 Penalty: 5401.168945
	Iteration 6Q: 3 clusters Score -7210604 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -7211894.500000 Penalty: 5401.168945
	Iteration 7Q: 3 clusters Score -7211894 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -7214015.000000 Penalty: 5401.168945
	Iteration 8F: 3 clusters Score -7214015 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -7217279.500000 Penalty: 5401.168945
	Iteration 9F: 3 clusters Score -7217280 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -7221285.000000 Penalty: 5401.168945
	Iteration 10F: 3 clusters Score -7221285 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -7224511.000000 Penalty: 5401.168945
	Iteration 11F: 3 clusters Score -7224511 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -7226629.000000 Penalty: 5401.168945
	Iteration 12Q: 3 clusters Score -7226629 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
Score: -7227857.500000 Penalty: 5401.168945
	Iteration 13Q: 3 clusters Score -7227858 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -7228339.000000 Penalty: 5401.168945
	Iteration 14Q: 3 clusters Score -7228339 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -7228600.500000 Penalty: 5401.168945
	Iteration 15Q: 3 clusters Score -7228600 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -7228688.500000 Penalty: 5401.168945
	Iteration 16Q: 3 clusters Score -7228688 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 50979 members 
Entering Unmasked Estep 
Score: -7228740.000000 Penalty: 5401.168945
	Iteration 17Q: 3 clusters Score -7228740 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -7228780.000000 Penalty: 5401.168945
	Iteration 18Q: 3 clusters Score -7228780 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 51115 members 
Entering Unmasked Estep 
Score: -7228804.000000 Penalty: 5401.168945
	Iteration 19Q: 3 clusters Score -7228804 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -7228840.000000 Penalty: 5401.168945
	Iteration 20F: 3 clusters Score -7228840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -7228850.000000 Penalty: 5401.168945
	Iteration 21Q: 3 clusters Score -7228850 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 51233 members 
Entering Unmasked Estep 
Score: -7228858.000000 Penalty: 5401.168945
	Iteration 22Q: 3 clusters Score -7228858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -7228873.500000 Penalty: 5401.168945
	Iteration 23Q: 3 clusters Score -7228874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -7228879.500000 Penalty: 5401.168945
	Iteration 24Q: 3 clusters Score -7228880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -7228887.500000 Penalty: 5401.168945
	Iteration 25Q: 3 clusters Score -7228888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -7228881.500000 Penalty: 5401.168945
	Iteration 26Q: 3 clusters Score -7228882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -7228884.500000 Penalty: 5401.168945
	Iteration 27Q: 3 clusters Score -7228884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -7228886.500000 Penalty: 5401.168945
	Iteration 28Q: 3 clusters Score -7228886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 51362 members 
Entering Unmasked Estep 
Score: -7228891.500000 Penalty: 5401.168945
	Iteration 29Q: 3 clusters Score -7228892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -7228892.500000 Penalty: 5401.168945
	Iteration 30Q: 3 clusters Score -7228892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 51385 members 
Entering Unmasked Estep 
Score: -7228888.000000 Penalty: 5401.168945
	Iteration 31Q: 3 clusters Score -7228888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -7228889.500000 Penalty: 5401.168945
	Iteration 32Q: 3 clusters Score -7228890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -7228896.000000 Penalty: 5401.168945
	Iteration 33Q: 3 clusters Score -7228896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -7228892.500000 Penalty: 5401.168945
	Iteration 34Q: 3 clusters Score -7228892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 51431 members 
Entering Unmasked Estep 
Score: -7228912.500000 Penalty: 5401.168945
	Iteration 35Q: 3 clusters Score -7228912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -7228910.000000 Penalty: 5401.168945
	Iteration 36Q: 3 clusters Score -7228910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -7228912.000000 Penalty: 5401.168945
	Iteration 37Q: 3 clusters Score -7228912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -7228906.500000 Penalty: 5401.168945
	Iteration 38Q: 3 clusters Score -7228906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 51452 members 
Entering Unmasked Estep 
Score: -7228906.500000 Penalty: 5401.168945
	Iteration 39F: 3 clusters Score -7228906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -134312.078125 Penalty: 1739.673950
	Iteration 0F: 2 clusters Score -134312.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -132269.156250 Penalty: 3479.347900
	Iteration 0F: 3 clusters Score -132269.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -132606.968750 Penalty: 3479.347900
	Iteration 1F: 3 clusters Score -132607 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -132803.015625 Penalty: 3479.347900
	Iteration 2F: 3 clusters Score -132803 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -132979.812500 Penalty: 3479.347900
	Iteration 3F: 3 clusters Score -132979.8 nChanged 66
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: -133194.812500 Penalty: 3479.347900
	Iteration 4F: 3 clusters Score -133194.8 nChanged 69
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: -133521.343750 Penalty: 3479.347900
	Iteration 5F: 3 clusters Score -133521.3 nChanged 81
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: -134084.625000 Penalty: 3479.347900
	Iteration 6F: 3 clusters Score -134084.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -134836.578125 Penalty: 3479.347900
	Iteration 7F: 3 clusters Score -134836.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -135154.093750 Penalty: 3479.347900
	Iteration 8F: 3 clusters Score -135154.1 nChanged 31
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: -135400.890625 Penalty: 3479.347900
	Iteration 9Q: 3 clusters Score -135400.9 nChanged 14
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: -135480.093750 Penalty: 3479.347900
	Iteration 10Q: 3 clusters Score -135480.1 nChanged 9
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: -135501.828125 Penalty: 3479.347900
	Iteration 11Q: 3 clusters Score -135501.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -135532.765625 Penalty: 3479.347900
	Iteration 12Q: 3 clusters Score -135532.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -135538.671875 Penalty: 3479.347900
	Iteration 13Q: 3 clusters Score -135538.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -135540.031250 Penalty: 3479.347900
	Iteration 14Q: 3 clusters Score -135540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -135542.203125 Penalty: 3479.347900
	Iteration 15Q: 3 clusters Score -135542.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -135543.343750 Penalty: 3479.347900
	Iteration 16Q: 3 clusters Score -135543.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -135546.593750 Penalty: 3479.347900
	Iteration 17Q: 3 clusters Score -135546.6 nChanged 1
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: -135546.968750 Penalty: 3479.347900
	Iteration 18Q: 3 clusters Score -135547 nChanged 0
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: -135546.968750 Penalty: 3479.347900
	Iteration 19F: 3 clusters Score -135547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159737 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170122 members 
Mstep: Class 5 contains 2798 members 
Mstep: Class 6 contains 53608 members 
Mstep: Class 7 contains 574 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 3835 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169265 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9034 members 
Mstep: Class 15 contains 164347 members 
Mstep: Class 16 contains 164575 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25614 members 
Mstep: Class 20 contains 53967 members 
Mstep: Class 21 contains 158863 members 
Mstep: Class 22 contains 81697 members 
Mstep: Class 23 contains 146711 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 539 members 
Entering Unmasked Estep 
Score: -180407632.000000 Penalty: 91161.578125
Splitting cluster 7 changes total score from -180408512.000000 to -180407632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -171022.406250 Penalty: 1787.181641
	Iteration 0F: 2 clusters Score -171022.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -168825.359375 Penalty: 3574.363281
	Iteration 0F: 3 clusters Score -168825.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -169174.859375 Penalty: 3574.363281
	Iteration 1F: 3 clusters Score -169174.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -169280.125000 Penalty: 3574.363281
	Iteration 2F: 3 clusters Score -169280.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -169350.437500 Penalty: 3574.363281
	Iteration 3Q: 3 clusters Score -169350.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -169395.203125 Penalty: 3574.363281
	Iteration 4Q: 3 clusters Score -169395.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -169442.375000 Penalty: 3574.363281
	Iteration 5Q: 3 clusters Score -169442.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -169484.562500 Penalty: 3574.363281
	Iteration 6Q: 3 clusters Score -169484.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -169521.015625 Penalty: 3574.363281
	Iteration 7Q: 3 clusters Score -169521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -169544.890625 Penalty: 3574.363281
	Iteration 8Q: 3 clusters Score -169544.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -169570.625000 Penalty: 3574.363281
	Iteration 9Q: 3 clusters Score -169570.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -169595.296875 Penalty: 3574.363281
	Iteration 10Q: 3 clusters Score -169595.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -169614.421875 Penalty: 3574.363281
	Iteration 11Q: 3 clusters Score -169614.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -169635.343750 Penalty: 3574.363281
	Iteration 12Q: 3 clusters Score -169635.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -169652.640625 Penalty: 3574.363281
	Iteration 13Q: 3 clusters Score -169652.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -169663.765625 Penalty: 3574.363281
	Iteration 14Q: 3 clusters Score -169663.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -169685.906250 Penalty: 3574.363281
	Iteration 15Q: 3 clusters Score -169685.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -169709.093750 Penalty: 3574.363281
	Iteration 16Q: 3 clusters Score -169709.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -169735.734375 Penalty: 3574.363281
	Iteration 17Q: 3 clusters Score -169735.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -169757.515625 Penalty: 3574.363281
	Iteration 18Q: 3 clusters Score -169757.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -169771.171875 Penalty: 3574.363281
	Iteration 19Q: 3 clusters Score -169771.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -169790.093750 Penalty: 3574.363281
	Iteration 20F: 3 clusters Score -169790.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -169817.953125 Penalty: 3574.363281
	Iteration 21Q: 3 clusters Score -169818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -169838.703125 Penalty: 3574.363281
	Iteration 22Q: 3 clusters Score -169838.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -169855.703125 Penalty: 3574.363281
	Iteration 23Q: 3 clusters Score -169855.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -169881.968750 Penalty: 3574.363281
	Iteration 24Q: 3 clusters Score -169882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -169900.250000 Penalty: 3574.363281
	Iteration 25Q: 3 clusters Score -169900.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -169912.453125 Penalty: 3574.363281
	Iteration 26Q: 3 clusters Score -169912.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -169919.296875 Penalty: 3574.363281
	Iteration 27Q: 3 clusters Score -169919.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -169921.250000 Penalty: 3574.363281
	Iteration 28Q: 3 clusters Score -169921.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -169922.609375 Penalty: 3574.363281
	Iteration 29Q: 3 clusters Score -169922.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -169922.906250 Penalty: 3574.363281
	Iteration 30Q: 3 clusters Score -169922.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -169923.468750 Penalty: 3574.363281
	Iteration 31Q: 3 clusters Score -169923.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -169923.468750 Penalty: 3574.363281
	Iteration 32F: 3 clusters Score -169923.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Entering Unmasked Estep 
Score: -816495.062500 Penalty: 2175.338379
	Iteration 0F: 2 clusters Score -816495.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -810990.625000 Penalty: 4350.676758
	Iteration 0F: 3 clusters Score -810990.6 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -812381.312500 Penalty: 4350.676758
	Iteration 1F: 3 clusters Score -812381.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -812630.562500 Penalty: 4350.676758
	Iteration 2F: 3 clusters Score -812630.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -812824.312500 Penalty: 4350.676758
	Iteration 3F: 3 clusters Score -812824.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -813010.062500 Penalty: 4350.676758
	Iteration 4Q: 3 clusters Score -813010.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -813256.812500 Penalty: 4350.676758
	Iteration 5Q: 3 clusters Score -813256.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -813572.125000 Penalty: 4350.676758
	Iteration 6F: 3 clusters Score -813572.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -813934.625000 Penalty: 4350.676758
	Iteration 7F: 3 clusters Score -813934.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -814289.625000 Penalty: 4350.676758
	Iteration 8F: 3 clusters Score -814289.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -814542.812500 Penalty: 4350.676758
	Iteration 9F: 3 clusters Score -814542.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -814703.250000 Penalty: 4350.676758
	Iteration 10Q: 3 clusters Score -814703.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -814830.937500 Penalty: 4350.676758
	Iteration 11Q: 3 clusters Score -814830.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -814907.937500 Penalty: 4350.676758
	Iteration 12Q: 3 clusters Score -814907.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -814962.812500 Penalty: 4350.676758
	Iteration 13Q: 3 clusters Score -814962.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -814993.562500 Penalty: 4350.676758
	Iteration 14Q: 3 clusters Score -814993.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -815011.875000 Penalty: 4350.676758
	Iteration 15Q: 3 clusters Score -815011.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -815030.312500 Penalty: 4350.676758
	Iteration 16Q: 3 clusters Score -815030.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -815041.750000 Penalty: 4350.676758
	Iteration 17Q: 3 clusters Score -815041.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -815053.125000 Penalty: 4350.676758
	Iteration 18Q: 3 clusters Score -815053.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -815062.437500 Penalty: 4350.676758
	Iteration 19Q: 3 clusters Score -815062.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -815074.062500 Penalty: 4350.676758
	Iteration 20F: 3 clusters Score -815074.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -815082.312500 Penalty: 4350.676758
	Iteration 21Q: 3 clusters Score -815082.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -815091.187500 Penalty: 4350.676758
	Iteration 22Q: 3 clusters Score -815091.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -815099.250000 Penalty: 4350.676758
	Iteration 23Q: 3 clusters Score -815099.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -815105.687500 Penalty: 4350.676758
	Iteration 24Q: 3 clusters Score -815105.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -815119.062500 Penalty: 4350.676758
	Iteration 25Q: 3 clusters Score -815119.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -815126.500000 Penalty: 4350.676758
	Iteration 26Q: 3 clusters Score -815126.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -815131.625000 Penalty: 4350.676758
	Iteration 27Q: 3 clusters Score -815131.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -815137.375000 Penalty: 4350.676758
	Iteration 28Q: 3 clusters Score -815137.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -815144.000000 Penalty: 4350.676758
	Iteration 29Q: 3 clusters Score -815144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -815148.562500 Penalty: 4350.676758
	Iteration 30Q: 3 clusters Score -815148.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -815154.937500 Penalty: 4350.676758
	Iteration 31Q: 3 clusters Score -815154.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -815155.500000 Penalty: 4350.676758
	Iteration 32Q: 3 clusters Score -815155.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -815157.750000 Penalty: 4350.676758
	Iteration 33Q: 3 clusters Score -815157.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -815157.250000 Penalty: 4350.676758
	Iteration 34Q: 3 clusters Score -815157.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -815157.250000 Penalty: 4350.676758
	Iteration 35F: 3 clusters Score -815157.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Entering Unmasked Estep 
Score: -504511.500000 Penalty: 2046.477295
	Iteration 0F: 2 clusters Score -504511.5 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 1929 members 
Entering Unmasked Estep 
Score: -500742.468750 Penalty: 4092.954590
	Iteration 0F: 3 clusters Score -500742.5 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -501527.812500 Penalty: 4092.954590
	Iteration 1F: 3 clusters Score -501527.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -501749.250000 Penalty: 4092.954590
	Iteration 2F: 3 clusters Score -501749.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -501885.718750 Penalty: 4092.954590
	Iteration 3F: 3 clusters Score -501885.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -501981.468750 Penalty: 4092.954590
	Iteration 4Q: 3 clusters Score -501981.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -502059.000000 Penalty: 4092.954590
	Iteration 5Q: 3 clusters Score -502059 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -502117.125000 Penalty: 4092.954590
	Iteration 6Q: 3 clusters Score -502117.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -502156.125000 Penalty: 4092.954590
	Iteration 7Q: 3 clusters Score -502156.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -502189.750000 Penalty: 4092.954590
	Iteration 8Q: 3 clusters Score -502189.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -502219.125000 Penalty: 4092.954590
	Iteration 9Q: 3 clusters Score -502219.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -502243.562500 Penalty: 4092.954590
	Iteration 10Q: 3 clusters Score -502243.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -502259.218750 Penalty: 4092.954590
	Iteration 11Q: 3 clusters Score -502259.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -502273.093750 Penalty: 4092.954590
	Iteration 12Q: 3 clusters Score -502273.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -502289.187500 Penalty: 4092.954590
	Iteration 13Q: 3 clusters Score -502289.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -502305.875000 Penalty: 4092.954590
	Iteration 14Q: 3 clusters Score -502305.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -502321.531250 Penalty: 4092.954590
	Iteration 15Q: 3 clusters Score -502321.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -502335.343750 Penalty: 4092.954590
	Iteration 16Q: 3 clusters Score -502335.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -502355.281250 Penalty: 4092.954590
	Iteration 17Q: 3 clusters Score -502355.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -502369.781250 Penalty: 4092.954590
	Iteration 18Q: 3 clusters Score -502369.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -502382.437500 Penalty: 4092.954590
	Iteration 19Q: 3 clusters Score -502382.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -502389.968750 Penalty: 4092.954590
	Iteration 20F: 3 clusters Score -502390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -502396.437500 Penalty: 4092.954590
	Iteration 21Q: 3 clusters Score -502396.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -502406.187500 Penalty: 4092.954590
	Iteration 22Q: 3 clusters Score -502406.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -502411.937500 Penalty: 4092.954590
	Iteration 23Q: 3 clusters Score -502411.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -502413.468750 Penalty: 4092.954590
	Iteration 24Q: 3 clusters Score -502413.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -502413.750000 Penalty: 4092.954590
	Iteration 25Q: 3 clusters Score -502413.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -502415.781250 Penalty: 4092.954590
	Iteration 26Q: 3 clusters Score -502415.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -502417.906250 Penalty: 4092.954590
	Iteration 27Q: 3 clusters Score -502417.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -502419.937500 Penalty: 4092.954590
	Iteration 28Q: 3 clusters Score -502419.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -502421.593750 Penalty: 4092.954590
	Iteration 29Q: 3 clusters Score -502421.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -502424.562500 Penalty: 4092.954590
	Iteration 30Q: 3 clusters Score -502424.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -502427.875000 Penalty: 4092.954590
	Iteration 31Q: 3 clusters Score -502427.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -502428.843750 Penalty: 4092.954590
	Iteration 32Q: 3 clusters Score -502428.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -502430.312500 Penalty: 4092.954590
	Iteration 33Q: 3 clusters Score -502430.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -502430.500000 Penalty: 4092.954590
	Iteration 34Q: 3 clusters Score -502430.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -502430.500000 Penalty: 4092.954590
	Iteration 35F: 3 clusters Score -502430.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -74900.015625 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -74900.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73247.406250 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -73247.41 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -73432.546875 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -73432.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -73482.632812 Penalty: 3184.317383
	Iteration 2Q: 3 clusters Score -73482.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -73500.726562 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -73500.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -73513.179688 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -73513.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -73521.070312 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -73521.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -73521.070312 Penalty: 3184.317383
	Iteration 6F: 3 clusters Score -73521.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -22674518.000000 Penalty: 2985.726807
	Iteration 0F: 2 clusters Score -2.267452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84713 members 
Mstep: Class 2 contains 84552 members 
Entering Unmasked Estep 
Score: -22568208.000000 Penalty: 5971.453613
	Iteration 0F: 3 clusters Score -2.256821e+07 nChanged 80893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85314 members 
Mstep: Class 2 contains 83951 members 
Entering Unmasked Estep 
Score: -22614412.000000 Penalty: 5971.453613
	Iteration 1F: 3 clusters Score -2.261441e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85567 members 
Mstep: Class 2 contains 83698 members 
Entering Unmasked Estep 
Score: -22615194.000000 Penalty: 5971.453613
	Iteration 2Q: 3 clusters Score -2.261519e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86029 members 
Mstep: Class 2 contains 83236 members 
Entering Unmasked Estep 
Score: -22616146.000000 Penalty: 5971.453613
	Iteration 3Q: 3 clusters Score -2.261615e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86730 members 
Mstep: Class 2 contains 82535 members 
Entering Unmasked Estep 
Score: -22617498.000000 Penalty: 5971.453613
	Iteration 4Q: 3 clusters Score -2.26175e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87493 members 
Mstep: Class 2 contains 81772 members 
Entering Unmasked Estep 
Score: -22619702.000000 Penalty: 5971.453613
	Iteration 5Q: 3 clusters Score -2.26197e+07 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88348 members 
Mstep: Class 2 contains 80917 members 
Entering Unmasked Estep 
Score: -22623104.000000 Penalty: 5971.453613
	Iteration 6Q: 3 clusters Score -2.26231e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89323 members 
Mstep: Class 2 contains 79942 members 
Entering Unmasked Estep 
Score: -22627446.000000 Penalty: 5971.453613
	Iteration 7Q: 3 clusters Score -2.262745e+07 nChanged 9415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90200 members 
Mstep: Class 2 contains 79065 members 
Entering Unmasked Estep 
Score: -22632916.000000 Penalty: 5971.453613
	Iteration 8F: 3 clusters Score -2.263292e+07 nChanged 10152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91022 members 
Mstep: Class 2 contains 78243 members 
Entering Unmasked Estep 
Score: -22638860.000000 Penalty: 5971.453613
	Iteration 9F: 3 clusters Score -2.263886e+07 nChanged 9961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91605 members 
Mstep: Class 2 contains 77660 members 
Entering Unmasked Estep 
Score: -22644634.000000 Penalty: 5971.453613
	Iteration 10F: 3 clusters Score -2.264463e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91891 members 
Mstep: Class 2 contains 77374 members 
Entering Unmasked Estep 
Score: -22649832.000000 Penalty: 5971.453613
	Iteration 11F: 3 clusters Score -2.264983e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91710 members 
Mstep: Class 2 contains 77555 members 
Entering Unmasked Estep 
Score: -22653644.000000 Penalty: 5971.453613
	Iteration 12Q: 3 clusters Score -2.265364e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91459 members 
Mstep: Class 2 contains 77806 members 
Entering Unmasked Estep 
Score: -22655604.000000 Penalty: 5971.453613
	Iteration 13Q: 3 clusters Score -2.26556e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91327 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -22656532.000000 Penalty: 5971.453613
	Iteration 14Q: 3 clusters Score -2.265653e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91158 members 
Mstep: Class 2 contains 78107 members 
Entering Unmasked Estep 
Score: -22657030.000000 Penalty: 5971.453613
	Iteration 15Q: 3 clusters Score -2.265703e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90960 members 
Mstep: Class 2 contains 78305 members 
Entering Unmasked Estep 
Score: -22657130.000000 Penalty: 5971.453613
	Iteration 16Q: 3 clusters Score -2.265713e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90750 members 
Mstep: Class 2 contains 78515 members 
Entering Unmasked Estep 
Score: -22657230.000000 Penalty: 5971.453613
	Iteration 17Q: 3 clusters Score -2.265723e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90561 members 
Mstep: Class 2 contains 78704 members 
Entering Unmasked Estep 
Score: -22657332.000000 Penalty: 5971.453613
	Iteration 18Q: 3 clusters Score -2.265733e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90345 members 
Mstep: Class 2 contains 78920 members 
Entering Unmasked Estep 
Score: -22657450.000000 Penalty: 5971.453613
	Iteration 19Q: 3 clusters Score -2.265745e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90140 members 
Mstep: Class 2 contains 79125 members 
Entering Unmasked Estep 
Score: -22657564.000000 Penalty: 5971.453613
	Iteration 20F: 3 clusters Score -2.265756e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89876 members 
Mstep: Class 2 contains 79389 members 
Entering Unmasked Estep 
Score: -22657722.000000 Penalty: 5971.453613
	Iteration 21Q: 3 clusters Score -2.265772e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89579 members 
Mstep: Class 2 contains 79686 members 
Entering Unmasked Estep 
Score: -22657812.000000 Penalty: 5971.453613
	Iteration 22Q: 3 clusters Score -2.265781e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89253 members 
Mstep: Class 2 contains 80012 members 
Entering Unmasked Estep 
Score: -22657930.000000 Penalty: 5971.453613
	Iteration 23Q: 3 clusters Score -2.265793e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88864 members 
Mstep: Class 2 contains 80401 members 
Entering Unmasked Estep 
Score: -22658012.000000 Penalty: 5971.453613
	Iteration 24Q: 3 clusters Score -2.265801e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88428 members 
Mstep: Class 2 contains 80837 members 
Entering Unmasked Estep 
Score: -22658062.000000 Penalty: 5971.453613
	Iteration 25Q: 3 clusters Score -2.265806e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87963 members 
Mstep: Class 2 contains 81302 members 
Entering Unmasked Estep 
Score: -22658206.000000 Penalty: 5971.453613
	Iteration 26Q: 3 clusters Score -2.265821e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87501 members 
Mstep: Class 2 contains 81764 members 
Entering Unmasked Estep 
Score: -22658242.000000 Penalty: 5971.453613
	Iteration 27Q: 3 clusters Score -2.265824e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86980 members 
Mstep: Class 2 contains 82285 members 
Entering Unmasked Estep 
Score: -22658386.000000 Penalty: 5971.453613
	Iteration 28Q: 3 clusters Score -2.265839e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86424 members 
Mstep: Class 2 contains 82841 members 
Entering Unmasked Estep 
Score: -22658428.000000 Penalty: 5971.453613
	Iteration 29Q: 3 clusters Score -2.265843e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85801 members 
Mstep: Class 2 contains 83464 members 
Entering Unmasked Estep 
Score: -22658512.000000 Penalty: 5971.453613
	Iteration 30Q: 3 clusters Score -2.265851e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85126 members 
Mstep: Class 2 contains 84139 members 
Entering Unmasked Estep 
Score: -22658586.000000 Penalty: 5971.453613
	Iteration 31Q: 3 clusters Score -2.265859e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84362 members 
Mstep: Class 2 contains 84903 members 
Entering Unmasked Estep 
Score: -22658688.000000 Penalty: 5971.453613
	Iteration 32Q: 3 clusters Score -2.265869e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83558 members 
Mstep: Class 2 contains 85707 members 
Entering Unmasked Estep 
Score: -22658792.000000 Penalty: 5971.453613
	Iteration 33Q: 3 clusters Score -2.265879e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82707 members 
Mstep: Class 2 contains 86558 members 
Entering Unmasked Estep 
Score: -22658926.000000 Penalty: 5971.453613
	Iteration 34Q: 3 clusters Score -2.265893e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81825 members 
Mstep: Class 2 contains 87440 members 
Entering Unmasked Estep 
Score: -22659010.000000 Penalty: 5971.453613
	Iteration 35Q: 3 clusters Score -2.265901e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80894 members 
Mstep: Class 2 contains 88371 members 
Entering Unmasked Estep 
Score: -22659208.000000 Penalty: 5971.453613
	Iteration 36Q: 3 clusters Score -2.265921e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79886 members 
Mstep: Class 2 contains 89379 members 
Entering Unmasked Estep 
Score: -22659376.000000 Penalty: 5971.453613
	Iteration 37Q: 3 clusters Score -2.265938e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78801 members 
Mstep: Class 2 contains 90464 members 
Entering Unmasked Estep 
Score: -22659462.000000 Penalty: 5971.453613
	Iteration 38Q: 3 clusters Score -2.265946e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77696 members 
Mstep: Class 2 contains 91569 members 
Entering Unmasked Estep 
Score: -22659678.000000 Penalty: 5971.453613
	Iteration 39Q: 3 clusters Score -2.265968e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76524 members 
Mstep: Class 2 contains 92741 members 
Entering Unmasked Estep 
Score: -22659814.000000 Penalty: 5971.453613
	Iteration 40F: 3 clusters Score -2.265981e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75349 members 
Mstep: Class 2 contains 93916 members 
Entering Unmasked Estep 
Score: -22660036.000000 Penalty: 5971.453613
	Iteration 41Q: 3 clusters Score -2.266004e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74088 members 
Mstep: Class 2 contains 95177 members 
Entering Unmasked Estep 
Score: -22660246.000000 Penalty: 5971.453613
	Iteration 42Q: 3 clusters Score -2.266025e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72781 members 
Mstep: Class 2 contains 96484 members 
Entering Unmasked Estep 
Score: -22660428.000000 Penalty: 5971.453613
	Iteration 43Q: 3 clusters Score -2.266043e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71427 members 
Mstep: Class 2 contains 97838 members 
Entering Unmasked Estep 
Score: -22660650.000000 Penalty: 5971.453613
	Iteration 44Q: 3 clusters Score -2.266065e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70085 members 
Mstep: Class 2 contains 99180 members 
Entering Unmasked Estep 
Score: -22660848.000000 Penalty: 5971.453613
	Iteration 45Q: 3 clusters Score -2.266085e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68638 members 
Mstep: Class 2 contains 100627 members 
Entering Unmasked Estep 
Score: -22661096.000000 Penalty: 5971.453613
	Iteration 46Q: 3 clusters Score -2.26611e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67082 members 
Mstep: Class 2 contains 102183 members 
Entering Unmasked Estep 
Score: -22661418.000000 Penalty: 5971.453613
	Iteration 47Q: 3 clusters Score -2.266142e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65446 members 
Mstep: Class 2 contains 103819 members 
Entering Unmasked Estep 
Score: -22661630.000000 Penalty: 5971.453613
	Iteration 48Q: 3 clusters Score -2.266163e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63771 members 
Mstep: Class 2 contains 105494 members 
Entering Unmasked Estep 
Score: -22661934.000000 Penalty: 5971.453613
	Iteration 49Q: 3 clusters Score -2.266193e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62097 members 
Mstep: Class 2 contains 107168 members 
Entering Unmasked Estep 
Score: -22662246.000000 Penalty: 5971.453613
	Iteration 50Q: 3 clusters Score -2.266225e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60401 members 
Mstep: Class 2 contains 108864 members 
Entering Unmasked Estep 
Score: -22662580.000000 Penalty: 5971.453613
	Iteration 51Q: 3 clusters Score -2.266258e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58690 members 
Mstep: Class 2 contains 110575 members 
Entering Unmasked Estep 
Score: -22663006.000000 Penalty: 5971.453613
	Iteration 52Q: 3 clusters Score -2.266301e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 112252 members 
Entering Unmasked Estep 
Score: -22663336.000000 Penalty: 5971.453613
	Iteration 53Q: 3 clusters Score -2.266334e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 113966 members 
Entering Unmasked Estep 
Score: -22663588.000000 Penalty: 5971.453613
	Iteration 54Q: 3 clusters Score -2.266359e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 115685 members 
Entering Unmasked Estep 
Score: -22663814.000000 Penalty: 5971.453613
	Iteration 55Q: 3 clusters Score -2.266381e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 117451 members 
Entering Unmasked Estep 
Score: -22664154.000000 Penalty: 5971.453613
	Iteration 56Q: 3 clusters Score -2.266415e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 119185 members 
Entering Unmasked Estep 
Score: -22664582.000000 Penalty: 5971.453613
	Iteration 57Q: 3 clusters Score -2.266458e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 120915 members 
Entering Unmasked Estep 
Score: -22665000.000000 Penalty: 5971.453613
	Iteration 58Q: 3 clusters Score -2.2665e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Mstep: Class 2 contains 122704 members 
Entering Unmasked Estep 
Score: -22665580.000000 Penalty: 5971.453613
	Iteration 59Q: 3 clusters Score -2.266558e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 124600 members 
Entering Unmasked Estep 
Score: -22666026.000000 Penalty: 5971.453613
	Iteration 60F: 3 clusters Score -2.266603e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 126507 members 
Entering Unmasked Estep 
Score: -22666532.000000 Penalty: 5971.453613
	Iteration 61Q: 3 clusters Score -2.266653e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 128418 members 
Entering Unmasked Estep 
Score: -22667182.000000 Penalty: 5971.453613
	Iteration 62Q: 3 clusters Score -2.266718e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 130281 members 
Entering Unmasked Estep 
Score: -22667706.000000 Penalty: 5971.453613
	Iteration 63Q: 3 clusters Score -2.266771e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 132179 members 
Entering Unmasked Estep 
Score: -22668172.000000 Penalty: 5971.453613
	Iteration 64Q: 3 clusters Score -2.266817e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 134069 members 
Entering Unmasked Estep 
Score: -22668444.000000 Penalty: 5971.453613
	Iteration 65Q: 3 clusters Score -2.266844e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 135957 members 
Entering Unmasked Estep 
Score: -22668966.000000 Penalty: 5971.453613
	Iteration 66Q: 3 clusters Score -2.266897e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 137780 members 
Entering Unmasked Estep 
Score: -22669432.000000 Penalty: 5971.453613
	Iteration 67Q: 3 clusters Score -2.266943e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 139514 members 
Entering Unmasked Estep 
Score: -22669842.000000 Penalty: 5971.453613
	Iteration 68Q: 3 clusters Score -2.266984e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 141186 members 
Entering Unmasked Estep 
Score: -22670370.000000 Penalty: 5971.453613
	Iteration 69Q: 3 clusters Score -2.267037e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 142896 members 
Entering Unmasked Estep 
Score: -22671152.000000 Penalty: 5971.453613
	Iteration 70Q: 3 clusters Score -2.267115e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 144624 members 
Entering Unmasked Estep 
Score: -22671726.000000 Penalty: 5971.453613
	Iteration 71Q: 3 clusters Score -2.267173e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 146381 members 
Entering Unmasked Estep 
Score: -22672320.000000 Penalty: 5971.453613
	Iteration 72Q: 3 clusters Score -2.267232e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 148113 members 
Entering Unmasked Estep 
Score: -22672980.000000 Penalty: 5971.453613
	Iteration 73Q: 3 clusters Score -2.267298e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 149802 members 
Entering Unmasked Estep 
Score: -22673308.000000 Penalty: 5971.453613
	Iteration 74Q: 3 clusters Score -2.267331e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 151492 members 
Entering Unmasked Estep 
Score: -22673830.000000 Penalty: 5971.453613
	Iteration 75Q: 3 clusters Score -2.267383e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 153062 members 
Entering Unmasked Estep 
Score: -22674214.000000 Penalty: 5971.453613
	Iteration 76Q: 3 clusters Score -2.267421e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 154561 members 
Entering Unmasked Estep 
Score: -22674538.000000 Penalty: 5971.453613
	Iteration 77Q: 3 clusters Score -2.267454e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 155998 members 
Entering Unmasked Estep 
Score: -22674786.000000 Penalty: 5971.453613
	Iteration 78Q: 3 clusters Score -2.267479e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 157348 members 
Entering Unmasked Estep 
Score: -22674836.000000 Penalty: 5971.453613
	Iteration 79Q: 3 clusters Score -2.267484e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 158568 members 
Entering Unmasked Estep 
Score: -22674916.000000 Penalty: 5971.453613
	Iteration 80F: 3 clusters Score -2.267492e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 159637 members 
Entering Unmasked Estep 
Score: -22674984.000000 Penalty: 5971.453613
	Iteration 81Q: 3 clusters Score -2.267498e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 160604 members 
Entering Unmasked Estep 
Score: -22674980.000000 Penalty: 5971.453613
	Iteration 82Q: 3 clusters Score -2.267498e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 161452 members 
Entering Unmasked Estep 
Score: -22674944.000000 Penalty: 5971.453613
	Iteration 83Q: 3 clusters Score -2.267494e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 162194 members 
Entering Unmasked Estep 
Score: -22674860.000000 Penalty: 5971.453613
	Iteration 84Q: 3 clusters Score -2.267486e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 162794 members 
Entering Unmasked Estep 
Score: -22674768.000000 Penalty: 5971.453613
	Iteration 85Q: 3 clusters Score -2.267477e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 163310 members 
Entering Unmasked Estep 
Score: -22674748.000000 Penalty: 5971.453613
	Iteration 86Q: 3 clusters Score -2.267475e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 163752 members 
Entering Unmasked Estep 
Score: -22674698.000000 Penalty: 5971.453613
	Iteration 87Q: 3 clusters Score -2.26747e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 164120 members 
Entering Unmasked Estep 
Score: -22674668.000000 Penalty: 5971.453613
	Iteration 88Q: 3 clusters Score -2.267467e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 164471 members 
Entering Unmasked Estep 
Score: -22674544.000000 Penalty: 5971.453613
	Iteration 89Q: 3 clusters Score -2.267454e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 164763 members 
Entering Unmasked Estep 
Score: -22674428.000000 Penalty: 5971.453613
	Iteration 90Q: 3 clusters Score -2.267443e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 165054 members 
Entering Unmasked Estep 
Score: -22674394.000000 Penalty: 5971.453613
	Iteration 91Q: 3 clusters Score -2.267439e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 165293 members 
Entering Unmasked Estep 
Score: -22674358.000000 Penalty: 5971.453613
	Iteration 92Q: 3 clusters Score -2.267436e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 165510 members 
Entering Unmasked Estep 
Score: -22674274.000000 Penalty: 5971.453613
	Iteration 93Q: 3 clusters Score -2.267427e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 165687 members 
Entering Unmasked Estep 
Score: -22674196.000000 Penalty: 5971.453613
	Iteration 94Q: 3 clusters Score -2.26742e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 165846 members 
Entering Unmasked Estep 
Score: -22674106.000000 Penalty: 5971.453613
	Iteration 95Q: 3 clusters Score -2.267411e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 165981 members 
Entering Unmasked Estep 
Score: -22674026.000000 Penalty: 5971.453613
	Iteration 96Q: 3 clusters Score -2.267403e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 166108 members 
Entering Unmasked Estep 
Score: -22673970.000000 Penalty: 5971.453613
	Iteration 97Q: 3 clusters Score -2.267397e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 166201 members 
Entering Unmasked Estep 
Score: -22673880.000000 Penalty: 5971.453613
	Iteration 98Q: 3 clusters Score -2.267388e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 166267 members 
Entering Unmasked Estep 
Score: -22673848.000000 Penalty: 5971.453613
	Iteration 99Q: 3 clusters Score -2.267385e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 166314 members 
Entering Unmasked Estep 
Score: -22673832.000000 Penalty: 5971.453613
	Iteration 100F: 3 clusters Score -2.267383e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 166354 members 
Entering Unmasked Estep 
Score: -22673820.000000 Penalty: 5971.453613
	Iteration 101Q: 3 clusters Score -2.267382e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 166382 members 
Entering Unmasked Estep 
Score: -22673808.000000 Penalty: 5971.453613
	Iteration 102Q: 3 clusters Score -2.267381e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 166409 members 
Entering Unmasked Estep 
Score: -22673812.000000 Penalty: 5971.453613
	Iteration 103Q: 3 clusters Score -2.267381e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 166436 members 
Entering Unmasked Estep 
Score: -22673788.000000 Penalty: 5971.453613
	Iteration 104Q: 3 clusters Score -2.267379e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 166467 members 
Entering Unmasked Estep 
Score: -22673774.000000 Penalty: 5971.453613
	Iteration 105Q: 3 clusters Score -2.267377e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 166491 members 
Entering Unmasked Estep 
Score: -22673778.000000 Penalty: 5971.453613
	Iteration 106Q: 3 clusters Score -2.267378e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 166524 members 
Entering Unmasked Estep 
Score: -22673768.000000 Penalty: 5971.453613
	Iteration 107Q: 3 clusters Score -2.267377e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 166548 members 
Entering Unmasked Estep 
Score: -22673746.000000 Penalty: 5971.453613
	Iteration 108Q: 3 clusters Score -2.267375e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 166573 members 
Entering Unmasked Estep 
Score: -22673738.000000 Penalty: 5971.453613
	Iteration 109Q: 3 clusters Score -2.267374e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 166588 members 
Entering Unmasked Estep 
Score: -22673706.000000 Penalty: 5971.453613
	Iteration 110Q: 3 clusters Score -2.267371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 166597 members 
Entering Unmasked Estep 
Score: -22673710.000000 Penalty: 5971.453613
	Iteration 111Q: 3 clusters Score -2.267371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 166608 members 
Entering Unmasked Estep 
Score: -22673708.000000 Penalty: 5971.453613
	Iteration 112Q: 3 clusters Score -2.267371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 166620 members 
Entering Unmasked Estep 
Score: -22673716.000000 Penalty: 5971.453613
	Iteration 113Q: 3 clusters Score -2.267372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 166629 members 
Entering Unmasked Estep 
Score: -22673728.000000 Penalty: 5971.453613
	Iteration 114Q: 3 clusters Score -2.267373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 166632 members 
Entering Unmasked Estep 
Score: -22673712.000000 Penalty: 5971.453613
	Iteration 115Q: 3 clusters Score -2.267371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 166634 members 
Entering Unmasked Estep 
Score: -22673692.000000 Penalty: 5971.453613
	Iteration 116Q: 3 clusters Score -2.267369e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 166637 members 
Entering Unmasked Estep 
Score: -22673702.000000 Penalty: 5971.453613
	Iteration 117Q: 3 clusters Score -2.26737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 166639 members 
Entering Unmasked Estep 
Score: -22673714.000000 Penalty: 5971.453613
	Iteration 118Q: 3 clusters Score -2.267371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 166645 members 
Entering Unmasked Estep 
Score: -22673728.000000 Penalty: 5971.453613
	Iteration 119Q: 3 clusters Score -2.267373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 166652 members 
Entering Unmasked Estep 
Score: -22673712.000000 Penalty: 5971.453613
	Iteration 120F: 3 clusters Score -2.267371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 166658 members 
Entering Unmasked Estep 
Score: -22673724.000000 Penalty: 5971.453613
	Iteration 121Q: 3 clusters Score -2.267372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 166664 members 
Entering Unmasked Estep 
Score: -22673748.000000 Penalty: 5971.453613
	Iteration 122Q: 3 clusters Score -2.267375e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 166673 members 
Entering Unmasked Estep 
Score: -22673728.000000 Penalty: 5971.453613
	Iteration 123Q: 3 clusters Score -2.267373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 166678 members 
Entering Unmasked Estep 
Score: -22673726.000000 Penalty: 5971.453613
	Iteration 124Q: 3 clusters Score -2.267373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 166685 members 
Entering Unmasked Estep 
Score: -22673724.000000 Penalty: 5971.453613
	Iteration 125Q: 3 clusters Score -2.267372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 166691 members 
Entering Unmasked Estep 
Score: -22673716.000000 Penalty: 5971.453613
	Iteration 126Q: 3 clusters Score -2.267372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 166696 members 
Entering Unmasked Estep 
Score: -22673722.000000 Penalty: 5971.453613
	Iteration 127Q: 3 clusters Score -2.267372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 166699 members 
Entering Unmasked Estep 
Score: -22673720.000000 Penalty: 5971.453613
	Iteration 128Q: 3 clusters Score -2.267372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 166703 members 
Entering Unmasked Estep 
Score: -22673712.000000 Penalty: 5971.453613
	Iteration 129Q: 3 clusters Score -2.267371e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 166708 members 
Entering Unmasked Estep 
Score: -22673714.000000 Penalty: 5971.453613
	Iteration 130Q: 3 clusters Score -2.267371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 166709 members 
Entering Unmasked Estep 
Score: -22673738.000000 Penalty: 5971.453613
	Iteration 131Q: 3 clusters Score -2.267374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 166709 members 
Entering Unmasked Estep 
Score: -22673738.000000 Penalty: 5971.453613
	Iteration 132F: 3 clusters Score -2.267374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Entering Unmasked Estep 
Score: -269073.375000 Penalty: 1885.519287
	Iteration 0F: 2 clusters Score -269073.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -266402.093750 Penalty: 3771.038574
	Iteration 0F: 3 clusters Score -266402.1 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -266883.031250 Penalty: 3771.038574
	Iteration 1F: 3 clusters Score -266883 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -267022.156250 Penalty: 3771.038574
	Iteration 2F: 3 clusters Score -267022.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -267097.500000 Penalty: 3771.038574
	Iteration 3Q: 3 clusters Score -267097.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -267133.093750 Penalty: 3771.038574
	Iteration 4Q: 3 clusters Score -267133.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -267161.906250 Penalty: 3771.038574
	Iteration 5Q: 3 clusters Score -267161.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -267183.781250 Penalty: 3771.038574
	Iteration 6Q: 3 clusters Score -267183.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -267201.843750 Penalty: 3771.038574
	Iteration 7Q: 3 clusters Score -267201.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -267219.062500 Penalty: 3771.038574
	Iteration 8Q: 3 clusters Score -267219.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -267234.093750 Penalty: 3771.038574
	Iteration 9Q: 3 clusters Score -267234.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -267246.281250 Penalty: 3771.038574
	Iteration 10Q: 3 clusters Score -267246.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -267253.187500 Penalty: 3771.038574
	Iteration 11Q: 3 clusters Score -267253.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -267256.875000 Penalty: 3771.038574
	Iteration 12Q: 3 clusters Score -267256.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -267259.937500 Penalty: 3771.038574
	Iteration 13Q: 3 clusters Score -267259.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -267264.187500 Penalty: 3771.038574
	Iteration 14Q: 3 clusters Score -267264.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -267266.531250 Penalty: 3771.038574
	Iteration 15Q: 3 clusters Score -267266.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -267266.937500 Penalty: 3771.038574
	Iteration 16Q: 3 clusters Score -267266.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -267268.843750 Penalty: 3771.038574
	Iteration 17Q: 3 clusters Score -267268.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -267271.062500 Penalty: 3771.038574
	Iteration 18Q: 3 clusters Score -267271.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -267271.656250 Penalty: 3771.038574
	Iteration 19Q: 3 clusters Score -267271.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -267271.656250 Penalty: 3771.038574
	Iteration 20F: 3 clusters Score -267271.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Entering Unmasked Estep 
Score: -1220388.250000 Penalty: 2258.969971
	Iteration 0F: 2 clusters Score -1220388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1213293.000000 Penalty: 4517.939941
	Iteration 0F: 3 clusters Score -1213293 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1215288.000000 Penalty: 4517.939941
	Iteration 1F: 3 clusters Score -1215288 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1215521.000000 Penalty: 4517.939941
	Iteration 2F: 3 clusters Score -1215521 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1215671.625000 Penalty: 4517.939941
	Iteration 3Q: 3 clusters Score -1215672 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1215780.125000 Penalty: 4517.939941
	Iteration 4Q: 3 clusters Score -1215780 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1215870.250000 Penalty: 4517.939941
	Iteration 5Q: 3 clusters Score -1215870 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1215924.250000 Penalty: 4517.939941
	Iteration 6Q: 3 clusters Score -1215924 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1215974.250000 Penalty: 4517.939941
	Iteration 7Q: 3 clusters Score -1215974 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1216010.625000 Penalty: 4517.939941
	Iteration 8Q: 3 clusters Score -1216011 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1216034.500000 Penalty: 4517.939941
	Iteration 9Q: 3 clusters Score -1216034 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1216058.000000 Penalty: 4517.939941
	Iteration 10Q: 3 clusters Score -1216058 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1216070.750000 Penalty: 4517.939941
	Iteration 11Q: 3 clusters Score -1216071 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1216088.500000 Penalty: 4517.939941
	Iteration 12Q: 3 clusters Score -1216088 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1216101.125000 Penalty: 4517.939941
	Iteration 13Q: 3 clusters Score -1216101 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1216111.500000 Penalty: 4517.939941
	Iteration 14Q: 3 clusters Score -1216112 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1216124.000000 Penalty: 4517.939941
	Iteration 15Q: 3 clusters Score -1216124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1216135.750000 Penalty: 4517.939941
	Iteration 16Q: 3 clusters Score -1216136 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1216148.000000 Penalty: 4517.939941
	Iteration 17Q: 3 clusters Score -1216148 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1216160.750000 Penalty: 4517.939941
	Iteration 18Q: 3 clusters Score -1216161 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1216169.625000 Penalty: 4517.939941
	Iteration 19Q: 3 clusters Score -1216170 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1216191.500000 Penalty: 4517.939941
	Iteration 20F: 3 clusters Score -1216192 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1216203.875000 Penalty: 4517.939941
	Iteration 21Q: 3 clusters Score -1216204 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1216222.000000 Penalty: 4517.939941
	Iteration 22Q: 3 clusters Score -1216222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1216234.625000 Penalty: 4517.939941
	Iteration 23Q: 3 clusters Score -1216235 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1216246.875000 Penalty: 4517.939941
	Iteration 24Q: 3 clusters Score -1216247 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1216261.375000 Penalty: 4517.939941
	Iteration 25Q: 3 clusters Score -1216261 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1216268.750000 Penalty: 4517.939941
	Iteration 26Q: 3 clusters Score -1216269 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1216280.750000 Penalty: 4517.939941
	Iteration 27Q: 3 clusters Score -1216281 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1216286.750000 Penalty: 4517.939941
	Iteration 28Q: 3 clusters Score -1216287 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1216294.625000 Penalty: 4517.939941
	Iteration 29Q: 3 clusters Score -1216295 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1216306.500000 Penalty: 4517.939941
	Iteration 30Q: 3 clusters Score -1216306 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1216317.000000 Penalty: 4517.939941
	Iteration 31Q: 3 clusters Score -1216317 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1216324.250000 Penalty: 4517.939941
	Iteration 32Q: 3 clusters Score -1216324 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1216335.750000 Penalty: 4517.939941
	Iteration 33Q: 3 clusters Score -1216336 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1216353.000000 Penalty: 4517.939941
	Iteration 34Q: 3 clusters Score -1216353 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1216365.375000 Penalty: 4517.939941
	Iteration 35Q: 3 clusters Score -1216365 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1216375.500000 Penalty: 4517.939941
	Iteration 36Q: 3 clusters Score -1216376 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1216395.375000 Penalty: 4517.939941
	Iteration 37Q: 3 clusters Score -1216395 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1216416.125000 Penalty: 4517.939941
	Iteration 38Q: 3 clusters Score -1216416 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1216431.625000 Penalty: 4517.939941
	Iteration 39Q: 3 clusters Score -1216432 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1216460.125000 Penalty: 4517.939941
	Iteration 40F: 3 clusters Score -1216460 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1216492.250000 Penalty: 4517.939941
	Iteration 41Q: 3 clusters Score -1216492 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1216525.750000 Penalty: 4517.939941
	Iteration 42Q: 3 clusters Score -1216526 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1216563.875000 Penalty: 4517.939941
	Iteration 43Q: 3 clusters Score -1216564 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1216615.875000 Penalty: 4517.939941
	Iteration 44Q: 3 clusters Score -1216616 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1216675.500000 Penalty: 4517.939941
	Iteration 45Q: 3 clusters Score -1216676 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1216754.750000 Penalty: 4517.939941
	Iteration 46Q: 3 clusters Score -1216755 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1216858.625000 Penalty: 4517.939941
	Iteration 47Q: 3 clusters Score -1216859 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1216980.875000 Penalty: 4517.939941
	Iteration 48Q: 3 clusters Score -1216981 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1217097.875000 Penalty: 4517.939941
	Iteration 49Q: 3 clusters Score -1217098 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1217221.875000 Penalty: 4517.939941
	Iteration 50Q: 3 clusters Score -1217222 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1217381.750000 Penalty: 4517.939941
	Iteration 51Q: 3 clusters Score -1217382 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1217511.500000 Penalty: 4517.939941
	Iteration 52Q: 3 clusters Score -1217512 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1217632.375000 Penalty: 4517.939941
	Iteration 53Q: 3 clusters Score -1217632 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1217752.625000 Penalty: 4517.939941
	Iteration 54Q: 3 clusters Score -1217753 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1217862.000000 Penalty: 4517.939941
	Iteration 55Q: 3 clusters Score -1217862 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1217944.750000 Penalty: 4517.939941
	Iteration 56Q: 3 clusters Score -1217945 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1218025.375000 Penalty: 4517.939941
	Iteration 57Q: 3 clusters Score -1218025 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1218105.250000 Penalty: 4517.939941
	Iteration 58Q: 3 clusters Score -1218105 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1218176.375000 Penalty: 4517.939941
	Iteration 59Q: 3 clusters Score -1218176 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1218233.000000 Penalty: 4517.939941
	Iteration 60F: 3 clusters Score -1218233 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1218275.750000 Penalty: 4517.939941
	Iteration 61Q: 3 clusters Score -1218276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1218312.875000 Penalty: 4517.939941
	Iteration 62Q: 3 clusters Score -1218313 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1218336.625000 Penalty: 4517.939941
	Iteration 63Q: 3 clusters Score -1218337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1218360.500000 Penalty: 4517.939941
	Iteration 64Q: 3 clusters Score -1218360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1218369.375000 Penalty: 4517.939941
	Iteration 65Q: 3 clusters Score -1218369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1218372.375000 Penalty: 4517.939941
	Iteration 66Q: 3 clusters Score -1218372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1218376.125000 Penalty: 4517.939941
	Iteration 67Q: 3 clusters Score -1218376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1218387.125000 Penalty: 4517.939941
	Iteration 68Q: 3 clusters Score -1218387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1218395.000000 Penalty: 4517.939941
	Iteration 69Q: 3 clusters Score -1218395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1218399.625000 Penalty: 4517.939941
	Iteration 70Q: 3 clusters Score -1218400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1218406.250000 Penalty: 4517.939941
	Iteration 71Q: 3 clusters Score -1218406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1218411.750000 Penalty: 4517.939941
	Iteration 72Q: 3 clusters Score -1218412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1218415.500000 Penalty: 4517.939941
	Iteration 73Q: 3 clusters Score -1218416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1218415.000000 Penalty: 4517.939941
	Iteration 74Q: 3 clusters Score -1218415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1218417.125000 Penalty: 4517.939941
	Iteration 75Q: 3 clusters Score -1218417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1218419.375000 Penalty: 4517.939941
	Iteration 76Q: 3 clusters Score -1218419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1218420.625000 Penalty: 4517.939941
	Iteration 77Q: 3 clusters Score -1218421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1218424.000000 Penalty: 4517.939941
	Iteration 78Q: 3 clusters Score -1218424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1218424.000000 Penalty: 4517.939941
	Iteration 79Q: 3 clusters Score -1218424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1218424.000000 Penalty: 4517.939941
	Iteration 80F: 3 clusters Score -1218424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (164347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164347 members 
Entering Unmasked Estep 
Score: -21795926.000000 Penalty: 2978.414307
	Iteration 0F: 2 clusters Score -2.179593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82258 members 
Mstep: Class 2 contains 82089 members 
Entering Unmasked Estep 
Score: -21689228.000000 Penalty: 5956.828613
	Iteration 0F: 3 clusters Score -2.168923e+07 nChanged 79004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83874 members 
Mstep: Class 2 contains 80473 members 
Entering Unmasked Estep 
Score: -21734700.000000 Penalty: 5956.828613
	Iteration 1F: 3 clusters Score -2.17347e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84896 members 
Mstep: Class 2 contains 79451 members 
Entering Unmasked Estep 
Score: -21735302.000000 Penalty: 5956.828613
	Iteration 2Q: 3 clusters Score -2.17353e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86585 members 
Mstep: Class 2 contains 77762 members 
Entering Unmasked Estep 
Score: -21736416.000000 Penalty: 5956.828613
	Iteration 3Q: 3 clusters Score -2.173642e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89195 members 
Mstep: Class 2 contains 75152 members 
Entering Unmasked Estep 
Score: -21737568.000000 Penalty: 5956.828613
	Iteration 4Q: 3 clusters Score -2.173757e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93154 members 
Mstep: Class 2 contains 71193 members 
Entering Unmasked Estep 
Score: -21739468.000000 Penalty: 5956.828613
	Iteration 5Q: 3 clusters Score -2.173947e+07 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98824 members 
Mstep: Class 2 contains 65523 members 
Entering Unmasked Estep 
Score: -21742372.000000 Penalty: 5956.828613
	Iteration 6Q: 3 clusters Score -2.174237e+07 nChanged 9170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106720 members 
Mstep: Class 2 contains 57627 members 
Entering Unmasked Estep 
Score: -21747206.000000 Penalty: 5956.828613
	Iteration 7F: 3 clusters Score -2.174721e+07 nChanged 11271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116811 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -21755034.000000 Penalty: 5956.828613
	Iteration 8F: 3 clusters Score -2.175503e+07 nChanged 12039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127914 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -21764812.000000 Penalty: 5956.828613
	Iteration 9F: 3 clusters Score -2.176481e+07 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138417 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -21774710.000000 Penalty: 5956.828613
	Iteration 10F: 3 clusters Score -2.177471e+07 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146473 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -21782388.000000 Penalty: 5956.828613
	Iteration 11F: 3 clusters Score -2.178239e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151914 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -21787520.000000 Penalty: 5956.828613
	Iteration 12Q: 3 clusters Score -2.178752e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155373 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -21790360.000000 Penalty: 5956.828613
	Iteration 13Q: 3 clusters Score -2.179036e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157542 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -21791806.000000 Penalty: 5956.828613
	Iteration 14Q: 3 clusters Score -2.179181e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158929 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -21792582.000000 Penalty: 5956.828613
	Iteration 15Q: 3 clusters Score -2.179258e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159874 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -21793172.000000 Penalty: 5956.828613
	Iteration 16Q: 3 clusters Score -2.179317e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160596 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -21793432.000000 Penalty: 5956.828613
	Iteration 17Q: 3 clusters Score -2.179343e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161155 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -21793534.000000 Penalty: 5956.828613
	Iteration 18Q: 3 clusters Score -2.179353e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161572 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -21793576.000000 Penalty: 5956.828613
	Iteration 19Q: 3 clusters Score -2.179358e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161890 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -21793652.000000 Penalty: 5956.828613
	Iteration 20F: 3 clusters Score -2.179365e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162140 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -21793668.000000 Penalty: 5956.828613
	Iteration 21Q: 3 clusters Score -2.179367e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162327 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -21793664.000000 Penalty: 5956.828613
	Iteration 22Q: 3 clusters Score -2.179366e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162483 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -21793642.000000 Penalty: 5956.828613
	Iteration 23Q: 3 clusters Score -2.179364e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162623 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -21793638.000000 Penalty: 5956.828613
	Iteration 24Q: 3 clusters Score -2.179364e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162747 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -21793680.000000 Penalty: 5956.828613
	Iteration 25Q: 3 clusters Score -2.179368e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162833 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -21793710.000000 Penalty: 5956.828613
	Iteration 26Q: 3 clusters Score -2.179371e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162917 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -21793702.000000 Penalty: 5956.828613
	Iteration 27Q: 3 clusters Score -2.17937e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162986 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -21793696.000000 Penalty: 5956.828613
	Iteration 28Q: 3 clusters Score -2.17937e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163051 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -21793708.000000 Penalty: 5956.828613
	Iteration 29Q: 3 clusters Score -2.179371e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163111 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -21793682.000000 Penalty: 5956.828613
	Iteration 30Q: 3 clusters Score -2.179368e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163155 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -21793718.000000 Penalty: 5956.828613
	Iteration 31Q: 3 clusters Score -2.179372e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163194 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -21793728.000000 Penalty: 5956.828613
	Iteration 32Q: 3 clusters Score -2.179373e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163235 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -21793712.000000 Penalty: 5956.828613
	Iteration 33Q: 3 clusters Score -2.179371e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163266 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -21793732.000000 Penalty: 5956.828613
	Iteration 34Q: 3 clusters Score -2.179373e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163293 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -21793710.000000 Penalty: 5956.828613
	Iteration 35Q: 3 clusters Score -2.179371e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163322 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -21793718.000000 Penalty: 5956.828613
	Iteration 36Q: 3 clusters Score -2.179372e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163348 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -21793722.000000 Penalty: 5956.828613
	Iteration 37Q: 3 clusters Score -2.179372e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163371 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -21793722.000000 Penalty: 5956.828613
	Iteration 38Q: 3 clusters Score -2.179372e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163386 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -21793740.000000 Penalty: 5956.828613
	Iteration 39Q: 3 clusters Score -2.179374e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163399 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -21793742.000000 Penalty: 5956.828613
	Iteration 40F: 3 clusters Score -2.179374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163410 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -21793722.000000 Penalty: 5956.828613
	Iteration 41Q: 3 clusters Score -2.179372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163420 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -21793708.000000 Penalty: 5956.828613
	Iteration 42Q: 3 clusters Score -2.179371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163427 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -21793714.000000 Penalty: 5956.828613
	Iteration 43Q: 3 clusters Score -2.179371e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163437 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -21793708.000000 Penalty: 5956.828613
	Iteration 44Q: 3 clusters Score -2.179371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163446 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -21793724.000000 Penalty: 5956.828613
	Iteration 45Q: 3 clusters Score -2.179372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163454 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -21793720.000000 Penalty: 5956.828613
	Iteration 46Q: 3 clusters Score -2.179372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163464 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -21793716.000000 Penalty: 5956.828613
	Iteration 47Q: 3 clusters Score -2.179372e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163477 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -21793714.000000 Penalty: 5956.828613
	Iteration 48Q: 3 clusters Score -2.179371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163484 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -21793706.000000 Penalty: 5956.828613
	Iteration 49Q: 3 clusters Score -2.179371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163499 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -21793712.000000 Penalty: 5956.828613
	Iteration 50Q: 3 clusters Score -2.179371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163510 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -21793708.000000 Penalty: 5956.828613
	Iteration 51Q: 3 clusters Score -2.179371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163523 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -21793700.000000 Penalty: 5956.828613
	Iteration 52Q: 3 clusters Score -2.17937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163534 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -21793712.000000 Penalty: 5956.828613
	Iteration 53Q: 3 clusters Score -2.179371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163541 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -21793704.000000 Penalty: 5956.828613
	Iteration 54Q: 3 clusters Score -2.17937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163551 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -21793686.000000 Penalty: 5956.828613
	Iteration 55Q: 3 clusters Score -2.179369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163556 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -21793686.000000 Penalty: 5956.828613
	Iteration 56Q: 3 clusters Score -2.179369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163564 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -21793668.000000 Penalty: 5956.828613
	Iteration 57Q: 3 clusters Score -2.179367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163568 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -21793672.000000 Penalty: 5956.828613
	Iteration 58Q: 3 clusters Score -2.179367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163570 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -21793670.000000 Penalty: 5956.828613
	Iteration 59Q: 3 clusters Score -2.179367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163573 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -21793666.000000 Penalty: 5956.828613
	Iteration 60F: 3 clusters Score -2.179367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163580 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -21793672.000000 Penalty: 5956.828613
	Iteration 61Q: 3 clusters Score -2.179367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163588 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -21793684.000000 Penalty: 5956.828613
	Iteration 62Q: 3 clusters Score -2.179368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163594 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -21793688.000000 Penalty: 5956.828613
	Iteration 63Q: 3 clusters Score -2.179369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163600 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -21793684.000000 Penalty: 5956.828613
	Iteration 64Q: 3 clusters Score -2.179368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163604 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -21793700.000000 Penalty: 5956.828613
	Iteration 65Q: 3 clusters Score -2.17937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163606 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -21793698.000000 Penalty: 5956.828613
	Iteration 66Q: 3 clusters Score -2.17937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163607 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -21793702.000000 Penalty: 5956.828613
	Iteration 67Q: 3 clusters Score -2.17937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163608 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -21793710.000000 Penalty: 5956.828613
	Iteration 68Q: 3 clusters Score -2.179371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163608 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -21793712.000000 Penalty: 5956.828613
	Iteration 69Q: 3 clusters Score -2.179371e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163608 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -21793712.000000 Penalty: 5956.828613
	Iteration 70F: 3 clusters Score -2.179371e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (164575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164575 members 
Entering Unmasked Estep 
Score: -22600840.000000 Penalty: 2978.758301
	Iteration 0F: 2 clusters Score -2.260084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82405 members 
Mstep: Class 2 contains 82170 members 
Entering Unmasked Estep 
Score: -22494774.000000 Penalty: 5957.516602
	Iteration 0F: 3 clusters Score -2.249477e+07 nChanged 78709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83652 members 
Mstep: Class 2 contains 80923 members 
Entering Unmasked Estep 
Score: -22540088.000000 Penalty: 5957.516602
	Iteration 1F: 3 clusters Score -2.254009e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84691 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
Score: -22540842.000000 Penalty: 5957.516602
	Iteration 2Q: 3 clusters Score -2.254084e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86155 members 
Mstep: Class 2 contains 78420 members 
Entering Unmasked Estep 
Score: -22541712.000000 Penalty: 5957.516602
	Iteration 3Q: 3 clusters Score -2.254171e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88330 members 
Mstep: Class 2 contains 76245 members 
Entering Unmasked Estep 
Score: -22542714.000000 Penalty: 5957.516602
	Iteration 4Q: 3 clusters Score -2.254271e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91579 members 
Mstep: Class 2 contains 72996 members 
Entering Unmasked Estep 
Score: -22544146.000000 Penalty: 5957.516602
	Iteration 5Q: 3 clusters Score -2.254415e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96298 members 
Mstep: Class 2 contains 68277 members 
Entering Unmasked Estep 
Score: -22546322.000000 Penalty: 5957.516602
	Iteration 6Q: 3 clusters Score -2.254632e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102948 members 
Mstep: Class 2 contains 61627 members 
Entering Unmasked Estep 
Score: -22549686.000000 Penalty: 5957.516602
	Iteration 7Q: 3 clusters Score -2.254969e+07 nChanged 9507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112093 members 
Mstep: Class 2 contains 52482 members 
Entering Unmasked Estep 
Score: -22555284.000000 Penalty: 5957.516602
	Iteration 8F: 3 clusters Score -2.255528e+07 nChanged 11882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123795 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -22564024.000000 Penalty: 5957.516602
	Iteration 9F: 3 clusters Score -2.256402e+07 nChanged 13103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136842 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -22575448.000000 Penalty: 5957.516602
	Iteration 10F: 3 clusters Score -2.257545e+07 nChanged 11634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148460 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -22586364.000000 Penalty: 5957.516602
	Iteration 11F: 3 clusters Score -2.258636e+07 nChanged 8338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156794 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -22593560.000000 Penalty: 5957.516602
	Iteration 12F: 3 clusters Score -2.259356e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161482 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -22596692.000000 Penalty: 5957.516602
	Iteration 13Q: 3 clusters Score -2.259669e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163459 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -22597582.000000 Penalty: 5957.516602
	Iteration 14Q: 3 clusters Score -2.259758e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164078 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -22597876.000000 Penalty: 5957.516602
	Iteration 15Q: 3 clusters Score -2.259788e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164268 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -22598008.000000 Penalty: 5957.516602
	Iteration 16Q: 3 clusters Score -2.259801e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164315 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -22598100.000000 Penalty: 5957.516602
	Iteration 17Q: 3 clusters Score -2.25981e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164338 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -22598146.000000 Penalty: 5957.516602
	Iteration 18Q: 3 clusters Score -2.259815e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164348 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -22598164.000000 Penalty: 5957.516602
	Iteration 19Q: 3 clusters Score -2.259816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164354 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -22598174.000000 Penalty: 5957.516602
	Iteration 20F: 3 clusters Score -2.259817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164358 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -22598192.000000 Penalty: 5957.516602
	Iteration 21Q: 3 clusters Score -2.259819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164361 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22598206.000000 Penalty: 5957.516602
	Iteration 22Q: 3 clusters Score -2.259821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164363 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22598222.000000 Penalty: 5957.516602
	Iteration 23Q: 3 clusters Score -2.259822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164365 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -22598230.000000 Penalty: 5957.516602
	Iteration 24Q: 3 clusters Score -2.259823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164366 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22598228.000000 Penalty: 5957.516602
	Iteration 25Q: 3 clusters Score -2.259823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164367 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22598238.000000 Penalty: 5957.516602
	Iteration 26Q: 3 clusters Score -2.259824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164368 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22598238.000000 Penalty: 5957.516602
	Iteration 27Q: 3 clusters Score -2.259824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164368 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22598240.000000 Penalty: 5957.516602
	Iteration 28Q: 3 clusters Score -2.259824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164369 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22598242.000000 Penalty: 5957.516602
	Iteration 29Q: 3 clusters Score -2.259824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164370 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22598230.000000 Penalty: 5957.516602
	Iteration 30Q: 3 clusters Score -2.259823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164369 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22598240.000000 Penalty: 5957.516602
	Iteration 31Q: 3 clusters Score -2.259824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164369 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22598240.000000 Penalty: 5957.516602
	Iteration 32F: 3 clusters Score -2.259824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -26030.826172 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -26030.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24858.785156 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -24858.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -25014.775391 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -25014.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -25081.962891 Penalty: 2730.644531
	Iteration 2Q: 3 clusters Score -25081.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -25115.416016 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -25115.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -25139.884766 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -25139.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -25146.716797 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -25146.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -25161.572266 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -25161.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -25165.328125 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -25165.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -25167.580078 Penalty: 2730.644531
	Iteration 8Q: 3 clusters Score -25167.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -25167.580078 Penalty: 2730.644531
	Iteration 9F: 3 clusters Score -25167.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -50624.753906 Penalty: 1517.288086
	Iteration 0F: 2 clusters Score -50624.75 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 234 members 
Entering Unmasked Estep 
Score: -49201.648438 Penalty: 3034.576172
	Iteration 0F: 3 clusters Score -49201.65 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -49557.238281 Penalty: 3034.576172
	Iteration 1F: 3 clusters Score -49557.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -49784.718750 Penalty: 3034.576172
	Iteration 2F: 3 clusters Score -49784.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -49935.410156 Penalty: 3034.576172
	Iteration 3F: 3 clusters Score -49935.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -50063.195312 Penalty: 3034.576172
	Iteration 4Q: 3 clusters Score -50063.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -50253.164062 Penalty: 3034.576172
	Iteration 5Q: 3 clusters Score -50253.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -50505.789062 Penalty: 3034.576172
	Iteration 6F: 3 clusters Score -50505.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -50999.949219 Penalty: 3034.576172
	Iteration 7F: 3 clusters Score -50999.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51532.664062 Penalty: 3034.576172
	Iteration 8Q: 3 clusters Score -51532.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51711.476562 Penalty: 3034.576172
	Iteration 9Q: 3 clusters Score -51711.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51854.816406 Penalty: 3034.576172
	Iteration 10Q: 3 clusters Score -51854.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -51897.894531 Penalty: 3034.576172
	Iteration 11Q: 3 clusters Score -51897.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -51953.671875 Penalty: 3034.576172
	Iteration 12Q: 3 clusters Score -51953.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -52163.855469 Penalty: 3034.576172
	Iteration 13Q: 3 clusters Score -52163.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -52418.808594 Penalty: 3034.576172
	Iteration 14Q: 3 clusters Score -52418.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52446.355469 Penalty: 3034.576172
	Iteration 15Q: 3 clusters Score -52446.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -52446.355469 Penalty: 3034.576172
	Iteration 16F: 3 clusters Score -52446.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159737 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170122 members 
Mstep: Class 5 contains 2798 members 
Mstep: Class 6 contains 53608 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 3835 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169265 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9034 members 
Mstep: Class 15 contains 164347 members 
Mstep: Class 16 contains 164575 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 163 members 
Mstep: Class 19 contains 25614 members 
Mstep: Class 20 contains 53967 members 
Mstep: Class 21 contains 158863 members 
Mstep: Class 22 contains 81697 members 
Mstep: Class 23 contains 146711 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 291 members 
Entering Unmasked Estep 
Score: -180407776.000000 Penalty: 91161.578125
Splitting cluster 18 changes total score from -180408512.000000 to -180407776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (25614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Entering Unmasked Estep 
Score: -3397133.750000 Penalty: 2517.421875
	Iteration 0F: 2 clusters Score -3397134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -3379495.750000 Penalty: 5034.843750
	Iteration 0F: 3 clusters Score -3379496 nChanged 11342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -3385749.250000 Penalty: 5034.843750
	Iteration 1F: 3 clusters Score -3385749 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -3386132.250000 Penalty: 5034.843750
	Iteration 2Q: 3 clusters Score -3386132 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -3386480.750000 Penalty: 5034.843750
	Iteration 3Q: 3 clusters Score -3386481 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -3386778.500000 Penalty: 5034.843750
	Iteration 4Q: 3 clusters Score -3386778 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -3387091.250000 Penalty: 5034.843750
	Iteration 5Q: 3 clusters Score -3387091 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -3387361.000000 Penalty: 5034.843750
	Iteration 6Q: 3 clusters Score -3387361 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3387690.750000 Penalty: 5034.843750
	Iteration 7Q: 3 clusters Score -3387691 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3388096.250000 Penalty: 5034.843750
	Iteration 8Q: 3 clusters Score -3388096 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -3388573.750000 Penalty: 5034.843750
	Iteration 9Q: 3 clusters Score -3388574 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -3389141.250000 Penalty: 5034.843750
	Iteration 10Q: 3 clusters Score -3389141 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -3389797.750000 Penalty: 5034.843750
	Iteration 11Q: 3 clusters Score -3389798 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -3390596.000000 Penalty: 5034.843750
	Iteration 12F: 3 clusters Score -3390596 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -3391450.250000 Penalty: 5034.843750
	Iteration 13F: 3 clusters Score -3391450 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -3392398.000000 Penalty: 5034.843750
	Iteration 14F: 3 clusters Score -3392398 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -3393371.000000 Penalty: 5034.843750
	Iteration 15Q: 3 clusters Score -3393371 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -3394193.000000 Penalty: 5034.843750
	Iteration 16Q: 3 clusters Score -3394193 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -3394802.500000 Penalty: 5034.843750
	Iteration 17Q: 3 clusters Score -3394802 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -3395196.000000 Penalty: 5034.843750
	Iteration 18Q: 3 clusters Score -3395196 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -3395417.250000 Penalty: 5034.843750
	Iteration 19Q: 3 clusters Score -3395417 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -3395546.750000 Penalty: 5034.843750
	Iteration 20F: 3 clusters Score -3395547 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -3395616.750000 Penalty: 5034.843750
	Iteration 21Q: 3 clusters Score -3395617 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -3395659.250000 Penalty: 5034.843750
	Iteration 22Q: 3 clusters Score -3395659 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -3395691.250000 Penalty: 5034.843750
	Iteration 23Q: 3 clusters Score -3395691 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -3395706.000000 Penalty: 5034.843750
	Iteration 24Q: 3 clusters Score -3395706 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3395719.750000 Penalty: 5034.843750
	Iteration 25Q: 3 clusters Score -3395720 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -3395735.000000 Penalty: 5034.843750
	Iteration 26Q: 3 clusters Score -3395735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -3395738.250000 Penalty: 5034.843750
	Iteration 27Q: 3 clusters Score -3395738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -3395728.000000 Penalty: 5034.843750
	Iteration 28Q: 3 clusters Score -3395728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3395735.250000 Penalty: 5034.843750
	Iteration 29Q: 3 clusters Score -3395735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -3395745.250000 Penalty: 5034.843750
	Iteration 30Q: 3 clusters Score -3395745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -3395755.000000 Penalty: 5034.843750
	Iteration 31Q: 3 clusters Score -3395755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -3395757.500000 Penalty: 5034.843750
	Iteration 32Q: 3 clusters Score -3395758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -3395759.750000 Penalty: 5034.843750
	Iteration 33Q: 3 clusters Score -3395760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -3395763.000000 Penalty: 5034.843750
	Iteration 34Q: 3 clusters Score -3395763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -3395760.500000 Penalty: 5034.843750
	Iteration 35Q: 3 clusters Score -3395760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -3395763.250000 Penalty: 5034.843750
	Iteration 36Q: 3 clusters Score -3395763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -3395778.000000 Penalty: 5034.843750
	Iteration 37Q: 3 clusters Score -3395778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -3395779.000000 Penalty: 5034.843750
	Iteration 38Q: 3 clusters Score -3395779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -3395779.500000 Penalty: 5034.843750
	Iteration 39Q: 3 clusters Score -3395780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3395780.500000 Penalty: 5034.843750
	Iteration 40F: 3 clusters Score -3395780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -3395774.000000 Penalty: 5034.843750
	Iteration 41Q: 3 clusters Score -3395774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -3395777.250000 Penalty: 5034.843750
	Iteration 42Q: 3 clusters Score -3395777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -3395773.750000 Penalty: 5034.843750
	Iteration 43Q: 3 clusters Score -3395774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3395777.000000 Penalty: 5034.843750
	Iteration 44Q: 3 clusters Score -3395777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -3395778.250000 Penalty: 5034.843750
	Iteration 45Q: 3 clusters Score -3395778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -3395778.750000 Penalty: 5034.843750
	Iteration 46Q: 3 clusters Score -3395779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -3395779.500000 Penalty: 5034.843750
	Iteration 47Q: 3 clusters Score -3395780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -3395781.500000 Penalty: 5034.843750
	Iteration 48Q: 3 clusters Score -3395782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -3395783.250000 Penalty: 5034.843750
	Iteration 49Q: 3 clusters Score -3395783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -3395788.000000 Penalty: 5034.843750
	Iteration 50Q: 3 clusters Score -3395788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -3395787.000000 Penalty: 5034.843750
	Iteration 51Q: 3 clusters Score -3395787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -3395789.500000 Penalty: 5034.843750
	Iteration 52Q: 3 clusters Score -3395790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -3395786.500000 Penalty: 5034.843750
	Iteration 53Q: 3 clusters Score -3395786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -3395786.000000 Penalty: 5034.843750
	Iteration 54Q: 3 clusters Score -3395786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -3395788.750000 Penalty: 5034.843750
	Iteration 55Q: 3 clusters Score -3395789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -3395788.750000 Penalty: 5034.843750
	Iteration 56F: 3 clusters Score -3395789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53967 members 
Entering Unmasked Estep 
Score: -7255884.500000 Penalty: 2702.239746
	Iteration 0F: 2 clusters Score -7255884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -7219468.000000 Penalty: 5404.479492
	Iteration 0F: 3 clusters Score -7219468 nChanged 25067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -7233487.500000 Penalty: 5404.479492
	Iteration 1F: 3 clusters Score -7233488 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -7234355.000000 Penalty: 5404.479492
	Iteration 2Q: 3 clusters Score -7234355 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -7235398.000000 Penalty: 5404.479492
	Iteration 3Q: 3 clusters Score -7235398 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -7236518.500000 Penalty: 5404.479492
	Iteration 4Q: 3 clusters Score -7236518 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -7238006.000000 Penalty: 5404.479492
	Iteration 5F: 3 clusters Score -7238006 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -7240039.000000 Penalty: 5404.479492
	Iteration 6F: 3 clusters Score -7240039 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -7242880.000000 Penalty: 5404.479492
	Iteration 7F: 3 clusters Score -7242880 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -7245910.500000 Penalty: 5404.479492
	Iteration 8F: 3 clusters Score -7245910 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -7247973.000000 Penalty: 5404.479492
	Iteration 9F: 3 clusters Score -7247973 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -7249063.500000 Penalty: 5404.479492
	Iteration 10Q: 3 clusters Score -7249064 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -7249720.000000 Penalty: 5404.479492
	Iteration 11Q: 3 clusters Score -7249720 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -7250093.500000 Penalty: 5404.479492
	Iteration 12Q: 3 clusters Score -7250094 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -7250440.000000 Penalty: 5404.479492
	Iteration 13Q: 3 clusters Score -7250440 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -7250761.000000 Penalty: 5404.479492
	Iteration 14Q: 3 clusters Score -7250761 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -7251035.000000 Penalty: 5404.479492
	Iteration 15Q: 3 clusters Score -7251035 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -7251305.500000 Penalty: 5404.479492
	Iteration 16Q: 3 clusters Score -7251306 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -7251550.000000 Penalty: 5404.479492
	Iteration 17Q: 3 clusters Score -7251550 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -7251713.500000 Penalty: 5404.479492
	Iteration 18Q: 3 clusters Score -7251714 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -7251873.000000 Penalty: 5404.479492
	Iteration 19Q: 3 clusters Score -7251873 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -7252028.500000 Penalty: 5404.479492
	Iteration 20F: 3 clusters Score -7252028 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -7252229.000000 Penalty: 5404.479492
	Iteration 21Q: 3 clusters Score -7252229 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -7252375.000000 Penalty: 5404.479492
	Iteration 22Q: 3 clusters Score -7252375 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -7252522.000000 Penalty: 5404.479492
	Iteration 23Q: 3 clusters Score -7252522 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -7252661.500000 Penalty: 5404.479492
	Iteration 24Q: 3 clusters Score -7252662 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -7252760.000000 Penalty: 5404.479492
	Iteration 25Q: 3 clusters Score -7252760 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -7252881.000000 Penalty: 5404.479492
	Iteration 26Q: 3 clusters Score -7252881 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47999 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -7252999.000000 Penalty: 5404.479492
	Iteration 27Q: 3 clusters Score -7252999 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -7253075.000000 Penalty: 5404.479492
	Iteration 28Q: 3 clusters Score -7253075 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -7253151.000000 Penalty: 5404.479492
	Iteration 29Q: 3 clusters Score -7253151 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -7253257.500000 Penalty: 5404.479492
	Iteration 30Q: 3 clusters Score -7253258 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49268 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -7253316.000000 Penalty: 5404.479492
	Iteration 31Q: 3 clusters Score -7253316 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -7253406.000000 Penalty: 5404.479492
	Iteration 32Q: 3 clusters Score -7253406 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -7253461.500000 Penalty: 5404.479492
	Iteration 33Q: 3 clusters Score -7253462 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -7253502.000000 Penalty: 5404.479492
	Iteration 34Q: 3 clusters Score -7253502 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -7253570.500000 Penalty: 5404.479492
	Iteration 35Q: 3 clusters Score -7253570 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -7253614.000000 Penalty: 5404.479492
	Iteration 36Q: 3 clusters Score -7253614 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -7253674.500000 Penalty: 5404.479492
	Iteration 37Q: 3 clusters Score -7253674 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -7253715.000000 Penalty: 5404.479492
	Iteration 38Q: 3 clusters Score -7253715 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -7253762.000000 Penalty: 5404.479492
	Iteration 39Q: 3 clusters Score -7253762 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -7253788.000000 Penalty: 5404.479492
	Iteration 40F: 3 clusters Score -7253788 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -7253807.500000 Penalty: 5404.479492
	Iteration 41Q: 3 clusters Score -7253808 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51130 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -7253850.500000 Penalty: 5404.479492
	Iteration 42Q: 3 clusters Score -7253850 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51237 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -7253867.000000 Penalty: 5404.479492
	Iteration 43Q: 3 clusters Score -7253867 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -7253874.500000 Penalty: 5404.479492
	Iteration 44Q: 3 clusters Score -7253874 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -7253904.500000 Penalty: 5404.479492
	Iteration 45Q: 3 clusters Score -7253904 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -7253903.500000 Penalty: 5404.479492
	Iteration 46Q: 3 clusters Score -7253904 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -7253933.500000 Penalty: 5404.479492
	Iteration 47Q: 3 clusters Score -7253934 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -7253934.000000 Penalty: 5404.479492
	Iteration 48Q: 3 clusters Score -7253934 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51672 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -7253942.500000 Penalty: 5404.479492
	Iteration 49Q: 3 clusters Score -7253942 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -7253962.000000 Penalty: 5404.479492
	Iteration 50Q: 3 clusters Score -7253962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -7253963.000000 Penalty: 5404.479492
	Iteration 51Q: 3 clusters Score -7253963 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51804 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -7253978.500000 Penalty: 5404.479492
	Iteration 52Q: 3 clusters Score -7253978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -7253983.500000 Penalty: 5404.479492
	Iteration 53Q: 3 clusters Score -7253984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51858 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -7253996.000000 Penalty: 5404.479492
	Iteration 54Q: 3 clusters Score -7253996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51880 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -7253996.500000 Penalty: 5404.479492
	Iteration 55Q: 3 clusters Score -7253996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51904 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -7254004.500000 Penalty: 5404.479492
	Iteration 56Q: 3 clusters Score -7254004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51922 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -7254003.000000 Penalty: 5404.479492
	Iteration 57Q: 3 clusters Score -7254003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -7254011.500000 Penalty: 5404.479492
	Iteration 58Q: 3 clusters Score -7254012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -7254013.500000 Penalty: 5404.479492
	Iteration 59Q: 3 clusters Score -7254014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -7254021.500000 Penalty: 5404.479492
	Iteration 60F: 3 clusters Score -7254022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -7254025.500000 Penalty: 5404.479492
	Iteration 61Q: 3 clusters Score -7254026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52010 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -7254030.000000 Penalty: 5404.479492
	Iteration 62Q: 3 clusters Score -7254030 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7254037.000000 Penalty: 5404.479492
	Iteration 63Q: 3 clusters Score -7254037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -7254032.500000 Penalty: 5404.479492
	Iteration 64Q: 3 clusters Score -7254032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -7254031.500000 Penalty: 5404.479492
	Iteration 65Q: 3 clusters Score -7254032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -7254040.000000 Penalty: 5404.479492
	Iteration 66Q: 3 clusters Score -7254040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7254049.500000 Penalty: 5404.479492
	Iteration 67Q: 3 clusters Score -7254050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -7254057.000000 Penalty: 5404.479492
	Iteration 68Q: 3 clusters Score -7254057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52104 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -7254064.500000 Penalty: 5404.479492
	Iteration 69Q: 3 clusters Score -7254064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -7254052.500000 Penalty: 5404.479492
	Iteration 70Q: 3 clusters Score -7254052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -7254066.500000 Penalty: 5404.479492
	Iteration 71Q: 3 clusters Score -7254066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52136 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -7254067.000000 Penalty: 5404.479492
	Iteration 72Q: 3 clusters Score -7254067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52142 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -7254069.000000 Penalty: 5404.479492
	Iteration 73Q: 3 clusters Score -7254069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -7254077.000000 Penalty: 5404.479492
	Iteration 74Q: 3 clusters Score -7254077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52156 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -7254069.500000 Penalty: 5404.479492
	Iteration 75Q: 3 clusters Score -7254070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52163 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -7254067.500000 Penalty: 5404.479492
	Iteration 76Q: 3 clusters Score -7254068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -7254069.000000 Penalty: 5404.479492
	Iteration 77Q: 3 clusters Score -7254069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52179 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -7254066.000000 Penalty: 5404.479492
	Iteration 78Q: 3 clusters Score -7254066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -7254069.500000 Penalty: 5404.479492
	Iteration 79Q: 3 clusters Score -7254070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -7254072.000000 Penalty: 5404.479492
	Iteration 80F: 3 clusters Score -7254072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52209 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -7254077.000000 Penalty: 5404.479492
	Iteration 81Q: 3 clusters Score -7254077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52223 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -7254083.500000 Penalty: 5404.479492
	Iteration 82Q: 3 clusters Score -7254084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -7254084.500000 Penalty: 5404.479492
	Iteration 83Q: 3 clusters Score -7254084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -7254088.500000 Penalty: 5404.479492
	Iteration 84Q: 3 clusters Score -7254088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -7254085.000000 Penalty: 5404.479492
	Iteration 85Q: 3 clusters Score -7254085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -7254094.000000 Penalty: 5404.479492
	Iteration 86Q: 3 clusters Score -7254094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52271 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -7254099.500000 Penalty: 5404.479492
	Iteration 87Q: 3 clusters Score -7254100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -7254092.000000 Penalty: 5404.479492
	Iteration 88Q: 3 clusters Score -7254092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -7254110.000000 Penalty: 5404.479492
	Iteration 89Q: 3 clusters Score -7254110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -7254119.000000 Penalty: 5404.479492
	Iteration 90Q: 3 clusters Score -7254119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -7254124.500000 Penalty: 5404.479492
	Iteration 91Q: 3 clusters Score -7254124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -7254127.500000 Penalty: 5404.479492
	Iteration 92Q: 3 clusters Score -7254128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52314 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -7254125.500000 Penalty: 5404.479492
	Iteration 93Q: 3 clusters Score -7254126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -7254124.500000 Penalty: 5404.479492
	Iteration 94Q: 3 clusters Score -7254124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7254120.500000 Penalty: 5404.479492
	Iteration 95Q: 3 clusters Score -7254120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52324 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -7254118.000000 Penalty: 5404.479492
	Iteration 96Q: 3 clusters Score -7254118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -7254121.500000 Penalty: 5404.479492
	Iteration 97Q: 3 clusters Score -7254122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7254119.500000 Penalty: 5404.479492
	Iteration 98Q: 3 clusters Score -7254120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -7254118.000000 Penalty: 5404.479492
	Iteration 99Q: 3 clusters Score -7254118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -7254118.000000 Penalty: 5404.479492
	Iteration 100F: 3 clusters Score -7254118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -7254124.500000 Penalty: 5404.479492
	Iteration 101Q: 3 clusters Score -7254124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -7254123.000000 Penalty: 5404.479492
	Iteration 102Q: 3 clusters Score -7254123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -7254123.000000 Penalty: 5404.479492
	Iteration 103Q: 3 clusters Score -7254123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -7254118.000000 Penalty: 5404.479492
	Iteration 104Q: 3 clusters Score -7254118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -7254120.500000 Penalty: 5404.479492
	Iteration 105Q: 3 clusters Score -7254120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -7254125.000000 Penalty: 5404.479492
	Iteration 106Q: 3 clusters Score -7254125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -7254129.000000 Penalty: 5404.479492
	Iteration 107Q: 3 clusters Score -7254129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7254134.000000 Penalty: 5404.479492
	Iteration 108Q: 3 clusters Score -7254134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -7254132.000000 Penalty: 5404.479492
	Iteration 109Q: 3 clusters Score -7254132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7254133.000000 Penalty: 5404.479492
	Iteration 110Q: 3 clusters Score -7254133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7254130.000000 Penalty: 5404.479492
	Iteration 111Q: 3 clusters Score -7254130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -7254128.500000 Penalty: 5404.479492
	Iteration 112Q: 3 clusters Score -7254128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52374 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7254128.500000 Penalty: 5404.479492
	Iteration 113Q: 3 clusters Score -7254128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52376 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7254125.500000 Penalty: 5404.479492
	Iteration 114Q: 3 clusters Score -7254126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52377 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -7254132.500000 Penalty: 5404.479492
	Iteration 115Q: 3 clusters Score -7254132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52377 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -7254132.500000 Penalty: 5404.479492
	Iteration 116F: 3 clusters Score -7254132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (158863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158863 members 
Entering Unmasked Estep 
Score: -21155380.000000 Penalty: 2969.997803
	Iteration 0F: 2 clusters Score -2.115538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79120 members 
Mstep: Class 2 contains 79743 members 
Entering Unmasked Estep 
Score: -21051200.000000 Penalty: 5939.995605
	Iteration 0F: 3 clusters Score -2.10512e+07 nChanged 76299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74415 members 
Mstep: Class 2 contains 84448 members 
Entering Unmasked Estep 
Score: -21096064.000000 Penalty: 5939.995605
	Iteration 1F: 3 clusters Score -2.109606e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71122 members 
Mstep: Class 2 contains 87741 members 
Entering Unmasked Estep 
Score: -21097510.000000 Penalty: 5939.995605
	Iteration 2Q: 3 clusters Score -2.109751e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66112 members 
Mstep: Class 2 contains 92751 members 
Entering Unmasked Estep 
Score: -21099512.000000 Penalty: 5939.995605
	Iteration 3Q: 3 clusters Score -2.109951e+07 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 100273 members 
Entering Unmasked Estep 
Score: -21103682.000000 Penalty: 5939.995605
	Iteration 4F: 3 clusters Score -2.110368e+07 nChanged 11125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 110696 members 
Entering Unmasked Estep 
Score: -21111316.000000 Penalty: 5939.995605
	Iteration 5F: 3 clusters Score -2.111132e+07 nChanged 13403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 123415 members 
Entering Unmasked Estep 
Score: -21122932.000000 Penalty: 5939.995605
	Iteration 6F: 3 clusters Score -2.112293e+07 nChanged 13104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 135859 members 
Entering Unmasked Estep 
Score: -21134668.000000 Penalty: 5939.995605
	Iteration 7F: 3 clusters Score -2.113467e+07 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 145226 members 
Entering Unmasked Estep 
Score: -21143918.000000 Penalty: 5939.995605
	Iteration 8F: 3 clusters Score -2.114392e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 150903 members 
Entering Unmasked Estep 
Score: -21149340.000000 Penalty: 5939.995605
	Iteration 9Q: 3 clusters Score -2.114934e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 153902 members 
Entering Unmasked Estep 
Score: -21151970.000000 Penalty: 5939.995605
	Iteration 10Q: 3 clusters Score -2.115197e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 155266 members 
Entering Unmasked Estep 
Score: -21153180.000000 Penalty: 5939.995605
	Iteration 11Q: 3 clusters Score -2.115318e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 155889 members 
Entering Unmasked Estep 
Score: -21153686.000000 Penalty: 5939.995605
	Iteration 12Q: 3 clusters Score -2.115369e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 156227 members 
Entering Unmasked Estep 
Score: -21153854.000000 Penalty: 5939.995605
	Iteration 13Q: 3 clusters Score -2.115385e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 156441 members 
Entering Unmasked Estep 
Score: -21153978.000000 Penalty: 5939.995605
	Iteration 14Q: 3 clusters Score -2.115398e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 156590 members 
Entering Unmasked Estep 
Score: -21154060.000000 Penalty: 5939.995605
	Iteration 15Q: 3 clusters Score -2.115406e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 156695 members 
Entering Unmasked Estep 
Score: -21154088.000000 Penalty: 5939.995605
	Iteration 16Q: 3 clusters Score -2.115409e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 156748 members 
Entering Unmasked Estep 
Score: -21154108.000000 Penalty: 5939.995605
	Iteration 17Q: 3 clusters Score -2.115411e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 156790 members 
Entering Unmasked Estep 
Score: -21154138.000000 Penalty: 5939.995605
	Iteration 18Q: 3 clusters Score -2.115414e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 156817 members 
Entering Unmasked Estep 
Score: -21154130.000000 Penalty: 5939.995605
	Iteration 19Q: 3 clusters Score -2.115413e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 156847 members 
Entering Unmasked Estep 
Score: -21154150.000000 Penalty: 5939.995605
	Iteration 20F: 3 clusters Score -2.115415e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 156866 members 
Entering Unmasked Estep 
Score: -21154148.000000 Penalty: 5939.995605
	Iteration 21Q: 3 clusters Score -2.115415e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 156887 members 
Entering Unmasked Estep 
Score: -21154176.000000 Penalty: 5939.995605
	Iteration 22Q: 3 clusters Score -2.115418e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 156907 members 
Entering Unmasked Estep 
Score: -21154134.000000 Penalty: 5939.995605
	Iteration 23Q: 3 clusters Score -2.115413e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 156935 members 
Entering Unmasked Estep 
Score: -21154124.000000 Penalty: 5939.995605
	Iteration 24Q: 3 clusters Score -2.115412e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 156964 members 
Entering Unmasked Estep 
Score: -21154124.000000 Penalty: 5939.995605
	Iteration 25Q: 3 clusters Score -2.115412e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 156990 members 
Entering Unmasked Estep 
Score: -21154088.000000 Penalty: 5939.995605
	Iteration 26Q: 3 clusters Score -2.115409e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 157005 members 
Entering Unmasked Estep 
Score: -21154122.000000 Penalty: 5939.995605
	Iteration 27Q: 3 clusters Score -2.115412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 157016 members 
Entering Unmasked Estep 
Score: -21154088.000000 Penalty: 5939.995605
	Iteration 28Q: 3 clusters Score -2.115409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 157024 members 
Entering Unmasked Estep 
Score: -21154102.000000 Penalty: 5939.995605
	Iteration 29Q: 3 clusters Score -2.11541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 157033 members 
Entering Unmasked Estep 
Score: -21154106.000000 Penalty: 5939.995605
	Iteration 30Q: 3 clusters Score -2.115411e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 157035 members 
Entering Unmasked Estep 
Score: -21154122.000000 Penalty: 5939.995605
	Iteration 31Q: 3 clusters Score -2.115412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 157039 members 
Entering Unmasked Estep 
Score: -21154126.000000 Penalty: 5939.995605
	Iteration 32Q: 3 clusters Score -2.115413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 157042 members 
Entering Unmasked Estep 
Score: -21154130.000000 Penalty: 5939.995605
	Iteration 33Q: 3 clusters Score -2.115413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 157043 members 
Entering Unmasked Estep 
Score: -21154132.000000 Penalty: 5939.995605
	Iteration 34Q: 3 clusters Score -2.115413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 157044 members 
Entering Unmasked Estep 
Score: -21154132.000000 Penalty: 5939.995605
	Iteration 35Q: 3 clusters Score -2.115413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 157043 members 
Entering Unmasked Estep 
Score: -21154136.000000 Penalty: 5939.995605
	Iteration 36Q: 3 clusters Score -2.115414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 157043 members 
Entering Unmasked Estep 
Score: -21154136.000000 Penalty: 5939.995605
	Iteration 37F: 3 clusters Score -2.115414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (81697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81697 members 
Entering Unmasked Estep 
Score: -10587167.000000 Penalty: 2805.071777
	Iteration 0F: 2 clusters Score -1.058717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -10532619.000000 Penalty: 5610.143555
	Iteration 0F: 3 clusters Score -1.053262e+07 nChanged 38349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -10554210.000000 Penalty: 5610.143555
	Iteration 1F: 3 clusters Score -1.055421e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -10555126.000000 Penalty: 5610.143555
	Iteration 2Q: 3 clusters Score -1.055513e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -10556228.000000 Penalty: 5610.143555
	Iteration 3Q: 3 clusters Score -1.055623e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -10557814.000000 Penalty: 5610.143555
	Iteration 4Q: 3 clusters Score -1.055781e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -10559849.000000 Penalty: 5610.143555
	Iteration 5F: 3 clusters Score -1.055985e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -10562619.000000 Penalty: 5610.143555
	Iteration 6F: 3 clusters Score -1.056262e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -10565535.000000 Penalty: 5610.143555
	Iteration 7F: 3 clusters Score -1.056554e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -10568039.000000 Penalty: 5610.143555
	Iteration 8F: 3 clusters Score -1.056804e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -10569698.000000 Penalty: 5610.143555
	Iteration 9Q: 3 clusters Score -1.05697e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -10570716.000000 Penalty: 5610.143555
	Iteration 10Q: 3 clusters Score -1.057072e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -10571557.000000 Penalty: 5610.143555
	Iteration 11Q: 3 clusters Score -1.057156e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -10572382.000000 Penalty: 5610.143555
	Iteration 12Q: 3 clusters Score -1.057238e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -10573437.000000 Penalty: 5610.143555
	Iteration 13Q: 3 clusters Score -1.057344e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -10574734.000000 Penalty: 5610.143555
	Iteration 14Q: 3 clusters Score -1.057473e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -10575950.000000 Penalty: 5610.143555
	Iteration 15Q: 3 clusters Score -1.057595e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -10577273.000000 Penalty: 5610.143555
	Iteration 16Q: 3 clusters Score -1.057727e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -10578531.000000 Penalty: 5610.143555
	Iteration 17Q: 3 clusters Score -1.057853e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -10579656.000000 Penalty: 5610.143555
	Iteration 18Q: 3 clusters Score -1.057966e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56895 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -10580607.000000 Penalty: 5610.143555
	Iteration 19Q: 3 clusters Score -1.058061e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58996 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -10581380.000000 Penalty: 5610.143555
	Iteration 20F: 3 clusters Score -1.058138e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -10581995.000000 Penalty: 5610.143555
	Iteration 21Q: 3 clusters Score -1.0582e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62461 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -10582549.000000 Penalty: 5610.143555
	Iteration 22Q: 3 clusters Score -1.058255e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63834 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -10582902.000000 Penalty: 5610.143555
	Iteration 23Q: 3 clusters Score -1.05829e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65111 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -10583340.000000 Penalty: 5610.143555
	Iteration 24Q: 3 clusters Score -1.058334e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66244 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -10583628.000000 Penalty: 5610.143555
	Iteration 25Q: 3 clusters Score -1.058363e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67195 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -10583837.000000 Penalty: 5610.143555
	Iteration 26Q: 3 clusters Score -1.058384e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68019 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -10584025.000000 Penalty: 5610.143555
	Iteration 27Q: 3 clusters Score -1.058402e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68806 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -10584248.000000 Penalty: 5610.143555
	Iteration 28Q: 3 clusters Score -1.058425e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69517 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -10584365.000000 Penalty: 5610.143555
	Iteration 29Q: 3 clusters Score -1.058436e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70177 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -10584466.000000 Penalty: 5610.143555
	Iteration 30Q: 3 clusters Score -1.058447e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70776 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -10584622.000000 Penalty: 5610.143555
	Iteration 31Q: 3 clusters Score -1.058462e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71315 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -10584730.000000 Penalty: 5610.143555
	Iteration 32Q: 3 clusters Score -1.058473e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71774 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -10584824.000000 Penalty: 5610.143555
	Iteration 33Q: 3 clusters Score -1.058482e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72171 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -10584879.000000 Penalty: 5610.143555
	Iteration 34Q: 3 clusters Score -1.058488e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72524 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -10584955.000000 Penalty: 5610.143555
	Iteration 35Q: 3 clusters Score -1.058496e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72851 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -10585009.000000 Penalty: 5610.143555
	Iteration 36Q: 3 clusters Score -1.058501e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73158 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -10585047.000000 Penalty: 5610.143555
	Iteration 37Q: 3 clusters Score -1.058505e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73437 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -10585098.000000 Penalty: 5610.143555
	Iteration 38Q: 3 clusters Score -1.05851e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73684 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -10585132.000000 Penalty: 5610.143555
	Iteration 39Q: 3 clusters Score -1.058513e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73881 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -10585143.000000 Penalty: 5610.143555
	Iteration 40F: 3 clusters Score -1.058514e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74043 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -10585201.000000 Penalty: 5610.143555
	Iteration 41Q: 3 clusters Score -1.05852e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74191 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -10585216.000000 Penalty: 5610.143555
	Iteration 42Q: 3 clusters Score -1.058522e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74317 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -10585236.000000 Penalty: 5610.143555
	Iteration 43Q: 3 clusters Score -1.058524e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74424 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -10585257.000000 Penalty: 5610.143555
	Iteration 44Q: 3 clusters Score -1.058526e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74530 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -10585280.000000 Penalty: 5610.143555
	Iteration 45Q: 3 clusters Score -1.058528e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74642 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -10585288.000000 Penalty: 5610.143555
	Iteration 46Q: 3 clusters Score -1.058529e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74738 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -10585294.000000 Penalty: 5610.143555
	Iteration 47Q: 3 clusters Score -1.058529e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -10585297.000000 Penalty: 5610.143555
	Iteration 48Q: 3 clusters Score -1.05853e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74902 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -10585294.000000 Penalty: 5610.143555
	Iteration 49Q: 3 clusters Score -1.058529e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74980 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -10585288.000000 Penalty: 5610.143555
	Iteration 50Q: 3 clusters Score -1.058529e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75054 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -10585303.000000 Penalty: 5610.143555
	Iteration 51Q: 3 clusters Score -1.05853e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75129 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -10585312.000000 Penalty: 5610.143555
	Iteration 52Q: 3 clusters Score -1.058531e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75201 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -10585328.000000 Penalty: 5610.143555
	Iteration 53Q: 3 clusters Score -1.058533e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75263 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -10585328.000000 Penalty: 5610.143555
	Iteration 54Q: 3 clusters Score -1.058533e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75322 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -10585352.000000 Penalty: 5610.143555
	Iteration 55Q: 3 clusters Score -1.058535e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75383 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -10585327.000000 Penalty: 5610.143555
	Iteration 56Q: 3 clusters Score -1.058533e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75436 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -10585336.000000 Penalty: 5610.143555
	Iteration 57Q: 3 clusters Score -1.058534e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75494 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -10585325.000000 Penalty: 5610.143555
	Iteration 58Q: 3 clusters Score -1.058532e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75549 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -10585352.000000 Penalty: 5610.143555
	Iteration 59Q: 3 clusters Score -1.058535e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75592 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -10585372.000000 Penalty: 5610.143555
	Iteration 60F: 3 clusters Score -1.058537e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75630 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -10585393.000000 Penalty: 5610.143555
	Iteration 61Q: 3 clusters Score -1.058539e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75660 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -10585379.000000 Penalty: 5610.143555
	Iteration 62Q: 3 clusters Score -1.058538e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75697 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -10585385.000000 Penalty: 5610.143555
	Iteration 63Q: 3 clusters Score -1.058538e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75723 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -10585381.000000 Penalty: 5610.143555
	Iteration 64Q: 3 clusters Score -1.058538e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75743 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -10585401.000000 Penalty: 5610.143555
	Iteration 65Q: 3 clusters Score -1.05854e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75767 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -10585380.000000 Penalty: 5610.143555
	Iteration 66Q: 3 clusters Score -1.058538e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75778 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -10585393.000000 Penalty: 5610.143555
	Iteration 67Q: 3 clusters Score -1.058539e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75789 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -10585394.000000 Penalty: 5610.143555
	Iteration 68Q: 3 clusters Score -1.058539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75799 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -10585390.000000 Penalty: 5610.143555
	Iteration 69Q: 3 clusters Score -1.058539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75811 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -10585391.000000 Penalty: 5610.143555
	Iteration 70Q: 3 clusters Score -1.058539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75821 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -10585394.000000 Penalty: 5610.143555
	Iteration 71Q: 3 clusters Score -1.058539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75828 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -10585397.000000 Penalty: 5610.143555
	Iteration 72Q: 3 clusters Score -1.05854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75833 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -10585395.000000 Penalty: 5610.143555
	Iteration 73Q: 3 clusters Score -1.05854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75839 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -10585391.000000 Penalty: 5610.143555
	Iteration 74Q: 3 clusters Score -1.058539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75845 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -10585391.000000 Penalty: 5610.143555
	Iteration 75Q: 3 clusters Score -1.058539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -10585388.000000 Penalty: 5610.143555
	Iteration 76Q: 3 clusters Score -1.058539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -10585392.000000 Penalty: 5610.143555
	Iteration 77Q: 3 clusters Score -1.058539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75863 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -10585385.000000 Penalty: 5610.143555
	Iteration 78Q: 3 clusters Score -1.058538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75869 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -10585392.000000 Penalty: 5610.143555
	Iteration 79Q: 3 clusters Score -1.058539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75878 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -10585391.000000 Penalty: 5610.143555
	Iteration 80F: 3 clusters Score -1.058539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75885 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -10585383.000000 Penalty: 5610.143555
	Iteration 81Q: 3 clusters Score -1.058538e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75895 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -10585388.000000 Penalty: 5610.143555
	Iteration 82Q: 3 clusters Score -1.058539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -10585388.000000 Penalty: 5610.143555
	Iteration 83Q: 3 clusters Score -1.058539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75906 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -10585390.000000 Penalty: 5610.143555
	Iteration 84Q: 3 clusters Score -1.058539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75913 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -10585399.000000 Penalty: 5610.143555
	Iteration 85Q: 3 clusters Score -1.05854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75922 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -10585395.000000 Penalty: 5610.143555
	Iteration 86Q: 3 clusters Score -1.05854e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75936 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -10585395.000000 Penalty: 5610.143555
	Iteration 87Q: 3 clusters Score -1.05854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75947 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -10585394.000000 Penalty: 5610.143555
	Iteration 88Q: 3 clusters Score -1.058539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75959 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -10585388.000000 Penalty: 5610.143555
	Iteration 89Q: 3 clusters Score -1.058539e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75971 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -10585377.000000 Penalty: 5610.143555
	Iteration 90Q: 3 clusters Score -1.058538e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75984 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -10585390.000000 Penalty: 5610.143555
	Iteration 91Q: 3 clusters Score -1.058539e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75996 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -10585385.000000 Penalty: 5610.143555
	Iteration 92Q: 3 clusters Score -1.058538e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76002 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -10585393.000000 Penalty: 5610.143555
	Iteration 93Q: 3 clusters Score -1.058539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76005 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -10585403.000000 Penalty: 5610.143555
	Iteration 94Q: 3 clusters Score -1.05854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76007 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -10585396.000000 Penalty: 5610.143555
	Iteration 95Q: 3 clusters Score -1.05854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76008 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -10585399.000000 Penalty: 5610.143555
	Iteration 96Q: 3 clusters Score -1.05854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76008 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -10585399.000000 Penalty: 5610.143555
	Iteration 97F: 3 clusters Score -1.05854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (146711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146711 members 
Entering Unmasked Estep 
Score: -19487056.000000 Penalty: 2950.262695
	Iteration 0F: 2 clusters Score -1.948706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73439 members 
Mstep: Class 2 contains 73272 members 
Entering Unmasked Estep 
Score: -19389988.000000 Penalty: 5900.525391
	Iteration 0F: 3 clusters Score -1.938999e+07 nChanged 70135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75490 members 
Mstep: Class 2 contains 71221 members 
Entering Unmasked Estep 
Score: -19430622.000000 Penalty: 5900.525391
	Iteration 1F: 3 clusters Score -1.943062e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76647 members 
Mstep: Class 2 contains 70064 members 
Entering Unmasked Estep 
Score: -19431952.000000 Penalty: 5900.525391
	Iteration 2Q: 3 clusters Score -1.943195e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78457 members 
Mstep: Class 2 contains 68254 members 
Entering Unmasked Estep 
Score: -19434006.000000 Penalty: 5900.525391
	Iteration 3Q: 3 clusters Score -1.943401e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81143 members 
Mstep: Class 2 contains 65568 members 
Entering Unmasked Estep 
Score: -19437268.000000 Penalty: 5900.525391
	Iteration 4Q: 3 clusters Score -1.943727e+07 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 61789 members 
Entering Unmasked Estep 
Score: -19442148.000000 Penalty: 5900.525391
	Iteration 5F: 3 clusters Score -1.944215e+07 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89701 members 
Mstep: Class 2 contains 57010 members 
Entering Unmasked Estep 
Score: -19448896.000000 Penalty: 5900.525391
	Iteration 6F: 3 clusters Score -1.94489e+07 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95081 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -19457302.000000 Penalty: 5900.525391
	Iteration 7F: 3 clusters Score -1.94573e+07 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100083 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -19465930.000000 Penalty: 5900.525391
	Iteration 8F: 3 clusters Score -1.946593e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103797 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -19472432.000000 Penalty: 5900.525391
	Iteration 9F: 3 clusters Score -1.947243e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106687 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -19475730.000000 Penalty: 5900.525391
	Iteration 10Q: 3 clusters Score -1.947573e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109164 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -19477516.000000 Penalty: 5900.525391
	Iteration 11Q: 3 clusters Score -1.947752e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111589 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -19479012.000000 Penalty: 5900.525391
	Iteration 12Q: 3 clusters Score -1.947901e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113979 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -19480158.000000 Penalty: 5900.525391
	Iteration 13Q: 3 clusters Score -1.948016e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116385 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -19481150.000000 Penalty: 5900.525391
	Iteration 14Q: 3 clusters Score -1.948115e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118689 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -19481768.000000 Penalty: 5900.525391
	Iteration 15Q: 3 clusters Score -1.948177e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120974 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -19482404.000000 Penalty: 5900.525391
	Iteration 16Q: 3 clusters Score -1.94824e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123173 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -19482908.000000 Penalty: 5900.525391
	Iteration 17Q: 3 clusters Score -1.948291e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125209 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -19483388.000000 Penalty: 5900.525391
	Iteration 18Q: 3 clusters Score -1.948339e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127081 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -19483556.000000 Penalty: 5900.525391
	Iteration 19Q: 3 clusters Score -1.948356e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128899 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -19483662.000000 Penalty: 5900.525391
	Iteration 20F: 3 clusters Score -1.948366e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130549 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -19483888.000000 Penalty: 5900.525391
	Iteration 21Q: 3 clusters Score -1.948389e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132015 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -19484004.000000 Penalty: 5900.525391
	Iteration 22Q: 3 clusters Score -1.9484e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133318 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -19484060.000000 Penalty: 5900.525391
	Iteration 23Q: 3 clusters Score -1.948406e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134477 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -19484098.000000 Penalty: 5900.525391
	Iteration 24Q: 3 clusters Score -1.94841e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135601 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -19484162.000000 Penalty: 5900.525391
	Iteration 25Q: 3 clusters Score -1.948416e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136636 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -19484318.000000 Penalty: 5900.525391
	Iteration 26Q: 3 clusters Score -1.948432e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137537 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -19484230.000000 Penalty: 5900.525391
	Iteration 27Q: 3 clusters Score -1.948423e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138330 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -19484344.000000 Penalty: 5900.525391
	Iteration 28Q: 3 clusters Score -1.948434e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139058 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -19484442.000000 Penalty: 5900.525391
	Iteration 29Q: 3 clusters Score -1.948444e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139727 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -19484512.000000 Penalty: 5900.525391
	Iteration 30Q: 3 clusters Score -1.948451e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140325 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -19484628.000000 Penalty: 5900.525391
	Iteration 31Q: 3 clusters Score -1.948463e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140854 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -19484662.000000 Penalty: 5900.525391
	Iteration 32Q: 3 clusters Score -1.948466e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141299 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -19484712.000000 Penalty: 5900.525391
	Iteration 33Q: 3 clusters Score -1.948471e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141675 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -19484754.000000 Penalty: 5900.525391
	Iteration 34Q: 3 clusters Score -1.948475e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142003 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -19484778.000000 Penalty: 5900.525391
	Iteration 35Q: 3 clusters Score -1.948478e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142280 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -19484806.000000 Penalty: 5900.525391
	Iteration 36Q: 3 clusters Score -1.948481e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142533 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -19484806.000000 Penalty: 5900.525391
	Iteration 37Q: 3 clusters Score -1.948481e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142782 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -19484776.000000 Penalty: 5900.525391
	Iteration 38Q: 3 clusters Score -1.948478e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142988 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -19484768.000000 Penalty: 5900.525391
	Iteration 39Q: 3 clusters Score -1.948477e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143174 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -19484724.000000 Penalty: 5900.525391
	Iteration 40F: 3 clusters Score -1.948472e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143337 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -19484752.000000 Penalty: 5900.525391
	Iteration 41Q: 3 clusters Score -1.948475e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143498 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -19484690.000000 Penalty: 5900.525391
	Iteration 42Q: 3 clusters Score -1.948469e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143641 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -19484704.000000 Penalty: 5900.525391
	Iteration 43Q: 3 clusters Score -1.94847e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143763 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -19484690.000000 Penalty: 5900.525391
	Iteration 44Q: 3 clusters Score -1.948469e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143880 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -19484688.000000 Penalty: 5900.525391
	Iteration 45Q: 3 clusters Score -1.948469e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143975 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -19484670.000000 Penalty: 5900.525391
	Iteration 46Q: 3 clusters Score -1.948467e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144084 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -19484664.000000 Penalty: 5900.525391
	Iteration 47Q: 3 clusters Score -1.948466e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144193 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -19484720.000000 Penalty: 5900.525391
	Iteration 48Q: 3 clusters Score -1.948472e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144312 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -19484736.000000 Penalty: 5900.525391
	Iteration 49Q: 3 clusters Score -1.948474e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144429 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -19484720.000000 Penalty: 5900.525391
	Iteration 50Q: 3 clusters Score -1.948472e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144529 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -19484722.000000 Penalty: 5900.525391
	Iteration 51Q: 3 clusters Score -1.948472e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144616 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -19484760.000000 Penalty: 5900.525391
	Iteration 52Q: 3 clusters Score -1.948476e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144702 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -19484740.000000 Penalty: 5900.525391
	Iteration 53Q: 3 clusters Score -1.948474e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144788 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -19484754.000000 Penalty: 5900.525391
	Iteration 54Q: 3 clusters Score -1.948475e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144866 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -19484796.000000 Penalty: 5900.525391
	Iteration 55Q: 3 clusters Score -1.94848e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144947 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -19484818.000000 Penalty: 5900.525391
	Iteration 56Q: 3 clusters Score -1.948482e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145022 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -19484806.000000 Penalty: 5900.525391
	Iteration 57Q: 3 clusters Score -1.948481e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145093 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -19484802.000000 Penalty: 5900.525391
	Iteration 58Q: 3 clusters Score -1.94848e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145159 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -19484794.000000 Penalty: 5900.525391
	Iteration 59Q: 3 clusters Score -1.948479e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145222 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -19484780.000000 Penalty: 5900.525391
	Iteration 60F: 3 clusters Score -1.948478e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145282 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -19484788.000000 Penalty: 5900.525391
	Iteration 61Q: 3 clusters Score -1.948479e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145336 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -19484810.000000 Penalty: 5900.525391
	Iteration 62Q: 3 clusters Score -1.948481e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145370 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -19484776.000000 Penalty: 5900.525391
	Iteration 63Q: 3 clusters Score -1.948478e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145412 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -19484774.000000 Penalty: 5900.525391
	Iteration 64Q: 3 clusters Score -1.948477e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145439 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -19484766.000000 Penalty: 5900.525391
	Iteration 65Q: 3 clusters Score -1.948477e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145463 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -19484762.000000 Penalty: 5900.525391
	Iteration 66Q: 3 clusters Score -1.948476e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145485 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -19484768.000000 Penalty: 5900.525391
	Iteration 67Q: 3 clusters Score -1.948477e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145505 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -19484780.000000 Penalty: 5900.525391
	Iteration 68Q: 3 clusters Score -1.948478e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145521 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -19484778.000000 Penalty: 5900.525391
	Iteration 69Q: 3 clusters Score -1.948478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145526 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -19484774.000000 Penalty: 5900.525391
	Iteration 70Q: 3 clusters Score -1.948477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145536 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -19484772.000000 Penalty: 5900.525391
	Iteration 71Q: 3 clusters Score -1.948477e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145546 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -19484770.000000 Penalty: 5900.525391
	Iteration 72Q: 3 clusters Score -1.948477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145554 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -19484782.000000 Penalty: 5900.525391
	Iteration 73Q: 3 clusters Score -1.948478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145563 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -19484776.000000 Penalty: 5900.525391
	Iteration 74Q: 3 clusters Score -1.948478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145575 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -19484770.000000 Penalty: 5900.525391
	Iteration 75Q: 3 clusters Score -1.948477e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145588 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -19484752.000000 Penalty: 5900.525391
	Iteration 76Q: 3 clusters Score -1.948475e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145599 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -19484752.000000 Penalty: 5900.525391
	Iteration 77Q: 3 clusters Score -1.948475e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145614 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -19484752.000000 Penalty: 5900.525391
	Iteration 78Q: 3 clusters Score -1.948475e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145633 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -19484786.000000 Penalty: 5900.525391
	Iteration 79Q: 3 clusters Score -1.948479e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145648 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -19484766.000000 Penalty: 5900.525391
	Iteration 80F: 3 clusters Score -1.948477e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145657 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -19484772.000000 Penalty: 5900.525391
	Iteration 81Q: 3 clusters Score -1.948477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145662 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -19484778.000000 Penalty: 5900.525391
	Iteration 82Q: 3 clusters Score -1.948478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145666 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -19484778.000000 Penalty: 5900.525391
	Iteration 83Q: 3 clusters Score -1.948478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145668 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -19484778.000000 Penalty: 5900.525391
	Iteration 84Q: 3 clusters Score -1.948478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145674 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -19484790.000000 Penalty: 5900.525391
	Iteration 85Q: 3 clusters Score -1.948479e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145682 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -19484788.000000 Penalty: 5900.525391
	Iteration 86Q: 3 clusters Score -1.948479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145692 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -19484782.000000 Penalty: 5900.525391
	Iteration 87Q: 3 clusters Score -1.948478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145705 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -19484814.000000 Penalty: 5900.525391
	Iteration 88Q: 3 clusters Score -1.948481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145711 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -19484802.000000 Penalty: 5900.525391
	Iteration 89Q: 3 clusters Score -1.94848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145719 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -19484796.000000 Penalty: 5900.525391
	Iteration 90Q: 3 clusters Score -1.94848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145722 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -19484810.000000 Penalty: 5900.525391
	Iteration 91Q: 3 clusters Score -1.948481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145729 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -19484802.000000 Penalty: 5900.525391
	Iteration 92Q: 3 clusters Score -1.94848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145738 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -19484804.000000 Penalty: 5900.525391
	Iteration 93Q: 3 clusters Score -1.94848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145746 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -19484800.000000 Penalty: 5900.525391
	Iteration 94Q: 3 clusters Score -1.94848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145750 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -19484816.000000 Penalty: 5900.525391
	Iteration 95Q: 3 clusters Score -1.948482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145753 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -19484800.000000 Penalty: 5900.525391
	Iteration 96Q: 3 clusters Score -1.94848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145757 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -19484806.000000 Penalty: 5900.525391
	Iteration 97Q: 3 clusters Score -1.948481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145763 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -19484806.000000 Penalty: 5900.525391
	Iteration 98Q: 3 clusters Score -1.948481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145768 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -19484816.000000 Penalty: 5900.525391
	Iteration 99Q: 3 clusters Score -1.948482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145771 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -19484810.000000 Penalty: 5900.525391
	Iteration 100F: 3 clusters Score -1.948481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145773 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -19484800.000000 Penalty: 5900.525391
	Iteration 101Q: 3 clusters Score -1.94848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145777 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -19484796.000000 Penalty: 5900.525391
	Iteration 102Q: 3 clusters Score -1.94848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145780 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -19484802.000000 Penalty: 5900.525391
	Iteration 103Q: 3 clusters Score -1.94848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145780 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -19484802.000000 Penalty: 5900.525391
	Iteration 104F: 3 clusters Score -1.94848e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -77356.773438 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -77356.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -75721.148438 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -75721.15 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -76072.781250 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -76072.78 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -76144.570312 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -76144.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -76185.390625 Penalty: 3200.998047
	Iteration 3Q: 3 clusters Score -76185.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -76206.695312 Penalty: 3200.998047
	Iteration 4Q: 3 clusters Score -76206.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -76236.445312 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -76236.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -76263.945312 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -76263.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -76281.273438 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -76281.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76292.375000 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -76292.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -76308.703125 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -76308.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -76313.242188 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -76313.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -76317.617188 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -76317.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -76320.343750 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -76320.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -76322.429688 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -76322.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -76325.312500 Penalty: 3200.998047
	Iteration 14Q: 3 clusters Score -76325.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -76325.312500 Penalty: 3200.998047
	Iteration 15F: 3 clusters Score -76325.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -22654.449219 Penalty: 1335.354858
	Iteration 0F: 2 clusters Score -22654.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21661.082031 Penalty: 2670.709717
	Iteration 0F: 3 clusters Score -21661.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21752.041016 Penalty: 2670.709717
	Iteration 1F: 3 clusters Score -21752.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -21777.878906 Penalty: 2670.709717
	Iteration 2Q: 3 clusters Score -21777.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21791.460938 Penalty: 2670.709717
	Iteration 3Q: 3 clusters Score -21791.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21803.394531 Penalty: 2670.709717
	Iteration 4Q: 3 clusters Score -21803.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21808.724609 Penalty: 2670.709717
	Iteration 5Q: 3 clusters Score -21808.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -21831.222656 Penalty: 2670.709717
	Iteration 6Q: 3 clusters Score -21831.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21841.048828 Penalty: 2670.709717
	Iteration 7Q: 3 clusters Score -21841.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21850.271484 Penalty: 2670.709717
	Iteration 8Q: 3 clusters Score -21850.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -21872.697266 Penalty: 2670.709717
	Iteration 9Q: 3 clusters Score -21872.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -21876.166016 Penalty: 2670.709717
	Iteration 10Q: 3 clusters Score -21876.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21903.244141 Penalty: 2670.709717
	Iteration 11Q: 3 clusters Score -21903.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21934.158203 Penalty: 2670.709717
	Iteration 12Q: 3 clusters Score -21934.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21950.097656 Penalty: 2670.709717
	Iteration 13Q: 3 clusters Score -21950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21977.089844 Penalty: 2670.709717
	Iteration 14Q: 3 clusters Score -21977.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22015.320312 Penalty: 2670.709717
	Iteration 15Q: 3 clusters Score -22015.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22133.593750 Penalty: 2670.709717
	Iteration 16Q: 3 clusters Score -22133.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22194.134766 Penalty: 2670.709717
	Iteration 17Q: 3 clusters Score -22194.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22194.134766 Penalty: 2670.709717
	Iteration 18F: 3 clusters Score -22194.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159737 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170122 members 
Mstep: Class 5 contains 2798 members 
Mstep: Class 6 contains 53608 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 3835 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169265 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9034 members 
Mstep: Class 15 contains 164347 members 
Mstep: Class 16 contains 164575 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25614 members 
Mstep: Class 20 contains 53967 members 
Mstep: Class 21 contains 158863 members 
Mstep: Class 22 contains 81697 members 
Mstep: Class 23 contains 146711 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408384.000000 Penalty: 87655.367188
Iteration 439Q: 26 clusters Score -1.804084e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159725 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170098 members 
Mstep: Class 5 contains 2797 members 
Mstep: Class 6 contains 53614 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 3830 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169265 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9039 members 
Mstep: Class 15 contains 164346 members 
Mstep: Class 16 contains 164596 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25615 members 
Mstep: Class 20 contains 53979 members 
Mstep: Class 21 contains 158863 members 
Mstep: Class 22 contains 81695 members 
Mstep: Class 23 contains 146711 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408336.000000 Penalty: 87655.367188
Iteration 440F: 26 clusters Score -1.804083e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159718 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170093 members 
Mstep: Class 5 contains 2796 members 
Mstep: Class 6 contains 53620 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 3827 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169262 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9040 members 
Mstep: Class 15 contains 164357 members 
Mstep: Class 16 contains 164622 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25614 members 
Mstep: Class 20 contains 53982 members 
Mstep: Class 21 contains 158875 members 
Mstep: Class 22 contains 81693 members 
Mstep: Class 23 contains 146674 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408240.000000 Penalty: 87655.367188
Iteration 441Q: 26 clusters Score -1.804082e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159703 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170093 members 
Mstep: Class 5 contains 2794 members 
Mstep: Class 6 contains 53622 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 3826 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169253 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9050 members 
Mstep: Class 15 contains 164373 members 
Mstep: Class 16 contains 164644 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25616 members 
Mstep: Class 20 contains 53984 members 
Mstep: Class 21 contains 158891 members 
Mstep: Class 22 contains 81691 members 
Mstep: Class 23 contains 146633 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408064.000000 Penalty: 87655.367188
Iteration 442Q: 26 clusters Score -1.804081e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159685 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170089 members 
Mstep: Class 5 contains 2793 members 
Mstep: Class 6 contains 53626 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 3823 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169245 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9059 members 
Mstep: Class 15 contains 164384 members 
Mstep: Class 16 contains 164677 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25617 members 
Mstep: Class 20 contains 53990 members 
Mstep: Class 21 contains 158892 members 
Mstep: Class 22 contains 81687 members 
Mstep: Class 23 contains 146606 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408096.000000 Penalty: 87655.367188
Iteration 443Q: 26 clusters Score -1.804081e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159673 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170077 members 
Mstep: Class 5 contains 2789 members 
Mstep: Class 6 contains 53629 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 3823 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169230 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9064 members 
Mstep: Class 15 contains 164405 members 
Mstep: Class 16 contains 164703 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25617 members 
Mstep: Class 20 contains 54002 members 
Mstep: Class 21 contains 158893 members 
Mstep: Class 22 contains 81685 members 
Mstep: Class 23 contains 146583 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408048.000000 Penalty: 87655.367188
Iteration 444Q: 26 clusters Score -1.80408e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159662 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170080 members 
Mstep: Class 5 contains 2789 members 
Mstep: Class 6 contains 53629 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 3826 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169217 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9063 members 
Mstep: Class 15 contains 164406 members 
Mstep: Class 16 contains 164749 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25619 members 
Mstep: Class 20 contains 54010 members 
Mstep: Class 21 contains 158893 members 
Mstep: Class 22 contains 81678 members 
Mstep: Class 23 contains 146552 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408112.000000 Penalty: 87655.367188
Iteration 445Q: 26 clusters Score -1.804081e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159662 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170085 members 
Mstep: Class 5 contains 2789 members 
Mstep: Class 6 contains 53628 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1348 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 3825 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169211 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9062 members 
Mstep: Class 15 contains 164406 members 
Mstep: Class 16 contains 164788 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25622 members 
Mstep: Class 20 contains 54019 members 
Mstep: Class 21 contains 158896 members 
Mstep: Class 22 contains 81676 members 
Mstep: Class 23 contains 146504 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408320.000000 Penalty: 87655.367188
Iteration 446Q: 26 clusters Score -1.804083e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159653 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170102 members 
Mstep: Class 5 contains 2789 members 
Mstep: Class 6 contains 53623 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6450 members 
Mstep: Class 10 contains 3828 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169202 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9064 members 
Mstep: Class 15 contains 164410 members 
Mstep: Class 16 contains 164813 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25624 members 
Mstep: Class 20 contains 54027 members 
Mstep: Class 21 contains 158916 members 
Mstep: Class 22 contains 81671 members 
Mstep: Class 23 contains 146450 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408240.000000 Penalty: 87655.367188
Iteration 447Q: 26 clusters Score -1.804082e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159639 members 
Mstep: Class 2 contains 2336 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170090 members 
Mstep: Class 5 contains 2787 members 
Mstep: Class 6 contains 53630 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6451 members 
Mstep: Class 10 contains 3832 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169188 members 
Mstep: Class 13 contains 2004 members 
Mstep: Class 14 contains 9069 members 
Mstep: Class 15 contains 164418 members 
Mstep: Class 16 contains 164852 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25628 members 
Mstep: Class 20 contains 54039 members 
Mstep: Class 21 contains 158929 members 
Mstep: Class 22 contains 81670 members 
Mstep: Class 23 contains 146399 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408000.000000 Penalty: 87655.367188
Iteration 448Q: 26 clusters Score -1.80408e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159653 members 
Mstep: Class 2 contains 2337 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170101 members 
Mstep: Class 5 contains 2785 members 
Mstep: Class 6 contains 53632 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6450 members 
Mstep: Class 10 contains 3833 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169164 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9072 members 
Mstep: Class 15 contains 164425 members 
Mstep: Class 16 contains 164852 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25631 members 
Mstep: Class 20 contains 54052 members 
Mstep: Class 21 contains 158944 members 
Mstep: Class 22 contains 81675 members 
Mstep: Class 23 contains 146350 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407920.000000 Penalty: 87655.367188
Iteration 449Q: 26 clusters Score -1.804079e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159652 members 
Mstep: Class 2 contains 2337 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170124 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 53633 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6450 members 
Mstep: Class 10 contains 3830 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169146 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9081 members 
Mstep: Class 15 contains 164455 members 
Mstep: Class 16 contains 164867 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25635 members 
Mstep: Class 20 contains 54063 members 
Mstep: Class 21 contains 158939 members 
Mstep: Class 22 contains 81678 members 
Mstep: Class 23 contains 146283 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408080.000000 Penalty: 87655.367188
Iteration 450Q: 26 clusters Score -1.804081e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159637 members 
Mstep: Class 2 contains 2337 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170147 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 53636 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6450 members 
Mstep: Class 10 contains 3830 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169146 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9079 members 
Mstep: Class 15 contains 164471 members 
Mstep: Class 16 contains 164882 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25641 members 
Mstep: Class 20 contains 54060 members 
Mstep: Class 21 contains 158936 members 
Mstep: Class 22 contains 81679 members 
Mstep: Class 23 contains 146242 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407936.000000 Penalty: 87655.367188
Iteration 451Q: 26 clusters Score -1.804079e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159627 members 
Mstep: Class 2 contains 2337 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170149 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 53631 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6450 members 
Mstep: Class 10 contains 3832 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169141 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9080 members 
Mstep: Class 15 contains 164493 members 
Mstep: Class 16 contains 164901 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25644 members 
Mstep: Class 20 contains 54066 members 
Mstep: Class 21 contains 158948 members 
Mstep: Class 22 contains 81680 members 
Mstep: Class 23 contains 146192 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408112.000000 Penalty: 87655.367188
Iteration 452Q: 26 clusters Score -1.804081e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159622 members 
Mstep: Class 2 contains 2336 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170152 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 53638 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6450 members 
Mstep: Class 10 contains 3832 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169128 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9082 members 
Mstep: Class 15 contains 164500 members 
Mstep: Class 16 contains 164908 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25649 members 
Mstep: Class 20 contains 54077 members 
Mstep: Class 21 contains 158959 members 
Mstep: Class 22 contains 81680 members 
Mstep: Class 23 contains 146158 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408336.000000 Penalty: 87655.367188
Iteration 453Q: 26 clusters Score -1.804083e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159618 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170153 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 53639 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6450 members 
Mstep: Class 10 contains 3831 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169121 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9083 members 
Mstep: Class 15 contains 164511 members 
Mstep: Class 16 contains 164913 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25653 members 
Mstep: Class 20 contains 54086 members 
Mstep: Class 21 contains 158965 members 
Mstep: Class 22 contains 81679 members 
Mstep: Class 23 contains 146134 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408176.000000 Penalty: 87655.367188
Iteration 454Q: 26 clusters Score -1.804082e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159630 members 
Mstep: Class 2 contains 2334 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170163 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 53643 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6451 members 
Mstep: Class 10 contains 3832 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169118 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9090 members 
Mstep: Class 15 contains 164512 members 
Mstep: Class 16 contains 164914 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25658 members 
Mstep: Class 20 contains 54096 members 
Mstep: Class 21 contains 158979 members 
Mstep: Class 22 contains 81679 members 
Mstep: Class 23 contains 146072 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408272.000000 Penalty: 87655.367188
Iteration 455Q: 26 clusters Score -1.804083e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159634 members 
Mstep: Class 2 contains 2334 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170168 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 53648 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 10 contains 3832 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169107 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9095 members 
Mstep: Class 15 contains 164513 members 
Mstep: Class 16 contains 164921 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25668 members 
Mstep: Class 20 contains 54102 members 
Mstep: Class 21 contains 159005 members 
Mstep: Class 22 contains 81684 members 
Mstep: Class 23 contains 146008 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408160.000000 Penalty: 87655.367188
Iteration 456Q: 26 clusters Score -1.804082e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159639 members 
Mstep: Class 2 contains 2332 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170182 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 53661 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6453 members 
Mstep: Class 10 contains 3832 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169097 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9101 members 
Mstep: Class 15 contains 164509 members 
Mstep: Class 16 contains 164941 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25676 members 
Mstep: Class 20 contains 54105 members 
Mstep: Class 21 contains 159032 members 
Mstep: Class 22 contains 81682 members 
Mstep: Class 23 contains 145929 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407952.000000 Penalty: 87655.367188
Iteration 457Q: 26 clusters Score -1.80408e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159648 members 
Mstep: Class 2 contains 2331 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170187 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 53658 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6453 members 
Mstep: Class 10 contains 3829 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169096 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9110 members 
Mstep: Class 15 contains 164507 members 
Mstep: Class 16 contains 164985 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25681 members 
Mstep: Class 20 contains 54109 members 
Mstep: Class 21 contains 159044 members 
Mstep: Class 22 contains 81688 members 
Mstep: Class 23 contains 145845 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408048.000000 Penalty: 87655.367188
Iteration 458Q: 26 clusters Score -1.80408e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159652 members 
Mstep: Class 2 contains 2331 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170191 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 53664 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6453 members 
Mstep: Class 10 contains 3824 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169087 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9132 members 
Mstep: Class 15 contains 164520 members 
Mstep: Class 16 contains 164999 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25686 members 
Mstep: Class 20 contains 54113 members 
Mstep: Class 21 contains 159044 members 
Mstep: Class 22 contains 81694 members 
Mstep: Class 23 contains 145781 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408352.000000 Penalty: 87655.367188
Iteration 459Q: 26 clusters Score -1.804084e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159657 members 
Mstep: Class 2 contains 2331 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170179 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 53668 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6453 members 
Mstep: Class 10 contains 3820 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169087 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9151 members 
Mstep: Class 15 contains 164525 members 
Mstep: Class 16 contains 165036 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25690 members 
Mstep: Class 20 contains 54114 members 
Mstep: Class 21 contains 159048 members 
Mstep: Class 22 contains 81698 members 
Mstep: Class 23 contains 145714 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408160.000000 Penalty: 87655.367188
Iteration 460F: 26 clusters Score -1.804082e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159666 members 
Mstep: Class 2 contains 2331 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170169 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 53671 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6453 members 
Mstep: Class 10 contains 3817 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169092 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9163 members 
Mstep: Class 15 contains 164529 members 
Mstep: Class 16 contains 165065 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25692 members 
Mstep: Class 20 contains 54122 members 
Mstep: Class 21 contains 159043 members 
Mstep: Class 22 contains 81705 members 
Mstep: Class 23 contains 145653 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408544.000000 Penalty: 87655.367188
Iteration 461Q: 26 clusters Score -1.804085e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159668 members 
Mstep: Class 2 contains 2331 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170165 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 53677 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6453 members 
Mstep: Class 10 contains 3814 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169102 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9181 members 
Mstep: Class 15 contains 164534 members 
Mstep: Class 16 contains 165081 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25688 members 
Mstep: Class 20 contains 54132 members 
Mstep: Class 21 contains 159055 members 
Mstep: Class 22 contains 81714 members 
Mstep: Class 23 contains 145577 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408464.000000 Penalty: 87655.367188
Iteration 462Q: 26 clusters Score -1.804085e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159654 members 
Mstep: Class 2 contains 2331 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170178 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 53679 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6453 members 
Mstep: Class 10 contains 3812 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169107 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9184 members 
Mstep: Class 15 contains 164532 members 
Mstep: Class 16 contains 165116 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25695 members 
Mstep: Class 20 contains 54138 members 
Mstep: Class 21 contains 159046 members 
Mstep: Class 22 contains 81718 members 
Mstep: Class 23 contains 145529 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408480.000000 Penalty: 87655.367188
Iteration 463Q: 26 clusters Score -1.804085e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159654 members 
Mstep: Class 2 contains 2331 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170193 members 
Mstep: Class 5 contains 2782 members 
Mstep: Class 6 contains 53671 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6453 members 
Mstep: Class 10 contains 3807 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169116 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9181 members 
Mstep: Class 15 contains 164532 members 
Mstep: Class 16 contains 165169 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25701 members 
Mstep: Class 20 contains 54141 members 
Mstep: Class 21 contains 159038 members 
Mstep: Class 22 contains 81726 members 
Mstep: Class 23 contains 145460 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408240.000000 Penalty: 87655.367188
Iteration 464Q: 26 clusters Score -1.804082e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159666 members 
Mstep: Class 2 contains 2331 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170206 members 
Mstep: Class 5 contains 2781 members 
Mstep: Class 6 contains 53673 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6453 members 
Mstep: Class 10 contains 3804 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169125 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9178 members 
Mstep: Class 15 contains 164548 members 
Mstep: Class 16 contains 165194 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25706 members 
Mstep: Class 20 contains 54147 members 
Mstep: Class 21 contains 159045 members 
Mstep: Class 22 contains 81733 members 
Mstep: Class 23 contains 145365 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408352.000000 Penalty: 87655.367188
Iteration 465Q: 26 clusters Score -1.804084e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159680 members 
Mstep: Class 2 contains 2331 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170238 members 
Mstep: Class 5 contains 2779 members 
Mstep: Class 6 contains 53676 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 3801 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169125 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9172 members 
Mstep: Class 15 contains 164551 members 
Mstep: Class 16 contains 165242 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25702 members 
Mstep: Class 20 contains 54163 members 
Mstep: Class 21 contains 159063 members 
Mstep: Class 22 contains 81736 members 
Mstep: Class 23 contains 145242 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408160.000000 Penalty: 87655.367188
Iteration 466Q: 26 clusters Score -1.804082e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159675 members 
Mstep: Class 2 contains 2331 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170252 members 
Mstep: Class 5 contains 2776 members 
Mstep: Class 6 contains 53682 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 3795 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169124 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9172 members 
Mstep: Class 15 contains 164558 members 
Mstep: Class 16 contains 165291 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25699 members 
Mstep: Class 20 contains 54170 members 
Mstep: Class 21 contains 159081 members 
Mstep: Class 22 contains 81746 members 
Mstep: Class 23 contains 145149 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408000.000000 Penalty: 87655.367188
Iteration 467Q: 26 clusters Score -1.80408e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159674 members 
Mstep: Class 2 contains 2331 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 170263 members 
Mstep: Class 5 contains 2774 members 
Mstep: Class 6 contains 53686 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 3788 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169127 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9169 members 
Mstep: Class 15 contains 164555 members 
Mstep: Class 16 contains 165316 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25700 members 
Mstep: Class 20 contains 54174 members 
Mstep: Class 21 contains 159125 members 
Mstep: Class 22 contains 81756 members 
Mstep: Class 23 contains 145063 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408048.000000 Penalty: 87655.367188
Iteration 468Q: 26 clusters Score -1.80408e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159682 members 
Mstep: Class 2 contains 2331 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170277 members 
Mstep: Class 5 contains 2773 members 
Mstep: Class 6 contains 53686 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 3784 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169138 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9168 members 
Mstep: Class 15 contains 164557 members 
Mstep: Class 16 contains 165337 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25706 members 
Mstep: Class 20 contains 54177 members 
Mstep: Class 21 contains 159141 members 
Mstep: Class 22 contains 81756 members 
Mstep: Class 23 contains 144987 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408176.000000 Penalty: 87655.367188
Iteration 469Q: 26 clusters Score -1.804082e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159685 members 
Mstep: Class 2 contains 2330 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170290 members 
Mstep: Class 5 contains 2773 members 
Mstep: Class 6 contains 53691 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 3781 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169148 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9176 members 
Mstep: Class 15 contains 164552 members 
Mstep: Class 16 contains 165336 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25714 members 
Mstep: Class 20 contains 54184 members 
Mstep: Class 21 contains 159157 members 
Mstep: Class 22 contains 81766 members 
Mstep: Class 23 contains 144917 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408048.000000 Penalty: 87655.367188
Iteration 470Q: 26 clusters Score -1.80408e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159695 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170319 members 
Mstep: Class 5 contains 2773 members 
Mstep: Class 6 contains 53692 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 3780 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169162 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9183 members 
Mstep: Class 15 contains 164549 members 
Mstep: Class 16 contains 165338 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25715 members 
Mstep: Class 20 contains 54187 members 
Mstep: Class 21 contains 159161 members 
Mstep: Class 22 contains 81773 members 
Mstep: Class 23 contains 144844 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407952.000000 Penalty: 87655.367188
Iteration 471Q: 26 clusters Score -1.80408e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159679 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170338 members 
Mstep: Class 5 contains 2773 members 
Mstep: Class 6 contains 53695 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 3781 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169181 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9201 members 
Mstep: Class 15 contains 164555 members 
Mstep: Class 16 contains 165341 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25720 members 
Mstep: Class 20 contains 54188 members 
Mstep: Class 21 contains 159161 members 
Mstep: Class 22 contains 81782 members 
Mstep: Class 23 contains 144776 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408144.000000 Penalty: 87655.367188
Iteration 472Q: 26 clusters Score -1.804081e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159682 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170351 members 
Mstep: Class 5 contains 2774 members 
Mstep: Class 6 contains 53700 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 3783 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169190 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9218 members 
Mstep: Class 15 contains 164549 members 
Mstep: Class 16 contains 165341 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25721 members 
Mstep: Class 20 contains 54192 members 
Mstep: Class 21 contains 159180 members 
Mstep: Class 22 contains 81779 members 
Mstep: Class 23 contains 144711 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408016.000000 Penalty: 87655.367188
Iteration 473Q: 26 clusters Score -1.80408e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159687 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170358 members 
Mstep: Class 5 contains 2773 members 
Mstep: Class 6 contains 53703 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169197 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9215 members 
Mstep: Class 15 contains 164554 members 
Mstep: Class 16 contains 165348 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25724 members 
Mstep: Class 20 contains 54194 members 
Mstep: Class 21 contains 159200 members 
Mstep: Class 22 contains 81781 members 
Mstep: Class 23 contains 144650 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408160.000000 Penalty: 87655.367188
Iteration 474Q: 26 clusters Score -1.804082e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159692 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170352 members 
Mstep: Class 5 contains 2771 members 
Mstep: Class 6 contains 53714 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6455 members 
Mstep: Class 10 contains 3788 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169199 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9212 members 
Mstep: Class 15 contains 164548 members 
Mstep: Class 16 contains 165366 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25730 members 
Mstep: Class 20 contains 54194 members 
Mstep: Class 21 contains 159229 members 
Mstep: Class 22 contains 81785 members 
Mstep: Class 23 contains 144590 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408160.000000 Penalty: 87655.367188
Iteration 475Q: 26 clusters Score -1.804082e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159697 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170347 members 
Mstep: Class 5 contains 2768 members 
Mstep: Class 6 contains 53735 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6455 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169191 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9201 members 
Mstep: Class 15 contains 164545 members 
Mstep: Class 16 contains 165364 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25737 members 
Mstep: Class 20 contains 54194 members 
Mstep: Class 21 contains 159270 members 
Mstep: Class 22 contains 81792 members 
Mstep: Class 23 contains 144542 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407776.000000 Penalty: 87655.367188
Iteration 476Q: 26 clusters Score -1.804078e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159711 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170350 members 
Mstep: Class 5 contains 2767 members 
Mstep: Class 6 contains 53741 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6455 members 
Mstep: Class 10 contains 3783 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169192 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9194 members 
Mstep: Class 15 contains 164538 members 
Mstep: Class 16 contains 165380 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25739 members 
Mstep: Class 20 contains 54200 members 
Mstep: Class 21 contains 159296 members 
Mstep: Class 22 contains 81797 members 
Mstep: Class 23 contains 144482 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408176.000000 Penalty: 87655.367188
Iteration 477Q: 26 clusters Score -1.804082e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159727 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170351 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 53756 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6455 members 
Mstep: Class 10 contains 3781 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169189 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9195 members 
Mstep: Class 15 contains 164552 members 
Mstep: Class 16 contains 165395 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25741 members 
Mstep: Class 20 contains 54208 members 
Mstep: Class 21 contains 159289 members 
Mstep: Class 22 contains 81800 members 
Mstep: Class 23 contains 144420 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408272.000000 Penalty: 87655.367188
Iteration 478Q: 26 clusters Score -1.804083e+08 nChanged 455
Entering ConstructFrom: 
Score: -180408272.000000 Penalty: 87655.367188
Entering ConstructFrom: 
Trying to split cluster 1 (159743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159743 members 
Entering Unmasked Estep 
Score: -21172938.000000 Penalty: 2971.367676
	Iteration 0F: 2 clusters Score -2.117294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80075 members 
Mstep: Class 2 contains 79668 members 
Entering Unmasked Estep 
Score: -21068398.000000 Penalty: 5942.735352
	Iteration 0F: 3 clusters Score -2.10684e+07 nChanged 76562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84759 members 
Mstep: Class 2 contains 74984 members 
Entering Unmasked Estep 
Score: -21113540.000000 Penalty: 5942.735352
	Iteration 1F: 3 clusters Score -2.111354e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87741 members 
Mstep: Class 2 contains 72002 members 
Entering Unmasked Estep 
Score: -21114896.000000 Penalty: 5942.735352
	Iteration 2Q: 3 clusters Score -2.11149e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92323 members 
Mstep: Class 2 contains 67420 members 
Entering Unmasked Estep 
Score: -21116718.000000 Penalty: 5942.735352
	Iteration 3Q: 3 clusters Score -2.111672e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98909 members 
Mstep: Class 2 contains 60834 members 
Entering Unmasked Estep 
Score: -21119968.000000 Penalty: 5942.735352
	Iteration 4Q: 3 clusters Score -2.111997e+07 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108149 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -21125688.000000 Penalty: 5942.735352
	Iteration 5F: 3 clusters Score -2.112569e+07 nChanged 12192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120087 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -21134526.000000 Penalty: 5942.735352
	Iteration 6F: 3 clusters Score -2.113453e+07 nChanged 13417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133432 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -21146292.000000 Penalty: 5942.735352
	Iteration 7F: 3 clusters Score -2.114629e+07 nChanged 12107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145523 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -21158264.000000 Penalty: 5942.735352
	Iteration 8F: 3 clusters Score -2.115826e+07 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153515 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -21166080.000000 Penalty: 5942.735352
	Iteration 9F: 3 clusters Score -2.116608e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157437 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -21169174.000000 Penalty: 5942.735352
	Iteration 10Q: 3 clusters Score -2.116917e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158875 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -21169982.000000 Penalty: 5942.735352
	Iteration 11Q: 3 clusters Score -2.116998e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159269 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -21170168.000000 Penalty: 5942.735352
	Iteration 12Q: 3 clusters Score -2.117017e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159412 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -21170266.000000 Penalty: 5942.735352
	Iteration 13Q: 3 clusters Score -2.117027e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159464 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21170328.000000 Penalty: 5942.735352
	Iteration 14Q: 3 clusters Score -2.117033e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159487 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -21170362.000000 Penalty: 5942.735352
	Iteration 15Q: 3 clusters Score -2.117036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159497 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21170368.000000 Penalty: 5942.735352
	Iteration 16Q: 3 clusters Score -2.117037e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159507 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -21170390.000000 Penalty: 5942.735352
	Iteration 17Q: 3 clusters Score -2.117039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159511 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -21170404.000000 Penalty: 5942.735352
	Iteration 18Q: 3 clusters Score -2.11704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159513 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -21170406.000000 Penalty: 5942.735352
	Iteration 19Q: 3 clusters Score -2.117041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159515 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -21170416.000000 Penalty: 5942.735352
	Iteration 20F: 3 clusters Score -2.117042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159519 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21170420.000000 Penalty: 5942.735352
	Iteration 21Q: 3 clusters Score -2.117042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159521 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21170422.000000 Penalty: 5942.735352
	Iteration 22Q: 3 clusters Score -2.117042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159523 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21170436.000000 Penalty: 5942.735352
	Iteration 23Q: 3 clusters Score -2.117044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159523 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21170436.000000 Penalty: 5942.735352
	Iteration 24F: 3 clusters Score -2.117044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Entering Unmasked Estep 
Score: -303574.375000 Penalty: 1922.792236
	Iteration 0F: 2 clusters Score -303574.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -300745.562500 Penalty: 3845.584473
	Iteration 0F: 3 clusters Score -300745.6 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -301337.687500 Penalty: 3845.584473
	Iteration 1F: 3 clusters Score -301337.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -301530.781250 Penalty: 3845.584473
	Iteration 2F: 3 clusters Score -301530.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -301684.500000 Penalty: 3845.584473
	Iteration 3F: 3 clusters Score -301684.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -301843.062500 Penalty: 3845.584473
	Iteration 4F: 3 clusters Score -301843.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -301981.687500 Penalty: 3845.584473
	Iteration 5Q: 3 clusters Score -301981.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -302151.843750 Penalty: 3845.584473
	Iteration 6Q: 3 clusters Score -302151.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -302297.875000 Penalty: 3845.584473
	Iteration 7F: 3 clusters Score -302297.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -302395.125000 Penalty: 3845.584473
	Iteration 8Q: 3 clusters Score -302395.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -302466.593750 Penalty: 3845.584473
	Iteration 9Q: 3 clusters Score -302466.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -302527.718750 Penalty: 3845.584473
	Iteration 10Q: 3 clusters Score -302527.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -302586.843750 Penalty: 3845.584473
	Iteration 11Q: 3 clusters Score -302586.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -302618.187500 Penalty: 3845.584473
	Iteration 12Q: 3 clusters Score -302618.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -302641.156250 Penalty: 3845.584473
	Iteration 13Q: 3 clusters Score -302641.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -302662.968750 Penalty: 3845.584473
	Iteration 14Q: 3 clusters Score -302663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -302680.875000 Penalty: 3845.584473
	Iteration 15Q: 3 clusters Score -302680.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -302692.937500 Penalty: 3845.584473
	Iteration 16Q: 3 clusters Score -302692.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -302698.625000 Penalty: 3845.584473
	Iteration 17Q: 3 clusters Score -302698.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -302704.375000 Penalty: 3845.584473
	Iteration 18Q: 3 clusters Score -302704.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -302708.187500 Penalty: 3845.584473
	Iteration 19Q: 3 clusters Score -302708.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -302717.468750 Penalty: 3845.584473
	Iteration 20F: 3 clusters Score -302717.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -302725.781250 Penalty: 3845.584473
	Iteration 21Q: 3 clusters Score -302725.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -302732.125000 Penalty: 3845.584473
	Iteration 22Q: 3 clusters Score -302732.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -302736.031250 Penalty: 3845.584473
	Iteration 23Q: 3 clusters Score -302736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -302736.406250 Penalty: 3845.584473
	Iteration 24Q: 3 clusters Score -302736.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -302736.406250 Penalty: 3845.584473
	Iteration 25F: 3 clusters Score -302736.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -118206.171875 Penalty: 1686.718140
	Iteration 0F: 2 clusters Score -118206.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -116376.187500 Penalty: 3373.436279
	Iteration 0F: 3 clusters Score -116376.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -116640.718750 Penalty: 3373.436279
	Iteration 1F: 3 clusters Score -116640.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -116727.406250 Penalty: 3373.436279
	Iteration 2F: 3 clusters Score -116727.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -116774.710938 Penalty: 3373.436279
	Iteration 3Q: 3 clusters Score -116774.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -116801.242188 Penalty: 3373.436279
	Iteration 4Q: 3 clusters Score -116801.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -116819.453125 Penalty: 3373.436279
	Iteration 5Q: 3 clusters Score -116819.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -116827.804688 Penalty: 3373.436279
	Iteration 6Q: 3 clusters Score -116827.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -116834.687500 Penalty: 3373.436279
	Iteration 7Q: 3 clusters Score -116834.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -116836.203125 Penalty: 3373.436279
	Iteration 8Q: 3 clusters Score -116836.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -116842.257812 Penalty: 3373.436279
	Iteration 9Q: 3 clusters Score -116842.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -116842.953125 Penalty: 3373.436279
	Iteration 10Q: 3 clusters Score -116843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -116845.476562 Penalty: 3373.436279
	Iteration 11Q: 3 clusters Score -116845.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -116848.828125 Penalty: 3373.436279
	Iteration 12Q: 3 clusters Score -116848.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -116850.312500 Penalty: 3373.436279
	Iteration 13Q: 3 clusters Score -116850.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -116850.312500 Penalty: 3373.436279
	Iteration 14F: 3 clusters Score -116850.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (170368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170368 members 
Entering Unmasked Estep 
Score: -22613800.000000 Penalty: 2987.337646
	Iteration 0F: 2 clusters Score -2.26138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85296 members 
Mstep: Class 2 contains 85072 members 
Entering Unmasked Estep 
Score: -22501646.000000 Penalty: 5974.675293
	Iteration 0F: 3 clusters Score -2.250165e+07 nChanged 81586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88192 members 
Mstep: Class 2 contains 82176 members 
Entering Unmasked Estep 
Score: -22548662.000000 Penalty: 5974.675293
	Iteration 1F: 3 clusters Score -2.254866e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90456 members 
Mstep: Class 2 contains 79912 members 
Entering Unmasked Estep 
Score: -22549740.000000 Penalty: 5974.675293
	Iteration 2Q: 3 clusters Score -2.254974e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94065 members 
Mstep: Class 2 contains 76303 members 
Entering Unmasked Estep 
Score: -22551342.000000 Penalty: 5974.675293
	Iteration 3Q: 3 clusters Score -2.255134e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99664 members 
Mstep: Class 2 contains 70704 members 
Entering Unmasked Estep 
Score: -22553908.000000 Penalty: 5974.675293
	Iteration 4Q: 3 clusters Score -2.255391e+07 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107847 members 
Mstep: Class 2 contains 62521 members 
Entering Unmasked Estep 
Score: -22558990.000000 Penalty: 5974.675293
	Iteration 5F: 3 clusters Score -2.255899e+07 nChanged 12032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118773 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -22566948.000000 Penalty: 5974.675293
	Iteration 6F: 3 clusters Score -2.256695e+07 nChanged 13681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131668 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -22577942.000000 Penalty: 5974.675293
	Iteration 7F: 3 clusters Score -2.257794e+07 nChanged 13511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144749 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -22589842.000000 Penalty: 5974.675293
	Iteration 8F: 3 clusters Score -2.258984e+07 nChanged 11132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155667 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -22599964.000000 Penalty: 5974.675293
	Iteration 9F: 3 clusters Score -2.259996e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162947 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -22606300.000000 Penalty: 5974.675293
	Iteration 10Q: 3 clusters Score -2.26063e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166769 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -22609264.000000 Penalty: 5974.675293
	Iteration 11Q: 3 clusters Score -2.260926e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168517 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -22610360.000000 Penalty: 5974.675293
	Iteration 12Q: 3 clusters Score -2.261036e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169259 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -22610912.000000 Penalty: 5974.675293
	Iteration 13Q: 3 clusters Score -2.261091e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169591 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -22611068.000000 Penalty: 5974.675293
	Iteration 14Q: 3 clusters Score -2.261107e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169726 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -22611176.000000 Penalty: 5974.675293
	Iteration 15Q: 3 clusters Score -2.261118e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169804 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -22611228.000000 Penalty: 5974.675293
	Iteration 16Q: 3 clusters Score -2.261123e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169841 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -22611264.000000 Penalty: 5974.675293
	Iteration 17Q: 3 clusters Score -2.261126e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169872 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -22611298.000000 Penalty: 5974.675293
	Iteration 18Q: 3 clusters Score -2.26113e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169892 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -22611292.000000 Penalty: 5974.675293
	Iteration 19Q: 3 clusters Score -2.261129e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169905 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -22611312.000000 Penalty: 5974.675293
	Iteration 20F: 3 clusters Score -2.261131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169912 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -22611330.000000 Penalty: 5974.675293
	Iteration 21Q: 3 clusters Score -2.261133e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169918 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -22611316.000000 Penalty: 5974.675293
	Iteration 22Q: 3 clusters Score -2.261132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169919 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -22611320.000000 Penalty: 5974.675293
	Iteration 23Q: 3 clusters Score -2.261132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169922 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -22611320.000000 Penalty: 5974.675293
	Iteration 24Q: 3 clusters Score -2.261132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169923 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -22611328.000000 Penalty: 5974.675293
	Iteration 25Q: 3 clusters Score -2.261133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169922 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -22611330.000000 Penalty: 5974.675293
	Iteration 26Q: 3 clusters Score -2.261133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169923 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -22611328.000000 Penalty: 5974.675293
	Iteration 27Q: 3 clusters Score -2.261133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169924 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -22611332.000000 Penalty: 5974.675293
	Iteration 28Q: 3 clusters Score -2.261133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169924 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -22611326.000000 Penalty: 5974.675293
	Iteration 29Q: 3 clusters Score -2.261133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169924 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -22611326.000000 Penalty: 5974.675293
	Iteration 30F: 3 clusters Score -2.261133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Entering Unmasked Estep 
Score: -365883.718750 Penalty: 1965.439087
	Iteration 0F: 2 clusters Score -365883.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -362786.875000 Penalty: 3930.878174
	Iteration 0F: 3 clusters Score -362786.9 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -363368.625000 Penalty: 3930.878174
	Iteration 1F: 3 clusters Score -363368.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -363509.187500 Penalty: 3930.878174
	Iteration 2F: 3 clusters Score -363509.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -363595.187500 Penalty: 3930.878174
	Iteration 3Q: 3 clusters Score -363595.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -363650.187500 Penalty: 3930.878174
	Iteration 4Q: 3 clusters Score -363650.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -363705.156250 Penalty: 3930.878174
	Iteration 5Q: 3 clusters Score -363705.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -363765.843750 Penalty: 3930.878174
	Iteration 6Q: 3 clusters Score -363765.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -363821.125000 Penalty: 3930.878174
	Iteration 7Q: 3 clusters Score -363821.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -363876.906250 Penalty: 3930.878174
	Iteration 8Q: 3 clusters Score -363876.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -363925.031250 Penalty: 3930.878174
	Iteration 9Q: 3 clusters Score -363925 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -363970.593750 Penalty: 3930.878174
	Iteration 10Q: 3 clusters Score -363970.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -364001.687500 Penalty: 3930.878174
	Iteration 11Q: 3 clusters Score -364001.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -364025.625000 Penalty: 3930.878174
	Iteration 12Q: 3 clusters Score -364025.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -364050.937500 Penalty: 3930.878174
	Iteration 13Q: 3 clusters Score -364050.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -364066.343750 Penalty: 3930.878174
	Iteration 14Q: 3 clusters Score -364066.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -364077.093750 Penalty: 3930.878174
	Iteration 15Q: 3 clusters Score -364077.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -364084.031250 Penalty: 3930.878174
	Iteration 16Q: 3 clusters Score -364084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -364090.468750 Penalty: 3930.878174
	Iteration 17Q: 3 clusters Score -364090.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -364097.375000 Penalty: 3930.878174
	Iteration 18Q: 3 clusters Score -364097.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -364104.031250 Penalty: 3930.878174
	Iteration 19Q: 3 clusters Score -364104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -364111.187500 Penalty: 3930.878174
	Iteration 20F: 3 clusters Score -364111.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -364113.968750 Penalty: 3930.878174
	Iteration 21Q: 3 clusters Score -364114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -364115.250000 Penalty: 3930.878174
	Iteration 22Q: 3 clusters Score -364115.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -364118.843750 Penalty: 3930.878174
	Iteration 23Q: 3 clusters Score -364118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -364120.406250 Penalty: 3930.878174
	Iteration 24Q: 3 clusters Score -364120.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -364124.031250 Penalty: 3930.878174
	Iteration 25Q: 3 clusters Score -364124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -364127.937500 Penalty: 3930.878174
	Iteration 26Q: 3 clusters Score -364127.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -364131.687500 Penalty: 3930.878174
	Iteration 27Q: 3 clusters Score -364131.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -364136.718750 Penalty: 3930.878174
	Iteration 28Q: 3 clusters Score -364136.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -364140.812500 Penalty: 3930.878174
	Iteration 29Q: 3 clusters Score -364140.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -364146.343750 Penalty: 3930.878174
	Iteration 30Q: 3 clusters Score -364146.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -364152.562500 Penalty: 3930.878174
	Iteration 31Q: 3 clusters Score -364152.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -364157.875000 Penalty: 3930.878174
	Iteration 32Q: 3 clusters Score -364157.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -364162.000000 Penalty: 3930.878174
	Iteration 33Q: 3 clusters Score -364162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -364164.437500 Penalty: 3930.878174
	Iteration 34Q: 3 clusters Score -364164.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -364166.937500 Penalty: 3930.878174
	Iteration 35Q: 3 clusters Score -364166.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -364169.500000 Penalty: 3930.878174
	Iteration 36Q: 3 clusters Score -364169.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -364172.343750 Penalty: 3930.878174
	Iteration 37Q: 3 clusters Score -364172.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -364173.687500 Penalty: 3930.878174
	Iteration 38Q: 3 clusters Score -364173.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -364174.531250 Penalty: 3930.878174
	Iteration 39Q: 3 clusters Score -364174.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -364174.531250 Penalty: 3930.878174
	Iteration 40F: 3 clusters Score -364174.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (53768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53768 members 
Entering Unmasked Estep 
Score: -7252989.500000 Penalty: 2701.323730
	Iteration 0F: 2 clusters Score -7252990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -7216866.500000 Penalty: 5402.647461
	Iteration 0F: 3 clusters Score -7216866 nChanged 24841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -7230893.000000 Penalty: 5402.647461
	Iteration 1F: 3 clusters Score -7230893 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -7231651.000000 Penalty: 5402.647461
	Iteration 2Q: 3 clusters Score -7231651 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -7232543.000000 Penalty: 5402.647461
	Iteration 3Q: 3 clusters Score -7232543 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -7233768.500000 Penalty: 5402.647461
	Iteration 4Q: 3 clusters Score -7233768 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -7235233.500000 Penalty: 5402.647461
	Iteration 5Q: 3 clusters Score -7235234 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -7237048.000000 Penalty: 5402.647461
	Iteration 6Q: 3 clusters Score -7237048 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -7239046.000000 Penalty: 5402.647461
	Iteration 7F: 3 clusters Score -7239046 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -7240875.000000 Penalty: 5402.647461
	Iteration 8F: 3 clusters Score -7240875 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -7242514.000000 Penalty: 5402.647461
	Iteration 9Q: 3 clusters Score -7242514 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -7243856.000000 Penalty: 5402.647461
	Iteration 10Q: 3 clusters Score -7243856 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -7244898.500000 Penalty: 5402.647461
	Iteration 11Q: 3 clusters Score -7244898 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -7245850.500000 Penalty: 5402.647461
	Iteration 12Q: 3 clusters Score -7245850 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -7246794.000000 Penalty: 5402.647461
	Iteration 13Q: 3 clusters Score -7246794 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -7247664.500000 Penalty: 5402.647461
	Iteration 14Q: 3 clusters Score -7247664 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 49533 members 
Entering Unmasked Estep 
Score: -7248448.000000 Penalty: 5402.647461
	Iteration 15Q: 3 clusters Score -7248448 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -7249061.500000 Penalty: 5402.647461
	Iteration 16Q: 3 clusters Score -7249062 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 51274 members 
Entering Unmasked Estep 
Score: -7249485.000000 Penalty: 5402.647461
	Iteration 17Q: 3 clusters Score -7249485 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -7249842.000000 Penalty: 5402.647461
	Iteration 18Q: 3 clusters Score -7249842 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 52170 members 
Entering Unmasked Estep 
Score: -7250047.500000 Penalty: 5402.647461
	Iteration 19Q: 3 clusters Score -7250048 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
Score: -7250227.000000 Penalty: 5402.647461
	Iteration 20F: 3 clusters Score -7250227 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -7250325.000000 Penalty: 5402.647461
	Iteration 21Q: 3 clusters Score -7250325 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 52755 members 
Entering Unmasked Estep 
Score: -7250401.500000 Penalty: 5402.647461
	Iteration 22Q: 3 clusters Score -7250402 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 52836 members 
Entering Unmasked Estep 
Score: -7250475.500000 Penalty: 5402.647461
	Iteration 23Q: 3 clusters Score -7250476 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -7250548.000000 Penalty: 5402.647461
	Iteration 24Q: 3 clusters Score -7250548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 52956 members 
Entering Unmasked Estep 
Score: -7250568.000000 Penalty: 5402.647461
	Iteration 25Q: 3 clusters Score -7250568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -7250620.500000 Penalty: 5402.647461
	Iteration 26Q: 3 clusters Score -7250620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -7250634.000000 Penalty: 5402.647461
	Iteration 27Q: 3 clusters Score -7250634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -7250636.000000 Penalty: 5402.647461
	Iteration 28Q: 3 clusters Score -7250636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 53063 members 
Entering Unmasked Estep 
Score: -7250646.500000 Penalty: 5402.647461
	Iteration 29Q: 3 clusters Score -7250646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 53077 members 
Entering Unmasked Estep 
Score: -7250652.000000 Penalty: 5402.647461
	Iteration 30Q: 3 clusters Score -7250652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 53088 members 
Entering Unmasked Estep 
Score: -7250657.500000 Penalty: 5402.647461
	Iteration 31Q: 3 clusters Score -7250658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 53097 members 
Entering Unmasked Estep 
Score: -7250672.500000 Penalty: 5402.647461
	Iteration 32Q: 3 clusters Score -7250672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 53105 members 
Entering Unmasked Estep 
Score: -7250674.500000 Penalty: 5402.647461
	Iteration 33Q: 3 clusters Score -7250674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 53113 members 
Entering Unmasked Estep 
Score: -7250688.500000 Penalty: 5402.647461
	Iteration 34Q: 3 clusters Score -7250688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -7250687.000000 Penalty: 5402.647461
	Iteration 35Q: 3 clusters Score -7250687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 53118 members 
Entering Unmasked Estep 
Score: -7250691.000000 Penalty: 5402.647461
	Iteration 36Q: 3 clusters Score -7250691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -7250688.500000 Penalty: 5402.647461
	Iteration 37Q: 3 clusters Score -7250688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -7250691.500000 Penalty: 5402.647461
	Iteration 38Q: 3 clusters Score -7250692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -7250694.000000 Penalty: 5402.647461
	Iteration 39Q: 3 clusters Score -7250694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -7250694.000000 Penalty: 5402.647461
	Iteration 40F: 3 clusters Score -7250694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -134434.046875 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -134434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -132417.859375 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -132417.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -132876.046875 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -132876 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -133205.093750 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -133205.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -133559.078125 Penalty: 3479.793213
	Iteration 3F: 3 clusters Score -133559.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -133991.125000 Penalty: 3479.793213
	Iteration 4F: 3 clusters Score -133991.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -134678.171875 Penalty: 3479.793213
	Iteration 5F: 3 clusters Score -134678.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -134916.750000 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -134916.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -134982.500000 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -134982.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -135003.671875 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -135003.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -135015.531250 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -135015.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -135022.296875 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -135022.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -135030.171875 Penalty: 3479.793213
	Iteration 11Q: 3 clusters Score -135030.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -135038.093750 Penalty: 3479.793213
	Iteration 12Q: 3 clusters Score -135038.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -135049.156250 Penalty: 3479.793213
	Iteration 13Q: 3 clusters Score -135049.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -135070.171875 Penalty: 3479.793213
	Iteration 14Q: 3 clusters Score -135070.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -135095.375000 Penalty: 3479.793213
	Iteration 15Q: 3 clusters Score -135095.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -135117.015625 Penalty: 3479.793213
	Iteration 16Q: 3 clusters Score -135117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -135126.421875 Penalty: 3479.793213
	Iteration 17Q: 3 clusters Score -135126.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -135129.187500 Penalty: 3479.793213
	Iteration 18Q: 3 clusters Score -135129.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -135131.187500 Penalty: 3479.793213
	Iteration 19Q: 3 clusters Score -135131.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -135132.546875 Penalty: 3479.793213
	Iteration 20F: 3 clusters Score -135132.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159743 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170368 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 53768 members 
Mstep: Class 7 contains 613 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6455 members 
Mstep: Class 10 contains 3778 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169189 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9187 members 
Mstep: Class 15 contains 164562 members 
Mstep: Class 16 contains 165417 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25741 members 
Mstep: Class 20 contains 54218 members 
Mstep: Class 21 contains 159287 members 
Mstep: Class 22 contains 81805 members 
Mstep: Class 23 contains 144341 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 501 members 
Entering Unmasked Estep 
Score: -180407168.000000 Penalty: 91161.578125
Splitting cluster 7 changes total score from -180408272.000000 to -180407168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Entering Unmasked Estep 
Score: -170891.921875 Penalty: 1786.997559
	Iteration 0F: 2 clusters Score -170891.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -168716.578125 Penalty: 3573.995117
	Iteration 0F: 3 clusters Score -168716.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -169119.328125 Penalty: 3573.995117
	Iteration 1F: 3 clusters Score -169119.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -169295.687500 Penalty: 3573.995117
	Iteration 2F: 3 clusters Score -169295.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -169401.015625 Penalty: 3573.995117
	Iteration 3F: 3 clusters Score -169401 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -169488.937500 Penalty: 3573.995117
	Iteration 4Q: 3 clusters Score -169488.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -169569.171875 Penalty: 3573.995117
	Iteration 5Q: 3 clusters Score -169569.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -169621.453125 Penalty: 3573.995117
	Iteration 6Q: 3 clusters Score -169621.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -169655.640625 Penalty: 3573.995117
	Iteration 7Q: 3 clusters Score -169655.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -169675.812500 Penalty: 3573.995117
	Iteration 8Q: 3 clusters Score -169675.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -169689.453125 Penalty: 3573.995117
	Iteration 9Q: 3 clusters Score -169689.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -169699.343750 Penalty: 3573.995117
	Iteration 10Q: 3 clusters Score -169699.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -169706.000000 Penalty: 3573.995117
	Iteration 11Q: 3 clusters Score -169706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -169708.906250 Penalty: 3573.995117
	Iteration 12Q: 3 clusters Score -169708.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -169716.593750 Penalty: 3573.995117
	Iteration 13Q: 3 clusters Score -169716.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -169720.734375 Penalty: 3573.995117
	Iteration 14Q: 3 clusters Score -169720.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -169721.406250 Penalty: 3573.995117
	Iteration 15Q: 3 clusters Score -169721.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -169721.984375 Penalty: 3573.995117
	Iteration 16Q: 3 clusters Score -169722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -169721.984375 Penalty: 3573.995117
	Iteration 17F: 3 clusters Score -169722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Entering Unmasked Estep 
Score: -817389.562500 Penalty: 2175.607422
	Iteration 0F: 2 clusters Score -817389.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -812003.687500 Penalty: 4351.214844
	Iteration 0F: 3 clusters Score -812003.7 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -813497.812500 Penalty: 4351.214844
	Iteration 1F: 3 clusters Score -813497.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -813974.687500 Penalty: 4351.214844
	Iteration 2F: 3 clusters Score -813974.7 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -814466.125000 Penalty: 4351.214844
	Iteration 3F: 3 clusters Score -814466.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -814872.812500 Penalty: 4351.214844
	Iteration 4F: 3 clusters Score -814872.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -815191.375000 Penalty: 4351.214844
	Iteration 5F: 3 clusters Score -815191.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -815431.250000 Penalty: 4351.214844
	Iteration 6F: 3 clusters Score -815431.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -815583.125000 Penalty: 4351.214844
	Iteration 7Q: 3 clusters Score -815583.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -815690.750000 Penalty: 4351.214844
	Iteration 8Q: 3 clusters Score -815690.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -815763.750000 Penalty: 4351.214844
	Iteration 9Q: 3 clusters Score -815763.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -815808.062500 Penalty: 4351.214844
	Iteration 10Q: 3 clusters Score -815808.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -815842.000000 Penalty: 4351.214844
	Iteration 11Q: 3 clusters Score -815842 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -815863.625000 Penalty: 4351.214844
	Iteration 12Q: 3 clusters Score -815863.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -815879.125000 Penalty: 4351.214844
	Iteration 13Q: 3 clusters Score -815879.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -815891.125000 Penalty: 4351.214844
	Iteration 14Q: 3 clusters Score -815891.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -815901.312500 Penalty: 4351.214844
	Iteration 15Q: 3 clusters Score -815901.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -815912.375000 Penalty: 4351.214844
	Iteration 16Q: 3 clusters Score -815912.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -815923.187500 Penalty: 4351.214844
	Iteration 17Q: 3 clusters Score -815923.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -815934.000000 Penalty: 4351.214844
	Iteration 18Q: 3 clusters Score -815934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -815941.937500 Penalty: 4351.214844
	Iteration 19Q: 3 clusters Score -815941.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -815945.125000 Penalty: 4351.214844
	Iteration 20F: 3 clusters Score -815945.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -815947.625000 Penalty: 4351.214844
	Iteration 21Q: 3 clusters Score -815947.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -815956.312500 Penalty: 4351.214844
	Iteration 22Q: 3 clusters Score -815956.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -815965.187500 Penalty: 4351.214844
	Iteration 23Q: 3 clusters Score -815965.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -815969.812500 Penalty: 4351.214844
	Iteration 24Q: 3 clusters Score -815969.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -815974.375000 Penalty: 4351.214844
	Iteration 25Q: 3 clusters Score -815974.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -815976.812500 Penalty: 4351.214844
	Iteration 26Q: 3 clusters Score -815976.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -815976.687500 Penalty: 4351.214844
	Iteration 27Q: 3 clusters Score -815976.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -815979.375000 Penalty: 4351.214844
	Iteration 28Q: 3 clusters Score -815979.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -815979.562500 Penalty: 4351.214844
	Iteration 29Q: 3 clusters Score -815979.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -815979.875000 Penalty: 4351.214844
	Iteration 30Q: 3 clusters Score -815979.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -815980.187500 Penalty: 4351.214844
	Iteration 31Q: 3 clusters Score -815980.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -815981.625000 Penalty: 4351.214844
	Iteration 32Q: 3 clusters Score -815981.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -815981.500000 Penalty: 4351.214844
	Iteration 33Q: 3 clusters Score -815981.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -815982.437500 Penalty: 4351.214844
	Iteration 34Q: 3 clusters Score -815982.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -815984.312500 Penalty: 4351.214844
	Iteration 35Q: 3 clusters Score -815984.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -815983.125000 Penalty: 4351.214844
	Iteration 36Q: 3 clusters Score -815983.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -815984.000000 Penalty: 4351.214844
	Iteration 37Q: 3 clusters Score -815984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -815984.687500 Penalty: 4351.214844
	Iteration 38Q: 3 clusters Score -815984.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -815984.125000 Penalty: 4351.214844
	Iteration 39Q: 3 clusters Score -815984.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -815984.125000 Penalty: 4351.214844
	Iteration 40F: 3 clusters Score -815984.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Entering Unmasked Estep 
Score: -496883.875000 Penalty: 2042.763550
	Iteration 0F: 2 clusters Score -496883.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -493108.156250 Penalty: 4085.527100
	Iteration 0F: 3 clusters Score -493108.2 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -493931.875000 Penalty: 4085.527100
	Iteration 1F: 3 clusters Score -493931.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -494089.343750 Penalty: 4085.527100
	Iteration 2F: 3 clusters Score -494089.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -494176.468750 Penalty: 4085.527100
	Iteration 3Q: 3 clusters Score -494176.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -494229.281250 Penalty: 4085.527100
	Iteration 4Q: 3 clusters Score -494229.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -494271.781250 Penalty: 4085.527100
	Iteration 5Q: 3 clusters Score -494271.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -494301.812500 Penalty: 4085.527100
	Iteration 6Q: 3 clusters Score -494301.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -494324.968750 Penalty: 4085.527100
	Iteration 7Q: 3 clusters Score -494325 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -494341.375000 Penalty: 4085.527100
	Iteration 8Q: 3 clusters Score -494341.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -494354.906250 Penalty: 4085.527100
	Iteration 9Q: 3 clusters Score -494354.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -494367.062500 Penalty: 4085.527100
	Iteration 10Q: 3 clusters Score -494367.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -494375.437500 Penalty: 4085.527100
	Iteration 11Q: 3 clusters Score -494375.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -494381.812500 Penalty: 4085.527100
	Iteration 12Q: 3 clusters Score -494381.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -494389.906250 Penalty: 4085.527100
	Iteration 13Q: 3 clusters Score -494389.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -494395.281250 Penalty: 4085.527100
	Iteration 14Q: 3 clusters Score -494395.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -494399.156250 Penalty: 4085.527100
	Iteration 15Q: 3 clusters Score -494399.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -494401.937500 Penalty: 4085.527100
	Iteration 16Q: 3 clusters Score -494401.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -494403.281250 Penalty: 4085.527100
	Iteration 17Q: 3 clusters Score -494403.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -494405.718750 Penalty: 4085.527100
	Iteration 18Q: 3 clusters Score -494405.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -494408.375000 Penalty: 4085.527100
	Iteration 19Q: 3 clusters Score -494408.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -494410.750000 Penalty: 4085.527100
	Iteration 20F: 3 clusters Score -494410.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -494410.281250 Penalty: 4085.527100
	Iteration 21Q: 3 clusters Score -494410.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -494411.593750 Penalty: 4085.527100
	Iteration 22Q: 3 clusters Score -494411.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -494411.312500 Penalty: 4085.527100
	Iteration 23Q: 3 clusters Score -494411.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -494412.312500 Penalty: 4085.527100
	Iteration 24Q: 3 clusters Score -494412.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -494412.687500 Penalty: 4085.527100
	Iteration 25Q: 3 clusters Score -494412.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -494412.687500 Penalty: 4085.527100
	Iteration 26F: 3 clusters Score -494412.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -74900.015625 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -74900.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -73263.257812 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -73263.26 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -73480.484375 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -73480.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -73532.070312 Penalty: 3184.317383
	Iteration 2Q: 3 clusters Score -73532.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -73559.265625 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -73559.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -73566.046875 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -73566.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -73572.070312 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -73572.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -73576.710938 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -73576.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -73576.710938 Penalty: 3184.317383
	Iteration 7F: 3 clusters Score -73576.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (169189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169189 members 
Entering Unmasked Estep 
Score: -22665216.000000 Penalty: 2985.615479
	Iteration 0F: 2 clusters Score -2.266522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84489 members 
Mstep: Class 2 contains 84700 members 
Entering Unmasked Estep 
Score: -22558674.000000 Penalty: 5971.230957
	Iteration 0F: 3 clusters Score -2.255867e+07 nChanged 81019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82658 members 
Mstep: Class 2 contains 86531 members 
Entering Unmasked Estep 
Score: -22605606.000000 Penalty: 5971.230957
	Iteration 1F: 3 clusters Score -2.260561e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81347 members 
Mstep: Class 2 contains 87842 members 
Entering Unmasked Estep 
Score: -22606398.000000 Penalty: 5971.230957
	Iteration 2Q: 3 clusters Score -2.26064e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79197 members 
Mstep: Class 2 contains 89992 members 
Entering Unmasked Estep 
Score: -22607340.000000 Penalty: 5971.230957
	Iteration 3Q: 3 clusters Score -2.260734e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75902 members 
Mstep: Class 2 contains 93287 members 
Entering Unmasked Estep 
Score: -22608738.000000 Penalty: 5971.230957
	Iteration 4Q: 3 clusters Score -2.260874e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71055 members 
Mstep: Class 2 contains 98134 members 
Entering Unmasked Estep 
Score: -22611042.000000 Penalty: 5971.230957
	Iteration 5Q: 3 clusters Score -2.261104e+07 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64181 members 
Mstep: Class 2 contains 105008 members 
Entering Unmasked Estep 
Score: -22614430.000000 Penalty: 5971.230957
	Iteration 6Q: 3 clusters Score -2.261443e+07 nChanged 10078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 114466 members 
Entering Unmasked Estep 
Score: -22620050.000000 Penalty: 5971.230957
	Iteration 7F: 3 clusters Score -2.262005e+07 nChanged 12268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 126362 members 
Entering Unmasked Estep 
Score: -22628690.000000 Penalty: 5971.230957
	Iteration 8F: 3 clusters Score -2.262869e+07 nChanged 13156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 139372 members 
Entering Unmasked Estep 
Score: -22639588.000000 Penalty: 5971.230957
	Iteration 9F: 3 clusters Score -2.263959e+07 nChanged 11704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 150978 members 
Entering Unmasked Estep 
Score: -22651528.000000 Penalty: 5971.230957
	Iteration 10F: 3 clusters Score -2.265153e+07 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 159987 members 
Entering Unmasked Estep 
Score: -22659254.000000 Penalty: 5971.230957
	Iteration 11F: 3 clusters Score -2.265925e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 165505 members 
Entering Unmasked Estep 
Score: -22661850.000000 Penalty: 5971.230957
	Iteration 12Q: 3 clusters Score -2.266185e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 167872 members 
Entering Unmasked Estep 
Score: -22662384.000000 Penalty: 5971.230957
	Iteration 13Q: 3 clusters Score -2.266238e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 168600 members 
Entering Unmasked Estep 
Score: -22662518.000000 Penalty: 5971.230957
	Iteration 14Q: 3 clusters Score -2.266252e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 168812 members 
Entering Unmasked Estep 
Score: -22662648.000000 Penalty: 5971.230957
	Iteration 15Q: 3 clusters Score -2.266265e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 168887 members 
Entering Unmasked Estep 
Score: -22662654.000000 Penalty: 5971.230957
	Iteration 16Q: 3 clusters Score -2.266265e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 168910 members 
Entering Unmasked Estep 
Score: -22662678.000000 Penalty: 5971.230957
	Iteration 17Q: 3 clusters Score -2.266268e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 168917 members 
Entering Unmasked Estep 
Score: -22662680.000000 Penalty: 5971.230957
	Iteration 18Q: 3 clusters Score -2.266268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 168920 members 
Entering Unmasked Estep 
Score: -22662696.000000 Penalty: 5971.230957
	Iteration 19Q: 3 clusters Score -2.26627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 168923 members 
Entering Unmasked Estep 
Score: -22662714.000000 Penalty: 5971.230957
	Iteration 20F: 3 clusters Score -2.266271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 168926 members 
Entering Unmasked Estep 
Score: -22662706.000000 Penalty: 5971.230957
	Iteration 21Q: 3 clusters Score -2.266271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 168934 members 
Entering Unmasked Estep 
Score: -22662738.000000 Penalty: 5971.230957
	Iteration 22Q: 3 clusters Score -2.266274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 168939 members 
Entering Unmasked Estep 
Score: -22662750.000000 Penalty: 5971.230957
	Iteration 23Q: 3 clusters Score -2.266275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 168940 members 
Entering Unmasked Estep 
Score: -22662758.000000 Penalty: 5971.230957
	Iteration 24Q: 3 clusters Score -2.266276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 168944 members 
Entering Unmasked Estep 
Score: -22662756.000000 Penalty: 5971.230957
	Iteration 25Q: 3 clusters Score -2.266276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 168944 members 
Entering Unmasked Estep 
Score: -22662746.000000 Penalty: 5971.230957
	Iteration 26Q: 3 clusters Score -2.266275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 168948 members 
Entering Unmasked Estep 
Score: -22662760.000000 Penalty: 5971.230957
	Iteration 27Q: 3 clusters Score -2.266276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 168948 members 
Entering Unmasked Estep 
Score: -22662760.000000 Penalty: 5971.230957
	Iteration 28F: 3 clusters Score -2.266276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Entering Unmasked Estep 
Score: -269211.250000 Penalty: 1885.643066
	Iteration 0F: 2 clusters Score -269211.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -266537.593750 Penalty: 3771.286133
	Iteration 0F: 3 clusters Score -266537.6 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -266978.906250 Penalty: 3771.286133
	Iteration 1F: 3 clusters Score -266978.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -267117.031250 Penalty: 3771.286133
	Iteration 2F: 3 clusters Score -267117 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -267183.531250 Penalty: 3771.286133
	Iteration 3Q: 3 clusters Score -267183.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -267221.968750 Penalty: 3771.286133
	Iteration 4Q: 3 clusters Score -267222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -267244.937500 Penalty: 3771.286133
	Iteration 5Q: 3 clusters Score -267244.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -267263.375000 Penalty: 3771.286133
	Iteration 6Q: 3 clusters Score -267263.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -267278.125000 Penalty: 3771.286133
	Iteration 7Q: 3 clusters Score -267278.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -267288.968750 Penalty: 3771.286133
	Iteration 8Q: 3 clusters Score -267289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -267292.718750 Penalty: 3771.286133
	Iteration 9Q: 3 clusters Score -267292.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -267293.937500 Penalty: 3771.286133
	Iteration 10Q: 3 clusters Score -267293.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -267296.531250 Penalty: 3771.286133
	Iteration 11Q: 3 clusters Score -267296.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -267297.375000 Penalty: 3771.286133
	Iteration 12Q: 3 clusters Score -267297.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -267297.781250 Penalty: 3771.286133
	Iteration 13Q: 3 clusters Score -267297.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -267298.250000 Penalty: 3771.286133
	Iteration 14Q: 3 clusters Score -267298.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -267298.250000 Penalty: 3771.286133
	Iteration 15F: 3 clusters Score -267298.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Entering Unmasked Estep 
Score: -1241058.625000 Penalty: 2263.135010
	Iteration 0F: 2 clusters Score -1241059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1233967.750000 Penalty: 4526.270020
	Iteration 0F: 3 clusters Score -1233968 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1235894.875000 Penalty: 4526.270020
	Iteration 1F: 3 clusters Score -1235895 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1236124.250000 Penalty: 4526.270020
	Iteration 2F: 3 clusters Score -1236124 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1236267.875000 Penalty: 4526.270020
	Iteration 3Q: 3 clusters Score -1236268 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1236366.500000 Penalty: 4526.270020
	Iteration 4Q: 3 clusters Score -1236366 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1236436.875000 Penalty: 4526.270020
	Iteration 5Q: 3 clusters Score -1236437 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1236487.750000 Penalty: 4526.270020
	Iteration 6Q: 3 clusters Score -1236488 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1236531.750000 Penalty: 4526.270020
	Iteration 7Q: 3 clusters Score -1236532 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1236577.625000 Penalty: 4526.270020
	Iteration 8Q: 3 clusters Score -1236578 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1236606.625000 Penalty: 4526.270020
	Iteration 9Q: 3 clusters Score -1236607 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1236633.375000 Penalty: 4526.270020
	Iteration 10Q: 3 clusters Score -1236633 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1236654.000000 Penalty: 4526.270020
	Iteration 11Q: 3 clusters Score -1236654 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1236677.875000 Penalty: 4526.270020
	Iteration 12Q: 3 clusters Score -1236678 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1236701.875000 Penalty: 4526.270020
	Iteration 13Q: 3 clusters Score -1236702 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1236723.500000 Penalty: 4526.270020
	Iteration 14Q: 3 clusters Score -1236724 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1236738.500000 Penalty: 4526.270020
	Iteration 15Q: 3 clusters Score -1236738 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1236754.500000 Penalty: 4526.270020
	Iteration 16Q: 3 clusters Score -1236754 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1236763.000000 Penalty: 4526.270020
	Iteration 17Q: 3 clusters Score -1236763 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1236775.750000 Penalty: 4526.270020
	Iteration 18Q: 3 clusters Score -1236776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1236779.500000 Penalty: 4526.270020
	Iteration 19Q: 3 clusters Score -1236780 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1236789.500000 Penalty: 4526.270020
	Iteration 20F: 3 clusters Score -1236790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1236799.875000 Penalty: 4526.270020
	Iteration 21Q: 3 clusters Score -1236800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1236806.625000 Penalty: 4526.270020
	Iteration 22Q: 3 clusters Score -1236807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1236809.625000 Penalty: 4526.270020
	Iteration 23Q: 3 clusters Score -1236810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1236824.125000 Penalty: 4526.270020
	Iteration 24Q: 3 clusters Score -1236824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1236826.375000 Penalty: 4526.270020
	Iteration 25Q: 3 clusters Score -1236826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1236837.000000 Penalty: 4526.270020
	Iteration 26Q: 3 clusters Score -1236837 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1236842.750000 Penalty: 4526.270020
	Iteration 27Q: 3 clusters Score -1236843 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1236853.000000 Penalty: 4526.270020
	Iteration 28Q: 3 clusters Score -1236853 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1236853.250000 Penalty: 4526.270020
	Iteration 29Q: 3 clusters Score -1236853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1236864.625000 Penalty: 4526.270020
	Iteration 30Q: 3 clusters Score -1236865 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1236873.000000 Penalty: 4526.270020
	Iteration 31Q: 3 clusters Score -1236873 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1236883.250000 Penalty: 4526.270020
	Iteration 32Q: 3 clusters Score -1236883 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1236891.000000 Penalty: 4526.270020
	Iteration 33Q: 3 clusters Score -1236891 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1236902.375000 Penalty: 4526.270020
	Iteration 34Q: 3 clusters Score -1236902 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1236917.375000 Penalty: 4526.270020
	Iteration 35Q: 3 clusters Score -1236917 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1236926.875000 Penalty: 4526.270020
	Iteration 36Q: 3 clusters Score -1236927 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1236939.375000 Penalty: 4526.270020
	Iteration 37Q: 3 clusters Score -1236939 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1236951.250000 Penalty: 4526.270020
	Iteration 38Q: 3 clusters Score -1236951 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1236965.875000 Penalty: 4526.270020
	Iteration 39Q: 3 clusters Score -1236966 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1236983.500000 Penalty: 4526.270020
	Iteration 40F: 3 clusters Score -1236984 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1236995.750000 Penalty: 4526.270020
	Iteration 41Q: 3 clusters Score -1236996 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1237017.500000 Penalty: 4526.270020
	Iteration 42Q: 3 clusters Score -1237018 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1237042.375000 Penalty: 4526.270020
	Iteration 43Q: 3 clusters Score -1237042 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1237066.375000 Penalty: 4526.270020
	Iteration 44Q: 3 clusters Score -1237066 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1237100.875000 Penalty: 4526.270020
	Iteration 45Q: 3 clusters Score -1237101 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1237157.250000 Penalty: 4526.270020
	Iteration 46Q: 3 clusters Score -1237157 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1237219.750000 Penalty: 4526.270020
	Iteration 47Q: 3 clusters Score -1237220 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1237300.750000 Penalty: 4526.270020
	Iteration 48Q: 3 clusters Score -1237301 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1237407.500000 Penalty: 4526.270020
	Iteration 49Q: 3 clusters Score -1237408 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1237524.125000 Penalty: 4526.270020
	Iteration 50Q: 3 clusters Score -1237524 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1237660.375000 Penalty: 4526.270020
	Iteration 51Q: 3 clusters Score -1237660 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1237847.875000 Penalty: 4526.270020
	Iteration 52Q: 3 clusters Score -1237848 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1238056.500000 Penalty: 4526.270020
	Iteration 53Q: 3 clusters Score -1238056 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1238249.250000 Penalty: 4526.270020
	Iteration 54Q: 3 clusters Score -1238249 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1238431.750000 Penalty: 4526.270020
	Iteration 55Q: 3 clusters Score -1238432 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1238590.125000 Penalty: 4526.270020
	Iteration 56Q: 3 clusters Score -1238590 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1238723.625000 Penalty: 4526.270020
	Iteration 57Q: 3 clusters Score -1238724 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1238835.125000 Penalty: 4526.270020
	Iteration 58Q: 3 clusters Score -1238835 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1238903.000000 Penalty: 4526.270020
	Iteration 59Q: 3 clusters Score -1238903 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1238966.500000 Penalty: 4526.270020
	Iteration 60F: 3 clusters Score -1238966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1239002.375000 Penalty: 4526.270020
	Iteration 61Q: 3 clusters Score -1239002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1239035.375000 Penalty: 4526.270020
	Iteration 62Q: 3 clusters Score -1239035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1239061.000000 Penalty: 4526.270020
	Iteration 63Q: 3 clusters Score -1239061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1239083.250000 Penalty: 4526.270020
	Iteration 64Q: 3 clusters Score -1239083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1239090.500000 Penalty: 4526.270020
	Iteration 65Q: 3 clusters Score -1239090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1239094.000000 Penalty: 4526.270020
	Iteration 66Q: 3 clusters Score -1239094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1239101.500000 Penalty: 4526.270020
	Iteration 67Q: 3 clusters Score -1239102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1239108.500000 Penalty: 4526.270020
	Iteration 68Q: 3 clusters Score -1239108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1239113.875000 Penalty: 4526.270020
	Iteration 69Q: 3 clusters Score -1239114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1239115.000000 Penalty: 4526.270020
	Iteration 70Q: 3 clusters Score -1239115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1239116.375000 Penalty: 4526.270020
	Iteration 71Q: 3 clusters Score -1239116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1239116.750000 Penalty: 4526.270020
	Iteration 72Q: 3 clusters Score -1239117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1239116.750000 Penalty: 4526.270020
	Iteration 73F: 3 clusters Score -1239117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (164562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164562 members 
Entering Unmasked Estep 
Score: -21823082.000000 Penalty: 2978.738525
	Iteration 0F: 2 clusters Score -2.182308e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82396 members 
Mstep: Class 2 contains 82166 members 
Entering Unmasked Estep 
Score: -21716846.000000 Penalty: 5957.477051
	Iteration 0F: 3 clusters Score -2.171685e+07 nChanged 78760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83978 members 
Mstep: Class 2 contains 80584 members 
Entering Unmasked Estep 
Score: -21762276.000000 Penalty: 5957.477051
	Iteration 1F: 3 clusters Score -2.176228e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84642 members 
Mstep: Class 2 contains 79920 members 
Entering Unmasked Estep 
Score: -21763110.000000 Penalty: 5957.477051
	Iteration 2Q: 3 clusters Score -2.176311e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85656 members 
Mstep: Class 2 contains 78906 members 
Entering Unmasked Estep 
Score: -21763974.000000 Penalty: 5957.477051
	Iteration 3Q: 3 clusters Score -2.176397e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87250 members 
Mstep: Class 2 contains 77312 members 
Entering Unmasked Estep 
Score: -21765038.000000 Penalty: 5957.477051
	Iteration 4Q: 3 clusters Score -2.176504e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89613 members 
Mstep: Class 2 contains 74949 members 
Entering Unmasked Estep 
Score: -21766408.000000 Penalty: 5957.477051
	Iteration 5Q: 3 clusters Score -2.176641e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93082 members 
Mstep: Class 2 contains 71480 members 
Entering Unmasked Estep 
Score: -21768292.000000 Penalty: 5957.477051
	Iteration 6Q: 3 clusters Score -2.176829e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98038 members 
Mstep: Class 2 contains 66524 members 
Entering Unmasked Estep 
Score: -21770914.000000 Penalty: 5957.477051
	Iteration 7Q: 3 clusters Score -2.177091e+07 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104922 members 
Mstep: Class 2 contains 59640 members 
Entering Unmasked Estep 
Score: -21775214.000000 Penalty: 5957.477051
	Iteration 8Q: 3 clusters Score -2.177521e+07 nChanged 9724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113932 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -21781554.000000 Penalty: 5957.477051
	Iteration 9F: 3 clusters Score -2.178155e+07 nChanged 10682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124180 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -21789850.000000 Penalty: 5957.477051
	Iteration 10F: 3 clusters Score -2.178985e+07 nChanged 10412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134296 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -21798532.000000 Penalty: 5957.477051
	Iteration 11F: 3 clusters Score -2.179853e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142611 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -21805940.000000 Penalty: 5957.477051
	Iteration 12F: 3 clusters Score -2.180594e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148797 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -21811592.000000 Penalty: 5957.477051
	Iteration 13Q: 3 clusters Score -2.181159e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153459 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -21815340.000000 Penalty: 5957.477051
	Iteration 14Q: 3 clusters Score -2.181534e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156984 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -21817760.000000 Penalty: 5957.477051
	Iteration 15Q: 3 clusters Score -2.181776e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159536 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -21819204.000000 Penalty: 5957.477051
	Iteration 16Q: 3 clusters Score -2.18192e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161208 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -21819856.000000 Penalty: 5957.477051
	Iteration 17Q: 3 clusters Score -2.181986e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162303 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -21820190.000000 Penalty: 5957.477051
	Iteration 18Q: 3 clusters Score -2.182019e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162974 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -21820420.000000 Penalty: 5957.477051
	Iteration 19Q: 3 clusters Score -2.182042e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163343 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -21820576.000000 Penalty: 5957.477051
	Iteration 20F: 3 clusters Score -2.182058e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163550 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -21820612.000000 Penalty: 5957.477051
	Iteration 21Q: 3 clusters Score -2.182061e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163671 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -21820650.000000 Penalty: 5957.477051
	Iteration 22Q: 3 clusters Score -2.182065e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163746 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -21820672.000000 Penalty: 5957.477051
	Iteration 23Q: 3 clusters Score -2.182067e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163779 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -21820700.000000 Penalty: 5957.477051
	Iteration 24Q: 3 clusters Score -2.18207e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163806 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -21820734.000000 Penalty: 5957.477051
	Iteration 25Q: 3 clusters Score -2.182073e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163829 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -21820702.000000 Penalty: 5957.477051
	Iteration 26Q: 3 clusters Score -2.18207e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163852 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -21820706.000000 Penalty: 5957.477051
	Iteration 27Q: 3 clusters Score -2.182071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163863 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -21820696.000000 Penalty: 5957.477051
	Iteration 28Q: 3 clusters Score -2.18207e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163875 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -21820720.000000 Penalty: 5957.477051
	Iteration 29Q: 3 clusters Score -2.182072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163879 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -21820712.000000 Penalty: 5957.477051
	Iteration 30Q: 3 clusters Score -2.182071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163884 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -21820728.000000 Penalty: 5957.477051
	Iteration 31Q: 3 clusters Score -2.182073e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163888 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -21820732.000000 Penalty: 5957.477051
	Iteration 32Q: 3 clusters Score -2.182073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163897 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -21820732.000000 Penalty: 5957.477051
	Iteration 33Q: 3 clusters Score -2.182073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163903 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -21820728.000000 Penalty: 5957.477051
	Iteration 34Q: 3 clusters Score -2.182073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163909 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -21820734.000000 Penalty: 5957.477051
	Iteration 35Q: 3 clusters Score -2.182073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163907 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -21820746.000000 Penalty: 5957.477051
	Iteration 36Q: 3 clusters Score -2.182075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163909 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -21820744.000000 Penalty: 5957.477051
	Iteration 37Q: 3 clusters Score -2.182074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163910 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -21820750.000000 Penalty: 5957.477051
	Iteration 38Q: 3 clusters Score -2.182075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163910 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -21820748.000000 Penalty: 5957.477051
	Iteration 39Q: 3 clusters Score -2.182075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163912 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -21820742.000000 Penalty: 5957.477051
	Iteration 40F: 3 clusters Score -2.182074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (165417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165417 members 
Entering Unmasked Estep 
Score: -22714476.000000 Penalty: 2980.023682
	Iteration 0F: 2 clusters Score -2.271448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82607 members 
Mstep: Class 2 contains 82810 members 
Entering Unmasked Estep 
Score: -22607652.000000 Penalty: 5960.047363
	Iteration 0F: 3 clusters Score -2.260765e+07 nChanged 79427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81446 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
Score: -22653750.000000 Penalty: 5960.047363
	Iteration 1F: 3 clusters Score -2.265375e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80662 members 
Mstep: Class 2 contains 84755 members 
Entering Unmasked Estep 
Score: -22654476.000000 Penalty: 5960.047363
	Iteration 2Q: 3 clusters Score -2.265448e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79494 members 
Mstep: Class 2 contains 85923 members 
Entering Unmasked Estep 
Score: -22655180.000000 Penalty: 5960.047363
	Iteration 3Q: 3 clusters Score -2.265518e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 87621 members 
Entering Unmasked Estep 
Score: -22655896.000000 Penalty: 5960.047363
	Iteration 4Q: 3 clusters Score -2.26559e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75137 members 
Mstep: Class 2 contains 90280 members 
Entering Unmasked Estep 
Score: -22656858.000000 Penalty: 5960.047363
	Iteration 5Q: 3 clusters Score -2.265686e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71151 members 
Mstep: Class 2 contains 94266 members 
Entering Unmasked Estep 
Score: -22658330.000000 Penalty: 5960.047363
	Iteration 6Q: 3 clusters Score -2.265833e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65171 members 
Mstep: Class 2 contains 100246 members 
Entering Unmasked Estep 
Score: -22660914.000000 Penalty: 5960.047363
	Iteration 7Q: 3 clusters Score -2.266091e+07 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56543 members 
Mstep: Class 2 contains 108874 members 
Entering Unmasked Estep 
Score: -22665958.000000 Penalty: 5960.047363
	Iteration 8F: 3 clusters Score -2.266596e+07 nChanged 11848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 120680 members 
Entering Unmasked Estep 
Score: -22674326.000000 Penalty: 5960.047363
	Iteration 9F: 3 clusters Score -2.267433e+07 nChanged 14391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 135065 members 
Entering Unmasked Estep 
Score: -22687114.000000 Penalty: 5960.047363
	Iteration 10F: 3 clusters Score -2.268711e+07 nChanged 13748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 148813 members 
Entering Unmasked Estep 
Score: -22699736.000000 Penalty: 5960.047363
	Iteration 11F: 3 clusters Score -2.269974e+07 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 158412 members 
Entering Unmasked Estep 
Score: -22707502.000000 Penalty: 5960.047363
	Iteration 12F: 3 clusters Score -2.27075e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 162929 members 
Entering Unmasked Estep 
Score: -22710412.000000 Penalty: 5960.047363
	Iteration 13Q: 3 clusters Score -2.271041e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 164461 members 
Entering Unmasked Estep 
Score: -22711286.000000 Penalty: 5960.047363
	Iteration 14Q: 3 clusters Score -2.271129e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 164900 members 
Entering Unmasked Estep 
Score: -22711578.000000 Penalty: 5960.047363
	Iteration 15Q: 3 clusters Score -2.271158e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 165032 members 
Entering Unmasked Estep 
Score: -22711748.000000 Penalty: 5960.047363
	Iteration 16Q: 3 clusters Score -2.271175e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 165073 members 
Entering Unmasked Estep 
Score: -22711798.000000 Penalty: 5960.047363
	Iteration 17Q: 3 clusters Score -2.27118e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 165096 members 
Entering Unmasked Estep 
Score: -22711902.000000 Penalty: 5960.047363
	Iteration 18Q: 3 clusters Score -2.27119e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 165109 members 
Entering Unmasked Estep 
Score: -22711926.000000 Penalty: 5960.047363
	Iteration 19Q: 3 clusters Score -2.271193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 165121 members 
Entering Unmasked Estep 
Score: -22711942.000000 Penalty: 5960.047363
	Iteration 20F: 3 clusters Score -2.271194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 165126 members 
Entering Unmasked Estep 
Score: -22711962.000000 Penalty: 5960.047363
	Iteration 21Q: 3 clusters Score -2.271196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 165126 members 
Entering Unmasked Estep 
Score: -22711954.000000 Penalty: 5960.047363
	Iteration 22Q: 3 clusters Score -2.271195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 165129 members 
Entering Unmasked Estep 
Score: -22711972.000000 Penalty: 5960.047363
	Iteration 23Q: 3 clusters Score -2.271197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 165136 members 
Entering Unmasked Estep 
Score: -22711968.000000 Penalty: 5960.047363
	Iteration 24Q: 3 clusters Score -2.271197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 165137 members 
Entering Unmasked Estep 
Score: -22711962.000000 Penalty: 5960.047363
	Iteration 25Q: 3 clusters Score -2.271196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 165139 members 
Entering Unmasked Estep 
Score: -22711972.000000 Penalty: 5960.047363
	Iteration 26Q: 3 clusters Score -2.271197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 165140 members 
Entering Unmasked Estep 
Score: -22711968.000000 Penalty: 5960.047363
	Iteration 27Q: 3 clusters Score -2.271197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 165139 members 
Entering Unmasked Estep 
Score: -22711970.000000 Penalty: 5960.047363
	Iteration 28Q: 3 clusters Score -2.271197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 165139 members 
Entering Unmasked Estep 
Score: -22711970.000000 Penalty: 5960.047363
	Iteration 29F: 3 clusters Score -2.271197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -26030.826172 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -26030.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24937.777344 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -24937.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -25091.146484 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -25091.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25175.537109 Penalty: 2730.644531
	Iteration 2Q: 3 clusters Score -25175.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25203.191406 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -25203.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -25210.542969 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -25210.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -25227.775391 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -25227.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -25227.775391 Penalty: 2730.644531
	Iteration 6F: 3 clusters Score -25227.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Entering Unmasked Estep 
Score: -50624.753906 Penalty: 1517.288086
	Iteration 0F: 2 clusters Score -50624.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49155.687500 Penalty: 3034.576172
	Iteration 0F: 3 clusters Score -49155.69 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49399.011719 Penalty: 3034.576172
	Iteration 1F: 3 clusters Score -49399.01 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49686.582031 Penalty: 3034.576172
	Iteration 2F: 3 clusters Score -49686.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49980.796875 Penalty: 3034.576172
	Iteration 3F: 3 clusters Score -49980.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50238.734375 Penalty: 3034.576172
	Iteration 4F: 3 clusters Score -50238.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -50528.214844 Penalty: 3034.576172
	Iteration 5F: 3 clusters Score -50528.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -50907.078125 Penalty: 3034.576172
	Iteration 6Q: 3 clusters Score -50907.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -51133.097656 Penalty: 3034.576172
	Iteration 7Q: 3 clusters Score -51133.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -51540.515625 Penalty: 3034.576172
	Iteration 8Q: 3 clusters Score -51540.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -51743.234375 Penalty: 3034.576172
	Iteration 9Q: 3 clusters Score -51743.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -51743.234375 Penalty: 3034.576172
	Iteration 10F: 3 clusters Score -51743.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159743 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170368 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 53768 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6455 members 
Mstep: Class 10 contains 3778 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169189 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9187 members 
Mstep: Class 15 contains 164562 members 
Mstep: Class 16 contains 165417 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 314 members 
Mstep: Class 19 contains 25741 members 
Mstep: Class 20 contains 54218 members 
Mstep: Class 21 contains 159287 members 
Mstep: Class 22 contains 81805 members 
Mstep: Class 23 contains 144341 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 140 members 
Entering Unmasked Estep 
Score: -180406608.000000 Penalty: 91161.578125
Splitting cluster 18 changes total score from -180408272.000000 to -180406608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (25741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Entering Unmasked Estep 
Score: -3414047.500000 Penalty: 2518.648193
	Iteration 0F: 2 clusters Score -3414048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -3396246.000000 Penalty: 5037.296387
	Iteration 0F: 3 clusters Score -3396246 nChanged 11485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -3402794.250000 Penalty: 5037.296387
	Iteration 1F: 3 clusters Score -3402794 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -3403716.250000 Penalty: 5037.296387
	Iteration 2F: 3 clusters Score -3403716 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -3405018.250000 Penalty: 5037.296387
	Iteration 3F: 3 clusters Score -3405018 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -3406644.500000 Penalty: 5037.296387
	Iteration 4F: 3 clusters Score -3406644 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -3408344.000000 Penalty: 5037.296387
	Iteration 5F: 3 clusters Score -3408344 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -3409791.250000 Penalty: 5037.296387
	Iteration 6F: 3 clusters Score -3409791 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -3410880.750000 Penalty: 5037.296387
	Iteration 7F: 3 clusters Score -3410881 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -3411559.750000 Penalty: 5037.296387
	Iteration 8Q: 3 clusters Score -3411560 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -3411955.500000 Penalty: 5037.296387
	Iteration 9Q: 3 clusters Score -3411956 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -3412203.750000 Penalty: 5037.296387
	Iteration 10Q: 3 clusters Score -3412204 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -3412357.500000 Penalty: 5037.296387
	Iteration 11Q: 3 clusters Score -3412358 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -3412430.500000 Penalty: 5037.296387
	Iteration 12Q: 3 clusters Score -3412430 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -3412489.250000 Penalty: 5037.296387
	Iteration 13Q: 3 clusters Score -3412489 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -3412539.000000 Penalty: 5037.296387
	Iteration 14Q: 3 clusters Score -3412539 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -3412568.000000 Penalty: 5037.296387
	Iteration 15Q: 3 clusters Score -3412568 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -3412589.750000 Penalty: 5037.296387
	Iteration 16Q: 3 clusters Score -3412590 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -3412606.500000 Penalty: 5037.296387
	Iteration 17Q: 3 clusters Score -3412606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -3412612.000000 Penalty: 5037.296387
	Iteration 18Q: 3 clusters Score -3412612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -3412624.000000 Penalty: 5037.296387
	Iteration 19Q: 3 clusters Score -3412624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -3412631.250000 Penalty: 5037.296387
	Iteration 20F: 3 clusters Score -3412631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -3412644.750000 Penalty: 5037.296387
	Iteration 21Q: 3 clusters Score -3412645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -3412644.500000 Penalty: 5037.296387
	Iteration 22Q: 3 clusters Score -3412644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -3412644.500000 Penalty: 5037.296387
	Iteration 23Q: 3 clusters Score -3412644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3412650.250000 Penalty: 5037.296387
	Iteration 24Q: 3 clusters Score -3412650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -3412649.250000 Penalty: 5037.296387
	Iteration 25Q: 3 clusters Score -3412649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -3412662.750000 Penalty: 5037.296387
	Iteration 26Q: 3 clusters Score -3412663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -3412664.750000 Penalty: 5037.296387
	Iteration 27Q: 3 clusters Score -3412665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -3412669.000000 Penalty: 5037.296387
	Iteration 28Q: 3 clusters Score -3412669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -3412673.750000 Penalty: 5037.296387
	Iteration 29Q: 3 clusters Score -3412674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -3412678.000000 Penalty: 5037.296387
	Iteration 30Q: 3 clusters Score -3412678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -3412684.750000 Penalty: 5037.296387
	Iteration 31Q: 3 clusters Score -3412685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3412690.750000 Penalty: 5037.296387
	Iteration 32Q: 3 clusters Score -3412691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -3412692.750000 Penalty: 5037.296387
	Iteration 33Q: 3 clusters Score -3412693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -3412694.250000 Penalty: 5037.296387
	Iteration 34Q: 3 clusters Score -3412694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -3412694.500000 Penalty: 5037.296387
	Iteration 35Q: 3 clusters Score -3412694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -3412701.250000 Penalty: 5037.296387
	Iteration 36Q: 3 clusters Score -3412701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -3412700.250000 Penalty: 5037.296387
	Iteration 37Q: 3 clusters Score -3412700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -3412696.000000 Penalty: 5037.296387
	Iteration 38Q: 3 clusters Score -3412696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -3412702.250000 Penalty: 5037.296387
	Iteration 39Q: 3 clusters Score -3412702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -3412703.250000 Penalty: 5037.296387
	Iteration 40F: 3 clusters Score -3412703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -3412705.000000 Penalty: 5037.296387
	Iteration 41Q: 3 clusters Score -3412705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -3412704.750000 Penalty: 5037.296387
	Iteration 42Q: 3 clusters Score -3412705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -3412702.500000 Penalty: 5037.296387
	Iteration 43Q: 3 clusters Score -3412702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -3412710.250000 Penalty: 5037.296387
	Iteration 44Q: 3 clusters Score -3412710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -3412710.750000 Penalty: 5037.296387
	Iteration 45Q: 3 clusters Score -3412711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -3412721.000000 Penalty: 5037.296387
	Iteration 46Q: 3 clusters Score -3412721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -3412723.250000 Penalty: 5037.296387
	Iteration 47Q: 3 clusters Score -3412723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -3412725.750000 Penalty: 5037.296387
	Iteration 48Q: 3 clusters Score -3412726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -3412728.500000 Penalty: 5037.296387
	Iteration 49Q: 3 clusters Score -3412728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -3412730.250000 Penalty: 5037.296387
	Iteration 50Q: 3 clusters Score -3412730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -3412732.250000 Penalty: 5037.296387
	Iteration 51Q: 3 clusters Score -3412732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -3412737.000000 Penalty: 5037.296387
	Iteration 52Q: 3 clusters Score -3412737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -3412736.500000 Penalty: 5037.296387
	Iteration 53Q: 3 clusters Score -3412736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -3412731.750000 Penalty: 5037.296387
	Iteration 54Q: 3 clusters Score -3412732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3412728.500000 Penalty: 5037.296387
	Iteration 55Q: 3 clusters Score -3412728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -3412730.750000 Penalty: 5037.296387
	Iteration 56Q: 3 clusters Score -3412731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -3412730.750000 Penalty: 5037.296387
	Iteration 57F: 3 clusters Score -3412731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (54218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54218 members 
Entering Unmasked Estep 
Score: -7289829.500000 Penalty: 2703.390625
	Iteration 0F: 2 clusters Score -7289830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -7253453.000000 Penalty: 5406.781250
	Iteration 0F: 3 clusters Score -7253453 nChanged 25044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -7267223.500000 Penalty: 5406.781250
	Iteration 1F: 3 clusters Score -7267224 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -7267744.000000 Penalty: 5406.781250
	Iteration 2Q: 3 clusters Score -7267744 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -7268237.000000 Penalty: 5406.781250
	Iteration 3Q: 3 clusters Score -7268237 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -7268906.000000 Penalty: 5406.781250
	Iteration 4Q: 3 clusters Score -7268906 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -7269613.500000 Penalty: 5406.781250
	Iteration 5Q: 3 clusters Score -7269614 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -7270355.500000 Penalty: 5406.781250
	Iteration 6Q: 3 clusters Score -7270356 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -7271302.500000 Penalty: 5406.781250
	Iteration 7Q: 3 clusters Score -7271302 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -7272528.500000 Penalty: 5406.781250
	Iteration 8Q: 3 clusters Score -7272528 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -7274525.500000 Penalty: 5406.781250
	Iteration 9F: 3 clusters Score -7274526 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -7277593.500000 Penalty: 5406.781250
	Iteration 10F: 3 clusters Score -7277594 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -7280942.500000 Penalty: 5406.781250
	Iteration 11F: 3 clusters Score -7280942 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -7283116.000000 Penalty: 5406.781250
	Iteration 12F: 3 clusters Score -7283116 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -7284164.000000 Penalty: 5406.781250
	Iteration 13Q: 3 clusters Score -7284164 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -7284679.500000 Penalty: 5406.781250
	Iteration 14Q: 3 clusters Score -7284680 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -7284969.000000 Penalty: 5406.781250
	Iteration 15Q: 3 clusters Score -7284969 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -7285261.500000 Penalty: 5406.781250
	Iteration 16Q: 3 clusters Score -7285262 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -7285575.000000 Penalty: 5406.781250
	Iteration 17Q: 3 clusters Score -7285575 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -7285752.000000 Penalty: 5406.781250
	Iteration 18Q: 3 clusters Score -7285752 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -7285897.000000 Penalty: 5406.781250
	Iteration 19Q: 3 clusters Score -7285897 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -7286047.500000 Penalty: 5406.781250
	Iteration 20F: 3 clusters Score -7286048 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -7286177.000000 Penalty: 5406.781250
	Iteration 21Q: 3 clusters Score -7286177 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -7286308.500000 Penalty: 5406.781250
	Iteration 22Q: 3 clusters Score -7286308 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -7286469.000000 Penalty: 5406.781250
	Iteration 23Q: 3 clusters Score -7286469 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -7286633.500000 Penalty: 5406.781250
	Iteration 24Q: 3 clusters Score -7286634 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -7286783.500000 Penalty: 5406.781250
	Iteration 25Q: 3 clusters Score -7286784 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -7286893.500000 Penalty: 5406.781250
	Iteration 26Q: 3 clusters Score -7286894 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -7287013.000000 Penalty: 5406.781250
	Iteration 27Q: 3 clusters Score -7287013 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -7287095.000000 Penalty: 5406.781250
	Iteration 28Q: 3 clusters Score -7287095 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -7287186.500000 Penalty: 5406.781250
	Iteration 29Q: 3 clusters Score -7287186 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -7287276.000000 Penalty: 5406.781250
	Iteration 30Q: 3 clusters Score -7287276 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -7287340.500000 Penalty: 5406.781250
	Iteration 31Q: 3 clusters Score -7287340 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49845 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -7287386.000000 Penalty: 5406.781250
	Iteration 32Q: 3 clusters Score -7287386 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -7287421.000000 Penalty: 5406.781250
	Iteration 33Q: 3 clusters Score -7287421 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -7287488.000000 Penalty: 5406.781250
	Iteration 34Q: 3 clusters Score -7287488 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50411 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -7287529.000000 Penalty: 5406.781250
	Iteration 35Q: 3 clusters Score -7287529 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50592 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -7287589.000000 Penalty: 5406.781250
	Iteration 36Q: 3 clusters Score -7287589 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -7287626.000000 Penalty: 5406.781250
	Iteration 37Q: 3 clusters Score -7287626 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -7287685.000000 Penalty: 5406.781250
	Iteration 38Q: 3 clusters Score -7287685 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -7287699.000000 Penalty: 5406.781250
	Iteration 39Q: 3 clusters Score -7287699 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -7287748.500000 Penalty: 5406.781250
	Iteration 40F: 3 clusters Score -7287748 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -7287778.500000 Penalty: 5406.781250
	Iteration 41Q: 3 clusters Score -7287778 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -7287818.500000 Penalty: 5406.781250
	Iteration 42Q: 3 clusters Score -7287818 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51493 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -7287828.000000 Penalty: 5406.781250
	Iteration 43Q: 3 clusters Score -7287828 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -7287848.000000 Penalty: 5406.781250
	Iteration 44Q: 3 clusters Score -7287848 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -7287879.500000 Penalty: 5406.781250
	Iteration 45Q: 3 clusters Score -7287880 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51720 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -7287906.500000 Penalty: 5406.781250
	Iteration 46Q: 3 clusters Score -7287906 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -7287892.500000 Penalty: 5406.781250
	Iteration 47Q: 3 clusters Score -7287892 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -7287906.500000 Penalty: 5406.781250
	Iteration 48Q: 3 clusters Score -7287906 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -7287917.500000 Penalty: 5406.781250
	Iteration 49Q: 3 clusters Score -7287918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51953 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -7287921.500000 Penalty: 5406.781250
	Iteration 50Q: 3 clusters Score -7287922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51994 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -7287947.500000 Penalty: 5406.781250
	Iteration 51Q: 3 clusters Score -7287948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -7287950.000000 Penalty: 5406.781250
	Iteration 52Q: 3 clusters Score -7287950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -7287952.500000 Penalty: 5406.781250
	Iteration 53Q: 3 clusters Score -7287952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -7287960.500000 Penalty: 5406.781250
	Iteration 54Q: 3 clusters Score -7287960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52107 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -7287961.500000 Penalty: 5406.781250
	Iteration 55Q: 3 clusters Score -7287962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52129 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -7287981.500000 Penalty: 5406.781250
	Iteration 56Q: 3 clusters Score -7287982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -7287974.500000 Penalty: 5406.781250
	Iteration 57Q: 3 clusters Score -7287974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -7287982.500000 Penalty: 5406.781250
	Iteration 58Q: 3 clusters Score -7287982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -7287984.000000 Penalty: 5406.781250
	Iteration 59Q: 3 clusters Score -7287984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52206 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -7287981.500000 Penalty: 5406.781250
	Iteration 60F: 3 clusters Score -7287982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -7287992.500000 Penalty: 5406.781250
	Iteration 61Q: 3 clusters Score -7287992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7288005.000000 Penalty: 5406.781250
	Iteration 62Q: 3 clusters Score -7288005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -7288009.000000 Penalty: 5406.781250
	Iteration 63Q: 3 clusters Score -7288009 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52271 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -7288014.500000 Penalty: 5406.781250
	Iteration 64Q: 3 clusters Score -7288014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -7288018.000000 Penalty: 5406.781250
	Iteration 65Q: 3 clusters Score -7288018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -7288013.000000 Penalty: 5406.781250
	Iteration 66Q: 3 clusters Score -7288013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -7288013.000000 Penalty: 5406.781250
	Iteration 67Q: 3 clusters Score -7288013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52341 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -7288017.500000 Penalty: 5406.781250
	Iteration 68Q: 3 clusters Score -7288018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52350 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -7288025.000000 Penalty: 5406.781250
	Iteration 69Q: 3 clusters Score -7288025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -7288016.000000 Penalty: 5406.781250
	Iteration 70Q: 3 clusters Score -7288016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -7288021.500000 Penalty: 5406.781250
	Iteration 71Q: 3 clusters Score -7288022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -7288025.000000 Penalty: 5406.781250
	Iteration 72Q: 3 clusters Score -7288025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -7288027.500000 Penalty: 5406.781250
	Iteration 73Q: 3 clusters Score -7288028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -7288020.000000 Penalty: 5406.781250
	Iteration 74Q: 3 clusters Score -7288020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52424 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -7288023.500000 Penalty: 5406.781250
	Iteration 75Q: 3 clusters Score -7288024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -7288028.500000 Penalty: 5406.781250
	Iteration 76Q: 3 clusters Score -7288028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52437 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -7288023.000000 Penalty: 5406.781250
	Iteration 77Q: 3 clusters Score -7288023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -7288026.000000 Penalty: 5406.781250
	Iteration 78Q: 3 clusters Score -7288026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -7288042.000000 Penalty: 5406.781250
	Iteration 79Q: 3 clusters Score -7288042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -7288048.500000 Penalty: 5406.781250
	Iteration 80F: 3 clusters Score -7288048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52479 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -7288050.000000 Penalty: 5406.781250
	Iteration 81Q: 3 clusters Score -7288050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52499 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -7288062.500000 Penalty: 5406.781250
	Iteration 82Q: 3 clusters Score -7288062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -7288061.000000 Penalty: 5406.781250
	Iteration 83Q: 3 clusters Score -7288061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -7288061.500000 Penalty: 5406.781250
	Iteration 84Q: 3 clusters Score -7288062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -7288067.500000 Penalty: 5406.781250
	Iteration 85Q: 3 clusters Score -7288068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52541 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -7288075.000000 Penalty: 5406.781250
	Iteration 86Q: 3 clusters Score -7288075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52542 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -7288083.000000 Penalty: 5406.781250
	Iteration 87Q: 3 clusters Score -7288083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -7288075.500000 Penalty: 5406.781250
	Iteration 88Q: 3 clusters Score -7288076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52552 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7288080.500000 Penalty: 5406.781250
	Iteration 89Q: 3 clusters Score -7288080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52557 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -7288084.000000 Penalty: 5406.781250
	Iteration 90Q: 3 clusters Score -7288084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52564 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -7288087.000000 Penalty: 5406.781250
	Iteration 91Q: 3 clusters Score -7288087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52569 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -7288091.000000 Penalty: 5406.781250
	Iteration 92Q: 3 clusters Score -7288091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7288090.000000 Penalty: 5406.781250
	Iteration 93Q: 3 clusters Score -7288090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7288091.000000 Penalty: 5406.781250
	Iteration 94Q: 3 clusters Score -7288091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -7288092.000000 Penalty: 5406.781250
	Iteration 95Q: 3 clusters Score -7288092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -7288087.500000 Penalty: 5406.781250
	Iteration 96Q: 3 clusters Score -7288088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -7288087.500000 Penalty: 5406.781250
	Iteration 97F: 3 clusters Score -7288088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (159287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159287 members 
Entering Unmasked Estep 
Score: -21209278.000000 Penalty: 2970.658936
	Iteration 0F: 2 clusters Score -2.120928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79540 members 
Mstep: Class 2 contains 79747 members 
Entering Unmasked Estep 
Score: -21104826.000000 Penalty: 5941.317871
	Iteration 0F: 3 clusters Score -2.110483e+07 nChanged 76544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75742 members 
Mstep: Class 2 contains 83545 members 
Entering Unmasked Estep 
Score: -21149696.000000 Penalty: 5941.317871
	Iteration 1F: 3 clusters Score -2.11497e+07 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73081 members 
Mstep: Class 2 contains 86206 members 
Entering Unmasked Estep 
Score: -21151368.000000 Penalty: 5941.317871
	Iteration 2Q: 3 clusters Score -2.115137e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68909 members 
Mstep: Class 2 contains 90378 members 
Entering Unmasked Estep 
Score: -21154250.000000 Penalty: 5941.317871
	Iteration 3Q: 3 clusters Score -2.115425e+07 nChanged 9213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62534 members 
Mstep: Class 2 contains 96753 members 
Entering Unmasked Estep 
Score: -21158982.000000 Penalty: 5941.317871
	Iteration 4F: 3 clusters Score -2.115898e+07 nChanged 11425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53743 members 
Mstep: Class 2 contains 105544 members 
Entering Unmasked Estep 
Score: -21166146.000000 Penalty: 5941.317871
	Iteration 5F: 3 clusters Score -2.116615e+07 nChanged 12770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 116284 members 
Entering Unmasked Estep 
Score: -21176036.000000 Penalty: 5941.317871
	Iteration 6F: 3 clusters Score -2.117604e+07 nChanged 12210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 127202 members 
Entering Unmasked Estep 
Score: -21187072.000000 Penalty: 5941.317871
	Iteration 7F: 3 clusters Score -2.118707e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 135904 members 
Entering Unmasked Estep 
Score: -21196392.000000 Penalty: 5941.317871
	Iteration 8F: 3 clusters Score -2.119639e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 141184 members 
Entering Unmasked Estep 
Score: -21202136.000000 Penalty: 5941.317871
	Iteration 9Q: 3 clusters Score -2.120214e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 144054 members 
Entering Unmasked Estep 
Score: -21204460.000000 Penalty: 5941.317871
	Iteration 10Q: 3 clusters Score -2.120446e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 146281 members 
Entering Unmasked Estep 
Score: -21205530.000000 Penalty: 5941.317871
	Iteration 11Q: 3 clusters Score -2.120553e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 148018 members 
Entering Unmasked Estep 
Score: -21206194.000000 Penalty: 5941.317871
	Iteration 12Q: 3 clusters Score -2.120619e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 149496 members 
Entering Unmasked Estep 
Score: -21206682.000000 Penalty: 5941.317871
	Iteration 13Q: 3 clusters Score -2.120668e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 150757 members 
Entering Unmasked Estep 
Score: -21207042.000000 Penalty: 5941.317871
	Iteration 14Q: 3 clusters Score -2.120704e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 151878 members 
Entering Unmasked Estep 
Score: -21207360.000000 Penalty: 5941.317871
	Iteration 15Q: 3 clusters Score -2.120736e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 152805 members 
Entering Unmasked Estep 
Score: -21207672.000000 Penalty: 5941.317871
	Iteration 16Q: 3 clusters Score -2.120767e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 153575 members 
Entering Unmasked Estep 
Score: -21207880.000000 Penalty: 5941.317871
	Iteration 17Q: 3 clusters Score -2.120788e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 154205 members 
Entering Unmasked Estep 
Score: -21207930.000000 Penalty: 5941.317871
	Iteration 18Q: 3 clusters Score -2.120793e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 154714 members 
Entering Unmasked Estep 
Score: -21207978.000000 Penalty: 5941.317871
	Iteration 19Q: 3 clusters Score -2.120798e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 155122 members 
Entering Unmasked Estep 
Score: -21208074.000000 Penalty: 5941.317871
	Iteration 20F: 3 clusters Score -2.120807e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 155445 members 
Entering Unmasked Estep 
Score: -21208068.000000 Penalty: 5941.317871
	Iteration 21Q: 3 clusters Score -2.120807e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 155737 members 
Entering Unmasked Estep 
Score: -21208114.000000 Penalty: 5941.317871
	Iteration 22Q: 3 clusters Score -2.120811e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 155979 members 
Entering Unmasked Estep 
Score: -21208090.000000 Penalty: 5941.317871
	Iteration 23Q: 3 clusters Score -2.120809e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 156152 members 
Entering Unmasked Estep 
Score: -21208138.000000 Penalty: 5941.317871
	Iteration 24Q: 3 clusters Score -2.120814e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 156299 members 
Entering Unmasked Estep 
Score: -21208168.000000 Penalty: 5941.317871
	Iteration 25Q: 3 clusters Score -2.120817e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 156391 members 
Entering Unmasked Estep 
Score: -21208112.000000 Penalty: 5941.317871
	Iteration 26Q: 3 clusters Score -2.120811e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 156482 members 
Entering Unmasked Estep 
Score: -21208104.000000 Penalty: 5941.317871
	Iteration 27Q: 3 clusters Score -2.12081e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 156552 members 
Entering Unmasked Estep 
Score: -21208086.000000 Penalty: 5941.317871
	Iteration 28Q: 3 clusters Score -2.120809e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 156603 members 
Entering Unmasked Estep 
Score: -21208104.000000 Penalty: 5941.317871
	Iteration 29Q: 3 clusters Score -2.12081e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 156655 members 
Entering Unmasked Estep 
Score: -21208124.000000 Penalty: 5941.317871
	Iteration 30Q: 3 clusters Score -2.120812e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 156694 members 
Entering Unmasked Estep 
Score: -21208154.000000 Penalty: 5941.317871
	Iteration 31Q: 3 clusters Score -2.120815e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 156732 members 
Entering Unmasked Estep 
Score: -21208170.000000 Penalty: 5941.317871
	Iteration 32Q: 3 clusters Score -2.120817e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 156764 members 
Entering Unmasked Estep 
Score: -21208178.000000 Penalty: 5941.317871
	Iteration 33Q: 3 clusters Score -2.120818e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 156797 members 
Entering Unmasked Estep 
Score: -21208162.000000 Penalty: 5941.317871
	Iteration 34Q: 3 clusters Score -2.120816e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 156829 members 
Entering Unmasked Estep 
Score: -21208150.000000 Penalty: 5941.317871
	Iteration 35Q: 3 clusters Score -2.120815e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 156855 members 
Entering Unmasked Estep 
Score: -21208150.000000 Penalty: 5941.317871
	Iteration 36Q: 3 clusters Score -2.120815e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 156882 members 
Entering Unmasked Estep 
Score: -21208148.000000 Penalty: 5941.317871
	Iteration 37Q: 3 clusters Score -2.120815e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 156917 members 
Entering Unmasked Estep 
Score: -21208166.000000 Penalty: 5941.317871
	Iteration 38Q: 3 clusters Score -2.120817e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 156943 members 
Entering Unmasked Estep 
Score: -21208188.000000 Penalty: 5941.317871
	Iteration 39Q: 3 clusters Score -2.120819e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 156971 members 
Entering Unmasked Estep 
Score: -21208210.000000 Penalty: 5941.317871
	Iteration 40F: 3 clusters Score -2.120821e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 156998 members 
Entering Unmasked Estep 
Score: -21208198.000000 Penalty: 5941.317871
	Iteration 41Q: 3 clusters Score -2.12082e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 157019 members 
Entering Unmasked Estep 
Score: -21208202.000000 Penalty: 5941.317871
	Iteration 42Q: 3 clusters Score -2.12082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 157033 members 
Entering Unmasked Estep 
Score: -21208194.000000 Penalty: 5941.317871
	Iteration 43Q: 3 clusters Score -2.120819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 157044 members 
Entering Unmasked Estep 
Score: -21208206.000000 Penalty: 5941.317871
	Iteration 44Q: 3 clusters Score -2.120821e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 157060 members 
Entering Unmasked Estep 
Score: -21208196.000000 Penalty: 5941.317871
	Iteration 45Q: 3 clusters Score -2.12082e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 157074 members 
Entering Unmasked Estep 
Score: -21208190.000000 Penalty: 5941.317871
	Iteration 46Q: 3 clusters Score -2.120819e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 157086 members 
Entering Unmasked Estep 
Score: -21208194.000000 Penalty: 5941.317871
	Iteration 47Q: 3 clusters Score -2.120819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 157095 members 
Entering Unmasked Estep 
Score: -21208210.000000 Penalty: 5941.317871
	Iteration 48Q: 3 clusters Score -2.120821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 157105 members 
Entering Unmasked Estep 
Score: -21208210.000000 Penalty: 5941.317871
	Iteration 49Q: 3 clusters Score -2.120821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 157115 members 
Entering Unmasked Estep 
Score: -21208198.000000 Penalty: 5941.317871
	Iteration 50Q: 3 clusters Score -2.12082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 157127 members 
Entering Unmasked Estep 
Score: -21208184.000000 Penalty: 5941.317871
	Iteration 51Q: 3 clusters Score -2.120818e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 157143 members 
Entering Unmasked Estep 
Score: -21208172.000000 Penalty: 5941.317871
	Iteration 52Q: 3 clusters Score -2.120817e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 157156 members 
Entering Unmasked Estep 
Score: -21208164.000000 Penalty: 5941.317871
	Iteration 53Q: 3 clusters Score -2.120816e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 157174 members 
Entering Unmasked Estep 
Score: -21208152.000000 Penalty: 5941.317871
	Iteration 54Q: 3 clusters Score -2.120815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 157185 members 
Entering Unmasked Estep 
Score: -21208148.000000 Penalty: 5941.317871
	Iteration 55Q: 3 clusters Score -2.120815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 157195 members 
Entering Unmasked Estep 
Score: -21208158.000000 Penalty: 5941.317871
	Iteration 56Q: 3 clusters Score -2.120816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 157206 members 
Entering Unmasked Estep 
Score: -21208160.000000 Penalty: 5941.317871
	Iteration 57Q: 3 clusters Score -2.120816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 157211 members 
Entering Unmasked Estep 
Score: -21208164.000000 Penalty: 5941.317871
	Iteration 58Q: 3 clusters Score -2.120816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 157218 members 
Entering Unmasked Estep 
Score: -21208170.000000 Penalty: 5941.317871
	Iteration 59Q: 3 clusters Score -2.120817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 157228 members 
Entering Unmasked Estep 
Score: -21208162.000000 Penalty: 5941.317871
	Iteration 60F: 3 clusters Score -2.120816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 157239 members 
Entering Unmasked Estep 
Score: -21208174.000000 Penalty: 5941.317871
	Iteration 61Q: 3 clusters Score -2.120817e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 157251 members 
Entering Unmasked Estep 
Score: -21208198.000000 Penalty: 5941.317871
	Iteration 62Q: 3 clusters Score -2.12082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 157265 members 
Entering Unmasked Estep 
Score: -21208174.000000 Penalty: 5941.317871
	Iteration 63Q: 3 clusters Score -2.120817e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 157278 members 
Entering Unmasked Estep 
Score: -21208178.000000 Penalty: 5941.317871
	Iteration 64Q: 3 clusters Score -2.120818e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 157289 members 
Entering Unmasked Estep 
Score: -21208192.000000 Penalty: 5941.317871
	Iteration 65Q: 3 clusters Score -2.120819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 157302 members 
Entering Unmasked Estep 
Score: -21208196.000000 Penalty: 5941.317871
	Iteration 66Q: 3 clusters Score -2.12082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 157311 members 
Entering Unmasked Estep 
Score: -21208182.000000 Penalty: 5941.317871
	Iteration 67Q: 3 clusters Score -2.120818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 157318 members 
Entering Unmasked Estep 
Score: -21208184.000000 Penalty: 5941.317871
	Iteration 68Q: 3 clusters Score -2.120818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 157324 members 
Entering Unmasked Estep 
Score: -21208184.000000 Penalty: 5941.317871
	Iteration 69Q: 3 clusters Score -2.120818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 157331 members 
Entering Unmasked Estep 
Score: -21208176.000000 Penalty: 5941.317871
	Iteration 70Q: 3 clusters Score -2.120818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 157334 members 
Entering Unmasked Estep 
Score: -21208170.000000 Penalty: 5941.317871
	Iteration 71Q: 3 clusters Score -2.120817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 157339 members 
Entering Unmasked Estep 
Score: -21208182.000000 Penalty: 5941.317871
	Iteration 72Q: 3 clusters Score -2.120818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 157348 members 
Entering Unmasked Estep 
Score: -21208184.000000 Penalty: 5941.317871
	Iteration 73Q: 3 clusters Score -2.120818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 157355 members 
Entering Unmasked Estep 
Score: -21208188.000000 Penalty: 5941.317871
	Iteration 74Q: 3 clusters Score -2.120819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 157356 members 
Entering Unmasked Estep 
Score: -21208196.000000 Penalty: 5941.317871
	Iteration 75Q: 3 clusters Score -2.12082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 157360 members 
Entering Unmasked Estep 
Score: -21208194.000000 Penalty: 5941.317871
	Iteration 76Q: 3 clusters Score -2.120819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 157365 members 
Entering Unmasked Estep 
Score: -21208170.000000 Penalty: 5941.317871
	Iteration 77Q: 3 clusters Score -2.120817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 157368 members 
Entering Unmasked Estep 
Score: -21208178.000000 Penalty: 5941.317871
	Iteration 78Q: 3 clusters Score -2.120818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 157371 members 
Entering Unmasked Estep 
Score: -21208186.000000 Penalty: 5941.317871
	Iteration 79Q: 3 clusters Score -2.120819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 157377 members 
Entering Unmasked Estep 
Score: -21208186.000000 Penalty: 5941.317871
	Iteration 80F: 3 clusters Score -2.120819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 157381 members 
Entering Unmasked Estep 
Score: -21208190.000000 Penalty: 5941.317871
	Iteration 81Q: 3 clusters Score -2.120819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 157388 members 
Entering Unmasked Estep 
Score: -21208190.000000 Penalty: 5941.317871
	Iteration 82Q: 3 clusters Score -2.120819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 157396 members 
Entering Unmasked Estep 
Score: -21208188.000000 Penalty: 5941.317871
	Iteration 83Q: 3 clusters Score -2.120819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 157404 members 
Entering Unmasked Estep 
Score: -21208174.000000 Penalty: 5941.317871
	Iteration 84Q: 3 clusters Score -2.120817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 157409 members 
Entering Unmasked Estep 
Score: -21208184.000000 Penalty: 5941.317871
	Iteration 85Q: 3 clusters Score -2.120818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 157414 members 
Entering Unmasked Estep 
Score: -21208190.000000 Penalty: 5941.317871
	Iteration 86Q: 3 clusters Score -2.120819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 157423 members 
Entering Unmasked Estep 
Score: -21208186.000000 Penalty: 5941.317871
	Iteration 87Q: 3 clusters Score -2.120819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 157425 members 
Entering Unmasked Estep 
Score: -21208196.000000 Penalty: 5941.317871
	Iteration 88Q: 3 clusters Score -2.12082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 157429 members 
Entering Unmasked Estep 
Score: -21208202.000000 Penalty: 5941.317871
	Iteration 89Q: 3 clusters Score -2.12082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 157430 members 
Entering Unmasked Estep 
Score: -21208198.000000 Penalty: 5941.317871
	Iteration 90Q: 3 clusters Score -2.12082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 157433 members 
Entering Unmasked Estep 
Score: -21208188.000000 Penalty: 5941.317871
	Iteration 91Q: 3 clusters Score -2.120819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 157437 members 
Entering Unmasked Estep 
Score: -21208182.000000 Penalty: 5941.317871
	Iteration 92Q: 3 clusters Score -2.120818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 157438 members 
Entering Unmasked Estep 
Score: -21208182.000000 Penalty: 5941.317871
	Iteration 93Q: 3 clusters Score -2.120818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 157440 members 
Entering Unmasked Estep 
Score: -21208186.000000 Penalty: 5941.317871
	Iteration 94Q: 3 clusters Score -2.120819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 157440 members 
Entering Unmasked Estep 
Score: -21208186.000000 Penalty: 5941.317871
	Iteration 95F: 3 clusters Score -2.120819e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (81805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81805 members 
Entering Unmasked Estep 
Score: -10601139.000000 Penalty: 2805.399170
	Iteration 0F: 2 clusters Score -1.060114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -10546518.000000 Penalty: 5610.798340
	Iteration 0F: 3 clusters Score -1.054652e+07 nChanged 38494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -10568042.000000 Penalty: 5610.798340
	Iteration 1F: 3 clusters Score -1.056804e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -10568602.000000 Penalty: 5610.798340
	Iteration 2Q: 3 clusters Score -1.05686e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -10569226.000000 Penalty: 5610.798340
	Iteration 3Q: 3 clusters Score -1.056923e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -10570075.000000 Penalty: 5610.798340
	Iteration 4Q: 3 clusters Score -1.057008e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -10571624.000000 Penalty: 5610.798340
	Iteration 5Q: 3 clusters Score -1.057162e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -10574310.000000 Penalty: 5610.798340
	Iteration 6F: 3 clusters Score -1.057431e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -10578012.000000 Penalty: 5610.798340
	Iteration 7F: 3 clusters Score -1.057801e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -10581933.000000 Penalty: 5610.798340
	Iteration 8F: 3 clusters Score -1.058193e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -10585223.000000 Penalty: 5610.798340
	Iteration 9F: 3 clusters Score -1.058522e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61170 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -10587696.000000 Penalty: 5610.798340
	Iteration 10F: 3 clusters Score -1.05877e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63931 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -10589427.000000 Penalty: 5610.798340
	Iteration 11Q: 3 clusters Score -1.058943e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66612 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -10590951.000000 Penalty: 5610.798340
	Iteration 12Q: 3 clusters Score -1.059095e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -10592287.000000 Penalty: 5610.798340
	Iteration 13Q: 3 clusters Score -1.059229e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71795 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -10593745.000000 Penalty: 5610.798340
	Iteration 14Q: 3 clusters Score -1.059374e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -10594996.000000 Penalty: 5610.798340
	Iteration 15Q: 3 clusters Score -1.0595e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76120 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -10596141.000000 Penalty: 5610.798340
	Iteration 16Q: 3 clusters Score -1.059614e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77757 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -10597152.000000 Penalty: 5610.798340
	Iteration 17Q: 3 clusters Score -1.059715e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78936 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -10597788.000000 Penalty: 5610.798340
	Iteration 18Q: 3 clusters Score -1.059779e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79748 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -10598241.000000 Penalty: 5610.798340
	Iteration 19Q: 3 clusters Score -1.059824e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80264 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -10598491.000000 Penalty: 5610.798340
	Iteration 20F: 3 clusters Score -1.059849e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80582 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -10598659.000000 Penalty: 5610.798340
	Iteration 21Q: 3 clusters Score -1.059866e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80759 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -10598748.000000 Penalty: 5610.798340
	Iteration 22Q: 3 clusters Score -1.059875e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80856 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -10598800.000000 Penalty: 5610.798340
	Iteration 23Q: 3 clusters Score -1.05988e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80914 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -10598825.000000 Penalty: 5610.798340
	Iteration 24Q: 3 clusters Score -1.059882e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80950 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -10598860.000000 Penalty: 5610.798340
	Iteration 25Q: 3 clusters Score -1.059886e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80988 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -10598890.000000 Penalty: 5610.798340
	Iteration 26Q: 3 clusters Score -1.059889e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81018 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10598926.000000 Penalty: 5610.798340
	Iteration 27Q: 3 clusters Score -1.059893e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81033 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -10598922.000000 Penalty: 5610.798340
	Iteration 28Q: 3 clusters Score -1.059892e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81041 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -10598950.000000 Penalty: 5610.798340
	Iteration 29Q: 3 clusters Score -1.059895e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81050 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -10598944.000000 Penalty: 5610.798340
	Iteration 30Q: 3 clusters Score -1.059894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81056 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -10598950.000000 Penalty: 5610.798340
	Iteration 31Q: 3 clusters Score -1.059895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81066 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -10598941.000000 Penalty: 5610.798340
	Iteration 32Q: 3 clusters Score -1.059894e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81075 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10598951.000000 Penalty: 5610.798340
	Iteration 33Q: 3 clusters Score -1.059895e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81084 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -10598951.000000 Penalty: 5610.798340
	Iteration 34Q: 3 clusters Score -1.059895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81090 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -10598958.000000 Penalty: 5610.798340
	Iteration 35Q: 3 clusters Score -1.059896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81093 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -10598969.000000 Penalty: 5610.798340
	Iteration 36Q: 3 clusters Score -1.059897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81096 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10598969.000000 Penalty: 5610.798340
	Iteration 37Q: 3 clusters Score -1.059897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81102 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -10598976.000000 Penalty: 5610.798340
	Iteration 38Q: 3 clusters Score -1.059898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81105 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -10598967.000000 Penalty: 5610.798340
	Iteration 39Q: 3 clusters Score -1.059897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81107 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -10598963.000000 Penalty: 5610.798340
	Iteration 40F: 3 clusters Score -1.059896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (144341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144341 members 
Entering Unmasked Estep 
Score: -19171170.000000 Penalty: 2946.223633
	Iteration 0F: 2 clusters Score -1.917117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72084 members 
Mstep: Class 2 contains 72257 members 
Entering Unmasked Estep 
Score: -19075786.000000 Penalty: 5892.447266
	Iteration 0F: 3 clusters Score -1.907579e+07 nChanged 68946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70966 members 
Mstep: Class 2 contains 73375 members 
Entering Unmasked Estep 
Score: -19115194.000000 Penalty: 5892.447266
	Iteration 1F: 3 clusters Score -1.911519e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70274 members 
Mstep: Class 2 contains 74067 members 
Entering Unmasked Estep 
Score: -19116246.000000 Penalty: 5892.447266
	Iteration 2Q: 3 clusters Score -1.911625e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69263 members 
Mstep: Class 2 contains 75078 members 
Entering Unmasked Estep 
Score: -19117684.000000 Penalty: 5892.447266
	Iteration 3Q: 3 clusters Score -1.911768e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67871 members 
Mstep: Class 2 contains 76470 members 
Entering Unmasked Estep 
Score: -19119822.000000 Penalty: 5892.447266
	Iteration 4Q: 3 clusters Score -1.911982e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66211 members 
Mstep: Class 2 contains 78130 members 
Entering Unmasked Estep 
Score: -19122728.000000 Penalty: 5892.447266
	Iteration 5Q: 3 clusters Score -1.912273e+07 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64275 members 
Mstep: Class 2 contains 80066 members 
Entering Unmasked Estep 
Score: -19126688.000000 Penalty: 5892.447266
	Iteration 6Q: 3 clusters Score -1.912669e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62316 members 
Mstep: Class 2 contains 82025 members 
Entering Unmasked Estep 
Score: -19131654.000000 Penalty: 5892.447266
	Iteration 7F: 3 clusters Score -1.913165e+07 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 83489 members 
Entering Unmasked Estep 
Score: -19137222.000000 Penalty: 5892.447266
	Iteration 8F: 3 clusters Score -1.913722e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60101 members 
Mstep: Class 2 contains 84240 members 
Entering Unmasked Estep 
Score: -19142478.000000 Penalty: 5892.447266
	Iteration 9F: 3 clusters Score -1.914248e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60082 members 
Mstep: Class 2 contains 84259 members 
Entering Unmasked Estep 
Score: -19147084.000000 Penalty: 5892.447266
	Iteration 10F: 3 clusters Score -1.914708e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60659 members 
Mstep: Class 2 contains 83682 members 
Entering Unmasked Estep 
Score: -19150220.000000 Penalty: 5892.447266
	Iteration 11Q: 3 clusters Score -1.915022e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61446 members 
Mstep: Class 2 contains 82895 members 
Entering Unmasked Estep 
Score: -19151804.000000 Penalty: 5892.447266
	Iteration 12Q: 3 clusters Score -1.91518e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62200 members 
Mstep: Class 2 contains 82141 members 
Entering Unmasked Estep 
Score: -19152434.000000 Penalty: 5892.447266
	Iteration 13Q: 3 clusters Score -1.915243e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62984 members 
Mstep: Class 2 contains 81357 members 
Entering Unmasked Estep 
Score: -19152902.000000 Penalty: 5892.447266
	Iteration 14Q: 3 clusters Score -1.91529e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63820 members 
Mstep: Class 2 contains 80521 members 
Entering Unmasked Estep 
Score: -19153266.000000 Penalty: 5892.447266
	Iteration 15Q: 3 clusters Score -1.915327e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 79537 members 
Entering Unmasked Estep 
Score: -19153584.000000 Penalty: 5892.447266
	Iteration 16Q: 3 clusters Score -1.915358e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65926 members 
Mstep: Class 2 contains 78415 members 
Entering Unmasked Estep 
Score: -19153926.000000 Penalty: 5892.447266
	Iteration 17Q: 3 clusters Score -1.915393e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 77258 members 
Entering Unmasked Estep 
Score: -19154304.000000 Penalty: 5892.447266
	Iteration 18Q: 3 clusters Score -1.91543e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68297 members 
Mstep: Class 2 contains 76044 members 
Entering Unmasked Estep 
Score: -19154660.000000 Penalty: 5892.447266
	Iteration 19Q: 3 clusters Score -1.915466e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69672 members 
Mstep: Class 2 contains 74669 members 
Entering Unmasked Estep 
Score: -19155092.000000 Penalty: 5892.447266
	Iteration 20F: 3 clusters Score -1.915509e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71066 members 
Mstep: Class 2 contains 73275 members 
Entering Unmasked Estep 
Score: -19155446.000000 Penalty: 5892.447266
	Iteration 21Q: 3 clusters Score -1.915545e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72492 members 
Mstep: Class 2 contains 71849 members 
Entering Unmasked Estep 
Score: -19155854.000000 Penalty: 5892.447266
	Iteration 22Q: 3 clusters Score -1.915585e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73906 members 
Mstep: Class 2 contains 70435 members 
Entering Unmasked Estep 
Score: -19156250.000000 Penalty: 5892.447266
	Iteration 23Q: 3 clusters Score -1.915625e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75293 members 
Mstep: Class 2 contains 69048 members 
Entering Unmasked Estep 
Score: -19156572.000000 Penalty: 5892.447266
	Iteration 24Q: 3 clusters Score -1.915657e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76731 members 
Mstep: Class 2 contains 67610 members 
Entering Unmasked Estep 
Score: -19156924.000000 Penalty: 5892.447266
	Iteration 25Q: 3 clusters Score -1.915692e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78272 members 
Mstep: Class 2 contains 66069 members 
Entering Unmasked Estep 
Score: -19157370.000000 Penalty: 5892.447266
	Iteration 26Q: 3 clusters Score -1.915737e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79870 members 
Mstep: Class 2 contains 64471 members 
Entering Unmasked Estep 
Score: -19157788.000000 Penalty: 5892.447266
	Iteration 27Q: 3 clusters Score -1.915779e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81613 members 
Mstep: Class 2 contains 62728 members 
Entering Unmasked Estep 
Score: -19158162.000000 Penalty: 5892.447266
	Iteration 28Q: 3 clusters Score -1.915816e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83368 members 
Mstep: Class 2 contains 60973 members 
Entering Unmasked Estep 
Score: -19158536.000000 Penalty: 5892.447266
	Iteration 29Q: 3 clusters Score -1.915854e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85128 members 
Mstep: Class 2 contains 59213 members 
Entering Unmasked Estep 
Score: -19158926.000000 Penalty: 5892.447266
	Iteration 30Q: 3 clusters Score -1.915893e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86874 members 
Mstep: Class 2 contains 57467 members 
Entering Unmasked Estep 
Score: -19159400.000000 Penalty: 5892.447266
	Iteration 31Q: 3 clusters Score -1.91594e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88705 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -19159772.000000 Penalty: 5892.447266
	Iteration 32Q: 3 clusters Score -1.915977e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90548 members 
Mstep: Class 2 contains 53793 members 
Entering Unmasked Estep 
Score: -19160238.000000 Penalty: 5892.447266
	Iteration 33Q: 3 clusters Score -1.916024e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92408 members 
Mstep: Class 2 contains 51933 members 
Entering Unmasked Estep 
Score: -19160706.000000 Penalty: 5892.447266
	Iteration 34Q: 3 clusters Score -1.916071e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94274 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -19161128.000000 Penalty: 5892.447266
	Iteration 35Q: 3 clusters Score -1.916113e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96196 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -19161602.000000 Penalty: 5892.447266
	Iteration 36Q: 3 clusters Score -1.91616e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98144 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -19162150.000000 Penalty: 5892.447266
	Iteration 37Q: 3 clusters Score -1.916215e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100153 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -19162604.000000 Penalty: 5892.447266
	Iteration 38Q: 3 clusters Score -1.91626e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102150 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -19163060.000000 Penalty: 5892.447266
	Iteration 39Q: 3 clusters Score -1.916306e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104004 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -19163544.000000 Penalty: 5892.447266
	Iteration 40F: 3 clusters Score -1.916354e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105843 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -19163918.000000 Penalty: 5892.447266
	Iteration 41Q: 3 clusters Score -1.916392e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107662 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -19164448.000000 Penalty: 5892.447266
	Iteration 42Q: 3 clusters Score -1.916445e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109451 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -19164808.000000 Penalty: 5892.447266
	Iteration 43Q: 3 clusters Score -1.916481e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111404 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -19165262.000000 Penalty: 5892.447266
	Iteration 44Q: 3 clusters Score -1.916526e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113402 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -19165704.000000 Penalty: 5892.447266
	Iteration 45Q: 3 clusters Score -1.91657e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115410 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -19166098.000000 Penalty: 5892.447266
	Iteration 46Q: 3 clusters Score -1.91661e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117406 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -19166450.000000 Penalty: 5892.447266
	Iteration 47Q: 3 clusters Score -1.916645e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119484 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -19166938.000000 Penalty: 5892.447266
	Iteration 48Q: 3 clusters Score -1.916694e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121495 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -19167336.000000 Penalty: 5892.447266
	Iteration 49Q: 3 clusters Score -1.916734e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123354 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -19167578.000000 Penalty: 5892.447266
	Iteration 50Q: 3 clusters Score -1.916758e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125155 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -19167790.000000 Penalty: 5892.447266
	Iteration 51Q: 3 clusters Score -1.916779e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126832 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -19167912.000000 Penalty: 5892.447266
	Iteration 52Q: 3 clusters Score -1.916791e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128381 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -19168066.000000 Penalty: 5892.447266
	Iteration 53Q: 3 clusters Score -1.916807e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129784 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -19168168.000000 Penalty: 5892.447266
	Iteration 54Q: 3 clusters Score -1.916817e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131059 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -19168308.000000 Penalty: 5892.447266
	Iteration 55Q: 3 clusters Score -1.916831e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132177 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -19168290.000000 Penalty: 5892.447266
	Iteration 56Q: 3 clusters Score -1.916829e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133194 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -19168316.000000 Penalty: 5892.447266
	Iteration 57Q: 3 clusters Score -1.916832e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134206 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -19168310.000000 Penalty: 5892.447266
	Iteration 58Q: 3 clusters Score -1.916831e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135066 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -19168464.000000 Penalty: 5892.447266
	Iteration 59Q: 3 clusters Score -1.916846e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135828 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -19168440.000000 Penalty: 5892.447266
	Iteration 60F: 3 clusters Score -1.916844e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136509 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -19168504.000000 Penalty: 5892.447266
	Iteration 61Q: 3 clusters Score -1.91685e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137123 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -19168594.000000 Penalty: 5892.447266
	Iteration 62Q: 3 clusters Score -1.916859e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137711 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -19168620.000000 Penalty: 5892.447266
	Iteration 63Q: 3 clusters Score -1.916862e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138238 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -19168672.000000 Penalty: 5892.447266
	Iteration 64Q: 3 clusters Score -1.916867e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138680 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -19168684.000000 Penalty: 5892.447266
	Iteration 65Q: 3 clusters Score -1.916868e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139093 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -19168686.000000 Penalty: 5892.447266
	Iteration 66Q: 3 clusters Score -1.916869e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139415 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -19168674.000000 Penalty: 5892.447266
	Iteration 67Q: 3 clusters Score -1.916867e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139697 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -19168654.000000 Penalty: 5892.447266
	Iteration 68Q: 3 clusters Score -1.916865e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139953 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -19168620.000000 Penalty: 5892.447266
	Iteration 69Q: 3 clusters Score -1.916862e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140189 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -19168584.000000 Penalty: 5892.447266
	Iteration 70Q: 3 clusters Score -1.916858e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140432 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -19168558.000000 Penalty: 5892.447266
	Iteration 71Q: 3 clusters Score -1.916856e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140663 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -19168584.000000 Penalty: 5892.447266
	Iteration 72Q: 3 clusters Score -1.916858e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140867 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -19168614.000000 Penalty: 5892.447266
	Iteration 73Q: 3 clusters Score -1.916861e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141060 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -19168620.000000 Penalty: 5892.447266
	Iteration 74Q: 3 clusters Score -1.916862e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141241 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -19168642.000000 Penalty: 5892.447266
	Iteration 75Q: 3 clusters Score -1.916864e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141428 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -19168662.000000 Penalty: 5892.447266
	Iteration 76Q: 3 clusters Score -1.916866e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141592 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -19168670.000000 Penalty: 5892.447266
	Iteration 77Q: 3 clusters Score -1.916867e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141738 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -19168676.000000 Penalty: 5892.447266
	Iteration 78Q: 3 clusters Score -1.916868e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141885 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -19168716.000000 Penalty: 5892.447266
	Iteration 79Q: 3 clusters Score -1.916872e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142013 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -19168768.000000 Penalty: 5892.447266
	Iteration 80F: 3 clusters Score -1.916877e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142136 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -19168780.000000 Penalty: 5892.447266
	Iteration 81Q: 3 clusters Score -1.916878e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142250 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -19168768.000000 Penalty: 5892.447266
	Iteration 82Q: 3 clusters Score -1.916877e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142357 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -19168776.000000 Penalty: 5892.447266
	Iteration 83Q: 3 clusters Score -1.916878e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142443 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -19168780.000000 Penalty: 5892.447266
	Iteration 84Q: 3 clusters Score -1.916878e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142523 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -19168770.000000 Penalty: 5892.447266
	Iteration 85Q: 3 clusters Score -1.916877e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142599 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -19168792.000000 Penalty: 5892.447266
	Iteration 86Q: 3 clusters Score -1.916879e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142664 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -19168734.000000 Penalty: 5892.447266
	Iteration 87Q: 3 clusters Score -1.916873e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142726 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -19168754.000000 Penalty: 5892.447266
	Iteration 88Q: 3 clusters Score -1.916875e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142786 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -19168786.000000 Penalty: 5892.447266
	Iteration 89Q: 3 clusters Score -1.916879e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142834 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -19168796.000000 Penalty: 5892.447266
	Iteration 90Q: 3 clusters Score -1.91688e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142876 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -19168796.000000 Penalty: 5892.447266
	Iteration 91Q: 3 clusters Score -1.91688e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142910 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -19168794.000000 Penalty: 5892.447266
	Iteration 92Q: 3 clusters Score -1.916879e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142945 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -19168770.000000 Penalty: 5892.447266
	Iteration 93Q: 3 clusters Score -1.916877e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142984 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -19168780.000000 Penalty: 5892.447266
	Iteration 94Q: 3 clusters Score -1.916878e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143032 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -19168768.000000 Penalty: 5892.447266
	Iteration 95Q: 3 clusters Score -1.916877e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143066 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -19168756.000000 Penalty: 5892.447266
	Iteration 96Q: 3 clusters Score -1.916876e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143095 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -19168764.000000 Penalty: 5892.447266
	Iteration 97Q: 3 clusters Score -1.916876e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143119 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -19168768.000000 Penalty: 5892.447266
	Iteration 98Q: 3 clusters Score -1.916877e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143152 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -19168792.000000 Penalty: 5892.447266
	Iteration 99Q: 3 clusters Score -1.916879e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143184 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -19168778.000000 Penalty: 5892.447266
	Iteration 100F: 3 clusters Score -1.916878e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143212 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -19168776.000000 Penalty: 5892.447266
	Iteration 101Q: 3 clusters Score -1.916878e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143236 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -19168788.000000 Penalty: 5892.447266
	Iteration 102Q: 3 clusters Score -1.916879e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143259 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -19168808.000000 Penalty: 5892.447266
	Iteration 103Q: 3 clusters Score -1.916881e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143274 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -19168808.000000 Penalty: 5892.447266
	Iteration 104Q: 3 clusters Score -1.916881e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143284 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -19168802.000000 Penalty: 5892.447266
	Iteration 105Q: 3 clusters Score -1.91688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143289 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -19168812.000000 Penalty: 5892.447266
	Iteration 106Q: 3 clusters Score -1.916881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143295 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -19168806.000000 Penalty: 5892.447266
	Iteration 107Q: 3 clusters Score -1.916881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143296 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -19168812.000000 Penalty: 5892.447266
	Iteration 108Q: 3 clusters Score -1.916881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143299 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -19168834.000000 Penalty: 5892.447266
	Iteration 109Q: 3 clusters Score -1.916883e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143301 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -19168832.000000 Penalty: 5892.447266
	Iteration 110Q: 3 clusters Score -1.916883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143304 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -19168832.000000 Penalty: 5892.447266
	Iteration 111Q: 3 clusters Score -1.916883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143309 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -19168828.000000 Penalty: 5892.447266
	Iteration 112Q: 3 clusters Score -1.916883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143315 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -19168814.000000 Penalty: 5892.447266
	Iteration 113Q: 3 clusters Score -1.916881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143320 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -19168804.000000 Penalty: 5892.447266
	Iteration 114Q: 3 clusters Score -1.91688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143325 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -19168818.000000 Penalty: 5892.447266
	Iteration 115Q: 3 clusters Score -1.916882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143331 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -19168830.000000 Penalty: 5892.447266
	Iteration 116Q: 3 clusters Score -1.916883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143342 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -19168816.000000 Penalty: 5892.447266
	Iteration 117Q: 3 clusters Score -1.916882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143355 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -19168824.000000 Penalty: 5892.447266
	Iteration 118Q: 3 clusters Score -1.916882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143362 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -19168826.000000 Penalty: 5892.447266
	Iteration 119Q: 3 clusters Score -1.916883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143365 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -19168826.000000 Penalty: 5892.447266
	Iteration 120F: 3 clusters Score -1.916883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143370 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -19168824.000000 Penalty: 5892.447266
	Iteration 121Q: 3 clusters Score -1.916882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143374 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -19168820.000000 Penalty: 5892.447266
	Iteration 122Q: 3 clusters Score -1.916882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143379 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -19168816.000000 Penalty: 5892.447266
	Iteration 123Q: 3 clusters Score -1.916882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143380 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -19168820.000000 Penalty: 5892.447266
	Iteration 124Q: 3 clusters Score -1.916882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143381 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -19168822.000000 Penalty: 5892.447266
	Iteration 125Q: 3 clusters Score -1.916882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143381 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -19168822.000000 Penalty: 5892.447266
	Iteration 126F: 3 clusters Score -1.916882e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -77356.773438 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -77356.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -75723.375000 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -75723.38 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -76146.039062 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -76146.04 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -76302.617188 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -76302.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -76401.960938 Penalty: 3200.998047
	Iteration 3Q: 3 clusters Score -76401.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -76469.796875 Penalty: 3200.998047
	Iteration 4Q: 3 clusters Score -76469.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -76592.625000 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -76592.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -76789.703125 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -76789.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -77143.242188 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -77143.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -77219.765625 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -77219.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -77268.765625 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -77268.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -77311.929688 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -77311.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -77349.039062 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -77349.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -77412.734375 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -77412.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -77442.625000 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -77442.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -77458.125000 Penalty: 3200.998047
	Iteration 14Q: 3 clusters Score -77458.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -77461.476562 Penalty: 3200.998047
	Iteration 15Q: 3 clusters Score -77461.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -77464.140625 Penalty: 3200.998047
	Iteration 16Q: 3 clusters Score -77464.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -77466.304688 Penalty: 3200.998047
	Iteration 17Q: 3 clusters Score -77466.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -77466.406250 Penalty: 3200.998047
	Iteration 18F: 3 clusters Score -77466.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -77471.984375 Penalty: 3200.998047
	Iteration 19Q: 3 clusters Score -77471.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -77473.101562 Penalty: 3200.998047
	Iteration 20F: 3 clusters Score -77473.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159743 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170368 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 53768 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6455 members 
Mstep: Class 10 contains 3778 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169189 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9187 members 
Mstep: Class 15 contains 164562 members 
Mstep: Class 16 contains 165417 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25741 members 
Mstep: Class 20 contains 54218 members 
Mstep: Class 21 contains 159287 members 
Mstep: Class 22 contains 81805 members 
Mstep: Class 23 contains 144341 members 
Mstep: Class 24 contains 234 members 
Mstep: Class 25 contains 218 members 
Mstep: Class 26 contains 401 members 
Entering Unmasked Estep 
Score: -180406528.000000 Penalty: 91161.578125
Splitting cluster 24 changes total score from -180408272.000000 to -180406528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -22654.449219 Penalty: 1335.354858
	Iteration 0F: 2 clusters Score -22654.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21524.146484 Penalty: 2670.709717
	Iteration 0F: 3 clusters Score -21524.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -21651.427734 Penalty: 2670.709717
	Iteration 1F: 3 clusters Score -21651.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -21721.490234 Penalty: 2670.709717
	Iteration 2F: 3 clusters Score -21721.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -21784.355469 Penalty: 2670.709717
	Iteration 3Q: 3 clusters Score -21784.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -21806.408203 Penalty: 2670.709717
	Iteration 4Q: 3 clusters Score -21806.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -21830.802734 Penalty: 2670.709717
	Iteration 5Q: 3 clusters Score -21830.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -21846.562500 Penalty: 2670.709717
	Iteration 6Q: 3 clusters Score -21846.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -21865.099609 Penalty: 2670.709717
	Iteration 7Q: 3 clusters Score -21865.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -21879.544922 Penalty: 2670.709717
	Iteration 8Q: 3 clusters Score -21879.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -21887.003906 Penalty: 2670.709717
	Iteration 9Q: 3 clusters Score -21887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -21887.003906 Penalty: 2670.709717
	Iteration 10F: 3 clusters Score -21887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159743 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170368 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 53768 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6455 members 
Mstep: Class 10 contains 3778 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169189 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9187 members 
Mstep: Class 15 contains 164562 members 
Mstep: Class 16 contains 165417 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25741 members 
Mstep: Class 20 contains 54218 members 
Mstep: Class 21 contains 159287 members 
Mstep: Class 22 contains 81805 members 
Mstep: Class 23 contains 144341 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408288.000000 Penalty: 87655.367188
Iteration 479Q: 26 clusters Score -1.804083e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159737 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170369 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 53777 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6455 members 
Mstep: Class 10 contains 3778 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169182 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9182 members 
Mstep: Class 15 contains 164577 members 
Mstep: Class 16 contains 165411 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25743 members 
Mstep: Class 20 contains 54237 members 
Mstep: Class 21 contains 159305 members 
Mstep: Class 22 contains 81807 members 
Mstep: Class 23 contains 144299 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408224.000000 Penalty: 87655.367188
Iteration 480F: 26 clusters Score -1.804082e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159741 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170368 members 
Mstep: Class 5 contains 2767 members 
Mstep: Class 6 contains 53782 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1346 members 
Mstep: Class 9 contains 6455 members 
Mstep: Class 10 contains 3778 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169177 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9175 members 
Mstep: Class 15 contains 164598 members 
Mstep: Class 16 contains 165414 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25747 members 
Mstep: Class 20 contains 54248 members 
Mstep: Class 21 contains 159322 members 
Mstep: Class 22 contains 81813 members 
Mstep: Class 23 contains 144241 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408368.000000 Penalty: 87655.367188
Iteration 481Q: 26 clusters Score -1.804084e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159758 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170367 members 
Mstep: Class 5 contains 2768 members 
Mstep: Class 6 contains 53785 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1346 members 
Mstep: Class 9 contains 6455 members 
Mstep: Class 10 contains 3782 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169174 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9176 members 
Mstep: Class 15 contains 164613 members 
Mstep: Class 16 contains 165423 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25751 members 
Mstep: Class 20 contains 54263 members 
Mstep: Class 21 contains 159352 members 
Mstep: Class 22 contains 81818 members 
Mstep: Class 23 contains 144141 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408048.000000 Penalty: 87655.367188
Iteration 482Q: 26 clusters Score -1.80408e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159769 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170369 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 53787 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1346 members 
Mstep: Class 9 contains 6455 members 
Mstep: Class 10 contains 3781 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169173 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9174 members 
Mstep: Class 15 contains 164648 members 
Mstep: Class 16 contains 165433 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25765 members 
Mstep: Class 20 contains 54276 members 
Mstep: Class 21 contains 159364 members 
Mstep: Class 22 contains 81824 members 
Mstep: Class 23 contains 144042 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408016.000000 Penalty: 87655.367188
Iteration 483Q: 26 clusters Score -1.80408e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159782 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170380 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 53798 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1346 members 
Mstep: Class 9 contains 6455 members 
Mstep: Class 10 contains 3776 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169166 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9185 members 
Mstep: Class 15 contains 164666 members 
Mstep: Class 16 contains 165432 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25775 members 
Mstep: Class 20 contains 54294 members 
Mstep: Class 21 contains 159360 members 
Mstep: Class 22 contains 81829 members 
Mstep: Class 23 contains 143962 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407904.000000 Penalty: 87655.367188
Iteration 484Q: 26 clusters Score -1.804079e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159803 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170396 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 53800 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1346 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 3774 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169164 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9189 members 
Mstep: Class 15 contains 164674 members 
Mstep: Class 16 contains 165469 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25783 members 
Mstep: Class 20 contains 54312 members 
Mstep: Class 21 contains 159345 members 
Mstep: Class 22 contains 81834 members 
Mstep: Class 23 contains 143863 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407856.000000 Penalty: 87655.367188
Iteration 485Q: 26 clusters Score -1.804079e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159828 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170399 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 53808 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1346 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 3769 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169170 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9190 members 
Mstep: Class 15 contains 164676 members 
Mstep: Class 16 contains 165484 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25781 members 
Mstep: Class 20 contains 54325 members 
Mstep: Class 21 contains 159338 members 
Mstep: Class 22 contains 81842 members 
Mstep: Class 23 contains 143796 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407904.000000 Penalty: 87655.367188
Iteration 486Q: 26 clusters Score -1.804079e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159856 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170408 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 53807 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1347 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 3770 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169157 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9192 members 
Mstep: Class 15 contains 164692 members 
Mstep: Class 16 contains 165528 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25777 members 
Mstep: Class 20 contains 54331 members 
Mstep: Class 21 contains 159321 members 
Mstep: Class 22 contains 81847 members 
Mstep: Class 23 contains 143719 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408064.000000 Penalty: 87655.367188
Iteration 487Q: 26 clusters Score -1.804081e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159874 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170432 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 53807 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1346 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 3769 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169146 members 
Mstep: Class 13 contains 2006 members 
Mstep: Class 14 contains 9194 members 
Mstep: Class 15 contains 164694 members 
Mstep: Class 16 contains 165553 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25778 members 
Mstep: Class 20 contains 54341 members 
Mstep: Class 21 contains 159315 members 
Mstep: Class 22 contains 81855 members 
Mstep: Class 23 contains 143647 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180408032.000000 Penalty: 87655.367188
Iteration 488Q: 26 clusters Score -1.80408e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159880 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170439 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 53814 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1346 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 3765 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169141 members 
Mstep: Class 13 contains 2006 members 
Mstep: Class 14 contains 9185 members 
Mstep: Class 15 contains 164705 members 
Mstep: Class 16 contains 165601 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25784 members 
Mstep: Class 20 contains 54342 members 
Mstep: Class 21 contains 159302 members 
Mstep: Class 22 contains 81856 members 
Mstep: Class 23 contains 143591 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407776.000000 Penalty: 87655.367188
Iteration 489Q: 26 clusters Score -1.804078e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159879 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170458 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 53831 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1346 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 3758 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169154 members 
Mstep: Class 13 contains 2006 members 
Mstep: Class 14 contains 9195 members 
Mstep: Class 15 contains 164713 members 
Mstep: Class 16 contains 165626 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25795 members 
Mstep: Class 20 contains 54346 members 
Mstep: Class 21 contains 159291 members 
Mstep: Class 22 contains 81865 members 
Mstep: Class 23 contains 143494 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407536.000000 Penalty: 87655.367188
Iteration 490Q: 26 clusters Score -1.804075e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159873 members 
Mstep: Class 2 contains 2328 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170479 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 53828 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1346 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169152 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9198 members 
Mstep: Class 15 contains 164720 members 
Mstep: Class 16 contains 165656 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25800 members 
Mstep: Class 20 contains 54358 members 
Mstep: Class 21 contains 159295 members 
Mstep: Class 22 contains 81870 members 
Mstep: Class 23 contains 143423 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407408.000000 Penalty: 87655.367188
Iteration 491Q: 26 clusters Score -1.804074e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159879 members 
Mstep: Class 2 contains 2327 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170500 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 53834 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1346 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 3749 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169132 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9194 members 
Mstep: Class 15 contains 164734 members 
Mstep: Class 16 contains 165664 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25806 members 
Mstep: Class 20 contains 54371 members 
Mstep: Class 21 contains 159308 members 
Mstep: Class 22 contains 81880 members 
Mstep: Class 23 contains 143357 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407280.000000 Penalty: 87655.367188
Iteration 492Q: 26 clusters Score -1.804073e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159894 members 
Mstep: Class 2 contains 2324 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170518 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 53834 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1346 members 
Mstep: Class 9 contains 6455 members 
Mstep: Class 10 contains 3739 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169129 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9193 members 
Mstep: Class 15 contains 164735 members 
Mstep: Class 16 contains 165696 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25810 members 
Mstep: Class 20 contains 54379 members 
Mstep: Class 21 contains 159311 members 
Mstep: Class 22 contains 81886 members 
Mstep: Class 23 contains 143286 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407232.000000 Penalty: 87655.367188
Iteration 493Q: 26 clusters Score -1.804072e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159926 members 
Mstep: Class 2 contains 2319 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170533 members 
Mstep: Class 5 contains 2766 members 
Mstep: Class 6 contains 53838 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1345 members 
Mstep: Class 9 contains 6455 members 
Mstep: Class 10 contains 3729 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169131 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9184 members 
Mstep: Class 15 contains 164732 members 
Mstep: Class 16 contains 165727 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25812 members 
Mstep: Class 20 contains 54395 members 
Mstep: Class 21 contains 159303 members 
Mstep: Class 22 contains 81891 members 
Mstep: Class 23 contains 143215 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180407200.000000 Penalty: 87655.367188
Iteration 494Q: 26 clusters Score -1.804072e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159947 members 
Mstep: Class 2 contains 2318 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170543 members 
Mstep: Class 5 contains 2765 members 
Mstep: Class 6 contains 53850 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1345 members 
Mstep: Class 9 contains 6455 members 
Mstep: Class 10 contains 3721 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169133 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9185 members 
Mstep: Class 15 contains 164749 members 
Mstep: Class 16 contains 165762 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25817 members 
Mstep: Class 20 contains 54413 members 
Mstep: Class 21 contains 159295 members 
Mstep: Class 22 contains 81893 members 
Mstep: Class 23 contains 143110 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180406880.000000 Penalty: 87655.367188
Iteration 495Q: 26 clusters Score -1.804069e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159981 members 
Mstep: Class 2 contains 2318 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170567 members 
Mstep: Class 5 contains 2765 members 
Mstep: Class 6 contains 53854 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1345 members 
Mstep: Class 9 contains 6455 members 
Mstep: Class 10 contains 3712 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169133 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9181 members 
Mstep: Class 15 contains 164759 members 
Mstep: Class 16 contains 165792 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25819 members 
Mstep: Class 20 contains 54429 members 
Mstep: Class 21 contains 159301 members 
Mstep: Class 22 contains 81896 members 
Mstep: Class 23 contains 142994 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180406736.000000 Penalty: 87655.367188
Iteration 496Q: 26 clusters Score -1.804067e+08 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159986 members 
Mstep: Class 2 contains 2317 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170597 members 
Mstep: Class 5 contains 2765 members 
Mstep: Class 6 contains 53843 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1345 members 
Mstep: Class 9 contains 6455 members 
Mstep: Class 10 contains 3704 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169148 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9190 members 
Mstep: Class 15 contains 164767 members 
Mstep: Class 16 contains 165800 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25821 members 
Mstep: Class 20 contains 54439 members 
Mstep: Class 21 contains 159325 members 
Mstep: Class 22 contains 81899 members 
Mstep: Class 23 contains 142900 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180406624.000000 Penalty: 87655.367188
Iteration 497Q: 26 clusters Score -1.804066e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159988 members 
Mstep: Class 2 contains 2317 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170622 members 
Mstep: Class 5 contains 2765 members 
Mstep: Class 6 contains 53843 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1345 members 
Mstep: Class 9 contains 6455 members 
Mstep: Class 10 contains 3693 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169171 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9192 members 
Mstep: Class 15 contains 164785 members 
Mstep: Class 16 contains 165815 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25826 members 
Mstep: Class 20 contains 54448 members 
Mstep: Class 21 contains 159332 members 
Mstep: Class 22 contains 81903 members 
Mstep: Class 23 contains 142801 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180406784.000000 Penalty: 87655.367188
Iteration 498Q: 26 clusters Score -1.804068e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159992 members 
Mstep: Class 2 contains 2317 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170661 members 
Mstep: Class 5 contains 2765 members 
Mstep: Class 6 contains 53858 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1345 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 3678 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169175 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9195 members 
Mstep: Class 15 contains 164796 members 
Mstep: Class 16 contains 165808 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25823 members 
Mstep: Class 20 contains 54448 members 
Mstep: Class 21 contains 159361 members 
Mstep: Class 22 contains 81908 members 
Mstep: Class 23 contains 142717 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180406608.000000 Penalty: 87655.367188
Iteration 499Q: 26 clusters Score -1.804066e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 159997 members 
Mstep: Class 2 contains 2317 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 170694 members 
Mstep: Class 5 contains 2765 members 
Mstep: Class 6 contains 53872 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 1345 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 3676 members 
Mstep: Class 11 contains 614 members 
Mstep: Class 12 contains 169181 members 
Mstep: Class 13 contains 2005 members 
Mstep: Class 14 contains 9189 members 
Mstep: Class 15 contains 164792 members 
Mstep: Class 16 contains 165810 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 454 members 
Mstep: Class 19 contains 25827 members 
Mstep: Class 20 contains 54446 members 
Mstep: Class 21 contains 159377 members 
Mstep: Class 22 contains 81904 members 
Mstep: Class 23 contains 142655 members 
Mstep: Class 24 contains 635 members 
Mstep: Class 25 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -180406624.000000 Penalty: 87655.367188
Iteration 500F: 26 clusters Score -1.804066e+08 nChanged 595
Maximum iterations exceeded
--- Evaluating fit on full set of 4141529 points ---
Entering Unmasked Estep 
Score: -532098304.000000 Penalty: 94466.765625
25->26 Clusters: Score -532098304.000000, best is -532259360.000000

Main iterations: 0 (time per=infms)
Total iterations: 81230 (time per=611.681048ms)
Iterations metric 2: 9912309514240.000000 (time per=5.012641ns)
Iterations metric 3: 297358906621952.000000 (time per=167.093874ps)

That took 49686.851562 seconds.
